forked from phoenix/litellm-mirror
use langsmith as a custom callback class
This commit is contained in:
parent
b2b180e254
commit
9c00fb64c4
3 changed files with 26 additions and 24 deletions
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@ -38,7 +38,7 @@ success_callback: List[Union[str, Callable]] = []
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failure_callback: List[Union[str, Callable]] = []
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failure_callback: List[Union[str, Callable]] = []
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service_callback: List[Union[str, Callable]] = []
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service_callback: List[Union[str, Callable]] = []
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_custom_logger_compatible_callbacks_literal = Literal[
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_custom_logger_compatible_callbacks_literal = Literal[
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"lago", "openmeter", "logfire", "dynamic_rate_limiter"
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"lago", "openmeter", "logfire", "dynamic_rate_limiter", "langsmith", "galileo"
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]
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]
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callbacks: List[Union[Callable, _custom_logger_compatible_callbacks_literal]] = []
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callbacks: List[Union[Callable, _custom_logger_compatible_callbacks_literal]] = []
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_langfuse_default_tags: Optional[
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_langfuse_default_tags: Optional[
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@ -39,7 +39,6 @@ from litellm.utils import (
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add_breadcrumb,
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add_breadcrumb,
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capture_exception,
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capture_exception,
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customLogger,
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customLogger,
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langsmithLogger,
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liteDebuggerClient,
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liteDebuggerClient,
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logfireLogger,
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logfireLogger,
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lunaryLogger,
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lunaryLogger,
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@ -89,7 +88,6 @@ alerts_channel = None
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heliconeLogger = None
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heliconeLogger = None
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athinaLogger = None
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athinaLogger = None
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promptLayerLogger = None
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promptLayerLogger = None
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langsmithLogger = None
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logfireLogger = None
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logfireLogger = None
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weightsBiasesLogger = None
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weightsBiasesLogger = None
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customLogger = None
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customLogger = None
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@ -136,7 +134,7 @@ in_memory_trace_id_cache = ServiceTraceIDCache()
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class Logging:
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class Logging:
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global supabaseClient, liteDebuggerClient, promptLayerLogger, weightsBiasesLogger, langsmithLogger, logfireLogger, capture_exception, add_breadcrumb, lunaryLogger, logfireLogger, prometheusLogger, slack_app
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global supabaseClient, liteDebuggerClient, promptLayerLogger, weightsBiasesLogger, logfireLogger, capture_exception, add_breadcrumb, lunaryLogger, logfireLogger, prometheusLogger, slack_app
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custom_pricing: bool = False
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custom_pricing: bool = False
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stream_options = None
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stream_options = None
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@ -738,23 +736,6 @@ class Logging:
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end_time=end_time,
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end_time=end_time,
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print_verbose=print_verbose,
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print_verbose=print_verbose,
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)
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)
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if callback == "langsmith":
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print_verbose("reaches langsmith for logging!")
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if self.stream:
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if "complete_streaming_response" not in kwargs:
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continue
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else:
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print_verbose(
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"reaches langsmith for streaming logging!"
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)
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result = kwargs["complete_streaming_response"]
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langsmithLogger.log_event(
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kwargs=self.model_call_details,
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response_obj=result,
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start_time=start_time,
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end_time=end_time,
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print_verbose=print_verbose,
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)
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if callback == "logfire":
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if callback == "logfire":
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global logfireLogger
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global logfireLogger
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verbose_logger.debug("reaches logfire for success logging!")
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verbose_logger.debug("reaches logfire for success logging!")
