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Azure Data Factory Blog
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Execute SQL statements using the new 'Script' activity in Azure Data Factory and Synapse Pipelines

Abhishek Narain's avatar
Mar 02, 2022

We are introducing a Script activity in pipelines that provide the ability to execute single or multiple SQL statements.  

 

 

Using the script activity, you can execute common operations with Data Manipulation Language (DML), and Data Definition Language (DDL). DML statements like SELECT, UPDATE, and INSERT let users retrieve, store, modify, delete, insert and update data in the database. DDL statements like CREATE, ALTER, and DROP allow a database manager to create, modify, and remove database objects such as tables, indexes, and users.

 

Script activity can be used for a variety of purposes:

  • Truncate a table or view in preparation for inserting data.
  • Create, alter, and drop database objects such as tables and views.
  • Re-create fact and dimension tables before loading data into them.
  • Run stored procedures.
  • Use the rowset/ resultset returned from a query in a downstream activity.

 

Supported data stores:

  • Azure SQL Database
  • Azure Synapse Analytics
  • SQL Server Database
  • Oracle
  • Snowflake

 

The below table compares Script activity with existing pipeline activities like Lookup, SProc and can provide guidance on when to choose what.

 

 

Script Activity

Lookup Activity

SProc Activity

Supported data source

Database (SQL family, Snowflake, Oracle)

all data sources

SQL family

Supported Operations

Read / Modify

Read*

Modify

Multiple query support

Yes

No**

Yes***

Query parameter support

Input / Output

Not supported

Input

Output Result set support

One or more

One

No

Output query logs (PRINT)

Yes

No

No

Integrated CICD (ADF)

Yes

Yes

No


* Lookup activity does not block modify operations, but it is not recommended to use lookup activity to modify data.

** Multiple queries can be executed successfully in lookup activity for some connectors but cannot retrieve full result.

*** For SProc activity, ‘multiple queries’ means one stored procedure with multiple queries in it. Cannot support executing more than one stored procedure in a single activity.

 

 

Note: Be careful when returning result sets, since the activity output is limited to 5000 row/ 2MB size. If you are logging through your SQL script (Print statements), you can work around the limit by choosing your Storage account for logging.  

 

For more details, refer script activity documentation

 

Updated Mar 02, 2022
Version 3.0

24 Comments

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Script activity provides the ability to execute single or multiple SQL statements.  

","body":"

We are introducing a Script activity in pipelines that provide the ability to execute single or multiple SQL statements.  

\n

 

\n

\n

 

\n

Using the script activity, you can execute common operations with Data Manipulation Language (DML), and Data Definition Language (DDL). DML statements like SELECT, UPDATE, and INSERT let users retrieve, store, modify, delete, insert and update data in the database. DDL statements like CREATE, ALTER, and DROP allow a database manager to create, modify, and remove database objects such as tables, indexes, and users.

\n

 

\n

Script activity can be used for a variety of purposes:

\n\n

 

\n

Supported data stores:

\n\n

 

\n

The below table compares Script activity with existing pipeline activities like Lookup, SProc and can provide guidance on when to choose what.

\n

 

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

 

\n
\n

Script Activity

\n
\n

Lookup Activity

\n
\n

SProc Activity

\n
\n

Supported data source

\n
\n

Database (SQL family, Snowflake, Oracle)

\n
\n

all data sources

\n
\n

SQL family

\n
\n

Supported Operations

\n
\n

Read / Modify

\n
\n

Read*

\n
\n

Modify

\n
\n

Multiple query support

\n
\n

Yes

\n
\n

No**

\n
\n

Yes***

\n
\n

Query parameter support

\n
\n

Input / Output

\n
\n

Not supported

\n
\n

Input

\n
\n

Output Result set support

\n
\n

One or more

\n
\n

One

\n
\n

No

\n
\n

Output query logs (PRINT)

\n
\n

Yes

\n
\n

No

\n
\n

No

\n
\n

Integrated CICD (ADF)

\n
\n

Yes

\n
\n

Yes

\n
\n

No

\n
\n


* Lookup activity does not block modify operations, but it is not recommended to use lookup activity to modify data.

