@@ -11,7 +11,7 @@ Easy integration with Athena, Glue, Redshift, Timestream, OpenSearch, Neptune, Q
1111
1212> An [ AWS Professional Service] ( https://aws.amazon.com/professional-services/ ) open source initiative | [email protected] 1313
14- [ ![ Release] ( https://img.shields.io/badge/release-3.0.0b2 -brightgreen.svg )] ( https://pypi.org/project/awswrangler/ )
14+ [ ![ Release] ( https://img.shields.io/badge/release-3.0.0b3 -brightgreen.svg )] ( https://pypi.org/project/awswrangler/ )
1515[ ![ 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 )
1616[ ![ Code style: black] ( https://img.shields.io/badge/code%20style-black-000000.svg )] ( https://github.com/psf/black )
1717[ ![ License] ( https://img.shields.io/badge/License-Apache%202.0-blue.svg )] ( https://opensource.org/licenses/Apache-2.0 )
@@ -26,7 +26,7 @@ Easy integration with Athena, Glue, Redshift, Timestream, OpenSearch, Neptune, Q
2626| ** [ PyPi] ( https://pypi.org/project/awswrangler/ ) ** | [ ![ PyPI Downloads] ( https://pepy.tech/badge/awswrangler )] ( https://pypi.org/project/awswrangler/ ) | ` pip install awswrangler ` |
2727| ** [ 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 ` |
2828
29- > ⚠️ ** 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 >
29+ > ⚠️ ** 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 >
3030 ➡️ ` pip install pyarrow==2 awswrangler `
3131
3232Powered By [ <img src =" https://arrow.apache.org/img/arrow.png " width =" 200 " >] ( https://arrow.apache.org/powered_by/ )
@@ -44,7 +44,7 @@ Powered By [<img src="https://arrow.apache.org/img/arrow.png" width="200">](http
4444
4545Installation command: ` pip install awswrangler `
4646
47- > ⚠️ ** 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 >
47+ > ⚠️ ** 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 >
4848 ➡️` pip install pyarrow==2 awswrangler `
4949
5050``` py3
@@ -98,17 +98,17 @@ FROM "sampleDB"."sampleTable" ORDER BY time DESC LIMIT 3
9898
9999## [ Read The Docs] ( https://aws-sdk-pandas.readthedocs.io/ )
100100
101- - [ ** What is AWS SDK for pandas?** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /what.html )
102- - [ ** Install** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html )
103- - [ PyPi (pip)] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#pypi-pip )
104- - [ Conda] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#conda )
105- - [ AWS Lambda Layer] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#aws-lambda-layer )
106- - [ AWS Glue Python Shell Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#aws-glue-python-shell-jobs )
107- - [ AWS Glue PySpark Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#aws-glue-pyspark-jobs )
108- - [ Amazon SageMaker Notebook] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#amazon-sagemaker-notebook )
109- - [ Amazon SageMaker Notebook Lifecycle] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#amazon-sagemaker-notebook-lifecycle )
110- - [ EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#emr )
111- - [ From source] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /install.html#from-source )
101+ - [ ** What is AWS SDK for pandas?** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /what.html )
102+ - [ ** Install** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html )
103+ - [ PyPi (pip)] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#pypi-pip )
104+ - [ Conda] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#conda )
105+ - [ AWS Lambda Layer] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#aws-lambda-layer )
106+ - [ AWS Glue Python Shell Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#aws-glue-python-shell-jobs )
107+ - [ AWS Glue PySpark Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#aws-glue-pyspark-jobs )
108+ - [ Amazon SageMaker Notebook] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#amazon-sagemaker-notebook )
109+ - [ Amazon SageMaker Notebook Lifecycle] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#amazon-sagemaker-notebook-lifecycle )
110+ - [ EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#emr )
111+ - [ From source] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /install.html#from-source )
112112- [ ** Tutorials** ] ( https://github.com/aws/aws-sdk-pandas/tree/main/tutorials )
113113 - [ 001 - Introduction] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/001%20-%20Introduction.ipynb )
114114 - [ 002 - Sessions] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/002%20-%20Sessions.ipynb )
@@ -145,29 +145,29 @@ FROM "sampleDB"."sampleTable" ORDER BY time DESC LIMIT 3
145145 - [ 033 - Amazon Neptune] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/033%20-%20Amazon%20Neptune.ipynb )
146146 - [ 034 - Distributing Calls Using Ray] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/034%20-%20Distributing%20Calls%20using%20Ray.ipynb )
147147 - [ 35 - 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 )
148- - [ ** API Reference** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html )
149- - [ Amazon S3] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-s3 )
150- - [ AWS Glue Catalog] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#aws-glue-catalog )
151- - [ Amazon Athena] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-athena )
152- - [ AWS Lake Formation] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#aws-lake-formation )
153- - [ Amazon Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-redshift )
154- - [ PostgreSQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#postgresql )
155- - [ MySQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#mysql )
156- - [ SQL Server] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#sqlserver )
157- - [ Oracle] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#oracle )
158- - [ Data API Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#data-api-redshift )
159- - [ Data API RDS] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#data-api-rds )
160- - [ OpenSearch] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#opensearch )
161- - [ Amazon Neptune] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-neptune )
162- - [ DynamoDB] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#dynamodb )
163- - [ Amazon Timestream] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-timestream )
164- - [ Amazon EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-emr )
165- - [ Amazon CloudWatch Logs] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-cloudwatch-logs )
166- - [ Amazon Chime] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-chime )
167- - [ Amazon QuickSight] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#amazon-quicksight )
168- - [ AWS STS] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#aws-sts )
169- - [ AWS Secrets Manager] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#aws-secrets-manager )
170- - [ Global Configurations] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b2 /api.html#global-configurations )
148+ - [ ** API Reference** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html )
149+ - [ Amazon S3] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-s3 )
150+ - [ AWS Glue Catalog] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#aws-glue-catalog )
151+ - [ Amazon Athena] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-athena )
152+ - [ AWS Lake Formation] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#aws-lake-formation )
153+ - [ Amazon Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-redshift )
154+ - [ PostgreSQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#postgresql )
155+ - [ MySQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#mysql )
156+ - [ SQL Server] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#sqlserver )
157+ - [ Oracle] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#oracle )
158+ - [ Data API Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#data-api-redshift )
159+ - [ Data API RDS] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#data-api-rds )
160+ - [ OpenSearch] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#opensearch )
161+ - [ Amazon Neptune] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-neptune )
162+ - [ DynamoDB] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#dynamodb )
163+ - [ Amazon Timestream] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-timestream )
164+ - [ Amazon EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-emr )
165+ - [ Amazon CloudWatch Logs] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-cloudwatch-logs )
166+ - [ Amazon Chime] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-chime )
167+ - [ Amazon QuickSight] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#amazon-quicksight )
168+ - [ AWS STS] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#aws-sts )
169+ - [ AWS Secrets Manager] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#aws-secrets-manager )
170+ - [ Global Configurations] ( https://aws-sdk-pandas.readthedocs.io/en/3.0.0b3 /api.html#global-configurations )
171171- [ ** License** ] ( https://github.com/aws/aws-sdk-pandas/blob/main/LICENSE.txt )
172172- [ ** Contributing** ] ( https://github.com/aws/aws-sdk-pandas/blob/main/CONTRIBUTING.md )
173173
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