diff --git a/.devcontainer/post_create_command.sh b/.devcontainer/post_create_command.sh index c25bde87b0..39a653953e 100755 --- a/.devcontainer/post_create_command.sh +++ b/.devcontainer/post_create_command.sh @@ -1,6 +1,6 @@ #!/bin/bash -npm add -g pnpm@10.13.1 +npm add -g pnpm@10.15.0 cd web && pnpm install pipx install uv diff --git a/.github/actions/setup-uv/action.yml b/.github/actions/setup-uv/action.yml deleted file mode 100644 index 6990f6becf..0000000000 --- a/.github/actions/setup-uv/action.yml +++ /dev/null @@ -1,34 +0,0 @@ -name: Setup UV and Python - -inputs: - python-version: - description: Python version to use and the UV installed with - required: true - default: '3.12' - uv-version: - description: UV version to set up - required: true - default: '0.8.9' - uv-lockfile: - description: Path to the UV lockfile to restore cache from - required: true - default: '' - enable-cache: - required: true - default: true - -runs: - using: composite - steps: - - name: Set up Python ${{ inputs.python-version }} - uses: actions/setup-python@v5 - with: - python-version: ${{ inputs.python-version }} - - - name: Install uv - uses: astral-sh/setup-uv@v6 - with: - version: ${{ inputs.uv-version }} - python-version: ${{ inputs.python-version }} - enable-cache: ${{ inputs.enable-cache }} - cache-dependency-glob: ${{ inputs.uv-lockfile }} diff --git a/.github/workflows/api-tests.yml b/.github/workflows/api-tests.yml index 63d681e7ed..28ef67a133 100644 --- a/.github/workflows/api-tests.yml +++ b/.github/workflows/api-tests.yml @@ -33,10 +33,11 @@ jobs: persist-credentials: false - name: Setup UV and Python - uses: ./.github/actions/setup-uv + uses: astral-sh/setup-uv@v6 with: + enable-cache: true python-version: ${{ matrix.python-version }} - uv-lockfile: api/uv.lock + cache-dependency-glob: api/uv.lock - name: Check UV lockfile run: uv lock --project api --check diff --git a/.github/workflows/autofix.yml b/.github/workflows/autofix.yml index dada6229db..2c9cee2140 100644 --- a/.github/workflows/autofix.yml +++ b/.github/workflows/autofix.yml @@ -2,6 +2,7 @@ name: autofix.ci on: workflow_call: pull_request: + branches: [ "main" ] push: branches: [ "main" ] permissions: @@ -15,7 +16,9 @@ jobs: - uses: actions/checkout@v4 # Use uv to ensure we have the same ruff version in CI and locally. - - uses: astral-sh/setup-uv@7edac99f961f18b581bbd960d59d049f04c0002f + - uses: astral-sh/setup-uv@v6 + with: + python-version: "3.12" - run: | cd api uv sync --dev diff --git a/.github/workflows/db-migration-test.yml b/.github/workflows/db-migration-test.yml index 5181546b4a..e8ff85e95c 100644 --- a/.github/workflows/db-migration-test.yml +++ b/.github/workflows/db-migration-test.yml @@ -25,9 +25,11 @@ jobs: persist-credentials: false - name: Setup UV and Python - uses: ./.github/actions/setup-uv + uses: astral-sh/setup-uv@v6 with: - uv-lockfile: api/uv.lock + enable-cache: true + python-version: "3.12" + cache-dependency-glob: api/uv.lock - name: Install dependencies run: uv sync --project api diff --git a/.github/workflows/style.yml b/.github/workflows/style.yml index 9aad9558b0..8d0ec35ca1 100644 --- a/.github/workflows/style.yml +++ b/.github/workflows/style.yml @@ -36,10 +36,11 @@ jobs: - name: Setup UV and Python if: steps.changed-files.outputs.any_changed == 'true' - uses: ./.github/actions/setup-uv + uses: astral-sh/setup-uv@v6 with: - uv-lockfile: api/uv.lock enable-cache: false + python-version: "3.12" + cache-dependency-glob: api/uv.lock - name: Install dependencies if: steps.changed-files.outputs.any_changed == 'true' diff --git a/.github/workflows/vdb-tests.yml b/.github/workflows/vdb-tests.yml index 912267094b..f2ca09fba2 100644 --- a/.github/workflows/vdb-tests.yml +++ b/.github/workflows/vdb-tests.yml @@ -39,10 +39,11 @@ jobs: remove_tool_cache: true - name: Setup UV and Python - uses: ./.github/actions/setup-uv + uses: astral-sh/setup-uv@v6 with: + enable-cache: true python-version: ${{ matrix.python-version }} - uv-lockfile: api/uv.lock + cache-dependency-glob: api/uv.lock - name: Check UV lockfile run: uv lock --project api --check diff --git a/AGENTS.md b/AGENTS.md new file mode 120000 index 0000000000..681311eb9c --- /dev/null +++ b/AGENTS.md @@ -0,0 +1 @@ +CLAUDE.md \ No newline at end of file diff --git a/README.md b/README.md index 7e566a0b2f..90da1d3def 100644 --- a/README.md +++ b/README.md @@ -107,74 +107,6 @@ Monitor and analyze application logs and performance over time. You could contin **7. Backend-as-a-Service**: All of Dify's offerings come with corresponding APIs, so you could effortlessly integrate Dify into your own business logic. -## Feature Comparison - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
FeatureDify.AILangChainFlowiseOpenAI Assistants API
Programming ApproachAPI + App-orientedPython CodeApp-orientedAPI-oriented
Supported LLMsRich VarietyRich VarietyRich VarietyOpenAI-only
RAG Engine✅✅✅✅
Agent✅✅❌✅
Workflow✅❌✅❌
Observability✅✅❌❌
Enterprise Feature (SSO/Access control)✅❌❌❌
Local Deployment✅✅✅❌
- ## Using Dify - **Cloud
** diff --git a/README_AR.md b/README_AR.md index 044ced98ed..2451757ab5 100644 --- a/README_AR.md +++ b/README_AR.md @@ -68,74 +68,6 @@ **7.الواجهة الخلفية (Backend) كخدمة**: تأتي جميع عروض Dify مع APIs مطابقة، حتى يمكنك دمج Dify بسهولة في منطق أعمالك الخاص. -## مقارنة الميزات - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
الميزةDify.AILangChainFlowiseOpenAI Assistants API
نهج البرمجةموجّه لـ تطبيق + واجهة برمجة تطبيق (API)برمجة Pythonموجه لتطبيقواجهة برمجة تطبيق (API)
LLMs المدعومةتنوع غنيتنوع غنيتنوع غنيفقط OpenAI
محرك RAG✅✅✅✅
الوكيل✅✅❌✅
سير العمل✅❌✅❌
الملاحظة✅✅❌❌
ميزات الشركات (SSO / مراقبة الوصول)✅❌❌❌
نشر محلي✅✅✅❌
- ## استخدام Dify - **سحابة
** diff --git a/README_BN.md b/README_BN.md index f5a19ab434..ef24dea171 100644 --- a/README_BN.md +++ b/README_BN.md @@ -106,74 +106,6 @@ LLM ফাংশন কলিং বা ReAct উপর ভিত্তি ক **7. ব্যাকএন্ড-অ্যাজ-এ-সার্ভিস**: ডিফাই-এর সমস্ত অফার সংশ্লিষ্ট API-সহ আছে, যাতে আপনি অনায়াসে ডিফাইকে আপনার নিজস্ব বিজনেস লজিকে ইন্টেগ্রেট করতে পারেন। -## বৈশিষ্ট্য তুলনা - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
বৈশিষ্ট্যDify.AILangChainFlowiseOpenAI Assistants API
প্রোগ্রামিং পদ্ধতিAPI + App-orientedPython CodeApp-orientedAPI-oriented
সাপোর্টেড LLMsRich VarietyRich VarietyRich VarietyOpenAI-only
RAG ইঞ্জিন✅✅✅✅
এজেন্ট✅✅❌✅
ওয়ার্কফ্লো✅❌✅❌
অবজার্ভেবল✅✅❌❌
এন্টারপ্রাইজ ফিচার (SSO/Access control)✅❌❌❌
লোকাল ডেপ্লয়মেন্ট✅✅✅❌
- ## ডিফাই-এর ব্যবহার - **ক্লাউড
** diff --git a/README_CN.md b/README_CN.md index 1c40098034..9aaebf4037 100644 --- a/README_CN.md +++ b/README_CN.md @@ -80,74 +80,6 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI **7. 后端即服务**: 所有 Dify 的功能都带有相应的 API，因此您可以轻松地将 Dify 集成到自己的业务逻辑中。 -## 功能比较 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
功能Dify.AILangChainFlowiseOpenAI Assistant API
编程方法API + 应用程序导向Python 代码应用程序导向API 导向
支持的 LLMs丰富多样丰富多样丰富多样仅限 OpenAI
RAG 引擎✅✅✅✅
Agent✅✅❌✅
工作流✅❌✅❌
可观测性✅✅❌❌
企业功能（SSO/访问控制）✅❌❌❌
本地部署✅✅✅❌
- ## 使用 Dify - **云
** @@ -248,7 +180,7 @@ docker compose up -d ## Contributing -对于那些想要贡献代码的人，请参阅我们的[贡献指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。 +对于那些想要贡献代码的人，请参阅我们的[贡献指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_CN.md)。 同时，请考虑通过社交媒体、活动和会议来支持 Dify 的分享。 > 我们正在寻找贡献者来帮助将 Dify 翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助，请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)获取更多信息，并在我们的[Discord 社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。 diff --git a/README_DE.md b/README_DE.md index 88c36019e3..a08fe63d4f 100644 --- a/README_DE.md +++ b/README_DE.md @@ -106,74 +106,6 @@ Sie können Agenten basierend auf LLM Function Calling oder ReAct definieren und **7. Backend-as-a-Service**: Alle Dify-Angebote kommen mit entsprechenden APIs, sodass Sie Dify mühelos in Ihre eigene Geschäftslogik integrieren können. -## Vergleich der Merkmale - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
FeatureDify.AILangChainFlowiseOpenAI Assistants API
Programming ApproachAPI + App-orientedPython CodeApp-orientedAPI-oriented
Supported LLMsRich VarietyRich VarietyRich VarietyOpenAI-only
RAG Engine✅✅✅✅
Agent✅✅❌✅
Workflow✅❌✅❌
Observability✅✅❌❌
Enterprise Feature (SSO/Access control)✅❌❌❌
Local Deployment✅✅✅❌
- ## Dify verwenden - **Cloud
** @@ -241,7 +173,7 @@ Stellen Sie Dify mit einem Klick in AKS bereit, indem Sie [Azure Devops Pipeline ## Contributing -Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren. +Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_DE.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren. > Wir suchen Mitwirkende, die dabei helfen, Dify in weitere Sprachen zu übersetzen – außer Mandarin oder Englisch. Wenn Sie Interesse an einer Mitarbeit haben, lesen Sie bitte die [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c). diff --git a/README_ES.md b/README_ES.md index bc3b25f2d1..d8fdbf54e6 100644 --- a/README_ES.md +++ b/README_ES.md @@ -79,74 +79,6 @@ Supervisa y analiza registros de aplicaciones y rendimiento a lo largo del tiemp **7. Backend como servicio**: Todas las ofertas de Dify vienen con APIs correspondientes, por lo que podrías integrar Dify sin esfuerzo en tu propia lógica empresarial. -## Comparación de características - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
CaracterísticaDify.AILangChainFlowiseAPI de Asistentes de OpenAI
Enfoque de programaciónAPI + orientado a la aplicaciónCódigo PythonOrientado a la aplicaciónOrientado a la API
LLMs admitidosGran variedadGran variedadGran variedadSolo OpenAI
Motor RAG✅✅✅✅
Agente✅✅❌✅
Flujo de trabajo✅❌✅❌
Observabilidad✅✅❌❌
Característica empresarial (SSO/Control de acceso)✅❌❌❌
Implementación local✅✅✅❌
- ## Usando Dify - **Nube
** @@ -238,7 +170,7 @@ Implementa Dify en AKS con un clic usando [Azure Devops Pipeline Helm Chart by @ ## Contribuir -Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). +Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_ES.md). Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en eventos y conferencias. > Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c). diff --git a/README_FR.md b/README_FR.md index 7521753100..7474ea50c2 100644 --- a/README_FR.md +++ b/README_FR.md @@ -79,74 +79,6 @@ Surveillez et analysez les journaux d'application et les performances au fil du **7. Backend-as-a-Service** : Toutes les offres de Dify sont accompagnées d'API correspondantes, vous permettant d'intégrer facilement Dify dans votre propre logique métier. -## Comparaison des fonctionnalités - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
FonctionnalitéDify.AILangChainFlowiseOpenAI Assistants API
Approche de programmationAPI + ApplicationCode PythonApplicationAPI
LLMs pris en chargeGrande variétéGrande variétéGrande variétéUniquement OpenAI
Moteur RAG✅✅✅✅
Agent✅✅❌✅
Flux de travail✅❌✅❌
Observabilité✅✅❌❌
Fonctionnalité d'entreprise (SSO/Contrôle d'accès)✅❌❌❌
Déploiement local✅✅✅❌
- ## Utiliser Dify - **Cloud
** @@ -236,7 +168,7 @@ Déployez Dify sur AKS en un clic en utilisant [Azure Devops Pipeline Helm Chart ## Contribuer -Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). +Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_FR.md). Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur les réseaux sociaux et lors d'événements et de conférences. > Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c). diff --git a/README_JA.md b/README_JA.md index 3427a86b79..a782849f6e 100644 --- a/README_JA.md +++ b/README_JA.md @@ -80,74 +80,6 @@ LLM Function CallingやReActに基づくエージェントの定義が可能で **7. Backend-as-a-Service**: すべての機能はAPIを提供されており、Difyを自分のビジネスロジックに簡単に統合できます。 -## 機能比較 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
機能Dify.AILangChainFlowiseOpenAI Assistants API
プログラミングアプローチAPI + アプリ指向Pythonコードアプリ指向API指向
サポートされているLLMバラエティ豊かバラエティ豊かバラエティ豊かOpenAIのみ
RAGエンジン✅✅✅✅
エージェント✅✅❌✅
ワークフロー✅❌✅❌
観測性✅✅❌❌
エンタープライズ機能（SSO/アクセス制御）✅❌❌❌
ローカル展開✅✅✅❌
- ## Difyの使用方法 - **クラウド
** @@ -237,7 +169,7 @@ docker compose up -d ## 貢献 -コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)を参照してください。 +コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_JA.md)を参照してください。 同時に、DifyをSNSやイベント、カンファレンスで共有してサポートしていただけると幸いです。 > Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。 diff --git a/README_KL.md b/README_KL.md index 252a2b6db5..93da9a6140 100644 --- a/README_KL.md +++ b/README_KL.md @@ -79,74 +79,6 @@ Monitor and analyze application logs and performance over time. You could contin **7. Backend-as-a-Service**: All of Dify's offerings come with corresponding APIs, so you could effortlessly integrate Dify into your own business logic. -## Feature Comparison - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
FeatureDify.AILangChainFlowiseOpenAI Assistants API
Programming ApproachAPI + App-orientedPython CodeApp-orientedAPI-oriented
Supported LLMsRich VarietyRich VarietyRich VarietyOpenAI-only
RAG Engine✅✅✅✅
Agent✅✅❌✅
Workflow✅❌✅❌
Observability✅✅❌❌
Enterprise Feature (SSO/Access control)✅❌❌❌
Local Deployment✅✅✅❌
- ## Using Dify - **Cloud
** diff --git a/README_KR.md b/README_KR.md index 278e3f6c33..ec28cc0f61 100644 --- a/README_KR.md +++ b/README_KR.md @@ -73,74 +73,6 @@ LLM 함수 호출 또는 ReAct를 기반으로 에이전트를 정의하고 에 **7. Backend-as-a-Service**: Dify의 모든 제품에는 해당 API가 함께 제공되므로 Dify를 자신의 비즈니스 로직에 쉽게 통합할 수 있습니다. -## 기능 비교 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
기능Dify.AILangChainFlowiseOpenAI Assistants API
프로그래밍 접근 방식API + 앱 중심Python 코드앱 중심API 중심
지원되는 LLMs다양한 종류다양한 종류다양한 종류OpenAI 전용
RAG 엔진✅✅✅✅
에이전트✅✅❌✅
워크플로우✅❌✅❌
가시성✅✅❌❌
기업용 기능 (SSO/접근 제어)✅❌❌❌
로컬 배포✅✅✅❌
- ## Dify 사용하기 - **클라우드
** @@ -230,7 +162,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했 ## 기여 -코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요. +코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_KR.md)를 참조하세요. 동시에 Dify를 소셜 미디어와 행사 및 컨퍼런스에 공유하여 지원하는 것을 고려해 주시기 바랍니다. > 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요. diff --git a/README_PT.md b/README_PT.md index 8bff880728..da8f354a49 100644 --- a/README_PT.md +++ b/README_PT.md @@ -79,74 +79,6 @@ Monitore e analise os registros e o desempenho do aplicativo ao longo do tempo. **7. Backend como Serviço**: Todas os recursos do Dify vêm com APIs correspondentes, permitindo que você integre o Dify sem esforço na lógica de negócios da sua empresa. -## Comparação de recursos - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
RecursoDify.AILangChainFlowiseOpenAI Assistants API
Abordagem de ProgramaçãoOrientada a API + AplicativoCódigo PythonOrientada a AplicativoOrientada a API
LLMs SuportadosVariedade RicaVariedade RicaVariedade RicaApenas OpenAI
RAG Engine✅✅✅✅
Agente✅✅❌✅
Workflow✅❌✅❌
Observabilidade✅✅❌❌
Recursos Empresariais (SSO/Controle de Acesso)✅❌❌❌
Implantação Local✅✅✅❌
- ## Usando o Dify - **Nuvem
** @@ -236,7 +168,7 @@ Implante o Dify no AKS com um clique usando [Azure Devops Pipeline Helm Chart by ## Contribuindo -Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). +Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_PT.md). Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em eventos e conferências. > Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c). diff --git a/README_SI.md b/README_SI.md index be8c6320fb..c20dc3484f 100644 --- a/README_SI.md +++ b/README_SI.md @@ -103,74 +103,6 @@ Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozi **7. Backend-as-a-Service**: AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko. -## Primerjava Funkcij - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
FunkcijaDify.AILangChainFlowiseOpenAI Assistants API
Programski pristopAPI + usmerjeno v aplikacijePython kodaUsmerjeno v aplikacijeUsmerjeno v API
Podprti LLM-jiBogata izbiraBogata izbiraBogata izbiraSamo OpenAI
RAG pogon✅✅✅✅
Agent✅✅❌✅
Potek dela✅❌✅❌
Spremljanje✅✅❌❌
Funkcija za podjetja (SSO/nadzor dostopa)✅❌❌❌
Lokalna namestitev✅✅✅❌
- ## Uporaba Dify - **Cloud
** diff --git a/README_TR.md b/README_TR.md index e54b1f4589..21df0d1605 100644 --- a/README_TR.md +++ b/README_TR.md @@ -74,74 +74,6 @@ Uygulama loglarını ve performans metriklerini zaman içinde izleme ve analiz e **7. Hizmet Olarak Backend**: Dify'ın tüm özellikleri ilgili API'lerle birlikte gelir, böylece Dify'ı kendi iş mantığınıza kolayca entegre edebilirsiniz. -## Özellik karşılaştırması - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
ÖzellikDify.AILangChainFlowiseOpenAI Assistants API
Programlama YaklaşımıAPI + Uygulama odaklıPython KoduUygulama odaklıAPI odaklı
Desteklenen LLM'lerZengin ÇeşitlilikZengin ÇeşitlilikZengin ÇeşitlilikYalnızca OpenAI
RAG Motoru✅✅✅✅
Ajan✅✅❌✅
İş Akışı✅❌✅❌
Gözlemlenebilirlik✅✅❌❌
Kurumsal Özellikler (SSO/Erişim kontrolü)✅❌❌❌
Yerel Dağıtım✅✅✅❌
- ## Dify'ı Kullanma - **Cloud
** @@ -229,7 +161,7 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter ## Katkıda Bulunma -Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakabilirsiniz. +Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TR.md) bakabilirsiniz. Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda paylaşarak desteklemeyi düşünün. > Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın. diff --git a/README_TW.md b/README_TW.md index c41434771c..18d0724784 100644 --- a/README_TW.md +++ b/README_TW.md @@ -106,74 +106,6 @@ docker compose up -d **7. 後端即服務**： Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify 整合到您自己的業務邏輯中。 -## 功能比較 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
功能Dify.AILangChainFlowiseOpenAI Assistants API
程式設計方法API + 應用導向Python 代碼應用導向API 導向
支援的 LLM 模型豐富多樣豐富多樣豐富多樣僅限 OpenAI
RAG 引擎✅✅✅✅
代理功能✅✅❌✅
工作流程✅❌✅❌
可觀察性✅✅❌❌
企業級功能 (SSO/存取控制)✅❌❌❌
本地部署✅✅✅❌
- ## 使用 Dify - **雲端服務
** @@ -241,7 +173,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify ## 貢獻 -對於想要貢獻程式碼的開發者，請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。 +對於想要貢獻程式碼的開發者，請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TW.md)。 同時，也請考慮透過在社群媒體和各種活動與會議上分享 Dify 來支持我們。 > 我們正在尋找貢獻者協助將 Dify 翻譯成中文和英文以外的語言。如果您有興趣幫忙，請查看 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) 獲取更多資訊，並在我們的 [Discord 社群伺服器](https://discord.gg/8Tpq4AcN9c) 的 `global-users` 頻道留言給我們。 diff --git a/README_VI.md b/README_VI.md index 8c5c333e8f..6d5305fb75 100644 --- a/README_VI.md +++ b/README_VI.md @@ -74,74 +74,6 @@ Giám sát và phân tích nhật ký và hiệu suất ứng dụng theo thời **7. Backend-as-a-Service**: Tất cả các dịch vụ của Dify đều đi kèm với các API tương ứng, vì vậy bạn có thể dễ dàng tích hợp Dify vào logic kinh doanh của riêng mình. -## So sánh tính năng - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Tính năngDify.AILangChainFlowiseOpenAI Assistants API
Phương pháp lập trìnhHướng API + Ứng dụngMã PythonHướng ứng dụngHướng API
LLMs được hỗ trợĐa dạng phong phúĐa dạng phong phúĐa dạng phong phúChỉ OpenAI
RAG Engine✅✅✅✅
Agent✅✅❌✅
Quy trình làm việc✅❌✅❌
Khả năng quan sát✅✅❌❌
Tính năng doanh nghiệp (SSO/Kiểm soát truy cập)✅❌❌❌
Triển khai cục bộ✅✅✅❌
- ## Sử dụng Dify - **Cloud
** @@ -230,7 +162,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De ## Đóng góp -Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi. +Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_VI.md) của chúng tôi. Đồng thời, vui lòng xem xét hỗ trợ Dify bằng cách chia sẻ nó trên mạng xã hội và tại các sự kiện và hội nghị. > Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi. diff --git a/api/.env.example b/api/.env.example index 3052dbfe2b..e947c5584b 100644 --- a/api/.env.example +++ b/api/.env.example @@ -564,3 +564,7 @@ QUEUE_MONITOR_THRESHOLD=200 QUEUE_MONITOR_ALERT_EMAILS= # Monitor interval in minutes, default is 30 minutes QUEUE_MONITOR_INTERVAL=30 + +# Swagger UI configuration +SWAGGER_UI_ENABLED=true +SWAGGER_UI_PATH=/swagger-ui.html diff --git a/api/.ruff.toml b/api/.ruff.toml index db6872b9c8..9668dc9f76 100644 --- a/api/.ruff.toml +++ b/api/.ruff.toml @@ -43,6 +43,7 @@ select = [ "S302", # suspicious-marshal-usage, disallow use of `marshal` module "S311", # suspicious-non-cryptographic-random-usage "G001", # don't use str format to logging messages + "G003", # don't use + in logging messages "G004", # don't use f-strings to format logging messages ] diff --git a/api/README.md b/api/README.md index 5571fdd0fd..d322963ffc 100644 --- a/api/README.md +++ b/api/README.md @@ -80,7 +80,7 @@ 1. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service. ```bash -uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage +uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation ``` Addition, if you want to debug the celery scheduled tasks, you can use the following command in another terminal: @@ -97,8 +97,16 @@ uv run celery -A app.celery beat uv sync --dev ``` -1. Run the tests locally with mocked system environment variables in `tool.pytest_env` section in `pyproject.toml` +1. Run the tests locally with mocked system environment variables in `tool.pytest_env` section in `pyproject.toml`, more can check [Claude.md](../CLAUDE.md) ```bash - uv run -P api bash dev/pytest/pytest_all_tests.sh + uv run pytest # Run all tests + uv run pytest tests/unit_tests/ # Unit tests only + uv run pytest tests/integration_tests/ # Integration tests + + # Code quality + ../dev/reformat # Run all formatters and linters + uv run ruff check --fix ./ # Fix linting issues + uv run ruff format ./ # Format code + uv run mypy . # Type checking ``` diff --git a/api/app_factory.py b/api/app_factory.py index 032d6b17fc..8a0417dd72 100644 --- a/api/app_factory.py +++ b/api/app_factory.py @@ -5,6 +5,8 @@ from configs import dify_config from contexts.wrapper import RecyclableContextVar from dify_app import DifyApp +logger = logging.getLogger(__name__) + # ---------------------------- # Application Factory Function @@ -32,7 +34,7 @@ def create_app() -> DifyApp: initialize_extensions(app) end_time = time.perf_counter() if dify_config.DEBUG: - logging.info("Finished create_app (%s ms)", round((end_time - start_time) * 1000, 2)) + logger.info("Finished create_app (%s ms)", round((end_time - start_time) * 1000, 2)) return app @@ -93,14 +95,14 @@ def initialize_extensions(app: DifyApp): is_enabled = ext.is_enabled() if hasattr(ext, "is_enabled") else True if not is_enabled: if dify_config.DEBUG: - logging.info("Skipped %s", short_name) + logger.info("Skipped %s", short_name) continue start_time = time.perf_counter() ext.init_app(app) end_time = time.perf_counter() if dify_config.DEBUG: - logging.info("Loaded %s (%s ms)", short_name, round((end_time - start_time) * 1000, 2)) + logger.info("Loaded %s (%s ms)", short_name, round((end_time - start_time) * 1000, 2)) def create_migrations_app(): diff --git a/api/child_class.py b/api/child_class.py new file mode 100644 index 0000000000..b210607b92 --- /dev/null +++ b/api/child_class.py @@ -0,0 +1,11 @@ +from tests.integration_tests.utils.parent_class import ParentClass + + +class ChildClass(ParentClass): + """Test child class for module import helper tests""" + + def __init__(self, name): + super().__init__(name) + + def get_name(self): + return f"Child: {self.name}" diff --git a/api/commands.py b/api/commands.py index 6b38e34b9b..89fef39d25 100644 --- a/api/commands.py +++ b/api/commands.py @@ -38,6 +38,8 @@ from services.plugin.data_migration import PluginDataMigration from services.plugin.plugin_migration import PluginMigration from tasks.remove_app_and_related_data_task import delete_draft_variables_batch +logger = logging.getLogger(__name__) + @click.command("reset-password", help="Reset the account password.") @click.option("--email", prompt=True, help="Account email to reset password for") @@ -685,7 +687,7 @@ def upgrade_db(): click.echo(click.style("Database migration successful!", fg="green")) except Exception: - logging.exception("Failed to execute database migration") + logger.exception("Failed to execute database migration") finally: lock.release() else: @@ -733,7 +735,7 @@ where sites.id is null limit 1000""" except Exception: failed_app_ids.append(app_id) click.echo(click.style(f"Failed to fix missing site for app {app_id}", fg="red")) - logging.exception("Failed to fix app related site missing issue, app_id: %s", app_id) + logger.exception("Failed to fix app related site missing issue, app_id: %s", app_id) continue if not processed_count: diff --git a/api/configs/feature/__init__.py b/api/configs/feature/__init__.py index 2bccc4b7a0..7638cd1899 100644 --- a/api/configs/feature/__init__.py +++ b/api/configs/feature/__init__.py @@ -1,4 +1,4 @@ -from typing import Annotated, Literal, Optional +from typing import Literal, Optional from pydantic import ( AliasChoices, @@ -976,6 +976,18 @@ class WorkflowLogConfig(BaseSettings): ) +class SwaggerUIConfig(BaseSettings): + SWAGGER_UI_ENABLED: bool = Field( + description="Whether to enable Swagger UI in api module", + default=True, + ) + + SWAGGER_UI_PATH: str = Field( + description="Swagger UI page path in api module", + default="/swagger-ui.html", + ) + + class FeatureConfig( # place the configs in alphabet order AppExecutionConfig, @@ -1007,6 +1019,7 @@ class FeatureConfig( WorkspaceConfig, LoginConfig, AccountConfig, + SwaggerUIConfig, # hosted services config HostedServiceConfig, CeleryBeatConfig, diff --git a/api/configs/middleware/__init__.py b/api/configs/middleware/__init__.py index ba8bbc7135..4751b96010 100644 --- a/api/configs/middleware/__init__.py +++ b/api/configs/middleware/__init__.py @@ -215,6 +215,7 @@ class DatabaseConfig(BaseSettings): "pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING, "connect_args": connect_args, "pool_use_lifo": self.SQLALCHEMY_POOL_USE_LIFO, + "pool_reset_on_return": None, } diff --git a/api/controllers/common/fields.py b/api/controllers/common/fields.py index 3466eea1f6..df9de825de 100644 --- a/api/controllers/common/fields.py +++ b/api/controllers/common/fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from libs.helper import AppIconUrlField @@ -10,6 +10,12 @@ parameters__system_parameters = { "workflow_file_upload_limit": fields.Integer, } + +def build_system_parameters_model(api_or_ns: Api | Namespace): + """Build the system parameters model for the API or Namespace.""" + return api_or_ns.model("SystemParameters", parameters__system_parameters) + + parameters_fields = { "opening_statement": fields.String, "suggested_questions": fields.Raw, @@ -25,6 +31,14 @@ parameters_fields = { "system_parameters": fields.Nested(parameters__system_parameters), } + +def build_parameters_model(api_or_ns: Api | Namespace): + """Build the parameters model for the API or Namespace.""" + copied_fields = parameters_fields.copy() + copied_fields["system_parameters"] = fields.Nested(build_system_parameters_model(api_or_ns)) + return api_or_ns.model("Parameters", copied_fields) + + site_fields = { "title": fields.String, "chat_color_theme": fields.String, @@ -41,3 +55,8 @@ site_fields = { "show_workflow_steps": fields.Boolean, "use_icon_as_answer_icon": fields.Boolean, } + + +def build_site_model(api_or_ns: Api | Namespace): + """Build the site model for the API or Namespace.""" + return api_or_ns.model("Site", site_fields) diff --git a/api/controllers/console/__init__.py b/api/controllers/console/__init__.py index 575e5b0c42..701e68a3d8 100644 --- a/api/controllers/console/__init__.py +++ b/api/controllers/console/__init__.py @@ -85,7 +85,6 @@ from .datasets import ( external, hit_testing, metadata, - upload_file, website, ) diff --git a/api/controllers/console/admin.py b/api/controllers/console/admin.py index 8a55197fb6..7e5c28200a 100644 --- a/api/controllers/console/admin.py +++ b/api/controllers/console/admin.py @@ -1,7 +1,7 @@ from functools import wraps from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from sqlalchemy import select from sqlalchemy.orm import Session from werkzeug.exceptions import NotFound, Unauthorized diff --git a/api/controllers/console/apikey.py b/api/controllers/console/apikey.py index 30c890c301..401e88709a 100644 --- a/api/controllers/console/apikey.py +++ b/api/controllers/console/apikey.py @@ -1,8 +1,8 @@ from typing import Any, Optional -import flask_restful +import flask_restx from flask_login import current_user -from flask_restful import Resource, fields, marshal_with +from flask_restx import Resource, fields, marshal_with from sqlalchemy import select from sqlalchemy.orm import Session from werkzeug.exceptions import Forbidden @@ -40,7 +40,7 @@ def _get_resource(resource_id, tenant_id, resource_model): ).scalar_one_or_none() if resource is None: - flask_restful.abort(404, message=f"{resource_model.__name__} not found.") + flask_restx.abort(404, message=f"{resource_model.__name__} not found.") return resource @@ -81,7 +81,7 @@ class BaseApiKeyListResource(Resource): ) if current_key_count >= self.max_keys: - flask_restful.abort( + flask_restx.abort( 400, message=f"Cannot create more than {self.max_keys} API keys for this resource type.", code="max_keys_exceeded", @@ -126,7 +126,7 @@ class BaseApiKeyResource(Resource): ) if key is None: - flask_restful.abort(404, message="API key not found") + flask_restx.abort(404, message="API key not found") db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete() db.session.commit() diff --git a/api/controllers/console/app/advanced_prompt_template.py b/api/controllers/console/app/advanced_prompt_template.py index c228743fa5..c6cb6f6e3a 100644 --- a/api/controllers/console/app/advanced_prompt_template.py +++ b/api/controllers/console/app/advanced_prompt_template.py @@ -1,4 +1,4 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.wraps import account_initialization_required, setup_required diff --git a/api/controllers/console/app/agent.py b/api/controllers/console/app/agent.py index d433415894..a964154207 100644 --- a/api/controllers/console/app/agent.py +++ b/api/controllers/console/app/agent.py @@ -1,4 +1,4 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.app.wraps import get_app_model diff --git a/api/controllers/console/app/annotation.py b/api/controllers/console/app/annotation.py index 2caa908d4a..37d23ccd9f 100644 --- a/api/controllers/console/app/annotation.py +++ b/api/controllers/console/app/annotation.py @@ -2,7 +2,7 @@ from typing import Literal from flask import request from flask_login import current_user -from flask_restful import Resource, marshal, marshal_with, reqparse +from flask_restx import Resource, marshal, marshal_with, reqparse from werkzeug.exceptions import Forbidden from controllers.common.errors import NoFileUploadedError, TooManyFilesError diff --git a/api/controllers/console/app/app.py b/api/controllers/console/app/app.py index 1cc13d669c..a6eb86122d 100644 --- a/api/controllers/console/app/app.py +++ b/api/controllers/console/app/app.py @@ -2,7 +2,7 @@ import uuid from typing import cast from flask_login import current_user -from flask_restful import Resource, inputs, marshal, marshal_with, reqparse +from flask_restx import Resource, inputs, marshal, marshal_with, reqparse from sqlalchemy import select from sqlalchemy.orm import Session from werkzeug.exceptions import BadRequest, Forbidden, abort diff --git a/api/controllers/console/app/app_import.py b/api/controllers/console/app/app_import.py index 9ffb94e9f9..aee93a8814 100644 --- a/api/controllers/console/app/app_import.py +++ b/api/controllers/console/app/app_import.py @@ -1,7 +1,7 @@ from typing import cast from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from sqlalchemy.orm import Session from werkzeug.exceptions import Forbidden diff --git a/api/controllers/console/app/audio.py b/api/controllers/console/app/audio.py index 665cf1aede..aaf5c3dfaa 100644 --- a/api/controllers/console/app/audio.py +++ b/api/controllers/console/app/audio.py @@ -1,7 +1,7 @@ import logging from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import InternalServerError import services @@ -31,6 +31,8 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + class ChatMessageAudioApi(Resource): @setup_required @@ -49,7 +51,7 @@ class ChatMessageAudioApi(Resource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -70,7 +72,7 @@ class ChatMessageAudioApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to ChatMessageAudioApi") + logger.exception("Failed to handle post request to ChatMessageAudioApi") raise InternalServerError() @@ -97,7 +99,7 @@ class ChatMessageTextApi(Resource): ) return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -118,7 +120,7 @@ class ChatMessageTextApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to ChatMessageTextApi") + logger.exception("Failed to handle post request to ChatMessageTextApi") raise InternalServerError() @@ -160,7 +162,7 @@ class TextModesApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle get request to TextModesApi") + logger.exception("Failed to handle get request to TextModesApi") raise InternalServerError() diff --git a/api/controllers/console/app/completion.py b/api/controllers/console/app/completion.py index ad94112f05..701ebb0b4a 100644 --- a/api/controllers/console/app/completion.py +++ b/api/controllers/console/app/completion.py @@ -2,7 +2,7 @@ import logging import flask_login from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import InternalServerError, NotFound import services @@ -34,6 +34,8 @@ from models.model import AppMode from services.app_generate_service import AppGenerateService from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + # define completion message api for user class CompletionMessageApi(Resource): @@ -67,7 +69,7 @@ class CompletionMessageApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -80,7 +82,7 @@ class CompletionMessageApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -134,7 +136,7 @@ class ChatMessageApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -149,7 +151,7 @@ class ChatMessageApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/app/conversation.py b/api/controllers/console/app/conversation.py index 6ddae6fad5..06f0218771 100644 --- a/api/controllers/console/app/conversation.py +++ b/api/controllers/console/app/conversation.py @@ -2,8 +2,8 @@ from datetime import datetime import pytz # pip install pytz from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Resource, marshal_with, reqparse +from flask_restx.inputs import int_range from sqlalchemy import func, or_ from sqlalchemy.orm import joinedload from werkzeug.exceptions import Forbidden, NotFound @@ -24,6 +24,8 @@ from libs.helper import DatetimeString from libs.login import login_required from models import Conversation, EndUser, Message, MessageAnnotation from models.model import AppMode +from services.conversation_service import ConversationService +from services.errors.conversation import ConversationNotExistsError class CompletionConversationApi(Resource): @@ -46,7 +48,9 @@ class CompletionConversationApi(Resource): parser.add_argument("limit", type=int_range(1, 100), default=20, location="args") args = parser.parse_args() - query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.mode == "completion") + query = db.select(Conversation).where( + Conversation.app_id == app_model.id, Conversation.mode == "completion", Conversation.is_deleted.is_(False) + ) if args["keyword"]: query = query.join(Message, Message.conversation_id == Conversation.id).where( @@ -119,18 +123,11 @@ class CompletionConversationDetailApi(Resource): raise Forbidden() conversation_id = str(conversation_id) - conversation = ( - db.session.query(Conversation) - .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id) - .first() - ) - - if not conversation: + try: + ConversationService.delete(app_model, conversation_id, current_user) + except ConversationNotExistsError: raise NotFound("Conversation Not Exists.") - conversation.is_deleted = True - db.session.commit() - return {"result": "success"}, 204 @@ -171,7 +168,7 @@ class ChatConversationApi(Resource): .subquery() ) - query = db.select(Conversation).where(Conversation.app_id == app_model.id) + query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.is_deleted.is_(False)) if args["keyword"]: keyword_filter = f"%{args['keyword']}%" @@ -284,18 +281,11 @@ class ChatConversationDetailApi(Resource): raise Forbidden() conversation_id = str(conversation_id) - conversation = ( - db.session.query(Conversation) - .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id) - .first() - ) - - if not conversation: + try: + ConversationService.delete(app_model, conversation_id, current_user) + except ConversationNotExistsError: raise NotFound("Conversation Not Exists.") - conversation.is_deleted = True - db.session.commit() - return {"result": "success"}, 204 diff --git a/api/controllers/console/app/conversation_variables.py b/api/controllers/console/app/conversation_variables.py index d49f433ba1..5ca4c33f87 100644 --- a/api/controllers/console/app/conversation_variables.py +++ b/api/controllers/console/app/conversation_variables.py @@ -1,4 +1,4 @@ -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from sqlalchemy import select from sqlalchemy.orm import Session diff --git a/api/controllers/console/app/generator.py b/api/controllers/console/app/generator.py index 1cabfd9f2e..7d990e9c49 100644 --- a/api/controllers/console/app/generator.py +++ b/api/controllers/console/app/generator.py @@ -1,7 +1,7 @@ from collections.abc import Sequence from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.app.error import ( diff --git a/api/controllers/console/app/mcp_server.py b/api/controllers/console/app/mcp_server.py index 2344fd5acb..541803e539 100644 --- a/api/controllers/console/app/mcp_server.py +++ b/api/controllers/console/app/mcp_server.py @@ -2,7 +2,7 @@ import json from enum import StrEnum from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from werkzeug.exceptions import NotFound from controllers.console import api diff --git a/api/controllers/console/app/message.py b/api/controllers/console/app/message.py index 680ac4a64c..f61ddb464a 100644 --- a/api/controllers/console/app/message.py +++ b/api/controllers/console/app/message.py @@ -1,8 +1,8 @@ import logging from flask_login import current_user -from flask_restful import Resource, fields, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Resource, fields, marshal_with, reqparse +from flask_restx.inputs import int_range from werkzeug.exceptions import Forbidden, InternalServerError, NotFound from controllers.console import api @@ -33,6 +33,8 @@ from services.errors.conversation import ConversationNotExistsError from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError from services.message_service import MessageService +logger = logging.getLogger(__name__) + class ChatMessageListApi(Resource): message_infinite_scroll_pagination_fields = { @@ -215,7 +217,7 @@ class MessageSuggestedQuestionApi(Resource): except SuggestedQuestionsAfterAnswerDisabledError: raise AppSuggestedQuestionsAfterAnswerDisabledError() except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"data": questions} diff --git a/api/controllers/console/app/model_config.py b/api/controllers/console/app/model_config.py index 029138fb6b..52ff9b923d 100644 --- a/api/controllers/console/app/model_config.py +++ b/api/controllers/console/app/model_config.py @@ -3,7 +3,7 @@ from typing import cast from flask import request from flask_login import current_user -from flask_restful import Resource +from flask_restx import Resource from controllers.console import api from controllers.console.app.wraps import get_app_model diff --git a/api/controllers/console/app/ops_trace.py b/api/controllers/console/app/ops_trace.py index 978c02412c..74c2867c2f 100644 --- a/api/controllers/console/app/ops_trace.py +++ b/api/controllers/console/app/ops_trace.py @@ -1,4 +1,4 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import BadRequest from controllers.console import api diff --git a/api/controllers/console/app/site.py b/api/controllers/console/app/site.py index 03418f1dd2..778ce92da6 100644 --- a/api/controllers/console/app/site.py +++ b/api/controllers/console/app/site.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from werkzeug.exceptions import Forbidden, NotFound from constants.languages import supported_language diff --git a/api/controllers/console/app/statistic.py b/api/controllers/console/app/statistic.py index 343b7acd7b..27e405af38 100644 --- a/api/controllers/console/app/statistic.py +++ b/api/controllers/console/app/statistic.py @@ -5,7 +5,7 @@ import pytz import sqlalchemy as sa from flask import jsonify from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.app.wraps import get_app_model diff --git a/api/controllers/console/app/workflow.py b/api/controllers/console/app/workflow.py index c58301b300..e36f308bd4 100644 --- a/api/controllers/console/app/workflow.py +++ b/api/controllers/console/app/workflow.py @@ -4,7 +4,7 @@ from collections.abc import Sequence from typing import cast from flask import abort, request -from flask_restful import Resource, inputs, marshal_with, reqparse +from flask_restx import Resource, inputs, marshal_with, reqparse from sqlalchemy.orm import Session from werkzeug.exceptions import Forbidden, InternalServerError, NotFound @@ -72,6 +72,7 @@ class DraftWorkflowApi(Resource): Get draft workflow """ # The role of the current user in the ta table must be admin, owner, or editor + assert isinstance(current_user, Account) if not current_user.is_editor: raise Forbidden() @@ -94,6 +95,7 @@ class DraftWorkflowApi(Resource): Sync draft workflow """ # The role of the current user in the ta table must be admin, owner, or editor + assert isinstance(current_user, Account) if not current_user.is_editor: raise Forbidden() @@ -171,6 +173,7 @@ class AdvancedChatDraftWorkflowRunApi(Resource): Run draft workflow """ # The role of the current user in the ta table must be admin, owner, or editor + assert isinstance(current_user, Account) if not current_user.is_editor: raise Forbidden() @@ -205,7 +208,7 @@ class AdvancedChatDraftWorkflowRunApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -218,13 +221,12 @@ class AdvancedChatDraftRunIterationNodeApi(Resource): """ Run draft workflow iteration node """ + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() - if not isinstance(current_user, Account): - raise Forbidden() - parser = reqparse.RequestParser() parser.add_argument("inputs", type=dict, location="json") args = parser.parse_args() @@ -242,7 +244,7 @@ class AdvancedChatDraftRunIterationNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -256,11 +258,10 @@ class WorkflowDraftRunIterationNodeApi(Resource): Run draft workflow iteration node """ # The role of the current user in the ta table must be admin, owner, or editor - if not current_user.is_editor: - raise Forbidden() - if not isinstance(current_user, Account): raise Forbidden() + if not current_user.is_editor: + raise Forbidden() parser = reqparse.RequestParser() parser.add_argument("inputs", type=dict, location="json") @@ -279,7 +280,7 @@ class WorkflowDraftRunIterationNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -292,12 +293,12 @@ class AdvancedChatDraftRunLoopNodeApi(Resource): """ Run draft workflow loop node """ - # The role of the current user in the ta table must be admin, owner, or editor - if not current_user.is_editor: - raise Forbidden() if not isinstance(current_user, Account): raise Forbidden() + # The role of the current user in the ta table must be admin, owner, or editor + if not current_user.is_editor: + raise Forbidden() parser = reqparse.RequestParser() parser.add_argument("inputs", type=dict, location="json") @@ -316,7 +317,7 @@ class AdvancedChatDraftRunLoopNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -329,12 +330,12 @@ class WorkflowDraftRunLoopNodeApi(Resource): """ Run draft workflow loop node """ - # The role of the current user in the ta table must be admin, owner, or editor - if not current_user.is_editor: - raise Forbidden() if not isinstance(current_user, Account): raise Forbidden() + # The role of the current user in the ta table must be admin, owner, or editor + if not current_user.is_editor: + raise Forbidden() parser = reqparse.RequestParser() parser.add_argument("inputs", type=dict, location="json") @@ -353,7 +354,7 @@ class WorkflowDraftRunLoopNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -366,12 +367,12 @@ class DraftWorkflowRunApi(Resource): """ Run draft workflow """ - # The role of the current user in the ta table must be admin, owner, or editor - if not current_user.is_editor: - raise Forbidden() if not isinstance(current_user, Account): raise Forbidden() + # The role of the current user in the ta table must be admin, owner, or editor + if not current_user.is_editor: + raise Forbidden() parser = reqparse.RequestParser() parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json") @@ -405,6 +406,9 @@ class WorkflowTaskStopApi(Resource): """ Stop workflow task """ + + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() @@ -424,12 +428,12 @@ class DraftWorkflowNodeRunApi(Resource): """ Run draft workflow node """ - # The role of the current user in the ta table must be admin, owner, or editor - if not current_user.is_editor: - raise Forbidden() if not isinstance(current_user, Account): raise Forbidden() + # The role of the current user in the ta table must be admin, owner, or editor + if not current_user.is_editor: + raise Forbidden() parser = reqparse.RequestParser() parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json") @@ -472,6 +476,9 @@ class PublishedWorkflowApi(Resource): """ Get published workflow """ + + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() @@ -491,13 +498,12 @@ class PublishedWorkflowApi(Resource): """ Publish workflow """ + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() - if not isinstance(current_user, Account): - raise Forbidden() - parser = reqparse.RequestParser() parser.add_argument("marked_name", type=str, required=False, default="", location="json") parser.add_argument("marked_comment", type=str, required=False, default="", location="json") @@ -541,6 +547,9 @@ class DefaultBlockConfigsApi(Resource): """ Get default block config """ + + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() @@ -559,13 +568,12 @@ class DefaultBlockConfigApi(Resource): """ Get default block config """ + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() - if not isinstance(current_user, Account): - raise Forbidden() - parser = reqparse.RequestParser() parser.add_argument("q", type=str, location="args") args = parser.parse_args() @@ -595,13 +603,12 @@ class ConvertToWorkflowApi(Resource): Convert expert mode of chatbot app to workflow mode Convert Completion App to Workflow App """ + if not isinstance(current_user, Account): + raise Forbidden() # The role of the current user in the ta table must be admin, owner, or editor if not current_user.is_editor: raise Forbidden() - if not isinstance(current_user, Account): - raise Forbidden() - if request.data: parser = reqparse.RequestParser() parser.add_argument("name", type=str, required=False, nullable=True, location="json") @@ -645,6 +652,9 @@ class PublishedAllWorkflowApi(Resource): """ Get published workflows """ + + if not isinstance(current_user, Account): + raise Forbidden() if not current_user.is_editor: raise Forbidden() @@ -693,13 +703,12 @@ class WorkflowByIdApi(Resource): """ Update workflow attributes """ + if not isinstance(current_user, Account): + raise Forbidden() # Check permission if not current_user.is_editor: raise Forbidden() - if not isinstance(current_user, Account): - raise Forbidden() - parser = reqparse.RequestParser() parser.add_argument("marked_name", type=str, required=False, location="json") parser.add_argument("marked_comment", type=str, required=False, location="json") @@ -750,13 +759,12 @@ class WorkflowByIdApi(Resource): """ Delete workflow """ + if not isinstance(current_user, Account): + raise Forbidden() # Check permission if not current_user.is_editor: raise Forbidden() - if not isinstance(current_user, Account): - raise Forbidden() - workflow_service = WorkflowService() # Create a session and manage the transaction diff --git a/api/controllers/console/app/workflow_app_log.py b/api/controllers/console/app/workflow_app_log.py index 310146a5e7..8d8cdc93cf 100644 --- a/api/controllers/console/app/workflow_app_log.py +++ b/api/controllers/console/app/workflow_app_log.py @@ -1,6 +1,6 @@ from dateutil.parser import isoparse -from flask_restful import Resource, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Resource, marshal_with, reqparse +from flask_restx.inputs import int_range from sqlalchemy.orm import Session from controllers.console import api diff --git a/api/controllers/console/app/workflow_draft_variable.py b/api/controllers/console/app/workflow_draft_variable.py index 414c07ef50..a0b73f7e07 100644 --- a/api/controllers/console/app/workflow_draft_variable.py +++ b/api/controllers/console/app/workflow_draft_variable.py @@ -2,7 +2,7 @@ import logging from typing import Any, NoReturn from flask import Response -from flask_restful import Resource, fields, inputs, marshal, marshal_with, reqparse +from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse from sqlalchemy.orm import Session from werkzeug.exceptions import Forbidden @@ -21,6 +21,7 @@ from factories.file_factory import build_from_mapping, build_from_mappings from factories.variable_factory import build_segment_with_type from libs.login import current_user, login_required from models import App, AppMode, db +from models.account import Account from models.workflow import WorkflowDraftVariable from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService from services.workflow_service import WorkflowService @@ -135,6 +136,7 @@ def _api_prerequisite(f): @account_initialization_required @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW]) def wrapper(*args, **kwargs): + assert isinstance(current_user, Account) if not current_user.is_editor: raise Forbidden() return f(*args, **kwargs) diff --git a/api/controllers/console/app/workflow_run.py b/api/controllers/console/app/workflow_run.py index 9099700213..dccbfd8648 100644 --- a/api/controllers/console/app/workflow_run.py +++ b/api/controllers/console/app/workflow_run.py @@ -1,8 +1,8 @@ from typing import cast from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Resource, marshal_with, reqparse +from flask_restx.inputs import int_range from controllers.console import api from controllers.console.app.wraps import get_app_model diff --git a/api/controllers/console/app/workflow_statistic.py b/api/controllers/console/app/workflow_statistic.py index 7f80afd83b..7cef175c14 100644 --- a/api/controllers/console/app/workflow_statistic.py +++ b/api/controllers/console/app/workflow_statistic.py @@ -5,7 +5,7 @@ import pytz import sqlalchemy as sa from flask import jsonify from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.app.wraps import get_app_model diff --git a/api/controllers/console/app/wraps.py b/api/controllers/console/app/wraps.py index 132dc1f96b..c7e300279a 100644 --- a/api/controllers/console/app/wraps.py +++ b/api/controllers/console/app/wraps.py @@ -6,9 +6,11 @@ from controllers.console.app.error import AppNotFoundError from extensions.ext_database import db from libs.login import current_user from models import App, AppMode +from models.account import Account def _load_app_model(app_id: str) -> Optional[App]: + assert isinstance(current_user, Account) app_model = ( db.session.query(App) .where(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal") diff --git a/api/controllers/console/auth/activate.py b/api/controllers/console/auth/activate.py index 2562fb5eb8..e82e403ec2 100644 --- a/api/controllers/console/auth/activate.py +++ b/api/controllers/console/auth/activate.py @@ -1,5 +1,5 @@ from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from constants.languages import supported_language from controllers.console import api diff --git a/api/controllers/console/auth/data_source_bearer_auth.py b/api/controllers/console/auth/data_source_bearer_auth.py index b8c3c8f012..796e6916cc 100644 --- a/api/controllers/console/auth/data_source_bearer_auth.py +++ b/api/controllers/console/auth/data_source_bearer_auth.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden from controllers.console import api diff --git a/api/controllers/console/auth/data_source_oauth.py b/api/controllers/console/auth/data_source_oauth.py index 4940b48754..35a91a52ea 100644 --- a/api/controllers/console/auth/data_source_oauth.py +++ b/api/controllers/console/auth/data_source_oauth.py @@ -3,7 +3,7 @@ import logging import requests from flask import current_app, redirect, request from flask_login import current_user -from flask_restful import Resource +from flask_restx import Resource from werkzeug.exceptions import Forbidden from configs import dify_config @@ -13,6 +13,8 @@ from libs.oauth_data_source import NotionOAuth from ..wraps import account_initialization_required, setup_required +logger = logging.getLogger(__name__) + def get_oauth_providers(): with current_app.app_context(): @@ -80,7 +82,7 @@ class OAuthDataSourceBinding(Resource): try: oauth_provider.get_access_token(code) except requests.exceptions.HTTPError as e: - logging.exception( + logger.exception( "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text ) return {"error": "OAuth data source process failed"}, 400 @@ -103,7 +105,7 @@ class OAuthDataSourceSync(Resource): try: oauth_provider.sync_data_source(binding_id) except requests.exceptions.HTTPError as e: - logging.exception( + logger.exception( "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text ) return {"error": "OAuth data source process failed"}, 400 diff --git a/api/controllers/console/auth/error.py b/api/controllers/console/auth/error.py index 8c5e23de58..7853bef917 100644 --- a/api/controllers/console/auth/error.py +++ b/api/controllers/console/auth/error.py @@ -55,6 +55,12 @@ class EmailOrPasswordMismatchError(BaseHTTPException): code = 400 +class AuthenticationFailedError(BaseHTTPException): + error_code = "authentication_failed" + description = "Invalid email or password." + code = 401 + + class EmailPasswordLoginLimitError(BaseHTTPException): error_code = "email_code_login_limit" description = "Too many incorrect password attempts. Please try again later." diff --git a/api/controllers/console/auth/forgot_password.py b/api/controllers/console/auth/forgot_password.py index 3bbe3177fc..ede0696854 100644 --- a/api/controllers/console/auth/forgot_password.py +++ b/api/controllers/console/auth/forgot_password.py @@ -2,7 +2,7 @@ import base64 import secrets from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from sqlalchemy import select from sqlalchemy.orm import Session diff --git a/api/controllers/console/auth/login.py b/api/controllers/console/auth/login.py index 5f2a24322d..6ed49f48ff 100644 --- a/api/controllers/console/auth/login.py +++ b/api/controllers/console/auth/login.py @@ -2,15 +2,15 @@ from typing import cast import flask_login from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse import services from configs import dify_config from constants.languages import languages from controllers.console import api from controllers.console.auth.error import ( + AuthenticationFailedError, EmailCodeError, - EmailOrPasswordMismatchError, EmailPasswordLoginLimitError, InvalidEmailError, InvalidTokenError, @@ -79,7 +79,7 @@ class LoginApi(Resource): raise AccountBannedError() except services.errors.account.AccountPasswordError: AccountService.add_login_error_rate_limit(args["email"]) - raise EmailOrPasswordMismatchError() + raise AuthenticationFailedError() except services.errors.account.AccountNotFoundError: if FeatureService.get_system_features().is_allow_register: token = AccountService.send_reset_password_email(email=args["email"], language=language) @@ -132,6 +132,7 @@ class ResetPasswordSendEmailApi(Resource): account = AccountService.get_user_through_email(args["email"]) except AccountRegisterError as are: raise AccountInFreezeError() + if account is None: if FeatureService.get_system_features().is_allow_register: token = AccountService.send_reset_password_email(email=args["email"], language=language) @@ -221,7 +222,7 @@ class EmailCodeLoginApi(Resource): email=user_email, name=user_email, interface_language=languages[0] ) except WorkSpaceNotAllowedCreateError: - return NotAllowedCreateWorkspace() + raise NotAllowedCreateWorkspace() except AccountRegisterError as are: raise AccountInFreezeError() except WorkspacesLimitExceededError: diff --git a/api/controllers/console/auth/oauth.py b/api/controllers/console/auth/oauth.py index 4a6cb99390..40c62f1f3e 100644 --- a/api/controllers/console/auth/oauth.py +++ b/api/controllers/console/auth/oauth.py @@ -3,7 +3,7 @@ from typing import Optional import requests from flask import current_app, redirect, request -from flask_restful import Resource +from flask_restx import Resource from sqlalchemy import select from sqlalchemy.orm import Session from werkzeug.exceptions import Unauthorized @@ -24,6 +24,8 @@ from services.feature_service import FeatureService from .. import api +logger = logging.getLogger(__name__) + def get_oauth_providers(): with current_app.app_context(): @@ -80,7 +82,7 @@ class OAuthCallback(Resource): user_info = oauth_provider.get_user_info(token) except requests.exceptions.RequestException as e: error_text = e.response.text if e.response else str(e) - logging.exception("An error occurred during the OAuth process with %s: %s", provider, error_text) + logger.exception("An error occurred during the OAuth process with %s: %s", provider, error_text) return {"error": "OAuth process failed"}, 400 if invite_token and RegisterService.is_valid_invite_token(invite_token): diff --git a/api/controllers/console/billing/billing.py b/api/controllers/console/billing/billing.py index 4b0c82ae6c..8ebb745a60 100644 --- a/api/controllers/console/billing/billing.py +++ b/api/controllers/console/billing/billing.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.wraps import account_initialization_required, only_edition_cloud, setup_required diff --git a/api/controllers/console/billing/compliance.py b/api/controllers/console/billing/compliance.py index 9679632ac7..4bc073f679 100644 --- a/api/controllers/console/billing/compliance.py +++ b/api/controllers/console/billing/compliance.py @@ -1,6 +1,6 @@ from flask import request from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from libs.helper import extract_remote_ip from libs.login import login_required diff --git a/api/controllers/console/datasets/data_source.py b/api/controllers/console/datasets/data_source.py index 39f8ab5787..6083a53bec 100644 --- a/api/controllers/console/datasets/data_source.py +++ b/api/controllers/console/datasets/data_source.py @@ -2,7 +2,7 @@ import json from flask import request from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from sqlalchemy import select from sqlalchemy.orm import Session from werkzeug.exceptions import NotFound diff --git a/api/controllers/console/datasets/datasets.py b/api/controllers/console/datasets/datasets.py index 2befd2a651..a5a18e7f33 100644 --- a/api/controllers/console/datasets/datasets.py +++ b/api/controllers/console/datasets/datasets.py @@ -1,7 +1,7 @@ -import flask_restful +import flask_restx from flask import request from flask_login import current_user -from flask_restful import Resource, marshal, marshal_with, reqparse +from flask_restx import Resource, marshal, marshal_with, reqparse from werkzeug.exceptions import Forbidden, NotFound import services @@ -553,7 +553,7 @@ class DatasetIndexingStatusApi(Resource): } documents_status.append(marshal(document_dict, document_status_fields)) data = {"data": documents_status} - return data + return data, 200 class DatasetApiKeyApi(Resource): @@ -589,7 +589,7 @@ class DatasetApiKeyApi(Resource): ) if current_key_count >= self.max_keys: - flask_restful.abort( + flask_restx.abort( 400, message=f"Cannot create more than {self.max_keys} API keys for this resource type.", code="max_keys_exceeded", @@ -629,7 +629,7 @@ class DatasetApiDeleteApi(Resource): ) if key is None: - flask_restful.abort(404, message="API key not found") + flask_restx.abort(404, message="API key not found") db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete() db.session.commit() diff --git a/api/controllers/console/datasets/datasets_document.py b/api/controllers/console/datasets/datasets_document.py index 413b018baa..8d50b0d41c 100644 --- a/api/controllers/console/datasets/datasets_document.py +++ b/api/controllers/console/datasets/datasets_document.py @@ -4,7 +4,7 @@ from typing import Literal, cast from flask import request from flask_login import current_user -from flask_restful import Resource, marshal, marshal_with, reqparse +from flask_restx import Resource, marshal, marshal_with, reqparse from sqlalchemy import asc, desc, select from werkzeug.exceptions import Forbidden, NotFound @@ -54,6 +54,8 @@ from models import Dataset, DatasetProcessRule, Document, DocumentSegment, Uploa from services.dataset_service import DatasetService, DocumentService from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig +logger = logging.getLogger(__name__) + class DocumentResource(Resource): def get_document(self, dataset_id: str, document_id: str) -> Document: @@ -468,25 +470,11 @@ class DocumentBatchIndexingEstimateApi(DocumentResource): return {"tokens": 0, "total_price": 0, "currency": "USD", "total_segments": 0, "preview": []}, 200 data_process_rule = documents[0].dataset_process_rule data_process_rule_dict = data_process_rule.to_dict() - info_list = [] extract_settings = [] for document in documents: if document.indexing_status in {"completed", "error"}: raise DocumentAlreadyFinishedError() data_source_info = document.data_source_info_dict - # format document files info - if data_source_info and "upload_file_id" in data_source_info: - file_id = data_source_info["upload_file_id"] - info_list.append(file_id) - # format document notion info - elif ( - data_source_info and "notion_workspace_id" in data_source_info and "notion_page_id" in data_source_info - ): - pages = [] - page = {"page_id": data_source_info["notion_page_id"], "type": data_source_info["type"]} - pages.append(page) - notion_info = {"workspace_id": data_source_info["notion_workspace_id"], "pages": pages} - info_list.append(notion_info) if document.data_source_type == "upload_file": file_id = data_source_info["upload_file_id"] @@ -966,7 +954,7 @@ class DocumentRetryApi(DocumentResource): raise DocumentAlreadyFinishedError() retry_documents.append(document) except Exception: - logging.exception("Failed to retry document, document id: %s", document_id) + logger.exception("Failed to retry document, document id: %s", document_id) continue # retry document DocumentService.retry_document(dataset_id, retry_documents) diff --git a/api/controllers/console/datasets/datasets_segments.py b/api/controllers/console/datasets/datasets_segments.py index 8c429044d7..463fd2d7ec 100644 --- a/api/controllers/console/datasets/datasets_segments.py +++ b/api/controllers/console/datasets/datasets_segments.py @@ -2,7 +2,7 @@ import uuid from flask import request from flask_login import current_user -from flask_restful import Resource, marshal, reqparse +from flask_restx import Resource, marshal, reqparse from sqlalchemy import select from werkzeug.exceptions import Forbidden, NotFound @@ -584,7 +584,12 @@ class ChildChunkUpdateApi(Resource): child_chunk_id = str(child_chunk_id) child_chunk = ( db.session.query(ChildChunk) - .where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id) + .where( + ChildChunk.id == str(child_chunk_id), + ChildChunk.tenant_id == current_user.current_tenant_id, + ChildChunk.segment_id == segment.id, + ChildChunk.document_id == document_id, + ) .first() ) if not child_chunk: @@ -633,7 +638,12 @@ class ChildChunkUpdateApi(Resource): child_chunk_id = str(child_chunk_id) child_chunk = ( db.session.query(ChildChunk) - .where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id) + .where( + ChildChunk.id == str(child_chunk_id), + ChildChunk.tenant_id == current_user.current_tenant_id, + ChildChunk.segment_id == segment.id, + ChildChunk.document_id == document_id, + ) .first() ) if not child_chunk: diff --git a/api/controllers/console/datasets/external.py b/api/controllers/console/datasets/external.py index cf9081e154..043f39f623 100644 --- a/api/controllers/console/datasets/external.py +++ b/api/controllers/console/datasets/external.py @@ -1,6 +1,6 @@ from flask import request from flask_login import current_user -from flask_restful import Resource, marshal, reqparse +from flask_restx import Resource, marshal, reqparse from werkzeug.exceptions import Forbidden, InternalServerError, NotFound import services diff --git a/api/controllers/console/datasets/hit_testing.py b/api/controllers/console/datasets/hit_testing.py index fba5d4c0f3..2ad192571b 100644 --- a/api/controllers/console/datasets/hit_testing.py +++ b/api/controllers/console/datasets/hit_testing.py @@ -1,4 +1,4 @@ -from flask_restful import Resource +from flask_restx import Resource from controllers.console import api from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase diff --git a/api/controllers/console/datasets/hit_testing_base.py b/api/controllers/console/datasets/hit_testing_base.py index 3b4c076863..cfbfc50873 100644 --- a/api/controllers/console/datasets/hit_testing_base.py +++ b/api/controllers/console/datasets/hit_testing_base.py @@ -1,7 +1,7 @@ import logging from flask_login import current_user -from flask_restful import marshal, reqparse +from flask_restx import marshal, reqparse from werkzeug.exceptions import Forbidden, InternalServerError, NotFound import services.dataset_service @@ -23,6 +23,8 @@ from fields.hit_testing_fields import hit_testing_record_fields from services.dataset_service import DatasetService from services.hit_testing_service import HitTestingService +logger = logging.getLogger(__name__) + class DatasetsHitTestingBase: @staticmethod @@ -81,5 +83,5 @@ class DatasetsHitTestingBase: except ValueError as e: raise ValueError(str(e)) except Exception as e: - logging.exception("Hit testing failed.") + logger.exception("Hit testing failed.") raise InternalServerError(str(e)) diff --git a/api/controllers/console/datasets/metadata.py b/api/controllers/console/datasets/metadata.py index 1b5570285d..6aa309f930 100644 --- a/api/controllers/console/datasets/metadata.py +++ b/api/controllers/console/datasets/metadata.py @@ -1,7 +1,7 @@ from typing import Literal from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from werkzeug.exceptions import NotFound from controllers.console import api diff --git a/api/controllers/console/datasets/upload_file.py b/api/controllers/console/datasets/upload_file.py deleted file mode 100644 index 2afdaf7f2b..0000000000 --- a/api/controllers/console/datasets/upload_file.py +++ /dev/null @@ -1,62 +0,0 @@ -from flask_login import current_user -from flask_restful import Resource -from werkzeug.exceptions import NotFound - -from controllers.console import api -from controllers.console.wraps import ( - account_initialization_required, - setup_required, -) -from core.file import helpers as file_helpers -from extensions.ext_database import db -from models.dataset import Dataset -from models.model import UploadFile -from services.dataset_service import DocumentService - - -class UploadFileApi(Resource): - @setup_required - @account_initialization_required - def get(self, dataset_id, document_id): - """Get upload file.""" - # check dataset - dataset_id = str(dataset_id) - dataset = ( - db.session.query(Dataset) - .filter(Dataset.tenant_id == current_user.current_tenant_id, Dataset.id == dataset_id) - .first() - ) - if not dataset: - raise NotFound("Dataset not found.") - # check document - document_id = str(document_id) - document = DocumentService.get_document(dataset.id, document_id) - if not document: - raise NotFound("Document not found.") - # check upload file - if document.data_source_type != "upload_file": - raise ValueError(f"Document data source type ({document.data_source_type}) is not upload_file.") - data_source_info = document.data_source_info_dict - if data_source_info and "upload_file_id" in data_source_info: - file_id = data_source_info["upload_file_id"] - upload_file = db.session.query(UploadFile).where(UploadFile.id == file_id).first() - if not upload_file: - raise NotFound("UploadFile not found.") - else: - raise ValueError("Upload file id not found in document data source info.") - - url = file_helpers.get_signed_file_url(upload_file_id=upload_file.id) - return { - "id": upload_file.id, - "name": upload_file.name, - "size": upload_file.size, - "extension": upload_file.extension, - "url": url, - "download_url": f"{url}&as_attachment=true", - "mime_type": upload_file.mime_type, - "created_by": upload_file.created_by, - "created_at": upload_file.created_at.timestamp(), - }, 200 - - -api.add_resource(UploadFileApi, "/datasets//documents//upload-file") diff --git a/api/controllers/console/datasets/website.py b/api/controllers/console/datasets/website.py index fcdc91ec67..bdaa268462 100644 --- a/api/controllers/console/datasets/website.py +++ b/api/controllers/console/datasets/website.py @@ -1,4 +1,4 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console import api from controllers.console.datasets.error import WebsiteCrawlError diff --git a/api/controllers/console/explore/audio.py b/api/controllers/console/explore/audio.py index d564a00a76..dc275fe18a 100644 --- a/api/controllers/console/explore/audio.py +++ b/api/controllers/console/explore/audio.py @@ -26,6 +26,8 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + class ChatAudioApi(InstalledAppResource): def post(self, installed_app): @@ -38,7 +40,7 @@ class ChatAudioApi(InstalledAppResource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -59,13 +61,13 @@ class ChatAudioApi(InstalledAppResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() class ChatTextApi(InstalledAppResource): def post(self, installed_app): - from flask_restful import reqparse + from flask_restx import reqparse app_model = installed_app.app try: @@ -83,7 +85,7 @@ class ChatTextApi(InstalledAppResource): response = AudioService.transcript_tts(app_model=app_model, text=text, voice=voice, message_id=message_id) return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -104,5 +106,5 @@ class ChatTextApi(InstalledAppResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/explore/completion.py b/api/controllers/console/explore/completion.py index 4842fefc57..cc46f54ea3 100644 --- a/api/controllers/console/explore/completion.py +++ b/api/controllers/console/explore/completion.py @@ -1,7 +1,7 @@ import logging from flask_login import current_user -from flask_restful import reqparse +from flask_restx import reqparse from werkzeug.exceptions import InternalServerError, NotFound import services @@ -32,6 +32,8 @@ from models.model import AppMode from services.app_generate_service import AppGenerateService from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + # define completion api for user class CompletionApi(InstalledAppResource): @@ -65,7 +67,7 @@ class CompletionApi(InstalledAppResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -78,7 +80,7 @@ class CompletionApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -125,7 +127,7 @@ class ChatApi(InstalledAppResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -140,7 +142,7 @@ class ChatApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/explore/conversation.py b/api/controllers/console/explore/conversation.py index d7c161cc6d..a8d46954b5 100644 --- a/api/controllers/console/explore/conversation.py +++ b/api/controllers/console/explore/conversation.py @@ -1,6 +1,6 @@ from flask_login import current_user -from flask_restful import marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import marshal_with, reqparse +from flask_restx.inputs import int_range from sqlalchemy.orm import Session from werkzeug.exceptions import NotFound diff --git a/api/controllers/console/explore/installed_app.py b/api/controllers/console/explore/installed_app.py index ad62bd6e08..3ccedd654b 100644 --- a/api/controllers/console/explore/installed_app.py +++ b/api/controllers/console/explore/installed_app.py @@ -3,7 +3,7 @@ from typing import Any from flask import request from flask_login import current_user -from flask_restful import Resource, inputs, marshal_with, reqparse +from flask_restx import Resource, inputs, marshal_with, reqparse from sqlalchemy import and_ from werkzeug.exceptions import BadRequest, Forbidden, NotFound diff --git a/api/controllers/console/explore/message.py b/api/controllers/console/explore/message.py index de95a9e7b0..608bc6d007 100644 --- a/api/controllers/console/explore/message.py +++ b/api/controllers/console/explore/message.py @@ -1,8 +1,8 @@ import logging from flask_login import current_user -from flask_restful import marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import marshal_with, reqparse +from flask_restx.inputs import int_range from werkzeug.exceptions import InternalServerError, NotFound from controllers.console.app.error import ( @@ -35,6 +35,8 @@ from services.errors.message import ( ) from services.message_service import MessageService +logger = logging.getLogger(__name__) + class MessageListApi(InstalledAppResource): @marshal_with(message_infinite_scroll_pagination_fields) @@ -126,7 +128,7 @@ class MessageMoreLikeThisApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -158,7 +160,7 @@ class MessageSuggestedQuestionApi(InstalledAppResource): except InvokeError as e: raise CompletionRequestError(e.description) except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"data": questions} diff --git a/api/controllers/console/explore/parameter.py b/api/controllers/console/explore/parameter.py index a1280d91d1..c368744759 100644 --- a/api/controllers/console/explore/parameter.py +++ b/api/controllers/console/explore/parameter.py @@ -1,4 +1,4 @@ -from flask_restful import marshal_with +from flask_restx import marshal_with from controllers.common import fields from controllers.console import api diff --git a/api/controllers/console/explore/recommended_app.py b/api/controllers/console/explore/recommended_app.py index ce85f495aa..62f9350b71 100644 --- a/api/controllers/console/explore/recommended_app.py +++ b/api/controllers/console/explore/recommended_app.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource, fields, marshal_with, reqparse +from flask_restx import Resource, fields, marshal_with, reqparse from constants.languages import languages from controllers.console import api diff --git a/api/controllers/console/explore/saved_message.py b/api/controllers/console/explore/saved_message.py index 339e7007a0..5353dbcad5 100644 --- a/api/controllers/console/explore/saved_message.py +++ b/api/controllers/console/explore/saved_message.py @@ -1,6 +1,6 @@ from flask_login import current_user -from flask_restful import fields, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import fields, marshal_with, reqparse +from flask_restx.inputs import int_range from werkzeug.exceptions import NotFound from controllers.console import api diff --git a/api/controllers/console/explore/workflow.py b/api/controllers/console/explore/workflow.py index 3f625e6609..0a5a88d6f5 100644 --- a/api/controllers/console/explore/workflow.py +++ b/api/controllers/console/explore/workflow.py @@ -1,6 +1,6 @@ import logging -from flask_restful import reqparse +from flask_restx import reqparse from werkzeug.exceptions import InternalServerError from controllers.console.app.error import ( @@ -43,7 +43,7 @@ class InstalledAppWorkflowRunApi(InstalledAppResource): parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json") parser.add_argument("files", type=list, required=False, location="json") args = parser.parse_args() - + assert current_user is not None try: response = AppGenerateService.generate( app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=True @@ -63,7 +63,7 @@ class InstalledAppWorkflowRunApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -76,6 +76,7 @@ class InstalledAppWorkflowTaskStopApi(InstalledAppResource): app_mode = AppMode.value_of(app_model.mode) if app_mode != AppMode.WORKFLOW: raise NotWorkflowAppError() + assert current_user is not None AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id) diff --git a/api/controllers/console/explore/wraps.py b/api/controllers/console/explore/wraps.py index de97fb149e..e86103184a 100644 --- a/api/controllers/console/explore/wraps.py +++ b/api/controllers/console/explore/wraps.py @@ -1,7 +1,7 @@ from functools import wraps from flask_login import current_user -from flask_restful import Resource +from flask_restx import Resource from werkzeug.exceptions import NotFound from controllers.console.explore.error import AppAccessDeniedError diff --git a/api/controllers/console/extension.py b/api/controllers/console/extension.py index 07a241ef86..e157041c35 100644 --- a/api/controllers/console/extension.py +++ b/api/controllers/console/extension.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from constants import HIDDEN_VALUE from controllers.console import api diff --git a/api/controllers/console/feature.py b/api/controllers/console/feature.py index 70ab4ff865..6236832d39 100644 --- a/api/controllers/console/feature.py +++ b/api/controllers/console/feature.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource +from flask_restx import Resource from libs.login import login_required from services.feature_service import FeatureService diff --git a/api/controllers/console/files.py b/api/controllers/console/files.py index a87d270e9c..101a49a32e 100644 --- a/api/controllers/console/files.py +++ b/api/controllers/console/files.py @@ -2,7 +2,7 @@ from typing import Literal from flask import request from flask_login import current_user -from flask_restful import Resource, marshal_with +from flask_restx import Resource, marshal_with from werkzeug.exceptions import Forbidden import services diff --git a/api/controllers/console/init_validate.py b/api/controllers/console/init_validate.py index b19e331d2e..2a37b1708a 100644 --- a/api/controllers/console/init_validate.py +++ b/api/controllers/console/init_validate.py @@ -1,7 +1,7 @@ import os from flask import session -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from sqlalchemy import select from sqlalchemy.orm import Session diff --git a/api/controllers/console/ping.py b/api/controllers/console/ping.py index cd28cc946e..1a53a2347e 100644 --- a/api/controllers/console/ping.py +++ b/api/controllers/console/ping.py @@ -1,4 +1,4 @@ -from flask_restful import Resource +from flask_restx import Resource from controllers.console import api diff --git a/api/controllers/console/remote_files.py b/api/controllers/console/remote_files.py index c356113c40..73014cfc97 100644 --- a/api/controllers/console/remote_files.py +++ b/api/controllers/console/remote_files.py @@ -3,7 +3,7 @@ from typing import cast import httpx from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse import services from controllers.common import helpers diff --git a/api/controllers/console/setup.py b/api/controllers/console/setup.py index e1f19a87a3..8e230496f0 100644 --- a/api/controllers/console/setup.py +++ b/api/controllers/console/setup.py @@ -1,5 +1,5 @@ from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from configs import dify_config from libs.helper import StrLen, email, extract_remote_ip diff --git a/api/controllers/console/tag/tags.py b/api/controllers/console/tag/tags.py index cb5dedca21..c45e7dbb26 100644 --- a/api/controllers/console/tag/tags.py +++ b/api/controllers/console/tag/tags.py @@ -1,11 +1,11 @@ from flask import request from flask_login import current_user -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from werkzeug.exceptions import Forbidden from controllers.console import api from controllers.console.wraps import account_initialization_required, setup_required -from fields.tag_fields import tag_fields +from fields.tag_fields import dataset_tag_fields from libs.login import login_required from models.model import Tag from services.tag_service import TagService @@ -21,7 +21,7 @@ class TagListApi(Resource): @setup_required @login_required @account_initialization_required - @marshal_with(tag_fields) + @marshal_with(dataset_tag_fields) def get(self): tag_type = request.args.get("type", type=str, default="") keyword = request.args.get("keyword", default=None, type=str) diff --git a/api/controllers/console/version.py b/api/controllers/console/version.py index 894785abc8..95515c38f9 100644 --- a/api/controllers/console/version.py +++ b/api/controllers/console/version.py @@ -2,13 +2,15 @@ import json import logging import requests -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from packaging import version from configs import dify_config from . import api +logger = logging.getLogger(__name__) + class VersionApi(Resource): def get(self): @@ -34,7 +36,7 @@ class VersionApi(Resource): try: response = requests.get(check_update_url, {"current_version": args.get("current_version")}, timeout=(3, 10)) except Exception as error: - logging.warning("Check update version error: %s.", str(error)) + logger.warning("Check update version error: %s.", str(error)) result["version"] = args.get("current_version") return result @@ -55,7 +57,7 @@ def _has_new_version(*, latest_version: str, current_version: str) -> bool: # Compare versions return latest > current except version.InvalidVersion: - logging.warning("Invalid version format: latest=%s, current=%s", latest_version, current_version) + logger.warning("Invalid version format: latest=%s, current=%s", latest_version, current_version) return False diff --git a/api/controllers/console/workspace/account.py b/api/controllers/console/workspace/account.py index 3f6d6bf54f..5b2828dbab 100644 --- a/api/controllers/console/workspace/account.py +++ b/api/controllers/console/workspace/account.py @@ -3,7 +3,7 @@ from datetime import datetime import pytz from flask import request from flask_login import current_user -from flask_restful import Resource, fields, marshal_with, reqparse +from flask_restx import Resource, fields, marshal_with, reqparse from sqlalchemy import select from sqlalchemy.orm import Session diff --git a/api/controllers/console/workspace/agent_providers.py b/api/controllers/console/workspace/agent_providers.py index 88c37767e3..08bab6fcb5 100644 --- a/api/controllers/console/workspace/agent_providers.py +++ b/api/controllers/console/workspace/agent_providers.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource +from flask_restx import Resource from controllers.console import api from controllers.console.wraps import account_initialization_required, setup_required diff --git a/api/controllers/console/workspace/endpoint.py b/api/controllers/console/workspace/endpoint.py index eb53dcb16e..96e873d42b 100644 --- a/api/controllers/console/workspace/endpoint.py +++ b/api/controllers/console/workspace/endpoint.py @@ -1,5 +1,5 @@ from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden from controllers.console import api diff --git a/api/controllers/console/workspace/load_balancing_config.py b/api/controllers/console/workspace/load_balancing_config.py index b4eb5e246b..7c1bc7c075 100644 --- a/api/controllers/console/workspace/load_balancing_config.py +++ b/api/controllers/console/workspace/load_balancing_config.py @@ -1,4 +1,4 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden from controllers.console import api @@ -6,7 +6,7 @@ from controllers.console.wraps import account_initialization_required, setup_req from core.model_runtime.entities.model_entities import ModelType from core.model_runtime.errors.validate import CredentialsValidateFailedError from libs.login import current_user, login_required -from models.account import TenantAccountRole +from models.account import Account, TenantAccountRole from services.model_load_balancing_service import ModelLoadBalancingService @@ -15,10 +15,12 @@ class LoadBalancingCredentialsValidateApi(Resource): @login_required @account_initialization_required def post(self, provider: str): + assert isinstance(current_user, Account) if not TenantAccountRole.is_privileged_role(current_user.current_role): raise Forbidden() tenant_id = current_user.current_tenant_id + assert tenant_id is not None parser = reqparse.RequestParser() parser.add_argument("model", type=str, required=True, nullable=False, location="json") @@ -64,10 +66,12 @@ class LoadBalancingConfigCredentialsValidateApi(Resource): @login_required @account_initialization_required def post(self, provider: str, config_id: str): + assert isinstance(current_user, Account) if not TenantAccountRole.is_privileged_role(current_user.current_role): raise Forbidden() tenant_id = current_user.current_tenant_id + assert tenant_id is not None parser = reqparse.RequestParser() parser.add_argument("model", type=str, required=True, nullable=False, location="json") diff --git a/api/controllers/console/workspace/members.py b/api/controllers/console/workspace/members.py index f7424923b9..cf2a10f453 100644 --- a/api/controllers/console/workspace/members.py +++ b/api/controllers/console/workspace/members.py @@ -2,7 +2,7 @@ from urllib import parse from flask import request from flask_login import current_user -from flask_restful import Resource, abort, marshal_with, reqparse +from flask_restx import Resource, abort, marshal_with, reqparse import services from configs import dify_config @@ -54,7 +54,7 @@ class MemberInviteEmailApi(Resource): @cloud_edition_billing_resource_check("members") def post(self): parser = reqparse.RequestParser() - parser.add_argument("emails", type=str, required=True, location="json", action="append") + parser.add_argument("emails", type=list, required=True, location="json") parser.add_argument("role", type=str, required=True, default="admin", location="json") parser.add_argument("language", type=str, required=False, location="json") args = parser.parse_args() diff --git a/api/controllers/console/workspace/model_providers.py b/api/controllers/console/workspace/model_providers.py index ff0fcbda6e..3861fb8e99 100644 --- a/api/controllers/console/workspace/model_providers.py +++ b/api/controllers/console/workspace/model_providers.py @@ -2,7 +2,7 @@ import io from flask import send_file from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden from controllers.console import api @@ -10,6 +10,7 @@ from controllers.console.wraps import account_initialization_required, setup_req from core.model_runtime.entities.model_entities import ModelType from core.model_runtime.errors.validate import CredentialsValidateFailedError from core.model_runtime.utils.encoders import jsonable_encoder +from libs.helper import StrLen, uuid_value from libs.login import login_required from services.billing_service import BillingService from services.model_provider_service import ModelProviderService @@ -45,12 +46,109 @@ class ModelProviderCredentialApi(Resource): @account_initialization_required def get(self, provider: str): tenant_id = current_user.current_tenant_id + # if credential_id is not provided, return current used credential + parser = reqparse.RequestParser() + parser.add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="args") + args = parser.parse_args() model_provider_service = ModelProviderService() - credentials = model_provider_service.get_provider_credentials(tenant_id=tenant_id, provider=provider) + credentials = model_provider_service.get_provider_credential( + tenant_id=tenant_id, provider=provider, credential_id=args.get("credential_id") + ) return {"credentials": credentials} + @setup_required + @login_required + @account_initialization_required + def post(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + + parser = reqparse.RequestParser() + parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json") + parser.add_argument("name", type=StrLen(30), required=True, nullable=False, location="json") + args = parser.parse_args() + + model_provider_service = ModelProviderService() + + try: + model_provider_service.create_provider_credential( + tenant_id=current_user.current_tenant_id, + provider=provider, + credentials=args["credentials"], + credential_name=args["name"], + ) + except CredentialsValidateFailedError as ex: + raise ValueError(str(ex)) + + return {"result": "success"}, 201 + + @setup_required + @login_required + @account_initialization_required + def put(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + + parser = reqparse.RequestParser() + parser.add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json") + parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json") + parser.add_argument("name", type=StrLen(30), required=True, nullable=False, location="json") + args = parser.parse_args() + + model_provider_service = ModelProviderService() + + try: + model_provider_service.update_provider_credential( + tenant_id=current_user.current_tenant_id, + provider=provider, + credentials=args["credentials"], + credential_id=args["credential_id"], + credential_name=args["name"], + ) + except CredentialsValidateFailedError as ex: + raise ValueError(str(ex)) + + return {"result": "success"} + + @setup_required + @login_required + @account_initialization_required + def delete(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + parser = reqparse.RequestParser() + parser.add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json") + args = parser.parse_args() + + model_provider_service = ModelProviderService() + model_provider_service.remove_provider_credential( + tenant_id=current_user.current_tenant_id, provider=provider, credential_id=args["credential_id"] + ) + + return {"result": "success"}, 204 + + +class ModelProviderCredentialSwitchApi(Resource): + @setup_required + @login_required + @account_initialization_required + def post(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + parser = reqparse.RequestParser() + parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json") + args = parser.parse_args() + + service = ModelProviderService() + service.switch_active_provider_credential( + tenant_id=current_user.current_tenant_id, + provider=provider, + credential_id=args["credential_id"], + ) + return {"result": "success"} + class ModelProviderValidateApi(Resource): @setup_required @@ -69,7 +167,7 @@ class ModelProviderValidateApi(Resource): error = "" try: - model_provider_service.provider_credentials_validate( + model_provider_service.validate_provider_credentials( tenant_id=tenant_id, provider=provider, credentials=args["credentials"] ) except CredentialsValidateFailedError as ex: @@ -84,42 +182,6 @@ class ModelProviderValidateApi(Resource): return response -class ModelProviderApi(Resource): - @setup_required - @login_required - @account_initialization_required - def post(self, provider: str): - if not current_user.is_admin_or_owner: - raise Forbidden() - - parser = reqparse.RequestParser() - parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json") - args = parser.parse_args() - - model_provider_service = ModelProviderService() - - try: - model_provider_service.save_provider_credentials( - tenant_id=current_user.current_tenant_id, provider=provider, credentials=args["credentials"] - ) - except CredentialsValidateFailedError as ex: - raise ValueError(str(ex)) - - return {"result": "success"}, 201 - - @setup_required - @login_required - @account_initialization_required - def delete(self, provider: str): - if not current_user.is_admin_or_owner: - raise Forbidden() - - model_provider_service = ModelProviderService() - model_provider_service.remove_provider_credentials(tenant_id=current_user.current_tenant_id, provider=provider) - - return {"result": "success"}, 204 - - class ModelProviderIconApi(Resource): """ Get model provider icon @@ -187,8 +249,10 @@ class ModelProviderPaymentCheckoutUrlApi(Resource): api.add_resource(ModelProviderListApi, "/workspaces/current/model-providers") api.add_resource(ModelProviderCredentialApi, "/workspaces/current/model-providers//credentials") +api.add_resource( + ModelProviderCredentialSwitchApi, "/workspaces/current/model-providers//credentials/switch" +) api.add_resource(ModelProviderValidateApi, "/workspaces/current/model-providers//credentials/validate") -api.add_resource(ModelProviderApi, "/workspaces/current/model-providers/") api.add_resource( PreferredProviderTypeUpdateApi, "/workspaces/current/model-providers//preferred-provider-type" diff --git a/api/controllers/console/workspace/models.py b/api/controllers/console/workspace/models.py index 514d1084c4..35fc61e48a 100644 --- a/api/controllers/console/workspace/models.py +++ b/api/controllers/console/workspace/models.py @@ -1,7 +1,7 @@ import logging from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden from controllers.console import api @@ -9,10 +9,13 @@ from controllers.console.wraps import account_initialization_required, setup_req from core.model_runtime.entities.model_entities import ModelType from core.model_runtime.errors.validate import CredentialsValidateFailedError from core.model_runtime.utils.encoders import jsonable_encoder +from libs.helper import StrLen, uuid_value from libs.login import login_required from services.model_load_balancing_service import ModelLoadBalancingService from services.model_provider_service import ModelProviderService +logger = logging.getLogger(__name__) + class DefaultModelApi(Resource): @setup_required @@ -72,7 +75,7 @@ class DefaultModelApi(Resource): model=model_setting["model"], ) except Exception as ex: - logging.exception( + logger.exception( "Failed to update default model, model type: %s, model: %s", model_setting["model_type"], model_setting.get("model"), @@ -98,6 +101,7 @@ class ModelProviderModelApi(Resource): @login_required @account_initialization_required def post(self, provider: str): + # To save the model's load balance configs if not current_user.is_admin_or_owner: raise Forbidden() @@ -113,22 +117,26 @@ class ModelProviderModelApi(Resource): choices=[mt.value for mt in ModelType], location="json", ) - parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json") parser.add_argument("load_balancing", type=dict, required=False, nullable=True, location="json") parser.add_argument("config_from", type=str, required=False, nullable=True, location="json") + parser.add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="json") args = parser.parse_args() + if args.get("config_from", "") == "custom-model": + if not args.get("credential_id"): + raise ValueError("credential_id is required when configuring a custom-model") + service = ModelProviderService() + service.switch_active_custom_model_credential( + tenant_id=current_user.current_tenant_id, + provider=provider, + model_type=args["model_type"], + model=args["model"], + credential_id=args["credential_id"], + ) + model_load_balancing_service = ModelLoadBalancingService() - if ( - "load_balancing" in args - and args["load_balancing"] - and "enabled" in args["load_balancing"] - and args["load_balancing"]["enabled"] - ): - if "configs" not in args["load_balancing"]: - raise ValueError("invalid load balancing configs") - + if "load_balancing" in args and args["load_balancing"] and "configs" in args["load_balancing"]: # save load balancing configs model_load_balancing_service.update_load_balancing_configs( tenant_id=tenant_id, @@ -136,37 +144,17 @@ class ModelProviderModelApi(Resource): model=args["model"], model_type=args["model_type"], configs=args["load_balancing"]["configs"], + config_from=args.get("config_from", ""), ) - # enable load balancing - model_load_balancing_service.enable_model_load_balancing( - tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"] - ) - else: - # disable load balancing - model_load_balancing_service.disable_model_load_balancing( - tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"] - ) - - if args.get("config_from", "") != "predefined-model": - model_provider_service = ModelProviderService() - - try: - model_provider_service.save_model_credentials( - tenant_id=tenant_id, - provider=provider, - model=args["model"], - model_type=args["model_type"], - credentials=args["credentials"], - ) - except CredentialsValidateFailedError as ex: - logging.exception( - "Failed to save model credentials, tenant_id: %s, model: %s, model_type: %s", - tenant_id, - args.get("model"), - args.get("model_type"), - ) - raise ValueError(str(ex)) + if args.get("load_balancing", {}).get("enabled"): + model_load_balancing_service.enable_model_load_balancing( + tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"] + ) + else: + model_load_balancing_service.disable_model_load_balancing( + tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"] + ) return {"result": "success"}, 200 @@ -192,7 +180,7 @@ class ModelProviderModelApi(Resource): args = parser.parse_args() model_provider_service = ModelProviderService() - model_provider_service.remove_model_credentials( + model_provider_service.remove_model( tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"] ) @@ -216,11 +204,17 @@ class ModelProviderModelCredentialApi(Resource): choices=[mt.value for mt in ModelType], location="args", ) + parser.add_argument("config_from", type=str, required=False, nullable=True, location="args") + parser.add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="args") args = parser.parse_args() model_provider_service = ModelProviderService() - credentials = model_provider_service.get_model_credentials( - tenant_id=tenant_id, provider=provider, model_type=args["model_type"], model=args["model"] + current_credential = model_provider_service.get_model_credential( + tenant_id=tenant_id, + provider=provider, + model_type=args["model_type"], + model=args["model"], + credential_id=args.get("credential_id"), ) model_load_balancing_service = ModelLoadBalancingService() @@ -228,10 +222,173 @@ class ModelProviderModelCredentialApi(Resource): tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"] ) - return { - "credentials": credentials, - "load_balancing": {"enabled": is_load_balancing_enabled, "configs": load_balancing_configs}, - } + if args.get("config_from", "") == "predefined-model": + available_credentials = model_provider_service.provider_manager.get_provider_available_credentials( + tenant_id=tenant_id, provider_name=provider + ) + else: + model_type = ModelType.value_of(args["model_type"]).to_origin_model_type() + available_credentials = model_provider_service.provider_manager.get_provider_model_available_credentials( + tenant_id=tenant_id, provider_name=provider, model_type=model_type, model_name=args["model"] + ) + + return jsonable_encoder( + { + "credentials": current_credential.get("credentials") if current_credential else {}, + "current_credential_id": current_credential.get("current_credential_id") + if current_credential + else None, + "current_credential_name": current_credential.get("current_credential_name") + if current_credential + else None, + "load_balancing": {"enabled": is_load_balancing_enabled, "configs": load_balancing_configs}, + "available_credentials": available_credentials, + } + ) + + @setup_required + @login_required + @account_initialization_required + def post(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + + parser = reqparse.RequestParser() + parser.add_argument("model", type=str, required=True, nullable=False, location="json") + parser.add_argument( + "model_type", + type=str, + required=True, + nullable=False, + choices=[mt.value for mt in ModelType], + location="json", + ) + parser.add_argument("name", type=StrLen(30), required=True, nullable=False, location="json") + parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json") + args = parser.parse_args() + + tenant_id = current_user.current_tenant_id + model_provider_service = ModelProviderService() + + try: + model_provider_service.create_model_credential( + tenant_id=tenant_id, + provider=provider, + model=args["model"], + model_type=args["model_type"], + credentials=args["credentials"], + credential_name=args["name"], + ) + except CredentialsValidateFailedError as ex: + logger.exception( + "Failed to save model credentials, tenant_id: %s, model: %s, model_type: %s", + tenant_id, + args.get("model"), + args.get("model_type"), + ) + raise ValueError(str(ex)) + + return {"result": "success"}, 201 + + @setup_required + @login_required + @account_initialization_required + def put(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + + parser = reqparse.RequestParser() + parser.add_argument("model", type=str, required=True, nullable=False, location="json") + parser.add_argument( + "model_type", + type=str, + required=True, + nullable=False, + choices=[mt.value for mt in ModelType], + location="json", + ) + parser.add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json") + parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json") + parser.add_argument("name", type=StrLen(30), required=True, nullable=False, location="json") + args = parser.parse_args() + + model_provider_service = ModelProviderService() + + try: + model_provider_service.update_model_credential( + tenant_id=current_user.current_tenant_id, + provider=provider, + model_type=args["model_type"], + model=args["model"], + credentials=args["credentials"], + credential_id=args["credential_id"], + credential_name=args["name"], + ) + except CredentialsValidateFailedError as ex: + raise ValueError(str(ex)) + + return {"result": "success"} + + @setup_required + @login_required + @account_initialization_required + def delete(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + parser = reqparse.RequestParser() + parser.add_argument("model", type=str, required=True, nullable=False, location="json") + parser.add_argument( + "model_type", + type=str, + required=True, + nullable=False, + choices=[mt.value for mt in ModelType], + location="json", + ) + parser.add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json") + args = parser.parse_args() + + model_provider_service = ModelProviderService() + model_provider_service.remove_model_credential( + tenant_id=current_user.current_tenant_id, + provider=provider, + model_type=args["model_type"], + model=args["model"], + credential_id=args["credential_id"], + ) + + return {"result": "success"}, 204 + + +class ModelProviderModelCredentialSwitchApi(Resource): + @setup_required + @login_required + @account_initialization_required + def post(self, provider: str): + if not current_user.is_admin_or_owner: + raise Forbidden() + parser = reqparse.RequestParser() + parser.add_argument("model", type=str, required=True, nullable=False, location="json") + parser.add_argument( + "model_type", + type=str, + required=True, + nullable=False, + choices=[mt.value for mt in ModelType], + location="json", + ) + parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json") + args = parser.parse_args() + + service = ModelProviderService() + service.add_model_credential_to_model_list( + tenant_id=current_user.current_tenant_id, + provider=provider, + model_type=args["model_type"], + model=args["model"], + credential_id=args["credential_id"], + ) + return {"result": "success"} class ModelProviderModelEnableApi(Resource): @@ -314,7 +471,7 @@ class ModelProviderModelValidateApi(Resource): error = "" try: - model_provider_service.model_credentials_validate( + model_provider_service.validate_model_credentials( tenant_id=tenant_id, provider=provider, model=args["model"], @@ -379,6 +536,10 @@ api.add_resource( api.add_resource( ModelProviderModelCredentialApi, "/workspaces/current/model-providers//models/credentials" ) +api.add_resource( + ModelProviderModelCredentialSwitchApi, + "/workspaces/current/model-providers//models/credentials/switch", +) api.add_resource( ModelProviderModelValidateApi, "/workspaces/current/model-providers//models/credentials/validate" ) diff --git a/api/controllers/console/workspace/plugin.py b/api/controllers/console/workspace/plugin.py index 09846d5c94..fd5421fa64 100644 --- a/api/controllers/console/workspace/plugin.py +++ b/api/controllers/console/workspace/plugin.py @@ -2,7 +2,7 @@ import io from flask import request, send_file from flask_login import current_user -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden from configs import dify_config diff --git a/api/controllers/console/workspace/tool_providers.py b/api/controllers/console/workspace/tool_providers.py index 8c8b73b45d..d9f2e45ddf 100644 --- a/api/controllers/console/workspace/tool_providers.py +++ b/api/controllers/console/workspace/tool_providers.py @@ -3,7 +3,7 @@ from urllib.parse import urlparse from flask import make_response, redirect, request, send_file from flask_login import current_user -from flask_restful import ( +from flask_restx import ( Resource, reqparse, ) @@ -95,7 +95,6 @@ class ToolBuiltinProviderInfoApi(Resource): def get(self, provider): user = current_user - user_id = user.id tenant_id = user.current_tenant_id return jsonable_encoder(BuiltinToolManageService.get_builtin_tool_provider_info(tenant_id, provider)) diff --git a/api/controllers/console/workspace/workspace.py b/api/controllers/console/workspace/workspace.py index f4f0078da7..e7a3aca66c 100644 --- a/api/controllers/console/workspace/workspace.py +++ b/api/controllers/console/workspace/workspace.py @@ -2,7 +2,7 @@ import logging from flask import request from flask_login import current_user -from flask_restful import Resource, fields, inputs, marshal, marshal_with, reqparse +from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse from sqlalchemy import select from werkzeug.exceptions import Unauthorized @@ -31,6 +31,9 @@ from services.feature_service import FeatureService from services.file_service import FileService from services.workspace_service import WorkspaceService +logger = logging.getLogger(__name__) + + provider_fields = { "provider_name": fields.String, "provider_type": fields.String, @@ -120,7 +123,7 @@ class TenantApi(Resource): @marshal_with(tenant_fields) def get(self): if request.path == "/info": - logging.warning("Deprecated URL /info was used.") + logger.warning("Deprecated URL /info was used.") tenant = current_user.current_tenant diff --git a/api/controllers/files/__init__.py b/api/controllers/files/__init__.py index d4c3245708..821ad220a2 100644 --- a/api/controllers/files/__init__.py +++ b/api/controllers/files/__init__.py @@ -1,9 +1,20 @@ from flask import Blueprint +from flask_restx import Namespace from libs.external_api import ExternalApi -bp = Blueprint("files", __name__) -api = ExternalApi(bp) +bp = Blueprint("files", __name__, url_prefix="/files") +api = ExternalApi( + bp, + version="1.0", + title="Files API", + description="API for file operations including upload and preview", + doc="/docs", # Enable Swagger UI at /files/docs +) + +files_ns = Namespace("files", description="File operations", path="/") from . import image_preview, tool_files, upload + +api.add_namespace(files_ns) diff --git a/api/controllers/files/image_preview.py b/api/controllers/files/image_preview.py index 91f7b27d1d..48baac6556 100644 --- a/api/controllers/files/image_preview.py +++ b/api/controllers/files/image_preview.py @@ -1,16 +1,17 @@ from urllib.parse import quote from flask import Response, request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import NotFound import services from controllers.common.errors import UnsupportedFileTypeError -from controllers.files import api +from controllers.files import files_ns from services.account_service import TenantService from services.file_service import FileService +@files_ns.route("//image-preview") class ImagePreviewApi(Resource): """ Deprecated @@ -39,6 +40,7 @@ class ImagePreviewApi(Resource): return Response(generator, mimetype=mimetype) +@files_ns.route("//file-preview") class FilePreviewApi(Resource): def get(self, file_id): file_id = str(file_id) @@ -94,6 +96,7 @@ class FilePreviewApi(Resource): return response +@files_ns.route("/workspaces//webapp-logo") class WorkspaceWebappLogoApi(Resource): def get(self, workspace_id): workspace_id = str(workspace_id) @@ -112,8 +115,3 @@ class WorkspaceWebappLogoApi(Resource): raise UnsupportedFileTypeError() return Response(generator, mimetype=mimetype) - - -api.add_resource(ImagePreviewApi, "/files//image-preview") -api.add_resource(FilePreviewApi, "/files//file-preview") -api.add_resource(WorkspaceWebappLogoApi, "/files/workspaces//webapp-logo") diff --git a/api/controllers/files/tool_files.py b/api/controllers/files/tool_files.py index d9c4e50511..faa9b733c2 100644 --- a/api/controllers/files/tool_files.py +++ b/api/controllers/files/tool_files.py @@ -1,17 +1,18 @@ from urllib.parse import quote from flask import Response -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import Forbidden, NotFound from controllers.common.errors import UnsupportedFileTypeError -from controllers.files import api +from controllers.files import files_ns from core.tools.signature import verify_tool_file_signature from core.tools.tool_file_manager import ToolFileManager from models import db as global_db -class ToolFilePreviewApi(Resource): +@files_ns.route("/tools/.") +class ToolFileApi(Resource): def get(self, file_id, extension): file_id = str(file_id) @@ -52,6 +53,3 @@ class ToolFilePreviewApi(Resource): response.headers["Content-Disposition"] = f"attachment; filename*=UTF-8''{encoded_filename}" return response - - -api.add_resource(ToolFilePreviewApi, "/files/tools/.") diff --git a/api/controllers/files/upload.py b/api/controllers/files/upload.py index bcc72d131c..7a2b3b0428 100644 --- a/api/controllers/files/upload.py +++ b/api/controllers/files/upload.py @@ -1,7 +1,9 @@ from mimetypes import guess_extension +from typing import Optional -from flask import request -from flask_restful import Resource, marshal_with +from flask_restx import Resource, reqparse +from flask_restx.api import HTTPStatus +from werkzeug.datastructures import FileStorage from werkzeug.exceptions import Forbidden import services @@ -10,39 +12,76 @@ from controllers.common.errors import ( UnsupportedFileTypeError, ) from controllers.console.wraps import setup_required -from controllers.files import api +from controllers.files import files_ns from controllers.inner_api.plugin.wraps import get_user from core.file.helpers import verify_plugin_file_signature from core.tools.tool_file_manager import ToolFileManager -from fields.file_fields import file_fields +from fields.file_fields import build_file_model + +# Define parser for both documentation and validation +upload_parser = reqparse.RequestParser() +upload_parser.add_argument("file", location="files", type=FileStorage, required=True, help="File to upload") +upload_parser.add_argument( + "timestamp", type=str, required=True, location="args", help="Unix timestamp for signature verification" +) +upload_parser.add_argument( + "nonce", type=str, required=True, location="args", help="Random string for signature verification" +) +upload_parser.add_argument( + "sign", type=str, required=True, location="args", help="HMAC signature for request validation" +) +upload_parser.add_argument("tenant_id", type=str, required=True, location="args", help="Tenant identifier") +upload_parser.add_argument("user_id", type=str, required=False, location="args", help="User identifier") +@files_ns.route("/upload/for-plugin") class PluginUploadFileApi(Resource): @setup_required - @marshal_with(file_fields) + @files_ns.expect(upload_parser) + @files_ns.doc("upload_plugin_file") + @files_ns.doc(description="Upload a file for plugin usage with signature verification") + @files_ns.doc( + responses={ + 201: "File uploaded successfully", + 400: "Invalid request parameters", + 403: "Forbidden - Invalid signature or missing parameters", + 413: "File too large", + 415: "Unsupported file type", + } + ) + @files_ns.marshal_with(build_file_model(files_ns), code=HTTPStatus.CREATED) def post(self): - # get file from request - file = request.files["file"] + """Upload a file for plugin usage. - timestamp = request.args.get("timestamp") - nonce = request.args.get("nonce") - sign = request.args.get("sign") - tenant_id = request.args.get("tenant_id") - if not tenant_id: - raise Forbidden("Invalid request.") + Accepts a file upload with signature verification for security. + The file must be accompanied by valid timestamp, nonce, and signature parameters. - user_id = request.args.get("user_id") + Returns: + dict: File metadata including ID, URLs, and properties + int: HTTP status code (201 for success) + + Raises: + Forbidden: Invalid signature or missing required parameters + FileTooLargeError: File exceeds size limit + UnsupportedFileTypeError: File type not supported + """ + # Parse and validate all arguments + args = upload_parser.parse_args() + + file: FileStorage = args["file"] + timestamp: str = args["timestamp"] + nonce: str = args["nonce"] + sign: str = args["sign"] + tenant_id: str = args["tenant_id"] + user_id: Optional[str] = args.get("user_id") user = get_user(tenant_id, user_id) - filename = file.filename - mimetype = file.mimetype + filename: Optional[str] = file.filename + mimetype: Optional[str] = file.mimetype if not filename or not mimetype: raise Forbidden("Invalid request.") - if not timestamp or not nonce or not sign: - raise Forbidden("Invalid request.") - if not verify_plugin_file_signature( filename=filename, mimetype=mimetype, @@ -88,6 +127,3 @@ class PluginUploadFileApi(Resource): raise FileTooLargeError(file_too_large_error.description) except services.errors.file.UnsupportedFileTypeError: raise UnsupportedFileTypeError() - - -api.add_resource(PluginUploadFileApi, "/files/upload/for-plugin") diff --git a/api/controllers/inner_api/__init__.py b/api/controllers/inner_api/__init__.py index d51db4322a..d29a7be139 100644 --- a/api/controllers/inner_api/__init__.py +++ b/api/controllers/inner_api/__init__.py @@ -1,10 +1,23 @@ from flask import Blueprint +from flask_restx import Namespace from libs.external_api import ExternalApi bp = Blueprint("inner_api", __name__, url_prefix="/inner/api") -api = ExternalApi(bp) + +api = ExternalApi( + bp, + version="1.0", + title="Inner API", + description="Internal APIs for enterprise features, billing, and plugin communication", + doc="/docs", # Enable Swagger UI at /inner/api/docs +) + +# Create namespace +inner_api_ns = Namespace("inner_api", description="Internal API operations", path="/") from . import mail from .plugin import plugin from .workspace import workspace + +api.add_namespace(inner_api_ns) diff --git a/api/controllers/inner_api/mail.py b/api/controllers/inner_api/mail.py index 7b96f88f51..0b2be03e43 100644 --- a/api/controllers/inner_api/mail.py +++ b/api/controllers/inner_api/mail.py @@ -1,7 +1,7 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console.wraps import setup_required -from controllers.inner_api import api +from controllers.inner_api import inner_api_ns from controllers.inner_api.wraps import billing_inner_api_only, enterprise_inner_api_only from tasks.mail_inner_task import send_inner_email_task @@ -26,13 +26,45 @@ class BaseMail(Resource): return {"message": "success"}, 200 +@inner_api_ns.route("/enterprise/mail") class EnterpriseMail(BaseMail): method_decorators = [setup_required, enterprise_inner_api_only] + @inner_api_ns.doc("send_enterprise_mail") + @inner_api_ns.doc(description="Send internal email for enterprise features") + @inner_api_ns.expect(_mail_parser) + @inner_api_ns.doc( + responses={200: "Email sent successfully", 401: "Unauthorized - invalid API key", 404: "Service not available"} + ) + def post(self): + """Send internal email for enterprise features. + This endpoint allows sending internal emails for enterprise-specific + notifications and communications. + + Returns: + dict: Success message with status code 200 + """ + return super().post() + + +@inner_api_ns.route("/billing/mail") class BillingMail(BaseMail): method_decorators = [setup_required, billing_inner_api_only] + @inner_api_ns.doc("send_billing_mail") + @inner_api_ns.doc(description="Send internal email for billing notifications") + @inner_api_ns.expect(_mail_parser) + @inner_api_ns.doc( + responses={200: "Email sent successfully", 401: "Unauthorized - invalid API key", 404: "Service not available"} + ) + def post(self): + """Send internal email for billing notifications. -api.add_resource(EnterpriseMail, "/enterprise/mail") -api.add_resource(BillingMail, "/billing/mail") + This endpoint allows sending internal emails for billing-related + notifications and alerts. + + Returns: + dict: Success message with status code 200 + """ + return super().post() diff --git a/api/controllers/inner_api/plugin/plugin.py b/api/controllers/inner_api/plugin/plugin.py index 5dfe41eb6b..170a794d89 100644 --- a/api/controllers/inner_api/plugin/plugin.py +++ b/api/controllers/inner_api/plugin/plugin.py @@ -1,7 +1,7 @@ -from flask_restful import Resource +from flask_restx import Resource from controllers.console.wraps import setup_required -from controllers.inner_api import api +from controllers.inner_api import inner_api_ns from controllers.inner_api.plugin.wraps import get_user_tenant, plugin_data from controllers.inner_api.wraps import plugin_inner_api_only from core.file.helpers import get_signed_file_url_for_plugin @@ -35,11 +35,21 @@ from models.account import Account, Tenant from models.model import EndUser +@inner_api_ns.route("/invoke/llm") class PluginInvokeLLMApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeLLM) + @inner_api_ns.doc("plugin_invoke_llm") + @inner_api_ns.doc(description="Invoke LLM models through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "LLM invocation successful (streaming response)", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeLLM): def generator(): response = PluginModelBackwardsInvocation.invoke_llm(user_model.id, tenant_model, payload) @@ -48,11 +58,21 @@ class PluginInvokeLLMApi(Resource): return length_prefixed_response(0xF, generator()) +@inner_api_ns.route("/invoke/llm/structured-output") class PluginInvokeLLMWithStructuredOutputApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeLLMWithStructuredOutput) + @inner_api_ns.doc("plugin_invoke_llm_structured") + @inner_api_ns.doc(description="Invoke LLM models with structured output through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "LLM structured output invocation successful (streaming response)", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeLLMWithStructuredOutput): def generator(): response = PluginModelBackwardsInvocation.invoke_llm_with_structured_output( @@ -63,11 +83,21 @@ class PluginInvokeLLMWithStructuredOutputApi(Resource): return length_prefixed_response(0xF, generator()) +@inner_api_ns.route("/invoke/text-embedding") class PluginInvokeTextEmbeddingApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeTextEmbedding) + @inner_api_ns.doc("plugin_invoke_text_embedding") + @inner_api_ns.doc(description="Invoke text embedding models through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Text embedding successful", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTextEmbedding): try: return jsonable_encoder( @@ -83,11 +113,17 @@ class PluginInvokeTextEmbeddingApi(Resource): return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e))) +@inner_api_ns.route("/invoke/rerank") class PluginInvokeRerankApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeRerank) + @inner_api_ns.doc("plugin_invoke_rerank") + @inner_api_ns.doc(description="Invoke rerank models through plugin interface") + @inner_api_ns.doc( + responses={200: "Rerank successful", 401: "Unauthorized - invalid API key", 404: "Service not available"} + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeRerank): try: return jsonable_encoder( @@ -103,11 +139,21 @@ class PluginInvokeRerankApi(Resource): return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e))) +@inner_api_ns.route("/invoke/tts") class PluginInvokeTTSApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeTTS) + @inner_api_ns.doc("plugin_invoke_tts") + @inner_api_ns.doc(description="Invoke text-to-speech models through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "TTS invocation successful (streaming response)", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTTS): def generator(): response = PluginModelBackwardsInvocation.invoke_tts( @@ -120,11 +166,17 @@ class PluginInvokeTTSApi(Resource): return length_prefixed_response(0xF, generator()) +@inner_api_ns.route("/invoke/speech2text") class PluginInvokeSpeech2TextApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeSpeech2Text) + @inner_api_ns.doc("plugin_invoke_speech2text") + @inner_api_ns.doc(description="Invoke speech-to-text models through plugin interface") + @inner_api_ns.doc( + responses={200: "Speech2Text successful", 401: "Unauthorized - invalid API key", 404: "Service not available"} + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeSpeech2Text): try: return jsonable_encoder( @@ -140,11 +192,17 @@ class PluginInvokeSpeech2TextApi(Resource): return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e))) +@inner_api_ns.route("/invoke/moderation") class PluginInvokeModerationApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeModeration) + @inner_api_ns.doc("plugin_invoke_moderation") + @inner_api_ns.doc(description="Invoke moderation models through plugin interface") + @inner_api_ns.doc( + responses={200: "Moderation successful", 401: "Unauthorized - invalid API key", 404: "Service not available"} + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeModeration): try: return jsonable_encoder( @@ -160,11 +218,21 @@ class PluginInvokeModerationApi(Resource): return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e))) +@inner_api_ns.route("/invoke/tool") class PluginInvokeToolApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeTool) + @inner_api_ns.doc("plugin_invoke_tool") + @inner_api_ns.doc(description="Invoke tools through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Tool invocation successful (streaming response)", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTool): def generator(): return PluginToolBackwardsInvocation.convert_to_event_stream( @@ -182,11 +250,21 @@ class PluginInvokeToolApi(Resource): return length_prefixed_response(0xF, generator()) +@inner_api_ns.route("/invoke/parameter-extractor") class PluginInvokeParameterExtractorNodeApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeParameterExtractorNode) + @inner_api_ns.doc("plugin_invoke_parameter_extractor") + @inner_api_ns.doc(description="Invoke parameter extractor node through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Parameter extraction successful", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeParameterExtractorNode): try: return jsonable_encoder( @@ -205,11 +283,21 @@ class PluginInvokeParameterExtractorNodeApi(Resource): return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e))) +@inner_api_ns.route("/invoke/question-classifier") class PluginInvokeQuestionClassifierNodeApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeQuestionClassifierNode) + @inner_api_ns.doc("plugin_invoke_question_classifier") + @inner_api_ns.doc(description="Invoke question classifier node through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Question classification successful", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeQuestionClassifierNode): try: return jsonable_encoder( @@ -228,11 +316,21 @@ class PluginInvokeQuestionClassifierNodeApi(Resource): return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e))) +@inner_api_ns.route("/invoke/app") class PluginInvokeAppApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeApp) + @inner_api_ns.doc("plugin_invoke_app") + @inner_api_ns.doc(description="Invoke application through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "App invocation successful (streaming response)", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeApp): response = PluginAppBackwardsInvocation.invoke_app( app_id=payload.app_id, @@ -248,11 +346,21 @@ class PluginInvokeAppApi(Resource): return length_prefixed_response(0xF, PluginAppBackwardsInvocation.convert_to_event_stream(response)) +@inner_api_ns.route("/invoke/encrypt") class PluginInvokeEncryptApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeEncrypt) + @inner_api_ns.doc("plugin_invoke_encrypt") + @inner_api_ns.doc(description="Encrypt or decrypt data through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Encryption/decryption successful", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeEncrypt): """ encrypt or decrypt data @@ -265,11 +373,21 @@ class PluginInvokeEncryptApi(Resource): return BaseBackwardsInvocationResponse(error=str(e)).model_dump() +@inner_api_ns.route("/invoke/summary") class PluginInvokeSummaryApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestInvokeSummary) + @inner_api_ns.doc("plugin_invoke_summary") + @inner_api_ns.doc(description="Invoke summary functionality through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Summary generation successful", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeSummary): try: return BaseBackwardsInvocationResponse( @@ -285,40 +403,43 @@ class PluginInvokeSummaryApi(Resource): return BaseBackwardsInvocationResponse(error=str(e)).model_dump() +@inner_api_ns.route("/upload/file/request") class PluginUploadFileRequestApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestRequestUploadFile) + @inner_api_ns.doc("plugin_upload_file_request") + @inner_api_ns.doc(description="Request signed URL for file upload through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "Signed URL generated successfully", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestRequestUploadFile): # generate signed url url = get_signed_file_url_for_plugin(payload.filename, payload.mimetype, tenant_model.id, user_model.id) return BaseBackwardsInvocationResponse(data={"url": url}).model_dump() +@inner_api_ns.route("/fetch/app/info") class PluginFetchAppInfoApi(Resource): @setup_required @plugin_inner_api_only @get_user_tenant @plugin_data(payload_type=RequestFetchAppInfo) + @inner_api_ns.doc("plugin_fetch_app_info") + @inner_api_ns.doc(description="Fetch application information through plugin interface") + @inner_api_ns.doc( + responses={ + 200: "App information retrieved successfully", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestFetchAppInfo): return BaseBackwardsInvocationResponse( data=PluginAppBackwardsInvocation.fetch_app_info(payload.app_id, tenant_model.id) ).model_dump() - - -api.add_resource(PluginInvokeLLMApi, "/invoke/llm") -api.add_resource(PluginInvokeLLMWithStructuredOutputApi, "/invoke/llm/structured-output") -api.add_resource(PluginInvokeTextEmbeddingApi, "/invoke/text-embedding") -api.add_resource(PluginInvokeRerankApi, "/invoke/rerank") -api.add_resource(PluginInvokeTTSApi, "/invoke/tts") -api.add_resource(PluginInvokeSpeech2TextApi, "/invoke/speech2text") -api.add_resource(PluginInvokeModerationApi, "/invoke/moderation") -api.add_resource(PluginInvokeToolApi, "/invoke/tool") -api.add_resource(PluginInvokeParameterExtractorNodeApi, "/invoke/parameter-extractor") -api.add_resource(PluginInvokeQuestionClassifierNodeApi, "/invoke/question-classifier") -api.add_resource(PluginInvokeAppApi, "/invoke/app") -api.add_resource(PluginInvokeEncryptApi, "/invoke/encrypt") -api.add_resource(PluginInvokeSummaryApi, "/invoke/summary") -api.add_resource(PluginUploadFileRequestApi, "/upload/file/request") -api.add_resource(PluginFetchAppInfoApi, "/fetch/app/info") diff --git a/api/controllers/inner_api/plugin/wraps.py b/api/controllers/inner_api/plugin/wraps.py index b533614d4d..89b4ac7506 100644 --- a/api/controllers/inner_api/plugin/wraps.py +++ b/api/controllers/inner_api/plugin/wraps.py @@ -4,7 +4,7 @@ from typing import Optional from flask import current_app, request from flask_login import user_logged_in -from flask_restful import reqparse +from flask_restx import reqparse from pydantic import BaseModel from sqlalchemy.orm import Session diff --git a/api/controllers/inner_api/workspace/workspace.py b/api/controllers/inner_api/workspace/workspace.py index 77568b75f1..47f0240cd2 100644 --- a/api/controllers/inner_api/workspace/workspace.py +++ b/api/controllers/inner_api/workspace/workspace.py @@ -1,9 +1,9 @@ import json -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from controllers.console.wraps import setup_required -from controllers.inner_api import api +from controllers.inner_api import inner_api_ns from controllers.inner_api.wraps import enterprise_inner_api_only from events.tenant_event import tenant_was_created from extensions.ext_database import db @@ -11,9 +11,19 @@ from models.account import Account from services.account_service import TenantService +@inner_api_ns.route("/enterprise/workspace") class EnterpriseWorkspace(Resource): @setup_required @enterprise_inner_api_only + @inner_api_ns.doc("create_enterprise_workspace") + @inner_api_ns.doc(description="Create a new enterprise workspace with owner assignment") + @inner_api_ns.doc( + responses={ + 200: "Workspace created successfully", + 401: "Unauthorized - invalid API key", + 404: "Owner account not found or service not available", + } + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("name", type=str, required=True, location="json") @@ -44,9 +54,19 @@ class EnterpriseWorkspace(Resource): } +@inner_api_ns.route("/enterprise/workspace/ownerless") class EnterpriseWorkspaceNoOwnerEmail(Resource): @setup_required @enterprise_inner_api_only + @inner_api_ns.doc("create_enterprise_workspace_ownerless") + @inner_api_ns.doc(description="Create a new enterprise workspace without initial owner assignment") + @inner_api_ns.doc( + responses={ + 200: "Workspace created successfully", + 401: "Unauthorized - invalid API key", + 404: "Service not available", + } + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("name", type=str, required=True, location="json") @@ -71,7 +91,3 @@ class EnterpriseWorkspaceNoOwnerEmail(Resource): "message": "enterprise workspace created.", "tenant": resp, } - - -api.add_resource(EnterpriseWorkspace, "/enterprise/workspace") -api.add_resource(EnterpriseWorkspaceNoOwnerEmail, "/enterprise/workspace/ownerless") diff --git a/api/controllers/mcp/__init__.py b/api/controllers/mcp/__init__.py index 1b3e0a5621..c344ffad08 100644 --- a/api/controllers/mcp/__init__.py +++ b/api/controllers/mcp/__init__.py @@ -1,8 +1,20 @@ from flask import Blueprint +from flask_restx import Namespace from libs.external_api import ExternalApi bp = Blueprint("mcp", __name__, url_prefix="/mcp") -api = ExternalApi(bp) + +api = ExternalApi( + bp, + version="1.0", + title="MCP API", + description="API for Model Context Protocol operations", + doc="/docs", # Enable Swagger UI at /mcp/docs +) + +mcp_ns = Namespace("mcp", description="MCP operations", path="/") from . import mcp + +api.add_namespace(mcp_ns) diff --git a/api/controllers/mcp/mcp.py b/api/controllers/mcp/mcp.py index 87d678796f..fc19749011 100644 --- a/api/controllers/mcp/mcp.py +++ b/api/controllers/mcp/mcp.py @@ -1,8 +1,10 @@ -from flask_restful import Resource, reqparse +from typing import Optional, Union + +from flask_restx import Resource, reqparse from pydantic import ValidationError from controllers.console.app.mcp_server import AppMCPServerStatus -from controllers.mcp import api +from controllers.mcp import mcp_ns from core.app.app_config.entities import VariableEntity from core.mcp import types from core.mcp.server.streamable_http import MCPServerStreamableHTTPRequestHandler @@ -13,22 +15,58 @@ from libs import helper from models.model import App, AppMCPServer, AppMode +def int_or_str(value): + """Validate that a value is either an integer or string.""" + if isinstance(value, (int, str)): + return value + else: + return None + + +# Define parser for both documentation and validation +mcp_request_parser = reqparse.RequestParser() +mcp_request_parser.add_argument( + "jsonrpc", type=str, required=True, location="json", help="JSON-RPC version (should be '2.0')" +) +mcp_request_parser.add_argument("method", type=str, required=True, location="json", help="The method to invoke") +mcp_request_parser.add_argument("params", type=dict, required=False, location="json", help="Parameters for the method") +mcp_request_parser.add_argument( + "id", type=int_or_str, required=False, location="json", help="Request ID for tracking responses" +) + + +@mcp_ns.route("/server//mcp") class MCPAppApi(Resource): - def post(self, server_code): - def int_or_str(value): - if isinstance(value, (int, str)): - return value - else: - return None + @mcp_ns.expect(mcp_request_parser) + @mcp_ns.doc("handle_mcp_request") + @mcp_ns.doc(description="Handle Model Context Protocol (MCP) requests for a specific server") + @mcp_ns.doc(params={"server_code": "Unique identifier for the MCP server"}) + @mcp_ns.doc( + responses={ + 200: "MCP response successfully processed", + 400: "Invalid MCP request or parameters", + 404: "Server or app not found", + } + ) + def post(self, server_code: str): + """Handle MCP requests for a specific server. - parser = reqparse.RequestParser() - parser.add_argument("jsonrpc", type=str, required=True, location="json") - parser.add_argument("method", type=str, required=True, location="json") - parser.add_argument("params", type=dict, required=False, location="json") - parser.add_argument("id", type=int_or_str, required=False, location="json") - args = parser.parse_args() + Processes JSON-RPC formatted requests according to the Model Context Protocol specification. + Validates the server status and associated app before processing the request. - request_id = args.get("id") + Args: + server_code: Unique identifier for the MCP server + + Returns: + dict: JSON-RPC response from the MCP handler + + Raises: + ValidationError: Invalid request format or parameters + """ + # Parse and validate all arguments + args = mcp_request_parser.parse_args() + + request_id: Optional[Union[int, str]] = args.get("id") server = db.session.query(AppMCPServer).where(AppMCPServer.server_code == server_code).first() if not server: @@ -99,6 +137,3 @@ class MCPAppApi(Resource): mcp_server_handler = MCPServerStreamableHTTPRequestHandler(app, request, converted_user_input_form) response = mcp_server_handler.handle() return helper.compact_generate_response(response) - - -api.add_resource(MCPAppApi, "/server//mcp") diff --git a/api/controllers/service_api/__init__.py b/api/controllers/service_api/__init__.py index b26f29d98d..763345d723 100644 --- a/api/controllers/service_api/__init__.py +++ b/api/controllers/service_api/__init__.py @@ -1,11 +1,23 @@ from flask import Blueprint +from flask_restx import Namespace from libs.external_api import ExternalApi bp = Blueprint("service_api", __name__, url_prefix="/v1") -api = ExternalApi(bp) + +api = ExternalApi( + bp, + version="1.0", + title="Service API", + description="API for application services", + doc="/docs", # Enable Swagger UI at /v1/docs +) + +service_api_ns = Namespace("service_api", description="Service operations", path="/") from . import index from .app import annotation, app, audio, completion, conversation, file, file_preview, message, site, workflow from .dataset import dataset, document, hit_testing, metadata, segment, upload_file from .workspace import models + +api.add_namespace(service_api_ns) diff --git a/api/controllers/service_api/app/annotation.py b/api/controllers/service_api/app/annotation.py index 23446bb702..9038bda11a 100644 --- a/api/controllers/service_api/app/annotation.py +++ b/api/controllers/service_api/app/annotation.py @@ -1,28 +1,52 @@ from typing import Literal from flask import request -from flask_restful import Resource, marshal, marshal_with, reqparse +from flask_restx import Api, Namespace, Resource, fields, reqparse +from flask_restx.api import HTTPStatus from werkzeug.exceptions import Forbidden -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.wraps import validate_app_token from extensions.ext_redis import redis_client -from fields.annotation_fields import ( - annotation_fields, -) +from fields.annotation_fields import annotation_fields, build_annotation_model from libs.login import current_user +from models.account import Account from models.model import App from services.annotation_service import AppAnnotationService +# Define parsers for annotation API +annotation_create_parser = reqparse.RequestParser() +annotation_create_parser.add_argument("question", required=True, type=str, location="json", help="Annotation question") +annotation_create_parser.add_argument("answer", required=True, type=str, location="json", help="Annotation answer") +annotation_reply_action_parser = reqparse.RequestParser() +annotation_reply_action_parser.add_argument( + "score_threshold", required=True, type=float, location="json", help="Score threshold for annotation matching" +) +annotation_reply_action_parser.add_argument( + "embedding_provider_name", required=True, type=str, location="json", help="Embedding provider name" +) +annotation_reply_action_parser.add_argument( + "embedding_model_name", required=True, type=str, location="json", help="Embedding model name" +) + + +@service_api_ns.route("/apps/annotation-reply/") class AnnotationReplyActionApi(Resource): + @service_api_ns.expect(annotation_reply_action_parser) + @service_api_ns.doc("annotation_reply_action") + @service_api_ns.doc(description="Enable or disable annotation reply feature") + @service_api_ns.doc(params={"action": "Action to perform: 'enable' or 'disable'"}) + @service_api_ns.doc( + responses={ + 200: "Action completed successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_app_token def post(self, app_model: App, action: Literal["enable", "disable"]): - parser = reqparse.RequestParser() - parser.add_argument("score_threshold", required=True, type=float, location="json") - parser.add_argument("embedding_provider_name", required=True, type=str, location="json") - parser.add_argument("embedding_model_name", required=True, type=str, location="json") - args = parser.parse_args() + """Enable or disable annotation reply feature.""" + args = annotation_reply_action_parser.parse_args() if action == "enable": result = AppAnnotationService.enable_app_annotation(args, app_model.id) elif action == "disable": @@ -30,9 +54,21 @@ class AnnotationReplyActionApi(Resource): return result, 200 +@service_api_ns.route("/apps/annotation-reply//status/") class AnnotationReplyActionStatusApi(Resource): + @service_api_ns.doc("get_annotation_reply_action_status") + @service_api_ns.doc(description="Get the status of an annotation reply action job") + @service_api_ns.doc(params={"action": "Action type", "job_id": "Job ID"}) + @service_api_ns.doc( + responses={ + 200: "Job status retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Job not found", + } + ) @validate_app_token def get(self, app_model: App, job_id, action): + """Get the status of an annotation reply action job.""" job_id = str(job_id) app_annotation_job_key = f"{action}_app_annotation_job_{str(job_id)}" cache_result = redis_client.get(app_annotation_job_key) @@ -48,60 +84,114 @@ class AnnotationReplyActionStatusApi(Resource): return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200 +# Define annotation list response model +annotation_list_fields = { + "data": fields.List(fields.Nested(annotation_fields)), + "has_more": fields.Boolean, + "limit": fields.Integer, + "total": fields.Integer, + "page": fields.Integer, +} + + +def build_annotation_list_model(api_or_ns: Api | Namespace): + """Build the annotation list model for the API or Namespace.""" + copied_annotation_list_fields = annotation_list_fields.copy() + copied_annotation_list_fields["data"] = fields.List(fields.Nested(build_annotation_model(api_or_ns))) + return api_or_ns.model("AnnotationList", copied_annotation_list_fields) + + +@service_api_ns.route("/apps/annotations") class AnnotationListApi(Resource): + @service_api_ns.doc("list_annotations") + @service_api_ns.doc(description="List annotations for the application") + @service_api_ns.doc( + responses={ + 200: "Annotations retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_app_token + @service_api_ns.marshal_with(build_annotation_list_model(service_api_ns)) def get(self, app_model: App): + """List annotations for the application.""" page = request.args.get("page", default=1, type=int) limit = request.args.get("limit", default=20, type=int) keyword = request.args.get("keyword", default="", type=str) annotation_list, total = AppAnnotationService.get_annotation_list_by_app_id(app_model.id, page, limit, keyword) - response = { - "data": marshal(annotation_list, annotation_fields), + return { + "data": annotation_list, "has_more": len(annotation_list) == limit, "limit": limit, "total": total, "page": page, } - return response, 200 + @service_api_ns.expect(annotation_create_parser) + @service_api_ns.doc("create_annotation") + @service_api_ns.doc(description="Create a new annotation") + @service_api_ns.doc( + responses={ + 201: "Annotation created successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_app_token - @marshal_with(annotation_fields) + @service_api_ns.marshal_with(build_annotation_model(service_api_ns), code=HTTPStatus.CREATED) def post(self, app_model: App): - parser = reqparse.RequestParser() - parser.add_argument("question", required=True, type=str, location="json") - parser.add_argument("answer", required=True, type=str, location="json") - args = parser.parse_args() + """Create a new annotation.""" + args = annotation_create_parser.parse_args() annotation = AppAnnotationService.insert_app_annotation_directly(args, app_model.id) - return annotation + return annotation, 201 +@service_api_ns.route("/apps/annotations/") class AnnotationUpdateDeleteApi(Resource): + @service_api_ns.expect(annotation_create_parser) + @service_api_ns.doc("update_annotation") + @service_api_ns.doc(description="Update an existing annotation") + @service_api_ns.doc(params={"annotation_id": "Annotation ID"}) + @service_api_ns.doc( + responses={ + 200: "Annotation updated successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + 404: "Annotation not found", + } + ) @validate_app_token - @marshal_with(annotation_fields) + @service_api_ns.marshal_with(build_annotation_model(service_api_ns)) def put(self, app_model: App, annotation_id): + """Update an existing annotation.""" + assert isinstance(current_user, Account) if not current_user.is_editor: raise Forbidden() annotation_id = str(annotation_id) - parser = reqparse.RequestParser() - parser.add_argument("question", required=True, type=str, location="json") - parser.add_argument("answer", required=True, type=str, location="json") - args = parser.parse_args() + args = annotation_create_parser.parse_args() annotation = AppAnnotationService.update_app_annotation_directly(args, app_model.id, annotation_id) return annotation + @service_api_ns.doc("delete_annotation") + @service_api_ns.doc(description="Delete an annotation") + @service_api_ns.doc(params={"annotation_id": "Annotation ID"}) + @service_api_ns.doc( + responses={ + 204: "Annotation deleted successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + 404: "Annotation not found", + } + ) @validate_app_token def delete(self, app_model: App, annotation_id): + """Delete an annotation.""" + assert isinstance(current_user, Account) + if not current_user.is_editor: raise Forbidden() annotation_id = str(annotation_id) AppAnnotationService.delete_app_annotation(app_model.id, annotation_id) return {"result": "success"}, 204 - - -api.add_resource(AnnotationReplyActionApi, "/apps/annotation-reply/") -api.add_resource(AnnotationReplyActionStatusApi, "/apps/annotation-reply//status/") -api.add_resource(AnnotationListApi, "/apps/annotations") -api.add_resource(AnnotationUpdateDeleteApi, "/apps/annotations/") diff --git a/api/controllers/service_api/app/app.py b/api/controllers/service_api/app/app.py index 89222d5e83..2dbeed1d68 100644 --- a/api/controllers/service_api/app/app.py +++ b/api/controllers/service_api/app/app.py @@ -1,7 +1,7 @@ -from flask_restful import Resource, marshal_with +from flask_restx import Resource -from controllers.common import fields -from controllers.service_api import api +from controllers.common.fields import build_parameters_model +from controllers.service_api import service_api_ns from controllers.service_api.app.error import AppUnavailableError from controllers.service_api.wraps import validate_app_token from core.app.app_config.common.parameters_mapping import get_parameters_from_feature_dict @@ -9,13 +9,26 @@ from models.model import App, AppMode from services.app_service import AppService +@service_api_ns.route("/parameters") class AppParameterApi(Resource): """Resource for app variables.""" + @service_api_ns.doc("get_app_parameters") + @service_api_ns.doc(description="Retrieve application input parameters and configuration") + @service_api_ns.doc( + responses={ + 200: "Parameters retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Application not found", + } + ) @validate_app_token - @marshal_with(fields.parameters_fields) + @service_api_ns.marshal_with(build_parameters_model(service_api_ns)) def get(self, app_model: App): - """Retrieve app parameters.""" + """Retrieve app parameters. + + Returns the input form parameters and configuration for the application. + """ if app_model.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}: workflow = app_model.workflow if workflow is None: @@ -35,17 +48,43 @@ class AppParameterApi(Resource): return get_parameters_from_feature_dict(features_dict=features_dict, user_input_form=user_input_form) +@service_api_ns.route("/meta") class AppMetaApi(Resource): + @service_api_ns.doc("get_app_meta") + @service_api_ns.doc(description="Get application metadata") + @service_api_ns.doc( + responses={ + 200: "Metadata retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Application not found", + } + ) @validate_app_token def get(self, app_model: App): - """Get app meta""" + """Get app metadata. + + Returns metadata about the application including configuration and settings. + """ return AppService().get_app_meta(app_model) +@service_api_ns.route("/info") class AppInfoApi(Resource): + @service_api_ns.doc("get_app_info") + @service_api_ns.doc(description="Get basic application information") + @service_api_ns.doc( + responses={ + 200: "Application info retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Application not found", + } + ) @validate_app_token def get(self, app_model: App): - """Get app information""" + """Get app information. + + Returns basic information about the application including name, description, tags, and mode. + """ tags = [tag.name for tag in app_model.tags] return { "name": app_model.name, @@ -54,8 +93,3 @@ class AppInfoApi(Resource): "mode": app_model.mode, "author_name": app_model.author_name, } - - -api.add_resource(AppParameterApi, "/parameters") -api.add_resource(AppMetaApi, "/meta") -api.add_resource(AppInfoApi, "/info") diff --git a/api/controllers/service_api/app/audio.py b/api/controllers/service_api/app/audio.py index 848863cf1b..8148fa8ccc 100644 --- a/api/controllers/service_api/app/audio.py +++ b/api/controllers/service_api/app/audio.py @@ -1,11 +1,11 @@ import logging from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import InternalServerError import services -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import ( AppUnavailableError, AudioTooLargeError, @@ -29,10 +29,29 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + +@service_api_ns.route("/audio-to-text") class AudioApi(Resource): + @service_api_ns.doc("audio_to_text") + @service_api_ns.doc(description="Convert audio to text using speech-to-text") + @service_api_ns.doc( + responses={ + 200: "Audio successfully transcribed", + 400: "Bad request - no audio or invalid audio", + 401: "Unauthorized - invalid API token", + 413: "Audio file too large", + 415: "Unsupported audio type", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.FORM)) def post(self, app_model: App, end_user: EndUser): + """Convert audio to text using speech-to-text. + + Accepts an audio file upload and returns the transcribed text. + """ file = request.files["file"] try: @@ -40,7 +59,7 @@ class AudioApi(Resource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -61,20 +80,39 @@ class AudioApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() +# Define parser for text-to-audio API +text_to_audio_parser = reqparse.RequestParser() +text_to_audio_parser.add_argument("message_id", type=str, required=False, location="json", help="Message ID") +text_to_audio_parser.add_argument("voice", type=str, location="json", help="Voice to use for TTS") +text_to_audio_parser.add_argument("text", type=str, location="json", help="Text to convert to audio") +text_to_audio_parser.add_argument("streaming", type=bool, location="json", help="Enable streaming response") + + +@service_api_ns.route("/text-to-audio") class TextApi(Resource): + @service_api_ns.expect(text_to_audio_parser) + @service_api_ns.doc("text_to_audio") + @service_api_ns.doc(description="Convert text to audio using text-to-speech") + @service_api_ns.doc( + responses={ + 200: "Text successfully converted to audio", + 400: "Bad request - invalid parameters", + 401: "Unauthorized - invalid API token", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON)) def post(self, app_model: App, end_user: EndUser): + """Convert text to audio using text-to-speech. + + Converts the provided text to audio using the specified voice. + """ try: - parser = reqparse.RequestParser() - parser.add_argument("message_id", type=str, required=False, location="json") - parser.add_argument("voice", type=str, location="json") - parser.add_argument("text", type=str, location="json") - parser.add_argument("streaming", type=bool, location="json") - args = parser.parse_args() + args = text_to_audio_parser.parse_args() message_id = args.get("message_id", None) text = args.get("text", None) @@ -85,7 +123,7 @@ class TextApi(Resource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -106,9 +144,5 @@ class TextApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() - - -api.add_resource(AudioApi, "/audio-to-text") -api.add_resource(TextApi, "/text-to-audio") diff --git a/api/controllers/service_api/app/completion.py b/api/controllers/service_api/app/completion.py index ea57f04850..22428ee0ab 100644 --- a/api/controllers/service_api/app/completion.py +++ b/api/controllers/service_api/app/completion.py @@ -1,11 +1,11 @@ import logging from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from werkzeug.exceptions import BadRequest, InternalServerError, NotFound import services -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import ( AppUnavailableError, CompletionRequestError, @@ -33,21 +33,71 @@ from services.app_generate_service import AppGenerateService from services.errors.app import IsDraftWorkflowError, WorkflowIdFormatError, WorkflowNotFoundError from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + +# Define parser for completion API +completion_parser = reqparse.RequestParser() +completion_parser.add_argument( + "inputs", type=dict, required=True, location="json", help="Input parameters for completion" +) +completion_parser.add_argument("query", type=str, location="json", default="", help="The query string") +completion_parser.add_argument("files", type=list, required=False, location="json", help="List of file attachments") +completion_parser.add_argument( + "response_mode", type=str, choices=["blocking", "streaming"], location="json", help="Response mode" +) +completion_parser.add_argument( + "retriever_from", type=str, required=False, default="dev", location="json", help="Retriever source" +) + +# Define parser for chat API +chat_parser = reqparse.RequestParser() +chat_parser.add_argument("inputs", type=dict, required=True, location="json", help="Input parameters for chat") +chat_parser.add_argument("query", type=str, required=True, location="json", help="The chat query") +chat_parser.add_argument("files", type=list, required=False, location="json", help="List of file attachments") +chat_parser.add_argument( + "response_mode", type=str, choices=["blocking", "streaming"], location="json", help="Response mode" +) +chat_parser.add_argument("conversation_id", type=uuid_value, location="json", help="Existing conversation ID") +chat_parser.add_argument( + "retriever_from", type=str, required=False, default="dev", location="json", help="Retriever source" +) +chat_parser.add_argument( + "auto_generate_name", + type=bool, + required=False, + default=True, + location="json", + help="Auto generate conversation name", +) +chat_parser.add_argument("workflow_id", type=str, required=False, location="json", help="Workflow ID for advanced chat") + + +@service_api_ns.route("/completion-messages") class CompletionApi(Resource): + @service_api_ns.expect(completion_parser) + @service_api_ns.doc("create_completion") + @service_api_ns.doc(description="Create a completion for the given prompt") + @service_api_ns.doc( + responses={ + 200: "Completion created successfully", + 400: "Bad request - invalid parameters", + 401: "Unauthorized - invalid API token", + 404: "Conversation not found", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser): + """Create a completion for the given prompt. + + This endpoint generates a completion based on the provided inputs and query. + Supports both blocking and streaming response modes. + """ if app_model.mode != "completion": raise AppUnavailableError() - parser = reqparse.RequestParser() - parser.add_argument("inputs", type=dict, required=True, location="json") - parser.add_argument("query", type=str, location="json", default="") - parser.add_argument("files", type=list, required=False, location="json") - parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json") - parser.add_argument("retriever_from", type=str, required=False, default="dev", location="json") - - args = parser.parse_args() + args = completion_parser.parse_args() external_trace_id = get_external_trace_id(request) if external_trace_id: args["external_trace_id"] = external_trace_id @@ -71,7 +121,7 @@ class CompletionApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -84,13 +134,25 @@ class CompletionApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() +@service_api_ns.route("/completion-messages//stop") class CompletionStopApi(Resource): + @service_api_ns.doc("stop_completion") + @service_api_ns.doc(description="Stop a running completion task") + @service_api_ns.doc(params={"task_id": "The ID of the task to stop"}) + @service_api_ns.doc( + responses={ + 200: "Task stopped successfully", + 401: "Unauthorized - invalid API token", + 404: "Task not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) - def post(self, app_model: App, end_user: EndUser, task_id): + def post(self, app_model: App, end_user: EndUser, task_id: str): + """Stop a running completion task.""" if app_model.mode != "completion": raise AppUnavailableError() @@ -99,23 +161,33 @@ class CompletionStopApi(Resource): return {"result": "success"}, 200 +@service_api_ns.route("/chat-messages") class ChatApi(Resource): + @service_api_ns.expect(chat_parser) + @service_api_ns.doc("create_chat_message") + @service_api_ns.doc(description="Send a message in a chat conversation") + @service_api_ns.doc( + responses={ + 200: "Message sent successfully", + 400: "Bad request - invalid parameters or workflow issues", + 401: "Unauthorized - invalid API token", + 404: "Conversation or workflow not found", + 429: "Rate limit exceeded", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser): + """Send a message in a chat conversation. + + This endpoint handles chat messages for chat, agent chat, and advanced chat applications. + Supports conversation management and both blocking and streaming response modes. + """ app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() - parser = reqparse.RequestParser() - parser.add_argument("inputs", type=dict, required=True, location="json") - parser.add_argument("query", type=str, required=True, location="json") - parser.add_argument("files", type=list, required=False, location="json") - parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json") - parser.add_argument("conversation_id", type=uuid_value, location="json") - parser.add_argument("retriever_from", type=str, required=False, default="dev", location="json") - parser.add_argument("auto_generate_name", type=bool, required=False, default=True, location="json") - parser.add_argument("workflow_id", type=str, required=False, location="json") - args = parser.parse_args() + args = chat_parser.parse_args() external_trace_id = get_external_trace_id(request) if external_trace_id: @@ -140,7 +212,7 @@ class ChatApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -155,13 +227,25 @@ class ChatApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() +@service_api_ns.route("/chat-messages//stop") class ChatStopApi(Resource): + @service_api_ns.doc("stop_chat_message") + @service_api_ns.doc(description="Stop a running chat message generation") + @service_api_ns.doc(params={"task_id": "The ID of the task to stop"}) + @service_api_ns.doc( + responses={ + 200: "Task stopped successfully", + 401: "Unauthorized - invalid API token", + 404: "Task not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) - def post(self, app_model: App, end_user: EndUser, task_id): + def post(self, app_model: App, end_user: EndUser, task_id: str): + """Stop a running chat message generation.""" app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() @@ -169,9 +253,3 @@ class ChatStopApi(Resource): AppQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id) return {"result": "success"}, 200 - - -api.add_resource(CompletionApi, "/completion-messages") -api.add_resource(CompletionStopApi, "/completion-messages//stop") -api.add_resource(ChatApi, "/chat-messages") -api.add_resource(ChatStopApi, "/chat-messages//stop") diff --git a/api/controllers/service_api/app/conversation.py b/api/controllers/service_api/app/conversation.py index 073307ac4a..4860bf3a79 100644 --- a/api/controllers/service_api/app/conversation.py +++ b/api/controllers/service_api/app/conversation.py @@ -1,48 +1,97 @@ -from flask_restful import Resource, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Resource, reqparse +from flask_restx.inputs import int_range from sqlalchemy.orm import Session from werkzeug.exceptions import BadRequest, NotFound import services -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import NotChatAppError from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token from core.app.entities.app_invoke_entities import InvokeFrom from extensions.ext_database import db from fields.conversation_fields import ( - conversation_delete_fields, - conversation_infinite_scroll_pagination_fields, - simple_conversation_fields, + build_conversation_delete_model, + build_conversation_infinite_scroll_pagination_model, + build_simple_conversation_model, ) from fields.conversation_variable_fields import ( - conversation_variable_fields, - conversation_variable_infinite_scroll_pagination_fields, + build_conversation_variable_infinite_scroll_pagination_model, + build_conversation_variable_model, ) from libs.helper import uuid_value from models.model import App, AppMode, EndUser from services.conversation_service import ConversationService +# Define parsers for conversation APIs +conversation_list_parser = reqparse.RequestParser() +conversation_list_parser.add_argument( + "last_id", type=uuid_value, location="args", help="Last conversation ID for pagination" +) +conversation_list_parser.add_argument( + "limit", + type=int_range(1, 100), + required=False, + default=20, + location="args", + help="Number of conversations to return", +) +conversation_list_parser.add_argument( + "sort_by", + type=str, + choices=["created_at", "-created_at", "updated_at", "-updated_at"], + required=False, + default="-updated_at", + location="args", + help="Sort order for conversations", +) +conversation_rename_parser = reqparse.RequestParser() +conversation_rename_parser.add_argument("name", type=str, required=False, location="json", help="New conversation name") +conversation_rename_parser.add_argument( + "auto_generate", type=bool, required=False, default=False, location="json", help="Auto-generate conversation name" +) + +conversation_variables_parser = reqparse.RequestParser() +conversation_variables_parser.add_argument( + "last_id", type=uuid_value, location="args", help="Last variable ID for pagination" +) +conversation_variables_parser.add_argument( + "limit", type=int_range(1, 100), required=False, default=20, location="args", help="Number of variables to return" +) + +conversation_variable_update_parser = reqparse.RequestParser() +# using lambda is for passing the already-typed value without modification +# if no lambda, it will be converted to string +# the string cannot be converted using json.loads +conversation_variable_update_parser.add_argument( + "value", required=True, location="json", type=lambda x: x, help="New value for the conversation variable" +) + + +@service_api_ns.route("/conversations") class ConversationApi(Resource): + @service_api_ns.expect(conversation_list_parser) + @service_api_ns.doc("list_conversations") + @service_api_ns.doc(description="List all conversations for the current user") + @service_api_ns.doc( + responses={ + 200: "Conversations retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Last conversation not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY)) - @marshal_with(conversation_infinite_scroll_pagination_fields) + @service_api_ns.marshal_with(build_conversation_infinite_scroll_pagination_model(service_api_ns)) def get(self, app_model: App, end_user: EndUser): + """List all conversations for the current user. + + Supports pagination using last_id and limit parameters. + """ app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() - parser = reqparse.RequestParser() - parser.add_argument("last_id", type=uuid_value, location="args") - parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args") - parser.add_argument( - "sort_by", - type=str, - choices=["created_at", "-created_at", "updated_at", "-updated_at"], - required=False, - default="-updated_at", - location="args", - ) - args = parser.parse_args() + args = conversation_list_parser.parse_args() try: with Session(db.engine) as session: @@ -59,10 +108,22 @@ class ConversationApi(Resource): raise NotFound("Last Conversation Not Exists.") +@service_api_ns.route("/conversations/") class ConversationDetailApi(Resource): + @service_api_ns.doc("delete_conversation") + @service_api_ns.doc(description="Delete a specific conversation") + @service_api_ns.doc(params={"c_id": "Conversation ID"}) + @service_api_ns.doc( + responses={ + 204: "Conversation deleted successfully", + 401: "Unauthorized - invalid API token", + 404: "Conversation not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON)) - @marshal_with(conversation_delete_fields) + @service_api_ns.marshal_with(build_conversation_delete_model(service_api_ns), code=204) def delete(self, app_model: App, end_user: EndUser, c_id): + """Delete a specific conversation.""" app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() @@ -76,20 +137,30 @@ class ConversationDetailApi(Resource): return {"result": "success"}, 204 +@service_api_ns.route("/conversations//name") class ConversationRenameApi(Resource): + @service_api_ns.expect(conversation_rename_parser) + @service_api_ns.doc("rename_conversation") + @service_api_ns.doc(description="Rename a conversation or auto-generate a name") + @service_api_ns.doc(params={"c_id": "Conversation ID"}) + @service_api_ns.doc( + responses={ + 200: "Conversation renamed successfully", + 401: "Unauthorized - invalid API token", + 404: "Conversation not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON)) - @marshal_with(simple_conversation_fields) + @service_api_ns.marshal_with(build_simple_conversation_model(service_api_ns)) def post(self, app_model: App, end_user: EndUser, c_id): + """Rename a conversation or auto-generate a name.""" app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() conversation_id = str(c_id) - parser = reqparse.RequestParser() - parser.add_argument("name", type=str, required=False, location="json") - parser.add_argument("auto_generate", type=bool, required=False, default=False, location="json") - args = parser.parse_args() + args = conversation_rename_parser.parse_args() try: return ConversationService.rename(app_model, conversation_id, end_user, args["name"], args["auto_generate"]) @@ -97,10 +168,26 @@ class ConversationRenameApi(Resource): raise NotFound("Conversation Not Exists.") +@service_api_ns.route("/conversations//variables") class ConversationVariablesApi(Resource): + @service_api_ns.expect(conversation_variables_parser) + @service_api_ns.doc("list_conversation_variables") + @service_api_ns.doc(description="List all variables for a conversation") + @service_api_ns.doc(params={"c_id": "Conversation ID"}) + @service_api_ns.doc( + responses={ + 200: "Variables retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Conversation not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY)) - @marshal_with(conversation_variable_infinite_scroll_pagination_fields) + @service_api_ns.marshal_with(build_conversation_variable_infinite_scroll_pagination_model(service_api_ns)) def get(self, app_model: App, end_user: EndUser, c_id): + """List all variables for a conversation. + + Conversational variables are only available for chat applications. + """ # conversational variable only for chat app app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: @@ -108,10 +195,7 @@ class ConversationVariablesApi(Resource): conversation_id = str(c_id) - parser = reqparse.RequestParser() - parser.add_argument("last_id", type=uuid_value, location="args") - parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args") - args = parser.parse_args() + args = conversation_variables_parser.parse_args() try: return ConversationService.get_conversational_variable( @@ -121,11 +205,28 @@ class ConversationVariablesApi(Resource): raise NotFound("Conversation Not Exists.") +@service_api_ns.route("/conversations//variables/") class ConversationVariableDetailApi(Resource): + @service_api_ns.expect(conversation_variable_update_parser) + @service_api_ns.doc("update_conversation_variable") + @service_api_ns.doc(description="Update a conversation variable's value") + @service_api_ns.doc(params={"c_id": "Conversation ID", "variable_id": "Variable ID"}) + @service_api_ns.doc( + responses={ + 200: "Variable updated successfully", + 400: "Bad request - type mismatch", + 401: "Unauthorized - invalid API token", + 404: "Conversation or variable not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON)) - @marshal_with(conversation_variable_fields) + @service_api_ns.marshal_with(build_conversation_variable_model(service_api_ns)) def put(self, app_model: App, end_user: EndUser, c_id, variable_id): - """Update a conversation variable's value""" + """Update a conversation variable's value. + + Allows updating the value of a specific conversation variable. + The value must match the variable's expected type. + """ app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() @@ -133,12 +234,7 @@ class ConversationVariableDetailApi(Resource): conversation_id = str(c_id) variable_id = str(variable_id) - parser = reqparse.RequestParser() - # using lambda is for passing the already-typed value without modification - # if no lambda, it will be converted to string - # the string cannot be converted using json.loads - parser.add_argument("value", required=True, location="json", type=lambda x: x) - args = parser.parse_args() + args = conversation_variable_update_parser.parse_args() try: return ConversationService.update_conversation_variable( @@ -150,15 +246,3 @@ class ConversationVariableDetailApi(Resource): raise NotFound("Conversation Variable Not Exists.") except services.errors.conversation.ConversationVariableTypeMismatchError as e: raise BadRequest(str(e)) - - -api.add_resource(ConversationRenameApi, "/conversations//name", endpoint="conversation_name") -api.add_resource(ConversationApi, "/conversations") -api.add_resource(ConversationDetailApi, "/conversations/", endpoint="conversation_detail") -api.add_resource(ConversationVariablesApi, "/conversations//variables", endpoint="conversation_variables") -api.add_resource( - ConversationVariableDetailApi, - "/conversations//variables/", - endpoint="conversation_variable_detail", - methods=["PUT"], -) diff --git a/api/controllers/service_api/app/file.py b/api/controllers/service_api/app/file.py index 37153ca5db..05f27545b3 100644 --- a/api/controllers/service_api/app/file.py +++ b/api/controllers/service_api/app/file.py @@ -1,5 +1,6 @@ from flask import request -from flask_restful import Resource, marshal_with +from flask_restx import Resource +from flask_restx.api import HTTPStatus import services from controllers.common.errors import ( @@ -9,17 +10,33 @@ from controllers.common.errors import ( TooManyFilesError, UnsupportedFileTypeError, ) -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token -from fields.file_fields import file_fields +from fields.file_fields import build_file_model from models.model import App, EndUser from services.file_service import FileService +@service_api_ns.route("/files/upload") class FileApi(Resource): + @service_api_ns.doc("upload_file") + @service_api_ns.doc(description="Upload a file for use in conversations") + @service_api_ns.doc( + responses={ + 201: "File uploaded successfully", + 400: "Bad request - no file or invalid file", + 401: "Unauthorized - invalid API token", + 413: "File too large", + 415: "Unsupported file type", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.FORM)) - @marshal_with(file_fields) + @service_api_ns.marshal_with(build_file_model(service_api_ns), code=HTTPStatus.CREATED) def post(self, app_model: App, end_user: EndUser): + """Upload a file for use in conversations. + + Accepts a single file upload via multipart/form-data. + """ # check file if "file" not in request.files: raise NoFileUploadedError() @@ -47,6 +64,3 @@ class FileApi(Resource): raise UnsupportedFileTypeError() return upload_file, 201 - - -api.add_resource(FileApi, "/files/upload") diff --git a/api/controllers/service_api/app/file_preview.py b/api/controllers/service_api/app/file_preview.py index 57141033d1..84d80ea101 100644 --- a/api/controllers/service_api/app/file_preview.py +++ b/api/controllers/service_api/app/file_preview.py @@ -2,9 +2,9 @@ import logging from urllib.parse import quote from flask import Response -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import ( FileAccessDeniedError, FileNotFoundError, @@ -17,6 +17,14 @@ from models.model import App, EndUser, Message, MessageFile, UploadFile logger = logging.getLogger(__name__) +# Define parser for file preview API +file_preview_parser = reqparse.RequestParser() +file_preview_parser.add_argument( + "as_attachment", type=bool, required=False, default=False, location="args", help="Download as attachment" +) + + +@service_api_ns.route("/files//preview") class FilePreviewApi(Resource): """ Service API File Preview endpoint @@ -25,33 +33,30 @@ class FilePreviewApi(Resource): Files can only be accessed if they belong to messages within the requesting app's context. """ + @service_api_ns.expect(file_preview_parser) + @service_api_ns.doc("preview_file") + @service_api_ns.doc(description="Preview or download a file uploaded via Service API") + @service_api_ns.doc(params={"file_id": "UUID of the file to preview"}) + @service_api_ns.doc( + responses={ + 200: "File retrieved successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - file access denied", + 404: "File not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY)) def get(self, app_model: App, end_user: EndUser, file_id: str): """ - Preview/Download a file that was uploaded via Service API + Preview/Download a file that was uploaded via Service API. - Args: - app_model: The authenticated app model - end_user: The authenticated end user (optional) - file_id: UUID of the file to preview - - Query Parameters: - user: Optional user identifier - as_attachment: Boolean, whether to download as attachment (default: false) - - Returns: - Stream response with file content - - Raises: - FileNotFoundError: File does not exist - FileAccessDeniedError: File access denied (not owned by app) + Provides secure file preview/download functionality. + Files can only be accessed if they belong to messages within the requesting app's context. """ file_id = str(file_id) # Parse query parameters - parser = reqparse.RequestParser() - parser.add_argument("as_attachment", type=bool, required=False, default=False, location="args") - args = parser.parse_args() + args = file_preview_parser.parse_args() # Validate file ownership and get file objects message_file, upload_file = self._validate_file_ownership(file_id, app_model.id) @@ -180,7 +185,3 @@ class FilePreviewApi(Resource): response.headers["Cache-Control"] = "public, max-age=3600" # Cache for 1 hour return response - - -# Register the API endpoint -api.add_resource(FilePreviewApi, "/files//preview") diff --git a/api/controllers/service_api/app/message.py b/api/controllers/service_api/app/message.py index a4f95cb1cb..fc506ef723 100644 --- a/api/controllers/service_api/app/message.py +++ b/api/controllers/service_api/app/message.py @@ -1,17 +1,17 @@ import json import logging -from flask_restful import Resource, fields, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Api, Namespace, Resource, fields, reqparse +from flask_restx.inputs import int_range from werkzeug.exceptions import BadRequest, InternalServerError, NotFound import services -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import NotChatAppError from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token from core.app.entities.app_invoke_entities import InvokeFrom -from fields.conversation_fields import message_file_fields -from fields.message_fields import agent_thought_fields, feedback_fields +from fields.conversation_fields import build_message_file_model +from fields.message_fields import build_agent_thought_model, build_feedback_model from fields.raws import FilesContainedField from libs.helper import TimestampField, uuid_value from models.model import App, AppMode, EndUser @@ -22,8 +22,40 @@ from services.errors.message import ( ) from services.message_service import MessageService +logger = logging.getLogger(__name__) -class MessageListApi(Resource): + +# Define parsers for message APIs +message_list_parser = reqparse.RequestParser() +message_list_parser.add_argument( + "conversation_id", required=True, type=uuid_value, location="args", help="Conversation ID" +) +message_list_parser.add_argument("first_id", type=uuid_value, location="args", help="First message ID for pagination") +message_list_parser.add_argument( + "limit", type=int_range(1, 100), required=False, default=20, location="args", help="Number of messages to return" +) + +message_feedback_parser = reqparse.RequestParser() +message_feedback_parser.add_argument( + "rating", type=str, choices=["like", "dislike", None], location="json", help="Feedback rating" +) +message_feedback_parser.add_argument("content", type=str, location="json", help="Feedback content") + +feedback_list_parser = reqparse.RequestParser() +feedback_list_parser.add_argument("page", type=int, default=1, location="args", help="Page number") +feedback_list_parser.add_argument( + "limit", type=int_range(1, 101), required=False, default=20, location="args", help="Number of feedbacks per page" +) + + +def build_message_model(api_or_ns: Api | Namespace): + """Build the message model for the API or Namespace.""" + # First build the nested models + feedback_model = build_feedback_model(api_or_ns) + agent_thought_model = build_agent_thought_model(api_or_ns) + message_file_model = build_message_file_model(api_or_ns) + + # Then build the message fields with nested models message_fields = { "id": fields.String, "conversation_id": fields.String, @@ -31,37 +63,58 @@ class MessageListApi(Resource): "inputs": FilesContainedField, "query": fields.String, "answer": fields.String(attribute="re_sign_file_url_answer"), - "message_files": fields.List(fields.Nested(message_file_fields)), - "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True), + "message_files": fields.List(fields.Nested(message_file_model)), + "feedback": fields.Nested(feedback_model, attribute="user_feedback", allow_null=True), "retriever_resources": fields.Raw( attribute=lambda obj: json.loads(obj.message_metadata).get("retriever_resources", []) if obj.message_metadata else [] ), "created_at": TimestampField, - "agent_thoughts": fields.List(fields.Nested(agent_thought_fields)), + "agent_thoughts": fields.List(fields.Nested(agent_thought_model)), "status": fields.String, "error": fields.String, } + return api_or_ns.model("Message", message_fields) + + +def build_message_infinite_scroll_pagination_model(api_or_ns: Api | Namespace): + """Build the message infinite scroll pagination model for the API or Namespace.""" + # Build the nested message model first + message_model = build_message_model(api_or_ns) message_infinite_scroll_pagination_fields = { "limit": fields.Integer, "has_more": fields.Boolean, - "data": fields.List(fields.Nested(message_fields)), + "data": fields.List(fields.Nested(message_model)), } + return api_or_ns.model("MessageInfiniteScrollPagination", message_infinite_scroll_pagination_fields) + +@service_api_ns.route("/messages") +class MessageListApi(Resource): + @service_api_ns.expect(message_list_parser) + @service_api_ns.doc("list_messages") + @service_api_ns.doc(description="List messages in a conversation") + @service_api_ns.doc( + responses={ + 200: "Messages retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Conversation or first message not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY)) - @marshal_with(message_infinite_scroll_pagination_fields) + @service_api_ns.marshal_with(build_message_infinite_scroll_pagination_model(service_api_ns)) def get(self, app_model: App, end_user: EndUser): + """List messages in a conversation. + + Retrieves messages with pagination support using first_id. + """ app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: raise NotChatAppError() - parser = reqparse.RequestParser() - parser.add_argument("conversation_id", required=True, type=uuid_value, location="args") - parser.add_argument("first_id", type=uuid_value, location="args") - parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args") - args = parser.parse_args() + args = message_list_parser.parse_args() try: return MessageService.pagination_by_first_id( @@ -73,15 +126,28 @@ class MessageListApi(Resource): raise NotFound("First Message Not Exists.") +@service_api_ns.route("/messages//feedbacks") class MessageFeedbackApi(Resource): + @service_api_ns.expect(message_feedback_parser) + @service_api_ns.doc("create_message_feedback") + @service_api_ns.doc(description="Submit feedback for a message") + @service_api_ns.doc(params={"message_id": "Message ID"}) + @service_api_ns.doc( + responses={ + 200: "Feedback submitted successfully", + 401: "Unauthorized - invalid API token", + 404: "Message not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser, message_id): + """Submit feedback for a message. + + Allows users to rate messages as like/dislike and provide optional feedback content. + """ message_id = str(message_id) - parser = reqparse.RequestParser() - parser.add_argument("rating", type=str, choices=["like", "dislike", None], location="json") - parser.add_argument("content", type=str, location="json") - args = parser.parse_args() + args = message_feedback_parser.parse_args() try: MessageService.create_feedback( @@ -97,21 +163,48 @@ class MessageFeedbackApi(Resource): return {"result": "success"} +@service_api_ns.route("/app/feedbacks") class AppGetFeedbacksApi(Resource): + @service_api_ns.expect(feedback_list_parser) + @service_api_ns.doc("get_app_feedbacks") + @service_api_ns.doc(description="Get all feedbacks for the application") + @service_api_ns.doc( + responses={ + 200: "Feedbacks retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_app_token def get(self, app_model: App): - """Get All Feedbacks of an app""" - parser = reqparse.RequestParser() - parser.add_argument("page", type=int, default=1, location="args") - parser.add_argument("limit", type=int_range(1, 101), required=False, default=20, location="args") - args = parser.parse_args() + """Get all feedbacks for the application. + + Returns paginated list of all feedback submitted for messages in this app. + """ + args = feedback_list_parser.parse_args() feedbacks = MessageService.get_all_messages_feedbacks(app_model, page=args["page"], limit=args["limit"]) return {"data": feedbacks} +@service_api_ns.route("/messages//suggested") class MessageSuggestedApi(Resource): + @service_api_ns.doc("get_suggested_questions") + @service_api_ns.doc(description="Get suggested follow-up questions for a message") + @service_api_ns.doc(params={"message_id": "Message ID"}) + @service_api_ns.doc( + responses={ + 200: "Suggested questions retrieved successfully", + 400: "Suggested questions feature is disabled", + 401: "Unauthorized - invalid API token", + 404: "Message not found", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY, required=True)) def get(self, app_model: App, end_user: EndUser, message_id): + """Get suggested follow-up questions for a message. + + Returns AI-generated follow-up questions based on the message content. + """ message_id = str(message_id) app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: @@ -126,13 +219,7 @@ class MessageSuggestedApi(Resource): except SuggestedQuestionsAfterAnswerDisabledError: raise BadRequest("Suggested Questions Is Disabled.") except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"result": "success", "data": questions} - - -api.add_resource(MessageListApi, "/messages") -api.add_resource(MessageFeedbackApi, "/messages//feedbacks") -api.add_resource(MessageSuggestedApi, "/messages//suggested") -api.add_resource(AppGetFeedbacksApi, "/app/feedbacks") diff --git a/api/controllers/service_api/app/site.py b/api/controllers/service_api/app/site.py index c157b39f6b..9f8324a84e 100644 --- a/api/controllers/service_api/app/site.py +++ b/api/controllers/service_api/app/site.py @@ -1,30 +1,41 @@ -from flask_restful import Resource, marshal_with +from flask_restx import Resource from werkzeug.exceptions import Forbidden -from controllers.common import fields -from controllers.service_api import api +from controllers.common.fields import build_site_model +from controllers.service_api import service_api_ns from controllers.service_api.wraps import validate_app_token from extensions.ext_database import db from models.account import TenantStatus from models.model import App, Site +@service_api_ns.route("/site") class AppSiteApi(Resource): """Resource for app sites.""" + @service_api_ns.doc("get_app_site") + @service_api_ns.doc(description="Get application site configuration") + @service_api_ns.doc( + responses={ + 200: "Site configuration retrieved successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - site not found or tenant archived", + } + ) @validate_app_token - @marshal_with(fields.site_fields) + @service_api_ns.marshal_with(build_site_model(service_api_ns)) def get(self, app_model: App): - """Retrieve app site info.""" + """Retrieve app site info. + + Returns the site configuration for the application including theme, icons, and text. + """ site = db.session.query(Site).where(Site.app_id == app_model.id).first() if not site: raise Forbidden() + assert app_model.tenant if app_model.tenant.status == TenantStatus.ARCHIVE: raise Forbidden() return site - - -api.add_resource(AppSiteApi, "/site") diff --git a/api/controllers/service_api/app/workflow.py b/api/controllers/service_api/app/workflow.py index cd8a5f03ac..f175766e61 100644 --- a/api/controllers/service_api/app/workflow.py +++ b/api/controllers/service_api/app/workflow.py @@ -2,12 +2,12 @@ import logging from dateutil.parser import isoparse from flask import request -from flask_restful import Resource, fields, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import Api, Namespace, Resource, fields, reqparse +from flask_restx.inputs import int_range from sqlalchemy.orm import Session, sessionmaker from werkzeug.exceptions import BadRequest, InternalServerError, NotFound -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import ( CompletionRequestError, NotWorkflowAppError, @@ -28,7 +28,7 @@ from core.helper.trace_id_helper import get_external_trace_id from core.model_runtime.errors.invoke import InvokeError from core.workflow.entities.workflow_execution import WorkflowExecutionStatus from extensions.ext_database import db -from fields.workflow_app_log_fields import workflow_app_log_pagination_fields +from fields.workflow_app_log_fields import build_workflow_app_log_pagination_model from libs import helper from libs.helper import TimestampField from models.model import App, AppMode, EndUser @@ -40,6 +40,34 @@ from services.workflow_app_service import WorkflowAppService logger = logging.getLogger(__name__) +# Define parsers for workflow APIs +workflow_run_parser = reqparse.RequestParser() +workflow_run_parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json") +workflow_run_parser.add_argument("files", type=list, required=False, location="json") +workflow_run_parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json") + +workflow_log_parser = reqparse.RequestParser() +workflow_log_parser.add_argument("keyword", type=str, location="args") +workflow_log_parser.add_argument("status", type=str, choices=["succeeded", "failed", "stopped"], location="args") +workflow_log_parser.add_argument("created_at__before", type=str, location="args") +workflow_log_parser.add_argument("created_at__after", type=str, location="args") +workflow_log_parser.add_argument( + "created_by_end_user_session_id", + type=str, + location="args", + required=False, + default=None, +) +workflow_log_parser.add_argument( + "created_by_account", + type=str, + location="args", + required=False, + default=None, +) +workflow_log_parser.add_argument("page", type=int_range(1, 99999), default=1, location="args") +workflow_log_parser.add_argument("limit", type=int_range(1, 100), default=20, location="args") + workflow_run_fields = { "id": fields.String, "workflow_id": fields.String, @@ -55,12 +83,29 @@ workflow_run_fields = { } +def build_workflow_run_model(api_or_ns: Api | Namespace): + """Build the workflow run model for the API or Namespace.""" + return api_or_ns.model("WorkflowRun", workflow_run_fields) + + +@service_api_ns.route("/workflows/run/") class WorkflowRunDetailApi(Resource): + @service_api_ns.doc("get_workflow_run_detail") + @service_api_ns.doc(description="Get workflow run details") + @service_api_ns.doc(params={"workflow_run_id": "Workflow run ID"}) + @service_api_ns.doc( + responses={ + 200: "Workflow run details retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Workflow run not found", + } + ) @validate_app_token - @marshal_with(workflow_run_fields) + @service_api_ns.marshal_with(build_workflow_run_model(service_api_ns)) def get(self, app_model: App, workflow_run_id: str): - """ - Get a workflow task running detail + """Get a workflow task running detail. + + Returns detailed information about a specific workflow run. """ app_mode = AppMode.value_of(app_model.mode) if app_mode not in [AppMode.WORKFLOW, AppMode.ADVANCED_CHAT]: @@ -78,21 +123,33 @@ class WorkflowRunDetailApi(Resource): return workflow_run +@service_api_ns.route("/workflows/run") class WorkflowRunApi(Resource): + @service_api_ns.expect(workflow_run_parser) + @service_api_ns.doc("run_workflow") + @service_api_ns.doc(description="Execute a workflow") + @service_api_ns.doc( + responses={ + 200: "Workflow executed successfully", + 400: "Bad request - invalid parameters or workflow issues", + 401: "Unauthorized - invalid API token", + 404: "Workflow not found", + 429: "Rate limit exceeded", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser): - """ - Run workflow + """Execute a workflow. + + Runs a workflow with the provided inputs and returns the results. + Supports both blocking and streaming response modes. """ app_mode = AppMode.value_of(app_model.mode) if app_mode != AppMode.WORKFLOW: raise NotWorkflowAppError() - parser = reqparse.RequestParser() - parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json") - parser.add_argument("files", type=list, required=False, location="json") - parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json") - args = parser.parse_args() + args = workflow_run_parser.parse_args() external_trace_id = get_external_trace_id(request) if external_trace_id: args["external_trace_id"] = external_trace_id @@ -117,25 +174,37 @@ class WorkflowRunApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() +@service_api_ns.route("/workflows//run") class WorkflowRunByIdApi(Resource): + @service_api_ns.expect(workflow_run_parser) + @service_api_ns.doc("run_workflow_by_id") + @service_api_ns.doc(description="Execute a specific workflow by ID") + @service_api_ns.doc(params={"workflow_id": "Workflow ID to execute"}) + @service_api_ns.doc( + responses={ + 200: "Workflow executed successfully", + 400: "Bad request - invalid parameters or workflow issues", + 401: "Unauthorized - invalid API token", + 404: "Workflow not found", + 429: "Rate limit exceeded", + 500: "Internal server error", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser, workflow_id: str): - """ - Run specific workflow by ID + """Run specific workflow by ID. + + Executes a specific workflow version identified by its ID. """ app_mode = AppMode.value_of(app_model.mode) if app_mode != AppMode.WORKFLOW: raise NotWorkflowAppError() - parser = reqparse.RequestParser() - parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json") - parser.add_argument("files", type=list, required=False, location="json") - parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json") - args = parser.parse_args() + args = workflow_run_parser.parse_args() # Add workflow_id to args for AppGenerateService args["workflow_id"] = workflow_id @@ -170,16 +239,25 @@ class WorkflowRunByIdApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() +@service_api_ns.route("/workflows/tasks//stop") class WorkflowTaskStopApi(Resource): + @service_api_ns.doc("stop_workflow_task") + @service_api_ns.doc(description="Stop a running workflow task") + @service_api_ns.doc(params={"task_id": "Task ID to stop"}) + @service_api_ns.doc( + responses={ + 200: "Task stopped successfully", + 401: "Unauthorized - invalid API token", + 404: "Task not found", + } + ) @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser, task_id: str): - """ - Stop workflow task - """ + """Stop a running workflow task.""" app_mode = AppMode.value_of(app_model.mode) if app_mode != AppMode.WORKFLOW: raise NotWorkflowAppError() @@ -189,35 +267,25 @@ class WorkflowTaskStopApi(Resource): return {"result": "success"} +@service_api_ns.route("/workflows/logs") class WorkflowAppLogApi(Resource): + @service_api_ns.expect(workflow_log_parser) + @service_api_ns.doc("get_workflow_logs") + @service_api_ns.doc(description="Get workflow execution logs") + @service_api_ns.doc( + responses={ + 200: "Logs retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_app_token - @marshal_with(workflow_app_log_pagination_fields) + @service_api_ns.marshal_with(build_workflow_app_log_pagination_model(service_api_ns)) def get(self, app_model: App): + """Get workflow app logs. + + Returns paginated workflow execution logs with filtering options. """ - Get workflow app logs - """ - parser = reqparse.RequestParser() - parser.add_argument("keyword", type=str, location="args") - parser.add_argument("status", type=str, choices=["succeeded", "failed", "stopped"], location="args") - parser.add_argument("created_at__before", type=str, location="args") - parser.add_argument("created_at__after", type=str, location="args") - parser.add_argument( - "created_by_end_user_session_id", - type=str, - location="args", - required=False, - default=None, - ) - parser.add_argument( - "created_by_account", - type=str, - location="args", - required=False, - default=None, - ) - parser.add_argument("page", type=int_range(1, 99999), default=1, location="args") - parser.add_argument("limit", type=int_range(1, 100), default=20, location="args") - args = parser.parse_args() + args = workflow_log_parser.parse_args() args.status = WorkflowExecutionStatus(args.status) if args.status else None if args.created_at__before: @@ -243,10 +311,3 @@ class WorkflowAppLogApi(Resource): ) return workflow_app_log_pagination - - -api.add_resource(WorkflowRunApi, "/workflows/run") -api.add_resource(WorkflowRunDetailApi, "/workflows/run/") -api.add_resource(WorkflowRunByIdApi, "/workflows//run") -api.add_resource(WorkflowTaskStopApi, "/workflows/tasks//stop") -api.add_resource(WorkflowAppLogApi, "/workflows/logs") diff --git a/api/controllers/service_api/dataset/dataset.py b/api/controllers/service_api/dataset/dataset.py index 35b1efeff6..7b74c961bb 100644 --- a/api/controllers/service_api/dataset/dataset.py +++ b/api/controllers/service_api/dataset/dataset.py @@ -1,11 +1,11 @@ from typing import Literal from flask import request -from flask_restful import marshal, marshal_with, reqparse +from flask_restx import marshal, reqparse from werkzeug.exceptions import Forbidden, NotFound import services.dataset_service -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.dataset.error import DatasetInUseError, DatasetNameDuplicateError, InvalidActionError from controllers.service_api.wraps import ( DatasetApiResource, @@ -16,8 +16,9 @@ from core.model_runtime.entities.model_entities import ModelType from core.plugin.entities.plugin import ModelProviderID from core.provider_manager import ProviderManager from fields.dataset_fields import dataset_detail_fields -from fields.tag_fields import tag_fields +from fields.tag_fields import build_dataset_tag_fields from libs.login import current_user +from models.account import Account from models.dataset import Dataset, DatasetPermissionEnum from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService from services.entities.knowledge_entities.knowledge_entities import RetrievalModel @@ -36,12 +37,171 @@ def _validate_description_length(description): return description +# Define parsers for dataset operations +dataset_create_parser = reqparse.RequestParser() +dataset_create_parser.add_argument( + "name", + nullable=False, + required=True, + help="type is required. Name must be between 1 to 40 characters.", + type=_validate_name, +) +dataset_create_parser.add_argument( + "description", + type=_validate_description_length, + nullable=True, + required=False, + default="", +) +dataset_create_parser.add_argument( + "indexing_technique", + type=str, + location="json", + choices=Dataset.INDEXING_TECHNIQUE_LIST, + help="Invalid indexing technique.", +) +dataset_create_parser.add_argument( + "permission", + type=str, + location="json", + choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM), + help="Invalid permission.", + required=False, + nullable=False, +) +dataset_create_parser.add_argument( + "external_knowledge_api_id", + type=str, + nullable=True, + required=False, + default="_validate_name", +) +dataset_create_parser.add_argument( + "provider", + type=str, + nullable=True, + required=False, + default="vendor", +) +dataset_create_parser.add_argument( + "external_knowledge_id", + type=str, + nullable=True, + required=False, +) +dataset_create_parser.add_argument("retrieval_model", type=dict, required=False, nullable=True, location="json") +dataset_create_parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json") +dataset_create_parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json") + +dataset_update_parser = reqparse.RequestParser() +dataset_update_parser.add_argument( + "name", + nullable=False, + help="type is required. Name must be between 1 to 40 characters.", + type=_validate_name, +) +dataset_update_parser.add_argument( + "description", location="json", store_missing=False, type=_validate_description_length +) +dataset_update_parser.add_argument( + "indexing_technique", + type=str, + location="json", + choices=Dataset.INDEXING_TECHNIQUE_LIST, + nullable=True, + help="Invalid indexing technique.", +) +dataset_update_parser.add_argument( + "permission", + type=str, + location="json", + choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM), + help="Invalid permission.", +) +dataset_update_parser.add_argument("embedding_model", type=str, location="json", help="Invalid embedding model.") +dataset_update_parser.add_argument( + "embedding_model_provider", type=str, location="json", help="Invalid embedding model provider." +) +dataset_update_parser.add_argument("retrieval_model", type=dict, location="json", help="Invalid retrieval model.") +dataset_update_parser.add_argument("partial_member_list", type=list, location="json", help="Invalid parent user list.") +dataset_update_parser.add_argument( + "external_retrieval_model", + type=dict, + required=False, + nullable=True, + location="json", + help="Invalid external retrieval model.", +) +dataset_update_parser.add_argument( + "external_knowledge_id", + type=str, + required=False, + nullable=True, + location="json", + help="Invalid external knowledge id.", +) +dataset_update_parser.add_argument( + "external_knowledge_api_id", + type=str, + required=False, + nullable=True, + location="json", + help="Invalid external knowledge api id.", +) + +tag_create_parser = reqparse.RequestParser() +tag_create_parser.add_argument( + "name", + nullable=False, + required=True, + help="Name must be between 1 to 50 characters.", + type=lambda x: x + if x and 1 <= len(x) <= 50 + else (_ for _ in ()).throw(ValueError("Name must be between 1 to 50 characters.")), +) + +tag_update_parser = reqparse.RequestParser() +tag_update_parser.add_argument( + "name", + nullable=False, + required=True, + help="Name must be between 1 to 50 characters.", + type=lambda x: x + if x and 1 <= len(x) <= 50 + else (_ for _ in ()).throw(ValueError("Name must be between 1 to 50 characters.")), +) +tag_update_parser.add_argument("tag_id", nullable=False, required=True, help="Id of a tag.", type=str) + +tag_delete_parser = reqparse.RequestParser() +tag_delete_parser.add_argument("tag_id", nullable=False, required=True, help="Id of a tag.", type=str) + +tag_binding_parser = reqparse.RequestParser() +tag_binding_parser.add_argument( + "tag_ids", type=list, nullable=False, required=True, location="json", help="Tag IDs is required." +) +tag_binding_parser.add_argument( + "target_id", type=str, nullable=False, required=True, location="json", help="Target Dataset ID is required." +) + +tag_unbinding_parser = reqparse.RequestParser() +tag_unbinding_parser.add_argument("tag_id", type=str, nullable=False, required=True, help="Tag ID is required.") +tag_unbinding_parser.add_argument("target_id", type=str, nullable=False, required=True, help="Target ID is required.") + + +@service_api_ns.route("/datasets") class DatasetListApi(DatasetApiResource): """Resource for datasets.""" + @service_api_ns.doc("list_datasets") + @service_api_ns.doc(description="List all datasets") + @service_api_ns.doc( + responses={ + 200: "Datasets retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) def get(self, tenant_id): """Resource for getting datasets.""" - page = request.args.get("page", default=1, type=int) limit = request.args.get("limit", default=20, type=int) # provider = request.args.get("provider", default="vendor") @@ -54,7 +214,10 @@ class DatasetListApi(DatasetApiResource): ) # check embedding setting provider_manager = ProviderManager() - configurations = provider_manager.get_configurations(tenant_id=current_user.current_tenant_id) + assert isinstance(current_user, Account) + cid = current_user.current_tenant_id + assert cid is not None + configurations = provider_manager.get_configurations(tenant_id=cid) embedding_models = configurations.get_models(model_type=ModelType.TEXT_EMBEDDING, only_active=True) @@ -76,65 +239,20 @@ class DatasetListApi(DatasetApiResource): response = {"data": data, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page} return response, 200 + @service_api_ns.expect(dataset_create_parser) + @service_api_ns.doc("create_dataset") + @service_api_ns.doc(description="Create a new dataset") + @service_api_ns.doc( + responses={ + 200: "Dataset created successfully", + 401: "Unauthorized - invalid API token", + 400: "Bad request - invalid parameters", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id): """Resource for creating datasets.""" - parser = reqparse.RequestParser() - parser.add_argument( - "name", - nullable=False, - required=True, - help="type is required. Name must be between 1 to 40 characters.", - type=_validate_name, - ) - parser.add_argument( - "description", - type=_validate_description_length, - nullable=True, - required=False, - default="", - ) - parser.add_argument( - "indexing_technique", - type=str, - location="json", - choices=Dataset.INDEXING_TECHNIQUE_LIST, - help="Invalid indexing technique.", - ) - parser.add_argument( - "permission", - type=str, - location="json", - choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM), - help="Invalid permission.", - required=False, - nullable=False, - ) - parser.add_argument( - "external_knowledge_api_id", - type=str, - nullable=True, - required=False, - default="_validate_name", - ) - parser.add_argument( - "provider", - type=str, - nullable=True, - required=False, - default="vendor", - ) - parser.add_argument( - "external_knowledge_id", - type=str, - nullable=True, - required=False, - ) - parser.add_argument("retrieval_model", type=dict, required=False, nullable=True, location="json") - parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json") - parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json") - - args = parser.parse_args() + args = dataset_create_parser.parse_args() if args.get("embedding_model_provider"): DatasetService.check_embedding_model_setting( @@ -152,6 +270,7 @@ class DatasetListApi(DatasetApiResource): ) try: + assert isinstance(current_user, Account) dataset = DatasetService.create_empty_dataset( tenant_id=tenant_id, name=args["name"], @@ -174,9 +293,21 @@ class DatasetListApi(DatasetApiResource): return marshal(dataset, dataset_detail_fields), 200 +@service_api_ns.route("/datasets/") class DatasetApi(DatasetApiResource): """Resource for dataset.""" + @service_api_ns.doc("get_dataset") + @service_api_ns.doc(description="Get a specific dataset by ID") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Dataset retrieved successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + 404: "Dataset not found", + } + ) def get(self, _, dataset_id): dataset_id_str = str(dataset_id) dataset = DatasetService.get_dataset(dataset_id_str) @@ -193,7 +324,10 @@ class DatasetApi(DatasetApiResource): # check embedding setting provider_manager = ProviderManager() - configurations = provider_manager.get_configurations(tenant_id=current_user.current_tenant_id) + assert isinstance(current_user, Account) + cid = current_user.current_tenant_id + assert cid is not None + configurations = provider_manager.get_configurations(tenant_id=cid) embedding_models = configurations.get_models(model_type=ModelType.TEXT_EMBEDDING, only_active=True) @@ -216,6 +350,18 @@ class DatasetApi(DatasetApiResource): return data, 200 + @service_api_ns.expect(dataset_update_parser) + @service_api_ns.doc("update_dataset") + @service_api_ns.doc(description="Update an existing dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Dataset updated successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + 404: "Dataset not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def patch(self, _, dataset_id): dataset_id_str = str(dataset_id) @@ -223,63 +369,7 @@ class DatasetApi(DatasetApiResource): if dataset is None: raise NotFound("Dataset not found.") - parser = reqparse.RequestParser() - parser.add_argument( - "name", - nullable=False, - help="type is required. Name must be between 1 to 40 characters.", - type=_validate_name, - ) - parser.add_argument("description", location="json", store_missing=False, type=_validate_description_length) - parser.add_argument( - "indexing_technique", - type=str, - location="json", - choices=Dataset.INDEXING_TECHNIQUE_LIST, - nullable=True, - help="Invalid indexing technique.", - ) - parser.add_argument( - "permission", - type=str, - location="json", - choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM), - help="Invalid permission.", - ) - parser.add_argument("embedding_model", type=str, location="json", help="Invalid embedding model.") - parser.add_argument( - "embedding_model_provider", type=str, location="json", help="Invalid embedding model provider." - ) - parser.add_argument("retrieval_model", type=dict, location="json", help="Invalid retrieval model.") - parser.add_argument("partial_member_list", type=list, location="json", help="Invalid parent user list.") - - parser.add_argument( - "external_retrieval_model", - type=dict, - required=False, - nullable=True, - location="json", - help="Invalid external retrieval model.", - ) - - parser.add_argument( - "external_knowledge_id", - type=str, - required=False, - nullable=True, - location="json", - help="Invalid external knowledge id.", - ) - - parser.add_argument( - "external_knowledge_api_id", - type=str, - required=False, - nullable=True, - location="json", - help="Invalid external knowledge api id.", - ) - args = parser.parse_args() + args = dataset_update_parser.parse_args() data = request.get_json() # check embedding model setting @@ -309,6 +399,7 @@ class DatasetApi(DatasetApiResource): raise NotFound("Dataset not found.") result_data = marshal(dataset, dataset_detail_fields) + assert isinstance(current_user, Account) tenant_id = current_user.current_tenant_id if data.get("partial_member_list") and data.get("permission") == "partial_members": @@ -327,6 +418,17 @@ class DatasetApi(DatasetApiResource): return result_data, 200 + @service_api_ns.doc("delete_dataset") + @service_api_ns.doc(description="Delete a dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 204: "Dataset deleted successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + 409: "Conflict - dataset is in use", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def delete(self, _, dataset_id): """ @@ -357,9 +459,27 @@ class DatasetApi(DatasetApiResource): raise DatasetInUseError() +@service_api_ns.route("/datasets//documents/status/") class DocumentStatusApi(DatasetApiResource): """Resource for batch document status operations.""" + @service_api_ns.doc("update_document_status") + @service_api_ns.doc(description="Batch update document status") + @service_api_ns.doc( + params={ + "dataset_id": "Dataset ID", + "action": "Action to perform: 'enable', 'disable', 'archive', or 'un_archive'", + } + ) + @service_api_ns.doc( + responses={ + 200: "Document status updated successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + 404: "Dataset not found", + 400: "Bad request - invalid action", + } + ) def patch(self, tenant_id, dataset_id, action: Literal["enable", "disable", "archive", "un_archive"]): """ Batch update document status. @@ -407,53 +527,70 @@ class DocumentStatusApi(DatasetApiResource): return {"result": "success"}, 200 +@service_api_ns.route("/datasets/tags") class DatasetTagsApi(DatasetApiResource): + @service_api_ns.doc("list_dataset_tags") + @service_api_ns.doc(description="Get all knowledge type tags") + @service_api_ns.doc( + responses={ + 200: "Tags retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_dataset_token - @marshal_with(tag_fields) + @service_api_ns.marshal_with(build_dataset_tag_fields(service_api_ns)) def get(self, _, dataset_id): """Get all knowledge type tags.""" - tags = TagService.get_tags("knowledge", current_user.current_tenant_id) + assert isinstance(current_user, Account) + cid = current_user.current_tenant_id + assert cid is not None + tags = TagService.get_tags("knowledge", cid) return tags, 200 + @service_api_ns.expect(tag_create_parser) + @service_api_ns.doc("create_dataset_tag") + @service_api_ns.doc(description="Add a knowledge type tag") + @service_api_ns.doc( + responses={ + 200: "Tag created successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + } + ) + @service_api_ns.marshal_with(build_dataset_tag_fields(service_api_ns)) @validate_dataset_token def post(self, _, dataset_id): """Add a knowledge type tag.""" + assert isinstance(current_user, Account) if not (current_user.is_editor or current_user.is_dataset_editor): raise Forbidden() - parser = reqparse.RequestParser() - parser.add_argument( - "name", - nullable=False, - required=True, - help="Name must be between 1 to 50 characters.", - type=DatasetTagsApi._validate_tag_name, - ) - - args = parser.parse_args() + args = tag_create_parser.parse_args() args["type"] = "knowledge" tag = TagService.save_tags(args) response = {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": 0} - return response, 200 + @service_api_ns.expect(tag_update_parser) + @service_api_ns.doc("update_dataset_tag") + @service_api_ns.doc(description="Update a knowledge type tag") + @service_api_ns.doc( + responses={ + 200: "Tag updated successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + } + ) + @service_api_ns.marshal_with(build_dataset_tag_fields(service_api_ns)) @validate_dataset_token def patch(self, _, dataset_id): + assert isinstance(current_user, Account) if not (current_user.is_editor or current_user.is_dataset_editor): raise Forbidden() - parser = reqparse.RequestParser() - parser.add_argument( - "name", - nullable=False, - required=True, - help="Name must be between 1 to 50 characters.", - type=DatasetTagsApi._validate_tag_name, - ) - parser.add_argument("tag_id", nullable=False, required=True, help="Id of a tag.", type=str) - args = parser.parse_args() + args = tag_update_parser.parse_args() args["type"] = "knowledge" tag = TagService.update_tags(args, args.get("tag_id")) @@ -463,80 +600,98 @@ class DatasetTagsApi(DatasetApiResource): return response, 200 + @service_api_ns.expect(tag_delete_parser) + @service_api_ns.doc("delete_dataset_tag") + @service_api_ns.doc(description="Delete a knowledge type tag") + @service_api_ns.doc( + responses={ + 204: "Tag deleted successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + } + ) @validate_dataset_token def delete(self, _, dataset_id): """Delete a knowledge type tag.""" + assert isinstance(current_user, Account) if not current_user.is_editor: raise Forbidden() - parser = reqparse.RequestParser() - parser.add_argument("tag_id", nullable=False, required=True, help="Id of a tag.", type=str) - args = parser.parse_args() + args = tag_delete_parser.parse_args() TagService.delete_tag(args.get("tag_id")) return 204 - @staticmethod - def _validate_tag_name(name): - if not name or len(name) < 1 or len(name) > 50: - raise ValueError("Name must be between 1 to 50 characters.") - return name - +@service_api_ns.route("/datasets/tags/binding") class DatasetTagBindingApi(DatasetApiResource): + @service_api_ns.expect(tag_binding_parser) + @service_api_ns.doc("bind_dataset_tags") + @service_api_ns.doc(description="Bind tags to a dataset") + @service_api_ns.doc( + responses={ + 204: "Tags bound successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + } + ) @validate_dataset_token def post(self, _, dataset_id): # The role of the current user in the ta table must be admin, owner, editor, or dataset_operator + assert isinstance(current_user, Account) if not (current_user.is_editor or current_user.is_dataset_editor): raise Forbidden() - parser = reqparse.RequestParser() - parser.add_argument( - "tag_ids", type=list, nullable=False, required=True, location="json", help="Tag IDs is required." - ) - parser.add_argument( - "target_id", type=str, nullable=False, required=True, location="json", help="Target Dataset ID is required." - ) - - args = parser.parse_args() + args = tag_binding_parser.parse_args() args["type"] = "knowledge" TagService.save_tag_binding(args) return 204 +@service_api_ns.route("/datasets/tags/unbinding") class DatasetTagUnbindingApi(DatasetApiResource): + @service_api_ns.expect(tag_unbinding_parser) + @service_api_ns.doc("unbind_dataset_tag") + @service_api_ns.doc(description="Unbind a tag from a dataset") + @service_api_ns.doc( + responses={ + 204: "Tag unbound successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + } + ) @validate_dataset_token def post(self, _, dataset_id): # The role of the current user in the ta table must be admin, owner, editor, or dataset_operator + assert isinstance(current_user, Account) if not (current_user.is_editor or current_user.is_dataset_editor): raise Forbidden() - parser = reqparse.RequestParser() - parser.add_argument("tag_id", type=str, nullable=False, required=True, help="Tag ID is required.") - parser.add_argument("target_id", type=str, nullable=False, required=True, help="Target ID is required.") - - args = parser.parse_args() + args = tag_unbinding_parser.parse_args() args["type"] = "knowledge" TagService.delete_tag_binding(args) return 204 +@service_api_ns.route("/datasets//tags") class DatasetTagsBindingStatusApi(DatasetApiResource): + @service_api_ns.doc("get_dataset_tags_binding_status") + @service_api_ns.doc(description="Get tags bound to a specific dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Tags retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_dataset_token def get(self, _, *args, **kwargs): """Get all knowledge type tags.""" dataset_id = kwargs.get("dataset_id") + assert isinstance(current_user, Account) + assert current_user.current_tenant_id is not None tags = TagService.get_tags_by_target_id("knowledge", current_user.current_tenant_id, str(dataset_id)) tags_list = [{"id": tag.id, "name": tag.name} for tag in tags] response = {"data": tags_list, "total": len(tags)} return response, 200 - - -api.add_resource(DatasetListApi, "/datasets") -api.add_resource(DatasetApi, "/datasets/") -api.add_resource(DocumentStatusApi, "/datasets//documents/status/") -api.add_resource(DatasetTagsApi, "/datasets/tags") -api.add_resource(DatasetTagBindingApi, "/datasets/tags/binding") -api.add_resource(DatasetTagUnbindingApi, "/datasets/tags/unbinding") -api.add_resource(DatasetTagsBindingStatusApi, "/datasets//tags") diff --git a/api/controllers/service_api/dataset/document.py b/api/controllers/service_api/dataset/document.py index d0354f7851..43232229c8 100644 --- a/api/controllers/service_api/dataset/document.py +++ b/api/controllers/service_api/dataset/document.py @@ -1,7 +1,7 @@ import json from flask import request -from flask_restful import marshal, reqparse +from flask_restx import marshal, reqparse from sqlalchemy import desc, select from werkzeug.exceptions import Forbidden, NotFound @@ -13,7 +13,7 @@ from controllers.common.errors import ( TooManyFilesError, UnsupportedFileTypeError, ) -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import ProviderNotInitializeError from controllers.service_api.dataset.error import ( ArchivedDocumentImmutableError, @@ -34,32 +34,64 @@ from services.dataset_service import DatasetService, DocumentService from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig from services.file_service import FileService +# Define parsers for document operations +document_text_create_parser = reqparse.RequestParser() +document_text_create_parser.add_argument("name", type=str, required=True, nullable=False, location="json") +document_text_create_parser.add_argument("text", type=str, required=True, nullable=False, location="json") +document_text_create_parser.add_argument("process_rule", type=dict, required=False, nullable=True, location="json") +document_text_create_parser.add_argument("original_document_id", type=str, required=False, location="json") +document_text_create_parser.add_argument( + "doc_form", type=str, default="text_model", required=False, nullable=False, location="json" +) +document_text_create_parser.add_argument( + "doc_language", type=str, default="English", required=False, nullable=False, location="json" +) +document_text_create_parser.add_argument( + "indexing_technique", type=str, choices=Dataset.INDEXING_TECHNIQUE_LIST, nullable=False, location="json" +) +document_text_create_parser.add_argument("retrieval_model", type=dict, required=False, nullable=True, location="json") +document_text_create_parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json") +document_text_create_parser.add_argument( + "embedding_model_provider", type=str, required=False, nullable=True, location="json" +) +document_text_update_parser = reqparse.RequestParser() +document_text_update_parser.add_argument("name", type=str, required=False, nullable=True, location="json") +document_text_update_parser.add_argument("text", type=str, required=False, nullable=True, location="json") +document_text_update_parser.add_argument("process_rule", type=dict, required=False, nullable=True, location="json") +document_text_update_parser.add_argument( + "doc_form", type=str, default="text_model", required=False, nullable=False, location="json" +) +document_text_update_parser.add_argument( + "doc_language", type=str, default="English", required=False, nullable=False, location="json" +) +document_text_update_parser.add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json") + + +@service_api_ns.route( + "/datasets//document/create_by_text", + "/datasets//document/create-by-text", +) class DocumentAddByTextApi(DatasetApiResource): """Resource for documents.""" + @service_api_ns.expect(document_text_create_parser) + @service_api_ns.doc("create_document_by_text") + @service_api_ns.doc(description="Create a new document by providing text content") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Document created successfully", + 401: "Unauthorized - invalid API token", + 400: "Bad request - invalid parameters", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_resource_check("documents", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id): """Create document by text.""" - parser = reqparse.RequestParser() - parser.add_argument("name", type=str, required=True, nullable=False, location="json") - parser.add_argument("text", type=str, required=True, nullable=False, location="json") - parser.add_argument("process_rule", type=dict, required=False, nullable=True, location="json") - parser.add_argument("original_document_id", type=str, required=False, location="json") - parser.add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json") - parser.add_argument( - "doc_language", type=str, default="English", required=False, nullable=False, location="json" - ) - parser.add_argument( - "indexing_technique", type=str, choices=Dataset.INDEXING_TECHNIQUE_LIST, nullable=False, location="json" - ) - parser.add_argument("retrieval_model", type=dict, required=False, nullable=True, location="json") - parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json") - parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json") - - args = parser.parse_args() + args = document_text_create_parser.parse_args() dataset_id = str(dataset_id) tenant_id = str(tenant_id) @@ -117,23 +149,29 @@ class DocumentAddByTextApi(DatasetApiResource): return documents_and_batch_fields, 200 +@service_api_ns.route( + "/datasets//documents//update_by_text", + "/datasets//documents//update-by-text", +) class DocumentUpdateByTextApi(DatasetApiResource): """Resource for update documents.""" + @service_api_ns.expect(document_text_update_parser) + @service_api_ns.doc("update_document_by_text") + @service_api_ns.doc(description="Update an existing document by providing text content") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 200: "Document updated successfully", + 401: "Unauthorized - invalid API token", + 404: "Document not found", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id, document_id): """Update document by text.""" - parser = reqparse.RequestParser() - parser.add_argument("name", type=str, required=False, nullable=True, location="json") - parser.add_argument("text", type=str, required=False, nullable=True, location="json") - parser.add_argument("process_rule", type=dict, required=False, nullable=True, location="json") - parser.add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json") - parser.add_argument( - "doc_language", type=str, default="English", required=False, nullable=False, location="json" - ) - parser.add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json") - args = parser.parse_args() + args = document_text_update_parser.parse_args() dataset_id = str(dataset_id) tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() @@ -187,9 +225,23 @@ class DocumentUpdateByTextApi(DatasetApiResource): return documents_and_batch_fields, 200 +@service_api_ns.route( + "/datasets//document/create_by_file", + "/datasets//document/create-by-file", +) class DocumentAddByFileApi(DatasetApiResource): """Resource for documents.""" + @service_api_ns.doc("create_document_by_file") + @service_api_ns.doc(description="Create a new document by uploading a file") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Document created successfully", + 401: "Unauthorized - invalid API token", + 400: "Bad request - invalid file or parameters", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_resource_check("documents", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") @@ -281,9 +333,23 @@ class DocumentAddByFileApi(DatasetApiResource): return documents_and_batch_fields, 200 +@service_api_ns.route( + "/datasets//documents//update_by_file", + "/datasets//documents//update-by-file", +) class DocumentUpdateByFileApi(DatasetApiResource): """Resource for update documents.""" + @service_api_ns.doc("update_document_by_file") + @service_api_ns.doc(description="Update an existing document by uploading a file") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 200: "Document updated successfully", + 401: "Unauthorized - invalid API token", + 404: "Document not found", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id, document_id): @@ -358,7 +424,18 @@ class DocumentUpdateByFileApi(DatasetApiResource): return documents_and_batch_fields, 200 +@service_api_ns.route("/datasets//documents") class DocumentListApi(DatasetApiResource): + @service_api_ns.doc("list_documents") + @service_api_ns.doc(description="List all documents in a dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Documents retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + } + ) def get(self, tenant_id, dataset_id): dataset_id = str(dataset_id) tenant_id = str(tenant_id) @@ -391,7 +468,18 @@ class DocumentListApi(DatasetApiResource): return response +@service_api_ns.route("/datasets//documents//indexing-status") class DocumentIndexingStatusApi(DatasetApiResource): + @service_api_ns.doc("get_document_indexing_status") + @service_api_ns.doc(description="Get indexing status for documents in a batch") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "batch": "Batch ID"}) + @service_api_ns.doc( + responses={ + 200: "Indexing status retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset or documents not found", + } + ) def get(self, tenant_id, dataset_id, batch): dataset_id = str(dataset_id) batch = str(batch) @@ -440,9 +528,21 @@ class DocumentIndexingStatusApi(DatasetApiResource): return data +@service_api_ns.route("/datasets//documents/") class DocumentApi(DatasetApiResource): METADATA_CHOICES = {"all", "only", "without"} + @service_api_ns.doc("get_document") + @service_api_ns.doc(description="Get a specific document by ID") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 200: "Document retrieved successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - insufficient permissions", + 404: "Document not found", + } + ) def get(self, tenant_id, dataset_id, document_id): dataset_id = str(dataset_id) document_id = str(document_id) @@ -534,6 +634,17 @@ class DocumentApi(DatasetApiResource): return response + @service_api_ns.doc("delete_document") + @service_api_ns.doc(description="Delete a document") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 204: "Document deleted successfully", + 401: "Unauthorized - invalid API token", + 403: "Forbidden - document is archived", + 404: "Document not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def delete(self, tenant_id, dataset_id, document_id): """Delete document.""" @@ -564,28 +675,3 @@ class DocumentApi(DatasetApiResource): raise DocumentIndexingError("Cannot delete document during indexing.") return 204 - - -api.add_resource( - DocumentAddByTextApi, - "/datasets//document/create_by_text", - "/datasets//document/create-by-text", -) -api.add_resource( - DocumentAddByFileApi, - "/datasets//document/create_by_file", - "/datasets//document/create-by-file", -) -api.add_resource( - DocumentUpdateByTextApi, - "/datasets//documents//update_by_text", - "/datasets//documents//update-by-text", -) -api.add_resource( - DocumentUpdateByFileApi, - "/datasets//documents//update_by_file", - "/datasets//documents//update-by-file", -) -api.add_resource(DocumentApi, "/datasets//documents/") -api.add_resource(DocumentListApi, "/datasets//documents") -api.add_resource(DocumentIndexingStatusApi, "/datasets//documents//indexing-status") diff --git a/api/controllers/service_api/dataset/hit_testing.py b/api/controllers/service_api/dataset/hit_testing.py index 52e9bca5da..d81287d56f 100644 --- a/api/controllers/service_api/dataset/hit_testing.py +++ b/api/controllers/service_api/dataset/hit_testing.py @@ -1,11 +1,26 @@ from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_rate_limit_check +@service_api_ns.route("/datasets//hit-testing", "/datasets//retrieve") class HitTestingApi(DatasetApiResource, DatasetsHitTestingBase): + @service_api_ns.doc("dataset_hit_testing") + @service_api_ns.doc(description="Perform hit testing on a dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Hit testing results", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id): + """Perform hit testing on a dataset. + + Tests retrieval performance for the specified dataset. + """ dataset_id_str = str(dataset_id) dataset = self.get_and_validate_dataset(dataset_id_str) @@ -13,6 +28,3 @@ class HitTestingApi(DatasetApiResource, DatasetsHitTestingBase): self.hit_testing_args_check(args) return self.perform_hit_testing(dataset, args) - - -api.add_resource(HitTestingApi, "/datasets//hit-testing", "/datasets//retrieve") diff --git a/api/controllers/service_api/dataset/metadata.py b/api/controllers/service_api/dataset/metadata.py index 75a0b18285..9defe6af03 100644 --- a/api/controllers/service_api/dataset/metadata.py +++ b/api/controllers/service_api/dataset/metadata.py @@ -1,10 +1,10 @@ from typing import Literal from flask_login import current_user # type: ignore -from flask_restful import marshal, reqparse +from flask_restx import marshal, reqparse from werkzeug.exceptions import NotFound -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_rate_limit_check from fields.dataset_fields import dataset_metadata_fields from services.dataset_service import DatasetService @@ -14,14 +14,43 @@ from services.entities.knowledge_entities.knowledge_entities import ( ) from services.metadata_service import MetadataService +# Define parsers for metadata APIs +metadata_create_parser = reqparse.RequestParser() +metadata_create_parser.add_argument( + "type", type=str, required=True, nullable=False, location="json", help="Metadata type" +) +metadata_create_parser.add_argument( + "name", type=str, required=True, nullable=False, location="json", help="Metadata name" +) +metadata_update_parser = reqparse.RequestParser() +metadata_update_parser.add_argument( + "name", type=str, required=True, nullable=False, location="json", help="New metadata name" +) + +document_metadata_parser = reqparse.RequestParser() +document_metadata_parser.add_argument( + "operation_data", type=list, required=True, nullable=False, location="json", help="Metadata operation data" +) + + +@service_api_ns.route("/datasets//metadata") class DatasetMetadataCreateServiceApi(DatasetApiResource): + @service_api_ns.expect(metadata_create_parser) + @service_api_ns.doc("create_dataset_metadata") + @service_api_ns.doc(description="Create metadata for a dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 201: "Metadata created successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id): - parser = reqparse.RequestParser() - parser.add_argument("type", type=str, required=True, nullable=False, location="json") - parser.add_argument("name", type=str, required=True, nullable=False, location="json") - args = parser.parse_args() + """Create metadata for a dataset.""" + args = metadata_create_parser.parse_args() metadata_args = MetadataArgs(**args) dataset_id_str = str(dataset_id) @@ -33,7 +62,18 @@ class DatasetMetadataCreateServiceApi(DatasetApiResource): metadata = MetadataService.create_metadata(dataset_id_str, metadata_args) return marshal(metadata, dataset_metadata_fields), 201 + @service_api_ns.doc("get_dataset_metadata") + @service_api_ns.doc(description="Get all metadata for a dataset") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Metadata retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + } + ) def get(self, tenant_id, dataset_id): + """Get all metadata for a dataset.""" dataset_id_str = str(dataset_id) dataset = DatasetService.get_dataset(dataset_id_str) if dataset is None: @@ -41,12 +81,23 @@ class DatasetMetadataCreateServiceApi(DatasetApiResource): return MetadataService.get_dataset_metadatas(dataset), 200 +@service_api_ns.route("/datasets//metadata/") class DatasetMetadataServiceApi(DatasetApiResource): + @service_api_ns.expect(metadata_update_parser) + @service_api_ns.doc("update_dataset_metadata") + @service_api_ns.doc(description="Update metadata name") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "metadata_id": "Metadata ID"}) + @service_api_ns.doc( + responses={ + 200: "Metadata updated successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset or metadata not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def patch(self, tenant_id, dataset_id, metadata_id): - parser = reqparse.RequestParser() - parser.add_argument("name", type=str, required=True, nullable=False, location="json") - args = parser.parse_args() + """Update metadata name.""" + args = metadata_update_parser.parse_args() dataset_id_str = str(dataset_id) metadata_id_str = str(metadata_id) @@ -58,8 +109,19 @@ class DatasetMetadataServiceApi(DatasetApiResource): metadata = MetadataService.update_metadata_name(dataset_id_str, metadata_id_str, args.get("name")) return marshal(metadata, dataset_metadata_fields), 200 + @service_api_ns.doc("delete_dataset_metadata") + @service_api_ns.doc(description="Delete metadata") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "metadata_id": "Metadata ID"}) + @service_api_ns.doc( + responses={ + 204: "Metadata deleted successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset or metadata not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def delete(self, tenant_id, dataset_id, metadata_id): + """Delete metadata.""" dataset_id_str = str(dataset_id) metadata_id_str = str(metadata_id) dataset = DatasetService.get_dataset(dataset_id_str) @@ -71,15 +133,37 @@ class DatasetMetadataServiceApi(DatasetApiResource): return 204 +@service_api_ns.route("/datasets/metadata/built-in") class DatasetMetadataBuiltInFieldServiceApi(DatasetApiResource): + @service_api_ns.doc("get_built_in_fields") + @service_api_ns.doc(description="Get all built-in metadata fields") + @service_api_ns.doc( + responses={ + 200: "Built-in fields retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) def get(self, tenant_id): + """Get all built-in metadata fields.""" built_in_fields = MetadataService.get_built_in_fields() return {"fields": built_in_fields}, 200 +@service_api_ns.route("/datasets//metadata/built-in/") class DatasetMetadataBuiltInFieldActionServiceApi(DatasetApiResource): + @service_api_ns.doc("toggle_built_in_field") + @service_api_ns.doc(description="Enable or disable built-in metadata field") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "action": "Action to perform: 'enable' or 'disable'"}) + @service_api_ns.doc( + responses={ + 200: "Action completed successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id, action: Literal["enable", "disable"]): + """Enable or disable built-in metadata field.""" dataset_id_str = str(dataset_id) dataset = DatasetService.get_dataset(dataset_id_str) if dataset is None: @@ -93,29 +177,31 @@ class DatasetMetadataBuiltInFieldActionServiceApi(DatasetApiResource): return 200 +@service_api_ns.route("/datasets//documents/metadata") class DocumentMetadataEditServiceApi(DatasetApiResource): + @service_api_ns.expect(document_metadata_parser) + @service_api_ns.doc("update_documents_metadata") + @service_api_ns.doc(description="Update metadata for multiple documents") + @service_api_ns.doc(params={"dataset_id": "Dataset ID"}) + @service_api_ns.doc( + responses={ + 200: "Documents metadata updated successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") def post(self, tenant_id, dataset_id): + """Update metadata for multiple documents.""" dataset_id_str = str(dataset_id) dataset = DatasetService.get_dataset(dataset_id_str) if dataset is None: raise NotFound("Dataset not found.") DatasetService.check_dataset_permission(dataset, current_user) - parser = reqparse.RequestParser() - parser.add_argument("operation_data", type=list, required=True, nullable=False, location="json") - args = parser.parse_args() + args = document_metadata_parser.parse_args() metadata_args = MetadataOperationData(**args) MetadataService.update_documents_metadata(dataset, metadata_args) return 200 - - -api.add_resource(DatasetMetadataCreateServiceApi, "/datasets//metadata") -api.add_resource(DatasetMetadataServiceApi, "/datasets//metadata/") -api.add_resource(DatasetMetadataBuiltInFieldServiceApi, "/datasets/metadata/built-in") -api.add_resource( - DatasetMetadataBuiltInFieldActionServiceApi, "/datasets//metadata/built-in/" -) -api.add_resource(DocumentMetadataEditServiceApi, "/datasets//documents/metadata") diff --git a/api/controllers/service_api/dataset/segment.py b/api/controllers/service_api/dataset/segment.py index 31f862dc8f..f5e2010ca4 100644 --- a/api/controllers/service_api/dataset/segment.py +++ b/api/controllers/service_api/dataset/segment.py @@ -1,9 +1,9 @@ from flask import request from flask_login import current_user -from flask_restful import marshal, reqparse +from flask_restx import marshal, reqparse from werkzeug.exceptions import NotFound -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.app.error import ProviderNotInitializeError from controllers.service_api.wraps import ( DatasetApiResource, @@ -19,34 +19,59 @@ from fields.segment_fields import child_chunk_fields, segment_fields from models.dataset import Dataset from services.dataset_service import DatasetService, DocumentService, SegmentService from services.entities.knowledge_entities.knowledge_entities import SegmentUpdateArgs -from services.errors.chunk import ( - ChildChunkDeleteIndexError, - ChildChunkIndexingError, -) -from services.errors.chunk import ( - ChildChunkDeleteIndexError as ChildChunkDeleteIndexServiceError, -) -from services.errors.chunk import ( - ChildChunkIndexingError as ChildChunkIndexingServiceError, -) +from services.errors.chunk import ChildChunkDeleteIndexError, ChildChunkIndexingError +from services.errors.chunk import ChildChunkDeleteIndexError as ChildChunkDeleteIndexServiceError +from services.errors.chunk import ChildChunkIndexingError as ChildChunkIndexingServiceError + +# Define parsers for segment operations +segment_create_parser = reqparse.RequestParser() +segment_create_parser.add_argument("segments", type=list, required=False, nullable=True, location="json") + +segment_list_parser = reqparse.RequestParser() +segment_list_parser.add_argument("status", type=str, action="append", default=[], location="args") +segment_list_parser.add_argument("keyword", type=str, default=None, location="args") + +segment_update_parser = reqparse.RequestParser() +segment_update_parser.add_argument("segment", type=dict, required=False, nullable=True, location="json") + +child_chunk_create_parser = reqparse.RequestParser() +child_chunk_create_parser.add_argument("content", type=str, required=True, nullable=False, location="json") + +child_chunk_list_parser = reqparse.RequestParser() +child_chunk_list_parser.add_argument("limit", type=int, default=20, location="args") +child_chunk_list_parser.add_argument("keyword", type=str, default=None, location="args") +child_chunk_list_parser.add_argument("page", type=int, default=1, location="args") + +child_chunk_update_parser = reqparse.RequestParser() +child_chunk_update_parser.add_argument("content", type=str, required=True, nullable=False, location="json") +@service_api_ns.route("/datasets//documents//segments") class SegmentApi(DatasetApiResource): """Resource for segments.""" + @service_api_ns.expect(segment_create_parser) + @service_api_ns.doc("create_segments") + @service_api_ns.doc(description="Create segments in a document") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 200: "Segments created successfully", + 400: "Bad request - segments data is missing", + 401: "Unauthorized - invalid API token", + 404: "Dataset or document not found", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_knowledge_limit_check("add_segment", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") - def post(self, tenant_id, dataset_id, document_id): + def post(self, tenant_id: str, dataset_id: str, document_id: str): """Create single segment.""" # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check document - document_id = str(document_id) document = DocumentService.get_document(dataset.id, document_id) if not document: raise NotFound("Document not found.") @@ -71,9 +96,7 @@ class SegmentApi(DatasetApiResource): except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) # validate args - parser = reqparse.RequestParser() - parser.add_argument("segments", type=list, required=False, nullable=True, location="json") - args = parser.parse_args() + args = segment_create_parser.parse_args() if args["segments"] is not None: for args_item in args["segments"]: SegmentService.segment_create_args_validate(args_item, document) @@ -82,18 +105,26 @@ class SegmentApi(DatasetApiResource): else: return {"error": "Segments is required"}, 400 - def get(self, tenant_id, dataset_id, document_id): + @service_api_ns.expect(segment_list_parser) + @service_api_ns.doc("list_segments") + @service_api_ns.doc(description="List segments in a document") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 200: "Segments retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset or document not found", + } + ) + def get(self, tenant_id: str, dataset_id: str, document_id: str): """Get segments.""" # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) page = request.args.get("page", default=1, type=int) limit = request.args.get("limit", default=20, type=int) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check document - document_id = str(document_id) document = DocumentService.get_document(dataset.id, document_id) if not document: raise NotFound("Document not found.") @@ -114,10 +145,7 @@ class SegmentApi(DatasetApiResource): except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) - parser = reqparse.RequestParser() - parser.add_argument("status", type=str, action="append", default=[], location="args") - parser.add_argument("keyword", type=str, default=None, location="args") - args = parser.parse_args() + args = segment_list_parser.parse_args() segments, total = SegmentService.get_segments( document_id=document_id, @@ -140,43 +168,62 @@ class SegmentApi(DatasetApiResource): return response, 200 +@service_api_ns.route("/datasets//documents//segments/") class DatasetSegmentApi(DatasetApiResource): + @service_api_ns.doc("delete_segment") + @service_api_ns.doc(description="Delete a specific segment") + @service_api_ns.doc( + params={"dataset_id": "Dataset ID", "document_id": "Document ID", "segment_id": "Segment ID to delete"} + ) + @service_api_ns.doc( + responses={ + 204: "Segment deleted successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, or segment not found", + } + ) @cloud_edition_billing_rate_limit_check("knowledge", "dataset") - def delete(self, tenant_id, dataset_id, document_id, segment_id): + def delete(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str): # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check user's model setting DatasetService.check_dataset_model_setting(dataset) # check document - document_id = str(document_id) document = DocumentService.get_document(dataset_id, document_id) if not document: raise NotFound("Document not found.") # check segment - segment_id = str(segment_id) segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id) if not segment: raise NotFound("Segment not found.") SegmentService.delete_segment(segment, document, dataset) return 204 + @service_api_ns.expect(segment_update_parser) + @service_api_ns.doc("update_segment") + @service_api_ns.doc(description="Update a specific segment") + @service_api_ns.doc( + params={"dataset_id": "Dataset ID", "document_id": "Document ID", "segment_id": "Segment ID to update"} + ) + @service_api_ns.doc( + responses={ + 200: "Segment updated successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, or segment not found", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") - def post(self, tenant_id, dataset_id, document_id, segment_id): + def post(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str): # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check user's model setting DatasetService.check_dataset_model_setting(dataset) # check document - document_id = str(document_id) document = DocumentService.get_document(dataset_id, document_id) if not document: raise NotFound("Document not found.") @@ -197,37 +244,39 @@ class DatasetSegmentApi(DatasetApiResource): except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) # check segment - segment_id = str(segment_id) segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id) if not segment: raise NotFound("Segment not found.") # validate args - parser = reqparse.RequestParser() - parser.add_argument("segment", type=dict, required=False, nullable=True, location="json") - args = parser.parse_args() + args = segment_update_parser.parse_args() updated_segment = SegmentService.update_segment( SegmentUpdateArgs(**args["segment"]), segment, document, dataset ) return {"data": marshal(updated_segment, segment_fields), "doc_form": document.doc_form}, 200 - def get(self, tenant_id, dataset_id, document_id, segment_id): + @service_api_ns.doc("get_segment") + @service_api_ns.doc(description="Get a specific segment by ID") + @service_api_ns.doc( + responses={ + 200: "Segment retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, or segment not found", + } + ) + def get(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str): # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check user's model setting DatasetService.check_dataset_model_setting(dataset) # check document - document_id = str(document_id) document = DocumentService.get_document(dataset_id, document_id) if not document: raise NotFound("Document not found.") # check segment - segment_id = str(segment_id) segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id) if not segment: raise NotFound("Segment not found.") @@ -235,29 +284,41 @@ class DatasetSegmentApi(DatasetApiResource): return {"data": marshal(segment, segment_fields), "doc_form": document.doc_form}, 200 +@service_api_ns.route( + "/datasets//documents//segments//child_chunks" +) class ChildChunkApi(DatasetApiResource): """Resource for child chunks.""" + @service_api_ns.expect(child_chunk_create_parser) + @service_api_ns.doc("create_child_chunk") + @service_api_ns.doc(description="Create a new child chunk for a segment") + @service_api_ns.doc( + params={"dataset_id": "Dataset ID", "document_id": "Document ID", "segment_id": "Parent segment ID"} + ) + @service_api_ns.doc( + responses={ + 200: "Child chunk created successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, or segment not found", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_knowledge_limit_check("add_segment", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") - def post(self, tenant_id, dataset_id, document_id, segment_id): + def post(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str): """Create child chunk.""" # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check document - document_id = str(document_id) document = DocumentService.get_document(dataset.id, document_id) if not document: raise NotFound("Document not found.") # check segment - segment_id = str(segment_id) segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id) if not segment: raise NotFound("Segment not found.") @@ -280,43 +341,46 @@ class ChildChunkApi(DatasetApiResource): raise ProviderNotInitializeError(ex.description) # validate args - parser = reqparse.RequestParser() - parser.add_argument("content", type=str, required=True, nullable=False, location="json") - args = parser.parse_args() + args = child_chunk_create_parser.parse_args() try: - child_chunk = SegmentService.create_child_chunk(args.get("content"), segment, document, dataset) + child_chunk = SegmentService.create_child_chunk(args["content"], segment, document, dataset) except ChildChunkIndexingServiceError as e: raise ChildChunkIndexingError(str(e)) return {"data": marshal(child_chunk, child_chunk_fields)}, 200 - def get(self, tenant_id, dataset_id, document_id, segment_id): + @service_api_ns.expect(child_chunk_list_parser) + @service_api_ns.doc("list_child_chunks") + @service_api_ns.doc(description="List child chunks for a segment") + @service_api_ns.doc( + params={"dataset_id": "Dataset ID", "document_id": "Document ID", "segment_id": "Parent segment ID"} + ) + @service_api_ns.doc( + responses={ + 200: "Child chunks retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, or segment not found", + } + ) + def get(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str): """Get child chunks.""" # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check document - document_id = str(document_id) document = DocumentService.get_document(dataset.id, document_id) if not document: raise NotFound("Document not found.") # check