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knowledge, and applications. Development: The process of researching, productizing, and refining new or existing technologies. 3,627 questions Sign in to follow Follow Sign in to follow Follow question 0 comments No comments Report a concern I have the same question I have the same question 0 {count} votes Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment Accepted answer Martin Laplante • Follow 401 Reputation points 2025-05-21T08:36:59.7966667+00:00 First, when you go to https://[mycompany]-my.sharepoint.com/_layouts/15/editprofile.aspx you are not changing your profile, you are changing your settings on the root site. Follow these steps instead to edit the language in your profile https://www.pointfire.com/blogs/changing-your-microsoft-365-language-now-that-delve-is-gone To ensure that users see the hub navigation in the base language of the site, assuming that the hub site and the sites belonging to the hub were created with the same base language, a number of things must apply The alternate language of the site belonging to the hub should be deleted, since this is what determines the user interface language of the user on that site. This is done by going to the Site settings, then Language settings, then Show advanced settings (if Enable translation into multiple languages is off) If you also do this on the hub site, then the translated navigation nodes disappear, however Hub navigation is cached in two ways for a long time, sometimes several days, and clearing that cache is not something that the average user can do. The caching mechanism also has no way to detect language changes. If you tinker with your browser's local storage and IndexedDB you might get it to update faster. Otherwise, be patient. Please sign in to rate this answer. Yes No 3 comments Show comments for this answer Report a concern Susanne Duckhorn • Follow 30 Reputation points 2025-05-21T14:08:32.72+00:00 Hey Martin, thanks a lot for your response. The guideline you provided does lead me to the link " https://[mycompany]-my.sharepoint.com/_layouts/15/editprofile.aspx ". I think it is strange, that there seem to be two different locations, where I can change language settings in my account. I hope, Microsoft fixes this at one point. Regarding the multiple languages. I followed your instructions and unchecked all languages in "Advanced Settings" on both hub site and all connected sites. I am now waiting a few days and will come back go you about the results. I have a few users, who can test it for me. Could you provide a link to look for feature request that other users created or to create my own feature requests? Thanks! 0 votes Report a concern Martin Laplante • Follow 401 Reputation points 2025-05-21T14:32:30.62+00:00 You are right, I was thinking of a different URL The URL for changing the user profile for the tenant, where the settings sync with AAD, is https://[mycompany]-my.sharepoint.com/_layouts/15/editprofile.aspx?UserSettingsProvider=dfb95e82-8132-404b-b693-25418fdac9b6 The URL for changing the user settings for the site, is https://[mycompany]-my.sharepoint.com/[site path]_layouts/15/regionalsetng.aspx?Type=user The URL for changing the user account language for the tenant and various M365 products | https://learn.microsoft.com/en-us/answers/questions/2277255/sharepoint-delete-multilingual-components | [
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of a different URL The URL for changing the user profile for the tenant, where the settings sync with AAD, is https://[mycompany]-my.sharepoint.com/_layouts/15/editprofile.aspx?UserSettingsProvider=dfb95e82-8132-404b-b693-25418fdac9b6 The URL for changing the user settings for the site, is https://[mycompany]-my.sharepoint.com/[site path]_layouts/15/regionalsetng.aspx?Type=user The URL for changing the user account language for the tenant and various M365 products is https://myaccount.microsoft.com/settingsandprivacy/language There is a slow dance of one-way synchronization from AAD to the account to the profile to the settings when there is a language preference change. These different settings affect different things, and nothing here has changed in over 15 years, and it's unlikely Microsoft will touch this part of their code. But you can suggest feature changes here: https://feedbackportal.microsoft.com/feedback/ 0 votes Report a concern Susanne Duckhorn • Follow 30 Reputation points 2025-05-22T11:27:12.43+00:00 Thanks a lot for your help Martin! I double checked with some users and it worked! (Some Cache needed to be deleted) Just as a summary for other users: Once a multilingual setup has been configured on a SharePoint site, the created translations will continue to be used unless the corresponding language checkboxes are disabled in the advanced settings—even if the multilingual feature itself has already been turned off. Thanks again for your help. I really appreciate it! Susanne 0 votes Report a concern Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment 0 additional answers Sort by: Most helpful Most helpful Newest Oldest Sign in to answer Your answer Answer Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem. Post your answer Discard draft Additional resources Question activity Sign in to follow questions and users Follow question Additional resources en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/questions/2277255/sharepoint-delete-multilingual-components | [
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Exam and Applied Skills assessment lab retake policies | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Exam and Applied Skills assessment lab retake policies Article 2023-10-25 2 contributors Feedback In this article Microsoft Certification exam retake policy for role-based, specialty, and fundamentals exams If you don’t pass an exam the first time, you must wait 24 hours before retaking it. A 14-day waiting period is imposed between all subsequent attempts (up to 5). You may not take a given exam more than five (5) times within a 12-month period from the first attempt. If you failed the exam 5 times, you’ll be eligible to retake it again 12 months from the date of your first attempt. You cannot retake an exam you’ve passed unless your Certification has expired. You must pay to retake the exam (if applicable.) Submit a request for an exam retake inside the waiting period You may request a waiver of the retake waiting period if you experienced internet connectivity issues or equipment failure during the exam and a Pearson VUE case was created. Waivers will not be granted for any other reason. Waiver requests must include the Pearson VUE case number to confirm that you are eligible. To request the waiting period to be waived, please contact Training, Certification, and Program Support (microsoft.com) . If you did not experience an internet connectivity issue or equipment failure, you do not qualify for a waiver of the waiting period. If you need assistance rescheduling your exam, please contact Pearson VUE Customer Support - Customer service :: Microsoft :: Pearson VUE . Microsoft Certified Educator (MCE) exam retake policy If you don’t pass a Microsoft Certified Educator (MCE) exam the first time, you must wait 24 hours before retaking the exam. If you don’t pass the second time, you must wait seven (7) days before each subsequent attempt (up to 5). You may not take a given exam more than five (5) times within a 12-month period from the first attempt. If you failed the exam 5 times, you’ll be eligible to retake it again 12 months from the date of your first attempt. You cannot retake an exam you’ve passed unless your Certification has expired. You must pay to retake the exam (if applicable.) Microsoft Office Specialist (MOS) exam retake policy If you don’t pass a Microsoft Office Specialist (MOS) exam the first time, you must wait 24 hours before | https://learn.microsoft.com/en-us/credentials/support/retake-policy | [
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your first attempt. You cannot retake an exam you’ve passed unless your Certification has expired. You must pay to retake the exam (if applicable.) Microsoft Office Specialist (MOS) exam retake policy If you don’t pass a Microsoft Office Specialist (MOS) exam the first time, you must wait 24 hours before retaking it. If you don’t pass the second time, you must wait 2 days (48 hours) before each subsequent exam retake. There is no annual limit on the number of attempts on the same exam. If you pass an Office exam, you may take it again. Beta exam retake policy Beta exams may be taken only once during the beta period. If you pass a beta exam (determined after the beta period ends), it meets the requirement for the associated Certification. (Other exams may be required to earn the Certification, however.) If you fail the beta exam, it can be retaken once the exam is live. If you fail the exam once it’s live, the general retake policy stated above applies to all subsequent attempts. This policy supersedes the general retake policy. Applied Skills assessment lab retake policy You can retake an assessment lab by selecting the appropriate assessment lab from your profile 72 hours after your last attempt. Your profile will display all assessment attempts, including the date, score, and any relevant details. However, only passed assessment labs will appear on your transcript. Note that a cancelled lab or one that ends abruptly for any reason will be scored. As a result, this counts as an attempt, and you will need to wait for 72 hours before retaking the assessment lab. Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/credentials/support/retake-policy | [
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Introduction to GitHub - Training | Microsoft Learn Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Read in English Read in English Table of contents Introduction to GitHub Module 8 Units Feedback Beginner DevOps Engineer Administrator Developer Solution Architect Student GitHub Azure Learn to use key GitHub features, including issues, notifications, branches, commits, and pull requests. Learning objectives In this module, you'll: Identify the fundamental features of GitHub. Learn about repository management. Gain an understanding of the GitHub flow, which includes branches, commits, and pull requests. Explore the collaborative features of GitHub by reviewing issues and discussions. Recognize how to manage your GitHub notifications and subscriptions. Add Prerequisites A GitHub account Get started with Azure Choose the Azure account that's right for you. Pay as you go or try Azure free for up to 30 days. Sign up. Take the module assessment Module Assessment Results Assess your understanding of this module. Sign in and answer all questions correctly to earn a pass designation on your profile. Introduction min What is GitHub? min Components of the GitHub flow min GitHub is a collaborative platform min GitHub platform management min Exercise - A guided tour of GitHub min Module assessment min Summary min Take the module assessment Module Assessment Results Assess your understanding of this module. Sign in and answer all questions correctly to earn a pass designation on your profile. Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 Start Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/training/modules/introduction-to-github/ | [
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Browse Azure Architectures - Azure Architecture Center | Microsoft Learn Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Browse Azure Architectures Find architecture diagrams and technology descriptions for reference architectures, real world examples of cloud architectures, and solution ideas for common workloads on Azure. en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/azure/architecture/browse/ | [
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Replication to Azure SQL Database - Azure SQL Database | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Replication to Azure SQL Database Article 2025-05-09 10 contributors Feedback In this article Applies to: Azure SQL Database SQL database in Fabric You can configure Azure SQL Database or Fabric SQL database as the push subscriber in a one-way transactional or snapshot replication topology from SQL Server and Azure SQL Managed Instance. Note This article describes the use of transactional replication to push data to Azure SQL Database or Fabric SQL database. This article applies equally to Azure SQL Database and Fabric SQL database unless otherwise noted. It's unrelated to active geo-replication , an Azure SQL Database feature that allows you to create complete readable replicas of individual databases. Supported configurations Azure SQL Database or SQL database in Fabric can only be the push subscriber of a SQL Server publisher and distributor. Replication to SQL database in Fabric doesn't work when Private Link is enabled. The SQL Server instance acting as publisher and/or distributor can be an instance of SQL Server running on-premises , an Azure SQL Managed Instance , or an instance of SQL Server running on an Azure virtual machine in the cloud . The distribution database and the replication agents can't be placed on a database in Azure SQL Database. Snapshot and one-way transactional replication are supported. Peer-to-peer transactional replication and merge replication aren't supported. Versions To successfully replicate to a database in Azure SQL Database, SQL Server publishers and distributors must be using (at least) one of the following versions: Note Attempting to configure replication using an unsupported version can result in error number MSSQL_REPL20084 (The process could not connect to Subscriber.) and MSSQL_REPL40532 (Cannot open server <name> requested by the login. The login failed.). To use all the features of Azure SQL Database, you must be using the latest versions of SQL Server Management Studio (SSMS) and SQL Server Data Tools . Publishing to any Azure SQL Database from a SQL Server database is supported by the following versions of SQL Server: SQL Server 2016 and greater SQL Server 2014 RTM CU10 (12.0.4427.24) or SP1 CU3 (12.0.2556.4) SQL Server 2012 SP2 CU8 (11.0.5634.1) or SP3 (11.0.6020.0) Publishing to Fabric SQL database from a SQL Server database is supported by the following versions of SQL Server: SQL Server 2022 RTM CU12 and greater Types of replication There are different types of | https://learn.microsoft.com/en-us/azure/azure-sql/database/replication-to-sql-database | [
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RTM CU10 (12.0.4427.24) or SP1 CU3 (12.0.2556.4) SQL Server 2012 SP2 CU8 (11.0.5634.1) or SP3 (11.0.6020.0) Publishing to Fabric SQL database from a SQL Server database is supported by the following versions of SQL Server: SQL Server 2022 RTM CU12 and greater Types of replication There are different types of replication : Replication Azure SQL Database Azure SQL Managed Instance Standard Transactional Yes (only as subscriber) Yes Snapshot Yes (only as subscriber) Yes Merge replication No No Peer-to-peer No No Bidirectional No Yes Updatable subscriptions No No Remarks Only push subscriptions to Azure SQL Database are supported. Replication can be configured by using SQL Server Management Studio or by executing Transact-SQL statements on the publisher. You can't configure replication by using the Azure portal. To authenticate: Azure-Arc enabled SQL Servers allow replication to use Microsoft Entra ID authentication . Replication can use Microsoft Entra ID authentication with a service principal . Replication can use SQL Server authentication logins to connect to Azure SQL Database only. Replicated tables must have a primary key. You must have an existing Azure subscription. The Azure SQL Database subscriber can be in any region. A single publication on SQL Server can support both Azure SQL Database and SQL Server (on-premises and SQL Server in an Azure virtual machine) subscribers. Replication management, monitoring, and troubleshooting must be performed from SQL Server rather than Azure SQL Database. Only @subscriber_type = 0 is supported in sp_addsubscription for SQL Database. Azure SQL Database doesn't support bi-directional, immediate, updatable, or peer-to-peer replication. Replication Architecture Scenarios Typical Replication Scenario Create a transactional replication publication on a SQL Server database. On SQL Server use the New Subscription Wizard or Transact-SQL statements to create a push to subscription to Azure SQL Database. With single and pooled databases in Azure SQL Database, the initial data set is a snapshot that is created by the Snapshot Agent and distributed and applied by the Distribution Agent. With a SQL Managed Instance publisher, you can also use a database backup to seed the Azure SQL Database subscriber. Data migration scenario Use transactional replication to replicate data from a SQL Server database to Azure SQL Database. Redirect the client or middle-tier applications to update the database copy. Stop updating the SQL Server version of the table and remove the publication. Limitations The following replication options aren't supported by Azure SQL Database: Copy file groups association Copy table partitioning schemes Copy index partitioning schemes Copy user defined statistics Copy default bindings Copy rule bindings Copy fulltext indexes Copy XML XSD Copy XML indexes Copy permissions Copy spatial indexes Copy filtered indexes Copy data compression attribute Copy sparse column attribute Convert filestream to MAX data types Convert hierarchyid to MAX data types Convert spatial to MAX data types Copy extended properties Limitations to be determined Copy collation Execution in a serialized transaction of the SP Examples Create a publication and a push subscription. For more information, see: Create a Publication Create a Push Subscription by using the server name as | https://learn.microsoft.com/en-us/azure/azure-sql/database/replication-to-sql-database | [
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data types Convert spatial to MAX data types Copy extended properties Limitations to be determined Copy collation Execution in a serialized transaction of the SP Examples Create a publication and a push subscription. For more information, see: Create a Publication Create a Push Subscription by using the server name as the subscriber (for example N'azuresqldbdns.database.windows.net' ) and the Azure SQL Database name as the destination database (for example AdventureWorks ). See Also Transactional replication Create a Publication Create a Push Subscription Types of Replication Monitoring (Replication) Initialize a Subscription Feedback Was this page helpful? Yes No Provide product feedback Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/azure/azure-sql/database/replication-to-sql-database | [
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Dynamic data masking - SQL Server | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Dynamic data masking Article 2024-12-16 33 contributors Feedback In this article Applies to: SQL Server 2016 (13.x) and later versions Azure SQL Database Azure SQL Managed Instance Azure Synapse Analytics SQL database in Microsoft Fabric Dynamic data masking (DDM) limits sensitive data exposure by masking it to nonprivileged users. It can be used to greatly simplify the design and coding of security in your application. This content applies to dynamic data masking concepts generally, and specific to SQL Server. Content specific to other platforms is available: For dynamic data masking in Azure SQL Database, Azure SQL Managed Instance, and Azure Synapse Analytics, see Get started with SQL Database Dynamic Data Masking . For dynamic data masking in Microsoft Fabric, see Dynamic data masking in Fabric data warehousing . Overview of dynamic data masking Dynamic data masking helps prevent unauthorized access to sensitive data by enabling customers to specify how much sensitive data to reveal with minimal effect on the application layer. DDM can be configured on designated database fields to hide sensitive data in the result sets of queries. With DDM, the data in the database isn't changed. DDM is easy to use with existing applications, since masking rules are applied in the query results. Many applications can mask sensitive data without modifying existing queries. A central data masking policy acts directly on sensitive fields in the database. Designate privileged users or roles that do have access to the sensitive data. DDM features full masking and partial masking functions, and a random mask for numeric data. Simple Transact-SQL commands define and manage masks. The purpose of dynamic data masking is to limit exposure of sensitive data, preventing users who shouldn't have access to the data from viewing it. Dynamic data masking doesn't aim to prevent database users from connecting directly to the database and running exhaustive queries that expose pieces of the sensitive data. Dynamic data masking is complementary to other SQL Server security features (auditing, encryption, row level security, etc.) and it's highly recommended to use it with them in order to better protect the sensitive data in the database. Dynamic data masking is available in SQL Server 2016 (13.x) and Azure SQL Database, and is configured by using Transact-SQL commands. For more information about configuring dynamic data masking by using the Azure portal, see Get started | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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with them in order to better protect the sensitive data in the database. Dynamic data masking is available in SQL Server 2016 (13.x) and Azure SQL Database, and is configured by using Transact-SQL commands. For more information about configuring dynamic data masking by using the Azure portal, see Get started with SQL Database Dynamic Data Masking (Azure portal) . Note Microsoft Entra ID was previously known as Azure Active Directory (Azure AD). Define a dynamic data mask A masking rule can be defined on a column in a table, in order to obfuscate the data in that column. Five types of masks are available. Function Description Examples Default Full masking according to the data types of the designated fields. For string data types, use XXXX (or fewer) if the size of the field is fewer than 4 characters ( char , nchar , varchar , nvarchar , text , ntext ). For numeric data types use a zero value ( bigint , bit , decimal , int , money , numeric , smallint , smallmoney , tinyint , float , real ). For date and time data types, use 1900-01-01 00:00:00.0000000 ( date , datetime2 , datetime , datetimeoffset , smalldatetime , time ). For binary data types use a single byte of ASCII value 0 ( binary , varbinary , image ). Example column definition syntax: Phone# varchar(12) MASKED WITH (FUNCTION = 'default()') NULL Example of alter syntax: ALTER COLUMN Gender ADD MASKED WITH (FUNCTION = 'default()') Email Masking method that exposes the first letter of an email address and the constant suffix ".com", in the form of an email address. aXXX@XXXX.com . Example definition syntax: Email varchar(100) MASKED WITH (FUNCTION = 'email()') NULL Example of alter syntax: ALTER COLUMN Email ADD MASKED WITH (FUNCTION = 'email()') Random A random masking function for use on any numeric type to mask the original value with a random value within a specified range. Example definition syntax: Account_Number bigint MASKED WITH (FUNCTION = 'random([start range], [end range])') Example of alter syntax: ALTER COLUMN [Month] ADD MASKED WITH (FUNCTION = 'random(1, 12)') Custom String Masking method that exposes the first and last letters and adds a custom padding string in the middle. prefix,[padding],suffix If the original value is too short to complete the entire mask, part of the prefix or suffix isn't exposed. Example definition syntax: FirstName varchar(100) MASKED WITH (FUNCTION = 'partial(prefix,[padding],suffix)') NULL Example of alter syntax: ALTER COLUMN [Phone Number] ADD MASKED WITH (FUNCTION = 'partial(1,"XXXXXXX",0)') This turns a phone number like 555.123.1234 into 5XXXXXXX . Additional example: ALTER COLUMN [Phone Number] ADD MASKED WITH (FUNCTION = 'partial(5,"XXXXXXX",0)') This turns a phone number like 555.123.1234 into 555.1XXXXXXX . Datetime Applies to: SQL Server 2022 (16.x) Masking method for column defined with data type datetime , datetime2 , date , time , datetimeoffset , smalldatetime . It helps masking the year => datetime("Y") , month=> datetime("M") , day=>datetime("D") , hour=>datetime("h") , minute=>datetime("m") , or seconds=>datetime("s") portion of the day. Example of how | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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SQL Server 2022 (16.x) Masking method for column defined with data type datetime , datetime2 , date , time , datetimeoffset , smalldatetime . It helps masking the year => datetime("Y") , month=> datetime("M") , day=>datetime("D") , hour=>datetime("h") , minute=>datetime("m") , or seconds=>datetime("s") portion of the day. Example of how to mask the year of the datetime value: ALTER COLUMN BirthDay ADD MASKED WITH (FUNCTION = 'datetime("Y")') Example of how to mask the month of the datetime value: ALTER COLUMN BirthDay ADD MASKED WITH (FUNCTION = 'datetime("M")') Example of how to mask the minute of the datetime value: ALTER COLUMN BirthDay ADD MASKED WITH (FUNCTION = 'datetime("m")') Permissions Users with SELECT permission on a table can view the table data. Columns that are defined as masked display the masked data. Grant the UNMASK permission to a user to allow them to retrieve unmasked data from the columns for which masking is defined. Administrative users and roles can always view unmasked data via the CONTROL permission, which includes both the ALTER ANY MASK and UNMASK permission. Administrative users or roles such as sysadmin or db_owner have CONTROL permissions on the database by design, and can view unmasked data. You don't need any special permission to create a table with a dynamic data mask, only the standard CREATE TABLE and ALTER on schema permissions. Adding, replacing, or removing the mask of a column, requires the ALTER ANY MASK permission and ALTER permission on the table. It's appropriate to grant ALTER ANY MASK to a security officer. Note The UNMASK permission does not influence metadata visibility: granting UNMASK alone doesn't disclose any metadata. UNMASK will always need to be accompanied by a SELECT permission to have any effect. Example: granting UNMASK on database scope and granting SELECT on an individual Table will have the result that the user can only see the metadata of the individual table from which they can select, not any others. Also see Metadata Visibility Configuration . Best practices and common use cases Creating a mask on a column doesn't prevent updates to that column. So although users receive masked data when querying the masked column, the same users can update the data if they have write permissions. A proper access control policy should still be used to limit update permissions. Using SELECT INTO or INSERT INTO to copy data from a masked column into another table results in masked data in the target table (assuming it's exported by a user without UNMASK privileges). Dynamic Data Masking is applied when running SQL Server Import and Export. A database containing masked columns results in an exported data file with masked data (assuming it's exported by a user without UNMASK privileges), and the imported database will contain statically masked data. Query for masked columns Use the sys.masked_columns view to query for table-columns that have a masking function applied to them. This view inherits from the sys.columns view. It returns all columns in the sys.columns view, plus the is_masked and masking_function columns, | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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and the imported database will contain statically masked data. Query for masked columns Use the sys.masked_columns view to query for table-columns that have a masking function applied to them. This view inherits from the sys.columns view. It returns all columns in the sys.columns view, plus the is_masked and masking_function columns, indicating if the column is masked, and if so, what masking function is defined. This view only shows the columns on which there's a masking function applied. SELECT c.name, tbl.name as table_name, c.is_masked, c.masking_function FROM sys.masked_columns AS c JOIN sys.tables AS tbl ON c.[object_id] = tbl.[object_id] WHERE is_masked = 1; Limitations and restrictions Users with CONTROL SERVER or CONTROL at the database level could view masked data in its original form. This includes admin users or roles such as sysadmin, db_owner etc. A masking rule can't be defined for the following column types: Encrypted columns (Always Encrypted) FILESTREAM COLUMN_SET or a sparse column that is part of a column set. A mask can't be configured on a computed column, but if the computed column depends on a column with a MASK, then the computed column returns masked data. A column with data masking can't be a key for a FULLTEXT index. A column in a PolyBase external table . For users without the UNMASK permission, the deprecated READTEXT , UPDATETEXT , and WRITETEXT statements don't function properly on a column configured for Dynamic Data Masking. Adding a dynamic data mask is implemented as a schema change on the underlying table, and therefore can't be performed on a column with dependencies (for example, column referenced by computed column). Trying to add dynamic data mask against columns with dependency will result in an error, ALTER TABLE ALTER COLUMN _columnname_ failed because one or more objects access this column . To work around this restriction, you can first remove the dependency, then add the dynamic data mask and then re-create the dependency. For example, if the dependency is due to an index dependent on that column, you can drop the index, then add the mask, and then re-create the dependent index. Whenever you project an expression referencing a column for which a data masking function is defined, the expression is also masked. Regardless of the function (default, email, random, custom string) used to mask the referenced column, the resulting expression will always be masked with the default function. Cross database queries spanning two different Azure SQL databases or databases hosted on different SQL Server Instances, and involve any kind of comparison or join operation on MASKED columns do not provide correct results. The results returned from the remote server are already in MASKED form and not suitable for any kind of comparison or join operation locally. Note Dynamic data masking is not supported when the underlying base table is referenced in an indexed view. Security Note: Bypassing masking using inference or brute-force techniques Dynamic data masking is designed to simplify application development by limiting data exposure in a set of predefined queries used | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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join operation locally. Note Dynamic data masking is not supported when the underlying base table is referenced in an indexed view. Security Note: Bypassing masking using inference or brute-force techniques Dynamic data masking is designed to simplify application development by limiting data exposure in a set of predefined queries used by the application. While Dynamic Data Masking can also be useful to prevent accidental exposure of sensitive data when accessing a production database directly, it's important to note that unprivileged users with ad hoc query permissions can apply techniques to gain access to the actual data. If there's a need to grant such ad hoc access, Auditing should be used to monitor all database activity and mitigate this scenario. As an example, consider a database principal that has sufficient privileges to run ad hoc queries on the database, and tries to 'guess' the underlying data and ultimately infer the actual values. Assume that we have a mask defined on the [Employee].