andras/great-ai
1
0
Fork 0
Code Issues Pull requests 1 Projects Releases 4 Packages Wiki Activity Actions

Improve log_metric for use in Notebooks

Browse source
This commit is contained in:
Andras Schmelczer 2022-08-07 14:13:11 +02:00
parent 58286f6f1c
commit e717234f66
No known key found for this signature in database
GPG key ID: 0EA1BC97D0AB076E
1 changed files with 11 additions and 4 deletions
Download patch file Download diff file Expand all files Collapse all files

9
great_ai/parameters/log_metric.py
View file

@ -5,7 +5,7 @@ from ..context import get_context
from ..tracing import TracingContext from ..tracing import TracingContext
def log_metric(argument_name: str, value: Any) -> None: def log_metric(argument_name: str, value: Any, disable_logging: bool=False) -> None:
"""Log a key (argument_name)-value pair that is persisted inside the trace. """Log a key (argument_name)-value pair that is persisted inside the trace.
The name of the function from where this is called is also stored. The name of the function from where this is called is also stored.
@ -13,12 +13,19 @@ def log_metric(argument_name: str, value: Any) -> None:
Args: Args:
argument_name: The key for storing the value. argument_name: The key for storing the value.
value: Value to log. Must be JSON-serialisable. value: Value to log. Must be JSON-serialisable.
disable_logging: If True, only persist in trace but don't show in console
""" """
tracing_context = TracingContext.get_current_tracing_context() tracing_context = TracingContext.get_current_tracing_context()
try:
caller = inspect.stack()[1].function caller = inspect.stack()[1].function
actual_name = f"metric:{caller}:{argument_name}" actual_name = f"metric:{caller}:{argument_name}"
except:
# inspect might not work in notebooks
actual_name = f"metric:{argument_name}"
if tracing_context: if tracing_context:
tracing_context.log_value(name=actual_name, value=value) tracing_context.log_value(name=actual_name, value=value)
if not disable_logging:
get_context().logger.info(f"{actual_name}={value}") get_context().logger.info(f"{actual_name}={value}")