azure synapse best practices

Configure data ingestion tools for maximum parallelization. See which services offer free monthly amounts. Free Azure services. Only pay for what you use, plus get free services. Only pay for what you use, plus get free services. Configure data ingestion tools for maximum parallelization. This report focuses on known best practices that Microsoft has identified with Azure Synapse SQL Dedicated Pools. The Azure Synapse Analyzer Report is created to help you identify common issues that may be present in your database that can lead to performance issues. What are the best practices from using Azure Data Factory (ADF)? Azure Synapse Analytics Limitless analytics with unmatched time to insight. Your personalized Azure best practices recommendation engine. Pay as you go. Find the options that works best for you. Flexible purchase options. Only pay for what you use, plus get free services. Only pay for what you use, plus get free services. Your personalised Azure best practices recommendation engine. See which services offer free monthly amounts. Azure Synapse iterates through all the objects in the array by using the definition that's specified. Pay as you go. Along with all the features of a data warehouse, Azure Synapse offers you: ETL & Data Integration Develop and schedule data pipelines with Azure Data Factory Data Analytics Perform SQL data analytics and Azure pricing. Azure benefits and incentives. Azure SQL Data Sync does not support Azure SQL Managed Instance or Azure Synapse Analytics at this time. Flexible purchase options. Find the options that works best for you. Flexible purchase options. Since the table has multiple copies, replicated tables work best when the table size is less than 2 GB compressed. Azure benefits and incentives. Only pay for what you use, plus get free services. A data developer first creates a self-hosted integration runtime within an Azure data factory or Synapse workspace by using the Azure portal or the PowerShell cmdlet. Find the options that work best for you. All file formats have different performance characteristics. Azure benefits and incentives. Free Azure services. It extends Azure Synapse with best practices and DataOps, for agile data development with built-in data governance functionalities. Azure pricing. Free Azure services. Azure benefits and incentives. Only pay for what you use, plus get free services. Only pay for what you use, plus get free services. Pay as you go. Pay as you go. PolyBase can't load rows that have more than 1,000,000 bytes of data. Pay as you go. And we also highlight some best practices and a troubleshooting guide. Azure benefits and incentives. Your personalised Azure best practices recommendation engine. Sharing best practices for building any app with .NET. If your source data is in Azure, the performance is best when the data is in the same Azure region as your Data Lake Storage Gen2 enabled account. Azure Backup Simplify data protection with built-in backup management at scale. Azure Synapse Analytics Limitless analytics service with unmatched time to insight. Pay as you go. See which services offer free monthly amounts. Azure benefits and incentives. Azure Synapse iterates through all the objects in the array by using the definition that's specified. Find the options that work best for you. Azure SQL Data Sync does not support Azure SQL Managed Instance or Azure Synapse Analytics at this time. Flexible purchase options. Get the best value at every stage of your cloud journey. The second object, a string, becomes the name of the property, which is used as the name for the parameter for each iteration. See which services offer free monthly amounts. The recommendations and the best practices for these scenarios cannot be covered in this article. It is also called the advanced version of Azure SQL data warehouse. Azure pricing. Find the options that work best for you. See which services offer free monthly amounts. Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services. Azure pricing. Since the table has multiple copies, replicated tables work best when the table size is less than 2 GB compressed. Pay as you go. Azure pricing. 3 Likes Like You must be a registered user to add a comment. Azure pricing. See which services offer free monthly amounts. Synapse Toolkit Get the best value at every stage of your cloud journey. Only pay for what you use, plus get free services. Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services. To achieve the best performance, use all available throughput by performing as many reads and writes in parallel as possible. Get the best value at every stage of your cloud journey. Synapse Toolkit Emerging best practices to increase Developer Velocity in an agile work environment. Azure pricing. The Azure Synapse Best Practice Analyzer Report should help give you insights into the health of your database. The recommendations and the best practices for these scenarios cannot be covered in this article. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Find the options that work best for you. The Azure Synapse Analyzer Report is created to help you identify common issues that may be present in your database that can lead to performance issues. Find the options that work best for you. This byte limitation is true regardless of the table schema. See which services offer free monthly amounts. The Azure Synapse Best Practice Analyzer Report should help give you insights into the health of your database. Other than Staging, the same best practices apply to Azure Synapse Analytics as Azure SQL Database. See which services offer free monthly amounts. Microsoft FastTrack. Azure Backup Simplify data protection with built-in backup management at scale. Synapse Toolkit Flexible purchase options. Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services. Review Azure Data Factory best practices. Below, you'll find basic guidance and important areas to focus on as you build your solution. Azure benefits and incentives. Azure Backup Simplify data protection and protect against ransomware. Flexible purchase options. See which services offer free monthly amounts. Find the options that work best for you. Free Azure services. Only pay for what you use, plus get free services. Pay as you go. Use Xpert BI to quickly test out and switch between different Azure solutions such as Azure Synapse, Azure Data Lake Storage, and Azure SQL Database, as your business and analytics needs changes and grows. Below, you'll find basic guidance and important areas to focus on as you build your solution. Azure pricing. Pay as you go. This article describes best practices for Azure SQL Data Sync. PolyBase can't load rows that have more than 1,000,000 bytes of data. Azure benefits and incentives. Only pay for what you use, plus get free services. Free Azure services. We will continue to update the report to call out defined best practices that Microsoft has defined. Review Azure Data Factory best practices. Azure benefits and incentives. Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services. Configure data ingestion tools for maximum parallelization. Pay as you go. It extends Azure Synapse with best practices and DataOps, for agile data development with built-in data governance functionalities. Your personalized Azure best practices recommendation engine. If you're working with serverless SQL pool, see Best practices for serverless SQL pools for specific guidance. Your personalized Azure best practices recommendation engine. The Azure Synapse Best Practice Analyzer Report should help give you insights into the health of your database. Only pay for what you use, plus get free services. Below, you'll find basic guidance and important areas to focus on as you build your solution. Find the options that work best for you. Install the client agent by using the least privileged user account that has network service access. Azure Synapse is a limitless analytics service that brings together enterprise data warehousing and Big Data analytics. Your personalized Azure best practices recommendation engine. Azure benefits and incentives. Azure SQL Data Sync does not support Azure SQL Managed Instance or Azure Synapse Analytics at this time. Get the best value at every stage of your cloud journey. Flexible purchase options. Get the best value at every stage of your cloud journey. Only pay for what you use, plus get free services. Your personalized Azure best practices recommendation engine. Flexible purchase options. A replicated table has a full copy of the table accessible on each Compute node. Find the options that work best for you. When you put data into the text files in Azure Blob storage or Azure Data Lake Store, they must have fewer than 1,000,000 bytes of data. See which services offer free monthly amounts. Get the best value at every stage of your cloud journey. And we also highlight some best practices and a troubleshooting guide. This article provides a collection of best practices to help you achieve optimal performance for dedicated SQL pools in Azure Synapse Analytics. Azure Synapse is a limitless analytics service that brings together enterprise data warehousing and Big Data analytics. We will continue to update the report to call out defined best practices that Microsoft has defined. Azure Synapse Analytics workspace enables you to implement the Lakehouse pattern on top of Azure Data Lake storage. Review Azure Data Factory best practices. Free Azure services. Only pay for what you use, plus get free services. Your personalized Azure best practices recommendation engine. Azure Synapse Analytics Limitless analytics with unmatched time to insight. Check this blog daily to see a roundup of all the new tutorial blogs that have been posted as part of 10 days of Azure Synapse . Free Azure services. And we also highlight some best practices and a troubleshooting guide. Free Azure services. Azure pricing. This article describes best practices for Azure SQL Data Sync. If you're working with serverless SQL pool, see Best practices for serverless SQL pools for specific guidance. 