[Salary] column, and this user connects directly to the database and starts guessing values, eventually inferring the [Salary] value in the Employees table: SELECT ID, Name, Salary FROM Employees WHERE Salary > 99999 and Salary < 100001; Id Name Salary 62543 Jane Doe 0 91245 John Smith 0 This demonstrates that dynamic data masking shouldn't be used alone to fully secure sensitive data from users running ad hoc queries on the database. It's appropriate for preventing accidental sensitive data exposure, but doesn't protect against malicious intent to infer the underlying data. It's important to properly manage the permissions on the database, and to always follow the minimal required permissions principle. Also, remember to have Auditing enabled to track all activities taking place on the database. Granular permissions introduced in SQL Server 2022 Starting with SQL Server 2022 (16.x), you can prevent unauthorized access to sensitive data and gain control by masking it to an unauthorized user at different levels of the database. You can grant or revoke UNMASK permission at the database-level, schema-level, table-level or at the column-level to a user, database role, Microsoft Entra identity or Microsoft Entra group. This enhancement provides a more granular way to control and limit unauthorized access to data stored in the database and improve data security management. Examples Create a dynamic data mask The following example creates a table with three different types of dynamic data masks. The example populates the table, and selects to show the result. -- schema to contain user tables CREATE SCHEMA Data; GO -- table with masked columns CREATE TABLE Data.Membership ( MemberID INT IDENTITY(1, 1) NOT NULL PRIMARY KEY CLUSTERED, FirstName VARCHAR(100) MASKED WITH (FUNCTION = 'partial(1, "xxxxx", 1)') NULL, LastName VARCHAR(100) NOT NULL, Phone VARCHAR(12) MASKED WITH (FUNCTION = 'default()') NULL, Email VARCHAR(100) MASKED WITH (FUNCTION = 'email()') NOT NULL, DiscountCode SMALLINT MASKED WITH (FUNCTION = 'random(1, 100)') NULL ); -- inserting sample data INSERT INTO Data.Membership (FirstName, LastName, Phone, Email, DiscountCode) VALUES ('Roberto', 'Tamburello', '555.123.4567', 'RTamburello@contoso.com', 10), ('Janice', 'Galvin', '555.123.4568', 'JGalvin@contoso.com.co', 5), ('Shakti', 'Menon', '555.123.4570', | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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WITH (FUNCTION = 'default()') NULL, Email VARCHAR(100) MASKED WITH (FUNCTION = 'email()') NOT NULL, DiscountCode SMALLINT MASKED WITH (FUNCTION = 'random(1, 100)') NULL ); -- inserting sample data INSERT INTO Data.Membership (FirstName, LastName, Phone, Email, DiscountCode) VALUES ('Roberto', 'Tamburello', '555.123.4567', 'RTamburello@contoso.com', 10), ('Janice', 'Galvin', '555.123.4568', 'JGalvin@contoso.com.co', 5), ('Shakti', 'Menon', '555.123.4570', 'SMenon@contoso.net', 50), ('Zheng', 'Mu', '555.123.4569', 'ZMu@contoso.net', 40); GO A new user is created and granted the SELECT permission on the schema where the table resides. Queries executed as the MaskingTestUser view masked data. CREATE USER MaskingTestUser WITHOUT LOGIN; GRANT SELECT ON SCHEMA::Data TO MaskingTestUser; -- impersonate for testing: EXECUTE AS USER = 'MaskingTestUser'; SELECT * FROM Data.Membership; REVERT; The result demonstrates the masks by changing the data from: 1 Roberto Tamburello 555.123.4567 RTamburello@contoso.com 10 into: 1 Rxxxxxo Tamburello xxxx RXXX@XXXX.com 91 where the number in DiscountCode is random for every query result. Add or editing a mask on an existing column Use the ALTER TABLE statement to add a mask to an existing column in the table, or to edit the mask on that column. The following example adds a masking function to the LastName column: ALTER TABLE Data.Membership ALTER COLUMN LastName ADD MASKED WITH (FUNCTION = 'partial(2,"xxxx",0)'); The following example changes a masking function on the LastName column: ALTER TABLE Data.Membership ALTER COLUMN LastName VARCHAR(100) MASKED WITH (FUNCTION = 'default()'); Grant permissions to view unmasked data Granting the UNMASK permission allows MaskingTestUser to see the data unmasked. GRANT UNMASK TO MaskingTestUser; EXECUTE AS USER = 'MaskingTestUser'; SELECT * FROM Data.Membership; REVERT; -- Removing the UNMASK permission REVOKE UNMASK TO MaskingTestUser; Drop a dynamic data mask The following statement drops the mask on the LastName column created in the previous example: ALTER TABLE Data.Membership ALTER COLUMN LastName DROP MASKED; Granular permission examples Create schema to contain user tables: CREATE SCHEMA Data; GO Create table with masked columns: CREATE TABLE Data.Membership ( MemberID INT IDENTITY(1, 1) NOT NULL PRIMARY KEY CLUSTERED, FirstName VARCHAR(100) MASKED WITH (FUNCTION = 'partial(1, "xxxxx", 1)') NULL, LastName VARCHAR(100) NOT NULL, Phone VARCHAR(12) MASKED WITH (FUNCTION = 'default()') NULL, Email VARCHAR(100) MASKED WITH (FUNCTION = 'email()') NOT NULL, DiscountCode SMALLINT MASKED WITH (FUNCTION = 'random(1, 100)') NULL, BirthDay DATETIME MASKED WITH (FUNCTION = 'default()') NULL ); Insert sample data: INSERT INTO Data.Membership (FirstName, LastName, Phone, Email, DiscountCode, BirthDay) VALUES ('Roberto', 'Tamburello', '555.123.4567', 'RTamburello@contoso.com', 10, '1985-01-25 03:25:05'), ('Janice', 'Galvin', '555.123.4568', 'JGalvin@contoso.com.co', 5, '1990-05-14 11:30:00'), ('Shakti', 'Menon', '555.123.4570', 'SMenon@contoso.net', 50, '2004-02-29 14:20:10'), ('Zheng', 'Mu', '555.123.4569', 'ZMu@contoso.net', 40, '1990-03-01 06:00:00'); Create schema to contain service tables: CREATE SCHEMA Service; GO Create service table with masked columns: CREATE TABLE Service.Feedback ( MemberID INT IDENTITY(1, 1) NOT NULL PRIMARY KEY CLUSTERED, Feedback VARCHAR(100) MASKED WITH (FUNCTION = 'default()') NULL, Rating INT MASKED WITH (FUNCTION = 'default()'), Received_On DATETIME ); Insert sample data: INSERT INTO Service.Feedback(Feedback, Rating, Received_On) VALUES ('Good', 4, '2022-01-25 11:25:05'), ('Excellent', 5, '2021-12-22 08:10:07'), ('Average', 3, '2021-09-15 09:00:00'); Create different users in the database: CREATE USER ServiceAttendant WITHOUT LOGIN; GO CREATE USER ServiceLead WITHOUT LOGIN; GO CREATE USER ServiceManager WITHOUT | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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WITH (FUNCTION = 'default()'), Received_On DATETIME ); Insert sample data: INSERT INTO Service.Feedback(Feedback, Rating, Received_On) VALUES ('Good', 4, '2022-01-25 11:25:05'), ('Excellent', 5, '2021-12-22 08:10:07'), ('Average', 3, '2021-09-15 09:00:00'); Create different users in the database: CREATE USER ServiceAttendant WITHOUT LOGIN; GO CREATE USER ServiceLead WITHOUT LOGIN; GO CREATE USER ServiceManager WITHOUT LOGIN; GO CREATE USER ServiceHead WITHOUT LOGIN; GO Grant read permissions to the users in the database: ALTER ROLE db_datareader ADD MEMBER ServiceAttendant; ALTER ROLE db_datareader ADD MEMBER ServiceLead; ALTER ROLE db_datareader ADD MEMBER ServiceManager; ALTER ROLE db_datareader ADD MEMBER ServiceHead; Grant different UNMASK permissions to users: --Grant column level UNMASK permission to ServiceAttendant GRANT UNMASK ON Data.Membership(FirstName) TO ServiceAttendant; -- Grant table level UNMASK permission to ServiceLead GRANT UNMASK ON Data.Membership TO ServiceLead; -- Grant schema level UNMASK permission to ServiceManager GRANT UNMASK ON SCHEMA::Data TO ServiceManager; GRANT UNMASK ON SCHEMA::Service TO ServiceManager; --Grant database level UNMASK permission to ServiceHead; GRANT UNMASK TO ServiceHead; Query the data under the context of user ServiceAttendant : EXECUTE AS USER = 'ServiceAttendant'; SELECT MemberID, FirstName, LastName, Phone, Email, BirthDay FROM Data.Membership; SELECT MemberID, Feedback, Rating FROM Service.Feedback; REVERT; Query the data under the context of user ServiceLead : EXECUTE AS USER = 'ServiceLead'; SELECT MemberID, FirstName, LastName, Phone, Email, BirthDay FROM Data.Membership; SELECT MemberID, Feedback, Rating FROM Service.Feedback; REVERT; Query the data under the context of user ServiceManager : EXECUTE AS USER = 'ServiceManager'; SELECT MemberID, FirstName, LastName, Phone, Email, BirthDay FROM Data.Membership; SELECT MemberID, Feedback, Rating FROM Service.Feedback; REVERT; Query the data under the context of user ServiceHead EXECUTE AS USER = 'ServiceHead'; SELECT MemberID, FirstName, LastName, Phone, Email, BirthDay FROM Data.Membership; SELECT MemberID, Feedback, Rating FROM Service.Feedback; REVERT; To revoke UNMASK permissions, use the following T-SQL statements: REVOKE UNMASK ON Data.Membership(FirstName) FROM ServiceAttendant; REVOKE UNMASK ON Data.Membership FROM ServiceLead; REVOKE UNMASK ON SCHEMA::Data FROM ServiceManager; REVOKE UNMASK ON SCHEMA::Service FROM ServiceManager; REVOKE UNMASK FROM ServiceHead; Related content CREATE TABLE (Transact-SQL) ALTER TABLE (Transact-SQL) column_definition (Transact-SQL) sys.masked_columns (Transact-SQL) Get started with SQL Database Dynamic Data Masking (Azure portal) Dynamic data masking in Fabric data warehousing Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking | [
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Single and multitenant apps in Microsoft Entra ID - Microsoft identity platform | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Tenancy in Microsoft Entra ID Article 2025-03-13 15 contributors Feedback In this article Microsoft Entra ID organizes objects like users and apps into groups called tenants . Tenants allow an administrator to set policies on the users within the organization and the apps that the organization owns to meet their security and operational policies. Who can sign in to your app? When it comes to developing apps, developers can choose to configure their app to be either single-tenant or multitenant during app registration. Single-tenant apps are only available in the tenant they were registered in, also known as their home tenant. Multitenant apps are available to users in both their home tenant and other tenants. When you register an application, you can configure it to be single-tenant or multitenant by setting the audience as follows. Audience Single/multi-tenant Who can sign in Accounts in this directory only Single tenant All user and guest accounts in your directory can use your application or API. Use this option if your target audience is internal to your organization. Accounts in any Microsoft Entra directory Multitenant All users and guests with a work or school account from Microsoft can use your application or API. This includes schools and businesses that use Microsoft 365. Use this option if your target audience is business or educational customers. Accounts in any Microsoft Entra directory and personal Microsoft accounts (such as Skype, Xbox, Outlook.com) Multitenant All users with a work or school, or personal Microsoft account can use your application or API. It includes schools and businesses that use Microsoft 365 as well as personal accounts that are used to sign in to services like Xbox and Skype. Use this option to target the widest set of Microsoft accounts. Best practices for multitenant apps Building great multitenant apps can be challenging because of the number of different policies that IT administrators can set in their tenants. If you choose to build a multitenant app, follow these best practices: Test your app in a tenant that has configured Conditional Access policies . Follow the principle of least user access to ensure that your app only requests permissions it actually needs. Provide appropriate names and descriptions for any permissions you expose as part of your app. This helps users and admins know what | https://learn.microsoft.com/en-us/entra/identity-platform/single-and-multi-tenant-apps | [
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in a tenant that has configured Conditional Access policies . Follow the principle of least user access to ensure that your app only requests permissions it actually needs. Provide appropriate names and descriptions for any permissions you expose as part of your app. This helps users and admins know what they're agreeing to when they attempt to use your app's APIs. For more information, see the best practices section in the permissions guide . Note Multitenant applications can be deployed to the same national cloud instances, but not across Azure National Clouds . Examples: A multitenant application created in a commercial tenant can be added to other commercial tenants. A multitenant application created in an Azure Government tenant can be added to other Azure Government tenants. Next steps For more information about tenancy in Microsoft Entra ID, see: How to convert an app to be multitenant Feedback Was this page helpful? Yes No Provide product feedback Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/entra/identity-platform/single-and-multi-tenant-apps | [
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Migrate Offline From an Azure VM or an On-Premises PostgreSQL Server to Azure Database for PostgreSQL, the Migration Service - Azure Database for PostgreSQL flexible server | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Tutorial: Migrate offline from an Azure VM or an on-premises PostgreSQL server to Azure Database for PostgreSQL with the migration service Article 2025-02-07 3 contributors Feedback In this article This article guides you in migrating an Azure virtual machine (VM) or an on-premises PostgreSQL server to an Azure Database for PostgreSQL flexible server with the migration service using the Azure portal and Azure CLI. The migration service in Azure Database for PostgreSQL is a fully managed service integrated into the Azure portal and Azure CLI. It's designed to simplify your migration journey to the Azure Database for PostgreSQL flexible server. Prerequisites Perform the migration Monitor the migration Check the migration when completed Prerequisites To begin the migration, you need the following prerequisites: Before starting the migration with the Azure Database for PostgreSQL migration service, it is important to fulfill the following prerequisites, specifically designed for offline migration scenarios. Verify the source version Configure target setup Configure network setup Enable extensions Check server parameters Check users and roles Disable high availability (reliability) and read replicas in the target Verify the source version The source PostgreSQL server version must be 9.5 or later. If the source PostgreSQL version is less than 9.5, upgrade it to 9.5 or higher before you start the migration. Configure target setup Before you begin the migration, you must set up an Azure Database for PostgreSQL in Azure. The SKU chosen for the Azure Database for PostgreSQL should correspond with the specifications of the source database to ensure compatibility and adequate performance. When migrating across PostgreSQL versions (major or minor), ensure compatibility between your database and application by reviewing the release notes for potential breaking changes. Configure network setup Network setup is crucial for the migration service to function correctly. Ensure that the source PostgreSQL server can communicate with the target Azure Database for PostgreSQL server. The following network configurations are essential for a successful migration. For information about network setup, visit Network guide for migration service . Additional networking considerations: pg_hba.conf Configuration: To facilitate connectivity between the source and target PostgreSQL instances, it's essential to verify and potentially modify the pg_hba.conf file. This file includes client authentication and must be configured to allow the target | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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For information about network setup, visit Network guide for migration service . Additional networking considerations: pg_hba.conf Configuration: To facilitate connectivity between the source and target PostgreSQL instances, it's essential to verify and potentially modify the pg_hba.conf file. This file includes client authentication and must be configured to allow the target PostgreSQL to connect to the source. Changes to the pg_hba.conf file typically require a restart of the source PostgreSQL instance to take effect. The pg_hba.conf file is located in the data directory of the PostgreSQL installation. This file should be checked and configured if the source database is an on-premises PostgreSQL server or a PostgreSQL server hosted on an Azure VM. Enable extensions To ensure a successful migration by using the migration service in Azure Database for PostgreSQL, you might need to verify extensions to your source PostgreSQL instance. Extensions provide functionality and features that might be required for your application. Make sure that you verify the extensions on the source PostgreSQL instance before you initiate the migration process. In the target instance of Azure Database for PostgreSQL flexible server, enable supported extensions that are identified in the source PostgreSQL instance. For more information, see Extensions in Azure Database for PostgreSQL . Note A restart is required when you make any changes to the shared_preload_libraries parameter. Check server parameters These parameters aren't automatically migrated to the target environment and must be manually configured. Match server parameter values from the source PostgreSQL database to the Azure Database for PostgreSQL by accessing the "Server parameters" section in the Azure portal and manually updating the values accordingly. Save the parameter changes and restart the Azure Database for PostgreSQL to apply the new configuration if necessary. Check users and roles When migrating to Azure Database for PostgreSQL, it's essential to address the migration of users and roles separately, as they require manual intervention: Manual Migration of Users and Roles : Users and their associated roles must be manually migrated to the Azure Database for PostgreSQL. To facilitate this process, you can use the pg_dumpall utility with the --globals-only flag to export global objects such as roles and user accounts. Execute the following command, replacing <<username>> with the actual username and <<filename>> with your desired output file name: pg_dumpall --globals-only -U <<username>> -f <<filename>>.sql Restriction on Superuser Roles : Azure Database for PostgreSQL doesn't support superuser roles. Therefore, users with superuser privileges must have those privileges removed before migration. Ensure that you adjust the permissions and roles accordingly. By following these steps, you can ensure that user accounts and roles are correctly migrated to the Azure Database for PostgreSQL without encountering issues related to superuser restrictions. Disable high availability (reliability) and read replicas in the target Disabling high availability (reliability) and reading replicas in the target environment is essential. These features should be enabled only after the migration has been completed. By following these guidelines, you can help ensure a smooth migration process without the added variables introduced by HA and Read Replicas. Once the | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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target Disabling high availability (reliability) and reading replicas in the target environment is essential. These features should be enabled only after the migration has been completed. By following these guidelines, you can help ensure a smooth migration process without the added variables introduced by HA and Read Replicas. Once the migration is complete and the database is stable, you can proceed to enable these features to enhance the availability and scalability of your database environment in Azure. Perform the migration You can migrate by using the Azure portal or the Azure CLI. Portal CLI This article guides you using the Azure portal to migrate your PostgreSQL database from an Azure VM or an on-premises PostgreSQL server to an Azure Database for PostgreSQL. The Azure portal allows you to perform various tasks, including database migration. Following the steps outlined in this tutorial, you can seamlessly transfer your database to Azure and take advantage of its powerful features and scalability. Configure the migration task The migration service comes with a simple, wizard-based experience on the Azure portal. Open your web browser and go to the portal . Enter your credentials to sign in. The default view is your service dashboard. Go to your Azure Database for the PostgreSQL flexible server. In the Overview tab of the flexible server, on the left menu, scroll down to Migration and select it. Select the Create button to migrate to a flexible server from on-premises or Azure VMs. Note The first time you use the migration service, an empty grid appears with a prompt to begin your first migration. If migrations to your flexible server target have already been created, the grid now contains information about attempted migrations. Select the Create button to go through a wizard-based series of tabs to perform a migration. Setup The user needs to provide multiple details related to the migration, like the migration name, source server type, option, and mode. Migration name is the unique identifier for each migration to this Flexible Server target. This field accepts only alphanumeric characters and doesn't accept any special characters except a hyphen (-). The name can't start with a hyphen and should be unique for a target server. No two migrations to the same Flexible Server target can have the same name. Source Server Type - Depending on your PostgreSQL source, you can select Azure Database for PostgreSQL Single Server, Azure VM, or on-premises. Migration Option - Allows you to perform validations before triggering a migration. You can pick any of the following options Validate - Checks your server and database readiness for migration to the target. Migrate - Skips validations and starts migrations. Validate and Migrate —Performs validation before triggering a migration. If there are no validation failures, the migration is triggered. Choosing the Validate or Validate and Migrate option is always a good practice for performing premigration validations before running the migration. To learn more about the premigration validation, visit premigration . Migration mode allows you to pick the mode for | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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If there are no validation failures, the migration is triggered. Choosing the Validate or Validate and Migrate option is always a good practice for performing premigration validations before running the migration. To learn more about the premigration validation, visit premigration . Migration mode allows you to pick the mode for the migration. Offline is the default option. Select the Next: Connect to source button. Runtime Server The Migration Runtime Server is a specialized feature within the migration service in Azure Database for PostgreSQL , designed to act as an intermediary server during migration. It's a separate Azure Database for PostgreSQL flexible server instance that isn't the target server but is used to facilitate the migration of databases from a source environment that is only accessible via a private network. For more information about the Runtime Server, visit the Migration Runtime Server . Connect to source The Connect to Source tab prompts you to give details related to the source selected in the Setup Tab , which is the source of the databases. Server Name - Provide the Hostname or the IP address of the source PostgreSQL instance Port - Port number of the Source server Server admin login name - Username of the source PostgreSQL server Password - Password of the source PostgreSQL server SSL Mode - Supported values are preferred and required. When the SSL at the source PostgreSQL server is OFF, use the SSLMODE=prefer. If the SSL at the source server is ON, use the SSLMODE=require. SSL values can be determined in postgresql.conf file. Test Connection —Performs the connectivity test between the target and source. Once the connection is successful, users can proceed to the next step; they need to identify the networking issues between the target and source and verify the username/password for the source. Establishing a test connection takes a few minutes. After the successful test connection, select the Next: Select Migration target button. Select migration target The select migration target tab displays metadata for the Flexible Server target, such as the subscription name, resource group, server name, location, and PostgreSQL version. Admin username - Admin username of the target PostgreSQL server Password - Password of the target PostgreSQL server Custom FQDN/IP (Optional) : The custom FQDN/IP field is optional and can be used when the target is behind a custom DNS server or has custom DNS namespaces, making it accessible only via specific FQDNs or IP addresses. For example, this could include entries like flexibleserver.example.com , 198.1.0.2 , or a PostgreSQL FQDN such as flexibleserver.postgres.database.azure.com , if the custom DNS server contains the DNS zone postgres.database.azure.com or forward queries for this zone to 168.63.129.16 , where the FQDN is resolved in the Azure public or private DNS zone. Test Connection - Performs the connectivity test between target and source. Once the connection is successful, users can proceed with the next step. Otherwise, we need to identify the networking issues between the target and the source and verify the target's username/password. Test connection takes a few | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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private DNS zone. Test Connection - Performs the connectivity test between target and source. Once the connection is successful, users can proceed with the next step. Otherwise, we need to identify the networking issues between the target and the source and verify the target's username/password. Test connection takes a few minutes to establish a connection between the target and source After the successful test connection, select the Next: Select Database(s) for Migration Select databases for migration Under the Selected database for migration tab, you can choose a list of user databases to migrate from your source PostgreSQL server. After selecting the databases, select the Next: Summary . Summary The Summary tab summarizes all the source and target details for creating the validation or migration. Review the details and select the Start Validation and Migration button. Monitor the migration After you select the Start Validation and Migration button, a notification appears in a few seconds to say that the validation or migration creation is successful. You're automatically redirected to the flexible server's Migration page. The entry is in the InProgress state and PerformingPreRequisiteSteps substate. The workflow takes 2-3 minutes to set up the migration infrastructure and check network connections. The grid that displays the migrations has these columns: Name , Status , Migration mode , Migration type , Source server , Source server type , Databases , **Duration, and Start time . The entries are displayed in the descending order of the start time, with the most recent entry on the top. You can use the refresh button to refresh the status of the validation or migration run. Migration details Select the migration name in the grid to see the associated details. In the Setup tab, we have selected the migration option as Validate and Migrate . In this scenario, validations are performed first before migration starts. After the PerformingPreRequisiteSteps substrate is completed, the workflow moves into the substrate of Validation in Progress . If validation has errors, the migration moves into a Failed state. If validation is complete without error, the migration starts, and the workflow moves into the substate of Migrating Data . Validation details are available at the instance and database level. Validation at Instance level Contains validation related to the connectivity check, source version, that is, PostgreSQL version >= 9.5, and server parameter check, whether the extensions are enabled in the server parameters of the Azure Database for PostgreSQL—flexible server. Validation at Database level It contains validation of the individual databases related to extensions and collations support in Azure Database for PostgreSQL, a flexible server. You can see the validation and the migration status under the migration details page. Some possible migration states: Migration states State Description InProgress The migration infrastructure setup is underway, or the actual data migration is in progress. Canceled The migration is canceled or deleted. Failed The migration has failed. Validation Failed The validation has failed. Succeeded The migration has succeeded and is complete. WaitingForUserAction Applicable only for online migration. Waiting for user | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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InProgress The migration infrastructure setup is underway, or the actual data migration is in progress. Canceled The migration is canceled or deleted. Failed The migration has failed. Validation Failed The validation has failed. Succeeded The migration has succeeded and is complete. WaitingForUserAction Applicable only for online migration. Waiting for user action to perform cutover. Migration substates Substate Description PerformingPreRequisiteSteps Infrastructure setup is underway for data migration. Validation in Progress Validation is in progress. MigratingData Data migration is in progress. CompletingMigration Migration is in the final stages of completion. Completed Migration has been completed. Failed Migration has failed. Validation substates Substate Description Failed Validation has failed. Succeeded Validation is successful. Warning Validation is in warning. Cancel the migration using the portal You can cancel any ongoing validations or migrations. The workflow must be in the InProgress state to be canceled. You can't cancel a validation or migration in the Succeeded or Failed state. Canceling a validation stops further validation activity, and the validation moves to a Canceled state. Canceling a migration stops further migration activity on your target server and moves to a Canceled state. The cancel action returns all changes the migration service makes on your target server. This article explores using the Azure CLI to migrate your PostgreSQL database from an Azure virtual machine or an on-premises PostgreSQL instance to an Azure Database for PostgreSQL. The Azure CLI provides a powerful and flexible command-line interface that allows you to perform various tasks, including database migration. Following the steps outlined in this article, you can seamlessly transfer your database to Azure and take advantage of its powerful features and scalability. To learn more about Azure CLI with the migration service, visit How to set up Azure CLI for the migration service . Once the CLI is installed, open the command prompt and log into your Azure account using the below command. az login Configure the migration task To begin the migration, create a JSON file with the migration details. The JSON file contains the following information: Edit the below placeholders << >> in the JSON lines and store them in the local machine as <<filename>>.json where the CLI is being invoked. In this tutorial, we have saved the file in C:\migration-CLI\migration_body.json { "properties": { "SourceDBServerResourceId": "<<source hostname or IP address>>:<<port>>@<<username>>", "SecretParameters": { "AdminCredentials": { "SourceServerPassword": "<<Source Password>>", "TargetServerPassword": "<<Target Password>>" }, "targetServerUserName": "<<Target username>>" }, "DBsToMigrate": "<<comma separated list of databases in a array like - ["ticketdb","timedb","inventorydb"]>>", "OverwriteDBsInTarget": "true", "sourceType": "OnPremises", "sslMode": "Prefer" } } Note When configuring the JSON properties for the migration to Azure Database for PostgreSQL Flexible Server, if your source environment is an Azure Virtual Machine, you can specify the source type using the "sourceType":"AzureVM" property. This helps the migration service understand the environment from which the data is being migrated. Run the following command to check if any migrations are running. The migration name is unique across the migrations within the Azure Database for PostgreSQL flexible server target. az postgres flexible-server migration list --subscription 11111111-1111-1111-1111-111111111111 | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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This helps the migration service understand the environment from which the data is being migrated. Run the following command to check if any migrations are running. The migration name is unique across the migrations within the Azure Database for PostgreSQL flexible server target. az postgres flexible-server migration list --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --filter All In the above steps, there are no migrations performed so we start with the new migration by running the following command az postgres flexible-server migration create --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --migration-name migration1 --migration-mode offline --migration-option ValidateAndMigrate --properties "C:\migration-cli\migration_body.json" Run the following command to initiate the migration status in the previous step. You can check the status of the migration by providing the migration name az postgres flexible-server migration show --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --migration-name migration1 The status of the migration progress is shown in the Azure CLI. You can also see the status of the Azure Database for PostgreSQL flexible server in the Azure portal. You can cancel any ongoing migration attempts using the cancel command. This command stops the particular migration attempt and rolls back all changes on your target server. Here's the CLI command to delete a migration: az postgres flexible-server migration update cancel --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --migration-name migration1 Check the migration when complete After completing the databases, you need to manually validate the data between source and target and verify that all the objects in the target database are successfully created. After migration, you can perform the following tasks: Verify the data on your flexible server and ensure it's an exact copy of the source instance. Post verification, enable the high availability option on your flexible server as needed. Change the SKU of the flexible server to match the application needs. This change needs a database server restart. If you change any server parameters from their default values in the source instance, copy those server parameter values in the flexible server. Copy other server settings, such as tags, alerts, and firewall rules (if applicable), from the source instance to the flexible server. Make changes to your application to point the connection strings to a flexible server. Monitor the database performance closely to see if it requires performance tuning. Related content Migration service Best practices Known Issues and limitations Network setup Premigration validations Feedback Was this page helpful? Yes No Provide product feedback | Get help at Microsoft Q&A Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline | [
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Authenticator - Microsoft Q&A Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Add Add Share via Facebook x.com LinkedIn Email Authenticator Natalie Falkingham 0 Reputation points 2025-05-23T09:35:07.7433333+00:00 I’m having trouble accessing my passwords and seem to been connected to someone else’s account! I can see someone else’s password on my account Microsoft Authenticator Microsoft Authenticator A Microsoft app for iOS and Android devices that enables authentication with two-factor verification, phone sign-in, and code generation. 8,917 questions Sign in to follow Follow Sign in to follow Follow question 0 comments No comments Report a concern I have the same question I have the same question 0 {count} votes Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment Sign in to answer Your answer Answer Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem. Post your answer Discard draft Additional resources Question activity Sign in to follow questions and users Follow question Additional resources en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/questions/2278266/authenticator | [
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GitHub platform management - Training | Microsoft Learn Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Read in English Save Read in English Add Add to plan Achievements Ask Learn Ask Learn GitHub platform management Completed 4 minutes Now that you know the basics of the GitHub platform, let’s go over some platform management. In this unit, we'll cover: Managing notifications and subscriptions. Subscribing to threads and finding threads where you're mentioned. Publicizing your project or organization on GitHub pages. Managing notifications and subscriptions You can choose to receive ongoing updates about specific activity on GitHub.com through a subscription. Notifications are the updates that you receive for specific activity to which you're subscribed. Subscription options You can choose to subscribe to notifications for: A conversation in a specific issue, pull request, or gist. CI activity, such as the status of workflows in repositories set up with GitHub Actions. Repository issues, pull requests, releases, security alerts, or discussions (if enabled). All activity in a repository. In some instances, you're automatically subscribed to conversations on GitHub. Examples include opening a pull request or issue, commenting on a thread, or being assigned to an issue or pull request. If you're no longer interested in a conversation, you can unsubscribe, unwatch, or customize the types of notifications you'll receive in the future. If you're ever interested in issues that mention a certain user, you can use mentions: as the qualifier to find those specific issues. What are GitHub Pages? To round out our journey of GitHub, let’s tackle GitHub pages. You can use GitHub Pages to publicize and host a website about yourself, your organization, or your project directly from a repository on GitHub.com. GitHub Pages is a static site-hosting service that takes HTML, CSS, and JavaScript files straight from a repository on GitHub. Optionally, you can run the files through a build process and publish a website. Edit and push your changes, and your project is live for the public in a visually organized way. Next up, we'll walk through an exercise to get you started with GitHub. In the next exercise, you'll: Create a new repository. Create a new branch. Commit a file. Open a pull request. And merge a pull request. Feedback Was this page helpful? Yes No en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/training/modules/introduction-to-github/5-platform-management | [
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Azure Comms Service returning RestError due to time difference when email volume is high - Microsoft Q&A Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Add Add Share via Facebook x.com LinkedIn Email Azure Comms Service returning RestError due to time difference when email volume is high Matt Worsley 20 Reputation points 2025-03-12T17:37:29.1533333+00:00 I'm using the @azure/communication-email EmailClient SDK in my Node server (hosted as an App Service). The client listens for 'email-ready' events my Service Bus (via business logic in my app) and sends the email using emailClient.beginSend(). It works fine apart from when volumes are higher, say 100 sends per minute. In those cases it returns, intermittently, the error : RestError: The given request could not be resolved. The time difference between the originating client and the server is greater than the allowed margin of 5 minutes. at handleErrorResponse (C:\home\site\wwwroot\node_modules\@azure\core-client\dist\commonjs\deserializationPolicy.js:148:19) at deserializeResponseBody (C:\home\site\wwwroot\node_modules\@azure\core-client\dist\commonjs\deserializationPolicy.js:83:45) at process.processTicksAndRejections (node:internal/process/task_queues:95:5) I can't find any guidance on this error in the docs. All I can do at the moment is implement retry logic, but if the volume is consitantly high, it just keeps raising the same error over and over. I have checked on Kudu and the server time on my App Service is correct and hasn't drifted during these peak periods Azure Communication Services Azure Communication Services An Azure communication platform for deploying applications across devices and platforms. 1,178 questions Sign in to follow Follow Sign in to follow Follow question 5 comments Hide comments for this question Report a concern I have the same question I have the same question 0 {count} votes Siva Nair • Follow 1,820 Reputation points • Microsoft External Staff • Moderator 2025-03-17T12:09:47.57+00:00 Hi Matt Worsley , Please refer the similar cases which may help you to resolve , https://learn.microsoft.com/en-us/answers/questions/1820011/time-service-on-server https://learn.microsoft.com/en-us/answers/questions/45406/changing-date-and-time-on-azure-web-app https://learn.microsoft.com/en-us/azure/virtual-machines/windows/time-sync Moreover , Verify NTP Configuration: Ensure your server synchronizes with a reliable Network Time Protocol (NTP) server. Misconfigurations can lead to time discrepancies. Monitor Time Drift: Regularly monitor your server's time, especially under high load, to detect and correct any drift promptly. Tools like w32tm (for Windows) can help check the status and configuration of the time service. Assess Network Latency: Monitor network performance to ensure that delays aren't contributing to perceived time differences. Implement Efficient Retry Logic: While you've added retry mechanisms, ensure they're optimized to handle transient issues without overwhelming the system. Throttle Requests: Implement rate limiting to prevent overwhelming the ACS with high volumes of requests in a short period. Batch Processing: Consider batching emails to manage load more effectively and reduce the chance of time-related errors. If you have any further assistant, do let me know. 0 votes Report a concern Siva Nair • Follow 1,820 Reputation points • Microsoft External Staff • Moderator 2025-03-18T01:14:02.4466667+00:00 Hi Matt Worsley , We haven’t heard from you on the last response and was just checking | https://learn.microsoft.com/en-us/answers/questions/2224395/azure-comms-service-returning-resterror-due-to-tim | [
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chance of time-related errors. If you have any further assistant, do let me know. 0 votes Report a concern Siva Nair • Follow 1,820 Reputation points • Microsoft External Staff • Moderator 2025-03-18T01:14:02.4466667+00:00 Hi Matt Worsley , We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet. In case if you have any resolution, please do share that same with the community as it can be helpful to others. Otherwise, will respond with more details and we will try to help. 0 votes Report a concern Siva Nair • Follow 1,820 Reputation points • Microsoft External Staff • Moderator 2025-03-18T16:43:52.82+00:00 Hi Matt Worsley , We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet. In case if you have any resolution, please do share that same with the community as it can be helpful to others. Otherwise, will respond with more details and we will try to help. 0 votes Report a concern Siva Nair • Follow 1,820 Reputation points • Microsoft External Staff • Moderator 2025-03-19T08:17:51.36+00:00 Hi Matt Worsley , We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet. In case if you have any resolution, please do share that same with the community as it can be helpful to others. Otherwise, will respond with more details and we will try to help. 0 votes Report a concern Matt Worsley • Follow 20 Reputation points 2025-03-26T15:31:17.9133333+00:00 Hi Siva - The app is hosted by Azure, so presume the time configs are all ok. I don't even think I have access to them. The retry mechanisms I have are adequate, but do not solve the problem where there are high priority emails floating around the retry mechanism for 30 minutes. Regarding batching, I can't see any API for sending batch emails to Azure Communications Service, only single requests. I have also tried spawning new EmailClient instances when there are more than 5 sends being currently handled by the current instance, but it hasn't resolved it. This is my current send operation, if it helps.. const date = new Date().toUTCString(); const poller = await this.emailClient.beginSend(message, { requestOptions: { //an attempt to stop "RestError: The given request could not be resolved. The time difference between the originating client and the server is greater than the allowed margin of 5 minutes." customHeaders: { "x-ms-date": date }, timeout: one("minute"), }, }); this.inProgress++; if (!poller.getOperationState().isStarted) { throw new Error( `Failed to send the email (operation id: ${poller.getResult().id})` ); } await poller.pollUntilDone(); this.inProgress--; const info = { message: `Successfully sent the email (operation id: ${ poller.getResult().id })`, result: poller.getResult(), }; return info; 0 votes Report a concern Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment Accepted answer Suresh Chikkam • Follow 1,725 Reputation | https://learn.microsoft.com/en-us/answers/questions/2224395/azure-comms-service-returning-resterror-due-to-tim | [
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sent the email (operation id: ${ poller.getResult().id })`, result: poller.getResult(), }; return info; 0 votes Report a concern Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment Accepted answer Suresh Chikkam • Follow 1,725 Reputation points • Microsoft External Staff • Moderator 2025-04-03T09:19:43.0933333+00:00 Hi Matt Worsley , ACS uses shared access keys under the hood to sign each request with a timestamp , and the backend checks that the time difference is within a 5-minute window. If your EmailClient instance is long-lived, or if there’s a delay between token creation and request execution (like retries or queue delays), that timestamp can go stale — and ACS rejects it. Rather than reusing a single client instance across all sends, I now just create a new one per email (or per small batch). That ensures the timestamp used for signing is always fresh and reduces the chance of drift. const emailClient = new EmailClient(process.env.EMAIL_CONNECTION_STRING); const poller = await emailClient.beginSend(message); await poller.pollUntilDone(); If you’re in a position to use Azure AD (via DefaultAzureCredential or ClientSecretCredential ), do it. These tokens are refreshed automatically and are much more resilient under load. You’ll avoid the time skew problem entirely. const credential = new DefaultAzureCredential(); const emailClient = new EmailClient(endpoint, credential); Unfortunately, ACS doesn’t support batch email sends yet — each beginSend() call is for one email. So you’ve got to optimize around single sends. Hope it helps! Please do not forget to click "Accept the answer ” and Yes wherever the information provided helps you, this can be beneficial to other community members. If you have any other questions or still running into more issues, let me know in the "comments" and I would be happy to help you. Please sign in to rate this answer. Yes No 1 person found this answer helpful. 1 comment Show comments for this answer Report a concern Suresh Chikkam • Follow 1,725 Reputation points • Microsoft External Staff • Moderator 2025-04-04T06:21:48.9766667+00:00 Hi Matt Worsley , Following up to see if the above answer was helpful. If this answers your query, do click Accept Answer and Yes , if you have any further query do let us know. 0 votes Report a concern Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment 0 additional answers Sort by: Most helpful Most helpful Newest Oldest Sign in to answer Your answer Answer Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem. Post your answer Discard draft Additional resources Question activity Sign in to follow questions and users Follow question Additional resources en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/questions/2224395/azure-comms-service-returning-resterror-due-to-tim | [
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Question activity Sign in to follow questions and users Follow question Additional resources en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/questions/2224395/azure-comms-service-returning-resterror-due-to-tim | [
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Migrate From Amazon Aurora Offline By Using the Migration Service - Azure Database for PostgreSQL flexible server | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Tutorial: Migrate offline from Amazon Aurora PostgreSQL to Azure Database for PostgreSQL with the migration service Article 2025-02-07 3 contributors Feedback In this article This article describes how to migrate your PostgreSQL database from Amazon Aurora to Azure Database for PostgreSQL offline. The migration service in Azure Database for PostgreSQL is a fully managed service that's integrated into the Azure portal and the Azure CLI. It's designed to simplify your migration journey to Azure Database for PostgreSQL. In this tutorial, you: Complete prerequisites Initiate the migration Monitor the migration Verify the migration Prerequisites Before you start a migration by using the migration service in Azure Database for PostgreSQL, it's important to complete the following prerequisites. These prerequisites are specifically designed for offline migration scenarios. Verify the source version Configure the target setup Configure the network setup Enable extensions Check server parameters Check users and roles Disable high availability (reliability) and read replicas on the target Verify the source version The source PostgreSQL server version must be 9.5 or later. If the source PostgreSQL version is earlier than 9.5, upgrade the version to 9.5 or later before you start the migration. Configure the target setup Before you begin the migration, you must create an instance of Azure Database for PostgreSQL in Azure. The SKU that's provisioned for Azure Database for PostgreSQL flexible server should match the source. For more information, see Create an Azure Database for PostgreSQL flexible server . Configure the network setup Network setup is crucial for the migration service to function correctly. Ensure that the source PostgreSQL server can communicate with the target server in Azure Database for PostgreSQL. For information about network setup, see Network scenarios for the migration service . Enable extensions To ensure a successful migration by using the migration service in Azure Database for PostgreSQL, you might need to verify extensions to your source PostgreSQL instance. Extensions provide functionality and features that might be required for your application. Make sure that you verify the extensions on the source PostgreSQL instance before you initiate the migration process. In the target instance of Azure Database for PostgreSQL flexible server, enable supported extensions that are identified in the source PostgreSQL instance. For more information, see Extensions in Azure Database for PostgreSQL . Note A | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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you verify the extensions on the source PostgreSQL instance before you initiate the migration process. In the target instance of Azure Database for PostgreSQL flexible server, enable supported extensions that are identified in the source PostgreSQL instance. For more information, see Extensions in Azure Database for PostgreSQL . Note A restart is required when you make any changes to the shared_preload_libraries parameter. Check server parameters Server parameters aren't automatically migrated to the target environment and must be manually configured. Match server parameter values from the source PostgreSQL database to the instance of Azure Database for PostgreSQL. In the Azure portal, go to Server parameters and manually update the values. Save the parameter changes and restart the instance of Azure Database for PostgreSQL to apply the new configuration if necessary. Check users and roles When you migrate to Azure Database for PostgreSQL, it's essential to address the migration of users and roles separately because they require manual intervention. Manual migration of users and roles : Users and their associated roles must be manually migrated to the instance of Azure Database for PostgreSQL. To facilitate this process, you can use the pg_dumpall utility with the --globals-only flag to export global objects such as roles and user accounts. Execute the following command. Replace <username> with the actual username, and replace <filename> with the name you want to use for the output file. pg_dumpall --globals-only -U <username> -f <filename>.sql Restriction on superuser roles : Azure Database for PostgreSQL doesn't support superuser roles. Superuser permissions must be removed before migration. Ensure that you adjust the permissions and roles accordingly. By completing these steps, you can ensure that user accounts and roles are correctly migrated to Azure Database for PostgreSQL without issues related to superuser restrictions. Disable high availability (reliability) and read replicas on the target It's critical that you disable high availability (reliability) and read replicas in the target environment before you initiate migration. These features should be enabled only after the migration is completed. Initiate the migration You can migrate by using the Azure portal or the Azure CLI. Azure portal Azure CLI The Azure portal offers a simple and intuitive wizard-based experience to guide you through migration. By completing the steps that are outlined in this tutorial, you can seamlessly transfer your database to Azure Database for PostgreSQL flexible server and take advantage of its powerful features and scalability. To migrate by using the Azure portal, first configure the migration task. Then, connect to the source and target, and initiate the migration. Configure the migration task To configure the migration task in the Azure portal: Open your web browser and go to the Azure portal . Enter your credentials to sign in. Go to your instance of Azure Database for PostgreSQL flexible server. On the service menu, select Migration . Select Create to migrate from Amazon Aurora to a flexible server. The first time you use the migration service, an empty grid appears with a prompt to begin your first migration. If migrations | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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to your instance of Azure Database for PostgreSQL flexible server. On the service menu, select Migration . Select Create to migrate from Amazon Aurora to a flexible server. The first time you use the migration service, an empty grid appears with a prompt to begin your first migration. If migrations to your flexible server target are already created, the grid contains information about attempted migrations. Select Create to step through a series of tabs to set up a migration. Setup Enter or select the following information: Migration name : Enter a unique identifier for each migration to this flexible server target. You can use only alphanumeric characters and hyphens ( - ) in the migration name. The name can't start with a hyphen, and it must be unique for a target server. No two migrations to the same flexible server target can have the same name. Source server type : Select the source type that corresponds to your PostgreSQL source, such as a cloud-based PostgreSQL service, an on-premises setup, or a virtual machine. Migration option : Choose one of the following options for a pre-migration validation: Validate . Checks your server and database readiness for migration to the target source. Migrate . Skips validations and starts the migration. Validate and Migrate . Performs validation before triggering a migration. If there are no validation failures, the migration is triggered. A good practice is to select the Validate or Validate and Migrate option for pre-migration validations. For more information, see Premigration validations . Migration mode : Select the mode for the migration. The default option is Offline . Select Next: Connect to source . Select the runtime server The migration runtime server is a specialized feature of the migration service. The runtime server acts as an intermediary server during migration. It's a separate instance of Azure Database for PostgreSQL flexible server that isn't the target server. The runtime server facilitates the migration of databases from a source environment that is accessible only via a private network. For more information, see Migration runtime server . Connect to the source On the Connect to source tab, enter or select the following information for the database source: Server name : Enter the host name or the IP address of the source PostgreSQL instance. Port : Enter the port number of the source server. Server admin login name : Enter the username of the source PostgreSQL server. Password : Enter the password of the source PostgreSQL server. SSL mode : Supported values are Prefer and Require . When Secure Sockets Layer (SSL) at the source PostgreSQL server is off, select Prefer . If SSL at the source server is on, select Require . SSL values are set in the postgresql.conf file. Test Connection : Initiates a connectivity test between the target and the source. When the connection is successful, go to the next step to identify networking issues between the target and source and to verify the username and password for the source. Establishing a test | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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set in the postgresql.conf file. Test Connection : Initiates a connectivity test between the target and the source. When the connection is successful, go to the next step to identify networking issues between the target and source and to verify the username and password for the source. Establishing a test connection takes a few minutes. After a successful test connection, select Next: Select migration target . Select the migration target On the Select migration target tab, enter or select the following information for the flexible server target, in addition to subscription, resource group, and server name: Admin username : The admin username of the target PostgreSQL server. Password : The password of the target PostgreSQL server. Custom FQDN/IP (Optional) : The custom FQDN/IP field is optional and can be used when the target is behind a custom DNS server or has custom DNS namespaces, making it accessible only via specific FQDNs or IP addresses. For example, this could include entries like flexibleserver.example.com , 198.1.0.2 , or a PostgreSQL FQDN such as flexibleserver.postgres.database.azure.com , if the custom DNS server contains the DNS zone postgres.database.azure.com or forward queries for this zone to 168.63.129.16 , where the FQDN is resolved in the Azure public or private DNS zone. Test Connection : Initiates a connectivity test between the target and the source. When the connection is successful, go to the next step to identify networking issues between the target and source and to verify the username and password for the target server. Establishing a test connection takes a few minutes. After a successful test connection, select Next: Select database(s) for migration . Select databases for migration On the Select database for migration tab, select from a list of user databases to migrate from your source PostgreSQL server. After you select the databases, select Next: Summary . Summary The Summary tab summarizes all the source and target details for creating the validation or migration. Review the details, and then select Start Validation and Migration . Monitor the migration Within a few seconds after you select Start Validation and Migration , a notification appears to say that the validation or migration creation is successful. You're redirected to the Flexible Server instance Migration pane. The state entry is InProgress and the substate is PerformingPreRequisiteSteps . The workflow takes 2 to 3 minutes to set up the migration infrastructure and check network connections. The grid that displays the migrations has these columns: Name Status Migration mode Migration type Source server Source server type Databases Duration Start time The entries are displayed in descending order of start time, with the most recent entry on the top. You can select Refresh in the menu bar to refresh the status of the validation or migration run. Migration details In the list of migrations, select the name of a migration to see associated details. On the Setup tab, select the migration option Validate and Migrate . In this scenario, validations are completed before migration starts. After the PerformingPreRequisiteSteps substate is completed, the | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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the validation or migration run. Migration details In the list of migrations, select the name of a migration to see associated details. On the Setup tab, select the migration option Validate and Migrate . In this scenario, validations are completed before migration starts. After the PerformingPreRequisiteSteps substate is completed, the workflow moves into the Validation in Progress substate. If validation has errors, the migration moves into a Failed state. If validation is complete without any error, the migration starts, and the workflow moves into the substate Migrating Data . You can check validation details at the instance level and at the database level: Validation at the instance level: Check validation related to the connectivity check for the source version (the PostgreSQL version >= 9.5 server parameter check) if the extensions are enabled in the server parameters of the instance of Azure Database for PostgreSQL flexible server. Validation at the database level: Check validation of the individual databases related to extensions and collations support in Azure Database for PostgreSQL flexible server. You can see the current status for the migration and validation on the migration details pane. The following tables describe some possible migration states and substates. Migration states State Description InProgress The migration infrastructure setup is underway, or the actual data migration is in progress. Canceled The migration is canceled or deleted. Failed The migration failed. Validation failed The validation failed. Succeeded The migration succeeded and is completed. WaitingForUserAction Applicable only in online migrations. Waiting for a user to perform a cutover. Migration substates Substate Description PerformingPreRequisiteSteps Infrastructure setup is underway for data migration. Validation in Progress Validation is in progress. MigratingData Data migration is in progress. CompletingMigration Migration is in the final stages of completion. Completed Migration is completed. Failed Migration failed. Validation substates Substate Description Failed Validation failed. Succeeded Validation is successful. Warning Validation shows a warning. Cancel the migration You can cancel any ongoing validations or migrations. The workflow must be in the In progress state to be canceled. You can't cancel a validation or migration that's in the Succeeded or Failed state. Canceling a migration stops further migration activity on your target server and moves the migration attempt to a Canceled state. The cancel action rolls back all changes made on your target server by the migration service. This article describes how to use the Azure CLI to migrate your PostgreSQL database from Amazon Aurora to Azure Database for PostgreSQL. The Azure CLI is a powerful and flexible command-line interface that you can use to complete various tasks, including database migration. For more information, see Set up the Azure CLI for the migration service . After the Azure CLI is installed, at the command line, sign in to your Azure account by using the following command: az login Configure the migration task To begin the migration, create a JSON file to hold the migration details. Save the JSON file on your local computer as [filename].json . For example, you can save the file as C:\migration-CLI\migration_body.json . | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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in to your Azure account by using the following command: az login Configure the migration task To begin the migration, create a JSON file to hold the migration details. Save the JSON file on your local computer as [filename].json . For example, you can save the file as C:\migration-CLI\migration_body.json . Copy the following JSON and paste it in the JSON file. Replace <placeholders> with relevant information from your scenario. { "properties": { "SourceDBServerResourceId": "<source host name or IP address>:<port>@<username>", "SecretParameters": { "AdminCredentials": { "SourceServerPassword": "<source password>", "TargetServerPassword": "<target password>" }, "targetServerUserName": "<target username>" }, "DBsToMigrate": "<a comma-separated list of databases in an array, similar to the example "ticketdb","timedb","inventorydb">", "OverwriteDBsInTarget": "true", "sourceType": "AWS_AURORA", "sslMode": "Require" } } Run the following command to check if any migrations are running. The migration name is unique for migrations in the Azure Database for PostgreSQL flexible server target. az postgres flexible-server migration list --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --filter All In the preceding steps, there are no migrations performed so we start with the new migration by running the following command az postgres flexible-server migration create --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --migration-name migration1 --migration-mode offline --migration-option ValidateAndMigrate --properties "C:\migration-cli\migration_body.json" Run the following command to initiate the migration status in the previous step. You can check the status of the migration by providing the migration name az postgres flexible-server migration show --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --migration-name migration1 The status of the migration progress is shown in the Azure CLI. You also can see the status of the instance of Azure Database for PostgreSQL flexible server in the Azure portal. Cancel or delete a migration You can cancel any ongoing migration attempts by using the cancel command. This command stops the specific migration attempt and rolls back all changes on your target server. Here's the Azure CLI command to delete a migration: az postgres flexible-server migration update cancel --subscription 11111111-1111-1111-1111-111111111111 --resource-group my-learning-rg --name myflexibleserver --migration-name migration1 Verify the migration When the database migration is finished, manually validate the data between the source and the target. Verify that all the objects in the target database are successfully created. After migration, you can complete these tasks: Verify the data on your flexible server and ensure that it's an exact copy of the source instance. After verification, enable the high-availability option on your flexible server as needed. Change the SKU (version) of the flexible server to match the needs of your application. This change requires a restart of the database server. If you change any server parameters from their default values in the source instance, copy those server parameter values to the flexible server. Copy other server settings, such as tags, alerts, and firewall rules (if applicable), from the source instance to the flexible server. Make changes to your application to point the connection strings to a flexible server. Monitor the database performance closely to see if it requires performance tuning. Related content Migrate online from Amazon Aurora PostgreSQL Migration service Known issues and limitations Feedback | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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applicable), from the source instance to the flexible server. Make changes to your application to point the connection strings to a flexible server. Monitor the database performance closely to see if it requires performance tuning. Related content Migrate online from Amazon Aurora PostgreSQL Migration service Known issues and limitations Feedback Was this page helpful? Yes No Provide product feedback | Get help at Microsoft Q&A Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline | [
