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Release 3.0.0b2 (#1640)
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.bumpversion.cfg

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[bumpversion]
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current_version = 3.0.0b1
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current_version = 3.0.0b2
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commit = False
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tag = False
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tag_name = {new_version}

CONTRIBUTING.md

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SubnetId: {replace with subnet within above AZs}
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setup_commands:
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- pip install "awswrangler[distributed]==3.0.0b1"
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- pip install "awswrangler[distributed]==3.0.0b2"
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- pip install pytest
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```

CONTRIBUTING_COMMON_ERRORS.md

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Using legacy 'setup.py install' for python-Levenshtein, since package 'wheel' is not installed.
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Installing collected packages: awswrangler, python-Levenshtein
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Attempting uninstall: awswrangler
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Found existing installation: awswrangler 3.0.0b1
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Uninstalling awswrangler-3.0.0b1:
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Successfully uninstalled awswrangler-3.0.0b1
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Found existing installation: awswrangler 3.0.0b2
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Uninstalling awswrangler-3.0.0b2:
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Successfully uninstalled awswrangler-3.0.0b2
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Running setup.py develop for awswrangler
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Running setup.py install for python-Levenshtein ... error
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ERROR: Command errored out with exit status 1:

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-3.0.0b1-brightgreen.svg)](https://pypi.org/project/awswrangler/)
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[![Release](https://img.shields.io/badge/release-3.0.0b2-brightgreen.svg)](https://pypi.org/project/awswrangler/)
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[![Python Version](https://img.shields.io/badge/python-3.7%20%7C%203.8%20%7C%203.9%20%7C%203.10-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)
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| **[PyPi](https://pypi.org/project/awswrangler/)** | [![PyPI Downloads](https://pepy.tech/badge/awswrangler)](https://pypi.org/project/awswrangler/) | `pip install awswrangler` |
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| **[Conda](https://anaconda.org/conda-forge/awswrangler)** | [![Conda Downloads](https://img.shields.io/conda/dn/conda-forge/awswrangler.svg)](https://anaconda.org/conda-forge/awswrangler) | `conda install -c conda-forge awswrangler` |
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> ⚠️ **For platforms without PyArrow 3 support (e.g. [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#aws-glue-pyspark-jobs), MWAA):**<br>
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> ⚠️ **For platforms without PyArrow 3 support (e.g. [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#aws-glue-pyspark-jobs), MWAA):**<br>
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➡️ `pip install pyarrow==2 awswrangler`
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Powered By [<img src="https://arrow.apache.org/img/arrow.png" width="200">](https://arrow.apache.org/powered_by/)
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Installation command: `pip install awswrangler`
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> ⚠️ **For platforms without PyArrow 3 support (e.g. [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#aws-glue-pyspark-jobs), MWAA):**<br>
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> ⚠️ **For platforms without PyArrow 3 support (e.g. [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#aws-glue-pyspark-jobs), MWAA):**<br>
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➡️`pip install pyarrow==2 awswrangler`
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```py3
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## [Read The Docs](https://aws-sdk-pandas.readthedocs.io/)
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- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/what.html)
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- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html)
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- [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#pypi-pip)
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- [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#conda)
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- [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#aws-lambda-layer)
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- [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#aws-glue-python-shell-jobs)
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- [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#aws-glue-pyspark-jobs)
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- [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#amazon-sagemaker-notebook)
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- [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#amazon-sagemaker-notebook-lifecycle)
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- [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#emr)
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- [From source](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/install.html#from-source)
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- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/what.html)
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- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html)
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- [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#pypi-pip)
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- [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#conda)
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- [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#aws-lambda-layer)
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- [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#aws-glue-python-shell-jobs)
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- [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#aws-glue-pyspark-jobs)
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- [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#amazon-sagemaker-notebook)
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- [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#amazon-sagemaker-notebook-lifecycle)
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- [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#emr)
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- [From source](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/install.html#from-source)
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- [**Tutorials**](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials)
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- [001 - Introduction](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/001%20-%20Introduction.ipynb)
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- [002 - Sessions](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/002%20-%20Sessions.ipynb)
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- [032 - Lake Formation Governed Tables](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/032%20-%20Lake%20Formation%20Governed%20Tables.ipynb)
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- [033 - Amazon Neptune](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/033%20-%20Amazon%20Neptune.ipynb)
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- [034 - Distributing Calls on Ray Remote Cluster](https://github.com/aws/aws-sdk-pandas/blob/release-3.0.0/tutorials/034%20-%20Distributing%20Calls%20on%20Ray%20Remote%20Cluster.ipynb)
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- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html)
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- [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-s3)
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- [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#aws-glue-catalog)
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- [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-athena)
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- [AWS Lake Formation](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#aws-lake-formation)
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- [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-redshift)
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- [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#postgresql)
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- [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#mysql)
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- [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#sqlserver)
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- [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#oracle)
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- [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#data-api-redshift)
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- [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#data-api-rds)
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- [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#opensearch)
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- [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-neptune)
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- [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#dynamodb)
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- [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-timestream)
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- [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-emr)
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- [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-cloudwatch-logs)
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- [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-chime)
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- [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#amazon-quicksight)
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- [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#aws-sts)
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- [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#aws-secrets-manager)
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- [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/api.html#global-configurations)
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- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html)
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- [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-s3)
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- [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#aws-glue-catalog)
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- [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-athena)
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- [AWS Lake Formation](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#aws-lake-formation)
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- [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-redshift)
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- [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#postgresql)
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- [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#mysql)
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- [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#sqlserver)
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- [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#oracle)
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- [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#data-api-redshift)
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- [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#data-api-rds)
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- [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#opensearch)
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- [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-neptune)
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- [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#dynamodb)
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- [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-timestream)
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- [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-emr)
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- [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-cloudwatch-logs)
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- [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-chime)
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- [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#amazon-quicksight)
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- [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#aws-sts)
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- [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#aws-secrets-manager)
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- [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/api.html#global-configurations)
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- [**License**](https://github.com/aws/aws-sdk-pandas/blob/main/LICENSE.txt)
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- [**Contributing**](https://github.com/aws/aws-sdk-pandas/blob/main/CONTRIBUTING.md)
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VERSION

