Statcast → BigQuery: idempotent ingestion + LLM-friendly docs + Baseball Savant verification

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  • License: MIT License (MIT)
  • Author: Jason Blahovec
  • Tags baseball , bigquery , data-engineering , mlb , statcast
  • Requires: Python >=3.11
  • Provides-Extra: dev
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Project description

statcast-bigquery

Idempotent Statcast → BigQuery ingestion, with first-class documentation for SQL/LLM agents and round-trip validation against Baseball Savant.

Install

pip install statcast-bigquery

Quickstart

gcloud auth application-default login
statcast-bigquery sync \
    --start 2024-04-01 --end 2024-10-31 \
    --table myproject.mydataset.statcast_pitches

Documentation

statcast-bigquery docs --format llm > STATCAST_FOR_LLMS.md

Verification

statcast-bigquery verify \
    --source baseball-savant \
    --aggregation player-season \
    --metric all --season 2024 \
    --table myproject.mydataset.statcast_pitches

MIT licensed. This software does not include or distribute MLB data.

Project details

Verified details

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Project links
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Avatar for blahovec from gravatar.com blahovec

Unverified details

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Meta
  • License: MIT License (MIT)
  • Author: Jason Blahovec
  • Tags baseball , bigquery , data-engineering , mlb , statcast
  • Requires: Python >=3.11
  • Provides-Extra: dev
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