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pandera

Introduction

  • Statistical Data Validation for Pandas

User Guide

  • DataFrame Schemas
  • Series Schemas
  • Checks
  • Hypothesis Testing
  • Decorators for Pipeline Integration
  • Schema Inference
  • Schema Models
  • Lazy Validation
  • Data Synthesis Strategies (new)
  • Extensions (new)

Reference

  • API
    • pandera.schemas.DataFrameSchema
      • pandera.schemas.DataFrameSchema.__init__
      • pandera.schemas.DataFrameSchema.add_columns
      • pandera.schemas.DataFrameSchema.coerce_dtype
      • pandera.schemas.DataFrameSchema.example
      • pandera.schemas.DataFrameSchema.from_yaml
      • pandera.schemas.DataFrameSchema.get_dtype
      • pandera.schemas.DataFrameSchema.remove_columns
      • pandera.schemas.DataFrameSchema.rename_columns
      • pandera.schemas.DataFrameSchema.reset_index
      • pandera.schemas.DataFrameSchema.select_columns
      • pandera.schemas.DataFrameSchema.set_index
      • pandera.schemas.DataFrameSchema.strategy
      • pandera.schemas.DataFrameSchema.to_script
      • pandera.schemas.DataFrameSchema.to_yaml
      • pandera.schemas.DataFrameSchema.update_column
      • pandera.schemas.DataFrameSchema.update_columns
      • pandera.schemas.DataFrameSchema.validate
      • pandera.schemas.DataFrameSchema.__call__
    • pandera.schemas.SeriesSchema
      • pandera.schemas.SeriesSchema.__init__
      • pandera.schemas.SeriesSchema.validate
      • pandera.schemas.SeriesSchema.__call__
    • pandera.schema_components.Column
      • pandera.schema_components.Column.__init__
      • pandera.schema_components.Column.coerce_dtype
      • pandera.schema_components.Column.example
      • pandera.schema_components.Column.get_regex_columns
      • pandera.schema_components.Column.set_name
      • pandera.schema_components.Column.strategy
      • pandera.schema_components.Column.strategy_component
      • pandera.schema_components.Column.validate
      • pandera.schema_components.Column.__call__
    • pandera.schema_components.Index
      • pandera.schema_components.Index.example
      • pandera.schema_components.Index.strategy
      • pandera.schema_components.Index.strategy_component
      • pandera.schema_components.Index.validate
      • pandera.schema_components.Index.__call__
    • pandera.schema_components.MultiIndex
      • pandera.schema_components.MultiIndex.__init__
      • pandera.schema_components.MultiIndex.coerce_dtype
      • pandera.schema_components.MultiIndex.example
      • pandera.schema_components.MultiIndex.strategy
      • pandera.schema_components.MultiIndex.validate
      • pandera.schema_components.MultiIndex.__call__
    • pandera.model.SchemaModel
      • pandera.model.SchemaModel.example
      • pandera.model.SchemaModel.strategy
      • pandera.model.SchemaModel.to_schema
      • pandera.model.SchemaModel.to_yaml
      • pandera.model.SchemaModel.validate
    • pandera.model_components.Field
    • pandera.model_components.check
    • pandera.model_components.dataframe_check
    • pandera.typing
    • pandera.model.BaseConfig
    • pandera.checks.Check
      • pandera.checks.Check.eq
      • pandera.checks.Check.equal_to
      • pandera.checks.Check.ge
      • pandera.checks.Check.greater_than
      • pandera.checks.Check.greater_than_or_equal_to
      • pandera.checks.Check.gt
      • pandera.checks.Check.in_range
      • pandera.checks.Check.isin
      • pandera.checks.Check.le
      • pandera.checks.Check.less_than
      • pandera.checks.Check.less_than_or_equal_to
      • pandera.checks.Check.lt
      • pandera.checks.Check.ne
      • pandera.checks.Check.not_equal_to
      • pandera.checks.Check.notin
      • pandera.checks.Check.str_contains
      • pandera.checks.Check.str_endswith
      • pandera.checks.Check.str_length
      • pandera.checks.Check.str_matches
      • pandera.checks.Check.str_startswith
      • pandera.checks.Check.__call__
    • pandera.hypotheses.Hypothesis
      • pandera.hypotheses.Hypothesis.__init__
      • pandera.hypotheses.Hypothesis.one_sample_ttest
      • pandera.hypotheses.Hypothesis.two_sample_ttest
      • pandera.hypotheses.Hypothesis.__call__
    • pandera.dtypes.PandasDtype
    • pandera.decorators.check_input
    • pandera.decorators.check_output
    • pandera.decorators.check_io
    • pandera.decorators.check_types
    • pandera.schema_inference.infer_schema
    • pandera.io.from_yaml
    • pandera.io.to_yaml
    • pandera.io.to_script
    • pandera.strategies
    • pandera.extensions
    • pandera.errors.SchemaError
    • pandera.errors.SchemaErrors
    • pandera.errors.SchemaInitError
    • pandera.errors.SchemaDefinitionError

Community

  • Contributing

pandera.model.SchemaModel.to_schema¶

classmethod SchemaModel.to_schema()[source]¶

Create DataFrameSchema from the SchemaModel.

Return type

DataFrameSchema

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