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ALTER SECURITY POLICY (Transact-SQL) - SQL Server | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . ALTER SECURITY POLICY (Transact-SQL) Article 2023-10-13 16 contributors Feedback In this article Applies to: SQL Server 2016 (13.x) and later versions Azure SQL Database Azure SQL Managed Instance SQL analytics endpoint in Microsoft Fabric Warehouse in Microsoft Fabric Alters a security policy. Transact-SQL syntax conventions Syntax ALTER SECURITY POLICY schema_name.security_policy_name ( { ADD { FILTER | BLOCK } PREDICATE tvf_schema_name.security_predicate_function_name ( { column_name | arguments } [ , ...n ] ) ON table_schema_name.table_name [ <block_dml_operation> ] } | { ALTER { FILTER | BLOCK } PREDICATE tvf_schema_name.new_security_predicate_function_name ( { column_name | arguments } [ , ...n ] ) ON table_schema_name.table_name [ <block_dml_operation> ] } | { DROP { FILTER | BLOCK } PREDICATE ON table_schema_name.table_name } | [ <additional_add_alter_drop_predicate_statements> [ , ...n ] ] ) [ WITH ( STATE = { ON | OFF } ) ] [ NOT FOR REPLICATION ] [;] <block_dml_operation> [ { AFTER { INSERT | UPDATE } } | { BEFORE { UPDATE | DELETE } } ] Arguments security_policy_name The name of the security policy. Security policy names must fulfill the rules for identifiers and must be unique within the database and to its schema. schema_name Is the name of the schema to which the security policy belongs. schema_name is required because of schema binding. [ FILTER | BLOCK ] The type of security predicate for the function bound to the target table. FILTER predicates silently filter the rows that are available to read operations. BLOCK predicates explicitly block write operations that violate the predicate function. tvf_schema_name . security_predicate_function_name Is the inline table value function you use as a predicate and that you enforce upon queries against a target table. At most, you can define one security predicate for a particular DML operation against a particular table. Create the inline table value function using the SCHEMABINDING option. { column_name | arguments } The column name or expression used as parameters for the security predicate function. Any columns on the target table can be used as arguments for the predicate function. Expressions that include literals, built-ins, and expressions that use arithmetic operators can be used. table_schema_name.table_name Is the target table for the security predicate. Multiple disabled security policies can target a single table for a particular DML operation, but only one can be enabled at any given time. <block_dml_operation> The particular DML | https://learn.microsoft.com/en-us/sql/t-sql/statements/alter-security-policy-transact-sql | [
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that include literals, built-ins, and expressions that use arithmetic operators can be used. table_schema_name.table_name Is the target table for the security predicate. Multiple disabled security policies can target a single table for a particular DML operation, but only one can be enabled at any given time. <block_dml_operation> The particular DML operation for the applied block predicate. AFTER specifies the predicate is evaluated on the row values after the DML operation was carried out ( INSERT or UPDATE ). BEFORE specifies the predicate is evaluated on the row values before the DML operation is carried out ( UPDATE or DELETE ). If no operation is specified, the predicate will apply to all operations. You can't ALTER the operation for an applied block predicate because the operation is used to uniquely identify the predicate. Instead, you must drop the predicate and add a new one for the new operation. WITH ( STATE = { ON | OFF } ) Enables or disables the security policy from enforcing its security predicates against the target tables. If not specified the security policy being created is enabled. NOT FOR REPLICATION Indicates the security policy shouldn't be executed when a replication agent modifies the target object. For more information, see Control the Behavior of Triggers and Constraints During Synchronization (Replication Transact-SQL Programming) . table_schema_name.table_name Is the target table for the applied security predicate. Multiple disabled security policies can target a single table, but only one can be enabled at any given time. Remarks The ALTER SECURITY POLICY statement is in a transaction's scope. If the transaction is rolled back, the statement is also rolled back. When using predicate functions with memory-optimized tables, security policies must include SCHEMABINDING and use the WITH NATIVE_COMPILATION compilation hint. The SCHEMABINDING argument can't be changed with the ALTER statement because it applies to all predicates. To change schema binding, you must drop and recreate the security policy. Block predicates are evaluated after the corresponding DML operation is executed. As such, there is danger a READ UNCOMMITTED query can see transient values that will be rolled back. Permissions Requires the ALTER ANY SECURITY POLICY permission. Additionally the following permissions are required for each predicate that is added: SELECT and REFERENCES permissions on the function being used as a predicate. REFERENCES permission on the target table being bound to the policy. REFERENCES permission on every column from the target table used as arguments. Examples The following examples demonstrate the use of the ALTER SECURITY POLICY syntax. For an example of a complete security policy scenario, see Row-level security . A. Add an additional predicate to a policy The following syntax alters a security policy, adding a filter predicate on the mytable table. ALTER SECURITY POLICY pol1 ADD FILTER PREDICATE schema_preds.SecPredicate(column1) ON myschema.mytable; B. Enable an existing policy The following example uses the ALTER syntax to enable a security policy. ALTER SECURITY POLICY pol1 WITH ( STATE = ON ); C. Add and dropping multiple predicates The following syntax alters a security policy, adding | https://learn.microsoft.com/en-us/sql/t-sql/statements/alter-security-policy-transact-sql | [
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SECURITY POLICY pol1 ADD FILTER PREDICATE schema_preds.SecPredicate(column1) ON myschema.mytable; B. Enable an existing policy The following example uses the ALTER syntax to enable a security policy. ALTER SECURITY POLICY pol1 WITH ( STATE = ON ); C. Add and dropping multiple predicates The following syntax alters a security policy, adding filter predicates on the mytable1 and mytable3 tables, and removing the filter predicate on the mytable2 table. ALTER SECURITY POLICY pol1 ADD FILTER PREDICATE schema_preds.SecPredicate1(column1) ON myschema.mytable1, DROP FILTER PREDICATE ON myschema.mytable2, ADD FILTER PREDICATE schema_preds.SecPredicate2(column2, 1) ON myschema.mytable3; D. Change the predicate on a table The following syntax changes the existing filter predicate on the myschema.mytable table to be the SecPredicate2 function. ALTER SECURITY POLICY pol1 ALTER FILTER PREDICATE schema_preds.SecPredicate2(column1) ON myschema.mytable; E. Change a block predicate Changing the block predicate function for an operation on a table. ALTER SECURITY POLICY rls.SecPol ALTER BLOCK PREDICATE rls.tenantAccessPredicate_v2(TenantId) ON dbo.Sales AFTER INSERT; Related content Row-level security CREATE SECURITY POLICY (Transact-SQL) DROP SECURITY POLICY (Transact-SQL) sys.security_policies (Transact-SQL) sys.security_predicates (Transact-SQL) Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/sql/t-sql/statements/alter-security-policy-transact-sql | [
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Overview of SQL Server on Azure Windows Virtual Machines - SQL Server on Azure VMs | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . What is SQL Server on Azure Windows Virtual Machines? Article 2025-05-19 15 contributors Feedback In this article Applies to: SQL Server on Azure VM Windows Linux This article provides an overview of SQL Server on Azure Virtual Machines (VMs) on the Windows platform. If you're new to SQL Server on Azure VMs, check out the SQL Server on Azure VM Overview video from our in-depth Azure SQL video series : Overview SQL Server on Azure Virtual Machines enables you to use full versions of SQL Server in the cloud without having to manage any on-premises hardware. SQL Server virtual machines (VMs) also simplify licensing costs when you pay as you go. Azure virtual machines run in many different geographic regions around the world. They also offer various machine sizes . The virtual machine image gallery allows you to create a SQL Server VM with the right version, edition, and operating system. This makes virtual machines a good option for many different SQL Server workloads. Feature benefits When you register your SQL Server on Azure VM with the SQL IaaS Agent extension you unlock a number of feature benefits. Registering with the extension is completely free. The following table details the benefits unlocked by the extension: Feature Description Azure portal management Unlocks management in the portal , so that you can view all of your SQL Server VMs in one place, and enable or disable SQL specific features directly from the portal. Included with basic registration. Automated backup Automates the scheduling of backups for all databases for either the default instance or a properly installed named instance of SQL Server on the VM. For more information, see Automated backup for SQL Server in Azure virtual machines (Resource Manager) . Requires SQL IaaS Agent extension. Automatic patching Automatically install Windows and SQL Server security updates (including Cumulative Updates for SQL Server) to your virtual machine during a configured maintenance window to avoid updating during peak times for your workload. For more information, see Automatic patching through Azure Update Manager . Requires SQL IaaS Agent extension. Azure Key Vault integration Enables you to automatically install and configure Azure Key Vault on your SQL Server VM. For more information, see Configure Azure Key Vault integration for SQL Server on Azure Virtual Machines (Resource | https://learn.microsoft.com/en-us/azure/azure-sql/virtual-machines/windows/sql-server-on-azure-vm-iaas-what-is-overview | [
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information, see Automatic patching through Azure Update Manager . Requires SQL IaaS Agent extension. Azure Key Vault integration Enables you to automatically install and configure Azure Key Vault on your SQL Server VM. For more information, see Configure Azure Key Vault integration for SQL Server on Azure Virtual Machines (Resource Manager) . Requires SQL IaaS Agent extension. Configure tempdb You can configure your tempdb directly from the Azure portal, such as specifying the number of files, their initial size, their location, and the autogrowth ratio. Restart your SQL Server service for the changes to take effect. Requires SQL IaaS Agent extension. Defender for Cloud portal integration If you've enabled Microsoft Defender for SQL , then you can view Defender for Cloud recommendations directly in the SQL virtual machines resource of the Azure portal. See Security best practices to learn more. Requires SQL IaaS Agent extension. Extended security updates Automatically receive security updates for your SQL Server on Azure VMs, up to three years after extended SQL Server lifecycle support ends. Flexible licensing Save on cost by seamlessly transitioning from the bring-your-own-license (also known as the Azure Hybrid Benefit) to the pay-as-you-go licensing model and back again. Included with basic registration. Flexible version / edition If you decide to change the version or edition of SQL Server, you can update the metadata within the Azure portal without having to redeploy the entire SQL Server VM. Included with basic registration. I/O Analysis View an analysis of your I/O performance in the Azure portal to find issues that result from exceeding virtual machines and data disks limits. This feature is currently in preview. Requires SQL IaaS Agent extension. Microsoft Entra authentication Enhance the security of your SQL Server VM by using Microsoft Entra ID for authentication to your SQL Server VM. Requires SQL IaaS Agent extension. SQL best practices assessment Enables you to assess the health of your SQL Server VMs by using configuration best practices. For more information, see SQL best practices assessment . Requires SQL IaaS Agent extension. View disk utilization in portal Allows you to view a graphical representation of the disk utilization of your SQL data files in the Azure portal. Requires SQL IaaS Agent extension. Getting started To get started with SQL Server on Azure VMs, review the following resources: Create SQL VM : To create your SQL Server on Azure VM, review the Quickstarts using the Azure portal , Azure PowerShell or an ARM template . For more thorough guidance, review the Provisioning guide . Connect to SQL VM : To connect to your SQL Server on Azure VMs, review the ways to connect . Unlock feature benefits : Registering your SQL Server VM with the SQL IaaS Agent extension unlocks a number of feature benefits, such as automated backup and patching. Manage SQL VM from the portal : You can manage SQL Server settings directly from the Azure portal by using the SQL virtual machines resource. Optimize performance : Use the SQL best practices assessment to | https://learn.microsoft.com/en-us/azure/azure-sql/virtual-machines/windows/sql-server-on-azure-vm-iaas-what-is-overview | [
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IaaS Agent extension unlocks a number of feature benefits, such as automated backup and patching. Manage SQL VM from the portal : You can manage SQL Server settings directly from the Azure portal by using the SQL virtual machines resource. Optimize performance : Use the SQL best practices assessment to validate that you're following Best practices and use I/O Performance Analysis to investigate I/O issues. Migrate data : Migrate your data to SQL Server on Azure VMs from SQL Server , Oracle , or Db2 . Pricing : For information about the pricing structure of your SQL Server on Azure VM, review the Pricing guidance . Frequently asked questions : For commonly asked questions, and scenarios, review the FAQ . Videos For videos about the latest features to optimize SQL Server VM performance and automate management, review the following Data Exposed videos: Caching and Storage Capping Automate Management with the SQL Server IaaS Agent extension Use Azure Monitor Metrics to Track VM Cache Health Get the best price-performance for your SQL Server workloads on Azure VM Using PerfInsights to Evaluate Resource Health and Troubleshoot Best Price-Performance with Ebdsv5 Series Optimally Configure SQL Server on Azure Virtual Machines with SQL Assessment New and Improved SQL Server on Azure VM deployment and management experience High availability & disaster recovery On top of the built-in high availability provided by Azure virtual machines , you can also use the high availability and disaster recovery features provided by SQL Server. To learn more, see the overview of Always On availability groups , and Always On failover cluster instances . For more information, see the business continuity overview . To get started, see the tutorials for availability groups or preparing your VM for a failover cluster instance . Licensing To get started, choose a SQL Server virtual machine image with your required version, edition, and operating system. The following sections provide direct links to the Azure portal for the SQL Server virtual machine gallery images. Change the licensing model of a pay-per-usage SQL Server VM to use your own license. For more information, see How to change the licensing model for a SQL Server VM . Azure only maintains one virtual machine image for each supported operating system, version, and edition combination. This means that over time images are refreshed, and older images are removed. For more information, see the Images section of the SQL Server VMs FAQ . Tip For more information about how to understand pricing for SQL Server images, see Pricing guidance for SQL Server on Azure Virtual Machines . The following table provides a matrix of pay-as-you-go SQL Server images. Version Operating System SQL Server 2025 Preview Windows Server 2025 SQL Server 2022 Windows Server 2022 SQL Server 2019 Windows Server 2022 , Windows Server 2019 SQL Server 2017 Windows Server 2019 , Windows Server 2016 SQL Server 2016 Windows Server 2019 , Windows Server 2016 SQL Server 2014 Windows Server 2012 R2 SQL Server 2012 Windows Server 2012 R2 Note SQL | https://learn.microsoft.com/en-us/azure/azure-sql/virtual-machines/windows/sql-server-on-azure-vm-iaas-what-is-overview | [
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2022 Windows Server 2022 SQL Server 2019 Windows Server 2022 , Windows Server 2019 SQL Server 2017 Windows Server 2019 , Windows Server 2016 SQL Server 2016 Windows Server 2019 , Windows Server 2016 SQL Server 2014 Windows Server 2012 R2 SQL Server 2012 Windows Server 2012 R2 Note SQL Server 2008 and SQL Server 2008 R2 are out of extended support and no longer available from the Azure Marketplace. To see the available SQL Server on Linux virtual machine images, see Overview of SQL Server on Azure Virtual Machines (Linux) . It's possible to deploy an older image of SQL Server that isn't available in the Azure portal by using PowerShell. To view all available images by using PowerShell, use the following command: $Location = "<location>" Get-AzVMImageOffer -Location $Location -Publisher 'MicrosoftSQLServer' For more information about deploying SQL Server VMs using PowerShell, view How to provision SQL Server virtual machines with Azure PowerShell . Important Older images might be outdated. Remember to apply all SQL Server and Windows updates before using them for production. Customer experience improvement program (CEIP) The Customer Experience Improvement Program (CEIP) is enabled by default. This periodically sends reports to Microsoft to help improve SQL Server. There's no management task required with CEIP unless you want to disable it after provisioning. You can customize or disable the CEIP by connecting to the VM with remote desktop. Then run the SQL Server Error and Usage Reporting utility. Follow the instructions to disable reporting. For more information about data collection, see the SQL Server Privacy Statement . Related products and services Since SQL Server on Azure VMs is integrated into the Azure platform, review resources from related products and services that interact with the SQL Server on Azure VM ecosystem: Windows virtual machines : Azure Virtual Machines overview Storage : Introduction to Microsoft Azure Storage Networking : Virtual Network overview , IP addresses in Azure , Create a Fully Qualified Domain Name in the Azure portal SQL : SQL Server documentation , Azure SQL Database comparison Related content Quickstart: Create SQL Server VM in the Azure portal SQL Server on Azure Virtual Machines FAQ Windows N-tier application on Azure with SQL Server Run an N-tier application in multiple Azure regions for high availability Feedback Was this page helpful? Yes No Provide product feedback Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/azure/azure-sql/virtual-machines/windows/sql-server-on-azure-vm-iaas-what-is-overview | [
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Azure Training - Microsoft Q&A Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Microsoft Q&A Azure Training 2,443 questions Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. Browse all Azure tags Sign in to follow Follow Filters Filter Content All questions 2.4K No answers 252 Has answers 2.2K No answers or comments 7 With accepted answer 794 2,443 questions with Azure Training tags Sort by: Updated Updated Created Answers 0 answers Exercise Debug search issues for module Maintain an Azure AI Search solution is broken I've been following the "Implement knowledge mining with Azure AI Search" Learning path but the exercise "Debug search issues" of module "Maintain an Azure AI Search solution" seems to be broken. I get an error at the… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-26T09:30:47.3433333+00:00 Robbe Van Biervliet 0 Reputation points asked 2025-05-26T09:30:47.3433333+00:00 Robbe Van Biervliet 0 Reputation points 2 answers One of the answers was accepted by the question author. How did you get 0.9 as probability for a blood glucose level of 90 and the predict value (ŷ) is 0 for 87 and 1 for 89 even though the difference between then is 2. https://learn.microsoft.com/en-us/training/modules/fundamentals-machine-learning/5-binary-classification --- In this article while taking a model for binary classification, the logistic regression is considered and when the sigmoid function is drawn in… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-23T06:57:41.6666667+00:00 Shashank Ramesh Pentamsetty 20 Reputation points accepted 2025-05-26T07:33:02.4133333+00:00 Shashank Ramesh Pentamsetty 20 Reputation points 1 answer http status 422 for github history exercise The exercise of https://learn.microsoft.com/en-us/training/modules/search-organize-repository-history-github/3-connect-dots (one of the last modules of gh-900, second learning path), will not start. When trying to fork the repository it fails with a… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-23T18:26:12.12+00:00 Marko Draisma 0 Reputation points answered 2025-05-26T05:51:35.29+00:00 Syed Saleem Peera 12,760 Reputation points • Microsoft External Staff • Moderator 0 answers Getting an error message "RequestDisallowedByPolicy" while trying to create a VM in the azure sandbox subscription (learning). I am following the steps in the Azure training exercise to create a VM using the Azure CLI command, but I get an error message: "RequestDisallowedByPolicy." Here are the steps I performed: | https://learn.microsoft.com/en-us/answers/tags/447/azure-training | [
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answers Getting an error message "RequestDisallowedByPolicy" while trying to create a VM in the azure sandbox subscription (learning). I am following the steps in the Azure training exercise to create a VM using the Azure CLI command, but I get an error message: "RequestDisallowedByPolicy." Here are the steps I performed: Created a Microsoft Learn Sandbox as mentioned in the… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-21T20:04:28.22+00:00 Sanjay Narla 0 Reputation points edited a comment 2025-05-26T03:49:42.6466667+00:00 Pradeep M 9,040 Reputation points • Microsoft External Staff • Moderator 1 answer I manually deleted the Concierge Subscription resource group I manually deleted the Concierge Subscription resource group as I was stuck on an exercise and attempted to start from scratch. Not knowing that it was my learner subscription I was deleting when I proceeded with the deletion. I've tried the below steps… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-25T13:59:55.5266667+00:00 Jo E 0 Reputation points answered 2025-05-26T03:46:34.4166667+00:00 Pradeep M 9,040 Reputation points • Microsoft External Staff • Moderator 0 answers ESI Training doesn't let me create an account to follow the training on Azure? Nevermind! there's an issue with all Databricks environments Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-23T09:35:21.8733333+00:00 J McCallum 0 Reputation points edited the question 2025-05-23T18:50:04.82+00:00 Rakesh Gurram 14,805 Reputation points • Microsoft External Staff • Moderator 2 answers How can I register in Azure with a free account ? I am now learning Microsoft Azure Data Scientist Associate (DP-100) Exam Prep Professional Certificate on Coursera, and the instructor is Microsoft. How can I register in Azure with a free account to practice what I am learning, and I do not have a bank… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-23T05:27:07.9633333+00:00 omar daniel abou assaf 0 Reputation points answered 2025-05-23T16:57:59.0066667+00:00 Kiran P 7,745 Reputation points • Microsoft External Staff • Moderator 1 answer Hyperlink in learning module is outdated. Needs a working updated link. https://learn.microsoft.com/en-us/training/modules/enroll-devices-use-intune/4-explain-considerations-device-enrollment In this page, the first link gives a 404 - page not found. This question is related to the following Learning Module Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to | https://learn.microsoft.com/en-us/answers/tags/447/azure-training | [
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this page, the first link gives a 404 - page not found. This question is related to the following Learning Module Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-04-21T16:16:46.7533333+00:00 Luis Rubio 0 Reputation points answered 2025-05-23T16:09:25.0233333+00:00 kguntaka 6,325 Reputation points • Microsoft External Staff • Moderator 1 answer One of the answers was accepted by the question author. Sandboxes Not Showing Up in "Deploy Azure infrastructure by using JSON ARM templates" - AZ-104 Path Hi everyone, I'm currently following the AZ-104 learning path, specifically the "Deploy Azure infrastructure by using JSON ARM templates" module. However, I'm running into an issue where the sandbox doesn't show up or activate properly. At… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-21T17:17:48.8766667+00:00 Dudji 20 Reputation points commented 2025-05-23T15:55:49.6666667+00:00 kguntaka 6,325 Reputation points • Microsoft External Staff • Moderator 1 answer Question about Azure Training module Hello, I have a question/feedback related to one of the modules in the AZ-900 Fundamentals training. I am near the end of it, and one of the last modules is "Describe features and tools for managing and deploying Azure resources". From what i… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-19T14:47:42.5266667+00:00 Ionut Vascan 0 Reputation points commented 2025-05-23T09:42:52.34+00:00 Kiran P 7,745 Reputation points • Microsoft External Staff • Moderator 0 answers Link to "Writing on GitHub" in summary of Markdown module doesn't work At the end of the first learning path of the GH-900 course, we have a Markdown module. In the summary page there is a broken link to Writing on GitHub which will redirect to https://support.github.com/. Maybe… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-23T08:05:07.19+00:00 Marko Draisma 0 Reputation points commented 2025-05-23T09:40:56.06+00:00 Kiran P 7,745 Reputation points • Microsoft External Staff • Moderator 1 answer AI-900 mistake in content Learn Training Browse Microsoft Azure AI Fundamentals: Natural Language Processing Fundamentals of Text Analysis with the Language Service Understand Text Analytics Tokenisation For example, consider this phrase from a famous US… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-22T07:52:13.0466667+00:00 Kyle Raccah 0 Reputation | https://learn.microsoft.com/en-us/answers/tags/447/azure-training | [
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phrase from a famous US… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-22T07:52:13.0466667+00:00 Kyle Raccah 0 Reputation points commented 2025-05-23T06:40:23.2233333+00:00 Syed Saleem Peera 12,760 Reputation points • Microsoft External Staff • Moderator 2 answers One of the answers was accepted by the question author. Connect-AzAccount : The term 'Connect-AzAccount' is not recognized... Connect-AzAccount : The term 'Connect-AzAccount' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is correct and try again. How do I get… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-16T20:53:25.82+00:00 Jason Trompeter 25 Reputation points commented 2025-05-23T04:31:04.5366667+00:00 Syed Saleem Peera 12,760 Reputation points • Microsoft External Staff • Moderator 2 answers Videos in Learn Microsoft environment, "Get started with data analytics" module have Playback Error warning I have been unable to watch any of the videos in the Get started with data analytics module as i get a Playback Error Warning displayed on the video. I am utilizing the edge browser and I'm signed in through my organization. I was able to watch videos… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-17T11:28:06.74+00:00 Baba, Shekwoduza Jonathan 0 Reputation points edited an answer 2025-05-23T01:32:34.4833333+00:00 kguntaka 6,325 Reputation points • Microsoft External Staff • Moderator 1 answer One of the answers was accepted by the question author. Azure sandbox still not working #2 https://learn.microsoft.com/en-us/answers/questions/2262502/azure-sandbox-still-not-working I really need the sandbox because I am studying for AZ104 exam. I logged in using the generated ID. Tried to run this tutorial. Section: Associate network… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-16T16:07:54.1866667+00:00 Sam Wheat 501 Reputation points accepted 2025-05-22T13:26:34.5766667+00:00 Sam Wheat 501 Reputation points 1 answer Tip, link in education doesn't work This link doesn't work, in "3 Fundamentals of Azure AI services" https://customers.microsoft.com/story/1615185041460958543-intuition-robotics-consumer-goods-azure-text-to-speech Kind regards, Camilla This question is related to the following… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-19T09:28:07.0466667+00:00 Camilla Davidsson 0 Reputation points answered 2025-05-22T07:27:45.9933333+00:00 Danny Dang 0 Reputation points • Independent | https://learn.microsoft.com/en-us/answers/tags/447/azure-training | [
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A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-19T09:28:07.0466667+00:00 Camilla Davidsson 0 Reputation points answered 2025-05-22T07:27:45.9933333+00:00 Danny Dang 0 Reputation points • Independent advisor 1 answer ACR Tasks requests for the registry are not permitted I am currently working on the this module, and when doing the exercise for trying to build and push image from Dockerfile I get the following error: (TasksOperationsNotAllowed) ACR Tasks requests for the registry <acrName> and… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2024-05-22T07:45:48.08+00:00 Markus Øxnevad 15 Reputation points commented 2025-05-21T21:03:34.86+00:00 Hitesh Patel 0 Reputation points 1 answer How to fix SQLCMD BCP Installation Error when taking dp-203-azure-data-engineer/Instructions/Labs/01-Explore-Azure-Synapse On the part "Use a dedicated SQL pool to query a data warehouse" step 4, i can't see FactInternetSales table under Tables folder. Then i go to PowerShell to see the result when running setup.ps1, then i saw the following errors which i believe… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-14T10:25:45.15+00:00 PHẠM NHỰT QUANG 0 Reputation points commented 2025-05-21T17:28:06.8933333+00:00 VarunTha 14,360 Reputation points • Microsoft External Staff • Moderator 2 answers One of the answers was accepted by the question author. How do I get azuredeploy.json and azuredeploy.parameters.json for Unit 6 Configure DNS settings in Azure exercise? Hi I am in the middle of doing Unit 6 Configure DNS settings in Azure exercise and don't know how to get relevant azuredeploy.json and azuredeploy.parameters.json files to create 2 new Virtual Machines? Thanks. Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-13T16:16:53.43+00:00 Kyaw Soe 20 Reputation points commented 2025-05-21T16:13:57.3966667+00:00 VarunTha 14,360 Reputation points • Microsoft External Staff • Moderator 1 answer The logged in user is not authorized to fetch tokens for extension 'Microsoft_AAD_UsersAndTenants' The logged in user is not authorized to fetch tokens for extension 'Microsoft_AAD_IAM' because the user account is not a member of tenant 'f8cdef31-a31e-4b4a-93e4-5f571e91255a'. Error details: AADSTS50020: User account '{EUII Hidden}' from identity… Azure Training Azure Training Azure: A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-20T15:34:43.3066667+00:00 Chayanne 0 Reputation points commented 2025-05-21T16:12:00.6266667+00:00 VarunTha 14,360 Reputation points • Microsoft External Staff • Moderator 1 ... 1 2 3 4 ... 123 en-us | https://learn.microsoft.com/en-us/answers/tags/447/azure-training | [
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applications and services through a worldwide network of Microsoft-managed datacenters. Training: Instruction to develop new skills. 2,443 questions Sign in to follow Follow asked 2025-05-20T15:34:43.3066667+00:00 Chayanne 0 Reputation points commented 2025-05-21T16:12:00.6266667+00:00 VarunTha 14,360 Reputation points • Microsoft External Staff • Moderator 1 ... 1 2 3 4 ... 123 en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/tags/447/azure-training | [