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3.0.0b2

awswrangler/__metadata__.py

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__version__: str = "3.0.0b1"
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__version__: str = "3.0.0b2"
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__license__: str = "Apache License 2.0"

awswrangler/athena/_read.py

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- `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/
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tutorials/019%20-%20Athena%20Cache.html>`_
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- `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/
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- `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/
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`related tutorial <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/
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tutorials/024%20-%20Athena%20Query%20Metadata.html>`_!
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- `Amazon Athena <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/
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- `Amazon Athena <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/
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tutorials/006%20-%20Amazon%20Athena.html>`_
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- `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/
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- `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/
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- `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/
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- `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/
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awswrangler/s3/_read_parquet.py

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https://aws-data-wrangler.readthedocs.io/en/3.0.0b2/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
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awswrangler/s3/_read_text.py

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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
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The requested parallelism of the read. Only used when `distributed` add-on is installed.
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Parallelism may be limited by the number of files of the dataset. 200 by default.
@@ -566,7 +566,7 @@ def read_json(
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This function MUST return a bool, True to read the partition or False to ignore it.
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Ignored if `dataset=False`.
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E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False``
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
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parallelism : int, optional
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The requested parallelism of the read. Only used when `distributed` add-on is installed.
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Parallelism may be limited by the number of files of the dataset. 200 by default.

awswrangler/s3/_write_parquet.py

+3-3
Original file line numberDiff line numberDiff line change
@@ -375,18 +375,18 @@ def to_parquet( # pylint: disable=too-many-arguments,too-many-locals,too-many-b
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concurrent_partitioning: bool
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If True will increase the parallelism level during the partitions writing. It will decrease the
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writing time and increase the memory usage.
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
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mode: str, optional
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``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True.
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For details check the related tutorial:
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/tutorials/004%20-%20Parquet%20Datasets.html
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/004%20-%20Parquet%20Datasets.html
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catalog_versioning : bool
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If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it.
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schema_evolution : bool
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If True allows schema evolution (new or missing columns), otherwise a exception will be raised. True by default.
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(Only considered if dataset=True and mode in ("append", "overwrite_partitions"))
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Related tutorial:
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b1/tutorials/014%20-%20Schema%20Evolution.html
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https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2/tutorials/014%20-%20Schema%20Evolution.html
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database : str, optional
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Glue/Athena catalog: Database name.
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table : str, optional

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