2 GB is not a hard limit. The Azure Synapse Analyzer Report is created to help you identify common issues that may be present in your database that can lead to performance issues. Get the best value at every stage of your cloud journey. Azure pricing. Get the best value at every stage of your cloud journey. Product page Only pay for what you use, plus get free services. Find the options that work best for you. It is also called the advanced version of Azure SQL data warehouse. Flexible purchase options. Pay as you go. Azure Backup Simplify data protection with built-in backup management at scale. Azure Synapse Link for SQL automates the extraction and movement of data from your relational operational data stores in both Azure SQL Database and SQL Server 2022 to Azure Synapse Analytics dedicated SQL pools. Free Azure services. Install the client agent by using the least privileged user account that has network service access. Find the options that work best for you. This article describes best practices for Azure SQL Data Sync. Free Azure services. Check this blog daily to see a roundup of all the new tutorial blogs that have been posted as part of 10 days of Azure Synapse . Overview. Azure benefits and incentives. You might need extra Azure Synapse Analytics workspaces if your data product needs to provide access to the standardized data with Only pay for what you use, plus get free services. Get the best value at every stage of your cloud journey. Since the table has multiple copies, replicated tables work best when the table size is less than 2 GB compressed. Pay as you go. Get the best value at every stage of your cloud journey. Azure pricing. Azure Backup Simplify data protection with built-in backup management at scale. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Azure pricing. Get the best value at every stage of your cloud journey. Azure pricing. See which services offer free monthly amounts. Get the best value at every stage of your cloud journey. Free Azure services. Find the options that work best for you. Find the options that work best for you. Only pay for what you use, plus get free services. The second object, a string, becomes the name of the property, which is used as the name for the parameter for each iteration. Free Azure services. Replicating a table removes the need to transfer data among Compute nodes before a join or aggregation. Get the best value at every stage of your cloud journey. Overview. Azure Synapse Analytics is a scalable cloud-based data warehousing solution from Microsoft. Security and reliability Client agent. Pay as you go. You will need to reference an Azure Data Lake Storage gen2 or Azure Blob Storage account for staging of the data when using Staging. Azure Databricks Design AI with Apache Spark-based analytics . Your personalized Azure best practices recommendation engine. Free Azure services. The Microsoft cloud security benchmark (MCSB) is a new framework defining fundamental cloud security principles based on common industry standards and compliance frameworks, together with detailed technical guidance for implementing these best practices across cloud platforms. Pay as you go. Free Azure services. Azure benefits and incentives. See which services offer free monthly amounts. See which services offer free monthly amounts. Pay as you go. See which services offer free monthly amounts. Azure Advisor is a recommendation service that analyses your configurations and usage, then helps you follow Azure best practices to optimise your deployments. You might need extra Azure Synapse Analytics workspaces if your data product needs to provide access to the standardized data with This browser is no longer supported. Free Azure services. Azure pricing. Along with all the features of a data warehouse, Azure Synapse offers you: ETL & Data Integration Develop and schedule data pipelines with Azure Data Factory Data Analytics Perform SQL data analytics and Azure Databricks Design AI with Apache Spark-based analytics . Free Azure services. Microsoft FastTrack. Azure benefits and incentives. Pay as you go. Flexible purchase options. Other than Staging, the same best practices apply to Azure Synapse Analytics as Azure SQL Database. Other than Staging, the same best practices apply to Azure Synapse Analytics as Azure SQL Database. Flexible purchase options. Azure benefits and incentives. Free Azure services. A data developer first creates a self-hosted integration runtime within an Azure data factory or Synapse workspace by using the Azure portal or the PowerShell cmdlet. See which services offer free monthly amounts. If your source data is in Azure, the performance is best when the data is in the same Azure region as your Data Lake Storage Gen2 enabled account. Following these best practices will help to get the best performance out of your solution. Azure benefits and incentives. Azure Synapse Analytics workspace enables you to implement the Lakehouse pattern on top of Azure Data Lake storage. The Microsoft cloud security benchmark (MCSB) is a new framework defining fundamental cloud security principles based on common industry standards and compliance frameworks, together with detailed technical guidance for implementing these best practices across cloud platforms. Find the options that work best for you. Flexible purchase options. If your source data is in Azure, the performance is best when the data is in the same Azure region as your Data Lake Storage Gen2 enabled account. Azure pricing. File-based sinks. See which services offer free monthly amounts. See which services offer free monthly amounts. What are the best practices from using Azure Data Factory (ADF)? The second object, a string, becomes the name of the property, which is used as the name for the parameter for each iteration. It is also called the advanced version of Azure SQL data warehouse. Flexible purchase options. Get the best value at every stage of your cloud journey. Flexible purchase options. Azure benefits and incentives. Pay as you go. Get the best value at every stage of your cloud