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feat - add support to init arize ai

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This commit is contained in:
Ishaan Jaff 2024-07-22 10:58:20 -07:00
parent 48c365976f
commit c7f72cbbde
1 changed files with 56 additions and 0 deletions
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56
litellm/litellm_core_utils/litellm_logging.py
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@ -1954,6 +1954,43 @@ def _init_custom_logger_compatible_class(
_langsmith_logger = LangsmithLogger()
_in_memory_loggers.append(_langsmith_logger)
return _langsmith_logger # type: ignore
elif logging_integration == "arize":
if "ARIZE_SPACE_KEY" not in os.environ:
raise ValueError("ARIZE_SPACE_KEY not found in environment variables")
if "ARIZE_API_KEY" not in os.environ:
raise ValueError("ARIZE_API_KEY not found in environment variables")
from litellm.integrations.opentelemetry import (
OpenTelemetry,
OpenTelemetryConfig,
)
otel_config = OpenTelemetryConfig(
exporter="otlp_grpc",
endpoint="https://otlp.arize.com/v1",
)
os.environ["OTEL_EXPORTER_OTLP_TRACES_HEADERS"] = (
f"space_key={os.getenv('ARIZE_SPACE_KEY')},api_key={os.getenv('ARIZE_API_KEY')}"
)
for callback in _in_memory_loggers:
if (
isinstance(callback, OpenTelemetry)
and callback.callback_name == "arize"
):
return callback # type: ignore
_otel_logger = OpenTelemetry(config=otel_config, callback_name="arize")
_in_memory_loggers.append(_otel_logger)
return _otel_logger # type: ignore
elif logging_integration == "otel":
from litellm.integrations.opentelemetry import OpenTelemetry
for callback in _in_memory_loggers:
if isinstance(callback, OpenTelemetry):
return callback # type: ignore
otel_logger = OpenTelemetry()
_in_memory_loggers.append(otel_logger)
return otel_logger # type: ignore
elif logging_integration == "galileo":
for callback in _in_memory_loggers:
@ -2027,6 +2064,25 @@ def get_custom_logger_compatible_class(
for callback in _in_memory_loggers:
if isinstance(callback, LangsmithLogger):
return callback
elif logging_integration == "otel":
from litellm.integrations.opentelemetry import OpenTelemetry
for callback in _in_memory_loggers:
if isinstance(callback, OpenTelemetry):
return callback
elif logging_integration == "arize":
from litellm.integrations.opentelemetry import OpenTelemetry
if "ARIZE_SPACE_KEY" not in os.environ:
raise ValueError("ARIZE_SPACE_KEY not found in environment variables")
if "ARIZE_API_KEY" not in os.environ:
raise ValueError("ARIZE_API_KEY not found in environment variables")
for callback in _in_memory_loggers:
if (
isinstance(callback, OpenTelemetry)
and callback.callback_name == "arize"
):
return callback
elif logging_integration == "logfire":
if "LOGFIRE_TOKEN" not in os.environ:
raise ValueError("LOGFIRE_TOKEN not found in environment variables")