#OneLake

Building a Data Pipeline Using VSCode and Claude Out of Thin Air A complete data pipeline running on Microsoft Fabric that downloads public data, transforms it into a star schema, exports it as Delta Lake tables, and serves it through a Power BI semantic model w…

1 week ago

Building a Data Pipeline Using VSCode and Claude Out of Thin Air

#duckdb #onelake #vscode

datamonkeysite.com/2026/03/05/b...

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Fine-grained ReadWrite access to data with OneLake security (Preview) | Microsoft Fabric Blog | Microsoft Fabric Introduction to ReadWrite access Support for ReadWrite access controls within lakehouse items is a powerful new capability, now available in preview. This enhancement gives data owners the ability to ...

2 weeks ago

Fine-grained ReadWrite access to data with OneLake security
#OneLake #DataSecurity #lakehouse #MicrosoftFabric
blog.fabric.microsoft.com/en-US/blog/f...

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Querying a Onelake Table with RLS and CLS Using DuckDB’s MSSQL Extension Microsoft Fabric Lakehouse supports Row-Level Security (RLS) and Column-Level Security (CLS) . it works with trusted engines like PowerBI, Spark running inside Fabric etc, but if you use Python not…

3 weeks ago

when you apply RLS and CLS to a #onelake table, direct storage access get blocked, which means, #duckdb can not read it, there is a solution though using #SQLServer extension
datamonkeysite.com/2026/02/14/q...

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Mirroring for SQL Server in Microsoft Fabric (Generally Available) | Microsoft Fabric Blog | Microsoft Fabric In today’s AI driven world, analytics platforms are only as good as their data. With the ever-increasing amount of data being collected in various applications, databases, and data warehouses in an en...

1 month ago

Mirroring for SQL Server in Microsoft Fabric
#MicrosoftFabric #SQLServer #Dataanalytics #OneLake #AI #DataScience #ChangeDataCapture #DataReplication
blog.fabric.microsoft.com/en-AU/blog/m...

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OPENROWSET and External Tables for Fabric SQL Databases (Preview) | Microsoft Fabric Blog | Microsoft Fabric Data Virtualization (Preview) for Fabric SQL Databases, enable you to query, analyze, and ingest OneLake data (CSV, Parquet, JSON) without moving or duplicating it. Data Virtualization brings to Fabri...

1 month ago

OPENROWSET and External Tables for Fabric SQL Databases
#SQL #SQLDatabase #MicrosoftFabric #DataVirtualization #Analytics #TSQL #OneLake

blog.fabric.microsoft.com/en-US/blog/o...

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The NotebookUtils Gems I Wish More Fabric Notebooks Used Most Fabric notebook code I review has the same telltale shape: a little Spark, a hardcoded path (or three), and just enough glue logic to “get it to run.” And then, a month later, someone copies it into another workspace and everything breaks. NotebookUtils is one of the easiest ways to avoid that fate. It’s built into Fabric notebooks, it’s designed for the common “day two” problems (orchestration, configuration, identities, file movement), and it’s still surprisingly underused. NotebookUtils is also the successor to mssparkutils—backward compatible today, but clearly where Microsoft is investing going forward.

1 month ago

If your Fabric notebooks keep breaking when you copy them to a new workspace, it’s probably not your Spark—it’s your glue code. Here are the underused NotebookUtils functions that make notebooks modular, portable, and production-friendly. #MicrosoftFabric #DataEngineering #OneLake

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YUN ZHU(朱贇)

@yzhums.bsky.social

1 month ago

Microsoft OneLake and Snowflake interoperability (Generally Available) | Microsoft Fabric Blog | Microsoft Fabric Data teams today are under extraordinary pressure. Expectations around analytics and AI have never been higher, yet enterprise data continues to live across a patchwork of systems, tools, and platform...

Microsoft OneLake and Snowflake interoperability (Generally Available)
blog.fabric.microsoft.com/en-US/blog/m...

