From c8b47adcc8b715df1fdaabdc8319342950ee6589 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Mon, 19 Jan 2026 13:22:48 +0100 Subject: [PATCH 01/21] Resolve add/add conflicts: prefer main for KB files --- content/kb/bpa-avoid-invalid-characters-descriptions.md | 3 ++- content/kb/bpa-avoid-invalid-characters-names.md | 2 +- content/kb/bpa-avoid-provider-partitions-structured.md | 2 +- content/kb/bpa-calculation-groups-no-items.md | 2 +- content/kb/bpa-data-column-source.md | 2 +- content/kb/bpa-date-table-exists.md | 2 +- content/kb/bpa-do-not-summarize-numeric.md | 2 +- content/kb/bpa-expression-required.md | 2 +- content/kb/bpa-format-string-columns.md | 2 +- content/kb/bpa-format-string-measures.md | 2 +- content/kb/bpa-hide-foreign-keys.md | 2 +- content/kb/bpa-many-to-many-single-direction.md | 2 +- content/kb/bpa-perspectives-no-objects.md | 2 +- content/kb/bpa-powerbi-latest-compatibility.md | 2 +- content/kb/bpa-relationship-same-datatype.md | 2 +- content/kb/bpa-remove-auto-date-table.md | 2 +- content/kb/bpa-remove-unused-data-sources.md | 7 +++++-- content/kb/bpa-set-isavailableinmdx-false.md | 2 +- content/kb/bpa-set-isavailableinmdx-true-necessary.md | 2 +- content/kb/bpa-specify-application-name.md | 2 +- content/kb/bpa-translate-descriptions.md | 2 +- content/kb/bpa-translate-display-folders.md | 2 +- content/kb/bpa-translate-hierarchy-levels.md | 2 +- content/kb/bpa-translate-perspectives.md | 2 +- content/kb/bpa-translate-visible-names.md | 2 +- 25 files changed, 30 insertions(+), 26 deletions(-) diff --git a/content/kb/bpa-avoid-invalid-characters-descriptions.md b/content/kb/bpa-avoid-invalid-characters-descriptions.md index abd0bd25..0c322b1c 100644 --- a/content/kb/bpa-avoid-invalid-characters-descriptions.md +++ b/content/kb/bpa-avoid-invalid-characters-descriptions.md @@ -12,7 +12,8 @@ description: Best practice rule preventing display and deployment issues by iden This best practice rule identifies objects whose descriptions contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause display problems, metadata corruption, and deployment failures. -- Category: Error Prevention +- Category: **Error Prevention** + - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-avoid-invalid-characters-names.md b/content/kb/bpa-avoid-invalid-characters-names.md index be43497c..6dcda095 100644 --- a/content/kb/bpa-avoid-invalid-characters-names.md +++ b/content/kb/bpa-avoid-invalid-characters-names.md @@ -12,7 +12,7 @@ description: Best practice rule preventing deployment errors by identifying cont This best practice rule identifies objects whose names contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause deployment failures, rendering issues, and data corruption. -- Category: Error Prevention +- Category: **Error Prevention** - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-avoid-provider-partitions-structured.md b/content/kb/bpa-avoid-provider-partitions-structured.md index c0f3a440..e6654042 100644 --- a/content/kb/bpa-avoid-provider-partitions-structured.md +++ b/content/kb/bpa-avoid-provider-partitions-structured.md @@ -12,7 +12,7 @@ description: Best practice rule preventing deployment errors by identifying lega This best practice rule identifies partitions that use legacy provider-based queries (SourceType = Query) with structured data sources in Power BI models. This combination is not supported in Power BI Service and will cause deployment failures. -- Category: Error Prevention +- Category: **Error Prevention** - Severity: Medium (2) diff --git a/content/kb/bpa-calculation-groups-no-items.md b/content/kb/bpa-calculation-groups-no-items.md index 486293ab..58d66019 100644 --- a/content/kb/bpa-calculation-groups-no-items.md +++ b/content/kb/bpa-calculation-groups-no-items.md @@ -12,7 +12,7 @@ description: Best practice rule identifying calculation groups without calculati This best practice rule identifies calculation groups that contain no calculation items. Empty calculation groups serve no purpose and should be populated or removed. -- Category: Maintenance +- Category: **Maintenance** - Severity: Medium (2) ## Applies To diff --git a/content/kb/bpa-data-column-source.md b/content/kb/bpa-data-column-source.md index 9bc9e55b..f9a29af0 100644 --- a/content/kb/bpa-data-column-source.md +++ b/content/kb/bpa-data-column-source.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring data columns have a valid source column This best practice rule identifies data columns that lack a valid `SourceColumn` property. Every data column must reference a source column from the underlying data source to function correctly during refresh. -- Category: Error Prevention +- Category: **Error Prevention** - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-date-table-exists.md b/content/kb/bpa-date-table-exists.md index 97931246..682572a9 100644 --- a/content/kb/bpa-date-table-exists.md +++ b/content/kb/bpa-date-table-exists.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring your model includes a dedicated date ta This best practice rule verifies that your tabular model contains at least one properly configured date table. Date tables are essential for time intelligence calculations and ensuring consistent date-based filtering across your model. -- Category: Performance +- Category: **Performance** - Severity: Medium (2) diff --git a/content/kb/bpa-do-not-summarize-numeric.md b/content/kb/bpa-do-not-summarize-numeric.md index f29ab822..de97647f 100644 --- a/content/kb/bpa-do-not-summarize-numeric.md +++ b/content/kb/bpa-do-not-summarize-numeric.md @@ -12,7 +12,7 @@ description: Best practice rule preventing incorrect default aggregations on num This best practice rule identifies visible numeric columns (Int64, Decimal, Double) that have a default aggregation behavior (`SummarizeBy`) other than `None`. Most numeric columns should not be automatically aggregated, as summing values like IDs, quantities in non-additive contexts, or codes produces meaningless results. -- Category: Formatting +- Category: **Formatting** - Severity: High (3) diff --git a/content/kb/bpa-expression-required.md b/content/kb/bpa-expression-required.md index 5dd370ef..0e76abf9 100644 --- a/content/kb/bpa-expression-required.md +++ b/content/kb/bpa-expression-required.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring measures, calculated columns, and calcu This best practice rule identifies measures, calculated columns, and calculation items that lack a DAX expression. All calculated objects must have a valid, non-empty expression to function correctly and prevent errors during model deployment and query execution. -- Category: Error Prevention +- Category: **Error Prevention** - Severity: High (3) diff --git a/content/kb/bpa-format-string-columns.md b/content/kb/bpa-format-string-columns.md index 69428333..e36aa703 100644 --- a/content/kb/bpa-format-string-columns.md +++ b/content/kb/bpa-format-string-columns.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring visible numeric and date columns have a This best practice rule identifies visible columns with numeric or date data types that lack format strings. Format strings ensure consistent, professional data display across all client tools. -- Category: Formatting +- Category: **Formatting** - Severity: Medium (2) diff --git a/content/kb/bpa-format-string-measures.md b/content/kb/bpa-format-string-measures.md index 7b4cf80f..3f150e64 100644 --- a/content/kb/bpa-format-string-measures.md +++ b/content/kb/bpa-format-string-measures.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring visible measures have appropriate forma This best practice rule identifies visible measures with numeric or date data types that lack format strings. All measures should have explicit format strings for professional, consistent display. -- Category: Formatting +- Category: **Formatting** - Severity: Medium (2) diff --git a/content/kb/bpa-hide-foreign-keys.md b/content/kb/bpa-hide-foreign-keys.md index 62717d39..84dffd1b 100644 --- a/content/kb/bpa-hide-foreign-keys.md +++ b/content/kb/bpa-hide-foreign-keys.md @@ -12,7 +12,7 @@ description: Best practice rule for hiding foreign key columns to simplify the m This best practice rule identifies foreign key columns (many-side of relationships) that are visible to end users. Foreign keys should be hidden because they serve only as relationship connectors and provide no analytical value when displayed. -- Category: Formatting +- Category: **Formatting** - Severity: Medium (2) diff --git a/content/kb/bpa-many-to-many-single-direction.md b/content/kb/bpa-many-to-many-single-direction.md index fdcadb21..42bde8a1 100644 --- a/content/kb/bpa-many-to-many-single-direction.md +++ b/content/kb/bpa-many-to-many-single-direction.md @@ -12,7 +12,7 @@ description: Best practice rule to avoid performance issues by using single-dire This best practice rule identifies many-to-many relationships that use bidirectional cross-filtering. Many-to-many relationships with both-directions filtering cause significant performance degradation. -- Category: Performance +- Category: **Performance** - Severity: Medium (2) ## Applies To diff --git a/content/kb/bpa-perspectives-no-objects.md b/content/kb/bpa-perspectives-no-objects.md index 13772524..7491c4e7 100644 --- a/content/kb/bpa-perspectives-no-objects.md +++ b/content/kb/bpa-perspectives-no-objects.md @@ -12,7 +12,7 @@ description: Best practice rule for removing empty perspectives that contain no This best practice rule identifies perspectives that don't contain any visible tables. Empty perspectives serve no purpose and should be removed. -- Category: Maintenance +- Category: **Maintenance** - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-powerbi-latest-compatibility.md b/content/kb/bpa-powerbi-latest-compatibility.md index bb97ccb7..c531b366 100644 --- a/content/kb/bpa-powerbi-latest-compatibility.md +++ b/content/kb/bpa-powerbi-latest-compatibility.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring Power BI models use the latest compatib This rule identifies Power BI models not using the latest available compatibility level. Using the latest level ensures access to newest features, performance optimizations, and bug fixes. -- Category: Governance +- Category: **Governance** - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-relationship-same-datatype.md b/content/kb/bpa-relationship-same-datatype.md index fb3263fd..a428edbc 100644 --- a/content/kb/bpa-relationship-same-datatype.md +++ b/content/kb/bpa-relationship-same-datatype.