DatetimeIndex.slice_indexer(start=None, end=None, step=None, kind=None) Return indexer for specified label slice. Index.slice_indexer, customized to handle time slicing.
In addition to functionality provided by Index.slice_indexer, does the following:
start and end are instances of datetime.time, it invokes indexer_between_time
start and end are both either string or None perform value-based selection in non-monotonic cases.
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http://pandas.pydata.org/pandas-docs/version/0.18.1/generated/pandas.DatetimeIndex.slice_indexer.html