Files
MoFin/venv/lib/python3.12/site-packages/litellm/integrations/otel/presets/arize.py
T
知微 fa45d8aa5f fix: 小果地址统一node122(兼容LAN+EasyTier)
- health_checklist.json: 192.168.1.122→node122
- ocr_client.py: docstring IP→node122
- docs/market-data-requirements.md: IP→node122
- 所有API调用通过ProxyHandler({})绕过系统代理
  Privoxy对node122:18003返回500,直连正常
2026-06-30 02:56:35 +08:00

81 lines
2.8 KiB
Python

"""Arize preset — OTLP exporter to Arize + OpenInference vocabulary."""
from pydantic import Field
from pydantic_settings import BaseSettings, SettingsConfigDict
from litellm.integrations.arize.arize import ArizeLogger as _V1ArizeLogger
from litellm.integrations.otel.model.config import (
ExporterOwner,
ExporterSpec,
OpenTelemetryV2Config,
)
from litellm.integrations.otel.presets.utils import ensure_mappers
from litellm.types.utils import StandardCallbackDynamicParams
class _ArizeSettings(BaseSettings):
model_config = SettingsConfigDict(case_sensitive=False, extra="ignore")
# Standard OTLP headers env var, used as the fallback when no Arize
# credentials are configured.
otlp_traces_headers: str | None = Field(
default=None, validation_alias="OTEL_EXPORTER_OTLP_TRACES_HEADERS"
)
def arize_preset(
*,
config_overrides: OpenTelemetryV2Config | None = None,
) -> OpenTelemetryV2Config:
arize_cfg = _V1ArizeLogger.get_arize_config()
headers = _arize_headers(arize_cfg)
base = config_overrides or OpenTelemetryV2Config()
return base.model_copy(
update={
"exporters": [
*base.exporters,
ExporterSpec(
kind=arize_cfg.protocol or "otlp_grpc",
endpoint=arize_cfg.endpoint or "https://otlp.arize.com/v1",
headers=headers,
owner=ExporterOwner.ARIZE_AX,
),
],
"mapper_names": ensure_mappers(base.mapper_names, "openinference"),
"resource_attributes": {
**base.resource_attributes,
**(
{"model_id": arize_cfg.project_name}
if arize_cfg.project_name
else {}
),
},
}
)
def _arize_headers(arize_cfg) -> str | None:
pieces = []
if arize_cfg.space_id or arize_cfg.space_key:
pieces.append(f"space_id={arize_cfg.space_id or arize_cfg.space_key}")
if arize_cfg.api_key:
pieces.append(f"api_key={arize_cfg.api_key}")
if not pieces:
# Fall back to the standard OTLP headers env var when no Arize
# credentials are configured.
return _ArizeSettings().otlp_traces_headers
return ",".join(pieces)
def arize_dynamic_headers(params: StandardCallbackDynamicParams) -> dict[str, str]:
"""Per-request Arize OTLP headers from team/key dynamic params."""
headers: dict[str, str] = {}
# ``arize_space_key`` is the suggested param and wins over ``arize_space_id``.
space = params.get("arize_space_key") or params.get("arize_space_id")
if space:
headers["arize-space-id"] = space
api_key = params.get("arize_api_key")
if api_key:
headers["api_key"] = api_key
return headers