Pandas DataFrame Schema Validator

Pandas DataFrame Schema Validator

Validates Pandas DataFrame structures using the pandera library API and pa.DataFrameSchema definitions. Enforces column types, nullable constraints, and custom check functions via pandera.Check.

Installation

Use the upstream install or setup path that matches your environment:

• conda install -c conda-forge pandas
• pip install pandas
• pip install cython
• pip install .

Requirements and caveats from upstream:

• pandas: A Powerful Python Data Analysis Toolkit

• pandas is a Python package that provides fast, flexible, and expressive data
• doing practical, real-world data analysis in Python. Additionally, it has

Basic usage or getting-started notes:

• To install pandas from source you need Cython in addition to the normal

• dependencies above. Cython can be installed from PyPI:

• sh

• Source: https://github.com/pandas-dev/pandas

• Extracted from upstream docs: https://raw.githubusercontent.com/pandas-dev/pandas/HEAD/README.md

Source

• Agent Skill Exchange