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> ⚠️ **For platforms without PyArrow 3 support (e.g. [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3/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/3.0.0rc1/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0rc1/install.html#aws-glue-pyspark-jobs), MWAA):**<br>
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➡️ `pip install pyarrow==2 awswrangler`
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Powered By [<imgsrc="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/3.0.0b3/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3/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/3.0.0rc1/install.html#emr-cluster), [Glue PySpark Job](https://aws-sdk-pandas.readthedocs.io/en/3.0.0rc1/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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### Installation
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```
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pip install "awswrangler[modin,ray]==3.0.0b3"
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pip install "awswrangler[modin,ray]==3.0.0rc1"
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```
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As a result existing scripts can run on significantly larger datasets with no code rewrite. Supported APIs are parallelized across cores on a single machine or across multiple nodes on a cluster in the cloud.
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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/3.0.0b3/what.html)
-[034 - Distributing Calls Using Ray](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/034%20-%20Distributing%20Calls%20using%20Ray.ipynb)
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-[035 - Distributing Calls on Ray Remote Cluster](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/035%20-%20Distributing%20Calls%20on%20Ray%20Remote%20Cluster.ipynb)
-[034 - Distributing Calls Using Ray](https://github.com/aws/aws-sdk-pandas/blob/release-3.0.0/tutorials/034%20-%20Distributing%20Calls%20using%20Ray.ipynb)
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-[035 - Distributing Calls on Ray Remote Cluster](https://github.com/aws/aws-sdk-pandas/blob/release-3.0.0/tutorials/035%20-%20Distributing%20Calls%20on%20Ray%20Remote%20Cluster.ipynb)
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