API¶

DataFrames¶

Core	The core objects for defining pandera schemas
GeoPandas	`GeoDataFrameSchema` and `GeoDataFrameModel` entry point
Data Types	Data types for type checking and coercion.
DataFrame Models	Alternative class-based API for defining types for tabular/array-like data.
Decorators	Decorators for integrating pandera schemas with python functions.
Schema Inference	Bootstrap schemas from real data
IO Utilities	Utility functions for reading/writing schemas
Data Synthesis Strategies	Module of functions for generating data from schemas.
Extensions	Utility functions for extending pandera functionality
Errors	Pandera-specific exceptions

Configuration¶

`PanderaConfig`	Global configuration (validation enabled, depth, caching)
`ValidationDepth`	Whether to apply checks at schema-level, data-level, or both
`ValidationScope`	Indicates whether a check operates at schema or data level
`config_context()`	Context manager to temporarily override config settings
`get_config_context()`	Get the current configuration context
`get_config_global()`	Get the global configuration
`reset_config_context()`	Reset context configuration to the global default

See :ref:api-core for full details.

Multi-dimensional arrays¶

Schemas for labelled N-dimensional xarray arrays, datasets, and datatrees