Amazon Redshift Resources

What's new

Read our What's New posts to learn about recent features and announcements for Amazon Redshift and Redshift Spectrum.

Need help with your proof-of-concept?

If you are building a proof-of-concept solution with Amazon Redshift, we recommend that you read Building a Proof of Concept for Amazon Redshift. To request assistance from us for your proof-of-concept, click here.

Documentation

Getting Started Guide: Introduces you to Amazon Redshift, helps you set up an account, and walks you through a simple example to use Amazon Redshift for the first time. Also provides tips and links to advanced product features and resources. HTML | PDF | Kindle

Amazon Redshift Cluster Management Guide: Shows you how to create and manage Amazon Redshift clusters. HTML | PDF | Kindle

Amazon Redshift Database Developer Guide: Explains how to design, build, query, and maintain the databases that make up your data warehouse. It also includes syntax for Amazon Redshift SQL commands and functions. HTML | PDF

Amazon Redshift API Reference: Describes all the API operations for Amazon Redshift in detail. It also provides sample requests, responses, and errors for the supported web services protocols. HTML | PDF

Amazon Redshift CLI Guide: Describes the command line interface for Amazon Redshift in detail. It provides basic syntax, options, and usage examples for each command. HTML

Best practices

Loading Data: Load your data efficiently using COPY commands, bulk inserts, and staging tables. Learn more »

Designing Data Warehouse Schema: Design your database for high query performance, low storage and memory requirements, and minimal I/O operations. Learn more »

Tuning Query Performance: Tune your queries for maximum performance using these tips and tactics. Learn more »

Tuning and management scripts & tools

Amazon Redshift Admin Scripts »

Amazon Redshift Admin Scripts

SQL scripts for running diagnostics on your Amazon Redshift cluster using system tables. Download here »

List of Scripts:

top_queries.sql - returns top 50 most time-consuming statements in the last 7 days
perf_alerts.sql - returns top occurrences of alerts, join with table scans
filter_used.sql - returns filter applied to tables on scans to aid in choosing sortkey
commit_stats.sql - shows information on consumption of cluster resources through COMMIT statements
current_session_info.sql - shows information about sessions with currently running queries
missing_table_stats.sql - shows EXPLAIN plans which flagged "missing statistics" on the underlying tables
queuing_queries.sql - lists queries which are waiting on a WLM Query Slot
table_info.sql - Return Table storage information (size, skew, etc)

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Admin SQL Views »

Admin SQL Views

SQL Views for managing your Amazon Redshift Cluster and generating Schema DDL. All Views assume you have a schema called Admin. Download here »

List of views:

v_check_data_distribution.sql - get data distribution across slices
v_constraint_dependency.sql - get the the foreign key constraints between tables
v_generate_group_ddl.sql - get the DDL for a group
v_generate_schema_ddl.sql - get the DDL for schemas
v_generate_tbl_ddl.sql - get the DDL for a table, contains distkey, sortkey, & constraints
v_generate_unload_copy_cmd.sql - generate unload and copy commands for an object
v_generate_user_object_permissions.sql - get the DDL for a user’s permissions to tables and views
v_generate_view_ddl.sql - get the DDL for a view
v_get_obj_priv_by_user.sql - get the table/views that a user has access to
v_get_schema_priv_by_user.sql - get the schema that a user has access to
v_get_tbl_priv_by_user.sql - get the tables that a user has access to
v_get_users_in_group.sql - get all users in a group
v_get_view_priv_by_user.sql - get the views that a user has access to
v_object_dependency.sql - merge the different dependency views together
v_space_used_per_tbl.sql - pull space used per table
v_view_dependency.sql - get names of views that are dependent on other tables/views
v_check_transaction_locks.sql - get info on locks held by open transactions
v_check_wlm_query_time.sql - get WLM wait time & execution time for past 7 days
v_check_wlm_query_trend_daily.sql - get WLM query Count, wait time, execution time by day
v_check_wlm_query_trend_hourly.sql - get WLM query count, wait time, execution time by hour
v_generate_cancel_query.sql - get cancel query
v_get_cluster_restart_ts.sql - get datetime when cluster was recently restarted
v_get_vacuum_details.sql - get vacuum details

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Column Encoding Utility »

Column Encoding Utility

Determine optimal compression for your Amazon Redshift data with this utility. Download here »

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Unload/Copy Utility »

Unload/Copy Utility

Easily migrate data between two Amazon Redshift tables that may be in different databases, clusters, or regions. All exported data is encrypted with AWS Key Management Service (KMS). You can use this utility to supplement AWS Data Pipeline to routinely move data between systems, such as between production and test, or for maintaining read-only copies on other clusters. Download here »

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Community contributed functions & tools

Analytics & Admin Tools »

Analytics & Admin Tools

Easily

Common User-Defined Functions (UDF). A collection of helpful UDFs for everyone to use. Contributed by Periscope. Learn More » | Download here »

Yelp’s ETL tool for Amazon Redshift. Use Yelp's Mycroft to automatically load data into Amazon Redshift. Read this blog post for more information. Download here »

Framework for developing UDFs. To make development easier, Periscope has built a framework for managing and testing UDFs. Contributed by Periscope Data. Download here »

re:Dash. A free open source data collaboration and visualization platform built to allow fast and easy access to billions of records. Features include a schema browser, improved scheduling, autocomplete, and ability to write Python queries. Contributed by Everthing.me. Download here »

EverythingMe's Amazon Redshift Admin Dashboard. Monitor running queries, WLM queues, and your tables/schemas with this user-friendly tool. Contributed by EverythingMe. Download here »

Spark-Redshift Library. Use this library to load data from Amazon Redshift into an Apache Spark SQL DataFrames, and write data from Apache Spark back into Amazon Redshift. Good example of using AVRO ingestion with Amazon Redshift. Contributed by Swiftkey. Download here »

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Blogs and Whitepapers

Featured Blog post
Learn to build a data warehousing solution with new AWS course
by Kumar Kumaraguruparan, 11/15/2021

Featured Whitepaper
Best Practices for Leveraging Amazon Redshift and dbt

We have a rich set of blog articles that provide use case and best practices guidance to help you get the most out of Amazon Redshift. Access our full list of blog articles through the resources below.

No blog posts have been found at this time. Please see the AWS Blog for other resources.

Read more Amazon Redshift articles on the AWS News Blog.

Learn about best practices, feature capabilities, and customer use cases on the AWS Big Data Blog.

Learn how to migrate from an on-premises data warehouse to Amazon Redshift, and more, on the AWS Databases Blog.

Webinars

Data warehousing 2019 year-in-review and 2020 predictions

Hear about the four areas the Amazon Redshift team invested in on behalf of our customers in 2019, and to hear predictions about what to expect in 2020.

Watch video »