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Bumping version to 1.8.1
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README.md

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> An [AWS Professional Service](https://aws.amazon.com/professional-services/) open source initiative | [email protected]
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[![Release](https://img.shields.io/badge/release-1.8.0-brightgreen.svg)](https://pypi.org/project/awswrangler/)
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[![Release](https://img.shields.io/badge/release-1.8.1-brightgreen.svg)](https://pypi.org/project/awswrangler/)
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[![Python Version](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8-brightgreen.svg)](https://anaconda.org/conda-forge/awswrangler)
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[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
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[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

awswrangler/__metadata__.py

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__title__: str = "awswrangler"
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__description__: str = "Pandas on AWS."
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__version__: str = "1.8.0"
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__version__: str = "1.8.1"
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__license__: str = "Apache License 2.0"

docs/source/install.rst

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`Official Glue Python Shell Reference <https://docs.aws.amazon.com/glue/latest/dg/add-job-python.html#create-python-extra-library>`_
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AWS Glue Python PySpark Jobs
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----------------------------
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AWS Glue PySpark Jobs
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---------------------
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.. note:: AWS Data Wrangler has compiled dependencies (C/C++) so there is only support for ``Glue PySpark Jobs >= 2.0``.
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tests/test_metadata.py

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def test_metadata():
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assert wr.__version__ == "1.8.0"
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assert wr.__version__ == "1.8.1"
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assert wr.__title__ == "awswrangler"
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assert wr.__description__ == "Pandas on AWS."
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assert wr.__license__ == "Apache License 2.0"

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