docs(ms-ai-architect): KB-refresh LOW 16/52 — onelake-data-strategy: OneLake Security GA kjerne-engines, Shortcut Transformations GA (CSV/Parquet/JSON), URL-fix

skills/ms-ai-engineering/references/data-engineering/onelake-data-strategy.md

@@ -1,7 +1,7 @@
 # OneLake Data Strategy and Shortcuts
 
-**Last updated:** 2026-02
-**Status:** GA (Shortcuts), Preview (OneLake Security, Shortcut Transformations)
+**Last updated:** 2026-06-24
+**Status:** GA (Shortcuts, OneLake Security for kjerne-engines, Shortcut Transformations for CSV/Parquet/JSON), Preview (OneLake Security på Eventhouse/3.-parts-engines, Shortcut Transformations for Excel + AI-powered)
 **Category:** Data Engineering for AI
 
 ---
@@ -16,7 +16,7 @@ For AI-arkitekter og data engineers er dette en game-changer: du kan bygge RAG-s
 - **Zero-copy data unification** — shortcuts peker til data, ikke kopierer dem
 - **Multi-cloud support** — Azure, AWS, GCP, on-premises (via OPDG)
 - **Transparent access** — alle Fabric-engines (Spark, SQL, KQL, Analysis Services) ser shortcuts som native folders
-- **Unified security** — OneLake RBAC (preview) gir granulær tilgangskontroll på tvers av alle shortcuts
+- **Unified security** — OneLake security (RLS/CLS — GA for kjerne-engines: Lakehouse, Spark, SQL analytics endpoint i user-identity mode, Direct Lake semantic models) gir granulær tilgangskontroll på tvers av alle shortcuts
 - **API compatibility** — ADLS Gen2 og Blob Storage APIs fungerer nativt mot OneLake
 
 **Confidence:** High — basert på 11 offisielle Microsoft Learn-kilder, inkludert REST API-dokumentasjon og Python/TypeScript code samples (2026-01-2026-02).
@@ -113,7 +113,7 @@ MyLakehouse.Lakehouse/
 
 ---
 
-### 4. Shortcut Transformations (Preview)
+### 4. Shortcut Transformations (GA for CSV/Parquet/JSON, Preview for Excel + AI-powered)
 Automatisk konvertering av raw files (CSV, Parquet, JSON) til Delta tables:
 
 **How it works:**
@@ -135,7 +135,7 @@ Automatisk konvertering av raw files (CSV, Parquet, JSON) til Delta tables:
 
 ---
 
-### 5. OneLake Security (Preview)
+### 5. OneLake Security (GA for kjerne-engines)
 
 OneLake bruker **RBAC (Role-Based Access Control)** med deny-by-default:
 
@@ -181,10 +181,10 @@ OneLake bruker **RBAC (Role-Based Access Control)** med deny-by-default:
 
 | Engine | RLS/CLS Filtering | Status |
 |--------|-------------------|--------|
-| Lakehouse | ✅ Yes | Preview |
-| Spark notebooks | ✅ Yes | Preview |
-| SQL Analytics Endpoint (user's identity mode) | ✅ Yes | Preview |
-| Semantic models (DirectLake on OneLake) | ✅ Yes | Preview |
+| Lakehouse | ✅ Yes | GA |
+| Spark notebooks | ✅ Yes | GA |
+| SQL Analytics Endpoint (user's identity mode) | ✅ Yes | GA |
+| Semantic models (DirectLake on OneLake) | ✅ Yes | GA |
 | Eventhouse | ❌ No | Planned |
 | Data warehouse external tables | ❌ No | Planned |
 
@@ -732,7 +732,7 @@ RAG_Lakehouse
 1. **OneLake shortcuts** — https://learn.microsoft.com/en-us/fabric/onelake/onelake-shortcuts (fetched 2026-02-11)
 2. **OneLake security access control model** — https://learn.microsoft.com/en-us/fabric/onelake/security/data-access-control-model (fetched 2026-02-11)
 3. **OneLake shortcut security** — https://learn.microsoft.com/en-us/fabric/onelake/onelake-shortcut-security
-4. **Shortcut Transformations (File)** — https://learn.microsoft.com/en-us/fabric/onelake/shortcuts-file-transformations/transformations
+4. **Shortcut Transformations (File)** — https://learn.microsoft.com/en-us/fabric/onelake/shortcuts/transformations
 5. **Get started with OneLake security (preview)** — https://learn.microsoft.com/en-us/fabric/onelake/security/get-started-onelake-security
 6. **OneLake access with APIs** — https://learn.microsoft.com/en-us/fabric/onelake/onelake-access-api
 7. **Azure AI Search: OneLake knowledge source** — https://learn.microsoft.com/en-us/azure/search/agentic-knowledge-source-how-to-onelake