Amazon Redshift Query Patterns And Optimizations
In this workshop you will launch an Amazon Redshift cluster in your AWS account and load sample data ~ 100GB using TPCH dataset. You will learn query patterns that affects Redshift performance and how to optimize them. In this lab we will also provide a framework to simulate workload management (WLM) queue and run concurrent queries in regular interval and measure performance metrics- query throughput, query duration etc. We will also provide some use cases for Redshift spectrum to query data from s3 in columnar format such as Parquet.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Amazon Redshift Utils | 2,677 | 5 months ago | 53 | apache-2.0 | Python | |||||
| Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment | ||||||||||
| Bdash | 1,468 | 6 months ago | 22 | mit | TypeScript | |||||
| Simple SQL Client for lightweight data analysis. | ||||||||||
| Sqltabs | 811 | 2 years ago | 73 | gpl-3.0 | JavaScript | |||||
| Rich SQL client for Postgresql, MySQL, MS SQL, Amazon Redshift, Google Firebase (Firestore) | ||||||||||
| Aws Lambda Redshift Loader | 596 |  | 2 | 10 months ago | 4 | April 20, 2022 | 59 | other | JavaScript | |
| Amazon Redshift Database Loader implemented in AWS Lambda | ||||||||||
| Spark Redshift | 514 | 4 | 1 | 5 years ago | 10 | November 01, 2016 | 134 | apache-2.0 | Scala | |
| Redshift data source for Apache Spark | ||||||||||
| Tadpolefordbtools | 512 | 4 years ago | 126 | Java | ||||||
| Lambda Streams To Firehose | 274 | a year ago | 10 | apache-2.0 | JavaScript | |||||
| AWS Lambda function to forward Stream data to Kinesis Firehose | ||||||||||
| Amazon Redshift Monitoring | 249 | a year ago | 9 | apache-2.0 | Python | |||||
| Amazon Redshift Advanced Monitoring | ||||||||||
| Amazon Redshift Udfs | 231 | 8 months ago | 14 | other | PLpgSQL | |||||
| A collection of example UDFs for Amazon Redshift. | ||||||||||
| Sqlalchemy Redshift | 203 |  | 46 | 75 | a year ago | 34 | April 07, 2023 | 36 | mit | Python |
| Amazon Redshift SQLAlchemy Dialect | ||||||||||
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Amazon Web Services
Role
Amazon
Redshift