Skip to main content
cancel
Showing results for 
Search instead for 
Did you mean: 

Microsoft is giving away 50,000 FREE Microsoft Certification exam vouchers. Get Fabric certified for FREE! Learn more

Reply
Fabamik
Frequent Visitor

Copy activity in Microsoft Fabric pipeline not enforcing schema and not throwing error

We are using copy data activity in Pipelines in Microsoft Fabric. Copyind data using Dataverse connector as source and lakehouse delta table as connector. If source and destination schema is not matching copy activity is not failing sctivity while writing in destination delta table. But if you try to read that table then it will throw error of schema mismatch. So how to ensure that copy data activity will fail if schema mismatch between source and destination. Source column is string and destination is int

8 REPLIES 8
Fabamik
Frequent Visitor

Thanks @v-vpabbu  for your resposne. It seems like for every source we need to check thoroughly and then decide laod strategy. We can't assume anything during design

Hi @Fabamik,

 

Absolutely, each source needs a detailed review to define the right load strategy. We can't assume anything upfront, as each one may have unique schema requirements.

 

Regards,

Vinay Pabbu

v-vpabbu
Community Support
Community Support

Hi @Fabamik,

 

Thanks @nilendraFabric for Addressing the issue.

 

we would like to follow up to see if the solution provided by the super user resolved your issue. Please let us know if you need any further assistance.
If our super user response resolved your issue, please mark it as "Accept as solution" and click "Yes" if you found it helpful.

 

Regards,
Vinay Pabbu

Hi @Fabamik,

 

we would like to follow up to see if the solution provided by the super user resolved your issue. Please let us know if you need any further assistance.
If our super user response resolved your issue, please mark it as "Accept as solution" and click "Yes" if you found it helpful.

 

Regards,
Vinay Pabbu

Hi @Fabamik,

 

we would like to follow up to see if the solution provided by the super user resolved your issue. Please let us know if you need any further assistance.
If our super user response resolved your issue, please mark it as "Accept as solution" and click "Yes" if you found it helpful.

 

Regards,
Vinay Pabbu

nilendraFabric
Community Champion
Community Champion

Hi @Fabamik 

schema drift is not available in Microsoft Fabric, which means the Copy activity doesn't automatically validate or enforce schema compatibility between source and destination.

 

 

you can enable fault tolerance in the Copy activity to handle schema mismatches and other data incompatibilities by :

 

nilendraFabric_0-1743777149743.png

 

Thanks @nilendraFabric for your reply. Yes, as you mentioned schema drift is not available in Microsoft Fabric but what I observed I tried with 3 different connectors/sources in copy acitivity and following is the output -

 

1. In copy activity using Dataverse as source- here copy activity not throwing any error and completing copy activity successfully and when we are trying to read that delta table it is throwing error of schema mismatch

2. In copy activity using Lakehouse table as source  - here copy activity throwing error during coping only and failing that copy activity

3. In copy activity using Lakehouse delimted file as source  - here copy activity throwing error during coping only and failing that copy activity

 

It seems like copy activity showing different behaviour w.r.to different sources

Hi @Fabamik,

 

Microsoft Fabric’s Copy activity exhibits different behaviors based on the source type due to how schema handling and data serialization work under the hood.
https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-schema-and-type-mapping 

 

Regards,

Vinay Pabbu

Helpful resources

Announcements
MarchFBCvideo - carousel

Fabric Monthly Update - March 2025

Check out the March 2025 Fabric update to learn about new features.

Notebook Gallery Carousel1

NEW! Community Notebooks Gallery

Explore and share Fabric Notebooks to boost Power BI insights in the new community notebooks gallery.

April2025 Carousel

Fabric Community Update - April 2025

Find out what's new and trending in the Fabric community.

