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9b7ebb6a7d
* build(pyproject.toml): add new dev dependencies - for type checking * build: reformat files to fit black * ci: reformat to fit black * ci(test-litellm.yml): make tests run clear * build(pyproject.toml): add ruff * fix: fix ruff checks * build(mypy/): fix mypy linting errors * fix(hashicorp_secret_manager.py): fix passing cert for tls auth * build(mypy/): resolve all mypy errors * test: update test * fix: fix black formatting * build(pre-commit-config.yaml): use poetry run black * fix(proxy_server.py): fix linting error * fix: fix ruff safe representation error
76 lines
2.7 KiB
Python
76 lines
2.7 KiB
Python
import os
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from typing import TYPE_CHECKING, Any, Union
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from litellm._logging import verbose_logger
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from litellm.integrations.arize import _utils
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from litellm.types.integrations.arize_phoenix import ArizePhoenixConfig
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if TYPE_CHECKING:
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from opentelemetry.trace import Span as _Span
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from litellm.types.integrations.arize import Protocol as _Protocol
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from .opentelemetry import OpenTelemetryConfig as _OpenTelemetryConfig
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Protocol = _Protocol
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OpenTelemetryConfig = _OpenTelemetryConfig
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Span = Union[_Span, Any]
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else:
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Protocol = Any
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OpenTelemetryConfig = Any
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Span = Any
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ARIZE_HOSTED_PHOENIX_ENDPOINT = "https://app.phoenix.arize.com/v1/traces"
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class ArizePhoenixLogger:
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@staticmethod
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def set_arize_phoenix_attributes(span: Span, kwargs, response_obj):
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_utils.set_attributes(span, kwargs, response_obj)
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return
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@staticmethod
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def get_arize_phoenix_config() -> ArizePhoenixConfig:
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"""
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Retrieves the Arize Phoenix configuration based on environment variables.
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Returns:
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ArizePhoenixConfig: A Pydantic model containing Arize Phoenix configuration.
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"""
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api_key = os.environ.get("PHOENIX_API_KEY", None)
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grpc_endpoint = os.environ.get("PHOENIX_COLLECTOR_ENDPOINT", None)
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http_endpoint = os.environ.get("PHOENIX_COLLECTOR_HTTP_ENDPOINT", None)
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endpoint = None
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protocol: Protocol = "otlp_http"
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if http_endpoint:
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endpoint = http_endpoint
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protocol = "otlp_http"
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elif grpc_endpoint:
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endpoint = grpc_endpoint
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protocol = "otlp_grpc"
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else:
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endpoint = ARIZE_HOSTED_PHOENIX_ENDPOINT
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protocol = "otlp_http"
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verbose_logger.debug(
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f"No PHOENIX_COLLECTOR_ENDPOINT or PHOENIX_COLLECTOR_HTTP_ENDPOINT found, using default endpoint with http: {ARIZE_HOSTED_PHOENIX_ENDPOINT}"
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)
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otlp_auth_headers = None
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# If the endpoint is the Arize hosted Phoenix endpoint, use the api_key as the auth header as currently it is uses
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# a slightly different auth header format than self hosted phoenix
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if endpoint == ARIZE_HOSTED_PHOENIX_ENDPOINT:
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if api_key is None:
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raise ValueError(
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"PHOENIX_API_KEY must be set when the Arize hosted Phoenix endpoint is used."
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)
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otlp_auth_headers = f"api_key={api_key}"
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elif api_key is not None:
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# api_key/auth is optional for self hosted phoenix
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otlp_auth_headers = f"Authorization=Bearer {api_key}"
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return ArizePhoenixConfig(
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otlp_auth_headers=otlp_auth_headers, protocol=protocol, endpoint=endpoint
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)
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