Exam Bundle

This signal belongs to the adjacent case “A job must receive the chosen fiscal month from CI pipeline inputs,” whose remedy is Pass a validated job parameter or task parameter at run time. The observed result for the present requirement is Development deploy succeeds while unauthorized production deploy is denied.

Only required failed/downstream tasks rerun while upstream results are reused would demonstrate the separate action Use a supported repair run targeting failed tasks and dependencies, which addresses “A downstream task failed while upstream outputs are valid and should not be rerun unnecessarily.” It does not verify the requirement “A new team member should deploy to development but not production” following Separate target-specific deployment permissions by identity.

That observation is a valid indicator for “A new bundle deployment should not reach production unless tests and validation pass” when using Make bundle deployment depend on automated test and bundle-validation stages. The scenario instead tests “A new team member should deploy to development but not production”; the relevant result is Development deploy succeeds while unauthorized production deploy is denied.

Use `databricks bundle deploy` with explicit target and credentials belongs to the separate case “A CI workflow must deploy resource definitions across an approved target workspace,” where Deployed resources appear only in the intended workspace would be expected. That differs from the condition in this stem: “A script needs to start an existing job and collect its run ID.”

Move authentication to managed profiles and sanitize request/response logging is appropriate when “A script logs access tokens during API debugging”; it would be verified by No token appears in logs and authenticated requests still succeed. It does not directly satisfy “A script needs to start an existing job and collect its run ID,” whose relevant acceptance evidence is The response returns a new job run ID that can be monitored.

This action solves a different issue: “A script lists many jobs and silently misses results beyond one API page.” Its normal signal is The collected job count matches the complete paginated inventory. Here the requested behavior is “A script needs to start an existing job and collect its run ID,” so that signal is not sufficient.

No token appears in logs and authenticated requests still succeed would demonstrate the separate action Move authentication to managed profiles and sanitize request/response logging, which addresses “A script logs access tokens during API debugging.” It does not verify the requirement “A script needs to start an existing job and collect its run ID” following Call the supported Jobs run-now API or CLI command.

Deployed resources appear only in the intended workspace pertains to a different control (Use `databricks bundle deploy` with explicit target and credentials) and a different need (A CI workflow must deploy resource definitions across an approved target workspace). It cannot establish that Call the supported Jobs run-now API or CLI command met the stated goal.

That observation is a valid indicator for “An operator needs to inspect details of a failed run automatically” when using Use supported Jobs get-run API or CLI command. The scenario instead tests “A script needs to start an existing job and collect its run ID”; the relevant result is The response returns a new job run ID that can be monitored.

Use `databricks bundle deploy` with explicit target and credentials is appropriate when “A CI workflow must deploy resource definitions across an approved target workspace”; it would be verified by Deployed resources appear only in the intended workspace. It does not directly satisfy “An operator needs to inspect details of a failed run automatically,” whose relevant acceptance evidence is Run details include task states and failure messages.

The alternative Follow pagination tokens until all results have been retrieved has a distinct purpose—A script lists many jobs and silently misses results beyond one API page. It would not establish the required outcome (An operator needs to inspect details of a failed run automatically); the necessary verification concerns Run details include task states and failure messages.

The alternative Move authentication to managed profiles and sanitize request/response logging has a distinct purpose—A script logs access tokens during API debugging. It would not establish the required outcome (An operator needs to inspect details of a failed run automatically); the necessary verification concerns Run details include task states and failure messages.

That observation is a valid indicator for “A script lists many jobs and silently misses results beyond one API page” when using Follow pagination tokens until all results have been retrieved. The scenario instead tests “An operator needs to inspect details of a failed run automatically”; the relevant result is Run details include task states and failure messages.

This signal belongs to the adjacent case “A CI workflow must deploy resource definitions across an approved target workspace,” whose remedy is Use `databricks bundle deploy` with explicit target and credentials. The observed result for the present requirement is Run details include task states and failure messages.

The response returns a new job run ID that can be monitored would demonstrate the separate action Call the supported Jobs run-now API or CLI command, which addresses “A script needs to start an existing job and collect its run ID.” It does not verify the requirement “An operator needs to inspect details of a failed run automatically” following Use supported Jobs get-run API or CLI command.

Move authentication to managed profiles and sanitize request/response logging is appropriate when “A script logs access tokens during API debugging”; it would be verified by No token appears in logs and authenticated requests still succeed. It does not directly satisfy “A CI workflow must deploy resource definitions across an approved target workspace,” whose relevant acceptance evidence is Deployed resources appear only in the intended workspace.

