This commit is contained in:
Christian Mantha
2026-03-02 19:10:52 -05:00
commit 2ca0b9ef7c
28907 changed files with 5233713 additions and 0 deletions

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import logging
from typing import Any, Callable
from mlflow.bedrock import FLAVOR_NAME
from mlflow.environment_variables import _MLFLOW_TESTING
from mlflow.utils.autologging_utils.config import AutoLoggingConfig
_logger = logging.getLogger(__name__)
def capture_exception(logging_message: str):
"""
A decorator to capture exceptions during a function execution.
"""
def decorator(func):
def wrapper(*args, **kwargs):
try:
return func(*args, **kwargs)
except Exception:
_logger.debug(logging_message)
if _MLFLOW_TESTING:
raise
return wrapper
return decorator
def skip_if_trace_disabled(func: Callable[..., Any]) -> Callable[..., Any]:
"""
A decorator to apply the function only if trace autologging is enabled.
This decorator is used to skip the test if the trace autologging is disabled.
"""
def wrapper(original, self, *args, **kwargs):
config = AutoLoggingConfig.init(flavor_name=FLAVOR_NAME)
if not config.log_traces:
return original(self, *args, **kwargs)
return func(original, self, *args, **kwargs)
return wrapper