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Databricks Certified Data Engineer Professional Exam - Topic 2 Question 53 Discussion

Posted by Glenna on Jul 20, 2026 at 06:48 AM

A data engineer is developing a Lakeflow Declarative Pipeline (LDP) using a Databricks notebook directly connected to their pipeline. After adding new table definitions and transformation logic in their notebook, they want to check for any syntax errors in the pipeline code without actually processing data or running the pipeline.

How should the data engineer perform this syntax check?

Suggested Answer: A

Databricks provides a ''Validate'' option within the Lakeflow Declarative Pipeline development interface that checks pipeline configurations, transformations, and syntax errors before actual execution.

This feature parses and validates the pipeline logic defined in notebooks or workspace files to ensure correctness and consistency of table dependencies, DLT (Delta Live Table) syntax, and schema references.

The validation process does not process or move any data, making it ideal for testing new configurations before deployment.

Using the shell terminal (B) or workspace files (D) does not perform integrated pipeline-level validation, while reconnecting to compute clusters (C) is unrelated to syntax checks. Therefore, the verified and correct approach is A.


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18 comments · newest first
NA
Na 3 days ago
Same here! A quick validation saves time later.
JA
Jacqueline 8 days ago
I just want to avoid any syntax errors before running.
LA
Latrice 13 days ago
Exactly! No need to switch environments.
RI
Richelle 18 days ago
Yeah, the notebook has everything we need for validation.
JA
Janey 24 days ago
Option D sounds interesting, but I prefer sticking to the notebook.
NA
Na 29 days ago
I like option C, but it seems unnecessary to disconnect.
JA
Jacqueline 1 month ago
Option B could work, but it feels more complicated.
LA
Latrice 1 month ago
I agree, using the ''Validate'' option is quick and easy.
RI
Richelle 1 month ago
I think option A is the best choice. It's straightforward.
TR
Trina 2 months ago
D is a bit outdated, stick with the notebook!
OR
Ora 2 months ago
Wait, can you really validate without running it?
AL
Aliza 2 months ago
C seems like a hassle, just use A!
EL
Ellen 2 months ago
I disagree, B sounds more efficient.
AM
Amber 2 months ago
A) Validate option is the way to go!
BE
Ben 3 months ago
I don't think switching to a workspace file is necessary just for syntax checking, but it could be useful for diagnostics later on.
CO
Cory 3 months ago
I’m leaning towards option A, but I vaguely recall something about needing to connect to a cluster for full validation features.
LA
Latanya 3 months ago
I remember practicing a similar question, and I feel like using the web terminal might be overkill for just checking syntax.
GL
Gladis 3 months ago
I think the "Validate" option in the notebook is the right choice, but I'm not entirely sure if it covers all syntax errors.
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