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        "description": "#### decimal-monkeypatch\n\nA Python module based on [autowrapt](https://github.com/GrahamDumpleton/autowrapt)\nfor: \n- Interpreter-wide monkey patching slow `decimal` module to [cdecimal](http://www.bytereef.org/mpdecimal/index.html) on Python 2 with preservation of the functionality of the `boto` lib.\n- `psycopg2` `json` to `ujson` replacement\n- Custom `deepcopy` for boto.dynamodb2.items. This patch can give huge performance benefits if you know expected data structure.\n##### Usage\n`pip install decimal-monkeypatch`  \n- set `AUTOWRAPT_BOOTSTRAP=decimal` env variable for `decimal` patch activation\n- set `AUTOWRAPT_BOOTSTRAP=psycopg2` env variable for `psycopg2` patch activation\n- set `AUTOWRAPT_BOOTSTRAP=dynamodb` env variable for `dynamodb` patch activation\n- set `AUTOWRAPT_BOOTSTRAP=decimal,psycopg2,dynamodb` for all at once\n##### Additional reading\n* [Swapping decimal for cdecimal on Python 2](https://adamj.eu/tech/2015/06/06/swapping-decimal-for-cdecimal-on-python-2/)\n* [Automatic patching of Python applications](https://github.com/openstack/deb-python-wrapt/blob/master/blog/14-automatic-patching-of-python-applications.md)\n* [Discussion about json module selection in psycopg2](https://github.com/psycopg/psycopg2/issues/284)\n* [SO deepcopy question](https://stackoverflow.com/a/45858907/4249707)\n###### WARNING\nTested on only this configuration:  \nPython 2.7.12+  \n`boto` 2.48.0   \n`m3-cdecimal` 2.3  \n`psycopg2-binary` 2.7.4  \n`ujson` 1.35\n\n\n",
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