API

• pandas_streaming.data
  • dummy_streaming_dataframe()
• pandas_streaming.df
  • Streaming
    • pandas_streaming.df.dataframe
      • StreamingDataFrameSchemaError
        • StreamingDataFrameSchemaError
      • StreamingDataFrame
        • StreamingDataFrame
          • StreamingDataFrame.__del__()
          • StreamingDataFrame.__getitem__()
          • StreamingDataFrame.__init__()
          • StreamingDataFrame.__iter__()
          • StreamingDataFrame.__setitem__()
          • StreamingDataFrame.__weakref__
          • StreamingDataFrame.add_column()
          • StreamingDataFrame.apply()
          • StreamingDataFrame.applymap()
          • StreamingDataFrame.columns
          • StreamingDataFrame.concat()
          • StreamingDataFrame.describe()
          • StreamingDataFrame.drop()
          • StreamingDataFrame.dtypes
          • StreamingDataFrame.ensure_dtype()
          • StreamingDataFrame.fillna()
          • StreamingDataFrame.get_kwargs()
          • StreamingDataFrame.groupby()
          • StreamingDataFrame.groupby_streaming()
          • StreamingDataFrame.head()
          • StreamingDataFrame.is_stable()
          • StreamingDataFrame.iterrows()
          • StreamingDataFrame.merge()
          • StreamingDataFrame.read_csv()
          • StreamingDataFrame.read_df()
          • StreamingDataFrame.read_json()
          • StreamingDataFrame.read_str()
          • StreamingDataFrame.sample()
          • StreamingDataFrame.shape
          • StreamingDataFrame.sort_values()
          • StreamingDataFrame.tail()
          • StreamingDataFrame.to_csv()
          • StreamingDataFrame.to_dataframe()
          • StreamingDataFrame.to_df()
          • StreamingDataFrame.train_test_split()
          • StreamingDataFrame.where()
      • StreamingSeries
        • StreamingSeries
          • StreamingSeries.apply()
  • Data Manipulation
    • dataframe_hash_columns()
    • dataframe_shuffle()
    • dataframe_unfold()
    • pandas_groupby_nan()
  • Complex splits
  • Extensions
    • pandas_streaming.df.connex_split
      • ImbalancedSplitException
      • train_test_apart_stratify()
      • train_test_connex_split()
      • train_test_split_weights()
    • pandas_streaming.df.dataframe_io
      • read_zip()
      • to_zip()
    • pandas_streaming.df.dataframe_split
      • sklearn_train_test_split()
      • sklearn_train_test_split_streaming()
• pandas_streaming.exc
  • StreamingInefficientException
• Inputs / Outputs
  • Dataframes / Numpy arrays