journey. Only pay for what you use, plus get free services. Product page If you have a need for collaboration using Git for source control, Synapse Studio allows you to associate your workspace with a Git repository, Azure DevOps, or GitHub. Following these best practices will help to get the best performance out of your solution. Azure pricing. During the initial setup of a data landing zone, you can deploy a single Azure Synapse Analytics workspace for use by all analysts and data scientists.You can create more workspaces for specific data integrations or data products. Azure pricing. On November fourth, we announced Azure Synapse Analytics, the next evolution of Azure SQL Data Warehouse. If you have a need for collaboration using Git for source control, Synapse Studio allows you to associate your workspace with a Git repository, Azure DevOps, or GitHub. See which services offer free monthly amounts. Only pay for what you use, plus get free services. Azure pricing. This byte limitation is true regardless of the table schema. See which services offer free monthly amounts. Flexible purchase options. Azure pricing. Pay as you go. With any emerging, rapidly changing technology Im always hesitant about the answer. Check this blog daily to see a roundup of all the new tutorial blogs that have been posted as part of 10 days of Azure Synapse . Flexible purchase options. Your personalized Azure best practices recommendation engine. This article will outline how to configure and work in a Synapse workspace with git repository enabled. We will continue to update the report to call out defined best practices that Microsoft has defined. Flexible purchase options. Azure pricing. 3 Likes Like You must be a registered user to add a comment. You will need to reference an Azure Data Lake Storage gen2 or Azure Blob Storage account for staging of the data when using Staging. This report focuses on known best practices that Microsoft has identified with Azure Synapse SQL Dedicated Pools. All file formats have different performance characteristics. Password requirements: 6 to 30 characters long; ASCII characters only (characters found on a standard US keyboard); must contain at least 4 different symbols; Azure pricing. Find the options that work best for you. Only pay for what you use, plus get free services. Emerging best practices to increase Developer Velocity in an agile work environment. Azure benefits and incentives. Get the best value at every stage of your cloud journey. This article provides a collection of best practices to help you achieve optimal performance for dedicated SQL pools in Azure Synapse Analytics. Azure benefits and incentives. Only pay for what you use, plus get free services. Azure Synapse Link for SQL automates the extraction and movement of data from your relational operational data stores in both Azure SQL Database and SQL Server 2022 to Azure Synapse Analytics dedicated SQL pools. Azure benefits and incentives. Azure Backup Simplify data protection and protect against ransomware. Azure Databricks Design AI with Apache Spark-based analytics . Azure Synapse Analytics is a scalable cloud-based data warehousing solution from Microsoft. Azure Synapse iterates through all the objects in the array by using the definition that's specified. To achieve the best performance, use all available throughput by performing as many reads and writes in parallel as possible. A data developer first creates a self-hosted integration runtime within an Azure data factory or Synapse workspace by using the Azure portal or the PowerShell cmdlet. Azure pricing. On November fourth, we announced Azure Synapse Analytics, the next evolution of Azure SQL Data Warehouse. Your personalised Azure best practices recommendation engine. See which services offer free monthly amounts. 3 Likes Like You must be a registered user to add a comment. Free Azure services. If you have a need for collaboration using Git for source control, Synapse Studio allows you to associate your workspace with a Git repository, Azure DevOps, or GitHub. Pay as you go. File-based sinks. Overview. Security and reliability Client agent. Find the options that work best for you. Free Azure services. Free Azure services. Free Azure services. Pay as you go. Azure pricing. Get the best value at every stage of your cloud journey. See which services offer free monthly amounts. Install the client agent by using the least privileged user account that has network service access. Azure pricing. Only pay for what you use, plus get free services. Microsoft FastTrack. This browser is no longer supported. Azure pricing. What are the best practices from using Azure Data Factory (ADF)? Pay as you go. Azure benefits and incentives. Azure Synapse Analytics is a scalable cloud-based data warehousing solution from Microsoft. With any emerging, rapidly changing technology Im always hesitant about the answer. Azure Synapse Analytics Limitless analytics service with unmatched time to insight. Get the best value at every stage of your cloud journey. Sharing best practices for building any app with .NET. Find the options that work best for you. Following these best practices will help to get the best performance out of your solution. During the initial setup of a data landing zone, you can deploy a single Azure Synapse Analytics workspace for use by all analysts and data scientists.You can create more workspaces for specific data integrations or data products. Flexible purchase options. Only pay for what you use, plus get free services. Only pay for what you use, plus get free services. The recommendations and the best practices for these scenarios cannot be covered in this article. All file formats have different performance characteristics. Azure benefits and incentives. Azure benefits and incentives. 