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DOC: warning section on memory overflow when joining/merging dataframes on index with duplicate keys #14788

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Merged
merged 8 commits into from
Dec 11, 2016
Merged

DOC: warning section on memory overflow when joining/merging dataframes on index with duplicate keys #14788

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93a63a5
add doc regarding #14736
xgdgsc Dec 2, 2016
795a369
remove blank line
xgdgsc Dec 2, 2016
06d4430
change index to keys , fix spaces and format
xgdgsc Dec 3, 2016
fb021fb
fix format
xgdgsc Dec 3, 2016
403b099
add example , change warning position
xgdgsc Dec 11, 2016
ee9fc60
fix format
xgdgsc Dec 11, 2016
7581ce0
change fig name, change sentence
xgdgsc Dec 11, 2016
48e5322
remove blank line
xgdgsc Dec 11, 2016
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4 changes: 4 additions & 0 deletions doc/source/merging.rst
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Expand Up @@ -817,6 +817,10 @@ equivalent:
left.join(right, on=key_or_keys)
pd.merge(left, right, left_on=key_or_keys, right_index=True,
how='left', sort=False)

.. warning::

* Joining on index with duplicate keys when joining large dataframes would cause severe memory overflow, sometimes freezes the computer and user has to hard reboot, which can be dangerous for unsaved work. Please make sure no duplicate keys in index before joining.
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It's not needed to start with * (as this will give a one-bullet list). You only need an indentation so the text belongs to the warning.
Further, you have some wonky spaces in the text.

On the content: I don't think this is specific to joining on the index? But just on joining on a key with duplicate values?


Obviously you can choose whichever form you find more convenient. For
many-to-one joins (where one of the DataFrame's is already indexed by the join
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