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring relationships connect columns with matc This best practice rule identifies relationships where the connected columns have mismatched data types. Both columns in a relationship must share the same data type to ensure proper filtering, prevent errors, and maintain optimal query performance. -- Category: Error Prevention +- Category: **Error Prevention** - Severity: High (3) diff --git a/content/kb/bpa-remove-auto-date-table.md b/content/kb/bpa-remove-auto-date-table.md index 91451c32..240ed4e9 100644 --- a/content/kb/bpa-remove-auto-date-table.md +++ b/content/kb/bpa-remove-auto-date-table.md @@ -12,7 +12,7 @@ description: Best practice rule to identify and remove automatically generated d This best practice rule identifies automatically generated date tables created by Power BI Desktop. These auto-generated tables (`DateTableTemplate_` and `LocalDateTable_`) should be removed in favor of a single, explicit date table to optimize model size and performance. -- Category: Performance +- Category: **Performance** - Severity: Medium (2) diff --git a/content/kb/bpa-remove-unused-data-sources.md b/content/kb/bpa-remove-unused-data-sources.md index d5b82ed4..cced3cbe 100644 --- a/content/kb/bpa-remove-unused-data-sources.md +++ b/content/kb/bpa-remove-unused-data-sources.md @@ -12,8 +12,9 @@ description: Best practice rule for removing orphaned data sources to reduce mod This best practice rule identifies data sources that are not referenced by any partitions or table expressions. Removing unused data sources reduces model complexity, improves maintainability, and prevents confusion. -- Category: Maintenance -- Severity: Low (1) +Category: **Maintenance** + +Severity: Low (1) ## Applies To @@ -105,6 +106,8 @@ Data Sources: ## False Positives +### Dynamic References + The rule may flag data sources that are: - Referenced through dynamic M expressions using variables - Used in commented-out partition queries diff --git a/content/kb/bpa-set-isavailableinmdx-false.md b/content/kb/bpa-set-isavailableinmdx-false.md index 80f4c327..4c4bace9 100644 --- a/content/kb/bpa-set-isavailableinmdx-false.md +++ b/content/kb/bpa-set-isavailableinmdx-false.md @@ -12,7 +12,7 @@ description: Best practice rule to optimize performance by disabling MDX access This best practice rule identifies hidden columns that have the `IsAvailableInMDX` property set to `true` but don't need to be accessible through MDX queries. Setting this property to `false` for unused hidden columns can improve query performance and reduce memory overhead. -- Category: Performance +- Category: **Performance** - Severity: Medium (2) ## Applies To diff --git a/content/kb/bpa-set-isavailableinmdx-true-necessary.md b/content/kb/bpa-set-isavailableinmdx-true-necessary.md index 5c3062cc..eff2ac93 100644 --- a/content/kb/bpa-set-isavailableinmdx-true-necessary.md +++ b/content/kb/bpa-set-isavailableinmdx-true-necessary.md @@ -12,7 +12,7 @@ description: Best practice rule preventing query errors by ensuring columns used This best practice rule identifies columns that have `IsAvailableInMDX` set to `false` but are actually used in scenarios requiring MDX access. These columns must have MDX availability enabled to function correctly in hierarchies, relationships, and sort operations. -- Category: Error Prevention +- Category: **Error Prevention** - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-specify-application-name.md b/content/kb/bpa-specify-application-name.md index 50dbf82b..05db057c 100644 --- a/content/kb/bpa-specify-application-name.md +++ b/content/kb/bpa-specify-application-name.md @@ -12,7 +12,7 @@ description: Best practice rule for including application name in SQL Server con This rule identifies SQL Server provider data sources that lack an Application Name parameter in their connection strings. Including the application name enables better monitoring and troubleshooting. -- Category: Performance +- Category: **Performance** - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-descriptions.md b/content/kb/bpa-translate-descriptions.md index 24a01fb4..35d897f7 100644 --- a/content/kb/bpa-translate-descriptions.md +++ b/content/kb/bpa-translate-descriptions.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring object descriptions are translated for This rule identifies objects with descriptions that lack translations for one or more cultures. -- Category: Model Layout +- Category: **Model Layout** - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-display-folders.md b/content/kb/bpa-translate-display-folders.md index a8b7bb38..64c7ba21 100644 --- a/content/kb/bpa-translate-display-folders.md +++ b/content/kb/bpa-translate-display-folders.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring display folders are translated for all This rule identifies visible objects with display folders that lack translations for one or more cultures. -- Category: Model Layout +- Category: **Model Layout** - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-hierarchy-levels.md b/content/kb/bpa-translate-hierarchy-levels.md index 63265dc2..386bba89 100644 --- a/content/kb/bpa-translate-hierarchy-levels.md +++ b/content/kb/bpa-translate-hierarchy-levels.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring hierarchy level names are translated fo This rule identifies hierarchy levels in visible hierarchies that lack name translations for one or more cultures. -- Category: Model Layout +- Category: **Model Layout** - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-perspectives.md b/content/kb/bpa-translate-perspectives.md index 8a14a954..05556dc3 100644 --- a/content/kb/bpa-translate-perspectives.md +++ b/content/kb/bpa-translate-perspectives.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring perspective names are translated for al This rule identifies model perspectives that lack name translations for one or more cultures. -- Category: Model Layout +- Category: **Model Layout** - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-visible-names.md b/content/kb/bpa-translate-visible-names.md index db2d51f6..64a85cbc 100644 --- a/content/kb/bpa-translate-visible-names.md +++ b/content/kb/bpa-translate-visible-names.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring visible object names are translated for This rule identifies visible objects whose names lack translations for one or more cultures defined in the model. -- Category: Model Layout +- Category: **Model Layout** - Severity: Low (1) ## Applies To From d6963da5cb2cd9bb6136891d473ea4f8cbbebbec Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Fri, 9 Jan 2026 20:38:42 +0100 Subject: [PATCH 02/21] Fixed bold formatting issue --- content/kb/bpa-avoid-invalid-characters-descriptions.md | 3 +-- content/kb/bpa-avoid-invalid-characters-names.md | 2 +- content/kb/bpa-avoid-provider-partitions-structured.md | 2 +- content/kb/bpa-calculation-groups-no-items.md | 2 +- content/kb/bpa-data-column-source.md | 2 +- content/kb/bpa-date-table-exists.md | 2 +- content/kb/bpa-do-not-summarize-numeric.md | 2 +- content/kb/bpa-expression-required.md | 2 +- content/kb/bpa-format-string-columns.md | 2 +- content/kb/bpa-format-string-measures.md | 2 +- content/kb/bpa-hide-foreign-keys.md | 2 +- content/kb/bpa-many-to-many-single-direction.md | 2 +- content/kb/bpa-perspectives-no-objects.md | 2 +- content/kb/bpa-powerbi-latest-compatibility.md | 2 +- content/kb/bpa-relationship-same-datatype.md | 2 +- content/kb/bpa-remove-auto-date-table.md | 2 +- content/kb/bpa-remove-unused-data-sources.md | 7 ++----- content/kb/bpa-set-isavailableinmdx-false.md | 2 +- content/kb/bpa-set-isavailableinmdx-true-necessary.md | 2 +- content/kb/bpa-specify-application-name.md | 2 +- content/kb/bpa-translate-descriptions.md | 2 +- content/kb/bpa-translate-display-folders.md | 2 +- content/kb/bpa-translate-hierarchy-levels.md | 2 +- content/kb/bpa-translate-perspectives.md | 2 +- content/kb/bpa-translate-visible-names.md | 2 +- 25 files changed, 26 insertions(+), 30 deletions(-) diff --git a/content/kb/bpa-avoid-invalid-characters-descriptions.md b/content/kb/bpa-avoid-invalid-characters-descriptions.md index 0c322b1c..abd0bd25 100644 --- a/content/kb/bpa-avoid-invalid-characters-descriptions.md +++ b/content/kb/bpa-avoid-invalid-characters-descriptions.md @@ -12,8 +12,7 @@ description: Best practice rule preventing display and deployment issues by iden This best practice rule identifies objects whose descriptions contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause display problems, metadata corruption, and deployment failures. -- Category: **Error Prevention** - +- Category: Error Prevention - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-avoid-invalid-characters-names.md b/content/kb/bpa-avoid-invalid-characters-names.md index 6dcda095..be43497c 100644 --- a/content/kb/bpa-avoid-invalid-characters-names.md +++ b/content/kb/bpa-avoid-invalid-characters-names.md @@ -12,7 +12,7 @@ description: Best practice rule preventing deployment errors by identifying cont This best practice rule identifies objects whose names contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause deployment failures, rendering issues, and data corruption. -- Category: **Error Prevention** +- Category: Error Prevention - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-avoid-provider-partitions-structured.md b/content/kb/bpa-avoid-provider-partitions-structured.md index e6654042..c0f3a440 100644 --- a/content/kb/bpa-avoid-provider-partitions-structured.md +++ b/content/kb/bpa-avoid-provider-partitions-structured.md @@ -12,7 +12,7 @@ description: Best practice rule preventing deployment errors by identifying lega This best practice rule identifies partitions that use legacy provider-based queries (SourceType = Query) with structured data sources in Power BI models. This combination is not supported in Power BI Service and will cause deployment failures. -- Category: **Error Prevention** +- Category: Error Prevention - Severity: Medium (2) diff --git a/content/kb/bpa-calculation-groups-no-items.md b/content/kb/bpa-calculation-groups-no-items.md index 58d66019..486293ab 100644 --- a/content/kb/bpa-calculation-groups-no-items.md +++ b/content/kb/bpa-calculation-groups-no-items.md @@ -12,7 +12,7 @@ description: Best practice rule identifying calculation groups without calculati This best practice rule identifies calculation groups that contain no calculation items. Empty calculation groups serve no purpose and should be populated or removed. -- Category: **Maintenance** +- Category: Maintenance - Severity: Medium (2) ## Applies To diff --git a/content/kb/bpa-data-column-source.md b/content/kb/bpa-data-column-source.md index f9a29af0..9bc9e55b 100644 --- a/content/kb/bpa-data-column-source.md +++ b/content/kb/bpa-data-column-source.