#Fabric
#OneLake
#Snowflake

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The Hidden Permission Chain Behind Cross-Workspace Lakehouse Shortcuts (for Semantic Models) One of the cleanest patterns in Microsoft Fabric is splitting your world in two: a “data product” workspace that owns curated lakehouses, and an “analytics” workspace that owns semantic models and reports. You connect the two with a OneLake shortcut, and suddenly you’ve avoided copies, reduced refresh complexity, and kept your architecture tidy. Then the first DirectLake semantic model hits that shortcut and… the tables don’t load. This post walks through what’s really happening in that moment in Microsoft Fabric, what permissions you actually need (and where), and how to tighten the whole pattern with OneLake Security instead of simply widening access.

1 month ago

Cross-workspace #OneLake #Shortcuts are one of the best architectural patterns in #MSFabric—until your #SemanticModel hits a 403 and nobody’s sure why. The fix isn’t “make them a workspace member.” It's to really understand the permissioning structures.

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Stop Paying Hot-Tier Prices for Cold Data: Using ADLS Gen2 to Tame Fabric Ingestion Storage Costs If you’ve been living in Microsoft Fabric for a few months, you’ve probably felt it: the platform makes it incredibly easy to ingest data… and surprisingly easy to rack up storage spend while you’re doing it (especially considering how much storage is included). The pattern is common. A team starts with a Lakehouse, adds Pipelines or Dataflows Gen2 for ingestion, follows a sensible medallion approach, and before long they’re keeping “just in case” raw files, repeated snapshots, and long-running history inside OneLake—often at the same performance tier as yesterday’s data.

1 month ago

#MSFabric storage got expensive? You’re not alone. The fix usually isn’t “delete data”—it’s separating #Archives from analytics storage. In this deep dive, I walk through how to use ADLS Gen2 + #OneLake shortcuts + trusted workspace access to cut storage bloat while keeping Fabric workflows intact.

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Reza Rad

@rezarad.bsky.social

1 month ago

Power BI & Fabric Summit 2026 - Happening Soon YouTube video by RADACAD

#PowerBI and #Microsoft #Fabric #Summit is happening in just FOUR weeks, are you ready? Are you registered?

youtu.be/iDGmk3Lh0t4

#DataAnalytics #Analytics #DataWarehouse #DataScience #AI #MicrosoftAI #Copilot #RTI #RealTimeIntelligence #DataEngineering #OneLake #DataFactory

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GIGS.TECH

@gigsdottech.bsky.social

1 month ago

Fabric + Dataverse = Link. The "Synapse Link" is evolving into "Fabric Link." No more ETL. Your Dataverse data just appears in OneLake. If you are building custom SSIS packages to move data for reporting, you are living in 2020. Stop it.

#MicrosoftFabric #DataAnalytics #OneLake

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From Tables to Networks: A Deep Dive into Graph in Microsoft Fabric for Financial Services Insights Most financial services data is already “connected.” It just isn’t modeled that way. Fraud rings don’t show up as a single row. Money laundering doesn’t announce itself in one transaction. Counterparty exposure isn’t obvious from one booking. The meaningful signal lives in relationships: who shares an address, which accounts route funds through the same nodes, where devices and identities overlap, and how risk propagates through a network. Graph in Microsoft Fabric is designed for exactly that: turning your OneLake data into a connected model you can explore visually, query with GQL, and enrich with built-in graph algorithms—without standing up a separate graph stack and duplicating data.

2 months ago

Your #fraud and #AML signals are hiding in plain sight,inside the relationships your tables don’t model well. This post shows how #Graph in #MicrosoftFabric turns #OneLake data into a network you can query and explore visually—so investigations and insights start from connections, not joins.

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2 months ago

Microsoft Azure Virtual Training Day: Data Fundamentals
#training #databricks #MicrosoftFabric #OneLake #Cloud #analytics #BigData #DataVisualization #CosmosDB #Azure
msevents.microsoft.com/event?id=349...

