dify/api/core/ops
GareArc d858cbdc0c
feat(telemetry): add input/output token split to enterprise OTEL traces
- Add PROMPT_TOKENS and COMPLETION_TOKENS to WorkflowNodeExecutionMetadataKey
- Store prompt/completion tokens in node execution metadata JSON (no schema change)
- Calculate workflow-level token split by summing node executions on-the-fly
- Export gen_ai.usage.input_tokens and output_tokens to enterprise telemetry
- Add semantic convention constants for token attributes
- Maintain backward compatibility (historical data shows null)

BREAKING: None
MIGRATION: None (uses JSON metadata, no schema changes)
2026-02-03 19:27:11 -08:00
..
aliyun_trace feat(ops): set root span kind for AliyunTrace to enable service-level metrics aggregation (#30728) 2026-01-13 10:12:00 +08:00
arize_phoenix_trace fix(api): Populate Missing Attributes For Arize Phoenix Integration (#29526) 2025-12-15 11:15:18 +08:00
entities feat(telemetry): add input/output token split to enterprise OTEL traces 2026-02-03 19:27:11 -08:00
langfuse_trace feat(enterprise): Add OTEL telemetry with slim traces, metrics, and structured logs 2026-02-02 15:50:43 -08:00
langsmith_trace feat(enterprise): Add OTEL telemetry with slim traces, metrics, and structured logs 2026-02-02 15:50:43 -08:00
mlflow_trace feat: MLflow tracing (#26093) 2025-11-22 13:53:58 +08:00
opik_trace remove .value (#26633) 2025-10-11 09:08:29 +08:00
tencent_trace revert: "fix(ops): add streaming metrics and LLM span for agent-chat traces" (#29469) 2025-12-11 12:53:37 +08:00
weave_trace Fix duration displayed for workflow steps on Weave dashboard (#28289) 2025-11-20 11:37:01 +08:00
__init__.py feat: add ops trace (#5483) 2024-06-26 17:33:29 +08:00
base_trace_instance.py Migrate SQLAlchemy from 1.x to 2.0 with automated and manual adjustments (#23224) 2025-09-02 10:30:19 +08:00
ops_trace_manager.py feat(telemetry): add input/output token split to enterprise OTEL traces 2026-02-03 19:27:11 -08:00
utils.py fix(ops): correct LangSmith dotted_order timestamp format (#30022) 2025-12-23 19:00:17 +08:00