dify/api/enterprise/telemetry/id_generator.py
GareArc 3461c3a8ef
feat(enterprise): Add OTEL telemetry with slim traces, metrics, and structured logs
- Add EnterpriseOtelTrace handler with span emission for workflows and nodes
- Implement minimal-span strategy: slim spans + detailed companion logs
- Add deterministic span/trace IDs for cross-workflow trace correlation
- Add metric collection at 100% accuracy (counters & histograms)
- Add event handlers for app lifecycle and feedback telemetry
- Add cross-workflow trace linking with parent context propagation
- Add OTEL exporter with configurable sampling and privacy controls
- Wire enterprise telemetry into workflow execution pipeline
- Add telemetry configuration in enterprise configs
2026-02-05 20:12:28 -08:00

77 lines
2.6 KiB
Python

"""Custom OTEL ID Generator for correlation-based trace/span ID derivation.
Uses contextvars for thread-safe correlation_id -> trace_id mapping.
When a span_id_source is set, the span_id is derived deterministically
from that value, enabling any span to reference another as parent
without depending on span creation order.
"""
import random
import uuid
from contextvars import ContextVar
from typing import cast
from opentelemetry.sdk.trace.id_generator import IdGenerator
_correlation_id_context: ContextVar[str | None] = ContextVar("correlation_id", default=None)
_span_id_source_context: ContextVar[str | None] = ContextVar("span_id_source", default=None)
def set_correlation_id(correlation_id: str | None) -> None:
_correlation_id_context.set(correlation_id)
def get_correlation_id() -> str | None:
return _correlation_id_context.get()
def set_span_id_source(source_id: str | None) -> None:
"""Set the source for deterministic span_id generation.
When set, ``generate_span_id()`` derives the span_id from this value
(lower 64 bits of the UUID). Pass the ``workflow_run_id`` for workflow
root spans or ``node_execution_id`` for node spans.
"""
_span_id_source_context.set(source_id)
def compute_deterministic_span_id(source_id: str) -> int:
"""Derive a deterministic span_id from any UUID string.
Uses the lower 64 bits of the UUID, guaranteeing non-zero output
(OTEL requires span_id != 0).
"""
span_id = cast(int, uuid.UUID(source_id).int) & ((1 << 64) - 1)
return span_id if span_id != 0 else 1
class CorrelationIdGenerator(IdGenerator):
"""ID generator that derives trace_id and optionally span_id from context.
- trace_id: always derived from correlation_id (groups all spans in one trace)
- span_id: derived from span_id_source when set (enables deterministic
parent-child linking), otherwise random
"""
def generate_trace_id(self) -> int:
correlation_id = _correlation_id_context.get()
if correlation_id:
try:
return cast(int, uuid.UUID(correlation_id).int)
except (ValueError, AttributeError):
pass
return random.getrandbits(128)
def generate_span_id(self) -> int:
source = _span_id_source_context.get()
if source:
try:
return compute_deterministic_span_id(source)
except (ValueError, AttributeError):
pass
span_id = random.getrandbits(64)
while span_id == 0:
span_id = random.getrandbits(64)
return span_id