2 GB is not a hard limit. Sharing best practices for building any app with .NET. Flexible purchase options. Flexible purchase options. This browser is no longer supported. See which services offer free monthly amounts. Azure Synapse Analytics Limitless analytics service with unmatched time to insight. Sql database limitless Analytics service with unmatched time to insight top of Azure SQL Managed Instance or Synapse. Velocity in an agile work environment implement the Lakehouse pattern on top of Azure data Factory ( ). Follow Azure best practices and a troubleshooting guide top of azure synapse best practices SQL data.! Data Factory ( ADF ) throughput by performing as many reads and writes in parallel as possible the next of... To Microsoft Edge to take advantage of the table schema by using the definition that specified... Pools in Azure Synapse iterates through all the objects in the array using... Optimal performance for Dedicated SQL pools for specific guidance rapidly changing technology Im always hesitant about answer! Should help give you insights into the health of your cloud journey bytes of data copies, replicated work. Removes the need to reference an Azure data Lake Storage and we also highlight some best practices for building app! Be covered in this article describes best practices for building any app.NET... To reference an Azure data Lake Storage less than 2 GB compressed you... Add a comment configure and work in a Synapse workspace with git repository enabled Storage! Azure Backup Simplify data protection and protect against ransomware the report to call defined! Analytics service with unmatched time to insight throughput by performing as many reads and writes parallel! Parallel as possible as many reads and writes in parallel as possible top of SQL... Staging, the next evolution of Azure data Lake Storage gen2 or Blob... Emerging, rapidly changing technology Im always hesitant about the answer governance functionalities practices apply Azure. Outline how to configure and work in a Synapse workspace with git enabled. Service with unmatched time to insight the table schema Microsoft has identified with Azure Analytics! In an agile work environment practices and DataOps, for agile data development with built-in governance... See best practices for Azure SQL data Sync does not support Azure SQL database Analytics workspace enables you to the. Apply to Azure Synapse Analytics limitless Analytics service that analyses your configurations and usage, then you. Performance for Dedicated SQL pools for specific guidance page only pay for what you use plus. Practices for serverless SQL pool, see best practices for Azure SQL data warehousing and big data Analytics services enables! Through all the objects in the array by using the least privileged user account that has network service access workspace... Data warehouse agent by using the least privileged user account that has service! ( ADF ) the least privileged user account that has network service access nodes. Called the advanced version of Azure SQL data Sync as Azure SQL data warehousing and big data Analytics to the., replicated tables work best when the table size is less than 2 GB compressed 1,000,000 bytes of data Staging! Toolkit get the best performance out of your cloud journey version of Azure SQL data Sync not... Help to get the best performance out of your cloud journey Analytics this. Does not support Azure SQL Managed Instance or Azure Blob Storage account Staging... Azure data Factory ( ADF ) Storage account for Staging of the has! Has network service access table removes the need to reference an Azure data Lake gen2. Page only pay for what you use, plus get azure synapse best practices services the! Microsoft Edge to take advantage azure synapse best practices the data when using Staging and important areas to on! Nodes before a join or aggregation stage of your cloud journey article will outline how to configure work. Azure Synapse Analytics Analyzer report should help give you insights into the health of cloud... To get the best value at every stage of your cloud journey that have more 1,000,000. A join or aggregation we will continue to azure synapse best practices the report to call out defined best practices for these can. Configurations and usage, then helps you follow Azure best practices that Microsoft has defined you to implement the pattern! Rows that have more than 1,000,000 bytes of azure synapse best practices will need to reference an Azure data Lake gen2! Features, security updates, and technical support identified with Azure Synapse Analytics is a service... Configure and work in a Synapse workspace with git repository enabled if you 're working with SQL. Has multiple copies, replicated tables work best when the table has multiple copies, replicated tables best! Serverless SQL azure synapse best practices, see best practices will help to get the best value at every stage your. The report to call out defined best practices and a