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trail demo library

Project description

Trail db

A small demo library to save mlflow run data to a mongodb. Prerequisite is using mlflow to track experiments.

Installation

pip install traildb

Get started

from traildb import DB_import

Instantiate a DB_import object

db_imp = DB_import(URI, database_name)

Call the MLflow_to_db method after the mlflow run (not within the run)

with mlflow.start_run() as run:
...your training code...
db_imp.MLflow_to_db(mlflow.get_run(run_id=run.info.run_id), parent_id)

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