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pandas

class DataFrameType

MlemABC parent type: data_type

MlemABC type: dataframe

:class:`.DataType` implementation for `pandas.DataFrame`

No fields


class PandasReader

MlemABC parent type: data_reader

MlemABC type: pandas

DataReader for pandas dataframes

Fields:

  • data_type: DataFrameType (required) - Resulting data type

  • format: str (required) - name of pandas-supported format


class PandasSeriesReader

MlemABC parent type: data_reader

MlemABC type: pandas_series

DataReader for pandas series

Fields:

  • data_type: SeriesType (required) - Resulting data type

  • format: str (required) - name of pandas-supported format


class PandasSeriesWriter

MlemABC parent type: data_writer

MlemABC type: pandas_series

DataWriter for pandas series

Fields:

  • format: str (required) - name of pandas-supported format

class PandasWriter

MlemABC parent type: data_writer

MlemABC type: pandas

DataWriter for pandas dataframes

Fields:

  • format: str (required) - name of pandas-supported format

class SeriesType

MlemABC parent type: data_type

MlemABC type: series

:class:`.DataType` implementation for `pandas.Series` objects which
stores them as built-in Python dicts

No fields

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