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|
Collections API
===============
Collections
-----------
.. currentmodule:: streamz.collection
.. autosummary::
Streaming
Streaming.map_partitions
Streaming.accumulate_partitions
Streaming.verify
Batch
-----
.. currentmodule:: streamz.batch
.. autosummary::
Batch
Batch.filter
Batch.map
Batch.pluck
Batch.to_dataframe
Batch.to_stream
Dataframes
----------
.. currentmodule:: streamz.dataframe
.. autosummary::
DataFrame
DataFrame.groupby
DataFrame.rolling
DataFrame.assign
DataFrame.sum
DataFrame.mean
DataFrame.cumsum
DataFrame.cumprod
DataFrame.cummin
DataFrame.cummax
.. autosummary::
GroupBy
GroupBy.count
GroupBy.mean
GroupBy.size
GroupBy.std
GroupBy.sum
GroupBy.var
.. autosummary::
Rolling
Rolling.aggregate
Rolling.count
Rolling.max
Rolling.mean
Rolling.median
Rolling.min
Rolling.quantile
Rolling.std
Rolling.sum
Rolling.var
.. autosummary::
DataFrame.window
Window.apply
Window.count
Window.groupby
Window.sum
Window.size
Window.std
Window.var
.. autosummary::
Rolling.aggregate
Rolling.count
Rolling.max
Rolling.mean
Rolling.median
Rolling.min
Rolling.quantile
Rolling.std
Rolling.sum
Rolling.var
.. autosummary::
PeriodicDataFrame
.. autosummary::
Random
Details
-------
.. currentmodule:: streamz.collection
.. autoclass:: Streaming
:members:
.. currentmodule:: streamz.batch
.. autoclass:: Batch
:members:
:inherited-members:
.. currentmodule:: streamz.dataframe
.. autoclass:: DataFrame
:members:
:inherited-members:
.. autoclass:: Rolling
:members:
.. autoclass:: Window
:members:
.. autoclass:: GroupBy
:members:
.. autoclass:: Random
|
