Data Mapper is Azure Logic Apps' new visual data transformation tool, currently available as a Visual Studio Code extension, that can create and edit maps between source and target schemas. To exchange messages between different XML or JSON formats in an Azure Logic Apps workflow, especially when the source and target schemas have different structures, the data must be transformed from one format to another. Data Mapper serves to help you visually create these mappings while also handling transformations in a singular tool.
Data Mapper provides a modernized experience for XSLT authoring and transformation that includes drag and drop gestures, a prebuilt functions library, and manual testing. You can use the extension to create maps for XML to XML, JSON to JSON, XML to JSON, and JSON to XML transformations. Once created, these maps can be called from workflows in your logic app project in both Visual Studio Code and deployed to Azure.
Data to be transformed in either XML or JSON formatted source and target schema files.
A Standard logic app project that includes a stateful or stateless workflow with at least a trigger and Data Mapper Operations action if you wish to call your workflow.
Sample input data for testing the transformation if you wish to test your map.
Within your local.settings.json file in your logic apps standard project, ensure you have the following configuration:
SwapnilBankar - thank you for your perseverance and providing me with all the information.
I suspect an issue with the underlying compiler/engine code (and possibly front-end anomaly related to null v/s $null).
I am submitting an investigation request internally and will triage this issue for upcoming refresh.
Interacting with you helped me to take a much deeper look at null value support for JSON outputs in Data Mapper and I thank you very much for bringing this use-case to us.
Just to narrow down a little bit, I need your help.
1) Please let me know the logic app extension version that you are using in VS Code
2) Please try the scenario with "If" function (instead of If Else). Something like "if (isNull(surname)) Surname = $null" kind of a map. Make sure to use the construct that shows $null in the code view. Let me know if this generates the right transformation for you. This will help us narrowing down the issue you are having.
3) Help us understand what the unique ID requirement is? Is the incoming message XML? Do you want to generate unique ID for each node? Do the IDs need to be unique for a session or for the eternity?
I already tried the solution you did mention and then only I put my concern to initiate this thread.
I did try populating the value as null in the properties pane but it reflects as is (i.e. null) in the code view as shown below,
I mean it did not change to $null as mentioned by you in your snap.....or am I missing any step here?
Then post save & XSLT generation, if I test the xslt using below two payloads,
I get below exception for both cases (even for happy path scenario, I mean "Surname": "Bankar" it fails),
500 - ActionFailed: An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
[2023-12-05T14:50:39.093Z] Type error at char 74 (in expression on line 19) of
[2023-12-05T14:50:39.093Z] XPTY0004 An empty sequence is not allowed as the second argument of dm:if_then_else()
[2023-12-05T14:50:39.094Z] invoked by xsl:for-each at #14
[2023-12-05T14:50:39.094Z] In template rule with match="/" on line 10 of
[2023-12-05T14:50:39.094Z] invoked by xsl:apply-templates at #6
[2023-12-05T14:50:39.094Z] In template rule with match="/" on line 3 of
[2023-12-05T14:50:39.095Z] An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
[2023-12-05T14:50:39.096Z] Result: An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
Exception: Microsoft.Azure.Workflows.BuiltIn.Xslt.Common.Exceptions.ErrorResponseMessageException: An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
[2023-12-05T14:50:39.096Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.Common.Utilities.XsltTransform.TransformUsingSaxonica(XsltInput input, XsltMapContent mapContent) in C:\__w\1\s\src\netStandard\BuiltIn.Xslt.Common\Utilities\XsltTransform.cs:line 281
[2023-12-05T14:50:39.096Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.NetFx.Providers.XsltNetFxBuiltInOperationsProvider.<TransformUsingSaxonica>d__18.MoveNext() in C:\__w\1\s\src\functionWorkers\builtIn\BuiltIn.Xslt.NetFx\Providers\XsltNetFxBuiltInOperationsProvider.cs:line 315[2023-12-05T14:50:39.096Z] Executed 'Functions.XsltNetFxLanguageWorkerFunction' (Succeeded, Id=f197cc18-1288-4015-b28d-b98639b039a5, Duration=7ms)
Whereas as a wild guess, if I put $null explicitly in the properties pane then it does reflect as $null in code view but post re-run the test, the same error appears.
If I missed anything then do let me know.
wrt your inputs on UUID, I am still looking for documentations.
