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https://github.com/murggu/awesome-synapse

A curated list of awesome Azure Synapse resources
https://github.com/murggu/awesome-synapse

List: awesome-synapse

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A curated list of awesome Azure Synapse resources

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# awesome-synapse



A collection of awesome Synapse libraries, resources and shiny things.



> Ideas? Contributions? Bugs? If you'd like to add more resources or you run into any issues, feel free to create a [pull request](https://github.com/murggu/awesome-synapse/pulls) or  [open an issue](https://github.com/murggu/awesome-synapse/issues) in this repository.



## Repositories



### Tools & Samples



- [Azure-Samples/Synapse](https://github.com/Azure-Samples/Synapse) - Samples for Azure Synapse Analytics.

- [Azure-Samples/sample-mdw-serverless](https://github.com/Azure-Samples/sample-mdw-serverless) - End-to-end sample using Power BI, Synapse Serverless and Pipelines.

- [Azure/DW-with-Synapse-Data-Factory-Power-BI](https://github.com/Azure/DW-with-Synapse-Data-Factory-Power-BI) - Create a data mart using ADF, Synapse and Power BI.

- [Azure/Test-Drive-Azure-Synapse-with-a-1-click-POC](https://github.com/Azure/Test-Drive-Azure-Synapse-with-a-1-click-POC) - POC with pre-populated dataset, pipeline, notebook.

- [Azure/Test-Drive-Synapse-Link-For-DataVerse](https://github.com/Azure/Test-Drive-Synapse-Link-For-DataVerse) - POC environment of Azure Synapse Analytics link for Dataverse with Spark notebooks.

- [Azure/dataverse-to-sql](https://github.com/Azure/dataverse-to-sql) - DataverseToSql tool.

- [Azure/azure-kusto-trender](https://github.com/Azure/azure-kusto-trender) - A JS client for Kusto, including Synapse Data Explorer.

- [Azure/Azure-Orbital-Analytics-Samples](https://github.com/Azure/Azure-Orbital-Analytics-Samples) - Spaceborne data analysis with Azure Synapse Analytics.

- [microsoft/hyperspace](https://github.com/microsoft/hyperspace) - An indexing subsystem that brings index-based query acceleration to Apache Spark.

- [microsoft/SynapseML](https://github.com/microsoft/SynapseML) - Distributed ML framework built on Apache Spark.

- [microsoft/sql-server-samples](https://github.com/microsoft/sql-server-samples) - Azure Data SQL Samples, including Synapse.

- [microsoft/Azure_Synapse_Toolbox](https://github.com/microsoft/Azure_Synapse_Toolbox) - Tools/queries for managing and monitoring Azure Synapse.

- [microsoft/AzureSynapseScriptsAndAccelerators](https://github.com/microsoft/AzureSynapseScriptsAndAccelerators) - Assessment scripts and on-prem DWs migration into Azure Synapse.

- [microsoft/synapse-support](https://github.com/microsoft/synapse-support) - Public-facing support-driven content for Azure Synapse Analytics.

- [microsoft/azure-synapse-spark-metrics](https://github.com/microsoft/azure-synapse-spark-metrics) - Easy metrics monitoring functions for Synapse.

- [microsoft/BackupDwToBlob](https://github.com/microsoft/BackupDwToBlob) - Backup SQL Pool to Azure Blob Storage using ADF.

- [microsoft/AzureSynapseEndToEndDemo](https://github.com/microsoft/AzureSynapseEndToEndDemo) - Azure Synapse end-to-end demo.

- [microsoft/Azure-Analytics-and-AI-Engagement](https://github.com/microsoft/Azure-Analytics-and-AI-Engagement) - Microsoft Dream Demo in a Box

- [microsoft/SynapseGenie](https://github.com/microsoft/SynapseGenie) - Run multiple notebooks in the same Spark pool.

- [AasTrailblazers/AzureSynapse](https://github.com/AasTrailblazers/AzureSynapse) - Spark and SQL pool examples.

- [abhirockzz/cosmosdb-synapse-workshop](https://github.com/abhirockzz/cosmosdb-synapse-workshop) - Azure Synapse Link for Azure Cosmos DB example.

