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Misses requirement 1: A connection specifies source endpoint and authentication information for governed reuse. The substituted action, Verify gateway mapping and the scheduled execution identity's data source authorization., is suited to a different situation: A gateway-based source works for one developer but fails when a scheduled service job runs. It does not satisfy the specified requirement 1.

Misses requirement 2: Source code is not a secure place for long-lived production credentials. The substituted action, Validate connection encryption and certificate trust for the updated source endpoint., is suited to a different situation: A connector returns encrypted-transport errors after a database certificate changes. It does not satisfy the specified requirement 2.

Misses requirement 3: Central connection ownership simplifies credential rotation and consistent configuration. The substituted action, Verify gateway mapping and the scheduled execution identity's data source authorization., is suited to a different situation: A gateway-based source works for one developer but fails when a scheduled service job runs. It does not satisfy the specified requirement 3.

Misses requirement 3: Discoverability and freshness are different operational properties. The substituted action, Browse the authorized Fabric lakehouse and OneLake catalog assets., is suited to a different situation: A BI engineer wants to discover lakehouse tables without copying their data into a local folder. It does not satisfy the specified requirement 3.

Misses requirement 1: Catalog metadata and endorsement help locate the intended governed data product. The substituted action, Browse the authorized Fabric lakehouse and OneLake catalog assets., is suited to a different situation: A BI engineer wants to discover lakehouse tables without copying their data into a local folder. It does not satisfy the specified requirement 1.

Misses requirement 2: Being able to discover metadata does not automatically authorize reading restricted rows. The substituted action, Publish meaningful item names, descriptions, ownership and endorsement metadata., is suited to a different situation: A data steward wants consumers to find a trusted data product using consistent terminology. It does not satisfy the specified requirement 2.

Misses requirement 1: Real-Time hub provides a discovery surface for streaming data sources. The substituted action, Evaluate a streaming event source available through Real-Time hub and its freshness contract., is suited to a different situation: A reporting requirement depends on second-level telemetry but the engineer selects a nightly CSV export. It does not satisfy the specified requirement 1.

Misses requirement 2: Stream discovery needs schema and ownership verification before downstream transformations. The substituted action, Route an eligible event source into an Eventhouse or KQL database., is suited to a different situation: An events team wants to query continuously ingested sensor records with KQL. It does not satisfy the specified requirement 2.

Misses requirement 3: Visibility of a live source in a catalog is not an authorization bypass. The substituted action, Evaluate a streaming event source available through Real-Time hub and its freshness contract., is suited to a different situation: A reporting requirement depends on second-level telemetry but the engineer selects a nightly CSV export. It does not satisfy the specified requirement 3.

Misses requirement 3: Access through a shortcut should not silently authorize modification of the original source. The substituted action, Validate the shortcut connection identity and effective target storage permissions., is suited to a different situation: A shortcut points to an external object store but users are unexpectedly denied file access. It does not satisfy the specified requirement 3.

Misses requirement 1: Shortcuts expose referenced data paths while avoiding a second physical copy. The substituted action, Validate the shortcut connection identity and effective target storage permissions., is suited to a different situation: A shortcut points to an external object store but users are unexpectedly denied file access. It does not satisfy the specified requirement 1.

Misses requirement 2: Shortcuts are references rather than automatic historical backups. The substituted action, Inspect shortcut definitions and original source ownership during catalog review., is suited to a different situation: A data steward wants to know which OneLake tables are shortcuts to another owner. It does not satisfy the specified requirement 2.

Misses requirement 1: Lakehouses combine OneLake tables and files with Spark-centric engineering workflows. The substituted action, Choose a Fabric warehouse for the supported T-SQL warehouse workflow., is suited to a different situation: A finance team uses relational SQL modeling and stored procedures for a dimensional reporting store. It does not satisfy the specified requirement 1.

Misses requirement 2: Lakehouse Files and Tables support raw assets and managed analytical tables together. The substituted action, Match the relational dimensional workload to a warehouse or lakehouse instead., is suited to a different situation: An architect selects Eventhouse to store all financial dimensional tables without an event-analytics need. It does not satisfy the specified requirement 2.

Misses requirement 3: SQL warehouse tools and Spark notebook runtimes expose different authoring capabilities. The substituted action, Choose a Fabric warehouse for the supported T-SQL warehouse workflow., is suited to a different situation: A finance team uses relational SQL modeling and stored procedures for a dimensional reporting store. It does not satisfy the specified requirement 3.

Misses requirement 3: Integration features can expose governed analytical data without manual file replication. The substituted action, Choose KQL operators and supported update policies for event analytics., is suited to a different situation: A team ingests event records but assumes SQL stored procedures are the standard KQL database transformation interface. It does not satisfy the specified requirement 3.

