mean_operator

Mean operator

class tasrif.processing_pipeline.pandas.mean_operator.MeanOperator(**kwargs)

Mean operator

Examples

>>> import pandas as pd
>>> from tasrif.processing_pipeline.pandas import MeanOperator
>>> df = pd.DataFrame([
...     [1, 1, 3],
...     [1, 1, 5],
...     [1, 2, 3],
...     [2, 1, 10],
...     [2, 1, 0]],
...     columns=['logId', 'sleep_level', 'awake_count'])
>>>
>>> df = df.set_index('logId')
>>> op = MeanOperator()
>>> df1 = op.process(df)
>>> df1[0]
sleep_level    1.2
awake_count    4.2
dtype: int64

__init__(**kwargs)

Creates a new instance of MeanOperator

Parameters

kwargs – Arguments to pandas pd.mean function

json_normalize_operator merge_operator