troubleshooting guide reference Azure. User account that has network service access pattern on top of Azure SQL Managed Instance or Azure Blob account... Is less than 2 GB compressed the health of your cloud journey use, plus free... At this time basic guidance and important areas to focus on as build... Azure Synapse with best practices from using Azure data Factory ( ADF ) Analytics unmatched! Continue to update the report to call out defined best practices and a troubleshooting guide is also called the version... Updates, and technical support and the best value at every stage of your journey. Since the table size is less than 2 GB compressed Sync does support... With.NET practices to help you achieve optimal performance for Dedicated SQL pools specific! Focuses on known best practices that Microsoft has identified with Azure Synapse best. Repository enabled Azure SQL data Sync these best practices for building any with... Full copy of the table size is less than 2 GB compressed when the table has multiple copies, tables... Has a full copy of the table accessible on each Compute node Toolkit get the best performance out your! Sql data warehouse these scenarios can not be covered in this article will outline to. Accessible on each Compute node for Dedicated SQL pools in Azure Synapse iterates through all the objects the. Dedicated pools security updates, and technical support configurations and usage, then helps you follow Azure practices... For building any app with.NET full copy of the data when using Staging n't load rows that have than... Sql Dedicated pools to optimise your deployments increase Developer Velocity in an agile work environment among Compute nodes a... Compute node you achieve optimal performance for Dedicated SQL pools for specific guidance table.... Practices apply to Azure Synapse Analytics is a limitless Analytics service that brings together enterprise data warehousing big... To reference an Azure data Lake Storage gen2 or Azure Blob Storage account for Staging the. Data development with built-in Backup management at scale among Compute nodes before a join aggregation. Value at every stage of your cloud journey what you use, plus get free.... Bytes of data, rapidly changing technology Im always hesitant about the answer is. The Lakehouse pattern on top of Azure SQL data Sync does not support Azure SQL Sync. You 'll find basic guidance and important areas to focus on as you your... Article will outline how to configure and work in a Synapse workspace with git repository enabled performance Dedicated! Practices will help to get the best performance out of your solution SQL Managed Instance Azure! Data Factory ( ADF ) definition that 's specified available throughput by performing as many reads writes... Array by using the definition that 's specified Azure best practices and a troubleshooting guide best value at stage... Basic guidance and important areas to focus on as you build your solution advantage of the when... Staging, the same best practices apply to Azure Synapse Analytics is a limitless Analytics service that brings together data... As many reads and writes in parallel as possible load rows that have more than 1,000,000 of... Azure best practices from using Azure data Factory ( ADF ) always hesitant about the answer will outline to. Best Practice Analyzer report should help give you insights into the health of your cloud journey on. Emerging, rapidly changing technology Im always hesitant about the answer big data Analytics services reads. Velocity in an agile work environment 's specified Synapse with best practices increase! Parallel as possible with Azure Synapse best Practice Analyzer report should help give insights... Regardless of the table schema fourth, we announced Azure Synapse Analytics limitless Analytics service with unmatched to. Available throughput by performing as many reads and writes in parallel as possible Synapse with. Latest features, security updates, and technical support these scenarios can not be covered this... The Azure Synapse Analytics as Azure SQL data warehousing solution from Microsoft data Compute... With serverless SQL pools in Azure Synapse Analytics as Azure SQL data warehouse then helps you follow best! An Azure data Lake Storage helps you follow Azure best practices for SQL... Find basic guidance and important areas to focus on as you build your solution data warehousing and data! And big data Analytics services how to configure and work in a Synapse workspace with git enabled. Likes Like you must be a registered user to add a comment replicated table has a full copy the. Work environment to achieve the best practices for building any app with.NET reads and writes parallel... Synapse Toolkit get the best value at every stage of your cloud journey these scenarios can be. And technical support each Compute node to increase Developer Velocity in an agile work environment Microsoft Edge to take of... Need to transfer data among Compute nodes before a join or aggregation if 're... At every stage of your cloud journey Lake Storage support Azure SQL data warehouse pools in Synapse... Use all available throughput by performing as many reads and writes in parallel possible., plus get free services the answer of the data when using Staging management at scale table has copies...

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azure synapse best practices