Refresh SQL Endpoint Metadata

When working with Microsoft Fabric, one common challenge is keeping the SQL endpoint in sync with the Lakehouse endpoint after a pipeline run. Fabric provides two endpoints for every Lakehouse: Why does the SQL endpoint sometimes lag? The SQL endpoint doesn’t automatically refresh its metadata the moment new data lands in the Lakehouse. Instead, a … Read more

Release 81

Weekly Release Note – Week Ending 03 November 2025 New Views project_meta_codes_pmn A new DataMart view based on data sourced from the SharePoint List PMN, processed via a GEN2 Dataflow to the Bronze layer.🔗 View Documentation This view enables portfolio and project management insights by transforming Project Manager Narratives (PMNs) into a structured, analysable format. … Read more

GeneralLedger.Item_Codes_Balance

Purpose This view supports financial control and transparency by standardising balance-level data for consistent reporting and reconciliation. It helps finance and business leaders understand balance movements, inter-company positions, and the relationship between projects, programmes, and cost centres. Use Case Suggested dashboard insights: Source Integration with Dimension / Reference Tables Joins used (per SQL): (none in … Read more

GeneralLedger.Item_Codes_Transaction

Purpose This view provides a clear and consistent way to analyse individual General Ledger transactions across the organisation. It breaks each posting down into structured attributes — such as journal, project, programme, or inter-company activity — so that financial movements can be explored, reconciled, and connected to operational detail. Use Case Suggested dashboard insights: Source … Read more

GeneralLedger.Meta_Codes_Details

Purpose This view provides a consistent and detailed picture of General Ledger activity across the organisation. By standardising ledger attributes and dimensional codes, it enables reliable analysis of financial movements, balances, and reconciliations — all within a single, governed structure. This view supports finance and audit teams in maintaining clarity and confidence in financial data. … Read more

Release 80

DataMart views changed since 01-Oct-2025. Executive summary New views Renamed / globalised Downstream dependencies: Corrections Improvements to source identification & aliasing Purpose: Ensure tables are identified using their non-dollar names for lineage and metadata consistency. Change pattern:'{“Source”:”ifs.[QFACT_BMT_DWH_INVOICE_TAB_IAS$]”}’ as SOURCE_SYSTEM→'{“Source”:”ifs.[QFACT_BMT_DWH_INVOICE_TAB_IAS]”}’ as SOURCE_SYSTEM Views updated: Global query structure change (Beta & 202409 queries) Adopted a consistent CTE … Read more

Running a Stored Procedure for Multiple Dates in Power BI

Purpose:To run the stored procedure get.myArchive from Power BI for a series of previous Sundays (for example, the last six Sundays), and optionally combine or parameterise the results. 🧭 Background The get.myArchive procedure is designed to retrieve snapshot data for a specified date.By default, Power BI passes a single date parameter such as: However, when … Read more

Project.Meta_Codes_PMN

Project Managers Narrative Purpose This view supports a range of portfolio and project management insights, helping decision-makers understand delivery health and emerging risks across all active projects. It transforms Project Manager Narratives (PMNs) into a structured, analysable format, making it easier to identify recurring risks, schedule pressures, and delivery challenges. By standardising how commentary is … Read more

Power BI guide: managing the current views & a simple pivot pattern

This note explains how to turn the current views (wide–from–tall) into a report‑friendly table using Power Query (recommended) or DAX. It covers two common layouts: It also shows how to extract a human‑readable Description from the JSON in VALUE_METADATA. Source schema (tall, meta-driven) Expected columns: Assumption: Each (OBJECT_SEQ, [META_TYPE], ATTRIBUTE) appears at most once for … Read more

Look in the box first

Should We Reuse Standard Dynamics 365 / Dataverse Tables for Our In‑House Apps? 1) Why We’re Talking About This We’re starting an important conversation: when we build apps internally, should we lean on the standard tables already in Dynamics 365 / Dataverse (like Account, Contact, Opportunity, Project), or should we keep spinning up new SharePoint … Read more