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OneLake Security on the SQL Analytics Endpoint | Microsoft Fabric Blog | Microsoft Fabric OneLake Security centralizes fine-grained data access for Microsoft Fabric data items and enforces it consistently across engines.Currently in Preview and opt-in per item, it lets you define roles ove...

2 months ago

OneLake Security on the SQL Analytics Endpoint
#DataWarehouse #Lakehouse #MicrosoftFabric #OneLake #Cybersecurity #DataSecurity
blog.fabric.microsoft.com/en-US/blog/o...

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How to Automate OneLake Shortcuts for Eventhouse (Step-by-Step) - Anssi Pannula Automate OneLake shortcuts for Eventhouse with a two-step REST API approach. Complete guide with code examples and authentication details.

2 months ago

Seriously impressive performance from #Polars with delta_sink to #onelake 🚀
Fully reproducible test:
github.com/djouallah/Fa...

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Anssi Pannula

@anssitehti.eu

2 months ago

Automating OneLake shortcuts for Eventhouse? While the UI is one-click, automation needs two REST calls: shortcut creation + KQL external table. Here's the complete step-by-step guide 👇

anssitehti.eu/how-to-autom...

#MicrosoftFabric #OneLake #RealTimeaAalytics

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Purple Frog Data🐸

@purplefrogsys.bsky.social

2 months ago

Siloed data slows decisions.

OneLake in Microsoft Fabric creates a single data foundation for analytics, AI, and reporting.
One source. More trust.

Better data flow means better decisions.
👉 www.purplefrogsystems.com

#MicrosoftFabric #DataStrategy #AI #OneLake

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Nikola Ilic

@datamozart.bsky.social

3 months ago

No better way to kick off the weekend than reading through the feedback I received for my two sessions from Power Conference Prague last week😊

My full-day #MicrosoftFabric precon got a 4.8 average rating, whereas the regular #OneLake #DataEngineering session was rated 4.9!

Thank YOU🙏

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Donna E

@edwardsdna.bsky.social

3 months ago

Unlock Data Potential: How OneLake is Fabric's Game-Changing Unified Data Foundation As a Fabric User, I've witnessed the evolution of data platforms. We've all managed the chaos: a data lake here, a data warehouse there, and a labyrinth of ETL pipelines connecting them. It's complex, costly, and slows us down. Microsoft Fabric introduces a feature that fundamentally changes this paradigm: OneLake.

Unlock Data Potential: How OneLake is Fabric's Game-Changing Unified Data Foundation: As a Fabric User, I've witnessed the evolution of data platforms. We've all managed the chaos: a data lake here, a data warehouse there,… @PowerBI #DataManagement #MicrosoftFabric #OneLake #DataLake #DataWarehouse

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Don Porqué

@donporque.bsky.social

3 months ago

¿Por qué Excel sigue siendo el arma secreta de Microsoft? Excel cumple 40 años y sigue aún al mando: IA, Python y Power BI lo convierten en el lienzo donde cierran decisiones clave y crece Microsoft. Excel no sólo resiste: manda con una mezcla de costumbre p...

¿Por qué Excel sigue siendo el arma secreta de Microsoft? #Excel #Microsoft #IA #Copilot #Python #PowerBI #Microsoft365 #Productividad #Datos #9dediciembre #felizmartes #Tecnología #Fabric #OneLake #España
donporque.com/excel-sigue-...

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Reza Rad

@rezarad.bsky.social

3 months ago

Shortcut to OneDrive or SharePoint from Microsoft Fabric YouTube video by RADACAD

You can create a #shortcut from #MicrosoftFabric #Lakehouse to #OneDrive and #SharePoint without copying the files

In today's video, I explained how that works;

youtu.be/nYqdyeOudqw

#DataIntegration #ETL #DataAnalytics #Analytics #BusinessIntelligence #PowerBI #Tech #OneLake

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