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polars - Fast in-memory DataFrame library based on Apache Arrow

Provides data manipulation capabilities, lazy query optimization, file I/O operations, and pandas migration patterns using Polars.

Tags

Updated: 2026-09-22

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Query and manipulate tabular data
  • Perform group aggregations
  • Apply window functions
  • Read and write data files
  • Join and reshape DataFrames
  • Migrate pandas code to Polars

Inputs

  • Tabular datasets
  • Data file paths

Outputs

  • Transformed DataFrames
  • Exported data files

Requirements

  • Python environment
  • polars package

Source

  • Spec: SKILL.md

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polars
dataframe
etl
python
data-processing
Query and manipulate tabular data
Perform group aggregations
Apply window functions
Read and write data files
Tabular datasets
Data file paths
Transformed DataFrames
Exported data files