If you have any pointers on how to use custom functions and inline XSLT in Data Mapper then please do share.
SwapnilBankar good question regarding null value in JSON output. I know part of the answer and I will have to get back with the remaining part.
The map code that you see when you save the map (.lml file) has reserved keywords - one of them is $null. When you wish to assign the value of an output node to null in case of JSON, it could be assigned to $null. In case of XML, the equivalent is $nil.
I think any function that takes a constant value input, you can type the value to be null in the properties pane. One scenario could be to use If or If-else function. Based upon the condition evaluation, you may want to assign the output to null in case of a JSON output. (nil in case of XML). For user convenience, we do internal check as well and convert null/nil to match the JSON and XML requirements. As a user you can use either null or nil across JSON and XML if that is more convenient for you. Just type the value to be null or nill and you can validate the code view to see $null or $nil in the side by side view.
The picture below may help. Specifically look for red-boxed elements:
SwapnilBankar for guid and uuid, you seem to be editing the generated XSLT. This is not a good idea.
The support for uuid's OOB availability is in our backlog. We, however, have support available for custom functions and inline XSLT - so in the interim, one of those will be a recommended approach to using uuid.
Can anybody tell me how to map function guid() or uuid() to target element?
I tried to map it explicitly since OOTB it is not available (for ex. current-date time())
Getting below exception,
[2023-11-29T10:19:47.406Z] Static error in {{guid()}} at char 1 (in expression on line 25) of [2023-11-29T10:19:47.407Z] XPST0017 Cannot find a 0-argument function named Q{http://www.w3.org/2005/xpath-functions}guid() [2023-11-29T10:19:47.407Z] Static error in {{guid()}} at char 1 (in expression on line 25) of [2023-11-29T10:19:47.407Z] XPST0017 Cannot find a 0-argument function named Q{http://www.w3.org/2005/xpath-functions}guid() [2023-11-29T10:19:47.439Z] Executed 'Functions.XsltNetFxLanguageWorkerFunction' (Failed, Id=6060fa82-d8e1-4749-aa78-7167024ba939, Duration=253ms) [2023-11-29T10:19:47.439Z] System.Private.CoreLib: Exception while executing function: Functions.XsltNetFxLanguageWorkerFunction. System.Private.CoreLib: Result: Failure Exception: System.AggregateException: One or more errors occurred. ---> Saxon.Api.StaticError: Cannot find a 0-argument function named Q{http://www.w3.org/2005/xpath-functions}guid() [2023-11-29T10:19:47.439Z] at Saxon.Api.XsltCompiler.Compile(Stream input) [2023-11-29T10:19:47.439Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.Common.Utilities.XsltTransform.TransformUsingSaxonica(XsltInput input, XsltMapContent mapContent) in C:\__w\1\s\src\netStandard\BuiltIn.Xslt.Common\Utilities\XsltTransform.cs:line 249 [2023-11-29T10:19:47.439Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.NetFx.Providers.XsltNetFxBuiltInOperationsProvider.<TransformUsingSaxonica>d__18.MoveNext() in C:\__w\1\s\src\functionWorkers\builtIn\BuiltIn.Xslt.NetFx\Providers\XsltNetFxBuiltInOperationsProvider.cs:line 315 [2023-11-29T10:19:47.439Z] --- End of stack trace from previous location where exception was thrown --- [2023-11-29T10:19:47.439Z] at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw() [2023-11-29T10:19:47.439Z] at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task) [2023-11-29T10:19:47.439Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.NetFx.Providers.XsltNetFxBuiltInOperationsProvider.<InvokeBuiltInOperation>d__14.MoveNext() in C:\__w\1\s\src\functionWorkers\builtIn\BuiltIn.Xslt.NetFx\Providers\XsltNetFxBuiltInOperationsProvider.cs:line 96
Solution/workaround will be highly appreciated.
Thanx,
-Swapnil
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We are excited to announce the public preview of Data Mapper, Azure Logic Apps' new data mapping extension available now in Visual Studio Code. This release offers a modern and unified experience for XSLT mapping and transformation in a singular tool.
","body":"
What is Data Mapper?
