Updates to the DP-700 exam

[IDoData]

In the current version of Microsoft's DP-700 exam, there are several existing topics:

• Create and configure deployment pipelines
• Ingest data by using pipelines

In the new version, starting in a few days' time, there is a new topic:

Ingest data by using continuous integration from OneLake

What this new topic is about? Presumably it is something different from the other two topics, but I can't find anything it which is different from the other two topics.

[v-aatheeque]

Hi @IDoData 

Following up to confirm if the earlier responses addressed your query. If not, please share your questions and we’ll assist further.

[Rufyda]

Pipelines = you orchestrate ingestion
CI from OneLake = ingestion runs automatically when data changes

This topic tests understanding of event-driven + CI/CD-based ingestion, not manual pipeline design.

If this response was helpful, please accept it as a solution and give kudos to support other community members
Regards,
Rufyda Rahma | MIE 0

[IDoData · Accepted solution]

FYI - I've think I've worked it out, for anyone else wondering.

I think it's to do with subscribing to OneLake events (File/Folder create/modify/delete), and then running an action based on that event.

[deborshi_nag]

Hi @IDoData 

The wording here is a bit of a brain teaser ... 

• “Ingest data by using pipelines” is your classic, hands-on approach—think building Data Factory or pipeline-based solutions where you map out the data journey yourself using Fabric pipeline tools.
• “Ingest data by using continuous integration from OneLake” is a whole different flavor. This one’s about letting your Git/CI process call the shots, automatically kicking off ingestion whenever something changes in OneLake. No manual button-mashing required!

So, what does this look like in action?

• A Git repo triggers pipelines or notebooks whenever new files pop up in OneLake.
• CI/CD tools like Azure DevOps or GitHub Actions swoop in to deploy and ingest data straight into OneLake.
• Ingestion happens automatically when files change in OneLake, so you don’t have to orchestrate every step yourself.

Hope this helps - please appreciate by leaving a Kudos or accepting as a Solution!