Metadata-Version: 2.4
Name: statcast-bigquery
Version: 0.3.0
Summary: Statcast → BigQuery: idempotent ingestion + LLM-friendly docs + Baseball Savant verification
Project-URL: Homepage, https://github.com/blahovec-labs/statcast-bigquery
Project-URL: Issues, https://github.com/blahovec-labs/statcast-bigquery/issues
Project-URL: Changelog, https://github.com/blahovec-labs/statcast-bigquery/blob/main/CHANGELOG.md
Author: Jason Blahovec
License: MIT
License-File: LICENSE
Keywords: baseball,bigquery,data-engineering,mlb,statcast
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Database
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.11
Requires-Dist: google-cloud-bigquery<4.0,>=3.20
Requires-Dist: pandas<3.0,>=2.0
Requires-Dist: pyarrow<19.0,>=15.0
Requires-Dist: pybaseball<3.0,>=2.2.7
Provides-Extra: dev
Requires-Dist: build>=1.2.0; extra == 'dev'
Requires-Dist: duckdb<2.0,>=1.0; extra == 'dev'
Requires-Dist: pyright>=1.1.380; extra == 'dev'
Requires-Dist: pytest-cov>=5.0; extra == 'dev'
Requires-Dist: pytest>=8.0; extra == 'dev'
Requires-Dist: ruff>=0.6.0; extra == 'dev'
Description-Content-Type: text/markdown

# 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.
