@@ -94,25 +94,25 @@ FROM "sampleDB"."sampleTable" ORDER BY time DESC LIMIT 3
9494## At scale
9595AWS 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.
9696
97- Read our [ docs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /scale.html ) or head to our latest [ tutorials] ( https://github.com/aws/aws-sdk-pandas/tree/main/tutorials ) to learn more.
97+ 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.
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/3.12.0 /about.html )
102- - [ ** Install** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html )
103- - [ PyPi (pip)] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#pypi-pip )
104- - [ Conda] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#conda )
105- - [ AWS Lambda Layer] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#aws-lambda-layer )
106- - [ AWS Glue Python Shell Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#aws-glue-python-shell-jobs )
107- - [ AWS Glue PySpark Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#aws-glue-pyspark-jobs )
108- - [ Amazon SageMaker Notebook] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#amazon-sagemaker-notebook )
109- - [ Amazon SageMaker Notebook Lifecycle] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#amazon-sagemaker-notebook-lifecycle )
110- - [ EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#emr )
111- - [ From source] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /install.html#from-source )
112- - [ ** At scale** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /scale.html )
113- - [ Getting Started] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /scale.html#getting-started )
114- - [ Supported APIs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /scale.html#supported-apis )
115- - [ Resources] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /scale.html#resources )
101+ - [ ** What is AWS SDK for pandas?** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /about.html )
102+ - [ ** Install** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html )
103+ - [ PyPi (pip)] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#pypi-pip )
104+ - [ Conda] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#conda )
105+ - [ AWS Lambda Layer] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#aws-lambda-layer )
106+ - [ AWS Glue Python Shell Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#aws-glue-python-shell-jobs )
107+ - [ AWS Glue PySpark Jobs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#aws-glue-pyspark-jobs )
108+ - [ Amazon SageMaker Notebook] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#amazon-sagemaker-notebook )
109+ - [ Amazon SageMaker Notebook Lifecycle] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#amazon-sagemaker-notebook-lifecycle )
110+ - [ EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#emr )
111+ - [ From source] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /install.html#from-source )
112+ - [ ** At scale** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /scale.html )
113+ - [ Getting Started] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /scale.html#getting-started )
114+ - [ Supported APIs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /scale.html#supported-apis )
115+ - [ Resources] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /scale.html#resources )
116116- [ ** Tutorials** ] ( https://github.com/aws/aws-sdk-pandas/tree/main/tutorials )
117117 - [ 001 - Introduction] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/001%20-%20Introduction.ipynb )
118118 - [ 002 - Sessions] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/002%20-%20Sessions.ipynb )
@@ -153,30 +153,30 @@ Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/scale.html) or h
153153 - [ 039 - Athena Iceberg] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/039%20-%20Athena%20Iceberg.ipynb )
154154 - [ 040 - EMR Serverless] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/040%20-%20EMR%20Serverless.ipynb )
155155 - [ 041 - Apache Spark on Amazon Athena] ( https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/041%20-%20Apache%20Spark%20on%20Amazon%20Athena.ipynb )
156- - [ ** API Reference** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html )
157- - [ Amazon S3] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-s3 )
158- - [ AWS Glue Catalog] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#aws-glue-catalog )
159- - [ Amazon Athena] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-athena )
160- - [ Amazon Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-redshift )
161- - [ PostgreSQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#postgresql )
162- - [ MySQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#mysql )
163- - [ SQL Server] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#sqlserver )
164- - [ Oracle] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#oracle )
165- - [ Data API Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#data-api-redshift )
166- - [ Data API RDS] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#data-api-rds )
167- - [ OpenSearch] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#opensearch )
168- - [ AWS Glue Data Quality] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#aws-glue-data-quality )
169- - [ Amazon Neptune] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-neptune )
170- - [ DynamoDB] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#dynamodb )
171- - [ Amazon Timestream] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-timestream )
172- - [ Amazon EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-emr )
173- - [ Amazon CloudWatch Logs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-cloudwatch-logs )
174- - [ Amazon Chime] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-chime )
175- - [ Amazon QuickSight] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#amazon-quicksight )
176- - [ AWS STS] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#aws-sts )
177- - [ AWS Secrets Manager] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#aws-secrets-manager )
178- - [ Global Configurations] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#global-configurations )
179- - [ Distributed - Ray] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.0 /api.html#distributed-ray )
156+ - [ ** API Reference** ] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html )
157+ - [ Amazon S3] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-s3 )
158+ - [ AWS Glue Catalog] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#aws-glue-catalog )
159+ - [ Amazon Athena] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-athena )
160+ - [ Amazon Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-redshift )
161+ - [ PostgreSQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#postgresql )
162+ - [ MySQL] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#mysql )
163+ - [ SQL Server] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#sqlserver )
164+ - [ Oracle] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#oracle )
165+ - [ Data API Redshift] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#data-api-redshift )
166+ - [ Data API RDS] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#data-api-rds )
167+ - [ OpenSearch] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#opensearch )
168+ - [ AWS Glue Data Quality] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#aws-glue-data-quality )
169+ - [ Amazon Neptune] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-neptune )
170+ - [ DynamoDB] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#dynamodb )
171+ - [ Amazon Timestream] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-timestream )
172+ - [ Amazon EMR] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-emr )
173+ - [ Amazon CloudWatch Logs] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-cloudwatch-logs )
174+ - [ Amazon Chime] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-chime )
175+ - [ Amazon QuickSight] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#amazon-quicksight )
176+ - [ AWS STS] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#aws-sts )
177+ - [ AWS Secrets Manager] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#aws-secrets-manager )
178+ - [ Global Configurations] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#global-configurations )
179+ - [ Distributed - Ray] ( https://aws-sdk-pandas.readthedocs.io/en/3.12.1 /api.html#distributed-ray )
180180- [ ** License** ] ( https://github.com/aws/aws-sdk-pandas/blob/main/LICENSE.txt )
181181- [ ** Contributing** ] ( https://github.com/aws/aws-sdk-pandas/blob/main/CONTRIBUTING.md )
182182
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