wandbtocsv 0.0.5

Export summary metrics and config from runs as a csv file from a project

wandbtocsv

Background

wandbtocsv allows you to quickly export a flat csv file of the top level metrics, config, etc. from your Weights & Biases runs in an easy to use CLI interface.

Install

pip install wandbtocsv

How to use

!wandbtocsv -h

usage: wandbtocsv [-h] [--entity ENTITY] [--project PROJECT]
                  [--output_file OUTPUT_FILE]

options:
  -h, --help                 show this help message and exit
  --entity ENTITY            Entity for the WANDB runs. If not provided,
                             attempts to fetch from environment variable
                             'WANDB_ENTITY'.
  --project PROJECT          Project for the WANDB runs. If not provided,
                             attempts to fetch from environment variable
                             'WANDB_PROJECT'.
  --output_file OUTPUT_FILE  Path to save the output CSV. Default name format:
                             {entity}-{project}-{mmddyy}.csv

!wandbtocsv --entity hamelsmu --project deepspeed-data

Fetching runs... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00% 0:00:01[36m0:00:03
Saved 480 runs to hamelsmu-deepspeed-data-100823.csv

Bonus, explore your wandb runs in Datasette

csvs-to-sqlite hamelsmu-deepspeed-data-100823.csv hamelsmu-deepspeed-data-100823.db
datasette hamelsmu-deepspeed-data-100823.db -o