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How to use _to_schema_component method in pandera

Best Python code snippet using pandera_python

model_components.py

Source:model_components.py

...100    def __ne__(self, other):101        return self.name != other102    def __set__(self, instance: Any, value: Any) -> None:  # pragma: no cover103        raise AttributeError(f"Can't set the {self.original_name} field.")104    def _to_schema_component(105        self,106        pandas_dtype: PandasDtypeInputTypes,107        component: Type[SchemaComponent],108        checks: _CheckList = None,109        **kwargs: Any,110    ) -> SchemaComponent:111        if self.dtype_kwargs:112            pandas_dtype = pandas_dtype(**self.dtype_kwargs)  # type: ignore113        checks = self.checks + _to_checklist(checks)114        return component(pandas_dtype, checks=checks, **kwargs)  # type: ignore115    def to_column(116        self,117        pandas_dtype: PandasDtypeInputTypes,118        checks: _CheckList = None,119        required: bool = True,120        name: str = None,121    ) -> Column:122        """Create a schema_components.Column from a field."""123        return self._to_schema_component(124            pandas_dtype,125            Column,126            nullable=self.nullable,127            unique=self.unique,128            allow_duplicates=self.allow_duplicates,129            coerce=self.coerce,130            regex=self.regex,131            required=required,132            name=name,133            checks=checks,134            title=self.title,135            description=self.description,136        )137    def to_index(138        self,139        pandas_dtype: PandasDtypeInputTypes,140        checks: _CheckList = None,141        name: str = None,142    ) -> Index:143        """Create a schema_components.Index from a field."""144        return self._to_schema_component(145            pandas_dtype,146            Index,147            nullable=self.nullable,148            unique=self.unique,149            allow_duplicates=self.allow_duplicates,150            coerce=self.coerce,151            name=name,152            checks=checks,153            title=self.title,154            description=self.description,155        )156def Field(157    *,158    eq: Any = None,...

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