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@ -1822,7 +1803,7 @@ def set_callbacks(callback_list, function_id=None):
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"""
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"""
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Globally sets the callback client
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Globally sets the callback client
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"""
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"""
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global sentry_sdk_instance, capture_exception, add_breadcrumb, posthog, slack_app, alerts_channel, traceloopLogger, athinaLogger, heliconeLogger, aispendLogger, berrispendLogger, supabaseClient, liteDebuggerClient, lunaryLogger, promptLayerLogger, langFuseLogger, customLogger, weightsBiasesLogger, langsmithLogger, logfireLogger, dynamoLogger, s3Logger, dataDogLogger, prometheusLogger, greenscaleLogger, openMeterLogger
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global sentry_sdk_instance, capture_exception, add_breadcrumb, posthog, slack_app, alerts_channel, traceloopLogger, athinaLogger, heliconeLogger, aispendLogger, berrispendLogger, supabaseClient, liteDebuggerClient, lunaryLogger, promptLayerLogger, langFuseLogger, customLogger, weightsBiasesLogger, logfireLogger, dynamoLogger, s3Logger, dataDogLogger, prometheusLogger, greenscaleLogger, openMeterLogger
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try:
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try:
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for callback in callback_list:
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for callback in callback_list:
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@ -1903,8 +1884,6 @@ def set_callbacks(callback_list, function_id=None):
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s3Logger = S3Logger()
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s3Logger = S3Logger()
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elif callback == "wandb":
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elif callback == "wandb":
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weightsBiasesLogger = WeightsBiasesLogger()
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weightsBiasesLogger = WeightsBiasesLogger()
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elif callback == "langsmith":
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langsmithLogger = LangsmithLogger()
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elif callback == "logfire":
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elif callback == "logfire":
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logfireLogger = LogfireLogger()
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logfireLogger = LogfireLogger()
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elif callback == "aispend":
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elif callback == "aispend":
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@ -1957,6 +1936,15 @@ def _init_custom_logger_compatible_class(
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_in_memory_loggers.append(_openmeter_logger)
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_in_memory_loggers.append(_openmeter_logger)
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return _openmeter_logger # type: ignore
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return _openmeter_logger # type: ignore
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elif logging_integration == "langsmith":
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for callback in _in_memory_loggers:
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if isinstance(callback, LangsmithLogger):
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return callback # type: ignore
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_langsmith_logger = LangsmithLogger()
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_in_memory_loggers.append(_langsmith_logger)
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return _langsmith_logger # type: ignore
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elif logging_integration == "galileo":
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elif logging_integration == "galileo":
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for callback in _in_memory_loggers:
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for callback in _in_memory_loggers:
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if isinstance(callback, GalileoObserve):
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if isinstance(callback, GalileoObserve):
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@ -2025,6 +2013,10 @@ def get_custom_logger_compatible_class(
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for callback in _in_memory_loggers:
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for callback in _in_memory_loggers:
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if isinstance(callback, GalileoObserve):
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if isinstance(callback, GalileoObserve):
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return callback
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return callback
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elif logging_integration == "langsmith":
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for callback in _in_memory_loggers:
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if isinstance(callback, LangsmithLogger):
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return callback
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elif logging_integration == "logfire":
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elif logging_integration == "logfire":
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if "LOGFIRE_TOKEN" not in os.environ:
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if "LOGFIRE_TOKEN" not in os.environ:
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raise ValueError("LOGFIRE_TOKEN not found in environment variables")
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raise ValueError("LOGFIRE_TOKEN not found in environment variables")
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@ -417,6 +417,16 @@ def function_setup(
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# we only support async dynamo db logging for acompletion/aembedding since that's used on proxy
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# we only support async dynamo db logging for acompletion/aembedding since that's used on proxy
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litellm._async_success_callback.append(callback)
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litellm._async_success_callback.append(callback)
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removed_async_items.append(index)
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removed_async_items.append(index)
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elif callback == "langsmith":
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callback_class = litellm.litellm_core_utils.litellm_logging._init_custom_logger_compatible_class( # type: ignore
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callback, internal_usage_cache=None, llm_router=None
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)
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# don't double add a callback
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if not any(
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isinstance(cb, type(callback_class)) for cb in litellm.callbacks
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):
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litellm.callbacks.append(callback_class) # type: ignore
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# Pop the async items from success_callback in reverse order to avoid index issues
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# Pop the async items from success_callback in reverse order to avoid index issues
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for index in reversed(removed_async_items):
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for index in reversed(removed_async_items):
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