- [AdamPaternostro/Azure-Synapse-SQL-Serverless-Generate-From-Hive](https://github.com/AdamPaternostro/Azure-Synapse-SQL-Serverless-Generate-From-Hive) - Generate SQL Serverless create view statements from Hive.

- [AdamPaternostro/Azure-SQL-DW-Synapse-Test-Case-Runner](https://github.com/AdamPaternostro/Azure-SQL-DW-Synapse-Test-Case-Runner) - Tool for running test cases on Synapse.

- [bretamyers/Azure-Synapse-Lakehouse-Sync](https://github.com/bretamyers/Azure-Synapse-Lakehouse-Sync) - Lakehouse sync tool.

- [datahai/serverlesssqlpooltools](https://github.com/datahai/serverlesssqlpooltools) - SQL scripts for Azure Synapse Analytics Serverless SQL Pools.

- [dbt-msft/dbt-synapse](https://github.com/dbt-msft/dbt-synapse) - dbt adapter for Synapse Dedicated SQL Pools.

- [edkreuk/DataIntegration/tree/main/Azure-Synapse-Analytics/Templates](https://github.com/edkreuk/DataIntegration/tree/main/Azure-Synapse-Analytics/Templates) - Templates for Synapse Pipelines.

- [kevchant/AzureDevOps-SynapseServerlessSQLPool](https://github.com/kevchant/AzureDevOps-SynapseServerlessSQLPool) - Template to perform CI/CD for Azure Synapse Serverless SQL Pools using ADO.

- [kevchant/AzureDevOps-AzureSynapseSQLPool](https://github.com/kevchant/AzureDevOps-AzureSynapseSQLPool) - Template to perform CI/CD for Azure Synapse dedicated SQL Pools using ADO.

- [markprycemaher/Synapse](https://github.com/markprycemaher/Synapse) - Scripts and tools for Azure Synapse SQL Pools / SQL-On-Demand (Serverless).

- [mrpaulandrew/procfwk](https://github.com/mrpaulandrew/procfwk) - Metadata driven processing framework for ADF and Synapse.

- [mrpaulandrewltd/Azure-Data-Integration-Pipeline-Training](https://github.com/mrpaulandrewltd/Azure-Data-Integration-Pipeline-Training) - Training workshop content on ADF and Synapse Pipelines.

- [PacktPublishing/Limitless-Analytics-with-Azure-Synapse](https://github.com/PacktPublishing/Limitless-Analytics-with-Azure-Synapse) - Samples of the book Limitless Analytics with Azure Synapse.

- [PacktPublishing/Azure-Synapse-Analytics-cookbook](https://github.com/PacktPublishing/Azure-Synapse-Analytics-cookbook) - Samples for the book Azure Synapse Analytics Cookbook.

- [rebremer/azure-synapseserverless-python-rest-api](https://github.com/rebremer/azure-synapseserverless-python-rest-api) - Create a REST API with Python on Synapse Serverless pools using external tables.

- [santiagxf/synapse-cicd](https://github.com/santiagxf/synapse-cicd) - GitHub Actions/ADO based CI/CD workflow for Azure Synapse or Azure SQL Database.

- [solliancenet/azure-synapse-analytics-day](https://github.com/solliancenet/azure-synapse-analytics-day) - Azure Synapse Analytics in a Day Lab.

- [solliancenet/azure-synapse-analytics-workshop-400](https://github.com/solliancenet/azure-synapse-analytics-workshop-400) - Azure Synapse Analtytics Workshop L400.

- [solliancenet/azure-synapse-analytics-ga-content-packs](https://github.com/solliancenet/azure-synapse-analytics-ga-content-packs) - Readiness content packs for Synapse.



### Deployment Templates



- [Azure/azure-synapse-analytics-end2end](https://github.com/Azure/azure-synapse-analytics-end2end) - Deployment Accelerator using Bicep.

- [Azure/Synapse-workspace-deployment](https://github.com/Azure/Synapse-workspace-deployment) - GitHub action for Synapse.

- [murggu/azure-synapse-terraform](https://github.com/murggu/azure-synapse-terraform) - Secure Synapse Terraform templates.