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Dynamics 365 Commerce documentation | Microsoft Learn Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Microsoft Dynamics 365 Commerce documentation Discover how to make the most of Dynamics 365 Commerce with training, documentation, and videos covering product capabilities. Learn how to use Commerce to deliver unified, personalized, and seamless buying experiences for customers and partners. Get started Get started What's new What's new Training Training Concept Troubleshoot Implement Guidance Security, compliance, and privacy Implementation guide Implementation tools and samples Implementation lifecycle management Try/Buy/Deploy Deploy a demo environment Before you buy Deployment options Set up Environment planning Architecture Onboard an implementation project Prepare for go-live Configure and install Commerce Scale Unit (self-hosted) Administer and develop Platform development Develop and customize your environment Deploy and access development environments Application stack and server architecture Commerce development Migrate to the Commerce SDK Introduction to Commerce Scale Unit (CSU) core Point of sale (POS) extension E-commerce online extensibility development Retail software development kit (SDK) (legacy) Manage environments Dynamics 365 Lifecycle Services resources Continuous delivery Upgrades, updates, and hotfixes Set up new environments, Azure DevOps, and branches for projects Update code and environments for Commerce projects Manage data storage Data management Data import and export Database movement operations Data entities System administration System administration Process automation Batch processing Organization administration Organization administration Organizations and organizational hierarchies Workflow system Number sequences Manage user access Role-based security Create users Assign users to security roles Manage e-commerce users and roles Set up channels Set up a retail channel Set up an online channel Online and offline point of sale (POS) operations Store Commerce app Dynamics 365 Payment Connector for Adyen Integration development Integration between finance and operations apps and third party apps Data management REST API Service endpoint overview Design principles and best practices for data entities Consume Retail Server APIs in external applications Microsoft Office integration Office integration Configure and send email Customize the Open in Microsoft Office menu Commerce and Microsoft Teams integration Microsoft Power Platform integration Power Platform integration Dual-write Virtual entities Dual-write mapping reference Reporting and analytics with Power BI Azure Data Lake integration Export to Azure Data Lake Export to Azure Data Lake in finance and operations apps Enable Azure Data Lake Storage in a Commerce environment Developer reference API references X++ language reference Service endpoint overview Open Data Protocol (OData) Commerce Scale Unit customer and consumer APIs Developer tools Set up a development environment Development tools in Visual Studio Create deployable packages Extend and customize Extensibility overview Write extensible code Manage your e-commerce site POS extension basics POS user interface visual configurations Use Enable Copilot experiences Customer insights by Copilot Store report insights by Copilot Enable Copilot statement posting summaries Streamline your merchandising process with Copilot-based insights Use Copilot in site builder to enrich product detail pages Merchandise products and services Product information Manage | https://learn.microsoft.com/en-us/dynamics365/commerce/ | [
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POS extension basics POS user interface visual configurations Use Enable Copilot experiences Customer insights by Copilot Store report insights by Copilot Enable Copilot statement posting summaries Streamline your merchandising process with Copilot-based insights Use Copilot in site builder to enrich product detail pages Merchandise products and services Product information Manage attributes and attribute groups Retail sales price management Retail discounts Inventory availability for online and retail channels Manage orders Customer orders in point of sale (POS) Create returns in point of sale (POS) Distributed order management (DOM) Manage customers Loyalty Clienteling overview Manage financials Statements Edit and audit online order and asynchronous customer order transactions Manage worker tasks Task management overview Configure task management Create task lists and add tasks Assign task lists to stores or employees Manage your e-commerce site E-commerce site overview Create an e-commerce site Ways to add content Digital asset management Make your site compliant Related products Dynamics 365 Fraud Protection Help protect your revenue and customers with adaptive AI that continuously learns to protect you against payment fraud, bots, account takeover, and returns and discounts fraud. Dynamics 365 Supply Chain Management Supply Chain Management allows you to provide the right services and products to your customers, manage relationships, drive targeted campaigns, and provide a great customer experience. Dynamics 365 Intelligent Order Management Centrally manage orders from capture to fulfillment using real-time inventory data tools. Meet growing digital commerce needs and scale easily to support contemporary methods. Drive business sales and manage top line revenue. Dynamics 365 Sales Dynamics 365 Sales enables salespeople to build strong relationships with their customers, take actions based on insights, and close deals faster. Dynamics 365 Finance Reimagine your financial models to prepare, respond, and thrive in the face of disruption. en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/dynamics365/commerce/ | [
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All Azure product tags - Microsoft Q&A Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge All Azure product tags 169 tags Avere vFXT for Azure An Azure service used to run high-performance, file-based workloads in the cloud. 3 questions Sign in to follow Follow Azure IoT Plug and Play A Microsoft technology based on an open modeling language that enables developers to connect internet of things (IoT) devices to the cloud without having to write any code. 19 questions Sign in to follow Follow Azure Advisor An Azure personalized recommendation engine that helps users follow best practices to optimize Azure deployments. 124 questions Sign in to follow Follow Azure AI Anomaly Detector An Azure service that identifies anomalies and defects early with time-series detection. 2 questions Sign in to follow Follow Azure AI Bot Service An Azure service that provides an integrated environment for bot development. 933 questions Sign in to follow Follow Azure AI Content Safety An Azure service that enables users to identify content that is potentially offensive, risky, or otherwise undesirable. Previously known as Azure Content Moderator. 46 questions Sign in to follow Follow Azure AI Custom Vision An Azure artificial intelligence service and end-to-end platform for applying computer vision to specific domains. 288 questions Sign in to follow Follow Azure AI Document Intelligence An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer. 2,056 questions Sign in to follow Follow Azure AI Immersive Reader An Azure Applied AI Service that embeds text reading and comprehension capabilities into your applications. 31 questions Sign in to follow Follow Azure AI Language An Azure service that provides natural language capabilities including sentiment analysis, entity extraction, and automated question answering. 510 questions Sign in to follow Follow Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure AI Personalizer An Azure artificial intelligence service that enables applications to personalize user experiences by learning from collective real-time user behavior. 34 questions Sign in to follow Follow Azure AI Search An Azure search service with built-in artificial intelligence capabilities that enrich information to help identify and explore relevant content at scale. 1,304 questions Sign in to follow Follow Azure AI services A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable. 3,471 questions Sign in to follow Follow Azure AI Speech An Azure service that integrates speech processing into apps and services. 2,015 questions Sign in to follow Follow Azure AI Video Indexer An Azure video analytics service that uses AI to extract actionable insights from stored videos. 100 questions Sign in to follow Follow Azure Analysis Services An Azure service that provides an enterprise-grade analytics engine. 477 questions Sign in to follow Follow Azure API | https://learn.microsoft.com/en-us/answers/products/133/azure | [
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Semantic Kernel documentation | Microsoft Learn Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Semantic Kernel documentation Learn to build robust, future-proof AI solutions that evolve with technological advancements. Getting Started Introduction to Semantic Kernel Supported Languages Semantic Kernel Quick Start Learn how to use Semantic Kernel Check out samples for Semantic Kernel Concepts Kernel Plugins Memory Frameworks Process Framework Agent Framework Enterprise Components Observability Security Filters Connect with us Read the Semantic Kernel blog Get in touch with the community en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/semantic-kernel/ | [
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Connect to the SQL Server Database Engine - SQL Server | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Connect to the Database Engine Article 2025-02-07 1 contributor Feedback In this article This article provides a high level overview for connecting to the SQL Server Database Engine, used by the following products and services: SQL Server Azure SQL Database Azure SQL Managed Instance Analytics Platform System (PDW) Azure Synapse Analytics Prerequisites You connect to the Database Engine using a client tool or client library . Client tools run in a graphical user interface (GUI), or a command-line interface (CLI). The following table describes some of the more common client tools. Client tool Type Operating system SQL Server Management Studio (SSMS) GUI Windows MSSQL extension for Visual Studio Code GUI Windows, macOS, Linux sqlcmd CLI Windows, macOS, Linux bcp CLI Windows, macOS, Linux Note Client tools include at least one client library. For more information about connecting with a client library, see Connection modules for Microsoft SQL Database . Connection options When you connect to the Database Engine, you must provide an instance name (that is, the server or instance where the Database Engine is installed), a network protocol , and a connection port , in the following format: [<protocol>:]<instance>[,<port>] The protocol and port are optional because they have default values. Depending on the client tool and client library, they can be skipped. Note If you use a custom TCP port for connecting to the Database Engine, you must separate it with a comma ( , ), because the colon ( : ) is used to specify the protocol. Setting Values Default Details Protocol tcp (TCP/IP), np (named pipes), or lpc (shared memory). np is the default when connecting to SQL Server. tcp is the default when connecting to Azure SQL services. Protocol is optional, and is frequently excluded when connecting to SQL Server on the same computer as the client tool. For more information, see Network protocol considerations in the next section. Instance The name of the server or instance. For example, MyServer or MyServer\MyInstance . localhost If the Database Engine is located on the same computer as the client tool, you might be able to connect using localhost , 127.0.0.1 , or even . (a single period). If you're connecting to a named instance, you must specify the server name and the instance name, separated by a slash. For example, MyServer\MyInstance . | https://learn.microsoft.com/en-us/sql/sql-server/connect-to-database-engine | [
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on the same computer as the client tool, you might be able to connect using localhost , 127.0.0.1 , or even . (a single period). If you're connecting to a named instance, you must specify the server name and the instance name, separated by a slash. For example, MyServer\MyInstance . A named instance on the local machine is specified by .\MyInstance . SQL Server Express uses MyServer\SQLEXPRESS . Port Any TCP port. 1433 The default TCP port for connecting to the default instance of SQL Server is 1433 . However, your infrastructure team might configure custom ports. SQL Server on Windows, including SQL Server Express edition, can be configured as a named instance and might also have a custom port. For connecting to Azure SQL services, see the Connect to Azure SQL section. For more information about custom ports with SQL Server, see SQL Server Configuration Manager . Network protocol considerations For SQL Server on Windows, when you connect to an instance on the same machine as the client tool, and depending on which edition is installed, the default protocol can be configured with multiple protocols, including named pipes ( np ), TCP/IP ( tcp ), and shared memory ( lpc ). Use the shared memory protocol for troubleshooting when you suspect the other protocols are configured incorrectly. If you connect to SQL Server over a TCP/IP network, make sure that TCP/IP is enabled on the server as well. TCP/IP might be disabled by default on installations of SQL Server. For more information, see Default SQL Server Network Protocol Configuration . Connections to Azure SQL services, SQL Server on Linux, and SQL Server in containers, all use TCP/IP. For both Azure SQL Database and Azure SQL Managed Instance, see Connect and query articles . Connect to Azure SQL This section provides information on connecting to Azure SQL services. Azure SQL Database Azure SQL Managed Instance SQL Server on Azure VM To quickly connect to and query an Azure SQL Database from the Azure portal, use the Azure portal Query editor for Azure SQL Database . For external connections, be aware of the secure-by-default Azure SQL Database database-level firewall . Examples for application connections are available: Use .NET and the Microsoft.Data.SqlClient library Use .NET and EF Core Use Python with pyodbc Use Node.js with mssql Connect to an Azure SQL Managed Instance in the same ways you connect to a SQL Server instance, see Connect your application to Azure SQL Managed Instance . You can also configure a point-to-site connection to Azure SQL Managed Instance from on-premises or connect to Azure SQL Managed Instance from an Azure VM . Azure SQL Managed Instance can enforce a minimum Transport Layer Security (TLS) version for application connections. For more information, see Configure minimal TLS version in Azure SQL Managed Instance . Connect to the Public IP address of the VM. For an example, see Connect to SQL Server on a Windows virtual machine in the Azure portal . Connect to SQL Server This | https://learn.microsoft.com/en-us/sql/sql-server/connect-to-database-engine | [
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version for application connections. For more information, see Configure minimal TLS version in Azure SQL Managed Instance . Connect to the Public IP address of the VM. For an example, see Connect to SQL Server on a Windows virtual machine in the Azure portal . Connect to SQL Server This section provides information on connecting to SQL Server. Connect to SQL Server on the same machine as the client You can connect to the local machine using named pipes ( np ), shared memory ( lpc ), or TCP/IP ( tcp ). Shared memory is the fastest, because it doesn't use the network interface. Note If you use an IP address for your instance name and don't specify tcp , the protocol defaults to np (named pipes) if it's a configured protocol. A named instance has a dynamically assigned TCP port. If you want to connect to a named instance, the SQL Server Browser service must be running on the server. Connect to a default SQL Server instance on the same machine If you're connecting to a server configured with default settings, use one of the following options: localhost 127.0.0.1 . (a single period) If you're connecting to a custom TCP port, such as 51433 , use one of the following options: tcp:localhost,51433 127.0.0.1,1433 Connect to a SQL Server named instance on the same machine In this example, the named instance is called MyInstance . Make sure the SQL Server Browser service is running, and use one of the following options: localhost\MyInstance 127.0.0.1\MyInstance .\MyInstance Connect to SQL Server on the network You can connect using a server name or an IP address. In this example, the server name MyServer resolves to 192.10.1.128 . Connect to a default SQL Server instance on the network, using named pipes To connect to a server on the local network with named pipes, use one of the following options: MyServer np:MyServer Note On a local area network, connecting with TCP/IP might be faster than with named pipes. Connect to a default SQL Server instance on the network, using TCP/IP If you're connecting to a server configured with default TCP port 1433 , use one of the following options: tcp:MyServer tcp:192.10.1.128 If you're connecting to a server configured with a custom TCP port, such as 51433 , use one of the following options: MyServer,51433 tcp:MyServer,51433 192.10.1.128,51433 tcp:192.10.1.128,51433 Connect to a SQL Server named instance on the network, using TCP/IP In this example, the named instance is called MyInstance . Make sure the SQL Server Browser service is running on the server, and use one of the following options: tcp:MyServer\MyInstance tcp:192.10.1.128\MyInstance Run a Transact-SQL query Once you connect successfully to the Database Engine using a client tool, you can execute a Transact-SQL (T-SQL) query or script. Tip In SQL Server Management Studio and Visual Studio Code, paste or type the query into a new query window. For more information about running T-SQL queries in client tools, see: SQL Server Management Studio (SSMS) MSSQL extension for Visual Studio | https://learn.microsoft.com/en-us/sql/sql-server/connect-to-database-engine | [
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you can execute a Transact-SQL (T-SQL) query or script. Tip In SQL Server Management Studio and Visual Studio Code, paste or type the query into a new query window. For more information about running T-SQL queries in client tools, see: SQL Server Management Studio (SSMS) MSSQL extension for Visual Studio Code sqlcmd utility Azure portal query editor (Azure SQL Database) SQL query editor (SQL database in Microsoft Fabric) Note Some tools require a batch separator to know that a query is ready to be executed. For example, you might need to put the GO separator at the end of a T-SQL query in sqlcmd to make sure that the T-SQL query runs. Get help Create a valid connection string using the shared memory protocol Create a valid connection string using TCP/IP Troubleshoot connectivity issues in SQL Server Trace the network authentication process to the Database Engine Related content What is SQL Server Management Studio (SSMS)? What is the MSSQL extension for Visual Studio Code? Configure Database Engine Instances (SQL Server) sqlcmd utility Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/sql/sql-server/connect-to-database-engine | [
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Azure AI Metrics Advisor - Microsoft Q&A Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Microsoft Q&A Azure AI Metrics Advisor 84 questions An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. Browse all Azure tags Sign in to follow Follow Filters Filter Content All questions 84 No answers 22 Has answers 62 No answers or comments 12 With accepted answer 15 84 questions with Azure AI Metrics Advisor tags Sort by: Updated Updated Created Answers 1 answer One of the answers was accepted by the question author. Azure OpenAI application usage We have a RAG app deployed in Azure. It's the one that comes "out of the box" after grounding it to our data. We have over 200 people using the application and would like to track usage such as the following: User visits per day Number of… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2025-04-21T17:16:14.8966667+00:00 Pockey, Philip 20 Reputation points accepted 2025-04-22T18:58:04.6166667+00:00 Pockey, Philip 20 Reputation points 1 answer Token consumption Hi, I wanted to check how many tokens are being used up by different models in azure openai, in the metrics section I am not able to see the exact token usage. On the count aggeration it is giving 4 what is that suppose to indicate. I have option for… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure OpenAI Service Azure OpenAI Service An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities. 4,011 questions Sign in to follow Follow asked 2025-01-21T11:02:10.5733333+00:00 Mansi Gusain 415 Reputation points commented 2025-01-27T08:20:31.7066667+00:00 kothapally Snigdha 2,750 Reputation points • Microsoft External Staff • Moderator 1 answer Discrepancies in Evaluation Metrics for Identical Outputs in Azure AI Studio Using GPT-3.5-Turbo Prompt Flows Hi, I have a question about evaluation metrics for question-answering with context using GPT-3.5-turbo in Prompt Flow. I created two prompt flows to generate model answers and assess performance metrics. Both flows have identical structures, with the… Azure Monitor Azure Monitor An Azure service that is used to collect, analyze, and act on telemetry data from Azure and on-premises environments. 3,607 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure OpenAI Service Azure OpenAI Service An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities. 4,011 questions Sign in to follow Follow Azure AI Language Azure AI Language An Azure service that provides natural language capabilities including sentiment analysis, entity extraction, and | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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in to follow Follow Azure OpenAI Service Azure OpenAI Service An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities. 4,011 questions Sign in to follow Follow Azure AI Language Azure AI Language An Azure service that provides natural language capabilities including sentiment analysis, entity extraction, and automated question answering. 510 questions Sign in to follow Follow Azure AI services Azure AI services A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable. 3,471 questions Sign in to follow Follow asked 2024-09-04T12:02:43.39+00:00 Kornkamol 0 Reputation points answered 2024-09-06T17:24:03.52+00:00 Amira Bedhiafi 31,501 Reputation points • Moderator 0 answers Azure AI Document Intelligence latency in metrics tab is showing less than 1 sec but in our application it's taking more than 5,6 sec even sometime more than 10 sec. is metrics tab data is wrong or any issue with my implementation? Hi, Azure AI Document Intelligence latency in metrics tab is showing less than 200ms but in our application it's taking more than 5,6 sec even sometime more than 10 sec for every request. is metrics tab data is wrong or any issue with my… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure AI Document Intelligence Azure AI Document Intelligence An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer. 2,056 questions Sign in to follow Follow asked 2024-08-09T11:53:04.0533333+00:00 Anurag Singh 0 Reputation points edited a comment 2024-08-27T08:16:05.05+00:00 romungi-MSFT 48,851 Reputation points • Microsoft Employee • Moderator 1 answer Active worker nodes usage in HDinsight cluster for the period of last one year Hi Team, Can someone help us to get the Active worker nodes usage in HDinsight cluster for the period of last one year. Thanks & Regards, Udaya Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure HDInsight Azure HDInsight An Azure managed cluster service for open-source analytics. 225 questions Sign in to follow Follow asked 2022-01-24T12:50:17.057+00:00 UDAYA SRINIVASARAO KOTHAMASU 1 Reputation point commented 2024-06-20T13:36:43.6766667+00:00 golla mamatha 0 Reputation points 0 answers Model Data Collector - Preprocessor Status Queued stuck. Hello, I am facing some issues while setting up my monitoring tools. The status of the Model Data Collector - Preprocessor is stuck on "Queued". I have 12 quotas available in my subscription, so I am unsure why the job is waiting for an… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2024-03-01T22:49:43.75+00:00 Michael Huynh 0 Reputation points commented 2024-03-18T23:57:50.2366667+00:00 Michael Huynh 0 Reputation points 1 answer Retrieving Evaluation Metrics from Azure AI Studio using C# I am working on fetching evaluation metrics like groundedness and coherence from Azure AI Studio using C#. | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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issues. 84 questions Sign in to follow Follow asked 2024-03-01T22:49:43.75+00:00 Michael Huynh 0 Reputation points commented 2024-03-18T23:57:50.2366667+00:00 Michael Huynh 0 Reputation points 1 answer Retrieving Evaluation Metrics from Azure AI Studio using C# I am working on fetching evaluation metrics like groundedness and coherence from Azure AI Studio using C#. The Microsoft documentation provides Python code, but I couldn't find equivalent C# examples. I have tried using the Metrics library for C#, but it… Azure AI Search Azure AI Search An Azure search service with built-in artificial intelligence capabilities that enrich information to help identify and explore relevant content at scale. 1,304 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure OpenAI Service Azure OpenAI Service An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities. 4,011 questions Sign in to follow Follow Azure AI services Azure AI services A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable. 3,471 questions Sign in to follow Follow asked 2024-03-14T12:38:34.7533333+00:00 Saravan S 0 Reputation points answered 2024-03-14T22:29:25.8633333+00:00 Grmacjon-MSFT 19,076 Reputation points • Moderator 1 answer Log Analytics Workspace not showing Azure SQL logs Is there a particular reason why my Analytics Logs in workspace will not show my SQL database that configured to have Diagnostics Logs recorded onto this workspace in Azure? Diagnostics Logs enabled for an Azure SQL database > configured the logs to… Azure SQL Database Azure SQL Database An Azure relational database service. 6,256 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2024-01-19T19:50:16.08+00:00 Maria Sales 0 Reputation points answered 2024-01-19T20:01:58.6333333+00:00 Pinaki Ghatak 5,600 Reputation points • Microsoft Employee • Moderator 2 answers Azure Web App metrics - Memory working set does not show correct memory usage We have a web app and there are some process running in the webapp, as we can see in below image that 9.8gb of memory is being utilized, But in web app metrics there is no spike at all in metric "Average Memory working set/Memory working set",… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure App Service Azure App Service Azure App Service is a service used to create and deploy scalable, mission-critical web apps. 8,809 questions Sign in to follow Follow Azure Static Web Apps Azure Static Web Apps An Azure service that provides streamlined full-stack web app development. 1,158 questions Sign in to follow Follow asked 2023-10-18T06:10:55.02+00:00 Maxim Joyal 15 Reputation points commented 2024-01-02T11:39:07.6033333+00:00 Veronika Khlobas 0 Reputation points 1 answer Time Series Analysis Tools to Replace Metrics Advisor I am working on designing alerting system based | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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Apps An Azure service that provides streamlined full-stack web app development. 1,158 questions Sign in to follow Follow asked 2023-10-18T06:10:55.02+00:00 Maxim Joyal 15 Reputation points commented 2024-01-02T11:39:07.6033333+00:00 Veronika Khlobas 0 Reputation points 1 answer Time Series Analysis Tools to Replace Metrics Advisor I am working on designing alerting system based on Metric Advisor. However, came across the new notification about "Metrics Advisor is being retired in October 2026." Can we still grassroot projects based on Metric Advisor? Are there any… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-10-09T19:52:49.1+00:00 Snehal Adsule 0 Reputation points • Microsoft Employee edited an answer 2023-10-17T07:36:46.49+00:00 romungi-MSFT 48,851 Reputation points • Microsoft Employee • Moderator 1 answer Get-AzMetric command is returning error when trying to access App Service Plan metrics $metricParams = @{ ResourceId = "/subscriptions/$($subscriptionId)/resourceGroups/$($resourceGroup)/providers/Microsoft.Web/serverfarms/$($appServicePlanName)/Metrics" MetricName = "CPU Percentage" Aggregation =… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow PowerShell PowerShell A family of Microsoft task automation and configuration management frameworks consisting of a command-line shell and associated scripting language. 2,953 questions Sign in to follow Follow Azure App Service Azure App Service Azure App Service is a service used to create and deploy scalable, mission-critical web apps. 8,809 questions Sign in to follow Follow asked 2023-09-20T17:49:19.6633333+00:00 Jorge Ignacio González Méndez 1 Reputation point edited the question 2023-10-03T05:23:45.1933333+00:00 SwathiDhanwada-MSFT 18,916 Reputation points • Moderator 2 answers What does Azure SQL MI space used Metrics value represents? What is this metrics value means in Azure SQL MI represents as the value is different from actual storage space used. Is it the used space by the data or total space used including log files and other files? Azure SQL Database Azure SQL Database An Azure relational database service. 6,256 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-08-28T05:56:14.2033333+00:00 Faisal kayani 5 Reputation points commented 2023-09-26T06:07:14.2666667+00:00 Faisal kayani 5 Reputation points 1 answer Is there some way to create the metrics based on the logs from the azure console ? I have a requirement to filter the logs based on error code and create a metrics for that ? I have a requirement from from the container logs i need to filter out the logs with error and create a metrics from the azure console. Is there some way to achieve this from the console , as i see there seems no option to create the metrics from logs on… Azure Monitor Azure Monitor An Azure service that is used to collect, analyze, and act on telemetry data from Azure and on-premises environments. 3,607 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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there seems no option to create the metrics from logs on… Azure Monitor Azure Monitor An Azure service that is used to collect, analyze, and act on telemetry data from Azure and on-premises environments. 3,607 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-06-21T13:45:28.4333333+00:00 Srinivas Kabadi 0 Reputation points commented 2023-06-27T05:04:46.05+00:00 AnuragSingh-MSFT 21,541 Reputation points • Moderator 1 answer How to check how long message stay in Service Bus Hello Support team! In our project we are using azure service bus and azure functions. We are faced performance issues. So we want to check how long the message stay in service bus: average, 50 percentile, 99 percentile. Is it possible to check this time… Azure Service Bus Azure Service Bus An Azure service that provides cloud messaging as a service and hybrid integration. 690 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-06-09T08:16:01.3+00:00 Yana Lysenkova 20 Reputation points commented 2023-06-12T12:08:08.0766667+00:00 navba-MSFT 27,520 Reputation points • Microsoft Employee • Moderator 2 answers How to calculate the network percentage of virtual machines with its utilization metrics ? there will be different sizes of vms with different capacities so any formula to calculate it ? So i am trying to calculate the network % of virtual machines as it is shown in advisory but could not able to crack the formula for it. Virtual machine are of different sizes and contains different metrics . So we need proper formula to get the network… Azure Virtual Machines Azure Virtual Machines An Azure service that is used to provision Windows and Linux virtual machines. 8,851 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure Advisor Azure Advisor An Azure personalized recommendation engine that helps users follow best practices to optimize Azure deployments. 124 questions Sign in to follow Follow asked 2023-06-07T09:45:12.7133333+00:00 Shiva Karthik Rallabandi 5 Reputation points commented 2023-06-12T02:29:30.47+00:00 Shiva Karthik Rallabandi 5 Reputation points 2 answers One of the answers was accepted by the question author. Azure Metrics Alert Threshold Value Question Hello, I am having a hard time trying to understand these threshold values: I have a vm that has 89.3 percent free I want an Azure Metric to send an alert when the free space is less than 15 percent. So i am testing out this Signal. How should i be… Azure Monitor Azure Monitor An Azure service that is used to collect, analyze, and act on telemetry data from Azure and on-premises environments. 3,607 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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am testing out this Signal. How should i be… Azure Monitor Azure Monitor An Azure service that is used to collect, analyze, and act on telemetry data from Azure and on-premises environments. 3,607 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-05-31T12:41:10.31+00:00 LaVar Blalock 115 Reputation points accepted 2023-06-01T20:09:04.8866667+00:00 LaVar Blalock 115 Reputation points 1 answer One of the answers was accepted by the question author. Logs fields loged by Azure for APIM Hello , I want to understand the below fields that generated in my azure logs for infrastructure . Azure API Management Azure API Management An Azure service that provides a hybrid, multi-cloud management platform for APIs. 2,405 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-01-17T08:53:16.7266667+00:00 Upasana Ghosh 351 Reputation points edited a comment 2023-05-24T16:06:05.6333333+00:00 Upasana Ghosh 351 Reputation points 2 answers Azure Advisor 'Shutdown or resize your virtual machine' Cost recommendation. I'm trying to see if there is a way of changing Azure Advisor Cost recommendations so that they look at a virtual machines performance over a month, rather than a week? In particular it is the 'Shut down or resize your virtual machine' recommendation I… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2021-01-08T19:02:48.92+00:00 Egg 1 Reputation point answered 2023-04-14T12:28:27.71+00:00 ROY RICHARDSON 0 Reputation points 1 answer How can I contact the Azure Metrics Advisor team to add more connection methods for DataLake? I am from Dynamics 365 SCM team. Our team is very interested with Azure Metrics Advisor and try to connect our datasource to it. But we find our datasource Dataverse is not included in it. And we also tried to connect it with Dataverse managed DataLake.… Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow asked 2023-04-10T04:02:50.3233333+00:00 Yiren Li 0 Reputation points • Microsoft Employee edited an answer 2023-04-10T14:39:16.0833333+00:00 romungi-MSFT 48,851 Reputation points • Microsoft Employee • Moderator 1 answer One of the answers was accepted by the question author. Azure Log Search API to Grab Information Hello, Thanks ahead of time for any information you can provide. What I am attempting to do is this. I have a custom query that grabs the heal status of our vm. The in that query results i have the vms information like it if is health or unhealthy so… Azure Analysis Services Azure Analysis Services An Azure service that provides an enterprise-grade analytics engine. 477 questions Sign in to follow Follow Azure Virtual Machines Azure Virtual Machines An Azure service | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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vm. The in that query results i have the vms information like it if is health or unhealthy so… Azure Analysis Services Azure Analysis Services An Azure service that provides an enterprise-grade analytics engine. 477 questions Sign in to follow Follow Azure Virtual Machines Azure Virtual Machines An Azure service that is used to provision Windows and Linux virtual machines. 8,851 questions Sign in to follow Follow Azure AI Metrics Advisor Azure AI Metrics Advisor An Azure artificial intelligence analytics service that proactively monitors metrics and diagnoses issues. 84 questions Sign in to follow Follow Azure Event Hubs Azure Event Hubs An Azure real-time data ingestion service. 711 questions Sign in to follow Follow asked 2023-03-24T20:21:10.3366667+00:00 LaVar Blalock 115 Reputation points commented 2023-03-27T01:46:50.27+00:00 kobulloc-MSFT 26,721 Reputation points • Microsoft Employee • Moderator 1 ... 1 2 3 4 5 ... 5 en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/tags/149/azure-metrics-advisor/ | [