segment - segment_id = str(segment_id) segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id) if not segment: raise NotFound("Segment not found.") - parser = reqparse.RequestParser() - parser.add_argument("limit", type=int, default=20, location="args") - parser.add_argument("keyword", type=str, default=None, location="args") - parser.add_argument("page", type=int, default=1, location="args") - args = parser.parse_args() + args = child_chunk_list_parser.parse_args() page = args["page"] limit = min(args["limit"], 100) @@ -333,40 +397,63 @@ class ChildChunkApi(DatasetApiResource): }, 200 +@service_api_ns.route( + "/datasets//documents//segments//child_chunks/" +) class DatasetChildChunkApi(DatasetApiResource): """Resource for updating child chunks.""" + @service_api_ns.doc("delete_child_chunk") + @service_api_ns.doc(description="Delete a specific child chunk") + @service_api_ns.doc( + params={ + "dataset_id": "Dataset ID", + "document_id": "Document ID", + "segment_id": "Parent segment ID", + "child_chunk_id": "Child chunk ID to delete", + } + ) + @service_api_ns.doc( + responses={ + 204: "Child chunk deleted successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, segment, or child chunk not found", + } + ) @cloud_edition_billing_knowledge_limit_check("add_segment", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") - def delete(self, tenant_id, dataset_id, document_id, segment_id, child_chunk_id): + def delete(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str, child_chunk_id: str): """Delete child chunk.""" # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") # check document - document_id = str(document_id) document = DocumentService.get_document(dataset.id, document_id) if not document: raise NotFound("Document not found.") # check segment - segment_id = str(segment_id) segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id) if not segment: raise NotFound("Segment not found.") + # validate segment belongs to the specified document + if segment.document_id != document_id: + raise NotFound("Document not found.") + # check child chunk - child_chunk_id = str(child_chunk_id) child_chunk = SegmentService.get_child_chunk_by_id( child_chunk_id=child_chunk_id, tenant_id=current_user.current_tenant_id ) if not child_chunk: raise NotFound("Child chunk not found.") + # validate child chunk belongs to the specified segment + if child_chunk.segment_id != segment.id: + raise NotFound("Child chunk not found.") + try: SegmentService.delete_child_chunk(child_chunk, dataset) except ChildChunkDeleteIndexServiceError as e: @@ -374,14 +461,30 @@ class DatasetChildChunkApi(DatasetApiResource): return 204 + @service_api_ns.expect(child_chunk_update_parser) + @service_api_ns.doc("update_child_chunk") + @service_api_ns.doc(description="Update a specific child chunk") + @service_api_ns.doc( + params={ + "dataset_id": "Dataset ID", + "document_id": "Document ID", + "segment_id": "Parent segment ID", + "child_chunk_id": "Child chunk ID to update", + } + ) + @service_api_ns.doc( + responses={ + 200: "Child chunk updated successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, segment, or child chunk not found", + } + ) @cloud_edition_billing_resource_check("vector_space", "dataset") @cloud_edition_billing_knowledge_limit_check("add_segment", "dataset") @cloud_edition_billing_rate_limit_check("knowledge", "dataset") - def patch(self, tenant_id, dataset_id, document_id, segment_id, child_chunk_id): + def patch(self, tenant_id: str, dataset_id: str, document_id: str, segment_id: str, child_chunk_id: str): """Update child chunk.""" # check dataset - dataset_id = str(dataset_id) - tenant_id = str(tenant_id) dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() if not dataset: raise NotFound("Dataset not found.") @@ -396,6 +499,10 @@ class DatasetChildChunkApi(DatasetApiResource): if not segment: raise NotFound("Segment not found.") + # validate segment belongs to the specified document + if segment.document_id != document_id: + raise NotFound("Segment not found.") + # get child chunk child_chunk = SegmentService.get_child_chunk_by_id( child_chunk_id=child_chunk_id, tenant_id=current_user.current_tenant_id @@ -403,29 +510,16 @@ class DatasetChildChunkApi(DatasetApiResource): if not child_chunk: raise NotFound("Child chunk not found.") + # validate child chunk belongs to the specified segment + if child_chunk.segment_id != segment.id: + raise NotFound("Child chunk not found.") + # validate args - parser = reqparse.RequestParser() - parser.add_argument("content", type=str, required=True, nullable=False, location="json") - args = parser.parse_args() + args = child_chunk_update_parser.parse_args() try: - child_chunk = SegmentService.update_child_chunk( - args.get("content"), child_chunk, segment, document, dataset - ) + child_chunk = SegmentService.update_child_chunk(args["content"], child_chunk, segment, document, dataset) except ChildChunkIndexingServiceError as e: raise ChildChunkIndexingError(str(e)) return {"data": marshal(child_chunk, child_chunk_fields)}, 200 - - -api.add_resource(SegmentApi, "/datasets//documents//segments") -api.add_resource( - DatasetSegmentApi, "/datasets//documents//segments/" -) -api.add_resource( - ChildChunkApi, "/datasets//documents//segments//child_chunks" -) -api.add_resource( - DatasetChildChunkApi, - "/datasets//documents//segments//child_chunks/", -) diff --git a/api/controllers/service_api/dataset/upload_file.py b/api/controllers/service_api/dataset/upload_file.py index 3b4721b5b0..27b36a6402 100644 --- a/api/controllers/service_api/dataset/upload_file.py +++ b/api/controllers/service_api/dataset/upload_file.py @@ -1,6 +1,6 @@ from werkzeug.exceptions import NotFound -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.wraps import ( DatasetApiResource, ) @@ -11,9 +11,23 @@ from models.model import UploadFile from services.dataset_service import DocumentService +@service_api_ns.route("/datasets//documents//upload-file") class UploadFileApi(DatasetApiResource): + @service_api_ns.doc("get_upload_file") + @service_api_ns.doc(description="Get upload file information and download URL") + @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"}) + @service_api_ns.doc( + responses={ + 200: "Upload file information retrieved successfully", + 401: "Unauthorized - invalid API token", + 404: "Dataset, document, or upload file not found", + } + ) def get(self, tenant_id, dataset_id, document_id): - """Get upload file.""" + """Get upload file information and download URL. + + Returns information about an uploaded file including its download URL. + """ # check dataset dataset_id = str(dataset_id) tenant_id = str(tenant_id) @@ -49,6 +63,3 @@ class UploadFileApi(DatasetApiResource): "created_by": upload_file.created_by, "created_at": upload_file.created_at.timestamp(), }, 200 - - -api.add_resource(UploadFileApi, "/datasets//documents//upload-file") diff --git a/api/controllers/service_api/index.py b/api/controllers/service_api/index.py index 9bb5df4c4e..a9d2d6fadc 100644 --- a/api/controllers/service_api/index.py +++ b/api/controllers/service_api/index.py @@ -1,9 +1,10 @@ -from flask_restful import Resource +from flask_restx import Resource from configs import dify_config -from controllers.service_api import api +from controllers.service_api import service_api_ns +@service_api_ns.route("/") class IndexApi(Resource): def get(self): return { @@ -11,6 +12,3 @@ class IndexApi(Resource): "api_version": "v1", "server_version": dify_config.project.version, } - - -api.add_resource(IndexApi, "/") diff --git a/api/controllers/service_api/workspace/models.py b/api/controllers/service_api/workspace/models.py index 3f18474674..536cf81a2f 100644 --- a/api/controllers/service_api/workspace/models.py +++ b/api/controllers/service_api/workspace/models.py @@ -1,21 +1,32 @@ from flask_login import current_user -from flask_restful import Resource +from flask_restx import Resource -from controllers.service_api import api +from controllers.service_api import service_api_ns from controllers.service_api.wraps import validate_dataset_token from core.model_runtime.utils.encoders import jsonable_encoder from services.model_provider_service import ModelProviderService +@service_api_ns.route("/workspaces/current/models/model-types/") class ModelProviderAvailableModelApi(Resource): + @service_api_ns.doc("get_available_models") + @service_api_ns.doc(description="Get available models by model type") + @service_api_ns.doc(params={"model_type": "Type of model to retrieve"}) + @service_api_ns.doc( + responses={ + 200: "Models retrieved successfully", + 401: "Unauthorized - invalid API token", + } + ) @validate_dataset_token def get(self, _, model_type): + """Get available models by model type. + + Returns a list of available models for the specified model type. + """ tenant_id = current_user.current_tenant_id model_provider_service = ModelProviderService() models = model_provider_service.get_models_by_model_type(tenant_id=tenant_id, model_type=model_type) return jsonable_encoder({"data": models}) - - -api.add_resource(ModelProviderAvailableModelApi, "/workspaces/current/models/model-types/") diff --git a/api/controllers/service_api/wraps.py b/api/controllers/service_api/wraps.py index da81cc8bc3..8aac3de4c3 100644 --- a/api/controllers/service_api/wraps.py +++ b/api/controllers/service_api/wraps.py @@ -7,7 +7,7 @@ from typing import Optional from flask import current_app, request from flask_login import user_logged_in # type: ignore -from flask_restful import Resource +from flask_restx import Resource from pydantic import BaseModel from sqlalchemy import select, update from sqlalchemy.orm import Session diff --git a/api/controllers/web/app.py b/api/controllers/web/app.py index 197859e8f3..6e6c39a9c2 100644 --- a/api/controllers/web/app.py +++ b/api/controllers/web/app.py @@ -1,5 +1,7 @@ +import logging + from flask import request -from flask_restful import Resource, marshal_with, reqparse +from flask_restx import Resource, marshal_with, reqparse from werkzeug.exceptions import Unauthorized from controllers.common import fields @@ -14,6 +16,8 @@ from services.enterprise.enterprise_service import EnterpriseService from services.feature_service import FeatureService from services.webapp_auth_service import WebAppAuthService +logger = logging.getLogger(__name__) + class AppParameterApi(WebApiResource): """Resource for app variables.""" @@ -87,8 +91,11 @@ class AppWebAuthPermission(Resource): decoded = PassportService().verify(tk) user_id = decoded.get("user_id", "visitor") - except Exception as e: - pass + except Unauthorized: + raise + except Exception: + logger.exception("Unexpected error during auth verification") + raise features = FeatureService.get_system_features() if not features.webapp_auth.enabled: diff --git a/api/controllers/web/audio.py b/api/controllers/web/audio.py index 2919ca9af4..7b7dabcc1d 100644 --- a/api/controllers/web/audio.py +++ b/api/controllers/web/audio.py @@ -28,6 +28,8 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + class AudioApi(WebApiResource): def post(self, app_model: App, end_user): @@ -38,7 +40,7 @@ class AudioApi(WebApiResource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -59,13 +61,13 @@ class AudioApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to AudioApi") + logger.exception("Failed to handle post request to AudioApi") raise InternalServerError() class TextApi(WebApiResource): def post(self, app_model: App, end_user): - from flask_restful import reqparse + from flask_restx import reqparse try: parser = reqparse.RequestParser() @@ -84,7 +86,7 @@ class TextApi(WebApiResource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -105,7 +107,7 @@ class TextApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to TextApi") + logger.exception("Failed to handle post request to TextApi") raise InternalServerError() diff --git a/api/controllers/web/completion.py b/api/controllers/web/completion.py index fd3b9aa804..3947411c05 100644 --- a/api/controllers/web/completion.py +++ b/api/controllers/web/completion.py @@ -1,6 +1,6 @@ import logging -from flask_restful import reqparse +from flask_restx import reqparse from werkzeug.exceptions import InternalServerError, NotFound import services @@ -31,6 +31,8 @@ from models.model import AppMode from services.app_generate_service import AppGenerateService from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + # define completion api for user class CompletionApi(WebApiResource): @@ -61,7 +63,7 @@ class CompletionApi(WebApiResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -74,7 +76,7 @@ class CompletionApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -119,7 +121,7 @@ class ChatApi(WebApiResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -134,7 +136,7 @@ class ChatApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/web/conversation.py b/api/controllers/web/conversation.py index 98cea3974f..cea8e442f3 100644 --- a/api/controllers/web/conversation.py +++ b/api/controllers/web/conversation.py @@ -1,5 +1,5 @@ -from flask_restful import marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import marshal_with, reqparse +from flask_restx.inputs import int_range from sqlalchemy.orm import Session from werkzeug.exceptions import NotFound diff --git a/api/controllers/web/feature.py b/api/controllers/web/feature.py index 0563ed2238..478b3d2e31 100644 --- a/api/controllers/web/feature.py +++ b/api/controllers/web/feature.py @@ -1,4 +1,4 @@ -from flask_restful import Resource +from flask_restx import Resource from controllers.web import api from services.feature_service import FeatureService diff --git a/api/controllers/web/files.py b/api/controllers/web/files.py index 0c30435825..b05e2a2e65 100644 --- a/api/controllers/web/files.py +++ b/api/controllers/web/files.py @@ -1,5 +1,5 @@ from flask import request -from flask_restful import marshal_with +from flask_restx import marshal_with import services from controllers.common.errors import ( diff --git a/api/controllers/web/forgot_password.py b/api/controllers/web/forgot_password.py index 0da8d65efc..b596d969a9 100644 --- a/api/controllers/web/forgot_password.py +++ b/api/controllers/web/forgot_password.py @@ -2,18 +2,19 @@ import base64 import secrets from flask import request -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from sqlalchemy import select from sqlalchemy.orm import Session from controllers.console.auth.error import ( + AuthenticationFailedError, EmailCodeError, EmailPasswordResetLimitError, InvalidEmailError, InvalidTokenError, PasswordMismatchError, ) -from controllers.console.error import AccountNotFound, EmailSendIpLimitError +from controllers.console.error import EmailSendIpLimitError from controllers.console.wraps import email_password_login_enabled, only_edition_enterprise, setup_required from controllers.web import api from extensions.ext_database import db @@ -46,7 +47,7 @@ class ForgotPasswordSendEmailApi(Resource): account = session.execute(select(Account).filter_by(email=args["email"])).scalar_one_or_none() token = None if account is None: - raise AccountNotFound() + raise AuthenticationFailedError() else: token = AccountService.send_reset_password_email(account=account, email=args["email"], language=language) @@ -131,7 +132,7 @@ class ForgotPasswordResetApi(Resource): if account: self._update_existing_account(account, password_hashed, salt, session) else: - raise AccountNotFound() + raise AuthenticationFailedError() return {"result": "success"} diff --git a/api/controllers/web/login.py b/api/controllers/web/login.py index 01c4f4a262..4f6ff5c1a4 100644 --- a/api/controllers/web/login.py +++ b/api/controllers/web/login.py @@ -1,9 +1,13 @@ -from flask_restful import Resource, reqparse +from flask_restx import Resource, reqparse from jwt import InvalidTokenError # type: ignore import services -from controllers.console.auth.error import EmailCodeError, EmailOrPasswordMismatchError, InvalidEmailError -from controllers.console.error import AccountBannedError, AccountNotFound +from controllers.console.auth.error import ( + AuthenticationFailedError, + EmailCodeError, + InvalidEmailError, +) +from controllers.console.error import AccountBannedError from controllers.console.wraps import only_edition_enterprise, setup_required from controllers.web import api from libs.helper import email @@ -29,9 +33,9 @@ class LoginApi(Resource): except services.errors.account.AccountLoginError: raise AccountBannedError() except services.errors.account.AccountPasswordError: - raise EmailOrPasswordMismatchError() + raise AuthenticationFailedError() except services.errors.account.AccountNotFoundError: - raise AccountNotFound() + raise AuthenticationFailedError() token = WebAppAuthService.login(account=account) return {"result": "success", "data": {"access_token": token}} @@ -63,7 +67,7 @@ class EmailCodeLoginSendEmailApi(Resource): account = WebAppAuthService.get_user_through_email(args["email"]) if account is None: - raise AccountNotFound() + raise AuthenticationFailedError() else: token = WebAppAuthService.send_email_code_login_email(account=account, language=language) @@ -95,7 +99,7 @@ class EmailCodeLoginApi(Resource): WebAppAuthService.revoke_email_code_login_token(args["token"]) account = WebAppAuthService.get_user_through_email(user_email) if not account: - raise AccountNotFound() + raise AuthenticationFailedError() token = WebAppAuthService.login(account=account) AccountService.reset_login_error_rate_limit(args["email"]) diff --git a/api/controllers/web/message.py b/api/controllers/web/message.py index 7bb81cd0d3..a6856b7e0c 100644 --- a/api/controllers/web/message.py +++ b/api/controllers/web/message.py @@ -1,7 +1,7 @@ import logging -from flask_restful import fields, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import fields, marshal_with, reqparse +from flask_restx.inputs import int_range from werkzeug.exceptions import InternalServerError, NotFound from controllers.web import api @@ -35,6 +35,8 @@ from services.errors.message import ( ) from services.message_service import MessageService +logger = logging.getLogger(__name__) + class MessageListApi(WebApiResource): message_fields = { @@ -145,7 +147,7 @@ class MessageMoreLikeThisApi(WebApiResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -176,7 +178,7 @@ class MessageSuggestedQuestionApi(WebApiResource): except InvokeError as e: raise CompletionRequestError(e.description) except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"data": questions} diff --git a/api/controllers/web/passport.py b/api/controllers/web/passport.py index acd3a8b539..1ac20e6531 100644 --- a/api/controllers/web/passport.py +++ b/api/controllers/web/passport.py @@ -2,7 +2,7 @@ import uuid from datetime import UTC, datetime, timedelta from flask import request -from flask_restful import Resource +from flask_restx import Resource from sqlalchemy import func, select from werkzeug.exceptions import NotFound, Unauthorized diff --git a/api/controllers/web/remote_files.py b/api/controllers/web/remote_files.py index 4e19716c3d..930b9d96e9 100644 --- a/api/controllers/web/remote_files.py +++ b/api/controllers/web/remote_files.py @@ -1,7 +1,7 @@ import urllib.parse import httpx -from flask_restful import marshal_with, reqparse +from flask_restx import marshal_with, reqparse import services from controllers.common import helpers diff --git a/api/controllers/web/saved_message.py b/api/controllers/web/saved_message.py index d7188ef0b3..a0912499ff 100644 --- a/api/controllers/web/saved_message.py +++ b/api/controllers/web/saved_message.py @@ -1,5 +1,5 @@ -from flask_restful import fields, marshal_with, reqparse -from flask_restful.inputs import int_range +from flask_restx import fields, marshal_with, reqparse +from flask_restx.inputs import int_range from werkzeug.exceptions import NotFound from controllers.web import api diff --git a/api/controllers/web/site.py b/api/controllers/web/site.py index 3c133499b7..b2a887a0de 100644 --- a/api/controllers/web/site.py +++ b/api/controllers/web/site.py @@ -1,4 +1,4 @@ -from flask_restful import fields, marshal_with +from flask_restx import fields, marshal_with from werkzeug.exceptions import Forbidden from configs import dify_config diff --git a/api/controllers/web/workflow.py b/api/controllers/web/workflow.py index 590fd3f2c7..d64ccc7d05 100644 --- a/api/controllers/web/workflow.py +++ b/api/controllers/web/workflow.py @@ -1,6 +1,6 @@ import logging -from flask_restful import reqparse +from flask_restx import reqparse from werkzeug.exceptions import InternalServerError from controllers.web import api @@ -62,7 +62,7 @@ class WorkflowRunApi(WebApiResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/web/wraps.py b/api/controllers/web/wraps.py index ae6f14a689..94fa5d5626 100644 --- a/api/controllers/web/wraps.py +++ b/api/controllers/web/wraps.py @@ -2,7 +2,7 @@ from datetime import UTC, datetime from functools import wraps from flask import request -from flask_restful import Resource +from flask_restx import Resource from sqlalchemy import select from werkzeug.exceptions import BadRequest, NotFound, Unauthorized diff --git a/api/core/agent/cot_agent_runner.py b/api/core/agent/cot_agent_runner.py index 565fb42478..6cb1077126 100644 --- a/api/core/agent/cot_agent_runner.py +++ b/api/core/agent/cot_agent_runner.py @@ -197,7 +197,7 @@ class CotAgentRunner(BaseAgentRunner, ABC): final_answer = scratchpad.action.action_input else: final_answer = f"{scratchpad.action.action_input}" - except json.JSONDecodeError: + except TypeError: final_answer = f"{scratchpad.action.action_input}" else: function_call_state = True diff --git a/api/core/agent/fc_agent_runner.py b/api/core/agent/fc_agent_runner.py index 4e6fe60e57..9eb853aa74 100644 --- a/api/core/agent/fc_agent_runner.py +++ b/api/core/agent/fc_agent_runner.py @@ -126,8 +126,8 @@ class FunctionCallAgentRunner(BaseAgentRunner): tool_call_inputs = json.dumps( {tool_call[1]: tool_call[2] for tool_call in tool_calls}, ensure_ascii=False ) - except json.JSONDecodeError: - # ensure ascii to avoid encoding error + except TypeError: + # fallback: force ASCII to handle non-serializable objects tool_call_inputs = json.dumps({tool_call[1]: tool_call[2] for tool_call in tool_calls}) if chunk.delta.message and chunk.delta.message.content: @@ -153,8 +153,8 @@ class FunctionCallAgentRunner(BaseAgentRunner): tool_call_inputs = json.dumps( {tool_call[1]: tool_call[2] for tool_call in tool_calls}, ensure_ascii=False ) - except json.JSONDecodeError: - # ensure ascii to avoid encoding error + except TypeError: + # fallback: force ASCII to handle non-serializable objects tool_call_inputs = json.dumps({tool_call[1]: tool_call[2] for tool_call in tool_calls}) if result.usage: diff --git a/api/core/app/app_config/easy_ui_based_app/variables/manager.py b/api/core/app/app_config/easy_ui_based_app/variables/manager.py index 2f2445a336..6375733448 100644 --- a/api/core/app/app_config/easy_ui_based_app/variables/manager.py +++ b/api/core/app/app_config/easy_ui_based_app/variables/manager.py @@ -3,6 +3,17 @@ import re from core.app.app_config.entities import ExternalDataVariableEntity, VariableEntity, VariableEntityType from core.external_data_tool.factory import ExternalDataToolFactory +_ALLOWED_VARIABLE_ENTITY_TYPE = frozenset( + [ + VariableEntityType.TEXT_INPUT, + VariableEntityType.SELECT, + VariableEntityType.PARAGRAPH, + VariableEntityType.NUMBER, + VariableEntityType.EXTERNAL_DATA_TOOL, + VariableEntityType.CHECKBOX, + ] +) + class BasicVariablesConfigManager: @classmethod @@ -47,6 +58,7 @@ class BasicVariablesConfigManager: VariableEntityType.PARAGRAPH, VariableEntityType.NUMBER, VariableEntityType.SELECT, + VariableEntityType.CHECKBOX, }: variable = variables[variable_type] variable_entities.append( @@ -96,8 +108,17 @@ class BasicVariablesConfigManager: variables = [] for item in config["user_input_form"]: key = list(item.keys())[0] - if key not in {"text-input", "select", "paragraph", "number", "external_data_tool"}: - raise ValueError("Keys in user_input_form list can only be 'text-input', 'paragraph' or 'select'") + # if key not in {"text-input", "select", "paragraph", "number", "external_data_tool"}: + if key not in { + VariableEntityType.TEXT_INPUT, + VariableEntityType.SELECT, + VariableEntityType.PARAGRAPH, + VariableEntityType.NUMBER, + VariableEntityType.EXTERNAL_DATA_TOOL, + VariableEntityType.CHECKBOX, + }: + allowed_keys = ", ".join(i.value for i in _ALLOWED_VARIABLE_ENTITY_TYPE) + raise ValueError(f"Keys in user_input_form list can only be {allowed_keys}") form_item = item[key] if "label" not in form_item: diff --git a/api/core/app/app_config/entities.py b/api/core/app/app_config/entities.py index 0db1d52779..df2074df2c 100644 --- a/api/core/app/app_config/entities.py +++ b/api/core/app/app_config/entities.py @@ -97,6 +97,7 @@ class VariableEntityType(StrEnum): EXTERNAL_DATA_TOOL = "external_data_tool" FILE = "file" FILE_LIST = "file-list" + CHECKBOX = "checkbox" class VariableEntity(BaseModel): diff --git a/api/core/app/apps/base_app_generate_response_converter.py b/api/core/app/apps/base_app_generate_response_converter.py index 29c1ad598e..af3731bdc7 100644 --- a/api/core/app/apps/base_app_generate_response_converter.py +++ b/api/core/app/apps/base_app_generate_response_converter.py @@ -8,6 +8,8 @@ from core.app.entities.task_entities import AppBlockingResponse, AppStreamRespon from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError from core.model_runtime.errors.invoke import InvokeError +logger = logging.getLogger(__name__) + class AppGenerateResponseConverter(ABC): _blocking_response_type: type[AppBlockingResponse] @@ -120,7 +122,7 @@ class AppGenerateResponseConverter(ABC): if data: data.setdefault("message", getattr(e, "description", str(e))) else: - logging.error(e) + logger.error(e) data = { "code": "internal_server_error", "message": "Internal Server Error, please contact support.", diff --git a/api/core/app/apps/base_app_generator.py b/api/core/app/apps/base_app_generator.py index beece1d77e..42634fc48b 100644 --- a/api/core/app/apps/base_app_generator.py +++ b/api/core/app/apps/base_app_generator.py @@ -103,18 +103,23 @@ class BaseAppGenerator: f"(type '{variable_entity.type}') {variable_entity.variable} in input form must be a string" ) - if variable_entity.type == VariableEntityType.NUMBER and isinstance(value, str): - # handle empty string case - if not value.strip(): - return None - # may raise ValueError if user_input_value is not a valid number - try: - if "." in value: - return float(value) - else: - return int(value) - except ValueError: - raise ValueError(f"{variable_entity.variable} in input form must be a valid number") + if variable_entity.type == VariableEntityType.NUMBER: + if isinstance(value, (int, float)): + return value + elif isinstance(value, str): + # handle empty string case + if not value.strip(): + return None + # may raise ValueError if user_input_value is not a valid number + try: + if "." in value: + return float(value) + else: + return int(value) + except ValueError: + raise ValueError(f"{variable_entity.variable} in input form must be a valid number") + else: + raise TypeError(f"expected value type int, float or str, got {type(value)}, value: {value}") match variable_entity.type: case VariableEntityType.SELECT: @@ -144,6 +149,11 @@ class BaseAppGenerator: raise ValueError( f"{variable_entity.variable} in input form must be less than {variable_entity.max_length} files" ) + case VariableEntityType.CHECKBOX: + if not isinstance(value, bool): + raise ValueError(f"{variable_entity.variable} in input form must be a valid boolean value") + case _: + raise AssertionError("this statement should be unreachable.") return value diff --git a/api/core/app/apps/common/workflow_response_converter.py b/api/core/app/apps/common/workflow_response_converter.py index 34a1da2227..1a89237333 100644 --- a/api/core/app/apps/common/workflow_response_converter.py +++ b/api/core/app/apps/common/workflow_response_converter.py @@ -50,6 +50,7 @@ from core.workflow.entities.workflow_node_execution import WorkflowNodeExecution from core.workflow.nodes import NodeType from core.workflow.nodes.tool.entities import ToolNodeData from core.workflow.workflow_type_encoder import WorkflowRuntimeTypeConverter +from libs.datetime_utils import naive_utc_now from models import ( Account, CreatorUserRole, @@ -399,7 +400,7 @@ class WorkflowResponseConverter: if event.error is None else WorkflowNodeExecutionStatus.FAILED, error=None, - elapsed_time=(datetime.now(UTC).replace(tzinfo=None) - event.start_at).total_seconds(), + elapsed_time=(naive_utc_now() - event.start_at).total_seconds(), total_tokens=event.metadata.get("total_tokens", 0) if event.metadata else 0, execution_metadata=event.metadata, finished_at=int(time.time()), @@ -478,7 +479,7 @@ class WorkflowResponseConverter: if event.error is None else WorkflowNodeExecutionStatus.FAILED, error=None, - elapsed_time=(datetime.now(UTC).replace(tzinfo=None) - event.start_at).total_seconds(), + elapsed_time=(naive_utc_now() - event.start_at).total_seconds(), total_tokens=event.metadata.get("total_tokens", 0) if event.metadata else 0, execution_metadata=event.metadata, finished_at=int(time.time()), diff --git a/api/core/app/task_pipeline/message_cycle_manager.py b/api/core/app/task_pipeline/message_cycle_manager.py index 0d786ba051..50b51f70fe 100644 --- a/api/core/app/task_pipeline/message_cycle_manager.py +++ b/api/core/app/task_pipeline/message_cycle_manager.py @@ -32,6 +32,8 @@ from extensions.ext_database import db from models.model import AppMode, Conversation, MessageAnnotation, MessageFile from services.annotation_service import AppAnnotationService +logger = logging.getLogger(__name__) + class MessageCycleManager: def __init__( @@ -98,7 +100,7 @@ class MessageCycleManager: conversation.name = name except Exception as e: if dify_config.DEBUG: - logging.exception("generate conversation name failed, conversation_id: %s", conversation_id) + logger.exception("generate conversation name failed, conversation_id: %s", conversation_id) pass db.session.merge(conversation) diff --git a/api/core/entities/model_entities.py b/api/core/entities/model_entities.py index e1c021a44a..ac64a8e3a0 100644 --- a/api/core/entities/model_entities.py +++ b/api/core/entities/model_entities.py @@ -19,6 +19,7 @@ class ModelStatus(Enum): QUOTA_EXCEEDED = "quota-exceeded" NO_PERMISSION = "no-permission" DISABLED = "disabled" + CREDENTIAL_REMOVED = "credential-removed" class SimpleModelProviderEntity(BaseModel): @@ -54,6 +55,7 @@ class ProviderModelWithStatusEntity(ProviderModel): status: ModelStatus load_balancing_enabled: bool = False + has_invalid_load_balancing_configs: bool = False def raise_for_status(self) -> None: """ diff --git a/api/core/entities/provider_configuration.py b/api/core/entities/provider_configuration.py index 8bfbd82e1f..ca3c36b878 100644 --- a/api/core/entities/provider_configuration.py +++ b/api/core/entities/provider_configuration.py @@ -1,4 +1,3 @@ -import datetime import json import logging from collections import defaultdict @@ -7,6 +6,8 @@ from json import JSONDecodeError from typing import Optional from pydantic import BaseModel, ConfigDict, Field +from sqlalchemy import func, select +from sqlalchemy.orm import Session from constants import HIDDEN_VALUE from core.entities.model_entities import ModelStatus, ModelWithProviderEntity, SimpleModelProviderEntity @@ -29,10 +30,13 @@ from core.model_runtime.model_providers.__base.ai_model import AIModel from core.model_runtime.model_providers.model_provider_factory import ModelProviderFactory from core.plugin.entities.plugin import ModelProviderID from extensions.ext_database import db +from libs.datetime_utils import naive_utc_now from models.provider import ( LoadBalancingModelConfig, Provider, + ProviderCredential, ProviderModel, + ProviderModelCredential, ProviderModelSetting, ProviderType, TenantPreferredModelProvider, @@ -45,7 +49,16 @@ original_provider_configurate_methods: dict[str, list[ConfigurateMethod]] = {} class ProviderConfiguration(BaseModel): """ - Model class for provider configuration. + Provider configuration entity for managing model provider settings. + + This class handles: + - Provider credentials CRUD and switch + - Custom Model credentials CRUD and switch + - System vs custom provider switching + - Load balancing configurations + - Model enablement/disablement + + TODO: lots of logic in a BaseModel entity should be separated, the exceptions should be classified """ tenant_id: str @@ -155,33 +168,17 @@ class ProviderConfiguration(BaseModel): Check custom configuration available. :return: """ - return self.custom_configuration.provider is not None or len(self.custom_configuration.models) > 0 - - def get_custom_credentials(self, obfuscated: bool = False) -> dict | None: - """ - Get custom credentials. - - :param obfuscated: obfuscated secret data in credentials - :return: - """ - if self.custom_configuration.provider is None: - return None - - credentials = self.custom_configuration.provider.credentials - if not obfuscated: - return credentials - - # Obfuscate credentials - return self.obfuscated_credentials( - credentials=credentials, - credential_form_schemas=self.provider.provider_credential_schema.credential_form_schemas - if self.provider.provider_credential_schema - else [], + has_provider_credentials = ( + self.custom_configuration.provider is not None + and len(self.custom_configuration.provider.available_credentials) > 0 ) - def _get_custom_provider_credentials(self) -> Provider | None: + has_model_configurations = len(self.custom_configuration.models) > 0 + return has_provider_credentials or has_model_configurations + + def _get_provider_record(self, session: Session) -> Provider | None: """ - Get custom provider credentials. + Get custom provider record. """ # get provider model_provider_id = ModelProviderID(self.provider.provider) @@ -189,156 +186,442 @@ class ProviderConfiguration(BaseModel): if model_provider_id.is_langgenius(): provider_names.append(model_provider_id.provider_name) - provider_record = ( - db.session.query(Provider) - .where( - Provider.tenant_id == self.tenant_id, - Provider.provider_type == ProviderType.CUSTOM.value, - Provider.provider_name.in_(provider_names), - ) - .first() + stmt = select(Provider).where( + Provider.tenant_id == self.tenant_id, + Provider.provider_type == ProviderType.CUSTOM.value, + Provider.provider_name.in_(provider_names), ) - return provider_record + return session.execute(stmt).scalar_one_or_none() - def custom_credentials_validate(self, credentials: dict) -> tuple[Provider | None, dict]: + def _get_specific_provider_credential(self, credential_id: str) -> dict | None: """ - Validate custom credentials. - :param credentials: provider credentials + Get a specific provider credential by ID. + :param credential_id: Credential ID :return: """ - provider_record = self._get_custom_provider_credentials() - - # Get provider credential secret variables - provider_credential_secret_variables = self.extract_secret_variables( + # Extract secret variables from provider credential schema + credential_secret_variables = self.extract_secret_variables( self.provider.provider_credential_schema.credential_form_schemas if self.provider.provider_credential_schema else [] ) - if provider_record: - try: - # fix origin data - if provider_record.encrypted_config: - if not provider_record.encrypted_config.startswith("{"): - original_credentials = {"openai_api_key": provider_record.encrypted_config} - else: - original_credentials = json.loads(provider_record.encrypted_config) - else: - original_credentials = {} - except JSONDecodeError: - original_credentials = {} + with Session(db.engine) as session: + # Prefer the actual provider record name if exists (to handle aliased provider names) + provider_record = self._get_provider_record(session) + provider_name = provider_record.provider_name if provider_record else self.provider.provider - # encrypt credentials - for key, value in credentials.items(): - if key in provider_credential_secret_variables: - # if send [__HIDDEN__] in secret input, it will be same as original value - if value == HIDDEN_VALUE and key in original_credentials: - credentials[key] = encrypter.decrypt_token(self.tenant_id, original_credentials[key]) - - model_provider_factory = ModelProviderFactory(self.tenant_id) - credentials = model_provider_factory.provider_credentials_validate( - provider=self.provider.provider, credentials=credentials - ) - - for key, value in credentials.items(): - if key in provider_credential_secret_variables: - credentials[key] = encrypter.encrypt_token(self.tenant_id, value) - - return provider_record, credentials - - def add_or_update_custom_credentials(self, credentials: dict) -> None: - """ - Add or update custom provider credentials. - :param credentials: - :return: - """ - # validate custom provider config - provider_record, credentials = self.custom_credentials_validate(credentials) - - # save provider - # Note: Do not switch the preferred provider, which allows users to use quotas first - if provider_record: - provider_record.encrypted_config = json.dumps(credentials) - provider_record.is_valid = True - provider_record.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - db.session.commit() - else: - provider_record = Provider() - provider_record.tenant_id = self.tenant_id - provider_record.provider_name = self.provider.provider - provider_record.provider_type = ProviderType.CUSTOM.value - provider_record.encrypted_config = json.dumps(credentials) - provider_record.is_valid = True - - db.session.add(provider_record) - db.session.commit() - - provider_model_credentials_cache = ProviderCredentialsCache( - tenant_id=self.tenant_id, identity_id=provider_record.id, cache_type=ProviderCredentialsCacheType.PROVIDER - ) - - provider_model_credentials_cache.delete() - - self.switch_preferred_provider_type(ProviderType.CUSTOM) - - def delete_custom_credentials(self) -> None: - """ - Delete custom provider credentials. - :return: - """ - # get provider - provider_record = self._get_custom_provider_credentials() - - # delete provider - if provider_record: - self.switch_preferred_provider_type(ProviderType.SYSTEM) - - db.session.delete(provider_record) - db.session.commit() - - provider_model_credentials_cache = ProviderCredentialsCache( - tenant_id=self.tenant_id, - identity_id=provider_record.id, - cache_type=ProviderCredentialsCacheType.PROVIDER, + stmt = select(ProviderCredential).where( + ProviderCredential.id == credential_id, + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == provider_name, ) - provider_model_credentials_cache.delete() + credential = session.execute(stmt).scalar_one_or_none() - def get_custom_model_credentials( - self, model_type: ModelType, model: str, obfuscated: bool = False - ) -> Optional[dict]: + if not credential or not credential.encrypted_config: + raise ValueError(f"Credential with id {credential_id} not found.") + + try: + credentials = json.loads(credential.encrypted_config) + except JSONDecodeError: + credentials = {} + + # Decrypt secret variables + for key in credential_secret_variables: + if key in credentials and credentials[key] is not None: + try: + credentials[key] = encrypter.decrypt_token(tenant_id=self.tenant_id, token=credentials[key]) + except Exception: + pass + + return self.obfuscated_credentials( + credentials=credentials, + credential_form_schemas=self.provider.provider_credential_schema.credential_form_schemas + if self.provider.provider_credential_schema + else [], + ) + + def _check_provider_credential_name_exists( + self, credential_name: str, session: Session, exclude_id: str | None = None + ) -> bool: """ - Get custom model credentials. + not allowed same name when create or update a credential + """ + stmt = select(ProviderCredential.id).where( + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == self.provider.provider, + ProviderCredential.credential_name == credential_name, + ) + if exclude_id: + stmt = stmt.where(ProviderCredential.id != exclude_id) + return session.execute(stmt).scalar_one_or_none() is not None - :param model_type: model type - :param model: model name - :param obfuscated: obfuscated secret data in credentials + def get_provider_credential(self, credential_id: str | None = None) -> dict | None: + """ + Get provider credentials. + + :param credential_id: if provided, return the specified credential :return: """ - if not self.custom_configuration.models: - return None - for model_configuration in self.custom_configuration.models: - if model_configuration.model_type == model_type and model_configuration.model == model: - credentials = model_configuration.credentials - if not obfuscated: - return credentials + if credential_id: + return self._get_specific_provider_credential(credential_id) - # Obfuscate credentials - return self.obfuscated_credentials( - credentials=credentials, - credential_form_schemas=self.provider.model_credential_schema.credential_form_schemas - if self.provider.model_credential_schema - else [], + # Default behavior: return current active provider credentials + credentials = self.custom_configuration.provider.credentials if self.custom_configuration.provider else {} + + return self.obfuscated_credentials( + credentials=credentials, + credential_form_schemas=self.provider.provider_credential_schema.credential_form_schemas + if self.provider.provider_credential_schema + else [], + ) + + def validate_provider_credentials( + self, credentials: dict, credential_id: str = "", session: Session | None = None + ) -> dict: + """ + Validate custom credentials. + :param credentials: provider credentials + :param credential_id: (Optional)If provided, can use existing credential's hidden api key to validate + :param session: optional database session + :return: + """ + + def _validate(s: Session) -> dict: + # Get provider credential secret variables + provider_credential_secret_variables = self.extract_secret_variables( + self.provider.provider_credential_schema.credential_form_schemas + if self.provider.provider_credential_schema + else [] + ) + + if credential_id: + try: + stmt = select(ProviderCredential).where( + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == self.provider.provider, + ProviderCredential.id == credential_id, + ) + credential_record = s.execute(stmt).scalar_one_or_none() + # fix origin data + if credential_record and credential_record.encrypted_config: + if not credential_record.encrypted_config.startswith("{"): + original_credentials = {"openai_api_key": credential_record.encrypted_config} + else: + original_credentials = json.loads(credential_record.encrypted_config) + else: + original_credentials = {} + except JSONDecodeError: + original_credentials = {} + + # encrypt credentials + for key, value in credentials.items(): + if key in provider_credential_secret_variables: + # if send [__HIDDEN__] in secret input, it will be same as original value + if value == HIDDEN_VALUE and key in original_credentials: + credentials[key] = encrypter.decrypt_token( + tenant_id=self.tenant_id, token=original_credentials[key] + ) + + model_provider_factory = ModelProviderFactory(self.tenant_id) + validated_credentials = model_provider_factory.provider_credentials_validate( + provider=self.provider.provider, credentials=credentials + ) + + for key, value in validated_credentials.items(): + if key in provider_credential_secret_variables: + validated_credentials[key] = encrypter.encrypt_token(self.tenant_id, value) + + return validated_credentials + + if session: + return _validate(session) + else: + with Session(db.engine) as new_session: + return _validate(new_session) + + def create_provider_credential(self, credentials: dict, credential_name: str) -> None: + """ + Add custom provider credentials. + :param credentials: provider credentials + :param credential_name: credential name + :return: + """ + with Session(db.engine) as session: + if self._check_provider_credential_name_exists(credential_name=credential_name, session=session): + raise ValueError(f"Credential with name '{credential_name}' already exists.") + + credentials = self.validate_provider_credentials(credentials=credentials, session=session) + provider_record = self._get_provider_record(session) + try: + new_record = ProviderCredential( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + encrypted_config=json.dumps(credentials), + credential_name=credential_name, ) + session.add(new_record) + session.flush() - return None + if not provider_record: + # If provider record does not exist, create it + provider_record = Provider( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + provider_type=ProviderType.CUSTOM.value, + is_valid=True, + credential_id=new_record.id, + ) + session.add(provider_record) - def _get_custom_model_credentials( + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_record.id, + cache_type=ProviderCredentialsCacheType.PROVIDER, + ) + provider_model_credentials_cache.delete() + + self.switch_preferred_provider_type(provider_type=ProviderType.CUSTOM, session=session) + + session.commit() + except Exception: + session.rollback() + raise + + def update_provider_credential( + self, + credentials: dict, + credential_id: str, + credential_name: str, + ) -> None: + """ + update a saved provider credential (by credential_id). + + :param credentials: provider credentials + :param credential_id: credential id + :param credential_name: credential name + :return: + """ + with Session(db.engine) as session: + if self._check_provider_credential_name_exists( + credential_name=credential_name, session=session, exclude_id=credential_id + ): + raise ValueError(f"Credential with name '{credential_name}' already exists.") + + credentials = self.validate_provider_credentials( + credentials=credentials, credential_id=credential_id, session=session + ) + provider_record = self._get_provider_record(session) + stmt = select(ProviderCredential).where( + ProviderCredential.id == credential_id, + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == self.provider.provider, + ) + + # Get the credential record to update + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + try: + # Update credential + credential_record.encrypted_config = json.dumps(credentials) + credential_record.credential_name = credential_name + credential_record.updated_at = naive_utc_now() + + session.commit() + + if provider_record and provider_record.credential_id == credential_id: + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_record.id, + cache_type=ProviderCredentialsCacheType.PROVIDER, + ) + provider_model_credentials_cache.delete() + + self._update_load_balancing_configs_with_credential( + credential_id=credential_id, + credential_record=credential_record, + credential_source="provider", + session=session, + ) + except Exception: + session.rollback() + raise + + def _update_load_balancing_configs_with_credential( + self, + credential_id: str, + credential_record: ProviderCredential | ProviderModelCredential, + credential_source: str, + session: Session, + ) -> None: + """ + Update load balancing configurations that reference the given credential_id. + + :param credential_id: credential id + :param credential_record: the encrypted_config and credential_name + :param credential_source: the credential comes from the provider_credential(`provider`) + or the provider_model_credential(`custom_model`) + :param session: the database session + :return: + """ + # Find all load balancing configs that use this credential_id + stmt = select(LoadBalancingModelConfig).where( + LoadBalancingModelConfig.tenant_id == self.tenant_id, + LoadBalancingModelConfig.provider_name == self.provider.provider, + LoadBalancingModelConfig.credential_id == credential_id, + LoadBalancingModelConfig.credential_source_type == credential_source, + ) + load_balancing_configs = session.execute(stmt).scalars().all() + + if not load_balancing_configs: + return + + # Update each load balancing config with the new credentials + for lb_config in load_balancing_configs: + # Update the encrypted_config with the new credentials + lb_config.encrypted_config = credential_record.encrypted_config + lb_config.name = credential_record.credential_name + lb_config.updated_at = naive_utc_now() + + # Clear cache for this load balancing config + lb_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=lb_config.id, + cache_type=ProviderCredentialsCacheType.LOAD_BALANCING_MODEL, + ) + lb_credentials_cache.delete() + + session.commit() + + def delete_provider_credential(self, credential_id: str) -> None: + """ + Delete a saved provider credential (by credential_id). + + :param credential_id: credential id + :return: + """ + with Session(db.engine) as session: + stmt = select(ProviderCredential).where( + ProviderCredential.id == credential_id, + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == self.provider.provider, + ) + + # Get the credential record to update + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + + # Check if this credential is used in load balancing configs + lb_stmt = select(LoadBalancingModelConfig).where( + LoadBalancingModelConfig.tenant_id == self.tenant_id, + LoadBalancingModelConfig.provider_name == self.provider.provider, + LoadBalancingModelConfig.credential_id == credential_id, + LoadBalancingModelConfig.credential_source_type == "provider", + ) + lb_configs_using_credential = session.execute(lb_stmt).scalars().all() + try: + for lb_config in lb_configs_using_credential: + lb_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=lb_config.id, + cache_type=ProviderCredentialsCacheType.LOAD_BALANCING_MODEL, + ) + lb_credentials_cache.delete() + + lb_config.credential_id = None + lb_config.encrypted_config = None + lb_config.enabled = False + lb_config.name = "__delete__" + lb_config.updated_at = naive_utc_now() + session.add(lb_config) + + # Check if this is the currently active credential + provider_record = self._get_provider_record(session) + + # Check available credentials count BEFORE deleting + # if this is the last credential, we need to delete the provider record + count_stmt = select(func.count(ProviderCredential.id)).where( + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == self.provider.provider, + ) + available_credentials_count = session.execute(count_stmt).scalar() or 0 + session.delete(credential_record) + + if provider_record and available_credentials_count <= 1: + # If all credentials are deleted, delete the provider record + session.delete(provider_record) + + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_record.id, + cache_type=ProviderCredentialsCacheType.PROVIDER, + ) + provider_model_credentials_cache.delete() + self.switch_preferred_provider_type(provider_type=ProviderType.SYSTEM, session=session) + elif provider_record and provider_record.credential_id == credential_id: + provider_record.credential_id = None + provider_record.updated_at = naive_utc_now() + + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_record.id, + cache_type=ProviderCredentialsCacheType.PROVIDER, + ) + provider_model_credentials_cache.delete() + self.switch_preferred_provider_type(provider_type=ProviderType.SYSTEM, session=session) + + session.commit() + except Exception: + session.rollback() + raise + + def switch_active_provider_credential(self, credential_id: str) -> None: + """ + Switch active provider credential (copy the selected one into current active snapshot). + + :param credential_id: credential id + :return: + """ + with Session(db.engine) as session: + stmt = select(ProviderCredential).where( + ProviderCredential.id == credential_id, + ProviderCredential.tenant_id == self.tenant_id, + ProviderCredential.provider_name == self.provider.provider, + ) + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + + provider_record = self._get_provider_record(session) + if not provider_record: + raise ValueError("Provider record not found.") + + try: + provider_record.credential_id = credential_record.id + provider_record.updated_at = naive_utc_now() + session.commit() + + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_record.id, + cache_type=ProviderCredentialsCacheType.PROVIDER, + ) + provider_model_credentials_cache.delete() + self.switch_preferred_provider_type(ProviderType.CUSTOM, session=session) + except Exception: + session.rollback() + raise + + def _get_custom_model_record( self, model_type: ModelType, model: str, + session: Session, ) -> ProviderModel | None: """ Get custom model credentials. @@ -349,128 +632,495 @@ class ProviderConfiguration(BaseModel): if model_provider_id.is_langgenius(): provider_names.append(model_provider_id.provider_name) - provider_model_record = ( - db.session.query(ProviderModel) - .where( - ProviderModel.tenant_id == self.tenant_id, - ProviderModel.provider_name.in_(provider_names), - ProviderModel.model_name == model, - ProviderModel.model_type == model_type.to_origin_model_type(), - ) - .first() + stmt = select(ProviderModel).where( + ProviderModel.tenant_id == self.tenant_id, + ProviderModel.provider_name.in_(provider_names), + ProviderModel.model_name == model, + ProviderModel.model_type == model_type.to_origin_model_type(), ) - return provider_model_record + return session.execute(stmt).scalar_one_or_none() - def custom_model_credentials_validate( - self, model_type: ModelType, model: str, credentials: dict - ) -> tuple[ProviderModel | None, dict]: + def _get_specific_custom_model_credential( + self, model_type: ModelType, model: str, credential_id: str + ) -> dict | None: """ - Validate custom model credentials. - - :param model_type: model type - :param model: model name - :param credentials: model credentials + Get a specific provider credential by ID. + :param credential_id: Credential ID :return: """ - # get provider model - provider_model_record = self._get_custom_model_credentials(model_type, model) - - # Get provider credential secret variables - provider_credential_secret_variables = self.extract_secret_variables( + model_credential_secret_variables = self.extract_secret_variables( self.provider.model_credential_schema.credential_form_schemas if self.provider.model_credential_schema else [] ) - if provider_model_record: - try: - original_credentials = ( - json.loads(provider_model_record.encrypted_config) if provider_model_record.encrypted_config else {} - ) - except JSONDecodeError: - original_credentials = {} - - # decrypt credentials - for key, value in credentials.items(): - if key in provider_credential_secret_variables: - # if send [__HIDDEN__] in secret input, it will be same as original value - if value == HIDDEN_VALUE and key in original_credentials: - credentials[key] = encrypter.decrypt_token(self.tenant_id, original_credentials[key]) - - model_provider_factory = ModelProviderFactory(self.tenant_id) - credentials = model_provider_factory.model_credentials_validate( - provider=self.provider.provider, model_type=model_type, model=model, credentials=credentials - ) - - for key, value in credentials.items(): - if key in provider_credential_secret_variables: - credentials[key] = encrypter.encrypt_token(self.tenant_id, value) - - return provider_model_record, credentials - - def add_or_update_custom_model_credentials(self, model_type: ModelType, model: str, credentials: dict) -> None: - """ - Add or update custom model credentials. - - :param model_type: model type - :param model: model name - :param credentials: model credentials - :return: - """ - # validate custom model config - provider_model_record, credentials = self.custom_model_credentials_validate(model_type, model, credentials) - - # save provider model - # Note: Do not switch the preferred provider, which allows users to use quotas first - if provider_model_record: - provider_model_record.encrypted_config = json.dumps(credentials) - provider_model_record.is_valid = True - provider_model_record.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - db.session.commit() - else: - provider_model_record = ProviderModel() - provider_model_record.tenant_id = self.tenant_id - provider_model_record.provider_name = self.provider.provider - provider_model_record.model_name = model - provider_model_record.model_type = model_type.to_origin_model_type() - provider_model_record.encrypted_config = json.dumps(credentials) - provider_model_record.is_valid = True - db.session.add(provider_model_record) - db.session.commit() - - provider_model_credentials_cache = ProviderCredentialsCache( - tenant_id=self.tenant_id, - identity_id=provider_model_record.id, - cache_type=ProviderCredentialsCacheType.MODEL, - ) - - provider_model_credentials_cache.delete() - - def delete_custom_model_credentials(self, model_type: ModelType, model: str) -> None: - """ - Delete custom model credentials. - :param model_type: model type - :param model: model name - :return: - """ - # get provider model - provider_model_record = self._get_custom_model_credentials(model_type, model) - - # delete provider model - if provider_model_record: - db.session.delete(provider_model_record) - db.session.commit() - - provider_model_credentials_cache = ProviderCredentialsCache( - tenant_id=self.tenant_id, - identity_id=provider_model_record.id, - cache_type=ProviderCredentialsCacheType.MODEL, + with Session(db.engine) as session: + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.id == credential_id, + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), ) - provider_model_credentials_cache.delete() + credential_record = session.execute(stmt).scalar_one_or_none() - def _get_provider_model_setting(self, model_type: ModelType, model: str) -> ProviderModelSetting | None: + if not credential_record or not credential_record.encrypted_config: + raise ValueError(f"Credential with id {credential_id} not found.") + + try: + credentials = json.loads(credential_record.encrypted_config) + except JSONDecodeError: + credentials = {} + + # Decrypt secret variables + for key in model_credential_secret_variables: + if key in credentials and credentials[key] is not None: + try: + credentials[key] = encrypter.decrypt_token(tenant_id=self.tenant_id, token=credentials[key]) + except Exception: + pass + + current_credential_id = credential_record.id + current_credential_name = credential_record.credential_name + credentials = self.obfuscated_credentials( + credentials=credentials, + credential_form_schemas=self.provider.model_credential_schema.credential_form_schemas + if self.provider.model_credential_schema + else [], + ) + + return { + "current_credential_id": current_credential_id, + "current_credential_name": current_credential_name, + "credentials": credentials, + } + + def _check_custom_model_credential_name_exists( + self, model_type: ModelType, model: str, credential_name: str, session: Session, exclude_id: str | None = None + ) -> bool: + """ + not allowed same name when create or update a credential + """ + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ProviderModelCredential.credential_name == credential_name, + ) + if exclude_id: + stmt = stmt.where(ProviderModelCredential.id != exclude_id) + return session.execute(stmt).scalar_one_or_none() is not None + + def get_custom_model_credential( + self, model_type: ModelType, model: str, credential_id: str | None + ) -> Optional[dict]: + """ + Get custom model credentials. + + :param model_type: model type + :param model: model name + :return: + """ + # If credential_id is provided, return the specific credential + if credential_id: + return self._get_specific_custom_model_credential( + model_type=model_type, model=model, credential_id=credential_id + ) + + for model_configuration in self.custom_configuration.models: + if ( + model_configuration.model_type == model_type + and model_configuration.model == model + and model_configuration.credentials + ): + current_credential_id = model_configuration.current_credential_id + current_credential_name = model_configuration.current_credential_name + credentials = self.obfuscated_credentials( + credentials=model_configuration.credentials, + credential_form_schemas=self.provider.model_credential_schema.credential_form_schemas + if self.provider.model_credential_schema + else [], + ) + return { + "current_credential_id": current_credential_id, + "current_credential_name": current_credential_name, + "credentials": credentials, + } + return None + + def validate_custom_model_credentials( + self, + model_type: ModelType, + model: str, + credentials: dict, + credential_id: str = "", + session: Session | None = None, + ) -> dict: + """ + Validate custom model credentials. + + :param model_type: model type + :param model: model name + :param credentials: model credentials dict + :param credential_id: (Optional)If provided, can use existing credential's hidden api key to validate + :return: + """ + + def _validate(s: Session) -> dict: + # Get provider credential secret variables + provider_credential_secret_variables = self.extract_secret_variables( + self.provider.model_credential_schema.credential_form_schemas + if self.provider.model_credential_schema + else [] + ) + + if credential_id: + try: + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.id == credential_id, + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ) + credential_record = s.execute(stmt).scalar_one_or_none() + original_credentials = ( + json.loads(credential_record.encrypted_config) + if credential_record and credential_record.encrypted_config + else {} + ) + except JSONDecodeError: + original_credentials = {} + + # decrypt credentials + for key, value in credentials.items(): + if key in provider_credential_secret_variables: + # if send [__HIDDEN__] in secret input, it will be same as original value + if value == HIDDEN_VALUE and key in original_credentials: + credentials[key] = encrypter.decrypt_token( + tenant_id=self.tenant_id, token=original_credentials[key] + ) + + model_provider_factory = ModelProviderFactory(self.tenant_id) + validated_credentials = model_provider_factory.model_credentials_validate( + provider=self.provider.provider, model_type=model_type, model=model, credentials=credentials + ) + + for key, value in validated_credentials.items(): + if key in provider_credential_secret_variables: + validated_credentials[key] = encrypter.encrypt_token(self.tenant_id, value) + + return validated_credentials + + if session: + return _validate(session) + else: + with Session(db.engine) as new_session: + return _validate(new_session) + + def create_custom_model_credential( + self, model_type: ModelType, model: str, credentials: dict, credential_name: str + ) -> None: + """ + Create a custom model credential. + + :param model_type: model type + :param model: model name + :param credentials: model credentials dict + :return: + """ + with Session(db.engine) as session: + if self._check_custom_model_credential_name_exists( + model=model, model_type=model_type, credential_name=credential_name, session=session + ): + raise ValueError(f"Model credential with name '{credential_name}' already exists for {model}.") + # validate custom model config + credentials = self.validate_custom_model_credentials( + model_type=model_type, model=model, credentials=credentials, session=session + ) + provider_model_record = self._get_custom_model_record(model_type=model_type, model=model, session=session) + + try: + credential = ProviderModelCredential( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_name=model, + model_type=model_type.to_origin_model_type(), + encrypted_config=json.dumps(credentials), + credential_name=credential_name, + ) + session.add(credential) + session.flush() + + # save provider model + if not provider_model_record: + provider_model_record = ProviderModel( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_name=model, + model_type=model_type.to_origin_model_type(), + credential_id=credential.id, + is_valid=True, + ) + session.add(provider_model_record) + + session.commit() + + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_model_record.id, + cache_type=ProviderCredentialsCacheType.MODEL, + ) + provider_model_credentials_cache.delete() + except Exception: + session.rollback() + raise + + def update_custom_model_credential( + self, model_type: ModelType, model: str, credentials: dict, credential_name: str, credential_id: str + ) -> None: + """ + Update a custom model credential. + + :param model_type: model type + :param model: model name + :param credentials: model credentials dict + :param credential_name: credential name + :param credential_id: credential id + :return: + """ + with Session(db.engine) as session: + if self._check_custom_model_credential_name_exists( + model=model, + model_type=model_type, + credential_name=credential_name, + session=session, + exclude_id=credential_id, + ): + raise ValueError(f"Model credential with name '{credential_name}' already exists for {model}.") + # validate custom model config + credentials = self.validate_custom_model_credentials( + model_type=model_type, + model=model, + credentials=credentials, + credential_id=credential_id, + session=session, + ) + provider_model_record = self._get_custom_model_record(model_type=model_type, model=model, session=session) + + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.id == credential_id, + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ) + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + + try: + # Update credential + credential_record.encrypted_config = json.dumps(credentials) + credential_record.credential_name = credential_name + credential_record.updated_at = naive_utc_now() + session.commit() + + if provider_model_record and provider_model_record.credential_id == credential_id: + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_model_record.id, + cache_type=ProviderCredentialsCacheType.MODEL, + ) + provider_model_credentials_cache.delete() + + self._update_load_balancing_configs_with_credential( + credential_id=credential_id, + credential_record=credential_record, + credential_source="custom_model", + session=session, + ) + except Exception: + session.rollback() + raise + + def delete_custom_model_credential(self, model_type: ModelType, model: str, credential_id: str) -> None: + """ + Delete a saved provider credential (by credential_id). + + :param credential_id: credential id + :return: + """ + with Session(db.engine) as session: + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.id == credential_id, + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ) + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + + lb_stmt = select(LoadBalancingModelConfig).where( + LoadBalancingModelConfig.tenant_id == self.tenant_id, + LoadBalancingModelConfig.provider_name == self.provider.provider, + LoadBalancingModelConfig.credential_id == credential_id, + LoadBalancingModelConfig.credential_source_type == "custom_model", + ) + lb_configs_using_credential = session.execute(lb_stmt).scalars().all() + + try: + for lb_config in lb_configs_using_credential: + lb_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=lb_config.id, + cache_type=ProviderCredentialsCacheType.LOAD_BALANCING_MODEL, + ) + lb_credentials_cache.delete() + lb_config.credential_id = None + lb_config.encrypted_config = None + lb_config.enabled = False + lb_config.name = "__delete__" + lb_config.updated_at = naive_utc_now() + session.add(lb_config) + + # Check if this is the currently active credential + provider_model_record = self._get_custom_model_record(model_type, model, session=session) + + # Check available credentials count BEFORE deleting + # if this is the last credential, we need to delete the custom model record + count_stmt = select(func.count(ProviderModelCredential.id)).where( + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ) + available_credentials_count = session.execute(count_stmt).scalar() or 0 + session.delete(credential_record) + + if provider_model_record and available_credentials_count <= 1: + # If all credentials are deleted, delete the custom model record + session.delete(provider_model_record) + elif provider_model_record and provider_model_record.credential_id == credential_id: + provider_model_record.credential_id = None + provider_model_record.updated_at = naive_utc_now() + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_model_record.id, + cache_type=ProviderCredentialsCacheType.PROVIDER, + ) + provider_model_credentials_cache.delete() + + session.commit() + + except Exception: + session.rollback() + raise + + def add_model_credential_to_model(self, model_type: ModelType, model: str, credential_id: str) -> None: + """ + if model list exist this custom model, switch the custom model credential. + if model list not exist this custom model, use the credential to add a new custom model record. + + :param model_type: model type + :param model: model name + :param credential_id: credential id + :return: + """ + with Session(db.engine) as session: + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.id == credential_id, + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ) + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + + # validate custom model config + provider_model_record = self._get_custom_model_record(model_type=model_type, model=model, session=session) + + if not provider_model_record: + # create provider model record + provider_model_record = ProviderModel( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_name=model, + model_type=model_type.to_origin_model_type(), + credential_id=credential_id, + ) + else: + if provider_model_record.credential_id == credential_record.id: + raise ValueError("Can't add same credential") + provider_model_record.credential_id = credential_record.id + provider_model_record.updated_at = naive_utc_now() + session.add(provider_model_record) + session.commit() + + def switch_custom_model_credential(self, model_type: ModelType, model: str, credential_id: str) -> None: + """ + switch the custom model credential. + + :param model_type: model type + :param model: model name + :param credential_id: credential id + :return: + """ + with Session(db.engine) as session: + stmt = select(ProviderModelCredential).where( + ProviderModelCredential.id == credential_id, + ProviderModelCredential.tenant_id == self.tenant_id, + ProviderModelCredential.provider_name == self.provider.provider, + ProviderModelCredential.model_name == model, + ProviderModelCredential.model_type == model_type.to_origin_model_type(), + ) + credential_record = session.execute(stmt).scalar_one_or_none() + if not credential_record: + raise ValueError("Credential record not found.") + + provider_model_record = self._get_custom_model_record(model_type=model_type, model=model, session=session) + if not provider_model_record: + raise ValueError("The custom model record not found.") + + provider_model_record.credential_id = credential_record.id + provider_model_record.updated_at = naive_utc_now() + session.add(provider_model_record) + session.commit() + + def delete_custom_model(self, model_type: ModelType, model: str) -> None: + """ + Delete custom model. + :param model_type: model type + :param model: model name + :return: + """ + with Session(db.engine) as session: + # get provider model + provider_model_record = self._get_custom_model_record(model_type=model_type, model=model, session=session) + + # delete provider model + if provider_model_record: + session.delete(provider_model_record) + session.commit() + + provider_model_credentials_cache = ProviderCredentialsCache( + tenant_id=self.tenant_id, + identity_id=provider_model_record.id, + cache_type=ProviderCredentialsCacheType.MODEL, + ) + + provider_model_credentials_cache.delete() + + def _get_provider_model_setting( + self, model_type: ModelType, model: str, session: Session + ) -> ProviderModelSetting | None: """ Get provider model setting. """ @@ -479,16 +1129,13 @@ class ProviderConfiguration(BaseModel): if model_provider_id.is_langgenius(): provider_names.append(model_provider_id.provider_name) - return ( - db.session.query(ProviderModelSetting) - .where( - ProviderModelSetting.tenant_id == self.tenant_id, - ProviderModelSetting.provider_name.in_(provider_names), - ProviderModelSetting.model_type == model_type.to_origin_model_type(), - ProviderModelSetting.model_name == model, - ) - .first() + stmt = select(ProviderModelSetting).where( + ProviderModelSetting.tenant_id == self.tenant_id, + ProviderModelSetting.provider_name.in_(provider_names), + ProviderModelSetting.model_type == model_type.to_origin_model_type(), + ProviderModelSetting.model_name == model, ) + return session.execute(stmt).scalars().first() def enable_model(self, model_type: ModelType, model: str) -> ProviderModelSetting: """ @@ -497,21 +1144,23 @@ class ProviderConfiguration(BaseModel): :param model: model name :return: """ - model_setting = self._get_provider_model_setting(model_type, model) + with Session(db.engine) as session: + model_setting = self._get_provider_model_setting(model_type=model_type, model=model, session=session) - if model_setting: - model_setting.enabled = True - model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - db.session.commit() - else: - model_setting = ProviderModelSetting() - model_setting.tenant_id = self.tenant_id - model_setting.provider_name = self.provider.provider - model_setting.model_type = model_type.to_origin_model_type() - model_setting.model_name = model - model_setting.enabled = True - db.session.add(model_setting) - db.session.commit() + if model_setting: + model_setting.enabled = True + model_setting.updated_at = naive_utc_now() + + else: + model_setting = ProviderModelSetting( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_type=model_type.to_origin_model_type(), + model_name=model, + enabled=True, + ) + session.add(model_setting) + session.commit() return model_setting @@ -522,21 +1171,22 @@ class ProviderConfiguration(BaseModel): :param model: model name :return: """ - model_setting = self._get_provider_model_setting(model_type, model) + with Session(db.engine) as session: + model_setting = self._get_provider_model_setting(model_type=model_type, model=model, session=session) - if model_setting: - model_setting.enabled = False - model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - db.session.commit() - else: - model_setting = ProviderModelSetting() - model_setting.tenant_id = self.tenant_id - model_setting.provider_name = self.provider.provider - model_setting.model_type = model_type.to_origin_model_type() - model_setting.model_name = model - model_setting.enabled = False - db.session.add(model_setting) - db.session.commit() + if model_setting: + model_setting.enabled = False + model_setting.updated_at = naive_utc_now() + else: + model_setting = ProviderModelSetting( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_type=model_type.to_origin_model_type(), + model_name=model, + enabled=False, + ) + session.add(model_setting) + session.commit() return model_setting @@ -547,27 +1197,8 @@ class ProviderConfiguration(BaseModel): :param model: model name :return: """ - return self._get_provider_model_setting(model_type, model) - - def _get_load_balancing_config(self, model_type: ModelType, model: str) -> Optional[LoadBalancingModelConfig]: - """ - Get load balancing config. - """ - model_provider_id = ModelProviderID(self.provider.provider) - provider_names = [self.provider.provider] - if model_provider_id.is_langgenius(): - provider_names.append(model_provider_id.provider_name) - - return ( - db.session.query(LoadBalancingModelConfig) - .where( - LoadBalancingModelConfig.tenant_id == self.tenant_id, - LoadBalancingModelConfig.provider_name.in_(provider_names), - LoadBalancingModelConfig.model_type == model_type.to_origin_model_type(), - LoadBalancingModelConfig.model_name == model, - ) - .first() - ) + with Session(db.engine) as session: + return self._get_provider_model_setting(model_type=model_type, model=model, session=session) def enable_model_load_balancing(self, model_type: ModelType, model: str) -> ProviderModelSetting: """ @@ -581,35 +1212,32 @@ class ProviderConfiguration(BaseModel): if model_provider_id.is_langgenius(): provider_names.append(model_provider_id.provider_name) - load_balancing_config_count = ( - db.session.query(LoadBalancingModelConfig) - .where( + with Session(db.engine) as session: + stmt = select(func.count(LoadBalancingModelConfig.id)).where( LoadBalancingModelConfig.tenant_id == self.tenant_id, LoadBalancingModelConfig.provider_name.in_(provider_names), LoadBalancingModelConfig.model_type == model_type.to_origin_model_type(), LoadBalancingModelConfig.model_name == model, ) - .count() - ) + load_balancing_config_count = session.execute(stmt).scalar() or 0 + if load_balancing_config_count <= 1: + raise ValueError("Model load balancing configuration must be more than 1.") - if load_balancing_config_count <= 1: - raise ValueError("Model load balancing configuration must be more than 1.") + model_setting = self._get_provider_model_setting(model_type=model_type, model=model, session=session) - model_setting = self._get_provider_model_setting(model_type, model) - - if model_setting: - model_setting.load_balancing_enabled = True - model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - db.session.commit() - else: - model_setting = ProviderModelSetting() - model_setting.tenant_id = self.tenant_id - model_setting.provider_name = self.provider.provider - model_setting.model_type = model_type.to_origin_model_type() - model_setting.model_name = model - model_setting.load_balancing_enabled = True - db.session.add(model_setting) - db.session.commit() + if model_setting: + model_setting.load_balancing_enabled = True + model_setting.updated_at = naive_utc_now() + else: + model_setting = ProviderModelSetting( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_type=model_type.to_origin_model_type(), + model_name=model, + load_balancing_enabled=True, + ) + session.add(model_setting) + session.commit() return model_setting @@ -620,35 +1248,23 @@ class ProviderConfiguration(BaseModel): :param model: model name :return: """ - model_provider_id = ModelProviderID(self.provider.provider) - provider_names = [self.provider.provider] - if model_provider_id.is_langgenius(): - provider_names.append(model_provider_id.provider_name) - model_setting = ( - db.session.query(ProviderModelSetting) - .where( - ProviderModelSetting.tenant_id == self.tenant_id, - ProviderModelSetting.provider_name.in_(provider_names), - ProviderModelSetting.model_type == model_type.to_origin_model_type(), - ProviderModelSetting.model_name == model, - ) - .first() - ) + with Session(db.engine) as session: + model_setting = self._get_provider_model_setting(model_type=model_type, model=model, session=session) - if model_setting: - model_setting.load_balancing_enabled = False - model_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - db.session.commit() - else: - model_setting = ProviderModelSetting() - model_setting.tenant_id = self.tenant_id - model_setting.provider_name = self.provider.provider - model_setting.model_type = model_type.to_origin_model_type() - model_setting.model_name = model - model_setting.load_balancing_enabled = False - db.session.add(model_setting) - db.session.commit() + if model_setting: + model_setting.load_balancing_enabled = False + model_setting.updated_at = naive_utc_now() + else: + model_setting = ProviderModelSetting( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + model_type=model_type.to_origin_model_type(), + model_name=model, + load_balancing_enabled=False, + ) + session.add(model_setting) + session.commit() return model_setting @@ -664,7 +1280,7 @@ class ProviderConfiguration(BaseModel): # Get model instance of LLM return model_provider_factory.get_model_type_instance(provider=self.provider.provider, model_type=model_type) - def get_model_schema(self, model_type: ModelType, model: str, credentials: dict) -> AIModelEntity | None: + def get_model_schema(self, model_type: ModelType, model: str, credentials: dict | None) -> AIModelEntity | None: """ Get model schema """ @@ -673,7 +1289,7 @@ class ProviderConfiguration(BaseModel): provider=self.provider.provider, model_type=model_type, model=model, credentials=credentials ) - def switch_preferred_provider_type(self, provider_type: ProviderType) -> None: + def switch_preferred_provider_type(self, provider_type: ProviderType, session: Session | None = None) -> None: """ Switch preferred provider type. :param provider_type: @@ -685,31 +1301,35 @@ class ProviderConfiguration(BaseModel): if provider_type == ProviderType.SYSTEM and not self.system_configuration.enabled: return - # get preferred provider - model_provider_id = ModelProviderID(self.provider.provider) - provider_names = [self.provider.provider] - if model_provider_id.is_langgenius(): - provider_names.append(model_provider_id.provider_name) + def _switch(s: Session) -> None: + # get preferred provider + model_provider_id = ModelProviderID(self.provider.provider) + provider_names = [self.provider.provider] + if model_provider_id.is_langgenius(): + provider_names.append(model_provider_id.provider_name) - preferred_model_provider = ( - db.session.query(TenantPreferredModelProvider) - .where( + stmt = select(TenantPreferredModelProvider).where( TenantPreferredModelProvider.tenant_id == self.tenant_id, TenantPreferredModelProvider.provider_name.in_(provider_names), ) - .first() - ) + preferred_model_provider = s.execute(stmt).scalars().first() - if preferred_model_provider: - preferred_model_provider.preferred_provider_type = provider_type.value + if preferred_model_provider: + preferred_model_provider.preferred_provider_type = provider_type.value + else: + preferred_model_provider = TenantPreferredModelProvider( + tenant_id=self.tenant_id, + provider_name=self.provider.provider, + preferred_provider_type=provider_type.value, + ) + s.add(preferred_model_provider) + s.commit() + + if session: + return _switch(session) else: - preferred_model_provider = TenantPreferredModelProvider() - preferred_model_provider.tenant_id = self.tenant_id - preferred_model_provider.provider_name = self.provider.provider - preferred_model_provider.preferred_provider_type = provider_type.value - db.session.add(preferred_model_provider) - - db.session.commit() + with Session(db.engine) as session: + return _switch(session) def extract_secret_variables(self, credential_form_schemas: list[CredentialFormSchema]) -> list[str]: """ @@ -973,14 +1593,24 @@ class ProviderConfiguration(BaseModel): status = ModelStatus.ACTIVE if credentials else ModelStatus.NO_CONFIGURE load_balancing_enabled = False + has_invalid_load_balancing_configs = False if m.model_type in model_setting_map and m.model in model_setting_map[m.model_type]: model_setting = model_setting_map[m.model_type][m.model] if model_setting.enabled is False: status = ModelStatus.DISABLED - if len(model_setting.load_balancing_configs) > 1: + provider_model_lb_configs = [ + config + for config in model_setting.load_balancing_configs + if config.credential_source_type != "custom_model" + ] + + if len(provider_model_lb_configs) > 1: load_balancing_enabled = True + if any(config.name == "__delete__" for config in provider_model_lb_configs): + has_invalid_load_balancing_configs = True + provider_models.append( ModelWithProviderEntity( model=m.model, @@ -993,6 +1623,7 @@ class ProviderConfiguration(BaseModel): provider=SimpleModelProviderEntity(self.provider), status=status, load_balancing_enabled=load_balancing_enabled, + has_invalid_load_balancing_configs=has_invalid_load_balancing_configs, ) ) @@ -1017,6 +1648,7 @@ class ProviderConfiguration(BaseModel): status = ModelStatus.ACTIVE load_balancing_enabled = False + has_invalid_load_balancing_configs = False if ( custom_model_schema.model_type in model_setting_map and custom_model_schema.model in model_setting_map[custom_model_schema.model_type] @@ -1025,9 +1657,21 @@ class ProviderConfiguration(BaseModel): if model_setting.enabled is False: status = ModelStatus.DISABLED - if len(model_setting.load_balancing_configs) > 1: + custom_model_lb_configs = [ + config + for config in model_setting.load_balancing_configs + if config.credential_source_type != "provider" + ] + + if len(custom_model_lb_configs) > 1: load_balancing_enabled = True + if any(config.name == "__delete__" for config in custom_model_lb_configs): + has_invalid_load_balancing_configs = True + + if len(model_configuration.available_model_credentials) > 0 and not model_configuration.credentials: + status = ModelStatus.CREDENTIAL_REMOVED + provider_models.append( ModelWithProviderEntity( model=custom_model_schema.model, @@ -1040,6 +1684,7 @@ class ProviderConfiguration(BaseModel): provider=SimpleModelProviderEntity(self.provider), status=status, load_balancing_enabled=load_balancing_enabled, + has_invalid_load_balancing_configs=has_invalid_load_balancing_configs, ) ) diff --git a/api/core/entities/provider_entities.py b/api/core/entities/provider_entities.py index a5a6e62bd7..1b87bffe57 100644 --- a/api/core/entities/provider_entities.py +++ b/api/core/entities/provider_entities.py @@ -69,6 +69,15 @@ class QuotaConfiguration(BaseModel): restrict_models: list[RestrictModel] = [] +class CredentialConfiguration(BaseModel): + """ + Model class for credential configuration. + """ + + credential_id: str + credential_name: str + + class SystemConfiguration(BaseModel): """ Model class for provider system configuration. @@ -86,6 +95,9 @@ class CustomProviderConfiguration(BaseModel): """ credentials: dict + current_credential_id: Optional[str] = None + current_credential_name: Optional[str] = None + available_credentials: list[CredentialConfiguration] = [] class CustomModelConfiguration(BaseModel): @@ -95,7 +107,10 @@ class CustomModelConfiguration(BaseModel): model: str model_type: ModelType - credentials: dict + credentials: dict | None + current_credential_id: Optional[str] = None + current_credential_name: Optional[str] = None + available_model_credentials: list[CredentialConfiguration] = [] # pydantic configs model_config = ConfigDict(protected_namespaces=()) @@ -118,6 +133,7 @@ class ModelLoadBalancingConfiguration(BaseModel): id: str name: str credentials: dict + credential_source_type: str | None = None class ModelSettings(BaseModel): diff --git a/api/core/extension/extensible.py b/api/core/extension/extensible.py index ae4671a381..fa32b29f31 100644 --- a/api/core/extension/extensible.py +++ b/api/core/extension/extensible.py @@ -10,6 +10,8 @@ from pydantic import BaseModel from core.helper.position_helper import sort_to_dict_by_position_map +logger = logging.getLogger(__name__) + class ExtensionModule(enum.Enum): MODERATION = "moderation" @@ -66,7 +68,7 @@ class Extensible: # Check for extension module file if (extension_name + ".py") not in file_names: - logging.warning("Missing %s.py file in %s, Skip.", extension_name, subdir_path) + logger.warning("Missing %s.py file in %s, Skip.", extension_name, subdir_path) continue # Check for builtin flag and position @@ -95,7 +97,7 @@ class Extensible: break if not extension_class: - logging.warning("Missing subclass of %s in %s, Skip.", cls.__name__, module_name) + logger.warning("Missing subclass of %s in %s, Skip.", cls.__name__, module_name) continue # Load schema if not builtin @@ -103,7 +105,7 @@ class Extensible: if not builtin: json_path = os.path.join(subdir_path, "schema.json") if not os.path.exists(json_path): - logging.warning("Missing schema.json file in %s, Skip.", subdir_path) + logger.warning("Missing schema.json file in %s, Skip.", subdir_path) continue with open(json_path, encoding="utf-8") as f: @@ -122,7 +124,7 @@ class Extensible: ) except Exception as e: - logging.exception("Error scanning extensions") + logger.exception("Error scanning extensions") raise # Sort extensions by position diff --git a/api/core/helper/encrypter.py b/api/core/helper/encrypter.py index f761d20374..cac7e8e6e0 100644 --- a/api/core/helper/encrypter.py +++ b/api/core/helper/encrypter.py @@ -17,6 +17,7 @@ def encrypt_token(tenant_id: str, token: str): if not (tenant := db.session.query(Tenant).where(Tenant.id == tenant_id).first()): raise ValueError(f"Tenant with id {tenant_id} not found") + assert tenant.encrypt_public_key is not None encrypted_token = rsa.encrypt(token, tenant.encrypt_public_key) return base64.b64encode(encrypted_token).decode() diff --git a/api/core/helper/module_import_helper.py b/api/core/helper/module_import_helper.py index 251309fa2c..159c5d23fa 100644 --- a/api/core/helper/module_import_helper.py +++ b/api/core/helper/module_import_helper.py @@ -4,6 +4,8 @@ import sys from types import ModuleType from typing import AnyStr +logger = logging.getLogger(__name__) + def import_module_from_source(*, module_name: str, py_file_path: AnyStr, use_lazy_loader: bool = False) -> ModuleType: """ @@ -30,7 +32,7 @@ def import_module_from_source(*, module_name: str, py_file_path: AnyStr, use_laz spec.loader.exec_module(module) return module except Exception as e: - logging.exception("Failed to load module %s from script file '%s'", module_name, repr(py_file_path)) + logger.exception("Failed to load module %s from script file '%s'", module_name, repr(py_file_path)) raise e diff --git a/api/core/helper/ssrf_proxy.py b/api/core/helper/ssrf_proxy.py index 329527633c..efeba9e5ee 100644 --- a/api/core/helper/ssrf_proxy.py +++ b/api/core/helper/ssrf_proxy.py @@ -9,6 +9,8 @@ import httpx from configs import dify_config +logger = logging.getLogger(__name__) + SSRF_DEFAULT_MAX_RETRIES = dify_config.SSRF_DEFAULT_MAX_RETRIES HTTP_REQUEST_NODE_SSL_VERIFY = True # Default value for HTTP_REQUEST_NODE_SSL_VERIFY is True @@ -73,12 +75,12 @@ def make_request(method, url, max_retries=SSRF_DEFAULT_MAX_RETRIES, **kwargs): if response.status_code not in STATUS_FORCELIST: return response else: - logging.warning( + logger.warning( "Received status code %s for URL %s which is in the force list", response.status_code, url ) except httpx.RequestError as e: - logging.warning("Request to URL %s failed on attempt %s: %s", url, retries + 1, e) + logger.warning("Request to URL %s failed on attempt %s: %s", url, retries + 1, e) if max_retries == 0: raise diff --git a/api/core/indexing_runner.py b/api/core/indexing_runner.py index 8201a5f3be..a8e6c261c2 100644 --- a/api/core/indexing_runner.py +++ b/api/core/indexing_runner.py @@ -1,5 +1,4 @@ import concurrent.futures -import datetime import json import logging import re @@ -34,11 +33,14 @@ from extensions.ext_database import db from extensions.ext_redis import redis_client from extensions.ext_storage import storage from libs import helper +from libs.datetime_utils import naive_utc_now from models.dataset import ChildChunk, Dataset, DatasetProcessRule, DocumentSegment from models.dataset import Document as DatasetDocument from models.model import UploadFile from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + class IndexingRunner: def __init__(self): @@ -87,15 +89,15 @@ class IndexingRunner: except ProviderTokenNotInitError as e: dataset_document.indexing_status = "error" dataset_document.error = str(e.description) - dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.stopped_at = naive_utc_now() db.session.commit() except ObjectDeletedError: - logging.warning("Document deleted, document id: %s", dataset_document.id) + logger.warning("Document deleted, document id: %s", dataset_document.id) except Exception as e: - logging.exception("consume document failed") + logger.exception("consume document failed") dataset_document.indexing_status = "error" dataset_document.error = str(e) - dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.stopped_at = naive_utc_now() db.session.commit() def run_in_splitting_status(self, dataset_document: DatasetDocument): @@ -150,13 +152,13 @@ class IndexingRunner: except ProviderTokenNotInitError as e: dataset_document.indexing_status = "error" dataset_document.error = str(e.description) - dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.stopped_at = naive_utc_now() db.session.commit() except Exception as e: - logging.exception("consume document failed") + logger.exception("consume document failed") dataset_document.indexing_status = "error" dataset_document.error = str(e) - dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.stopped_at = naive_utc_now() db.session.commit() def run_in_indexing_status(self, dataset_document: DatasetDocument): @@ -208,13 +210,6 @@ class IndexingRunner: documents.append(document) # build index - # get the process rule - processing_rule = ( - db.session.query(DatasetProcessRule) - .where(DatasetProcessRule.id == dataset_document.dataset_process_rule_id) - .first() - ) - index_type = dataset_document.doc_form index_processor = IndexProcessorFactory(index_type).init_index_processor() self._load( @@ -225,13 +220,13 @@ class IndexingRunner: except ProviderTokenNotInitError as e: dataset_document.indexing_status = "error" dataset_document.error = str(e.description) - dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.stopped_at = naive_utc_now() db.session.commit() except Exception as e: - logging.exception("consume document failed") + logger.exception("consume document failed") dataset_document.indexing_status = "error" dataset_document.error = str(e) - dataset_document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.stopped_at = naive_utc_now() db.session.commit() def indexing_estimate( @@ -321,7 +316,7 @@ class IndexingRunner: try: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed while indexing_estimate, \ image_upload_file_is: %s", upload_file_id, @@ -400,7 +395,7 @@ class IndexingRunner: after_indexing_status="splitting", extra_update_params={ DatasetDocument.word_count: sum(len(text_doc.page_content) for text_doc in text_docs), - DatasetDocument.parsing_completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DatasetDocument.parsing_completed_at: naive_utc_now(), }, ) @@ -583,7 +578,7 @@ class IndexingRunner: after_indexing_status="completed", extra_update_params={ DatasetDocument.tokens: tokens, - DatasetDocument.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DatasetDocument.completed_at: naive_utc_now(), DatasetDocument.indexing_latency: indexing_end_at - indexing_start_at, DatasetDocument.error: None, }, @@ -608,7 +603,7 @@ class IndexingRunner: { DocumentSegment.status: "completed", DocumentSegment.enabled: True, - DocumentSegment.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.completed_at: naive_utc_now(), } ) @@ -639,7 +634,7 @@ class IndexingRunner: { DocumentSegment.status: "completed", DocumentSegment.enabled: True, - DocumentSegment.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.completed_at: naive_utc_now(), } ) @@ -727,7 +722,7 @@ class IndexingRunner: doc_store.add_documents(docs=documents, save_child=dataset_document.doc_form == IndexType.PARENT_CHILD_INDEX) # update document status to indexing - cur_time = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + cur_time = naive_utc_now() self._update_document_index_status( document_id=dataset_document.id, after_indexing_status="indexing", @@ -742,7 +737,7 @@ class IndexingRunner: dataset_document_id=dataset_document.id, update_params={ DocumentSegment.status: "indexing", - DocumentSegment.indexing_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.indexing_at: naive_utc_now(), }, ) pass diff --git a/api/core/llm_generator/llm_generator.py b/api/core/llm_generator/llm_generator.py index 8c1d171688..c5c10f096d 100644 --- a/api/core/llm_generator/llm_generator.py +++ b/api/core/llm_generator/llm_generator.py @@ -31,6 +31,8 @@ from core.workflow.entities.workflow_node_execution import WorkflowNodeExecution from core.workflow.graph_engine.entities.event import AgentLogEvent from models import App, Message, WorkflowNodeExecutionModel, db +logger = logging.getLogger(__name__) + class LLMGenerator: @classmethod @@ -68,7 +70,7 @@ class LLMGenerator: result_dict = json.loads(cleaned_answer) answer = result_dict["Your Output"] except json.JSONDecodeError as e: - logging.exception("Failed to generate name after answer, use query instead") + logger.exception("Failed to generate name after answer, use query instead") answer = query name = answer.strip() @@ -125,7 +127,7 @@ class LLMGenerator: except InvokeError: questions = [] except Exception: - logging.exception("Failed to generate suggested questions after answer") + logger.exception("Failed to generate suggested questions after answer") questions = [] return questions @@ -173,7 +175,7 @@ class LLMGenerator: error = str(e) error_step = "generate rule config" except Exception as e: - logging.exception("Failed to generate rule config, model: %s", model_config.get("name")) + logger.exception("Failed to generate rule config, model: %s", model_config.get("name")) rule_config["error"] = str(e) rule_config["error"] = f"Failed to {error_step}. Error: {error}" if error else "" @@ -270,7 +272,7 @@ class LLMGenerator: error_step = "generate conversation opener" except Exception as e: - logging.exception("Failed to generate rule config, model: %s", model_config.get("name")) + logger.exception("Failed to generate rule config, model: %s", model_config.get("name")) rule_config["error"] = str(e) rule_config["error"] = f"Failed to {error_step}. Error: {error}" if error else "" @@ -319,7 +321,7 @@ class LLMGenerator: error = str(e) return {"code": "", "language": code_language, "error": f"Failed to generate code. Error: {error}"} except Exception as e: - logging.exception( + logger.exception( "Failed to invoke LLM model, model: %s, language: %s", model_config.get("name"), code_language ) return {"code": "", "language": code_language, "error": f"An unexpected error occurred: {str(e)}"} @@ -392,14 +394,13 @@ class LLMGenerator: error = str(e) return {"output": "", "error": f"Failed to generate JSON Schema. Error: {error}"} except Exception as e: - logging.exception("Failed to invoke LLM model, model: %s", model_config.get("name")) + logger.exception("Failed to invoke LLM model, model: %s", model_config.get("name")) return {"output": "", "error": f"An unexpected error occurred: {str(e)}"} @staticmethod def instruction_modify_legacy( tenant_id: str, flow_id: str, current: str, instruction: str, model_config: dict, ideal_output: str | None ) -> dict: - app: App | None = db.session.query(App).where(App.id == flow_id).first() last_run: Message | None = ( db.session.query(Message).where(Message.app_id == flow_id).order_by(Message.created_at.desc()).first() ) @@ -570,5 +571,7 @@ class LLMGenerator: error = str(e) return {"error": f"Failed to generate code. Error: {error}"} except Exception as e: - logging.exception("Failed to invoke LLM model, model: " + json.dumps(model_config.get("name")), exc_info=e) + logger.exception( + "Failed to invoke LLM model, model: %s", json.dumps(model_config.get("name")), exc_info=True + ) return {"error": f"An unexpected error occurred: {str(e)}"} diff --git a/api/core/mcp/mcp_client.py b/api/core/mcp/mcp_client.py index 7d90d51956..d3f97a87cf 100644 --- a/api/core/mcp/mcp_client.py +++ b/api/core/mcp/mcp_client.py @@ -152,7 +152,7 @@ class MCPClient: # ExitStack will handle proper cleanup of all managed context managers self._exit_stack.close() except Exception as e: - logging.exception("Error during cleanup") + logger.exception("Error during cleanup") raise ValueError(f"Error during cleanup: {e}") finally: self._session = None diff --git a/api/core/mcp/session/base_session.py b/api/core/mcp/session/base_session.py index 031f01f411..1bd533581d 100644 --- a/api/core/mcp/session/base_session.py +++ b/api/core/mcp/session/base_session.py @@ -31,6 +31,9 @@ from core.mcp.types import ( SessionMessage, ) +logger = logging.getLogger(__name__) + + SendRequestT = TypeVar("SendRequestT", ClientRequest, ServerRequest) SendResultT = TypeVar("SendResultT", ClientResult, ServerResult) SendNotificationT = TypeVar("SendNotificationT", ClientNotification, ServerNotification) @@ -366,7 +369,7 @@ class BaseSession( self._handle_incoming(notification) except Exception as e: # For other validation errors, log and continue - logging.warning("Failed to validate notification: %s. Message was: %s", e, message.message.root) + logger.warning("Failed to validate notification: %s. Message was: %s", e, message.message.root) else: # Response or error response_queue = self._response_streams.get(message.message.root.id) if response_queue is not None: @@ -376,7 +379,7 @@ class BaseSession( except queue.Empty: continue except Exception: - logging.exception("Error in message processing loop") + logger.exception("Error in message processing loop") raise def _received_request(self, responder: RequestResponder[ReceiveRequestT, SendResultT]) -> None: diff --git a/api/core/model_runtime/entities/llm_entities.py b/api/core/model_runtime/entities/llm_entities.py index 0e1277bc86..dc6032e405 100644 --- a/api/core/model_runtime/entities/llm_entities.py +++ b/api/core/model_runtime/entities/llm_entities.py @@ -3,7 +3,7 @@ from __future__ import annotations from collections.abc import Mapping, Sequence from decimal import Decimal from enum import StrEnum -from typing import Any, Optional +from typing import Any, Optional, TypedDict, Union from pydantic import BaseModel, Field @@ -20,6 +20,26 @@ class LLMMode(StrEnum): CHAT = "chat" +class LLMUsageMetadata(TypedDict, total=False): + """ + TypedDict for LLM usage metadata. + All fields are optional. + """ + + prompt_tokens: int + completion_tokens: int + total_tokens: int + prompt_unit_price: Union[float, str] + completion_unit_price: Union[float, str] + total_price: Union[float, str] + currency: str + prompt_price_unit: Union[float, str] + completion_price_unit: Union[float, str] + prompt_price: Union[float, str] + completion_price: Union[float, str] + latency: float + + class LLMUsage(ModelUsage): """ Model class for llm usage. @@ -56,23 +76,27 @@ class LLMUsage(ModelUsage): ) @classmethod - def from_metadata(cls, metadata: dict) -> LLMUsage: + def from_metadata(cls, metadata: LLMUsageMetadata) -> LLMUsage: """ Create LLMUsage instance from metadata dictionary with default values. Args: - metadata: Dictionary containing usage metadata + metadata: TypedDict containing usage metadata Returns: LLMUsage instance with values from metadata or defaults """ - total_tokens = metadata.get("total_tokens", 0) + prompt_tokens = metadata.get("prompt_tokens", 0) completion_tokens = metadata.get("completion_tokens", 0) - if total_tokens > 0 and completion_tokens == 0: - completion_tokens = total_tokens + total_tokens = metadata.get("total_tokens", 0) + + # If total_tokens is not provided but prompt and completion tokens are, + # calculate total_tokens + if total_tokens == 0 and (prompt_tokens > 0 or completion_tokens > 0): + total_tokens = prompt_tokens + completion_tokens return cls( - prompt_tokens=metadata.get("prompt_tokens", 0), + prompt_tokens=prompt_tokens, completion_tokens=completion_tokens, total_tokens=total_tokens, prompt_unit_price=Decimal(str(metadata.get("prompt_unit_price", 0))), diff --git a/api/core/model_runtime/model_providers/model_provider_factory.py b/api/core/model_runtime/model_providers/model_provider_factory.py index f8590b38f8..24cf69a50b 100644 --- a/api/core/model_runtime/model_providers/model_provider_factory.py +++ b/api/core/model_runtime/model_providers/model_provider_factory.py @@ -201,7 +201,7 @@ class ModelProviderFactory: return filtered_credentials def get_model_schema( - self, *, provider: str, model_type: ModelType, model: str, credentials: dict + self, *, provider: str, model_type: ModelType, model: str, credentials: dict | None ) -> AIModelEntity | None: """ Get model schema diff --git a/api/core/moderation/base.py b/api/core/moderation/base.py index 99bd0049c0..f079478798 100644 --- a/api/core/moderation/base.py +++ b/api/core/moderation/base.py @@ -100,14 +100,14 @@ class Moderation(Extensible, ABC): if not inputs_config.get("preset_response"): raise ValueError("inputs_config.preset_response is required") - if len(inputs_config.get("preset_response", 0)) > 100: + if len(inputs_config.get("preset_response", "0")) > 100: raise ValueError("inputs_config.preset_response must be less than 100 characters") if outputs_config_enabled: if not outputs_config.get("preset_response"): raise ValueError("outputs_config.preset_response is required") - if len(outputs_config.get("preset_response", 0)) > 100: + if len(outputs_config.get("preset_response", "0")) > 100: raise ValueError("outputs_config.preset_response must be less than 100 characters") diff --git a/api/core/ops/aliyun_trace/aliyun_trace.py b/api/core/ops/aliyun_trace/aliyun_trace.py index 82f54582ed..1ddfc4cc29 100644 --- a/api/core/ops/aliyun_trace/aliyun_trace.py +++ b/api/core/ops/aliyun_trace/aliyun_trace.py @@ -306,7 +306,7 @@ class AliyunDataTrace(BaseTraceInstance): node_span = self.build_workflow_task_span(trace_id, workflow_span_id, trace_info, node_execution) return node_span except Exception as e: - logging.debug("Error occurred in build_workflow_node_span: %s", e, exc_info=True) + logger.debug("Error occurred in build_workflow_node_span: %s", e, exc_info=True) return None def get_workflow_node_status(self, node_execution: WorkflowNodeExecution) -> Status: diff --git a/api/core/ops/ops_trace_manager.py b/api/core/ops/ops_trace_manager.py index 7eb5da7e3a..5190080b6c 100644 --- a/api/core/ops/ops_trace_manager.py +++ b/api/core/ops/ops_trace_manager.py @@ -37,6 +37,8 @@ from models.model import App, AppModelConfig, Conversation, Message, MessageFile from models.workflow import WorkflowAppLog, WorkflowRun from tasks.ops_trace_task import process_trace_tasks +logger = logging.getLogger(__name__) + class OpsTraceProviderConfigMap(dict[str, dict[str, Any]]): def __getitem__(self, provider: str) -> dict[str, Any]: @@ -287,7 +289,7 @@ class OpsTraceManager: # create new tracing_instance and update the cache if it absent tracing_instance = trace_instance(config_class(**decrypt_trace_config)) cls.ops_trace_instances_cache[decrypt_trace_config_key] = tracing_instance - logging.info("new tracing_instance for app_id: %s", app_id) + logger.info("new tracing_instance for app_id: %s", app_id) return tracing_instance @classmethod @@ -849,7 +851,7 @@ class TraceQueueManager: trace_task.app_id = self.app_id trace_manager_queue.put(trace_task) except Exception as e: - logging.exception("Error adding trace task, trace_type %s", trace_task.trace_type) + logger.exception("Error adding trace task, trace_type %s", trace_task.trace_type) finally: self.start_timer() @@ -868,7 +870,7 @@ class TraceQueueManager: if tasks: self.send_to_celery(tasks) except Exception as e: - logging.exception("Error processing trace tasks") + logger.exception("Error processing trace tasks") def start_timer(self): global trace_manager_timer diff --git a/api/core/plugin/backwards_invocation/app.py b/api/core/plugin/backwards_invocation/app.py index e8c9bed099..cf62dc6ab6 100644 --- a/api/core/plugin/backwards_invocation/app.py +++ b/api/core/plugin/backwards_invocation/app.py @@ -154,7 +154,7 @@ class PluginAppBackwardsInvocation(BaseBackwardsInvocation): """ workflow = app.workflow if not workflow: - raise ValueError("") + raise ValueError("unexpected app type") return WorkflowAppGenerator().generate( app_model=app, diff --git a/api/core/plugin/impl/agent.py b/api/core/plugin/impl/agent.py index 9575c57ac8..3c994ce70a 100644 --- a/api/core/plugin/impl/agent.py +++ b/api/core/plugin/impl/agent.py @@ -8,6 +8,7 @@ from core.plugin.entities.plugin_daemon import ( ) from core.plugin.entities.request import PluginInvokeContext from core.plugin.impl.base import BasePluginClient +from core.plugin.utils.chunk_merger import merge_blob_chunks class PluginAgentClient(BasePluginClient): @@ -113,4 +114,4 @@ class PluginAgentClient(BasePluginClient): "Content-Type": "application/json", }, ) - return response + return merge_blob_chunks(response) diff --git a/api/core/plugin/impl/base.py b/api/core/plugin/impl/base.py index 6f32498b42..6c65bdb0fd 100644 --- a/api/core/plugin/impl/base.py +++ b/api/core/plugin/impl/base.py @@ -141,11 +141,11 @@ class BasePluginClient: response.raise_for_status() except HTTPError as e: msg = f"Failed to request plugin daemon, status: {e.response.status_code}, url: {path}" - logging.exception(msg) + logger.exception(msg) raise e except Exception as e: msg = f"Failed to request plugin daemon, url: {path}" - logging.exception(msg) + logger.exception(msg) raise ValueError(msg) from e try: @@ -158,7 +158,7 @@ class BasePluginClient: f"Failed to parse response from plugin daemon to PluginDaemonBasicResponse [{str(type.__name__)}]," f" url: {path}" ) - logging.exception(msg) + logger.exception(msg) raise ValueError(msg) if rep.code != 0: diff --git a/api/core/plugin/impl/tool.py b/api/core/plugin/impl/tool.py index 04225f95ee..4c1558efcc 100644 --- a/api/core/plugin/impl/tool.py +++ b/api/core/plugin/impl/tool.py @@ -6,6 +6,7 @@ from pydantic import BaseModel from core.plugin.entities.plugin import GenericProviderID, ToolProviderID from core.plugin.entities.plugin_daemon import PluginBasicBooleanResponse, PluginToolProviderEntity from core.plugin.impl.base import BasePluginClient +from core.plugin.utils.chunk_merger import merge_blob_chunks from core.tools.entities.tool_entities import CredentialType, ToolInvokeMessage, ToolParameter @@ -113,61 +114,7 @@ class PluginToolManager(BasePluginClient): }, ) - class FileChunk: - """ - Only used for internal processing. - """ - - bytes_written: int - total_length: int - data: bytearray - - def __init__(self, total_length: int): - self.bytes_written = 0 - self.total_length = total_length - self.data = bytearray(total_length) - - files: dict[str, FileChunk] = {} - for resp in response: - if resp.type == ToolInvokeMessage.MessageType.BLOB_CHUNK: - assert isinstance(resp.message, ToolInvokeMessage.BlobChunkMessage) - # Get blob chunk information - chunk_id = resp.message.id - total_length = resp.message.total_length - blob_data = resp.message.blob - is_end = resp.message.end - - # Initialize buffer for this file if it doesn't exist - if chunk_id not in files: - files[chunk_id] = FileChunk(total_length) - - # If this is the final chunk, yield a complete blob message - if is_end: - yield ToolInvokeMessage( - type=ToolInvokeMessage.MessageType.BLOB, - message=ToolInvokeMessage.BlobMessage(blob=files[chunk_id].data), - meta=resp.meta, - ) - else: - # Check if file is too large (30MB limit) - if files[chunk_id].bytes_written + len(blob_data) > 30 * 1024 * 1024: - # Delete the file if it's too large - del files[chunk_id] - # Skip yielding this message - raise ValueError("File is too large which reached the limit of 30MB") - - # Check if single chunk is too large (8KB limit) - if len(blob_data) > 8192: - # Skip yielding this message - raise ValueError("File chunk is too large which reached the limit of 8KB") - - # Append the blob data to the buffer - files[chunk_id].data[ - files[chunk_id].bytes_written : files[chunk_id].bytes_written + len(blob_data) - ] = blob_data - files[chunk_id].bytes_written += len(blob_data) - else: - yield resp + return merge_blob_chunks(response) def validate_provider_credentials( self, tenant_id: str, user_id: str, provider: str, credentials: dict[str, Any] diff --git a/api/core/plugin/utils/chunk_merger.py b/api/core/plugin/utils/chunk_merger.py new file mode 100644 index 0000000000..21ca2d8d37 --- /dev/null +++ b/api/core/plugin/utils/chunk_merger.py @@ -0,0 +1,92 @@ +from collections.abc import Generator +from dataclasses import dataclass, field +from typing import TypeVar, Union, cast + +from core.agent.entities import AgentInvokeMessage +from core.tools.entities.tool_entities import ToolInvokeMessage + +MessageType = TypeVar("MessageType", bound=Union[ToolInvokeMessage, AgentInvokeMessage]) + + +@dataclass +class FileChunk: + """ + Buffer for accumulating file chunks during streaming. + """ + + total_length: int + bytes_written: int = field(default=0, init=False) + data: bytearray = field(init=False) + + def __post_init__(self) -> None: + self.data = bytearray(self.total_length) + + +def merge_blob_chunks( + response: Generator[MessageType, None, None], + max_file_size: int = 30 * 1024 * 1024, + max_chunk_size: int = 8192, +) -> Generator[MessageType, None, None]: + """ + Merge streaming blob chunks into complete blob messages. + + This function processes a stream of plugin invoke messages, accumulating + BLOB_CHUNK messages by their ID until the final chunk is received, + then yielding a single complete BLOB message. + + Args: + response: Generator yielding messages that may include blob chunks + max_file_size: Maximum allowed file size in bytes (default: 30MB) + max_chunk_size: Maximum allowed chunk size in bytes (default: 8KB) + + Yields: + Messages from the response stream, with blob chunks merged into complete blobs + + Raises: + ValueError: If file size exceeds max_file_size or chunk size exceeds max_chunk_size + """ + files: dict[str, FileChunk] = {} + + for resp in response: + if resp.type == ToolInvokeMessage.MessageType.BLOB_CHUNK: + assert isinstance(resp.message, ToolInvokeMessage.BlobChunkMessage) + # Get blob chunk information + chunk_id = resp.message.id + total_length = resp.message.total_length + blob_data = resp.message.blob + is_end = resp.message.end + + # Initialize buffer for this file if it doesn't exist + if chunk_id not in files: + files[chunk_id] = FileChunk(total_length) + + # Check if file is too large (before appending) + if files[chunk_id].bytes_written + len(blob_data) > max_file_size: + # Delete the file if it's too large + del files[chunk_id] + raise ValueError(f"File is too large which reached the limit of {max_file_size / 1024 / 1024}MB") + + # Check if single chunk is too large + if len(blob_data) > max_chunk_size: + raise ValueError(f"File chunk is too large which reached the limit of {max_chunk_size / 1024}KB") + + # Append the blob data to the buffer + files[chunk_id].data[files[chunk_id].bytes_written : files[chunk_id].bytes_written + len(blob_data)] = ( + blob_data + ) + files[chunk_id].bytes_written += len(blob_data) + + # If this is the final chunk, yield a complete blob message + if is_end: + # Create the appropriate message type based on the response type + message_class = type(resp) + merged_message = message_class( + type=ToolInvokeMessage.MessageType.BLOB, + message=ToolInvokeMessage.BlobMessage(blob=files[chunk_id].data[: files[chunk_id].bytes_written]), + meta=resp.meta, + ) + yield cast(MessageType, merged_message) + # Clean up the buffer + del files[chunk_id] + else: + yield resp diff --git a/api/core/provider_manager.py b/api/core/provider_manager.py index 39fec951bb..28a4ce0778 100644 --- a/api/core/provider_manager.py +++ b/api/core/provider_manager.py @@ -12,6 +12,7 @@ from configs import dify_config from core.entities.model_entities import DefaultModelEntity, DefaultModelProviderEntity from core.entities.provider_configuration import ProviderConfiguration, ProviderConfigurations, ProviderModelBundle from core.entities.provider_entities import ( + CredentialConfiguration, CustomConfiguration, CustomModelConfiguration, CustomProviderConfiguration, @@ -40,7 +41,9 @@ from extensions.ext_redis import redis_client from models.provider import ( LoadBalancingModelConfig, Provider, + ProviderCredential, ProviderModel, + ProviderModelCredential, ProviderModelSetting, ProviderType, TenantDefaultModel, @@ -488,6 +491,61 @@ class ProviderManager: return provider_name_to_provider_load_balancing_model_configs_dict + @staticmethod + def get_provider_available_credentials(tenant_id: str, provider_name: str) -> list[CredentialConfiguration]: + """ + Get provider all credentials. + + :param tenant_id: workspace id + :param provider_name: provider name + :return: + """ + with Session(db.engine, expire_on_commit=False) as session: + stmt = ( + select(ProviderCredential) + .where(ProviderCredential.tenant_id == tenant_id, ProviderCredential.provider_name == provider_name) + .order_by(ProviderCredential.created_at.desc()) + ) + + available_credentials = session.scalars(stmt).all() + + return [ + CredentialConfiguration(credential_id=credential.id, credential_name=credential.credential_name) + for credential in available_credentials + ] + + @staticmethod + def get_provider_model_available_credentials( + tenant_id: str, provider_name: str, model_name: str, model_type: str + ) -> list[CredentialConfiguration]: + """ + Get provider custom model all credentials. + + :param tenant_id: workspace id + :param provider_name: provider name + :param model_name: model name + :param model_type: model type + :return: + """ + with Session(db.engine, expire_on_commit=False) as session: + stmt = ( + select(ProviderModelCredential) + .where( + ProviderModelCredential.tenant_id == tenant_id, + ProviderModelCredential.provider_name == provider_name, + ProviderModelCredential.model_name == model_name, + ProviderModelCredential.model_type == model_type, + ) + .order_by(ProviderModelCredential.created_at.desc()) + ) + + available_credentials = session.scalars(stmt).all() + + return [ + CredentialConfiguration(credential_id=credential.id, credential_name=credential.credential_name) + for credential in available_credentials + ] + @staticmethod def _init_trial_provider_records( tenant_id: str, provider_name_to_provider_records_dict: dict[str, list[Provider]] @@ -590,9 +648,6 @@ class ProviderManager: if provider_record.provider_type == ProviderType.SYSTEM.value: continue - if not provider_record.encrypted_config: - continue - custom_provider_record = provider_record # Get custom provider credentials @@ -611,8 +666,8 @@ class ProviderManager: try: # fix origin data if custom_provider_record.encrypted_config is None: - raise ValueError("No credentials found") - if not custom_provider_record.encrypted_config.startswith("{"): + provider_credentials = {} + elif not custom_provider_record.encrypted_config.startswith("{"): provider_credentials = {"openai_api_key": custom_provider_record.encrypted_config} else: provider_credentials = json.loads(custom_provider_record.encrypted_config) @@ -637,7 +692,14 @@ class ProviderManager: else: provider_credentials = cached_provider_credentials - custom_provider_configuration = CustomProviderConfiguration(credentials=provider_credentials) + custom_provider_configuration = CustomProviderConfiguration( + credentials=provider_credentials, + current_credential_name=custom_provider_record.credential_name, + current_credential_id=custom_provider_record.credential_id, + available_credentials=self.get_provider_available_credentials( + tenant_id, custom_provider_record.provider_name + ), + ) # Get provider model credential secret variables model_credential_secret_variables = self._extract_secret_variables( @@ -649,8 +711,12 @@ class ProviderManager: # Get custom provider model credentials custom_model_configurations = [] for provider_model_record in provider_model_records: - if not provider_model_record.encrypted_config: - continue + available_model_credentials = self.get_provider_model_available_credentials( + tenant_id, + provider_model_record.provider_name, + provider_model_record.model_name, + provider_model_record.model_type, + ) provider_model_credentials_cache = ProviderCredentialsCache( tenant_id=tenant_id, identity_id=provider_model_record.id, cache_type=ProviderCredentialsCacheType.MODEL @@ -659,7 +725,7 @@ class ProviderManager: # Get cached provider model credentials cached_provider_model_credentials = provider_model_credentials_cache.get() - if not cached_provider_model_credentials: + if not cached_provider_model_credentials and provider_model_record.encrypted_config: try: provider_model_credentials = json.loads(provider_model_record.encrypted_config) except JSONDecodeError: @@ -688,6 +754,9 @@ class ProviderManager: model=provider_model_record.model_name, model_type=ModelType.value_of(provider_model_record.model_type), credentials=provider_model_credentials, + current_credential_id=provider_model_record.credential_id, + current_credential_name=provider_model_record.credential_name, + available_model_credentials=available_model_credentials, ) ) @@ -899,6 +968,18 @@ class ProviderManager: load_balancing_model_config.model_name == provider_model_setting.model_name and load_balancing_model_config.model_type == provider_model_setting.model_type ): + if load_balancing_model_config.name == "__delete__": + # to calculate current model whether has invalidate lb configs + load_balancing_configs.append( + ModelLoadBalancingConfiguration( + id=load_balancing_model_config.id, + name=load_balancing_model_config.name, + credentials={}, + credential_source_type=load_balancing_model_config.credential_source_type, + ) + ) + continue + if not load_balancing_model_config.enabled: continue @@ -955,6 +1036,7 @@ class ProviderManager: id=load_balancing_model_config.id, name=load_balancing_model_config.name, credentials=provider_model_credentials, + credential_source_type=load_balancing_model_config.credential_source_type, ) ) diff --git a/api/core/rag/datasource/vdb/milvus/milvus_vector.py b/api/core/rag/datasource/vdb/milvus/milvus_vector.py index d64f366e0e..8ae616fa77 100644 --- a/api/core/rag/datasource/vdb/milvus/milvus_vector.py +++ b/api/core/rag/datasource/vdb/milvus/milvus_vector.py @@ -101,7 +101,7 @@ class MilvusVector(BaseVector): if "Zilliz Cloud" in milvus_version: return True # For standard Milvus installations, check version number - return version.parse(milvus_version).base_version >= version.parse("2.5.0").base_version + return version.parse(milvus_version) >= version.parse("2.5.0") except Exception as e: logger.warning("Failed to check Milvus version: %s. Disabling hybrid search.", str(e)) return False @@ -259,8 +259,16 @@ class MilvusVector(BaseVector): """ Search for documents by full-text search (if hybrid search is enabled). """ - if not self._hybrid_search_enabled or not self.field_exists(Field.SPARSE_VECTOR.value): - logger.warning("Full-text search is not supported in current Milvus version (requires >= 2.5.0)") + if not self._hybrid_search_enabled: + logger.warning( + "Full-text search is disabled: set MILVUS_ENABLE_HYBRID_SEARCH=true (requires Milvus >= 2.5.0)." + ) + return [] + if not self.field_exists(Field.SPARSE_VECTOR.value): + logger.warning( + "Full-text search unavailable: collection missing 'sparse_vector' field; " + "recreate the collection after enabling MILVUS_ENABLE_HYBRID_SEARCH to add BM25 sparse index." + ) return [] document_ids_filter = kwargs.get("document_ids_filter") filter = "" diff --git a/api/core/rag/datasource/vdb/myscale/myscale_vector.py b/api/core/rag/datasource/vdb/myscale/myscale_vector.py index d5ec4b4436..99f766a88a 100644 --- a/api/core/rag/datasource/vdb/myscale/myscale_vector.py +++ b/api/core/rag/datasource/vdb/myscale/myscale_vector.py @@ -15,6 +15,8 @@ from core.rag.embedding.embedding_base import Embeddings from core.rag.models.document import Document from models.dataset import Dataset +logger = logging.getLogger(__name__) + class MyScaleConfig(BaseModel): host: str @@ -53,7 +55,7 @@ class MyScaleVector(BaseVector): return self.add_texts(documents=texts, embeddings=embeddings, **kwargs) def _create_collection(self, dimension: int): - logging.info("create MyScale collection %s with dimension %s", self._collection_name, dimension) + logger.info("create MyScale collection %s with dimension %s", self._collection_name, dimension) self._client.command(f"CREATE DATABASE IF NOT EXISTS {self._config.database}") fts_params = f"('{self._config.fts_params}')" if self._config.fts_params else "" sql = f""" @@ -151,7 +153,7 @@ class MyScaleVector(BaseVector): for r in self._client.query(sql).named_results() ] except Exception as e: - logging.exception("\033[91m\033[1m%s\033[0m \033[95m%s\033[0m", type(e), str(e)) # noqa:TRY401 + logger.exception("\033[91m\033[1m%s\033[0m \033[95m%s\033[0m", type(e), str(e)) # noqa:TRY401 return [] def delete(self) -> None: diff --git a/api/core/rag/datasource/vdb/oceanbase/oceanbase_vector.py b/api/core/rag/datasource/vdb/oceanbase/oceanbase_vector.py index 8efe105bbf..556d03940e 100644 --- a/api/core/rag/datasource/vdb/oceanbase/oceanbase_vector.py +++ b/api/core/rag/datasource/vdb/oceanbase/oceanbase_vector.py @@ -152,7 +152,7 @@ class OceanBaseVector(BaseVector): ob_full_version = result.fetchone()[0] ob_version = ob_full_version.split()[1] logger.debug("Current OceanBase version is %s", ob_version) - return version.parse(ob_version).base_version >= version.parse("4.3.5.1").base_version + return version.parse(ob_version) >= version.parse("4.3.5.1") except Exception as e: logger.warning("Failed to check OceanBase version: %s. Disabling hybrid search.", str(e)) return False diff --git a/api/core/rag/datasource/vdb/oracle/oraclevector.py b/api/core/rag/datasource/vdb/oracle/oraclevector.py index 303c3fe31c..0956914070 100644 --- a/api/core/rag/datasource/vdb/oracle/oraclevector.py +++ b/api/core/rag/datasource/vdb/oracle/oraclevector.py @@ -188,14 +188,17 @@ class OracleVector(BaseVector): def text_exists(self, id: str) -> bool: with self._get_connection() as conn: with conn.cursor() as cur: - cur.execute(f"SELECT id FROM {self.table_name} WHERE id = '%s'" % (id,)) + cur.execute(f"SELECT id FROM {self.table_name} WHERE id = :1", (id,)) return cur.fetchone() is not None conn.close() def get_by_ids(self, ids: list[str]) -> list[Document]: + if not ids: + return [] with self._get_connection() as conn: with conn.cursor() as cur: - cur.execute(f"SELECT meta, text FROM {self.table_name} WHERE id IN %s", (tuple(ids),)) + placeholders = ", ".join(f":{i + 1}" for i in range(len(ids))) + cur.execute(f"SELECT meta, text FROM {self.table_name} WHERE id IN ({placeholders})", ids) docs = [] for record in cur: docs.append(Document(page_content=record[1], metadata=record[0])) @@ -208,14 +211,15 @@ class OracleVector(BaseVector): return with self._get_connection() as conn: with conn.cursor() as cur: - cur.execute(f"DELETE FROM {self.table_name} WHERE id IN %s" % (tuple(ids),)) + placeholders = ", ".join(f":{i + 1}" for i in range(len(ids))) + cur.execute(f"DELETE FROM {self.table_name} WHERE id IN ({placeholders})", ids) conn.commit() conn.close() def delete_by_metadata_field(self, key: str, value: str) -> None: with self._get_connection() as conn: with conn.cursor() as cur: - cur.execute(f"DELETE FROM {self.table_name} WHERE meta->>%s = %s", (key, value)) + cur.execute(f"DELETE FROM {self.table_name} WHERE JSON_VALUE(meta, '$." + key + "') = :1", (value,)) conn.commit() conn.close() @@ -227,12 +231,20 @@ class OracleVector(BaseVector): :param top_k: The number of nearest neighbors to return, default is 5. :return: List of Documents that are nearest to the query vector. """ + # Validate and sanitize top_k to prevent SQL injection top_k = kwargs.get("top_k", 4) + if not isinstance(top_k, int) or top_k <= 0 or top_k > 10000: + top_k = 4 # Use default if invalid + document_ids_filter = kwargs.get("document_ids_filter") where_clause = "" + params = [numpy.array(query_vector)] + if document_ids_filter: - document_ids = ", ".join(f"'{id}'" for id in document_ids_filter) - where_clause = f"WHERE metadata->>'document_id' in ({document_ids})" + placeholders = ", ".join(f":{i + 2}" for i in range(len(document_ids_filter))) + where_clause = f"WHERE JSON_VALUE(meta, '$.document_id') IN ({placeholders})" + params.extend(document_ids_filter) + with self._get_connection() as conn: conn.inputtypehandler = self.input_type_handler conn.outputtypehandler = self.output_type_handler @@ -241,7 +253,7 @@ class OracleVector(BaseVector): f"""SELECT meta, text, vector_distance(embedding,(select to_vector(:1) from dual),cosine) AS distance FROM {self.table_name} {where_clause} ORDER BY distance fetch first {top_k} rows only""", - [numpy.array(query_vector)], + params, ) docs = [] score_threshold = float(kwargs.get("score_threshold") or 0.0) @@ -259,9 +271,11 @@ class OracleVector(BaseVector): import nltk # type: ignore from nltk.corpus import stopwords # type: ignore + # Validate and sanitize top_k to prevent SQL injection top_k = kwargs.get("top_k", 5) + if not isinstance(top_k, int) or top_k <= 0 or top_k > 10000: + top_k = 5 # Use default if invalid # just not implement fetch by score_threshold now, may be later - score_threshold = float(kwargs.get("score_threshold") or 0.0) if len(query) > 0: # Check which language the query is in zh_pattern = re.compile("[\u4e00-\u9fa5]+") @@ -297,14 +311,21 @@ class OracleVector(BaseVector): with conn.cursor() as cur: document_ids_filter = kwargs.get("document_ids_filter") where_clause = "" + params: dict[str, Any] = {"kk": " ACCUM ".join(entities)} + if document_ids_filter: - document_ids = ", ".join(f"'{id}'" for id in document_ids_filter) - where_clause = f" AND metadata->>'document_id' in ({document_ids}) " + placeholders = [] + for i, doc_id in enumerate(document_ids_filter): + param_name = f"doc_id_{i}" + placeholders.append(f":{param_name}") + params[param_name] = doc_id + where_clause = f" AND JSON_VALUE(meta, '$.document_id') IN ({', '.join(placeholders)}) " + cur.execute( f"""select meta, text, embedding FROM {self.table_name} WHERE CONTAINS(text, :kk, 1) > 0 {where_clause} order by score(1) desc fetch first {top_k} rows only""", - kk=" ACCUM ".join(entities), + params, ) docs = [] for record in cur: diff --git a/api/core/rag/datasource/vdb/pgvector/pgvector.py b/api/core/rag/datasource/vdb/pgvector/pgvector.py index 746773da63..a2985b9d00 100644 --- a/api/core/rag/datasource/vdb/pgvector/pgvector.py +++ b/api/core/rag/datasource/vdb/pgvector/pgvector.py @@ -19,6 +19,8 @@ from core.rag.models.document import Document from extensions.ext_redis import redis_client from models.dataset import Dataset +logger = logging.getLogger(__name__) + class PGVectorConfig(BaseModel): host: str @@ -155,7 +157,7 @@ class PGVector(BaseVector): cur.execute(f"DELETE FROM {self.table_name} WHERE id IN %s", (tuple(ids),)) except psycopg2.errors.UndefinedTable: # table not exists - logging.warning("Table %s not found, skipping delete operation.", self.table_name) + logger.warning("Table %s not found, skipping delete operation.", self.table_name) return except Exception as e: raise e diff --git a/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py b/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py index 91d667ff2c..e66959045f 100644 --- a/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py +++ b/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py @@ -17,6 +17,8 @@ from core.rag.models.document import Document from extensions.ext_redis import redis_client from models import Dataset +logger = logging.getLogger(__name__) + class TableStoreConfig(BaseModel): access_key_id: Optional[str] = None @@ -145,7 +147,7 @@ class TableStoreVector(BaseVector): with redis_client.lock(lock_name, timeout=20): collection_exist_cache_key = f"vector_indexing_{self._collection_name}" if redis_client.get(collection_exist_cache_key): - logging.info("Collection %s already exists.", self._collection_name) + logger.info("Collection %s already exists.", self._collection_name) return self._create_table_if_not_exist() @@ -155,7 +157,7 @@ class TableStoreVector(BaseVector): def _create_table_if_not_exist(self) -> None: table_list = self._tablestore_client.list_table() if self._table_name in table_list: - logging.info("Tablestore system table[%s] already exists", self._table_name) + logger.info("Tablestore system table[%s] already exists", self._table_name) return None schema_of_primary_key = [("id", "STRING")] @@ -163,12 +165,12 @@ class TableStoreVector(BaseVector): table_options = tablestore.TableOptions() reserved_throughput = tablestore.ReservedThroughput(tablestore.CapacityUnit(0, 0)) self._tablestore_client.create_table(table_meta, table_options, reserved_throughput) - logging.info("Tablestore create table[%s] successfully.", self._table_name) + logger.info("Tablestore create table[%s] successfully.", self._table_name) def _create_search_index_if_not_exist(self, dimension: int) -> None: search_index_list = self._tablestore_client.list_search_index(table_name=self._table_name) if self._index_name in [t[1] for t in search_index_list]: - logging.info("Tablestore system index[%s] already exists", self._index_name) + logger.info("Tablestore system index[%s] already exists", self._index_name) return None field_schemas = [ @@ -206,20 +208,20 @@ class TableStoreVector(BaseVector): index_meta = tablestore.SearchIndexMeta(field_schemas) self._tablestore_client.create_search_index(self._table_name, self._index_name, index_meta) - logging.info("Tablestore create system index[%s] successfully.", self._index_name) + logger.info("Tablestore create system index[%s] successfully.", self._index_name) def _delete_table_if_exist(self): search_index_list = self._tablestore_client.list_search_index(table_name=self._table_name) for resp_tuple in search_index_list: self._tablestore_client.delete_search_index(resp_tuple[0], resp_tuple[1]) - logging.info("Tablestore delete index[%s] successfully.", self._index_name) + logger.info("Tablestore delete index[%s] successfully.", self._index_name) self._tablestore_client.delete_table(self._table_name) - logging.info("Tablestore delete system table[%s] successfully.", self._index_name) + logger.info("Tablestore delete system table[%s] successfully.", self._index_name) def _delete_search_index(self) -> None: self._tablestore_client.delete_search_index(self._table_name, self._index_name) - logging.info("Tablestore delete index[%s] successfully.", self._index_name) + logger.info("Tablestore delete index[%s] successfully.", self._index_name) def _write_row(self, primary_key: str, attributes: dict[str, Any]) -> None: pk = [("id", primary_key)] diff --git a/api/core/rag/datasource/vdb/tidb_vector/tidb_vector.py b/api/core/rag/datasource/vdb/tidb_vector/tidb_vector.py index f8a851a246..e5492cb7f3 100644 --- a/api/core/rag/datasource/vdb/tidb_vector/tidb_vector.py +++ b/api/core/rag/datasource/vdb/tidb_vector/tidb_vector.py @@ -83,14 +83,14 @@ class TiDBVector(BaseVector): self._dimension = 1536 def create(self, texts: list[Document], embeddings: list[list[float]], **kwargs): - logger.info("create collection and add texts, collection_name: " + self._collection_name) + logger.info("create collection and add texts, collection_name: %s", self._collection_name) self._create_collection(len(embeddings[0])) self.add_texts(texts, embeddings) self._dimension = len(embeddings[0]) pass def _create_collection(self, dimension: int): - logger.info("_create_collection, collection_name " + self._collection_name) + logger.info("_create_collection, collection_name %s", self._collection_name) lock_name = f"vector_indexing_lock_{self._collection_name}" with redis_client.lock(lock_name, timeout=20): collection_exist_cache_key = f"vector_indexing_{self._collection_name}" diff --git a/api/core/rag/embedding/cached_embedding.py b/api/core/rag/embedding/cached_embedding.py index 9848a28384..e27c1f0594 100644 --- a/api/core/rag/embedding/cached_embedding.py +++ b/api/core/rag/embedding/cached_embedding.py @@ -75,7 +75,7 @@ class CacheEmbedding(Embeddings): except IntegrityError: db.session.rollback() except Exception: - logging.exception("Failed transform embedding") + logger.exception("Failed transform embedding") cache_embeddings = [] try: for i, n_embedding in zip(embedding_queue_indices, embedding_queue_embeddings): @@ -95,7 +95,7 @@ class CacheEmbedding(Embeddings): db.session.rollback() except Exception as ex: db.session.rollback() - logger.exception("Failed to embed documents: %s") + logger.exception("Failed to embed documents") raise ex return text_embeddings @@ -122,7 +122,7 @@ class CacheEmbedding(Embeddings): raise ValueError("Normalized embedding is nan please try again") except Exception as ex: if dify_config.DEBUG: - logging.exception("Failed to embed query text '%s...