Use supported Jobs get-run API or CLI command is appropriate when “An operator needs to inspect details of a failed run automatically”; it would be verified by Run details include task states and failure messages. It does not directly satisfy “A CI workflow must deploy resource definitions across an approved target workspace,” whose relevant acceptance evidence is Deployed resources appear only in the intended workspace.

Follow pagination tokens until all results have been retrieved belongs to the separate case “A script lists many jobs and silently misses results beyond one API page,” where The collected job count matches the complete paginated inventory would be expected. That differs from the condition in this stem: “A CI workflow must deploy resource definitions across an approved target workspace.”

Run details include task states and failure messages would demonstrate the separate action Use supported Jobs get-run API or CLI command, which addresses “An operator needs to inspect details of a failed run automatically.” It does not verify the requirement “A CI workflow must deploy resource definitions across an approved target workspace” following Use `databricks bundle deploy` with explicit target and credentials.

That observation is a valid indicator for “A script logs access tokens during API debugging” when using Move authentication to managed profiles and sanitize request/response logging. The scenario instead tests “A CI workflow must deploy resource definitions across an approved target workspace”; the relevant result is Deployed resources appear only in the intended workspace.

This signal belongs to the adjacent case “A script lists many jobs and silently misses results beyond one API page,” whose remedy is Follow pagination tokens until all results have been retrieved. The observed result for the present requirement is Deployed resources appear only in the intended workspace.

Use supported Jobs get-run API or CLI command belongs to the separate case “An operator needs to inspect details of a failed run automatically,” where Run details include task states and failure messages would be expected. That differs from the condition in this stem: “A script lists many jobs and silently misses results beyond one API page.”

The alternative Call the supported Jobs run-now API or CLI command has a distinct purpose—A script needs to start an existing job and collect its run ID. It would not establish the required outcome (A script lists many jobs and silently misses results beyond one API page); the necessary verification concerns The collected job count matches the complete paginated inventory.

Use `databricks bundle deploy` with explicit target and credentials is appropriate when “A CI workflow must deploy resource definitions across an approved target workspace”; it would be verified by Deployed resources appear only in the intended workspace. It does not directly satisfy “A script lists many jobs and silently misses results beyond one API page,” whose relevant acceptance evidence is The collected job count matches the complete paginated inventory.

That observation is a valid indicator for “An operator needs to inspect details of a failed run automatically” when using Use supported Jobs get-run API or CLI command. The scenario instead tests “A script lists many jobs and silently misses results beyond one API page”; the relevant result is The collected job count matches the complete paginated inventory.

That observation is a valid indicator for “A CI workflow must deploy resource definitions across an approved target workspace” when using Use `databricks bundle deploy` with explicit target and credentials. The scenario instead tests “A script lists many jobs and silently misses results beyond one API page”; the relevant result is The collected job count matches the complete paginated inventory.

No token appears in logs and authenticated requests still succeed pertains to a different control (Move authentication to managed profiles and sanitize request/response logging) and a different need (A script logs access tokens during API debugging). It cannot establish that Follow pagination tokens until all results have been retrieved met the stated goal.

Use supported Jobs get-run API or CLI command belongs to the separate case “An operator needs to inspect details of a failed run automatically,” where Run details include task states and failure messages would be expected. That differs from the condition in this stem: “A script logs access tokens during API debugging.”

Use `databricks bundle deploy` with explicit target and credentials belongs to the separate case “A CI workflow must deploy resource definitions across an approved target workspace,” where Deployed resources appear only in the intended workspace would be expected. That differs from the condition in this stem: “A script logs access tokens during API debugging.”

Call the supported Jobs run-now API or CLI command belongs to the separate case “A script needs to start an existing job and collect its run ID,” where The response returns a new job run ID that can be monitored would be expected. That differs from the condition in this stem: “A script logs access tokens during API debugging.”

This signal belongs to the adjacent case “A script needs to start an existing job and collect its run ID,” whose remedy is Call the supported Jobs run-now API or CLI command. The observed result for the present requirement is No token appears in logs and authenticated requests still succeed.

The collected job count matches the complete paginated inventory would demonstrate the separate action Follow pagination tokens until all results have been retrieved, which addresses “A script lists many jobs and silently misses results beyond one API page.” It does not verify the requirement “A script logs access tokens during API debugging” following Move authentication to managed profiles and sanitize request/response logging.

Run details include task states and failure messages would demonstrate the separate action Use supported Jobs get-run API or CLI command, which addresses “An operator needs to inspect details of a failed run automatically.” It does not verify the requirement “A script logs access tokens during API debugging” following Move authentication to managed profiles and sanitize request/response logging.