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That observation is a valid indicator for “A downstream consumer needs fresh changes from an existing Delta table instead of complete copies” when using Enable and consume Delta Change Data Feed with supported version tracking. The scenario instead tests “A vendor requires durable raw provenance for every file used to build a curated table”; the relevant result is Each curated record can be traced to its raw source record.

The silver target contains one consistent key type and name would demonstrate the separate action Normalize the key field during bronze-to-silver ingestion, which addresses “Several operational feeds use differing column names for the same business key.” It does not verify the requirement “A vendor requires durable raw provenance for every file used to build a curated table” following Capture file path, ingest timestamp and source system metadata in bronze.

That observation is a valid indicator for “A new bronze pipeline requires transactionally consistent append-only event storage” when using Write ingested records into a Delta table with committed transactions. The scenario instead tests “A vendor requires durable raw provenance for every file used to build a curated table”; the relevant result is Each curated record can be traced to its raw source record.

Create a governed Delta Sharing share that updates with the provider data is appropriate when “The receiving organization must query live data rather than receive manually copied CSV files”; it would be verified by Recipient reads updated authorized share state without ad hoc exports. It does not directly satisfy “A recipient also uses Databricks with compatible Unity Catalog sharing,” whose relevant acceptance evidence is Recipient accesses the approved shared tables through the D2D share.

Rotate or revoke the recipient's open sharing credentials is appropriate when “A recipient's token was leaked and all data access from that credential must stop”; it would be verified by Old credential use fails while replacement authorized access succeeds. It does not directly satisfy “A recipient also uses Databricks with compatible Unity Catalog sharing,” whose relevant acceptance evidence is Recipient accesses the approved shared tables through the D2D share.

Grant share access only to the intended tables or views belongs to the separate case “An owner wants to share selected curated objects while keeping source notebooks private,” where The recipient sees authorized data objects but not unrelated workspace files would be expected. That differs from the condition in this stem: “A recipient also uses Databricks with compatible Unity Catalog sharing.”

The recipient sees authorized data objects but not unrelated workspace files pertains to a different control (Grant share access only to the intended tables or views) and a different need (An owner wants to share selected curated objects while keeping source notebooks private). It cannot establish that Use Databricks-to-Databricks sharing for the authorized recipient met the stated goal.

This signal belongs to the adjacent case “The receiving organization must query live data rather than receive manually copied CSV files,” whose remedy is Create a governed Delta Sharing share that updates with the provider data. The observed result for the present requirement is Recipient accesses the approved shared tables through the D2D share.

That observation is a valid indicator for “A recipient's token was leaked and all data access from that credential must stop” when using Rotate or revoke the recipient's open sharing credentials. The scenario instead tests “A recipient also uses Databricks with compatible Unity Catalog sharing”; the relevant result is Recipient accesses the approved shared tables through the D2D share.

The alternative Create a governed Delta Sharing share that updates with the provider data has a distinct purpose—The receiving organization must query live data rather than receive manually copied CSV files. It would not establish the required outcome (A partner runs non-Databricks compute and needs open-protocol access); the necessary verification concerns Partner's compatible Delta Sharing client reads approved shared data.

The alternative Grant share access only to the intended tables or views has a distinct purpose—An owner wants to share selected curated objects while keeping source notebooks private. It would not establish the required outcome (A partner runs non-Databricks compute and needs open-protocol access); the necessary verification concerns Partner's compatible Delta Sharing client reads approved shared data.

Rotate or revoke the recipient's open sharing credentials belongs to the separate case “A recipient's token was leaked and all data access from that credential must stop,” where Old credential use fails while replacement authorized access succeeds would be expected. That differs from the condition in this stem: “A partner runs non-Databricks compute and needs open-protocol access.”

Old credential use fails while replacement authorized access succeeds would demonstrate the separate action Rotate or revoke the recipient's open sharing credentials, which addresses “A recipient's token was leaked and all data access from that credential must stop.” It does not verify the requirement “A partner runs non-Databricks compute and needs open-protocol access” following Use Delta Sharing open sharing with appropriate recipient credentials.

That observation is a valid indicator for “The receiving organization must query live data rather than receive manually copied CSV files” when using Create a governed Delta Sharing share that updates with the provider data. The scenario instead tests “A partner runs non-Databricks compute and needs open-protocol access”; the relevant result is Partner's compatible Delta Sharing client reads approved shared data.

That observation is a valid indicator for “An owner wants to share selected curated objects while keeping source notebooks private” when using Grant share access only to the intended tables or views. The scenario instead tests “A partner runs non-Databricks compute and needs open-protocol access”; the relevant result is Partner's compatible Delta Sharing client reads approved shared data.

Use Delta Sharing open sharing with appropriate recipient credentials is appropriate when “A partner runs non-Databricks compute and needs open-protocol access”; it would be verified by Partner's compatible Delta Sharing client reads approved shared data. It does not directly satisfy “An owner wants to share selected curated objects while keeping source notebooks private,” whose relevant acceptance evidence is The recipient sees authorized data objects but not unrelated workspace files.