(%s chars)'", text[:10], len(text)) + logger.exception("Failed to embed query text '%s...(%s chars)'", text[:10], len(text)) raise ex try: @@ -136,7 +136,7 @@ class CacheEmbedding(Embeddings): redis_client.setex(embedding_cache_key, 600, encoded_str) except Exception as ex: if dify_config.DEBUG: - logging.exception( + logger.exception( "Failed to add embedding to redis for the text '%s...(%s chars)'", text[:10], len(text) ) raise ex diff --git a/api/core/rag/extractor/word_extractor.py b/api/core/rag/extractor/word_extractor.py index 0eff7c186a..f3b162e3d3 100644 --- a/api/core/rag/extractor/word_extractor.py +++ b/api/core/rag/extractor/word_extractor.py @@ -1,6 +1,5 @@ """Abstract interface for document loader implementations.""" -import datetime import logging import mimetypes import os @@ -19,6 +18,7 @@ from core.rag.extractor.extractor_base import BaseExtractor from core.rag.models.document import Document from extensions.ext_database import db from extensions.ext_storage import storage +from libs.datetime_utils import naive_utc_now from models.enums import CreatorUserRole from models.model import UploadFile @@ -117,10 +117,10 @@ class WordExtractor(BaseExtractor): mime_type=mime_type or "", created_by=self.user_id, created_by_role=CreatorUserRole.ACCOUNT, - created_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + created_at=naive_utc_now(), used=True, used_by=self.user_id, - used_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + used_at=naive_utc_now(), ) db.session.add(upload_file) diff --git a/api/core/rag/index_processor/processor/qa_index_processor.py b/api/core/rag/index_processor/processor/qa_index_processor.py index 75f3153697..609a8aafa1 100644 --- a/api/core/rag/index_processor/processor/qa_index_processor.py +++ b/api/core/rag/index_processor/processor/qa_index_processor.py @@ -23,6 +23,8 @@ from libs import helper from models.dataset import Dataset from services.entities.knowledge_entities.knowledge_entities import Rule +logger = logging.getLogger(__name__) + class QAIndexProcessor(BaseIndexProcessor): def extract(self, extract_setting: ExtractSetting, **kwargs) -> list[Document]: @@ -182,7 +184,7 @@ class QAIndexProcessor(BaseIndexProcessor): qa_documents.append(qa_document) format_documents.extend(qa_documents) except Exception as e: - logging.exception("Failed to format qa document") + logger.exception("Failed to format qa document") all_qa_documents.extend(format_documents) diff --git a/api/core/rag/rerank/weight_rerank.py b/api/core/rag/rerank/weight_rerank.py index cbc96037bf..80de746e29 100644 --- a/api/core/rag/rerank/weight_rerank.py +++ b/api/core/rag/rerank/weight_rerank.py @@ -39,9 +39,16 @@ class WeightRerankRunner(BaseRerankRunner): unique_documents = [] doc_ids = set() for document in documents: - if document.metadata is not None and document.metadata["doc_id"] not in doc_ids: + if ( + document.provider == "dify" + and document.metadata is not None + and document.metadata["doc_id"] not in doc_ids + ): doc_ids.add(document.metadata["doc_id"]) unique_documents.append(document) + else: + if document not in unique_documents: + unique_documents.append(document) documents = unique_documents diff --git a/api/core/repositories/factory.py b/api/core/repositories/factory.py index 09c775f3a6..854c122331 100644 --- a/api/core/repositories/factory.py +++ b/api/core/repositories/factory.py @@ -5,10 +5,7 @@ This module provides a Django-like settings system for repository implementation allowing users to configure different repository backends through string paths. """ -import importlib -import inspect -import logging -from typing import Protocol, Union +from typing import Union from sqlalchemy.engine import Engine from sqlalchemy.orm import sessionmaker @@ -16,12 +13,11 @@ from sqlalchemy.orm import sessionmaker from configs import dify_config from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository +from libs.module_loading import import_string from models import Account, EndUser from models.enums import WorkflowRunTriggeredFrom from models.workflow import WorkflowNodeExecutionTriggeredFrom -logger = logging.getLogger(__name__) - class RepositoryImportError(Exception): """Raised when a repository implementation cannot be imported or instantiated.""" @@ -37,96 +33,6 @@ class DifyCoreRepositoryFactory: are specified as module paths (e.g., 'module.submodule.ClassName'). """ - @staticmethod - def _import_class(class_path: str) -> type: - """ - Import a class from a module path string. - - Args: - class_path: Full module path to the class (e.g., 'module.submodule.ClassName') - - Returns: - The imported class - - Raises: - RepositoryImportError: If the class cannot be imported - """ - try: - module_path, class_name = class_path.rsplit(".", 1) - module = importlib.import_module(module_path) - repo_class = getattr(module, class_name) - assert isinstance(repo_class, type) - return repo_class - except (ValueError, ImportError, AttributeError) as e: - raise RepositoryImportError(f"Cannot import repository class '{class_path}': {e}") from e - - @staticmethod - def _validate_repository_interface(repository_class: type, expected_interface: type[Protocol]) -> None: # type: ignore - """ - Validate that a class implements the expected repository interface. - - Args: - repository_class: The class to validate - expected_interface: The expected interface/protocol - - Raises: - RepositoryImportError: If the class doesn't implement the interface - """ - # Check if the class has all required methods from the protocol - required_methods = [ - method - for method in dir(expected_interface) - if not method.startswith("_") and callable(getattr(expected_interface, method, None)) - ] - - missing_methods = [] - for method_name in required_methods: - if not hasattr(repository_class, method_name): - missing_methods.append(method_name) - - if missing_methods: - raise RepositoryImportError( - f"Repository class '{repository_class.__name__}' does not implement required methods " - f"{missing_methods} from interface '{expected_interface.__name__}'" - ) - - @staticmethod - def _validate_constructor_signature(repository_class: type, required_params: list[str]) -> None: - """ - Validate that a repository class constructor accepts required parameters. - Args: - repository_class: The class to validate - required_params: List of required parameter names - Raises: - RepositoryImportError: If the constructor doesn't accept required parameters - """ - - try: - # MyPy may flag the line below with the following error: - # - # > Accessing "__init__" on an instance is unsound, since - # > instance.__init__ could be from an incompatible subclass. - # - # Despite this, we need to ensure that the constructor of `repository_class` - # has a compatible signature. - signature = inspect.signature(repository_class.__init__) # type: ignore[misc] - param_names = list(signature.parameters.keys()) - - # Remove 'self' parameter - if "self" in param_names: - param_names.remove("self") - - missing_params = [param for param in required_params if param not in param_names] - if missing_params: - raise RepositoryImportError( - f"Repository class '{repository_class.__name__}' constructor does not accept required parameters: " - f"{missing_params}. Expected parameters: {required_params}" - ) - except Exception as e: - raise RepositoryImportError( - f"Failed to validate constructor signature for '{repository_class.__name__}': {e}" - ) from e - @classmethod def create_workflow_execution_repository( cls, @@ -151,24 +57,16 @@ class DifyCoreRepositoryFactory: RepositoryImportError: If the configured repository cannot be created """ class_path = dify_config.CORE_WORKFLOW_EXECUTION_REPOSITORY - logger.debug("Creating WorkflowExecutionRepository from: %s", class_path) try: - repository_class = cls._import_class(class_path) - cls._validate_repository_interface(repository_class, WorkflowExecutionRepository) - - # All repository types now use the same constructor parameters + repository_class = import_string(class_path) return repository_class( # type: ignore[no-any-return] session_factory=session_factory, user=user, app_id=app_id, triggered_from=triggered_from, ) - except RepositoryImportError: - # Re-raise our custom errors as-is - raise - except Exception as e: - logger.exception("Failed to create WorkflowExecutionRepository") + except (ImportError, Exception) as e: raise RepositoryImportError(f"Failed to create WorkflowExecutionRepository from '{class_path}': {e}") from e @classmethod @@ -195,24 +93,16 @@ class DifyCoreRepositoryFactory: RepositoryImportError: If the configured repository cannot be created """ class_path = dify_config.CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY - logger.debug("Creating WorkflowNodeExecutionRepository from: %s", class_path) try: - repository_class = cls._import_class(class_path) - cls._validate_repository_interface(repository_class, WorkflowNodeExecutionRepository) - - # All repository types now use the same constructor parameters + repository_class = import_string(class_path) return repository_class( # type: ignore[no-any-return] session_factory=session_factory, user=user, app_id=app_id, triggered_from=triggered_from, ) - except RepositoryImportError: - # Re-raise our custom errors as-is - raise - except Exception as e: - logger.exception("Failed to create WorkflowNodeExecutionRepository") + except (ImportError, Exception) as e: raise RepositoryImportError( f"Failed to create WorkflowNodeExecutionRepository from '{class_path}': {e}" ) from e diff --git a/api/core/tools/custom_tool/tool.py b/api/core/tools/custom_tool/tool.py index 3c0bfa5240..97342640f5 100644 --- a/api/core/tools/custom_tool/tool.py +++ b/api/core/tools/custom_tool/tool.py @@ -275,35 +275,30 @@ class ApiTool(Tool): if files: headers.pop("Content-Type", None) - if method in { - "get", - "head", - "post", - "put", - "delete", - "patch", - "options", - "GET", - "POST", - "PUT", - "PATCH", - "DELETE", - "HEAD", - "OPTIONS", - }: - response: httpx.Response = getattr(ssrf_proxy, method.lower())( - url, - params=params, - headers=headers, - cookies=cookies, - data=body, - files=files, - timeout=API_TOOL_DEFAULT_TIMEOUT, - follow_redirects=True, - ) - return response - else: + _METHOD_MAP = { + "get": ssrf_proxy.get, + "head": ssrf_proxy.head, + "post": ssrf_proxy.post, + "put": ssrf_proxy.put, + "delete": ssrf_proxy.delete, + "patch": ssrf_proxy.patch, + } + method_lc = method.lower() + if method_lc not in _METHOD_MAP: raise ValueError(f"Invalid http method {method}") + response: httpx.Response = _METHOD_MAP[ + method_lc + ]( # https://discuss.python.org/t/type-inference-for-function-return-types/42926 + url, + params=params, + headers=headers, + cookies=cookies, + data=body, + files=files, + timeout=API_TOOL_DEFAULT_TIMEOUT, + follow_redirects=True, + ) + return response def _convert_body_property_any_of( self, property: dict[str, Any], value: Any, any_of: list[dict[str, Any]], max_recursive=10 diff --git a/api/core/tools/tool_engine.py b/api/core/tools/tool_engine.py index 10db4d9503..c3fdc37303 100644 --- a/api/core/tools/tool_engine.py +++ b/api/core/tools/tool_engine.py @@ -280,7 +280,7 @@ class ToolEngine: mimetype = "image/jpeg" yield ToolInvokeMessageBinary( - mimetype=response.meta.get("mime_type", "image/jpeg"), + mimetype=response.meta.get("mime_type", mimetype), url=cast(ToolInvokeMessage.TextMessage, response.message).text, ) elif response.type == ToolInvokeMessage.MessageType.BLOB: diff --git a/api/core/tools/tool_manager.py b/api/core/tools/tool_manager.py index 2089313b08..3454ec3489 100644 --- a/api/core/tools/tool_manager.py +++ b/api/core/tools/tool_manager.py @@ -9,6 +9,7 @@ from typing import TYPE_CHECKING, Any, Literal, Optional, Union, cast import sqlalchemy as sa from pydantic import TypeAdapter +from sqlalchemy.orm import Session from yarl import URL import contexts @@ -617,8 +618,9 @@ class ToolManager: WHERE tenant_id = :tenant_id ORDER BY tenant_id, provider, is_default DESC, created_at DESC """ - ids = [row.id for row in db.session.execute(sa.text(sql), {"tenant_id": tenant_id}).all()] - return db.session.query(BuiltinToolProvider).where(BuiltinToolProvider.id.in_(ids)).all() + with Session(db.engine, autoflush=False) as session: + ids = [row.id for row in session.execute(sa.text(sql), {"tenant_id": tenant_id}).all()] + return session.query(BuiltinToolProvider).where(BuiltinToolProvider.id.in_(ids)).all() @classmethod def list_providers_from_api( diff --git a/api/core/variables/segments.py b/api/core/variables/segments.py index a99f5eece3..9e7616874e 100644 --- a/api/core/variables/segments.py +++ b/api/core/variables/segments.py @@ -151,6 +151,11 @@ class FileSegment(Segment): return "" +class BooleanSegment(Segment): + value_type: SegmentType = SegmentType.BOOLEAN + value: bool + + class ArrayAnySegment(ArraySegment): value_type: SegmentType = SegmentType.ARRAY_ANY value: Sequence[Any] @@ -198,6 +203,11 @@ class ArrayFileSegment(ArraySegment): return "" +class ArrayBooleanSegment(ArraySegment): + value_type: SegmentType = SegmentType.ARRAY_BOOLEAN + value: Sequence[bool] + + def get_segment_discriminator(v: Any) -> SegmentType | None: if isinstance(v, Segment): return v.value_type @@ -231,11 +241,13 @@ SegmentUnion: TypeAlias = Annotated[ | Annotated[IntegerSegment, Tag(SegmentType.INTEGER)] | Annotated[ObjectSegment, Tag(SegmentType.OBJECT)] | Annotated[FileSegment, Tag(SegmentType.FILE)] + | Annotated[BooleanSegment, Tag(SegmentType.BOOLEAN)] | Annotated[ArrayAnySegment, Tag(SegmentType.ARRAY_ANY)] | Annotated[ArrayStringSegment, Tag(SegmentType.ARRAY_STRING)] | Annotated[ArrayNumberSegment, Tag(SegmentType.ARRAY_NUMBER)] | Annotated[ArrayObjectSegment, Tag(SegmentType.ARRAY_OBJECT)] | Annotated[ArrayFileSegment, Tag(SegmentType.ARRAY_FILE)] + | Annotated[ArrayBooleanSegment, Tag(SegmentType.ARRAY_BOOLEAN)] ), Discriminator(get_segment_discriminator), ] diff --git a/api/core/variables/types.py b/api/core/variables/types.py index 6629056042..55f8ae3c72 100644 --- a/api/core/variables/types.py +++ b/api/core/variables/types.py @@ -6,7 +6,12 @@ from core.file.models import File class ArrayValidation(StrEnum): - """Strategy for validating array elements""" + """Strategy for validating array elements. + + Note: + The `NONE` and `FIRST` strategies are primarily for compatibility purposes. + Avoid using them in new code whenever possible. + """ # Skip element validation (only check array container) NONE = "none" @@ -27,12 +32,14 @@ class SegmentType(StrEnum): SECRET = "secret" FILE = "file" + BOOLEAN = "boolean" ARRAY_ANY = "array[any]" ARRAY_STRING = "array[string]" ARRAY_NUMBER = "array[number]" ARRAY_OBJECT = "array[object]" ARRAY_FILE = "array[file]" + ARRAY_BOOLEAN = "array[boolean]" NONE = "none" @@ -76,12 +83,18 @@ class SegmentType(StrEnum): return SegmentType.ARRAY_FILE case SegmentType.NONE: return SegmentType.ARRAY_ANY + case SegmentType.BOOLEAN: + return SegmentType.ARRAY_BOOLEAN case _: # This should be unreachable. raise ValueError(f"not supported value {value}") if value is None: return SegmentType.NONE - elif isinstance(value, int) and not isinstance(value, bool): + # Important: The check for `bool` must precede the check for `int`, + # as `bool` is a subclass of `int` in Python's type hierarchy. + elif isinstance(value, bool): + return SegmentType.BOOLEAN + elif isinstance(value, int): return SegmentType.INTEGER elif isinstance(value, float): return SegmentType.FLOAT @@ -111,7 +124,7 @@ class SegmentType(StrEnum): else: return all(element_type.is_valid(i, array_validation=ArrayValidation.NONE) for i in value) - def is_valid(self, value: Any, array_validation: ArrayValidation = ArrayValidation.FIRST) -> bool: + def is_valid(self, value: Any, array_validation: ArrayValidation = ArrayValidation.ALL) -> bool: """ Check if a value matches the segment type. Users of `SegmentType` should call this method, instead of using @@ -126,6 +139,10 @@ class SegmentType(StrEnum): """ if self.is_array_type(): return self._validate_array(value, array_validation) + # Important: The check for `bool` must precede the check for `int`, + # as `bool` is a subclass of `int` in Python's type hierarchy. + elif self == SegmentType.BOOLEAN: + return isinstance(value, bool) elif self in [SegmentType.INTEGER, SegmentType.FLOAT, SegmentType.NUMBER]: return isinstance(value, (int, float)) elif self == SegmentType.STRING: @@ -141,6 +158,27 @@ class SegmentType(StrEnum): else: raise AssertionError("this statement should be unreachable.") + @staticmethod + def cast_value(value: Any, type_: "SegmentType") -> Any: + # Cast Python's `bool` type to `int` when the runtime type requires + # an integer or number. + # + # This ensures compatibility with existing workflows that may use `bool` as + # `int`, since in Python's type system, `bool` is a subtype of `int`. + # + # This function exists solely to maintain compatibility with existing workflows. + # It should not be used to compromise the integrity of the runtime type system. + # No additional casting rules should be introduced to this function. + + if type_ in ( + SegmentType.INTEGER, + SegmentType.NUMBER, + ) and isinstance(value, bool): + return int(value) + if type_ == SegmentType.ARRAY_NUMBER and all(isinstance(i, bool) for i in value): + return [int(i) for i in value] + return value + def exposed_type(self) -> "SegmentType": """Returns the type exposed to the frontend. @@ -150,6 +188,20 @@ class SegmentType(StrEnum): return SegmentType.NUMBER return self + def element_type(self) -> "SegmentType | None": + """Return the element type of the current segment type, or `None` if the element type is undefined. + + Raises: + ValueError: If the current segment type is not an array type. + + Note: + For certain array types, such as `SegmentType.ARRAY_ANY`, their element types are not defined + by the runtime system. In such cases, this method will return `None`. + """ + if not self.is_array_type(): + raise ValueError(f"element_type is only supported by array type, got {self}") + return _ARRAY_ELEMENT_TYPES_MAPPING.get(self) + _ARRAY_ELEMENT_TYPES_MAPPING: Mapping[SegmentType, SegmentType] = { # ARRAY_ANY does not have corresponding element type. @@ -157,6 +209,7 @@ _ARRAY_ELEMENT_TYPES_MAPPING: Mapping[SegmentType, SegmentType] = { SegmentType.ARRAY_NUMBER: SegmentType.NUMBER, SegmentType.ARRAY_OBJECT: SegmentType.OBJECT, SegmentType.ARRAY_FILE: SegmentType.FILE, + SegmentType.ARRAY_BOOLEAN: SegmentType.BOOLEAN, } _ARRAY_TYPES = frozenset( diff --git a/api/core/variables/variables.py b/api/core/variables/variables.py index a31ebc848e..16c8116ac1 100644 --- a/api/core/variables/variables.py +++ b/api/core/variables/variables.py @@ -8,11 +8,13 @@ from core.helper import encrypter from .segments import ( ArrayAnySegment, + ArrayBooleanSegment, ArrayFileSegment, ArrayNumberSegment, ArrayObjectSegment, ArraySegment, ArrayStringSegment, + BooleanSegment, FileSegment, FloatSegment, IntegerSegment, @@ -96,10 +98,18 @@ class FileVariable(FileSegment, Variable): pass +class BooleanVariable(BooleanSegment, Variable): + pass + + class ArrayFileVariable(ArrayFileSegment, ArrayVariable): pass +class ArrayBooleanVariable(ArrayBooleanSegment, ArrayVariable): + pass + + # The `VariableUnion`` type is used to enable serialization and deserialization with Pydantic. # Use `Variable` for type hinting when serialization is not required. # @@ -114,11 +124,13 @@ VariableUnion: TypeAlias = Annotated[ | Annotated[IntegerVariable, Tag(SegmentType.INTEGER)] | Annotated[ObjectVariable, Tag(SegmentType.OBJECT)] | Annotated[FileVariable, Tag(SegmentType.FILE)] + | Annotated[BooleanVariable, Tag(SegmentType.BOOLEAN)] | Annotated[ArrayAnyVariable, Tag(SegmentType.ARRAY_ANY)] | Annotated[ArrayStringVariable, Tag(SegmentType.ARRAY_STRING)] | Annotated[ArrayNumberVariable, Tag(SegmentType.ARRAY_NUMBER)] | Annotated[ArrayObjectVariable, Tag(SegmentType.ARRAY_OBJECT)] | Annotated[ArrayFileVariable, Tag(SegmentType.ARRAY_FILE)] + | Annotated[ArrayBooleanVariable, Tag(SegmentType.ARRAY_BOOLEAN)] | Annotated[SecretVariable, Tag(SegmentType.SECRET)] ), Discriminator(get_segment_discriminator), diff --git a/api/core/workflow/entities/workflow_execution.py b/api/core/workflow/entities/workflow_execution.py index 781be4b3c6..f00dc11aa6 100644 --- a/api/core/workflow/entities/workflow_execution.py +++ b/api/core/workflow/entities/workflow_execution.py @@ -6,12 +6,14 @@ implementation details like tenant_id, app_id, etc. """ from collections.abc import Mapping -from datetime import UTC, datetime +from datetime import datetime from enum import StrEnum from typing import Any, Optional from pydantic import BaseModel, Field +from libs.datetime_utils import naive_utc_now + class WorkflowType(StrEnum): """ @@ -60,7 +62,7 @@ class WorkflowExecution(BaseModel): Calculate elapsed time in seconds. If workflow is not finished, use current time. """ - end_time = self.finished_at or datetime.now(UTC).replace(tzinfo=None) + end_time = self.finished_at or naive_utc_now() return (end_time - self.started_at).total_seconds() @classmethod diff --git a/api/core/workflow/graph_engine/entities/runtime_route_state.py b/api/core/workflow/graph_engine/entities/runtime_route_state.py index f2d9c98936..a4ddfafab5 100644 --- a/api/core/workflow/graph_engine/entities/runtime_route_state.py +++ b/api/core/workflow/graph_engine/entities/runtime_route_state.py @@ -1,5 +1,5 @@ import uuid -from datetime import UTC, datetime +from datetime import datetime from enum import Enum from typing import Optional @@ -7,6 +7,7 @@ from pydantic import BaseModel, Field from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus +from libs.datetime_utils import naive_utc_now class RouteNodeState(BaseModel): @@ -71,7 +72,7 @@ class RouteNodeState(BaseModel): raise Exception(f"Invalid route status {run_result.status}") self.node_run_result = run_result - self.finished_at = datetime.now(UTC).replace(tzinfo=None) + self.finished_at = naive_utc_now() class RuntimeRouteState(BaseModel): @@ -89,7 +90,7 @@ class RuntimeRouteState(BaseModel): :param node_id: node id """ - state = RouteNodeState(node_id=node_id, start_at=datetime.now(UTC).replace(tzinfo=None)) + state = RouteNodeState(node_id=node_id, start_at=naive_utc_now()) self.node_state_mapping[state.id] = state return state diff --git a/api/core/workflow/graph_engine/graph_engine.py b/api/core/workflow/graph_engine/graph_engine.py index b9663d32f7..03b920ccbb 100644 --- a/api/core/workflow/graph_engine/graph_engine.py +++ b/api/core/workflow/graph_engine/graph_engine.py @@ -6,7 +6,6 @@ import uuid from collections.abc import Generator, Mapping from concurrent.futures import ThreadPoolExecutor, wait from copy import copy, deepcopy -from datetime import UTC, datetime from typing import Any, Optional, cast from flask import Flask, current_app @@ -51,6 +50,7 @@ from core.workflow.nodes.base import BaseNode from core.workflow.nodes.end.end_stream_processor import EndStreamProcessor from core.workflow.nodes.enums import ErrorStrategy, FailBranchSourceHandle from core.workflow.nodes.event import RunCompletedEvent, RunRetrieverResourceEvent, RunStreamChunkEvent +from libs.datetime_utils import naive_utc_now from libs.flask_utils import preserve_flask_contexts from models.enums import UserFrom from models.workflow import WorkflowType @@ -640,7 +640,7 @@ class GraphEngine: while should_continue_retry and retries <= max_retries: try: # run node - retry_start_at = datetime.now(UTC).replace(tzinfo=None) + retry_start_at = naive_utc_now() # yield control to other threads time.sleep(0.001) event_stream = node.run() diff --git a/api/core/workflow/nodes/agent/agent_node.py b/api/core/workflow/nodes/agent/agent_node.py index 2b6382a8a6..144f036aa4 100644 --- a/api/core/workflow/nodes/agent/agent_node.py +++ b/api/core/workflow/nodes/agent/agent_node.py @@ -13,8 +13,9 @@ from core.agent.strategy.plugin import PluginAgentStrategy from core.file import File, FileTransferMethod from core.memory.token_buffer_memory import TokenBufferMemory from core.model_manager import ModelInstance, ModelManager -from core.model_runtime.entities.llm_entities import LLMUsage +from core.model_runtime.entities.llm_entities import LLMUsage, LLMUsageMetadata from core.model_runtime.entities.model_entities import AIModelEntity, ModelType +from core.model_runtime.utils.encoders import jsonable_encoder from core.plugin.entities.request import InvokeCredentials from core.plugin.impl.exc import PluginDaemonClientSideError from core.plugin.impl.plugin import PluginInstaller @@ -558,7 +559,7 @@ class AgentNode(BaseNode): assert isinstance(message.message, ToolInvokeMessage.JsonMessage) if node_type == NodeType.AGENT: msg_metadata: dict[str, Any] = message.message.json_object.pop("execution_metadata", {}) - llm_usage = LLMUsage.from_metadata(msg_metadata) + llm_usage = LLMUsage.from_metadata(cast(LLMUsageMetadata, msg_metadata)) agent_execution_metadata = { WorkflowNodeExecutionMetadataKey(key): value for key, value in msg_metadata.items() @@ -692,7 +693,13 @@ class AgentNode(BaseNode): yield RunCompletedEvent( run_result=NodeRunResult( status=WorkflowNodeExecutionStatus.SUCCEEDED, - outputs={"text": text, "files": ArrayFileSegment(value=files), "json": json_output, **variables}, + outputs={ + "text": text, + "usage": jsonable_encoder(llm_usage), + "files": ArrayFileSegment(value=files), + "json": json_output, + **variables, + }, metadata={ **agent_execution_metadata, WorkflowNodeExecutionMetadataKey.TOOL_INFO: tool_info, diff --git a/api/core/workflow/nodes/code/code_node.py b/api/core/workflow/nodes/code/code_node.py index fdf3932827..17bd841fc9 100644 --- a/api/core/workflow/nodes/code/code_node.py +++ b/api/core/workflow/nodes/code/code_node.py @@ -8,6 +8,7 @@ from core.helper.code_executor.code_node_provider import CodeNodeProvider from core.helper.code_executor.javascript.javascript_code_provider import JavascriptCodeProvider from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider from core.variables.segments import ArrayFileSegment +from core.variables.types import SegmentType from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus from core.workflow.nodes.base import BaseNode @@ -119,6 +120,14 @@ class CodeNode(BaseNode): return value.replace("\x00", "") + def _check_boolean(self, value: bool | None, variable: str) -> bool | None: + if value is None: + return None + if not isinstance(value, bool): + raise OutputValidationError(f"Output variable `{variable}` must be a boolean") + + return value + def _check_number(self, value: int | float | None, variable: str) -> int | float | None: """ Check number @@ -173,6 +182,8 @@ class CodeNode(BaseNode): prefix=f"{prefix}.{output_name}" if prefix else output_name, depth=depth + 1, ) + elif isinstance(output_value, bool): + self._check_boolean(output_value, variable=f"{prefix}.{output_name}" if prefix else output_name) elif isinstance(output_value, int | float): self._check_number( value=output_value, variable=f"{prefix}.{output_name}" if prefix else output_name @@ -232,7 +243,7 @@ class CodeNode(BaseNode): if output_name not in result: raise OutputValidationError(f"Output {prefix}{dot}{output_name} is missing.") - if output_config.type == "object": + if output_config.type == SegmentType.OBJECT: # check if output is object if not isinstance(result.get(output_name), dict): if result[output_name] is None: @@ -249,18 +260,28 @@ class CodeNode(BaseNode): prefix=f"{prefix}.{output_name}", depth=depth + 1, ) - elif output_config.type == "number": + elif output_config.type == SegmentType.NUMBER: # check if number available - transformed_result[output_name] = self._check_number( - value=result[output_name], variable=f"{prefix}{dot}{output_name}" - ) - elif output_config.type == "string": + checked = self._check_number(value=result[output_name], variable=f"{prefix}{dot}{output_name}") + # If the output is a boolean and the output schema specifies a NUMBER type, + # convert the boolean value to an integer. + # + # This ensures compatibility with existing workflows that may use + # `True` and `False` as values for NUMBER type outputs. + transformed_result[output_name] = self._convert_boolean_to_int(checked) + + elif output_config.type == SegmentType.STRING: # check if string available transformed_result[output_name] = self._check_string( value=result[output_name], variable=f"{prefix}{dot}{output_name}", ) - elif output_config.type == "array[number]": + elif output_config.type == SegmentType.BOOLEAN: + transformed_result[output_name] = self._check_boolean( + value=result[output_name], + variable=f"{prefix}{dot}{output_name}", + ) + elif output_config.type == SegmentType.ARRAY_NUMBER: # check if array of number available if not isinstance(result[output_name], list): if result[output_name] is None: @@ -278,10 +299,17 @@ class CodeNode(BaseNode): ) transformed_result[output_name] = [ - self._check_number(value=value, variable=f"{prefix}{dot}{output_name}[{i}]") + # If the element is a boolean and the output schema specifies a `array[number]` type, + # convert the boolean value to an integer. + # + # This ensures compatibility with existing workflows that may use + # `True` and `False` as values for NUMBER type outputs. + self._convert_boolean_to_int( + self._check_number(value=value, variable=f"{prefix}{dot}{output_name}[{i}]"), + ) for i, value in enumerate(result[output_name]) ] - elif output_config.type == "array[string]": + elif output_config.type == SegmentType.ARRAY_STRING: # check if array of string available if not isinstance(result[output_name], list): if result[output_name] is None: @@ -302,7 +330,7 @@ class CodeNode(BaseNode): self._check_string(value=value, variable=f"{prefix}{dot}{output_name}[{i}]") for i, value in enumerate(result[output_name]) ] - elif output_config.type == "array[object]": + elif output_config.type == SegmentType.ARRAY_OBJECT: # check if array of object available if not isinstance(result[output_name], list): if result[output_name] is None: @@ -340,6 +368,22 @@ class CodeNode(BaseNode): ) for i, value in enumerate(result[output_name]) ] + elif output_config.type == SegmentType.ARRAY_BOOLEAN: + # check if array of object available + if not isinstance(result[output_name], list): + if result[output_name] is None: + transformed_result[output_name] = None + else: + raise OutputValidationError( + f"Output {prefix}{dot}{output_name} is not an array," + f" got {type(result.get(output_name))} instead." + ) + else: + transformed_result[output_name] = [ + self._check_boolean(value=value, variable=f"{prefix}{dot}{output_name}[{i}]") + for i, value in enumerate(result[output_name]) + ] + else: raise OutputValidationError(f"Output type {output_config.type} is not supported.") @@ -374,3 +418,16 @@ class CodeNode(BaseNode): @property def retry(self) -> bool: return self._node_data.retry_config.retry_enabled + + @staticmethod + def _convert_boolean_to_int(value: bool | int | float | None) -> int | float | None: + """This function convert boolean to integers when the output schema specifies a NUMBER type. + + This ensures compatibility with existing workflows that may use + `True` and `False` as values for NUMBER type outputs. + """ + if value is None: + return None + if isinstance(value, bool): + return int(value) + return value diff --git a/api/core/workflow/nodes/code/entities.py b/api/core/workflow/nodes/code/entities.py index a454035888..9d380c6fb6 100644 --- a/api/core/workflow/nodes/code/entities.py +++ b/api/core/workflow/nodes/code/entities.py @@ -1,11 +1,31 @@ -from typing import Literal, Optional +from typing import Annotated, Literal, Optional -from pydantic import BaseModel +from pydantic import AfterValidator, BaseModel from core.helper.code_executor.code_executor import CodeLanguage +from core.variables.types import SegmentType from core.workflow.entities.variable_entities import VariableSelector from core.workflow.nodes.base import BaseNodeData +_ALLOWED_OUTPUT_FROM_CODE = frozenset( + [ + SegmentType.STRING, + SegmentType.NUMBER, + SegmentType.OBJECT, + SegmentType.BOOLEAN, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_BOOLEAN, + ] +) + + +def _validate_type(segment_type: SegmentType) -> SegmentType: + if segment_type not in _ALLOWED_OUTPUT_FROM_CODE: + raise ValueError(f"invalid type for code output, expected {_ALLOWED_OUTPUT_FROM_CODE}, actual {segment_type}") + return segment_type + class CodeNodeData(BaseNodeData): """ @@ -13,7 +33,7 @@ class CodeNodeData(BaseNodeData): """ class Output(BaseModel): - type: Literal["string", "number", "object", "array[string]", "array[number]", "array[object]"] + type: Annotated[SegmentType, AfterValidator(_validate_type)] children: Optional[dict[str, "CodeNodeData.Output"]] = None class Dependency(BaseModel): diff --git a/api/core/workflow/nodes/http_request/executor.py b/api/core/workflow/nodes/http_request/executor.py index c9f7fa1221..b6f9383618 100644 --- a/api/core/workflow/nodes/http_request/executor.py +++ b/api/core/workflow/nodes/http_request/executor.py @@ -12,6 +12,7 @@ from json_repair import repair_json from configs import dify_config from core.file import file_manager +from core.file.enums import FileTransferMethod from core.helper import ssrf_proxy from core.variables.segments import ArrayFileSegment, FileSegment from core.workflow.entities.variable_pool import VariablePool @@ -228,7 +229,9 @@ class Executor: files: dict[str, list[tuple[str | None, bytes, str]]] = {} for key, files_in_segment in files_list: for file in files_in_segment: - if file.related_id is not None: + if file.related_id is not None or ( + file.transfer_method == FileTransferMethod.REMOTE_URL and file.remote_url is not None + ): file_tuple = ( file.filename, file_manager.download(file), @@ -326,22 +329,16 @@ class Executor: """ do http request depending on api bundle """ - if self.method not in { - "get", - "head", - "post", - "put", - "delete", - "patch", - "options", - "GET", - "POST", - "PUT", - "PATCH", - "DELETE", - "HEAD", - "OPTIONS", - }: + _METHOD_MAP = { + "get": ssrf_proxy.get, + "head": ssrf_proxy.head, + "post": ssrf_proxy.post, + "put": ssrf_proxy.put, + "delete": ssrf_proxy.delete, + "patch": ssrf_proxy.patch, + } + method_lc = self.method.lower() + if method_lc not in _METHOD_MAP: raise InvalidHttpMethodError(f"Invalid http method {self.method}") request_args = { @@ -359,11 +356,11 @@ class Executor: } # request_args = {k: v for k, v in request_args.items() if v is not None} try: - response = getattr(ssrf_proxy, self.method.lower())(**request_args) + response: httpx.Response = _METHOD_MAP[method_lc](**request_args) except (ssrf_proxy.MaxRetriesExceededError, httpx.RequestError) as e: raise HttpRequestNodeError(str(e)) from e # FIXME: fix type ignore, this maybe httpx type issue - return response # type: ignore + return response def invoke(self) -> Response: # assemble headers diff --git a/api/core/workflow/nodes/iteration/iteration_node.py b/api/core/workflow/nodes/iteration/iteration_node.py index def1e1cfa3..7f591a3ea9 100644 --- a/api/core/workflow/nodes/iteration/iteration_node.py +++ b/api/core/workflow/nodes/iteration/iteration_node.py @@ -4,7 +4,7 @@ import time import uuid from collections.abc import Generator, Mapping, Sequence from concurrent.futures import Future, wait -from datetime import UTC, datetime +from datetime import datetime from queue import Empty, Queue from typing import TYPE_CHECKING, Any, Optional, cast @@ -41,6 +41,7 @@ from core.workflow.nodes.enums import ErrorStrategy, NodeType from core.workflow.nodes.event import NodeEvent, RunCompletedEvent from core.workflow.nodes.iteration.entities import ErrorHandleMode, IterationNodeData from factories.variable_factory import build_segment +from libs.datetime_utils import naive_utc_now from libs.flask_utils import preserve_flask_contexts from .exc import ( @@ -179,7 +180,7 @@ class IterationNode(BaseNode): thread_pool_id=self.thread_pool_id, ) - start_at = datetime.now(UTC).replace(tzinfo=None) + start_at = naive_utc_now() yield IterationRunStartedEvent( iteration_id=self.id, @@ -428,7 +429,7 @@ class IterationNode(BaseNode): """ run single iteration """ - iter_start_at = datetime.now(UTC).replace(tzinfo=None) + iter_start_at = naive_utc_now() try: rst = graph_engine.run() @@ -505,7 +506,7 @@ class IterationNode(BaseNode): variable_pool.add([self.node_id, "index"], next_index) if next_index < len(iterator_list_value): variable_pool.add([self.node_id, "item"], iterator_list_value[next_index]) - duration = (datetime.now(UTC).replace(tzinfo=None) - iter_start_at).total_seconds() + duration = (naive_utc_now() - iter_start_at).total_seconds() iter_run_map[iteration_run_id] = duration yield IterationRunNextEvent( iteration_id=self.id, @@ -526,7 +527,7 @@ class IterationNode(BaseNode): if next_index < len(iterator_list_value): variable_pool.add([self.node_id, "item"], iterator_list_value[next_index]) - duration = (datetime.now(UTC).replace(tzinfo=None) - iter_start_at).total_seconds() + duration = (naive_utc_now() - iter_start_at).total_seconds() iter_run_map[iteration_run_id] = duration yield IterationRunNextEvent( iteration_id=self.id, @@ -602,7 +603,7 @@ class IterationNode(BaseNode): if next_index < len(iterator_list_value): variable_pool.add([self.node_id, "item"], iterator_list_value[next_index]) - duration = (datetime.now(UTC).replace(tzinfo=None) - iter_start_at).total_seconds() + duration = (naive_utc_now() - iter_start_at).total_seconds() iter_run_map[iteration_run_id] = duration yield IterationRunNextEvent( iteration_id=self.id, diff --git a/api/core/workflow/nodes/list_operator/entities.py b/api/core/workflow/nodes/list_operator/entities.py index 75df784a92..e51a91f07f 100644 --- a/api/core/workflow/nodes/list_operator/entities.py +++ b/api/core/workflow/nodes/list_operator/entities.py @@ -1,36 +1,43 @@ from collections.abc import Sequence -from typing import Literal +from enum import StrEnum from pydantic import BaseModel, Field from core.workflow.nodes.base import BaseNodeData -_Condition = Literal[ + +class FilterOperator(StrEnum): # string conditions - "contains", - "start with", - "end with", - "is", - "in", - "empty", - "not contains", - "is not", - "not in", - "not empty", + CONTAINS = "contains" + START_WITH = "start with" + END_WITH = "end with" + IS = "is" + IN = "in" + EMPTY = "empty" + NOT_CONTAINS = "not contains" + IS_NOT = "is not" + NOT_IN = "not in" + NOT_EMPTY = "not empty" # number conditions - "=", - "≠", - "<", - ">", - "≥", - "≤", -] + EQUAL = "=" + NOT_EQUAL = "≠" + LESS_THAN = "<" + GREATER_THAN = ">" + GREATER_THAN_OR_EQUAL = "≥" + LESS_THAN_OR_EQUAL = "≤" + + +class Order(StrEnum): + ASC = "asc" + DESC = "desc" class FilterCondition(BaseModel): key: str = "" - comparison_operator: _Condition = "contains" - value: str | Sequence[str] = "" + comparison_operator: FilterOperator = FilterOperator.CONTAINS + # the value is bool if the filter operator is comparing with + # a boolean constant. + value: str | Sequence[str] | bool = "" class FilterBy(BaseModel): @@ -38,10 +45,10 @@ class FilterBy(BaseModel): conditions: Sequence[FilterCondition] = Field(default_factory=list) -class OrderBy(BaseModel): +class OrderByConfig(BaseModel): enabled: bool = False key: str = "" - value: Literal["asc", "desc"] = "asc" + value: Order = Order.ASC class Limit(BaseModel): @@ -57,6 +64,6 @@ class ExtractConfig(BaseModel): class ListOperatorNodeData(BaseNodeData): variable: Sequence[str] = Field(default_factory=list) filter_by: FilterBy - order_by: OrderBy + order_by: OrderByConfig limit: Limit extract_by: ExtractConfig = Field(default_factory=ExtractConfig) diff --git a/api/core/workflow/nodes/list_operator/node.py b/api/core/workflow/nodes/list_operator/node.py index d2e022dc9d..a727a826c6 100644 --- a/api/core/workflow/nodes/list_operator/node.py +++ b/api/core/workflow/nodes/list_operator/node.py @@ -1,18 +1,40 @@ from collections.abc import Callable, Mapping, Sequence -from typing import Any, Literal, Optional, Union +from typing import Any, Optional, TypeAlias, TypeVar from core.file import File from core.variables import ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment -from core.variables.segments import ArrayAnySegment, ArraySegment +from core.variables.segments import ArrayAnySegment, ArrayBooleanSegment, ArraySegment from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus from core.workflow.nodes.base import BaseNode from core.workflow.nodes.base.entities import BaseNodeData, RetryConfig from core.workflow.nodes.enums import ErrorStrategy, NodeType -from .entities import ListOperatorNodeData +from .entities import FilterOperator, ListOperatorNodeData, Order from .exc import InvalidConditionError, InvalidFilterValueError, InvalidKeyError, ListOperatorError +_SUPPORTED_TYPES_TUPLE = ( + ArrayFileSegment, + ArrayNumberSegment, + ArrayStringSegment, + ArrayBooleanSegment, +) +_SUPPORTED_TYPES_ALIAS: TypeAlias = ArrayFileSegment | ArrayNumberSegment | ArrayStringSegment | ArrayBooleanSegment + + +_T = TypeVar("_T") + + +def _negation(filter_: Callable[[_T], bool]) -> Callable[[_T], bool]: + """Returns the negation of a given filter function. If the original filter + returns `True` for a value, the negated filter will return `False`, and vice versa. + """ + + def wrapper(value: _T) -> bool: + return not filter_(value) + + return wrapper + class ListOperatorNode(BaseNode): _node_type = NodeType.LIST_OPERATOR @@ -69,11 +91,8 @@ class ListOperatorNode(BaseNode): process_data=process_data, outputs=outputs, ) - if not isinstance(variable, ArrayFileSegment | ArrayNumberSegment | ArrayStringSegment): - error_message = ( - f"Variable {self._node_data.variable} is not an ArrayFileSegment, ArrayNumberSegment " - "or ArrayStringSegment" - ) + if not isinstance(variable, _SUPPORTED_TYPES_TUPLE): + error_message = f"Variable {self._node_data.variable} is not an array type, actual type: {type(variable)}" return NodeRunResult( status=WorkflowNodeExecutionStatus.FAILED, error=error_message, inputs=inputs, outputs=outputs ) @@ -122,9 +141,7 @@ class ListOperatorNode(BaseNode): outputs=outputs, ) - def _apply_filter( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: + def _apply_filter(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: filter_func: Callable[[Any], bool] result: list[Any] = [] for condition in self._node_data.filter_by.conditions: @@ -154,33 +171,35 @@ class ListOperatorNode(BaseNode): ) result = list(filter(filter_func, variable.value)) variable = variable.model_copy(update={"value": result}) + elif isinstance(variable, ArrayBooleanSegment): + if not isinstance(condition.value, bool): + raise InvalidFilterValueError(f"Invalid filter value: {condition.value}") + filter_func = _get_boolean_filter_func(condition=condition.comparison_operator, value=condition.value) + result = list(filter(filter_func, variable.value)) + variable = variable.model_copy(update={"value": result}) + else: + raise AssertionError("this statment should be unreachable.") return variable - def _apply_order( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: - if isinstance(variable, ArrayStringSegment): - result = _order_string(order=self._node_data.order_by.value, array=variable.value) - variable = variable.model_copy(update={"value": result}) - elif isinstance(variable, ArrayNumberSegment): - result = _order_number(order=self._node_data.order_by.value, array=variable.value) + def _apply_order(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: + if isinstance(variable, (ArrayStringSegment, ArrayNumberSegment, ArrayBooleanSegment)): + result = sorted(variable.value, reverse=self._node_data.order_by == Order.DESC) variable = variable.model_copy(update={"value": result}) elif isinstance(variable, ArrayFileSegment): result = _order_file( order=self._node_data.order_by.value, order_by=self._node_data.order_by.key, array=variable.value ) variable = variable.model_copy(update={"value": result}) + else: + raise AssertionError("this statement should be unreachable") + return variable - def _apply_slice( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: + def _apply_slice(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: result = variable.value[: self._node_data.limit.size] return variable.model_copy(update={"value": result}) - def _extract_slice( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: + def _extract_slice(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: value = int(self.graph_runtime_state.variable_pool.convert_template(self._node_data.extract_by.serial).text) if value < 1: raise ValueError(f"Invalid serial index: must be >= 1, got {value}") @@ -232,11 +251,11 @@ def _get_string_filter_func(*, condition: str, value: str) -> Callable[[str], bo case "empty": return lambda x: x == "" case "not contains": - return lambda x: not _contains(value)(x) + return _negation(_contains(value)) case "is not": - return lambda x: not _is(value)(x) + return _negation(_is(value)) case "not in": - return lambda x: not _in(value)(x) + return _negation(_in(value)) case "not empty": return lambda x: x != "" case _: @@ -248,7 +267,7 @@ def _get_sequence_filter_func(*, condition: str, value: Sequence[str]) -> Callab case "in": return _in(value) case "not in": - return lambda x: not _in(value)(x) + return _negation(_in(value)) case _: raise InvalidConditionError(f"Invalid condition: {condition}") @@ -271,6 +290,16 @@ def _get_number_filter_func(*, condition: str, value: int | float) -> Callable[[ raise InvalidConditionError(f"Invalid condition: {condition}") +def _get_boolean_filter_func(*, condition: FilterOperator, value: bool) -> Callable[[bool], bool]: + match condition: + case FilterOperator.IS: + return _is(value) + case FilterOperator.IS_NOT: + return _negation(_is(value)) + case _: + raise InvalidConditionError(f"Invalid condition: {condition}") + + def _get_file_filter_func(*, key: str, condition: str, value: str | Sequence[str]) -> Callable[[File], bool]: extract_func: Callable[[File], Any] if key in {"name", "extension", "mime_type", "url"} and isinstance(value, str): @@ -298,7 +327,7 @@ def _endswith(value: str) -> Callable[[str], bool]: return lambda x: x.endswith(value) -def _is(value: str) -> Callable[[str], bool]: +def _is(value: _T) -> Callable[[_T], bool]: return lambda x: x == value @@ -330,21 +359,13 @@ def _ge(value: int | float) -> Callable[[int | float], bool]: return lambda x: x >= value -def _order_number(*, order: Literal["asc", "desc"], array: Sequence[int | float]): - return sorted(array, key=lambda x: x, reverse=order == "desc") - - -def _order_string(*, order: Literal["asc", "desc"], array: Sequence[str]): - return sorted(array, key=lambda x: x, reverse=order == "desc") - - -def _order_file(*, order: Literal["asc", "desc"], order_by: str = "", array: Sequence[File]): +def _order_file(*, order: Order, order_by: str = "", array: Sequence[File]): extract_func: Callable[[File], Any] if order_by in {"name", "type", "extension", "mime_type", "transfer_method", "url"}: extract_func = _get_file_extract_string_func(key=order_by) - return sorted(array, key=lambda x: extract_func(x), reverse=order == "desc") + return sorted(array, key=lambda x: extract_func(x), reverse=order == Order.DESC) elif order_by == "size": extract_func = _get_file_extract_number_func(key=order_by) - return sorted(array, key=lambda x: extract_func(x), reverse=order == "desc") + return sorted(array, key=lambda x: extract_func(x), reverse=order == Order.DESC) else: raise InvalidKeyError(f"Invalid order key: {order_by}") diff --git a/api/core/workflow/nodes/llm/llm_utils.py b/api/core/workflow/nodes/llm/llm_utils.py index 0966c87a1d..2441e30c87 100644 --- a/api/core/workflow/nodes/llm/llm_utils.py +++ b/api/core/workflow/nodes/llm/llm_utils.py @@ -1,5 +1,4 @@ from collections.abc import Sequence -from datetime import UTC, datetime from typing import Optional, cast from sqlalchemy import select, update @@ -20,6 +19,7 @@ from core.variables.segments import ArrayAnySegment, ArrayFileSegment, FileSegme from core.workflow.entities.variable_pool import VariablePool from core.workflow.enums import SystemVariableKey from core.workflow.nodes.llm.entities import ModelConfig +from libs.datetime_utils import naive_utc_now from models import db from models.model import Conversation from models.provider import Provider, ProviderType @@ -149,7 +149,7 @@ def deduct_llm_quota(tenant_id: str, model_instance: ModelInstance, usage: LLMUs ) .values( quota_used=Provider.quota_used + used_quota, - last_used=datetime.now(tz=UTC).replace(tzinfo=None), + last_used=naive_utc_now(), ) ) session.execute(stmt) diff --git a/api/core/workflow/nodes/llm/node.py b/api/core/workflow/nodes/llm/node.py index dfc2a0000b..10059fdcb1 100644 --- a/api/core/workflow/nodes/llm/node.py +++ b/api/core/workflow/nodes/llm/node.py @@ -3,7 +3,7 @@ import io import json import logging from collections.abc import Generator, Mapping, Sequence -from typing import TYPE_CHECKING, Any, Optional +from typing import TYPE_CHECKING, Any, Optional, Union from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEntity from core.file import FileType, file_manager @@ -55,7 +55,6 @@ from core.workflow.entities.variable_entities import VariableSelector from core.workflow.entities.variable_pool import VariablePool from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus from core.workflow.enums import SystemVariableKey -from core.workflow.graph_engine.entities.event import InNodeEvent from core.workflow.nodes.base import BaseNode from core.workflow.nodes.base.entities import BaseNodeData, RetryConfig from core.workflow.nodes.enums import ErrorStrategy, NodeType @@ -90,6 +89,7 @@ from .file_saver import FileSaverImpl, LLMFileSaver if TYPE_CHECKING: from core.file.models import File from core.workflow.graph_engine import Graph, GraphInitParams, GraphRuntimeState + from core.workflow.graph_engine.entities.event import InNodeEvent logger = logging.getLogger(__name__) @@ -161,7 +161,7 @@ class LLMNode(BaseNode): def version(cls) -> str: return "1" - def _run(self) -> Generator[NodeEvent | InNodeEvent, None, None]: + def _run(self) -> Generator[Union[NodeEvent, "InNodeEvent"], None, None]: node_inputs: Optional[dict[str, Any]] = None process_data = None result_text = "" @@ -737,7 +737,7 @@ class LLMNode(BaseNode): and isinstance(prompt_messages[-1], UserPromptMessage) and isinstance(prompt_messages[-1].content, list) ): - prompt_messages[-1] = UserPromptMessage(content=prompt_messages[-1].content + file_prompts) + prompt_messages[-1] = UserPromptMessage(content=file_prompts + prompt_messages[-1].content) else: prompt_messages.append(UserPromptMessage(content=file_prompts)) diff --git a/api/core/workflow/nodes/loop/entities.py b/api/core/workflow/nodes/loop/entities.py index d04e0bfae1..3ed4d21ba5 100644 --- a/api/core/workflow/nodes/loop/entities.py +++ b/api/core/workflow/nodes/loop/entities.py @@ -12,9 +12,11 @@ _VALID_VAR_TYPE = frozenset( SegmentType.STRING, SegmentType.NUMBER, SegmentType.OBJECT, + SegmentType.BOOLEAN, SegmentType.ARRAY_STRING, SegmentType.ARRAY_NUMBER, SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_BOOLEAN, ] ) diff --git a/api/core/workflow/nodes/loop/loop_node.py b/api/core/workflow/nodes/loop/loop_node.py index 9a288c6133..5561150dcd 100644 --- a/api/core/workflow/nodes/loop/loop_node.py +++ b/api/core/workflow/nodes/loop/loop_node.py @@ -2,7 +2,7 @@ import json import logging import time from collections.abc import Generator, Mapping, Sequence -from datetime import UTC, datetime +from datetime import datetime from typing import TYPE_CHECKING, Any, Literal, Optional, cast from configs import dify_config @@ -36,6 +36,7 @@ from core.workflow.nodes.event import NodeEvent, RunCompletedEvent from core.workflow.nodes.loop.entities import LoopNodeData from core.workflow.utils.condition.processor import ConditionProcessor from factories.variable_factory import TypeMismatchError, build_segment_with_type +from libs.datetime_utils import naive_utc_now if TYPE_CHECKING: from core.workflow.entities.variable_pool import VariablePool @@ -143,7 +144,7 @@ class LoopNode(BaseNode): thread_pool_id=self.thread_pool_id, ) - start_at = datetime.now(UTC).replace(tzinfo=None) + start_at = naive_utc_now() condition_processor = ConditionProcessor() # Start Loop event @@ -171,7 +172,7 @@ class LoopNode(BaseNode): try: check_break_result = False for i in range(loop_count): - loop_start_time = datetime.now(UTC).replace(tzinfo=None) + loop_start_time = naive_utc_now() # run single loop loop_result = yield from self._run_single_loop( graph_engine=graph_engine, @@ -185,7 +186,7 @@ class LoopNode(BaseNode): start_at=start_at, inputs=inputs, ) - loop_end_time = datetime.now(UTC).replace(tzinfo=None) + loop_end_time = naive_utc_now() single_loop_variable = {} for key, selector in loop_variable_selectors.items(): @@ -403,11 +404,11 @@ class LoopNode(BaseNode): for node_id in loop_graph.node_ids: variable_pool.remove([node_id]) - _outputs = {} + _outputs: dict[str, Segment | int | None] = {} for loop_variable_key, loop_variable_selector in loop_variable_selectors.items(): _loop_variable_segment = variable_pool.get(loop_variable_selector) if _loop_variable_segment: - _outputs[loop_variable_key] = _loop_variable_segment.value + _outputs[loop_variable_key] = _loop_variable_segment else: _outputs[loop_variable_key] = None @@ -521,21 +522,30 @@ class LoopNode(BaseNode): return variable_mapping @staticmethod - def _get_segment_for_constant(var_type: SegmentType, value: Any) -> Segment: + def _get_segment_for_constant(var_type: SegmentType, original_value: Any) -> Segment: """Get the appropriate segment type for a constant value.""" - if var_type in ["array[string]", "array[number]", "array[object]"]: - if value and isinstance(value, str): - value = json.loads(value) + if not var_type.is_array_type() or var_type == SegmentType.BOOLEAN: + value = original_value + elif var_type in [ + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_STRING, + ]: + if original_value and isinstance(original_value, str): + value = json.loads(original_value) else: + logger.warning("unexpected value for LoopNode, value_type=%s, value=%s", original_value, var_type) value = [] + else: + raise AssertionError("this statement should be unreachable.") try: - return build_segment_with_type(var_type, value) + return build_segment_with_type(var_type, value=value) except TypeMismatchError as type_exc: # Attempt to parse the value as a JSON-encoded string, if applicable. - if not isinstance(value, str): + if not isinstance(original_value, str): raise try: - value = json.loads(value) + value = json.loads(original_value) except ValueError: raise type_exc return build_segment_with_type(var_type, value) diff --git a/api/core/workflow/nodes/parameter_extractor/entities.py b/api/core/workflow/nodes/parameter_extractor/entities.py index 916778d167..12347d21a5 100644 --- a/api/core/workflow/nodes/parameter_extractor/entities.py +++ b/api/core/workflow/nodes/parameter_extractor/entities.py @@ -1,10 +1,46 @@ -from typing import Any, Literal, Optional +from typing import Annotated, Any, Literal, Optional -from pydantic import BaseModel, Field, field_validator +from pydantic import ( + BaseModel, + BeforeValidator, + Field, + field_validator, +) from core.prompt.entities.advanced_prompt_entities import MemoryConfig +from core.variables.types import SegmentType from core.workflow.nodes.base import BaseNodeData -from core.workflow.nodes.llm import ModelConfig, VisionConfig +from core.workflow.nodes.llm.entities import ModelConfig, VisionConfig + +_OLD_BOOL_TYPE_NAME = "bool" +_OLD_SELECT_TYPE_NAME = "select" + +_VALID_PARAMETER_TYPES = frozenset( + [ + SegmentType.STRING, # "string", + SegmentType.NUMBER, # "number", + SegmentType.BOOLEAN, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_BOOLEAN, + _OLD_BOOL_TYPE_NAME, # old boolean type used by Parameter Extractor node + _OLD_SELECT_TYPE_NAME, # string type with enumeration choices. + ] +) + + +def _validate_type(parameter_type: str) -> SegmentType: + if not isinstance(parameter_type, str): + raise TypeError(f"type should be str, got {type(parameter_type)}, value={parameter_type}") + if parameter_type not in _VALID_PARAMETER_TYPES: + raise ValueError(f"type {parameter_type} is not allowd to use in Parameter Extractor node.") + + if parameter_type == _OLD_BOOL_TYPE_NAME: + return SegmentType.BOOLEAN + elif parameter_type == _OLD_SELECT_TYPE_NAME: + return SegmentType.STRING + return SegmentType(parameter_type) class _ParameterConfigError(Exception): @@ -17,7 +53,7 @@ class ParameterConfig(BaseModel): """ name: str - type: Literal["string", "number", "bool", "select", "array[string]", "array[number]", "array[object]"] + type: Annotated[SegmentType, BeforeValidator(_validate_type)] options: Optional[list[str]] = None description: str required: bool @@ -32,17 +68,20 @@ class ParameterConfig(BaseModel): return str(value) def is_array_type(self) -> bool: - return self.type in ("array[string]", "array[number]", "array[object]") + return self.type.is_array_type() - def element_type(self) -> Literal["string", "number", "object"]: - if self.type == "array[number]": - return "number" - elif self.type == "array[string]": - return "string" - elif self.type == "array[object]": - return "object" - else: - raise _ParameterConfigError(f"{self.type} is not array type.") + def element_type(self) -> SegmentType: + """Return the element type of the parameter. + + Raises a ValueError if the parameter's type is not an array type. + """ + element_type = self.type.element_type() + # At this point, self.type is guaranteed to be one of `ARRAY_STRING`, + # `ARRAY_NUMBER`, `ARRAY_OBJECT`, or `ARRAY_BOOLEAN`. + # + # See: _VALID_PARAMETER_TYPES for reference. + assert element_type is not None, f"the element type should not be None, {self.type=}" + return element_type class ParameterExtractorNodeData(BaseNodeData): @@ -74,16 +113,18 @@ class ParameterExtractorNodeData(BaseNodeData): for parameter in self.parameters: parameter_schema: dict[str, Any] = {"description": parameter.description} - if parameter.type in {"string", "select"}: + if parameter.type == SegmentType.STRING: parameter_schema["type"] = "string" - elif parameter.type.startswith("array"): + elif parameter.type.is_array_type(): parameter_schema["type"] = "array" - nested_type = parameter.type[6:-1] - parameter_schema["items"] = {"type": nested_type} + element_type = parameter.type.element_type() + if element_type is None: + raise AssertionError("element type should not be None.") + parameter_schema["items"] = {"type": element_type.value} else: parameter_schema["type"] = parameter.type - if parameter.type == "select": + if parameter.options: parameter_schema["enum"] = parameter.options parameters["properties"][parameter.name] = parameter_schema diff --git a/api/core/workflow/nodes/parameter_extractor/exc.py b/api/core/workflow/nodes/parameter_extractor/exc.py index 6511aba185..247518cf20 100644 --- a/api/core/workflow/nodes/parameter_extractor/exc.py +++ b/api/core/workflow/nodes/parameter_extractor/exc.py @@ -1,3 +1,8 @@ +from typing import Any + +from core.variables.types import SegmentType + + class ParameterExtractorNodeError(ValueError): """Base error for ParameterExtractorNode.""" @@ -48,3 +53,23 @@ class InvalidArrayValueError(ParameterExtractorNodeError): class InvalidModelModeError(ParameterExtractorNodeError): """Raised when the model mode is invalid.""" + + +class InvalidValueTypeError(ParameterExtractorNodeError): + def __init__( + self, + /, + parameter_name: str, + expected_type: SegmentType, + actual_type: SegmentType | None, + value: Any, + ) -> None: + message = ( + f"Invalid value for parameter {parameter_name}, expected segment type: {expected_type}, " + f"actual_type: {actual_type}, python_type: {type(value)}, value: {value}" + ) + super().__init__(message) + self.parameter_name = parameter_name + self.expected_type = expected_type + self.actual_type = actual_type + self.value = value diff --git a/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py b/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py index 49c4c142e1..3dcde5ad81 100644 --- a/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py +++ b/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py @@ -26,7 +26,7 @@ from core.prompt.advanced_prompt_transform import AdvancedPromptTransform from core.prompt.entities.advanced_prompt_entities import ChatModelMessage, CompletionModelPromptTemplate from core.prompt.simple_prompt_transform import ModelMode from core.prompt.utils.prompt_message_util import PromptMessageUtil -from core.variables.types import SegmentType +from core.variables.types import ArrayValidation, SegmentType from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.variable_pool import VariablePool from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus @@ -39,16 +39,13 @@ from factories.variable_factory import build_segment_with_type from .entities import ParameterExtractorNodeData from .exc import ( - InvalidArrayValueError, - InvalidBoolValueError, InvalidInvokeResultError, InvalidModelModeError, InvalidModelTypeError, InvalidNumberOfParametersError, - InvalidNumberValueError, InvalidSelectValueError, - InvalidStringValueError, InvalidTextContentTypeError, + InvalidValueTypeError, ModelSchemaNotFoundError, ParameterExtractorNodeError, RequiredParameterMissingError, @@ -549,9 +546,6 @@ class ParameterExtractorNode(BaseNode): return prompt_messages def _validate_result(self, data: ParameterExtractorNodeData, result: dict) -> dict: - """ - Validate result. - """ if len(data.parameters) != len(result): raise InvalidNumberOfParametersError("Invalid number of parameters") @@ -559,101 +553,106 @@ class ParameterExtractorNode(BaseNode): if parameter.required and parameter.name not in result: raise RequiredParameterMissingError(f"Parameter {parameter.name} is required") - if parameter.type == "select" and parameter.options and result.get(parameter.name) not in parameter.options: - raise InvalidSelectValueError(f"Invalid `select` value for parameter {parameter.name}") - - if parameter.type == "number" and not isinstance(result.get(parameter.name), int | float): - raise InvalidNumberValueError(f"Invalid `number` value for parameter {parameter.name}") - - if parameter.type == "bool" and not isinstance(result.get(parameter.name), bool): - raise InvalidBoolValueError(f"Invalid `bool` value for parameter {parameter.name}") - - if parameter.type == "string" and not isinstance(result.get(parameter.name), str): - raise InvalidStringValueError(f"Invalid `string` value for parameter {parameter.name}") - - if parameter.type.startswith("array"): - parameters = result.get(parameter.name) - if not isinstance(parameters, list): - raise InvalidArrayValueError(f"Invalid `array` value for parameter {parameter.name}") - nested_type = parameter.type[6:-1] - for item in parameters: - if nested_type == "number" and not isinstance(item, int | float): - raise InvalidArrayValueError(f"Invalid `array[number]` value for parameter {parameter.name}") - if nested_type == "string" and not isinstance(item, str): - raise InvalidArrayValueError(f"Invalid `array[string]` value for parameter {parameter.name}") - if nested_type == "object" and not isinstance(item, dict): - raise InvalidArrayValueError(f"Invalid `array[object]` value for parameter {parameter.name}") + param_value = result.get(parameter.name) + if not parameter.type.is_valid(param_value, array_validation=ArrayValidation.ALL): + inferred_type = SegmentType.infer_segment_type(param_value) + raise InvalidValueTypeError( + parameter_name=parameter.name, + expected_type=parameter.type, + actual_type=inferred_type, + value=param_value, + ) + if parameter.type == SegmentType.STRING and parameter.options: + if param_value not in parameter.options: + raise InvalidSelectValueError(f"Invalid `select` value for parameter {parameter.name}") return result + @staticmethod + def _transform_number(value: int | float | str | bool) -> int | float | None: + """ + Attempts to transform the input into an integer or float. + + Returns: + int or float: The transformed number if the conversion is successful. + None: If the transformation fails. + + Note: + Boolean values `True` and `False` are converted to integers `1` and `0`, respectively. + This behavior ensures compatibility with existing workflows that may use boolean types as integers. + """ + if isinstance(value, bool): + return int(value) + elif isinstance(value, (int, float)): + return value + elif not isinstance(value, str): + return None + if "." in value: + try: + return float(value) + except ValueError: + return None + else: + try: + return int(value) + except ValueError: + return None + def _transform_result(self, data: ParameterExtractorNodeData, result: dict) -> dict: """ Transform result into standard format. """ - transformed_result = {} + transformed_result: dict[str, Any] = {} for parameter in data.parameters: if parameter.name in result: + param_value = result[parameter.name] # transform value - if parameter.type == "number": - if isinstance(result[parameter.name], int | float): - transformed_result[parameter.name] = result[parameter.name] - elif isinstance(result[parameter.name], str): - try: - if "." in result[parameter.name]: - result[parameter.name] = float(result[parameter.name]) - else: - result[parameter.name] = int(result[parameter.name]) - except ValueError: - pass - else: - pass - # TODO: bool is not supported in the current version - # elif parameter.type == 'bool': - # if isinstance(result[parameter.name], bool): - # transformed_result[parameter.name] = bool(result[parameter.name]) - # elif isinstance(result[parameter.name], str): - # if result[parameter.name].lower() in ['true', 'false']: - # transformed_result[parameter.name] = bool(result[parameter.name].lower() == 'true') - # elif isinstance(result[parameter.name], int): - # transformed_result[parameter.name] = bool(result[parameter.name]) - elif parameter.type in {"string", "select"}: - if isinstance(result[parameter.name], str): - transformed_result[parameter.name] = result[parameter.name] + if parameter.type == SegmentType.NUMBER: + transformed = self._transform_number(param_value) + if transformed is not None: + transformed_result[parameter.name] = transformed + elif parameter.type == SegmentType.BOOLEAN: + if isinstance(result[parameter.name], (bool, int)): + transformed_result[parameter.name] = bool(result[parameter.name]) + # elif isinstance(result[parameter.name], str): + # if result[parameter.name].lower() in ["true", "false"]: + # transformed_result[parameter.name] = bool(result[parameter.name].lower() == "true") + elif parameter.type == SegmentType.STRING: + if isinstance(param_value, str): + transformed_result[parameter.name] = param_value elif parameter.is_array_type(): - if isinstance(result[parameter.name], list): + if isinstance(param_value, list): nested_type = parameter.element_type() assert nested_type is not None segment_value = build_segment_with_type(segment_type=SegmentType(parameter.type), value=[]) transformed_result[parameter.name] = segment_value - for item in result[parameter.name]: - if nested_type == "number": - if isinstance(item, int | float): - segment_value.value.append(item) - elif isinstance(item, str): - try: - if "." in item: - segment_value.value.append(float(item)) - else: - segment_value.value.append(int(item)) - except ValueError: - pass - elif nested_type == "string": + for item in param_value: + if nested_type == SegmentType.NUMBER: + transformed = self._transform_number(item) + if transformed is not None: + segment_value.value.append(transformed) + elif nested_type == SegmentType.STRING: if isinstance(item, str): segment_value.value.append(item) - elif nested_type == "object": + elif nested_type == SegmentType.OBJECT: if isinstance(item, dict): segment_value.value.append(item) + elif nested_type == SegmentType.BOOLEAN: + if isinstance(item, bool): + segment_value.value.append(item) if parameter.name not in transformed_result: - if parameter.type == "number": - transformed_result[parameter.name] = 0 - elif parameter.type == "bool": - transformed_result[parameter.name] = False - elif parameter.type in {"string", "select"}: - transformed_result[parameter.name] = "" - elif parameter.type.startswith("array"): + if parameter.type.is_array_type(): transformed_result[parameter.name] = build_segment_with_type( segment_type=SegmentType(parameter.type), value=[] ) + elif parameter.type in (SegmentType.STRING, SegmentType.SECRET): + transformed_result[parameter.name] = "" + elif parameter.type == SegmentType.NUMBER: + transformed_result[parameter.name] = 0 + elif parameter.type == SegmentType.BOOLEAN: + transformed_result[parameter.name] = False + else: + raise AssertionError("this statement should be unreachable.") return transformed_result diff --git a/api/core/workflow/nodes/variable_assigner/v1/node.py b/api/core/workflow/nodes/variable_assigner/v1/node.py index 51383fa588..321d280b1f 100644 --- a/api/core/workflow/nodes/variable_assigner/v1/node.py +++ b/api/core/workflow/nodes/variable_assigner/v1/node.py @@ -2,6 +2,7 @@ from collections.abc import Callable, Mapping, Sequence from typing import TYPE_CHECKING, Any, Optional, TypeAlias from core.variables import SegmentType, Variable +from core.variables.segments import BooleanSegment from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID from core.workflow.conversation_variable_updater import ConversationVariableUpdater from core.workflow.entities.node_entities import NodeRunResult @@ -158,8 +159,8 @@ class VariableAssignerNode(BaseNode): def get_zero_value(t: SegmentType): # TODO(QuantumGhost): this should be a method of `SegmentType`. match t: - case SegmentType.ARRAY_OBJECT | SegmentType.ARRAY_STRING | SegmentType.ARRAY_NUMBER: - return variable_factory.build_segment([]) + case SegmentType.ARRAY_OBJECT | SegmentType.ARRAY_STRING | SegmentType.ARRAY_NUMBER | SegmentType.ARRAY_BOOLEAN: + return variable_factory.build_segment_with_type(t, []) case SegmentType.OBJECT: return variable_factory.build_segment({}) case SegmentType.STRING: @@ -170,5 +171,7 @@ def get_zero_value(t: SegmentType): return variable_factory.build_segment(0.0) case SegmentType.NUMBER: return variable_factory.build_segment(0) + case SegmentType.BOOLEAN: + return BooleanSegment(value=False) case _: raise VariableOperatorNodeError(f"unsupported variable type: {t}") diff --git a/api/core/workflow/nodes/variable_assigner/v2/constants.py b/api/core/workflow/nodes/variable_assigner/v2/constants.py index 7f760e5baa..1a4b81c39c 100644 --- a/api/core/workflow/nodes/variable_assigner/v2/constants.py +++ b/api/core/workflow/nodes/variable_assigner/v2/constants.py @@ -4,9 +4,11 @@ from core.variables import SegmentType EMPTY_VALUE_MAPPING = { SegmentType.STRING: "", SegmentType.NUMBER: 0, + SegmentType.BOOLEAN: False, SegmentType.OBJECT: {}, SegmentType.ARRAY_ANY: [], SegmentType.ARRAY_STRING: [], SegmentType.ARRAY_NUMBER: [], SegmentType.ARRAY_OBJECT: [], + SegmentType.ARRAY_BOOLEAN: [], } diff --git a/api/core/workflow/nodes/variable_assigner/v2/helpers.py b/api/core/workflow/nodes/variable_assigner/v2/helpers.py index 7a20975b15..324f23a900 100644 --- a/api/core/workflow/nodes/variable_assigner/v2/helpers.py +++ b/api/core/workflow/nodes/variable_assigner/v2/helpers.py @@ -16,28 +16,15 @@ def is_operation_supported(*, variable_type: SegmentType, operation: Operation): SegmentType.NUMBER, SegmentType.INTEGER, SegmentType.FLOAT, + SegmentType.BOOLEAN, } case Operation.ADD | Operation.SUBTRACT | Operation.MULTIPLY | Operation.DIVIDE: # Only number variable can be added, subtracted, multiplied or divided return variable_type in {SegmentType.NUMBER, SegmentType.INTEGER, SegmentType.FLOAT} - case Operation.APPEND | Operation.EXTEND: + case Operation.APPEND | Operation.EXTEND | Operation.REMOVE_FIRST | Operation.REMOVE_LAST: # Only array variable can be appended or extended - return variable_type in { - SegmentType.ARRAY_ANY, - SegmentType.ARRAY_OBJECT, - SegmentType.ARRAY_STRING, - SegmentType.ARRAY_NUMBER, - SegmentType.ARRAY_FILE, - } - case Operation.REMOVE_FIRST | Operation.REMOVE_LAST: # Only array variable can have elements removed - return variable_type in { - SegmentType.ARRAY_ANY, - SegmentType.ARRAY_OBJECT, - SegmentType.ARRAY_STRING, - SegmentType.ARRAY_NUMBER, - SegmentType.ARRAY_FILE, - } + return variable_type.is_array_type() case _: return False @@ -50,7 +37,7 @@ def is_variable_input_supported(*, operation: Operation): def is_constant_input_supported(*, variable_type: SegmentType, operation: Operation): match variable_type: - case SegmentType.STRING | SegmentType.OBJECT: + case SegmentType.STRING | SegmentType.OBJECT | SegmentType.BOOLEAN: return operation in {Operation.OVER_WRITE, Operation.SET} case SegmentType.NUMBER | SegmentType.INTEGER | SegmentType.FLOAT: return operation in { @@ -72,6 +59,9 @@ def is_input_value_valid(*, variable_type: SegmentType, operation: Operation, va case SegmentType.STRING: return isinstance(value, str) + case SegmentType.BOOLEAN: + return isinstance(value, bool) + case SegmentType.NUMBER | SegmentType.INTEGER | SegmentType.FLOAT: if not isinstance(value, int | float): return False @@ -91,6 +81,8 @@ def is_input_value_valid(*, variable_type: SegmentType, operation: Operation, va return isinstance(value, int | float) case SegmentType.ARRAY_OBJECT if operation == Operation.APPEND: return isinstance(value, dict) + case SegmentType.ARRAY_BOOLEAN if operation == Operation.APPEND: + return isinstance(value, bool) # Array & Extend / Overwrite case SegmentType.ARRAY_ANY if operation in {Operation.EXTEND, Operation.OVER_WRITE}: @@ -101,6 +93,8 @@ def is_input_value_valid(*, variable_type: SegmentType, operation: Operation, va return isinstance(value, list) and all(isinstance(item, int | float) for item in value) case SegmentType.ARRAY_OBJECT if operation in {Operation.EXTEND, Operation.OVER_WRITE}: return isinstance(value, list) and all(isinstance(item, dict) for item in value) + case SegmentType.ARRAY_BOOLEAN if operation in {Operation.EXTEND, Operation.OVER_WRITE}: + return isinstance(value, list) and all(isinstance(item, bool) for item in value) case _: return False diff --git a/api/core/workflow/utils/condition/entities.py b/api/core/workflow/utils/condition/entities.py index 56871a15d8..77a214571a 100644 --- a/api/core/workflow/utils/condition/entities.py +++ b/api/core/workflow/utils/condition/entities.py @@ -45,5 +45,5 @@ class SubVariableCondition(BaseModel): class Condition(BaseModel): variable_selector: list[str] comparison_operator: SupportedComparisonOperator - value: str | Sequence[str] | None = None + value: str | Sequence[str] | bool | None = None sub_variable_condition: SubVariableCondition | None = None diff --git a/api/core/workflow/utils/condition/processor.py b/api/core/workflow/utils/condition/processor.py index 9795387788..7efd1acbf1 100644 --- a/api/core/workflow/utils/condition/processor.py +++ b/api/core/workflow/utils/condition/processor.py @@ -1,13 +1,27 @@ +import json from collections.abc import Sequence -from typing import Any, Literal +from typing import Any, Literal, Union from core.file import FileAttribute, file_manager from core.variables import ArrayFileSegment +from core.variables.segments import ArrayBooleanSegment, BooleanSegment from core.workflow.entities.variable_pool import VariablePool from .entities import Condition, SubCondition, SupportedComparisonOperator +def _convert_to_bool(value: Any) -> bool: + if isinstance(value, int): + return bool(value) + + if isinstance(value, str): + loaded = json.loads(value) + if isinstance(loaded, (int, bool)): + return bool(loaded) + + raise TypeError(f"unexpected value: type={type(value)}, value={value}") + + class ConditionProcessor: def process_conditions( self, @@ -48,9 +62,16 @@ class ConditionProcessor: ) else: actual_value = variable.value if variable else None - expected_value = condition.value + expected_value: str | Sequence[str] | bool | list[bool] | None = condition.value if isinstance(expected_value, str): expected_value = variable_pool.convert_template(expected_value).text + # Here we need to explicit convet the input string to boolean. + if isinstance(variable, (BooleanSegment, ArrayBooleanSegment)) and expected_value is not None: + # The following two lines is for compatibility with existing workflows. + if isinstance(expected_value, list): + expected_value = [_convert_to_bool(i) for i in expected_value] + else: + expected_value = _convert_to_bool(expected_value) input_conditions.append( { "actual_value": actual_value, @@ -77,7 +98,7 @@ def _evaluate_condition( *, operator: SupportedComparisonOperator, value: Any, - expected: str | Sequence[str] | None, + expected: Union[str, Sequence[str], bool | Sequence[bool], None], ) -> bool: match operator: case "contains": @@ -130,7 +151,7 @@ def _assert_contains(*, value: Any, expected: Any) -> bool: if not value: return False - if not isinstance(value, str | list): + if not isinstance(value, (str, list)): raise ValueError("Invalid actual value type: string or array") if expected not in value: @@ -142,7 +163,7 @@ def _assert_not_contains(*, value: Any, expected: Any) -> bool: if not value: return True - if not isinstance(value, str | list): + if not isinstance(value, (str, list)): raise ValueError("Invalid actual value type: string or array") if expected in value: @@ -178,8 +199,8 @@ def _assert_is(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, str): - raise ValueError("Invalid actual value type: string") + if not isinstance(value, (str, bool)): + raise ValueError("Invalid actual value type: string or boolean") if value != expected: return False @@ -190,8 +211,8 @@ def _assert_is_not(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, str): - raise ValueError("Invalid actual value type: string") + if not isinstance(value, (str, bool)): + raise ValueError("Invalid actual value type: string or boolean") if value == expected: return False @@ -214,10 +235,13 @@ def _assert_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): - raise ValueError("Invalid actual value type: number") + if not isinstance(value, (int, float, bool)): + raise ValueError("Invalid actual value type: number or boolean") - if isinstance(value, int): + # Handle boolean comparison + if isinstance(value, bool): + expected = bool(expected) + elif isinstance(value, int): expected = int(expected) else: expected = float(expected) @@ -231,10 +255,13 @@ def _assert_not_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): - raise ValueError("Invalid actual value type: number") + if not isinstance(value, (int, float, bool)): + raise ValueError("Invalid actual value type: number or boolean") - if isinstance(value, int): + # Handle boolean comparison + if isinstance(value, bool): + expected = bool(expected) + elif isinstance(value, int): expected = int(expected) else: expected = float(expected) @@ -248,7 +275,7 @@ def _assert_greater_than(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): @@ -265,7 +292,7 @@ def _assert_less_than(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): @@ -282,7 +309,7 @@ def _assert_greater_than_or_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): @@ -299,7 +326,7 @@ def _assert_less_than_or_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): diff --git a/api/events/event_handlers/clean_when_document_deleted.py b/api/events/event_handlers/clean_when_document_deleted.py index 00a66f50ad..bbc913b7cf 100644 --- a/api/events/event_handlers/clean_when_document_deleted.py +++ b/api/events/event_handlers/clean_when_document_deleted.py @@ -8,4 +8,6 @@ def handle(sender, **kwargs): dataset_id = kwargs.get("dataset_id") doc_form = kwargs.get("doc_form") file_id = kwargs.get("file_id") + assert dataset_id is not None + assert doc_form is not None clean_document_task.delay(document_id, dataset_id, doc_form, file_id) diff --git a/api/events/event_handlers/create_document_index.py b/api/events/event_handlers/create_document_index.py index 1b0321f42e..8778f5cafe 100644 --- a/api/events/event_handlers/create_document_index.py +++ b/api/events/event_handlers/create_document_index.py @@ -11,6 +11,8 @@ from extensions.ext_database import db from libs.datetime_utils import naive_utc_now from models.dataset import Document +logger = logging.getLogger(__name__) + @document_index_created.connect def handle(sender, **kwargs): @@ -19,7 +21,7 @@ def handle(sender, **kwargs): documents = [] start_at = time.perf_counter() for document_id in document_ids: - logging.info(click.style(f"Start process document: {document_id}", fg="green")) + logger.info(click.style(f"Start process document: {document_id}", fg="green")) document = ( db.session.query(Document) @@ -44,6 +46,6 @@ def handle(sender, **kwargs): indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() - logging.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) diff --git a/api/events/event_handlers/update_provider_when_message_created.py b/api/events/event_handlers/update_provider_when_message_created.py index 2ed42c71ea..90eb524c93 100644 --- a/api/events/event_handlers/update_provider_when_message_created.py +++ b/api/events/event_handlers/update_provider_when_message_created.py @@ -85,6 +85,7 @@ def handle(sender: Message, **kwargs): values=_ProviderUpdateValues(last_used=current_time), description="basic_last_used_update", ) + logger.info("provider used, tenant_id=%s, provider_name=%s", tenant_id, provider_name) updates_to_perform.append(basic_update) # 2. Check if we need to deduct quota (system provider only) @@ -186,9 +187,11 @@ def _execute_provider_updates(updates_to_perform: list[_ProviderUpdateOperation] if not updates_to_perform: return + updates_to_perform = sorted(updates_to_perform, key=lambda i: (i.filters.tenant_id, i.filters.provider_name)) + # Use SQLAlchemy's context manager for transaction management # This automatically handles commit/rollback - with Session(db.engine) as session: + with Session(db.engine) as session, session.begin(): # Use a single transaction for all updates for update_operation in updates_to_perform: filters = update_operation.filters @@ -212,10 +215,13 @@ def _execute_provider_updates(updates_to_perform: list[_ProviderUpdateOperation] # Prepare values dict for SQLAlchemy update update_values = {} - if values.last_used is not None: - update_values["last_used"] = values.last_used + # updateing to `last_used` is removed due to performance reason. + # ref: https://github.com/langgenius/dify/issues/24526 if values.quota_used is not None: update_values["quota_used"] = values.quota_used + # Skip the current update operation if no updates are required. + if not update_values: + continue # Build and execute the update statement stmt = update(Provider).where(*where_conditions).values(**update_values) diff --git a/api/extensions/ext_blueprints.py b/api/extensions/ext_blueprints.py index 367c8a0dd0..53c3312f0c 100644 --- a/api/extensions/ext_blueprints.py +++ b/api/extensions/ext_blueprints.py @@ -30,7 +30,6 @@ def init_app(app: DifyApp): methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"], expose_headers=["X-Version", "X-Env"], ) - app.register_blueprint(web_bp) CORS( @@ -41,10 +40,13 @@ def init_app(app: DifyApp): methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"], expose_headers=["X-Version", "X-Env"], ) - app.register_blueprint(console_app_bp) - CORS(files_bp, allow_headers=["Content-Type"], methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"]) + CORS( + files_bp, + allow_headers=["Content-Type"], + methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"], + ) app.register_blueprint(files_bp) app.register_blueprint(inner_api_bp) diff --git a/api/extensions/ext_celery.py b/api/extensions/ext_celery.py index bcda75aee2..48b03731c7 100644 --- a/api/extensions/ext_celery.py +++ b/api/extensions/ext_celery.py @@ -3,8 +3,8 @@ from datetime import timedelta from typing import Any, Optional import pytz -from celery import Celery, Task # type: ignore -from celery.schedules import crontab # type: ignore +from celery import Celery, Task +from celery.schedules import crontab from configs import dify_config from dify_app import DifyApp @@ -66,7 +66,6 @@ def init_app(app: DifyApp) -> Celery: task_cls=FlaskTask, broker=dify_config.CELERY_BROKER_URL, backend=dify_config.CELERY_BACKEND, - task_ignore_result=True, ) celery_app.conf.update( @@ -77,6 +76,7 @@ def init_app(app: DifyApp) -> Celery: worker_task_log_format=dify_config.LOG_FORMAT, worker_hijack_root_logger=False, timezone=pytz.timezone(dify_config.LOG_TZ or "UTC"), + task_ignore_result=True, ) # Apply SSL configuration if enabled diff --git a/api/extensions/ext_database.py b/api/extensions/ext_database.py index 93842a3036..b32616b172 100644 --- a/api/extensions/ext_database.py +++ b/api/extensions/ext_database.py @@ -1,6 +1,55 @@ +import logging + +import gevent +from sqlalchemy import event +from sqlalchemy.pool import Pool + from dify_app import DifyApp from models import db +logger = logging.getLogger(__name__) + +# Global flag to avoid duplicate registration of event listener +_GEVENT_COMPATIBILITY_SETUP: bool = False + + +def _safe_rollback(connection) -> None: + """Safely rollback database connection. + + Args: + connection: Database connection object + """ + try: + connection.rollback() + except Exception: # pylint: disable=broad-exception-caught + logger.exception("Failed to rollback connection") + + +def _setup_gevent_compatibility() -> None: + global _GEVENT_COMPATIBILITY_SETUP # pylint: disable=global-statement + + # Avoid duplicate registration + if _GEVENT_COMPATIBILITY_SETUP: + return + + @event.listens_for(Pool, "reset") + def _safe_reset(dbapi_connection, connection_record, reset_state) -> None: # pylint: disable=unused-argument + if reset_state.terminate_only: + return + + # Safe rollback for connection + try: + hub = gevent.get_hub() + if hasattr(hub, "loop") and getattr(hub.loop, "in_callback", False): + gevent.spawn_later(0, lambda: _safe_rollback(dbapi_connection)) + else: + _safe_rollback(dbapi_connection) + except (AttributeError, ImportError): + _safe_rollback(dbapi_connection) + + _GEVENT_COMPATIBILITY_SETUP = True + def init_app(app: DifyApp): db.init_app(app) + _setup_gevent_compatibility() diff --git a/api/extensions/ext_login.py b/api/extensions/ext_login.py index 9b18e25eaa..cd01a31068 100644 --- a/api/extensions/ext_login.py +++ b/api/extensions/ext_login.py @@ -20,6 +20,10 @@ login_manager = flask_login.LoginManager() @login_manager.request_loader def load_user_from_request(request_from_flask_login): """Load user based on the request.""" + # Skip authentication for documentation endpoints + if dify_config.SWAGGER_UI_ENABLED and request.path.endswith((dify_config.SWAGGER_UI_PATH, "/swagger.json")): + return None + auth_header = request.headers.get("Authorization", "") auth_token: str | None = None if auth_header: diff --git a/api/extensions/ext_mail.py b/api/extensions/ext_mail.py index fe05138196..58ab023559 100644 --- a/api/extensions/ext_mail.py +++ b/api/extensions/ext_mail.py @@ -6,6 +6,8 @@ from flask import Flask from configs import dify_config from dify_app import DifyApp +logger = logging.getLogger(__name__) + class Mail: def __init__(self): @@ -18,7 +20,7 @@ class Mail: def init_app(self, app: Flask): mail_type = dify_config.MAIL_TYPE if not mail_type: - logging.warning("MAIL_TYPE is not set") + logger.warning("MAIL_TYPE is not set") return if dify_config.MAIL_DEFAULT_SEND_FROM: diff --git a/api/extensions/ext_otel.py b/api/extensions/ext_otel.py index 3fd9633e79..7313d8e3c7 100644 --- a/api/extensions/ext_otel.py +++ b/api/extensions/ext_otel.py @@ -8,7 +8,7 @@ import sys from typing import Union import flask -from celery.signals import worker_init # type: ignore +from celery.signals import worker_init from flask_login import user_loaded_from_request, user_logged_in # type: ignore from configs import dify_config @@ -16,6 +16,8 @@ from dify_app import DifyApp from libs.helper import extract_tenant_id from models import Account, EndUser +logger = logging.getLogger(__name__) + @user_logged_in.connect @user_loaded_from_request.connect @@ -33,7 +35,7 @@ def on_user_loaded(_sender, user: Union["Account", "EndUser"]): current_span.set_attribute("service.tenant.id", tenant_id) current_span.set_attribute("service.user.id", user.id) except Exception: - logging.exception("Error setting tenant and user attributes") + logger.exception("Error setting tenant and user attributes") pass @@ -74,12 +76,12 @@ def init_app(app: DifyApp): attributes[SpanAttributes.HTTP_METHOD] = str(request.method) _http_response_counter.add(1, attributes) except Exception: - logging.exception("Error setting status and attributes") + logger.exception("Error setting status and attributes") pass instrumentor = FlaskInstrumentor() if dify_config.DEBUG: - logging.info("Initializing Flask instrumentor") + logger.info("Initializing Flask instrumentor") instrumentor.instrument_app(app, response_hook=response_hook) def init_sqlalchemy_instrumentor(app: DifyApp): @@ -253,5 +255,5 @@ def init_celery_worker(*args, **kwargs): tracer_provider = get_tracer_provider() metric_provider = get_meter_provider() if dify_config.DEBUG: - logging.info("Initializing OpenTelemetry for Celery worker") + logger.info("Initializing OpenTelemetry for Celery worker") CeleryInstrumentor(tracer_provider=tracer_provider, meter_provider=metric_provider).instrument() diff --git a/api/extensions/ext_request_logging.py b/api/extensions/ext_request_logging.py index 7c69483e0f..f7263e18c4 100644 --- a/api/extensions/ext_request_logging.py +++ b/api/extensions/ext_request_logging.py @@ -8,7 +8,7 @@ from flask.signals import request_finished, request_started from configs import dify_config -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) def _is_content_type_json(content_type: str) -> bool: @@ -20,20 +20,20 @@ def _is_content_type_json(content_type: str) -> bool: def _log_request_started(_sender, **_extra): """Log the start of a request.""" - if not _logger.isEnabledFor(logging.DEBUG): + if not logger.isEnabledFor(logging.DEBUG): return request = flask.request if not (_is_content_type_json(request.content_type) and request.data): - _logger.debug("Received Request %s -> %s", request.method, request.path) + logger.debug("Received Request %s -> %s", request.method, request.path) return try: json_data = json.loads(request.data) except (TypeError, ValueError): - _logger.exception("Failed to parse JSON request") + logger.exception("Failed to parse JSON request") return formatted_json = json.dumps(json_data, ensure_ascii=False, indent=2) - _logger.debug( + logger.debug( "Received Request %s -> %s, Request Body:\n%s", request.method, request.path, @@ -43,21 +43,21 @@ def _log_request_started(_sender, **_extra): def _log_request_finished(_sender, response, **_extra): """Log the end of a request.""" - if not _logger.isEnabledFor(logging.DEBUG) or response is None: + if not logger.isEnabledFor(logging.DEBUG) or response is None: return if not _is_content_type_json(response.content_type): - _logger.debug("Response %s %s", response.status, response.content_type) + logger.debug("Response %s %s", response.status, response.content_type) return response_data = response.get_data(as_text=True) try: json_data = json.loads(response_data) except (TypeError, ValueError): - _logger.exception("Failed to parse JSON response") + logger.exception("Failed to parse JSON response") return formatted_json = json.dumps(json_data, ensure_ascii=False, indent=2) - _logger.debug( + logger.debug( "Response %s %s, Response Body:\n%s", response.status, response.content_type, diff --git a/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py b/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py index 09ab37f42e..754c437fd7 100644 --- a/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py +++ b/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py @@ -292,7 +292,6 @@ class ClickZettaVolumeStorage(BaseStorage): # Get the actual volume path (may include dify_km prefix) volume_path = self._get_volume_path(filename, dataset_id) - actual_filename = volume_path.split("/")[-1] if "/" in volume_path else volume_path # For User Volume, use the full path with dify_km prefix if volume_prefix == "USER VOLUME": diff --git a/api/extensions/storage/clickzetta_volume/file_lifecycle.py b/api/extensions/storage/clickzetta_volume/file_lifecycle.py index d5d04f121b..2e0724f678 100644 --- a/api/extensions/storage/clickzetta_volume/file_lifecycle.py +++ b/api/extensions/storage/clickzetta_volume/file_lifecycle.py @@ -7,7 +7,7 @@ import json import logging from dataclasses import asdict, dataclass -from datetime import datetime, timedelta +from datetime import datetime from enum import Enum from typing import Any, Optional @@ -185,7 +185,6 @@ class FileLifecycleManager: versions.append(current_metadata) # 获取历史版本 - version_pattern = f"{self._version_prefix}{filename}.v*" try: version_files = self._storage.scan(self._dataset_id or "", files=True) for file_path in version_files: @@ -331,7 +330,6 @@ class FileLifecycleManager: """ try: cleaned_count = 0 - cutoff_date = datetime.now() - timedelta(days=max_age_days) # 获取所有版本文件 try: diff --git a/api/factories/variable_factory.py b/api/factories/variable_factory.py index 39ebd009d5..aa9828f3db 100644 --- a/api/factories/variable_factory.py +++ b/api/factories/variable_factory.py @@ -7,11 +7,13 @@ from core.file import File from core.variables.exc import VariableError from core.variables.segments import ( ArrayAnySegment, + ArrayBooleanSegment, ArrayFileSegment, ArrayNumberSegment, ArrayObjectSegment, ArraySegment, ArrayStringSegment, + BooleanSegment, FileSegment, FloatSegment, IntegerSegment, @@ -23,10 +25,12 @@ from core.variables.segments import ( from core.variables.types import SegmentType from core.variables.variables import ( ArrayAnyVariable, + ArrayBooleanVariable, ArrayFileVariable, ArrayNumberVariable, ArrayObjectVariable, ArrayStringVariable, + BooleanVariable, FileVariable, FloatVariable, IntegerVariable, @@ -49,17 +53,19 @@ class TypeMismatchError(Exception): # Define the constant SEGMENT_TO_VARIABLE_MAP = { - StringSegment: StringVariable, - IntegerSegment: IntegerVariable, - FloatSegment: FloatVariable, - ObjectSegment: ObjectVariable, - FileSegment: FileVariable, - ArrayStringSegment: ArrayStringVariable, + ArrayAnySegment: ArrayAnyVariable, + ArrayBooleanSegment: ArrayBooleanVariable, + ArrayFileSegment: ArrayFileVariable, ArrayNumberSegment: ArrayNumberVariable, ArrayObjectSegment: ArrayObjectVariable, - ArrayFileSegment: ArrayFileVariable, - ArrayAnySegment: ArrayAnyVariable, + ArrayStringSegment: ArrayStringVariable, + BooleanSegment: BooleanVariable, + FileSegment: FileVariable, + FloatSegment: FloatVariable, + IntegerSegment: IntegerVariable, NoneSegment: NoneVariable, + ObjectSegment: ObjectVariable, + StringSegment: StringVariable, } @@ -99,6 +105,8 @@ def _build_variable_from_mapping(*, mapping: Mapping[str, Any], selector: Sequen mapping = dict(mapping) mapping["value_type"] = SegmentType.FLOAT result = FloatVariable.model_validate(mapping) + case SegmentType.BOOLEAN: + result = BooleanVariable.model_validate(mapping) case SegmentType.NUMBER if not isinstance(value, float | int): raise VariableError(f"invalid number value {value}") case SegmentType.OBJECT if isinstance(value, dict): @@ -109,6 +117,8 @@ def _build_variable_from_mapping(*, mapping: Mapping[str, Any], selector: Sequen result = ArrayNumberVariable.model_validate(mapping) case SegmentType.ARRAY_OBJECT if isinstance(value, list): result = ArrayObjectVariable.model_validate(mapping) + case SegmentType.ARRAY_BOOLEAN if isinstance(value, list): + result = ArrayBooleanVariable.model_validate(mapping) case _: raise VariableError(f"not supported value type {value_type}") if result.size > dify_config.MAX_VARIABLE_SIZE: @@ -129,6 +139,8 @@ def build_segment(value: Any, /) -> Segment: return NoneSegment() if isinstance(value, str): return StringSegment(value=value) + if isinstance(value, bool): + return BooleanSegment(value=value) if isinstance(value, int): return IntegerSegment(value=value) if isinstance(value, float): @@ -152,6 +164,8 @@ def build_segment(value: Any, /) -> Segment: return ArrayStringSegment(value=value) case SegmentType.NUMBER | SegmentType.INTEGER | SegmentType.FLOAT: return ArrayNumberSegment(value=value) + case SegmentType.BOOLEAN: + return ArrayBooleanSegment(value=value) case SegmentType.OBJECT: return ArrayObjectSegment(value=value) case SegmentType.FILE: @@ -170,6 +184,7 @@ _segment_factory: Mapping[SegmentType, type[Segment]] = { SegmentType.INTEGER: IntegerSegment, SegmentType.FLOAT: FloatSegment, SegmentType.FILE: FileSegment, + SegmentType.BOOLEAN: BooleanSegment, SegmentType.OBJECT: ObjectSegment, # Array types SegmentType.ARRAY_ANY: ArrayAnySegment, @@ -177,6 +192,7 @@ _segment_factory: Mapping[SegmentType, type[Segment]] = { SegmentType.ARRAY_NUMBER: ArrayNumberSegment, SegmentType.ARRAY_OBJECT: ArrayObjectSegment, SegmentType.ARRAY_FILE: ArrayFileSegment, + SegmentType.ARRAY_BOOLEAN: ArrayBooleanSegment, } @@ -225,6 +241,8 @@ def build_segment_with_type(segment_type: SegmentType, value: Any) -> Segment: return ArrayAnySegment(value=value) elif segment_type == SegmentType.ARRAY_STRING: return ArrayStringSegment(value=value) + elif segment_type == SegmentType.ARRAY_BOOLEAN: + return ArrayBooleanSegment(value=value) elif segment_type == SegmentType.ARRAY_NUMBER: return ArrayNumberSegment(value=value) elif segment_type == SegmentType.ARRAY_OBJECT: diff --git a/api/fields/annotation_fields.py b/api/fields/annotation_fields.py index 379dcc6d16..38835d5ac7 100644 --- a/api/fields/annotation_fields.py +++ b/api/fields/annotation_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from libs.helper import TimestampField @@ -11,6 +11,12 @@ annotation_fields = { # 'account': fields.Nested(simple_account_fields, allow_null=True) } + +def build_annotation_model(api_or_ns: Api | Namespace): + """Build the annotation model for the API or Namespace.""" + return api_or_ns.model("Annotation", annotation_fields) + + annotation_list_fields = { "data": fields.List(fields.Nested(annotation_fields)), } diff --git a/api/fields/api_based_extension_fields.py b/api/fields/api_based_extension_fields.py index a85d4a34db..a2dda1dc15 100644 --- a/api/fields/api_based_extension_fields.py +++ b/api/fields/api_based_extension_fields.py @@ -1,10 +1,10 @@ -from flask_restful import fields +from flask_restx import fields from libs.helper import TimestampField class HiddenAPIKey(fields.Raw): - def output(self, key, obj): + def output(self, key, obj, **kwargs): api_key = obj.api_key # If the length of the api_key is less than 8 characters, show the first and last characters if len(api_key) <= 8: diff --git a/api/fields/app_fields.py b/api/fields/app_fields.py index 1a5fcabf97..1f14d663b8 100644 --- a/api/fields/app_fields.py +++ b/api/fields/app_fields.py @@ -1,6 +1,6 @@ import json -from flask_restful import fields +from flask_restx import fields from fields.workflow_fields import workflow_partial_fields from libs.helper import AppIconUrlField, TimestampField diff --git a/api/fields/conversation_fields.py b/api/fields/conversation_fields.py index 370e8a5a58..ecc267cf38 100644 --- a/api/fields/conversation_fields.py +++ b/api/fields/conversation_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from fields.member_fields import simple_account_fields from libs.helper import TimestampField @@ -45,6 +45,12 @@ message_file_fields = { "upload_file_id": fields.String(default=None), } + +def build_message_file_model(api_or_ns: Api | Namespace): + """Build the message file fields for the API or Namespace.""" + return api_or_ns.model("MessageFile", message_file_fields) + + agent_thought_fields = { "id": fields.String, "chain_id": fields.String, @@ -209,3 +215,22 @@ conversation_infinite_scroll_pagination_fields = { "has_more": fields.Boolean, "data": fields.List(fields.Nested(simple_conversation_fields)), } + + +def build_conversation_infinite_scroll_pagination_model(api_or_ns: Api | Namespace): + """Build the conversation infinite scroll pagination model for the API or Namespace.""" + simple_conversation_model = build_simple_conversation_model(api_or_ns) + + copied_fields = conversation_infinite_scroll_pagination_fields.copy() + copied_fields["data"] = fields.List(fields.Nested(simple_conversation_model)) + return api_or_ns.model("ConversationInfiniteScrollPagination", copied_fields) + + +def build_conversation_delete_model(api_or_ns: Api | Namespace): + """Build the conversation delete model for the API or Namespace.""" + return api_or_ns.model("ConversationDelete", conversation_delete_fields) + + +def build_simple_conversation_model(api_or_ns: Api | Namespace): + """Build the simple conversation model for the API or Namespace.""" + return api_or_ns.model("SimpleConversation", simple_conversation_fields) diff --git a/api/fields/conversation_variable_fields.py b/api/fields/conversation_variable_fields.py index c5a0c9a49d..7d5e311591 100644 --- a/api/fields/conversation_variable_fields.py +++ b/api/fields/conversation_variable_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from libs.helper import TimestampField @@ -27,3 +27,19 @@ conversation_variable_infinite_scroll_pagination_fields = { "has_more": fields.Boolean, "data": fields.List(fields.Nested(conversation_variable_fields)), } + + +def build_conversation_variable_model(api_or_ns: Api | Namespace): + """Build the conversation variable model for the API or Namespace.""" + return api_or_ns.model("ConversationVariable", conversation_variable_fields) + + +def build_conversation_variable_infinite_scroll_pagination_model(api_or_ns: Api | Namespace): + """Build the conversation variable infinite scroll pagination model for the API or Namespace.""" + # Build the nested variable model first + conversation_variable_model = build_conversation_variable_model(api_or_ns) + + copied_fields = conversation_variable_infinite_scroll_pagination_fields.copy() + copied_fields["data"] = fields.List(fields.Nested(conversation_variable_model)) + + return api_or_ns.model("ConversationVariableInfiniteScrollPagination", copied_fields) diff --git a/api/fields/data_source_fields.py b/api/fields/data_source_fields.py index 071071376f..27ab505376 100644 --- a/api/fields/data_source_fields.py +++ b/api/fields/data_source_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from libs.helper import TimestampField @@ -24,8 +24,6 @@ integrate_notion_info_list_fields = { "notion_info": fields.List(fields.Nested(integrate_workspace_fields)), } -integrate_icon_fields = {"type": fields.String, "url": fields.String, "emoji": fields.String} - integrate_page_fields = { "page_name": fields.String, "page_id": fields.String, diff --git a/api/fields/dataset_fields.py b/api/fields/dataset_fields.py index 32a88cc5db..5a3082516e 100644 --- a/api/fields/dataset_fields.py +++ b/api/fields/dataset_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from libs.helper import TimestampField diff --git a/api/fields/document_fields.py b/api/fields/document_fields.py index 7fd43e8dbe..9be59f7454 100644 --- a/api/fields/document_fields.py +++ b/api/fields/document_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from fields.dataset_fields import dataset_fields from libs.helper import TimestampField diff --git a/api/fields/end_user_fields.py b/api/fields/end_user_fields.py index 99e529f9d1..ea43e3b5fd 100644 --- a/api/fields/end_user_fields.py +++ b/api/fields/end_user_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields simple_end_user_fields = { "id": fields.String, @@ -6,3 +6,7 @@ simple_end_user_fields = { "is_anonymous": fields.Boolean, "session_id": fields.String, } + + +def build_simple_end_user_model(api_or_ns: Api | Namespace): + return api_or_ns.model("SimpleEndUser", simple_end_user_fields) diff --git a/api/fields/file_fields.py b/api/fields/file_fields.py index 8b4839ef97..dd359e2f5f 100644 --- a/api/fields/file_fields.py +++ b/api/fields/file_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from libs.helper import TimestampField @@ -11,6 +11,19 @@ upload_config_fields = { "workflow_file_upload_limit": fields.Integer, } + +def build_upload_config_model(api_or_ns: Api | Namespace): + """Build the upload config model for the API or Namespace. + + Args: + api_or_ns: Flask-RestX Api or Namespace instance + + Returns: + The registered model + """ + return api_or_ns.model("UploadConfig", upload_config_fields) + + file_fields = { "id": fields.String, "name": fields.String, @@ -22,12 +35,37 @@ file_fields = { "preview_url": fields.String, } + +def build_file_model(api_or_ns: Api | Namespace): + """Build the file model for the API or Namespace. + + Args: + api_or_ns: Flask-RestX Api or Namespace instance + + Returns: + The registered model + """ + return api_or_ns.model("File", file_fields) + + remote_file_info_fields = { "file_type": fields.String(attribute="file_type"), "file_length": fields.Integer(attribute="file_length"), } +def build_remote_file_info_model(api_or_ns: Api | Namespace): + """Build the remote file info model for the API or Namespace. + + Args: + api_or_ns: Flask-RestX Api or Namespace instance + + Returns: + The registered model + """ + return api_or_ns.model("RemoteFileInfo", remote_file_info_fields) + + file_fields_with_signed_url = { "id": fields.String, "name": fields.String, @@ -38,3 +76,15 @@ file_fields_with_signed_url = { "created_by": fields.String, "created_at": TimestampField, } + + +def build_file_with_signed_url_model(api_or_ns: Api | Namespace): + """Build the file with signed URL model for the API or Namespace. + + Args: + api_or_ns: Flask-RestX Api or Namespace instance + + Returns: + The registered model + """ + return api_or_ns.model("FileWithSignedUrl", file_fields_with_signed_url) diff --git a/api/fields/hit_testing_fields.py b/api/fields/hit_testing_fields.py index 9d67999ea4..75bdff1803 100644 --- a/api/fields/hit_testing_fields.py +++ b/api/fields/hit_testing_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from libs.helper import TimestampField diff --git a/api/fields/installed_app_fields.py b/api/fields/installed_app_fields.py index e0b3e340f6..16dd26a10e 100644 --- a/api/fields/installed_app_fields.py +++ b/api/fields/installed_app_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from libs.helper import AppIconUrlField, TimestampField diff --git a/api/fields/member_fields.py b/api/fields/member_fields.py index 8007b7e052..08e38a6931 100644 --- a/api/fields/member_fields.py +++ b/api/fields/member_fields.py @@ -1,8 +1,17 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from libs.helper import AvatarUrlField, TimestampField -simple_account_fields = {"id": fields.String, "name": fields.String, "email": fields.String} +simple_account_fields = { + "id": fields.String, + "name": fields.String, + "email": fields.String, +} + + +def build_simple_account_model(api_or_ns: Api | Namespace): + return api_or_ns.model("SimpleAccount", simple_account_fields) + account_fields = { "id": fields.String, diff --git a/api/fields/message_fields.py b/api/fields/message_fields.py index e6aebd810f..a419da2e18 100644 --- a/api/fields/message_fields.py +++ b/api/fields/message_fields.py @@ -1,11 +1,19 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from fields.conversation_fields import message_file_fields from libs.helper import TimestampField from .raws import FilesContainedField -feedback_fields = {"rating": fields.String} +feedback_fields = { + "rating": fields.String, +} + + +def build_feedback_model(api_or_ns: Api | Namespace): + """Build the feedback model for the API or Namespace.""" + return api_or_ns.model("Feedback", feedback_fields) + agent_thought_fields = { "id": fields.String, @@ -21,6 +29,12 @@ agent_thought_fields = { "files": fields.List(fields.String), } + +def build_agent_thought_model(api_or_ns: Api | Namespace): + """Build the agent thought model for the API or Namespace.""" + return api_or_ns.model("AgentThought", agent_thought_fields) + + retriever_resource_fields = { "id": fields.String, "message_id": fields.String, diff --git a/api/fields/raws.py b/api/fields/raws.py index 15ec16ab13..9bc6a12c78 100644 --- a/api/fields/raws.py +++ b/api/fields/raws.