@@ -100,27 +100,27 @@ FROM "sampleDB"."sampleTable" ORDER BY time DESC LIMIT 3
100100## At scale
101101AWS 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.
102102
103- The quickest way to get started is to use AWS Glue with Ray. Read our [ docs] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /scale.html ) , our blogs ([ 1] ( https://aws.amazon.com/blogs/big-data/scale-aws-sdk-for-pandas-workloads-with-aws-glue-for-ray/ ) /[ 2] ( https://aws.amazon.com/blogs/big-data/advanced-patterns-with-aws-sdk-for-pandas-on-aws-glue-for-ray/ ) ), or head to our latest [ tutorials] ( https://github.com/aws/aws-sdk-pandas/tree/main/tutorials ) to discover even more features.
103+ The quickest way to get started is to use AWS Glue with Ray. Read our [ docs] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /scale.html ) , our blogs ([ 1] ( https://aws.amazon.com/blogs/big-data/scale-aws-sdk-for-pandas-workloads-with-aws-glue-for-ray/ ) /[ 2] ( https://aws.amazon.com/blogs/big-data/advanced-patterns-with-aws-sdk-for-pandas-on-aws-glue-for-ray/ ) ), or head to our latest [ tutorials] ( https://github.com/aws/aws-sdk-pandas/tree/main/tutorials ) to discover even more features.
104104
105105> ⚠️ ** Ray is currently not available for Python 3.12. While AWS SDK for pandas supports Python 3.12, it cannot be used at scale.**
106106
107107## [ Read The Docs] ( https://aws-sdk-pandas.readthedocs.io/ )
108108
109- - [ ** What is AWS SDK for pandas?** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /about.html )
110- - [ ** Install** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html )
111- - [ PyPi (pip)] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#pypi-pip )
112- - [ Conda] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#conda )
113- - [ AWS Lambda Layer] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#aws-lambda-layer )
114- - [ AWS Glue Python Shell Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#aws-glue-python-shell-jobs )
115- - [ AWS Glue PySpark Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#aws-glue-pyspark-jobs )
116- - [ Amazon SageMaker Notebook] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#amazon-sagemaker-notebook )
117- - [ Amazon SageMaker Notebook Lifecycle] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#amazon-sagemaker-notebook-lifecycle )
118- - [ EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#emr )
119- - [ From source] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /install.html#from-source )
120- - [ ** At scale** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /scale.html )
121- - [ Getting Started] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /scale.html#getting-started )
122- - [ Supported APIs] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /scale.html#supported-apis )
123- - [ Resources] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /scale.html#resources )
109+ - [ ** What is AWS SDK for pandas?** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /about.html )
110+ - [ ** Install** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html )
111+ - [ PyPi (pip)] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#pypi-pip )
112+ - [ Conda] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#conda )
113+ - [ AWS Lambda Layer] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#aws-lambda-layer )
114+ - [ AWS Glue Python Shell Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#aws-glue-python-shell-jobs )
115+ - [ AWS Glue PySpark Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#aws-glue-pyspark-jobs )
116+ - [ Amazon SageMaker Notebook] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#amazon-sagemaker-notebook )
117+ - [ Amazon SageMaker Notebook Lifecycle] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#amazon-sagemaker-notebook-lifecycle )
118+ - [ EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#emr )
119+ - [ From source] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /install.html#from-source )
120+ - [ ** At scale** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /scale.html )
121+ - [ Getting Started] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /scale.html#getting-started )
122+ - [ Supported APIs] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /scale.html#supported-apis )
123+ - [ Resources] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /scale.html#resources )
124124- [ ** Tutorials** ] ( https://github.com/aws/aws-sdk-pandas/tree/main/tutorials )
125125 - [ 001 - Introduction] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/001%20-%20Introduction.ipynb )
126126 - [ 002 - Sessions] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/002%20-%20Sessions.ipynb )
@@ -162,30 +162,30 @@ The quickest way to get started is to use AWS Glue with Ray. Read our [docs](htt
162162 - [ 039 - Athena Iceberg] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/039%20-%20Athena%20Iceberg.ipynb )
163163 - [ 040 - EMR Serverless] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/040%20-%20EMR%20Serverless.ipynb )
164164 - [ 041 - Apache Spark on Amazon Athena] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/041%20-%20Apache%20Spark%20on%20Amazon%20Athena.ipynb )
165- - [ ** API Reference** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html )
166- - [ Amazon S3] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-s3 )
167- - [ AWS Glue Catalog] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#aws-glue-catalog )
168- - [ Amazon Athena] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-athena )
169- - [ Amazon Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-redshift )
170- - [ PostgreSQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#postgresql )
171- - [ MySQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#mysql )
172- - [ SQL Server] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#sqlserver )
173- - [ Oracle] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#oracle )
174- - [ Data API Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#data-api-redshift )
175- - [ Data API RDS] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#data-api-rds )
176- - [ OpenSearch] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#opensearch )
177- - [ AWS Glue Data Quality] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#aws-glue-data-quality )
178- - [ Amazon Neptune] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-neptune )
179- - [ DynamoDB] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#dynamodb )
180- - [ Amazon Timestream] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-timestream )
181- - [ Amazon EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-emr )
182- - [ Amazon CloudWatch Logs] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-cloudwatch-logs )
183- - [ Amazon Chime] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-chime )
184- - [ Amazon QuickSight] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#amazon-quicksight )
185- - [ AWS STS] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#aws-sts )
186- - [ AWS Secrets Manager] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#aws-secrets-manager )
187- - [ Global Configurations] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#global-configurations )
188- - [ Distributed - Ray] ( https://aws-sdk-pandas.readthedocs.io/en/3.6.0 /api.html#distributed-ray )
165+ - [ ** API Reference** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html )
166+ - [ Amazon S3] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-s3 )
167+ - [ AWS Glue Catalog] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#aws-glue-catalog )
168+ - [ Amazon Athena] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-athena )
169+ - [ Amazon Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-redshift )
170+ - [ PostgreSQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#postgresql )
171+ - [ MySQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#mysql )
172+ - [ SQL Server] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#sqlserver )
173+ - [ Oracle] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#oracle )
174+ - [ Data API Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#data-api-redshift )
175+ - [ Data API RDS] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#data-api-rds )
176+ - [ OpenSearch] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#opensearch )
177+ - [ AWS Glue Data Quality] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#aws-glue-data-quality )
178+ - [ Amazon Neptune] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-neptune )
179+ - [ DynamoDB] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#dynamodb )
180+ - [ Amazon Timestream] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-timestream )
181+ - [ Amazon EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-emr )
182+ - [ Amazon CloudWatch Logs] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-cloudwatch-logs )
183+ - [ Amazon Chime] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-chime )
184+ - [ Amazon QuickSight] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#amazon-quicksight )
185+ - [ AWS STS] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#aws-sts )
186+ - [ AWS Secrets Manager] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#aws-secrets-manager )
187+ - [ Global Configurations] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#global-configurations )
188+ - [ Distributed - Ray] ( https://aws-sdk-pandas.readthedocs.io/en/3.7.0b1 /api.html#distributed-ray )
189189- [ ** License** ] ( https://github.com/aws/aws-sdk-pandas/blob/main/LICENSE.txt )
190190- [ ** Contributing** ] ( https://github.com/aws/aws-sdk-pandas/blob/main/CONTRIBUTING.md )
191191
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