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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 live operational data without model caching.

Reusing the shared semantic model centralizes metric definitions and existing managed relationships. That targets reporting on governed enterprise measures, not live operational data without model caching.

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 live operational data without model caching.

The OData connector consumes the endpoint's metadata and entity navigation surface. Its scope is acquiring OData service entities, not combining recurring local extract files.

The database connector supports relational schema browsing and model loading or DirectQuery. That is meant for accessing a managed SQL operational database, not combining recurring local extract files.

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 combining recurring local extract files.

Organizational OAuth uses user or service identity tokens instead of pasting anonymous keys. It would address delegated enterprise identity authentication, not protected API-key authentication.

Windows authentication uses an approved directory context for the internal database. It may suit integrated corporate database access, not protected API-key authentication.

Anonymous mode avoids sending unnecessary secrets to a source designed for public reads. It is useful for permitted unauthenticated catalog reads, not for protected API-key authentication.

Ignoring privacy restrictions can allow query behavior that transmits restricted values to another source. It is useful for restoring privacy isolation after unsafe bypass, not for controlled internal source combination.

Private isolation limits folding and combining that could expose protected source values to another endpoint. Its scope is isolate confidential payroll during data combination, not controlled internal source combination.

Public sources are permitted to contribute data to higher-trust mashups without treating their values as secrets. It would address appropriately classify open-source information, not controlled internal source combination.

Typed and constrained parameters reduce invalid query argument combinations. It would address safe parameter value validation, not changing SQL endpoints safely across environments.

Published parameters and credential configuration are managed in the service independently of the local file. That targets correct service-side production parameter values, not changing SQL endpoints safely across environments.

A parameter provides a typed reusable input to multiple query expressions. It may suit reusable year input in Power Query, not changing SQL endpoints safely across environments.

A gateway cluster can distribute requests and provide availability when a member fails. Its scope is resilient enterprise gateway access, not refresh from isolated corporate SQL.

Standard gateway supports shared enterprise data source administration beyond one user's personal gateway. That is meant for centrally administered gateway reuse, not refresh from isolated corporate SQL.

A public cloud source supported by native service connectivity can refresh without on-premises tunneling. It would address direct managed cloud refresh, not refresh from isolated corporate SQL.

Incremental refresh partitions historical and changing rows to avoid full reprocessing. It would address partition refresh by changing date window, not limit DirectQuery filter-query bursts.

Automatic page refresh updates eligible DirectQuery pages on a defined interval. It may suit recurring real-time page updates, not limit DirectQuery filter-query bursts.

Refresh schedules determine when import data is reloaded from sources. It is useful for align Import freshness with business cadence, not for limiting DirectQuery filter-query bursts.

Service refresh requires matching connection paths and authentication mappings. It is useful for fixing published model gateway binding, not for repair expired cloud credentials.

Connection settings can be updated without rebuilding later transform steps. Its scope is retain transformations after server relocation, not repair expired cloud credentials.

Clearing source permissions removes stored credential bindings for that endpoint. It would address remove obsolete stored source credentials, not repair expired cloud credentials.

JSON navigation and expansion converts hierarchical payloads to tabular columns. It would address flatten structured JSON records, not decode supplier text correctly.

Table extraction selects semantic rows and columns from supported web content. That targets retrieve tabular website data, not decode supplier text correctly.

Delimiter and quotation parsing prevents embedded separators from splitting one logical field. It may suit preserve quoted CSV field boundaries, not decode supplier text correctly.

Query folding indicators and native statements expose pushdown behavior where supported. Its scope is verify relational query folding, not avoid breaking query folding too early.

Reusing a controlled source evaluation may reduce repeated requests when supported by the refresh plan. That is meant for manage rate-limited API request duplication, not avoid breaking query folding too early.

Folded filtering delegates predicates to the database and reduces transferred rows. It would address push restricted date filters to SQL, not avoid breaking query folding too early.

The SharePoint Folder connector enumerates files from site libraries and can combine standard workbook content. It would address combine library-hosted workbook files, not ingest Microsoft Lists rows.

File-scoped connections can retrieve the specified file without scanning every unrelated folder. It may suit connect to one secured cloud workbook, not ingest Microsoft Lists rows.

Shared semantic models preserve upstream governed measures and row security. It is useful for reuse central analytics objects rather than raw files, not for ingest Microsoft Lists rows.