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A successful Power BI refresh cannot invent source updates that have not yet arrived. It would address distinguish stale source data from refresh failure, not restore private database refresh connectivity.

Type conversion errors occur when raw values cannot be parsed as the specified type. That targets repair numeric conversion during refresh, not restore private database refresh connectivity.

Source query filters determine which records enter the loaded model. It may suit recover unintentionally filtered historical rows, not restore private database refresh connectivity.

A connected report can inherit semantic-model security rather than recreate rules independently. Its scope is preserve governed data-access semantics, not isolate experimental model changes.

Central models keep shared measures and relationships under one steward. That is meant for consistent enterprise KPI reuse, not isolate experimental model changes.

Dataflows centralize Power Query transformation logic for multiple downstream consumers. It would address reusable data preparation across reports, not isolate experimental model changes.

DirectQuery reads current source records during visual evaluation subject to source latency. It would address near-live source evaluation, not analytical access to OneLake storage.

Semantic model sharing avoids redefining measures, model relationships, and security configuration. It may suit reuse DAX measure definitions, not analytical access to OneLake storage.

Import keeps compressed rows available without a live database connection during interaction. It is useful for offline report analysis during source outage, not for analytical access to OneLake storage.

Least-privileged source identities reduce risk of broad database control. It is useful for limiting refresh credential privilege, not for revoke expiring collaborator authorization.

Workload identity separates unattended service access from personal user credentials. Its scope is protected unattended API access, not revoke expiring collaborator authorization.

Credential configuration determines the security context used when fetching source rows. It would address audit identity used during data refresh, not revoke expiring collaborator authorization.

Parameter reuse prevents inconsistent hard-coded constants across query steps. It would address consistent parameterized threshold management, not restrict dynamic source choices.

Shared parameters centralize per-environment database selection without editing all scripts. That targets controlled subsidiary source parameterization, not restrict dynamic source choices.

Correctly typed parameters avoid incompatible M comparisons and filter errors. It may suit repair date parameter typing, not restrict dynamic source choices.

Cursor paging is necessary to collect all result pages under a paginated API contract. Its scope is complete paged API extraction, not correct multi-block flat-file import.

Column projection reduces data transfer and downstream model memory usage. That is meant for trim acquired data to required fields, not correct multi-block flat-file import.

Matching source grain can reduce row volume without losing the needed report detail. It would address select fit-for-purpose source granularity, not correct multi-block flat-file import.

Azure SQL connectivity retrieves supported tables and queries from the managed relational service. It would address direct Azure SQL ingestion, not exploratory workbook import.

Direct Lake serves supported tabular views over OneLake data without a separate full import. It may suit query Fabric Lakehouse assets directly, not exploratory workbook import.

Build access allows creating content based on an approved semantic model without acquiring raw credentials. It is useful for authorized reuse of shared model, not for exploratory workbook import.

Endorsed datasets have a known accountable owner and reviewed metric meaning. It is useful for selecting trusted KPI source, not for minimize personally identifying source fields.

Source-of-truth governance prevents adopting unverified alternate totals. Its scope is resolve competing revenue sources, not minimize personally identifying source fields.

Accountable managed identities reduce orphaned access and make rotation supportable. It would address accountable production connector ownership, not minimize personally identifying source fields.

Direct Lake reads underlying Delta data using the tabular engine and avoids a conventional full import duplicate. It would address querying lakehouse Delta tables directly, not reporting on governed enterprise measures.

Import materializes compressed data in the model and queries it without contacting the operational source on each interaction. It may suit low-latency cached historical analytics, not reporting on governed enterprise measures.

DirectQuery sends supported visual queries to the source instead of storing imported fact rows. It is useful for live operational data without model caching, not for reporting on governed enterprise measures.

Folder enumeration and sample-file transformation combine consistently shaped files. It is useful for combining recurring local extract files, not for accessing a managed SQL operational database.

The OData connector consumes the endpoint's metadata and entity navigation surface. Its scope is acquiring OData service entities, not accessing a managed SQL operational database.

The list connector retrieves list item fields and metadata instead of pretending the list is a file. It would address loading structured SharePoint list items, not accessing a managed SQL operational database.

Organizational OAuth uses user or service identity tokens instead of pasting anonymous keys. It would address delegated enterprise identity authentication, not permitted unauthenticated catalog reads.

The Web API credential mechanism supplies an authorized API key without embedding it in query text. That targets protected API-key authentication, not permitted unauthenticated catalog reads.

Windows authentication uses an approved directory context for the internal database. It may suit integrated corporate database access, not permitted unauthenticated catalog reads.