Misses requirement 1: KQL storage and indexing support operational time-series exploration. The substituted action, Choose KQL operators and supported update policies for event analytics., is suited to a different situation: A team ingests event records but assumes SQL stored procedures are the standard KQL database transformation interface. It does not satisfy the specified requirement 1.

Misses requirement 2: Ingestion transformations should be observable and consistent with event schema contracts. The substituted action, Push selective time and severity predicates into the KQL query., is suited to a different situation: A KQL query returns enormous results and an operator wants to inspect only recent high-severity events. It does not satisfy the specified requirement 2.

Misses requirement 1: Data Factory pipelines orchestrate repeatable bounded source-to-target transfers. The substituted action, Compare landed counts and reconciliation evidence before promoting the output., is suited to a different situation: A pipeline reports success but a source export was only partially delivered. It does not satisfy the specified requirement 1.

Misses requirement 2: Dependency ordering prevents consumers from reading half-landed data. The substituted action, Add controlled retry and idempotent sink logic to the pipeline design., is suited to a different situation: A scheduled copy fails intermittently and an engineer manually reruns it with duplicate output rows. It does not satisfy the specified requirement 2.

Misses requirement 3: Network reachability is a prerequisite to successful authenticated ingestion. The substituted action, Compare landed counts and reconciliation evidence before promoting the output., is suited to a different situation: A pipeline reports success but a source export was only partially delivered. It does not satisfy the specified requirement 3.

Misses requirement 3: Reusable transformation logic reduces drift between data consumers. The substituted action, Set the appropriate data type and locale conversion before loading the target., is suited to a different situation: A Power Query step casts a locale-specific date incorrectly and the dataflow writes nulls. It does not satisfy the specified requirement 3.

Misses requirement 1: Dataflow Gen2 provides low-code shaping of supported source data. The substituted action, Set the appropriate data type and locale conversion before loading the target., is suited to a different situation: A Power Query step casts a locale-specific date incorrectly and the dataflow writes nulls. It does not satisfy the specified requirement 1.

Misses requirement 2: Re-running an ingestion flow must not accidentally multiply source records. The substituted action, Check the destination schema, connection credentials and write privileges., is suited to a different situation: A Dataflow Gen2 transformation succeeds in preview but fails when publishing to a destination. It does not satisfy the specified requirement 2.

Misses requirement 1: Direct Lake queries Delta-backed columns without a full scheduled Import processing copy. The substituted action, Identify an eligible Eventhouse-to-OneLake or supported semantic connection path., is suited to a different situation: An analyst expects a model to include a KQL stream directly without supported integration. It does not satisfy the specified requirement 1.

Misses requirement 2: Data existence in OneLake does not guarantee its inclusion in the model. The substituted action, Review semantic model automatic updates and refresh or reframe behavior., is suited to a different situation: A Direct Lake table updates in Delta but a user still sees an older framed version. It does not satisfy the specified requirement 2.

Misses requirement 3: Native governed integration can avoid unnecessary extract copies and reduce staleness. The substituted action, Identify an eligible Eventhouse-to-OneLake or supported semantic connection path., is suited to a different situation: An analyst expects a model to include a KQL stream directly without supported integration. It does not satisfy the specified requirement 3.

Misses requirement 3: Transport and credentials must be ruled out before changing analytical logic. The substituted action, Configure the supported on-premises data gateway and its data source mapping., is suited to a different situation: An on-premises SQL connection works on the author's laptop but fails from Fabric cloud execution. It does not satisfy the specified requirement 3.

Misses requirement 1: Shared production refreshes should not rely on an employee's account lifecycle. The substituted action, Configure the supported on-premises data gateway and its data source mapping., is suited to a different situation: An on-premises SQL connection works on the author's laptop but fails from Fabric cloud execution. It does not satisfy the specified requirement 1.

Misses requirement 2: Centralized credential management simplifies restoring multiple consumers. The substituted action, Verify least-privilege database grants for the actual connection principal., is suited to a different situation: An administrator grants a gateway operator broad database permissions to fix an access error. It does not satisfy the specified requirement 2.

Misses requirement 1: Views centralize a reusable query definition without manually copying results. The substituted action, Implement a supported SQL function when the scalar logic is appropriate., is suited to a different situation: A finance calculation returns a scalar tax category based on customer region in many SQL queries. It does not satisfy the specified requirement 1.

Misses requirement 2: Stored procedures encapsulate supported parameterized T-SQL operations. The substituted action, Use a physical table or approved materialization workflow when persisted snapshots are required., is suited to a different situation: A developer writes a view and assumes its definition guarantees a materialized daily snapshot. It does not satisfy the specified requirement 2.

Misses requirement 3: Executing a stored procedure depends on both object grants and effective security context. The substituted action, Implement a supported SQL function when the scalar logic is appropriate., is suited to a different situation: A finance calculation returns a scalar tax category based on customer region in many SQL queries. It does not satisfy the specified requirement 3.