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App version: 3.4.14

NeptuneLoggingHandler

Python package: neptune-scale

A handler that sends the records created by the Python Logger to Neptune.

Related

Parameters​

run
required

A reference to a Run object which should track the logs.

level
int
required
default: logging.NOTSET

Level of the logs to capture:

  1. debug
  2. info
  3. warning
  4. error
  5. critical

By default, all logs that match the logger level are captured.

attribute_path
str
optional
default: None

Path to the StringSeries attribute that stores the logs. If None, the logs are stored under runtime/logs.

Example​

from neptune_scale import Run
from neptune_scale import NeptuneLoggingHandler

import logging


# Create a logger
logger = logging.getLogger("my_experiment")
logger.setLevel(logging.INFO)

if __name__ == "__main__":
    run = Run(
        api_token="eyJhcGlfYWRkcmVz...In0=",  
        project="team-alpha/project-x",
    )
   
    # Create a NeptuneLoggingHandler object and add it to the logger
    npt_handler = NeptuneLoggingHandler(run=run)
    logger.addHandler(npt_handler)

    # Log messages
    logger.info("Starting data preparation")