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Prepare for go-live - Finance & Operations | Dynamics 365 | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Prepare for go-live Article 2024-10-28 5 contributors Feedback In this article This article provides guidance about how to prepare for the go-live for finance and operations apps. To ensure that the production environment is used for live operations, Microsoft provisions the production instance when the solution is ready and after project readiness is validated as part of the Go-live Readiness Review with Microsoft. For more information about the environments in your subscription, see the Licensing guide . Note Most projects are required to use the FastTrack for Dynamics 365 implementation portal for their Go-live Readiness Review with Microsoft. If you have a Microsoft FastTrack Solution Architect assigned to your implementation project, reach them before creating a new project to avoid duplicate projects/reviews being created. The Microsoft FastTrack Solution Architect can work with you on the Go-Live review and guides you on the process to follow. For answers to common questions about go-live, see the Go-live FAQ . The following table lists the key steps in the go-live process. Step Duration/When Who Notes Validation of prerequisites A project is close to the end of the testing phase, and you're planning the go-live review. Customer/Partner For more information, see the Go-live Readiness Review prerequisites section. Go-live Readiness Review with Microsoft No later than four weeks before the go-live Customer/Partner submits answers to review questions in the FastTrack for Dynamics 365 implementation portal. Microsoft FastTrack provides a review report. For more information, see the Go-live Readiness Review with Microsoft section. Go-live review workshop with Microsoft (only for eligible projects) The workshop is part of the Go-live Readiness Review. Microsoft FastTrack together with the project team This step applies only to eligible projects that have FastTrack engagement . For more information about the workshop, see Go-live Readiness workshops . Production deployment Production deployment can be initiated as soon as the Go-live Readiness Review is completed. After deployment is triggered, production deployment takes approximately 30 minutes. Customer/Partner triggers the deployment in Microsoft Dynamics Lifecycle Services. After the go-live review is successfully completed, the Configure button is enabled for the production environment. Selection of this button triggers the production deployment . Deployable package installation An average of 30 minutes Customer/Partner Follow the instructions in Promote an update to production environments . The packages must contain all the models and binaries | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/fin-ops/imp-lifecycle/prepare-go-live | [
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is successfully completed, the Configure button is enabled for the production environment. Selection of this button triggers the production deployment . Deployable package installation An average of 30 minutes Customer/Partner Follow the instructions in Promote an update to production environments . The packages must contain all the models and binaries consolidated into all-in-one deployable packages . Data migration to production The duration/time depends on the method that is used. Customer/Partner Cutover activities The duration/time depends on the project. Customer/Partner Go-live Customer/Partner Go-live Readiness Review prerequisites The project team should validate solution readiness. The following prerequisites must be met before the Go-live Readiness Review with Microsoft can be initiated. The production environment can be deployed after the Go-live Readiness Review with Microsoft is successfully completed. User acceptance testing (UAT) and performance testing is complete or almost completed in a Tier-2 (or higher) environment. Tier-1 environments must not be used for UAT or performance testing. For more information, see Tier-1 vs. Tier-2 and higher . For information about how to identify the correct sandbox environment tier, based on your transaction volumes, see Selecting the correct Tier-2 or higher environment . During the UAT phase, test all the business processes that you've implemented and any customizations that you made. Test cases should cover the entire scope of requirements. Use migrated data for testing. This data should include master data and opening balances, even if they aren't yet final. Use the correct security roles for testing, including default roles and custom roles that are assigned to users. Make sure that the solution complies with any company-specific and industry-specific regulatory requirements. Obtain approval from the customer. Performance testing is a crucial part of validating the readiness of your solution. For detailed guidance about the recommended practices, review the Performance Testing Techtalks . The environment version that is planned for the go-live complies with the Software lifecycle policy . If you use Commerce Scale Units (CSU), the CSU version must be in sync with the environment version. For more information, see Component dependencies . Key customer team members are added to the Lifecycle Services project. A generic service account that's used to deploy the production environment is added to Lifecycle Services. All licenses that are required for go-live were purchased in the correct tenant. After all licenses are purchased, the final subscription estimator is uploaded and activated in Lifecycle Services. For more information, see Subscription estimator in Lifecycle Services . The Customization analysis report (CAR) is run, and critical issues are addressed. For more information, see Customization Analysis Report (CAR) . The go-live date in Lifecycle Services correctly represents the go-live date that you're targeting. This date is the date when end users start live operations, not cutover activities. All relevant tasks and phases in the Lifecycle Services methodology are complete. Production can be deployed only after all phases, including the Test phase, are complete. To complete a phase in Lifecycle Services, first complete every required step in that phase. When all the steps in a | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/fin-ops/imp-lifecycle/prepare-go-live | [
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not cutover activities. All relevant tasks and phases in the Lifecycle Services methodology are complete. Production can be deployed only after all phases, including the Test phase, are complete. To complete a phase in Lifecycle Services, first complete every required step in that phase. When all the steps in a phase are complete, you can complete the whole phase. You can always reopen a phase later if you must make changes. The process of completing a step has two parts: Do the actual work, such as a fit-gap analysis or UAT. Mark the corresponding step in the Lifecycle Services methodology as you complete it. Complete the steps in the methodology as you make progress with the implementation. Don't wait until the last minute. Go-live Readiness Review with Microsoft All finance and operations apps customers must complete a Go-live Readiness Review with the Microsoft FastTrack for Dynamics 365 team before production environments can be deployed. The main purpose of the review is to assess project readiness and help you have a smooth and successful go-live experience. Lifecycle Services project users receive an email reminder about the Go-live Readiness Review, based on the go-live date in Lifecycle Services. The review might require up to three business days for the initial report, plus more time for any risk mitigation that is required. Determine an appropriate time to start this review, so that you can meet the go-live timeline. For most projects, the Go-live Readiness Review is done in the FastTrack for Dynamics 365 implementation portal. Note There are three exceptions that don't use the FastTrack for Dynamics 365 implementation portal: GCC and GCC High projects - Projects that are in the United States (US) Government Community Cloud (GCC) or US Government Community Cloud High (GCC High) . - Download the Go-live checklist , fill in all necessary details, and send it via email to d365fogccglr@microsoft.com to start the Go-Live process. Always include a key stakeholder from the customer and the implementation partner on the email. Microsoft FastTrack reviews the project and follows up. Tenant moves - For projects that are already live, but planning to move the live solution to a new tenant if the solution is not changing, completing a new Go-live Readiness review is not necessary. Follow the steps described in Move your production environment to the new tenant to get the production slot enabled on the new tenant. HR migration projects - Projects that migrate from the Microsoft Dynamics 365 Human Resources standalone application to finance and operations infrastructure should follow the process described in Human Resources migration go-live readiness review . Initiate the Go-live readiness review in the portal Note If you have a Microsoft FastTrack Solution Architect assigned to your implementation project, reach them before creating a new project using following steps in the portal to avoid duplicate projects/reviews being created. The Microsoft FastTrack Solution Architect can work with you on the Go-Live review and guides you on the process to follow. There are two options to proceed | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/fin-ops/imp-lifecycle/prepare-go-live | [
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to your implementation project, reach them before creating a new project using following steps in the portal to avoid duplicate projects/reviews being created. The Microsoft FastTrack Solution Architect can work with you on the Go-Live review and guides you on the process to follow. There are two options to proceed with the Go-live readiness review. You can choose either one of the following options. Option 1 - Self-Service Create/Join the Project in the Dynamics 365 Implementation Portal. Option 2 - Share details with Microsoft to create the Project Note Option 2 will be deprecated in the future. Option 1 - Self-service create/join the project in the Dynamics 365 Implementation Portal Submitting the Go-live readiness review can be performed by partners and customer in the Dynamics 365 Implementation portal without involving Microsoft. The Onboarding Wizard in the Implementation portal has simplified the steps to create the project, add the admin and users, and submitting the Go-Live review for self-service. Create the project in Implementation portal. For more information about creating and joining the project, see Create or join a project in the Implementation Portal . Ensure that the project admin on the project is from the customer organization. This user from the customer organization can then add more users and serve as the key participant in the Go-live readiness review. For more information about adding users, see Admin section. Once the project is created, the project team can create and perform the Go-live readiness review in the portal using the guidance in the Portal Help article . All users who have registered on portal can access this article. Note If you follow this method, you don't need to follow the steps in Option 2. To continue, see the submit the review section later in this article. Option 2 - Share details with Microsoft to create the Project Follow the below steps if you have any issues creating the project via the Dynamics 365 Implementation Portal/blocked from creating project due to any other reason. This option will be deprecated in the future, and we highly encourage you to follow Option 1 whenever possible. The project team decides who from the customer organization is the admin for the project on Portal and a key participant of the Go-live Readiness review. Admin access to the project on Portal can be granted only to the member of the customer organization. Microsoft grants access to this user and this user manages access for other team members. Project team sends an e-mail to d365fogl@microsoft.com and includes the following information: Confirmation that the project is ready to start the Go-live Readiness Review. Carefully review prerequisites for the Go-live readiness review that are described in the earlier section of this article. Confirmation of the Lifecycle Services project ID or Lifecycle Services project URL. Confirmation of the planned Go-live date (when live operations start in Production). Make sure this date is reflected in the Lifecycle Services correctly. Confirmation by when it's required to have Production environment deployed. Building a cutover | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/fin-ops/imp-lifecycle/prepare-go-live | [
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this article. Confirmation of the Lifecycle Services project ID or Lifecycle Services project URL. Confirmation of the planned Go-live date (when live operations start in Production). Make sure this date is reflected in the Lifecycle Services correctly. Confirmation by when it's required to have Production environment deployed. Building a cutover plan allows to determine by which date environment should be available. Confirmation who should be granted admin access for this project on Portal. It's required that admin access is granted to the member of the customer organization (unless it's an internal implementation by the partner). Indicate in the e-mail if it's an internal implementation for a partner organization. Microsoft grants the key review participant from the customer organization admin access to the project and confirms that this task is completed by responding to the email. The admin adds more project team members. Project team creates the review in the portal by following the guidance in the Portal Help article . All users who have registered on portal can access this article. Note If you encounter any issue with the portal, contact the portal Support team by selecting Contact us in the upper-right corner of the portal or sending an email to the Support team . In the email, specify the ID of your project in Lifecycle Services, and provide details that describe the issue. Submit the review The project team should provide answers to all questions in the review. The review process in the portal supports multi-user scenarios. Multiple team members can provide details for the go-live review at the same time. When answers are provided to all the questions in the Go-live Readiness Review, submit the review to Microsoft by selecting Submit . After the review is submitted in the portal Microsoft FastTrack reviews the project and provides a report that describes the potential risks, best practices, and recommendations for a successful go-live of the project. The review might require up to three business days for the initial report, plus more time for any risk mitigation that is required. Users who are selected as Review participants in the portal receive email communication that provides updates about the review. When all critical risks are addressed, and the review is completed, Microsoft enables the production environment slot in the Lifecycle Services project. The customer/partner can then trigger the production environment deployment. Production environment deployment Note The production environment must be used exclusively to run your business operations. Don't use it for testing, demo, or training purposes. You are able to do the cutover, and mock the cutover (if a mock cutover is planned), in production. To test the solution, use an appropriate sandbox environment that is designed so that it includes all the elements and services that are required for testing. We recommend that you select a service account for environment deployment. For example, select a generic user account as the admin user of the environments that you deploy. If you select a named user account, you might not be able | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/fin-ops/imp-lifecycle/prepare-go-live | [
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all the elements and services that are required for testing. We recommend that you select a service account for environment deployment. For example, select a generic user account as the admin user of the environments that you deploy. If you select a named user account, you might not be able to access an environment if that user is unavailable. Here are some examples of scenarios where the admin user must access an environment: First sign-in to any environment after initial deployment – The admin user is the only user who can access the environment. First sign-in to a sandbox environment after a database refresh from the production environment – No user accounts except the admin account can sign in. The production environment should be deployed to the same datacenter where your sandbox environments are deployed, and where UAT and performance testing were done. For information about network requirements and how to do latency testing, see Network requirements . Production deployment takes approximately 30 minutes. When deployment is completed, an email notification is sent to the environment administrator. The production environment is sized based on the number of licenses that are allocated to the Lifecycle Services project and the transaction volumes in the Subscription estimator . After production is deployed, the project team can apply the deployable package by following the instructions in Promote an update to production environments and then migrate the data. For data migration, we recommend that you prepare and validate data in a nonproduction environment and then copy the sandbox database to production . Feedback Was this page helpful? Yes No Provide product feedback Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/fin-ops/imp-lifecycle/prepare-go-live | [
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Run Transact-SQL Commands with the sqlcmd Utility - SQL Server | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . sqlcmd utility Article 2025-05-19 13 contributors Feedback In this article Applies to: SQL Server Azure SQL Database Azure SQL Managed Instance Azure Synapse Analytics Analytics Platform System (PDW) SQL database in Microsoft Fabric The sqlcmd utility lets you enter Transact-SQL statements, system procedures, and script files through various modes: At the command prompt. In Query Editor in SQLCMD mode. In a Windows script file. In an operating system ( cmd.exe ) job step of a SQL Server Agent job. Note While Microsoft Entra ID is the new name for Azure Active Directory (Azure AD) , to prevent disrupting existing environments, Azure AD still remains in some hardcoded elements such as UI fields, connection providers, error codes, and cmdlets. In this article, the two names are interchangeable. Find out which version you have installed There are two versions of sqlcmd : The go-mssqldb -based sqlcmd , sometimes styled as go-sqlcmd . This version is a standalone tool you can download independently of SQL Server. The ODBC-based sqlcmd , available with SQL Server or the Microsoft Command Line Utilities, and part of the mssql-tools package on Linux. To determine the installed version, run the following statement at the command line: sqlcmd "-?" sqlcmd "-?" sqlcmd -? sqlcmd (Go) sqlcmd (ODBC) If you're using the new version of sqlcmd (Go), the output is similar to the following example: Version: 1.8.2 Check version You can use sqlcmd --version to determine which version is installed. You should have at least version 1.0.0 installed. If you're using sqlcmd (ODBC), the output is similar to the following example: Microsoft (R) SQL Server Command Line Tool Version 16.0.4025.1 NT Copyright (C) 2022 Microsoft Corporation. All rights reserved. Check version You might have several versions of sqlcmd (ODBC) installed on your computer. Be sure you're using the correct version. You should have at least version 15.0.4298.1 installed. Always Encrypted ( -g ) and Microsoft Entra authentication ( -G ) require at least version 13.1. Note For SQL Server 2014 (12.x) and previous versions, see sqlcmd utility . For using sqlcmd on Linux, see Install sqlcmd and bcp on Linux . Important Installing sqlcmd (Go) via a package manager replaces sqlcmd (ODBC) with sqlcmd (Go) in your environment path. You must close and reopen any current command line sessions for this change to take | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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see sqlcmd utility . For using sqlcmd on Linux, see Install sqlcmd and bcp on Linux . Important Installing sqlcmd (Go) via a package manager replaces sqlcmd (ODBC) with sqlcmd (Go) in your environment path. You must close and reopen any current command line sessions for this change to take effect. sqlcmd (ODBC) isn't removed, and can still be used by specifying the full path to the executable. You can also update your PATH variable to indicate which takes precedence. To do so in Windows 11, open System settings and go to About > Advanced system settings . When System Properties opens, select the Environment Variables button. In the lower half, under System variables , select Path and then select Edit . If the location sqlcmd (Go) is saved to ( C:\Program Files\sqlcmd is default) is listed before C:\Program Files\Microsoft SQL Server\<version>\Tools\Binn , then sqlcmd (Go) is used. You can reverse the order to make sqlcmd (ODBC) the default again. Download and install sqlcmd sqlcmd (Go) sqlcmd (ODBC) sqlcmd (Go) can be installed cross-platform, on Microsoft Windows, macOS, and Linux. Versions newer than 1.6 might not be available in all package managers. There's no estimated date yet for their availability. Windows macOS Linux winget (Windows Package Manager CLI) Install the Windows Package Manager Client if you don't already have it. Run the following command to install sqlcmd (Go). winget install sqlcmd Chocolatey Install Chocolatey if you don't already have it. Run the following command to install sqlcmd (Go). choco install sqlcmd Direct download Download the corresponding -windows-amd64.zip or -windows-arm.zip asset from the latest release of sqlcmd (Go) from the GitHub code repository. Extract the sqlcmd.exe file from the downloaded zip folder. Homebrew Install Homebrew if you need to. /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)" Install sqlcmd with Homebrew. brew install sqlcmd Direct download Download the -darwin-amd64.zip asset from the latest release of sqlcmd (Go) from the GitHub code repository. Extract the sqlcmd file from the downloaded zip folder. apt (Debian/Ubuntu) Import the public repository GPG keys. curl https://packages.microsoft.com/keys/microsoft.asc | sudo tee /etc/apt/trusted.gpg.d/microsoft.asc Add the Microsoft repository, where the ubuntu/20.04 segment might be debian/11 , ubuntu/20.04 , or ubuntu/22.04 . add-apt-repository "$(wget -qO- https://packages.microsoft.com/config/ubuntu/20.04/prod.list)" Install sqlcmd (Go) with apt . apt-get update apt-get install sqlcmd yum (Fedora) Import the Microsoft repository key. rpm --import https://packages.microsoft.com/keys/microsoft.asc Download the repository configuration file, where the fedora/32 segment might be opensuse/42.3 , rhel/8 , or sles/15 . If the version of your OS doesn't directly correspond to one of those options, you might be able to use a repository configuration file from a version. curl -o /etc/yum.repos.d/packages-microsoft-com-prod.repo https://packages.microsoft.com/config/fedora/40/prod.repo Install sqlcmd (Go) with yum . yum install sqlcmd Direct download Download the corresponding -linux-x64.tar.bz2 or -linux-arm.tar.bz2 asset from the latest release of sqlcmd (Go) from the GitHub code repository. Extract the sqlcmd file from the downloaded zip folder. sqlcmd (ODBC) can be installed cross-platform, on Microsoft Windows, macOS, and Linux. Windows Download Microsoft Command Line Utilities 15 for SQL Server (x64) Download Microsoft Command Line Utilities 15 | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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from the latest release of sqlcmd (Go) from the GitHub code repository. Extract the sqlcmd file from the downloaded zip folder. sqlcmd (ODBC) can be installed cross-platform, on Microsoft Windows, macOS, and Linux. Windows Download Microsoft Command Line Utilities 15 for SQL Server (x64) Download Microsoft Command Line Utilities 15 for SQL Server (x86) The command line tools are General Availability (GA), however they're being released with the installer package for SQL Server 2019 (15.x). Version information Release number: 15.0.4298.1 Build number: 15.0.4298.1 Release date: April 7, 2023 Note The sqlcmd download provided here might not have the same release and build number as sqlcmd installed with the latest SQL Server cumulative update (CU). This is expected behavior. This version contains all the fixes included in the latest CU. sqlcmd (ODBC) supports authentication with Microsoft Entra ID ( formerly Azure Active Directory ), including multifactor authentication (MFA) support for Azure SQL Database, Azure Synapse Analytics, and Always Encrypted features. System requirements Windows 7 through Windows 11 Windows Server 2008 through Windows Server 2022 This component requires both the built-in Windows Installer 5 and the Microsoft ODBC Driver 17 for SQL Server . Linux and macOS See Install sqlcmd and bcp on Linux for instructions to install sqlcmd on Linux and macOS. Preinstalled Azure Cloud Shell You can try the sqlcmd utility from Azure Cloud Shell, as it's preinstalled by default: Launch Cloud Shell Azure Data Studio To run SQLCMD statements in Azure Data Studio , select Enable SQLCMD from the editor toolbar. SQL Server Management Studio (SSMS) To run SQLCMD statements in SQL Server Management Studio (SSMS), select SQLCMD Mode from the top navigation Query Menu dropdown list. SSMS uses the Microsoft .NET Framework SqlClient for execution in regular and SQLCMD mode in Query Editor . When sqlcmd is run from the command-line, sqlcmd uses the ODBC driver. Because different default options could apply, you might see different behavior when you execute the same query in SSMS in SQLCMD Mode and in the sqlcmd utility. TDS 8.0 support SQL Server 2025 (17.x) Preview introduces TDS 8.0 support for the the sqlcmd utility. Syntax sqlcmd (Go) sqlcmd (ODBC) Usage: sqlcmd [flags] sqlcmd [command] Examples: # Install/Create, Query, Uninstall SQL Server sqlcmd create mssql --accept-eula --using https://aka.ms/AdventureWorksLT.bak sqlcmd open ads sqlcmd query "SELECT @@version" sqlcmd delete # View configuration information and connection strings sqlcmd config view sqlcmd config cs Available Commands: completion Generate the autocompletion script for the specified shell config Modify sqlconfig files using subcommands like "sqlcmd config use-context mssql" create Install/Create SQL Server, Azure SQL, and Tools delete Uninstall/Delete the current context help Help about any command open Open tools (e.g ADS) for current context query Run a query against the current context start Start current context stop Stop current context Flags: -?, --? help for backwards compatibility flags (-S, -U, -E etc.) -h, --help help for sqlcmd --sqlconfig string configuration file (default "/Users/<currentUser>/.sqlcmd/sqlconfig") --verbosity int log level, error=0, warn=1, info=2, debug=3, trace=4 (default 2) --version print version of sqlcmd | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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the current context start Start current context stop Stop current context Flags: -?, --? help for backwards compatibility flags (-S, -U, -E etc.) -h, --help help for sqlcmd --sqlconfig string configuration file (default "/Users/<currentUser>/.sqlcmd/sqlconfig") --verbosity int log level, error=0, warn=1, info=2, debug=3, trace=4 (default 2) --version print version of sqlcmd Use "sqlcmd [command] --help" for more information about a command. For more in-depth information on sqlcmd syntax and use, see ODBC sqlcmd syntax . Breaking changes from sqlcmd (ODBC) Several switches and behaviors are altered in the sqlcmd (Go) utility. For the most up-to-date list of missing flags for backward compatibility, visit the Prioritize implementation of back-compat flags GitHub discussion. In earlier versions of sqlcmd (Go), the -P switch was temporarily removed, and passwords for SQL Server Authentication could only be provided through these mechanisms: The SQLCMDPASSWORD environment variable The :CONNECT command When prompted, the user could type the password to complete a connection -r requires a 0 or 1 argument -R switch is removed. -I switch is removed. To disable quoted identifier behavior, add SET QUOTED IDENTIFIER OFF in your scripts. -N takes a string value that can be one of true , false , or disable to specify the encryption choice. ( default is the same as omitting the parameter) If -N and -C aren't provided, sqlcmd negotiates authentication with the server without validating the server certificate. If -N is provided but -C isn't, sqlcmd requires validation of the server certificate. A false value for encryption could still lead to the encryption of the login packet. If both -N and -C are provided, sqlcmd uses their values for encryption negotiation. More information about client/server encryption negotiation can be found at MS-TDS PRELOGIN . Important In SQL Server 2025 (17.x) Preview, -N can be o (for optional ), m (for mandatory , the default), or s (for strict ). If you don't include -N , -Nm (for mandatory ) is the default. This is a breaking change from SQL Server 2022 (16.x) and earlier versions. -u The generated Unicode output file has the UTF-16 Little-Endian Byte-order mark (BOM) written to it. Some behaviors that were kept to maintain compatibility with OSQL might have changed, such as alignment of column headers for some data types. All commands must fit on one line, even EXIT . Interactive mode doesn't check for open parentheses or quotes for commands, and doesn't prompt for successive lines. This behavior is different to the ODBC version, which allows the query run by EXIT(query) to span multiple lines. Connections from the sqlcmd (Go) utility are limited to TCP connections. Named pipes aren't supported at this time in the go-mssqldb driver. Enhancements :Connect has an optional -G parameter to select one of the authentication methods for Azure SQL Database - SqlAuthentication , ActiveDirectoryDefault , ActiveDirectoryIntegrated , ActiveDirectoryServicePrincipal , ActiveDirectoryManagedIdentity , ActiveDirectoryPassword . For more information, see Authenticate with Microsoft Entra ID in sqlcmd . If -G isn't provided, Integrated security or SQL Server authentication is used, depending on | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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to select one of the authentication methods for Azure SQL Database - SqlAuthentication , ActiveDirectoryDefault , ActiveDirectoryIntegrated , ActiveDirectoryServicePrincipal , ActiveDirectoryManagedIdentity , ActiveDirectoryPassword . For more information, see Authenticate with Microsoft Entra ID in sqlcmd . If -G isn't provided, Integrated security or SQL Server authentication is used, depending on the presence of a -U user name parameter. The --driver-logging-level command line parameter allows you to see traces from the go-mssqldb driver. Use 64 to see all traces. sqlcmd (Go) can print results using a vertical format. Use the -F vertical command line switch to set it. The SQLCMDFORMAT scripting variable also controls it. Note This is different to the -F switch for sqlcmd (ODBC), which is used with -N to specify the host name in the certificate. sqlcmd -a packet_size -A (dedicated administrator connection) -b (terminate batch