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring data columns have a valid source column This best practice rule identifies data columns that lack a valid `SourceColumn` property. Every data column must reference a source column from the underlying data source to function correctly during refresh. -- Category: **Error Prevention** +- Category: Error Prevention - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-date-table-exists.md b/content/kb/bpa-date-table-exists.md index 682572a9..97931246 100644 --- a/content/kb/bpa-date-table-exists.md +++ b/content/kb/bpa-date-table-exists.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring your model includes a dedicated date ta This best practice rule verifies that your tabular model contains at least one properly configured date table. Date tables are essential for time intelligence calculations and ensuring consistent date-based filtering across your model. -- Category: **Performance** +- Category: Performance - Severity: Medium (2) diff --git a/content/kb/bpa-do-not-summarize-numeric.md b/content/kb/bpa-do-not-summarize-numeric.md index de97647f..f29ab822 100644 --- a/content/kb/bpa-do-not-summarize-numeric.md +++ b/content/kb/bpa-do-not-summarize-numeric.md @@ -12,7 +12,7 @@ description: Best practice rule preventing incorrect default aggregations on num This best practice rule identifies visible numeric columns (Int64, Decimal, Double) that have a default aggregation behavior (`SummarizeBy`) other than `None`. Most numeric columns should not be automatically aggregated, as summing values like IDs, quantities in non-additive contexts, or codes produces meaningless results. -- Category: **Formatting** +- Category: Formatting - Severity: High (3) diff --git a/content/kb/bpa-expression-required.md b/content/kb/bpa-expression-required.md index 0e76abf9..5dd370ef 100644 --- a/content/kb/bpa-expression-required.md +++ b/content/kb/bpa-expression-required.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring measures, calculated columns, and calcu This best practice rule identifies measures, calculated columns, and calculation items that lack a DAX expression. All calculated objects must have a valid, non-empty expression to function correctly and prevent errors during model deployment and query execution. -- Category: **Error Prevention** +- Category: Error Prevention - Severity: High (3) diff --git a/content/kb/bpa-format-string-columns.md b/content/kb/bpa-format-string-columns.md index e36aa703..69428333 100644 --- a/content/kb/bpa-format-string-columns.md +++ b/content/kb/bpa-format-string-columns.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring visible numeric and date columns have a This best practice rule identifies visible columns with numeric or date data types that lack format strings. Format strings ensure consistent, professional data display across all client tools. -- Category: **Formatting** +- Category: Formatting - Severity: Medium (2) diff --git a/content/kb/bpa-format-string-measures.md b/content/kb/bpa-format-string-measures.md index 3f150e64..7b4cf80f 100644 --- a/content/kb/bpa-format-string-measures.md +++ b/content/kb/bpa-format-string-measures.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring visible measures have appropriate forma This best practice rule identifies visible measures with numeric or date data types that lack format strings. All measures should have explicit format strings for professional, consistent display. -- Category: **Formatting** +- Category: Formatting - Severity: Medium (2) diff --git a/content/kb/bpa-hide-foreign-keys.md b/content/kb/bpa-hide-foreign-keys.md index 84dffd1b..62717d39 100644 --- a/content/kb/bpa-hide-foreign-keys.md +++ b/content/kb/bpa-hide-foreign-keys.md @@ -12,7 +12,7 @@ description: Best practice rule for hiding foreign key columns to simplify the m This best practice rule identifies foreign key columns (many-side of relationships) that are visible to end users. Foreign keys should be hidden because they serve only as relationship connectors and provide no analytical value when displayed. -- Category: **Formatting** +- Category: Formatting - Severity: Medium (2) diff --git a/content/kb/bpa-many-to-many-single-direction.md b/content/kb/bpa-many-to-many-single-direction.md index 42bde8a1..fdcadb21 100644 --- a/content/kb/bpa-many-to-many-single-direction.md +++ b/content/kb/bpa-many-to-many-single-direction.md @@ -12,7 +12,7 @@ description: Best practice rule to avoid performance issues by using single-dire This best practice rule identifies many-to-many relationships that use bidirectional cross-filtering. Many-to-many relationships with both-directions filtering cause significant performance degradation. -- Category: **Performance** +- Category: Performance - Severity: Medium (2) ## Applies To diff --git a/content/kb/bpa-perspectives-no-objects.md b/content/kb/bpa-perspectives-no-objects.md index 7491c4e7..13772524 100644 --- a/content/kb/bpa-perspectives-no-objects.md +++ b/content/kb/bpa-perspectives-no-objects.md @@ -12,7 +12,7 @@ description: Best practice rule for removing empty perspectives that contain no This best practice rule identifies perspectives that don't contain any visible tables. Empty perspectives serve no purpose and should be removed. -- Category: **Maintenance** +- Category: Maintenance - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-powerbi-latest-compatibility.md b/content/kb/bpa-powerbi-latest-compatibility.md index c531b366..bb97ccb7 100644 --- a/content/kb/bpa-powerbi-latest-compatibility.md +++ b/content/kb/bpa-powerbi-latest-compatibility.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring Power BI models use the latest compatib This rule identifies Power BI models not using the latest available compatibility level. Using the latest level ensures access to newest features, performance optimizations, and bug fixes. -- Category: **Governance** +- Category: Governance - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-relationship-same-datatype.md b/content/kb/bpa-relationship-same-datatype.md index a428edbc..fb3263fd 100644 --- a/content/kb/bpa-relationship-same-datatype.md +++ b/content/kb/bpa-relationship-same-datatype.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring relationships connect columns with matc This best practice rule identifies relationships where the connected columns have mismatched data types. Both columns in a relationship must share the same data type to ensure proper filtering, prevent errors, and maintain optimal query performance. -- Category: **Error Prevention** +- Category: Error Prevention - Severity: High (3) diff --git a/content/kb/bpa-remove-auto-date-table.md b/content/kb/bpa-remove-auto-date-table.md index 240ed4e9..91451c32 100644 --- a/content/kb/bpa-remove-auto-date-table.md +++ b/content/kb/bpa-remove-auto-date-table.md @@ -12,7 +12,7 @@ description: Best practice rule to identify and remove automatically generated d This best practice rule identifies automatically generated date tables created by Power BI Desktop. These auto-generated tables (`DateTableTemplate_` and `LocalDateTable_`) should be removed in favor of a single, explicit date table to optimize model size and performance. -- Category: **Performance** +- Category: Performance - Severity: Medium (2) diff --git a/content/kb/bpa-remove-unused-data-sources.md b/content/kb/bpa-remove-unused-data-sources.md index cced3cbe..d5b82ed4 100644 --- a/content/kb/bpa-remove-unused-data-sources.md +++ b/content/kb/bpa-remove-unused-data-sources.md @@ -12,9 +12,8 @@ description: Best practice rule for removing orphaned data sources to reduce mod This best practice rule identifies data sources that are not referenced by any partitions or table expressions. Removing unused data sources reduces model complexity, improves maintainability, and prevents confusion. -Category: **Maintenance** - -Severity: Low (1) +- Category: Maintenance +- Severity: Low (1) ## Applies To @@ -106,8 +105,6 @@ Data Sources: ## False Positives -### Dynamic References - The rule may flag data sources that are: - Referenced through dynamic M expressions using variables - Used in commented-out partition queries diff --git a/content/kb/bpa-set-isavailableinmdx-false.md b/content/kb/bpa-set-isavailableinmdx-false.md index 4c4bace9..80f4c327 100644 --- a/content/kb/bpa-set-isavailableinmdx-false.md +++ b/content/kb/bpa-set-isavailableinmdx-false.md @@ -12,7 +12,7 @@ description: Best practice rule to optimize performance by disabling MDX access This best practice rule identifies hidden columns that have the `IsAvailableInMDX` property set to `true` but don't need to be accessible through MDX queries. Setting this property to `false` for unused hidden columns can improve query performance and reduce memory overhead. -- Category: **Performance** +- Category: Performance - Severity: Medium (2) ## Applies To diff --git a/content/kb/bpa-set-isavailableinmdx-true-necessary.md b/content/kb/bpa-set-isavailableinmdx-true-necessary.md index eff2ac93..5c3062cc 100644 --- a/content/kb/bpa-set-isavailableinmdx-true-necessary.md +++ b/content/kb/bpa-set-isavailableinmdx-true-necessary.md @@ -12,7 +12,7 @@ description: Best practice rule preventing query errors by ensuring columns used This best practice rule identifies columns that have `IsAvailableInMDX` set to `false` but are actually used in scenarios requiring MDX access. These columns must have MDX availability enabled to function correctly in hierarchies, relationships, and sort operations. -- Category: **Error Prevention** +- Category: Error Prevention - Severity: High (3) ## Applies To diff --git a/content/kb/bpa-specify-application-name.md b/content/kb/bpa-specify-application-name.md index 05db057c..50dbf82b 100644 --- a/content/kb/bpa-specify-application-name.md +++ b/content/kb/bpa-specify-application-name.md @@ -12,7 +12,7 @@ description: Best practice rule for including application name in SQL Server con This rule identifies SQL Server provider data sources that lack an Application Name parameter in their connection strings. Including the application name enables better monitoring and troubleshooting. -- Category: **Performance** +- Category: Performance - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-descriptions.md b/content/kb/bpa-translate-descriptions.md index 35d897f7..24a01fb4 100644 --- a/content/kb/bpa-translate-descriptions.md +++ b/content/kb/bpa-translate-descriptions.