\n
Data Mapper is Azure Logic Apps' new visual data transformation tool, currently available as a Visual Studio Code extension, that can create and edit maps between source and target schemas. To exchange messages between different XML or JSON formats in an Azure Logic Apps workflow, especially when the source and target schemas have different structures, the data must be transformed from one format to another. Data Mapper serves to help you visually create these mappings while also handling transformations in a singular tool.
\n
\n
Data Mapper provides a modernized experience for XSLT authoring and transformation that includes drag and drop gestures, a prebuilt functions library, and manual testing. You can use the extension to create maps for XML to XML, JSON to JSON, XML to JSON, and JSON to XML transformations. Once created, these maps can be called from workflows in your logic app project in both Visual Studio Code and deployed to Azure.
Data to be transformed in either XML or JSON formatted source and target schema files.
\n
A Standard logic app project that includes a stateful or stateless workflow with at least a trigger and Data Mapper Operations action if you wish to call your workflow.
\n
Sample input data for testing the transformation if you wish to test your map.
\n
Within your local.settings.json file in your logic apps standard project, ensure you have the following configuration:
To get started with creating your first map using Data Mapper, refer to the following documentation.
\n
\n
Video Walk-through
\n
To see more advanced scenarios and demos of Data Mapper, please check out the following video.
\n
\n","body@stringLength":"8559","rawBody":"
What is Data Mapper?
\n
Data Mapper is Azure Logic Apps' new visual data transformation tool, currently available as a Visual Studio Code extension, that can create and edit maps between source and target schemas. To exchange messages between different XML or JSON formats in an Azure Logic Apps workflow, especially when the source and target schemas have different structures, the data must be transformed from one format to another. Data Mapper serves to help you visually create these mappings while also handling transformations in a singular tool.
\n
\n
Data Mapper provides a modernized experience for XSLT authoring and transformation that includes drag and drop gestures, a prebuilt functions library, and manual testing. You can use the extension to create maps for XML to XML, JSON to JSON, XML to JSON, and JSON to XML transformations. Once created, these maps can be called from workflows in your logic app project in both Visual Studio Code and deployed to Azure.
Data to be transformed in either XML or JSON formatted source and target schema files.
\n
A Standard logic app project that includes a stateful or stateless workflow with at least a trigger and Data Mapper Operations action if you wish to call your workflow.
\n
Sample input data for testing the transformation if you wish to test your map.
\n
Within your local.settings.json file in your logic apps standard project, ensure you have the following configuration:
We are excited to announce the public preview of Data Mapper, Azure Logic Apps' new data mapping extension available now in Visual Studio Code. This release offers a modern and unified experience for XSLT mapping and transformation in a singular tool.
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Announcement: Azure Logic Apps' New Data Mapper for Visual Studio Code (Preview)","moderationData":{"__ref":"ModerationData:moderation_data:4004546"},"body":"
I can work with you off-line with custom function definition to achieve creating unique ID.
\n
When we clear our backlog work-item, this will be an OOB capability.
\n
(just to note, once you create a custom function, use model will be identical to as if it was an OOB capability)
\n
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Thank you for considering the requirement. Will look forward to have it in upcoming release.
Coming back to our unique ID requirement,
Here is one of the use-cases,
We are processing thousands of customer records and send them to backend system one by one.
Below is the respective payload where you can see timestamp and id which are getting generated dynamically based on backend system need,
At the moment, since data mapper does not support guid(), we are enforced to define the payload schema statically instead of collating it within xslt.
Whereas in another scenario, where json payload schema is also dynamic, it is bit challenging to populate this \"id\" field value.
And thank you for sharing pointers for \"custom function\", will definitely give a try and keep you posted.
Thanx,
-Swapnil
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SwapnilBankar - thank you for your perseverance and providing me with all the information.
\n
I suspect an issue with the underlying compiler/engine code (and possibly front-end anomaly related to null v/s $null).
\n
I am submitting an investigation request internally and will triage this issue for upcoming refresh.
\n
\n
Interacting with you helped me to take a much deeper look at null value support for JSON outputs in Data Mapper and I thank you very much for bringing this use-case to us.
\n
\n
Regards,
\n
Sanjiv Gupta
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I also did try the scenario (JSON2JSON) with suggested logic but issue persists. This time also no exception in the console,
5.
Test:
Hope this helps.
If you still need specific inputs do let me know, we will catchup as suggested.
Thanx,
-Swapnil
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Just to narrow down a little bit, I need your help.
