expertanalytics / expertanalytics/candas
Dataframe views
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- C++
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Description
We should define some kind of view into a dataframe:
# Column view
A column view should reference another dataframe and some or all of its columns. Possibly not in the same order as the original dataframe.
A more advanced version is a column view able to reference columns from different dataframes.
# Row view
A row view should hold a reference to another dataframe and be able to access (a subset of) its rows.
# Mixed row column view
Should combine the two view described above.
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As all of these are view, changes to values in a view should be reflected in the dataframes being view into.
A view should also be able to materialize itself into a non-view dataframe copying(/moving for columns?) the looked upon rows/column.
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