job if there is an error) -c batch_terminator -C (trust the server certificate) -d db_name -D -e (echo input) -E (use trusted connection) -f codepage | i:codepage[,o:codepage] | o:codepage[,i:codepage] -g (enable column encryption) -G (use Azure Active Directory for authentication) -h rows_per_header -H workstation_name -i input_file -I (enable quoted identifiers) -j (Print raw error messages) -k[1 | 2] (remove or replace control characters) -K application_intent -l login_timeout -L[c] (list servers, optional clean output) -m error_level -M multisubnet_failover -N (encrypt connection) -o output_file -p[1] (print statistics, optional colon format) -P password -q "cmdline query" -Q "cmdline query" (and exit) -r[0 | 1] (msgs to stderr) -R (use client regional settings) -s col_separator -S [protocol:]server[instance_name][,port] -t query_timeout -u (unicode output file) -U login_id -v var = "value" -V error_severity_level -w screen_width -W (remove trailing spaces) -x (disable variable substitution) -X[1] (disable commands, startup script, environment variables, optional exit) -y variable_length_type_display_width -Y fixed_length_type_display_width -z new_password -Z new_password (and exit) -? (usage) Currently, sqlcmd doesn't require a space between the command-line option and the value. However, in a future release, a space might be required between the command-line option and the value. Command-line options The following table lists the command-line options available in sqlcmd , and which operating systems they support. Command-line option Supported on Windows Supported on Linux and macOS Login-related options -A Yes No -C Yes Yes -d db_name Yes Yes -D Yes Yes -l login_timeout Yes Yes -E Yes Yes -g Yes Yes -G Yes Yes -H workstation_name Yes Yes -j Yes Yes -K application_intent Yes Yes -M multisubnet_failover Yes Yes -N Yes Yes -P password Yes Yes -S [ protocol :] server [\ instance_name ][, port ] Yes Yes -U login_id Yes Yes -z new_password Yes Yes -Z new_password Yes Yes Input/output options -f codepage | i: codepage [,o: codepage ] | o: codepage [,i: codepage ] Yes Yes -i input_file [, input_file2 ...] Yes Yes -o output_file Yes Yes -r[0 | 1] Yes Yes -R Yes Yes -u Yes Yes Query execution options -e Yes Yes -I Yes Yes -q " cmdline query " Yes Yes -Q " cmdline query " Yes Yes -t query_timeout Yes Yes -v var = value | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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input_file2 ...] Yes Yes -o output_file Yes Yes -r[0 | 1] Yes Yes -R Yes Yes -u Yes Yes Query execution options -e Yes Yes -I Yes Yes -q " cmdline query " Yes Yes -Q " cmdline query " Yes Yes -t query_timeout Yes Yes -v var = value [ var = value ... ] Yes No -x Yes Yes Format options -h headers Yes Yes -k [1 | 2] Yes Yes -s col_separator Yes Yes -w screen_width Yes Yes -W Yes Yes -y variable_length_type_display_width Yes Yes -Y fixed_length_type_display_width Yes Yes Error reporting options -b Yes Yes -m error_level Yes Yes -V error_severity_level Yes Yes Miscellaneous options -a packet_size Yes Yes -c batch_terminator Yes Yes -L[c] Yes No -p[1] Yes Yes -X[1] Yes Yes -? Yes Yes Login-related options -A Applies to: Windows only. Linux and macOS are not supported. Signs in to SQL Server with a dedicated administrator connection (DAC). This kind of connection is used to troubleshoot a server. This connection works only with server computers that support DAC. If DAC isn't available, sqlcmd generates an error message, and then exits. For more information about DAC, see Diagnostic connection for database administrators . The -A option isn't supported with the -G option. When connecting to Azure SQL Database using -A , you must be an administrator on the logical SQL server. DAC isn't available for a Microsoft Entra administrator. Note For information on how to make a dedicated administrator connection (DAC) on macOS or Linux, see Programming Guidelines . -C This option is used by the client to configure it to implicitly trust the server certificate without validation. This option is equivalent to the ADO.NET option TRUSTSERVERCERTIFICATE = true . For the sqlcmd (Go) utility, the following conditions also apply: If -N and -C aren't provided, sqlcmd negotiates authentication with the server without validating the server certificate. If -N is provided but -C isn't, sqlcmd requires validation of the server certificate. A false value for encryption could still lead to the encryption of the login packet. If both -N and -C are provided, sqlcmd uses their values for encryption negotiation. -d db_name Issues a USE <db_name> statement when you start sqlcmd . This option sets the sqlcmd scripting variable SQLCMDDBNAME . This parameter specifies the initial database. The default is your login's default-database property. If the database doesn't exist, an error message is generated and sqlcmd exits. -D Interprets the server name provided to -S as a DSN instead of a hostname. For more information, see DSN support in sqlcmd and bcp . Note The -D option is only available on Linux and macOS clients. On Windows clients, it refers to an obsolete option which has been removed, and is ignored. -l login_timeout Specifies the number of seconds before a sqlcmd login to the ODBC driver times out when you try to connect to a server. This option sets the sqlcmd scripting variable SQLCMDLOGINTIMEOUT . The default time-out for login to sqlcmd is 8 seconds. When using | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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removed, and is ignored. -l login_timeout Specifies the number of seconds before a sqlcmd login to the ODBC driver times out when you try to connect to a server. This option sets the sqlcmd scripting variable SQLCMDLOGINTIMEOUT . The default time-out for login to sqlcmd is 8 seconds. When using the -G option to connect to Azure SQL Database or Azure Synapse Analytics and authenticate using Microsoft Entra ID, a time out value of at least 30 seconds is recommended. The login time-out must be a number between 0 and 65534 . If the value supplied isn't numeric, or doesn't fall into that range, sqlcmd generates an error message. A value of 0 specifies time-out to be infinite. -E Uses a trusted connection instead of using a user name and password to sign in to SQL Server. By default, without -E specified, sqlcmd uses the trusted connection option. The -E option ignores possible user name and password environment variable settings such as SQLCMDPASSWORD . If the -E option is used together with the -U option or the -P option, an error message is generated. Note For more information about making trusted connections that use integrated authentication from a Linux or macOS client, see Using Integrated Authentication . -g Sets the Column Encryption setting to Enabled . For more information, see Always Encrypted . Only master keys stored in Windows Certificate Store are supported. The -g option requires at least sqlcmd version 13.1 . To determine your version, execute sqlcmd -? . -G This option is used by the client when connecting to Azure SQL Database or Azure Synapse Analytics, to specify that the user is authenticated with Microsoft Entra authentication. This option sets the sqlcmd scripting variable SQLCMDUSEAAD = true . The -G option requires at least sqlcmd version 13.1 . To determine your version, execute sqlcmd -? . For more information, see Microsoft Entra authentication for Azure SQL . The -A option isn't supported with the -G option. The -G option only applies to Azure SQL Database and Azure Synapse Analytics. Microsoft Entra interactive authentication isn't currently supported on Linux or macOS. Microsoft Entra integrated authentication requires Download ODBC Driver for SQL Server version 17.6.1 or higher and a properly configured Kerberos environment . For more information about Microsoft Entra authentication, see Authenticate with Microsoft Entra ID in sqlcmd . -H workstation_name A workstation name. This option sets the sqlcmd scripting variable SQLCMDWORKSTATION . The workstation name is listed in the hostname column of the sys.sysprocesses catalog view, and can be returned using the stored procedure sp_who . If this option isn't specified, the default is the current computer name. This name can be used to identify different sqlcmd sessions. -j Prints raw error messages to the screen. -K application_intent Declares the application workload type when connecting to a server. The only currently supported value is ReadOnly . If -K isn't specified, sqlcmd doesn't support connectivity to a secondary replica in an availability group. For more information, see Offload | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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sessions. -j Prints raw error messages to the screen. -K application_intent Declares the application workload type when connecting to a server. The only currently supported value is ReadOnly . If -K isn't specified, sqlcmd doesn't support connectivity to a secondary replica in an availability group. For more information, see Offload read-only workload to secondary replica of an Always On availability group . Note -K isn't supported in SUSE Linux Enterprise Server (SLES). You can, however, specify the ApplicationIntent=ReadOnly keyword in a DSN file passed to sqlcmd . For more information, see DSN Support in sqlcmd and bcp later in this article. For more information, see High availability and disaster recovery on Linux and macOS . -M multisubnet_failover Always specify -M when connecting to the availability group listener of a SQL Server availability group or a SQL Server Failover Cluster Instance. -M provides for faster detection of and connection to the (currently) active server. If -M isn't specified, -M is off. For more information, see: Connect to an Always On availability group listener Reference for the creation and configuration of Always On availability groups Failover Clustering and Always On Availability Groups (SQL Server) Offload read-only workload to secondary replica of an Always On availability group Note -M isn't supported in SUSE Linux Enterprise Server (SLES). You can, however, specify the MultiSubnetFailover=Yes keyword in a DSN file passed to sqlcmd . For more information, see DSN Support in sqlcmd and bcp later in this article. For more information, see High availability and disaster recovery on Linux and macOS . -N This option is used by the client to request an encrypted connection. For the sqlcmd (Go) utility, -N takes a string value that can be one of true , false , or disable to specify the encryption choice. ( default is the same as omitting the parameter): Note On Linux and macOS, [s|m|o] were added in sqlcmd 18.0. -N can be o (for optional ), m (for mandatory , the default), or s (for strict ). In SQL Server 2025 (17.x) Preview, if you don't include -N , -Nm (for mandatory ) is the default. This is a breaking change from SQL Server 2022 (16.x) and earlier versions, where -No is the default. If -N and -C aren't provided, sqlcmd negotiates authentication with the server without validating the server certificate. If -N is provided but -C isn't, sqlcmd requires validation of the server certificate. A false value for encryption could still lead to the encryption of the login packet. If both -N and -C are provided, sqlcmd uses their values for encryption negotiation. In sqlcmd (ODBC), use -F to specify the host name in the certificate. For example: sqlcmd -S server01 -Q "SELECT TOP 100 * FROM WideWorldImporters.Sales.Orders" -A -Ns -F server01.adventure-works.com Note This is different to the -F switch for sqlcmd (Go), which is used to print results using a vertical format. -P password A user-specified password. Passwords are case-sensitive. If the -U option is used, the -P option isn't used, | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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"SELECT TOP 100 * FROM WideWorldImporters.Sales.Orders" -A -Ns -F server01.adventure-works.com Note This is different to the -F switch for sqlcmd (Go), which is used to print results using a vertical format. -P password A user-specified password. Passwords are case-sensitive. If the -U option is used, the -P option isn't used, and the SQLCMDPASSWORD environment variable isn't set, sqlcmd prompts the user for a password. We don't recommend the use of a null (blank) password, but you can specify the null password by using a pair of contiguous double-quotation marks for the parameter value ( "" ). Important Using -P should be considered insecure. Avoid giving the password on the command line. Alternatively, use the SQLCMDPASSWORD environment variable, or interactively input the password by omitting the -P option. We recommend that you use a strong password . The password prompt is displayed by printing the password prompt to the console, as follows: Password: User input is hidden. This means that nothing is displayed and the cursor stays in position. The SQLCMDPASSWORD environment variable lets you set a default password for the current session. Therefore, passwords don't have to be hard-coded into batch files. The following example first sets the SQLCMDPASSWORD variable at the command prompt and then accesses the sqlcmd utility. At the command prompt, type the following. Replace <password> with a valid password. SET SQLCMDPASSWORD=<password> sqlcmd SET SQLCMDPASSWORD=<password> sqlcmd SET SQLCMDPASSWORD=<password> sqlcmd If the user name and password combination is incorrect, an error message is generated. Note The OSQLPASSWORD environment variable is kept for backward compatibility. The SQLCMDPASSWORD environment variable takes precedence over the OSQLPASSWORD environment variable. This means that sqlcmd and osql can be used next to each other without interference. Old scripts continue to work. If the -P option is used with the -E option, an error message is generated. If the -P option is followed by more than one argument, an error message is generated and the program exits. A password containing special characters can generate an error message. You should escape special characters when using -P , or use the SQLCMDPASSWORD environment variable instead. On Linux and macOS, when used with the -G option without -U , -P specifies a file that contains an access token (v17.8+). The token file should be in UTF-16LE (no BOM) format. Access tokens can be obtained via various methods. You must ensure the access token is correct byte-for-byte, because it's sent as-is. Following is an example command that obtains an access token. The command uses the Azure CLI and Linux commands and saves it to a file in the proper format. If your system or terminal's default encoding isn't ASCII or UTF-8, you might need to adjust the iconv options. Be sure to carefully secure the resulting file and delete it when it's no longer required. az account get-access-token --resource https://database.windows.net --output tsv | cut -f 1 | tr -d '\n' | iconv -f ascii -t UTF-16LE > /tmp/tokenFile -S [ protocol :] server [\ instance_name ][, port ] Specifies | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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Be sure to carefully secure the resulting file and delete it when it's no longer required. az account get-access-token --resource https://database.windows.net --output tsv | cut -f 1 | tr -d '\n' | iconv -f ascii -t UTF-16LE > /tmp/tokenFile -S [ protocol :] server [\ instance_name ][, port ] Specifies the instance of SQL Server to which to connect. It sets the sqlcmd scripting variable SQLCMDSERVER . Specify server_name to connect to the default instance of SQL Server on that server computer. Specify server_name [\ instance_name ] to connect to a named instance of SQL Server on that server computer. If no server computer is specified, sqlcmd connects to the default instance of SQL Server on the local computer. This option is required when you execute sqlcmd from a remote computer on the network. protocol can be tcp (TCP/IP), lpc (shared memory), or np (named pipes). If you don't specify a server_name [\ instance_name ] when you start sqlcmd , SQL Server checks for and uses the SQLCMDSERVER environment variable. Note The OSQLSERVER environment variable is kept for backward compatibility. The SQLCMDSERVER environment variable takes precedence over the OSQLSERVER environment variable. This means that sqlcmd and osql can be used next to each other without interference. Old scripts continue to work. The ODBC driver on Linux and macOS requires -S . The only valid protocol value is tcp . -U login_id The login name or contained database user name. For contained database users, you must provide the database name option ( -d ). Note The OSQLUSER environment variable is kept for backward compatibility. The SQLCMDUSER environment variable takes precedence over the OSQLUSER environment variable. This means that sqlcmd and osql can be used next to each other without interference. Old scripts continue to work. If you don't specify either the -U option or the -P option, sqlcmd tries to connect by using Windows Authentication mode. Authentication is based on the Windows account of the user who is running sqlcmd . If the -U option is used with the -E option (described later in this article), an error message is generated. If the -U option is followed by more than one argument, an error message is generated and the program exits. -z new_password Change the password. Replace <oldpassword> with the old password, and <newpassword> with the new password. sqlcmd -U someuser -P <oldpassword> -z <newpassword> sqlcmd -U someuser -P <oldpassword> -z <newpassword> sqlcmd -U someuser -P <oldpassword> -z <newpassword> -Z new_password Change the password and exit. Replace <oldpassword> with the old password, and <newpassword> with the new password. sqlcmd -U someuser -P <oldpassword> -Z <newpassword> sqlcmd -U someuser -P <oldpassword> -Z <newpassword> sqlcmd -U someuser -P <oldpassword> -Z <newpassword> Input/output options -f codepage | i: codepage [,o: codepage ] | o: codepage [,i: codepage ] Specifies the input and output code pages. The codepage number is a numeric value that specifies an installed Windows code page. Code-page conversion rules: If no code pages are specified, sqlcmd uses the current code page | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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-f codepage | i: codepage [,o: codepage ] | o: codepage [,i: codepage ] Specifies the input and output code pages. The codepage number is a numeric value that specifies an installed Windows code page. Code-page conversion rules: If no code pages are specified, sqlcmd uses the current code page for both input and output files, unless the input file is a Unicode file, in which case no conversion is required. sqlcmd automatically recognizes both big-endian and little-endian Unicode input files. If the -u option is specified, the output is always little-endian Unicode. If no output file is specified, the output code page is the console code page. This approach enables the output to be displayed correctly on the console. Multiple input files are assumed to be of the same code page. Unicode and non-Unicode input files can be mixed. Enter chcp at the command prompt to verify the code page of cmd.exe . Note On Linux, the codepage number is a numeric value that specifies an installed Linux code page (available since 17.5.1.1). -i input_file [, input_file2 ...] Identifies the file that contains a batch of Transact-SQL statements or stored procedures. Multiple files might be specified that are read and processed in order. Don't use any spaces between file names. sqlcmd checks first to see whether all the specified files exist. If one or more files don't exist, sqlcmd exits. The -i and the -Q / -q options are mutually exclusive. Note If you use the -i option followed by one or more additional parameters, you must use a space between the parameter and the value. This is a known issue in sqlcmd (Go). Path examples: -i C:\<filename> -i \\<Server>\<Share$>\<filename> -i "C:\Some Folder\<file name>" File paths that contain spaces must be enclosed in quotation marks. This option can be used more than once: sqlcmd -i <input_file1> -i <input_file2> sqlcmd -i <input_file1> -i <input_file2> sqlcmd -i <input_file1> -i <input_file2> -o output_file Identifies the file that receives output from sqlcmd . If -u is specified, the output_file is stored in Unicode format. If the file name isn't valid, an error message is generated, and sqlcmd exits. sqlcmd doesn't support concurrent writing of multiple sqlcmd processes to the same file. The file output is corrupted or incorrect. The -f option is also relevant to file formats. This file is created if it doesn't exist. A file of the same name from a prior sqlcmd session is overwritten. The file specified here isn't the stdout file. If a stdout file is specified, this file isn't used. Path examples: -o C:< filename> -o \\<Server>\<Share$>\<filename> -o "C:\Some Folder\<file name>" File paths that contain spaces must be enclosed in quotation marks. -r[0 | 1] Redirects the error message output to the screen ( stderr ). If you don't specify a parameter or if you specify 0 , only error messages that have a severity level of 11 or higher are redirected. If you specify 1 , all error message output including PRINT is redirected. This option | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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] |
error message output to the screen ( stderr ). If you don't specify a parameter or if you specify 0 , only error messages that have a severity level of 11 or higher are redirected. If you specify 1 , all error message output including PRINT is redirected. This option has no effect if you use -o . By default, messages are sent to stdout . Note For the sqlcmd (Go) utility, -r requires a 0 or 1 argument. -R Applies to: ODBC sqlcmd only. Causes sqlcmd to localize numeric, currency, date, and time columns retrieved from SQL Server based on the client's locale. By default, these columns are displayed using the server's regional settings. Note On Linux and macOS, -R currently only uses en_US (US English) formatting. -u Specifies that output_file is stored in Unicode format, regardless of the format of input_file . Note For the sqlcmd (Go) utility, the generated Unicode output file has the UTF-16 Little-Endian Byte-order mark (BOM) written to it. Query execution options -e Writes input scripts to the standard output device ( stdout ). -I Applies to: ODBC sqlcmd only. Sets the SET QUOTED_IDENTIFIER connection option to ON . The default setting is OFF . For more information, see SET QUOTED_IDENTIFIER . Note To disable quoted identifier behavior in the sqlcmd (Go) utility, add SET QUOTED IDENTIFIER OFF in your scripts. -q " cmdline query " Executes a query when sqlcmd starts, but doesn't exit sqlcmd when the query is finished. Multiple semicolon-delimited queries can be executed. Use quotation marks around the query, as shown in the following example. At the command prompt, type: sqlcmd -d AdventureWorks2022 -q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" sqlcmd -d AdventureWorks2022 -q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" sqlcmd -d AdventureWorks2022 -q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" Important Don't use the GO terminator in the query. If -b is specified together with this option, sqlcmd exits on error. -b is described elsewhere in this article. -Q " cmdline query " Executes a query when sqlcmd starts and then immediately exits sqlcmd . Multiple-semicolon-delimited queries can be executed. Use quotation marks around the query, as shown in the following example. At the command prompt, type: sqlcmd -d AdventureWorks2022 -Q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -Q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" sqlcmd -d AdventureWorks2022 -Q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -Q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" sqlcmd -d AdventureWorks2022 -Q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -Q "SELECT TOP 5 FirstName FROM Person.Person;SELECT | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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-d AdventureWorks2022 -Q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -Q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" sqlcmd -d AdventureWorks2022 -Q "SELECT FirstName, LastName FROM Person.Person WHERE LastName LIKE 'Whi%';" sqlcmd -d AdventureWorks2022 -Q "SELECT TOP 5 FirstName FROM Person.Person;SELECT TOP 5 LastName FROM Person.Person;" Important Don't use the GO terminator in the query. If -b is specified together with this option, sqlcmd exits on error. -b is described elsewhere in this article. -t query_timeout Specifies the number of seconds before a command (or Transact-SQL statement) times out. This option sets the sqlcmd scripting variable SQLCMDSTATTIMEOUT . If a query_timeout value isn't specified, the command doesn't time out. The query_timeout must be a number between 1 and 65534 . If the value supplied isn't numeric or doesn't fall into that range, sqlcmd generates an error message. Note The actual time out value can vary from the specified query_timeout value by several seconds. -v var = value [ var = value ... ] Applies to: Windows only. Linux and macOS are not supported. Creates a sqlcmd scripting variable that can be used in a sqlcmd script. Windows Linux and macOS Enclose the value in quotation marks if the value contains spaces. You can specify multiple <var>="<value>" values. If there are errors in any of the values specified, sqlcmd generates an error message and then exits. sqlcmd -v MyVar1=something MyVar2="some thing" sqlcmd -v MyVar1=something -v MyVar2="some thing" sqlcmd -v MyVar1=something MyVar2="some thing" sqlcmd -v MyVar1=something -v MyVar2="some thing" sqlcmd -v MyVar1=something MyVar2="some thing" sqlcmd -v MyVar1=something -v MyVar2="some thing" You can use the following alternative method: Put the parameters inside one file, which you can then append to another file. This method helps you use a parameter file to replace the values. For example, create a file called a.sql (the parameter file) with the following content: :setvar ColumnName object_id :setvar TableName sys.objects Then create a file called b.sql , with the parameters for replacement: SELECT $(ColumnName) FROM $(TableName) At the command line, combine a.sql and b.sql into c.sql using the following commands: cat a.sql > c.sql cat b.sql >> c.sql Run sqlcmd and use c.sql as input file: sqlcmd -S<...> -P<..> -U<..> -I c.sql -x Causes sqlcmd to ignore scripting variables. This parameter is useful when a script contains many INSERT statements that might contain strings that have the same format as regular variables, such as $(<variable_name>) . Format options -h headers Specifies the number of rows to print between the column headings. The default is to print headings one time for each set of query results. This option sets the sqlcmd scripting variable SQLCMDHEADERS . Use -1 to specify that headers not be printed. Any value that isn't valid causes sqlcmd to generate an error message and then exit. -k [1 | 2] Removes all control characters, such as tabs and new line characters from the output. This parameter preserves column formatting when data is returned. -k removes control characters. -k1 | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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not be printed. Any value that isn't valid causes sqlcmd to generate an error message and then exit. -k [1 | 2] Removes all control characters, such as tabs and new line characters from the output. This parameter preserves column formatting when data is returned. -k removes control characters. -k1 replaces each control character with a space. -k2 replaces consecutive control characters with a single space. -s col_separator Specifies the column-separator character. The default is a blank space. This option sets the sqlcmd scripting variable SQLCMDCOLSEP . To use characters that have special meaning to the operating system, such as the ampersand ( & ) or semicolon ( ; ), enclose the character in quotation marks ( " ). The column separator can be any 8-bit character. -w screen_width Specifies the screen width for output. This option sets the sqlcmd scripting variable SQLCMDCOLWIDTH . The column width must be a number greater than 8 and less than 65536 . If the specified column width doesn't fall into that range, sqlcmd generates an error message. The default width is 80 characters. When an output line exceeds the specified column width, it wraps on to the next line. -W This option removes trailing spaces from a column. Use this option together with the -s option when preparing data that is to be exported to another application. Can't be used with the -y or -Y options. -y variable_length_type_display_width Sets the sqlcmd scripting variable SQLCMDMAXVARTYPEWIDTH . The default is 256 . It limits the number of characters that are returned for the large variable length data types: varchar(max) nvarchar(max) varbinary(max) xml user-defined data types (UDTs) text ntext image UDTs can be of fixed length depending on the implementation. If this length of a fixed length UDT is shorter that display_width , the value of the UDT returned isn't affected. However, if the length is longer than display_width , the output is truncated. Caution Use the -y 0 option with extreme caution, because it can cause significant performance issues on both the server and the network, depending on the size of data returned. -Y fixed_length_type_display_width Sets the sqlcmd scripting variable SQLCMDMAXFIXEDTYPEWIDTH . The default is 0 (unlimited). Limits the number of characters that are returned for the following data types: char( n ) , where 1 <= n <= 8000 nchar( n ) , where 1 <= n <= 4000 varchar( n ) , where 1 <= n <= 8000 nvarchar( n ) , where 1 <= n <= 4000 varbinary( n ) , where 1 <= n <= 4000 sql_variant Error reporting options -b Specifies that sqlcmd exits and returns a DOS ERRORLEVEL value when an error occurs. The value that is returned to the ERRORLEVEL variable is 1 when the SQL Server error message has a severity level greater than 10; otherwise, the value returned is 0 . If the -V option is set, in addition to -b , sqlcmd doesn't report an error if the severity level is lower than the values | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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the ERRORLEVEL variable is 1 when the SQL Server error message has a severity level greater than 10; otherwise, the value returned is 0 . If the -V option is set, in addition to -b , sqlcmd doesn't report an error if the severity level is lower than the values set using -V . Command prompt batch files can test the value of ERRORLEVEL and handle the error appropriately. sqlcmd doesn't report errors for severity level 10 (informational messages). If the sqlcmd script contains an incorrect comment, syntax error, or is missing a scripting variable, the ERRORLEVEL returned is 1 . -m error_level Controls which error messages are sent to stdout . Messages that have a severity level greater than or equal to this level are sent. When this value is set to -1 , all messages including informational messages, are sent. Spaces aren't allowed between the -m and -1 . For example, -m-1 is valid, and -m -1 isn't. This option also sets the sqlcmd scripting variable SQLCMDERRORLEVEL . This variable has a default of 0 . -V error_severity_level Controls the severity level that is used to set the ERRORLEVEL variable. Error messages that have severity levels greater than or equal to this value set ERRORLEVEL . Values that are less than 0 are reported as 0 . Batch and CMD files can be used to test the value of the ERRORLEVEL variable. Miscellaneous options -a packet_size Requests a packet of a different size. This option sets the sqlcmd scripting variable SQLCMDPACKETSIZE . packet_size must be a value between 512 and 32767 . The default is 4096 . A larger packet size can enhance performance for execution of scripts that have lots of Transact-SQL statements between GO commands. You can request a larger packet size. However, if the request is denied, sqlcmd uses the server default for packet size. -c batch_terminator Specifies the batch terminator. By default, commands are terminated and sent to SQL Server by typing the word GO on a line by itself. When you reset the batch terminator, don't use Transact-SQL reserved keywords or characters that have special meaning to the operating system, even if they're preceded by a backslash. -L[c] Applies to: Windows only. Linux and macOS are not supported. Lists the locally configured server computers, and the names of the server computers that are broadcasting on the network. This parameter can't be used in combination with other parameters. The maximum number of server computers that can be listed is 3000. If the server list is truncated because of the size of the buffer a warning message is displayed. Note Because of the nature of broadcasting on networks, sqlcmd might not receive a timely response from all servers. Therefore, the list of servers returned can vary for each invocation of this option. If the optional parameter c is specified, the output appears without the Servers: header line, and each server line is listed without leading spaces. This presentation is referred to as clean output. Clean | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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from all servers. Therefore, the list of servers returned can vary for each invocation of this option. If the optional parameter c is specified, the output appears without the Servers: header line, and each server line is listed without leading spaces. This presentation is referred to as clean output. Clean output improves the processing performance of scripting languages. -p[1] Prints performance statistics for every result set. The following display is an example of the format for performance statistics: