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145 lines
2.6 KiB
ReStructuredText
145 lines
2.6 KiB
ReStructuredText
.. _api.dataframe:
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=========
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DataFrame
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=========
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.. currentmodule:: eland
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Constructor
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~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame
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Attributes and Underlying Data
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.index
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DataFrame.columns
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DataFrame.dtypes
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DataFrame.select_dtypes
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DataFrame.values
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DataFrame.empty
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DataFrame.shape
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DataFrame.ndim
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DataFrame.size
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Indexing, Iteration
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~~~~~~~~~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.head
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DataFrame.keys
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DataFrame.tail
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DataFrame.get
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DataFrame.query
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DataFrame.sample
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DataFrame.iterrows
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DataFrame.itertuples
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Function Application, GroupBy & Window
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. note::
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Elasticsearch aggregations using cardinality (``count``) are accurate
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approximations using the `HyperLogLog++ algorithm`_ so may not
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be exact.
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.. _HyperLogLog++ algorithm: https://static.googleusercontent.com/media/research.google.com/fr//pubs/archive/40671.pdf
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.. autosummary::
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:toctree: api/
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DataFrame.agg
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DataFrame.aggregate
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DataFrame.groupby
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.. currentmodule:: eland.groupby
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.. autosummary::
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:toctree: api/
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DataFrameGroupBy
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DataFrameGroupBy.agg
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DataFrameGroupBy.aggregate
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DataFrameGroupBy.count
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DataFrameGroupBy.mad
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DataFrameGroupBy.max
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DataFrameGroupBy.mean
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DataFrameGroupBy.median
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DataFrameGroupBy.min
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DataFrameGroupBy.nunique
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DataFrameGroupBy.std
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DataFrameGroupBy.sum
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DataFrameGroupBy.var
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DataFrameGroupBy.quantile
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GroupBy
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.. currentmodule:: eland
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.. _api.dataframe.stats:
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Computations / Descriptive Stats
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.count
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DataFrame.describe
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DataFrame.info
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DataFrame.max
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DataFrame.mean
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DataFrame.min
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DataFrame.median
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DataFrame.mad
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DataFrame.std
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DataFrame.var
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DataFrame.sum
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DataFrame.nunique
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DataFrame.mode
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DataFrame.quantile
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DataFrame.idxmax
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DataFrame.idxmin
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Reindexing / Selection / Label Manipulation
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.drop
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DataFrame.filter
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Plotting
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~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.hist
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Elasticsearch Functions
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~~~~~~~~~~~~~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.es_info
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DataFrame.es_match
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DataFrame.es_query
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DataFrame.es_dtypes
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Serialization / IO / Conversion
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autosummary::
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:toctree: api/
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DataFrame.info
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DataFrame.to_numpy
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DataFrame.to_csv
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DataFrame.to_html
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DataFrame.to_string
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DataFrame.to_pandas
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