"); $(".slidesjs-pagination" ).prependTo(".pagination_sec"); $(".slidesjs-pagination" ).append("
"); $(".slidesjs-play.slidesjs-navigation").appendTo(".playpause_sec"); $(".slidesjs-stop.slidesjs-navigation").appendTo(".playpause_sec"); $(".slidesjs-pagination" ).append(""); $(".slidesjs-pagination" ).append(""); } catch(e){ } /* End: This code is added by iTalent as part of iTrack COMPL-455 */ $(".slidesjs-previous.slidesjs-navigation").attr('tabindex', '0'); $(".slidesjs-next.slidesjs-navigation").attr('tabindex', '0'); /* start: This code is added by iTalent as part of iTrack 1859082 */ $('.slidesjs-play.slidesjs-navigation').attr('id','playtitle'); $('.slidesjs-stop.slidesjs-navigation').attr('id','stoptitle'); $('.slidesjs-play.slidesjs-navigation').attr('role','tab'); $('.slidesjs-stop.slidesjs-navigation').attr('role','tab'); $('.slidesjs-play.slidesjs-navigation').attr('aria-describedby','tip1'); $('.slidesjs-stop.slidesjs-navigation').attr('aria-describedby','tip2'); /* End: This code is added by iTalent as part of iTrack 1859082 */ }); $(document).ready(function() { if($("#slides .item").length < 2 ) { /* Fixing Single Slide click issue (commented following code)*/ // $(".item").css("left","0px"); $(".item.slidesjs-slide").attr('style', 'left:0px !important'); $(".slidesjs-stop.slidesjs-navigation").trigger('click'); $(".slidesjs-previous").css("display", "none"); $(".slidesjs-next").css("display", "none"); } var items_length = $(".item.slidesjs-slide").length; $(".slidesjs-pagination-item > button").attr("aria-setsize",items_length); $(".slidesjs-next, .slidesjs-pagination-item button").attr("tabindex","-1"); $(".slidesjs-pagination-item button").attr("role", "tab"); $(".slidesjs-previous").attr("tabindex","-1"); $(".slidesjs-next").attr("aria-hidden","true"); $(".slidesjs-previous").attr("aria-hidden","true"); $(".slidesjs-next").attr("aria-label","Next"); $(".slidesjs-previous").attr("aria-label","Previous"); //$(".slidesjs-stop.slidesjs-navigation").attr("role","button"); //$(".slidesjs-play.slidesjs-navigation").attr("role","button"); $(".slidesjs-pagination").attr("role","tablist").attr("aria-busy","true"); $("li.slidesjs-pagination-item").attr("role","list"); $(".item.slidesjs-slide").attr("tabindex","-1"); $(".item.slidesjs-slide").attr("aria-label","item"); /*$(".slidesjs-stop.slidesjs-navigation").on('click', function() { var itemNumber = parseInt($('.slidesjs-pagination-item > a.active').attr('data-slidesjs-item')); $($('.item.slidesjs-slide')[itemNumber]).find('.c-call-to-action').attr('tabindex', '0'); });*/ $(".slidesjs-stop.slidesjs-navigation, .slidesjs-pagination-item > button").on('click keydown', function() { $.each($('.item.slidesjs-slide'),function(i,el){ $(el).find('.c-call-to-action').attr('tabindex', '-1'); }); var itemNumber = parseInt($('.slidesjs-pagination-item > button.active').attr('data-slidesjs-item')); $($('.item.slidesjs-slide')[itemNumber]).find('.c-call-to-action').attr('tabindex', '0'); }); $(".slidesjs-play.slidesjs-navigation").on('click', function() { $.each($('.item.slidesjs-slide'),function(i,el){ $(el).find('.c-call-to-action').attr('tabindex', '-1'); }); }); $(".slidesjs-pagination-item button").keyup(function(e){ var keyCode = e.keyCode || e.which; if (keyCode == 9) { e.preventDefault(); $(".slidesjs-stop.slidesjs-navigation").trigger('click').blur(); $("button.active").focus(); } }); $(".slidesjs-play").on("click",function (event) { if (event.handleObj.type === "click") { $(".slidesjs-stop").focus(); } else if(event.handleObj.type === "keydown"){ if (event.which === 13 && $(event.target).hasClass("slidesjs-play")) { $(".slidesjs-stop").focus(); } } }); $(".slidesjs-stop").on("click",function (event) { if (event.handleObj.type === "click") { $(".slidesjs-play").focus(); } else if(event.handleObj.type === "keydown"){ if (event.which === 13 && $(event.target).hasClass("slidesjs-stop")) { $(".slidesjs-play").focus(); } } }); $(".slidesjs-pagination-item").keydown(function(e){ switch (e.which){ case 37: //left arrow key $(".slidesjs-previous.slidesjs-navigation").trigger('click'); e.preventDefault(); break; case 39: //right arrow key $(".slidesjs-next.slidesjs-navigation").trigger('click'); e.preventDefault(); break; default: return; } $(".slidesjs-pagination-item button.active").focus(); }); }); // Start This code is added by iTalent as part of iTrack 1859082 $(document).ready(function(){ $("#tip1").attr("aria-hidden","true").addClass("hidden"); $("#tip2").attr("aria-hidden","true").addClass("hidden"); $(".slidesjs-stop.slidesjs-navigation, .slidesjs-play.slidesjs-navigation").attr('title', ''); $("a#playtitle").focus(function(){ $("#tip1").attr("aria-hidden","false").removeClass("hidden"); }); $("a#playtitle").mouseover(function(){ $("#tip1").attr("aria-hidden","false").removeClass("hidden"); }); $("a#playtitle").blur(function(){ $("#tip1").attr("aria-hidden","true").addClass("hidden"); }); $("a#playtitle").mouseleave(function(){ $("#tip1").attr("aria-hidden","true").addClass("hidden"); }); $("a#play").keydown(function(ev){ if (ev.which ==27) { $("#tip1").attr("aria-hidden","true").addClass("hidden"); ev.preventDefault(); return false; } }); $("a#stoptitle").focus(function(){ $("#tip2").attr("aria-hidden","false").removeClass("hidden"); }); $("a#stoptitle").mouseover(function(){ $("#tip2").attr("aria-hidden","false").removeClass("hidden"); }); $("a#stoptitle").blur(function(){ $("#tip2").attr("aria-hidden","true").addClass("hidden"); }); $("a#stoptitle").mouseleave(function(){ $("#tip2").attr("aria-hidden","true").addClass("hidden"); }); $("a#stoptitle").keydown(function(ev){ if (ev.which ==27) { $("#tip2").attr("aria-hidden","true").addClass("hidden"); ev.preventDefault(); return false; } }); }); // End This code is added by iTalent as part of iTrack 1859082
Top Solution Authors