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S3 object keys and prefixes are case-sensitive; a path typo can make an authorized shortcut point to an absent source.

Delta table discovery in the lakehouse requires valid names; a shortcut with spaces may not be recognized as a table.

Valid storage-account credentials do not by themselves guarantee directory-level access under hierarchical namespace ACLs.

Definition promotion and environment credential configuration are separate obligations.

Artifact consumption and underlying data-plane permissions are separate; direct access needs its own appropriate grant.

A pipeline definition can deploy while its referenced target item is missing; dependency sequencing avoids a runtime missing-item failure.

Workspace roles determine content editing; a Viewer role is deliberately insufficient for modifications.

Workspace Members and other elevated identities can hold permissions that bypass masking; the mask is evaluated against the querying principal.

A pipeline definition can deploy while its referenced target item is missing; dependency sequencing avoids a runtime missing-item failure.

Source-stage access does not supply the missing item in the production deployment target.

Retrying the same unresolved item reference cannot deploy the notebook that is absent from the target workspace. The scenario, however, is that a promoted data pipeline calls a dependent notebook that is absent from the target workspace.

Changing an input parameter cannot make an undeployed notebook item appear in the target workspace. Those effects are relevant to a different technical condition. In this case, a promoted data pipeline calls a dependent notebook that is absent from the target workspace.

A Spark dependency package is a separate concern from the variable library's value-set binding in the promoted stage. The scenario, however, is that after deployment, a pipeline resolves a variable library value from the wrong value set.

A rerun keeps the same stage-to-value-set mapping, so the wrong resolved value persists. In the current incident, after deployment, a pipeline resolves a variable library value from the wrong value set.

A development value set repeats the wrong-stage values rather than selecting the environment-appropriate configuration. That is a separate improvement from solving a case in which after deployment, a pipeline resolves a variable library value from the wrong value set.

Recreating connection metadata does not correct the effective role that denies the principal's table read. In the current incident, a service principal runs a notebook but is denied direct OneLake table reads despite the job having a workspace connection.

The service principal is already able to run the notebook; Execute permission alone does not grant OneLake table data access. That is a separate improvement from solving a case in which a service principal runs a notebook but is denied direct OneLake table reads despite the job having a workspace connection.

A variable library permission permits configuration lookup, not reads of a protected Delta table through OneLake security. Such a change is legitimate for its own purpose, but a service principal runs a notebook but is denied direct OneLake table reads despite the job having a workspace connection.

Users with UNMASK or database CONTROL permission can still see the original value regardless of a stricter mask function. Those effects are relevant to a different technical condition. In this case, a Fabric warehouse email column has dynamic data masking, but a workspace Member still sees unmasked values.

Admin has even more administrative privileges and also obtains CONTROL, not fewer unmasking rights. That is a separate improvement from solving a case in which a Fabric warehouse email column has dynamic data masking, but a workspace Member still sees unmasked values.

A label describes data classification; it cannot remove the Member's inherited privilege to bypass dynamic data masking. The target requirement is different: a Fabric warehouse email column has dynamic data masking, but a workspace Member still sees unmasked values.

Waiting for a schedule does not supply the connections or secrets missing from the destination stage. That is a separate improvement from solving a case in which a production deployment copies item definitions but required target connections remain absent.

Retries cannot repair consistently absent or invalid connection configuration at the target stage. The target requirement is different: a production deployment copies item definitions but required target connections remain absent.

Definition deployment does not necessarily provision the destination's required connection objects and credentials.

A path-resolution failure happens below the transformation; notebook logic cannot read data that the shortcut no longer resolves.

Partial destination state can persist after canceled runs; unqualified append would duplicate records.

The model can fail processing when its query references changed objects even if the warehouse is otherwise healthy.

The model can fail processing when its query references changed objects even if the warehouse is otherwise healthy.

Arrival date and business effective date differ; conflating them misstates historical periods.

A green orchestration status cannot prove business correctness when joins, late data, or missing sources alter totals.

Partial destination state can persist after canceled runs; unqualified append would duplicate records.

A path-resolution failure happens below the transformation; notebook logic cannot read data that the shortcut no longer resolves.

Arrival date and business effective date differ; conflating them misstates historical periods.