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring object descriptions are translated for This rule identifies objects with descriptions that lack translations for one or more cultures. -- Category: **Model Layout** +- Category: Model Layout - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-display-folders.md b/content/kb/bpa-translate-display-folders.md index 64c7ba21..a8b7bb38 100644 --- a/content/kb/bpa-translate-display-folders.md +++ b/content/kb/bpa-translate-display-folders.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring display folders are translated for all This rule identifies visible objects with display folders that lack translations for one or more cultures. -- Category: **Model Layout** +- Category: Model Layout - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-hierarchy-levels.md b/content/kb/bpa-translate-hierarchy-levels.md index 386bba89..63265dc2 100644 --- a/content/kb/bpa-translate-hierarchy-levels.md +++ b/content/kb/bpa-translate-hierarchy-levels.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring hierarchy level names are translated fo This rule identifies hierarchy levels in visible hierarchies that lack name translations for one or more cultures. -- Category: **Model Layout** +- Category: Model Layout - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-perspectives.md b/content/kb/bpa-translate-perspectives.md index 05556dc3..8a14a954 100644 --- a/content/kb/bpa-translate-perspectives.md +++ b/content/kb/bpa-translate-perspectives.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring perspective names are translated for al This rule identifies model perspectives that lack name translations for one or more cultures. -- Category: **Model Layout** +- Category: Model Layout - Severity: Low (1) ## Applies To diff --git a/content/kb/bpa-translate-visible-names.md b/content/kb/bpa-translate-visible-names.md index 64a85cbc..db2d51f6 100644 --- a/content/kb/bpa-translate-visible-names.md +++ b/content/kb/bpa-translate-visible-names.md @@ -12,7 +12,7 @@ description: Best practice rule ensuring visible object names are translated for This rule identifies visible objects whose names lack translations for one or more cultures defined in the model. -- Category: **Model Layout** +- Category: Model Layout - Severity: Low (1) ## Applies To From 5a6a81a4687941d6035b49c4f3251986b5cbee1b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Fri, 9 Jan 2026 20:39:22 +0100 Subject: [PATCH 03/21] Initial Documentation for built in BPA rules --- content/features/built-in-bpa-rules.md | 190 +++++++++++++++++++++++++ content/features/toc.md | 1 + 2 files changed, 191 insertions(+) create mode 100644 content/features/built-in-bpa-rules.md diff --git a/content/features/built-in-bpa-rules.md b/content/features/built-in-bpa-rules.md new file mode 100644 index 00000000..311d7811 --- /dev/null +++ b/content/features/built-in-bpa-rules.md @@ -0,0 +1,190 @@ +--- +uid: built-in-bpa-rules +title: Built-in BPA Rules +author: Morten Lønskov +updated: 2026-01-09 +applies_to: + products: + - product: Tabular Editor 2 + none: true + - product: Tabular Editor 3 + since: 3.24.0 + editions: + - edition: Desktop + none: true + - edition: Business + none: true + - edition: Enterprise + full: true +description: Enterprise Edition feature providing 27 curated best practice rules hardcoded into Tabular Editor 3 with knowledge base integration. +--- + +# Built-in BPA Rules + +## Overview + +Tabular Editor 3 Enterprise Edition includes 27 built-in best practice rules. These rules cover common issues in semantic model development and are updated automatically with each release. + +Unlike custom rules stored in JSON files, built-in rules: +- Are integrated directly into the application +- Update automatically with new releases +- Link to knowledge base documentation +- Are read-only to ensure consistency across teams +- Work immediately without configuration + +## Key Features + +### Rule Categories + +The 27 built-in rules cover four areas: +- **Error Prevention**: Invalid characters, missing expressions, data type mismatches +- **Performance**: Relationships, partitions, aggregations +- **Formatting**: Format strings, visibility, naming conventions +- **Maintenance**: Descriptions, calculation groups, unused objects + +### Global and Per-Rule Control + +![Placeholder: Screenshot showing BPA preferences with global enable/disable toggle and per-rule checkboxes](~/content/assets/images/features/bpa-built-in-rules-preferences.png) + +You can enable or disable built-in rules globally or individually. Settings persist across sessions and work independently from your custom rules. + +To manage built-in rules: +1. Go to **Tools** > **Preferences** > **Best Practice Analyzer** +2. Find the **Built-in Rules** section +3. Toggle **Enable Built-in Rules** to turn the entire collection on or off +4. Use the BPA Manager to enable or disable individual rules + +### Enterprise-Only Access + +Built-in BPA Rules require Enterprise Edition. If you're using Desktop or Business Edition, you can still use custom BPA rules but won't see the built-in rules. + +### First-Run Notification + +![Placeholder: Screenshot of first-run notification dialog introducing built-in BPA rules](~/content/assets/images/features/bpa-built-in-rules-notification.png) + +The first time you open a model after upgrading to a version with built-in rules, you'll see a notification explaining the feature with a link to preferences. This notification only appears once. + +### Knowledge Base Integration + +![Placeholder: Screenshot showing BPA window with rule selected and "View Documentation" button highlighted](~/content/assets/images/features/bpa-built-in-rules-kb-link.png) + +Every built-in rule links to a knowledge base article through the `KnowledgeBaseArticle` property. Each article explains what the rule checks, why it matters, and how to fix violations. + +To view documentation, select a rule in the Best Practice Analyzer window. + + +### Read-Only Protection + +Built-in rules can't be edited, cloned, or deleted. This ensures all users have the same rule definitions. You can disable individual rules, but the rule definitions themselves remain unchanged. + +![Placeholder: Screenshot showing built-in rule with read-only badge/icon in BPA window](~/content/assets/images/features/bpa-built-in-rules-readonly.png) + +### ID Collision Prevention + +Built-in rules use reserved ID prefixes. When you create a custom rule, Tabular Editor validates that your ID doesn't conflict with built-in rules and shows an error if it does. + +## Built-in Rules Catalog + +The initial release includes the following rules: + +### Error Prevention Rules +- [Avoid Invalid Characters in Object Names](xref:kb.bpa-avoid-invalid-characters-names) +- [Avoid Invalid Characters in Descriptions](xref:kb.bpa-avoid-invalid-characters-descriptions) +- [Expression Required for Calculated Objects](xref:kb.bpa-expression-required) +- [Data Column Must Have Source](xref:kb.bpa-data-column-source) +- [Relationship Columns Must Have Same Data Type](xref:kb.bpa-relationship-same-datatype) +- [Avoid Provider Partitions with Structured Data Sources](xref:kb.bpa-avoid-provider-partitions-structured) + +### Performance Rules +- [Many-to-Many Relationships Should Use Single Direction](xref:kb.bpa-many-to-many-single-direction) +- [Hide Foreign Key Columns](xref:kb.bpa-hide-foreign-keys) +- [Set SummarizeBy to None for Numeric Columns](xref:kb.bpa-do-not-summarize-numeric) +- [Remove Auto Date Tables](xref:kb.bpa-remove-auto-date-table) +- [Remove Unused Data Sources](xref:kb.bpa-remove-unused-data-sources) + +### Formatting Rules +- [Provide Format String for Measures](xref:kb.bpa-format-string-measures) +- [Provide Format String for Numeric and Date Columns](xref:kb.bpa-format-string-columns) +- [Visible Objects Should Have Descriptions](xref:kb.bpa-visible-objects-no-description) +- [Trim Object Names](xref:kb.bpa-trim-object-names) +- [Date Table Should Exist](xref:kb.bpa-date-table-exists) + +### Maintenance Rules +- [Calculation Groups Should Contain Items](xref:kb.bpa-calculation-groups-no-items) +- [Perspectives Should Contain Objects](xref:kb.bpa-perspectives-no-objects) +- [Use Latest Power BI Compatibility Level](xref:kb.bpa-powerbi-latest-compatibility) + +## Working with Built-in and Custom Rules + +Built-in and custom rules work side by side: + +| Feature | Built-in Rules | Custom Rules | +|---------|---------------|--------------| +| **Storage** | Hardcoded in application | JSON files or model annotations | +| **Updates** | Automatic with releases | Manual editing required | +| **Modification** | Read-only | Fully editable | +| **Documentation** | Integrated KB articles | User-provided descriptions | +| **Availability** | Enterprise Edition only | All editions | +| **Sharing** | Consistent across teams | Requires manual distribution | + +### Recommended Workflow + +1. Enable built-in rules for immediate coverage +2. Review violations and apply fixes +3. Disable rules that don't apply to your conventions +4. Add custom rules for organization-specific requirements +5. Use the "Ignore" feature for intentional violations + +## Best Practices + +### Onboarding Teams + +When rolling out built-in rules to your team: +- Start with all rules enabled to establish a baseline +- Review violations together and agree on which rules apply +- Document why specific rules are disabled +- Add custom rules for organization-specific requirements + +### Model Maintenance + +- Run BPA before committing changes to version control +- Fix high-severity violations immediately +- Review medium and low-severity issues regularly +- Use automatic fixes where available + +### Custom Rules + +- Don't duplicate built-in rule functionality +- Use different ID prefixes to avoid conflicts +- Document your custom rules +- Share rule collections within your team + +## Troubleshooting + +### Built-in Rules Not Appearing + +If built-in rules don't show in the BPA window: +1. Check that you're using Tabular Editor 3 Enterprise Edition +2. Verify that built-in rules are enabled in **Tools** > **Preferences** > **Best Practice Analyzer** +3. Restart Tabular Editor if you just changed preferences +4. Confirm your license is active + +### Cannot Modify Built-in Rule + +This is expected. Built-in