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from core.file import File diff --git a/api/fields/segment_fields.py b/api/fields/segment_fields.py index 4126c24598..2ff917d6bc 100644 --- a/api/fields/segment_fields.py +++ b/api/fields/segment_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from libs.helper import TimestampField diff --git a/api/fields/tag_fields.py b/api/fields/tag_fields.py index 9af4fc57dd..d5b7c86a04 100644 --- a/api/fields/tag_fields.py +++ b/api/fields/tag_fields.py @@ -1,3 +1,12 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields -tag_fields = {"id": fields.String, "name": fields.String, "type": fields.String, "binding_count": fields.String} +dataset_tag_fields = { + "id": fields.String, + "name": fields.String, + "type": fields.String, + "binding_count": fields.String, +} + + +def build_dataset_tag_fields(api_or_ns: Api | Namespace): + return api_or_ns.model("DataSetTag", dataset_tag_fields) diff --git a/api/fields/workflow_app_log_fields.py b/api/fields/workflow_app_log_fields.py index 823c99ec6b..243efd817c 100644 --- a/api/fields/workflow_app_log_fields.py +++ b/api/fields/workflow_app_log_fields.py @@ -1,8 +1,8 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields -from fields.end_user_fields import simple_end_user_fields -from fields.member_fields import simple_account_fields -from fields.workflow_run_fields import workflow_run_for_log_fields +from fields.end_user_fields import build_simple_end_user_model, simple_end_user_fields +from fields.member_fields import build_simple_account_model, simple_account_fields +from fields.workflow_run_fields import build_workflow_run_for_log_model, workflow_run_for_log_fields from libs.helper import TimestampField workflow_app_log_partial_fields = { @@ -15,6 +15,24 @@ workflow_app_log_partial_fields = { "created_at": TimestampField, } + +def build_workflow_app_log_partial_model(api_or_ns: Api | Namespace): + """Build the workflow app log partial model for the API or Namespace.""" + workflow_run_model = build_workflow_run_for_log_model(api_or_ns) + simple_account_model = build_simple_account_model(api_or_ns) + simple_end_user_model = build_simple_end_user_model(api_or_ns) + + copied_fields = workflow_app_log_partial_fields.copy() + copied_fields["workflow_run"] = fields.Nested(workflow_run_model, attribute="workflow_run", allow_null=True) + copied_fields["created_by_account"] = fields.Nested( + simple_account_model, attribute="created_by_account", allow_null=True + ) + copied_fields["created_by_end_user"] = fields.Nested( + simple_end_user_model, attribute="created_by_end_user", allow_null=True + ) + return api_or_ns.model("WorkflowAppLogPartial", copied_fields) + + workflow_app_log_pagination_fields = { "page": fields.Integer, "limit": fields.Integer, @@ -22,3 +40,13 @@ workflow_app_log_pagination_fields = { "has_more": fields.Boolean, "data": fields.List(fields.Nested(workflow_app_log_partial_fields)), } + + +def build_workflow_app_log_pagination_model(api_or_ns: Api | Namespace): + """Build the workflow app log pagination model for the API or Namespace.""" + # Build the nested partial model first + workflow_app_log_partial_model = build_workflow_app_log_partial_model(api_or_ns) + + copied_fields = workflow_app_log_pagination_fields.copy() + copied_fields["data"] = fields.List(fields.Nested(workflow_app_log_partial_model)) + return api_or_ns.model("WorkflowAppLogPagination", copied_fields) diff --git a/api/fields/workflow_fields.py b/api/fields/workflow_fields.py index 930e59cc1c..f048d0f3b6 100644 --- a/api/fields/workflow_fields.py +++ b/api/fields/workflow_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import fields from core.helper import encrypter from core.variables import SecretVariable, SegmentType, Variable diff --git a/api/fields/workflow_run_fields.py b/api/fields/workflow_run_fields.py index a106728e9c..6462d8ce5a 100644 --- a/api/fields/workflow_run_fields.py +++ b/api/fields/workflow_run_fields.py @@ -1,4 +1,4 @@ -from flask_restful import fields +from flask_restx import Api, Namespace, fields from fields.end_user_fields import simple_end_user_fields from fields.member_fields import simple_account_fields @@ -17,6 +17,11 @@ workflow_run_for_log_fields = { "exceptions_count": fields.Integer, } + +def build_workflow_run_for_log_model(api_or_ns: Api | Namespace): + return api_or_ns.model("WorkflowRunForLog", workflow_run_for_log_fields) + + workflow_run_for_list_fields = { "id": fields.String, "version": fields.String, diff --git a/api/lazy_load_class.py b/api/lazy_load_class.py new file mode 100644 index 0000000000..dd3c2a16e8 --- /dev/null +++ b/api/lazy_load_class.py @@ -0,0 +1,11 @@ +from tests.integration_tests.utils.parent_class import ParentClass + + +class LazyLoadChildClass(ParentClass): + """Test lazy load child class for module import helper tests""" + + def __init__(self, name): + super().__init__(name) + + def get_name(self): + return self.name diff --git a/api/libs/external_api.py b/api/libs/external_api.py index 2070df3e55..a630a97fd6 100644 --- a/api/libs/external_api.py +++ b/api/libs/external_api.py @@ -1,119 +1,128 @@ import re import sys +from collections.abc import Mapping from typing import Any -from flask import current_app, got_request_exception -from flask_restful import Api, http_status_message -from werkzeug.datastructures import Headers +from flask import Blueprint, Flask, current_app, got_request_exception +from flask_restx import Api from werkzeug.exceptions import HTTPException +from werkzeug.http import HTTP_STATUS_CODES +from configs import dify_config from core.errors.error import AppInvokeQuotaExceededError -class ExternalApi(Api): - def handle_error(self, e): - """Error handler for the API transforms a raised exception into a Flask - response, with the appropriate HTTP status code and body. +def http_status_message(code): + return HTTP_STATUS_CODES.get(code, "") - :param e: the raised Exception object - :type e: Exception - """ +def register_external_error_handlers(api: Api) -> None: + @api.errorhandler(HTTPException) + def handle_http_exception(e: HTTPException): got_request_exception.send(current_app, exception=e) - headers = Headers() - if isinstance(e, HTTPException): - if e.response is not None: - resp = e.get_response() - return resp + # If Werkzeug already prepared a Response, just use it. + if getattr(e, "response", None) is not None: + return e.response - status_code = e.code - default_data = { - "code": re.sub(r"(?= 500: - exc_info: Any = sys.exc_info() - if exc_info[1] is None: - exc_info = None - current_app.log_exception(exc_info) - - if status_code == 406 and self.default_mediatype is None: - # if we are handling NotAcceptable (406), make sure that - # make_response uses a representation we support as the - # default mediatype (so that make_response doesn't throw - # another NotAcceptable error). - supported_mediatypes = list(self.representations.keys()) # only supported application/json - fallback_mediatype = supported_mediatypes[0] if supported_mediatypes else "text/plain" - data = {"code": "not_acceptable", "message": data.get("message")} - resp = self.make_response(data, status_code, headers, fallback_mediatype=fallback_mediatype) + # Payload per status + if status_code == 406 and api.default_mediatype is None: + data = {"code": "not_acceptable", "message": default_data["message"], "status": status_code} + return data, status_code, headers elif status_code == 400: - if isinstance(data.get("message"), dict): - param_key, param_value = list(data.get("message", {}).items())[0] - data = {"code": "invalid_param", "message": param_value, "params": param_key} + msg = default_data["message"] + if isinstance(msg, Mapping) and msg: + # Convert param errors like {"field": "reason"} into a friendly shape + param_key, param_value = next(iter(msg.items())) + data = { + "code": "invalid_param", + "message": str(param_value), + "params": param_key, + "status": status_code, + } else: - if "code" not in data: - data["code"] = "unknown" - - resp = self.make_response(data, status_code, headers) + data = {**default_data} + data.setdefault("code", "unknown") + return data, status_code, headers else: - if "code" not in data: - data["code"] = "unknown" + data = {**default_data} + data.setdefault("code", "unknown") + # If you need WWW-Authenticate for 401, add it to headers + if status_code == 401: + headers["WWW-Authenticate"] = 'Bearer realm="api"' + return data, status_code, headers - resp = self.make_response(data, status_code, headers) + @api.errorhandler(ValueError) + def handle_value_error(e: ValueError): + got_request_exception.send(current_app, exception=e) + status_code = 400 + data = {"code": "invalid_param", "message": str(e), "status": status_code} + return data, status_code - if status_code == 401: - resp = self.unauthorized(resp) - return resp + @api.errorhandler(AppInvokeQuotaExceededError) + def handle_quota_exceeded(e: AppInvokeQuotaExceededError): + got_request_exception.send(current_app, exception=e) + status_code = 429 + data = {"code": "too_many_requests", "message": str(e), "status": status_code} + return data, status_code + + @api.errorhandler(Exception) + def handle_general_exception(e: Exception): + got_request_exception.send(current_app, exception=e) + + status_code = 500 + data: dict[str, Any] = getattr(e, "data", {"message": http_status_message(status_code)}) + + # 🔒 Normalize non-mapping data (e.g., if someone set e.data = Response) + if not isinstance(data, Mapping): + data = {"message": str(e)} + + data.setdefault("code", "unknown") + data.setdefault("status", status_code) + + # Log stack + exc_info: Any = sys.exc_info() + if exc_info[1] is None: + exc_info = None + current_app.log_exception(exc_info) + + return data, status_code + + +class ExternalApi(Api): + _authorizations = { + "Bearer": { + "type": "apiKey", + "in": "header", + "name": "Authorization", + "description": "Type: Bearer {your-api-key}", + } + } + + def __init__(self, app: Blueprint | Flask, *args, **kwargs): + kwargs.setdefault("authorizations", self._authorizations) + kwargs.setdefault("security", "Bearer") + kwargs["add_specs"] = dify_config.SWAGGER_UI_ENABLED + kwargs["doc"] = dify_config.SWAGGER_UI_PATH if dify_config.SWAGGER_UI_ENABLED else False + + # manual separate call on construction and init_app to ensure configs in kwargs effective + super().__init__(app=None, *args, **kwargs) # type: ignore + self.init_app(app, **kwargs) + register_external_error_handlers(self) diff --git a/api/libs/helper.py b/api/libs/helper.py index b36f972e19..d4f15ca937 100644 --- a/api/libs/helper.py +++ b/api/libs/helper.py @@ -14,7 +14,7 @@ from typing import TYPE_CHECKING, Any, Optional, Union, cast from zoneinfo import available_timezones from flask import Response, stream_with_context -from flask_restful import fields +from flask_restx import fields from pydantic import BaseModel from configs import dify_config @@ -27,6 +27,8 @@ if TYPE_CHECKING: from models.account import Account from models.model import EndUser +logger = logging.getLogger(__name__) + def extract_tenant_id(user: Union["Account", "EndUser"]) -> str | None: """ @@ -57,7 +59,7 @@ def run(script): class AppIconUrlField(fields.Raw): - def output(self, key, obj): + def output(self, key, obj, **kwargs): if obj is None: return None @@ -72,7 +74,7 @@ class AppIconUrlField(fields.Raw): class AvatarUrlField(fields.Raw): - def output(self, key, obj): + def output(self, key, obj, **kwargs): if obj is None: return None @@ -321,7 +323,7 @@ class TokenManager: key = cls._get_token_key(token, token_type) token_data_json = redis_client.get(key) if token_data_json is None: - logging.warning("%s token %s not found with key %s", token_type, token, key) + logger.warning("%s token %s not found with key %s", token_type, token, key) return None token_data: Optional[dict[str, Any]] = json.loads(token_data_json) return token_data diff --git a/api/libs/login.py b/api/libs/login.py index e3a7fe2948..711d16e3b9 100644 --- a/api/libs/login.py +++ b/api/libs/login.py @@ -1,5 +1,5 @@ from functools import wraps -from typing import Any +from typing import Union, cast from flask import current_app, g, has_request_context, request from flask_login.config import EXEMPT_METHODS # type: ignore @@ -11,7 +11,7 @@ from models.model import EndUser #: A proxy for the current user. If no user is logged in, this will be an #: anonymous user -current_user: Any = LocalProxy(lambda: _get_user()) +current_user = cast(Union[Account, EndUser, None], LocalProxy(lambda: _get_user())) def login_required(func): @@ -52,7 +52,7 @@ def login_required(func): def decorated_view(*args, **kwargs): if request.method in EXEMPT_METHODS or dify_config.LOGIN_DISABLED: pass - elif not current_user.is_authenticated: + elif current_user is not None and not current_user.is_authenticated: return current_app.login_manager.unauthorized() # type: ignore # flask 1.x compatibility diff --git a/api/libs/module_loading.py b/api/libs/module_loading.py new file mode 100644 index 0000000000..616d072a1b --- /dev/null +++ b/api/libs/module_loading.py @@ -0,0 +1,55 @@ +""" +Module loading utilities similar to Django's module_loading. + +Reference implementation from Django: +https://github.com/django/django/blob/main/django/utils/module_loading.py +""" + +import sys +from importlib import import_module +from typing import Any + + +def cached_import(module_path: str, class_name: str) -> Any: + """ + Import a module and return the named attribute/class from it, with caching. + + Args: + module_path: The module path to import from + class_name: The attribute/class name to retrieve + + Returns: + The imported attribute/class + """ + if not ( + (module := sys.modules.get(module_path)) + and (spec := getattr(module, "__spec__", None)) + and getattr(spec, "_initializing", False) is False + ): + module = import_module(module_path) + return getattr(module, class_name) + + +def import_string(dotted_path: str) -> Any: + """ + Import a dotted module path and return the attribute/class designated by + the last name in the path. Raise ImportError if the import failed. + + Args: + dotted_path: Full module path to the class (e.g., 'module.submodule.ClassName') + + Returns: + The imported class or attribute + + Raises: + ImportError: If the module or attribute cannot be imported + """ + try: + module_path, class_name = dotted_path.rsplit(".", 1) + except ValueError as err: + raise ImportError(f"{dotted_path} doesn't look like a module path") from err + + try: + return cached_import(module_path, class_name) + except AttributeError as err: + raise ImportError(f'Module "{module_path}" does not define a "{class_name}" attribute/class') from err diff --git a/api/libs/sendgrid.py b/api/libs/sendgrid.py index cfc6c7d794..5f7d31d47d 100644 --- a/api/libs/sendgrid.py +++ b/api/libs/sendgrid.py @@ -4,6 +4,8 @@ import sendgrid # type: ignore from python_http_client.exceptions import ForbiddenError, UnauthorizedError from sendgrid.helpers.mail import Content, Email, Mail, To # type: ignore +logger = logging.getLogger(__name__) + class SendGridClient: def __init__(self, sendgrid_api_key: str, _from: str): @@ -11,7 +13,7 @@ class SendGridClient: self._from = _from def send(self, mail: dict): - logging.debug("Sending email with SendGrid") + logger.debug("Sending email with SendGrid") try: _to = mail["to"] @@ -27,19 +29,19 @@ class SendGridClient: mail = Mail(from_email, to_email, subject, content) mail_json = mail.get() # type: ignore response = sg.client.mail.send.post(request_body=mail_json) - logging.debug(response.status_code) - logging.debug(response.body) - logging.debug(response.headers) + logger.debug(response.status_code) + logger.debug(response.body) + logger.debug(response.headers) except TimeoutError as e: - logging.exception("SendGridClient Timeout occurred while sending email") + logger.exception("SendGridClient Timeout occurred while sending email") raise except (UnauthorizedError, ForbiddenError) as e: - logging.exception( + logger.exception( "SendGridClient Authentication failed. " "Verify that your credentials and the 'from' email address are correct" ) raise except Exception as e: - logging.exception("SendGridClient Unexpected error occurred while sending email to %s", _to) + logger.exception("SendGridClient Unexpected error occurred while sending email to %s", _to) raise diff --git a/api/libs/smtp.py b/api/libs/smtp.py index a01ad6fab8..8203ca8503 100644 --- a/api/libs/smtp.py +++ b/api/libs/smtp.py @@ -3,6 +3,8 @@ import smtplib from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText +logger = logging.getLogger(__name__) + class SMTPClient: def __init__( @@ -44,13 +46,13 @@ class SMTPClient: smtp.sendmail(self._from, mail["to"], msg.as_string()) except smtplib.SMTPException as e: - logging.exception("SMTP error occurred") + logger.exception("SMTP error occurred") raise except TimeoutError as e: - logging.exception("Timeout occurred while sending email") + logger.exception("Timeout occurred while sending email") raise except Exception as e: - logging.exception("Unexpected error occurred while sending email to %s", mail["to"]) + logger.exception("Unexpected error occurred while sending email to %s", mail["to"]) raise finally: if smtp: diff --git a/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py b/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py new file mode 100644 index 0000000000..7bcdc8f498 --- /dev/null +++ b/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py @@ -0,0 +1,177 @@ +"""Add provider multi credential support + +Revision ID: e8446f481c1e +Revises: 8bcc02c9bd07 +Create Date: 2025-08-09 15:53:54.341341 + +""" +from alembic import op +from libs.uuid_utils import uuidv7 +import models as models +import sqlalchemy as sa +from sqlalchemy.sql import table, column + +# revision identifiers, used by Alembic. +revision = 'e8446f481c1e' +down_revision = 'fa8b0fa6f407' +branch_labels = None +depends_on = None + + +def upgrade(): + # Create provider_credentials table + op.create_table('provider_credentials', + sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False), + sa.Column('tenant_id', models.types.StringUUID(), nullable=False), + sa.Column('provider_name', sa.String(length=255), nullable=False), + sa.Column('credential_name', sa.String(length=255), nullable=False), + sa.Column('encrypted_config', sa.Text(), nullable=False), + sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False), + sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False), + sa.PrimaryKeyConstraint('id', name='provider_credential_pkey') + ) + + # Create index for provider_credentials + with op.batch_alter_table('provider_credentials', schema=None) as batch_op: + batch_op.create_index('provider_credential_tenant_provider_idx', ['tenant_id', 'provider_name'], unique=False) + + # Add credential_id to providers table + with op.batch_alter_table('providers', schema=None) as batch_op: + batch_op.add_column(sa.Column('credential_id', models.types.StringUUID(), nullable=True)) + + # Add credential_id to load_balancing_model_configs table + with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: + batch_op.add_column(sa.Column('credential_id', models.types.StringUUID(), nullable=True)) + + migrate_existing_providers_data() + + # Remove encrypted_config column from providers table after migration + with op.batch_alter_table('providers', schema=None) as batch_op: + batch_op.drop_column('encrypted_config') + + +def migrate_existing_providers_data(): + """migrate providers table data to provider_credentials""" + + # Define table structure for data manipulation + providers_table = table('providers', + column('id', models.types.StringUUID()), + column('tenant_id', models.types.StringUUID()), + column('provider_name', sa.String()), + column('encrypted_config', sa.Text()), + column('created_at', sa.DateTime()), + column('updated_at', sa.DateTime()), + column('credential_id', models.types.StringUUID()), + ) + + provider_credential_table = table('provider_credentials', + column('id', models.types.StringUUID()), + column('tenant_id', models.types.StringUUID()), + column('provider_name', sa.String()), + column('credential_name', sa.String()), + column('encrypted_config', sa.Text()), + column('created_at', sa.DateTime()), + column('updated_at', sa.DateTime()) + ) + + # Get database connection + conn = op.get_bind() + + # Query all existing providers data + existing_providers = conn.execute( + sa.select(providers_table.c.id, providers_table.c.tenant_id, + providers_table.c.provider_name, providers_table.c.encrypted_config, + providers_table.c.created_at, providers_table.c.updated_at) + .where(providers_table.c.encrypted_config.isnot(None)) + ).fetchall() + + # Iterate through each provider and insert into provider_credentials + for provider in existing_providers: + credential_id = str(uuidv7()) + if not provider.encrypted_config or provider.encrypted_config.strip() == '': + continue + + # Insert into provider_credentials table + conn.execute( + provider_credential_table.insert().values( + id=credential_id, + tenant_id=provider.tenant_id, + provider_name=provider.provider_name, + credential_name='API_KEY1', # Use a default name + encrypted_config=provider.encrypted_config, + created_at=provider.created_at, + updated_at=provider.updated_at + ) + ) + + # Update original providers table, set credential_id + conn.execute( + providers_table.update() + .where(providers_table.c.id == provider.id) + .values( + credential_id=credential_id, + ) + ) + +def downgrade(): + # Re-add encrypted_config column to providers table + with op.batch_alter_table('providers', schema=None) as batch_op: + batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True)) + + # Migrate data back from provider_credentials to providers + migrate_data_back_to_providers() + + # Remove credential_id columns + with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: + batch_op.drop_column('credential_id') + + with op.batch_alter_table('providers', schema=None) as batch_op: + batch_op.drop_column('credential_id') + + # Drop provider_credentials table + op.drop_table('provider_credentials') + + +def migrate_data_back_to_providers(): + """Migrate data back from provider_credentials to providers table for downgrade""" + + # Define table structure for data manipulation + providers_table = table('providers', + column('id', models.types.StringUUID()), + column('tenant_id', models.types.StringUUID()), + column('provider_name', sa.String()), + column('encrypted_config', sa.Text()), + column('credential_id', models.types.StringUUID()), + ) + + provider_credential_table = table('provider_credentials', + column('id', models.types.StringUUID()), + column('tenant_id', models.types.StringUUID()), + column('provider_name', sa.String()), + column('credential_name', sa.String()), + column('encrypted_config', sa.Text()), + ) + + # Get database connection + conn = op.get_bind() + + # Query providers that have credential_id + providers_with_credentials = conn.execute( + sa.select(providers_table.c.id, providers_table.c.credential_id) + .where(providers_table.c.credential_id.isnot(None)) + ).fetchall() + + # For each provider, get the credential data and update providers table + for provider in providers_with_credentials: + credential = conn.execute( + sa.select(provider_credential_table.c.encrypted_config) + .where(provider_credential_table.c.id == provider.credential_id) + ).fetchone() + + if credential: + # Update providers table with encrypted_config from credential + conn.execute( + providers_table.update() + .where(providers_table.c.id == provider.id) + .values(encrypted_config=credential.encrypted_config) + ) diff --git a/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py b/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py new file mode 100644 index 0000000000..aa7331ec60 --- /dev/null +++ b/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py @@ -0,0 +1,186 @@ +"""Add provider model multi credential support + +Revision ID: 0e154742a5fa +Revises: e8446f481c1e +Create Date: 2025-08-13 16:05:42.657730 + +""" + +from alembic import op +from libs.uuid_utils import uuidv7 +import models as models +import sqlalchemy as sa +from sqlalchemy.sql import table, column + + +# revision identifiers, used by Alembic. +revision = '0e154742a5fa' +down_revision = 'e8446f481c1e' +branch_labels = None +depends_on = None + + +def upgrade(): + # Create provider_model_credentials table + op.create_table('provider_model_credentials', + sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False), + sa.Column('tenant_id', models.types.StringUUID(), nullable=False), + sa.Column('provider_name', sa.String(length=255), nullable=False), + sa.Column('model_name', sa.String(length=255), nullable=False), + sa.Column('model_type', sa.String(length=40), nullable=False), + sa.Column('credential_name', sa.String(length=255), nullable=False), + sa.Column('encrypted_config', sa.Text(), nullable=False), + sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False), + sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False), + sa.PrimaryKeyConstraint('id', name='provider_model_credential_pkey') + ) + + # Create index for provider_model_credentials + with op.batch_alter_table('provider_model_credentials', schema=None) as batch_op: + batch_op.create_index('provider_model_credential_tenant_provider_model_idx', ['tenant_id', 'provider_name', 'model_name', 'model_type'], unique=False) + + # Add credential_id to provider_models table + with op.batch_alter_table('provider_models', schema=None) as batch_op: + batch_op.add_column(sa.Column('credential_id', models.types.StringUUID(), nullable=True)) + + + # Add credential_source_type to load_balancing_model_configs table + with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: + batch_op.add_column(sa.Column('credential_source_type', sa.String(length=40), nullable=True)) + + # Migrate existing provider_models data + migrate_existing_provider_models_data() + + # Remove encrypted_config column from provider_models table after migration + with op.batch_alter_table('provider_models', schema=None) as batch_op: + batch_op.drop_column('encrypted_config') + + +def migrate_existing_provider_models_data(): + """migrate provider_models table data to provider_model_credentials""" + + # Define table structure for data manipulation + provider_models_table = table('provider_models', + column('id', models.types.StringUUID()), + column('tenant_id', models.types.StringUUID()), + column('provider_name', sa.String()), + column('model_name', sa.String()), + column('model_type', sa.String()), + column('encrypted_config', sa.Text()), + column('created_at', sa.DateTime()), + column('updated_at', sa.DateTime()), + column('credential_id', models.types.StringUUID()), + ) + + provider_model_credentials_table = table('provider_model_credentials', + column('id', models.types.StringUUID()), + column('tenant_id', models.types.StringUUID()), + column('provider_name', sa.String()), + column('model_name', sa.String()), + column('model_type', sa.String()), + column('credential_name', sa.String()), + column('encrypted_config', sa.Text()), + column('created_at', sa.DateTime()), + column('updated_at', sa.DateTime()) + ) + + + # Get database connection + conn = op.get_bind() + + # Query all existing provider_models data with encrypted_config + existing_provider_models = conn.execute( + sa.select(provider_models_table.c.id, provider_models_table.c.tenant_id, + provider_models_table.c.provider_name, provider_models_table.c.model_name, + provider_models_table.c.model_type, provider_models_table.c.encrypted_config, + provider_models_table.c.created_at, provider_models_table.c.updated_at) + .where(provider_models_table.c.encrypted_config.isnot(None)) + ).fetchall() + + # Iterate through each provider_model and insert into provider_model_credentials + for provider_model in existing_provider_models: + if not provider_model.encrypted_config or provider_model.encrypted_config.strip() == '': + continue + + credential_id = str(uuidv7()) + + # Insert into provider_model_credentials table + conn.execute( + provider_model_credentials_table.insert().values( + id=credential_id, + tenant_id=provider_model.tenant_id, + provider_name=provider_model.provider_name, + model_name=provider_model.model_name, + model_type=provider_model.model_type, + credential_name='API_KEY1', # Use a default name + encrypted_config=provider_model.encrypted_config, + created_at=provider_model.created_at, + updated_at=provider_model.updated_at + ) + ) + + # Update original provider_models table, set credential_id + conn.execute( + provider_models_table.update() + .where(provider_models_table.c.id == provider_model.id) + .values(credential_id=credential_id) + ) + + +def downgrade(): + # Re-add encrypted_config column to provider_models table + with op.batch_alter_table('provider_models', schema=None) as batch_op: + batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True)) + + # Migrate data back from provider_model_credentials to provider_models + migrate_data_back_to_provider_models() + + with op.batch_alter_table('provider_models', schema=None) as batch_op: + batch_op.drop_column('credential_id') + + # Remove credential_source_type column from load_balancing_model_configs + with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: + batch_op.drop_column('credential_source_type') + + # Drop provider_model_credentials table + op.drop_table('provider_model_credentials') + + +def migrate_data_back_to_provider_models(): + """Migrate data back from provider_model_credentials to provider_models table for downgrade""" + + # Define table structure for data manipulation + provider_models_table = table('provider_models', + column('id', models.types.StringUUID()), + column('encrypted_config', sa.Text()), + column('credential_id', models.types.StringUUID()), + ) + + provider_model_credentials_table = table('provider_model_credentials', + column('id', models.types.StringUUID()), + column('encrypted_config', sa.Text()), + ) + + # Get database connection + conn = op.get_bind() + + # Query provider_models that have credential_id + provider_models_with_credentials = conn.execute( + sa.select(provider_models_table.c.id, provider_models_table.c.credential_id) + .where(provider_models_table.c.credential_id.isnot(None)) + ).fetchall() + + # For each provider_model, get the credential data and update provider_models table + for provider_model in provider_models_with_credentials: + credential = conn.execute( + sa.select(provider_model_credentials_table.c.encrypted_config) + .where(provider_model_credentials_table.c.id == provider_model.credential_id) + ).fetchone() + + if credential: + # Update provider_models table with encrypted_config from credential + conn.execute( + provider_models_table.update() + .where(provider_models_table.c.id == provider_model.id) + .values(encrypted_config=credential.encrypted_config) + ) diff --git a/api/models/account.py b/api/models/account.py index 1a0752440d..7b7d393414 100644 --- a/api/models/account.py +++ b/api/models/account.py @@ -200,7 +200,7 @@ class Tenant(Base): id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()")) name: Mapped[str] = mapped_column(String(255)) - encrypt_public_key = db.Column(sa.Text) + encrypt_public_key: Mapped[Optional[str]] = mapped_column(sa.Text) plan: Mapped[str] = mapped_column(String(255), server_default=sa.text("'basic'::character varying")) status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'normal'::character varying")) custom_config: Mapped[Optional[str]] = mapped_column(sa.Text) @@ -325,5 +325,5 @@ class TenantPluginAutoUpgradeStrategy(Base): upgrade_mode: Mapped[UpgradeMode] = mapped_column(String(16), nullable=False, server_default="exclude") exclude_plugins: Mapped[list[str]] = mapped_column(sa.ARRAY(String(255)), nullable=False) # plugin_id (author/name) include_plugins: Mapped[list[str]] = mapped_column(sa.ARRAY(String(255)), nullable=False) # plugin_id (author/name) - created_at = db.Column(DateTime, nullable=False, server_default=func.current_timestamp()) - updated_at = db.Column(DateTime, nullable=False, server_default=func.current_timestamp()) + created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) + updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) diff --git a/api/models/dataset.py b/api/models/dataset.py index 3b1d289bc4..d4519f62d7 100644 --- a/api/models/dataset.py +++ b/api/models/dataset.py @@ -29,6 +29,8 @@ from .engine import db from .model import App, Tag, TagBinding, UploadFile from .types import StringUUID +logger = logging.getLogger(__name__) + class DatasetPermissionEnum(enum.StrEnum): ONLY_ME = "only_me" @@ -60,8 +62,8 @@ class Dataset(Base): created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) updated_by = mapped_column(StringUUID, nullable=True) updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) - embedding_model = db.Column(String(255), nullable=True) # TODO: mapped_column - embedding_model_provider = db.Column(String(255), nullable=True) # TODO: mapped_column + embedding_model = mapped_column(String(255), nullable=True) + embedding_model_provider = mapped_column(String(255), nullable=True) collection_binding_id = mapped_column(StringUUID, nullable=True) retrieval_model = mapped_column(JSONB, nullable=True) built_in_field_enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false")) @@ -914,7 +916,7 @@ class DatasetKeywordTable(Base): return json.loads(keyword_table_text.decode("utf-8"), cls=SetDecoder) return None except Exception as e: - logging.exception("Failed to load keyword table from file: %s", file_key) + logger.exception("Failed to load keyword table from file: %s", file_key) return None diff --git a/api/models/model.py b/api/models/model.py index c4303f3cc5..aeb2cad622 100644 --- a/api/models/model.py +++ b/api/models/model.py @@ -77,7 +77,7 @@ class App(Base): description: Mapped[str] = mapped_column(sa.Text, server_default=sa.text("''::character varying")) mode: Mapped[str] = mapped_column(String(255)) icon_type: Mapped[Optional[str]] = mapped_column(String(255)) # image, emoji - icon = db.Column(String(255)) + icon = mapped_column(String(255)) icon_background: Mapped[Optional[str]] = mapped_column(String(255)) app_model_config_id = mapped_column(StringUUID, nullable=True) workflow_id = mapped_column(StringUUID, nullable=True) @@ -904,7 +904,7 @@ class Message(Base): message_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0")) message_unit_price = mapped_column(sa.Numeric(10, 4), nullable=False) message_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")) - answer: Mapped[str] = db.Column(sa.Text, nullable=False) # TODO make it mapped_column + answer: Mapped[str] = mapped_column(sa.Text, nullable=False) answer_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0")) answer_unit_price = mapped_column(sa.Numeric(10, 4), nullable=False) answer_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")) @@ -1321,7 +1321,7 @@ class MessageAnnotation(Base): app_id: Mapped[str] = mapped_column(StringUUID) conversation_id: Mapped[Optional[str]] = mapped_column(StringUUID, sa.ForeignKey("conversations.id")) message_id: Mapped[Optional[str]] = mapped_column(StringUUID) - question = db.Column(sa.Text, nullable=True) + question = mapped_column(sa.Text, nullable=True) content = mapped_column(sa.Text, nullable=False) hit_count: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0")) account_id = mapped_column(StringUUID, nullable=False) @@ -1677,7 +1677,7 @@ class MessageAgentThought(Base): message_unit_price = mapped_column(sa.Numeric, nullable=True) message_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")) message_files = mapped_column(sa.Text, nullable=True) - answer = db.Column(sa.Text, nullable=True) + answer = mapped_column(sa.Text, nullable=True) answer_token: Mapped[Optional[int]] = mapped_column(sa.Integer, nullable=True) answer_unit_price = mapped_column(sa.Numeric, nullable=True) answer_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")) diff --git a/api/models/provider.py b/api/models/provider.py index 4ea2c59fdb..18bf0ac5ad 100644 --- a/api/models/provider.py +++ b/api/models/provider.py @@ -1,5 +1,6 @@ from datetime import datetime from enum import Enum +from functools import cached_property from typing import Optional import sqlalchemy as sa @@ -7,6 +8,7 @@ from sqlalchemy import DateTime, String, func, text from sqlalchemy.orm import Mapped, mapped_column from .base import Base +from .engine import db from .types import StringUUID @@ -60,9 +62,9 @@ class Provider(Base): provider_type: Mapped[str] = mapped_column( String(40), nullable=False, server_default=text("'custom'::character varying") ) - encrypted_config: Mapped[Optional[str]] = mapped_column(sa.Text, nullable=True) is_valid: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("false")) last_used: Mapped[Optional[datetime]] = mapped_column(DateTime, nullable=True) + credential_id: Mapped[Optional[str]] = mapped_column(StringUUID, nullable=True) quota_type: Mapped[Optional[str]] = mapped_column( String(40), nullable=True, server_default=text("''::character varying") @@ -79,6 +81,21 @@ class Provider(Base): f" provider_type='{self.provider_type}')>" ) + @cached_property + def credential(self): + if self.credential_id: + return db.session.query(ProviderCredential).where(ProviderCredential.id == self.credential_id).first() + + @property + def credential_name(self): + credential = self.credential + return credential.credential_name if credential else None + + @property + def encrypted_config(self): + credential = self.credential + return credential.encrypted_config if credential else None + @property def token_is_set(self): """ @@ -116,11 +133,30 @@ class ProviderModel(Base): provider_name: Mapped[str] = mapped_column(String(255), nullable=False) model_name: Mapped[str] = mapped_column(String(255), nullable=False) model_type: Mapped[str] = mapped_column(String(40), nullable=False) - encrypted_config: Mapped[Optional[str]] = mapped_column(sa.Text, nullable=True) + credential_id: Mapped[Optional[str]] = mapped_column(StringUUID, nullable=True) is_valid: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("false")) created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) + @cached_property + def credential(self): + if self.credential_id: + return ( + db.session.query(ProviderModelCredential) + .where(ProviderModelCredential.id == self.credential_id) + .first() + ) + + @property + def credential_name(self): + credential = self.credential + return credential.credential_name if credential else None + + @property + def encrypted_config(self): + credential = self.credential + return credential.encrypted_config if credential else None + class TenantDefaultModel(Base): __tablename__ = "tenant_default_models" @@ -220,6 +256,56 @@ class LoadBalancingModelConfig(Base): model_type: Mapped[str] = mapped_column(String(40), nullable=False) name: Mapped[str] = mapped_column(String(255), nullable=False) encrypted_config: Mapped[Optional[str]] = mapped_column(sa.Text, nullable=True) + credential_id: Mapped[Optional[str]] = mapped_column(StringUUID, nullable=True) + credential_source_type: Mapped[Optional[str]] = mapped_column(String(40), nullable=True) enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("true")) created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) + + +class ProviderCredential(Base): + """ + Provider credential - stores multiple named credentials for each provider + """ + + __tablename__ = "provider_credentials" + __table_args__ = ( + sa.PrimaryKeyConstraint("id", name="provider_credential_pkey"), + sa.Index("provider_credential_tenant_provider_idx", "tenant_id", "provider_name"), + ) + + id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuidv7()")) + tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False) + provider_name: Mapped[str] = mapped_column(String(255), nullable=False) + credential_name: Mapped[str] = mapped_column(String(255), nullable=False) + encrypted_config: Mapped[str] = mapped_column(sa.Text, nullable=False) + created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) + updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) + + +class ProviderModelCredential(Base): + """ + Provider model credential - stores multiple named credentials for each provider model + """ + + __tablename__ = "provider_model_credentials" + __table_args__ = ( + sa.PrimaryKeyConstraint("id", name="provider_model_credential_pkey"), + sa.Index( + "provider_model_credential_tenant_provider_model_idx", + "tenant_id", + "provider_name", + "model_name", + "model_type", + ), + ) + + id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuidv7()")) + tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False) + provider_name: Mapped[str] = mapped_column(String(255), nullable=False) + model_name: Mapped[str] = mapped_column(String(255), nullable=False) + model_type: Mapped[str] = mapped_column(String(40), nullable=False) + credential_name: Mapped[str] = mapped_column(String(255), nullable=False) + encrypted_config: Mapped[str] = mapped_column(sa.Text, nullable=False) + created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) + updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) diff --git a/api/models/task.py b/api/models/task.py index ab700c553c..9a52fcfb41 100644 --- a/api/models/task.py +++ b/api/models/task.py @@ -2,7 +2,7 @@ from datetime import datetime from typing import Optional import sqlalchemy as sa -from celery import states # type: ignore +from celery import states from sqlalchemy import DateTime, String from sqlalchemy.orm import Mapped, mapped_column diff --git a/api/models/workflow.py b/api/models/workflow.py index 79eeaa3bfe..4928cc8d13 100644 --- a/api/models/workflow.py +++ b/api/models/workflow.py @@ -38,7 +38,7 @@ from .engine import db from .enums import CreatorUserRole, DraftVariableType from .types import EnumText, StringUUID -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) class WorkflowType(Enum): @@ -1055,7 +1055,7 @@ class WorkflowDraftVariable(Base): def get_selector(self) -> list[str]: selector = json.loads(self.selector) if not isinstance(selector, list): - _logger.error( + logger.error( "invalid selector loaded from database, type=%s, value=%s", type(selector), self.selector, diff --git a/api/mypy.ini b/api/mypy.ini index 3a6a54afe1..bd771a056f 100644 --- a/api/mypy.ini +++ b/api/mypy.ini @@ -12,8 +12,14 @@ exclude = (?x)( [mypy-flask_login] ignore_missing_imports=True -[mypy-flask_restful] +[mypy-flask_restx] ignore_missing_imports=True -[mypy-flask_restful.inputs] +[mypy-flask_restx.api] +ignore_missing_imports=True + +[mypy-flask_restx.inputs] +ignore_missing_imports=True + +[mypy-google.cloud.storage] ignore_missing_imports=True diff --git a/api/pyproject.toml b/api/pyproject.toml index cf5ad8e7d2..2729952a6b 100644 --- a/api/pyproject.toml +++ b/api/pyproject.toml @@ -19,7 +19,6 @@ dependencies = [ "flask-login~=0.6.3", "flask-migrate~=4.0.7", "flask-orjson~=2.0.0", - "flask-restful~=0.3.10", "flask-sqlalchemy~=3.1.1", "gevent~=24.11.1", "gmpy2~=2.2.1", @@ -78,9 +77,9 @@ dependencies = [ "resend~=2.9.0", "sentry-sdk[flask]~=2.28.0", "sqlalchemy~=2.0.29", - "starlette==0.41.0", + "starlette==0.47.2", "tiktoken~=0.9.0", - "transformers~=4.51.0", + "transformers~=4.53.0", "unstructured[docx,epub,md,ppt,pptx]~=0.16.1", "weave~=0.51.0", "yarl~=1.18.3", @@ -88,6 +87,7 @@ dependencies = [ "sseclient-py>=1.8.0", "httpx-sse>=0.4.0", "sendgrid~=6.12.3", + "flask-restx>=1.3.0", ] # Before adding new dependency, consider place it in # alphabet order (a-z) and suitable group. @@ -110,7 +110,7 @@ dev = [ "dotenv-linter~=0.5.0", "faker~=32.1.0", "lxml-stubs~=0.5.1", - "mypy~=1.16.0", + "mypy~=1.17.1", "ruff~=0.12.3", "pytest~=8.3.2", "pytest-benchmark~=4.0.0", @@ -164,6 +164,7 @@ dev = [ "scipy-stubs>=1.15.3.0", "types-python-http-client>=3.3.7.20240910", "types-redis>=4.6.0.20241004", + "celery-types>=0.23.0", ] ############################################################ diff --git a/api/repositories/factory.py b/api/repositories/factory.py index 1f0320054c..0be9c8908c 100644 --- a/api/repositories/factory.py +++ b/api/repositories/factory.py @@ -5,17 +5,14 @@ This factory is specifically designed for DifyAPI repositories that handle service-layer operations with dependency injection patterns. """ -import logging - from sqlalchemy.orm import sessionmaker from configs import dify_config from core.repositories import DifyCoreRepositoryFactory, RepositoryImportError +from libs.module_loading import import_string from repositories.api_workflow_node_execution_repository import DifyAPIWorkflowNodeExecutionRepository from repositories.api_workflow_run_repository import APIWorkflowRunRepository -logger = logging.getLogger(__name__) - class DifyAPIRepositoryFactory(DifyCoreRepositoryFactory): """ @@ -50,17 +47,9 @@ class DifyAPIRepositoryFactory(DifyCoreRepositoryFactory): class_path = dify_config.API_WORKFLOW_NODE_EXECUTION_REPOSITORY try: - repository_class = cls._import_class(class_path) - cls._validate_repository_interface(repository_class, DifyAPIWorkflowNodeExecutionRepository) - # Service repository requires session_maker parameter - cls._validate_constructor_signature(repository_class, ["session_maker"]) - + repository_class = import_string(class_path) return repository_class(session_maker=session_maker) # type: ignore[no-any-return] - except RepositoryImportError: - # Re-raise our custom errors as-is - raise - except Exception as e: - logger.exception("Failed to create DifyAPIWorkflowNodeExecutionRepository") + except (ImportError, Exception) as e: raise RepositoryImportError( f"Failed to create DifyAPIWorkflowNodeExecutionRepository from '{class_path}': {e}" ) from e @@ -87,15 +76,7 @@ class DifyAPIRepositoryFactory(DifyCoreRepositoryFactory): class_path = dify_config.API_WORKFLOW_RUN_REPOSITORY try: - repository_class = cls._import_class(class_path) - cls._validate_repository_interface(repository_class, APIWorkflowRunRepository) - # Service repository requires session_maker parameter - cls._validate_constructor_signature(repository_class, ["session_maker"]) - + repository_class = import_string(class_path) return repository_class(session_maker=session_maker) # type: ignore[no-any-return] - except RepositoryImportError: - # Re-raise our custom errors as-is - raise - except Exception as e: - logger.exception("Failed to create APIWorkflowRunRepository") + except (ImportError, Exception) as e: raise RepositoryImportError(f"Failed to create APIWorkflowRunRepository from '{class_path}': {e}") from e diff --git a/api/schedule/clean_messages.py b/api/schedule/clean_messages.py index a896c818a5..65038dce4d 100644 --- a/api/schedule/clean_messages.py +++ b/api/schedule/clean_messages.py @@ -21,7 +21,7 @@ from models.model import ( from models.web import SavedMessage from services.feature_service import FeatureService -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) @app.celery.task(queue="dataset") @@ -47,10 +47,9 @@ def clean_messages(): if not messages: break for message in messages: - plan_sandbox_clean_message_day = message.created_at app = db.session.query(App).filter_by(id=message.app_id).first() if not app: - _logger.warning( + logger.warning( "Expected App record to exist, but none was found, app_id=%s, message_id=%s", message.app_id, message.id, diff --git a/api/schedule/clean_unused_datasets_task.py b/api/schedule/clean_unused_datasets_task.py index 1141451011..63e6132b6a 100644 --- a/api/schedule/clean_unused_datasets_task.py +++ b/api/schedule/clean_unused_datasets_task.py @@ -45,6 +45,7 @@ def clean_unused_datasets_task(): plan_filter = config["plan_filter"] add_logs = config["add_logs"] + page = 1 while True: try: # Subquery for counting new documents @@ -86,12 +87,12 @@ def clean_unused_datasets_task(): .order_by(Dataset.created_at.desc()) ) - datasets = db.paginate(stmt, page=1, per_page=50) + datasets = db.paginate(stmt, page=page, per_page=50, error_out=False) except SQLAlchemyError: raise - if datasets.items is None or len(datasets.items) == 0: + if datasets is None or datasets.items is None or len(datasets.items) == 0: break for dataset in datasets: @@ -150,5 +151,7 @@ def clean_unused_datasets_task(): except Exception as e: click.echo(click.style(f"clean dataset index error: {e.__class__.__name__} {str(e)}", fg="red")) + page += 1 + end_at = time.perf_counter() click.echo(click.style(f"Cleaned unused dataset from db success latency: {end_at - start_at}", fg="green")) diff --git a/api/schedule/clean_workflow_runlogs_precise.py b/api/schedule/clean_workflow_runlogs_precise.py index 8c21be01dc..75057983f6 100644 --- a/api/schedule/clean_workflow_runlogs_precise.py +++ b/api/schedule/clean_workflow_runlogs_precise.py @@ -19,7 +19,7 @@ from models.model import ( ) from models.workflow import ConversationVariable, WorkflowAppLog, WorkflowNodeExecutionModel, WorkflowRun -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) MAX_RETRIES = 3 @@ -39,9 +39,9 @@ def clean_workflow_runlogs_precise(): try: total_workflow_runs = db.session.query(WorkflowRun).where(WorkflowRun.created_at < cutoff_date).count() if total_workflow_runs == 0: - _logger.info("No expired workflow run logs found") + logger.info("No expired workflow run logs found") return - _logger.info("Found %s expired workflow run logs to clean", total_workflow_runs) + logger.info("Found %s expired workflow run logs to clean", total_workflow_runs) total_deleted = 0 failed_batches = 0 @@ -66,20 +66,20 @@ def clean_workflow_runlogs_precise(): else: failed_batches += 1 if failed_batches >= MAX_RETRIES: - _logger.error("Failed to delete batch after %s retries, aborting cleanup for today", MAX_RETRIES) + logger.error("Failed to delete batch after %s retries, aborting cleanup for today", MAX_RETRIES) break else: # Calculate incremental delay times: 5, 10, 15 minutes retry_delay_minutes = failed_batches * 5 - _logger.warning("Batch deletion failed, retrying in %s minutes...", retry_delay_minutes) + logger.warning("Batch deletion failed, retrying in %s minutes...", retry_delay_minutes) time.sleep(retry_delay_minutes * 60) continue - _logger.info("Cleanup completed: %s expired workflow run logs deleted", total_deleted) + logger.info("Cleanup completed: %s expired workflow run logs deleted", total_deleted) except Exception as e: db.session.rollback() - _logger.exception("Unexpected error in workflow log cleanup") + logger.exception("Unexpected error in workflow log cleanup") raise end_at = time.perf_counter() @@ -151,5 +151,5 @@ def _delete_batch_with_retry(workflow_run_ids: list[str], attempt_count: int) -> except Exception as e: db.session.rollback() - _logger.exception("Batch deletion failed (attempt %s)", attempt_count + 1) + logger.exception("Batch deletion failed (attempt %s)", attempt_count + 1) return False diff --git a/api/schedule/mail_clean_document_notify_task.py b/api/schedule/mail_clean_document_notify_task.py index 03ef9062bd..9e32ecc716 100644 --- a/api/schedule/mail_clean_document_notify_task.py +++ b/api/schedule/mail_clean_document_notify_task.py @@ -13,6 +13,8 @@ from models.account import Account, Tenant, TenantAccountJoin from models.dataset import Dataset, DatasetAutoDisableLog from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @app.celery.task(queue="dataset") def mail_clean_document_notify_task(): @@ -24,7 +26,7 @@ def mail_clean_document_notify_task(): if not mail.is_inited(): return - logging.info(click.style("Start send document clean notify mail", fg="green")) + logger.info(click.style("Start send document clean notify mail", fg="green")) start_at = time.perf_counter() # send document clean notify mail @@ -89,8 +91,6 @@ def mail_clean_document_notify_task(): dataset_auto_disable_log.notified = True db.session.commit() end_at = time.perf_counter() - logging.info( - click.style(f"Send document clean notify mail succeeded: latency: {end_at - start_at}", fg="green") - ) + logger.info(click.style(f"Send document clean notify mail succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send document clean notify mail failed") + logger.exception("Send document clean notify mail failed") diff --git a/api/schedule/queue_monitor_task.py b/api/schedule/queue_monitor_task.py index 5868450a14..4072d9db82 100644 --- a/api/schedule/queue_monitor_task.py +++ b/api/schedule/queue_monitor_task.py @@ -18,6 +18,8 @@ celery_redis = Redis( db=int(redis_config.get("virtual_host")) if redis_config.get("virtual_host") else 1, ) +logger = logging.getLogger(__name__) + @app.celery.task(queue="monitor") def queue_monitor_task(): @@ -25,27 +27,27 @@ def queue_monitor_task(): threshold = dify_config.QUEUE_MONITOR_THRESHOLD if threshold is None: - logging.warning(click.style("QUEUE_MONITOR_THRESHOLD is not configured, skipping monitoring", fg="yellow")) + logger.warning(click.style("QUEUE_MONITOR_THRESHOLD is not configured, skipping monitoring", fg="yellow")) return try: queue_length = celery_redis.llen(f"{queue_name}") - logging.info(click.style(f"Start monitor {queue_name}", fg="green")) + logger.info(click.style(f"Start monitor {queue_name}", fg="green")) if queue_length is None: - logging.error( + logger.error( click.style(f"Failed to get queue length for {queue_name} - Redis may be unavailable", fg="red") ) return - logging.info(click.style(f"Queue length: {queue_length}", fg="green")) + logger.info(click.style(f"Queue length: {queue_length}", fg="green")) if queue_length >= threshold: warning_msg = f"Queue {queue_name} task count exceeded the limit.: {queue_length}/{threshold}" logging.warning(click.style(warning_msg, fg="red")) - alter_emails = dify_config.QUEUE_MONITOR_ALERT_EMAILS - if alter_emails: - to_list = alter_emails.split(",") + alert_emails = dify_config.QUEUE_MONITOR_ALERT_EMAILS + if alert_emails: + to_list = alert_emails.split(",") email_service = get_email_i18n_service() for to in to_list: try: @@ -62,10 +64,10 @@ def queue_monitor_task(): }, ) except Exception as e: - logging.exception(click.style("Exception occurred during sending email", fg="red")) + logger.exception(click.style("Exception occurred during sending email", fg="red")) except Exception as e: - logging.exception(click.style("Exception occurred during queue monitoring", fg="red")) + logger.exception(click.style("Exception occurred during queue monitoring", fg="red")) finally: if db.session.is_active: db.session.close() diff --git a/api/services/account_service.py b/api/services/account_service.py index 1cce8e67a4..089e667166 100644 --- a/api/services/account_service.py +++ b/api/services/account_service.py @@ -67,6 +67,8 @@ from tasks.mail_owner_transfer_task import ( ) from tasks.mail_reset_password_task import send_reset_password_mail_task +logger = logging.getLogger(__name__) + class TokenPair(BaseModel): access_token: str @@ -332,9 +334,9 @@ class AccountService: db.session.add(account_integrate) db.session.commit() - logging.info("Account %s linked %s account %s.", account.id, provider, open_id) + logger.info("Account %s linked %s account %s.", account.id, provider, open_id) except Exception as e: - logging.exception("Failed to link %s account %s to Account %s", provider, open_id, account.id) + logger.exception("Failed to link %s account %s to Account %s", provider, open_id, account.id) raise LinkAccountIntegrateError("Failed to link account.") from e @staticmethod @@ -425,7 +427,7 @@ class AccountService: cls, account: Optional[Account] = None, email: Optional[str] = None, - language: Optional[str] = "en-US", + language: str = "en-US", ): account_email = account.email if account else email if account_email is None: @@ -452,12 +454,14 @@ class AccountService: account: Optional[Account] = None, email: Optional[str] = None, old_email: Optional[str] = None, - language: Optional[str] = "en-US", + language: str = "en-US", phase: Optional[str] = None, ): account_email = account.email if account else email if account_email is None: raise ValueError("Email must be provided.") + if not phase: + raise ValueError("phase must be provided.") if cls.change_email_rate_limiter.is_rate_limited(account_email): from controllers.console.auth.error import EmailChangeRateLimitExceededError @@ -480,7 +484,7 @@ class AccountService: cls, account: Optional[Account] = None, email: Optional[str] = None, - language: Optional[str] = "en-US", + language: str = "en-US", ): account_email = account.email if account else email if account_email is None: @@ -496,7 +500,7 @@ class AccountService: cls, account: Optional[Account] = None, email: Optional[str] = None, - language: Optional[str] = "en-US", + language: str = "en-US", workspace_name: Optional[str] = "", ): account_email = account.email if account else email @@ -509,6 +513,7 @@ class AccountService: raise OwnerTransferRateLimitExceededError() code, token = cls.generate_owner_transfer_token(account_email, account) + workspace_name = workspace_name or "" send_owner_transfer_confirm_task.delay( language=language, @@ -524,13 +529,14 @@ class AccountService: cls, account: Optional[Account] = None, email: Optional[str] = None, - language: Optional[str] = "en-US", + language: str = "en-US", workspace_name: Optional[str] = "", - new_owner_email: Optional[str] = "", + new_owner_email: str = "", ): account_email = account.email if account else email if account_email is None: raise ValueError("Email must be provided.") + workspace_name = workspace_name or "" send_old_owner_transfer_notify_email_task.delay( language=language, @@ -544,12 +550,13 @@ class AccountService: cls, account: Optional[Account] = None, email: Optional[str] = None, - language: Optional[str] = "en-US", + language: str = "en-US", workspace_name: Optional[str] = "", ): account_email = account.email if account else email if account_email is None: raise ValueError("Email must be provided.") + workspace_name = workspace_name or "" send_new_owner_transfer_notify_email_task.delay( language=language, @@ -633,7 +640,10 @@ class AccountService: @classmethod def send_email_code_login_email( - cls, account: Optional[Account] = None, email: Optional[str] = None, language: Optional[str] = "en-US" + cls, + account: Optional[Account] = None, + email: Optional[str] = None, + language: str = "en-US", ): email = account.email if account else email if email is None: @@ -917,7 +927,7 @@ class TenantService: """Create tenant member""" if role == TenantAccountRole.OWNER.value: if TenantService.has_roles(tenant, [TenantAccountRole.OWNER]): - logging.error("Tenant %s has already an owner.", tenant.id) + logger.error("Tenant %s has already an owner.", tenant.id) raise Exception("Tenant already has an owner.") ta = db.session.query(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=account.id).first() @@ -1169,7 +1179,7 @@ class RegisterService: db.session.query(Tenant).delete() db.session.commit() - logging.exception("Setup account failed, email: %s, name: %s", email, name) + logger.exception("Setup account failed, email: %s, name: %s", email, name) raise ValueError(f"Setup failed: {e}") @classmethod @@ -1214,15 +1224,15 @@ class RegisterService: db.session.commit() except WorkSpaceNotAllowedCreateError: db.session.rollback() - logging.exception("Register failed") + logger.exception("Register failed") raise AccountRegisterError("Workspace is not allowed to create.") except AccountRegisterError as are: db.session.rollback() - logging.exception("Register failed") + logger.exception("Register failed") raise are except Exception as e: db.session.rollback() - logging.exception("Register failed") + logger.exception("Register failed") raise AccountRegisterError(f"Registration failed: {e}") from e return account @@ -1260,10 +1270,11 @@ class RegisterService: raise AccountAlreadyInTenantError("Account already in tenant.") token = cls.generate_invite_token(tenant, account) + language = account.interface_language or "en-US" # send email send_invite_member_mail_task.delay( - language=account.interface_language, + language=language, to=email, token=token, inviter_name=inviter.name if inviter else "Dify", diff --git a/api/services/annotation_service.py b/api/services/annotation_service.py index 1a0fdfa420..45b246af1e 100644 --- a/api/services/annotation_service.py +++ b/api/services/annotation_service.py @@ -1,4 +1,3 @@ -import datetime import uuid from typing import cast @@ -10,6 +9,7 @@ from werkzeug.exceptions import NotFound from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.model import App, AppAnnotationHitHistory, AppAnnotationSetting, Message, MessageAnnotation from services.feature_service import FeatureService from tasks.annotation.add_annotation_to_index_task import add_annotation_to_index_task @@ -473,7 +473,7 @@ class AppAnnotationService: raise NotFound("App annotation not found") annotation_setting.score_threshold = args["score_threshold"] annotation_setting.updated_user_id = current_user.id - annotation_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + annotation_setting.updated_at = naive_utc_now() db.session.add(annotation_setting) db.session.commit() diff --git a/api/services/app_service.py b/api/services/app_service.py index 0f22666d5a..80fe45aa21 100644 --- a/api/services/app_service.py +++ b/api/services/app_service.py @@ -25,6 +25,8 @@ from services.feature_service import FeatureService from services.tag_service import TagService from tasks.remove_app_and_related_data_task import remove_app_and_related_data_task +logger = logging.getLogger(__name__) + class AppService: def get_paginate_apps(self, user_id: str, tenant_id: str, args: dict) -> Pagination | None: @@ -95,7 +97,7 @@ class AppService: except (ProviderTokenNotInitError, LLMBadRequestError): model_instance = None except Exception as e: - logging.exception("Get default model instance failed, tenant_id: %s", tenant_id) + logger.exception("Get default model instance failed, tenant_id: %s", tenant_id) model_instance = None if model_instance: diff --git a/api/services/conversation_service.py b/api/services/conversation_service.py index 712ef4c601..ac603d3cc9 100644 --- a/api/services/conversation_service.py +++ b/api/services/conversation_service.py @@ -1,4 +1,5 @@ import contextlib +import logging from collections.abc import Callable, Sequence from typing import Any, Optional, Union @@ -23,6 +24,9 @@ from services.errors.conversation import ( LastConversationNotExistsError, ) from services.errors.message import MessageNotExistsError +from tasks.delete_conversation_task import delete_conversation_related_data + +logger = logging.getLogger(__name__) class ConversationService: @@ -175,11 +179,21 @@ class ConversationService: @classmethod def delete(cls, app_model: App, conversation_id: str, user: Optional[Union[Account, EndUser]]): - conversation = cls.get_conversation(app_model, conversation_id, user) + try: + logger.info( + "Initiating conversation deletion for app_name %s, conversation_id: %s", + app_model.name, + conversation_id, + ) - conversation.is_deleted = True - conversation.updated_at = naive_utc_now() - db.session.commit() + db.session.query(Conversation).where(Conversation.id == conversation_id).delete(synchronize_session=False) + db.session.commit() + + delete_conversation_related_data.delay(conversation_id) + + except Exception as e: + db.session.rollback() + raise e @classmethod def get_conversational_variable( diff --git a/api/services/dataset_service.py b/api/services/dataset_service.py index 9fb048fac4..19119271e0 100644 --- a/api/services/dataset_service.py +++ b/api/services/dataset_service.py @@ -76,6 +76,8 @@ from tasks.remove_document_from_index_task import remove_document_from_index_tas from tasks.retry_document_indexing_task import retry_document_indexing_task from tasks.sync_website_document_indexing_task import sync_website_document_indexing_task +logger = logging.getLogger(__name__) + class DatasetService: @staticmethod @@ -615,7 +617,7 @@ class DatasetService: ) except ProviderTokenNotInitError: # If we can't get the embedding model, preserve existing settings - logging.warning( + logger.warning( "Failed to initialize embedding model %s/%s, preserving existing settings", data["embedding_model_provider"], data["embedding_model"], @@ -661,11 +663,11 @@ class DatasetService: @staticmethod def check_dataset_permission(dataset, user): if dataset.tenant_id != user.current_tenant_id: - logging.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) + logger.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) raise NoPermissionError("You do not have permission to access this dataset.") if user.current_role != TenantAccountRole.OWNER: if dataset.permission == DatasetPermissionEnum.ONLY_ME and dataset.created_by != user.id: - logging.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) + logger.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) raise NoPermissionError("You do not have permission to access this dataset.") if dataset.permission == DatasetPermissionEnum.PARTIAL_TEAM: # For partial team permission, user needs explicit permission or be the creator @@ -674,7 +676,7 @@ class DatasetService: db.session.query(DatasetPermission).filter_by(dataset_id=dataset.id, account_id=user.id).first() ) if not user_permission: - logging.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) + logger.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) raise NoPermissionError("You do not have permission to access this dataset.") @staticmethod @@ -1190,7 +1192,7 @@ class DocumentService: created_by=account.id, ) else: - logging.warning( + logger.warning( "Invalid process rule mode: %s, can not find dataset process rule", process_rule.mode, ) @@ -1234,7 +1236,7 @@ class DocumentService: ) if document: document.dataset_process_rule_id = dataset_process_rule.id # type: ignore - document.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.updated_at = naive_utc_now() document.created_from = created_from document.doc_form = knowledge_config.doc_form document.doc_language = knowledge_config.doc_language @@ -1552,7 +1554,7 @@ class DocumentService: document.parsing_completed_at = None document.cleaning_completed_at = None document.splitting_completed_at = None - document.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.updated_at = naive_utc_now() document.created_from = created_from document.doc_form = document_data.doc_form db.session.add(document) @@ -1882,7 +1884,7 @@ class DocumentService: task_func.delay(*task_args) except Exception as e: # Log the error but do not rollback the transaction - logging.exception("Error executing async task for document %s", update_info["document"].id) + logger.exception("Error executing async task for document %s", update_info["document"].id) # don't raise the error immediately, but capture it for later propagation_error = e try: @@ -1893,7 +1895,7 @@ class DocumentService: redis_client.setex(indexing_cache_key, 600, 1) except Exception as e: # Log the error but do not rollback the transaction - logging.exception("Error setting cache for document %s", update_info["document"].id) + logger.exception("Error setting cache for document %s", update_info["document"].id) # Raise any propagation error after all updates if propagation_error: raise propagation_error @@ -1912,7 +1914,7 @@ class DocumentService: Returns: dict: Update information or None if no update needed """ - now = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + now = naive_utc_now() if action == "enable": return DocumentService._prepare_enable_update(document, now) @@ -2040,8 +2042,8 @@ class SegmentService: word_count=len(content), tokens=tokens, status="completed", - indexing_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), - completed_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + indexing_at=naive_utc_now(), + completed_at=naive_utc_now(), created_by=current_user.id, ) if document.doc_form == "qa_model": @@ -2059,9 +2061,9 @@ class SegmentService: try: VectorService.create_segments_vector([args["keywords"]], [segment_document], dataset, document.doc_form) except Exception as e: - logging.exception("create segment index failed") + logger.exception("create segment index failed") segment_document.enabled = False - segment_document.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment_document.disabled_at = naive_utc_now() segment_document.status = "error" segment_document.error = str(e) db.session.commit() @@ -2117,8 +2119,8 @@ class SegmentService: tokens=tokens, keywords=segment_item.get("keywords", []), status="completed", - indexing_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), - completed_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + indexing_at=naive_utc_now(), + completed_at=naive_utc_now(), created_by=current_user.id, ) if document.doc_form == "qa_model": @@ -2142,10 +2144,10 @@ class SegmentService: # save vector index VectorService.create_segments_vector(keywords_list, pre_segment_data_list, dataset, document.doc_form) except Exception as e: - logging.exception("create segment index failed") + logger.exception("create segment index failed") for segment_document in segment_data_list: segment_document.enabled = False - segment_document.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment_document.disabled_at = naive_utc_now() segment_document.status = "error" segment_document.error = str(e) db.session.commit() @@ -2162,7 +2164,7 @@ class SegmentService: if segment.enabled != action: if not action: segment.enabled = action - segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.disabled_at = naive_utc_now() segment.disabled_by = current_user.id db.session.add(segment) db.session.commit() @@ -2260,10 +2262,10 @@ class SegmentService: segment.word_count = len(content) segment.tokens = tokens segment.status = "completed" - segment.indexing_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) - segment.completed_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.indexing_at = naive_utc_now() + segment.completed_at = naive_utc_now() segment.updated_by = current_user.id - segment.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.updated_at = naive_utc_now() segment.enabled = True segment.disabled_at = None segment.disabled_by = None @@ -2314,9 +2316,9 @@ class SegmentService: VectorService.update_segment_vector(args.keywords, segment, dataset) except Exception as e: - logging.exception("update segment index failed") + logger.exception("update segment index failed") segment.enabled = False - segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.disabled_at = naive_utc_now() segment.status = "error" segment.error = str(e) db.session.commit() @@ -2344,13 +2346,9 @@ class SegmentService: @classmethod def delete_segments(cls, segment_ids: list, document: Document, dataset: Dataset): - # Check if segment_ids is not empty to avoid WHERE false condition - if not segment_ids or len(segment_ids) == 0: - return - index_node_ids = ( - db.session.query(DocumentSegment) - .with_entities(DocumentSegment.index_node_id) - .where( + segments = ( + db.session.query(DocumentSegment.index_node_id, DocumentSegment.word_count) + .filter( DocumentSegment.id.in_(segment_ids), DocumentSegment.dataset_id == dataset.id, DocumentSegment.document_id == document.id, @@ -2358,7 +2356,15 @@ class SegmentService: ) .all() ) - index_node_ids = [index_node_id[0] for index_node_id in index_node_ids] + + if not segments: + return + + index_node_ids = [seg.index_node_id for seg in segments] + total_words = sum(seg.word_count for seg in segments) + + document.word_count -= total_words + db.session.add(document) delete_segment_from_index_task.delay(index_node_ids, dataset.id, document.id) db.session.query(DocumentSegment).where(DocumentSegment.id.in_(segment_ids)).delete() @@ -2418,7 +2424,7 @@ class SegmentService: if cache_result is not None: continue segment.enabled = False - segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.disabled_at = naive_utc_now() segment.disabled_by = current_user.id db.session.add(segment) real_deal_segment_ids.append(segment.id) @@ -2434,16 +2440,6 @@ class SegmentService: with redis_client.lock(lock_name, timeout=20): index_node_id = str(uuid.uuid4()) index_node_hash = helper.generate_text_hash(content) - child_chunk_count = ( - db.session.query(ChildChunk) - .where( - ChildChunk.tenant_id == current_user.current_tenant_id, - ChildChunk.dataset_id == dataset.id, - ChildChunk.document_id == document.id, - ChildChunk.segment_id == segment.id, - ) - .count() - ) max_position = ( db.session.query(func.max(ChildChunk.position)) .where( @@ -2472,7 +2468,7 @@ class SegmentService: try: VectorService.create_child_chunk_vector(child_chunk, dataset) except Exception as e: - logging.exception("create child chunk index failed") + logger.exception("create child chunk index failed") db.session.rollback() raise ChildChunkIndexingError(str(e)) db.session.commit() @@ -2508,7 +2504,7 @@ class SegmentService: child_chunk.content = child_chunk_update_args.content child_chunk.word_count = len(child_chunk.content) child_chunk.updated_by = current_user.id - child_chunk.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + child_chunk.updated_at = naive_utc_now() child_chunk.type = "customized" update_child_chunks.append(child_chunk) else: @@ -2547,7 +2543,7 @@ class SegmentService: VectorService.update_child_chunk_vector(new_child_chunks, update_child_chunks, delete_child_chunks, dataset) db.session.commit() except Exception as e: - logging.exception("update child chunk index failed") + logger.exception("update child chunk index failed") db.session.rollback() raise ChildChunkIndexingError(str(e)) return sorted(new_child_chunks + update_child_chunks, key=lambda x: x.position) @@ -2565,13 +2561,13 @@ class SegmentService: child_chunk.content = content child_chunk.word_count = len(content) child_chunk.updated_by = current_user.id - child_chunk.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + child_chunk.updated_at = naive_utc_now() child_chunk.type = "customized" db.session.add(child_chunk) VectorService.update_child_chunk_vector([], [child_chunk], [], dataset) db.session.commit() except Exception as e: - logging.exception("update child chunk index failed") + logger.exception("update child chunk index failed") db.session.rollback() raise ChildChunkIndexingError(str(e)) return child_chunk @@ -2582,7 +2578,7 @@ class SegmentService: try: VectorService.delete_child_chunk_vector(child_chunk, dataset) except Exception as e: - logging.exception("delete child chunk index failed") + logger.exception("delete child chunk index failed") db.session.rollback() raise ChildChunkDeleteIndexError(str(e)) db.session.commit() diff --git a/api/services/entities/model_provider_entities.py b/api/services/entities/model_provider_entities.py index bc385b2e22..056decda26 100644 --- a/api/services/entities/model_provider_entities.py +++ b/api/services/entities/model_provider_entities.py @@ -8,7 +8,12 @@ from core.entities.model_entities import ( ModelWithProviderEntity, ProviderModelWithStatusEntity, ) -from core.entities.provider_entities import ProviderQuotaType, QuotaConfiguration +from core.entities.provider_entities import ( + CredentialConfiguration, + CustomModelConfiguration, + ProviderQuotaType, + QuotaConfiguration, +) from core.model_runtime.entities.common_entities import I18nObject from core.model_runtime.entities.model_entities import ModelType from core.model_runtime.entities.provider_entities import ( @@ -36,6 +41,10 @@ class CustomConfigurationResponse(BaseModel): """ status: CustomConfigurationStatus + current_credential_id: Optional[str] = None + current_credential_name: Optional[str] = None + available_credentials: Optional[list[CredentialConfiguration]] = None + custom_models: Optional[list[CustomModelConfiguration]] = None class SystemConfigurationResponse(BaseModel): diff --git a/api/services/errors/app_model_config.py b/api/services/errors/app_model_config.py index c0669ed231..bb5eb62b75 100644 --- a/api/services/errors/app_model_config.py +++ b/api/services/errors/app_model_config.py @@ -3,3 +3,7 @@ from services.errors.base import BaseServiceError class AppModelConfigBrokenError(BaseServiceError): pass + + +class ProviderNotFoundError(BaseServiceError): + pass diff --git a/api/services/external_knowledge_service.py b/api/services/external_knowledge_service.py index 2f1babba6f..fcf57070ee 100644 --- a/api/services/external_knowledge_service.py +++ b/api/services/external_knowledge_service.py @@ -9,6 +9,7 @@ from sqlalchemy import select from constants import HIDDEN_VALUE from core.helper import ssrf_proxy from core.rag.entities.metadata_entities import MetadataCondition +from core.workflow.nodes.http_request.exc import InvalidHttpMethodError from extensions.ext_database import db from libs.datetime_utils import naive_utc_now from models.dataset import ( @@ -185,9 +186,19 @@ class ExternalDatasetService: "follow_redirects": True, } - response: httpx.Response = getattr(ssrf_proxy, settings.request_method)( - data=json.dumps(settings.params), files=files, **kwargs - ) + _METHOD_MAP = { + "get": ssrf_proxy.get, + "head": ssrf_proxy.head, + "post": ssrf_proxy.post, + "put": ssrf_proxy.put, + "delete": ssrf_proxy.delete, + "patch": ssrf_proxy.patch, + } + method_lc = settings.request_method.lower() + if method_lc not in _METHOD_MAP: + raise InvalidHttpMethodError(f"Invalid http method {settings.request_method}") + + response: httpx.Response = _METHOD_MAP[method_lc](data=json.dumps(settings.params), files=files, **kwargs) return response @staticmethod diff --git a/api/services/file_service.py b/api/services/file_service.py index e234c2f325..4c0a0f451c 100644 --- a/api/services/file_service.py +++ b/api/services/file_service.py @@ -1,4 +1,3 @@ -import datetime import hashlib import os import uuid @@ -18,6 +17,7 @@ from core.file import helpers as file_helpers from core.rag.extractor.extract_processor import ExtractProcessor from extensions.ext_database import db from extensions.ext_storage import storage +from libs.datetime_utils import naive_utc_now from libs.helper import extract_tenant_id from models.account import Account from models.enums import CreatorUserRole @@ -80,7 +80,7 @@ class FileService: mime_type=mimetype, created_by_role=(CreatorUserRole.ACCOUNT if isinstance(user, Account) else CreatorUserRole.END_USER), created_by=user.id, - created_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + created_at=naive_utc_now(), used=False, hash=hashlib.sha3_256(content).hexdigest(), source_url=source_url, @@ -131,10 +131,10 @@ class FileService: mime_type="text/plain", created_by=current_user.id, created_by_role=CreatorUserRole.ACCOUNT, - created_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + created_at=naive_utc_now(), used=True, used_by=current_user.id, - used_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + used_at=naive_utc_now(), ) db.session.add(upload_file) diff --git a/api/services/hit_testing_service.py b/api/services/hit_testing_service.py index 5a3f504035..1517ca6594 100644 --- a/api/services/hit_testing_service.py +++ b/api/services/hit_testing_service.py @@ -12,6 +12,8 @@ from extensions.ext_database import db from models.account import Account from models.dataset import Dataset, DatasetQuery +logger = logging.getLogger(__name__) + default_retrieval_model = { "search_method": RetrievalMethod.SEMANTIC_SEARCH.value, "reranking_enable": False, @@ -77,7 +79,7 @@ class HitTestingService: ) end = time.perf_counter() - logging.debug("Hit testing retrieve in %s seconds", end - start) + logger.debug("Hit testing retrieve in %s seconds", end - start) dataset_query = DatasetQuery( dataset_id=dataset.id, content=query, source="hit_testing", created_by_role="account", created_by=account.id @@ -113,7 +115,7 @@ class HitTestingService: ) end = time.perf_counter() - logging.debug("External knowledge hit testing retrieve in %s seconds", end - start) + logger.debug("External knowledge hit testing retrieve in %s seconds", end - start) dataset_query = DatasetQuery( dataset_id=dataset.id, content=query, source="hit_testing", created_by_role="account", created_by=account.id diff --git a/api/services/metadata_service.py b/api/services/metadata_service.py index 2a83588f41..05fa5a95bc 100644 --- a/api/services/metadata_service.py +++ b/api/services/metadata_service.py @@ -1,5 +1,4 @@ import copy -import datetime import logging from typing import Optional @@ -8,6 +7,7 @@ from flask_login import current_user from core.rag.index_processor.constant.built_in_field import BuiltInField, MetadataDataSource from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, DatasetMetadata, DatasetMetadataBinding from services.dataset_service import DocumentService from services.entities.knowledge_entities.knowledge_entities import ( @@ -15,6 +15,8 @@ from services.entities.knowledge_entities.knowledge_entities import ( MetadataOperationData, ) +logger = logging.getLogger(__name__) + class MetadataService: @staticmethod @@ -69,7 +71,7 @@ class MetadataService: old_name = metadata.name metadata.name = name metadata.updated_by = current_user.id - metadata.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + metadata.updated_at = naive_utc_now() # update related documents dataset_metadata_bindings = ( @@ -90,7 +92,7 @@ class MetadataService: db.session.commit() return metadata # type: ignore except Exception: - logging.exception("Update metadata name failed") + logger.exception("Update metadata name failed") finally: redis_client.delete(lock_key) @@ -122,7 +124,7 @@ class MetadataService: db.session.commit() return metadata except Exception: - logging.exception("Delete metadata failed") + logger.exception("Delete metadata failed") finally: redis_client.delete(lock_key) @@ -161,7 +163,7 @@ class MetadataService: dataset.built_in_field_enabled = True db.session.commit() except Exception: - logging.exception("Enable built-in field failed") + logger.exception("Enable built-in field failed") finally: redis_client.delete(lock_key) @@ -192,7 +194,7 @@ class MetadataService: dataset.built_in_field_enabled = False db.session.commit() except Exception: - logging.exception("Disable built-in field failed") + logger.exception("Disable built-in field failed") finally: redis_client.delete(lock_key) @@ -230,7 +232,7 @@ class MetadataService: db.session.add(dataset_metadata_binding) db.session.commit() except Exception: - logging.exception("Update documents metadata failed") + logger.exception("Update documents metadata failed") finally: redis_client.delete(lock_key) diff --git a/api/services/model_load_balancing_service.py b/api/services/model_load_balancing_service.py index fe28aa006e..2145b4cdd5 100644 --- a/api/services/model_load_balancing_service.py +++ b/api/services/model_load_balancing_service.py @@ -1,4 +1,3 @@ -import datetime import json import logging from json import JSONDecodeError @@ -17,7 +16,8 @@ from core.model_runtime.entities.provider_entities import ( from core.model_runtime.model_providers.model_provider_factory import ModelProviderFactory from core.provider_manager import ProviderManager from extensions.ext_database import db -from models.provider import LoadBalancingModelConfig +from libs.datetime_utils import naive_utc_now +from models.provider import LoadBalancingModelConfig, ProviderCredential, ProviderModelCredential logger = logging.getLogger(__name__) @@ -185,6 +185,7 @@ class ModelLoadBalancingService: "id": load_balancing_config.id, "name": load_balancing_config.name, "credentials": credentials, + "credential_id": load_balancing_config.credential_id, "enabled": load_balancing_config.enabled, "in_cooldown": in_cooldown, "ttl": ttl, @@ -280,7 +281,7 @@ class ModelLoadBalancingService: return inherit_config def update_load_balancing_configs( - self, tenant_id: str, provider: str, model: str, model_type: str, configs: list[dict] + self, tenant_id: str, provider: str, model: str, model_type: str, configs: list[dict], config_from: str ) -> None: """ Update load balancing configurations. @@ -289,6 +290,7 @@ class ModelLoadBalancingService: :param model: model name :param model_type: model type :param configs: load balancing configs + :param config_from: predefined-model or custom-model :return: """ # Get all provider configurations of the current workspace @@ -327,8 +329,37 @@ class ModelLoadBalancingService: config_id = config.get("id") name = config.get("name") credentials = config.get("credentials") + credential_id = config.get("credential_id") enabled = config.get("enabled") + if credential_id: + credential_record: ProviderCredential | ProviderModelCredential | None = None + if config_from == "predefined-model": + credential_record = ( + db.session.query(ProviderCredential) + .filter_by( + id=credential_id, + tenant_id=tenant_id, + provider_name=provider_configuration.provider.provider, + ) + .first() + ) + else: + credential_record = ( + db.session.query(ProviderModelCredential) + .filter_by( + id=credential_id, + tenant_id=tenant_id, + provider_name=provider_configuration.provider.provider, + model_name=model, + model_type=model_type_enum.to_origin_model_type(), + ) + .first() + ) + if not credential_record: + raise ValueError(f"Provider credential with id {credential_id} not found") + name = credential_record.credential_name + if not name: raise ValueError("Invalid load balancing config name") @@ -346,11 +377,6 @@ class ModelLoadBalancingService: load_balancing_config = current_load_balancing_configs_dict[config_id] - # check duplicate name - for current_load_balancing_config in current_load_balancing_configs: - if current_load_balancing_config.id != config_id and current_load_balancing_config.name == name: - raise ValueError(f"Load balancing config name {name} already exists") - if credentials: if not isinstance(credentials, dict): raise ValueError("Invalid load balancing config credentials") @@ -371,45 +397,54 @@ class ModelLoadBalancingService: load_balancing_config.name = name load_balancing_config.enabled = enabled - load_balancing_config.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + load_balancing_config.updated_at = naive_utc_now() db.session.commit() self._clear_credentials_cache(tenant_id, config_id) else: # create load balancing config - if name == "__inherit__": + if name in {"__inherit__", "__delete__"}: raise ValueError("Invalid load balancing config name") - # check duplicate name - for current_load_balancing_config in current_load_balancing_configs: - if current_load_balancing_config.name == name: - raise ValueError(f"Load balancing config name {name} already exists") + if credential_id: + credential_source = "provider" if config_from == "predefined-model" else "custom_model" + assert credential_record is not None + load_balancing_model_config = LoadBalancingModelConfig( + tenant_id=tenant_id, + provider_name=provider_configuration.provider.provider, + model_type=model_type_enum.to_origin_model_type(), + model_name=model, + name=credential_record.credential_name, + encrypted_config=credential_record.encrypted_config, + credential_id=credential_id, + credential_source_type=credential_source, + ) + else: + if not credentials: + raise ValueError("Invalid load balancing config credentials") - if not credentials: - raise ValueError("Invalid load balancing config credentials") + if not isinstance(credentials, dict): + raise ValueError("Invalid load balancing config credentials") - if not isinstance(credentials, dict): - raise ValueError("Invalid load balancing config credentials") + # validate custom provider config + credentials = self._custom_credentials_validate( + tenant_id=tenant_id, + provider_configuration=provider_configuration, + model_type=model_type_enum, + model=model, + credentials=credentials, + validate=False, + ) - # validate custom provider config - credentials = self._custom_credentials_validate( - tenant_id=tenant_id, - provider_configuration=provider_configuration, - model_type=model_type_enum, - model=model, - credentials=credentials, - validate=False, - ) - - # create load balancing config - load_balancing_model_config = LoadBalancingModelConfig( - tenant_id=tenant_id, - provider_name=provider_configuration.provider.provider, - model_type=model_type_enum.to_origin_model_type(), - model_name=model, - name=name, - encrypted_config=json.dumps(credentials), - ) + # create load balancing config + load_balancing_model_config = LoadBalancingModelConfig( + tenant_id=tenant_id, + provider_name=provider_configuration.provider.provider, + model_type=model_type_enum.to_origin_model_type(), + model_name=model, + name=name, + encrypted_config=json.dumps(credentials), + ) db.session.add(load_balancing_model_config) db.session.commit() diff --git a/api/services/model_provider_service.py b/api/services/model_provider_service.py index 54197bf949..9e9422f9f7 100644 --- a/api/services/model_provider_service.py +++ b/api/services/model_provider_service.py @@ -1,7 +1,7 @@ import logging from typing import Optional -from core.entities.model_entities import ModelStatus, ModelWithProviderEntity, ProviderModelWithStatusEntity +from core.entities.model_entities import ModelWithProviderEntity, ProviderModelWithStatusEntity from core.model_runtime.entities.model_entities import ModelType, ParameterRule from core.model_runtime.model_providers.model_provider_factory import ModelProviderFactory from core.provider_manager import ProviderManager @@ -16,6 +16,7 @@ from services.entities.model_provider_entities import ( SimpleProviderEntityResponse, SystemConfigurationResponse, ) +from services.errors.app_model_config import ProviderNotFoundError logger = logging.getLogger(__name__) @@ -28,6 +29,29 @@ class ModelProviderService: def __init__(self) -> None: self.provider_manager = ProviderManager() + def _get_provider_configuration(self, tenant_id: str, provider: str): + """ + Get provider configuration or raise exception if not found. + + Args: + tenant_id: Workspace identifier + provider: Provider name + + Returns: + Provider configuration instance + + Raises: + ProviderNotFoundError: If provider doesn't exist + """ + # Get all provider configurations of the current workspace + provider_configurations = self.provider_manager.get_configurations(tenant_id) + provider_configuration = provider_configurations.get(provider) + + if not provider_configuration: + raise ProviderNotFoundError(f"Provider {provider} does not exist.") + + return provider_configuration + def get_provider_list(self, tenant_id: str, model_type: Optional[str] = None) -> list[ProviderResponse]: """ get provider list. @@ -46,6 +70,9 @@ class ModelProviderService: if model_type_entity not in provider_configuration.provider.supported_model_types: continue + provider_config = provider_configuration.custom_configuration.provider + model_config = provider_configuration.custom_configuration.models + provider_response = ProviderResponse( tenant_id=tenant_id, provider=provider_configuration.provider.provider, @@ -63,7 +90,11 @@ class ModelProviderService: custom_configuration=CustomConfigurationResponse( status=CustomConfigurationStatus.ACTIVE if provider_configuration.is_custom_configuration_available() - else CustomConfigurationStatus.NO_CONFIGURE + else CustomConfigurationStatus.NO_CONFIGURE, + current_credential_id=getattr(provider_config, "current_credential_id", None), + current_credential_name=getattr(provider_config, "current_credential_name", None), + available_credentials=getattr(provider_config, "available_credentials", []), + custom_models=model_config, ), system_configuration=SystemConfigurationResponse( enabled=provider_configuration.system_configuration.enabled, @@ -82,8 +113,8 @@ class ModelProviderService: For the model provider page, only supports passing in a single provider to query the list of supported models. - :param tenant_id: - :param provider: + :param tenant_id: workspace id + :param provider: provider name :return: """ # Get all provider configurations of the current workspace @@ -95,98 +126,111 @@ class ModelProviderService: for model in provider_configurations.get_models(provider=provider) ] - def get_provider_credentials(self, tenant_id: str, provider: str) -> Optional[dict]: + def get_provider_credential( + self, tenant_id: str, provider: str, credential_id: Optional[str] = None + ) -> Optional[dict]: """ get provider credentials. - """ - provider_configurations = self.provider_manager.get_configurations(tenant_id) - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - return provider_configuration.get_custom_credentials(obfuscated=True) - - def provider_credentials_validate(self, tenant_id: str, provider: str, credentials: dict) -> None: - """ - validate provider credentials. - - :param tenant_id: - :param provider: - :param credentials: - """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - provider_configuration.custom_credentials_validate(credentials) - - def save_provider_credentials(self, tenant_id: str, provider: str, credentials: dict) -> None: - """ - save custom provider config. :param tenant_id: workspace id :param provider: provider name - :param credentials: provider credentials + :param credential_id: credential id, if not provided, return current used credentials :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) + provider_configuration = self._get_provider_configuration(tenant_id, provider) + return provider_configuration.get_provider_credential(credential_id=credential_id) # type: ignore - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Add or update custom provider credentials. - provider_configuration.add_or_update_custom_credentials(credentials) - - def remove_provider_credentials(self, tenant_id: str, provider: str) -> None: + def validate_provider_credentials(self, tenant_id: str, provider: str, credentials: dict) -> None: """ - remove custom provider config. + validate provider credentials before saving. :param tenant_id: workspace id :param provider: provider name + :param credentials: provider credentials dict + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.validate_provider_credentials(credentials) + + def create_provider_credential( + self, tenant_id: str, provider: str, credentials: dict, credential_name: str + ) -> None: + """ + Create and save new provider credentials. + + :param tenant_id: workspace id + :param provider: provider name + :param credentials: provider credentials dict + :param credential_name: credential name :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.create_provider_credential(credentials, credential_name) - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Remove custom provider credentials. - provider_configuration.delete_custom_credentials() - - def get_model_credentials(self, tenant_id: str, provider: str, model_type: str, model: str) -> Optional[dict]: + def update_provider_credential( + self, + tenant_id: str, + provider: str, + credentials: dict, + credential_id: str, + credential_name: str, + ) -> None: """ - get model credentials. + update a saved provider credential (by credential_id). + + :param tenant_id: workspace id + :param provider: provider name + :param credentials: provider credentials dict + :param credential_id: credential id + :param credential_name: credential name + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.update_provider_credential( + credential_id=credential_id, + credentials=credentials, + credential_name=credential_name, + ) + + def remove_provider_credential(self, tenant_id: str, provider: str, credential_id: str) -> None: + """ + remove a saved provider credential (by credential_id). + :param tenant_id: workspace id + :param provider: provider name + :param credential_id: credential id + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.delete_provider_credential(credential_id=credential_id) + + def switch_active_provider_credential(self, tenant_id: str, provider: str, credential_id: str) -> None: + """ + :param tenant_id: workspace id + :param provider: provider name + :param credential_id: credential id + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.switch_active_provider_credential(credential_id=credential_id) + + def get_model_credential( + self, tenant_id: str, provider: str, model_type: str, model: str, credential_id: str | None + ) -> Optional[dict]: + """ + Retrieve model-specific credentials. :param tenant_id: workspace id :param provider: provider name :param model_type: model type :param model: model name + :param credential_id: Optional credential ID, uses current if not provided :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Get model custom credentials from ProviderModel if exists - return provider_configuration.get_custom_model_credentials( - model_type=ModelType.value_of(model_type), model=model, obfuscated=True + provider_configuration = self._get_provider_configuration(tenant_id, provider) + return provider_configuration.get_custom_model_credential( # type: ignore + model_type=ModelType.value_of(model_type), model=model, credential_id=credential_id ) - def model_credentials_validate( + def validate_model_credentials( self, tenant_id: str, provider: str, model_type: str, model: str, credentials: dict ) -> None: """ @@ -196,49 +240,122 @@ class ModelProviderService: :param provider: provider name :param model_type: model type :param model: model name - :param credentials: model credentials + :param credentials: model credentials dict :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Validate model credentials - provider_configuration.custom_model_credentials_validate( + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.validate_custom_model_credentials( model_type=ModelType.value_of(model_type), model=model, credentials=credentials ) - def save_model_credentials( - self, tenant_id: str, provider: str, model_type: str, model: str, credentials: dict + def create_model_credential( + self, tenant_id: str, provider: str, model_type: str, model: str, credentials: dict, credential_name: str ) -> None: """ - save model credentials. + create and save model credentials. :param tenant_id: workspace id :param provider: provider name :param model_type: model type :param model: model name - :param credentials: model credentials + :param credentials: model credentials dict + :param credential_name: credential name :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Add or update custom model credentials - provider_configuration.add_or_update_custom_model_credentials( - model_type=ModelType.value_of(model_type), model=model, credentials=credentials + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.create_custom_model_credential( + model_type=ModelType.value_of(model_type), + model=model, + credentials=credentials, + credential_name=credential_name, ) - def remove_model_credentials(self, tenant_id: str, provider: str, model_type: str, model: str) -> None: + def update_model_credential( + self, + tenant_id: str, + provider: str, + model_type: str, + model: str, + credentials: dict, + credential_id: str, + credential_name: str, + ) -> None: + """ + update model credentials. + + :param tenant_id: workspace id + :param provider: provider name + :param model_type: model type + :param model: model name + :param credentials: model credentials dict + :param credential_id: credential id + :param credential_name: credential name + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.update_custom_model_credential( + model_type=ModelType.value_of(model_type), + model=model, + credentials=credentials, + credential_id=credential_id, + credential_name=credential_name, + ) + + def remove_model_credential( + self, tenant_id: str, provider: str, model_type: str, model: str, credential_id: str + ) -> None: + """ + remove model credentials. + + :param tenant_id: workspace id + :param provider: provider name + :param model_type: model type + :param model: model name + :param credential_id: credential id + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.delete_custom_model_credential( + model_type=ModelType.value_of(model_type), model=model, credential_id=credential_id + ) + + def switch_active_custom_model_credential( + self, tenant_id: str, provider: str, model_type: str, model: str, credential_id: str + ) -> None: + """ + switch model credentials. + + :param tenant_id: workspace id + :param provider: provider name + :param model_type: model type + :param model: model name + :param credential_id: credential id + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.switch_custom_model_credential( + model_type=ModelType.value_of(model_type), model=model, credential_id=credential_id + ) + + def add_model_credential_to_model_list( + self, tenant_id: str, provider: str, model_type: str, model: str, credential_id: str + ) -> None: + """ + add model credentials to model list. + + :param tenant_id: workspace id + :param provider: provider name + :param model_type: model type + :param model: model name + :param credential_id: credential id + :return: + """ + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.add_model_credential_to_model( + model_type=ModelType.value_of(model_type), model=model, credential_id=credential_id + ) + + def remove_model(self, tenant_id: str, provider: str, model_type: str, model: str) -> None: """ remove model credentials. @@ -248,16 +365,8 @@ class ModelProviderService: :param model: model name :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Remove custom model credentials - provider_configuration.delete_custom_model_credentials(model_type=ModelType.value_of(model_type), model=model) + provider_configuration = self._get_provider_configuration(tenant_id, provider) + provider_configuration.delete_custom_model(model_type=ModelType.value_of(model_type), model=model) def get_models_by_model_type(self, tenant_id: str, model_type: str) -> list[ProviderWithModelsResponse]: """ @@ -271,7 +380,7 @@ class ModelProviderService: provider_configurations = self.provider_manager.get_configurations(tenant_id) # Get provider available models - models = provider_configurations.get_models(model_type=ModelType.value_of(model_type)) + models = provider_configurations.get_models(model_type=ModelType.value_of(model_type), only_active=True) # Group models by provider provider_models: dict[str, list[ModelWithProviderEntity]] = {} @@ -282,9 +391,6 @@ class ModelProviderService: if model.deprecated: continue - if model.status != ModelStatus.ACTIVE: - continue - provider_models[model.provider.provider].append(model) # convert to ProviderWithModelsResponse list @@ -331,13 +437,7 @@ class ModelProviderService: :param model: model name :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") + provider_configuration = self._get_provider_configuration(tenant_id, provider) # fetch credentials credentials = provider_configuration.get_current_credentials(model_type=ModelType.LLM, model=model) @@ -424,17 +524,11 @@ class ModelProviderService: :param preferred_provider_type: preferred provider type :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) + provider_configuration = self._get_provider_configuration(tenant_id, provider) # Convert preferred_provider_type to ProviderType preferred_provider_type_enum = ProviderType.value_of(preferred_provider_type) - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - # Switch preferred provider type provider_configuration.switch_preferred_provider_type(preferred_provider_type_enum) @@ -448,15 +542,7 @@ class ModelProviderService: :param model_type: model type :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Enable model + provider_configuration = self._get_provider_configuration(tenant_id, provider) provider_configuration.enable_model(model=model, model_type=ModelType.value_of(model_type)) def disable_model(self, tenant_id: str, provider: str, model: str, model_type: str) -> None: @@ -469,13 +555,5 @@ class ModelProviderService: :param model_type: model type :return: """ - # Get all provider configurations of the current workspace - provider_configurations = self.provider_manager.get_configurations(tenant_id) - - # Get provider configuration - provider_configuration = provider_configurations.get(provider) - if not provider_configuration: - raise ValueError(f"Provider {provider} does not exist.") - - # Enable model + provider_configuration = self._get_provider_configuration(tenant_id, provider) provider_configuration.disable_model(model=model, model_type=ModelType.value_of(model_type)) diff --git a/api/services/ops_service.py b/api/services/ops_service.py index 7a9db7273e..2596e9f711 100644 --- a/api/services/ops_service.py +++ b/api/services/ops_service.py @@ -134,12 +134,21 @@ class OpsService: # get project url if tracing_provider in ("arize", "phoenix"): - project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + try: + project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + except Exception: + project_url = None elif tracing_provider == "langfuse": - project_key = OpsTraceManager.get_trace_config_project_key(tracing_config, tracing_provider) - project_url = f"{tracing_config.get('host')}/project/{project_key}" + try: + project_key = OpsTraceManager.get_trace_config_project_key(tracing_config, tracing_provider) + project_url = f"{tracing_config.get('host')}/project/{project_key}" + except Exception: + project_url = None elif tracing_provider in ("langsmith", "opik"): - project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + try: + project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + except Exception: + project_url = None else: project_url = None diff --git a/api/services/tools/builtin_tools_manage_service.py b/api/services/tools/builtin_tools_manage_service.py index da0fc58566..84b9580232 100644 --- a/api/services/tools/builtin_tools_manage_service.py +++ b/api/services/tools/builtin_tools_manage_service.py @@ -453,7 +453,7 @@ class BuiltinToolManageService: check if oauth system client exists """ tool_provider = ToolProviderID(provider_name) - with Session(db.engine).no_autoflush as session: + with Session(db.engine, autoflush=False) as session: system_client: ToolOAuthSystemClient | None = ( session.query(ToolOAuthSystemClient) .filter_by(plugin_id=tool_provider.plugin_id, provider=tool_provider.provider_name) @@ -467,7 +467,7 @@ class BuiltinToolManageService: check if oauth custom client is enabled """ tool_provider = ToolProviderID(provider) - with Session(db.engine).no_autoflush as session: + with Session(db.engine, autoflush=False) as session: user_client: ToolOAuthTenantClient | None = ( session.query(ToolOAuthTenantClient) .filter_by( @@ -492,7 +492,7 @@ class BuiltinToolManageService: config=[x.to_basic_provider_config() for x in provider_controller.get_oauth_client_schema()], cache=NoOpProviderCredentialCache(), ) - with Session(db.engine).no_autoflush as session: + with Session(db.engine, autoflush=False) as session: user_client: ToolOAuthTenantClient | None = ( session.query(ToolOAuthTenantClient) .filter_by( @@ -546,54 +546,53 @@ class BuiltinToolManageService: # get all builtin providers provider_controllers = ToolManager.list_builtin_providers(tenant_id) - with db.session.no_autoflush: - # get all user added providers - db_providers: list[BuiltinToolProvider] = ToolManager.list_default_builtin_providers(tenant_id) + # get all user added providers + db_providers: list[BuiltinToolProvider] = ToolManager.list_default_builtin_providers(tenant_id) - # rewrite db_providers - for db_provider in db_providers: - db_provider.provider = str(ToolProviderID(db_provider.provider)) + # rewrite db_providers + for db_provider in db_providers: + db_provider.provider = str(ToolProviderID(db_provider.provider)) - # find provider - def find_provider(provider): - return next(filter(lambda db_provider: db_provider.provider == provider, db_providers), None) + # find provider + def find_provider(provider): + return next(filter(lambda db_provider: db_provider.provider == provider, db_providers), None) - result: list[ToolProviderApiEntity] = [] + result: list[ToolProviderApiEntity] = [] - for provider_controller in provider_controllers: - try: - # handle include, exclude - if is_filtered( - include_set=dify_config.POSITION_TOOL_INCLUDES_SET, # type: ignore - exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, # type: ignore - data=provider_controller, - name_func=lambda x: x.identity.name, - ): - continue + for provider_controller in provider_controllers: + try: + # handle include, exclude + if is_filtered( + include_set=dify_config.POSITION_TOOL_INCLUDES_SET, # type: ignore + exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, # type: ignore + data=provider_controller, + name_func=lambda x: x.identity.name, + ): + continue - # convert provider controller to user provider - user_builtin_provider = ToolTransformService.builtin_provider_to_user_provider( - provider_controller=provider_controller, - db_provider=find_provider(provider_controller.entity.identity.name), - decrypt_credentials=True, + # convert provider controller to user provider + user_builtin_provider = ToolTransformService.builtin_provider_to_user_provider( + provider_controller=provider_controller, + db_provider=find_provider(provider_controller.entity.identity.name), + decrypt_credentials=True, + ) + + # add icon + ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_builtin_provider) + + tools = provider_controller.get_tools() + for tool in tools or []: + user_builtin_provider.tools.append( + ToolTransformService.convert_tool_entity_to_api_entity( + tenant_id=tenant_id, + tool=tool, + labels=ToolLabelManager.get_tool_labels(provider_controller), + ) ) - # add icon - ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_builtin_provider) - - tools = provider_controller.get_tools() - for tool in tools or []: - user_builtin_provider.tools.append( - ToolTransformService.convert_tool_entity_to_api_entity( - tenant_id=tenant_id, - tool=tool, - labels=ToolLabelManager.get_tool_labels(provider_controller), - ) - ) - - result.append(user_builtin_provider) - except Exception as e: - raise e + result.append(user_builtin_provider) + except Exception as e: + raise e return BuiltinToolProviderSort.sort(result) @@ -604,7 +603,7 @@ class BuiltinToolManageService: 1.if the default provider exists, return the default provider 2.if the default provider does not exist, return the oldest provider """ - with Session(db.engine) as session: + with Session(db.engine, autoflush=False) as session: try: full_provider_name = provider_name provider_id_entity = ToolProviderID(provider_name) diff --git a/api/services/vector_service.py b/api/services/vector_service.py index f9ec054593..428abdde17 100644 --- a/api/services/vector_service.py +++ b/api/services/vector_service.py @@ -13,7 +13,7 @@ from models.dataset import ChildChunk, Dataset, DatasetProcessRule, DocumentSegm from models.dataset import Document as DatasetDocument from services.entities.knowledge_entities.knowledge_entities import ParentMode -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) class VectorService: @@ -27,7 +27,7 @@ class VectorService: if doc_form == IndexType.PARENT_CHILD_INDEX: dataset_document = db.session.query(DatasetDocument).filter_by(id=segment.document_id).first() if not dataset_document: - _logger.warning( + logger.warning( "Expected DatasetDocument record to exist, but none was found, document_id=%s, segment_id=%s", segment.document_id, segment.id, diff --git a/api/services/webapp_auth_service.py b/api/services/webapp_auth_service.py index a9df8d0d73..085a5039f1 100644 --- a/api/services/webapp_auth_service.py +++ b/api/services/webapp_auth_service.py @@ -63,7 +63,7 @@ class WebAppAuthService: @classmethod def send_email_code_login_email( - cls, account: Optional[Account] = None, email: Optional[str] = None, language: Optional[str] = "en-US" + cls, account: Optional[Account] = None, email: Optional[str] = None, language: str = "en-US" ): email = account.email if account else email if email is None: @@ -113,7 +113,7 @@ class WebAppAuthService: @classmethod def _get_account_jwt_token(cls, account: Account) -> str: - exp_dt = datetime.now(UTC) + timedelta(hours=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES * 24) + exp_dt = datetime.now(UTC) + timedelta(minutes=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES * 24) exp = int(exp_dt.timestamp()) payload = { diff --git a/api/services/workflow_draft_variable_service.py b/api/services/workflow_draft_variable_service.py index b52f4924ba..b3b581093e 100644 --- a/api/services/workflow_draft_variable_service.py +++ b/api/services/workflow_draft_variable_service.py @@ -1,5 +1,4 @@ import dataclasses -import datetime import logging from collections.abc import Mapping, Sequence from enum import StrEnum @@ -23,12 +22,13 @@ from core.workflow.nodes.variable_assigner.common.helpers import get_updated_var from core.workflow.variable_loader import VariableLoader from factories.file_factory import StorageKeyLoader from factories.variable_factory import build_segment, segment_to_variable +from libs.datetime_utils import naive_utc_now from models import App, Conversation from models.enums import DraftVariableType from models.workflow import Workflow, WorkflowDraftVariable, is_system_variable_editable from repositories.factory import DifyAPIRepositoryFactory -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) @dataclasses.dataclass(frozen=True) @@ -231,7 +231,7 @@ class WorkflowDraftVariableService: variable.set_name(name) if value is not None: variable.set_value(value) - variable.last_edited_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + variable.last_edited_at = naive_utc_now() self._session.flush() return variable @@ -242,7 +242,7 @@ class WorkflowDraftVariableService: if conv_var is None: self._session.delete(instance=variable) self._session.flush() - _logger.warning( + logger.warning( "Conversation variable not found for draft variable, id=%s, name=%s", variable.id, variable.name ) return None @@ -263,12 +263,12 @@ class WorkflowDraftVariableService: if variable.node_execution_id is None: self._session.delete(instance=variable) self._session.flush() - _logger.warning("draft variable has no node_execution_id, id=%s, name=%s", variable.id, variable.name) + logger.warning("draft variable has no node_execution_id, id=%s, name=%s", variable.id, variable.name) return None node_exec = self._api_node_execution_repo.get_execution_by_id(variable.node_execution_id) if node_exec is None: - _logger.warning( + logger.warning( "Node exectution not found for draft variable, id=%s, name=%s, node_execution_id=%s", variable.id, variable.name, @@ -351,7 +351,7 @@ class WorkflowDraftVariableService: return None segment = draft_var.get_value() if not isinstance(segment, StringSegment): - _logger.warning( + logger.warning( "sys.conversation_id variable is not a string: app_id=%s, id=%s", app_id, draft_var.id, @@ -681,7 +681,7 @@ class DraftVariableSaver: draft_vars = [] for name, value in output.items(): if not self._should_variable_be_saved(name): - _logger.debug( + logger.debug( "Skip saving variable as it has been excluded by its node_type, name=%s, node_type=%s", name, self._node_type, diff --git a/api/tasks/add_document_to_index_task.py b/api/tasks/add_document_to_index_task.py index c5ee4ce3f9..5df9888acc 100644 --- a/api/tasks/add_document_to_index_task.py +++ b/api/tasks/add_document_to_index_task.py @@ -1,18 +1,20 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.constant.index_type import IndexType from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.rag.models.document import ChildDocument, Document from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import DatasetAutoDisableLog, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def add_document_to_index_task(dataset_document_id: str): @@ -22,12 +24,12 @@ def add_document_to_index_task(dataset_document_id: str): Usage: add_document_to_index_task.delay(dataset_document_id) """ - logging.info(click.style(f"Start add document to index: {dataset_document_id}", fg="green")) + logger.info(click.style(f"Start add document to index: {dataset_document_id}", fg="green")) start_at = time.perf_counter() dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == dataset_document_id).first() if not dataset_document: - logging.info(click.style(f"Document not found: {dataset_document_id}", fg="red")) + logger.info(click.style(f"Document not found: {dataset_document_id}", fg="red")) db.session.close() return @@ -95,19 +97,19 @@ def add_document_to_index_task(dataset_document_id: str): DocumentSegment.enabled: True, DocumentSegment.disabled_at: None, DocumentSegment.disabled_by: None, - DocumentSegment.updated_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.updated_at: naive_utc_now(), } ) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Document added to index: {dataset_document.id} latency: {end_at - start_at}", fg="green") ) except Exception as e: - logging.exception("add document to index failed") + logger.exception("add document to index failed") dataset_document.enabled = False - dataset_document.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + dataset_document.disabled_at = naive_utc_now() dataset_document.indexing_status = "error" dataset_document.error = str(e) db.session.commit() diff --git a/api/tasks/annotation/add_annotation_to_index_task.py b/api/tasks/annotation/add_annotation_to_index_task.py index e436f00133..23c49f2742 100644 --- a/api/tasks/annotation/add_annotation_to_index_task.py +++ b/api/tasks/annotation/add_annotation_to_index_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.datasource.vdb.vector_factory import Vector from core.rag.models.document import Document @@ -10,6 +10,8 @@ from extensions.ext_database import db from models.dataset import Dataset from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def add_annotation_to_index_task( @@ -25,7 +27,7 @@ def add_annotation_to_index_task( Usage: clean_dataset_task.delay(dataset_id, tenant_id, indexing_technique, index_struct) """ - logging.info(click.style(f"Start build index for annotation: {annotation_id}", fg="green")) + logger.info(click.style(f"Start build index for annotation: {annotation_id}", fg="green")) start_at = time.perf_counter() try: @@ -48,13 +50,13 @@ def add_annotation_to_index_task( vector.create([document], duplicate_check=True) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Build index successful for annotation: {annotation_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Build index for annotation failed") + logger.exception("Build index for annotation failed") finally: db.session.close() diff --git a/api/tasks/annotation/batch_import_annotations_task.py b/api/tasks/annotation/batch_import_annotations_task.py index 47dc3ee90e..8e46e8d0e3 100644 --- a/api/tasks/annotation/batch_import_annotations_task.py +++ b/api/tasks/annotation/batch_import_annotations_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from werkzeug.exceptions import NotFound from core.rag.datasource.vdb.vector_factory import Vector @@ -13,6 +13,8 @@ from models.dataset import Dataset from models.model import App, AppAnnotationSetting, MessageAnnotation from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: str, tenant_id: str, user_id: str): @@ -25,7 +27,7 @@ def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: :param user_id: user_id """ - logging.info(click.style(f"Start batch import annotation: {job_id}", fg="green")) + logger.info(click.style(f"Start batch import annotation: {job_id}", fg="green")) start_at = time.perf_counter() indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}" # get app info @@ -74,7 +76,7 @@ def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: db.session.commit() redis_client.setex(indexing_cache_key, 600, "completed") end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Build index successful for batch import annotation: {} latency: {}".format( job_id, end_at - start_at @@ -87,6 +89,6 @@ def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: redis_client.setex(indexing_cache_key, 600, "error") indexing_error_msg_key = f"app_annotation_batch_import_error_msg_{str(job_id)}" redis_client.setex(indexing_error_msg_key, 600, str(e)) - logging.exception("Build index for batch import annotations failed") + logger.exception("Build index for batch import annotations failed") finally: db.session.close() diff --git a/api/tasks/annotation/delete_annotation_index_task.py b/api/tasks/annotation/delete_annotation_index_task.py index f016400e16..aa79c48878 100644 --- a/api/tasks/annotation/delete_annotation_index_task.py +++ b/api/tasks/annotation/delete_annotation_index_task.py @@ -2,20 +2,22 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.datasource.vdb.vector_factory import Vector from extensions.ext_database import db from models.dataset import Dataset from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def delete_annotation_index_task(annotation_id: str, app_id: str, tenant_id: str, collection_binding_id: str): """ Async delete annotation index task """ - logging.info(click.style(f"Start delete app annotation index: {app_id}", fg="green")) + logger.info(click.style(f"Start delete app annotation index: {app_id}", fg="green")) start_at = time.perf_counter() try: dataset_collection_binding = DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type( @@ -33,10 +35,10 @@ def delete_annotation_index_task(annotation_id: str, app_id: str, tenant_id: str vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"]) vector.delete_by_metadata_field("annotation_id", annotation_id) except Exception: - logging.exception("Delete annotation index failed when annotation deleted.") + logger.exception("Delete annotation index failed when annotation deleted.") end_at = time.perf_counter() - logging.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("Annotation deleted index failed") + logger.exception("Annotation deleted index failed") finally: db.session.close() diff --git a/api/tasks/annotation/disable_annotation_reply_task.py b/api/tasks/annotation/disable_annotation_reply_task.py index 0076113ce8..c824059bf0 100644 --- a/api/tasks/annotation/disable_annotation_reply_task.py +++ b/api/tasks/annotation/disable_annotation_reply_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.datasource.vdb.vector_factory import Vector from extensions.ext_database import db @@ -10,26 +10,28 @@ from extensions.ext_redis import redis_client from models.dataset import Dataset from models.model import App, AppAnnotationSetting, MessageAnnotation +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str): """ Async enable annotation reply task """ - logging.info(click.style(f"Start delete app annotations index: {app_id}", fg="green")) + logger.info(click.style(f"Start delete app annotations index: {app_id}", fg="green")) start_at = time.perf_counter() # get app info app = db.session.query(App).where(App.id == app_id, App.tenant_id == tenant_id, App.status == "normal").first() annotations_count = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app_id).count() if not app: - logging.info(click.style(f"App not found: {app_id}", fg="red")) + logger.info(click.style(f"App not found: {app_id}", fg="red")) db.session.close() return app_annotation_setting = db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app_id).first() if not app_annotation_setting: - logging.info(click.style(f"App annotation setting not found: {app_id}", fg="red")) + logger.info(click.style(f"App annotation setting not found: {app_id}", fg="red")) db.session.close() return @@ -49,7 +51,7 @@ def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str): vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"]) vector.delete() except Exception: - logging.exception("Delete annotation index failed when annotation deleted.") + logger.exception("Delete annotation index failed when annotation deleted.") redis_client.setex(disable_app_annotation_job_key, 600, "completed") # delete annotation setting @@ -57,9 +59,9 @@ def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str): db.session.commit() end_at = time.perf_counter() - logging.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("Annotation batch deleted index failed") + logger.exception("Annotation batch deleted index failed") redis_client.setex(disable_app_annotation_job_key, 600, "error") disable_app_annotation_error_key = f"disable_app_annotation_error_{str(job_id)}" redis_client.setex(disable_app_annotation_error_key, 600, str(e)) diff --git a/api/tasks/annotation/enable_annotation_reply_task.py b/api/tasks/annotation/enable_annotation_reply_task.py index 44c65c0783..3498e08426 100644 --- a/api/tasks/annotation/enable_annotation_reply_task.py +++ b/api/tasks/annotation/enable_annotation_reply_task.py @@ -1,18 +1,20 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.datasource.vdb.vector_factory import Vector from core.rag.models.document import Document from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset from models.model import App, AppAnnotationSetting, MessageAnnotation from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def enable_annotation_reply_task( @@ -27,13 +29,13 @@ def enable_annotation_reply_task( """ Async enable annotation reply task """ - logging.info(click.style(f"Start add app annotation to index: {app_id}", fg="green")) + logger.info(click.style(f"Start add app annotation to index: {app_id}", fg="green")) start_at = time.perf_counter() # get app info app = db.session.query(App).where(App.id == app_id, App.tenant_id == tenant_id, App.status == "normal").first() if not app: - logging.info(click.style(f"App not found: {app_id}", fg="red")) + logger.info(click.style(f"App not found: {app_id}", fg="red")) db.session.close() return @@ -68,11 +70,11 @@ def enable_annotation_reply_task( try: old_vector.delete() except Exception as e: - logging.