This browser is no longer supported.
Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(16, 83%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENS%3C/text%3E%3C/svg%3E)
I was trying out AML studio designer service. I referred Microsoft Learn for creating the Designer pipeline. I followed line by line, word by word instructions provided this doc.
I was able to successfully create and run pipeline using Automobile dataset to predict the price of the automobile.
But the problem started when I tried to deploy the model.
When I was creating Real-Time Inference Pipeline, it has added Web Service Input/Output and all necessary tasks were added and unnecessary tasks (split data etc...) were deleted. Thus Real-Time Inference Pipeline was ready to be submitted.
However, when I submit this RTIP, I am getting this error "
Invalid graph: You have invalid dataset(s)."
What could be the issue with what dataset particularly when my model has successfully run and produced all satisfactory metrics.
Additionally, it throws error symbol on additionally added tasks (while RTIP), but not showing enough information (atleast, I am not able to figure out).
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(259.20000000000005, 38%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGR%3C/text%3E%3C/svg%3E)
maybe this is a bug. i am getting the same error on the different model/dataset--- the diabetes
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(16, 99%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKG%3C/text%3E%3C/svg%3E)
I am also getting the same error, tried deleting the real time pipeline and creating it again but still giving the same error. I am working on the same dataset.
I had the same problem doing DP-100 free courses
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(35.2, 43%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
I am facing the exact same issue by OP
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(0, 72%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVS%3C/text%3E%3C/svg%3E)
Got the same error for Automobile and Diabetic datasets
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(259.20000000000005, 70%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERP%3C/text%3E%3C/svg%3E)
I had same issues doing DP-100 already twice. On two different experiments. It then just went away by itself. This studio is buggy.
@NitinSawant-8934 Thanks for reporting the issue. We are working internally with our team to check the same, will keep you posted for more updates.
@NitinSawant-8934 Our team has identified a bug and deploying a fix. As a workaround you can refresh the page and try to submit again to run the pipeline.
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(272, 12%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJN%3C/text%3E%3C/svg%3E)
Hi, I'm getting the same error when I create a RT inference pipeline & batch inference pipeline on restaurant ratings design template. Attached are screenshots of the error. The steps I took were:
The bug looks to still be around. Could you check this please?
@Justin Ngai From the above scenario and error message it looks like the Evaluate Recommender module's left input port is unconnected. Could you please connect the same to the appropriate port and then re-run the pipeline?
This worked. Thanks!
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(294.40000000000003, 10%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMF%3C/text%3E%3C/svg%3E)
It seems to be a bug. Try to refresh the page and click "Submit" again, that worked for me.
@max.fischer Thanks for confirming. Yes, As a workaround you can refresh the page and try to submit again to run the pipeline. Our team has identified a bug and are deploying a fix.
A fix is now deployed and the RTI pipeline should work directly when you click submit. Thanks!!
Awesome...thank you very much for fixing the issue....!!!