rules are read-only. If you need different logic, create a custom rule with your expression and disable the corresponding built-in rule. + +### ID Collision Error + +Built-in rules reserve certain ID prefixes. Choose a different ID that doesn't start with `TE3_BUILT_IN`. + +## Compatibility + +- Requires Tabular Editor 3.24.0 or later +- Enterprise Edition only +- Works with all compatibility levels (1200+) + +## Next Steps + +- [Using the Best Practice Analyzer](xref:using-bpa) +- [BPA sample rules and expressions](xref:using-bpa-sample-rules-expressions) +- [Custom BPA rules](xref:best-practice-analyzer) \ No newline at end of file diff --git a/content/features/toc.md b/content/features/toc.md index b84b5325..0f9f4d80 100644 --- a/content/features/toc.md +++ b/content/features/toc.md @@ -28,6 +28,7 @@ # Model Analysis and Quality ## @best-practice-analyzer +### @built-in-bpa-rules ### @using-bpa ### @using-bpa-sample-rules-expressions ## @dax-optimizer-integration From 6761a3411838fe246fb031ee5c2bf37fd0680e1e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Fri, 9 Jan 2026 20:42:04 +0100 Subject: [PATCH 04/21] remove kb articles from branch --- ...a-avoid-invalid-characters-descriptions.md | 123 --------------- .../kb/bpa-avoid-invalid-characters-names.md | 125 --------------- ...pa-avoid-provider-partitions-structured.md | 96 ------------ content/kb/bpa-calculation-groups-no-items.md | 102 ------------- content/kb/bpa-data-column-source.md | 93 ----------- content/kb/bpa-date-table-exists.md | 113 -------------- content/kb/bpa-do-not-summarize-numeric.md | 119 --------------- content/kb/bpa-expression-required.md | 98 ------------ content/kb/bpa-format-string-columns.md | 84 ---------- content/kb/bpa-format-string-measures.md | 105 ------------- content/kb/bpa-hide-foreign-keys.md | 118 -------------- .../kb/bpa-many-to-many-single-direction.md | 115 -------------- content/kb/bpa-perspectives-no-objects.md | 89 ----------- .../kb/bpa-powerbi-latest-compatibility.md | 86 ----------- content/kb/bpa-relationship-same-datatype.md | 92 ----------- content/kb/bpa-remove-auto-date-table.md | 106 ------------- content/kb/bpa-remove-unused-data-sources.md | 117 -------------- content/kb/bpa-set-isavailableinmdx-false.md | 91 ----------- ...bpa-set-isavailableinmdx-true-necessary.md | 144 ------------------ content/kb/bpa-specify-application-name.md | 70 --------- content/kb/bpa-translate-descriptions.md | 99 ------------ content/kb/bpa-translate-display-folders.md | 104 ------------- content/kb/bpa-translate-hierarchy-levels.md | 92 ----------- content/kb/bpa-translate-perspectives.md | 87 ----------- content/kb/bpa-translate-visible-names.md | 99 ------------ content/kb/bpa-trim-object-names.md | 103 ------------- .../kb/bpa-visible-objects-no-description.md | 106 ------------- 27 files changed, 2776 deletions(-) delete mode 100644 content/kb/bpa-avoid-invalid-characters-descriptions.md delete mode 100644 content/kb/bpa-avoid-invalid-characters-names.md delete mode 100644 content/kb/bpa-avoid-provider-partitions-structured.md delete mode 100644 content/kb/bpa-calculation-groups-no-items.md delete mode 100644 content/kb/bpa-data-column-source.md delete mode 100644 content/kb/bpa-date-table-exists.md delete mode 100644 content/kb/bpa-do-not-summarize-numeric.md delete mode 100644 content/kb/bpa-expression-required.md delete mode 100644 content/kb/bpa-format-string-columns.md delete mode 100644 content/kb/bpa-format-string-measures.md delete mode 100644 content/kb/bpa-hide-foreign-keys.md delete mode 100644 content/kb/bpa-many-to-many-single-direction.md delete mode 100644 content/kb/bpa-perspectives-no-objects.md delete mode 100644 content/kb/bpa-powerbi-latest-compatibility.md delete mode 100644 content/kb/bpa-relationship-same-datatype.md delete mode 100644 content/kb/bpa-remove-auto-date-table.md delete mode 100644 content/kb/bpa-remove-unused-data-sources.md delete mode 100644 content/kb/bpa-set-isavailableinmdx-false.md delete mode 100644 content/kb/bpa-set-isavailableinmdx-true-necessary.md delete mode 100644 content/kb/bpa-specify-application-name.md delete mode 100644 content/kb/bpa-translate-descriptions.md delete mode 100644 content/kb/bpa-translate-display-folders.md delete mode 100644 content/kb/bpa-translate-hierarchy-levels.md delete mode 100644 content/kb/bpa-translate-perspectives.md delete mode 100644 content/kb/bpa-translate-visible-names.md delete mode 100644 content/kb/bpa-trim-object-names.md delete mode 100644 content/kb/bpa-visible-objects-no-description.md diff --git a/content/kb/bpa-avoid-invalid-characters-descriptions.md b/content/kb/bpa-avoid-invalid-characters-descriptions.md deleted file mode 100644 index abd0bd25..00000000 --- a/content/kb/bpa-avoid-invalid-characters-descriptions.md +++ /dev/null @@ -1,123 +0,0 @@ ---- -uid: kb.bpa-avoid-invalid-characters-descriptions -title: Avoid Invalid Characters in Descriptions -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule preventing display and deployment issues by identifying control characters in object descriptions. ---- - -# Avoid Invalid Characters in Descriptions - -## Overview - -This best practice rule identifies objects whose descriptions contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause display problems, metadata corruption, and deployment failures. - -- Category: Error Prevention -- Severity: High (3) - -## Applies To - -- Tables -- Measures -- Hierarchies -- Levels -- Perspectives -- Partitions -- Data Columns -- Calculated Columns -- Calculated Table Columns -- KPIs -- Model Roles -- Calculation Groups -- Calculation Items - -## Why This Matters - -Control characters in descriptions cause various issues: - -- **Display corruption**: Tooltips and documentation panels may show garbled text -- **Metadata problems**: TMSL/XMLA export may produce invalid XML -- **Deployment failures**: Power BI Service or Analysis Services may reject the model -- **Documentation issues**: Generated documentation may break formatting -- **Encoding errors**: Cross-platform synchronization problems -- **User confusion**: Invisible characters create confusing or corrupted descriptions - -Standard whitespace (spaces, newlines, tabs) is acceptable, but non-printable control characters should be removed. - -## When This Rule Triggers - -The rule triggers when an object's description contains control characters that are not standard whitespace: - -```csharp -Description.ToCharArray().Any(char.IsControl(it) and !char.IsWhiteSpace(it)) -``` - -This detects problematic characters while allowing legitimate whitespace formatting. - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix that replaces invalid characters with spaces: - -```csharp -Description = string.Concat( - it.Description.ToCharArray().Select( - c => (char.IsControl(c) && !char.IsWhiteSpace(c)) ? ' ' : c - ) -) -``` - -To apply: -1. In the **Best Practice Analyzer** select flagged objects -3. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, select the object -2. In **Properties** pane, locate the **Description** field -3. Edit the description to remove invalid characters -4. Save changes - -## Common Causes - -### Cause 1: Copy/Paste from Rich Text - -Copying descriptions from Word documents, web pages, or emails can introduce hidden formatting characters. - -### Cause 2: Automated Documentation Generation - -Scripts generating descriptions may include control characters from source systems. - -### Cause 3: Data Import from External Sources - -Importing metadata that contains encoding artifacts or control codes. - -## Example - -### Before Fix - -``` -Measure: [Total Revenue] -Description: "Calculates\x00total\x0Brevenue" (contains NULL and vertical tab) -``` - -Tooltip displays: "Calculates□total□revenue" (with visible corruption) - -### After Fix - -``` -Measure: [Total Revenue] -Description: "Calculates total revenue" (control characters replaced with spaces) -``` - -Tooltip displays correctly: "Calculates total revenue" - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Avoid Invalid Characters in Names](xref:kb.bpa-avoid-invalid-characters-names) - Similar validation for object names -- [Visible Objects Should Have Descriptions](xref:kb.bpa-visible-objects-no-description) - Ensuring descriptions exist diff --git a/content/kb/bpa-avoid-invalid-characters-names.md b/content/kb/bpa-avoid-invalid-characters-names.md deleted file mode 100644 index be43497c..00000000 --- a/content/kb/bpa-avoid-invalid-characters-names.md +++ /dev/null @@ -1,125 +0,0 @@ ---- -uid: kb.bpa-avoid-invalid-characters-names -title: Avoid Invalid Characters in Object Names -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule preventing deployment errors by identifying control characters in object names. ---- - -# Avoid Invalid Characters in Object Names - -## Overview - -This best practice rule identifies objects whose names contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause deployment failures, rendering issues, and data corruption. - -- Category: Error Prevention -- Severity: High (3) - -## Applies To - -- Tables -- Measures -- Hierarchies -- Levels -- Perspectives -- Partitions -- Data Columns -- Calculated Columns -- Calculated Table Columns -- KPIs -- Model Roles -- Calculation Groups -- Calculation Items - -## Why This Matters - -Control characters in object names cause serious issues: - -- **Deployment failures**: Power BI Service and Analysis Services may reject models with invalid characters -- **Rendering problems**: Client tools may display garbled or invisible names -- **DAX parsing errors**: Invalid characters can break DAX expressions referencing the object -- **XML corruption**: Model metadata (TMSL/XMLA) may become malformed -- **Copy/paste issues**: Names may not transfer correctly between applications -- **Encoding problems**: Cross-platform compatibility issues - -Standard whitespace (spaces, newlines, carriage returns) is allowed, but control characters should be removed. - -## When This Rule Triggers - -The rule triggers when an object's name contains control characters that are not standard whitespace: - -```csharp -Name.ToCharArray().Any(char.IsControl(it) and !char.IsWhiteSpace(it)) -``` - -This detects problematic characters while allowing legitimate whitespace formatting. - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix that replaces invalid characters with spaces: - -```csharp -Name = string.Concat( - it.Name.ToCharArray().Select( - c => (char.IsControl(c) && !char.IsWhiteSpace(c)) ? ' ' : c - ) -) -``` - -To apply: -1. In the **Best Practice Analyzer** select flagged objects -2. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, select the object -2. In **Properties** pane, locate the **Name** field -3. Edit the name to remove invalid characters -4. Save changes - -## Common Causes - -### Cause 1: Copy/Paste from Rich Text - -Copying names from Word documents, web pages, or emails can introduce hidden formatting characters. - -### Cause 2: Automated Name Generation - -Scripts generating names may include control characters from source systems. - -### Cause 3: Data Import from External Sources - -Importing metadata that contains encoding artifacts or control codes. - -## Example - -### Before Fix - -``` -Measure Name: "Total\x00Sales" (contains NULL character) -``` - -Deployment fails with "Invalid character in object name" - -### After Fix - -``` -Measure Name: "Total Sales" (NULL replaced with space) -``` - -Deploys successfully and displays correctly in all tools. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Avoid Invalid Characters in Descriptions](xref:kb.bpa-avoid-invalid-characters-descriptions) - Similar validation for description properties -- [Trim Object Names](xref:kb.bpa-trim-object-names) - Removing leading/trailing spaces - -## Learn More - -- [DAX Naming Rules](https://learn.microsoft.com/dax/dax-syntax-reference) diff --git a/content/kb/bpa-avoid-provider-partitions-structured.md b/content/kb/bpa-avoid-provider-partitions-structured.md deleted file mode 100644 index c0f3a440..00000000 --- a/content/kb/bpa-avoid-provider-partitions-structured.md +++ /dev/null @@ -1,96 +0,0 @@ ---- -uid: kb.bpa-avoid-provider-partitions-structured -title: Avoid Provider Partitions with Structured Data Sources -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule preventing deployment errors by identifying legacy provider partitions used with structured data sources in Power BI. ---- - -# Avoid Provider Partitions with Structured Data Sources - -## Overview - -This best practice rule identifies partitions that use legacy provider-based queries (SourceType = Query) with structured data sources in Power BI models. This combination is not supported in Power BI Service and will cause deployment failures. - -- Category: Error Prevention - -- Severity: Medium (2) - -## Applies To - -- Partitions - -## Why This Matters - -Power BI Service requires structured data sources to use Power Query (M) partitions rather than legacy provider partitions. Using provider partitions with structured data sources causes: - -- **Deployment failures**: Models fail to publish to Power BI Service -- **Refresh errors**: Scheduled refresh operations fail in the service -- **Compatibility issues**: The model cannot be shared or deployed properly -- **Migration blockers**: Prevents moving from Analysis Services to Power BI - -## When This Rule Triggers - -The rule triggers when a partition meets all these conditions: - -1. `SourceType = "Query"` (legacy provider partition) -2. `DataSource.Type = "Structured"` (Power Query/M data source) -3. `Model.Database.CompatibilityMode != "AnalysisServices"` (Power BI or Azure AS) - -This combination indicates a structural mismatch that Power BI cannot process. - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the affected partition -2. In **Properties** pane, note the existing query -3. Create a new **Power Query** partition with M expression -4. Delete the old provider partition after verifying the new one works - -## Common Causes - -### Cause 1: Migration from Analysis Services - -Models migrated from SQL Server Analysis Services retain legacy provider partitions. - -### Cause 2: Mixed Partition Types - -Mixing partition types during model development creates incompatible configurations. - -## Example - -### Before Fix - -``` -Partition: Sales_Partition - SourceType: Query - Query: SELECT * FROM Sales - DataSource: PowerQuerySource (Type: Structured) -``` - -**Error**: Deployment fails to Power BI Service - -### After Fix - -``` -Partition: Sales_Partition - SourceType: M - Expression: - let - Source = Sql.Database("server", "database"), - Sales = Source{[Schema="dbo",Item="Sales"]}[Data] - in - Sales - DataSource: PowerQuerySource (Type: Structured) -``` - -**Result**: Deploys successfully to Power BI Service - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher when deployed to Power BI or Azure Analysis Services. - -## Related Rules - -- [Data Column Must Have Source](xref:kb.bpa-data-column-source) - Ensuring column source mappings diff --git a/content/kb/bpa-calculation-groups-no-items.md b/content/kb/bpa-calculation-groups-no-items.md deleted file mode 100644 index 486293ab..00000000 --- a/content/kb/bpa-calculation-groups-no-items.md +++ /dev/null @@ -1,102 +0,0 @@ ---- -uid: kb.bpa-calculation-groups-no-items -title: Calculation Groups Should Contain Items -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule identifying calculation groups without calculation items that should be populated or removed. ---- - -# Calculation Groups Should Contain Items - -## Overview - -This best practice rule identifies calculation groups that contain no calculation items. Empty calculation groups serve no purpose and should be populated or removed. - -- Category: Maintenance -- Severity: Medium (2) - -## Applies To - -- Calculation Groups - -## Why This Matters - -- **Deployment errors**: Empty groups may fail validation in Power BI Service -- **Model errors**: Can cause unexpected behavior in DAX calculations -- **Developer confusion**: Team members waste time investigating incomplete structures -- **Performance overhead**: Engine processes unnecessary metadata - -## When This Rule Triggers - -The rule triggers when a calculation group has zero calculation items: - -```csharp -CalculationItems.Count == 0 -``` - -## How to Fix - -### Option 1: Add Calculation Items - -If the calculation group has a valid business purpose: - -1. In **TOM Explorer**, expand the calculation group table -2. Expand the **Calculation Group** column -3. Right-click and select **Add Calculation Item** -4. Define the calculation item expression - -### Option 2: Delete the Calculation Group - -If no longer needed: - -1. In **TOM Explorer**, locate the calculation group table -2. Right-click the table -3. Select **Delete** - -## Common Causes - -### Cause 1: Incomplete Development - -Calculation group created during planning but not yet implemented. - -### Cause 2: Migration from Other Models - -Calculation group structure copied without items. - -### Cause 3: Refactoring - -All calculation items moved to a different calculation group. - -## Example - -### Before Fix - -``` -Calculation Group: Time Intelligence - Items: (none) ← Problem -``` - -### After Fix - -``` -Calculation Group: Time Intelligence - Items: - - Current Period: SELECTEDMEASURE() - - Year-to-Date: CALCULATE(SELECTEDMEASURE(), DATESYTD('Date'[Date])) - - Prior Year: CALCULATE(SELECTEDMEASURE(), SAMEPERIODLASTYEAR('Date'[Date])) -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Perspectives Should Contain Objects](xref:kb.bpa-perspectives-no-objects) - Similar rule for empty perspectives -- [Expression Required](xref:kb.bpa-expression-required) - Ensuring calculation items have expressions - -## Learn More - -- [Calculation Groups in Tabular Models](https://learn.microsoft.com/analysis-services/tabular-models/calculation-groups) -- [Creating Calculation Groups](https://www.sqlbi.com/articles/introducing-calculation-groups/) -- [Calculation Group Patterns](https://www.sqlbi.com/calculation-groups/) diff --git a/content/kb/bpa-data-column-source.md b/content/kb/bpa-data-column-source.md deleted file mode 100644 index 9bc9e55b..00000000 --- a/content/kb/bpa-data-column-source.md +++ /dev/null @@ -1,93 +0,0 @@ ---- -uid: kb.bpa-data-column-source -title: Data Column Must Have Source -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring data columns have a valid source column mapping to prevent refresh errors. ---- - -# Data Column Must Have Source - -## Overview - -This best practice rule identifies data columns that lack a valid `SourceColumn` property. Every data column must reference a source column from the underlying data source to function correctly during refresh. - -- Category: Error Prevention -- Severity: High (3) - -## Applies To - -- Data Columns - -## Why This Matters - -- **Refresh failures**: Data refresh operations fail with column not found errors -- **Deployment issues**: Model validation fails in Power BI Service or Analysis Services -- **Data integrity**: Column remains empty or contains stale data -- **Broken dependencies**: Measures and relationships produce incorrect results - -## When This Rule Triggers - -The rule triggers when a data column has: - -```csharp -string.IsNullOrWhitespace(SourceColumn) -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, locate the flagged data column -2. In **Properties** pane, find the `Source Column` property -3. Enter the correct source column name from your data source query -4. Verify the mapping matches the partition query - -The source column name must exactly match: -- For Power Query: Column name in M expression output -- For SQL: Column name or alias in SELECT statement -- For Direct Lake: Column name in Delta Lake table - -## Common Causes - -### Cause 1: Renamed Source Column - -Source query was modified and column renamed. - -### Cause 2: Manual Column Creation - -Column created manually without specifying source. - -### Cause 3: Copy/Paste Corruption - -Columns copied from another table without preserving metadata. - -## Example - -### Before Fix - -``` -Table: Sales -Column: ProductName (DataColumn) - SourceColumn: [empty] -``` - -Result: Refresh fails with "Column 'ProductName' not found in source query" - -### After Fix - -``` -Table: Sales -Column: ProductName (DataColumn) - SourceColumn: ProductName -``` - -Result: Column populates correctly during refresh - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Expression Required for Calculated Objects](xref:kb.bpa-expression-required) - Ensuring calculated columns have expressions diff --git a/content/kb/bpa-date-table-exists.md b/content/kb/bpa-date-table-exists.md deleted file mode 100644 index 97931246..00000000 --- a/content/kb/bpa-date-table-exists.md +++ /dev/null @@ -1,113 +0,0 @@ ---- -uid: kb.bpa-date-table-exists -title: Date Table Should Exist -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring your model includes a dedicated date table for proper