\n

** Multiple queries can be executed successfully in lookup activity for some connectors but cannot retrieve full result.

\n

*** For SProc activity, ‘multiple queries’ means one stored procedure with multiple queries in it. Cannot support executing more than one stored procedure in a single activity.

\n

 

\n

 

\n

Note: Be careful when returning result sets, since the activity output is limited to 5000 row/ 2MB size. If you are logging through your SQL script (Print statements), you can work around the limit by choosing your Storage account for logging.  

\n

 

\n

For more details, refer script activity documentation

\n

 

","body@stringLength":"4429","rawBody":"

We are introducing a Script activity in pipelines that provide the ability to execute single or multiple SQL statements.  

\n

 

\n

\n

 

\n

Using the script activity, you can execute common operations with Data Manipulation Language (DML), and Data Definition Language (DDL). DML statements like SELECT, UPDATE, and INSERT let users retrieve, store, modify, delete, insert and update data in the database. DDL statements like CREATE, ALTER, and DROP allow a database manager to create, modify, and remove database objects such as tables, indexes, and users.

\n

 

\n

Script activity can be used for a variety of purposes:

\n\n

 

\n

Supported data stores:

\n\n

 

\n

The below table compares Script activity with existing pipeline activities like Lookup, SProc and can provide guidance on when to choose what.

\n

 

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

 

\n
\n

Script Activity

\n
\n

Lookup Activity

\n
\n

SProc Activity

\n
\n

Supported data source

\n
\n

Database (SQL family, Snowflake, Oracle)

\n
\n

all data sources

\n
\n

SQL family

\n
\n

Supported Operations

\n
\n

Read / Modify

\n
\n

Read*

\n
\n

Modify

\n
\n

Multiple query support

\n
\n

Yes

\n
\n

No**

\n
\n

Yes***

\n
\n

Query parameter support

\n
\n

Input / Output

\n
\n

Not supported

\n
\n

Input

\n
\n

Output Result set support

\n
\n

One or more

\n
\n

One

\n
\n

No

\n
\n

Output query logs (PRINT)

\n
\n

Yes

\n
\n

No

\n
\n

No

\n
\n

Integrated CICD (ADF)

\n
\n

Yes

\n
\n

Yes

\n
\n

No

\n
\n


* Lookup activity does not block modify operations, but it is not recommended to use lookup activity to modify data.

\n

** Multiple queries can be executed successfully in lookup activity for some connectors but cannot retrieve full result.

\n

*** For SProc activity, ‘multiple queries’ means one stored procedure with multiple queries in it. Cannot support executing more than one stored procedure in a single activity.

\n

 

\n

 

\n

Note: Be careful when returning result sets, since the activity output is limited to 5000 row/ 2MB size. If you are logging through your SQL script (Print statements), you can work around the limit by choosing your Storage account for logging.  

\n

 

\n

For more details, refer script activity documentation

\n

 

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Script activity provides the ability to execute single or multiple SQL statements.  

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Execute SQL statements using the new 'Script' activity in Azure Data Factory and Synapse Pipelin","moderationData":{"__ref":"ModerationData:moderation_data:3795947"},"body":"

Hi,

 

Do I have an option to pass output on my first script as input to my second script in the same script activity.

