How to use _to_schema_component method in pandera

Best Python code snippet using pandera_python

model_components.py

Source:model_components.py Github

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...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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