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Merge branch 'aws:main' into feature/iceberg-merge-into-full-functionality
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.bumpversion.toml

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[tool.bumpversion]
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current_version = "3.12.1"
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current_version = "3.13.0"
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commit = false
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tag = false
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tag_name = "{new_version}"

.github/workflows/bandit.yml

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steps:
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- uses: actions/checkout@v5
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- name: Set up Python
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uses: actions/setup-python@v5
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uses: actions/setup-python@v6
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with:
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python-version: 3.9
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- name: Install

.github/workflows/cfn-nag.yml

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- uses: actions/checkout@v5
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- name: Use Node.js
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uses: actions/setup-node@v4
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uses: actions/setup-node@v5
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with:
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node-version: 18
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- name: Cache Node.js modules
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cdk --version
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- uses: actions/checkout@v5
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- name: Set up Python
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uses: actions/setup-python@v5
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uses: actions/setup-python@v6
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with:
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python-version: 3.11
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- name: Rust latest

.github/workflows/git-hygiene.yml

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runs-on: ubuntu-latest
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name: Stale issue job
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steps:
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- uses: actions/stale@v9
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- uses: actions/stale@v10
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with:
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repo-token: ${{ secrets.GITHUB_TOKEN }}
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days-before-stale: 60

.github/workflows/minimal-tests.yml

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- uses: actions/checkout@v5
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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uses: actions/setup-python@v6
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python-version: ${{ matrix.python-version }}
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- name: Rust latest

.github/workflows/static-checking.yml

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uses: actions/setup-python@v5
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uses: actions/setup-python@v6
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with:
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python-version: ${{ matrix.python-version }}
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- name: Rust latest

.readthedocs.yml

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build:
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os: ubuntu-22.04
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tools:
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python: miniconda3-4.7
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conda:
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environment: docs/environment.yml
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python: "3.13"
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sphinx:
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configuration: docs/source/conf.py
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python:
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install:
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- requirements: docs/source/requirements.txt
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- method: pip
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path: .
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extra_requirements:
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- docs

README.md

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## At scale
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AWS SDK for pandas can also run your workflows at scale by leveraging [Modin](https://modin.readthedocs.io/en/stable/) and [Ray](https://www.ray.io/). Both projects aim to speed up data workloads by distributing processing over a cluster of workers.
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Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/scale.html) or head to our latest [tutorials](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials) to learn more.
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Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/scale.html) or head to our latest [tutorials](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials) to learn more.
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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/3.12.1/about.html)
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- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html)
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- [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#pypi-pip)
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- [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#conda)
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- [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#aws-lambda-layer)
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- [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#aws-glue-python-shell-jobs)
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- [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#aws-glue-pyspark-jobs)
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- [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#amazon-sagemaker-notebook)
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- [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#amazon-sagemaker-notebook-lifecycle)
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- [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#emr)
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- [From source](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/install.html#from-source)
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- [**At scale**](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/scale.html)
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- [Getting Started](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/scale.html#getting-started)
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- [Supported APIs](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/scale.html#supported-apis)
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- [Resources](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/scale.html#resources)
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- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/about.html)
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- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html)
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- [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#pypi-pip)
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- [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#conda)
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- [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#aws-lambda-layer)
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- [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#aws-glue-python-shell-jobs)
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- [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#aws-glue-pyspark-jobs)
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- [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#amazon-sagemaker-notebook)
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- [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#amazon-sagemaker-notebook-lifecycle)
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- [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#emr)
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- [From source](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/install.html#from-source)
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- [**At scale**](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/scale.html)
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- [Getting Started](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/scale.html#getting-started)
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- [Supported APIs](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/scale.html#supported-apis)
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- [Resources](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/scale.html#resources)
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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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- [039 - Athena Iceberg](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/039%20-%20Athena%20Iceberg.ipynb)
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- [040 - EMR Serverless](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/040%20-%20EMR%20Serverless.ipynb)
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- [041 - Apache Spark on Amazon Athena](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/041%20-%20Apache%20Spark%20on%20Amazon%20Athena.ipynb)
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- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html)
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- [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-s3)
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- [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#aws-glue-catalog)
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- [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-athena)
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- [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-redshift)
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- [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#postgresql)
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- [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#mysql)
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- [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#sqlserver)
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- [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#oracle)
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- [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#data-api-redshift)
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- [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#data-api-rds)
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- [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#opensearch)
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- [AWS Glue Data Quality](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#aws-glue-data-quality)
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- [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-neptune)
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- [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#dynamodb)
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- [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-timestream)
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- [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-emr)
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- [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-cloudwatch-logs)
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- [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-chime)
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- [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#amazon-quicksight)
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- [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#aws-sts)
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- [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#aws-secrets-manager)
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- [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#global-configurations)
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- [Distributed - Ray](https://aws-sdk-pandas.readthedocs.io/en/3.12.1/api.html#distributed-ray)
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- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html)
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- [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-s3)
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- [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#aws-glue-catalog)
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- [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-athena)
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- [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-redshift)
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- [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#postgresql)
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- [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#mysql)
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- [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#sqlserver)
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- [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#oracle)
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- [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#data-api-redshift)
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- [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#data-api-rds)
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- [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#opensearch)
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- [AWS Glue Data Quality](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#aws-glue-data-quality)
169+
- [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-neptune)
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- [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#dynamodb)
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- [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-timestream)
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- [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-emr)
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- [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-cloudwatch-logs)
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- [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-chime)
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- [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#amazon-quicksight)
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- [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#aws-sts)
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- [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#aws-secrets-manager)
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- [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#global-configurations)
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- [Distributed - Ray](https://aws-sdk-pandas.readthedocs.io/en/3.13.0/api.html#distributed-ray)
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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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3.12.1
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3.13.0

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 = "3.12.1"
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__version__: str = "3.13.0"
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__license__: str = "Apache License 2.0"

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