","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"126","kudosSumWeight":0,"repliesCount":0,"postTime":"2023-04-13T23:53:53.819-07:00","lastPublishTime":"2023-04-13T23:53:53.819-07:00","metrics":{"__typename":"MessageMetrics","views":18241},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:AzureDatabases/category:products-services/category:communities/community:gxcuf89792board:AzureDataFactoryBlog/message:3239969/message:3795947","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"User:user:1548812":{"__typename":"User","id":"user:1548812","uid":1548812,"login":"praveen2019","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2022-10-03T12:34:45.934-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-8.svg?time=0"},"rank":{"__ref":"Rank:rank:37"},"entityType":"USER","eventPath":"community:gxcuf89792/user:1548812"},"ModerationData:moderation_data:3643419":{"__typename":"ModerationData","id":"moderation_data:3643419","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3643419":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1548812"},"id":"message:3643419","revisionNum":1,"uid":3643419,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:AzureDataFactoryBlog"},"parent":{"__ref":"BlogTopicMessage:message:3239969"},"conversation":{"__ref":"Conversation:conversation:3239969"},"subject":"Re: Execute SQL statements using the new 'Script' activity in Azure Data Factory and Synapse Pipelin","moderationData":{"__ref":"ModerationData:moderation_data:3643419"},"body":"

Hi 

when ever am running store proc using script activity it’s run for 30 mins & getting fail !! Please help on this 

Error : The Sql parameter is already contained by another SqlParameterCollection


Any suggestions for that .

 

Regards

pravern 

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Hi,

 

Same Error. Script activity is failing with Timeout error

 The activity is running fo

Execution Timeout Expired. The timeout period elapsed prior to completion of the operation or the server is not responding.

","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"213","kudosSumWeight":0,"repliesCount":0,"postTime":"2022-05-14T15:00:19.495-07:00","lastPublishTime":"2022-05-14T15:00:56.566-07:00","metrics":{"__typename":"MessageMetrics","views":31622},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:AzureDatabases/category:products-services/category:communities/community:gxcuf89792board:AzureDataFactoryBlog/message:3239969/message:3375852","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"User:user:1387865":{"__typename":"User","id":"user:1387865","uid":1387865,"login":"Wei_xu1545","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2022-05-11T22:12:56.179-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-3.svg?time=0"},"rank":{"__ref":"Rank:rank:37"},"entityType":"USER","eventPath":"community:gxcuf89792/user:1387865"},"ModerationData:moderation_data:3362327":{"__typename":"ModerationData","id":"moderation_data:3362327","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3362327":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1387865"},"id":"message:3362327","revisionNum":1,"uid":3362327,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:AzureDataFactoryBlog"},"parent":{"__ref":"BlogTopicMessage:message:3239969"},"conversation":{"__ref":"Conversation:conversation:3239969"},"subject":"Re: Execute SQL statements using the new 'Script' activity in Azure Data Factory and Synapse Pipelin","moderationData":{"__ref":"ModerationData:moderation_data:3362327"},"body":"

When run over than 30min, it always shows time out, whether the time it is setted.

 

 

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Why is the Script activity listed under \"pipeline activity\" instead of \"external activity\" in the pipeline debug run consumption?

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I am trying to create a database trigger using Script activity. It works if I use it without paramer, but adding a parameter (and then using it or even not usig it in the CREATE TRIGGER statement) give me an error - 'Incorrect syntax near the keyword 'trigger'.'

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Hello everyone, 

 

I tried to call a Snowflake stored procedure with string parameters, but I always get an error message:

 

Have you encountered a similar problem? 

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Now it is telling me it can only run constant literals? It won't even accept my basic test insert: 

INSERT INTO GRANTSDM.NIHAPIPullLog (NIHFilterKeys, FiscalYear, CallCriteria, TotalRecords, PullDateTime) values (1, 2012, 'Test Criteria', 1234, GETDATE())
 
kristofferabs 
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Using pipeline parameters and variables instead of script parameters works for me. 

 

Using dynamic content you can reference parameters and variables inside @{ reference / expression }.

 

Example of dynamic content:

Select * from [@{pipeline.parameter.schema}].[@{pipeline.parameter.table}]

 

JoshWU 

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Script activity always fails for me. I've tried running with hardcoded values, script parameters, and pipeline parameters and they always fail no matter if I run an insert, update, or select. It gives me a generic error about direction that I can't find anything about then that's it and it does this with everything I've tried in the activity.

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