Hide navigation sidebar

Hide table of contents sidebar

Toggle site navigation sidebar

Toggle table of contents sidebar

Introduction

A Statistical Data Testing Toolkit
▶️ Try Pandera

User Guide

DataFrame Schemas
DataFrame Models
Series Schemas
Checks
Hypothesis Testing
Pandera Data Types
Decorators for Pipeline Integration
Schema Inference
Lazy Validation
Data Synthesis Strategies
Extensions
Data Format Conversion
Supported DataFrame Libraries
Toggle child pages in navigation
- GeoPandas
- Dask
- Fugue
- Koalas
- Pyspark ⭐️ (New)
- Modin
Integrations
Toggle child pages in navigation
- FastAPI
- Frictionless
- Hypothesis
- Mypy
- Pydantic

Reference

API
Toggle child pages in navigation
- Core
  Toggle child pages in navigation
- Data Types
  Toggle child pages in navigation
  - pandera.dtypes.DataType
    Toggle child pages in navigation
  - pandera.dtypes.Bool
    Toggle child pages in navigation
  - pandera.dtypes.Timestamp
    Toggle child pages in navigation
  - pandera.dtypes.DateTime
  - pandera.dtypes.Timedelta
    Toggle child pages in navigation
  - pandera.dtypes.Category
    Toggle child pages in navigation
  - pandera.dtypes.Float
    Toggle child pages in navigation
  - pandera.dtypes.Float16
    Toggle child pages in navigation
  - pandera.dtypes.Float32
    Toggle child pages in navigation
  - pandera.dtypes.Float64
    Toggle child pages in navigation
  - pandera.dtypes.Float128
    Toggle child pages in navigation
  - pandera.dtypes.Int
    Toggle child pages in navigation
  - pandera.dtypes.Int8
    Toggle child pages in navigation
  - pandera.dtypes.Int16
    Toggle child pages in navigation
  - pandera.dtypes.Int32
    Toggle child pages in navigation
  - pandera.dtypes.Int64
    Toggle child pages in navigation
  - pandera.dtypes.UInt
    Toggle child pages in navigation
  - pandera.dtypes.UInt8
    Toggle child pages in navigation
  - pandera.dtypes.UInt16
    Toggle child pages in navigation
  - pandera.dtypes.UInt32
    Toggle child pages in navigation
  - pandera.dtypes.UInt64
    Toggle child pages in navigation
  - pandera.dtypes.Complex
    Toggle child pages in navigation
  - pandera.dtypes.Complex64
    Toggle child pages in navigation
  - pandera.dtypes.Complex128
    Toggle child pages in navigation
  - pandera.dtypes.Complex256
    Toggle child pages in navigation
  - pandera.dtypes.Decimal
    Toggle child pages in navigation
  - pandera.dtypes.String
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.BOOL
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.INT8
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.INT16
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.INT32
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.INT64
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.UINT8
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.UINT16
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.UINT32
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.UINT64
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.STRING
    Toggle child pages in navigation
  - pandera.engines.numpy_engine.Object
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.DateTime
  - pandera.engines.pandas_engine.Date
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.Decimal
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.Category
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.Geometry
    Toggle child pages in navigation
  - pandera.engines.pandas_engine.PydanticModel
    Toggle child pages in navigation
  - pandera.dtypes.is_subdtype
  - pandera.dtypes.is_float
  - pandera.dtypes.is_int
  - pandera.dtypes.is_uint
  - pandera.dtypes.is_complex
  - pandera.dtypes.is_numeric
  - pandera.dtypes.is_bool
  - pandera.dtypes.is_string
  - pandera.dtypes.is_datetime
  - pandera.dtypes.is_timedelta
  - pandera.dtypes.immutable
  - pandera.engines.engine.Engine
    Toggle child pages in navigation
  - pandera.engines.numpy_engine.Engine
    Toggle child pages in navigation
    - pandera.engines.numpy_engine.Engine.dtype
  - pandera.engines.pandas_engine.Engine
    Toggle child pages in navigation
    - pandera.engines.pandas_engine.Engine.dtype
    - pandera.engines.pandas_engine.Engine.numpy_dtype
- DataFrame Models
  Toggle child pages in navigation
  - pandera.api.pandas.model.SchemaModel
    Toggle child pages in navigation
  - pandera.api.pandas.model.DataFrameModel
    Toggle child pages in navigation
  - pandera.api.pandas.model_components.Field
  - pandera.api.pandas.model_components.check
  - pandera.api.pandas.model_components.dataframe_check
  - pandera.typing
    Toggle child pages in navigation
    - pandera.typing.fastapi.UploadFile
      Toggle child pages in navigation
      - pandera.typing.fastapi.UploadFile.__init__
      - pandera.typing.fastapi.UploadFile.pydantic_validate
    - pandera.typing.formats.Formats
  - pandera.api.pandas.model_config.BaseConfig
- Decorators
  Toggle child pages in navigation
- Schema Inference
  Toggle child pages in navigation
  - pandera.schema_inference.pandas.infer_schema
- IO Utilities
  Toggle child pages in navigation
- Data Synthesis Strategies
  Toggle child pages in navigation
  - pandera.strategies
- Extensions
  Toggle child pages in navigation
  - pandera.extensions
- Errors
  Toggle child pages in navigation

Community

Contributing

v: v0.14.5

Versions: latest; stable; v0.14.5; v0.14.4; v0.14.3; v0.14.2; v0.14.1; v0.14.0; v0.13.4; v0.13.3; v0.13.2; v0.13.1; v0.13.0; v0.12.0; v0.11.0; v0.10.1; v0.10.0; v0.9.0; v0.8.1; v0.8.0; v0.7.2; v0.7.1; v0.7.0; v0.6.5; v0.6.4; v0.6.3

Downloads

On Read the Docs: Project Home; Builds

Toggle table of contents sidebar

pandera.dtypes.Float128.coerce#

Float128.coerce(data_container)[source]#: Coerce data container to the data type.

pandera.dtypes.Float128.coerce_value

pandera.dtypes.Float128.check

Copyright © 2019, Niels Bantilan, Nigel Markey, Jean-Francois Zinque

Made with Sphinx and @pradyunsg's Furo