Network packet size (bytes): n x xact[s]: Clock Time (ms.): total t1 avg t2 (t3 xacts per sec.) Where: x = Number of transactions processed by SQL Server. t1 = Total time for all transactions. t2 = Average time for a single transaction. t3 = Average number of transactions per second. All times are in milliseconds. If the optional parameter 1 is specified, the output format of the statistics is in colon-separated format that can be imported easily into a spreadsheet or processed by a script. If the optional parameter is any value other than 1 , an error is generated and sqlcmd exits. -X[1] Disables commands that might compromise system security when sqlcmd is executed from a batch file. The disabled commands are still recognized; sqlcmd issues a warning message and continues. If the optional parameter 1 is specified, sqlcmd generates an error message and then exits. The following commands are disabled when the -X option is used: ED !! command If the -X option is specified, it prevents environment variables from being passed on to sqlcmd . It also prevents the startup script specified by using the SQLCMDINI scripting variable from being executed. For more information about sqlcmd scripting variables, see sqlcmd - Use with scripting variables . -? Displays the version of sqlcmd and a syntax summary of sqlcmd options. Note On macOS, run sqlcmd '-?' (with quotation marks) instead. Remarks Options don't have to be used in the order shown in the syntax section. Note If you use the -i option followed by one or more additional parameters, you must use a space between the parameter and the value. This is a known issue in sqlcmd (Go). When multiple results are returned, sqlcmd prints a blank line between each result set in a batch. In addition, the <x> rows affected message doesn't appear when it doesn't apply to the statement executed. To use sqlcmd interactively, type sqlcmd at the command prompt with any one or more of the options described earlier in this article. For more information, see Use sqlcmd . Note The options -l , -Q , -Z or -i cause sqlcmd to exit after execution. The total length of the sqlcmd command-line in the command environment (for example cmd.exe or bash ), including all arguments and expanded variables, is determined by the underlying operating system. Variable precedence (low to high) System-level environmental variables User-level environmental variables Command shell ( SET X=Y ) set at command prompt before running sqlcmd sqlcmd -v X=Y :Setvar X Y Note | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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(for example cmd.exe or bash ), including all arguments and expanded variables, is determined by the underlying operating system. Variable precedence (low to high) System-level environmental variables User-level environmental variables Command shell ( SET X=Y ) set at command prompt before running sqlcmd sqlcmd -v X=Y :Setvar X Y Note To view the environmental variables, in Control Panel , open System , and then select the Advanced tab. sqlcmd scripting variables Variable Related option R/W Default SQLCMDUSER -U R "" SQLCMDPASSWORD -P -- "" SQLCMDSERVER -S R "DefaultLocalInstance" SQLCMDWORKSTATION -H R "ComputerName" SQLCMDDBNAME -d R "" SQLCMDLOGINTIMEOUT -l R/W "8" (seconds) SQLCMDSTATTIMEOUT -t R/W "0" = wait indefinitely SQLCMDHEADERS -h R/W "0" SQLCMDCOLSEP -s R/W " " SQLCMDCOLWIDTH -w R/W "0" SQLCMDPACKETSIZE -a R "4096" SQLCMDERRORLEVEL -m R/W 0 SQLCMDMAXVARTYPEWIDTH -y R/W "256" SQLCMDMAXFIXEDTYPEWIDTH -Y R/W "0" = unlimited SQLCMDEDITOR R/W "edit.com" SQLCMDINI R "" SQLCMDUSEAAD -G R/W "" SQLCMDUSER , SQLCMDPASSWORD , and SQLCMDSERVER are set when :Connect is used. R indicates the value can only be set one time during program initialization. R/W indicates that the value can be modified by using the :setvar command and subsequent commands are influenced by the new value. sqlcmd commands In addition to Transact-SQL statements within sqlcmd , the following commands are also available: GO [ <count> ] :List [:]RESET :Error [:]ED 1 :Out [:]!! :Perftrace [:]QUIT :Connect [:]EXIT :On Error :r :Help :ServerList 1 :XML [ ON | OFF ] 1 :Setvar :Listvar 1 Not supported on Linux or macOS. Be aware of the following when you use sqlcmd commands: All sqlcmd commands, except GO , must be prefixed by a colon ( : ). Important To maintain backward compatibility with existing osql scripts, some of the commands are recognized without the colon, indicated by the : . sqlcmd commands are recognized only if they appear at the start of a line. All sqlcmd commands are case insensitive. Each command must be on a separate line. A command can't be followed by a Transact-SQL statement or another command. Commands are executed immediately. They aren't put in the execution buffer as Transact-SQL statements are. Editing commands [:]ED Starts the text editor. This editor can be used to edit the current Transact-SQL batch, or the last executed batch. To edit the last executed batch, the ED command must be typed immediately after the last batch has completed execution. The text editor is defined by the SQLCMDEDITOR environment variable. The default editor is Edit . To change the editor, set the SQLCMDEDITOR environment variable. For example, to set the editor to Microsoft Notepad, at the command prompt, type: SET SQLCMDEDITOR=notepad [:]RESET Clears the statement cache. :List Prints the content of the statement cache. Variables :Setvar <var> [ " value " ] Defines sqlcmd scripting variables. Scripting variables have the following format: $(VARNAME) . Variable names are case insensitive. Scripting variables can be set in the following ways: Implicitly using a command-line option. For example, the -l option sets the SQLCMDLOGINTIMEOUT sqlcmd variable. Explicitly by | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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:Setvar <var> [ " value " ] Defines sqlcmd scripting variables. Scripting variables have the following format: $(VARNAME) . Variable names are case insensitive. Scripting variables can be set in the following ways: Implicitly using a command-line option. For example, the -l option sets the SQLCMDLOGINTIMEOUT sqlcmd variable. Explicitly by using the :Setvar command. By defining an environment variable before you run sqlcmd . Note The -X option prevents environment variables from being passed on to sqlcmd . If a variable defined by using :Setvar and an environment variable have the same name, the variable defined by using :Setvar takes precedence. Variable names must not contain blank space characters. Variable names can't have the same form as a variable expression, such as $(var) . If the string value of the scripting variable contains blank spaces, enclose the value in quotation marks. If a value for a scripting variable isn't specified, the scripting variable is dropped. :Listvar Displays a list of the scripting variables that are currently set. Note Only scripting variables that are set by sqlcmd , and variables that are set using the :Setvar command, are displayed. Output commands :Error < filename > | STDERR | STDOUT Redirect all error output to the file specified by filename , to stderr or to stdout . The :Error command can appear multiple times in a script. By default, error output is sent to stderr . filename Creates and opens a file that receives the output. If the file already exists, it's truncated to zero bytes. If the file isn't available because of permissions or other reasons, the output isn't switched, and is sent to the last specified or default destination. STDERR Switches error output to the stderr stream. If this has been redirected, the target to which the stream has been redirected receives the error output. STDOUT Switches error output to the stdout stream. If this has been redirected, the target to which the stream has been redirected receives the error output. :Out < filename > | STDERR | STDOUT Creates and redirects all query results to the file specified by file name , to stderr or to stdout . By default, output is sent to stdout . If the file already exists, it's truncated to zero bytes. The :Out command can appear multiple times in a script. :Perftrace < filename > | STDERR | STDOUT Creates and redirects all performance trace information to the file specified by file name , to stderr or to stdout . By default performance trace output is sent to stdout . If the file already exists, it's truncated to zero bytes. The :Perftrace command can appear multiple times in a script. Execution control commands :On Error [ exit | ignore ] Sets the action to be performed when an error occurs during script or batch execution. When the exit option is used, sqlcmd exits with the appropriate error value. When the ignore option is used, sqlcmd ignores the error and continues executing the batch or | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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Error [ exit | ignore ] Sets the action to be performed when an error occurs during script or batch execution. When the exit option is used, sqlcmd exits with the appropriate error value. When the ignore option is used, sqlcmd ignores the error and continues executing the batch or script. By default, an error message is printed. [:]QUIT Causes sqlcmd to exit. [:]EXIT [ ( statement ) ] Lets you use the result of a SELECT statement as the return value from sqlcmd . If numeric, the first column of the last result row is converted to a 4-byte integer (long). MS-DOS, Linux, and macOS pass the low byte to the parent process or operating system error level. Windows 2000 and later versions passes the whole 4-byte integer. The syntax is :EXIT(query) . For example: :EXIT(SELECT @@ROWCOUNT) You can also include the :EXIT parameter as part of a batch file. For example, at the command prompt, type: sqlcmd -Q ":EXIT(SELECT COUNT(*) FROM '%1')" The sqlcmd utility sends everything between the parentheses ( () ) to the server. If a system stored procedure selects a set and returns a value, only the selection is returned. The :EXIT() statement with nothing between the parentheses executes everything before it in the batch, and then exits without a return value. When an incorrect query is specified, sqlcmd exits without a return value. Here's a list of EXIT formats: :EXIT Doesn't execute the batch, and then quits immediately and returns no value. :EXIT( ) Executes the batch, and then quits and returns no value. :EXIT(query) Executes the batch that includes the query, and then quits after it returns the results of the query. If RAISERROR is used within a sqlcmd script, and a state of 127 is raised, sqlcmd quits, and returns the message ID back to the client. For example: RAISERROR(50001, 10, 127) This error causes the sqlcmd script to end and return the message ID 50001 to the client. The return values -1 to -99 are reserved by SQL Server, and sqlcmd defines the following additional return values: Return value Description -100 Error encountered before selecting return value. -101 No rows found when selecting return value. -102 Conversion error occurred when selecting return value. GO [ count ] GO signals both the end of a batch and the execution of any cached Transact-SQL statements. The batch is executed multiple times as separate batches. You can't declare a variable more than once in a single batch. Miscellaneous commands :r < filename > Parses additional Transact-SQL statements and sqlcmd commands from the file specified by filename into the statement cache. filename is read relative to the startup directory in which sqlcmd was run. If the file contains Transact-SQL statements that aren't followed by GO , you must enter GO on the line that follows :r . The file will be read and executed after a batch terminator is encountered. You can issue multiple :r commands. The file can include any sqlcmd command, including the | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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the file contains Transact-SQL statements that aren't followed by GO , you must enter GO on the line that follows :r . The file will be read and executed after a batch terminator is encountered. You can issue multiple :r commands. The file can include any sqlcmd command, including the batch terminator GO . Note The line count that is displayed in interactive mode is increased by one for every :r command encountered. The :r command appears in the output of the list command. :ServerList Lists the locally configured servers and the names of the servers broadcasting on the network. :Connect server_name [\ instance_name ] [-l timeout ] [-U user_name [-P password ]] Connects to an instance of SQL Server. Also closes the current connection. Time-out options: Value Behavior 0 Wait forever n>0 Wait for n seconds The SQLCMDSERVER scripting variable reflects the current active connection. If timeout isn't specified, the value of the SQLCMDLOGINTIMEOUT variable is the default. If only user_name is specified (either as an option, or as an environment variable), the user is prompted to enter a password. Users aren't prompted if the SQLCMDUSER or SQLCMDPASSWORD environment variables are set. If you don't provide options or environment variables, Windows Authentication mode is used to sign in. For example, to connect to an instance, instance1 , of SQL Server, myserver , by using integrated security you would use the following command: :connect myserver\instance1 To connect to the default instance of myserver using scripting variables, you would use the following settings: :setvar myusername test :setvar myservername myserver :connect $(myservername) $(myusername) [:]!! command Executes operating system commands. To execute an operating system command, start a line with two exclamation marks ( !! ) followed by the operating system command. For example: :!! dir Note The command is executed on the computer on which sqlcmd is running. :XML [ ON | OFF ] For more information, see XML Output Format and JSON Output Format in this article. :Help Lists sqlcmd commands, together with a short description of each command. sqlcmd file names sqlcmd input files can be specified with the -i option or the :r command. Output files can be specified with the -o option or the :Error , :Out , and :Perftrace commands. The following are some guidelines for working with these files: :Error , :Out , and :Perftrace should use separate filename values. If the same filename is used, inputs from the commands might be intermixed. If an input file that is located on a remote server is called from sqlcmd on a local computer, and the file contains a drive file path such as :Out c:\OutputFile.txt , the output file is created on the local computer and not on the remote server. Valid file paths include: C:\<filename> , \\<Server>\<Share$>\<filename> , and "C:\Some Folder\<file name>" . If there's a space in the path, use quotation marks. Each new sqlcmd session overwrites existing files that have the same names. Informational messages sqlcmd prints any informational message that is sent by | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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on the remote server. Valid file paths include: C:\<filename> , \\<Server>\<Share$>\<filename> , and "C:\Some Folder\<file name>" . If there's a space in the path, use quotation marks. Each new sqlcmd session overwrites existing files that have the same names. Informational messages sqlcmd prints any informational message that is sent by the server. In the following example, after the Transact-SQL statements are executed, an informational message is printed. Start sqlcmd . At the sqlcmd command prompt, type the query: USE AdventureWorks2022; GO When you press ENTER , the following informational message is printed: Changed database context to 'AdventureWorks2022'. Output format from Transact-SQL queries sqlcmd first prints a column header that contains the column names specified in the select list. The column names are separated by using the SQLCMDCOLSEP character. By default, this is a space. If the column name is shorter than the column width, the output is padded with spaces up to the next column. This line is followed by a separator line that is a series of dash characters. The following output shows an example. Start sqlcmd . At the sqlcmd command prompt, type the query: USE AdventureWorks2022; SELECT TOP (2) BusinessEntityID, FirstName, LastName FROM Person.Person; GO When you press ENTER , the following result set is returned. BusinessEntityID FirstName LastName ---------------- ------------ ---------- 285 Syed Abbas 293 Catherine Abel (2 row(s) affected) Although the BusinessEntityID column is only four characters wide, it expands to accommodate the longer column name. By default, output is terminated at 80 characters. This width can be changed by using the -w option, or by setting the SQLCMDCOLWIDTH scripting variable. XML output format XML output that is the result of a FOR XML clause is output, unformatted, in a continuous stream. When you expect XML output, use the following command: :XML ON . Note sqlcmd returns error messages in the usual format. The error messages are also output in the XML text stream in XML format. By using :XML ON , sqlcmd doesn't display informational messages. To set the XML mode to off, use the following command: :XML OFF . The GO command shouldn't appear before the :XML OFF command is issued, because the :XML OFF command switches sqlcmd back to row-oriented output. XML (streamed) data and rowset data can't be mixed. If the :XML ON command wasn't issued before a Transact-SQL statement that outputs XML streams is executed, the output is garbled. Once the :XML ON command is issued, you can't execute Transact-SQL statements that output regular row sets. Note The :XML command doesn't support the SET STATISTICS XML statement. JSON output format When you expect JSON output, use the following command: :XML ON . Otherwise, the output includes both the column name and the JSON text. This output isn't valid JSON. To set the XML mode to off, use the following command: :XML OFF . For more info, see XML Output Format in this article. Use Microsoft Entra authentication Examples using Microsoft Entra authentication: sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -l 30 sqlcmd -S | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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and the JSON text. This output isn't valid JSON. To set the XML mode to off, use the following command: :XML OFF . For more info, see XML Output Format in this article. Use Microsoft Entra authentication Examples using Microsoft Entra authentication: sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -l 30 sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -U bob@contoso.com -P MyAzureADPassword -l 30 sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -l 30 sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -U bob@contoso.com -P MyAzureADPassword -l 30 sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -l 30 sqlcmd -S Target_DB_or_DW.testsrv.database.windows.net -G -U bob@contoso.com -P MyAzureADPassword -l 30 DSN support in sqlcmd and bcp You can specify a data source name (DSN) instead of a server name in the sqlcmd or bcp -S option (or sqlcmd :Connect command) if you specify -D . -D causes sqlcmd or bcp to connect to the server specified in the DSN by the -S option. System DSNs are stored in the odbc.ini file in the ODBC SysConfigDir directory ( /etc/odbc.ini on standard installations). User DSNs are stored in .odbc.ini in a user's home directory ( ~/.odbc.ini ). On Windows systems, System and User DSNs are stored in the registry and managed via odbcad32.exe . bcp and sqlcmd don't support file DSNs. See DSN and Connection String Keywords and Attributes for the list of entries that the driver supports. In a DSN, only the DRIVER entry is required, but to connect to a remote server, sqlcmd or bcp needs a value in the SERVER element. If the SERVER element is empty or not present in the DSN, sqlcmd and bcp attempt to connect to the default instance on the local system. When you use bcp on Windows systems, SQL Server 2017 (14.x) and earlier versions require the SQL Native Client 11 driver ( sqlncli11.dll ), while SQL Server 2019 (15.x) and later versions require the Microsoft ODBC Driver 17 for SQL Server driver ( msodbcsql17.dll ). If the same option is specified in both the DSN and the sqlcmd or bcp command line, the command line option overrides the value used in the DSN. For example, if the DSN has a DATABASE entry and the sqlcmd command line includes -d , the value passed to -d is used. If Trusted_Connection=yes is specified in the DSN, Kerberos authentication is used; user name ( -U ) and password ( -P ), if provided, are ignored. Existing scripts that invoke isql can be modified to use sqlcmd by defining the following alias: alias isql="sqlcmd -D" . sqlcmd best practices Use the following practices to help maximize security and efficiency. Use integrated security. Use -X[1] in automated environments. Secure input and output files by using appropriate file system permissions. To increase performance, do as much in one sqlcmd session as you can, instead of in a series of sessions. Set time-out values for batch or query execution higher than you expect it takes to execute the batch or query. Use the following practices to help maximize correctness: Use -V 16 to log any severity 16 level messages | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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sqlcmd session as you can, instead of in a series of sessions. Set time-out values for batch or query execution higher than you expect it takes to execute the batch or query. Use the following practices to help maximize correctness: Use -V 16 to log any severity 16 level messages . Severity 16 messages indicate general errors that can be corrected by the user. Check the exit code and DOS ERRORLEVEL variable after the process exits. sqlcmd returns 0 normally, otherwise it sets the ERRORLEVEL as configured by -V . In other words, ERRORLEVEL shouldn't be expected to be the same value as the error number reported from SQL Server. The error number is a SQL Server-specific value corresponding to the system function @@ERROR . ERRORLEVEL is a sqlcmd -specific value to indicate why sqlcmd terminated, and its value is influenced by specifying -b command line argument. Using -V 16 in combination with checking the exit code and DOS ERRORLEVEL can help catch errors in automated environments, particularly quality gates before a production release. Related content Learn more about sqlcmd (Go) utility on GitHub Quickstart: Run SQL Server Linux container images with Docker sqlcmd - Start the utility sqlcmd - Run Transact-SQL script files sqlcmd - use the utility sqlcmd - Use with scripting variables sqlcmd - Connect to the database engine Edit SQLCMD Scripts with Query Editor Manage Job Steps Create a CmdExec Job Step Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/sql/tools/sqlcmd/sqlcmd-utility | [
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Unable to send email using Graph API from instant sandbox created with Office 365 Dev Center - Microsoft Q&A Skip to main content This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Add Add Share via Facebook x.com LinkedIn Email Unable to send email using Graph API from instant sandbox created with Office 365 Dev Center hgcortex 0 Reputation points 2025-05-19T09:21:01.64+00:00 Hello Team, We have registered app on Microsoft Entra Admin Center with " Mail.Send " Permission to users. For that we also created a domain using instant sandbox settings. But still, we are unable to send email through C# code, getting below message in email delivery. " Your message wasn't delivered because the recipient's email provider rejected it" Note: We are trying to send single email at time through code. Microsoft Graph Microsoft Graph A Microsoft programmability model that exposes REST APIs and client libraries to access data on Microsoft 365 services. 13,616 questions Sign in to follow Follow Sign in to follow Follow question 0 comments No comments Report a concern I have the same question I have the same question 0 {count} votes Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment 1 answer Sort by: Most helpful Most helpful Newest Oldest SrideviM • Follow 3,980 Reputation points • Microsoft External Staff • Moderator 2025-05-22T07:40:29.76+00:00 Hello hgcortex , I understand you’re trying to send an email using Microsoft Graph API from an Office 365 instant sandbox and received a message indicating that the recipient’s provider rejected it. This is common in tenants created through the Microsoft 365 Developer Program. Sandbox environments use shared Microsoft IP addresses, which are often not trusted by external mail systems. A typical result is error 550 5.7.708 , which points to low IP reputation. In some cases, outbound messages are also blocked by default anti-spam policies that set message limits to zero . You can review and adjust these settings in the Microsoft 365 Defender portal by editing the outbound policy under anti-spam settings. Raising the limits to more practical values may help, though it can take up to 24 hours for the changes to take effect. If the issue continues, it’s likely due to limitations of the sandbox itself. For consistent external email delivery, it’s recommended to use a licensed Microsoft 365 tenant with a verified domain and properly configured DNS records such as SPF and DKIM. For more information, refer to Microsoft Q&A Hope this helps. If this answers your query, do click Accept Answer and Yes for Was this answer helpful , which may help members with similar questions. If you have any other questions or are still experiencing issues, feel free to ask in the comments section, and I'd be happy to help. Please sign in to rate this | https://learn.microsoft.com/en-us/answers/questions/2276892/unable-to-send-email-using-graph-api-from-instant | [
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do click Accept Answer and Yes for Was this answer helpful , which may help members with similar questions. If you have any other questions or are still experiencing issues, feel free to ask in the comments section, and I'd be happy to help. Please sign in to rate this answer. Yes No 2 comments Show comments for this answer Report a concern SrideviM • Follow 3,980 Reputation points • Microsoft External Staff • Moderator 2025-05-23T07:15:00.1+00:00 Hello hgcortex , Following up to see if the above answer was helpful. If this answers your query, do click Accept Answer and Yes for was this answer helpful, which may help members with similar questions. If you have any further query do let us know. 0 votes Report a concern SrideviM • Follow 3,980 Reputation points • Microsoft External Staff • Moderator 2025-05-26T01:48:20.29+00:00 Hello hgcortex , Following up to see if the above answer was helpful. If this answers your query, do click Accept Answer and Yes for was this answer helpful, which may help members with similar questions. If you have any further query do let us know. 0 votes Report a concern Sign in to comment Add comment Comment Use comments to ask for clarification, additional information, or improvements to the question. Discard draft Add comment Sign in to answer Your answer Answer Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem. Post your answer Discard draft Additional resources Question activity Sign in to follow questions and users Follow question Additional resources en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Code of Conduct Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/answers/questions/2276892/unable-to-send-email-using-graph-api-from-instant | [
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Extensibility home page - Finance & Operations | Dynamics 365 | Microsoft Learn Skip to main content Skip to Ask Learn chat experience This browser is no longer supported. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Download Microsoft Edge More info about Internet Explorer and Microsoft Edge Table of contents Exit focus mode Ask Learn Ask Learn Read in English Save Table of contents Read in English Add Add to plan Edit Share via Facebook x.com LinkedIn Email Print Note Access to this page requires authorization. You can try signing in or changing directories . Access to this page requires authorization. You can try changing directories . Extensibility home page Article 2022-08-12 8 contributors Feedback In this article Dynamics 365 Finance, Supply Chain, and Commerce are extensively customized by partners, value added resellers (VARs), and even some customers. The ability to customize the product is a strength that has historically been supported through overlayering of the application code. The move to the cloud, together with more agile servicing and frequent updates, requires a less intrusive customization model, so that updates are less likely to affect custom solutions. This new model is called extensibility and has replaced customization through overlayering. Extensibility is the only customization framework in Finance, Supply Chain, and Commerce. Overlayering isn't supported. Introduction These introductory topics contain general information about customization. This information includes information about when the transition occurs from customization through overlayering to a purely extension-based model. These topics also explain how to log extensibility requests to Microsoft, and provide answers to frequently asked questions (FAQ). Application extensibility plans Extensibility requests Extensibility FAQ What's new Read What's new or changed for extensibility for extensibility-related updates that have been made since July 2017. Getting started The topics in this section will help you start to build extensions. They will also help you migrate solutions that are currently based on overlayered code to extension-based solutions. This section includes hands-on labs that walk you through simple customizations. Migrate from overlayering to extensions Customize model elements through extension Customize through extension and overlayering Fundamentals on extensions This section includes fundamentals, principles, and practices for making extensions. The guiding principles in these topics discuss how customization must be approached through extensions. These principles include naming guidelines. Additionally, these topics discuss the foundation framework, such as extensions and chain of command. Intrusive customizations Class extension model in X++ Class extension - Method wrapping and Chain of Command Naming guidelines for extensions Relax model restrictions to refactor overlayering into extensions How do I create extensions? This section includes "How do I?" topics that explain how to customize specific object types or code. Most of these topics are brief and to the point. Because there are many topics here, it might be practical to search for a specific article. Data types Add values to enums through extension Modify extended data types (EDTs) through extension Classes Register subclasses for factory methods Respond by using EventHandlerResult Extend | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/dev-itpro/extensibility/extensibility-home-page | [
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these topics are brief and to the point. Because there are many topics here, it might be practical to search for a specific article. Data types Add values to enums through extension Modify extended data types (EDTs) through extension Classes Register subclasses for factory methods Respond by using EventHandlerResult Extend the RunBase class Customize application startup by using delegates Tables Modify existing fields in a table through extension Add fields to tables through extension Add indexes to tables through extension Add relations to tables through extension Modify table properties through extension Add methods to tables through extension Perform business actions throughout the lifecycle of table records Forms Add a new data source to a form Change the captions of forms through extension Modify the properties of form controls through extension Others Extending decimal point precision for selected data types Add new inventory dimensions through extension Reports Extend the list of Electronic reporting (ER) functions Customize App Suite reports by using extensions Blog posts Information about customization is also shared through blogs where various topics are discussed. This section includes reference to some of these blogs. Extending Dynamics 365 for Finance and Operations Extension methods Extensible base enumerations Static event subscription Subscribing to onValidatingWrite Embrace the extensions mindset with Dynamics 365 for Finance and Operations Extensible X++ - Method Signatures How do I create an extensible solution? This section includes some best practices on how to create/make your solution extensible, so that consumers of your code can extend your solution. Write extensible code Classes Methods Forms Extended data types Extensible enums Delegates Tables Attributes that make methods extensible Breaking changes When you make your solution extensible, you also help guarantee that you won't break those extension points later. For pointers that can help you avoid breaking your consumers, see Breaking changes . The compatibility checker tool can detect metadata breaking changes against a given baseline release or update, helping to ensure backward compatibility. Feedback Was this page helpful? Yes No Provide product feedback Additional resources Additional resources In this article en-us Your Privacy Choices Theme Light Dark High contrast Previous Versions Blog Contribute Privacy Terms of Use Trademarks © Microsoft 2025 | https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/dev-itpro/extensibility/extensibility-home-page | [
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] |
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