Core¶
Schemas¶
A light-weight pandas DataFrame validator. |
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A pandas Series validator. |
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A polars LazyFrame or DataFrame validator. |
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A light-weight PySpark DataFrame validator. |
Schema Components¶
Validate types and properties of pandas DataFrame columns. |
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Validate types and properties of a pandas DataFrame Index. |
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Validate types and properties of a pandas DataFrame MultiIndex. |
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Polars column schema component. |
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Validate types and properties of DataFrame columns. |
Checks¶
Check a data object for certain properties. |
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Special type of |
Data Objects¶
Create new instance of PolarsData(lazyframe, key) |
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Pyspark Object which holds dataframe and column value in a named tuble |