- [quickstarts/microsoft.synapse/synapse-poc](https://github.com/Azure/azure-quickstart-templates/tree/da0cdd93d7dd7d842c9c7e89738d4682c8013495/quickstarts/microsoft.synapse/synapse-poc) - Synapse ARM templates.

- [shaneochotny/Azure-Synapse-Analytics-PoC](https://github.com/shaneochotny/Azure-Synapse-Analytics-PoC) - Synapse Bicep and Terraform templates.

- [SQLPlayer/azure.synapse.tools](https://github.com/SQLPlayer/azure.synapse.tools) - PowerShell module to deploy Synapse.



### Benchmarks



- [rawatsudhir1/AzureSynapseDWH](https://github.com/rawatsudhir1/AzureSynapseDWH) - Scripts from [this techcommunity blog post](https://techcommunity.microsoft.com/t5/azure-synapse-analytics-blog/performance-benchmark-azure-synapse-analytics-data-warehouse/ba-p/1381302)



### Solution Accelerators



- [microsoft/Azure-Synapse-Solution-Accelerator-Commodity-Price-Prediction](https://github.com/microsoft/Azure-Synapse-Solution-Accelerator-Commodity-Price-Prediction) - Commodity Price Prediction Solution Accelerator.

- [microsoft/Azure-Synapse-Solution-Accelerator-Customer-Revenue-Growth-Factor](https://github.com/microsoft/Azure-Synapse-Solution-Accelerator-Financial-Analytics-Customer-Revenue-Growth-Factor) - Customer Revenue Growth Factor Solution Accelerator.

- [microsoft/Azure-Synapse-Content-Recommendations-Solution-Accelerator](https://github.com/microsoft/Azure-Synapse-Content-Recommendations-Solution-Accelerator) - Content recommentations Solution Accelerator.

- [microsoft/Azure-Synapse-Retail-Recommender-Solution-Accelerator](https://github.com/microsoft/Azure-Synapse-Retail-Recommender-Solution-Accelerator) - Retail Recommender Solution Accelerator.

- [microsoft/Azure-Synapse-Customer-Insights-Customer360-Solution-Accelerator](https://github.com/microsoft/Azure-Synapse-Customer-Insights-Customer360-Solution-Accelerator) - Customer Insights Customer 360 Solution Accelerator.

- [microsoft/Azure-Synapse-Solution-Accelerator--Part-Comparator](https://github.com/microsoft/Azure-Synapse-Solution-Accelerator--Part-Comparator) - Part Comparator Solution Accelerator.

- [microsoft/Relationship-Mesh-Solution-Accelerator-with-MGDC-and-Azure-Synapse-Analytics](https://github.com/microsoft/Relationship-Mesh-Solution-Accelerator-with-MGDC-and-Azure-Synapse-Analytics) - Relationship Mesh Solution Accelerator.

- [ROBROICH/AZURE_SYNAPSE_AND_SAP_SFLIGHT_DEMO](https://github.com/ROBROICH/AZURE_SYNAPSE_AND_SAP_SFLIGHT_DEMO) - Synapse + SAP SFLIGHT demo.



## Other Resources



### Docs



- [Azure Synapse - Official docs](https://learn.microsoft.com/en-us/azure/synapse-analytics/guidance/success-by-design-introduction)

- [Azure Synapse - Blog](https://techcommunity.microsoft.com/t5/azure-synapse-analytics-blog/bg-p/AzureSynapseAnalyticsBlog)

- [Azure Synapse - Monthly update](https://techcommunity.microsoft.com/t5/azure-synapse-analytics-blog/bg-p/AzureSynapseAnalyticsBlog/label-name/Monthly%20Update)

- [Azure Synapse - Success by design](https://learn.microsoft.com/en-us/azure/synapse-analytics/guidance/success-by-design-introduction)

- [Azure Synapse - Reference Architectures](https://learn.microsoft.com/en-us/azure/architecture/browse/?terms=Synapse)



### Community



- [Azure Synapse - Community](https://azure.github.io/Synapse/)

- [Azure Synapse - Influencer Program](https://azure.github.io/Synapse/influencers/)