Rotate or revoke the recipient's open sharing credentials is appropriate when “A recipient's token was leaked and all data access from that credential must stop”; it would be verified by Old credential use fails while replacement authorized access succeeds. It does not directly satisfy “An owner wants to share selected curated objects while keeping source notebooks private,” whose relevant acceptance evidence is The recipient sees authorized data objects but not unrelated workspace files.

This action solves a different issue: “A recipient also uses Databricks with compatible Unity Catalog sharing.” Its normal signal is Recipient accesses the approved shared tables through the D2D share. Here the requested behavior is “An owner wants to share selected curated objects while keeping source notebooks private,” so that signal is not sufficient.

Partner's compatible Delta Sharing client reads approved shared data pertains to a different control (Use Delta Sharing open sharing with appropriate recipient credentials) and a different need (A partner runs non-Databricks compute and needs open-protocol access). It cannot establish that Grant share access only to the intended tables or views met the stated goal.

Recipient accesses the approved shared tables through the D2D share would demonstrate the separate action Use Databricks-to-Databricks sharing for the authorized recipient, which addresses “A recipient also uses Databricks with compatible Unity Catalog sharing.” It does not verify the requirement “An owner wants to share selected curated objects while keeping source notebooks private” following Grant share access only to the intended tables or views.

That observation is a valid indicator for “A recipient's token was leaked and all data access from that credential must stop” when using Rotate or revoke the recipient's open sharing credentials. The scenario instead tests “An owner wants to share selected curated objects while keeping source notebooks private”; the relevant result is The recipient sees authorized data objects but not unrelated workspace files.

Use Databricks-to-Databricks sharing for the authorized recipient belongs to the separate case “A recipient also uses Databricks with compatible Unity Catalog sharing,” where Recipient accesses the approved shared tables through the D2D share would be expected. That differs from the condition in this stem: “The receiving organization must query live data rather than receive manually copied CSV files.”

Rotate or revoke the recipient's open sharing credentials is appropriate when “A recipient's token was leaked and all data access from that credential must stop”; it would be verified by Old credential use fails while replacement authorized access succeeds. It does not directly satisfy “The receiving organization must query live data rather than receive manually copied CSV files,” whose relevant acceptance evidence is Recipient reads updated authorized share state without ad hoc exports.

This action solves a different issue: “An owner wants to share selected curated objects while keeping source notebooks private.” Its normal signal is The recipient sees authorized data objects but not unrelated workspace files. Here the requested behavior is “The receiving organization must query live data rather than receive manually copied CSV files,” so that signal is not sufficient.

The recipient sees authorized data objects but not unrelated workspace files pertains to a different control (Grant share access only to the intended tables or views) and a different need (An owner wants to share selected curated objects while keeping source notebooks private). It cannot establish that Create a governed Delta Sharing share that updates with the provider data met the stated goal.

Recipient accesses the approved shared tables through the D2D share would demonstrate the separate action Use Databricks-to-Databricks sharing for the authorized recipient, which addresses “A recipient also uses Databricks with compatible Unity Catalog sharing.” It does not verify the requirement “The receiving organization must query live data rather than receive manually copied CSV files” following Create a governed Delta Sharing share that updates with the provider data.

Partner's compatible Delta Sharing client reads approved shared data pertains to a different control (Use Delta Sharing open sharing with appropriate recipient credentials) and a different need (A partner runs non-Databricks compute and needs open-protocol access). It cannot establish that Create a governed Delta Sharing share that updates with the provider data met the stated goal.

The alternative Grant share access only to the intended tables or views has a distinct purpose—An owner wants to share selected curated objects while keeping source notebooks private. It would not establish the required outcome (A recipient's token was leaked and all data access from that credential must stop); the necessary verification concerns Old credential use fails while replacement authorized access succeeds.

Create a governed Delta Sharing share that updates with the provider data belongs to the separate case “The receiving organization must query live data rather than receive manually copied CSV files,” where Recipient reads updated authorized share state without ad hoc exports would be expected. That differs from the condition in this stem: “A recipient's token was leaked and all data access from that credential must stop.”

This action solves a different issue: “A recipient also uses Databricks with compatible Unity Catalog sharing.” Its normal signal is Recipient accesses the approved shared tables through the D2D share. Here the requested behavior is “A recipient's token was leaked and all data access from that credential must stop,” so that signal is not sufficient.

This signal belongs to the adjacent case “A partner runs non-Databricks compute and needs open-protocol access,” whose remedy is Use Delta Sharing open sharing with appropriate recipient credentials. The observed result for the present requirement is Old credential use fails while replacement authorized access succeeds.

This signal belongs to the adjacent case “A recipient also uses Databricks with compatible Unity Catalog sharing,” whose remedy is Use Databricks-to-Databricks sharing for the authorized recipient. The observed result for the present requirement is Old credential use fails while replacement authorized access succeeds.

The recipient sees authorized data objects but not unrelated workspace files would demonstrate the separate action Grant share access only to the intended tables or views, which addresses “An owner wants to share selected curated objects while keeping source notebooks private.” It does not verify the requirement “A recipient's token was leaked and all data access from that credential must stop” following Rotate or revoke the recipient's open sharing credentials.