\n
1) Please let me know the logic app extension version that you are using in VS Code
\n
2) Please try the scenario with \"If\" function (instead of If Else). Something like \"if (isNull(surname)) Surname = $null\" kind of a map. Make sure to use the construct that shows $null in the code view. Let me know if this generates the right transformation for you. This will help us narrowing down the issue you are having.
\n
3) Help us understand what the unique ID requirement is? Is the incoming message XML? Do you want to generate unique ID for each node? Do the IDs need to be unique for a session or for the eternity?
5) If need be, we can set-up some time to talk. (I have sent you a DM here, please check)
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I already tried the solution you did mention and then only I put my concern to initiate this thread.
I did try populating the value as null in the properties pane but it reflects as is (i.e. null) in the code view as shown below,
I mean it did not change to $null as mentioned by you in your snap.....or am I missing any step here?
Then post save & XSLT generation, if I test the xslt using below two payloads,
I get below exception for both cases (even for happy path scenario, I mean \"Surname\": \"Bankar\" it fails),
500 - ActionFailed: An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
[2023-12-05T14:50:39.093Z] Type error at char 74 (in expression on line 19) of
[2023-12-05T14:50:39.093Z] XPTY0004 An empty sequence is not allowed as the second argument of dm:if_then_else()
[2023-12-05T14:50:39.094Z] invoked by xsl:for-each at #14
[2023-12-05T14:50:39.094Z] In template rule with match=\"/\" on line 10 of
[2023-12-05T14:50:39.094Z] invoked by xsl:apply-templates at #6
[2023-12-05T14:50:39.094Z] In template rule with match=\"/\" on line 3 of
[2023-12-05T14:50:39.095Z] An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
[2023-12-05T14:50:39.096Z] Result: An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
Exception: Microsoft.Azure.Workflows.BuiltIn.Xslt.Common.Exceptions.ErrorResponseMessageException: An error occurred while transforming the given input with the provided map. Details: 'An empty sequence is not allowed as the second argument of dm:if_then_else()'.
[2023-12-05T14:50:39.096Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.Common.Utilities.XsltTransform.TransformUsingSaxonica(XsltInput input, XsltMapContent mapContent) in C:\\__w\\1\\s\\src\\netStandard\\BuiltIn.Xslt.Common\\Utilities\\XsltTransform.cs:line 281
[2023-12-05T14:50:39.096Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.NetFx.Providers.XsltNetFxBuiltInOperationsProvider.<TransformUsingSaxonica>d__18.MoveNext() in C:\\__w\\1\\s\\src\\functionWorkers\\builtIn\\BuiltIn.Xslt.NetFx\\Providers\\XsltNetFxBuiltInOperationsProvider.cs:line 315[2023-12-05T14:50:39.096Z] Executed 'Functions.XsltNetFxLanguageWorkerFunction' (Succeeded, Id=f197cc18-1288-4015-b28d-b98639b039a5, Duration=7ms)
Whereas as a wild guess, if I put $null explicitly in the properties pane then it does reflect as $null in code view but post re-run the test, the same error appears.
If I missed anything then do let me know.
wrt your inputs on UUID, I am still looking for documentations.
If you have any pointers on how to use custom functions and inline XSLT in Data Mapper then please do share.
Thanx,
-Swapnil
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SwapnilBankar good question regarding null value in JSON output. I know part of the answer and I will have to get back with the remaining part.
\n
The map code that you see when you save the map (.lml file) has reserved keywords - one of them is $null. When you wish to assign the value of an output node to null in case of JSON, it could be assigned to $null. In case of XML, the equivalent is $nil.
\n
\n
I think any function that takes a constant value input, you can type the value to be null in the properties pane. One scenario could be to use If or If-else function. Based upon the condition evaluation, you may want to assign the output to null in case of a JSON output. (nil in case of XML). For user convenience, we do internal check as well and convert null/nil to match the JSON and XML requirements. As a user you can use either null or nil across JSON and XML if that is more convenient for you. Just type the value to be null or nill and you can validate the code view to see $null or $nil in the side by side view.
\n
\n
The picture below may help. Specifically look for red-boxed elements:
\n
\n
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SwapnilBankar for guid and uuid, you seem to be editing the generated XSLT. This is not a good idea.
