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Typedframes

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Static analysis tool that validates pandas and polars DataFrame column schemas at lint‑time, catching mismatches before runtime

Rust Latest v0.3.1 · 13d ago Security brief →

Features

  • Detects column access errors statically with mypy or a dedicated checker
  • Supports both pandas and polars DataFrames using the same schema API
  • Infers column sets from `usecols=`, `dtype=` and method chains without explicit annotations
  • Provides refactor‑safe descriptor access (`Schema.column.s` for pandas, `Schema.column.col` for polars)
  • Offers dynamic regex‑based ColumnSets for time‑series or varying schemas

Recent releases

View all 6 releases →
No immediate action
v0.3.1 Bug fix

Performance regression fix

No immediate action
v0.3.0 New feature

Transitive requirement resolution

Review required
v0.2.2 Mixed
Dependencies

CI fixes + Rust toolchain bump + Benchmark updates

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Rust Python

Install & Platforms

Install via
pip

Beta — feedback welcome: [email protected]