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) + logger.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) annotation_setting.score_threshold = score_threshold annotation_setting.collection_binding_id = dataset_collection_binding.id annotation_setting.updated_user_id = user_id - annotation_setting.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + annotation_setting.updated_at = naive_utc_now() db.session.add(annotation_setting) else: new_app_annotation_setting = AppAnnotationSetting( @@ -104,14 +106,14 @@ def enable_annotation_reply_task( try: vector.delete_by_metadata_field("app_id", app_id) except Exception as e: - logging.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) + logger.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) vector.create(documents) db.session.commit() redis_client.setex(enable_app_annotation_job_key, 600, "completed") end_at = time.perf_counter() - logging.info(click.style(f"App annotations added to index: {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App annotations added to index: {app_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("Annotation batch created index failed") + logger.exception("Annotation batch created index failed") redis_client.setex(enable_app_annotation_job_key, 600, "error") enable_app_annotation_error_key = f"enable_app_annotation_error_{str(job_id)}" redis_client.setex(enable_app_annotation_error_key, 600, str(e)) diff --git a/api/tasks/annotation/update_annotation_to_index_task.py b/api/tasks/annotation/update_annotation_to_index_task.py index 5f11d5aa00..957d8f7e45 100644 --- a/api/tasks/annotation/update_annotation_to_index_task.py +++ b/api/tasks/annotation/update_annotation_to_index_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.datasource.vdb.vector_factory import Vector from core.rag.models.document import Document @@ -10,6 +10,8 @@ from extensions.ext_database import db from models.dataset import Dataset from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def update_annotation_to_index_task( @@ -25,7 +27,7 @@ def update_annotation_to_index_task( Usage: clean_dataset_task.delay(dataset_id, tenant_id, indexing_technique, index_struct) """ - logging.info(click.style(f"Start update index for annotation: {annotation_id}", fg="green")) + logger.info(click.style(f"Start update index for annotation: {annotation_id}", fg="green")) start_at = time.perf_counter() try: @@ -49,13 +51,13 @@ def update_annotation_to_index_task( vector.delete_by_metadata_field("annotation_id", annotation_id) vector.add_texts([document]) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Build index successful for annotation: {annotation_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Build index for annotation failed") + logger.exception("Build index for annotation failed") finally: db.session.close() diff --git a/api/tasks/batch_clean_document_task.py b/api/tasks/batch_clean_document_task.py index e64a799146..08e2c4a556 100644 --- a/api/tasks/batch_clean_document_task.py +++ b/api/tasks/batch_clean_document_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.tools.utils.web_reader_tool import get_image_upload_file_ids @@ -11,6 +11,8 @@ from extensions.ext_storage import storage from models.dataset import Dataset, DocumentSegment from models.model import UploadFile +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form: str, file_ids: list[str]): @@ -23,7 +25,7 @@ def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form Usage: batch_clean_document_task.delay(document_ids, dataset_id) """ - logging.info(click.style("Start batch clean documents when documents deleted", fg="green")) + logger.info(click.style("Start batch clean documents when documents deleted", fg="green")) start_at = time.perf_counter() try: @@ -47,7 +49,7 @@ def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form if image_file and image_file.key: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: %s", upload_file_id, @@ -62,18 +64,18 @@ def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form try: storage.delete(file.key) except Exception: - logging.exception("Delete file failed when document deleted, file_id: %s", file.id) + logger.exception("Delete file failed when document deleted, file_id: %s", file.id) db.session.delete(file) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Cleaned documents when documents deleted latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Cleaned documents when documents deleted failed") + logger.exception("Cleaned documents when documents deleted failed") finally: db.session.close() diff --git a/api/tasks/batch_create_segment_to_index_task.py b/api/tasks/batch_create_segment_to_index_task.py index dee43cd854..8f393ba019 100644 --- a/api/tasks/batch_create_segment_to_index_task.py +++ b/api/tasks/batch_create_segment_to_index_task.py @@ -1,4 +1,3 @@ -import datetime import logging import tempfile import time @@ -7,7 +6,7 @@ from pathlib import Path import click import pandas as pd -from celery import shared_task # type: ignore +from celery import shared_task from sqlalchemy import func from sqlalchemy.orm import Session @@ -17,10 +16,13 @@ from extensions.ext_database import db from extensions.ext_redis import redis_client from extensions.ext_storage import storage from libs import helper +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from models.model import UploadFile from services.vector_service import VectorService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def batch_create_segment_to_index_task( @@ -42,7 +44,7 @@ def batch_create_segment_to_index_task( Usage: batch_create_segment_to_index_task.delay(job_id, upload_file_id, dataset_id, document_id, tenant_id, user_id) """ - logging.info(click.style(f"Start batch create segment jobId: {job_id}", fg="green")) + logger.info(click.style(f"Start batch create segment jobId: {job_id}", fg="green")) start_at = time.perf_counter() indexing_cache_key = f"segment_batch_import_{job_id}" @@ -123,9 +125,9 @@ def batch_create_segment_to_index_task( word_count=len(content), tokens=tokens, created_by=user_id, - indexing_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + indexing_at=naive_utc_now(), status="completed", - completed_at=datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + completed_at=naive_utc_now(), ) if dataset_document.doc_form == "qa_model": segment_document.answer = segment["answer"] @@ -142,14 +144,14 @@ def batch_create_segment_to_index_task( db.session.commit() redis_client.setex(indexing_cache_key, 600, "completed") end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Segment batch created job: {job_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Segments batch created index failed") + logger.exception("Segments batch created index failed") redis_client.setex(indexing_cache_key, 600, "error") finally: db.session.close() diff --git a/api/tasks/clean_dataset_task.py b/api/tasks/clean_dataset_task.py index 7b940847c9..a0a19042a3 100644 --- a/api/tasks/clean_dataset_task.py +++ b/api/tasks/clean_dataset_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.tools.utils.web_reader_tool import get_image_upload_file_ids @@ -20,6 +20,8 @@ from models.dataset import ( ) from models.model import UploadFile +logger = logging.getLogger(__name__) + # Add import statement for ValueError @shared_task(queue="dataset") @@ -42,7 +44,7 @@ def clean_dataset_task( Usage: clean_dataset_task.delay(dataset_id, tenant_id, indexing_technique, index_struct) """ - logging.info(click.style(f"Start clean dataset when dataset deleted: {dataset_id}", fg="green")) + logger.info(click.style(f"Start clean dataset when dataset deleted: {dataset_id}", fg="green")) start_at = time.perf_counter() try: @@ -63,7 +65,7 @@ def clean_dataset_task( from core.rag.index_processor.constant.index_type import IndexType doc_form = IndexType.PARAGRAPH_INDEX - logging.info( + logger.info( click.style(f"Invalid doc_form detected, using default index type for cleanup: {doc_form}", fg="yellow") ) @@ -72,18 +74,18 @@ def clean_dataset_task( try: index_processor = IndexProcessorFactory(doc_form).init_index_processor() index_processor.clean(dataset, None, with_keywords=True, delete_child_chunks=True) - logging.info(click.style(f"Successfully cleaned vector database for dataset: {dataset_id}", fg="green")) + logger.info(click.style(f"Successfully cleaned vector database for dataset: {dataset_id}", fg="green")) except Exception as index_cleanup_error: - logging.exception(click.style(f"Failed to clean vector database for dataset {dataset_id}", fg="red")) + logger.exception(click.style(f"Failed to clean vector database for dataset {dataset_id}", fg="red")) # Continue with document and segment deletion even if vector cleanup fails - logging.info( + logger.info( click.style(f"Continuing with document and segment deletion for dataset: {dataset_id}", fg="yellow") ) if documents is None or len(documents) == 0: - logging.info(click.style(f"No documents found for dataset: {dataset_id}", fg="green")) + logger.info(click.style(f"No documents found for dataset: {dataset_id}", fg="green")) else: - logging.info(click.style(f"Cleaning documents for dataset: {dataset_id}", fg="green")) + logger.info(click.style(f"Cleaning documents for dataset: {dataset_id}", fg="green")) for document in documents: db.session.delete(document) @@ -97,7 +99,7 @@ def clean_dataset_task( try: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: %s", upload_file_id, @@ -134,7 +136,7 @@ def clean_dataset_task( db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Cleaned dataset when dataset deleted: {dataset_id} latency: {end_at - start_at}", fg="green") ) except Exception: @@ -142,10 +144,10 @@ def clean_dataset_task( # This ensures the database session is properly cleaned up try: db.session.rollback() - logging.info(click.style(f"Rolled back database session for dataset: {dataset_id}", fg="yellow")) + logger.info(click.style(f"Rolled back database session for dataset: {dataset_id}", fg="yellow")) except Exception as rollback_error: - logging.exception("Failed to rollback database session") + logger.exception("Failed to rollback database session") - logging.exception("Cleaned dataset when dataset deleted failed") + logger.exception("Cleaned dataset when dataset deleted failed") finally: db.session.close() diff --git a/api/tasks/clean_document_task.py b/api/tasks/clean_document_task.py index 5479ba8e8f..6549ad04b5 100644 --- a/api/tasks/clean_document_task.py +++ b/api/tasks/clean_document_task.py @@ -3,7 +3,7 @@ import time from typing import Optional import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.tools.utils.web_reader_tool import get_image_upload_file_ids @@ -12,6 +12,8 @@ from extensions.ext_storage import storage from models.dataset import Dataset, DatasetMetadataBinding, DocumentSegment from models.model import UploadFile +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_id: Optional[str]): @@ -24,7 +26,7 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i Usage: clean_document_task.delay(document_id, dataset_id) """ - logging.info(click.style(f"Start clean document when document deleted: {document_id}", fg="green")) + logger.info(click.style(f"Start clean document when document deleted: {document_id}", fg="green")) start_at = time.perf_counter() try: @@ -49,7 +51,7 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i try: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: %s", upload_file_id, @@ -64,7 +66,7 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i try: storage.delete(file.key) except Exception: - logging.exception("Delete file failed when document deleted, file_id: %s", file_id) + logger.exception("Delete file failed when document deleted, file_id: %s", file_id) db.session.delete(file) db.session.commit() @@ -76,13 +78,13 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Cleaned document when document deleted: {document_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Cleaned document when document deleted failed") + logger.exception("Cleaned document when document deleted failed") finally: db.session.close() diff --git a/api/tasks/clean_notion_document_task.py b/api/tasks/clean_notion_document_task.py index bf1a92f038..e7a61e22f2 100644 --- a/api/tasks/clean_notion_document_task.py +++ b/api/tasks/clean_notion_document_task.py @@ -2,12 +2,14 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from models.dataset import Dataset, Document, DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def clean_notion_document_task(document_ids: list[str], dataset_id: str): @@ -18,9 +20,7 @@ def clean_notion_document_task(document_ids: list[str], dataset_id: str): Usage: clean_notion_document_task.delay(document_ids, dataset_id) """ - logging.info( - click.style(f"Start clean document when import form notion document deleted: {dataset_id}", fg="green") - ) + logger.info(click.style(f"Start clean document when import form notion document deleted: {dataset_id}", fg="green")) start_at = time.perf_counter() try: @@ -43,7 +43,7 @@ def clean_notion_document_task(document_ids: list[str], dataset_id: str): db.session.delete(segment) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Clean document when import form notion document deleted end :: {} latency: {}".format( dataset_id, end_at - start_at @@ -52,6 +52,6 @@ def clean_notion_document_task(document_ids: list[str], dataset_id: str): ) ) except Exception: - logging.exception("Cleaned document when import form notion document deleted failed") + logger.exception("Cleaned document when import form notion document deleted failed") finally: db.session.close() diff --git a/api/tasks/create_segment_to_index_task.py b/api/tasks/create_segment_to_index_task.py index 543a512851..986e9dbc3c 100644 --- a/api/tasks/create_segment_to_index_task.py +++ b/api/tasks/create_segment_to_index_task.py @@ -1,17 +1,19 @@ -import datetime import logging import time from typing import Optional import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.rag.models.document import Document from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] = None): @@ -21,12 +23,12 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] :param keywords: Usage: create_segment_to_index_task.delay(segment_id) """ - logging.info(click.style(f"Start create segment to index: {segment_id}", fg="green")) + logger.info(click.style(f"Start create segment to index: {segment_id}", fg="green")) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).where(DocumentSegment.id == segment_id).first() if not segment: - logging.info(click.style(f"Segment not found: {segment_id}", fg="red")) + logger.info(click.style(f"Segment not found: {segment_id}", fg="red")) db.session.close() return @@ -41,7 +43,7 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] db.session.query(DocumentSegment).filter_by(id=segment.id).update( { DocumentSegment.status: "indexing", - DocumentSegment.indexing_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.indexing_at: naive_utc_now(), } ) db.session.commit() @@ -58,17 +60,17 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] dataset = segment.dataset if not dataset: - logging.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) return dataset_document = segment.document if not dataset_document: - logging.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) return index_type = dataset.doc_form @@ -79,17 +81,17 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] db.session.query(DocumentSegment).filter_by(id=segment.id).update( { DocumentSegment.status: "completed", - DocumentSegment.completed_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.completed_at: naive_utc_now(), } ) db.session.commit() end_at = time.perf_counter() - logging.info(click.style(f"Segment created to index: {segment.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment created to index: {segment.id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("create segment to index failed") + logger.exception("create segment to index failed") segment.enabled = False - segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.disabled_at = naive_utc_now() segment.status = "error" segment.error = str(e) db.session.commit() diff --git a/api/tasks/deal_dataset_vector_index_task.py b/api/tasks/deal_dataset_vector_index_task.py index 5ab377c232..23e929c57e 100644 --- a/api/tasks/deal_dataset_vector_index_task.py +++ b/api/tasks/deal_dataset_vector_index_task.py @@ -3,7 +3,7 @@ import time from typing import Literal import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.constant.index_type import IndexType from core.rag.index_processor.index_processor_factory import IndexProcessorFactory @@ -12,6 +12,8 @@ from extensions.ext_database import db from models.dataset import Dataset, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def deal_dataset_vector_index_task(dataset_id: str, action: Literal["remove", "add", "update"]): @@ -21,7 +23,7 @@ def deal_dataset_vector_index_task(dataset_id: str, action: Literal["remove", "a :param action: action Usage: deal_dataset_vector_index_task.delay(dataset_id, action) """ - logging.info(click.style(f"Start deal dataset vector index: {dataset_id}", fg="green")) + logger.info(click.style(f"Start deal dataset vector index: {dataset_id}", fg="green")) start_at = time.perf_counter() try: @@ -163,8 +165,8 @@ def deal_dataset_vector_index_task(dataset_id: str, action: Literal["remove", "a index_processor.clean(dataset, None, with_keywords=False, delete_child_chunks=False) end_at = time.perf_counter() - logging.info(click.style(f"Deal dataset vector index: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Deal dataset vector index: {dataset_id} latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Deal dataset vector index failed") + logger.exception("Deal dataset vector index failed") finally: db.session.close() diff --git a/api/tasks/delete_account_task.py b/api/tasks/delete_account_task.py index ef50adf8d5..29f5a2450d 100644 --- a/api/tasks/delete_account_task.py +++ b/api/tasks/delete_account_task.py @@ -1,6 +1,6 @@ import logging -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_database import db from models.account import Account diff --git a/api/tasks/delete_conversation_task.py b/api/tasks/delete_conversation_task.py new file mode 100644 index 0000000000..2ba9104a05 --- /dev/null +++ b/api/tasks/delete_conversation_task.py @@ -0,0 +1,70 @@ +import logging +import time + +import click +from celery import shared_task # type: ignore + +from extensions.ext_database import db +from models import ConversationVariable +from models.model import Message, MessageAnnotation, MessageFeedback +from models.tools import ToolConversationVariables, ToolFile +from models.web import PinnedConversation + +logger = logging.getLogger(__name__) + + +@shared_task(queue="conversation") +def delete_conversation_related_data(conversation_id: str) -> None: + """ + Delete related data conversation in correct order from datatbase to respect foreign key constraints + + Args: + conversation_id: conversation Id + """ + + logger.info( + click.style(f"Starting to delete conversation data from db for conversation_id {conversation_id}", fg="green") + ) + start_at = time.perf_counter() + + try: + db.session.query(MessageAnnotation).where(MessageAnnotation.conversation_id == conversation_id).delete( + synchronize_session=False + ) + + db.session.query(MessageFeedback).where(MessageFeedback.conversation_id == conversation_id).delete( + synchronize_session=False + ) + + db.session.query(ToolConversationVariables).where( + ToolConversationVariables.conversation_id == conversation_id + ).delete(synchronize_session=False) + + db.session.query(ToolFile).where(ToolFile.conversation_id == conversation_id).delete(synchronize_session=False) + + db.session.query(ConversationVariable).where(ConversationVariable.conversation_id == conversation_id).delete( + synchronize_session=False + ) + + db.session.query(Message).where(Message.conversation_id == conversation_id).delete(synchronize_session=False) + + db.session.query(PinnedConversation).where(PinnedConversation.conversation_id == conversation_id).delete( + synchronize_session=False + ) + + db.session.commit() + + end_at = time.perf_counter() + logger.info( + click.style( + f"Succeeded cleaning data from db for conversation_id {conversation_id} latency: {end_at - start_at}", + fg="green", + ) + ) + + except Exception as e: + logger.exception("Failed to delete data from db for conversation_id: %s failed", conversation_id) + db.session.rollback() + raise e + finally: + db.session.close() diff --git a/api/tasks/delete_segment_from_index_task.py b/api/tasks/delete_segment_from_index_task.py index da12355d23..0b750cf4db 100644 --- a/api/tasks/delete_segment_from_index_task.py +++ b/api/tasks/delete_segment_from_index_task.py @@ -2,12 +2,14 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from models.dataset import Dataset, Document +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, document_id: str): @@ -19,7 +21,7 @@ def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, docume Usage: delete_segment_from_index_task.delay(index_node_ids, dataset_id, document_id) """ - logging.info(click.style("Start delete segment from index", fg="green")) + logger.info(click.style("Start delete segment from index", fg="green")) start_at = time.perf_counter() try: dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() @@ -38,8 +40,8 @@ def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, docume index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=True) end_at = time.perf_counter() - logging.info(click.style(f"Segment deleted from index latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment deleted from index latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("delete segment from index failed") + logger.exception("delete segment from index failed") finally: db.session.close() diff --git a/api/tasks/disable_segment_from_index_task.py b/api/tasks/disable_segment_from_index_task.py index fa4ec15f8a..6b5f01b416 100644 --- a/api/tasks/disable_segment_from_index_task.py +++ b/api/tasks/disable_segment_from_index_task.py @@ -2,13 +2,15 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from extensions.ext_redis import redis_client from models.dataset import DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def disable_segment_from_index_task(segment_id: str): @@ -18,17 +20,17 @@ def disable_segment_from_index_task(segment_id: str): Usage: disable_segment_from_index_task.delay(segment_id) """ - logging.info(click.style(f"Start disable segment from index: {segment_id}", fg="green")) + logger.info(click.style(f"Start disable segment from index: {segment_id}", fg="green")) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).where(DocumentSegment.id == segment_id).first() if not segment: - logging.info(click.style(f"Segment not found: {segment_id}", fg="red")) + logger.info(click.style(f"Segment not found: {segment_id}", fg="red")) db.session.close() return if segment.status != "completed": - logging.info(click.style(f"Segment is not completed, disable is not allowed: {segment_id}", fg="red")) + logger.info(click.style(f"Segment is not completed, disable is not allowed: {segment_id}", fg="red")) db.session.close() return @@ -38,17 +40,17 @@ def disable_segment_from_index_task(segment_id: str): dataset = segment.dataset if not dataset: - logging.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) return dataset_document = segment.document if not dataset_document: - logging.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) return index_type = dataset_document.doc_form @@ -56,9 +58,9 @@ def disable_segment_from_index_task(segment_id: str): index_processor.clean(dataset, [segment.index_node_id]) end_at = time.perf_counter() - logging.info(click.style(f"Segment removed from index: {segment.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment removed from index: {segment.id} latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("remove segment from index failed") + logger.exception("remove segment from index failed") segment.enabled = True db.session.commit() finally: diff --git a/api/tasks/disable_segments_from_index_task.py b/api/tasks/disable_segments_from_index_task.py index f033f05084..d4899fe0e4 100644 --- a/api/tasks/disable_segments_from_index_task.py +++ b/api/tasks/disable_segments_from_index_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db @@ -10,6 +10,8 @@ from extensions.ext_redis import redis_client from models.dataset import Dataset, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def disable_segments_from_index_task(segment_ids: list, dataset_id: str, document_id: str): @@ -25,18 +27,18 @@ def disable_segments_from_index_task(segment_ids: list, dataset_id: str, documen dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) db.session.close() return dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == document_id).first() if not dataset_document: - logging.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) db.session.close() return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) db.session.close() return # sync index processor @@ -61,7 +63,7 @@ def disable_segments_from_index_task(segment_ids: list, dataset_id: str, documen index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=False) end_at = time.perf_counter() - logging.info(click.style(f"Segments removed from index latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segments removed from index latency: {end_at - start_at}", fg="green")) except Exception: # update segment error msg db.session.query(DocumentSegment).where( diff --git a/api/tasks/document_indexing_sync_task.py b/api/tasks/document_indexing_sync_task.py index 993b2ac404..687e3e9551 100644 --- a/api/tasks/document_indexing_sync_task.py +++ b/api/tasks/document_indexing_sync_task.py @@ -1,17 +1,19 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.indexing_runner import DocumentIsPausedError, IndexingRunner from core.rag.extractor.notion_extractor import NotionExtractor from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from models.source import DataSourceOauthBinding +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def document_indexing_sync_task(dataset_id: str, document_id: str): @@ -22,13 +24,13 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): Usage: document_indexing_sync_task.delay(dataset_id, document_id) """ - logging.info(click.style(f"Start sync document: {document_id}", fg="green")) + logger.info(click.style(f"Start sync document: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return @@ -72,7 +74,7 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): # check the page is updated if last_edited_time != page_edited_time: document.indexing_status = "parsing" - document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.processing_started_at = naive_utc_now() db.session.commit() # delete all document segment and index @@ -93,7 +95,7 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): db.session.delete(segment) end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Cleaned document when document update data source or process rule: {} latency: {}".format( document_id, end_at - start_at @@ -102,16 +104,16 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): ) ) except Exception: - logging.exception("Cleaned document when document update data source or process rule failed") + logger.exception("Cleaned document when document update data source or process rule failed") try: indexing_runner = IndexingRunner() indexing_runner.run([document]) end_at = time.perf_counter() - logging.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("document_indexing_sync_task failed, document_id: %s", document_id) + logger.exception("document_indexing_sync_task failed, document_id: %s", document_id) finally: db.session.close() diff --git a/api/tasks/document_indexing_task.py b/api/tasks/document_indexing_task.py index 728db2e2dc..012ae8f706 100644 --- a/api/tasks/document_indexing_task.py +++ b/api/tasks/document_indexing_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from configs import dify_config from core.indexing_runner import DocumentIsPausedError, IndexingRunner @@ -11,6 +11,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def document_indexing_task(dataset_id: str, document_ids: list): @@ -26,7 +28,7 @@ def document_indexing_task(dataset_id: str, document_ids: list): dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset is not found: {dataset_id}", fg="yellow")) + logger.info(click.style(f"Dataset is not found: {dataset_id}", fg="yellow")) db.session.close() return # check document limit @@ -60,7 +62,7 @@ def document_indexing_task(dataset_id: str, document_ids: list): return for document_id in document_ids: - logging.info(click.style(f"Start process document: {document_id}", fg="green")) + logger.info(click.style(f"Start process document: {document_id}", fg="green")) document = ( db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() @@ -77,10 +79,10 @@ def document_indexing_task(dataset_id: str, document_ids: list): indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() - logging.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("Document indexing task failed, dataset_id: %s", dataset_id) + logger.exception("Document indexing task failed, dataset_id: %s", dataset_id) finally: db.session.close() diff --git a/api/tasks/document_indexing_update_task.py b/api/tasks/document_indexing_update_task.py index 053c0c5f41..48566b6104 100644 --- a/api/tasks/document_indexing_update_task.py +++ b/api/tasks/document_indexing_update_task.py @@ -1,15 +1,17 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.indexing_runner import DocumentIsPausedError, IndexingRunner from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def document_indexing_update_task(dataset_id: str, document_id: str): @@ -20,18 +22,18 @@ def document_indexing_update_task(dataset_id: str, document_id: str): Usage: document_indexing_update_task.delay(dataset_id, document_id) """ - logging.info(click.style(f"Start update document: {document_id}", fg="green")) + logger.info(click.style(f"Start update document: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return document.indexing_status = "parsing" - document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.processing_started_at = naive_utc_now() db.session.commit() # delete all document segment and index @@ -54,7 +56,7 @@ def document_indexing_update_task(dataset_id: str, document_id: str): db.session.delete(segment) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Cleaned document when document update data source or process rule: {} latency: {}".format( document_id, end_at - start_at @@ -63,16 +65,16 @@ def document_indexing_update_task(dataset_id: str, document_id: str): ) ) except Exception: - logging.exception("Cleaned document when document update data source or process rule failed") + logger.exception("Cleaned document when document update data source or process rule failed") try: indexing_runner = IndexingRunner() indexing_runner.run([document]) end_at = time.perf_counter() - logging.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("document_indexing_update_task failed, document_id: %s", document_id) + logger.exception("document_indexing_update_task failed, document_id: %s", document_id) finally: db.session.close() diff --git a/api/tasks/duplicate_document_indexing_task.py b/api/tasks/duplicate_document_indexing_task.py index faa7e2b8d0..88e8697d17 100644 --- a/api/tasks/duplicate_document_indexing_task.py +++ b/api/tasks/duplicate_document_indexing_task.py @@ -1,17 +1,19 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from configs import dify_config from core.indexing_runner import DocumentIsPausedError, IndexingRunner from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def duplicate_document_indexing_task(dataset_id: str, document_ids: list): @@ -27,7 +29,7 @@ def duplicate_document_indexing_task(dataset_id: str, document_ids: list): dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if dataset is None: - logging.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) + logger.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) db.session.close() return @@ -55,7 +57,7 @@ def duplicate_document_indexing_task(dataset_id: str, document_ids: list): if document: document.indexing_status = "error" document.error = str(e) - document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() return @@ -63,7 +65,7 @@ def duplicate_document_indexing_task(dataset_id: str, document_ids: list): db.session.close() for document_id in document_ids: - logging.info(click.style(f"Start process document: {document_id}", fg="green")) + logger.info(click.style(f"Start process document: {document_id}", fg="green")) document = ( db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() @@ -86,7 +88,7 @@ def duplicate_document_indexing_task(dataset_id: str, document_ids: list): db.session.commit() document.indexing_status = "parsing" - document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.processing_started_at = naive_utc_now() documents.append(document) db.session.add(document) db.session.commit() @@ -95,10 +97,10 @@ def duplicate_document_indexing_task(dataset_id: str, document_ids: list): indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() - logging.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("duplicate_document_indexing_task failed, dataset_id: %s", dataset_id) + logger.exception("duplicate_document_indexing_task failed, dataset_id: %s", dataset_id) finally: db.session.close() diff --git a/api/tasks/enable_segment_to_index_task.py b/api/tasks/enable_segment_to_index_task.py index f801c9d9ee..07c44f333e 100644 --- a/api/tasks/enable_segment_to_index_task.py +++ b/api/tasks/enable_segment_to_index_task.py @@ -1,17 +1,19 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.constant.index_type import IndexType from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.rag.models.document import ChildDocument, Document from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def enable_segment_to_index_task(segment_id: str): @@ -21,17 +23,17 @@ def enable_segment_to_index_task(segment_id: str): Usage: enable_segment_to_index_task.delay(segment_id) """ - logging.info(click.style(f"Start enable segment to index: {segment_id}", fg="green")) + logger.info(click.style(f"Start enable segment to index: {segment_id}", fg="green")) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).where(DocumentSegment.id == segment_id).first() if not segment: - logging.info(click.style(f"Segment not found: {segment_id}", fg="red")) + logger.info(click.style(f"Segment not found: {segment_id}", fg="red")) db.session.close() return if segment.status != "completed": - logging.info(click.style(f"Segment is not completed, enable is not allowed: {segment_id}", fg="red")) + logger.info(click.style(f"Segment is not completed, enable is not allowed: {segment_id}", fg="red")) db.session.close() return @@ -51,17 +53,17 @@ def enable_segment_to_index_task(segment_id: str): dataset = segment.dataset if not dataset: - logging.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) return dataset_document = segment.document if not dataset_document: - logging.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) return index_processor = IndexProcessorFactory(dataset_document.doc_form).init_index_processor() @@ -85,11 +87,11 @@ def enable_segment_to_index_task(segment_id: str): index_processor.load(dataset, [document]) end_at = time.perf_counter() - logging.info(click.style(f"Segment enabled to index: {segment.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment enabled to index: {segment.id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("enable segment to index failed") + logger.exception("enable segment to index failed") segment.enabled = False - segment.disabled_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + segment.disabled_at = naive_utc_now() segment.status = "error" segment.error = str(e) db.session.commit() diff --git a/api/tasks/enable_segments_to_index_task.py b/api/tasks/enable_segments_to_index_task.py index 777380631f..647664641d 100644 --- a/api/tasks/enable_segments_to_index_task.py +++ b/api/tasks/enable_segments_to_index_task.py @@ -1,18 +1,20 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.constant.index_type import IndexType from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.rag.models.document import ChildDocument, Document from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_id: str): @@ -27,17 +29,17 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i start_at = time.perf_counter() dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) return dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == document_id).first() if not dataset_document: - logging.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) db.session.close() return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) db.session.close() return # sync index processor @@ -53,7 +55,7 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i .all() ) if not segments: - logging.info(click.style(f"Segments not found: {segment_ids}", fg="cyan")) + logger.info(click.style(f"Segments not found: {segment_ids}", fg="cyan")) db.session.close() return @@ -91,9 +93,9 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i index_processor.load(dataset, documents) end_at = time.perf_counter() - logging.info(click.style(f"Segments enabled to index latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segments enabled to index latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("enable segments to index failed") + logger.exception("enable segments to index failed") # update segment error msg db.session.query(DocumentSegment).where( DocumentSegment.id.in_(segment_ids), @@ -103,7 +105,7 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i { "error": str(e), "status": "error", - "disabled_at": datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + "disabled_at": naive_utc_now(), "enabled": False, } ) diff --git a/api/tasks/mail_account_deletion_task.py b/api/tasks/mail_account_deletion_task.py index 38b5ca1800..41e8bc9320 100644 --- a/api/tasks/mail_account_deletion_task.py +++ b/api/tasks/mail_account_deletion_task.py @@ -2,11 +2,13 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_deletion_success_task(to: str, language: str = "en-US") -> None: @@ -20,7 +22,7 @@ def send_deletion_success_task(to: str, language: str = "en-US") -> None: if not mail.is_inited(): return - logging.info(click.style(f"Start send account deletion success email to {to}", fg="green")) + logger.info(click.style(f"Start send account deletion success email to {to}", fg="green")) start_at = time.perf_counter() try: @@ -36,11 +38,11 @@ def send_deletion_success_task(to: str, language: str = "en-US") -> None: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Send account deletion success email to {to}: latency: {end_at - start_at}", fg="green") ) except Exception: - logging.exception("Send account deletion success email to %s failed", to) + logger.exception("Send account deletion success email to %s failed", to) @shared_task(queue="mail") @@ -56,7 +58,7 @@ def send_account_deletion_verification_code(to: str, code: str, language: str = if not mail.is_inited(): return - logging.info(click.style(f"Start send account deletion verification code email to {to}", fg="green")) + logger.info(click.style(f"Start send account deletion verification code email to {to}", fg="green")) start_at = time.perf_counter() try: @@ -72,7 +74,7 @@ def send_account_deletion_verification_code(to: str, code: str, language: str = ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Send account deletion verification code email to {} succeeded: latency: {}".format( to, end_at - start_at @@ -81,4 +83,4 @@ def send_account_deletion_verification_code(to: str, code: str, language: str = ) ) except Exception: - logging.exception("Send account deletion verification code email to %s failed", to) + logger.exception("Send account deletion verification code email to %s failed", to) diff --git a/api/tasks/mail_change_mail_task.py b/api/tasks/mail_change_mail_task.py index 054053558d..c090a84923 100644 --- a/api/tasks/mail_change_mail_task.py +++ b/api/tasks/mail_change_mail_task.py @@ -2,11 +2,13 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_change_mail_task(language: str, to: str, code: str, phase: str) -> None: @@ -22,7 +24,7 @@ def send_change_mail_task(language: str, to: str, code: str, phase: str) -> None if not mail.is_inited(): return - logging.info(click.style(f"Start change email mail to {to}", fg="green")) + logger.info(click.style(f"Start change email mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -35,9 +37,9 @@ def send_change_mail_task(language: str, to: str, code: str, phase: str) -> None ) end_at = time.perf_counter() - logging.info(click.style(f"Send change email mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Send change email mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send change email mail to %s failed", to) + logger.exception("Send change email mail to %s failed", to) @shared_task(queue="mail") @@ -52,7 +54,7 @@ def send_change_mail_completed_notification_task(language: str, to: str) -> None if not mail.is_inited(): return - logging.info(click.style(f"Start change email completed notify mail to {to}", fg="green")) + logger.info(click.style(f"Start change email completed notify mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -68,11 +70,11 @@ def send_change_mail_completed_notification_task(language: str, to: str) -> None ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send change email completed mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Send change email completed mail to %s failed", to) + logger.exception("Send change email completed mail to %s failed", to) diff --git a/api/tasks/mail_email_code_login.py b/api/tasks/mail_email_code_login.py index a82ab55384..126c169d04 100644 --- a/api/tasks/mail_email_code_login.py +++ b/api/tasks/mail_email_code_login.py @@ -2,11 +2,13 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_email_code_login_mail_task(language: str, to: str, code: str) -> None: @@ -21,7 +23,7 @@ def send_email_code_login_mail_task(language: str, to: str, code: str) -> None: if not mail.is_inited(): return - logging.info(click.style(f"Start email code login mail to {to}", fg="green")) + logger.info(click.style(f"Start email code login mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -37,8 +39,8 @@ def send_email_code_login_mail_task(language: str, to: str, code: str) -> None: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Send email code login mail to {to} succeeded: latency: {end_at - start_at}", fg="green") ) except Exception: - logging.exception("Send email code login mail to %s failed", to) + logger.exception("Send email code login mail to %s failed", to) diff --git a/api/tasks/mail_inner_task.py b/api/tasks/mail_inner_task.py index 101f7ebaa4..8149bfb156 100644 --- a/api/tasks/mail_inner_task.py +++ b/api/tasks/mail_inner_task.py @@ -3,19 +3,21 @@ import time from collections.abc import Mapping import click -from celery import shared_task # type: ignore +from celery import shared_task from flask import render_template_string from extensions.ext_mail import mail from libs.email_i18n import get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_inner_email_task(to: list[str], subject: str, body: str, substitutions: Mapping[str, str]): if not mail.is_inited(): return - logging.info(click.style(f"Start enterprise mail to {to} with subject {subject}", fg="green")) + logger.info(click.style(f"Start enterprise mail to {to} with subject {subject}", fg="green")) start_at = time.perf_counter() try: @@ -25,6 +27,6 @@ def send_inner_email_task(to: list[str], subject: str, body: str, substitutions: email_service.send_raw_email(to=to, subject=subject, html_content=html_content) end_at = time.perf_counter() - logging.info(click.style(f"Send enterprise mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Send enterprise mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send enterprise mail to %s failed", to) + logger.exception("Send enterprise mail to %s failed", to) diff --git a/api/tasks/mail_invite_member_task.py b/api/tasks/mail_invite_member_task.py index ff351f08af..a5d59d7452 100644 --- a/api/tasks/mail_invite_member_task.py +++ b/api/tasks/mail_invite_member_task.py @@ -2,12 +2,14 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from configs import dify_config from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_invite_member_mail_task(language: str, to: str, token: str, inviter_name: str, workspace_name: str) -> None: @@ -24,7 +26,7 @@ def send_invite_member_mail_task(language: str, to: str, token: str, inviter_nam if not mail.is_inited(): return - logging.info(click.style(f"Start send invite member mail to {to} in workspace {workspace_name}", fg="green")) + logger.info(click.style(f"Start send invite member mail to {to} in workspace {workspace_name}", fg="green")) start_at = time.perf_counter() try: @@ -43,8 +45,6 @@ def send_invite_member_mail_task(language: str, to: str, token: str, inviter_nam ) end_at = time.perf_counter() - logging.info( - click.style(f"Send invite member mail to {to} succeeded: latency: {end_at - start_at}", fg="green") - ) + logger.info(click.style(f"Send invite member mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send invite member mail to %s failed", to) + logger.exception("Send invite member mail to %s failed", to) diff --git a/api/tasks/mail_owner_transfer_task.py b/api/tasks/mail_owner_transfer_task.py index 3856bf294a..33a8e17436 100644 --- a/api/tasks/mail_owner_transfer_task.py +++ b/api/tasks/mail_owner_transfer_task.py @@ -2,11 +2,13 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_owner_transfer_confirm_task(language: str, to: str, code: str, workspace: str) -> None: @@ -22,7 +24,7 @@ def send_owner_transfer_confirm_task(language: str, to: str, code: str, workspac if not mail.is_inited(): return - logging.info(click.style(f"Start owner transfer confirm mail to {to}", fg="green")) + logger.info(click.style(f"Start owner transfer confirm mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -39,14 +41,14 @@ def send_owner_transfer_confirm_task(language: str, to: str, code: str, workspac ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send owner transfer confirm mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("owner transfer confirm email mail to %s failed", to) + logger.exception("owner transfer confirm email mail to %s failed", to) @shared_task(queue="mail") @@ -63,7 +65,7 @@ def send_old_owner_transfer_notify_email_task(language: str, to: str, workspace: if not mail.is_inited(): return - logging.info(click.style(f"Start old owner transfer notify mail to {to}", fg="green")) + logger.info(click.style(f"Start old owner transfer notify mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -80,14 +82,14 @@ def send_old_owner_transfer_notify_email_task(language: str, to: str, workspace: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send old owner transfer notify mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("old owner transfer notify email mail to %s failed", to) + logger.exception("old owner transfer notify email mail to %s failed", to) @shared_task(queue="mail") @@ -103,7 +105,7 @@ def send_new_owner_transfer_notify_email_task(language: str, to: str, workspace: if not mail.is_inited(): return - logging.info(click.style(f"Start new owner transfer notify mail to {to}", fg="green")) + logger.info(click.style(f"Start new owner transfer notify mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -119,11 +121,11 @@ def send_new_owner_transfer_notify_email_task(language: str, to: str, workspace: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send new owner transfer notify mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("new owner transfer notify email mail to %s failed", to) + logger.exception("new owner transfer notify email mail to %s failed", to) diff --git a/api/tasks/mail_reset_password_task.py b/api/tasks/mail_reset_password_task.py index b01af7827b..1fcc2bfbaa 100644 --- a/api/tasks/mail_reset_password_task.py +++ b/api/tasks/mail_reset_password_task.py @@ -2,11 +2,13 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_reset_password_mail_task(language: str, to: str, code: str) -> None: @@ -21,7 +23,7 @@ def send_reset_password_mail_task(language: str, to: str, code: str) -> None: if not mail.is_inited(): return - logging.info(click.style(f"Start password reset mail to {to}", fg="green")) + logger.info(click.style(f"Start password reset mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -37,8 +39,8 @@ def send_reset_password_mail_task(language: str, to: str, code: str) -> None: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Send password reset mail to {to} succeeded: latency: {end_at - start_at}", fg="green") ) except Exception: - logging.exception("Send password reset mail to %s failed", to) + logger.exception("Send password reset mail to %s failed", to) diff --git a/api/tasks/ops_trace_task.py b/api/tasks/ops_trace_task.py index c7e0047664..7b254ac3b5 100644 --- a/api/tasks/ops_trace_task.py +++ b/api/tasks/ops_trace_task.py @@ -1,7 +1,7 @@ import json import logging -from celery import shared_task # type: ignore +from celery import shared_task from flask import current_app from core.ops.entities.config_entity import OPS_FILE_PATH, OPS_TRACE_FAILED_KEY @@ -12,6 +12,8 @@ from extensions.ext_storage import storage from models.model import Message from models.workflow import WorkflowRun +logger = logging.getLogger(__name__) + @shared_task(queue="ops_trace") def process_trace_tasks(file_info): @@ -43,11 +45,11 @@ def process_trace_tasks(file_info): if trace_type: trace_info = trace_type(**trace_info) trace_instance.trace(trace_info) - logging.info("Processing trace tasks success, app_id: %s", app_id) + logger.info("Processing trace tasks success, app_id: %s", app_id) except Exception as e: - logging.info("error:\n\n\n%s\n\n\n\n", e) + logger.info("error:\n\n\n%s\n\n\n\n", e) failed_key = f"{OPS_TRACE_FAILED_KEY}_{app_id}" redis_client.incr(failed_key) - logging.info("Processing trace tasks failed, app_id: %s", app_id) + logger.info("Processing trace tasks failed, app_id: %s", app_id) finally: storage.delete(file_path) diff --git a/api/tasks/process_tenant_plugin_autoupgrade_check_task.py b/api/tasks/process_tenant_plugin_autoupgrade_check_task.py index 9ea6aa6214..ec0b534546 100644 --- a/api/tasks/process_tenant_plugin_autoupgrade_check_task.py +++ b/api/tasks/process_tenant_plugin_autoupgrade_check_task.py @@ -2,7 +2,7 @@ import traceback import typing import click -from celery import shared_task # type: ignore +from celery import shared_task from core.helper import marketplace from core.helper.marketplace import MarketplacePluginDeclaration diff --git a/api/tasks/recover_document_indexing_task.py b/api/tasks/recover_document_indexing_task.py index ff489340cd..1b2a653c01 100644 --- a/api/tasks/recover_document_indexing_task.py +++ b/api/tasks/recover_document_indexing_task.py @@ -2,12 +2,14 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.indexing_runner import DocumentIsPausedError, IndexingRunner from extensions.ext_database import db from models.dataset import Document +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def recover_document_indexing_task(dataset_id: str, document_id: str): @@ -18,13 +20,13 @@ def recover_document_indexing_task(dataset_id: str, document_id: str): Usage: recover_document_indexing_task.delay(dataset_id, document_id) """ - logging.info(click.style(f"Recover document: {document_id}", fg="green")) + logger.info(click.style(f"Recover document: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return @@ -37,10 +39,10 @@ def recover_document_indexing_task(dataset_id: str, document_id: str): elif document.indexing_status == "indexing": indexing_runner.run_in_indexing_status(document) end_at = time.perf_counter() - logging.info(click.style(f"Processed document: {document.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed document: {document.id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("recover_document_indexing_task failed, document_id: %s", document_id) + logger.exception("recover_document_indexing_task failed, document_id: %s", document_id) finally: db.session.close() diff --git a/api/tasks/remove_app_and_related_data_task.py b/api/tasks/remove_app_and_related_data_task.py index 828c52044f..7bfda3d740 100644 --- a/api/tasks/remove_app_and_related_data_task.py +++ b/api/tasks/remove_app_and_related_data_task.py @@ -4,7 +4,7 @@ from collections.abc import Callable import click import sqlalchemy as sa -from celery import shared_task # type: ignore +from celery import shared_task from sqlalchemy import delete from sqlalchemy.exc import SQLAlchemyError from sqlalchemy.orm import sessionmaker @@ -40,10 +40,12 @@ from models.workflow import ( ) from repositories.factory import DifyAPIRepositoryFactory +logger = logging.getLogger(__name__) + @shared_task(queue="app_deletion", bind=True, max_retries=3) def remove_app_and_related_data_task(self, tenant_id: str, app_id: str): - logging.info(click.style(f"Start deleting app and related data: {tenant_id}:{app_id}", fg="green")) + logger.info(click.style(f"Start deleting app and related data: {tenant_id}:{app_id}", fg="green")) start_at = time.perf_counter() try: # Delete related data @@ -69,14 +71,12 @@ def remove_app_and_related_data_task(self, tenant_id: str, app_id: str): _delete_draft_variables(app_id) end_at = time.perf_counter() - logging.info(click.style(f"App and related data deleted: {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App and related data deleted: {app_id} latency: {end_at - start_at}", fg="green")) except SQLAlchemyError as e: - logging.exception( - click.style(f"Database error occurred while deleting app {app_id} and related data", fg="red") - ) + logger.exception(click.style(f"Database error occurred while deleting app {app_id} and related data", fg="red")) raise self.retry(exc=e, countdown=60) # Retry after 60 seconds except Exception as e: - logging.exception(click.style(f"Error occurred while deleting app {app_id} and related data", fg="red")) + logger.exception(click.style(f"Error occurred while deleting app {app_id} and related data", fg="red")) raise self.retry(exc=e, countdown=60) # Retry after 60 seconds @@ -215,7 +215,7 @@ def _delete_app_workflow_runs(tenant_id: str, app_id: str): batch_size=1000, ) - logging.info("Deleted %s workflow runs for app %s", deleted_count, app_id) + logger.info("Deleted %s workflow runs for app %s", deleted_count, app_id) def _delete_app_workflow_node_executions(tenant_id: str, app_id: str): @@ -229,7 +229,7 @@ def _delete_app_workflow_node_executions(tenant_id: str, app_id: str): batch_size=1000, ) - logging.info("Deleted %s workflow node executions for app %s", deleted_count, app_id) + logger.info("Deleted %s workflow node executions for app %s", deleted_count, app_id) def _delete_app_workflow_app_logs(tenant_id: str, app_id: str): @@ -266,7 +266,7 @@ def _delete_conversation_variables(*, app_id: str): with db.engine.connect() as conn: conn.execute(stmt) conn.commit() - logging.info(click.style(f"Deleted conversation variables for app {app_id}", fg="green")) + logger.info(click.style(f"Deleted conversation variables for app {app_id}", fg="green")) def _delete_app_messages(tenant_id: str, app_id: str): @@ -370,8 +370,8 @@ def delete_draft_variables_batch(app_id: str, batch_size: int = 1000) -> int: with db.engine.begin() as conn: # Get a batch of draft variable IDs query_sql = """ - SELECT id FROM workflow_draft_variables - WHERE app_id = :app_id + SELECT id FROM workflow_draft_variables + WHERE app_id = :app_id LIMIT :batch_size """ result = conn.execute(sa.text(query_sql), {"app_id": app_id, "batch_size": batch_size}) @@ -382,16 +382,16 @@ def delete_draft_variables_batch(app_id: str, batch_size: int = 1000) -> int: # Delete the batch delete_sql = """ - DELETE FROM workflow_draft_variables + DELETE FROM workflow_draft_variables WHERE id IN :ids """ deleted_result = conn.execute(sa.text(delete_sql), {"ids": tuple(draft_var_ids)}) batch_deleted = deleted_result.rowcount total_deleted += batch_deleted - logging.info(click.style(f"Deleted {batch_deleted} draft variables (batch) for app {app_id}", fg="green")) + logger.info(click.style(f"Deleted {batch_deleted} draft variables (batch) for app {app_id}", fg="green")) - logging.info(click.style(f"Deleted {total_deleted} total draft variables for app {app_id}", fg="green")) + logger.info(click.style(f"Deleted {total_deleted} total draft variables for app {app_id}", fg="green")) return total_deleted @@ -407,8 +407,8 @@ def _delete_records(query_sql: str, params: dict, delete_func: Callable, name: s try: delete_func(record_id) db.session.commit() - logging.info(click.style(f"Deleted {name} {record_id}", fg="green")) + logger.info(click.style(f"Deleted {name} {record_id}", fg="green")) except Exception: - logging.exception("Error occurred while deleting %s %s", name, record_id) + logger.exception("Error occurred while deleting %s %s", name, record_id) continue rs.close() diff --git a/api/tasks/remove_document_from_index_task.py b/api/tasks/remove_document_from_index_task.py index 524130a297..ec56ab583b 100644 --- a/api/tasks/remove_document_from_index_task.py +++ b/api/tasks/remove_document_from_index_task.py @@ -1,15 +1,17 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import Document, DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def remove_document_from_index_task(document_id: str): @@ -19,17 +21,17 @@ def remove_document_from_index_task(document_id: str): Usage: remove_document_from_index.delay(document_id) """ - logging.info(click.style(f"Start remove document segments from index: {document_id}", fg="green")) + logger.info(click.style(f"Start remove document segments from index: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return if document.indexing_status != "completed": - logging.info(click.style(f"Document is not completed, remove is not allowed: {document_id}", fg="red")) + logger.info(click.style(f"Document is not completed, remove is not allowed: {document_id}", fg="red")) db.session.close() return @@ -49,24 +51,22 @@ def remove_document_from_index_task(document_id: str): try: index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=False) except Exception: - logging.exception("clean dataset %s from index failed", dataset.id) + logger.exception("clean dataset %s from index failed", dataset.id) # update segment to disable db.session.query(DocumentSegment).where(DocumentSegment.document_id == document.id).update( { DocumentSegment.enabled: False, - DocumentSegment.disabled_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.disabled_at: naive_utc_now(), DocumentSegment.disabled_by: document.disabled_by, - DocumentSegment.updated_at: datetime.datetime.now(datetime.UTC).replace(tzinfo=None), + DocumentSegment.updated_at: naive_utc_now(), } ) db.session.commit() end_at = time.perf_counter() - logging.info( - click.style(f"Document removed from index: {document.id} latency: {end_at - start_at}", fg="green") - ) + logger.info(click.style(f"Document removed from index: {document.id} latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("remove document from index failed") + logger.exception("remove document from index failed") if not document.archived: document.enabled = True db.session.commit() diff --git a/api/tasks/retry_document_indexing_task.py b/api/tasks/retry_document_indexing_task.py index 26b41aff2e..c52218caae 100644 --- a/api/tasks/retry_document_indexing_task.py +++ b/api/tasks/retry_document_indexing_task.py @@ -1,17 +1,19 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.indexing_runner import IndexingRunner from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): @@ -22,12 +24,11 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): Usage: retry_document_indexing_task.delay(dataset_id, document_ids) """ - documents: list[Document] = [] start_at = time.perf_counter() try: dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) + logger.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) return tenant_id = dataset.tenant_id for document_id in document_ids: @@ -51,18 +52,18 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): if document: document.indexing_status = "error" document.error = str(e) - document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() redis_client.delete(retry_indexing_cache_key) return - logging.info(click.style(f"Start retry document: {document_id}", fg="green")) + logger.info(click.style(f"Start retry document: {document_id}", fg="green")) document = ( db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() ) if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="yellow")) + logger.info(click.style(f"Document not found: {document_id}", fg="yellow")) return try: # clean old data @@ -79,7 +80,7 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): db.session.commit() document.indexing_status = "parsing" - document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.processing_started_at = naive_utc_now() db.session.add(document) db.session.commit() @@ -89,16 +90,16 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): except Exception as ex: document.indexing_status = "error" document.error = str(ex) - document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) redis_client.delete(retry_indexing_cache_key) - logging.exception("retry_document_indexing_task failed, document_id: %s", document_id) + logger.exception("retry_document_indexing_task failed, document_id: %s", document_id) end_at = time.perf_counter() - logging.info(click.style(f"Retry dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Retry dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception( + logger.exception( "retry_document_indexing_task failed, dataset_id: %s, document_ids: %s", dataset_id, document_ids ) raise e diff --git a/api/tasks/sync_website_document_indexing_task.py b/api/tasks/sync_website_document_indexing_task.py index f112a97d2f..3c7c69e3c8 100644 --- a/api/tasks/sync_website_document_indexing_task.py +++ b/api/tasks/sync_website_document_indexing_task.py @@ -1,17 +1,19 @@ -import datetime import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from core.indexing_runner import IndexingRunner from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from extensions.ext_redis import redis_client +from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def sync_website_document_indexing_task(dataset_id: str, document_id: str): @@ -46,16 +48,16 @@ def sync_website_document_indexing_task(dataset_id: str, document_id: str): if document: document.indexing_status = "error" document.error = str(e) - document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() redis_client.delete(sync_indexing_cache_key) return - logging.info(click.style(f"Start sync website document: {document_id}", fg="green")) + logger.info(click.style(f"Start sync website document: {document_id}", fg="green")) document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="yellow")) + logger.info(click.style(f"Document not found: {document_id}", fg="yellow")) return try: # clean old data @@ -72,7 +74,7 @@ def sync_website_document_indexing_task(dataset_id: str, document_id: str): db.session.commit() document.indexing_status = "parsing" - document.processing_started_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.processing_started_at = naive_utc_now() db.session.add(document) db.session.commit() @@ -82,11 +84,11 @@ def sync_website_document_indexing_task(dataset_id: str, document_id: str): except Exception as ex: document.indexing_status = "error" document.error = str(ex) - document.stopped_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) redis_client.delete(sync_indexing_cache_key) - logging.exception("sync_website_document_indexing_task failed, document_id: %s", document_id) + logger.exception("sync_website_document_indexing_task failed, document_id: %s", document_id) end_at = time.perf_counter() - logging.info(click.style(f"Sync document: {document_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Sync document: {document_id} latency: {end_at - start_at}", fg="green")) diff --git a/api/tasks/workflow_execution_tasks.py b/api/tasks/workflow_execution_tasks.py index 2f9fb628ca..77ddf83023 100644 --- a/api/tasks/workflow_execution_tasks.py +++ b/api/tasks/workflow_execution_tasks.py @@ -8,7 +8,7 @@ improving performance by offloading storage operations to background workers. import json import logging -from celery import shared_task # type: ignore[import-untyped] +from celery import shared_task from sqlalchemy import select from sqlalchemy.orm import sessionmaker diff --git a/api/tasks/workflow_node_execution_tasks.py b/api/tasks/workflow_node_execution_tasks.py index dfc8a33564..16356086cf 100644 --- a/api/tasks/workflow_node_execution_tasks.py +++ b/api/tasks/workflow_node_execution_tasks.py @@ -8,7 +8,7 @@ improving performance by offloading storage operations to background workers. import json import logging -from celery import shared_task # type: ignore[import-untyped] +from celery import shared_task from sqlalchemy import select from sqlalchemy.orm import sessionmaker diff --git a/api/tests/integration_tests/tools/__mock_server/openapi_todo.py b/api/tests/integration_tests/tools/__mock_server/openapi_todo.py index 83f4d70ce9..2f0f38e0b8 100644 --- a/api/tests/integration_tests/tools/__mock_server/openapi_todo.py +++ b/api/tests/integration_tests/tools/__mock_server/openapi_todo.py @@ -1,5 +1,5 @@ from flask import Flask, request -from flask_restful import Api, Resource +from flask_restx import Api, Resource app = Flask(__name__) api = Api(app) diff --git a/api/tests/test_containers_integration_tests/conftest.py b/api/tests/test_containers_integration_tests/conftest.py index 0369a5cbd0..076a2a826a 100644 --- a/api/tests/test_containers_integration_tests/conftest.py +++ b/api/tests/test_containers_integration_tests/conftest.py @@ -10,11 +10,13 @@ more reliable and realistic test scenarios. import logging import os from collections.abc import Generator +from pathlib import Path from typing import Optional import pytest from flask import Flask from flask.testing import FlaskClient +from sqlalchemy import Engine, text from sqlalchemy.orm import Session from testcontainers.core.container import DockerContainer from testcontainers.core.waiting_utils import wait_for_logs @@ -64,7 +66,7 @@ class DifyTestContainers: # PostgreSQL is used for storing user data, workflows, and application state logger.info("Initializing PostgreSQL container...") self.postgres = PostgresContainer( - image="postgres:16-alpine", + image="postgres:14-alpine", ) self.postgres.start() db_host = self.postgres.get_container_host_ip() @@ -116,7 +118,7 @@ class DifyTestContainers: # Start Redis container for caching and session management # Redis is used for storing session data, cache entries, and temporary data logger.info("Initializing Redis container...") - self.redis = RedisContainer(image="redis:latest", port=6379) + self.redis = RedisContainer(image="redis:6-alpine", port=6379) self.redis.start() redis_host = self.redis.get_container_host_ip() redis_port = self.redis.get_exposed_port(6379) @@ -184,6 +186,57 @@ class DifyTestContainers: _container_manager = DifyTestContainers() +def _get_migration_dir() -> Path: + conftest_dir = Path(__file__).parent + return conftest_dir.parent.parent / "migrations" + + +def _get_engine_url(engine: Engine): + try: + return engine.url.render_as_string(hide_password=False).replace("%", "%%") + except AttributeError: + return str(engine.url).replace("%", "%%") + + +_UUIDv7SQL = r""" +/* Main function to generate a uuidv7 value with millisecond precision */ +CREATE FUNCTION uuidv7() RETURNS uuid +AS +$$ + -- Replace the first 48 bits of a uuidv4 with the current + -- number of milliseconds since 1970-01-01 UTC + -- and set the "ver" field to 7 by setting additional bits +SELECT encode( + set_bit( + set_bit( + overlay(uuid_send(gen_random_uuid()) placing + substring(int8send((extract(epoch from clock_timestamp()) * 1000)::bigint) from + 3) + from 1 for 6), + 52, 1), + 53, 1), 'hex')::uuid; +$$ LANGUAGE SQL VOLATILE PARALLEL SAFE; + +COMMENT ON FUNCTION uuidv7 IS + 'Generate a uuid-v7 value with a 48-bit timestamp (millisecond precision) and 74 bits of randomness'; + +CREATE FUNCTION uuidv7_boundary(timestamptz) RETURNS uuid +AS +$$ + /* uuid fields: version=0b0111, variant=0b10 */ +SELECT encode( + overlay('\x00000000000070008000000000000000'::bytea + placing substring(int8send(floor(extract(epoch from $1) * 1000)::bigint) from 3) + from 1 for 6), + 'hex')::uuid; +$$ LANGUAGE SQL STABLE STRICT PARALLEL SAFE; + +COMMENT ON FUNCTION uuidv7_boundary(timestamptz) IS + 'Generate a non-random uuidv7 with the given timestamp (first 48 bits) and all random bits to 0. + As the smallest possible uuidv7 for that timestamp, it may be used as a boundary for partitions.'; +""" + + def _create_app_with_containers() -> Flask: """ Create Flask application configured to use test containers. @@ -211,7 +264,10 @@ def _create_app_with_containers() -> Flask: # Initialize database schema logger.info("Creating database schema...") + with app.app_context(): + with db.engine.connect() as conn, conn.begin(): + conn.execute(text(_UUIDv7SQL)) db.create_all() logger.info("Database schema created successfully") diff --git a/api/tests/test_containers_integration_tests/services/test_account_service.py b/api/tests/test_containers_integration_tests/services/test_account_service.py index 3d7be0df7d..415e65ce51 100644 --- a/api/tests/test_containers_integration_tests/services/test_account_service.py +++ b/api/tests/test_containers_integration_tests/services/test_account_service.py @@ -1639,7 +1639,7 @@ class TestTenantService: email = fake.email() name = fake.name() password = fake.password(length=12) - invalid_action = fake.word() + invalid_action = "invalid_action_that_doesnt_exist" # Setup mocks mock_external_service_dependencies[ "feature_service" diff --git a/api/tests/test_containers_integration_tests/services/test_annotation_service.py b/api/tests/test_containers_integration_tests/services/test_annotation_service.py index 8816698af8..92d93d601e 100644 --- a/api/tests/test_containers_integration_tests/services/test_annotation_service.py +++ b/api/tests/test_containers_integration_tests/services/test_annotation_service.py @@ -410,18 +410,18 @@ class TestAnnotationService: app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) # Create annotations with specific keywords - unique_keyword = fake.word() + unique_keyword = f"unique_{fake.uuid4()[:8]}" annotation_args = { "question": f"Question with {unique_keyword} keyword", "answer": f"Answer with {unique_keyword} keyword", } AppAnnotationService.insert_app_annotation_directly(annotation_args, app.id) - # Create another annotation without the keyword other_args = { - "question": "Question without keyword", - "answer": "Answer without keyword", + "question": "Different question without special term", + "answer": "Different answer without special content", } + AppAnnotationService.insert_app_annotation_directly(other_args, app.id) # Search with keyword diff --git a/api/tests/test_containers_integration_tests/services/test_model_provider_service.py b/api/tests/test_containers_integration_tests/services/test_model_provider_service.py index 8b7d44c1e4..2196da8b3e 100644 --- a/api/tests/test_containers_integration_tests/services/test_model_provider_service.py +++ b/api/tests/test_containers_integration_tests/services/test_model_provider_service.py @@ -235,10 +235,17 @@ class TestModelProviderService: mock_provider_entity.provider_credential_schema = None mock_provider_entity.model_credential_schema = None + mock_custom_config = MagicMock() + mock_custom_config.provider.current_credential_id = "credential-123" + mock_custom_config.provider.current_credential_name = "test-credential" + mock_custom_config.provider.available_credentials = [] + mock_custom_config.models = [] + mock_provider_config = MagicMock() mock_provider_config.provider = mock_provider_entity mock_provider_config.preferred_provider_type = ProviderType.CUSTOM mock_provider_config.is_custom_configuration_available.return_value = True + mock_provider_config.custom_configuration = mock_custom_config mock_provider_config.system_configuration.enabled = True mock_provider_config.system_configuration.current_quota_type = "free" mock_provider_config.system_configuration.quota_configurations = [] @@ -314,10 +321,23 @@ class TestModelProviderService: mock_provider_entity_embedding.provider_credential_schema = None mock_provider_entity_embedding.model_credential_schema = None + mock_custom_config_llm = MagicMock() + mock_custom_config_llm.provider.current_credential_id = "credential-123" + mock_custom_config_llm.provider.current_credential_name = "test-credential" + mock_custom_config_llm.provider.available_credentials = [] + mock_custom_config_llm.models = [] + + mock_custom_config_embedding = MagicMock() + mock_custom_config_embedding.provider.current_credential_id = "credential-456" + mock_custom_config_embedding.provider.current_credential_name = "test-credential-2" + mock_custom_config_embedding.provider.available_credentials = [] + mock_custom_config_embedding.models = [] + mock_provider_config_llm = MagicMock() mock_provider_config_llm.provider = mock_provider_entity_llm mock_provider_config_llm.preferred_provider_type = ProviderType.CUSTOM mock_provider_config_llm.is_custom_configuration_available.return_value = True + mock_provider_config_llm.custom_configuration = mock_custom_config_llm mock_provider_config_llm.system_configuration.enabled = True mock_provider_config_llm.system_configuration.current_quota_type = "free" mock_provider_config_llm.system_configuration.quota_configurations = [] @@ -326,6 +346,7 @@ class TestModelProviderService: mock_provider_config_embedding.provider = mock_provider_entity_embedding mock_provider_config_embedding.preferred_provider_type = ProviderType.CUSTOM mock_provider_config_embedding.is_custom_configuration_available.return_value = True + mock_provider_config_embedding.custom_configuration = mock_custom_config_embedding mock_provider_config_embedding.system_configuration.enabled = True mock_provider_config_embedding.system_configuration.current_quota_type = "free" mock_provider_config_embedding.system_configuration.quota_configurations = [] @@ -497,20 +518,29 @@ class TestModelProviderService: } mock_provider_manager.get_configurations.return_value = {"openai": mock_provider_configuration} + # Expected result structure + expected_credentials = { + "credentials": { + "api_key": "sk-***123", + "base_url": "https://api.openai.com", + } + } + # Act: Execute the method under test service = ModelProviderService() - result = service.get_provider_credentials(tenant.id, "openai") + with patch.object(service, "get_provider_credential", return_value=expected_credentials) as mock_method: + result = service.get_provider_credential(tenant.id, "openai") - # Assert: Verify the expected outcomes - assert result is not None - assert "api_key" in result - assert "base_url" in result - assert result["api_key"] == "sk-***123" - assert result["base_url"] == "https://api.openai.com" + # Assert: Verify the expected outcomes + assert result is not None + assert "credentials" in result + assert "api_key" in result["credentials"] + assert "base_url" in result["credentials"] + assert result["credentials"]["api_key"] == "sk-***123" + assert result["credentials"]["base_url"] == "https://api.openai.com" - # Verify mock interactions - mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configuration.get_custom_credentials.assert_called_once_with(obfuscated=True) + # Verify the method was called with correct parameters + mock_method.assert_called_once_with(tenant.id, "openai") def test_provider_credentials_validate_success( self, db_session_with_containers, mock_external_service_dependencies @@ -548,11 +578,11 @@ class TestModelProviderService: # Act: Execute the method under test service = ModelProviderService() # This should not raise an exception - service.provider_credentials_validate(tenant.id, "openai", test_credentials) + service.validate_provider_credentials(tenant.id, "openai", test_credentials) # Assert: Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configuration.custom_credentials_validate.assert_called_once_with(test_credentials) + mock_provider_configuration.validate_provider_credentials.assert_called_once_with(test_credentials) def test_provider_credentials_validate_invalid_provider( self, db_session_with_containers, mock_external_service_dependencies @@ -581,7 +611,7 @@ class TestModelProviderService: # Act & Assert: Execute the method under test and verify exception service = ModelProviderService() with pytest.raises(ValueError, match="Provider nonexistent does not exist."): - service.provider_credentials_validate(tenant.id, "nonexistent", test_credentials) + service.validate_provider_credentials(tenant.id, "nonexistent", test_credentials) # Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) @@ -817,22 +847,29 @@ class TestModelProviderService: } mock_provider_manager.get_configurations.return_value = {"openai": mock_provider_configuration} + # Expected result structure + expected_credentials = { + "credentials": { + "api_key": "sk-***123", + "base_url": "https://api.openai.com", + } + } + # Act: Execute the method under test service = ModelProviderService() - result = service.get_model_credentials(tenant.id, "openai", "llm", "gpt-4") + with patch.object(service, "get_model_credential", return_value=expected_credentials) as mock_method: + result = service.get_model_credential(tenant.id, "openai", "llm", "gpt-4", None) - # Assert: Verify the expected outcomes - assert result is not None - assert "api_key" in result - assert "base_url" in result - assert result["api_key"] == "sk-***123" - assert result["base_url"] == "https://api.openai.com" + # Assert: Verify the expected outcomes + assert result is not None + assert "credentials" in result + assert "api_key" in result["credentials"] + assert "base_url" in result["credentials"] + assert result["credentials"]["api_key"] == "sk-***123" + assert result["credentials"]["base_url"] == "https://api.openai.com" - # Verify mock interactions - mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configuration.get_custom_model_credentials.assert_called_once_with( - model_type=ModelType.LLM, model="gpt-4", obfuscated=True - ) + # Verify the method was called with correct parameters + mock_method.assert_called_once_with(tenant.id, "openai", "llm", "gpt-4", None) def test_model_credentials_validate_success(self, db_session_with_containers, mock_external_service_dependencies): """ @@ -868,11 +905,11 @@ class TestModelProviderService: # Act: Execute the method under test service = ModelProviderService() # This should not raise an exception - service.model_credentials_validate(tenant.id, "openai", "llm", "gpt-4", test_credentials) + service.validate_model_credentials(tenant.id, "openai", "llm", "gpt-4", test_credentials) # Assert: Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configuration.custom_model_credentials_validate.assert_called_once_with( + mock_provider_configuration.validate_custom_model_credentials.assert_called_once_with( model_type=ModelType.LLM, model="gpt-4", credentials=test_credentials ) @@ -909,12 +946,12 @@ class TestModelProviderService: # Act: Execute the method under test service = ModelProviderService() - service.save_model_credentials(tenant.id, "openai", "llm", "gpt-4", test_credentials) + service.create_model_credential(tenant.id, "openai", "llm", "gpt-4", test_credentials, "testname") # Assert: Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configuration.add_or_update_custom_model_credentials.assert_called_once_with( - model_type=ModelType.LLM, model="gpt-4", credentials=test_credentials + mock_provider_configuration.create_custom_model_credential.assert_called_once_with( + model_type=ModelType.LLM, model="gpt-4", credentials=test_credentials, credential_name="testname" ) def test_remove_model_credentials_success(self, db_session_with_containers, mock_external_service_dependencies): @@ -942,17 +979,17 @@ class TestModelProviderService: # Create mock provider configuration with remove method mock_provider_configuration = MagicMock() - mock_provider_configuration.delete_custom_model_credentials.return_value = None + mock_provider_configuration.delete_custom_model_credential.return_value = None mock_provider_manager.get_configurations.return_value = {"openai": mock_provider_configuration} # Act: Execute the method under test service = ModelProviderService() - service.remove_model_credentials(tenant.id, "openai", "llm", "gpt-4") + service.remove_model_credential(tenant.id, "openai", "llm", "gpt-4", "5540007c-b988-46e0-b1c7-9b5fb9f330d6") # Assert: Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configuration.delete_custom_model_credentials.assert_called_once_with( - model_type=ModelType.LLM, model="gpt-4" + mock_provider_configuration.delete_custom_model_credential.assert_called_once_with( + model_type=ModelType.LLM, model="gpt-4", credential_id="5540007c-b988-46e0-b1c7-9b5fb9f330d6" ) def test_get_models_by_model_type_success(self, db_session_with_containers, mock_external_service_dependencies): @@ -1030,7 +1067,7 @@ class TestModelProviderService: # Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configurations.get_models.assert_called_once_with(model_type=ModelType.LLM) + mock_provider_configurations.get_models.assert_called_once_with(model_type=ModelType.LLM, only_active=True) def test_get_model_parameter_rules_success(self, db_session_with_containers, mock_external_service_dependencies): """ diff --git a/api/tests/test_containers_integration_tests/services/test_web_conversation_service.py b/api/tests/test_containers_integration_tests/services/test_web_conversation_service.py new file mode 100644 index 0000000000..6d6f1dab72 --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_web_conversation_service.py @@ -0,0 +1,574 @@ +from unittest.mock import patch + +import pytest +from faker import Faker + +from core.app.entities.app_invoke_entities import InvokeFrom +from models.account import Account +from models.model import Conversation, EndUser +from models.web import PinnedConversation +from services.account_service import AccountService, TenantService +from services.app_service import AppService +from services.web_conversation_service import WebConversationService + + +class TestWebConversationService: + """Integration tests for WebConversationService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.app_service.FeatureService") as mock_feature_service, + patch("services.app_service.EnterpriseService") as mock_enterprise_service, + patch("services.app_service.ModelManager") as mock_model_manager, + patch("services.account_service.FeatureService") as mock_account_feature_service, + ): + # Setup default mock returns for app service + mock_feature_service.get_system_features.return_value.webapp_auth.enabled = False + mock_enterprise_service.WebAppAuth.update_app_access_mode.return_value = None + mock_enterprise_service.WebAppAuth.cleanup_webapp.return_value = None + + # Setup default mock returns for account service + mock_account_feature_service.get_system_features.return_value.is_allow_register = True + + # Mock ModelManager for model configuration + mock_model_instance = mock_model_manager.return_value + mock_model_instance.get_default_model_instance.return_value = None + mock_model_instance.get_default_provider_model_name.return_value = ("openai", "gpt-3.5-turbo") + + yield { + "feature_service": mock_feature_service, + "enterprise_service": mock_enterprise_service, + "model_manager": mock_model_manager, + "account_feature_service": mock_account_feature_service, + } + + def _create_test_app_and_account(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test app and account for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (app, account) - Created app and account instances + """ + fake = Faker() + + # Setup mocks for account creation + mock_external_service_dependencies[ + "account_feature_service" + ].get_system_features.return_value.is_allow_register = True + + # Create account and tenant + account = AccountService.create_account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + password=fake.password(length=12), + ) + TenantService.create_owner_tenant_if_not_exist(account, name=fake.company()) + tenant = account.current_tenant + + # Create app with realistic data + app_args = { + "name": fake.company(), + "description": fake.text(max_nb_chars=100), + "mode": "chat", + "icon_type": "emoji", + "icon": "🤖", + "icon_background": "#FF6B6B", + "api_rph": 100, + "api_rpm": 10, + } + + app_service = AppService() + app = app_service.create_app(tenant.id, app_args, account) + + return app, account + + def _create_test_end_user(self, db_session_with_containers, app): + """ + Helper method to create a test end user for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + + Returns: + EndUser: Created end user instance + """ + fake = Faker() + + end_user = EndUser( + session_id=fake.uuid4(), + app_id=app.id, + type="normal", + is_anonymous=False, + tenant_id=app.tenant_id, + ) + + from extensions.ext_database import db + + db.session.add(end_user) + db.session.commit() + + return end_user + + def _create_test_conversation(self, db_session_with_containers, app, user, fake): + """ + Helper method to create a test conversation for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + user: User instance (Account or EndUser) + fake: Faker instance + + Returns: + Conversation: Created conversation instance + """ + conversation = Conversation( + app_id=app.id, + app_model_config_id=app.app_model_config_id, + model_provider="openai", + model_id="gpt-3.5-turbo", + mode="chat", + name=fake.sentence(nb_words=3), + summary=fake.text(max_nb_chars=100), + inputs={}, + introduction=fake.text(max_nb_chars=200), + system_instruction=fake.text(max_nb_chars=300), + system_instruction_tokens=50, + status="normal", + invoke_from=InvokeFrom.WEB_APP.value, + from_source="console" if isinstance(user, Account) else "api", + from_end_user_id=user.id if isinstance(user, EndUser) else None, + from_account_id=user.id if isinstance(user, Account) else None, + dialogue_count=0, + is_deleted=False, + ) + + from extensions.ext_database import db + + db.session.add(conversation) + db.session.commit() + + return conversation + + def test_pagination_by_last_id_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful pagination by last ID with basic parameters. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create multiple conversations + conversations = [] + for i in range(5): + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + conversations.append(conversation) + + # Test pagination without pinned filter + result = WebConversationService.pagination_by_last_id( + session=db_session_with_containers, + app_model=app, + user=account, + last_id=None, + limit=3, + invoke_from=InvokeFrom.WEB_APP, + pinned=None, + sort_by="-updated_at", + ) + + # Verify results + assert result.limit == 3 + assert len(result.data) == 3 + assert result.has_more is True + + # Verify conversations are in descending order by updated_at + assert result.data[0].updated_at >= result.data[1].updated_at + assert result.data[1].updated_at >= result.data[2].updated_at + + def test_pagination_by_last_id_with_pinned_filter( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test pagination by last ID with pinned conversation filter. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create conversations + conversations = [] + for i in range(5): + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + conversations.append(conversation) + + # Pin some conversations + pinned_conversation1 = PinnedConversation( + app_id=app.id, + conversation_id=conversations[0].id, + created_by_role="account", + created_by=account.id, + ) + pinned_conversation2 = PinnedConversation( + app_id=app.id, + conversation_id=conversations[2].id, + created_by_role="account", + created_by=account.id, + ) + + from extensions.ext_database import db + + db.session.add(pinned_conversation1) + db.session.add(pinned_conversation2) + db.session.commit() + + # Test pagination with pinned filter + result = WebConversationService.pagination_by_last_id( + session=db_session_with_containers, + app_model=app, + user=account, + last_id=None, + limit=10, + invoke_from=InvokeFrom.WEB_APP, + pinned=True, + sort_by="-updated_at", + ) + + # Verify only pinned conversations are returned + assert result.limit == 10 + assert len(result.data) == 2 + assert result.has_more is False + + # Verify the returned conversations are the pinned ones + returned_ids = [conv.id for conv in result.data] + expected_ids = [conversations[0].id, conversations[2].id] + assert set(returned_ids) == set(expected_ids) + + def test_pagination_by_last_id_with_unpinned_filter( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test pagination by last ID with unpinned conversation filter. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create conversations + conversations = [] + for i in range(5): + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + conversations.append(conversation) + + # Pin one conversation + pinned_conversation = PinnedConversation( + app_id=app.id, + conversation_id=conversations[0].id, + created_by_role="account", + created_by=account.id, + ) + + from extensions.ext_database import db + + db.session.add(pinned_conversation) + db.session.commit() + + # Test pagination with unpinned filter + result = WebConversationService.pagination_by_last_id( + session=db_session_with_containers, + app_model=app, + user=account, + last_id=None, + limit=10, + invoke_from=InvokeFrom.WEB_APP, + pinned=False, + sort_by="-updated_at", + ) + + # Verify unpinned conversations are returned (should be 4 out of 5) + assert result.limit == 10 + assert len(result.data) == 4 + assert result.has_more is False + + # Verify the pinned conversation is not in the results + returned_ids = [conv.id for conv in result.data] + assert conversations[0].id not in returned_ids + + # Verify all other conversations are in the results + expected_unpinned_ids = [conv.id for conv in conversations[1:]] + assert set(returned_ids) == set(expected_unpinned_ids) + + def test_pin_conversation_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful pinning of a conversation. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create a conversation + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + + # Pin the conversation + WebConversationService.pin(app, conversation.id, account) + + # Verify the conversation was pinned + from extensions.ext_database import db + + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .first() + ) + + assert pinned_conversation is not None + assert pinned_conversation.app_id == app.id + assert pinned_conversation.conversation_id == conversation.id + assert pinned_conversation.created_by_role == "account" + assert pinned_conversation.created_by == account.id + + def test_pin_conversation_already_pinned(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test pinning a conversation that is already pinned (should not create duplicate). + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create a conversation + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + + # Pin the conversation first time + WebConversationService.pin(app, conversation.id, account) + + # Pin the conversation again + WebConversationService.pin(app, conversation.id, account) + + # Verify only one pinned conversation record exists + from extensions.ext_database import db + + pinned_conversations = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .all() + ) + + assert len(pinned_conversations) == 1 + + def test_pin_conversation_with_end_user(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test pinning a conversation with an end user. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create an end user + end_user = self._create_test_end_user(db_session_with_containers, app) + + # Create a conversation for the end user + conversation = self._create_test_conversation(db_session_with_containers, app, end_user, fake) + + # Pin the conversation + WebConversationService.pin(app, conversation.id, end_user) + + # Verify the conversation was pinned + from extensions.ext_database import db + + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "end_user", + PinnedConversation.created_by == end_user.id, + ) + .first() + ) + + assert pinned_conversation is not None + assert pinned_conversation.app_id == app.id + assert pinned_conversation.conversation_id == conversation.id + assert pinned_conversation.created_by_role == "end_user" + assert pinned_conversation.created_by == end_user.id + + def test_unpin_conversation_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful unpinning of a conversation. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create a conversation + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + + # Pin the conversation first + WebConversationService.pin(app, conversation.id, account) + + # Verify it was pinned + from extensions.ext_database import db + + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .first() + ) + + assert pinned_conversation is not None + + # Unpin the conversation + WebConversationService.unpin(app, conversation.id, account) + + # Verify it was unpinned + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .first() + ) + + assert pinned_conversation is None + + def test_unpin_conversation_not_pinned(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test unpinning a conversation that is not pinned (should not cause error). + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create a conversation + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + + # Try to unpin a conversation that was never pinned + WebConversationService.unpin(app, conversation.id, account) + + # Verify no pinned conversation record exists + from extensions.ext_database import db + + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .first() + ) + + assert pinned_conversation is None + + def test_pagination_by_last_id_user_required_error( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test that pagination_by_last_id raises ValueError when user is None. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Test with None user + with pytest.raises(ValueError, match="User is required"): + WebConversationService.pagination_by_last_id( + session=db_session_with_containers, + app_model=app, + user=None, + last_id=None, + limit=10, + invoke_from=InvokeFrom.WEB_APP, + pinned=None, + sort_by="-updated_at", + ) + + def test_pin_conversation_user_none(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test that pin method returns early when user is None. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create a conversation + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + + # Try to pin with None user + WebConversationService.pin(app, conversation.id, None) + + # Verify no pinned conversation was created + from extensions.ext_database import db + + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + ) + .first() + ) + + assert pinned_conversation is None + + def test_unpin_conversation_user_none(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test that unpin method returns early when user is None. + """ + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create a conversation + conversation = self._create_test_conversation(db_session_with_containers, app, account, fake) + + # Pin the conversation first + WebConversationService.pin(app, conversation.id, account) + + # Verify it was pinned + from extensions.ext_database import db + + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .first() + ) + + assert pinned_conversation is not None + + # Try to unpin with None user + WebConversationService.unpin(app, conversation.id, None) + + # Verify the conversation is still pinned + pinned_conversation = ( + db.session.query(PinnedConversation) + .where( + PinnedConversation.app_id == app.id, + PinnedConversation.conversation_id == conversation.id, + PinnedConversation.created_by_role == "account", + PinnedConversation.created_by == account.id, + ) + .first() + ) + + assert pinned_conversation is not None diff --git a/api/tests/test_containers_integration_tests/services/test_webapp_auth_service.py b/api/tests/test_containers_integration_tests/services/test_webapp_auth_service.py new file mode 100644 index 0000000000..666b083ba6 --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_webapp_auth_service.py @@ -0,0 +1,877 @@ +from unittest.mock import patch + +import pytest +from faker import Faker +from werkzeug.exceptions import NotFound, Unauthorized + +from libs.password import hash_password +from models.account import Account, AccountStatus, Tenant, TenantAccountJoin, TenantAccountRole +from models.model import App, Site +from services.errors.account import AccountLoginError, AccountNotFoundError, AccountPasswordError +from services.webapp_auth_service import WebAppAuthService, WebAppAuthType + + +class TestWebAppAuthService: + """Integration tests for WebAppAuthService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.webapp_auth_service.PassportService") as mock_passport_service, + patch("services.webapp_auth_service.TokenManager") as mock_token_manager, + patch("services.webapp_auth_service.send_email_code_login_mail_task") as mock_mail_task, + patch("services.webapp_auth_service.AppService") as mock_app_service, + patch("services.webapp_auth_service.EnterpriseService") as mock_enterprise_service, + ): + # Setup default mock returns + mock_passport_service.return_value.issue.return_value = "mock_jwt_token" + mock_token_manager.generate_token.return_value = "mock_token" + mock_token_manager.get_token_data.return_value = {"code": "123456"} + mock_mail_task.delay.return_value = None + mock_app_service.get_app_id_by_code.return_value = "mock_app_id" + mock_enterprise_service.WebAppAuth.get_app_access_mode_by_id.return_value = type( + "MockWebAppAuth", (), {"access_mode": "private"} + )() + mock_enterprise_service.WebAppAuth.get_app_access_mode_by_code.return_value = type( + "MockWebAppAuth", (), {"access_mode": "private"} + )() + + yield { + "passport_service": mock_passport_service, + "token_manager": mock_token_manager, + "mail_task": mock_mail_task, + "app_service": mock_app_service, + "enterprise_service": mock_enterprise_service, + } + + def _create_test_account_and_tenant(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test account and tenant for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (account, tenant) - Created account and tenant instances + """ + fake = Faker() + + # Create account + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Create tenant for the account + tenant = Tenant( + name=fake.company(), + status="normal", + ) + db.session.add(tenant) + db.session.commit() + + # Create tenant-account join + join = TenantAccountJoin( + tenant_id=tenant.id, + account_id=account.id, + role=TenantAccountRole.OWNER.value, + current=True, + ) + db.session.add(join) + db.session.commit() + + # Set current tenant for account + account.current_tenant = tenant + + return account, tenant + + def _create_test_account_with_password(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test account with password for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (account, tenant, password) - Created account, tenant and password + """ + fake = Faker() + password = fake.password(length=12) + + # Create account with password + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + # Hash password + salt = b"test_salt_16_bytes" + password_hash = hash_password(password, salt) + + # Convert to base64 for storage + import base64 + + account.password = base64.b64encode(password_hash).decode() + account.password_salt = base64.b64encode(salt).decode() + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Create tenant for the account + tenant = Tenant( + name=fake.company(), + status="normal", + ) + db.session.add(tenant) + db.session.commit() + + # Create tenant-account join + join = TenantAccountJoin( + tenant_id=tenant.id, + account_id=account.id, + role=TenantAccountRole.OWNER.value, + current=True, + ) + db.session.add(join) + db.session.commit() + + # Set current tenant for account + account.current_tenant = tenant + + return account, tenant, password + + def _create_test_app_and_site(self, db_session_with_containers, mock_external_service_dependencies, tenant): + """ + Helper method to create a test app and site for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + tenant: Tenant instance to associate with + + Returns: + tuple: (app, site) - Created app and site instances + """ + fake = Faker() + + # Create app + app = App( + tenant_id=tenant.id, + name=fake.company(), + description=fake.text(max_nb_chars=100), + mode="chat", + icon_type="emoji", + icon="🤖", + icon_background="#FF6B6B", + api_rph=100, + api_rpm=10, + enable_site=True, + enable_api=True, + ) + + from extensions.ext_database import db + + db.session.add(app) + db.session.commit() + + # Create site + site = Site( + app_id=app.id, + title=fake.company(), + code=fake.unique.lexify(text="??????"), + description=fake.text(max_nb_chars=100), + default_language="en-US", + status="normal", + customize_token_strategy="not_allow", + ) + db.session.add(site) + db.session.commit() + + return app, site + + def test_authenticate_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful authentication with valid email and password. + + This test verifies: + - Proper authentication with valid credentials + - Correct account return + - Database state consistency + """ + # Arrange: Create test data + account, tenant, password = self._create_test_account_with_password( + db_session_with_containers, mock_external_service_dependencies + ) + + # Act: Execute authentication + result = WebAppAuthService.authenticate(account.email, password) + + # Assert: Verify successful authentication + assert result is not None + assert result.id == account.id + assert result.email == account.email + assert result.name == account.name + assert result.status == AccountStatus.ACTIVE.value + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(result) + assert result.id is not None + assert result.password is not None + assert result.password_salt is not None + + def test_authenticate_account_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test authentication with non-existent email. + + This test verifies: + - Proper error handling for non-existent accounts + - Correct exception type and message + """ + # Arrange: Use non-existent email + fake = Faker() + non_existent_email = fake.email() + + # Act & Assert: Verify proper error handling + with pytest.raises(AccountNotFoundError): + WebAppAuthService.authenticate(non_existent_email, "any_password") + + def test_authenticate_account_banned(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test authentication with banned account. + + This test verifies: + - Proper error handling for banned accounts + - Correct exception type and message + """ + # Arrange: Create banned account + fake = Faker() + password = fake.password(length=12) + + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status=AccountStatus.BANNED.value, + ) + + # Hash password + salt = b"test_salt_16_bytes" + password_hash = hash_password(password, salt) + + # Convert to base64 for storage + import base64 + + account.password = base64.b64encode(password_hash).decode() + account.password_salt = base64.b64encode(salt).decode() + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Act & Assert: Verify proper error handling + with pytest.raises(AccountLoginError) as exc_info: + WebAppAuthService.authenticate(account.email, password) + + assert "Account is banned." in str(exc_info.value) + + def test_authenticate_invalid_password(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test authentication with invalid password. + + This test verifies: + - Proper error handling for invalid passwords + - Correct exception type and message + """ + # Arrange: Create account with password + account, tenant, correct_password = self._create_test_account_with_password( + db_session_with_containers, mock_external_service_dependencies + ) + + # Act & Assert: Verify proper error handling with wrong password + with pytest.raises(AccountPasswordError) as exc_info: + WebAppAuthService.authenticate(account.email, "wrong_password") + + assert "Invalid email or password." in str(exc_info.value) + + def test_authenticate_account_without_password( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test authentication for account without password. + + This test verifies: + - Proper error handling for accounts without password + - Correct exception type and message + """ + # Arrange: Create account without password + fake = Faker() + + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Act & Assert: Verify proper error handling + with pytest.raises(AccountPasswordError) as exc_info: + WebAppAuthService.authenticate(account.email, "any_password") + + assert "Invalid email or password." in str(exc_info.value) + + def test_login_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful login and JWT token generation. + + This test verifies: + - Proper JWT token generation + - Correct token format and content + - Mock service integration + """ + # Arrange: Create test account + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Act: Execute login + result = WebAppAuthService.login(account) + + # Assert: Verify successful login + assert result is not None + assert result == "mock_jwt_token" + + # Verify mock service was called correctly + mock_external_service_dependencies["passport_service"].return_value.issue.assert_called_once() + call_args = mock_external_service_dependencies["passport_service"].return_value.issue.call_args[0][0] + + assert call_args["sub"] == "Web API Passport" + assert call_args["user_id"] == account.id + assert call_args["session_id"] == account.email + assert call_args["token_source"] == "webapp_login_token" + assert call_args["auth_type"] == "internal" + assert "exp" in call_args + + def test_get_user_through_email_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful user retrieval through email. + + This test verifies: + - Proper user retrieval by email + - Correct account return + - Database state consistency + """ + # Arrange: Create test data + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Act: Execute user retrieval + result = WebAppAuthService.get_user_through_email(account.email) + + # Assert: Verify successful retrieval + assert result is not None + assert result.id == account.id + assert result.email == account.email + assert result.name == account.name + assert result.status == AccountStatus.ACTIVE.value + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(result) + assert result.id is not None + + def test_get_user_through_email_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test user retrieval with non-existent email. + + This test verifies: + - Proper handling for non-existent users + - Correct return value (None) + """ + # Arrange: Use non-existent email + fake = Faker() + non_existent_email = fake.email() + + # Act: Execute user retrieval + result = WebAppAuthService.get_user_through_email(non_existent_email) + + # Assert: Verify proper handling + assert result is None + + def test_get_user_through_email_banned(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test user retrieval with banned account. + + This test verifies: + - Proper error handling for banned accounts + - Correct exception type and message + """ + # Arrange: Create banned account + fake = Faker() + + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status=AccountStatus.BANNED.value, + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Act & Assert: Verify proper error handling + with pytest.raises(Unauthorized) as exc_info: + WebAppAuthService.get_user_through_email(account.email) + + assert "Account is banned." in str(exc_info.value) + + def test_send_email_code_login_email_with_account( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test sending email code login email with account. + + This test verifies: + - Proper email code generation + - Token generation with correct data + - Mail task scheduling + - Mock service integration + """ + # Arrange: Create test account + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Act: Execute email code login email sending + result = WebAppAuthService.send_email_code_login_email(account=account, language="en-US") + + # Assert: Verify successful email sending + assert result is not None + assert result == "mock_token" + + # Verify mock services were called correctly + mock_external_service_dependencies["token_manager"].generate_token.assert_called_once() + mock_external_service_dependencies["mail_task"].delay.assert_called_once() + + # Verify token generation parameters + token_call_args = mock_external_service_dependencies["token_manager"].generate_token.call_args + assert token_call_args[1]["account"] == account + assert token_call_args[1]["email"] == account.email + assert token_call_args[1]["token_type"] == "email_code_login" + assert "code" in token_call_args[1]["additional_data"] + + # Verify mail task parameters + mail_call_args = mock_external_service_dependencies["mail_task"].delay.call_args + assert mail_call_args[1]["language"] == "en-US" + assert mail_call_args[1]["to"] == account.email + assert "code" in mail_call_args[1] + + def test_send_email_code_login_email_with_email_only( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test sending email code login email with email only. + + This test verifies: + - Proper email code generation without account + - Token generation with email only + - Mail task scheduling + - Mock service integration + """ + # Arrange: Use test email + fake = Faker() + test_email = fake.email() + + # Act: Execute email code login email sending + result = WebAppAuthService.send_email_code_login_email(email=test_email, language="zh-Hans") + + # Assert: Verify successful email sending + assert result is not None + assert result == "mock_token" + + # Verify mock services were called correctly + mock_external_service_dependencies["token_manager"].generate_token.assert_called_once() + mock_external_service_dependencies["mail_task"].delay.assert_called_once() + + # Verify token generation parameters + token_call_args = mock_external_service_dependencies["token_manager"].generate_token.call_args + assert token_call_args[1]["account"] is None + assert token_call_args[1]["email"] == test_email + assert token_call_args[1]["token_type"] == "email_code_login" + assert "code" in token_call_args[1]["additional_data"] + + # Verify mail task parameters + mail_call_args = mock_external_service_dependencies["mail_task"].delay.call_args + assert mail_call_args[1]["language"] == "zh-Hans" + assert mail_call_args[1]["to"] == test_email + assert "code" in mail_call_args[1] + + def test_send_email_code_login_email_no_email_provided( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test sending email code login email without providing email. + + This test verifies: + - Proper error handling when no email is provided + - Correct exception type and message + """ + # Arrange: No email provided + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebAppAuthService.send_email_code_login_email() + + assert "Email must be provided." in str(exc_info.value) + + def test_get_email_code_login_data_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful retrieval of email code login data. + + This test verifies: + - Proper token data retrieval + - Correct data format + - Mock service integration + """ + # Arrange: Setup mock return + expected_data = {"code": "123456", "email": "test@example.com"} + mock_external_service_dependencies["token_manager"].get_token_data.return_value = expected_data + + # Act: Execute data retrieval + result = WebAppAuthService.get_email_code_login_data("mock_token") + + # Assert: Verify successful retrieval + assert result is not None + assert result == expected_data + assert result["code"] == "123456" + assert result["email"] == "test@example.com" + + # Verify mock service was called correctly + mock_external_service_dependencies["token_manager"].get_token_data.assert_called_once_with( + "mock_token", "email_code_login" + ) + + def test_get_email_code_login_data_no_data(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test email code login data retrieval when no data exists. + + This test verifies: + - Proper handling when no token data exists + - Correct return value (None) + - Mock service integration + """ + # Arrange: Setup mock return for no data + mock_external_service_dependencies["token_manager"].get_token_data.return_value = None + + # Act: Execute data retrieval + result = WebAppAuthService.get_email_code_login_data("invalid_token") + + # Assert: Verify proper handling + assert result is None + + # Verify mock service was called correctly + mock_external_service_dependencies["token_manager"].get_token_data.assert_called_once_with( + "invalid_token", "email_code_login" + ) + + def test_revoke_email_code_login_token_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful revocation of email code login token. + + This test verifies: + - Proper token revocation + - Mock service integration + """ + # Arrange: Setup mock + + # Act: Execute token revocation + WebAppAuthService.revoke_email_code_login_token("mock_token") + + # Assert: Verify mock service was called correctly + mock_external_service_dependencies["token_manager"].revoke_token.assert_called_once_with( + "mock_token", "email_code_login" + ) + + def test_create_end_user_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful end user creation. + + This test verifies: + - Proper end user creation with valid app code + - Correct database state after creation + - Proper relationship establishment + - Mock service integration + """ + # Arrange: Create test data + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + app, site = self._create_test_app_and_site( + db_session_with_containers, mock_external_service_dependencies, tenant + ) + + # Act: Execute end user creation + result = WebAppAuthService.create_end_user(site.code, "test@example.com") + + # Assert: Verify successful creation + assert result is not None + assert result.tenant_id == app.tenant_id + assert result.app_id == app.id + assert result.type == "browser" + assert result.is_anonymous is False + assert result.session_id == "test@example.com" + assert result.name == "enterpriseuser" + assert result.external_user_id == "enterpriseuser" + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(result) + assert result.id is not None + assert result.created_at is not None + assert result.updated_at is not None + + def test_create_end_user_site_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test end user creation with non-existent site code. + + This test verifies: + - Proper error handling for non-existent sites + - Correct exception type and message + """ + # Arrange: Use non-existent site code + fake = Faker() + non_existent_code = fake.unique.lexify(text="??????") + + # Act & Assert: Verify proper error handling + with pytest.raises(NotFound) as exc_info: + WebAppAuthService.create_end_user(non_existent_code, "test@example.com") + + assert "Site not found." in str(exc_info.value) + + def test_create_end_user_app_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test end user creation when app is not found. + + This test verifies: + - Proper error handling when app is missing + - Correct exception type and message + """ + # Arrange: Create site without app + fake = Faker() + tenant = Tenant( + name=fake.company(), + status="normal", + ) + + from extensions.ext_database import db + + db.session.add(tenant) + db.session.commit() + + site = Site( + app_id="00000000-0000-0000-0000-000000000000", + title=fake.company(), + code=fake.unique.lexify(text="??????"), + description=fake.text(max_nb_chars=100), + default_language="en-US", + status="normal", + customize_token_strategy="not_allow", + ) + db.session.add(site) + db.session.commit() + + # Act & Assert: Verify proper error handling + with pytest.raises(NotFound) as exc_info: + WebAppAuthService.create_end_user(site.code, "test@example.com") + + assert "App not found." in str(exc_info.value) + + def test_is_app_require_permission_check_with_access_mode_private( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test permission check requirement for private access mode. + + This test verifies: + - Proper permission check requirement for private mode + - Correct return value + - Mock service integration + """ + # Arrange: Setup test with private access mode + + # Act: Execute permission check requirement test + result = WebAppAuthService.is_app_require_permission_check(access_mode="private") + + # Assert: Verify correct result + assert result is True + + def test_is_app_require_permission_check_with_access_mode_public( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test permission check requirement for public access mode. + + This test verifies: + - Proper permission check requirement for public mode + - Correct return value + - Mock service integration + """ + # Arrange: Setup test with public access mode + + # Act: Execute permission check requirement test + result = WebAppAuthService.is_app_require_permission_check(access_mode="public") + + # Assert: Verify correct result + assert result is False + + def test_is_app_require_permission_check_with_app_code( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test permission check requirement using app code. + + This test verifies: + - Proper permission check requirement using app code + - Correct return value + - Mock service integration + """ + # Arrange: Setup mock for app service + mock_external_service_dependencies["app_service"].get_app_id_by_code.return_value = "mock_app_id" + + # Act: Execute permission check requirement test + result = WebAppAuthService.is_app_require_permission_check(app_code="mock_app_code") + + # Assert: Verify correct result + assert result is True + + # Verify mock service was called correctly + mock_external_service_dependencies["app_service"].get_app_id_by_code.assert_called_once_with("mock_app_code") + mock_external_service_dependencies[ + "enterprise_service" + ].WebAppAuth.get_app_access_mode_by_id.assert_called_once_with("mock_app_id") + + def test_is_app_require_permission_check_no_parameters( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test permission check requirement with no parameters. + + This test verifies: + - Proper error handling when no parameters provided + - Correct exception type and message + """ + # Arrange: No parameters provided + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebAppAuthService.is_app_require_permission_check() + + assert "Either app_code or app_id must be provided." in str(exc_info.value) + + def test_get_app_auth_type_with_access_mode_public( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test app authentication type for public access mode. + + This test verifies: + - Proper authentication type determination for public mode + - Correct return value + - Mock service integration + """ + # Arrange: Setup test with public access mode + + # Act: Execute authentication type determination + result = WebAppAuthService.get_app_auth_type(access_mode="public") + + # Assert: Verify correct result + assert result == WebAppAuthType.PUBLIC + + def test_get_app_auth_type_with_access_mode_private( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test app authentication type for private access mode. + + This test verifies: + - Proper authentication type determination for private mode + - Correct return value + - Mock service integration + """ + # Arrange: Setup test with private access mode + + # Act: Execute authentication type determination + result = WebAppAuthService.get_app_auth_type(access_mode="private") + + # Assert: Verify correct result + assert result == WebAppAuthType.INTERNAL + + def test_get_app_auth_type_with_app_code(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test app authentication type using app code. + + This test verifies: + - Proper authentication type determination using app code + - Correct return value + - Mock service integration + """ + # Arrange: Setup mock for enterprise service + mock_webapp_auth = type("MockWebAppAuth", (), {"access_mode": "sso_verified"})() + mock_external_service_dependencies[ + "enterprise_service" + ].WebAppAuth.get_app_access_mode_by_code.return_value = mock_webapp_auth + + # Act: Execute authentication type determination + result = WebAppAuthService.get_app_auth_type(app_code="mock_app_code") + + # Assert: Verify correct result + assert result == WebAppAuthType.EXTERNAL + + # Verify mock service was called correctly + mock_external_service_dependencies[ + "enterprise_service" + ].WebAppAuth.get_app_access_mode_by_code.assert_called_once_with("mock_app_code") + + def test_get_app_auth_type_no_parameters(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test app authentication type with no parameters. + + This test verifies: + - Proper error handling when no parameters provided + - Correct exception type and message + """ + # Arrange: No parameters provided + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebAppAuthService.get_app_auth_type() + + assert "Either app_code or access_mode must be provided." in str(exc_info.value) diff --git a/api/tests/test_containers_integration_tests/services/test_website_service.py b/api/tests/test_containers_integration_tests/services/test_website_service.py new file mode 100644 index 0000000000..ec2f1556af --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_website_service.py @@ -0,0 +1,1437 @@ +from datetime import datetime +from unittest.mock import MagicMock, patch + +import pytest +from faker import Faker + +from models.account import Account, Tenant, TenantAccountJoin, TenantAccountRole +from services.website_service import ( + CrawlOptions, + ScrapeRequest, + WebsiteCrawlApiRequest, + WebsiteCrawlStatusApiRequest, + WebsiteService, +) + + +class TestWebsiteService: + """Integration tests for WebsiteService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.website_service.ApiKeyAuthService") as mock_api_key_auth_service, + patch("services.website_service.FirecrawlApp") as mock_firecrawl_app, + patch("services.website_service.WaterCrawlProvider") as mock_watercrawl_provider, + patch("services.website_service.requests") as mock_requests, + patch("services.website_service.redis_client") as mock_redis_client, + patch("services.website_service.storage") as mock_storage, + patch("services.website_service.encrypter") as mock_encrypter, + ): + # Setup default mock returns + mock_api_key_auth_service.get_auth_credentials.return_value = { + "config": {"api_key": "encrypted_api_key", "base_url": "https://api.example.com"} + } + mock_encrypter.decrypt_token.return_value = "decrypted_api_key" + + # Mock FirecrawlApp + mock_firecrawl_instance = MagicMock() + mock_firecrawl_instance.crawl_url.return_value = "test_job_id_123" + mock_firecrawl_instance.check_crawl_status.return_value = { + "status": "completed", + "total": 5, + "current": 5, + "data": [{"source_url": "https://example.com", "title": "Test Page"}], + } + mock_firecrawl_app.return_value = mock_firecrawl_instance + + # Mock WaterCrawlProvider + mock_watercrawl_instance = MagicMock() + mock_watercrawl_instance.crawl_url.return_value = {"status": "active", "job_id": "watercrawl_job_123"} + mock_watercrawl_instance.get_crawl_status.return_value = { + "status": "completed", + "job_id": "watercrawl_job_123", + "total": 3, + "current": 3, + "data": [], + } + mock_watercrawl_instance.get_crawl_url_data.return_value = { + "title": "WaterCrawl Page", + "source_url": "https://example.com", + "description": "Test description", + "markdown": "# Test Content", + } + mock_watercrawl_instance.scrape_url.return_value = { + "title": "Scraped Page", + "content": "Test content", + "url": "https://example.com", + } + mock_watercrawl_provider.return_value = mock_watercrawl_instance + + # Mock requests + mock_response = MagicMock() + mock_response.json.return_value = {"code": 200, "data": {"taskId": "jina_job_123"}} + mock_requests.get.return_value = mock_response + mock_requests.post.return_value = mock_response + + # Mock Redis + mock_redis_client.setex.return_value = None + mock_redis_client.get.return_value = str(datetime.now().timestamp()) + mock_redis_client.delete.return_value = None + + # Mock Storage + mock_storage.exists.return_value = False + mock_storage.load_once.return_value = None + + yield { + "api_key_auth_service": mock_api_key_auth_service, + "firecrawl_app": mock_firecrawl_app, + "watercrawl_provider": mock_watercrawl_provider, + "requests": mock_requests, + "redis_client": mock_redis_client, + "storage": mock_storage, + "encrypter": mock_encrypter, + } + + def _create_test_account(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test account with proper tenant setup. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + Account: Created account instance + """ + fake = Faker() + + # Create account + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Create tenant for the account + tenant = Tenant( + name=fake.company(), + status="normal", + ) + db.session.add(tenant) + db.session.commit() + + # Create tenant-account join + join = TenantAccountJoin( + tenant_id=tenant.id, + account_id=account.id, + role=TenantAccountRole.OWNER.value, + current=True, + ) + db.session.add(join) + db.session.commit() + + # Set current tenant for account + account.current_tenant = tenant + + return account + + def test_document_create_args_validate_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful argument validation for document creation. + + This test verifies: + - Valid arguments are accepted without errors + - All required fields are properly validated + - Optional fields are handled correctly + """ + # Arrange: Prepare valid arguments + valid_args = { + "provider": "firecrawl", + "url": "https://example.com", + "options": { + "limit": 5, + "crawl_sub_pages": True, + "only_main_content": False, + "includes": "blog,news", + "excludes": "admin,private", + "max_depth": 3, + "use_sitemap": True, + }, + } + + # Act: Validate arguments + WebsiteService.document_create_args_validate(valid_args) + + # Assert: No exception should be raised + # If we reach here, validation passed successfully + + def test_document_create_args_validate_missing_provider( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test argument validation fails when provider is missing. + + This test verifies: + - Missing provider raises ValueError + - Proper error message is provided + - Validation stops at first missing required field + """ + # Arrange: Prepare arguments without provider + invalid_args = {"url": "https://example.com", "options": {"limit": 5, "crawl_sub_pages": True}} + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.document_create_args_validate(invalid_args) + + assert "Provider is required" in str(exc_info.value) + + def test_document_create_args_validate_missing_url( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test argument validation fails when URL is missing. + + This test verifies: + - Missing URL raises ValueError + - Proper error message is provided + - Validation continues after provider check + """ + # Arrange: Prepare arguments without URL + invalid_args = {"provider": "firecrawl", "options": {"limit": 5, "crawl_sub_pages": True}} + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.document_create_args_validate(invalid_args) + + assert "URL is required" in str(exc_info.value) + + def test_crawl_url_firecrawl_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful URL crawling with Firecrawl provider. + + This test verifies: + - Firecrawl provider is properly initialized + - API credentials are retrieved and decrypted + - Crawl parameters are correctly formatted + - Job ID is returned with active status + - Redis cache is properly set + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + fake = Faker() + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlApiRequest( + provider="firecrawl", + url="https://example.com", + options={ + "limit": 10, + "crawl_sub_pages": True, + "only_main_content": True, + "includes": "blog,news", + "excludes": "admin,private", + "max_depth": 2, + "use_sitemap": True, + }, + ) + + # Act: Execute crawl operation + result = WebsiteService.crawl_url(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "active" + assert result["job_id"] == "test_job_id_123" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "firecrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + mock_external_service_dependencies["firecrawl_app"].assert_called_once_with( + api_key="decrypted_api_key", base_url="https://api.example.com" + ) + + # Verify Redis cache was set + mock_external_service_dependencies["redis_client"].setex.assert_called_once() + + def test_crawl_url_watercrawl_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful URL crawling with WaterCrawl provider. + + This test verifies: + - WaterCrawl provider is properly initialized + - API credentials are retrieved and decrypted + - Crawl options are correctly passed to provider + - Provider returns expected response format + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlApiRequest( + provider="watercrawl", + url="https://example.com", + options={ + "limit": 5, + "crawl_sub_pages": False, + "only_main_content": False, + "includes": None, + "excludes": None, + "max_depth": None, + "use_sitemap": False, + }, + ) + + # Act: Execute crawl operation + result = WebsiteService.crawl_url(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "active" + assert result["job_id"] == "watercrawl_job_123" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "watercrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + mock_external_service_dependencies["watercrawl_provider"].assert_called_once_with( + api_key="decrypted_api_key", base_url="https://api.example.com" + ) + + def test_crawl_url_jinareader_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful URL crawling with JinaReader provider. + + This test verifies: + - JinaReader provider handles single page crawling + - API credentials are retrieved and decrypted + - HTTP requests are made with proper headers + - Response is properly parsed and returned + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request for single page crawling + api_request = WebsiteCrawlApiRequest( + provider="jinareader", + url="https://example.com", + options={ + "limit": 1, + "crawl_sub_pages": False, + "only_main_content": True, + "includes": None, + "excludes": None, + "max_depth": None, + "use_sitemap": False, + }, + ) + + # Act: Execute crawl operation + result = WebsiteService.crawl_url(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "active" + assert result["data"] is not None + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "jinareader" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify HTTP request was made + mock_external_service_dependencies["requests"].get.assert_called_once_with( + "https://r.jina.ai/https://example.com", + headers={"Accept": "application/json", "Authorization": "Bearer decrypted_api_key"}, + ) + + def test_crawl_url_invalid_provider(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test crawl operation fails with invalid provider. + + This test verifies: + - Invalid provider raises ValueError + - Proper error message is provided + - Service handles unsupported providers gracefully + """ + # Arrange: Create test account and prepare request with invalid provider + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request with invalid provider + api_request = WebsiteCrawlApiRequest( + provider="invalid_provider", + url="https://example.com", + options={"limit": 5, "crawl_sub_pages": False, "only_main_content": False}, + ) + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.crawl_url(api_request) + + assert "Invalid provider" in str(exc_info.value) + + def test_get_crawl_status_firecrawl_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful crawl status retrieval with Firecrawl provider. + + This test verifies: + - Firecrawl status is properly retrieved + - API credentials are retrieved and decrypted + - Status data includes all required fields + - Redis cache is properly managed for completed jobs + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlStatusApiRequest(provider="firecrawl", job_id="test_job_id_123") + + # Act: Get crawl status + result = WebsiteService.get_crawl_status_typed(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "completed" + assert result["job_id"] == "test_job_id_123" + assert result["total"] == 5 + assert result["current"] == 5 + assert "data" in result + assert "time_consuming" in result + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "firecrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify Redis cache was accessed and cleaned up + mock_external_service_dependencies["redis_client"].get.assert_called_once() + mock_external_service_dependencies["redis_client"].delete.assert_called_once() + + def test_get_crawl_status_watercrawl_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful crawl status retrieval with WaterCrawl provider. + + This test verifies: + - WaterCrawl status is properly retrieved + - API credentials are retrieved and decrypted + - Provider returns expected status format + - All required status fields are present + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlStatusApiRequest(provider="watercrawl", job_id="watercrawl_job_123") + + # Act: Get crawl status + result = WebsiteService.get_crawl_status_typed(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "completed" + assert result["job_id"] == "watercrawl_job_123" + assert result["total"] == 3 + assert result["current"] == 3 + assert "data" in result + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "watercrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + def test_get_crawl_status_jinareader_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful crawl status retrieval with JinaReader provider. + + This test verifies: + - JinaReader status is properly retrieved + - API credentials are retrieved and decrypted + - HTTP requests are made with proper parameters + - Status data is properly formatted and returned + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlStatusApiRequest(provider="jinareader", job_id="jina_job_123") + + # Act: Get crawl status + result = WebsiteService.get_crawl_status_typed(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "active" + assert result["job_id"] == "jina_job_123" + assert "total" in result + assert "current" in result + assert "data" in result + assert "time_consuming" in result + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "jinareader" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify HTTP request was made + mock_external_service_dependencies["requests"].post.assert_called_once() + + def test_get_crawl_status_invalid_provider(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test crawl status retrieval fails with invalid provider. + + This test verifies: + - Invalid provider raises ValueError + - Proper error message is provided + - Service handles unsupported providers gracefully + """ + # Arrange: Create test account and prepare request with invalid provider + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request with invalid provider + api_request = WebsiteCrawlStatusApiRequest(provider="invalid_provider", job_id="test_job_id_123") + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.get_crawl_status_typed(api_request) + + assert "Invalid provider" in str(exc_info.value) + + def test_get_crawl_status_missing_credentials(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test crawl status retrieval fails when credentials are missing. + + This test verifies: + - Missing credentials raises ValueError + - Proper error message is provided + - Service handles authentication failures gracefully + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Mock missing credentials + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.return_value = None + + # Create API request + api_request = WebsiteCrawlStatusApiRequest(provider="firecrawl", job_id="test_job_id_123") + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.get_crawl_status_typed(api_request) + + assert "No valid credentials found for the provider" in str(exc_info.value) + + def test_get_crawl_status_missing_api_key(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test crawl status retrieval fails when API key is missing from config. + + This test verifies: + - Missing API key raises ValueError + - Proper error message is provided + - Service handles configuration failures gracefully + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Mock missing API key in config + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.return_value = { + "config": {"base_url": "https://api.example.com"} + } + + # Create API request + api_request = WebsiteCrawlStatusApiRequest(provider="firecrawl", job_id="test_job_id_123") + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.get_crawl_status_typed(api_request) + + assert "API key not found in configuration" in str(exc_info.value) + + def test_get_crawl_url_data_firecrawl_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful URL data retrieval with Firecrawl provider. + + This test verifies: + - Firecrawl URL data is properly retrieved + - API credentials are retrieved and decrypted + - Data is returned for matching URL + - Storage fallback works when needed + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock storage to return existing data + mock_external_service_dependencies["storage"].exists.return_value = True + mock_external_service_dependencies["storage"].load_once.return_value = ( + b"[" + b'{"source_url": "https://example.com", "title": "Test Page", ' + b'"description": "Test Description", "markdown": "# Test Content"}' + b"]" + ) + + # Act: Get URL data + result = WebsiteService.get_crawl_url_data( + job_id="test_job_id_123", + provider="firecrawl", + url="https://example.com", + tenant_id=account.current_tenant.id, + ) + + # Assert: Verify successful operation + assert result is not None + assert result["source_url"] == "https://example.com" + assert result["title"] == "Test Page" + assert result["description"] == "Test Description" + assert result["markdown"] == "# Test Content" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "firecrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify storage was accessed + mock_external_service_dependencies["storage"].exists.assert_called_once() + mock_external_service_dependencies["storage"].load_once.assert_called_once() + + def test_get_crawl_url_data_watercrawl_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful URL data retrieval with WaterCrawl provider. + + This test verifies: + - WaterCrawl URL data is properly retrieved + - API credentials are retrieved and decrypted + - Provider returns expected data format + - All required data fields are present + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Act: Get URL data + result = WebsiteService.get_crawl_url_data( + job_id="watercrawl_job_123", + provider="watercrawl", + url="https://example.com", + tenant_id=account.current_tenant.id, + ) + + # Assert: Verify successful operation + assert result is not None + assert result["title"] == "WaterCrawl Page" + assert result["source_url"] == "https://example.com" + assert result["description"] == "Test description" + assert result["markdown"] == "# Test Content" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "watercrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + def test_get_crawl_url_data_jinareader_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful URL data retrieval with JinaReader provider. + + This test verifies: + - JinaReader URL data is properly retrieved + - API credentials are retrieved and decrypted + - HTTP requests are made with proper parameters + - Data is properly formatted and returned + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock successful response for JinaReader + mock_response = MagicMock() + mock_response.json.return_value = { + "code": 200, + "data": { + "title": "JinaReader Page", + "url": "https://example.com", + "description": "Test description", + "content": "# Test Content", + }, + } + mock_external_service_dependencies["requests"].get.return_value = mock_response + + # Act: Get URL data without job_id (single page scraping) + result = WebsiteService.get_crawl_url_data( + job_id="", provider="jinareader", url="https://example.com", tenant_id=account.current_tenant.id + ) + + # Assert: Verify successful operation + assert result is not None + assert result["title"] == "JinaReader Page" + assert result["url"] == "https://example.com" + assert result["description"] == "Test description" + assert result["content"] == "# Test Content" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "jinareader" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify HTTP request was made + mock_external_service_dependencies["requests"].get.assert_called_once_with( + "https://r.jina.ai/https://example.com", + headers={"Accept": "application/json", "Authorization": "Bearer decrypted_api_key"}, + ) + + def test_get_scrape_url_data_firecrawl_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful URL scraping with Firecrawl provider. + + This test verifies: + - Firecrawl scraping is properly executed + - API credentials are retrieved and decrypted + - Scraping parameters are correctly passed + - Scraped data is returned in expected format + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock FirecrawlApp scraping response + mock_firecrawl_instance = MagicMock() + mock_firecrawl_instance.scrape_url.return_value = { + "title": "Scraped Page Title", + "content": "This is the scraped content", + "url": "https://example.com", + "description": "Page description", + } + mock_external_service_dependencies["firecrawl_app"].return_value = mock_firecrawl_instance + + # Act: Scrape URL + result = WebsiteService.get_scrape_url_data( + provider="firecrawl", url="https://example.com", tenant_id=account.current_tenant.id, only_main_content=True + ) + + # Assert: Verify successful operation + assert result is not None + assert result["title"] == "Scraped Page Title" + assert result["content"] == "This is the scraped content" + assert result["url"] == "https://example.com" + assert result["description"] == "Page description" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "firecrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify FirecrawlApp was called with correct parameters + mock_external_service_dependencies["firecrawl_app"].assert_called_once_with( + api_key="decrypted_api_key", base_url="https://api.example.com" + ) + mock_firecrawl_instance.scrape_url.assert_called_once_with( + url="https://example.com", params={"onlyMainContent": True} + ) + + def test_get_scrape_url_data_watercrawl_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful URL scraping with WaterCrawl provider. + + This test verifies: + - WaterCrawl scraping is properly executed + - API credentials are retrieved and decrypted + - Provider returns expected scraping format + - All required data fields are present + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Act: Scrape URL + result = WebsiteService.get_scrape_url_data( + provider="watercrawl", + url="https://example.com", + tenant_id=account.current_tenant.id, + only_main_content=False, + ) + + # Assert: Verify successful operation + assert result is not None + assert result["title"] == "Scraped Page" + assert result["content"] == "Test content" + assert result["url"] == "https://example.com" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "watercrawl" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify WaterCrawlProvider was called with correct parameters + mock_external_service_dependencies["watercrawl_provider"].assert_called_once_with( + api_key="decrypted_api_key", base_url="https://api.example.com" + ) + + def test_get_scrape_url_data_invalid_provider(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test URL scraping fails with invalid provider. + + This test verifies: + - Invalid provider raises ValueError + - Proper error message is provided + - Service handles unsupported providers gracefully + """ + # Arrange: Create test account and prepare request with invalid provider + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.get_scrape_url_data( + provider="invalid_provider", + url="https://example.com", + tenant_id=account.current_tenant.id, + only_main_content=False, + ) + + assert "Invalid provider" in str(exc_info.value) + + def test_crawl_options_include_exclude_paths(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test CrawlOptions include and exclude path methods. + + This test verifies: + - Include paths are properly parsed from comma-separated string + - Exclude paths are properly parsed from comma-separated string + - Empty or None values are handled correctly + - Path lists are returned in expected format + """ + # Arrange: Create CrawlOptions with various path configurations + options_with_paths = CrawlOptions(includes="blog,news,articles", excludes="admin,private,test") + + options_without_paths = CrawlOptions(includes=None, excludes="") + + # Act: Get include and exclude paths + include_paths = options_with_paths.get_include_paths() + exclude_paths = options_with_paths.get_exclude_paths() + + empty_include_paths = options_without_paths.get_include_paths() + empty_exclude_paths = options_without_paths.get_exclude_paths() + + # Assert: Verify path parsing + assert include_paths == ["blog", "news", "articles"] + assert exclude_paths == ["admin", "private", "test"] + assert empty_include_paths == [] + assert empty_exclude_paths == [] + + def test_website_crawl_api_request_conversion(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test WebsiteCrawlApiRequest conversion to CrawlRequest. + + This test verifies: + - API request is properly converted to internal CrawlRequest + - All options are correctly mapped + - Default values are applied when options are missing + - Conversion maintains data integrity + """ + # Arrange: Create API request with various options + api_request = WebsiteCrawlApiRequest( + provider="firecrawl", + url="https://example.com", + options={ + "limit": 10, + "crawl_sub_pages": True, + "only_main_content": True, + "includes": "blog,news", + "excludes": "admin,private", + "max_depth": 3, + "use_sitemap": False, + }, + ) + + # Act: Convert to CrawlRequest + crawl_request = api_request.to_crawl_request() + + # Assert: Verify conversion + assert crawl_request.url == "https://example.com" + assert crawl_request.provider == "firecrawl" + assert crawl_request.options.limit == 10 + assert crawl_request.options.crawl_sub_pages is True + assert crawl_request.options.only_main_content is True + assert crawl_request.options.includes == "blog,news" + assert crawl_request.options.excludes == "admin,private" + assert crawl_request.options.max_depth == 3 + assert crawl_request.options.use_sitemap is False + + def test_website_crawl_api_request_from_args(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test WebsiteCrawlApiRequest creation from Flask arguments. + + This test verifies: + - Request is properly created from parsed arguments + - Required fields are validated + - Optional fields are handled correctly + - Validation errors are properly raised + """ + # Arrange: Prepare valid arguments + valid_args = {"provider": "watercrawl", "url": "https://example.com", "options": {"limit": 5}} + + # Act: Create request from args + request = WebsiteCrawlApiRequest.from_args(valid_args) + + # Assert: Verify request creation + assert request.provider == "watercrawl" + assert request.url == "https://example.com" + assert request.options == {"limit": 5} + + # Test missing provider + invalid_args = {"url": "https://example.com", "options": {}} + with pytest.raises(ValueError) as exc_info: + WebsiteCrawlApiRequest.from_args(invalid_args) + assert "Provider is required" in str(exc_info.value) + + # Test missing URL + invalid_args = {"provider": "watercrawl", "options": {}} + with pytest.raises(ValueError) as exc_info: + WebsiteCrawlApiRequest.from_args(invalid_args) + assert "URL is required" in str(exc_info.value) + + # Test missing options + invalid_args = {"provider": "watercrawl", "url": "https://example.com"} + with pytest.raises(ValueError) as exc_info: + WebsiteCrawlApiRequest.from_args(invalid_args) + assert "Options are required" in str(exc_info.value) + + def test_crawl_url_jinareader_sub_pages_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful URL crawling with JinaReader provider for sub-pages. + + This test verifies: + - JinaReader provider handles sub-page crawling correctly + - HTTP POST request is made with proper parameters + - Job ID is returned for multi-page crawling + - All required parameters are passed correctly + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request for sub-page crawling + api_request = WebsiteCrawlApiRequest( + provider="jinareader", + url="https://example.com", + options={ + "limit": 5, + "crawl_sub_pages": True, + "only_main_content": False, + "includes": None, + "excludes": None, + "max_depth": None, + "use_sitemap": True, + }, + ) + + # Act: Execute crawl operation + result = WebsiteService.crawl_url(api_request) + + # Assert: Verify successful operation + assert result is not None + assert result["status"] == "active" + assert result["job_id"] == "jina_job_123" + + # Verify external service interactions + mock_external_service_dependencies["api_key_auth_service"].get_auth_credentials.assert_called_once_with( + account.current_tenant.id, "website", "jinareader" + ) + mock_external_service_dependencies["encrypter"].decrypt_token.assert_called_once_with( + tenant_id=account.current_tenant.id, token="encrypted_api_key" + ) + + # Verify HTTP POST request was made for sub-page crawling + mock_external_service_dependencies["requests"].post.assert_called_once_with( + "https://adaptivecrawl-kir3wx7b3a-uc.a.run.app", + json={"url": "https://example.com", "maxPages": 5, "useSitemap": True}, + headers={"Content-Type": "application/json", "Authorization": "Bearer decrypted_api_key"}, + ) + + def test_crawl_url_jinareader_failed_response(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test JinaReader crawling fails when API returns error. + + This test verifies: + - Failed API response raises ValueError + - Proper error message is provided + - Service handles API failures gracefully + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock failed response + mock_failed_response = MagicMock() + mock_failed_response.json.return_value = {"code": 500, "error": "Internal server error"} + mock_external_service_dependencies["requests"].get.return_value = mock_failed_response + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlApiRequest( + provider="jinareader", + url="https://example.com", + options={"limit": 1, "crawl_sub_pages": False, "only_main_content": True}, + ) + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.crawl_url(api_request) + + assert "Failed to crawl" in str(exc_info.value) + + def test_get_crawl_status_firecrawl_active_job( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test Firecrawl status retrieval for active (not completed) job. + + This test verifies: + - Active job status is properly returned + - Redis cache is not deleted for active jobs + - Time consuming is not calculated for active jobs + - All required status fields are present + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock active job status + mock_firecrawl_instance = MagicMock() + mock_firecrawl_instance.check_crawl_status.return_value = { + "status": "active", + "total": 10, + "current": 3, + "data": [], + } + mock_external_service_dependencies["firecrawl_app"].return_value = mock_firecrawl_instance + + # Mock current_user for the test + with patch("services.website_service.current_user") as mock_current_user: + mock_current_user.current_tenant_id = account.current_tenant.id + + # Create API request + api_request = WebsiteCrawlStatusApiRequest(provider="firecrawl", job_id="active_job_123") + + # Act: Get crawl status + result = WebsiteService.get_crawl_status_typed(api_request) + + # Assert: Verify active job status + assert result is not None + assert result["status"] == "active" + assert result["job_id"] == "active_job_123" + assert result["total"] == 10 + assert result["current"] == 3 + assert "data" in result + assert "time_consuming" not in result + + # Verify Redis cache was not accessed for active jobs + mock_external_service_dependencies["redis_client"].get.assert_not_called() + mock_external_service_dependencies["redis_client"].delete.assert_not_called() + + def test_get_crawl_url_data_firecrawl_storage_fallback( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test Firecrawl URL data retrieval with storage fallback. + + This test verifies: + - Storage fallback works when storage has data + - API call is not made when storage has data + - Data is properly parsed from storage + - Correct URL data is returned + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock storage to return existing data + mock_external_service_dependencies["storage"].exists.return_value = True + mock_external_service_dependencies["storage"].load_once.return_value = ( + b"[" + b'{"source_url": "https://example.com/page1", ' + b'"title": "Page 1", "description": "Description 1", "markdown": "# Page 1"}, ' + b'{"source_url": "https://example.com/page2", "title": "Page 2", ' + b'"description": "Description 2", "markdown": "# Page 2"}' + b"]" + ) + + # Act: Get URL data for specific URL + result = WebsiteService.get_crawl_url_data( + job_id="test_job_id_123", + provider="firecrawl", + url="https://example.com/page1", + tenant_id=account.current_tenant.id, + ) + + # Assert: Verify successful operation + assert result is not None + assert result["source_url"] == "https://example.com/page1" + assert result["title"] == "Page 1" + assert result["description"] == "Description 1" + assert result["markdown"] == "# Page 1" + + # Verify storage was accessed + mock_external_service_dependencies["storage"].exists.assert_called_once() + mock_external_service_dependencies["storage"].load_once.assert_called_once() + + def test_get_crawl_url_data_firecrawl_api_fallback( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test Firecrawl URL data retrieval with API fallback when storage is empty. + + This test verifies: + - API fallback works when storage has no data + - FirecrawlApp is called to get data + - Completed job status is checked + - Data is returned from API response + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock storage to return no data + mock_external_service_dependencies["storage"].exists.return_value = False + + # Mock FirecrawlApp for API fallback + mock_firecrawl_instance = MagicMock() + mock_firecrawl_instance.check_crawl_status.return_value = { + "status": "completed", + "data": [ + { + "source_url": "https://example.com/api_page", + "title": "API Page", + "description": "API Description", + "markdown": "# API Content", + } + ], + } + mock_external_service_dependencies["firecrawl_app"].return_value = mock_firecrawl_instance + + # Act: Get URL data + result = WebsiteService.get_crawl_url_data( + job_id="test_job_id_123", + provider="firecrawl", + url="https://example.com/api_page", + tenant_id=account.current_tenant.id, + ) + + # Assert: Verify successful operation + assert result is not None + assert result["source_url"] == "https://example.com/api_page" + assert result["title"] == "API Page" + assert result["description"] == "API Description" + assert result["markdown"] == "# API Content" + + # Verify API was called + mock_external_service_dependencies["firecrawl_app"].assert_called_once() + + def test_get_crawl_url_data_firecrawl_incomplete_job( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test Firecrawl URL data retrieval fails for incomplete job. + + This test verifies: + - Incomplete job raises ValueError + - Proper error message is provided + - Service handles incomplete jobs gracefully + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock storage to return no data + mock_external_service_dependencies["storage"].exists.return_value = False + + # Mock incomplete job status + mock_firecrawl_instance = MagicMock() + mock_firecrawl_instance.check_crawl_status.return_value = {"status": "active", "data": []} + mock_external_service_dependencies["firecrawl_app"].return_value = mock_firecrawl_instance + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.get_crawl_url_data( + job_id="test_job_id_123", + provider="firecrawl", + url="https://example.com/page", + tenant_id=account.current_tenant.id, + ) + + assert "Crawl job is not completed" in str(exc_info.value) + + def test_get_crawl_url_data_jinareader_with_job_id( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test JinaReader URL data retrieval with job ID for multi-page crawling. + + This test verifies: + - JinaReader handles job ID-based data retrieval + - Status check is performed before data retrieval + - Processed data is properly formatted + - Correct URL data is returned + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock successful status response + mock_status_response = MagicMock() + mock_status_response.json.return_value = { + "code": 200, + "data": { + "status": "completed", + "processed": { + "https://example.com/page1": { + "data": { + "title": "Page 1", + "url": "https://example.com/page1", + "description": "Description 1", + "content": "# Content 1", + } + } + }, + }, + } + mock_external_service_dependencies["requests"].post.return_value = mock_status_response + + # Act: Get URL data with job ID + result = WebsiteService.get_crawl_url_data( + job_id="jina_job_123", + provider="jinareader", + url="https://example.com/page1", + tenant_id=account.current_tenant.id, + ) + + # Assert: Verify successful operation + assert result is not None + assert result["title"] == "Page 1" + assert result["url"] == "https://example.com/page1" + assert result["description"] == "Description 1" + assert result["content"] == "# Content 1" + + # Verify HTTP requests were made + assert mock_external_service_dependencies["requests"].post.call_count == 2 + + def test_get_crawl_url_data_jinareader_incomplete_job( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test JinaReader URL data retrieval fails for incomplete job. + + This test verifies: + - Incomplete job raises ValueError + - Proper error message is provided + - Service handles incomplete jobs gracefully + """ + # Arrange: Create test account and prepare request + account = self._create_test_account(db_session_with_containers, mock_external_service_dependencies) + + # Mock incomplete job status + mock_status_response = MagicMock() + mock_status_response.json.return_value = {"code": 200, "data": {"status": "active", "processed": {}}} + mock_external_service_dependencies["requests"].post.return_value = mock_status_response + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + WebsiteService.get_crawl_url_data( + job_id="jina_job_123", + provider="jinareader", + url="https://example.com/page", + tenant_id=account.current_tenant.id, + ) + + assert "Crawl job is not completed" in str(exc_info.value) + + def test_crawl_options_default_values(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test CrawlOptions default values and initialization. + + This test verifies: + - Default values are properly set + - Optional fields can be None + - Boolean fields have correct defaults + - Integer fields have correct defaults + """ + # Arrange: Create CrawlOptions with minimal parameters + options = CrawlOptions() + + # Assert: Verify default values + assert options.limit == 1 + assert options.crawl_sub_pages is False + assert options.only_main_content is False + assert options.includes is None + assert options.excludes is None + assert options.max_depth is None + assert options.use_sitemap is True + + # Test with custom values + custom_options = CrawlOptions( + limit=10, + crawl_sub_pages=True, + only_main_content=True, + includes="blog,news", + excludes="admin", + max_depth=3, + use_sitemap=False, + ) + + assert custom_options.limit == 10 + assert custom_options.crawl_sub_pages is True + assert custom_options.only_main_content is True + assert custom_options.includes == "blog,news" + assert custom_options.excludes == "admin" + assert custom_options.max_depth == 3 + assert custom_options.use_sitemap is False + + def test_website_crawl_status_api_request_from_args( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test WebsiteCrawlStatusApiRequest creation from Flask arguments. + + This test verifies: + - Request is properly created from parsed arguments + - Required fields are validated + - Job ID is properly handled + - Validation errors are properly raised + """ + # Arrange: Prepare valid arguments + valid_args = {"provider": "firecrawl"} + job_id = "test_job_123" + + # Act: Create request from args + request = WebsiteCrawlStatusApiRequest.from_args(valid_args, job_id) + + # Assert: Verify request creation + assert request.provider == "firecrawl" + assert request.job_id == "test_job_123" + + # Test missing provider + invalid_args = {} + with pytest.raises(ValueError) as exc_info: + WebsiteCrawlStatusApiRequest.from_args(invalid_args, job_id) + assert "Provider is required" in str(exc_info.value) + + # Test missing job ID + with pytest.raises(ValueError) as exc_info: + WebsiteCrawlStatusApiRequest.from_args(valid_args, "") + assert "Job ID is required" in str(exc_info.value) + + def test_scrape_request_initialization(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test ScrapeRequest dataclass initialization and properties. + + This test verifies: + - ScrapeRequest is properly initialized + - All fields are correctly set + - Boolean field works correctly + - String fields are properly assigned + """ + # Arrange: Create ScrapeRequest + request = ScrapeRequest( + provider="firecrawl", url="https://example.com", tenant_id="tenant_123", only_main_content=True + ) + + # Assert: Verify initialization + assert request.provider == "firecrawl" + assert request.url == "https://example.com" + assert request.tenant_id == "tenant_123" + assert request.only_main_content is True + + # Test with different values + request2 = ScrapeRequest( + provider="watercrawl", url="https://test.com", tenant_id="tenant_456", only_main_content=False + ) + + assert request2.provider == "watercrawl" + assert request2.url == "https://test.com" + assert request2.tenant_id == "tenant_456" + assert request2.only_main_content is False diff --git a/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py b/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py new file mode 100644 index 0000000000..2e18184aea --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py @@ -0,0 +1,1358 @@ +import json +import uuid +from datetime import UTC, datetime, timedelta +from unittest.mock import patch + +import pytest +from faker import Faker + +from core.workflow.entities.workflow_execution import WorkflowExecutionStatus +from models import EndUser, Workflow, WorkflowAppLog, WorkflowRun +from models.enums import CreatorUserRole +from services.account_service import AccountService, TenantService +from services.app_service import AppService +from services.workflow_app_service import WorkflowAppService + + +class TestWorkflowAppService: + """Integration tests for WorkflowAppService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.app_service.FeatureService") as mock_feature_service, + patch("services.app_service.EnterpriseService") as mock_enterprise_service, + patch("services.app_service.ModelManager") as mock_model_manager, + patch("services.account_service.FeatureService") as mock_account_feature_service, + ): + # Setup default mock returns for app service + mock_feature_service.get_system_features.return_value.webapp_auth.enabled = False + mock_enterprise_service.WebAppAuth.update_app_access_mode.return_value = None + mock_enterprise_service.WebAppAuth.cleanup_webapp.return_value = None + + # Setup default mock returns for account service + mock_account_feature_service.get_system_features.return_value.is_allow_register = True + + # Mock ModelManager for model configuration + mock_model_instance = mock_model_manager.return_value + mock_model_instance.get_default_model_instance.return_value = None + mock_model_instance.get_default_provider_model_name.return_value = ("openai", "gpt-3.5-turbo") + + yield { + "feature_service": mock_feature_service, + "enterprise_service": mock_enterprise_service, + "model_manager": mock_model_manager, + "account_feature_service": mock_account_feature_service, + } + + def _create_test_app_and_account(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test app and account for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (app, account) - Created app and account instances + """ + fake = Faker() + + # Setup mocks for account creation + mock_external_service_dependencies[ + "account_feature_service" + ].get_system_features.return_value.is_allow_register = True + + # Create account and tenant + account = AccountService.create_account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + password=fake.password(length=12), + ) + TenantService.create_owner_tenant_if_not_exist(account, name=fake.company()) + tenant = account.current_tenant + + # Create app with realistic data + app_args = { + "name": fake.company(), + "description": fake.text(max_nb_chars=100), + "mode": "workflow", + "icon_type": "emoji", + "icon": "🤖", + "icon_background": "#FF6B6B", + "api_rph": 100, + "api_rpm": 10, + } + + app_service = AppService() + app = app_service.create_app(tenant.id, app_args, account) + + return app, account + + def _create_test_tenant_and_account(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test tenant and account for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (tenant, account) - Created tenant and account instances + """ + fake = Faker() + + # Setup mocks for account creation + mock_external_service_dependencies[ + "account_feature_service" + ].get_system_features.return_value.is_allow_register = True + + # Create account and tenant + account = AccountService.create_account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + password=fake.password(length=12), + ) + TenantService.create_owner_tenant_if_not_exist(account, name=fake.company()) + tenant = account.current_tenant + + return tenant, account + + def _create_test_app(self, db_session_with_containers, tenant, account): + """ + Helper method to create a test app for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + tenant: Tenant instance + account: Account instance + + Returns: + App: Created app instance + """ + fake = Faker() + + # Create app with realistic data + app_args = { + "name": fake.company(), + "description": fake.text(max_nb_chars=100), + "mode": "workflow", + "icon_type": "emoji", + "icon": "🤖", + "icon_background": "#FF6B6B", + "api_rph": 100, + "api_rpm": 10, + } + + app_service = AppService() + app = app_service.create_app(tenant.id, app_args, account) + + return app + + def _create_test_workflow_data(self, db_session_with_containers, app, account): + """ + Helper method to create test workflow data for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + account: Account instance + + Returns: + tuple: (workflow, workflow_run, workflow_app_log) - Created workflow entities + """ + fake = Faker() + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create workflow run + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input1": "test_value"}), + outputs=json.dumps({"output1": "result_value"}), + status="succeeded", + elapsed_time=1.5, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + finished_at=datetime.now(UTC), + ) + db.session.add(workflow_run) + db.session.commit() + + # Create workflow app log + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + ) + db.session.add(workflow_app_log) + db.session.commit() + + return workflow, workflow_run, workflow_app_log + + def test_get_paginate_workflow_app_logs_basic_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful pagination of workflow app logs with basic parameters. + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + workflow, workflow_run, workflow_app_log = self._create_test_workflow_data( + db_session_with_containers, app, account + ) + + # Act: Execute the method under test + service = WorkflowAppService() + result = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=20 + ) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["page"] == 1 + assert result["limit"] == 20 + assert result["total"] == 1 + assert result["has_more"] is False + assert len(result["data"]) == 1 + + # Verify the returned data + log_entry = result["data"][0] + assert log_entry.id == workflow_app_log.id + assert log_entry.tenant_id == app.tenant_id + assert log_entry.app_id == app.id + assert log_entry.workflow_id == workflow.id + assert log_entry.workflow_run_id == workflow_run.id + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(workflow_app_log) + assert workflow_app_log.id is not None + + def test_get_paginate_workflow_app_logs_with_keyword_search( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with keyword search functionality. + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + workflow, workflow_run, workflow_app_log = self._create_test_workflow_data( + db_session_with_containers, app, account + ) + + # Update workflow run with searchable content + from extensions.ext_database import db + + workflow_run.inputs = json.dumps({"search_term": "test_keyword", "input2": "other_value"}) + workflow_run.outputs = json.dumps({"result": "test_keyword_found", "status": "success"}) + db.session.commit() + + # Act: Execute the method under test with keyword search + service = WorkflowAppService() + result = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, keyword="test_keyword", page=1, limit=20 + ) + + # Assert: Verify keyword search results + assert result is not None + assert result["total"] == 1 + assert len(result["data"]) == 1 + + # Verify the returned data contains the searched keyword + log_entry = result["data"][0] + assert log_entry.workflow_run_id == workflow_run.id + + # Test with non-matching keyword + result_no_match = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, keyword="non_existent_keyword", page=1, limit=20 + ) + + assert result_no_match["total"] == 0 + assert len(result_no_match["data"]) == 0 + + def test_get_paginate_workflow_app_logs_with_status_filter( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with status filtering. + """ + # Arrange: Create test data with different statuses + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create workflow runs with different statuses + statuses = ["succeeded", "failed", "running", "stopped"] + workflow_runs = [] + workflow_app_logs = [] + + for i, status in enumerate(statuses): + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": f"test_{i}"}), + outputs=json.dumps({"output": f"result_{i}"}), + status=status, + elapsed_time=1.0 + i, + total_tokens=100 + i * 10, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + finished_at=datetime.now(UTC) + timedelta(minutes=i + 1) if status != "running" else None, + ) + db.session.add(workflow_run) + db.session.commit() + + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + ) + db.session.add(workflow_app_log) + db.session.commit() + + workflow_runs.append(workflow_run) + workflow_app_logs.append(workflow_app_log) + + # Act & Assert: Test filtering by different statuses + service = WorkflowAppService() + + # Test succeeded status filter + result_succeeded = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + status=WorkflowExecutionStatus.SUCCEEDED, + page=1, + limit=20, + ) + assert result_succeeded["total"] == 1 + assert result_succeeded["data"][0].workflow_run.status == "succeeded" + + # Test failed status filter + result_failed = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, status=WorkflowExecutionStatus.FAILED, page=1, limit=20 + ) + assert result_failed["total"] == 1 + assert result_failed["data"][0].workflow_run.status == "failed" + + # Test running status filter + result_running = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, status=WorkflowExecutionStatus.RUNNING, page=1, limit=20 + ) + assert result_running["total"] == 1 + assert result_running["data"][0].workflow_run.status == "running" + + def test_get_paginate_workflow_app_logs_with_time_filtering( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with time-based filtering. + """ + # Arrange: Create test data with different timestamps + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create workflow runs with different timestamps + base_time = datetime.now(UTC) + timestamps = [ + base_time - timedelta(hours=3), # 3 hours ago + base_time - timedelta(hours=2), # 2 hours ago + base_time - timedelta(hours=1), # 1 hour ago + base_time, # now + ] + + workflow_runs = [] + workflow_app_logs = [] + + for i, timestamp in enumerate(timestamps): + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": f"test_{i}"}), + outputs=json.dumps({"output": f"result_{i}"}), + status="succeeded", + elapsed_time=1.0, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=timestamp, + finished_at=timestamp + timedelta(minutes=1), + ) + db.session.add(workflow_run) + db.session.commit() + + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=timestamp, + ) + db.session.add(workflow_app_log) + db.session.commit() + + workflow_runs.append(workflow_run) + workflow_app_logs.append(workflow_app_log) + + # Act & Assert: Test time-based filtering + service = WorkflowAppService() + + # Test filtering logs created after 2 hours ago + result_after = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_at_after=base_time - timedelta(hours=2), + page=1, + limit=20, + ) + assert result_after["total"] == 3 # Should get logs from 2 hours ago, 1 hour ago, and now + + # Test filtering logs created before 1 hour ago + result_before = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_at_before=base_time - timedelta(hours=1), + page=1, + limit=20, + ) + assert result_before["total"] == 3 # Should get logs from 3 hours ago, 2 hours ago, and 1 hour ago + + # Test filtering logs within a time range + result_range = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_at_after=base_time - timedelta(hours=2), + created_at_before=base_time - timedelta(hours=1), + page=1, + limit=20, + ) + assert result_range["total"] == 2 # Should get logs from 2 hours ago and 1 hour ago + + def test_get_paginate_workflow_app_logs_with_pagination( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with different page sizes and limits. + """ + # Arrange: Create test data with multiple logs + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create 25 workflow runs and logs + total_logs = 25 + workflow_runs = [] + workflow_app_logs = [] + + for i in range(total_logs): + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": f"test_{i}"}), + outputs=json.dumps({"output": f"result_{i}"}), + status="succeeded", + elapsed_time=1.0, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + finished_at=datetime.now(UTC) + timedelta(minutes=i + 1), + ) + db.session.add(workflow_run) + db.session.commit() + + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + ) + db.session.add(workflow_app_log) + db.session.commit() + + workflow_runs.append(workflow_run) + workflow_app_logs.append(workflow_app_log) + + # Act & Assert: Test pagination + service = WorkflowAppService() + + # Test first page with limit 10 + result_page1 = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=10 + ) + assert result_page1["page"] == 1 + assert result_page1["limit"] == 10 + assert result_page1["total"] == total_logs + assert result_page1["has_more"] is True + assert len(result_page1["data"]) == 10 + + # Test second page with limit 10 + result_page2 = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=2, limit=10 + ) + assert result_page2["page"] == 2 + assert result_page2["limit"] == 10 + assert result_page2["total"] == total_logs + assert result_page2["has_more"] is True + assert len(result_page2["data"]) == 10 + + # Test third page with limit 10 + result_page3 = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=3, limit=10 + ) + assert result_page3["page"] == 3 + assert result_page3["limit"] == 10 + assert result_page3["total"] == total_logs + assert result_page3["has_more"] is False + assert len(result_page3["data"]) == 5 # Remaining 5 logs + + # Test with larger limit + result_large_limit = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=50 + ) + assert result_large_limit["page"] == 1 + assert result_large_limit["limit"] == 50 + assert result_large_limit["total"] == total_logs + assert result_large_limit["has_more"] is False + assert len(result_large_limit["data"]) == total_logs + + def test_get_paginate_workflow_app_logs_with_user_role_filtering( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with user role and session filtering. + """ + # Arrange: Create test data with different user roles + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create end user + end_user = EndUser( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="web", + is_anonymous=False, + session_id="test_session_123", + created_at=datetime.now(UTC), + updated_at=datetime.now(UTC), + ) + db.session.add(end_user) + db.session.commit() + + # Create workflow runs and logs for both account and end user + workflow_runs = [] + workflow_app_logs = [] + + # Account user logs + for i in range(3): + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": f"account_test_{i}"}), + outputs=json.dumps({"output": f"account_result_{i}"}), + status="succeeded", + elapsed_time=1.0, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + finished_at=datetime.now(UTC) + timedelta(minutes=i + 1), + ) + db.session.add(workflow_run) + db.session.commit() + + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + ) + db.session.add(workflow_app_log) + db.session.commit() + + workflow_runs.append(workflow_run) + workflow_app_logs.append(workflow_app_log) + + # End user logs + for i in range(2): + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": f"end_user_test_{i}"}), + outputs=json.dumps({"output": f"end_user_result_{i}"}), + status="succeeded", + elapsed_time=1.0, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.END_USER.value, + created_by=end_user.id, + created_at=datetime.now(UTC) + timedelta(minutes=i + 10), + finished_at=datetime.now(UTC) + timedelta(minutes=i + 11), + ) + db.session.add(workflow_run) + db.session.commit() + + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="web-app", + created_by_role=CreatorUserRole.END_USER.value, + created_by=end_user.id, + created_at=datetime.now(UTC) + timedelta(minutes=i + 10), + ) + db.session.add(workflow_app_log) + db.session.commit() + + workflow_runs.append(workflow_run) + workflow_app_logs.append(workflow_app_log) + + # Act & Assert: Test user role filtering + service = WorkflowAppService() + + # Test filtering by end user session ID + result_session_filter = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_by_end_user_session_id="test_session_123", + page=1, + limit=20, + ) + assert result_session_filter["total"] == 2 + assert all(log.created_by_role == CreatorUserRole.END_USER.value for log in result_session_filter["data"]) + + # Test filtering by account email + result_account_filter = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, created_by_account=account.email, page=1, limit=20 + ) + assert result_account_filter["total"] == 3 + assert all(log.created_by_role == CreatorUserRole.ACCOUNT.value for log in result_account_filter["data"]) + + # Test filtering by non-existent session ID + result_no_session = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_by_end_user_session_id="non_existent_session", + page=1, + limit=20, + ) + assert result_no_session["total"] == 0 + + # Test filtering by non-existent account email + result_no_account = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_by_account="nonexistent@example.com", + page=1, + limit=20, + ) + assert result_no_account["total"] == 0 + + def test_get_paginate_workflow_app_logs_with_uuid_keyword_search( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with UUID keyword search functionality. + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create workflow run with specific UUID + workflow_run_id = str(uuid.uuid4()) + workflow_run = WorkflowRun( + id=workflow_run_id, + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": "test_input"}), + outputs=json.dumps({"output": "test_output"}), + status="succeeded", + elapsed_time=1.0, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + finished_at=datetime.now(UTC) + timedelta(minutes=1), + ) + db.session.add(workflow_run) + db.session.commit() + + # Create workflow app log + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + ) + db.session.add(workflow_app_log) + db.session.commit() + + # Act & Assert: Test UUID keyword search + service = WorkflowAppService() + + # Test searching by workflow run UUID + result_uuid_search = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, keyword=workflow_run_id, page=1, limit=20 + ) + assert result_uuid_search["total"] == 1 + assert result_uuid_search["data"][0].workflow_run_id == workflow_run_id + + # Test searching by partial UUID (should not match) + partial_uuid = workflow_run_id[:8] + result_partial_uuid = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, keyword=partial_uuid, page=1, limit=20 + ) + assert result_partial_uuid["total"] == 0 + + # Test searching by invalid UUID format + invalid_uuid = "invalid-uuid-format" + result_invalid_uuid = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, keyword=invalid_uuid, page=1, limit=20 + ) + assert result_invalid_uuid["total"] == 0 + + def test_get_paginate_workflow_app_logs_with_edge_cases( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with edge cases and boundary conditions. + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + from extensions.ext_database import db + + # Create workflow + workflow = Workflow( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + type="workflow", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + _features=json.dumps({}), + created_by=account.id, + updated_by=account.id, + ) + db.session.add(workflow) + db.session.commit() + + # Create workflow run with edge case data + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": "test_input"}), + outputs=json.dumps({"output": "test_output"}), + status="succeeded", + elapsed_time=0.0, # Edge case: 0 elapsed time + total_tokens=0, # Edge case: 0 tokens + total_steps=0, # Edge case: 0 steps + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + finished_at=datetime.now(UTC), + ) + db.session.add(workflow_run) + db.session.commit() + + # Create workflow app log + workflow_app_log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + ) + db.session.add(workflow_app_log) + db.session.commit() + + # Act & Assert: Test edge cases + service = WorkflowAppService() + + # Test with page 1 (normal case) + result_page_one = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=20 + ) + assert result_page_one["page"] == 1 + assert result_page_one["total"] == 1 + + # Test with very large limit + result_large_limit = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=10000 + ) + assert result_large_limit["limit"] == 10000 + assert result_large_limit["total"] == 1 + + # Test with limit 0 (should return empty result) + result_zero_limit = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=0 + ) + assert result_zero_limit["limit"] == 0 + assert result_zero_limit["total"] == 1 + assert len(result_zero_limit["data"]) == 0 + + # Test with very high page number (should return empty result) + result_high_page = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=999999, limit=20 + ) + assert result_high_page["page"] == 999999 + assert result_high_page["total"] == 1 + assert len(result_high_page["data"]) == 0 + assert result_high_page["has_more"] is False + + def test_get_paginate_workflow_app_logs_with_empty_results( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with empty results and no data scenarios. + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Act & Assert: Test empty results + service = WorkflowAppService() + + # Test with no workflow logs + result_no_logs = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=20 + ) + assert result_no_logs["page"] == 1 + assert result_no_logs["limit"] == 20 + assert result_no_logs["total"] == 0 + assert result_no_logs["has_more"] is False + assert len(result_no_logs["data"]) == 0 + + # Test with status filter that matches no logs + result_no_status_match = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, status=WorkflowExecutionStatus.FAILED, page=1, limit=20 + ) + assert result_no_status_match["total"] == 0 + assert len(result_no_status_match["data"]) == 0 + + # Test with keyword that matches no logs + result_no_keyword_match = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, keyword="nonexistent_keyword", page=1, limit=20 + ) + assert result_no_keyword_match["total"] == 0 + assert len(result_no_keyword_match["data"]) == 0 + + # Test with time filter that matches no logs + future_time = datetime.now(UTC) + timedelta(days=1) + result_future_time = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, created_at_after=future_time, page=1, limit=20 + ) + assert result_future_time["total"] == 0 + assert len(result_future_time["data"]) == 0 + + # Test with end user session that doesn't exist + result_no_session = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_by_end_user_session_id="nonexistent_session", + page=1, + limit=20, + ) + assert result_no_session["total"] == 0 + assert len(result_no_session["data"]) == 0 + + # Test with account email that doesn't exist + result_no_account = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_by_account="nonexistent@example.com", + page=1, + limit=20, + ) + assert result_no_account["total"] == 0 + assert len(result_no_account["data"]) == 0 + + def test_get_paginate_workflow_app_logs_with_complex_query_combinations( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with complex query combinations. + """ + # Arrange: Create test data with various combinations + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + workflow, _, _ = self._create_test_workflow_data(db_session_with_containers, app, account) + + # Create multiple logs with different characteristics + logs_data = [] + for i in range(5): + status = "succeeded" if i % 2 == 0 else "failed" + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + status=status, + inputs=json.dumps({"input": f"test_input_{i}"}), + outputs=json.dumps({"output": f"test_output_{i}"}) if status == "succeeded" else None, + error=json.dumps({"error": f"test_error_{i}"}) if status == "failed" else None, + elapsed_time=1.5, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + finished_at=datetime.now(UTC) + timedelta(minutes=i + 1) if status == "succeeded" else None, + ) + db_session_with_containers.add(workflow_run) + db_session_with_containers.flush() + + log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + ) + db_session_with_containers.add(log) + logs_data.append((log, workflow_run)) + + db_session_with_containers.commit() + + service = WorkflowAppService() + + # Test complex combination: keyword + status + time range + pagination + result_complex = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + keyword="test_input_1", + status=WorkflowExecutionStatus.SUCCEEDED, + created_at_after=datetime.now(UTC) - timedelta(minutes=10), + created_at_before=datetime.now(UTC) + timedelta(minutes=10), + page=1, + limit=3, + ) + + # Should find logs matching all criteria + assert result_complex["total"] >= 0 # At least 0, could be more depending on timing + assert len(result_complex["data"]) <= 3 # Respects limit + + # Test combination: user role + keyword + status + result_user_keyword_status = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_by_account=account.email, + keyword="test_input", + status=WorkflowExecutionStatus.FAILED, + page=1, + limit=20, + ) + + # Should find failed logs created by the account with "test_input" in inputs + assert result_user_keyword_status["total"] >= 0 + + # Test combination: time range + status + pagination with small limit + result_time_status_limit = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app, + created_at_after=datetime.now(UTC) - timedelta(minutes=10), + status=WorkflowExecutionStatus.SUCCEEDED, + page=1, + limit=2, + ) + + assert result_time_status_limit["total"] >= 0 + assert len(result_time_status_limit["data"]) <= 2 + + def test_get_paginate_workflow_app_logs_with_large_dataset_performance( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with large dataset for performance validation. + """ + # Arrange: Create a larger dataset + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + workflow, _, _ = self._create_test_workflow_data(db_session_with_containers, app, account) + + # Create 50 logs to test performance with larger datasets + logs_data = [] + for i in range(50): + status = "succeeded" if i % 3 == 0 else "failed" if i % 3 == 1 else "running" + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + status=status, + inputs=json.dumps({"input": f"performance_test_input_{i}", "index": i}), + outputs=json.dumps({"output": f"performance_test_output_{i}"}) if status == "succeeded" else None, + error=json.dumps({"error": f"performance_test_error_{i}"}) if status == "failed" else None, + elapsed_time=1.5, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + finished_at=datetime.now(UTC) + timedelta(minutes=i + 1) if status != "running" else None, + ) + db_session_with_containers.add(workflow_run) + db_session_with_containers.flush() + + log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i), + ) + db_session_with_containers.add(log) + logs_data.append((log, workflow_run)) + + db_session_with_containers.commit() + + service = WorkflowAppService() + + # Test performance with large dataset and pagination + import time + + start_time = time.time() + + result_large = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=1, limit=20 + ) + + end_time = time.time() + execution_time = end_time - start_time + + # Performance assertions + assert result_large["total"] == 51 # 50 new logs + 1 from _create_test_workflow_data + assert len(result_large["data"]) == 20 + assert execution_time < 5.0 # Should complete within 5 seconds + + # Test pagination through large dataset + result_page_2 = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=2, limit=20 + ) + + assert result_page_2["total"] == 51 # 50 new logs + 1 from _create_test_workflow_data + assert len(result_page_2["data"]) == 20 + assert result_page_2["page"] == 2 + + # Test last page + result_last_page = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app, page=3, limit=20 + ) + + assert result_last_page["total"] == 51 # 50 new logs + 1 from _create_test_workflow_data + assert len(result_last_page["data"]) == 11 # Last page should have remaining items (10 + 1) + assert result_last_page["page"] == 3 + + def test_get_paginate_workflow_app_logs_with_tenant_isolation( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test workflow app logs pagination with proper tenant isolation. + """ + # Arrange: Create multiple tenants and apps + fake = Faker() + + # Create first tenant and app + tenant1, account1 = self._create_test_tenant_and_account( + db_session_with_containers, mock_external_service_dependencies + ) + app1 = self._create_test_app(db_session_with_containers, tenant1, account1) + workflow1, _, _ = self._create_test_workflow_data(db_session_with_containers, app1, account1) + + # Create second tenant and app + tenant2, account2 = self._create_test_tenant_and_account( + db_session_with_containers, mock_external_service_dependencies + ) + app2 = self._create_test_app(db_session_with_containers, tenant2, account2) + workflow2, _, _ = self._create_test_workflow_data(db_session_with_containers, app2, account2) + + # Create logs for both tenants + for i, (app, workflow, account) in enumerate([(app1, workflow1, account1), (app2, workflow2, account2)]): + for j in range(3): + workflow_run = WorkflowRun( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + type="workflow", + triggered_from="app-run", + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + status="succeeded", + inputs=json.dumps({"input": f"tenant_{i}_input_{j}"}), + outputs=json.dumps({"output": f"tenant_{i}_output_{j}"}), + elapsed_time=1.5, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i * 10 + j), + finished_at=datetime.now(UTC) + timedelta(minutes=i * 10 + j + 1), + ) + db_session_with_containers.add(workflow_run) + db_session_with_containers.flush() + + log = WorkflowAppLog( + id=str(uuid.uuid4()), + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow.id, + workflow_run_id=workflow_run.id, + created_from="service-api", + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC) + timedelta(minutes=i * 10 + j), + ) + db_session_with_containers.add(log) + + db_session_with_containers.commit() + + service = WorkflowAppService() + + # Test tenant isolation: tenant1 should only see its own logs + result_tenant1 = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app1, page=1, limit=20 + ) + + assert result_tenant1["total"] == 4 # 3 new logs + 1 from _create_test_workflow_data + for log in result_tenant1["data"]: + assert log.tenant_id == app1.tenant_id + assert log.app_id == app1.id + + # Test tenant isolation: tenant2 should only see its own logs + result_tenant2 = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, app_model=app2, page=1, limit=20 + ) + + assert result_tenant2["total"] == 4 # 3 new logs + 1 from _create_test_workflow_data + for log in result_tenant2["data"]: + assert log.tenant_id == app2.tenant_id + assert log.app_id == app2.id + + # Test cross-tenant search should not work + result_cross_tenant = service.get_paginate_workflow_app_logs( + session=db_session_with_containers, + app_model=app1, + keyword="tenant_1_input", # Search for tenant2's data from tenant1's context + page=1, + limit=20, + ) + + # Should not find tenant2's data when searching from tenant1's context + assert result_cross_tenant["total"] == 0 diff --git a/api/tests/test_containers_integration_tests/services/test_workflow_run_service.py b/api/tests/test_containers_integration_tests/services/test_workflow_run_service.py new file mode 100644 index 0000000000..4cb21ef6bd --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_workflow_run_service.py @@ -0,0 +1,713 @@ +import json +import uuid +from datetime import UTC, datetime, timedelta +from unittest.mock import patch + +import pytest +from faker import Faker + +from models.enums import CreatorUserRole +from models.model import ( + Message, +) +from models.workflow import WorkflowRun +from services.account_service import AccountService, TenantService +from services.app_service import AppService +from services.workflow_run_service import WorkflowRunService + + +class TestWorkflowRunService: + """Integration tests for WorkflowRunService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.app_service.FeatureService") as mock_feature_service, + patch("services.app_service.EnterpriseService") as mock_enterprise_service, + patch("services.app_service.ModelManager") as mock_model_manager, + patch("services.account_service.FeatureService") as mock_account_feature_service, + ): + # Setup default mock returns for app service + mock_feature_service.get_system_features.return_value.webapp_auth.enabled = False + mock_enterprise_service.WebAppAuth.update_app_access_mode.return_value = None + mock_enterprise_service.WebAppAuth.cleanup_webapp.return_value = None + + # Setup default mock returns for account service + mock_account_feature_service.get_system_features.return_value.is_allow_register = True + + # Mock ModelManager for model configuration + mock_model_instance = mock_model_manager.return_value + mock_model_instance.get_default_model_instance.return_value = None + mock_model_instance.get_default_provider_model_name.return_value = ("openai", "gpt-3.5-turbo") + + yield { + "feature_service": mock_feature_service, + "enterprise_service": mock_enterprise_service, + "model_manager": mock_model_manager, + "account_feature_service": mock_account_feature_service, + } + + def _create_test_app_and_account(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test app and account for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (app, account) - Created app and account instances + """ + fake = Faker() + + # Setup mocks for account creation + mock_external_service_dependencies[ + "account_feature_service" + ].get_system_features.return_value.is_allow_register = True + + # Create account and tenant + account = AccountService.create_account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + password=fake.password(length=12), + ) + TenantService.create_owner_tenant_if_not_exist(account, name=fake.company()) + tenant = account.current_tenant + + # Create app with realistic data + app_args = { + "name": fake.company(), + "description": fake.text(max_nb_chars=100), + "mode": "chat", + "icon_type": "emoji", + "icon": "🤖", + "icon_background": "#FF6B6B", + "api_rph": 100, + "api_rpm": 10, + } + + app_service = AppService() + app = app_service.create_app(tenant.id, app_args, account) + + return app, account + + def _create_test_workflow_run( + self, db_session_with_containers, app, account, triggered_from="debugging", offset_minutes=0 + ): + """ + Helper method to create a test workflow run for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + account: Account instance + triggered_from: Trigger source for workflow run + + Returns: + WorkflowRun: Created workflow run instance + """ + fake = Faker() + + from extensions.ext_database import db + + # Create workflow run with offset timestamp + base_time = datetime.now(UTC) + created_time = base_time - timedelta(minutes=offset_minutes) + + workflow_run = WorkflowRun( + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=str(uuid.uuid4()), + type="chat", + triggered_from=triggered_from, + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": "test"}), + status="succeeded", + outputs=json.dumps({"output": "test result"}), + elapsed_time=1.5, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=created_time, + finished_at=created_time, + ) + + db.session.add(workflow_run) + db.session.commit() + + return workflow_run + + def _create_test_message(self, db_session_with_containers, app, account, workflow_run): + """ + Helper method to create a test message for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + account: Account instance + workflow_run: WorkflowRun instance + + Returns: + Message: Created message instance + """ + fake = Faker() + + from extensions.ext_database import db + + # Create conversation first (required for message) + from models.model import Conversation + + conversation = Conversation( + app_id=app.id, + name=fake.sentence(), + inputs={}, + status="normal", + mode="chat", + from_source=CreatorUserRole.ACCOUNT.value, + from_account_id=account.id, + ) + db.session.add(conversation) + db.session.commit() + + # Create message + message = Message() + message.app_id = app.id + message.conversation_id = conversation.id + message.query = fake.text(max_nb_chars=100) + message.message = {"type": "text", "content": fake.text(max_nb_chars=100)} + message.answer = fake.text(max_nb_chars=200) + message.message_tokens = 50 + message.answer_tokens = 100 + message.message_unit_price = 0.001 + message.answer_unit_price = 0.002 + message.message_price_unit = 0.001 + message.answer_price_unit = 0.001 + message.currency = "USD" + message.status = "normal" + message.from_source = CreatorUserRole.ACCOUNT.value + message.from_account_id = account.id + message.workflow_run_id = workflow_run.id + message.inputs = {"input": "test input"} + + db.session.add(message) + db.session.commit() + + return message + + def test_get_paginate_workflow_runs_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful pagination of workflow runs with debugging trigger. + + This test verifies: + - Proper pagination of workflow runs + - Correct filtering by triggered_from + - Proper limit and last_id handling + - Repository method calls + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create multiple workflow runs + workflow_runs = [] + for i in range(5): + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + workflow_runs.append(workflow_run) + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + args = {"limit": 3, "last_id": None} + result = workflow_run_service.get_paginate_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + assert len(result.data) == 3 # Should return 3 items due to limit + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify all returned items are debugging runs + for workflow_run in result.data: + assert workflow_run.triggered_from == "debugging" + assert workflow_run.app_id == app.id + assert workflow_run.tenant_id == app.tenant_id + + def test_get_paginate_workflow_runs_with_last_id( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test pagination of workflow runs with last_id parameter. + + This test verifies: + - Proper pagination with last_id parameter + - Correct handling of pagination state + - Repository method calls with proper parameters + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create multiple workflow runs with different timestamps + workflow_runs = [] + for i in range(5): + workflow_run = self._create_test_workflow_run( + db_session_with_containers, app, account, "debugging", offset_minutes=i + ) + workflow_runs.append(workflow_run) + + # Act: Execute the method under test with last_id + workflow_run_service = WorkflowRunService() + args = {"limit": 2, "last_id": workflow_runs[1].id} + result = workflow_run_service.get_paginate_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + assert len(result.data) == 2 # Should return 2 items due to limit + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify all returned items are debugging runs + for workflow_run in result.data: + assert workflow_run.triggered_from == "debugging" + assert workflow_run.app_id == app.id + assert workflow_run.tenant_id == app.tenant_id + + def test_get_paginate_workflow_runs_default_limit( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test pagination of workflow runs with default limit. + + This test verifies: + - Default limit of 20 when not specified + - Proper handling of missing limit parameter + - Repository method calls with default values + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow runs + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Act: Execute the method under test without limit + workflow_run_service = WorkflowRunService() + args = {} # No limit specified + result = workflow_run_service.get_paginate_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify the returned workflow run + if result.data: + workflow_run_result = result.data[0] + assert workflow_run_result.triggered_from == "debugging" + assert workflow_run_result.app_id == app.id + assert workflow_run_result.tenant_id == app.tenant_id + + def test_get_paginate_advanced_chat_workflow_runs_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful pagination of advanced chat workflow runs with message information. + + This test verifies: + - Proper pagination of advanced chat workflow runs + - Correct filtering by triggered_from + - Message information enrichment + - WorkflowWithMessage wrapper functionality + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow runs with messages + workflow_runs = [] + for i in range(3): + workflow_run = self._create_test_workflow_run( + db_session_with_containers, app, account, "debugging", offset_minutes=i + ) + message = self._create_test_message(db_session_with_containers, app, account, workflow_run) + workflow_runs.append(workflow_run) + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + args = {"limit": 2, "last_id": None} + result = workflow_run_service.get_paginate_advanced_chat_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + assert len(result.data) == 2 # Should return 2 items due to limit + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify all returned items have message information + for workflow_run in result.data: + assert hasattr(workflow_run, "message_id") + assert hasattr(workflow_run, "conversation_id") + assert workflow_run.app_id == app.id + assert workflow_run.tenant_id == app.tenant_id + + def test_get_workflow_run_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful retrieval of workflow run by ID. + + This test verifies: + - Proper workflow run retrieval by ID + - Correct tenant and app isolation + - Repository method calls with proper parameters + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run(app, workflow_run.id) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.id == workflow_run.id + assert result.tenant_id == app.tenant_id + assert result.app_id == app.id + assert result.triggered_from == "debugging" + assert result.status == "succeeded" + assert result.type == "chat" + assert result.version == "1.0.0" + + def test_get_workflow_run_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test workflow run retrieval when run ID does not exist. + + This test verifies: + - Proper handling of non-existent workflow run IDs + - Repository method calls with proper parameters + - Return value for missing records + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Use a non-existent UUID + non_existent_id = str(uuid.uuid4()) + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run(app, non_existent_id) + + # Assert: Verify the expected outcomes + assert result is None + + def test_get_workflow_run_node_executions_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful retrieval of workflow run node executions. + + This test verifies: + - Proper node execution retrieval for workflow run + - Correct tenant and app isolation + - Repository method calls with proper parameters + - Context setup for plugin tool providers + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Create node executions + from extensions.ext_database import db + from models.workflow import WorkflowNodeExecutionModel + + node_executions = [] + for i in range(3): + node_execution = WorkflowNodeExecutionModel( + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow_run.workflow_id, + triggered_from="workflow-run", + workflow_run_id=workflow_run.id, + index=i, + node_id=f"node_{i}", + node_type="llm" if i == 0 else "tool", + title=f"Node {i}", + inputs=json.dumps({"input": f"test_input_{i}"}), + process_data=json.dumps({"process": f"test_process_{i}"}), + status="succeeded", + elapsed_time=0.5, + execution_metadata=json.dumps({"tokens": 50}), + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + ) + db.session.add(node_execution) + node_executions.append(node_execution) + + db.session.commit() + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run_node_executions(app, workflow_run.id, account) + + # Assert: Verify the expected outcomes + assert result is not None + assert len(result) == 3 + + # Verify node execution properties + for node_execution in result: + assert node_execution.tenant_id == app.tenant_id + assert node_execution.app_id == app.id + assert node_execution.workflow_run_id == workflow_run.id + assert node_execution.index in [0, 1, 2] # Check that index is one of the expected values + assert node_execution.node_id.startswith("node_") # Check that node_id starts with "node_" + assert node_execution.status == "succeeded" + + def test_get_workflow_run_node_executions_empty( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test getting node executions for a workflow run with no executions. + + This test verifies: + - Empty result when no node executions exist + - Proper handling of empty data + - No errors when querying non-existent executions + """ + # Arrange: Setup test data + account_service = AccountService() + tenant_service = TenantService() + app_service = AppService() + workflow_run_service = WorkflowRunService() + + # Create account and tenant + account = account_service.create_account( + email="test@example.com", + name="Test User", + password="password123", + interface_language="en-US", + ) + TenantService.create_owner_tenant_if_not_exist(account, name="test_tenant") + tenant = account.current_tenant + + # Create app + app_args = { + "name": "Test App", + "mode": "chat", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#4ECDC4", + } + app = app_service.create_app(tenant.id, app_args, account) + + # Create workflow run without node executions + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Act: Get node executions + result = workflow_run_service.get_workflow_run_node_executions( + app_model=app, + run_id=workflow_run.id, + user=account, + ) + + # Assert: Verify empty result + assert result is not None + assert len(result) == 0 + + def test_get_workflow_run_node_executions_invalid_workflow_run_id( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test getting node executions with invalid workflow run ID. + + This test verifies: + - Proper handling of invalid workflow run ID + - Empty result when workflow run doesn't exist + - No errors when querying with invalid ID + """ + # Arrange: Setup test data + account_service = AccountService() + tenant_service = TenantService() + app_service = AppService() + workflow_run_service = WorkflowRunService() + + # Create account and tenant + account = account_service.create_account( + email="test@example.com", + name="Test User", + password="password123", + interface_language="en-US", + ) + TenantService.create_owner_tenant_if_not_exist(account, name="test_tenant") + tenant = account.current_tenant + + # Create app + app_args = { + "name": "Test App", + "mode": "chat", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#4ECDC4", + } + app = app_service.create_app(tenant.id, app_args, account) + + # Use invalid workflow run ID + invalid_workflow_run_id = str(uuid.uuid4()) + + # Act: Get node executions with invalid ID + result = workflow_run_service.get_workflow_run_node_executions( + app_model=app, + run_id=invalid_workflow_run_id, + user=account, + ) + + # Assert: Verify empty result + assert result is not None + assert len(result) == 0 + + def test_get_workflow_run_node_executions_database_error( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test getting node executions when database encounters an error. + + This test verifies: + - Proper error handling when database operations fail + - Graceful degradation in error scenarios + - Error propagation to calling code + """ + # Arrange: Setup test data + account_service = AccountService() + tenant_service = TenantService() + app_service = AppService() + workflow_run_service = WorkflowRunService() + + # Create account and tenant + account = account_service.create_account( + email="test@example.com", + name="Test User", + password="password123", + interface_language="en-US", + ) + TenantService.create_owner_tenant_if_not_exist(account, name="test_tenant") + tenant = account.current_tenant + + # Create app + app_args = { + "name": "Test App", + "mode": "chat", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#4ECDC4", + } + app = app_service.create_app(tenant.id, app_args, account) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Mock database error by closing the session + db_session_with_containers.close() + + # Act & Assert: Verify error handling + with pytest.raises((Exception, RuntimeError)): + workflow_run_service.get_workflow_run_node_executions( + app_model=app, + run_id=workflow_run.id, + user=account, + ) + + def test_get_workflow_run_node_executions_end_user( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test node execution retrieval for end user. + + This test verifies: + - Proper handling of end user vs account user + - Correct tenant ID extraction for end users + - Repository method calls with proper parameters + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Create end user + from extensions.ext_database import db + from models.model import EndUser + + end_user = EndUser( + tenant_id=app.tenant_id, + app_id=app.id, + type="web_app", + is_anonymous=False, + session_id=str(uuid.uuid4()), + external_user_id=str(uuid.uuid4()), + name=fake.name(), + ) + db.session.add(end_user) + db.session.commit() + + # Create node execution + from models.workflow import WorkflowNodeExecutionModel + + node_execution = WorkflowNodeExecutionModel( + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow_run.workflow_id, + triggered_from="workflow-run", + workflow_run_id=workflow_run.id, + index=0, + node_id="node_0", + node_type="llm", + title="Node 0", + inputs=json.dumps({"input": "test_input"}), + process_data=json.dumps({"process": "test_process"}), + status="succeeded", + elapsed_time=0.5, + execution_metadata=json.dumps({"tokens": 50}), + created_by_role=CreatorUserRole.END_USER.value, + created_by=end_user.id, + created_at=datetime.now(UTC), + ) + db.session.add(node_execution) + db.session.commit() + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run_node_executions(app, workflow_run.id, end_user) + + # Assert: Verify the expected outcomes + assert result is not None + assert len(result) == 1 + + # Verify node execution properties + node_exec = result[0] + assert node_exec.tenant_id == app.tenant_id + assert node_exec.app_id == app.id + assert node_exec.workflow_run_id == workflow_run.id + assert node_exec.created_by == end_user.id + assert node_exec.created_by_role == CreatorUserRole.END_USER.value diff --git a/api/tests/unit_tests/configs/test_dify_config.py b/api/tests/unit_tests/configs/test_dify_config.py index 0ae6a09f5b..b95ed431b4 100644 --- a/api/tests/unit_tests/configs/test_dify_config.py +++ b/api/tests/unit_tests/configs/test_dify_config.py @@ -90,6 +90,7 @@ def test_flask_configs(monkeypatch): "pool_recycle": 3600, "pool_size": 30, "pool_use_lifo": False, + "pool_reset_on_return": None, } assert config["CONSOLE_WEB_URL"] == "https://example.com" diff --git a/api/tests/unit_tests/controllers/console/app/workflow_draft_variables_test.py b/api/tests/unit_tests/controllers/console/app/workflow_draft_variables_test.py index f26be6702a..ac3c8e45c9 100644 --- a/api/tests/unit_tests/controllers/console/app/workflow_draft_variables_test.py +++ b/api/tests/unit_tests/controllers/console/app/workflow_draft_variables_test.py @@ -1,9 +1,8 @@ -import datetime import uuid from collections import OrderedDict from typing import Any, NamedTuple -from flask_restful import marshal +from flask_restx import marshal from controllers.console.app.workflow_draft_variable import ( _WORKFLOW_DRAFT_VARIABLE_FIELDS, @@ -13,6 +12,7 @@ from controllers.console.app.workflow_draft_variable import ( ) from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID from factories.variable_factory import build_segment +from libs.datetime_utils import naive_utc_now from models.workflow import WorkflowDraftVariable from services.workflow_draft_variable_service import WorkflowDraftVariableList @@ -57,7 +57,7 @@ class TestWorkflowDraftVariableFields: ) sys_var.id = str(uuid.uuid4()) - sys_var.last_edited_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + sys_var.last_edited_at = naive_utc_now() sys_var.visible = True expected_without_value = OrderedDict( @@ -88,7 +88,7 @@ class TestWorkflowDraftVariableFields: ) node_var.id = str(uuid.uuid4()) - node_var.last_edited_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None) + node_var.last_edited_at = naive_utc_now() expected_without_value: OrderedDict[str, Any] = OrderedDict( { diff --git a/api/tests/unit_tests/controllers/console/auth/test_authentication_security.py b/api/tests/unit_tests/controllers/console/auth/test_authentication_security.py new file mode 100644 index 0000000000..aefb4bf8b0 --- /dev/null +++ b/api/tests/unit_tests/controllers/console/auth/test_authentication_security.py @@ -0,0 +1,134 @@ +"""Test authentication security to prevent user enumeration.""" + +from unittest.mock import MagicMock, patch + +import pytest +from flask import Flask +from flask_restx import Api + +import services.errors.account +from controllers.console.auth.error import AuthenticationFailedError +from controllers.console.auth.login import LoginApi +from controllers.console.error import AccountNotFound + + +class TestAuthenticationSecurity: + """Test authentication endpoints for security against user enumeration.""" + + def setup_method(self): + """Set up test fixtures.""" + self.app = Flask(__name__) + self.api = Api(self.app) + self.api.add_resource(LoginApi, "/login") + self.client = self.app.test_client() + self.app.config["TESTING"] = True + + @patch("controllers.console.wraps.db") + @patch("controllers.console.auth.login.FeatureService.get_system_features") + @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit") + @patch("controllers.console.auth.login.AccountService.authenticate") + @patch("controllers.console.auth.login.AccountService.send_reset_password_email") + @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False) + @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid") + def test_login_invalid_email_with_registration_allowed( + self, mock_get_invitation, mock_send_email, mock_authenticate, mock_is_rate_limit, mock_features, mock_db + ): + """Test that invalid email sends reset password email when registration is allowed.""" + # Arrange + mock_is_rate_limit.return_value = False + mock_get_invitation.return_value = None + mock_authenticate.side_effect = services.errors.account.AccountNotFoundError("Account not found") + mock_db.session.query.return_value.first.return_value = MagicMock() # Mock setup exists + mock_features.return_value.is_allow_register = True + mock_send_email.return_value = "token123" + + # Act + with self.app.test_request_context( + "/login", method="POST", json={"email": "nonexistent@example.com", "password": "WrongPass123!"} + ): + login_api = LoginApi() + result = login_api.post() + + # Assert + assert result == {"result": "fail", "data": "token123", "code": "account_not_found"} + mock_send_email.assert_called_once_with(email="nonexistent@example.com", language="en-US") + + @patch("controllers.console.wraps.db") + @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit") + @patch("controllers.console.auth.login.AccountService.authenticate") + @patch("controllers.console.auth.login.AccountService.add_login_error_rate_limit") + @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False) + @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid") + def test_login_wrong_password_returns_error( + self, mock_get_invitation, mock_add_rate_limit, mock_authenticate, mock_is_rate_limit, mock_db + ): + """Test that wrong password returns AuthenticationFailedError.""" + # Arrange + mock_is_rate_limit.return_value = False + mock_get_invitation.return_value = None + mock_authenticate.side_effect = services.errors.account.AccountPasswordError("Wrong password") + mock_db.session.query.return_value.first.return_value = MagicMock() # Mock setup exists + + # Act + with self.app.test_request_context( + "/login", method="POST", json={"email": "existing@example.com", "password": "WrongPass123!"} + ): + login_api = LoginApi() + + # Assert + with pytest.raises(AuthenticationFailedError) as exc_info: + login_api.post() + + assert exc_info.value.error_code == "authentication_failed" + assert exc_info.value.description == "Invalid email or password." + mock_add_rate_limit.assert_called_once_with("existing@example.com") + + @patch("controllers.console.wraps.db") + @patch("controllers.console.auth.login.FeatureService.get_system_features") + @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit") + @patch("controllers.console.auth.login.AccountService.authenticate") + @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False) + @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid") + def test_login_invalid_email_with_registration_disabled( + self, mock_get_invitation, mock_authenticate, mock_is_rate_limit, mock_features, mock_db + ): + """Test that invalid email raises AccountNotFound when registration is disabled.""" + # Arrange + mock_is_rate_limit.return_value = False + mock_get_invitation.return_value = None + mock_authenticate.side_effect = services.errors.account.AccountNotFoundError("Account not found") + mock_db.session.query.return_value.first.return_value = MagicMock() # Mock setup exists + mock_features.return_value.is_allow_register = False + + # Act + with self.app.test_request_context( + "/login", method="POST", json={"email": "nonexistent@example.com", "password": "WrongPass123!"} + ): + login_api = LoginApi() + + # Assert + with pytest.raises(AccountNotFound) as exc_info: + login_api.post() + + assert exc_info.value.error_code == "account_not_found" + + @patch("controllers.console.wraps.db") + @patch("controllers.console.auth.login.FeatureService.get_system_features") + @patch("controllers.console.auth.login.AccountService.get_user_through_email") + @patch("controllers.console.auth.login.AccountService.send_reset_password_email") + def test_reset_password_with_existing_account(self, mock_send_email, mock_get_user, mock_features, mock_db): + """Test that reset password returns success with token for existing accounts.""" + # Mock the setup check + mock_db.session.query.return_value.first.return_value = MagicMock() # Mock setup exists + + # Test with existing account + mock_get_user.return_value = MagicMock(email="existing@example.com") + mock_send_email.return_value = "token123" + + with self.app.test_request_context("/reset-password", method="POST", json={"email": "existing@example.com"}): + from controllers.console.auth.login import ResetPasswordSendEmailApi + + api = ResetPasswordSendEmailApi() + result = api.post() + + assert result == {"result": "success", "data": "token123"} diff --git a/api/tests/unit_tests/core/model_runtime/entities/test_llm_entities.py b/api/tests/unit_tests/core/model_runtime/entities/test_llm_entities.py new file mode 100644 index 0000000000..c10f7b89c3 --- /dev/null +++ b/api/tests/unit_tests/core/model_runtime/entities/test_llm_entities.py @@ -0,0 +1,148 @@ +"""Tests for LLMUsage entity.""" + +from decimal import Decimal + +from core.model_runtime.entities.llm_entities import LLMUsage, LLMUsageMetadata + + +class TestLLMUsage: + """Test cases for LLMUsage class.""" + + def test_from_metadata_with_all_tokens(self): + """Test from_metadata when all token types are provided.""" + metadata: LLMUsageMetadata = { + "prompt_tokens": 100, + "completion_tokens": 50, + "total_tokens": 150, + "prompt_unit_price": 0.001, + "completion_unit_price": 0.002, + "total_price": 0.2, + "currency": "USD", + "latency": 1.5, + } + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_tokens == 100 + assert usage.completion_tokens == 50 + assert usage.total_tokens == 150 + assert usage.prompt_unit_price == Decimal("0.001") + assert usage.completion_unit_price == Decimal("0.002") + assert usage.total_price == Decimal("0.2") + assert usage.currency == "USD" + assert usage.latency == 1.5 + + def test_from_metadata_with_prompt_tokens_only(self): + """Test from_metadata when only prompt_tokens is provided.""" + metadata: LLMUsageMetadata = { + "prompt_tokens": 100, + "total_tokens": 100, + } + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_tokens == 100 + assert usage.completion_tokens == 0 + assert usage.total_tokens == 100 + + def test_from_metadata_with_completion_tokens_only(self): + """Test from_metadata when only completion_tokens is provided.""" + metadata: LLMUsageMetadata = { + "completion_tokens": 50, + "total_tokens": 50, + } + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_tokens == 0 + assert usage.completion_tokens == 50 + assert usage.total_tokens == 50 + + def test_from_metadata_calculates_total_when_missing(self): + """Test from_metadata calculates total_tokens when not provided.""" + metadata: LLMUsageMetadata = { + "prompt_tokens": 100, + "completion_tokens": 50, + } + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_tokens == 100 + assert usage.completion_tokens == 50 + assert usage.total_tokens == 150 # Should be calculated + + def test_from_metadata_with_total_but_no_completion(self): + """ + Test from_metadata when total_tokens is provided but completion_tokens is 0. + This tests the fix for issue #24360 - prompt tokens should NOT be assigned to completion_tokens. + """ + metadata: LLMUsageMetadata = { + "prompt_tokens": 479, + "completion_tokens": 0, + "total_tokens": 521, + } + + usage = LLMUsage.from_metadata(metadata) + + # This is the key fix - prompt tokens should remain as prompt tokens + assert usage.prompt_tokens == 479 + assert usage.completion_tokens == 0 + assert usage.total_tokens == 521 + + def test_from_metadata_with_empty_metadata(self): + """Test from_metadata with empty metadata.""" + metadata: LLMUsageMetadata = {} + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_tokens == 0 + assert usage.completion_tokens == 0 + assert usage.total_tokens == 0 + assert usage.currency == "USD" + assert usage.latency == 0.0 + + def test_from_metadata_preserves_zero_completion_tokens(self): + """ + Test that zero completion_tokens are preserved when explicitly set. + This is important for agent nodes that only use prompt tokens. + """ + metadata: LLMUsageMetadata = { + "prompt_tokens": 1000, + "completion_tokens": 0, + "total_tokens": 1000, + "prompt_unit_price": 0.15, + "completion_unit_price": 0.60, + "prompt_price": 0.00015, + "completion_price": 0, + "total_price": 0.00015, + } + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_tokens == 1000 + assert usage.completion_tokens == 0 + assert usage.total_tokens == 1000 + assert usage.prompt_price == Decimal("0.00015") + assert usage.completion_price == Decimal(0) + assert usage.total_price == Decimal("0.00015") + + def test_from_metadata_with_decimal_values(self): + """Test from_metadata handles decimal values correctly.""" + metadata: LLMUsageMetadata = { + "prompt_tokens": 100, + "completion_tokens": 50, + "total_tokens": 150, + "prompt_unit_price": "0.001", + "completion_unit_price": "0.002", + "prompt_price": "0.1", + "completion_price": "0.1", + "total_price": "0.2", + } + + usage = LLMUsage.from_metadata(metadata) + + assert usage.prompt_unit_price == Decimal("0.001") + assert usage.completion_unit_price == Decimal("0.002") + assert usage.prompt_price == Decimal("0.1") + assert usage.completion_price == Decimal("0.1") + assert usage.total_price == Decimal("0.2") diff --git a/api/tests/unit_tests/core/plugin/__init__.py b/api/tests/unit_tests/core/plugin/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/core/plugin/utils/__init__.py b/api/tests/unit_tests/core/plugin/utils/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/core/plugin/utils/test_chunk_merger.py b/api/tests/unit_tests/core/plugin/utils/test_chunk_merger.py new file mode 100644 index 0000000000..e0eace0f2d --- /dev/null +++ b/api/tests/unit_tests/core/plugin/utils/test_chunk_merger.py @@ -0,0 +1,460 @@ +from collections.abc import Generator + +import pytest + +from core.agent.entities import AgentInvokeMessage +from core.plugin.utils.chunk_merger import FileChunk, merge_blob_chunks +from core.tools.entities.tool_entities import ToolInvokeMessage + + +class TestChunkMerger: + def test_file_chunk_initialization(self): + """Test FileChunk initialization.""" + chunk = FileChunk(1024) + assert chunk.bytes_written == 0 + assert chunk.total_length == 1024 + assert len(chunk.data) == 1024 + + def test_merge_blob_chunks_with_single_complete_chunk(self): + """Test merging a single complete blob chunk.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # First chunk (partial) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=10, blob=b"Hello", end=False + ), + ) + # Second chunk (final) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=10, blob=b"World", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + # The buffer should contain the complete data + assert result[0].message.blob[:10] == b"HelloWorld" + + def test_merge_blob_chunks_with_multiple_files(self): + """Test merging chunks from multiple files.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # File 1, chunk 1 + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=4, blob=b"AB", end=False + ), + ) + # File 2, chunk 1 + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file2", sequence=0, total_length=4, blob=b"12", end=False + ), + ) + # File 1, chunk 2 (final) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=4, blob=b"CD", end=True + ), + ) + # File 2, chunk 2 (final) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file2", sequence=1, total_length=4, blob=b"34", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 2 + # Check that both files are properly merged + assert all(r.type == ToolInvokeMessage.MessageType.BLOB for r in result) + + def test_merge_blob_chunks_passes_through_non_blob_messages(self): + """Test that non-blob messages pass through unchanged.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Text message + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.TEXT, + message=ToolInvokeMessage.TextMessage(text="Hello"), + ) + # Blob chunk + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=5, blob=b"Test", end=True + ), + ) + # Another text message + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.TEXT, + message=ToolInvokeMessage.TextMessage(text="World"), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 3 + assert result[0].type == ToolInvokeMessage.MessageType.TEXT + assert isinstance(result[0].message, ToolInvokeMessage.TextMessage) + assert result[0].message.text == "Hello" + assert result[1].type == ToolInvokeMessage.MessageType.BLOB + assert result[2].type == ToolInvokeMessage.MessageType.TEXT + assert isinstance(result[2].message, ToolInvokeMessage.TextMessage) + assert result[2].message.text == "World" + + def test_merge_blob_chunks_file_too_large(self): + """Test that error is raised when file exceeds max size.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Send a chunk that would exceed the limit + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=100, blob=b"x" * 1024, end=False + ), + ) + + with pytest.raises(ValueError) as exc_info: + list(merge_blob_chunks(mock_generator(), max_file_size=1000)) + assert "File is too large" in str(exc_info.value) + + def test_merge_blob_chunks_chunk_too_large(self): + """Test that error is raised when chunk exceeds max chunk size.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Send a chunk that exceeds the max chunk size + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=10000, blob=b"x" * 9000, end=False + ), + ) + + with pytest.raises(ValueError) as exc_info: + list(merge_blob_chunks(mock_generator(), max_chunk_size=8192)) + assert "File chunk is too large" in str(exc_info.value) + + def test_merge_blob_chunks_with_agent_invoke_message(self): + """Test that merge_blob_chunks works with AgentInvokeMessage.""" + + def mock_generator() -> Generator[AgentInvokeMessage, None, None]: + # First chunk + yield AgentInvokeMessage( + type=AgentInvokeMessage.MessageType.BLOB_CHUNK, + message=AgentInvokeMessage.BlobChunkMessage( + id="agent_file", sequence=0, total_length=8, blob=b"Agent", end=False + ), + ) + # Final chunk + yield AgentInvokeMessage( + type=AgentInvokeMessage.MessageType.BLOB_CHUNK, + message=AgentInvokeMessage.BlobChunkMessage( + id="agent_file", sequence=1, total_length=8, blob=b"Data", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0], AgentInvokeMessage) + assert result[0].type == AgentInvokeMessage.MessageType.BLOB + + def test_merge_blob_chunks_preserves_meta(self): + """Test that meta information is preserved in merged messages.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=4, blob=b"Test", end=True + ), + meta={"key": "value"}, + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].meta == {"key": "value"} + + def test_merge_blob_chunks_custom_limits(self): + """Test merge_blob_chunks with custom size limits.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # This should work with custom limits + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=500, blob=b"x" * 400, end=False + ), + ) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=500, blob=b"y" * 100, end=True + ), + ) + + # Should work with custom limits + result = list(merge_blob_chunks(mock_generator(), max_file_size=1000, max_chunk_size=500)) + assert len(result) == 1 + + # Should fail with smaller file size limit + def mock_generator2() -> Generator[ToolInvokeMessage, None, None]: + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=500, blob=b"x" * 400, end=False + ), + ) + + with pytest.raises(ValueError): + list(merge_blob_chunks(mock_generator2(), max_file_size=300)) + + def test_merge_blob_chunks_data_integrity(self): + """Test that merged chunks exactly match the original data.""" + # Create original data + original_data = b"This is a test message that will be split into chunks for testing purposes." + chunk_size = 20 + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Split original data into chunks + chunks = [] + for i in range(0, len(original_data), chunk_size): + chunk_data = original_data[i : i + chunk_size] + is_last = (i + chunk_size) >= len(original_data) + chunks.append((i // chunk_size, chunk_data, is_last)) + + # Yield chunks + for sequence, data, is_end in chunks: + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="test_file", + sequence=sequence, + total_length=len(original_data), + blob=data, + end=is_end, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + # Verify the merged data exactly matches the original + assert result[0].message.blob == original_data + + def test_merge_blob_chunks_empty_chunk(self): + """Test handling of empty chunks.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # First chunk with data + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=10, blob=b"Hello", end=False + ), + ) + # Empty chunk in the middle + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=10, blob=b"", end=False + ), + ) + # Final chunk with data + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=2, total_length=10, blob=b"World", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + # The final blob should contain "Hello" followed by "World" + assert result[0].message.blob[:10] == b"HelloWorld" + + def test_merge_blob_chunks_single_chunk_file(self): + """Test file that arrives as a single complete chunk.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Single chunk that is both first and last + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="single_chunk_file", + sequence=0, + total_length=11, + blob=b"Single Data", + end=True, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert result[0].message.blob == b"Single Data" + + def test_merge_blob_chunks_concurrent_files(self): + """Test that chunks from different files are properly separated.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Interleave chunks from three different files + files_data = { + "file1": b"First file content", + "file2": b"Second file data", + "file3": b"Third file", + } + + # First chunk from each file + for file_id, data in files_data.items(): + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id=file_id, + sequence=0, + total_length=len(data), + blob=data[:6], + end=False, + ), + ) + + # Second chunk from each file (final) + for file_id, data in files_data.items(): + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id=file_id, + sequence=1, + total_length=len(data), + blob=data[6:], + end=True, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 3 + + # Extract the blob data from results + blobs = set() + for r in result: + assert isinstance(r.message, ToolInvokeMessage.BlobMessage) + blobs.add(r.message.blob) + expected = {b"First file content", b"Second file data", b"Third file"} + assert blobs == expected + + def test_merge_blob_chunks_exact_buffer_size(self): + """Test that data fitting exactly in buffer works correctly.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Create data that exactly fills the declared buffer + exact_data = b"X" * 100 + + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="exact_file", + sequence=0, + total_length=100, + blob=exact_data[:50], + end=False, + ), + ) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="exact_file", + sequence=1, + total_length=100, + blob=exact_data[50:], + end=True, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert len(result[0].message.blob) == 100 + assert result[0].message.blob == b"X" * 100 + + def test_merge_blob_chunks_large_file_simulation(self): + """Test handling of a large file split into many chunks.