\n
\n
The support for uuid's OOB availability is in our backlog. We, however, have support available for custom functions and inline XSLT - so in the interim, one of those will be a recommended approach to using uuid.
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Another difficulty I am facing is in Json to Json mapping,
Source json has following payload [just cleared other elements for clarity],
{
\"supply\":{
\"city\":null
}
}
But in Target json payload, null value is reflecting as empty string,
{
\"supply\":{
\"city\":\"\"
}
}
How to enforce null value as is in the target ?
Thanx,
-Swapnil
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"263","kudosSumWeight":0,"repliesCount":0,"postTime":"2023-11-29T11:35:35.365-08:00","lastPublishTime":"2023-11-29T11:35:35.365-08:00","metrics":{"__typename":"MessageMetrics","views":4502},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:Azure/category:products-services/category:communities/community:gxcuf89792board:IntegrationsonAzureBlog/message:3777138/message:3996182","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}}},"ModerationData:moderation_data:3995370":{"__typename":"ModerationData","id":"moderation_data:3995370","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3995370":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:2173322"},"id":"message:3995370","revisionNum":1,"uid":3995370,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"parent":{"__ref":"BlogTopicMessage:message:3777138"},"conversation":{"__ref":"Conversation:conversation:3777138"},"subject":"Re: Announcement: Azure Logic Apps' New Data Mapper for Visual Studio Code (Preview)","moderationData":{"__ref":"ModerationData:moderation_data:3995370"},"body":"
Hello Team,
Can anybody tell me how to map function guid() or uuid() to target element?
I tried to map it explicitly since OOTB it is not available (for ex. current-date time())
Getting below exception,
[2023-11-29T10:19:47.406Z] Static error in {{guid()}} at char 1 (in expression on line 25) of [2023-11-29T10:19:47.407Z] XPST0017 Cannot find a 0-argument function named Q{http://www.w3.org/2005/xpath-functions}guid() [2023-11-29T10:19:47.407Z] Static error in {{guid()}} at char 1 (in expression on line 25) of [2023-11-29T10:19:47.407Z] XPST0017 Cannot find a 0-argument function named Q{http://www.w3.org/2005/xpath-functions}guid() [2023-11-29T10:19:47.439Z] Executed 'Functions.XsltNetFxLanguageWorkerFunction' (Failed, Id=6060fa82-d8e1-4749-aa78-7167024ba939, Duration=253ms) [2023-11-29T10:19:47.439Z] System.Private.CoreLib: Exception while executing function: Functions.XsltNetFxLanguageWorkerFunction. System.Private.CoreLib: Result: Failure Exception: System.AggregateException: One or more errors occurred. ---> Saxon.Api.StaticError: Cannot find a 0-argument function named Q{http://www.w3.org/2005/xpath-functions}guid() [2023-11-29T10:19:47.439Z] at Saxon.Api.XsltCompiler.Compile(Stream input) [2023-11-29T10:19:47.439Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.Common.Utilities.XsltTransform.TransformUsingSaxonica(XsltInput input, XsltMapContent mapContent) in C:\\__w\\1\\s\\src\\netStandard\\BuiltIn.Xslt.Common\\Utilities\\XsltTransform.cs:line 249 [2023-11-29T10:19:47.439Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.NetFx.Providers.XsltNetFxBuiltInOperationsProvider.<TransformUsingSaxonica>d__18.MoveNext() in C:\\__w\\1\\s\\src\\functionWorkers\\builtIn\\BuiltIn.Xslt.NetFx\\Providers\\XsltNetFxBuiltInOperationsProvider.cs:line 315 [2023-11-29T10:19:47.439Z] --- End of stack trace from previous location where exception was thrown --- [2023-11-29T10:19:47.439Z] at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw() [2023-11-29T10:19:47.439Z] at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task) [2023-11-29T10:19:47.439Z] at Microsoft.Azure.Workflows.BuiltIn.Xslt.NetFx.Providers.XsltNetFxBuiltInOperationsProvider.<InvokeBuiltInOperation>d__14.MoveNext() in C:\\__w\\1\\s\\src\\functionWorkers\\builtIn\\BuiltIn.Xslt.NetFx\\Providers\\XsltNetFxBuiltInOperationsProvider.cs:line 96
Solution/workaround will be highly appreciated.
Thanx,
-Swapnil
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