- [Azure Synapse - Twitter](https://twitter.com/Azure_Synapse)

- [Azure Synapse on Medium](https://medium.com/tag/azure-synapse-analytics)



### Learning



- [Azure Synapse - Learning paths and modules](https://learn.microsoft.com/en-us/training/browse/?expanded=azure&products=azure-synapse-analytics)

- [Synapse Practitioner](https://azure.microsoft.com/en-us/resources/developers/synapse-analytics-for-data-engineers/)

- [Microsoft Virtual Training Days](https://mvtd.events.microsoft.com/?azureevent=Microsoft%20Azure%20Virtual%20Training%20Day:%20Deliver%20Integrated%20Analytics%20with%20Azure%20Synapse)

- [30-Day Cloud Skills Challenge](https://learn.microsoft.com/en-us/training/challenges?id=3d6cb3b9-f4b7-4d7b-ab23-57faa1762705&wt.mc_id=cloudskillschallenge_3d6cb3b9-f4b7-4d7b-ab23-57faa1762705)

- [Get Started with Azure Synapse Analytics in 60 Minutes](https://info.microsoft.com/ww-landing-get-started-with-azure-synapse-analytics-in-60-minutes.html)

- YouTube →

  - [Azure Synapse - YouTube channel](https://www.youtube.com/channel/UCsZ4IlYjjVxqe5OZ14tyh5g)

  - [Guy in a Cube - YouTube channel](https://www.youtube.com/c/GuyinaCube)

  - [Pragmatic Works - YouTube channel](https://www.youtube.com/c/PragmaticWorks)

  - [Advancing Analytics (The Synapse Sessions) - YouTube channel](https://www.youtube.com/playlist?list=PLHN2ijxAWBaMl5Bl1KlLpGx-uend0WHP0)

  - [Datahai BI (Synapse Analytics) - YouTube channel](https://www.youtube.com/playlist?list=PL4dsvcj_pgQZLPHM9RIUmdYlbNDn5agc6)

- LinkedIn  →

  - [Microsoft Azure Synapse for Developers - LinkedIn Learning](https://www.linkedin.com/learning/microsoft-azure-synapse-for-developers-14246261/data-warehouses-in-the-cloud)

  - [Microsoft Azure Synapse for Developers: Scaling Configuration - LinkedIn Learning](https://www.linkedin.com/learning/microsoft-azure-synapse-for-developers-scaling-configuration/configuring-azure-synapse-workspaces)



### Technical Discussions and Q&A



- [Azure Synapse on StackOverflow](https://stackoverflow.com/questions/tagged/azure-synapse+or+azure-synapse+or+azure-sql-data-warehouse)

- [Azure Synapse on Microsoft Q&A](https://feedback.azure.com/d365community/forum/9b9ba8e4-0825-ec11-b6e6-000d3a4f07b8)



### Books



- [Azure Synapse Analytics Cookbook](https://www.packtpub.com/product/azure-synapse-analytics-cookbook/9781803231501) by Gaurav Agarwal, Meenakshi Muralidharan

- [Limitless Analytics with Azure Synapse](https://www.packtpub.com/product/limitless-analytics-with-azure-synapse/9781800205659) By Prashant Kumar Mishra

- [Learning Azure Synapse Analytics](https://www.oreilly.com/library/view/learning-azure-synapse/9781098127688/) by Paul Andrew, Richard Swinbank



### Research Papers



- [POLARIS: the distributed SQL engine in Azure Synapse](https://www.microsoft.com/research/publication/polaris-the-distributed-sql-engine-in-azure-synapse/)

- [Windows Azure Storage: Highly available cloud storage with strong consistency](https://azure.microsoft.com/blog/sosp-paper-windows-azure-storage-a-highly-available-cloud-storage-service-with-strong-consistency/)

- [Split query processing in polybase](https://www.microsoft.com/research/publication/split-query-processing-in-polybase/)

- [Query optimization in Microsoft SQL Server PDW](https://www.microsoft.com/en-us/research/publication/query-optimization-in-microsoft-sql-server-pdw/)



Azure Synapse 💙 Community