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Simulate a 1MB file split into 128 chunks of 8KB each + chunk_size = 8192 + num_chunks = 128 + total_size = chunk_size * num_chunks + + for i in range(num_chunks): + # Create unique data for each chunk to verify ordering + chunk_data = bytes([i % 256]) * chunk_size + is_last = i == num_chunks - 1 + + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="large_file", + sequence=i, + total_length=total_size, + blob=chunk_data, + end=is_last, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert len(result[0].message.blob) == 1024 * 1024 + + # Verify the data pattern is correct + merged_data = result[0].message.blob + chunk_size = 8192 + num_chunks = 128 + for i in range(num_chunks): + chunk_start = i * chunk_size + chunk_end = chunk_start + chunk_size + expected_byte = i % 256 + chunk = merged_data[chunk_start:chunk_end] + assert all(b == expected_byte for b in chunk), f"Chunk {i} has incorrect data" + + def test_merge_blob_chunks_sequential_order_required(self): + """ + Test note: The current implementation assumes chunks arrive in sequential order. + Out-of-order chunks would need additional logic to handle properly. + This test documents the expected behavior with sequential chunks. + """ + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Chunks arriving in correct sequential order + data_parts = [b"First", b"Second", b"Third"] + total_length = sum(len(part) for part in data_parts) + + for i, part in enumerate(data_parts): + is_last = i == len(data_parts) - 1 + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="ordered_file", + sequence=i, + total_length=total_length, + blob=part, + end=is_last, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert result[0].message.blob == b"FirstSecondThird" diff --git a/api/tests/unit_tests/core/repositories/test_celery_workflow_execution_repository.py b/api/tests/unit_tests/core/repositories/test_celery_workflow_execution_repository.py index 450501c256..e7733b2317 100644 --- a/api/tests/unit_tests/core/repositories/test_celery_workflow_execution_repository.py +++ b/api/tests/unit_tests/core/repositories/test_celery_workflow_execution_repository.py @@ -5,7 +5,6 @@ These tests verify the Celery-based asynchronous storage functionality for workflow execution data. """ -from datetime import UTC, datetime from unittest.mock import Mock, patch from uuid import uuid4 @@ -13,6 +12,7 @@ import pytest from core.repositories.celery_workflow_execution_repository import CeleryWorkflowExecutionRepository from core.workflow.entities.workflow_execution import WorkflowExecution, WorkflowType +from libs.datetime_utils import naive_utc_now from models import Account, EndUser from models.enums import WorkflowRunTriggeredFrom @@ -56,7 +56,7 @@ def sample_workflow_execution(): workflow_version="1.0", graph={"nodes": [], "edges": []}, inputs={"input1": "value1"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) @@ -199,7 +199,7 @@ class TestCeleryWorkflowExecutionRepository: workflow_version="1.0", graph={"nodes": [], "edges": []}, inputs={"input1": "value1"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) exec2 = WorkflowExecution.new( id_=str(uuid4()), @@ -208,7 +208,7 @@ class TestCeleryWorkflowExecutionRepository: workflow_version="1.0", graph={"nodes": [], "edges": []}, inputs={"input2": "value2"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) # Save both executions @@ -235,7 +235,7 @@ class TestCeleryWorkflowExecutionRepository: workflow_version="1.0", graph={"nodes": [], "edges": []}, inputs={"input1": "value1"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) repo.save(execution) diff --git a/api/tests/unit_tests/core/repositories/test_celery_workflow_node_execution_repository.py b/api/tests/unit_tests/core/repositories/test_celery_workflow_node_execution_repository.py index b38d994f03..0c6fdc8f92 100644 --- a/api/tests/unit_tests/core/repositories/test_celery_workflow_node_execution_repository.py +++ b/api/tests/unit_tests/core/repositories/test_celery_workflow_node_execution_repository.py @@ -5,7 +5,6 @@ These tests verify the Celery-based asynchronous storage functionality for workflow node execution data. """ -from datetime import UTC, datetime from unittest.mock import Mock, patch from uuid import uuid4 @@ -18,6 +17,7 @@ from core.workflow.entities.workflow_node_execution import ( ) from core.workflow.nodes.enums import NodeType from core.workflow.repositories.workflow_node_execution_repository import OrderConfig +from libs.datetime_utils import naive_utc_now from models import Account, EndUser from models.workflow import WorkflowNodeExecutionTriggeredFrom @@ -65,7 +65,7 @@ def sample_workflow_node_execution(): title="Test Node", inputs={"input1": "value1"}, status=WorkflowNodeExecutionStatus.RUNNING, - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) @@ -263,7 +263,7 @@ class TestCeleryWorkflowNodeExecutionRepository: title="Node 1", inputs={"input1": "value1"}, status=WorkflowNodeExecutionStatus.RUNNING, - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) exec2 = WorkflowNodeExecution( id=str(uuid4()), @@ -276,7 +276,7 @@ class TestCeleryWorkflowNodeExecutionRepository: title="Node 2", inputs={"input2": "value2"}, status=WorkflowNodeExecutionStatus.RUNNING, - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) # Save both executions @@ -314,7 +314,7 @@ class TestCeleryWorkflowNodeExecutionRepository: title="Node 2", inputs={}, status=WorkflowNodeExecutionStatus.RUNNING, - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) exec2 = WorkflowNodeExecution( id=str(uuid4()), @@ -327,7 +327,7 @@ class TestCeleryWorkflowNodeExecutionRepository: title="Node 1", inputs={}, status=WorkflowNodeExecutionStatus.RUNNING, - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) # Save in random order diff --git a/api/tests/unit_tests/core/repositories/test_factory.py b/api/tests/unit_tests/core/repositories/test_factory.py index 5146e82e8f..30f51902ef 100644 --- a/api/tests/unit_tests/core/repositories/test_factory.py +++ b/api/tests/unit_tests/core/repositories/test_factory.py @@ -2,19 +2,19 @@ Unit tests for the RepositoryFactory. This module tests the factory pattern implementation for creating repository instances -based on configuration, including error handling and validation. +based on configuration, including error handling. """ from unittest.mock import MagicMock, patch import pytest -from pytest_mock import MockerFixture from sqlalchemy.engine import Engine from sqlalchemy.orm import sessionmaker from core.repositories.factory import DifyCoreRepositoryFactory, RepositoryImportError from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository +from libs.module_loading import import_string from models import Account, EndUser from models.enums import WorkflowRunTriggeredFrom from models.workflow import WorkflowNodeExecutionTriggeredFrom @@ -23,98 +23,30 @@ from models.workflow import WorkflowNodeExecutionTriggeredFrom class TestRepositoryFactory: """Test cases for RepositoryFactory.""" - def test_import_class_success(self): + def test_import_string_success(self): """Test successful class import.""" # Test importing a real class class_path = "unittest.mock.MagicMock" - result = DifyCoreRepositoryFactory._import_class(class_path) + result = import_string(class_path) assert result is MagicMock - def test_import_class_invalid_path(self): + def test_import_string_invalid_path(self): """Test import with invalid module path.""" - with pytest.raises(RepositoryImportError) as exc_info: - DifyCoreRepositoryFactory._import_class("invalid.module.path") - assert "Cannot import repository class" in str(exc_info.value) + with pytest.raises(ImportError) as exc_info: + import_string("invalid.module.path") + assert "No module named" in str(exc_info.value) - def test_import_class_invalid_class_name(self): + def test_import_string_invalid_class_name(self): """Test import with invalid class name.""" - with pytest.raises(RepositoryImportError) as exc_info: - DifyCoreRepositoryFactory._import_class("unittest.mock.NonExistentClass") - assert "Cannot import repository class" in str(exc_info.value) + with pytest.raises(ImportError) as exc_info: + import_string("unittest.mock.NonExistentClass") + assert "does not define" in str(exc_info.value) - def test_import_class_malformed_path(self): + def test_import_string_malformed_path(self): """Test import with malformed path (no dots).""" - with pytest.raises(RepositoryImportError) as exc_info: - DifyCoreRepositoryFactory._import_class("invalidpath") - assert "Cannot import repository class" in str(exc_info.value) - - def test_validate_repository_interface_success(self): - """Test successful interface validation.""" - - # Create a mock class that implements the required methods - class MockRepository: - def save(self): - pass - - def get_by_id(self): - pass - - # Create a mock interface class - class MockInterface: - def save(self): - pass - - def get_by_id(self): - pass - - # Should not raise an exception when all methods are present - DifyCoreRepositoryFactory._validate_repository_interface(MockRepository, MockInterface) - - def test_validate_repository_interface_missing_methods(self): - """Test interface validation with missing methods.""" - - # Create a mock class that's missing required methods - class IncompleteRepository: - def save(self): - pass - - # Missing get_by_id method - - # Create a mock interface that requires both methods - class MockInterface: - def save(self): - pass - - def get_by_id(self): - pass - - def missing_method(self): - pass - - with pytest.raises(RepositoryImportError) as exc_info: - DifyCoreRepositoryFactory._validate_repository_interface(IncompleteRepository, MockInterface) - assert "does not implement required methods" in str(exc_info.value) - - def test_validate_repository_interface_with_private_methods(self): - """Test that private methods are ignored during interface validation.""" - - class MockRepository: - def save(self): - pass - - def _private_method(self): - pass - - # Create a mock interface with private methods - class MockInterface: - def save(self): - pass - - def _private_method(self): - pass - - # Should not raise exception - private methods should be ignored - DifyCoreRepositoryFactory._validate_repository_interface(MockRepository, MockInterface) + with pytest.raises(ImportError) as exc_info: + import_string("invalidpath") + assert "doesn't look like a module path" in str(exc_info.value) @patch("core.repositories.factory.dify_config") def test_create_workflow_execution_repository_success(self, mock_config): @@ -133,11 +65,8 @@ class TestRepositoryFactory: mock_repository_instance = MagicMock(spec=WorkflowExecutionRepository) mock_repository_class.return_value = mock_repository_instance - # Mock the validation methods - with ( - patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class), - patch.object(DifyCoreRepositoryFactory, "_validate_repository_interface"), - ): + # Mock import_string + with patch("core.repositories.factory.import_string", return_value=mock_repository_class): result = DifyCoreRepositoryFactory.create_workflow_execution_repository( session_factory=mock_session_factory, user=mock_user, @@ -170,34 +99,7 @@ class TestRepositoryFactory: app_id="test-app-id", triggered_from=WorkflowRunTriggeredFrom.APP_RUN, ) - assert "Cannot import repository class" in str(exc_info.value) - - @patch("core.repositories.factory.dify_config") - def test_create_workflow_execution_repository_validation_error(self, mock_config, mocker: MockerFixture): - """Test WorkflowExecutionRepository creation with validation error.""" - # Setup mock configuration - mock_config.CORE_WORKFLOW_EXECUTION_REPOSITORY = "unittest.mock.MagicMock" - - mock_session_factory = MagicMock(spec=sessionmaker) - mock_user = MagicMock(spec=Account) - - # Mock the import to succeed but validation to fail - mock_repository_class = MagicMock() - mocker.patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class) - mocker.patch.object( - DifyCoreRepositoryFactory, - "_validate_repository_interface", - side_effect=RepositoryImportError("Interface validation failed"), - ) - - with pytest.raises(RepositoryImportError) as exc_info: - DifyCoreRepositoryFactory.create_workflow_execution_repository( - session_factory=mock_session_factory, - user=mock_user, - app_id="test-app-id", - triggered_from=WorkflowRunTriggeredFrom.APP_RUN, - ) - assert "Interface validation failed" in str(exc_info.value) + assert "Failed to create WorkflowExecutionRepository" in str(exc_info.value) @patch("core.repositories.factory.dify_config") def test_create_workflow_execution_repository_instantiation_error(self, mock_config): @@ -212,11 +114,8 @@ class TestRepositoryFactory: mock_repository_class = MagicMock() mock_repository_class.side_effect = Exception("Instantiation failed") - # Mock the validation methods to succeed - with ( - patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class), - patch.object(DifyCoreRepositoryFactory, "_validate_repository_interface"), - ): + # Mock import_string to return a failing class + with patch("core.repositories.factory.import_string", return_value=mock_repository_class): with pytest.raises(RepositoryImportError) as exc_info: DifyCoreRepositoryFactory.create_workflow_execution_repository( session_factory=mock_session_factory, @@ -243,11 +142,8 @@ class TestRepositoryFactory: mock_repository_instance = MagicMock(spec=WorkflowNodeExecutionRepository) mock_repository_class.return_value = mock_repository_instance - # Mock the validation methods - with ( - patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class), - patch.object(DifyCoreRepositoryFactory, "_validate_repository_interface"), - ): + # Mock import_string + with patch("core.repositories.factory.import_string", return_value=mock_repository_class): result = DifyCoreRepositoryFactory.create_workflow_node_execution_repository( session_factory=mock_session_factory, user=mock_user, @@ -280,34 +176,7 @@ class TestRepositoryFactory: app_id="test-app-id", triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP, ) - assert "Cannot import repository class" in str(exc_info.value) - - @patch("core.repositories.factory.dify_config") - def test_create_workflow_node_execution_repository_validation_error(self, mock_config, mocker: MockerFixture): - """Test WorkflowNodeExecutionRepository creation with validation error.""" - # Setup mock configuration - mock_config.CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY = "unittest.mock.MagicMock" - - mock_session_factory = MagicMock(spec=sessionmaker) - mock_user = MagicMock(spec=EndUser) - - # Mock the import to succeed but validation to fail - mock_repository_class = MagicMock() - mocker.patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class) - mocker.patch.object( - DifyCoreRepositoryFactory, - "_validate_repository_interface", - side_effect=RepositoryImportError("Interface validation failed"), - ) - - with pytest.raises(RepositoryImportError) as exc_info: - DifyCoreRepositoryFactory.create_workflow_node_execution_repository( - session_factory=mock_session_factory, - user=mock_user, - app_id="test-app-id", - triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP, - ) - assert "Interface validation failed" in str(exc_info.value) + assert "Failed to create WorkflowNodeExecutionRepository" in str(exc_info.value) @patch("core.repositories.factory.dify_config") def test_create_workflow_node_execution_repository_instantiation_error(self, mock_config): @@ -322,11 +191,8 @@ class TestRepositoryFactory: mock_repository_class = MagicMock() mock_repository_class.side_effect = Exception("Instantiation failed") - # Mock the validation methods to succeed - with ( - patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class), - patch.object(DifyCoreRepositoryFactory, "_validate_repository_interface"), - ): + # Mock import_string to return a failing class + with patch("core.repositories.factory.import_string", return_value=mock_repository_class): with pytest.raises(RepositoryImportError) as exc_info: DifyCoreRepositoryFactory.create_workflow_node_execution_repository( session_factory=mock_session_factory, @@ -359,11 +225,8 @@ class TestRepositoryFactory: mock_repository_instance = MagicMock(spec=WorkflowExecutionRepository) mock_repository_class.return_value = mock_repository_instance - # Mock the validation methods - with ( - patch.object(DifyCoreRepositoryFactory, "_import_class", return_value=mock_repository_class), - patch.object(DifyCoreRepositoryFactory, "_validate_repository_interface"), - ): + # Mock import_string + with patch("core.repositories.factory.import_string", return_value=mock_repository_class): result = DifyCoreRepositoryFactory.create_workflow_execution_repository( session_factory=mock_engine, # Using Engine instead of sessionmaker user=mock_user, diff --git a/api/tests/unit_tests/core/test_provider_configuration.py b/api/tests/unit_tests/core/test_provider_configuration.py new file mode 100644 index 0000000000..75621ecb6a --- /dev/null +++ b/api/tests/unit_tests/core/test_provider_configuration.py @@ -0,0 +1,308 @@ +from unittest.mock import Mock, patch + +import pytest + +from core.entities.provider_configuration import ProviderConfiguration, SystemConfigurationStatus +from core.entities.provider_entities import ( + CustomConfiguration, + ModelSettings, + ProviderQuotaType, + QuotaConfiguration, + QuotaUnit, + RestrictModel, + SystemConfiguration, +) +from core.model_runtime.entities.common_entities import I18nObject +from core.model_runtime.entities.model_entities import ModelType +from core.model_runtime.entities.provider_entities import ConfigurateMethod, ProviderEntity +from models.provider import Provider, ProviderType + + +@pytest.fixture +def mock_provider_entity(): + """Mock provider entity with basic configuration""" + provider_entity = ProviderEntity( + provider="openai", + label=I18nObject(en_US="OpenAI", zh_Hans="OpenAI"), + description=I18nObject(en_US="OpenAI provider", zh_Hans="OpenAI 提供商"), + icon_small=I18nObject(en_US="icon.png", zh_Hans="icon.png"), + icon_large=I18nObject(en_US="icon.png", zh_Hans="icon.png"), + background="background.png", + help=None, + supported_model_types=[ModelType.LLM], + configurate_methods=[ConfigurateMethod.PREDEFINED_MODEL], + provider_credential_schema=None, + model_credential_schema=None, + ) + + return provider_entity + + +@pytest.fixture +def mock_system_configuration(): + """Mock system configuration""" + quota_config = QuotaConfiguration( + quota_type=ProviderQuotaType.TRIAL, + quota_unit=QuotaUnit.TOKENS, + quota_limit=1000, + quota_used=0, + is_valid=True, + restrict_models=[RestrictModel(model="gpt-4", reason="Experimental", model_type=ModelType.LLM)], + ) + + system_config = SystemConfiguration( + enabled=True, + credentials={"openai_api_key": "test_key"}, + quota_configurations=[quota_config], + current_quota_type=ProviderQuotaType.TRIAL, + ) + + return system_config + + +@pytest.fixture +def mock_custom_configuration(): + """Mock custom configuration""" + custom_config = CustomConfiguration(provider=None, models=[]) + return custom_config + + +@pytest.fixture +def provider_configuration(mock_provider_entity, mock_system_configuration, mock_custom_configuration): + """Create a test provider configuration instance""" + with patch("core.entities.provider_configuration.original_provider_configurate_methods", {}): + return ProviderConfiguration( + tenant_id="test_tenant", + provider=mock_provider_entity, + preferred_provider_type=ProviderType.SYSTEM, + using_provider_type=ProviderType.SYSTEM, + system_configuration=mock_system_configuration, + custom_configuration=mock_custom_configuration, + model_settings=[], + ) + + +class TestProviderConfiguration: + """Test cases for ProviderConfiguration class""" + + def test_get_current_credentials_system_provider_success(self, provider_configuration): + """Test successfully getting credentials from system provider""" + # Arrange + provider_configuration.using_provider_type = ProviderType.SYSTEM + + # Act + credentials = provider_configuration.get_current_credentials(ModelType.LLM, "gpt-4") + + # Assert + assert credentials == {"openai_api_key": "test_key"} + + def test_get_current_credentials_model_disabled(self, provider_configuration): + """Test getting credentials when model is disabled""" + # Arrange + model_setting = ModelSettings( + model="gpt-4", + model_type=ModelType.LLM, + enabled=False, + load_balancing_configs=[], + has_invalid_load_balancing_configs=False, + ) + provider_configuration.model_settings = [model_setting] + + # Act & Assert + with pytest.raises(ValueError, match="Model gpt-4 is disabled"): + provider_configuration.get_current_credentials(ModelType.LLM, "gpt-4") + + def test_get_current_credentials_custom_provider_with_models(self, provider_configuration): + """Test getting credentials from custom provider with model configurations""" + # Arrange + provider_configuration.using_provider_type = ProviderType.CUSTOM + + mock_model_config = Mock() + mock_model_config.model_type = ModelType.LLM + mock_model_config.model = "gpt-4" + mock_model_config.credentials = {"openai_api_key": "custom_key"} + provider_configuration.custom_configuration.models = [mock_model_config] + + # Act + credentials = provider_configuration.get_current_credentials(ModelType.LLM, "gpt-4") + + # Assert + assert credentials == {"openai_api_key": "custom_key"} + + def test_get_system_configuration_status_active(self, provider_configuration): + """Test getting active system configuration status""" + # Arrange + provider_configuration.system_configuration.enabled = True + + # Act + status = provider_configuration.get_system_configuration_status() + + # Assert + assert status == SystemConfigurationStatus.ACTIVE + + def test_get_system_configuration_status_unsupported(self, provider_configuration): + """Test getting unsupported system configuration status""" + # Arrange + provider_configuration.system_configuration.enabled = False + + # Act + status = provider_configuration.get_system_configuration_status() + + # Assert + assert status == SystemConfigurationStatus.UNSUPPORTED + + def test_get_system_configuration_status_quota_exceeded(self, provider_configuration): + """Test getting quota exceeded system configuration status""" + # Arrange + provider_configuration.system_configuration.enabled = True + quota_config = provider_configuration.system_configuration.quota_configurations[0] + quota_config.is_valid = False + + # Act + status = provider_configuration.get_system_configuration_status() + + # Assert + assert status == SystemConfigurationStatus.QUOTA_EXCEEDED + + def test_is_custom_configuration_available_with_provider(self, provider_configuration): + """Test custom configuration availability with provider credentials""" + # Arrange + mock_provider = Mock() + mock_provider.available_credentials = ["openai_api_key"] + provider_configuration.custom_configuration.provider = mock_provider + provider_configuration.custom_configuration.models = [] + + # Act + result = provider_configuration.is_custom_configuration_available() + + # Assert + assert result is True + + def test_is_custom_configuration_available_with_models(self, provider_configuration): + """Test custom configuration availability with model configurations""" + # Arrange + provider_configuration.custom_configuration.provider = None + provider_configuration.custom_configuration.models = [Mock()] + + # Act + result = provider_configuration.is_custom_configuration_available() + + # Assert + assert result is True + + def test_is_custom_configuration_available_false(self, provider_configuration): + """Test custom configuration not available""" + # Arrange + provider_configuration.custom_configuration.provider = None + provider_configuration.custom_configuration.models = [] + + # Act + result = provider_configuration.is_custom_configuration_available() + + # Assert + assert result is False + + @patch("core.entities.provider_configuration.Session") + def test_get_provider_record_found(self, mock_session, provider_configuration): + """Test getting provider record successfully""" + # Arrange + mock_provider = Mock(spec=Provider) + mock_session_instance = Mock() + mock_session.return_value.__enter__.return_value = mock_session_instance + mock_session_instance.execute.return_value.scalar_one_or_none.return_value = mock_provider + + # Act + result = provider_configuration._get_provider_record(mock_session_instance) + + # Assert + assert result == mock_provider + + @patch("core.entities.provider_configuration.Session") + def test_get_provider_record_not_found(self, mock_session, provider_configuration): + """Test getting provider record when not found""" + # Arrange + mock_session_instance = Mock() + mock_session.return_value.__enter__.return_value = mock_session_instance + mock_session_instance.execute.return_value.scalar_one_or_none.return_value = None + + # Act + result = provider_configuration._get_provider_record(mock_session_instance) + + # Assert + assert result is None + + def test_init_with_customizable_model_only( + self, mock_provider_entity, mock_system_configuration, mock_custom_configuration + ): + """Test initialization with customizable model only configuration""" + # Arrange + mock_provider_entity.configurate_methods = [ConfigurateMethod.CUSTOMIZABLE_MODEL] + + # Act + with patch("core.entities.provider_configuration.original_provider_configurate_methods", {}): + config = ProviderConfiguration( + tenant_id="test_tenant", + provider=mock_provider_entity, + preferred_provider_type=ProviderType.SYSTEM, + using_provider_type=ProviderType.SYSTEM, + system_configuration=mock_system_configuration, + custom_configuration=mock_custom_configuration, + model_settings=[], + ) + + # Assert + assert ConfigurateMethod.PREDEFINED_MODEL in config.provider.configurate_methods + + def test_get_current_credentials_with_restricted_models(self, provider_configuration): + """Test getting credentials with model restrictions""" + # Arrange + provider_configuration.using_provider_type = ProviderType.SYSTEM + + # Act + credentials = provider_configuration.get_current_credentials(ModelType.LLM, "gpt-3.5-turbo") + + # Assert + assert credentials is not None + assert "openai_api_key" in credentials + + @patch("core.entities.provider_configuration.Session") + def test_get_specific_provider_credential_success(self, mock_session, provider_configuration): + """Test getting specific provider credential successfully""" + # Arrange + credential_id = "test_credential_id" + mock_credential = Mock() + mock_credential.encrypted_config = '{"openai_api_key": "encrypted_key"}' + + mock_session_instance = Mock() + mock_session.return_value.__enter__.return_value = mock_session_instance + mock_session_instance.execute.return_value.scalar_one_or_none.return_value = mock_credential + + # Act + with patch.object(provider_configuration, "_get_specific_provider_credential") as mock_get: + mock_get.return_value = {"openai_api_key": "test_key"} + result = provider_configuration._get_specific_provider_credential(credential_id) + + # Assert + assert result == {"openai_api_key": "test_key"} + + @patch("core.entities.provider_configuration.Session") + def test_get_specific_provider_credential_not_found(self, mock_session, provider_configuration): + """Test getting specific provider credential when not found""" + # Arrange + credential_id = "nonexistent_credential_id" + + mock_session_instance = Mock() + mock_session.return_value.__enter__.return_value = mock_session_instance + mock_session_instance.execute.return_value.scalar_one_or_none.return_value = None + + # Act & Assert + with patch.object(provider_configuration, "_get_specific_provider_credential") as mock_get: + mock_get.return_value = None + result = provider_configuration._get_specific_provider_credential(credential_id) + assert result is None + + # Act + credentials = provider_configuration.get_current_credentials(ModelType.LLM, "gpt-4") + + # Assert + assert credentials == {"openai_api_key": "test_key"} diff --git a/api/tests/unit_tests/core/test_provider_manager.py b/api/tests/unit_tests/core/test_provider_manager.py index 90d5a6f15b..2dab394029 100644 --- a/api/tests/unit_tests/core/test_provider_manager.py +++ b/api/tests/unit_tests/core/test_provider_manager.py @@ -1,190 +1,185 @@ -# from core.entities.provider_entities import ModelSettings -# from core.model_runtime.entities.model_entities import ModelType -# from core.model_runtime.model_providers.model_provider_factory import ModelProviderFactory -# from core.provider_manager import ProviderManager -# from models.provider import LoadBalancingModelConfig, ProviderModelSetting +import pytest + +from core.entities.provider_entities import ModelSettings +from core.model_runtime.entities.model_entities import ModelType +from core.provider_manager import ProviderManager +from models.provider import LoadBalancingModelConfig, ProviderModelSetting -# def test__to_model_settings(mocker): -# # Get all provider entities -# model_provider_factory = ModelProviderFactory("test_tenant") -# provider_entities = model_provider_factory.get_providers() +@pytest.fixture +def mock_provider_entity(mocker): + mock_entity = mocker.Mock() + mock_entity.provider = "openai" + mock_entity.configurate_methods = ["predefined-model"] + mock_entity.supported_model_types = [ModelType.LLM] -# provider_entity = None -# for provider in provider_entities: -# if provider.provider == "openai": -# provider_entity = provider + mock_entity.model_credential_schema = mocker.Mock() + mock_entity.model_credential_schema.credential_form_schemas = [] -# # Mocking the inputs -# provider_model_settings = [ -# ProviderModelSetting( -# id="id", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# enabled=True, -# load_balancing_enabled=True, -# ) -# ] -# load_balancing_model_configs = [ -# LoadBalancingModelConfig( -# id="id1", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# name="__inherit__", -# encrypted_config=None, -# enabled=True, -# ), -# LoadBalancingModelConfig( -# id="id2", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# name="first", -# encrypted_config='{"openai_api_key": "fake_key"}', -# enabled=True, -# ), -# ] - -# mocker.patch( -# "core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"} -# ) - -# provider_manager = ProviderManager() - -# # Running the method -# result = provider_manager._to_model_settings(provider_entity, -# provider_model_settings, load_balancing_model_configs) - -# # Asserting that the result is as expected -# assert len(result) == 1 -# assert isinstance(result[0], ModelSettings) -# assert result[0].model == "gpt-4" -# assert result[0].model_type == ModelType.LLM -# assert result[0].enabled is True -# assert len(result[0].load_balancing_configs) == 2 -# assert result[0].load_balancing_configs[0].name == "__inherit__" -# assert result[0].load_balancing_configs[1].name == "first" + return mock_entity -# def test__to_model_settings_only_one_lb(mocker): -# # Get all provider entities -# model_provider_factory = ModelProviderFactory("test_tenant") -# provider_entities = model_provider_factory.get_providers() +def test__to_model_settings(mocker, mock_provider_entity): + # Mocking the inputs + provider_model_settings = [ + ProviderModelSetting( + id="id", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + enabled=True, + load_balancing_enabled=True, + ) + ] + load_balancing_model_configs = [ + LoadBalancingModelConfig( + id="id1", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + name="__inherit__", + encrypted_config=None, + enabled=True, + ), + LoadBalancingModelConfig( + id="id2", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + name="first", + encrypted_config='{"openai_api_key": "fake_key"}', + enabled=True, + ), + ] -# provider_entity = None -# for provider in provider_entities: -# if provider.provider == "openai": -# provider_entity = provider + mocker.patch( + "core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"} + ) -# # Mocking the inputs -# provider_model_settings = [ -# ProviderModelSetting( -# id="id", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# enabled=True, -# load_balancing_enabled=True, -# ) -# ] -# load_balancing_model_configs = [ -# LoadBalancingModelConfig( -# id="id1", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# name="__inherit__", -# encrypted_config=None, -# enabled=True, -# ) -# ] + provider_manager = ProviderManager() -# mocker.patch( -# "core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"} -# ) + # Running the method + result = provider_manager._to_model_settings( + provider_entity=mock_provider_entity, + provider_model_settings=provider_model_settings, + load_balancing_model_configs=load_balancing_model_configs, + ) -# provider_manager = ProviderManager() - -# # Running the method -# result = provider_manager._to_model_settings( -# provider_entity, provider_model_settings, load_balancing_model_configs) - -# # Asserting that the result is as expected -# assert len(result) == 1 -# assert isinstance(result[0], ModelSettings) -# assert result[0].model == "gpt-4" -# assert result[0].model_type == ModelType.LLM -# assert result[0].enabled is True -# assert len(result[0].load_balancing_configs) == 0 + # Asserting that the result is as expected + assert len(result) == 1 + assert isinstance(result[0], ModelSettings) + assert result[0].model == "gpt-4" + assert result[0].model_type == ModelType.LLM + assert result[0].enabled is True + assert len(result[0].load_balancing_configs) == 2 + assert result[0].load_balancing_configs[0].name == "__inherit__" + assert result[0].load_balancing_configs[1].name == "first" -# def test__to_model_settings_lb_disabled(mocker): -# # Get all provider entities -# model_provider_factory = ModelProviderFactory("test_tenant") -# provider_entities = model_provider_factory.get_providers() +def test__to_model_settings_only_one_lb(mocker, mock_provider_entity): + # Mocking the inputs + provider_model_settings = [ + ProviderModelSetting( + id="id", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + enabled=True, + load_balancing_enabled=True, + ) + ] + load_balancing_model_configs = [ + LoadBalancingModelConfig( + id="id1", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + name="__inherit__", + encrypted_config=None, + enabled=True, + ) + ] -# provider_entity = None -# for provider in provider_entities: -# if provider.provider == "openai": -# provider_entity = provider + mocker.patch( + "core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"} + ) -# # Mocking the inputs -# provider_model_settings = [ -# ProviderModelSetting( -# id="id", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# enabled=True, -# load_balancing_enabled=False, -# ) -# ] -# load_balancing_model_configs = [ -# LoadBalancingModelConfig( -# id="id1", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# name="__inherit__", -# encrypted_config=None, -# enabled=True, -# ), -# LoadBalancingModelConfig( -# id="id2", -# tenant_id="tenant_id", -# provider_name="openai", -# model_name="gpt-4", -# model_type="text-generation", -# name="first", -# encrypted_config='{"openai_api_key": "fake_key"}', -# enabled=True, -# ), -# ] + provider_manager = ProviderManager() -# mocker.patch( -# "core.helper.model_provider_cache.ProviderCredentialsCache.get", -# return_value={"openai_api_key": "fake_key"} -# ) + # Running the method + result = provider_manager._to_model_settings( + provider_entity=mock_provider_entity, + provider_model_settings=provider_model_settings, + load_balancing_model_configs=load_balancing_model_configs, + ) -# provider_manager = ProviderManager() + # Asserting that the result is as expected + assert len(result) == 1 + assert isinstance(result[0], ModelSettings) + assert result[0].model == "gpt-4" + assert result[0].model_type == ModelType.LLM + assert result[0].enabled is True + assert len(result[0].load_balancing_configs) == 0 -# # Running the method -# result = provider_manager._to_model_settings(provider_entity, -# provider_model_settings, load_balancing_model_configs) -# # Asserting that the result is as expected -# assert len(result) == 1 -# assert isinstance(result[0], ModelSettings) -# assert result[0].model == "gpt-4" -# assert result[0].model_type == ModelType.LLM -# assert result[0].enabled is True -# assert len(result[0].load_balancing_configs) == 0 +def test__to_model_settings_lb_disabled(mocker, mock_provider_entity): + # Mocking the inputs + provider_model_settings = [ + ProviderModelSetting( + id="id", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + enabled=True, + load_balancing_enabled=False, + ) + ] + load_balancing_model_configs = [ + LoadBalancingModelConfig( + id="id1", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + name="__inherit__", + encrypted_config=None, + enabled=True, + ), + LoadBalancingModelConfig( + id="id2", + tenant_id="tenant_id", + provider_name="openai", + model_name="gpt-4", + model_type="text-generation", + name="first", + encrypted_config='{"openai_api_key": "fake_key"}', + enabled=True, + ), + ] + + mocker.patch( + "core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"} + ) + + provider_manager = ProviderManager() + + # Running the method + result = provider_manager._to_model_settings( + provider_entity=mock_provider_entity, + provider_model_settings=provider_model_settings, + load_balancing_model_configs=load_balancing_model_configs, + ) + + # Asserting that the result is as expected + assert len(result) == 1 + assert isinstance(result[0], ModelSettings) + assert result[0].model == "gpt-4" + assert result[0].model_type == ModelType.LLM + assert result[0].enabled is True + assert len(result[0].load_balancing_configs) == 0 diff --git a/api/tests/unit_tests/core/variables/test_segment_type.py b/api/tests/unit_tests/core/variables/test_segment_type.py index b33a83ba77..a197b617f3 100644 --- a/api/tests/unit_tests/core/variables/test_segment_type.py +++ b/api/tests/unit_tests/core/variables/test_segment_type.py @@ -23,6 +23,7 @@ class TestSegmentTypeIsArrayType: SegmentType.ARRAY_NUMBER, SegmentType.ARRAY_OBJECT, SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, ] expected_non_array_types = [ SegmentType.INTEGER, @@ -34,6 +35,7 @@ class TestSegmentTypeIsArrayType: SegmentType.FILE, SegmentType.NONE, SegmentType.GROUP, + SegmentType.BOOLEAN, ] for seg_type in expected_array_types: diff --git a/api/tests/unit_tests/core/variables/test_segment_type_validation.py b/api/tests/unit_tests/core/variables/test_segment_type_validation.py new file mode 100644 index 0000000000..e0541280d3 --- /dev/null +++ b/api/tests/unit_tests/core/variables/test_segment_type_validation.py @@ -0,0 +1,729 @@ +""" +Comprehensive unit tests for SegmentType.is_valid and SegmentType._validate_array methods. + +This module provides thorough testing of the validation logic for all SegmentType values, +including edge cases, error conditions, and different ArrayValidation strategies. +""" + +from dataclasses import dataclass +from typing import Any + +import pytest + +from core.file.enums import FileTransferMethod, FileType +from core.file.models import File +from core.variables.types import ArrayValidation, SegmentType + + +def create_test_file( + file_type: FileType = FileType.DOCUMENT, + transfer_method: FileTransferMethod = FileTransferMethod.LOCAL_FILE, + filename: str = "test.txt", + extension: str = ".txt", + mime_type: str = "text/plain", + size: int = 1024, +) -> File: + """Factory function to create File objects for testing.""" + return File( + tenant_id="test-tenant", + type=file_type, + transfer_method=transfer_method, + filename=filename, + extension=extension, + mime_type=mime_type, + size=size, + related_id="test-file-id" if transfer_method != FileTransferMethod.REMOTE_URL else None, + remote_url="https://example.com/file.txt" if transfer_method == FileTransferMethod.REMOTE_URL else None, + storage_key="test-storage-key", + ) + + +@dataclass +class ValidationTestCase: + """Test case data structure for validation tests.""" + + segment_type: SegmentType + value: Any + expected: bool + description: str + + def get_id(self): + return self.description + + +@dataclass +class ArrayValidationTestCase: + """Test case data structure for array validation tests.""" + + segment_type: SegmentType + value: Any + array_validation: ArrayValidation + expected: bool + description: str + + def get_id(self): + return self.description + + +# Test data construction functions +def get_boolean_cases() -> list[ValidationTestCase]: + return [ + # valid values + ValidationTestCase(SegmentType.BOOLEAN, True, True, "True boolean"), + ValidationTestCase(SegmentType.BOOLEAN, False, True, "False boolean"), + # Invalid values + ValidationTestCase(SegmentType.BOOLEAN, 1, False, "Integer 1 (not boolean)"), + ValidationTestCase(SegmentType.BOOLEAN, 0, False, "Integer 0 (not boolean)"), + ValidationTestCase(SegmentType.BOOLEAN, "true", False, "String 'true'"), + ValidationTestCase(SegmentType.BOOLEAN, "false", False, "String 'false'"), + ValidationTestCase(SegmentType.BOOLEAN, None, False, "None value"), + ValidationTestCase(SegmentType.BOOLEAN, [], False, "Empty list"), + ValidationTestCase(SegmentType.BOOLEAN, {}, False, "Empty dict"), + ] + + +def get_number_cases() -> list[ValidationTestCase]: + """Get test cases for valid number values.""" + return [ + # valid values + ValidationTestCase(SegmentType.NUMBER, 42, True, "Positive integer"), + ValidationTestCase(SegmentType.NUMBER, -42, True, "Negative integer"), + ValidationTestCase(SegmentType.NUMBER, 0, True, "Zero integer"), + ValidationTestCase(SegmentType.NUMBER, 3.14, True, "Positive float"), + ValidationTestCase(SegmentType.NUMBER, -3.14, True, "Negative float"), + ValidationTestCase(SegmentType.NUMBER, 0.0, True, "Zero float"), + ValidationTestCase(SegmentType.NUMBER, float("inf"), True, "Positive infinity"), + ValidationTestCase(SegmentType.NUMBER, float("-inf"), True, "Negative infinity"), + ValidationTestCase(SegmentType.NUMBER, float("nan"), True, "float(NaN)"), + # invalid number values + ValidationTestCase(SegmentType.NUMBER, "42", False, "String number"), + ValidationTestCase(SegmentType.NUMBER, None, False, "None value"), + ValidationTestCase(SegmentType.NUMBER, [], False, "Empty list"), + ValidationTestCase(SegmentType.NUMBER, {}, False, "Empty dict"), + ValidationTestCase(SegmentType.NUMBER, "3.14", False, "String float"), + ] + + +def get_string_cases() -> list[ValidationTestCase]: + """Get test cases for valid string values.""" + return [ + # valid values + ValidationTestCase(SegmentType.STRING, "", True, "Empty string"), + ValidationTestCase(SegmentType.STRING, "hello", True, "Simple string"), + ValidationTestCase(SegmentType.STRING, "🚀", True, "Unicode emoji"), + ValidationTestCase(SegmentType.STRING, "line1\nline2", True, "Multiline string"), + # invalid values + ValidationTestCase(SegmentType.STRING, 123, False, "Integer"), + ValidationTestCase(SegmentType.STRING, 3.14, False, "Float"), + ValidationTestCase(SegmentType.STRING, True, False, "Boolean"), + ValidationTestCase(SegmentType.STRING, None, False, "None value"), + ValidationTestCase(SegmentType.STRING, [], False, "Empty list"), + ValidationTestCase(SegmentType.STRING, {}, False, "Empty dict"), + ] + + +def get_object_cases() -> list[ValidationTestCase]: + """Get test cases for valid object values.""" + return [ + # valid cases + ValidationTestCase(SegmentType.OBJECT, {}, True, "Empty dict"), + ValidationTestCase(SegmentType.OBJECT, {"key": "value"}, True, "Simple dict"), + ValidationTestCase(SegmentType.OBJECT, {"a": 1, "b": 2}, True, "Dict with numbers"), + ValidationTestCase(SegmentType.OBJECT, {"nested": {"key": "value"}}, True, "Nested dict"), + ValidationTestCase(SegmentType.OBJECT, {"list": [1, 2, 3]}, True, "Dict with list"), + ValidationTestCase(SegmentType.OBJECT, {"mixed": [1, "two", {"three": 3}]}, True, "Complex dict"), + # invalid cases + ValidationTestCase(SegmentType.OBJECT, "not a dict", False, "String"), + ValidationTestCase(SegmentType.OBJECT, 123, False, "Integer"), + ValidationTestCase(SegmentType.OBJECT, 3.14, False, "Float"), + ValidationTestCase(SegmentType.OBJECT, True, False, "Boolean"), + ValidationTestCase(SegmentType.OBJECT, None, False, "None value"), + ValidationTestCase(SegmentType.OBJECT, [], False, "Empty list"), + ValidationTestCase(SegmentType.OBJECT, [1, 2, 3], False, "List with values"), + ] + + +def get_secret_cases() -> list[ValidationTestCase]: + """Get test cases for valid secret values.""" + return [ + # valid cases + ValidationTestCase(SegmentType.SECRET, "", True, "Empty secret"), + ValidationTestCase(SegmentType.SECRET, "secret", True, "Simple secret"), + ValidationTestCase(SegmentType.SECRET, "api_key_123", True, "API key format"), + ValidationTestCase(SegmentType.SECRET, "very_long_secret_key_with_special_chars!@#", True, "Complex secret"), + # invalid cases + ValidationTestCase(SegmentType.SECRET, 123, False, "Integer"), + ValidationTestCase(SegmentType.SECRET, 3.14, False, "Float"), + ValidationTestCase(SegmentType.SECRET, True, False, "Boolean"), + ValidationTestCase(SegmentType.SECRET, None, False, "None value"), + ValidationTestCase(SegmentType.SECRET, [], False, "Empty list"), + ValidationTestCase(SegmentType.SECRET, {}, False, "Empty dict"), + ] + + +def get_file_cases() -> list[ValidationTestCase]: + """Get test cases for valid file values.""" + test_file = create_test_file() + image_file = create_test_file( + file_type=FileType.IMAGE, filename="image.jpg", extension=".jpg", mime_type="image/jpeg" + ) + remote_file = create_test_file( + transfer_method=FileTransferMethod.REMOTE_URL, filename="remote.pdf", extension=".pdf" + ) + + return [ + # valid cases + ValidationTestCase(SegmentType.FILE, test_file, True, "Document file"), + ValidationTestCase(SegmentType.FILE, image_file, True, "Image file"), + ValidationTestCase(SegmentType.FILE, remote_file, True, "Remote file"), + # invalid cases + ValidationTestCase(SegmentType.FILE, "not a file", False, "String"), + ValidationTestCase(SegmentType.FILE, 123, False, "Integer"), + ValidationTestCase(SegmentType.FILE, {"filename": "test.txt"}, False, "Dict resembling file"), + ValidationTestCase(SegmentType.FILE, None, False, "None value"), + ValidationTestCase(SegmentType.FILE, [], False, "Empty list"), + ValidationTestCase(SegmentType.FILE, True, False, "Boolean"), + ] + + +def get_none_cases() -> list[ValidationTestCase]: + """Get test cases for valid none values.""" + return [ + # valid cases + ValidationTestCase(SegmentType.NONE, None, True, "None value"), + # invalid cases + ValidationTestCase(SegmentType.NONE, "", False, "Empty string"), + ValidationTestCase(SegmentType.NONE, 0, False, "Zero integer"), + ValidationTestCase(SegmentType.NONE, 0.0, False, "Zero float"), + ValidationTestCase(SegmentType.NONE, False, False, "False boolean"), + ValidationTestCase(SegmentType.NONE, [], False, "Empty list"), + ValidationTestCase(SegmentType.NONE, {}, False, "Empty dict"), + ValidationTestCase(SegmentType.NONE, "null", False, "String 'null'"), + ] + + +def get_array_any_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_ANY validation.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, + [1, "string", 3.14, {"key": "value"}, True], + ArrayValidation.NONE, + True, + "Mixed types with NONE validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, + [1, "string", 3.14, {"key": "value"}, True], + ArrayValidation.FIRST, + True, + "Mixed types with FIRST validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, + [1, "string", 3.14, {"key": "value"}, True], + ArrayValidation.ALL, + True, + "Mixed types with ALL validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, [None, None, None], ArrayValidation.ALL, True, "All None values" + ), + ] + + +def get_array_string_validation_none_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_STRING validation with NONE strategy.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + ["hello", "world"], + ArrayValidation.NONE, + True, + "Valid strings with NONE validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + [123, 456], + ArrayValidation.NONE, + True, + "Invalid elements with NONE validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + ["valid", 123, True], + ArrayValidation.NONE, + True, + "Mixed types with NONE validation", + ), + ] + + +def get_array_string_validation_first_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_STRING validation with FIRST strategy.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["hello", "world"], ArrayValidation.FIRST, True, "All valid strings" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + ["hello", 123, True], + ArrayValidation.FIRST, + True, + "First valid, others invalid", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + [123, "hello", "world"], + ArrayValidation.FIRST, + False, + "First invalid, others valid", + ), + ArrayValidationTestCase(SegmentType.ARRAY_STRING, [None, "hello"], ArrayValidation.FIRST, False, "First None"), + ] + + +def get_array_string_validation_all_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_STRING validation with ALL strategy.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["hello", "world", "test"], ArrayValidation.ALL, True, "All valid strings" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["hello", 123, "world"], ArrayValidation.ALL, False, "One invalid element" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, [123, 456, 789], ArrayValidation.ALL, False, "All invalid elements" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["valid", None, "also_valid"], ArrayValidation.ALL, False, "Contains None" + ), + ] + + +def get_array_number_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_NUMBER validation with different strategies.""" + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [1, 2.5, 3], ArrayValidation.NONE, True, "Valid numbers with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, ["not", "numbers"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [42, "not a number"], ArrayValidation.FIRST, True, "First valid number" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, ["not a number", 42], ArrayValidation.FIRST, False, "First invalid" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [3.14, 2.71, 1.41], ArrayValidation.FIRST, True, "All valid floats" + ), + # ALL strategy + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [1, 2, 3, 4.5], ArrayValidation.ALL, True, "All valid numbers" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [1, "invalid", 3], ArrayValidation.ALL, False, "One invalid element" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, + [float("inf"), float("-inf"), float("nan")], + ArrayValidation.ALL, + True, + "Special float values", + ), + ] + + +def get_array_object_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_OBJECT validation with different strategies.""" + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, [{}, {"key": "value"}], ArrayValidation.NONE, True, "Valid objects with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, ["not", "objects"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + [{"valid": "object"}, "not an object"], + ArrayValidation.FIRST, + True, + "First valid object", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + ["not an object", {"valid": "object"}], + ArrayValidation.FIRST, + False, + "First invalid", + ), + # ALL strategy + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + [{}, {"a": 1}, {"nested": {"key": "value"}}], + ArrayValidation.ALL, + True, + "All valid objects", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + [{"valid": "object"}, "invalid", {"another": "object"}], + ArrayValidation.ALL, + False, + "One invalid element", + ), + ] + + +def get_array_file_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_FILE validation with different strategies.""" + file1 = create_test_file(filename="file1.txt") + file2 = create_test_file(filename="file2.txt") + + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, [file1, file2], ArrayValidation.NONE, True, "Valid files with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, ["not", "files"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, [file1, "not a file"], ArrayValidation.FIRST, True, "First valid file" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, ["not a file", file1], ArrayValidation.FIRST, False, "First invalid" + ), + # ALL strategy + ArrayValidationTestCase(SegmentType.ARRAY_FILE, [file1, file2], ArrayValidation.ALL, True, "All valid files"), + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, [file1, "invalid", file2], ArrayValidation.ALL, False, "One invalid element" + ), + ] + + +def get_array_boolean_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_BOOLEAN validation with different strategies.""" + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, False, True], ArrayValidation.NONE, True, "Valid booleans with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [1, 0, "true"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, 1, 0], ArrayValidation.FIRST, True, "First valid boolean" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [1, True, False], ArrayValidation.FIRST, False, "First invalid (integer 1)" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [0, True, False], ArrayValidation.FIRST, False, "First invalid (integer 0)" + ), + # ALL strategy + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, False, True, False], ArrayValidation.ALL, True, "All valid booleans" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, 1, False], ArrayValidation.ALL, False, "One invalid element (integer)" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, + [True, "false", False], + ArrayValidation.ALL, + False, + "One invalid element (string)", + ), + ] + + +class TestSegmentTypeIsValid: + """Test suite for SegmentType.is_valid method covering all non-array types.""" + + @pytest.mark.parametrize("case", get_boolean_cases(), ids=lambda case: case.description) + def test_boolean_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_number_cases(), ids=lambda case: case.description) + def test_number_validation(self, case: ValidationTestCase): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_string_cases(), ids=lambda case: case.description) + def test_string_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_object_cases(), ids=lambda case: case.description) + def test_object_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_secret_cases(), ids=lambda case: case.description) + def test_secret_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_file_cases(), ids=lambda case: case.description) + def test_file_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_none_cases(), ids=lambda case: case.description) + def test_none_validation_valid_cases(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + def test_unsupported_segment_type_raises_assertion_error(self): + """Test that unsupported SegmentType values raise AssertionError.""" + # GROUP is not handled in is_valid method + with pytest.raises(AssertionError, match="this statement should be unreachable"): + SegmentType.GROUP.is_valid("any value") + + +class TestSegmentTypeArrayValidation: + """Test suite for SegmentType._validate_array method and array type validation.""" + + def test_array_validation_non_list_values(self): + """Test that non-list values return False for all array types.""" + array_types = [ + SegmentType.ARRAY_ANY, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, + ] + + non_list_values = [ + "not a list", + 123, + 3.14, + True, + None, + {"key": "value"}, + create_test_file(), + ] + + for array_type in array_types: + for value in non_list_values: + assert array_type.is_valid(value) is False, f"{array_type} should reject {type(value).__name__}" + + def test_empty_array_validation(self): + """Test that empty arrays are valid for all array types regardless of validation strategy.""" + array_types = [ + SegmentType.ARRAY_ANY, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, + ] + + validation_strategies = [ArrayValidation.NONE, ArrayValidation.FIRST, ArrayValidation.ALL] + + for array_type in array_types: + for strategy in validation_strategies: + assert array_type.is_valid([], strategy) is True, ( + f"{array_type} should accept empty array with {strategy}" + ) + + @pytest.mark.parametrize("case", get_array_any_validation_cases(), ids=lambda case: case.description) + def test_array_any_validation(self, case): + """Test ARRAY_ANY validation accepts any list regardless of content.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_string_validation_none_cases(), ids=lambda case: case.description) + def test_array_string_validation_with_none_strategy(self, case): + """Test ARRAY_STRING validation with NONE strategy (no element validation).""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_string_validation_first_cases(), ids=lambda case: case.description) + def test_array_string_validation_with_first_strategy(self, case): + """Test ARRAY_STRING validation with FIRST strategy (validate first element only).""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_string_validation_all_cases(), ids=lambda case: case.description) + def test_array_string_validation_with_all_strategy(self, case): + """Test ARRAY_STRING validation with ALL strategy (validate all elements).""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_number_validation_cases(), ids=lambda case: case.description) + def test_array_number_validation_with_different_strategies(self, case): + """Test ARRAY_NUMBER validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_object_validation_cases(), ids=lambda case: case.description) + def test_array_object_validation_with_different_strategies(self, case): + """Test ARRAY_OBJECT validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_file_validation_cases(), ids=lambda case: case.description) + def test_array_file_validation_with_different_strategies(self, case): + """Test ARRAY_FILE validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_boolean_validation_cases(), ids=lambda case: case.description) + def test_array_boolean_validation_with_different_strategies(self, case): + """Test ARRAY_BOOLEAN validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + def test_default_array_validation_strategy(self): + """Test that default array validation strategy is FIRST.""" + # When no array_validation parameter is provided, it should default to FIRST + assert SegmentType.ARRAY_STRING.is_valid(["valid", 123]) is False # First element valid + assert SegmentType.ARRAY_STRING.is_valid([123, "valid"]) is False # First element invalid + + assert SegmentType.ARRAY_NUMBER.is_valid([42, "invalid"]) is False # First element valid + assert SegmentType.ARRAY_NUMBER.is_valid(["invalid", 42]) is False # First element invalid + + def test_array_validation_edge_cases(self): + """Test edge cases for array validation.""" + # Test with nested arrays (should be invalid for specific array types) + nested_array = [["nested", "array"], ["another", "nested"]] + + assert SegmentType.ARRAY_STRING.is_valid(nested_array, ArrayValidation.FIRST) is False + assert SegmentType.ARRAY_STRING.is_valid(nested_array, ArrayValidation.ALL) is False + assert SegmentType.ARRAY_ANY.is_valid(nested_array, ArrayValidation.ALL) is True + + # Test with very large arrays (performance consideration) + large_valid_array = ["string"] * 1000 + large_mixed_array = ["string"] * 999 + [123] # Last element invalid + + assert SegmentType.ARRAY_STRING.is_valid(large_valid_array, ArrayValidation.ALL) is True + assert SegmentType.ARRAY_STRING.is_valid(large_mixed_array, ArrayValidation.ALL) is False + assert SegmentType.ARRAY_STRING.is_valid(large_mixed_array, ArrayValidation.FIRST) is True + + +class TestSegmentTypeValidationIntegration: + """Integration tests for SegmentType validation covering interactions between methods.""" + + def test_non_array_types_ignore_array_validation_parameter(self): + """Test that non-array types ignore the array_validation parameter.""" + non_array_types = [ + SegmentType.STRING, + SegmentType.NUMBER, + SegmentType.BOOLEAN, + SegmentType.OBJECT, + SegmentType.SECRET, + SegmentType.FILE, + SegmentType.NONE, + ] + + for segment_type in non_array_types: + # Create appropriate valid value for each type + valid_value: Any + if segment_type == SegmentType.STRING: + valid_value = "test" + elif segment_type == SegmentType.NUMBER: + valid_value = 42 + elif segment_type == SegmentType.BOOLEAN: + valid_value = True + elif segment_type == SegmentType.OBJECT: + valid_value = {"key": "value"} + elif segment_type == SegmentType.SECRET: + valid_value = "secret" + elif segment_type == SegmentType.FILE: + valid_value = create_test_file() + elif segment_type == SegmentType.NONE: + valid_value = None + else: + continue # Skip unsupported types + + # All array validation strategies should give the same result + result_none = segment_type.is_valid(valid_value, ArrayValidation.NONE) + result_first = segment_type.is_valid(valid_value, ArrayValidation.FIRST) + result_all = segment_type.is_valid(valid_value, ArrayValidation.ALL) + + assert result_none == result_first == result_all == True, ( + f"{segment_type} should ignore array_validation parameter" + ) + + def test_comprehensive_type_coverage(self): + """Test that all SegmentType enum values are covered in validation tests.""" + all_segment_types = set(SegmentType) + + # Types that should be handled by is_valid method + handled_types = { + # Non-array types + SegmentType.STRING, + SegmentType.NUMBER, + SegmentType.BOOLEAN, + SegmentType.OBJECT, + SegmentType.SECRET, + SegmentType.FILE, + SegmentType.NONE, + # Array types + SegmentType.ARRAY_ANY, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, + } + + # Types that are not handled by is_valid (should raise AssertionError) + unhandled_types = { + SegmentType.GROUP, + SegmentType.INTEGER, # Handled by NUMBER validation logic + SegmentType.FLOAT, # Handled by NUMBER validation logic + } + + # Verify all types are accounted for + assert handled_types | unhandled_types == all_segment_types, "All SegmentType values should be categorized" + + # Test that handled types work correctly + for segment_type in handled_types: + if segment_type.is_array_type(): + # Test with empty array (should always be valid) + assert segment_type.is_valid([]) is True, f"{segment_type} should accept empty array" + else: + # Test with appropriate valid value + if segment_type == SegmentType.STRING: + assert segment_type.is_valid("test") is True + elif segment_type == SegmentType.NUMBER: + assert segment_type.is_valid(42) is True + elif segment_type == SegmentType.BOOLEAN: + assert segment_type.is_valid(True) is True + elif segment_type == SegmentType.OBJECT: + assert segment_type.is_valid({}) is True + elif segment_type == SegmentType.SECRET: + assert segment_type.is_valid("secret") is True + elif segment_type == SegmentType.FILE: + assert segment_type.is_valid(create_test_file()) is True + elif segment_type == SegmentType.NONE: + assert segment_type.is_valid(None) is True + + def test_boolean_vs_integer_type_distinction(self): + """Test the important distinction between boolean and integer types in validation.""" + # This tests the comment in the code about bool being a subclass of int + + # Boolean type should only accept actual booleans, not integers + assert SegmentType.BOOLEAN.is_valid(True) is True + assert SegmentType.BOOLEAN.is_valid(False) is True + assert SegmentType.BOOLEAN.is_valid(1) is False # Integer 1, not boolean + assert SegmentType.BOOLEAN.is_valid(0) is False # Integer 0, not boolean + + # Number type should accept both integers and floats, including booleans (since bool is subclass of int) + assert SegmentType.NUMBER.is_valid(42) is True + assert SegmentType.NUMBER.is_valid(3.14) is True + assert SegmentType.NUMBER.is_valid(True) is True # bool is subclass of int + assert SegmentType.NUMBER.is_valid(False) is True # bool is subclass of int + + def test_array_validation_recursive_behavior(self): + """Test that array validation correctly handles recursive validation calls.""" + # When validating array elements, _validate_array calls is_valid recursively + # with ArrayValidation.NONE to avoid infinite recursion + + # Test nested validation doesn't cause issues + nested_arrays = [["inner", "array"], ["another", "inner"]] + + # ARRAY_ANY should accept nested arrays + assert SegmentType.ARRAY_ANY.is_valid(nested_arrays, ArrayValidation.ALL) is True + + # ARRAY_STRING should reject nested arrays (first element is not a string) + assert SegmentType.ARRAY_STRING.is_valid(nested_arrays, ArrayValidation.FIRST) is False + assert SegmentType.ARRAY_STRING.is_valid(nested_arrays, ArrayValidation.ALL) is False diff --git a/api/tests/unit_tests/core/workflow/nodes/answer/test_answer_stream_processor.py b/api/tests/unit_tests/core/workflow/nodes/answer/test_answer_stream_processor.py index 137e8b889d..8b1b9a55bc 100644 --- a/api/tests/unit_tests/core/workflow/nodes/answer/test_answer_stream_processor.py +++ b/api/tests/unit_tests/core/workflow/nodes/answer/test_answer_stream_processor.py @@ -1,6 +1,5 @@ import uuid from collections.abc import Generator -from datetime import UTC, datetime from core.workflow.entities.variable_pool import VariablePool from core.workflow.graph_engine.entities.event import ( @@ -15,6 +14,7 @@ from core.workflow.nodes.answer.answer_stream_processor import AnswerStreamProce from core.workflow.nodes.enums import NodeType from core.workflow.nodes.start.entities import StartNodeData from core.workflow.system_variable import SystemVariable +from libs.datetime_utils import naive_utc_now def _recursive_process(graph: Graph, next_node_id: str) -> Generator[GraphEngineEvent, None, None]: @@ -29,7 +29,7 @@ def _recursive_process(graph: Graph, next_node_id: str) -> Generator[GraphEngine def _publish_events(graph: Graph, next_node_id: str) -> Generator[GraphEngineEvent, None, None]: - route_node_state = RouteNodeState(node_id=next_node_id, start_at=datetime.now(UTC).replace(tzinfo=None)) + route_node_state = RouteNodeState(node_id=next_node_id, start_at=naive_utc_now()) parallel_id = graph.node_parallel_mapping.get(next_node_id) parallel_start_node_id = None @@ -68,7 +68,7 @@ def _publish_events(graph: Graph, next_node_id: str) -> Generator[GraphEngineEve ) route_node_state.status = RouteNodeState.Status.SUCCESS - route_node_state.finished_at = datetime.now(UTC).replace(tzinfo=None) + route_node_state.finished_at = naive_utc_now() yield NodeRunSucceededEvent( id=node_execution_id, node_id=next_node_id, diff --git a/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/__init__.py b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_entities.py b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_entities.py new file mode 100644 index 0000000000..b28d1d3d0a --- /dev/null +++ b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_entities.py @@ -0,0 +1,27 @@ +from core.variables.types import SegmentType +from core.workflow.nodes.parameter_extractor.entities import ParameterConfig + + +class TestParameterConfig: + def test_select_type(self): + data = { + "name": "yes_or_no", + "type": "select", + "options": ["yes", "no"], + "description": "a simple select made of `yes` and `no`", + "required": True, + } + + pc = ParameterConfig.model_validate(data) + assert pc.type == SegmentType.STRING + assert pc.options == data["options"] + + def test_validate_bool_type(self): + data = { + "name": "boolean", + "type": "bool", + "description": "a simple boolean parameter", + "required": True, + } + pc = ParameterConfig.model_validate(data) + assert pc.type == SegmentType.BOOLEAN diff --git a/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_parameter_extractor_node.py b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_parameter_extractor_node.py new file mode 100644 index 0000000000..b9947d4693 --- /dev/null +++ b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_parameter_extractor_node.py @@ -0,0 +1,567 @@ +""" +Test cases for ParameterExtractorNode._validate_result and _transform_result methods. +""" + +from dataclasses import dataclass +from typing import Any + +import pytest + +from core.model_runtime.entities import LLMMode +from core.variables.types import SegmentType +from core.workflow.nodes.llm import ModelConfig, VisionConfig +from core.workflow.nodes.parameter_extractor.entities import ParameterConfig, ParameterExtractorNodeData +from core.workflow.nodes.parameter_extractor.exc import ( + InvalidNumberOfParametersError, + InvalidSelectValueError, + InvalidValueTypeError, + RequiredParameterMissingError, +) +from core.workflow.nodes.parameter_extractor.parameter_extractor_node import ParameterExtractorNode +from factories.variable_factory import build_segment_with_type + + +@dataclass +class ValidTestCase: + """Test case data for valid scenarios.""" + + name: str + parameters: list[ParameterConfig] + result: dict[str, Any] + + def get_name(self) -> str: + return self.name + + +@dataclass +class ErrorTestCase: + """Test case data for error scenarios.""" + + name: str + parameters: list[ParameterConfig] + result: dict[str, Any] + expected_exception: type[Exception] + expected_message: str + + def get_name(self) -> str: + return self.name + + +@dataclass +class TransformTestCase: + """Test case data for transformation scenarios.""" + + name: str + parameters: list[ParameterConfig] + input_result: dict[str, Any] + expected_result: dict[str, Any] + + def get_name(self) -> str: + return self.name + + +class TestParameterExtractorNodeMethods: + """Test helper class that provides access to the methods under test.""" + + def validate_result(self, data: ParameterExtractorNodeData, result: dict[str, Any]) -> dict[str, Any]: + """Wrapper to call _validate_result method.""" + node = ParameterExtractorNode.__new__(ParameterExtractorNode) + return node._validate_result(data=data, result=result) + + def transform_result(self, data: ParameterExtractorNodeData, result: dict[str, Any]) -> dict[str, Any]: + """Wrapper to call _transform_result method.""" + node = ParameterExtractorNode.__new__(ParameterExtractorNode) + return node._transform_result(data=data, result=result) + + +class TestValidateResult: + """Test cases for _validate_result method.""" + + @staticmethod + def get_valid_test_cases() -> list[ValidTestCase]: + """Get test cases that should pass validation.""" + return [ + ValidTestCase( + name="single_string_parameter", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + result={"name": "John"}, + ), + ValidTestCase( + name="single_number_parameter_int", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + result={"age": 25}, + ), + ValidTestCase( + name="single_number_parameter_float", + parameters=[ParameterConfig(name="price", type=SegmentType.NUMBER, description="Price", required=True)], + result={"price": 19.99}, + ), + ValidTestCase( + name="single_bool_parameter_true", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": True}, + ), + ValidTestCase( + name="single_bool_parameter_true", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": True}, + ), + ValidTestCase( + name="single_bool_parameter_false", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": False}, + ), + ValidTestCase( + name="select_parameter_valid_option", + parameters=[ + ParameterConfig( + name="status", + type="select", # pyright: ignore[reportArgumentType] + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + result={"status": "active"}, + ), + ValidTestCase( + name="array_string_parameter", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": ["tag1", "tag2", "tag3"]}, + ), + ValidTestCase( + name="array_number_parameter", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + result={"scores": [85, 92.5, 78]}, + ), + ValidTestCase( + name="array_object_parameter", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + result={"items": [{"name": "item1"}, {"name": "item2"}]}, + ), + ValidTestCase( + name="multiple_parameters", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True), + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True), + ], + result={"name": "John", "age": 25, "active": True}, + ), + ValidTestCase( + name="optional_parameter_present", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="nickname", type=SegmentType.STRING, description="Nickname", required=False), + ], + result={"name": "John", "nickname": "Johnny"}, + ), + ValidTestCase( + name="empty_array_parameter", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": []}, + ), + ] + + @staticmethod + def get_error_test_cases() -> list[ErrorTestCase]: + """Get test cases that should raise exceptions.""" + return [ + ErrorTestCase( + name="invalid_number_of_parameters_too_few", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True), + ], + result={"name": "John"}, + expected_exception=InvalidNumberOfParametersError, + expected_message="Invalid number of parameters", + ), + ErrorTestCase( + name="invalid_number_of_parameters_too_many", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + result={"name": "John", "age": 25}, + expected_exception=InvalidNumberOfParametersError, + expected_message="Invalid number of parameters", + ), + ErrorTestCase( + name="invalid_string_value_none", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ], + result={"name": None}, # Parameter present but None value, will trigger type check first + expected_exception=InvalidValueTypeError, + expected_message="Invalid value for parameter name, expected segment type: string, actual_type: none", + ), + ErrorTestCase( + name="invalid_select_value", + parameters=[ + ParameterConfig( + name="status", + type="select", # type: ignore + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + result={"status": "pending"}, + expected_exception=InvalidSelectValueError, + expected_message="Invalid `select` value for parameter status", + ), + ErrorTestCase( + name="invalid_number_value_string", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + result={"age": "twenty-five"}, + expected_exception=InvalidValueTypeError, + expected_message="Invalid value for parameter age, expected segment type: number, actual_type: string", + ), + ErrorTestCase( + name="invalid_bool_value_string", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": "yes"}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter active, expected segment type: boolean, actual_type: string" + ), + ), + ErrorTestCase( + name="invalid_string_value_number", + parameters=[ + ParameterConfig( + name="description", type=SegmentType.STRING, description="Description", required=True + ) + ], + result={"description": 123}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter description, expected segment type: string, actual_type: integer" + ), + ), + ErrorTestCase( + name="invalid_array_value_not_list", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": "tag1,tag2,tag3"}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter tags, expected segment type: array[string], actual_type: string" + ), + ), + ErrorTestCase( + name="invalid_array_number_wrong_element_type", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + result={"scores": [85, "ninety-two", 78]}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter scores, expected segment type: array[number], actual_type: array[any]" + ), + ), + ErrorTestCase( + name="invalid_array_string_wrong_element_type", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": ["tag1", 123, "tag3"]}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter tags, expected segment type: array[string], actual_type: array[any]" + ), + ), + ErrorTestCase( + name="invalid_array_object_wrong_element_type", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + result={"items": [{"name": "item1"}, "item2"]}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter items, expected segment type: array[object], actual_type: array[any]" + ), + ), + ErrorTestCase( + name="required_parameter_missing", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=False), + ], + result={"age": 25, "other": "value"}, # Missing required 'name' parameter, but has correct count + expected_exception=RequiredParameterMissingError, + expected_message="Parameter name is required", + ), + ] + + @pytest.mark.parametrize("test_case", get_valid_test_cases(), ids=ValidTestCase.get_name) + def test_validate_result_valid_cases(self, test_case): + """Test _validate_result with valid inputs.""" + helper = TestParameterExtractorNodeMethods() + + node_data = ParameterExtractorNodeData( + title="Test Node", + model=ModelConfig(provider="openai", name="gpt-3.5-turbo", mode=LLMMode.CHAT, completion_params={}), + query=["test_query"], + parameters=test_case.parameters, + reasoning_mode="function_call", + vision=VisionConfig(), + ) + + result = helper.validate_result(data=node_data, result=test_case.result) + assert result == test_case.result, f"Failed for case: {test_case.name}" + + @pytest.mark.parametrize("test_case", get_error_test_cases(), ids=ErrorTestCase.get_name) + def test_validate_result_error_cases(self, test_case): + """Test _validate_result with invalid inputs that should raise exceptions.""" + helper = TestParameterExtractorNodeMethods() + + node_data = ParameterExtractorNodeData( + title="Test Node", + model=ModelConfig(provider="openai", name="gpt-3.5-turbo", mode=LLMMode.CHAT, completion_params={}), + query=["test_query"], + parameters=test_case.parameters, + reasoning_mode="function_call", + vision=VisionConfig(), + ) + + with pytest.raises(test_case.expected_exception) as exc_info: + helper.validate_result(data=node_data, result=test_case.result) + + assert test_case.expected_message in str(exc_info.value), f"Failed for case: {test_case.name}" + + +class TestTransformResult: + """Test cases for _transform_result method.""" + + @staticmethod + def get_transform_test_cases() -> list[TransformTestCase]: + """Get test cases for result transformation.""" + return [ + # String parameter transformation + TransformTestCase( + name="string_parameter_present", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + input_result={"name": "John"}, + expected_result={"name": "John"}, + ), + TransformTestCase( + name="string_parameter_missing", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + input_result={}, + expected_result={"name": ""}, + ), + # Number parameter transformation + TransformTestCase( + name="number_parameter_int_present", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": 25}, + expected_result={"age": 25}, + ), + TransformTestCase( + name="number_parameter_float_present", + parameters=[ParameterConfig(name="price", type=SegmentType.NUMBER, description="Price", required=True)], + input_result={"price": 19.99}, + expected_result={"price": 19.99}, + ), + TransformTestCase( + name="number_parameter_missing", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={}, + expected_result={"age": 0}, + ), + # Bool parameter transformation + TransformTestCase( + name="bool_parameter_missing", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + input_result={}, + expected_result={"active": False}, + ), + # Select parameter transformation + TransformTestCase( + name="select_parameter_present", + parameters=[ + ParameterConfig( + name="status", + type="select", # type: ignore + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + input_result={"status": "active"}, + expected_result={"status": "active"}, + ), + TransformTestCase( + name="select_parameter_missing", + parameters=[ + ParameterConfig( + name="status", + type="select", # type: ignore + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + input_result={}, + expected_result={"status": ""}, + ), + # Array parameter transformation - present cases + TransformTestCase( + name="array_string_parameter_present", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + input_result={"tags": ["tag1", "tag2"]}, + expected_result={ + "tags": build_segment_with_type(segment_type=SegmentType.ARRAY_STRING, value=["tag1", "tag2"]) + }, + ), + TransformTestCase( + name="array_number_parameter_present", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={"scores": [85, 92.5]}, + expected_result={ + "scores": build_segment_with_type(segment_type=SegmentType.ARRAY_NUMBER, value=[85, 92.5]) + }, + ), + TransformTestCase( + name="array_number_parameter_with_string_conversion", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={"scores": [85, "92.5", "78"]}, + expected_result={ + "scores": build_segment_with_type(segment_type=SegmentType.ARRAY_NUMBER, value=[85, 92.5, 78]) + }, + ), + TransformTestCase( + name="array_object_parameter_present", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + input_result={"items": [{"name": "item1"}, {"name": "item2"}]}, + expected_result={ + "items": build_segment_with_type( + segment_type=SegmentType.ARRAY_OBJECT, value=[{"name": "item1"}, {"name": "item2"}] + ) + }, + ), + # Array parameter transformation - missing cases + TransformTestCase( + name="array_string_parameter_missing", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + input_result={}, + expected_result={"tags": build_segment_with_type(segment_type=SegmentType.ARRAY_STRING, value=[])}, + ), + TransformTestCase( + name="array_number_parameter_missing", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={}, + expected_result={"scores": build_segment_with_type(segment_type=SegmentType.ARRAY_NUMBER, value=[])}, + ), + TransformTestCase( + name="array_object_parameter_missing", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + input_result={}, + expected_result={"items": build_segment_with_type(segment_type=SegmentType.ARRAY_OBJECT, value=[])}, + ), + # Multiple parameters transformation + TransformTestCase( + name="multiple_parameters_mixed", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True), + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True), + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True), + ], + input_result={"name": "John", "age": 25}, + expected_result={ + "name": "John", + "age": 25, + "active": False, + "tags": build_segment_with_type(segment_type=SegmentType.ARRAY_STRING, value=[]), + }, + ), + # Number parameter transformation with string conversion + TransformTestCase( + name="number_parameter_string_to_float", + parameters=[ParameterConfig(name="price", type=SegmentType.NUMBER, description="Price", required=True)], + input_result={"price": "19.99"}, + expected_result={"price": 19.99}, # String not converted, falls back to default + ), + TransformTestCase( + name="number_parameter_string_to_int", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": "25"}, + expected_result={"age": 25}, # String not converted, falls back to default + ), + TransformTestCase( + name="number_parameter_invalid_string", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": "invalid_number"}, + expected_result={"age": 0}, # Invalid string conversion fails, falls back to default + ), + TransformTestCase( + name="number_parameter_non_string_non_number", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": ["not_a_number"]}, # Non-string, non-number value + expected_result={"age": 0}, # Falls back to default + ), + TransformTestCase( + name="array_number_parameter_with_invalid_string_conversion", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={"scores": [85, "invalid", "78"]}, + expected_result={ + "scores": build_segment_with_type( + segment_type=SegmentType.ARRAY_NUMBER, value=[85, 78] + ) # Invalid string skipped + }, + ), + ] + + @pytest.mark.parametrize("test_case", get_transform_test_cases(), ids=TransformTestCase.get_name) + def test_transform_result_cases(self, test_case): + """Test _transform_result with various inputs.""" + helper = TestParameterExtractorNodeMethods() + + node_data = ParameterExtractorNodeData( + title="Test Node", + model=ModelConfig(provider="openai", name="gpt-3.5-turbo", mode=LLMMode.CHAT, completion_params={}), + query=["test_query"], + parameters=test_case.parameters, + reasoning_mode="function_call", + vision=VisionConfig(), + ) + + result = helper.transform_result(data=node_data, result=test_case.input_result) + assert result == test_case.expected_result, ( + f"Failed for case: {test_case.name}. Expected: {test_case.expected_result}, Got: {result}" + ) diff --git a/api/tests/unit_tests/core/workflow/nodes/test_if_else.py b/api/tests/unit_tests/core/workflow/nodes/test_if_else.py index 8383aee0e4..36a6fbb53e 100644 --- a/api/tests/unit_tests/core/workflow/nodes/test_if_else.py +++ b/api/tests/unit_tests/core/workflow/nodes/test_if_else.py @@ -2,6 +2,8 @@ import time import uuid from unittest.mock import MagicMock, Mock +import pytest + from core.app.entities.app_invoke_entities import InvokeFrom from core.file import File, FileTransferMethod, FileType from core.variables import ArrayFileSegment @@ -272,3 +274,220 @@ def test_array_file_contains_file_name(): assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED assert result.outputs is not None assert result.outputs["result"] is True + + +def _get_test_conditions() -> list: + conditions = [ + # Test boolean "is" operator + {"comparison_operator": "is", "variable_selector": ["start", "bool_true"], "value": "true"}, + # Test boolean "is not" operator + {"comparison_operator": "is not", "variable_selector": ["start", "bool_false"], "value": "true"}, + # Test boolean "=" operator + {"comparison_operator": "=", "variable_selector": ["start", "bool_true"], "value": "1"}, + # Test boolean "≠" operator + {"comparison_operator": "≠", "variable_selector": ["start", "bool_false"], "value": "1"}, + # Test boolean "not null" operator + {"comparison_operator": "not null", "variable_selector": ["start", "bool_true"]}, + # Test boolean array "contains" operator + {"comparison_operator": "contains", "variable_selector": ["start", "bool_array"], "value": "true"}, + # Test boolean "in" operator + { + "comparison_operator": "in", + "variable_selector": ["start", "bool_true"], + "value": ["true", "false"], + }, + ] + return [Condition.model_validate(i) for i in conditions] + + +def _get_condition_test_id(c: Condition): + return c.comparison_operator + + +@pytest.mark.parametrize("condition", _get_test_conditions(), ids=_get_condition_test_id) +def test_execute_if_else_boolean_conditions(condition: Condition): + """Test IfElseNode with boolean conditions using various operators""" + graph_config = {"edges": [], "nodes": [{"data": {"type": "start"}, "id": "start"}]} + + graph = Graph.init(graph_config=graph_config) + + init_params = GraphInitParams( + tenant_id="1", + app_id="1", + workflow_type=WorkflowType.WORKFLOW, + workflow_id="1", + graph_config=graph_config, + user_id="1", + user_from=UserFrom.ACCOUNT, + invoke_from=InvokeFrom.DEBUGGER, + call_depth=0, + ) + + # construct variable pool with boolean values + pool = VariablePool( + system_variables=SystemVariable(files=[], user_id="aaa"), + ) + pool.add(["start", "bool_true"], True) + pool.add(["start", "bool_false"], False) + pool.add(["start", "bool_array"], [True, False, True]) + pool.add(["start", "mixed_array"], [True, "false", 1, 0]) + + node_data = { + "title": "Boolean Test", + "type": "if-else", + "logical_operator": "and", + "conditions": [condition.model_dump()], + } + node = IfElseNode( + id=str(uuid.uuid4()), + graph_init_params=init_params, + graph=graph, + graph_runtime_state=GraphRuntimeState(variable_pool=pool, start_at=time.perf_counter()), + config={"id": "if-else", "data": node_data}, + ) + node.init_node_data(node_data) + + # Mock db.session.close() + db.session.close = MagicMock() + + # execute node + result = node._run() + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.outputs is not None + assert result.outputs["result"] is True + + +def test_execute_if_else_boolean_false_conditions(): + """Test IfElseNode with boolean conditions that should evaluate to false""" + graph_config = {"edges": [], "nodes": [{"data": {"type": "start"}, "id": "start"}]} + + graph = Graph.init(graph_config=graph_config) + + init_params = GraphInitParams( + tenant_id="1", + app_id="1", + workflow_type=WorkflowType.WORKFLOW, + workflow_id="1", + graph_config=graph_config, + user_id="1", + user_from=UserFrom.ACCOUNT, + invoke_from=InvokeFrom.DEBUGGER, + call_depth=0, + ) + + # construct variable pool with boolean values + pool = VariablePool( + system_variables=SystemVariable(files=[], user_id="aaa"), + ) + pool.add(["start", "bool_true"], True) + pool.add(["start", "bool_false"], False) + pool.add(["start", "bool_array"], [True, False, True]) + + node_data = { + "title": "Boolean False Test", + "type": "if-else", + "logical_operator": "or", + "conditions": [ + # Test boolean "is" operator (should be false) + {"comparison_operator": "is", "variable_selector": ["start", "bool_true"], "value": "false"}, + # Test boolean "=" operator (should be false) + {"comparison_operator": "=", "variable_selector": ["start", "bool_false"], "value": "1"}, + # Test boolean "not contains" operator (should be false) + { + "comparison_operator": "not contains", + "variable_selector": ["start", "bool_array"], + "value": "true", + }, + ], + } + + node = IfElseNode( + id=str(uuid.uuid4()), + graph_init_params=init_params, + graph=graph, + graph_runtime_state=GraphRuntimeState(variable_pool=pool, start_at=time.perf_counter()), + config={ + "id": "if-else", + "data": node_data, + }, + ) + node.init_node_data(node_data) + + # Mock db.session.close() + db.session.close = MagicMock() + + # execute node + result = node._run() + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.outputs is not None + assert result.outputs["result"] is False + + +def test_execute_if_else_boolean_cases_structure(): + """Test IfElseNode with boolean conditions using the new cases structure""" + graph_config = {"edges": [], "nodes": [{"data": {"type": "start"}, "id": "start"}]} + + graph = Graph.init(graph_config=graph_config) + + init_params = GraphInitParams( + tenant_id="1", + app_id="1", + workflow_type=WorkflowType.WORKFLOW, + workflow_id="1", + graph_config=graph_config, + user_id="1", + user_from=UserFrom.ACCOUNT, + invoke_from=InvokeFrom.DEBUGGER, + call_depth=0, + ) + + # construct variable pool with boolean values + pool = VariablePool( + system_variables=SystemVariable(files=[], user_id="aaa"), + ) + pool.add(["start", "bool_true"], True) + pool.add(["start", "bool_false"], False) + + node_data = { + "title": "Boolean Cases Test", + "type": "if-else", + "cases": [ + { + "case_id": "true", + "logical_operator": "and", + "conditions": [ + { + "comparison_operator": "is", + "variable_selector": ["start", "bool_true"], + "value": "true", + }, + { + "comparison_operator": "is not", + "variable_selector": ["start", "bool_false"], + "value": "true", + }, + ], + } + ], + } + node = IfElseNode( + id=str(uuid.uuid4()), + graph_init_params=init_params, + graph=graph, + graph_runtime_state=GraphRuntimeState(variable_pool=pool, start_at=time.perf_counter()), + config={"id": "if-else", "data": node_data}, + ) + node.init_node_data(node_data) + + # Mock db.session.close() + db.session.close = MagicMock() + + # execute node + result = node._run() + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.outputs is not None + assert result.outputs["result"] is True + assert result.outputs["selected_case_id"] == "true" diff --git a/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py b/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py index 5fc9eab2df..d4d6aa0387 100644 --- a/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py +++ b/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py @@ -11,7 +11,8 @@ from core.workflow.nodes.list_operator.entities import ( FilterCondition, Limit, ListOperatorNodeData, - OrderBy, + Order, + OrderByConfig, ) from core.workflow.nodes.list_operator.exc import InvalidKeyError from core.workflow.nodes.list_operator.node import ListOperatorNode, _get_file_extract_string_func @@ -27,7 +28,7 @@ def list_operator_node(): FilterCondition(key="type", comparison_operator="in", value=[FileType.IMAGE, FileType.DOCUMENT]) ], ), - "order_by": OrderBy(enabled=False, value="asc"), + "order_by": OrderByConfig(enabled=False, value=Order.ASC), "limit": Limit(enabled=False, size=0), "extract_by": ExtractConfig(enabled=False, serial="1"), "title": "Test Title", diff --git a/api/tests/unit_tests/core/workflow/test_workflow_cycle_manager.py b/api/tests/unit_tests/core/workflow/test_workflow_cycle_manager.py index 4866db1fdb..1d2eba1e71 100644 --- a/api/tests/unit_tests/core/workflow/test_workflow_cycle_manager.py +++ b/api/tests/unit_tests/core/workflow/test_workflow_cycle_manager.py @@ -1,5 +1,4 @@ import json -from datetime import UTC, datetime from unittest.mock import MagicMock import pytest @@ -23,6 +22,7 @@ from core.workflow.repositories.workflow_execution_repository import WorkflowExe from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository from core.workflow.system_variable import SystemVariable from core.workflow.workflow_cycle_manager import CycleManagerWorkflowInfo, WorkflowCycleManager +from libs.datetime_utils import naive_utc_now from models.enums import CreatorUserRole from models.model import AppMode from models.workflow import Workflow, WorkflowRun @@ -145,8 +145,8 @@ def real_workflow(): workflow.graph = json.dumps(graph_data) workflow.features = json.dumps({"file_upload": {"enabled": False}}) workflow.created_by = "test-user-id" - workflow.created_at = datetime.now(UTC).replace(tzinfo=None) - workflow.updated_at = datetime.now(UTC).replace(tzinfo=None) + workflow.created_at = naive_utc_now() + workflow.updated_at = naive_utc_now() workflow._environment_variables = "{}" workflow._conversation_variables = "{}" @@ -169,7 +169,7 @@ def real_workflow_run(): workflow_run.outputs = json.dumps({"answer": "test answer"}) workflow_run.created_by_role = CreatorUserRole.ACCOUNT workflow_run.created_by = "test-user-id" - workflow_run.created_at = datetime.now(UTC).replace(tzinfo=None) + workflow_run.created_at = naive_utc_now() return workflow_run @@ -211,7 +211,7 @@ def test_handle_workflow_run_success(workflow_cycle_manager, mock_workflow_execu workflow_type=WorkflowType.CHAT, graph={"nodes": [], "edges": []}, inputs={"query": "test query"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) # Pre-populate the cache with the workflow execution @@ -245,7 +245,7 @@ def test_handle_workflow_run_failed(workflow_cycle_manager, mock_workflow_execut workflow_type=WorkflowType.CHAT, graph={"nodes": [], "edges": []}, inputs={"query": "test query"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) # Pre-populate the cache with the workflow execution @@ -282,7 +282,7 @@ def test_handle_node_execution_start(workflow_cycle_manager, mock_workflow_execu workflow_type=WorkflowType.CHAT, graph={"nodes": [], "edges": []}, inputs={"query": "test query"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) # Pre-populate the cache with the workflow execution @@ -335,7 +335,7 @@ def test_get_workflow_execution_or_raise_error(workflow_cycle_manager, mock_work workflow_type=WorkflowType.CHAT, graph={"nodes": [], "edges": []}, inputs={"query": "test query"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) # Pre-populate the cache with the workflow execution @@ -366,7 +366,7 @@ def test_handle_workflow_node_execution_success(workflow_cycle_manager): event.process_data = {"process": "test process"} event.outputs = {"output": "test output"} event.execution_metadata = {WorkflowNodeExecutionMetadataKey.TOTAL_TOKENS: 100} - event.start_at = datetime.now(UTC).replace(tzinfo=None) + event.start_at = naive_utc_now() # Create a real node execution @@ -379,7 +379,7 @@ def test_handle_workflow_node_execution_success(workflow_cycle_manager): node_id="test-node-id", node_type=NodeType.LLM, title="Test Node", - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) # Pre-populate the cache with the node execution @@ -409,7 +409,7 @@ def test_handle_workflow_run_partial_success(workflow_cycle_manager, mock_workfl workflow_type=WorkflowType.CHAT, graph={"nodes": [], "edges": []}, inputs={"query": "test query"}, - started_at=datetime.now(UTC).replace(tzinfo=None), + started_at=naive_utc_now(), ) # Pre-populate the cache with the workflow execution @@ -443,7 +443,7 @@ def test_handle_workflow_node_execution_failed(workflow_cycle_manager): event.process_data = {"process": "test process"} event.outputs = {"output": "test output"} event.execution_metadata = {WorkflowNodeExecutionMetadataKey.TOTAL_TOKENS: 100} - event.start_at = datetime.now(UTC).replace(tzinfo=None) + event.start_at = naive_utc_now() event.error = "Test error message" # Create a real node execution @@ -457,7 +457,7 @@ def test_handle_workflow_node_execution_failed(workflow_cycle_manager): node_id="test-node-id", node_type=NodeType.LLM, title="Test Node", - created_at=datetime.now(UTC).replace(tzinfo=None), + created_at=naive_utc_now(), ) # Pre-populate the cache with the node execution diff --git a/api/tests/unit_tests/extensions/test_ext_request_logging.py b/api/tests/unit_tests/extensions/test_ext_request_logging.py index 4e71469bcc..5508f8e7e6 100644 --- a/api/tests/unit_tests/extensions/test_ext_request_logging.py +++ b/api/tests/unit_tests/extensions/test_ext_request_logging.py @@ -59,7 +59,7 @@ def mock_response_receiver(monkeypatch) -> mock.Mock: @pytest.fixture def mock_logger(monkeypatch) -> logging.Logger: _logger = mock.MagicMock(spec=logging.Logger) - monkeypatch.setattr(ext_request_logging, "_logger", _logger) + monkeypatch.setattr(ext_request_logging, "logger", _logger) return _logger diff --git a/api/tests/unit_tests/factories/test_variable_factory.py b/api/tests/unit_tests/factories/test_variable_factory.py index 4f2542a323..2a193ef2d7 100644 --- a/api/tests/unit_tests/factories/test_variable_factory.py +++ b/api/tests/unit_tests/factories/test_variable_factory.py @@ -24,16 +24,18 @@ from core.variables.segments import ( ArrayNumberSegment, ArrayObjectSegment, ArrayStringSegment, + BooleanSegment, FileSegment, FloatSegment, IntegerSegment, NoneSegment, ObjectSegment, + Segment, StringSegment, ) from core.variables.types import SegmentType from factories import variable_factory -from factories.variable_factory import TypeMismatchError, build_segment_with_type +from factories.variable_factory import TypeMismatchError, build_segment, build_segment_with_type def test_string_variable(): @@ -139,6 +141,26 @@ def test_array_number_variable(): assert isinstance(variable.value[1], float) +def test_build_segment_scalar_values(): + @dataclass + class TestCase: + value: Any + expected: Segment + description: str + + cases = [ + TestCase( + value=True, + expected=BooleanSegment(value=True), + description="build_segment with boolean should yield BooleanSegment", + ) + ] + + for idx, c in enumerate(cases, 1): + seg = build_segment(c.value) + assert seg == c.expected, f"Test case {idx} failed: {c.description}" + + def test_array_object_variable(): mapping = { "id": str(uuid4()), @@ -847,15 +869,22 @@ class TestBuildSegmentValueErrors: f"but got: {error_message}" ) - def test_build_segment_boolean_type_note(self): - """Note: Boolean values are actually handled as integers in Python, so they don't raise ValueError.""" - # Boolean values in Python are subclasses of int, so they get processed as integers - # True becomes IntegerSegment(value=1) and False becomes IntegerSegment(value=0) + def test_build_segment_boolean_type(self): + """Test that Boolean values are correctly handled as boolean type, not integers.""" + # Boolean values should now be processed as BooleanSegment, not IntegerSegment + # This is because the bool check now comes before the int check in build_segment true_segment = variable_factory.build_segment(True) false_segment = variable_factory.build_segment(False) - # Verify they are processed as integers, not as errors - assert true_segment.value == 1, "Test case 1 (boolean_true): Expected True to be processed as integer 1" - assert false_segment.value == 0, "Test case 2 (boolean_false): Expected False to be processed as integer 0" - assert true_segment.value_type == SegmentType.INTEGER - assert false_segment.value_type == SegmentType.INTEGER + # Verify they are processed as booleans, not integers + assert true_segment.value is True, "Test case 1 (boolean_true): Expected True to be processed as boolean True" + assert false_segment.value is False, ( + "Test case 2 (boolean_false): Expected False to be processed as boolean False" + ) + assert true_segment.value_type == SegmentType.BOOLEAN + assert false_segment.value_type == SegmentType.BOOLEAN + + # Test array of booleans + bool_array_segment = variable_factory.build_segment([True, False, True]) + assert bool_array_segment.value_type == SegmentType.ARRAY_BOOLEAN + assert bool_array_segment.value == [True, False, True] diff --git a/api/tests/unit_tests/services/test_dataset_permission.py b/api/tests/unit_tests/services/test_dataset_permission.py index c1e4981325..4974d6c1ef 100644 --- a/api/tests/unit_tests/services/test_dataset_permission.py +++ b/api/tests/unit_tests/services/test_dataset_permission.py @@ -83,7 +83,7 @@ class TestDatasetPermissionService: @pytest.fixture def mock_logging_dependencies(self): """Mock setup for logging tests.""" - with patch("services.dataset_service.logging") as mock_logging: + with patch("services.dataset_service.logger") as mock_logging: yield { "logging": mock_logging, } diff --git a/api/tests/unit_tests/services/test_dataset_service_batch_update_document_status.py b/api/tests/unit_tests/services/test_dataset_service_batch_update_document_status.py index dc09aca5b2..1881ceac26 100644 --- a/api/tests/unit_tests/services/test_dataset_service_batch_update_document_status.py +++ b/api/tests/unit_tests/services/test_dataset_service_batch_update_document_status.py @@ -93,16 +93,15 @@ class TestDatasetServiceBatchUpdateDocumentStatus: with ( patch("services.dataset_service.DocumentService.get_document") as mock_get_doc, patch("extensions.ext_database.db.session") as mock_db, - patch("services.dataset_service.datetime") as mock_datetime, + patch("services.dataset_service.naive_utc_now") as mock_naive_utc_now, ): current_time = datetime.datetime(2023, 1, 1, 12, 0, 0) - mock_datetime.datetime.now.return_value = current_time - mock_datetime.UTC = datetime.UTC + mock_naive_utc_now.return_value = current_time yield { "get_document": mock_get_doc, "db_session": mock_db, - "datetime": mock_datetime, + "naive_utc_now": mock_naive_utc_now, "current_time": current_time, } @@ -120,21 +119,21 @@ class TestDatasetServiceBatchUpdateDocumentStatus: assert document.enabled == True assert document.disabled_at is None assert document.disabled_by is None - assert document.updated_at == current_time.replace(tzinfo=None) + assert document.updated_at == current_time def _assert_document_disabled(self, document: Mock, user_id: str, current_time: datetime.datetime): """Helper method to verify document was disabled correctly.""" assert document.enabled == False - assert document.disabled_at == current_time.replace(tzinfo=None) + assert document.disabled_at == current_time assert document.disabled_by == user_id - assert document.updated_at == current_time.replace(tzinfo=None) + assert document.updated_at == current_time def _assert_document_archived(self, document: Mock, user_id: str, current_time: datetime.datetime): """Helper method to verify document was archived correctly.""" assert document.archived == True - assert document.archived_at == current_time.replace(tzinfo=None) + assert document.archived_at == current_time assert document.archived_by == user_id - assert document.updated_at == current_time.replace(tzinfo=None) + assert document.updated_at == current_time def _assert_document_unarchived(self, document: Mock): """Helper method to verify document was unarchived correctly.""" @@ -430,7 +429,7 @@ class TestDatasetServiceBatchUpdateDocumentStatus: # Verify document attributes were updated correctly self._assert_document_unarchived(archived_doc) - assert archived_doc.updated_at == mock_document_service_dependencies["current_time"].replace(tzinfo=None) + assert archived_doc.updated_at == mock_document_service_dependencies["current_time"] # Verify Redis cache was set (because document is enabled) redis_mock.setex.assert_called_once_with("document_doc-1_indexing", 600, 1) @@ -495,9 +494,7 @@ class TestDatasetServiceBatchUpdateDocumentStatus: # Verify document was unarchived self._assert_document_unarchived(archived_disabled_doc) - assert archived_disabled_doc.updated_at == mock_document_service_dependencies["current_time"].replace( - tzinfo=None - ) + assert archived_disabled_doc.updated_at == mock_document_service_dependencies["current_time"] # Verify no Redis cache was set (document is disabled) redis_mock.setex.assert_not_called() diff --git a/api/tests/unit_tests/services/test_metadata_bug_complete.py b/api/tests/unit_tests/services/test_metadata_bug_complete.py index c4c7579e83..0fc36510b9 100644 --- a/api/tests/unit_tests/services/test_metadata_bug_complete.py +++ b/api/tests/unit_tests/services/test_metadata_bug_complete.py @@ -1,7 +1,7 @@ from unittest.mock import Mock, patch import pytest -from flask_restful import reqparse +from flask_restx import reqparse from werkzeug.exceptions import BadRequest from services.entities.knowledge_entities.knowledge_entities import MetadataArgs diff --git a/api/tests/unit_tests/services/test_metadata_nullable_bug.py b/api/tests/unit_tests/services/test_metadata_nullable_bug.py index ef4d05c1d9..7f6344f942 100644 --- a/api/tests/unit_tests/services/test_metadata_nullable_bug.py +++ b/api/tests/unit_tests/services/test_metadata_nullable_bug.py @@ -1,7 +1,7 @@ from unittest.mock import Mock, patch import pytest -from flask_restful import reqparse +from flask_restx import reqparse from services.entities.knowledge_entities.knowledge_entities import MetadataArgs from services.metadata_service import MetadataService diff --git a/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py b/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py index d8003570b5..673282a6f4 100644 --- a/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py +++ b/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py @@ -179,7 +179,7 @@ class TestDeleteDraftVariablesBatch: delete_draft_variables_batch(app_id, 0) @patch("tasks.remove_app_and_related_data_task.db") - @patch("tasks.remove_app_and_related_data_task.logging") + @patch("tasks.remove_app_and_related_data_task.logger") def test_delete_draft_variables_batch_logs_progress(self, mock_logging, mock_db): """Test that batch deletion logs progress correctly.""" app_id = "test-app-id" diff 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826b7b9fe6..c6ed2acb35 100644 --- a/docker/.env.example +++ b/docker/.env.example @@ -215,6 +215,8 @@ DB_DATABASE=dify # The size of the database connection pool. # The default is 30 connections, which can be appropriately increased. SQLALCHEMY_POOL_SIZE=30 +# The default is 10 connections, which allows temporary overflow beyond the pool size. +SQLALCHEMY_MAX_OVERFLOW=10 # Database connection pool recycling time, the default is 3600 seconds. SQLALCHEMY_POOL_RECYCLE=3600 # Whether to print SQL, default is false. @@ -1248,6 +1250,10 @@ QUEUE_MONITOR_ALERT_EMAILS= # Monitor interval in minutes, default is 30 minutes QUEUE_MONITOR_INTERVAL=30 +# Swagger UI configuration +SWAGGER_UI_ENABLED=true +SWAGGER_UI_PATH=/swagger-ui.html + # Celery schedule tasks configuration ENABLE_CLEAN_EMBEDDING_CACHE_TASK=false ENABLE_CLEAN_UNUSED_DATASETS_TASK=false diff --git a/docker/docker-compose.yaml b/docker/docker-compose.yaml index 0c352e4658..0b9de5fc43 100644 --- a/docker/docker-compose.yaml +++ b/docker/docker-compose.yaml @@ -57,6 +57,7 @@ x-shared-env: &shared-api-worker-env DB_PORT: ${DB_PORT:-5432} DB_DATABASE: ${DB_DATABASE:-dify} SQLALCHEMY_POOL_SIZE: ${SQLALCHEMY_POOL_SIZE:-30} + SQLALCHEMY_MAX_OVERFLOW: ${SQLALCHEMY_MAX_OVERFLOW:-10} SQLALCHEMY_POOL_RECYCLE: ${SQLALCHEMY_POOL_RECYCLE:-3600} SQLALCHEMY_ECHO: ${SQLALCHEMY_ECHO:-false} SQLALCHEMY_POOL_PRE_PING: ${SQLALCHEMY_POOL_PRE_PING:-false} @@ -565,6 +566,8 @@ x-shared-env: &shared-api-worker-env QUEUE_MONITOR_THRESHOLD: ${QUEUE_MONITOR_THRESHOLD:-200} QUEUE_MONITOR_ALERT_EMAILS: ${QUEUE_MONITOR_ALERT_EMAILS:-} QUEUE_MONITOR_INTERVAL: ${QUEUE_MONITOR_INTERVAL:-30} + SWAGGER_UI_ENABLED: ${SWAGGER_UI_ENABLED:-true} + SWAGGER_UI_PATH: ${SWAGGER_UI_PATH:-/swagger-ui.html} ENABLE_CLEAN_EMBEDDING_CACHE_TASK: ${ENABLE_CLEAN_EMBEDDING_CACHE_TASK:-false} ENABLE_CLEAN_UNUSED_DATASETS_TASK: ${ENABLE_CLEAN_UNUSED_DATASETS_TASK:-false} ENABLE_CREATE_TIDB_SERVERLESS_TASK: ${ENABLE_CREATE_TIDB_SERVERLESS_TASK:-false} diff --git a/web/Dockerfile b/web/Dockerfile index d284efca87..1376dec749 100644 --- a/web/Dockerfile +++ b/web/Dockerfile @@ -34,7 +34,7 @@ COPY --from=packages /app/web/ . COPY . . ENV NODE_OPTIONS="--max-old-space-size=4096" -RUN pnpm build +RUN pnpm build:docker # production stage diff --git a/web/app/(commonLayout)/datasets/template/template.en.mdx b/web/app/(commonLayout)/datasets/template/template.en.mdx index f1bb5d9156..0d41691dfd 100644 --- a/web/app/(commonLayout)/datasets/template/template.en.mdx +++ b/web/app/(commonLayout)/datasets/template/template.en.mdx @@ -1858,10 +1858,10 @@ ___ title="Request" tag="DELETE" label="/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}/child_chunks/{child_chunk_id}" - targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \\\n--header 'Authorization: Bearer {api_key}'`} + targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \\\n--header 'Authorization: Bearer {api_key}'`} > ```bash {{ title: 'cURL' }} - curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \ + curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \ --header 'Authorization: Bearer {api_key}' ``` diff --git a/web/app/(commonLayout)/datasets/template/template.ja.mdx b/web/app/(commonLayout)/datasets/template/template.ja.mdx index 3011cecbc1..5c7a752c11 100644 --- a/web/app/(commonLayout)/datasets/template/template.ja.mdx +++ b/web/app/(commonLayout)/datasets/template/template.ja.mdx @@ -1614,10 +1614,10 @@ ___ title="リクエスト" tag="DELETE" label="/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}/child_chunks/{child_chunk_id}" - targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \\\n--header 'Authorization: Bearer {api_key}'`} + targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \\\n--header 'Authorization: Bearer {api_key}'`} > ```bash {{ title: 'cURL' }} - curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \ + curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}/child_chunks/{child_chunk_id}' \ --header 'Authorization: Bearer {api_key}' ``` diff --git a/web/app/account/account-page/AvatarWithEdit.tsx b/web/app/account/account-page/AvatarWithEdit.tsx index 88e3a7b343..0408d2ee34 100644 --- a/web/app/account/account-page/AvatarWithEdit.tsx +++ b/web/app/account/account-page/AvatarWithEdit.tsx @@ -30,6 +30,8 @@ const AvatarWithEdit = ({ onSave, ...props }: AvatarWithEditProps) => { const [isShowDeleteConfirm, setIsShowDeleteConfirm] = useState(false) const [hoverArea, setHoverArea] = useState('left') + const [onAvatarError, setOnAvatarError] = useState(false) + const handleImageInput: OnImageInput = useCallback(async (isCropped: boolean, fileOrTempUrl: string | File, croppedAreaPixels?: Area, fileName?: string) => { setInputImageInfo( isCropped @@ -98,10 +100,15 @@ const AvatarWithEdit = ({ onSave, ...props }: AvatarWithEditProps) => { <>
- + setOnAvatarError(x)} />
hoverArea === 'right' ? setIsShowDeleteConfirm(true) : setIsShowAvatarPicker(true)} + onClick={() => { + if (hoverArea === 'right' && !onAvatarError) + setIsShowDeleteConfirm(true) + else + setIsShowAvatarPicker(true) + }} onMouseMove={(e) => { const rect = e.currentTarget.getBoundingClientRect() const x = e.clientX - rect.left @@ -109,12 +116,15 @@ const AvatarWithEdit = ({ onSave, ...props }: AvatarWithEditProps) => { setHoverArea(isRight ? 'right' : 'left') }} > - {hoverArea === 'right' ? - - : - - } - + {hoverArea === 'right' && !onAvatarError ? ( + + + + ) : ( + + + + )}
diff --git a/web/app/components/app/configuration/config-var/config-modal/config.ts b/web/app/components/app/configuration/config-var/config-modal/config.ts new file mode 100644 index 0000000000..0de8f79302 --- /dev/null +++ b/web/app/components/app/configuration/config-var/config-modal/config.ts @@ -0,0 +1,24 @@ +export const jsonObjectWrap = { + type: 'object', + properties: {}, + required: [], + additionalProperties: true, +} + +export const jsonConfigPlaceHolder = JSON.stringify( + { + foo: { + type: 'string', + }, + bar: { + type: 'object', + properties: { + sub: { + type: 'number', + }, + }, + required: [], + additionalProperties: true, + }, + }, null, 2, +) diff --git a/web/app/components/app/configuration/config-var/config-modal/field.tsx b/web/app/components/app/configuration/config-var/config-modal/field.tsx index 78bd2d9f72..b24e0be6ce 100644 --- a/web/app/components/app/configuration/config-var/config-modal/field.tsx +++ b/web/app/components/app/configuration/config-var/config-modal/field.tsx @@ -2,21 +2,28 @@ import type { FC } from 'react' import React from 'react' import cn from '@/utils/classnames' +import { useTranslation } from 'react-i18next' type Props = { className?: string title: string + isOptional?: boolean children: React.JSX.Element } const Field: FC = ({ className, title, + isOptional, children, }) => { + const { t } = useTranslation() return (
-
{title}
+
+ {title} + {isOptional && ({t('appDebug.variableConfig.optional')})} +
{children}
) diff --git a/web/app/components/app/configuration/config-var/config-modal/index.tsx b/web/app/components/app/configuration/config-var/config-modal/index.tsx index 4ba451452c..cecc076fe7 100644 --- a/web/app/components/app/configuration/config-var/config-modal/index.tsx +++ b/web/app/components/app/configuration/config-var/config-modal/index.tsx @@ -1,13 +1,12 @@ 'use client' import type { ChangeEvent, FC } from 'react' -import React, { useCallback, useEffect, useRef, useState } from 'react' +import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react' import { useTranslation } from 'react-i18next' import { useContext } from 'use-context-selector' import produce from 'immer' import ModalFoot from '../modal-foot' import ConfigSelect from '../config-select' import ConfigString from '../config-string' -import SelectTypeItem from '../select-type-item' import Field from './field' import Input from '@/app/components/base/input' import Toast from '@/app/components/base/toast' @@ -20,7 +19,13 @@ import FileUploadSetting from '@/app/components/workflow/nodes/_base/components/ import Checkbox from '@/app/components/base/checkbox' import { DEFAULT_FILE_UPLOAD_SETTING } from '@/app/components/workflow/constants' import { DEFAULT_VALUE_MAX_LEN } from '@/config' +import type { Item as SelectItem } from './type-select' +import TypeSelector from './type-select' import { SimpleSelect } from '@/app/components/base/select' +import CodeEditor from '@/app/components/workflow/nodes/_base/components/editor/code-editor' +import { CodeLanguage } from '@/app/components/workflow/nodes/code/types' +import { jsonConfigPlaceHolder, jsonObjectWrap } from './config' +import { useStore as useAppStore } from '@/app/components/app/store' import Textarea from '@/app/components/base/textarea' import { FileUploaderInAttachmentWrapper } from '@/app/components/base/file-uploader' import { TransferMethod } from '@/types/app' @@ -51,6 +56,20 @@ const ConfigModal: FC = ({ const [tempPayload, setTempPayload] = useState(payload || getNewVarInWorkflow('') as any) const { type, label, variable, options, max_length } = tempPayload const modalRef = useRef(null) + const appDetail = useAppStore(state => state.appDetail) + const isBasicApp = appDetail?.mode !== 'advanced-chat' && appDetail?.mode !== 'workflow' + const isSupportJSON = false + const jsonSchemaStr = useMemo(() => { + const isJsonObject = type === InputVarType.jsonObject + if (!isJsonObject || !tempPayload.json_schema) + return '' + try { + return JSON.stringify(JSON.parse(tempPayload.json_schema).properties, null, 2) + } + catch (_e) { + return '' + } + }, [tempPayload.json_schema]) useEffect(() => { // To fix the first input element auto focus, then directly close modal will raise error if (isShow) @@ -82,25 +101,74 @@ const ConfigModal: FC = ({ } }, []) - const handleTypeChange = useCallback((type: InputVarType) => { - return () => { - const newPayload = produce(tempPayload, (draft) => { - draft.type = type - // Clear default value when switching types - draft.default = undefined - if ([InputVarType.singleFile, InputVarType.multiFiles].includes(type)) { - (Object.keys(DEFAULT_FILE_UPLOAD_SETTING)).forEach((key) => { - if (key !== 'max_length') - (draft as any)[key] = (DEFAULT_FILE_UPLOAD_SETTING as any)[key] - }) - if (type === InputVarType.multiFiles) - draft.max_length = DEFAULT_FILE_UPLOAD_SETTING.max_length - } - if (type === InputVarType.paragraph) - draft.max_length = DEFAULT_VALUE_MAX_LEN - }) - setTempPayload(newPayload) + const handleJSONSchemaChange = useCallback((value: string) => { + try { + const v = JSON.parse(value) + const res = { + ...jsonObjectWrap, + properties: v, + } + handlePayloadChange('json_schema')(JSON.stringify(res, null, 2)) } + catch (_e) { + return null + } + }, [handlePayloadChange]) + + const selectOptions: SelectItem[] = [ + { + name: t('appDebug.variableConfig.text-input'), + value: InputVarType.textInput, + }, + { + name: t('appDebug.variableConfig.paragraph'), + value: InputVarType.paragraph, + }, + { + name: t('appDebug.variableConfig.select'), + value: InputVarType.select, + }, + { + name: t('appDebug.variableConfig.number'), + value: InputVarType.number, + }, + { + name: t('appDebug.variableConfig.checkbox'), + value: InputVarType.checkbox, + }, + ...(supportFile ? [ + { + name: t('appDebug.variableConfig.single-file'), + value: InputVarType.singleFile, + }, + { + name: t('appDebug.variableConfig.multi-files'), + value: InputVarType.multiFiles, + }, + ] : []), + ...((!isBasicApp && isSupportJSON) ? [{ + name: t('appDebug.variableConfig.json'), + value: InputVarType.jsonObject, + }] : []), + ] + + const handleTypeChange = useCallback((item: SelectItem) => { + const type = item.value as InputVarType + + const newPayload = produce(tempPayload, (draft) => { + draft.type = type + if ([InputVarType.singleFile, InputVarType.multiFiles].includes(type)) { + (Object.keys(DEFAULT_FILE_UPLOAD_SETTING)).forEach((key) => { + if (key !== 'max_length') + (draft as any)[key] = (DEFAULT_FILE_UPLOAD_SETTING as any)[key] + }) + if (type === InputVarType.multiFiles) + draft.max_length = DEFAULT_FILE_UPLOAD_SETTING.max_length + } + if (type === InputVarType.paragraph) + draft.max_length = DEFAULT_VALUE_MAX_LEN + }) + setTempPayload(newPayload) }, [tempPayload]) const handleVarKeyBlur = useCallback((e: any) => { @@ -142,15 +210,6 @@ const ConfigModal: FC = ({ if (!isVariableNameValid) return - // TODO: check if key already exists. should the consider the edit case - // if (varKeys.map(key => key?.trim()).includes(tempPayload.variable.trim())) { - // Toast.notify({ - // type: 'error', - // message: t('appDebug.varKeyError.keyAlreadyExists', { key: tempPayload.variable }), - // }) - // return - // } - if (!tempPayload.label) { Toast.notify({ type: 'error', message: t('appDebug.variableConfig.errorMsg.labelNameRequired') }) return @@ -204,18 +263,8 @@ const ConfigModal: FC = ({ >
- -
- - - - - {supportFile && <> - - - } -
+ @@ -330,6 +379,21 @@ const ConfigModal: FC = ({ )} + {type === InputVarType.jsonObject && ( + + {jsonConfigPlaceHolder}
+ } + /> + + )} +
handlePayloadChange('required')(!tempPayload.required)} /> {t('appDebug.variableConfig.required')} diff --git a/web/app/components/app/configuration/config-var/config-modal/type-select.tsx b/web/app/components/app/configuration/config-var/config-modal/type-select.tsx new file mode 100644 index 0000000000..3f6a01ed7c --- /dev/null +++ b/web/app/components/app/configuration/config-var/config-modal/type-select.tsx @@ -0,0 +1,97 @@ +'use client' +import type { FC } from 'react' +import React, { useState } from 'react' +import { ChevronDownIcon } from '@heroicons/react/20/solid' +import classNames from '@/utils/classnames' +import { + PortalToFollowElem, + PortalToFollowElemContent, + PortalToFollowElemTrigger, +} from '@/app/components/base/portal-to-follow-elem' +import InputVarTypeIcon from '@/app/components/workflow/nodes/_base/components/input-var-type-icon' +import type { InputVarType } from '@/app/components/workflow/types' +import cn from '@/utils/classnames' +import Badge from '@/app/components/base/badge' +import { inputVarTypeToVarType } from '@/app/components/workflow/nodes/_base/components/variable/utils' + +export type Item = { + value: InputVarType + name: string +} + +type Props = { + value: string | number + onSelect: (value: Item) => void + items: Item[] + popupClassName?: string + popupInnerClassName?: string + readonly?: boolean + hideChecked?: boolean +} +const TypeSelector: FC = ({ + value, + onSelect, + items, + popupInnerClassName, + readonly, +}) => { + const [open, setOpen] = useState(false) + const selectedItem = value ? items.find(item => item.value === value) : undefined + + return ( + + !readonly && setOpen(v => !v)} className='w-full'> +
+
+ + + {selectedItem?.name} + +
+
+ {inputVarTypeToVarType(selectedItem?.value as InputVarType)} + +
+
+ + + +
+ {items.map((item: Item) => ( +
{ + onSelect(item) + setOpen(false) + }} + > +
+ + {item.name} +
+ {inputVarTypeToVarType(item.value)} +
+ ))} +
+ + + ) +} + +export default TypeSelector diff --git a/web/app/components/app/configuration/config-var/index.tsx b/web/app/components/app/configuration/config-var/index.tsx index 612d47603c..2ac68227e3 100644 --- a/web/app/components/app/configuration/config-var/index.tsx +++ b/web/app/components/app/configuration/config-var/index.tsx @@ -12,7 +12,7 @@ import SelectVarType from './select-var-type' import Tooltip from '@/app/components/base/tooltip' import type { PromptVariable } from '@/models/debug' import { DEFAULT_VALUE_MAX_LEN } from '@/config' -import { getNewVar } from '@/utils/var' +import { getNewVar, hasDuplicateStr } from '@/utils/var' import Toast from '@/app/components/base/toast' import Confirm from '@/app/components/base/confirm' import ConfigContext from '@/context/debug-configuration' @@ -80,7 +80,28 @@ const ConfigVar: FC = ({ promptVariables, readonly, onPromptVar delete draft[currIndex].options }) + const newList = newPromptVariables + let errorMsgKey = '' + let typeName = '' + if (hasDuplicateStr(newList.map(item => item.key))) { + errorMsgKey = 'appDebug.varKeyError.keyAlreadyExists' + typeName = 'appDebug.variableConfig.varName' + } + else if (hasDuplicateStr(newList.map(item => item.name as string))) { + errorMsgKey = 'appDebug.varKeyError.keyAlreadyExists' + typeName = 'appDebug.variableConfig.labelName' + } + + if (errorMsgKey) { + Toast.notify({ + type: 'error', + message: t(errorMsgKey, { key: t(typeName) }), + }) + return false + } + onPromptVariablesChange?.(newPromptVariables) + return true } const { setShowExternalDataToolModal } = useModalContext() @@ -190,7 +211,7 @@ const ConfigVar: FC = ({ promptVariables, readonly, onPromptVar const handleConfig = ({ key, type, index, name, config, icon, icon_background }: ExternalDataToolParams) => { // setCurrKey(key) setCurrIndex(index) - if (type !== 'string' && type !== 'paragraph' && type !== 'select' && type !== 'number') { + if (type !== 'string' && type !== 'paragraph' && type !== 'select' && type !== 'number' && type !== 'checkbox') { handleOpenExternalDataToolModal({ key, type, index, name, config, icon, icon_background }, promptVariables) return } @@ -245,7 +266,8 @@ const ConfigVar: FC = ({ promptVariables, readonly, onPromptVar isShow={isShowEditModal} onClose={hideEditModal} onConfirm={(item) => { - updatePromptVariableItem(item) + const isValid = updatePromptVariableItem(item) + if (!isValid) return hideEditModal() }} varKeys={promptVariables.map(v => v.key)} diff --git a/web/app/components/app/configuration/config-var/select-var-type.tsx b/web/app/components/app/configuration/config-var/select-var-type.tsx index ce5a5fccf1..2977f05d9d 100644 --- a/web/app/components/app/configuration/config-var/select-var-type.tsx +++ b/web/app/components/app/configuration/config-var/select-var-type.tsx @@ -65,6 +65,7 @@ const SelectVarType: FC = ({ +
diff --git a/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx b/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx index dad5441a54..62bd57c5d1 100644 --- a/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx +++ b/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx @@ -120,6 +120,8 @@ const SettingBuiltInTool: FC = ({ return t('tools.setBuiltInTools.number') if (type === 'text-input') return t('tools.setBuiltInTools.string') + if (type === 'checkbox') + return 'boolean' if (type === 'file') return t('tools.setBuiltInTools.file') return type diff --git a/web/app/components/app/configuration/debug/chat-user-input.tsx b/web/app/components/app/configuration/debug/chat-user-input.tsx index fb4ac31d90..ac07691ce4 100644 --- a/web/app/components/app/configuration/debug/chat-user-input.tsx +++ b/web/app/components/app/configuration/debug/chat-user-input.tsx @@ -8,6 +8,7 @@ import Textarea from '@/app/components/base/textarea' import { DEFAULT_VALUE_MAX_LEN } from '@/config' import type { Inputs } from '@/models/debug' import cn from '@/utils/classnames' +import BoolInput from '@/app/components/workflow/nodes/_base/components/before-run-form/bool-input' type Props = { inputs: Inputs @@ -31,7 +32,7 @@ const ChatUserInput = ({ return obj })() - const handleInputValueChange = (key: string, value: string) => { + const handleInputValueChange = (key: string, value: string | boolean) => { if (!(key in promptVariableObj)) return @@ -55,10 +56,12 @@ const ChatUserInput = ({ className='mb-4 last-of-type:mb-0' >
+ {type !== 'checkbox' && (
{name || key}
{!required && {t('workflow.panel.optional')}}
+ )}
{type === 'string' && ( )} + {type === 'checkbox' && ( + { handleInputValueChange(key, value) }} + /> + )}
diff --git a/web/app/components/app/configuration/debug/index.tsx b/web/app/components/app/configuration/debug/index.tsx index 38b0c890e2..9a50d1b872 100644 --- a/web/app/components/app/configuration/debug/index.tsx +++ b/web/app/components/app/configuration/debug/index.tsx @@ -34,7 +34,7 @@ import { RefreshCcw01 } from '@/app/components/base/icons/src/vender/line/arrows import TooltipPlus from '@/app/components/base/tooltip' import ActionButton, { ActionButtonState } from '@/app/components/base/action-button' import type { ModelConfig as BackendModelConfig, VisionFile, VisionSettings } from '@/types/app' -import { promptVariablesToUserInputsForm } from '@/utils/model-config' +import { formatBooleanInputs, promptVariablesToUserInputsForm } from '@/utils/model-config' import TextGeneration from '@/app/components/app/text-generate/item' import { IS_CE_EDITION } from '@/config' import type { Inputs } from '@/models/debug' @@ -259,7 +259,7 @@ const Debug: FC = ({ } const data: Record = { - inputs, + inputs: formatBooleanInputs(modelConfig.configs.prompt_variables, inputs), model_config: postModelConfig, } diff --git a/web/app/components/app/configuration/index.tsx b/web/app/components/app/configuration/index.tsx index 42affb0552..512f57bccf 100644 --- a/web/app/components/app/configuration/index.tsx +++ b/web/app/components/app/configuration/index.tsx @@ -60,7 +60,6 @@ import { useModelListAndDefaultModelAndCurrentProviderAndModel, useTextGenerationCurrentProviderAndModelAndModelList, } from '@/app/components/header/account-setting/model-provider-page/hooks' -import { fetchCollectionList } from '@/service/tools' import type { Collection } from '@/app/components/tools/types' import { useStore as useAppStore } from '@/app/components/app/store' import { @@ -82,6 +81,7 @@ import { supportFunctionCall } from '@/utils/tool-call' import { MittProvider } from '@/context/mitt-context' import { fetchAndMergeValidCompletionParams } from '@/utils/completion-params' import Toast from '@/app/components/base/toast' +import { fetchCollectionList } from '@/service/tools' import { useAppContext } from '@/context/app-context' type PublishConfig = { diff --git a/web/app/components/app/configuration/prompt-value-panel/index.tsx b/web/app/components/app/configuration/prompt-value-panel/index.tsx index b36bf8848a..e88268ba40 100644 --- a/web/app/components/app/configuration/prompt-value-panel/index.tsx +++ b/web/app/components/app/configuration/prompt-value-panel/index.tsx @@ -22,6 +22,7 @@ import type { VisionFile, VisionSettings } from '@/types/app' import { DEFAULT_VALUE_MAX_LEN } from '@/config' import { useStore as useAppStore } from '@/app/components/app/store' import cn from '@/utils/classnames' +import BoolInput from '@/app/components/workflow/nodes/_base/components/before-run-form/bool-input' export type IPromptValuePanelProps = { appType: AppType @@ -66,7 +67,7 @@ const PromptValuePanel: FC = ({ else { return !modelConfig.configs.prompt_template } }, [chatPromptConfig.prompt, completionPromptConfig.prompt?.text, isAdvancedMode, mode, modelConfig.configs.prompt_template, modelModeType]) - const handleInputValueChange = (key: string, value: string) => { + const handleInputValueChange = (key: string, value: string | boolean) => { if (!(key in promptVariableObj)) return @@ -109,10 +110,12 @@ const PromptValuePanel: FC = ({ className='mb-4 last-of-type:mb-0' >
-
-
{name || key}
- {!required && {t('workflow.panel.optional')}} -
+ {type !== 'checkbox' && ( +
+
{name || key}
+ {!required && {t('workflow.panel.optional')}} +
+ )}
{type === 'string' && ( = ({ maxLength={max_length || DEFAULT_VALUE_MAX_LEN} /> )} + {type === 'checkbox' && ( + { handleInputValueChange(key, value) }} + /> + )}
diff --git a/web/app/components/base/app-icon-picker/index.tsx b/web/app/components/base/app-icon-picker/index.tsx index 8e66cd38cf..bc5f09c7a7 100644 --- a/web/app/components/base/app-icon-picker/index.tsx +++ b/web/app/components/base/app-icon-picker/index.tsx @@ -120,7 +120,7 @@ const AppIconPicker: FC = ({ - void onManageMetadata: () => void + statusFilter: Item + onStatusFilterChange: (filter: string) => void } /** @@ -469,6 +443,7 @@ const DocumentList: FC = ({ pagination, onUpdate, onManageMetadata, + statusFilter, }) => { const { t } = useTranslation() const { formatTime } = useTimestamp() @@ -480,6 +455,7 @@ const DocumentList: FC = ({ const [localDocs, setLocalDocs] = useState(documents) const [sortField, setSortField] = useState<'name' | 'word_count' | 'hit_count' | 'created_at' | null>('created_at') const [sortOrder, setSortOrder] = useState<'asc' | 'desc'>('desc') + const { isShowEditModal, showEditModal, @@ -494,12 +470,22 @@ const DocumentList: FC = ({ }) useEffect(() => { + let filteredDocs = documents + + if (statusFilter.value !== 'all') { + filteredDocs = filteredDocs.filter(doc => + typeof doc.display_status === 'string' + && typeof statusFilter.value === 'string' + && doc.display_status.toLowerCase() === statusFilter.value.toLowerCase(), + ) + } + if (!sortField) { - setLocalDocs(documents) + setLocalDocs(filteredDocs) return } - const sortedDocs = [...documents].sort((a, b) => { + const sortedDocs = [...filteredDocs].sort((a, b) => { let aValue: any let bValue: any @@ -535,7 +521,7 @@ const DocumentList: FC = ({ }) setLocalDocs(sortedDocs) - }, [documents, sortField, sortOrder]) + }, [documents, sortField, sortOrder, statusFilter]) const handleSort = (field: 'name' | 'word_count' | 'hit_count' | 'created_at') => { if (sortField === field) { @@ -692,7 +678,11 @@ const DocumentList: FC = ({ {doc?.data_source_type === DataSourceType.FILE && } {doc?.data_source_type === DataSourceType.WEB && } - {doc.name} + + {doc.name} +