* Adding python 3.5 compatibility.
Main issue is ordering of dictionaries.
* Updating notebooks with 3.7 results.
* Removing tempoorary code.
* Defaulting to OrderedDict for python 3.5 + lint all code
All code reformated by PyCharm and inspection results analysed.
* Adding support for multiple arithmetic operations.
Added new 'arithmetics' file to manage this process.
More tests to be added + cleanup.
* Signficant refactor to arithmetics and mappings.
Work in progress. Tests don't pass.
* Major refactor to Mappings.
Field name mappings were stored in different places
(Mappings, QueryCompiler, Operations) and needed to
be keep in sync.
With the addition of complex arithmetic operations
this became complex and difficult to maintain. Therefore,
all field naming is now in 'FieldMappings' which
replaces 'Mappings'.
Note this commit removes the cache for some of the
mapped values and so the code is SIGNIFICANTLY
slower on large indices.
In addition, the addition of date_format to
Mappings has been removed. This again added more
unncessary complexity.
* Adding OrderedDict for 3.5 compatibility
* Fixes to ordering issues with 3.5
* Added example notebooks + pytest for these notebooks1
* Fixed paths
* Fixing link in docs
* Minor update for pandas 0.25.3
* Updates for pandas 0.25.3
* Fixing doc links with pandas 0.25.3 update.
* Reverting overwrite to changes to notebooks.
* adds support for series.value_counts
* adds docs for series.value_counts
* adds tests for series.value_counts
* updates keyerror language
* adds es docs as an external source
* adds parameters for metrics and terms aggs
* adds 2 tests to check for exceptions
* explains the size parameter
* removes print statements from tests
* checks that es_size is a positive integer
* implements assert_series_equal