time intelligence functionality. ---- - -# Date Table Should Exist - -## Overview - -This best practice rule verifies that your tabular model contains at least one properly configured date table. Date tables are essential for time intelligence calculations and ensuring consistent date-based filtering across your model. - -- Category: Performance - -- Severity: Medium (2) - -## Applies To - -- Model - -## Why This Matters - -A dedicated date table is essential because it: - -- **Enables time intelligence**: Functions like `DATESYTD`, `SAMEPERIODLASTYEAR`, and `TOTALYTD` require a date table -- **Ensures consistent filtering**: Provides single source of truth for date attributes -- **Improves performance**: Establishes proper calendar relationships -- **Supports custom calendars**: Enables fiscal year calculations and custom hierarchies - -Without a properly marked date table, many DAX time intelligence functions will fail or produce incorrect results. - -## When This Rule Triggers - -The rule triggers when **all** tables in your model meet the following conditions: - -1. No table has any calendars defined (`Calendars.Count = 0`) -2. No table contains a column marked as a key with `DataType = DateTime` -3. No table has `DataCategory = "Time"` - -This indicates that the model lacks a proper date dimension. - -## How to Fix - -### Option 1: Create a Date Table Using DAX - -Add a calculated table with a complete date range: - -```dax -DateTable = -ADDCOLUMNS ( - CALENDAR (DATE(2020, 1, 1), DATE(2030, 12, 31)), - "Year", YEAR([Date]), - "Quarter", "Q" & FORMAT([Date], "Q"), - "Month", FORMAT([Date], "MMMM"), - "MonthNumber", MONTH([Date]), - "Day", DAY([Date]), - "WeekDay", FORMAT([Date], "dddd") -) -``` - -### Option 2: Import from Data Source - -Create a date dimension table in your data warehouse or data source and import it into the model. - -### Mark as Date Table - -After creating the table: - -1. Select the date table in the **TOM Explorer** -2. Right-click and choose **Mark as Date Table** -3. Select the date column as the key column -4. Create relationships between the date table and your fact tables - -### Set Calendar Metadata - -Alternatively, configure the calendar metadata: - -1. Select the date table -2. In the **Properties** pane, expand **Calendars** -3. Add a new calendar and configure the date column reference - -## Example - -A typical date table structure: - -| Date | Year | Quarter | Month | MonthNumber | Day | -|------|------|---------|-------|-------------|-----| -| 2025-01-01 | 2025 | Q1 | January | 1 | 1 | -| 2025-01-02 | 2025 | Q1 | January | 1 | 2 | -| ... | ... | ... | ... | ... | ... | - -Once created, establish relationships: - -``` -'DateTable'[Date] (1) -> (*) 'Sales'[OrderDate] -'DateTable'[Date] (1) -> (*) 'Orders'[ShipDate] -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Remove Auto Date Table](xref:kb.bpa-remove-auto-date-table) - Removing automatic date tables that duplicate functionality - -## Learn More - -- [Create Date Tables in Power BI](https://learn.microsoft.com/power-bi/guidance/model-date-tables) -- [Time Intelligence Functions in DAX](https://learn.microsoft.com/dax/time-intelligence-functions-dax) -- [Mark as Date Table](https://learn.microsoft.com/power-bi/transform-model/desktop-date-tables) diff --git a/content/kb/bpa-do-not-summarize-numeric.md b/content/kb/bpa-do-not-summarize-numeric.md deleted file mode 100644 index f29ab822..00000000 --- a/content/kb/bpa-do-not-summarize-numeric.md +++ /dev/null @@ -1,119 +0,0 @@ ---- -uid: kb.bpa-do-not-summarize-numeric -title: Set SummarizeBy to None for Numeric Columns -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule preventing incorrect default aggregations on numeric columns that should not be summed. ---- - -# Set SummarizeBy to None for Numeric Columns - -## Overview - -This best practice rule identifies visible numeric columns (Int64, Decimal, Double) that have a default aggregation behavior (`SummarizeBy`) other than `None`. Most numeric columns should not be automatically aggregated, as summing values like IDs, quantities in non-additive contexts, or codes produces meaningless results. - -- Category: Formatting - -- Severity: High (3) - -## Applies To - -- Data Columns -- Calculated Columns -- Calculated Table Columns - -## Why This Matters - -Default aggregation on inappropriate columns causes serious issues: - -- **Incorrect analysis**: Users get meaningless totals (sum of CustomerIDs, etc.) -- **Misleading dashboards**: Visualizations show wrong numbers by default -- **User confusion**: Users must manually change aggregation for every visual -- **Wrong decisions**: Business decisions based on incorrect automatic aggregations -- **Data credibility**: Users lose trust in the model and data - -Common columns that should NOT be aggregated include IDs, keys, codes, ratios, percentages, and non-additive quantities. - -## When This Rule Triggers - -The rule triggers when a column meets ALL these conditions: - -```csharp -(DataType = "Int64" or DataType="Decimal" or DataType="Double") -and -SummarizeBy <> "None" -and not (IsHidden or Table.IsHidden) -``` - -In other words: visible numeric columns that have a summarization behavior other than "None". - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix: - -```csharp -SummarizeBy = AggregateFunction.None -``` - -To apply: -1. In the **Best Practice Analyzer** select flagged objects -3. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, locate the column -2. In **Properties** pane, find **Summarize By** -3. Change from **Sum**, **Average**, **Min**, **Max**, **Count**, or **DistinctCount** to **None** -4. Save changes - -## Common Causes - -### Cause 1: Default Import Behavior - -Numeric columns default to Sum aggregation during import. - -### Cause 2: Lack of Column Review - -Models deployed without reviewing column aggregation settings. - -### Cause 3: ID Columns Not Hidden - -Numeric ID columns remain visible with default Sum aggregation. - -## Example - -### Before Fix - -``` -Column: CustomerID - DataType: Int64 - SummarizeBy: Sum -``` - -**Result**: Visual shows "Sum of CustomerID: 12,456,789" (meaningless number) - -### After Fix - -``` -Column: CustomerID - DataType: Int64 - SummarizeBy: None -``` - -**Result**: Visual requires explicit aggregation or shows individual Customer IDs - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Hide Foreign Keys](xref:kb.bpa-hide-foreign-keys) - Related column hygiene rule -- [Format String for Columns](xref:kb.bpa-format-string-columns) - Column formatting - -## Learn More - -- [Column Properties](https://learn.microsoft.com/analysis-services/tabular-models/column-properties-ssas-tabular) -- [When to Use Measures vs. Calculated Columns](https://learn.microsoft.com/power-bi/transform-model/desktop-tutorial-create-measures) diff --git a/content/kb/bpa-expression-required.md b/content/kb/bpa-expression-required.md deleted file mode 100644 index 5dd370ef..00000000 --- a/content/kb/bpa-expression-required.md +++ /dev/null @@ -1,98 +0,0 @@ ---- -uid: kb.bpa-expression-required -title: Expression Required for Calculated Objects -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring measures, calculated columns, and calculation items have valid DAX expressions. ---- - -# Expression Required for Calculated Objects - -## Overview - -This best practice rule identifies measures, calculated columns, and calculation items that lack a DAX expression. All calculated objects must have a valid, non-empty expression to function correctly and prevent errors during model deployment and query execution. - -- Category: Error Prevention - -- Severity: High (3) - -## Applies To - -- Measures -- Calculated Columns -- Calculation Items - -## Why This Matters - -Calculated objects without expressions will cause critical failures: - -- **Model validation errors**: The model will fail validation when saved or deployed -- **Query failures**: Attempts to use the object in queries will generate errors -- **Broken dependencies**: Other measures or calculations referencing the object will fail -- **Deployment blockers**: Power BI Service and Analysis Services will reject models with empty expressions -- **Unexpected behavior**: The object may appear in field lists but produce no results - -Empty expressions typically result from incomplete object creation, copy/paste operations, or programmatic model generation errors. - -## When This Rule Triggers - -The rule triggers when any of the following objects have an empty or whitespace-only expression: - -```csharp -string.IsNullOrWhiteSpace(Expression) -``` - -This applies to: -- **Measures**: Should contain a DAX aggregation or calculation -- **Calculated Columns**: Should contain a row-context DAX expression -- **Calculation Items**: Should contain a DAX expression modifying the base measure - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, locate the measure, calculated column, or calculation item -2. Double-click to open the **DAX Editor** -3. Enter a valid DAX expression -4. Validate the syntax and save - -## Common Causes - -### Cause 1: Incomplete Creation - -Object was created intending to define it later but was forgotten. - -### Cause 2: Template-Based Creation - -Scripts or templates created objects without expressions. - -### Cause 3: Failed Copy Operation - -Copied an object but the expression didn't transfer. - -## Example - -### Before Fix - -``` -Measure: [Total Revenue] - Expression: [empty] - FormatString: $#,0.00 -``` - -**Error when queried**: "The expression for measure '[Total Revenue]' is not valid." - -### After Fix - -``` -Measure: [Total Revenue] - Expression: SUM('Sales'[Revenue]) - FormatString: $#,0.00 -``` - -**Result**: Measure functions correctly and returns aggregated revenue. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - diff --git a/content/kb/bpa-format-string-columns.md b/content/kb/bpa-format-string-columns.md deleted file mode 100644 index 69428333..00000000 --- a/content/kb/bpa-format-string-columns.md +++ /dev/null @@ -1,84 +0,0 @@ ---- -uid: kb.bpa-format-string-columns -title: Provide Format String for Numeric and Date Columns -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring visible numeric and date columns have appropriate format strings for consistent display. ---- - -# Provide Format String for Numeric and Date Columns - -## Overview - -This best practice rule identifies visible columns with numeric or date data types that lack format strings. Format strings ensure consistent, professional data display across all client tools. - -- Category: Formatting - -- Severity: Medium (2) - -## Applies To - -- Data Columns -- Calculated Columns -- Calculated Table Columns - -## Why This Matters - -Columns without format strings display inconsistently: - -- **Unprofessional appearance**: Raw numbers like 1234567.89 instead of $1,234,567.89 -- **User confusion**: Users can't tell if values are currency, percentages, or plain numbers -- **Inconsistent formatting**: Different visuals may show different formats -- **Manual formatting burden**: Users must format every visual individually -- **Date ambiguity**: Dates show timestamps when only dates are needed - -## When This Rule Triggers - -```csharp -IsVisible -and string.IsNullOrWhitespace(FormatString) -and (DataType = "Int64" or DataType = "DateTime" or DataType = "Double" or DataType = "Decimal") -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the column -2. In **Properties** pane, locate the **Format String** field -3. Choose from standard formats or enter custom format -4. Save changes - -## Common Causes - -### Cause 1: Missing Format Definition - -Columns do not have a format string when imported. - -## Example - -### Before Fix - -``` -Column: SalesAmount -Format String: (empty) -``` - -**Display**: 1234567.89 (hard to read, no currency symbol) - -### After Fix - -``` -Column: SalesAmount -Format String: "$#,0.00" -``` - -**Display**: $1,234,567.89 (clear, professional formatting) - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Provide Format String for Measures](xref:kb.bpa-format-string-measures) - Similar validation for measures diff --git a/content/kb/bpa-format-string-measures.md b/content/kb/bpa-format-string-measures.md deleted file mode 100644 index 7b4cf80f..00000000 --- a/content/kb/bpa-format-string-measures.md +++ /dev/null @@ -1,105 +0,0 @@ ---- -uid: kb.bpa-format-string-measures -title: Provide Format String for Measures -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring visible measures have appropriate format strings for consistent display. ---- - -# Provide Format String for Measures - -## Overview - -This best practice rule identifies visible measures with numeric or date data types that lack format strings. All measures should have explicit format strings for professional, consistent display. - -- Category: Formatting - -- Severity: Medium (2) - -## Applies To - -- Measures - -## Why This Matters - -Measures without format strings display raw values, causing user confusion and inconsistent reporting. Format strings ensure: - -- **Professional appearance**: Values display with appropriate currency, percentage, or number formatting -- **Consistency**: All reports show values in the same format -- **User confidence**: Properly formatted numbers are easier to read and interpret -- **Business alignment**: Formatting matches corporate standards - -## When This Rule Triggers - -```csharp -IsVisible -and string.IsNullOrWhitespace(FormatString) -and (DataType = "Int64" or DataType = "DateTime" or DataType = "Double" or DataType = "Decimal") -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the measure -2. In **Properties** pane, locate the **Format String** field -3. Enter an appropriate format string based on what the measure calculates -4. Save changes - -### Common Format Patterns - -```dax -Total Revenue = -SUM('Sales'[Amount]) -// Format String: "$#,0" - -Average Price = -AVERAGE('Sales'[UnitPrice]) -// Format String: "$#,0.00" - -YoY Growth = -DIVIDE([This Year] - [Last Year], [Last Year], 0) -// Format String: "0.0%" - -Order Count = -COUNTROWS('Orders') -// Format String: "#,0" -``` - -## Common Causes - -### Cause 1: Missing Format Definition - -When creating a new measure the defualt state is to not have any format string set. - -### Cause 2: Copy/Paste from Calculated Columns - -Copying measures from columns that don't require format strings. - -## Example - -### Before Fix - -```dax -Total Revenue = SUM('Sales'[Amount]) -// No Format String -``` - -**Display**: 1234567.89 (hard to read, no currency symbol) - -### After Fix - -```dax -Total Revenue = SUM('Sales'[Amount]) -// Format String: "$#,0" -``` - -**Display**: $1,234,568 (clear, professional formatting) - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Format String for Columns](xref:kb.bpa-format-string-columns) - Similar validation for columns diff --git a/content/kb/bpa-hide-foreign-keys.md b/content/kb/bpa-hide-foreign-keys.md deleted file mode 100644 index 62717d39..00000000 --- a/content/kb/bpa-hide-foreign-keys.md +++ /dev/null @@ -1,118 +0,0 @@ ---- -uid: kb.bpa-hide-foreign-keys -title: Hide Foreign Key Columns -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule for hiding foreign key columns to simplify the model for end users. ---- - -# Hide Foreign Key Columns - -## Overview - -This best practice rule identifies foreign key columns (many-side of relationships) that are visible to end users. Foreign keys should be hidden because they serve only as relationship connectors and provide no analytical value when displayed. - -- Category: Formatting - -- Severity: Medium (2) - -## Applies To - -- Data Columns -- Calculated Columns -- Calculated Table Columns - -## Why This Matters - -Visible foreign key columns create unnecessary clutter: - -- **User confusion**: Foreign keys look like useful data but duplicate dimension attributes -- **Redundant fields**: Users see both the key and the related dimension attributes -- **Larger field lists**: More objects to scroll through finding relevant fields -- **Incorrect usage**: Users may group by keys instead of proper dimension attributes -- **Poor visualizations**: Charts showing key values instead of descriptive names - -Foreign keys exist only to create relationships between tables. Once relationships are established, users should work with dimension attributes, not the foreign keys themselves. - -## When This Rule Triggers - -The rule triggers when a column is: - -1. Used as the "from" column in a relationship (many-side) -2. The relationship has many cardinality on the from-side -3. The column is visible (`IsHidden = false`) - -```csharp -UsedInRelationships.Any(FromColumn.Name == current.Name and FromCardinality == "Many") -and -IsHidden == false -``` - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix: - -```csharp -IsHidden = true -``` - -To apply: -1. In the **Best Practice Analyzer** select flagged foreign key columns -2. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, locate the foreign key column -2. In **Properties** pane, set **IsHidden** to **true** -3. Save changes - -## Common Causes - -### Cause 1: Incomplete Model Setup - -Foreign keys remain visible after creating relationships. - -### Cause 2: Bulk Import - -Tables imported without post-processing to hide foreign keys. - -### Cause 3: Legacy Models - -Older models where foreign key hiding wasn't enforced. - -## Example - -### Before Fix - -``` -Sales Table Fields (visible): - - OrderDate - - CustomerKey ← Foreign key (should be hidden) - - ProductKey ← Foreign key (should be hidden) - - SalesAmount - - Quantity -``` - -**User experience**: Field list is cluttered. Users might mistakenly use `Sales[CustomerKey]` instead of `Customer[CustomerName]`. - -### After Fix - -``` -Sales Table Fields (visible): - - OrderDate - - SalesAmount - - Quantity -``` - -**User experience**: Clean field list. Users naturally use dimension attributes, relationship filtering works automatically. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Set SummarizeBy to None for Numeric Columns](xref:kb.bpa-do-not-summarize-numeric) - Related column configuration -- [Format String for Columns](xref:kb.bpa-format-string-columns) - Column display settings diff --git a/content/kb/bpa-many-to-many-single-direction.md b/content/kb/bpa-many-to-many-single-direction.md deleted file mode 100644 index fdcadb21..00000000 --- a/content/kb/bpa-many-to-many-single-direction.md +++ /dev/null @@ -1,115 +0,0 @@ ---- -uid: kb.bpa-many-to-many-single-direction -title: Many-to-Many Relationships Should Use Single Direction -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule to avoid performance issues by using single-direction filtering on many-to-many relationships. ---- - -# Many-to-Many Relationships Should Use Single Direction - -## Overview - -This best practice rule identifies many-to-many relationships that use bidirectional cross-filtering. Many-to-many relationships with both-directions filtering cause significant performance degradation. - -- Category: Performance -- Severity: Medium (2) - -## Applies To - -- Relationships - -## Why This Matters - -- **Severe performance impact**: Engine must evaluate filters in both directions -- **Memory consumption**: Additional filter contexts maintained -- **Ambiguous filter paths**: Multiple routes produce unexpected results -- **Complex DAX logic**: Debugging filter context becomes difficult -- **Risk circular dependencies**: Can lead to infinite evaluation loops - -## When This Rule Triggers - -The rule triggers when a relationship meets all conditions: - -1. `FromCardinality = "Many"` -2. `ToCardinality = "Many"` -3. `CrossFilteringBehavior = "BothDirections"` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, locate the flagged relationship -2. In **Properties** pane, find `Cross Filter Direction` -3. Change from **Both** to **Single** - -Choose direction based on typical filter flow: -- From dimension to fact -- From lookup to data table - -When opposite-direction filtering is needed, handle explicitly in measures: - -```dax -SalesWithCrossFilter = -CALCULATE( - SUM('Sales'[Amount]), - CROSSFILTER('BridgeTable'[Key], 'DimensionTable'[Key], Both) -) -``` - -## Common Causes - -### Cause 1: Default Both-Direction Setting - -Model designer applied bidirectional filtering by default. - -### Cause 2: Misunderstood Requirements - -Believed both-direction filtering was necessary for all scenarios. - -### Cause 3: Quick Fix Approach - -Used both-direction filtering to solve a specific problem without considering performance. - -## Example - -### Before Fix - -``` -'Sales' (Many) <--> (Many) 'ProductBridge' -Cross Filter Direction: Both ← Problem -``` - -### After Fix - -``` -'Sales' (Many) --> (Many) 'ProductBridge' -Cross Filter Direction: Single -``` - -When Products need to filter Sales, use DAX: - -```dax -SalesForSelectedProducts = -VAR SelectedProducts = VALUES('Products'[ProductKey]) -RETURN -CALCULATE( - SUM('Sales'[Amount]), - TREATAS(SelectedProducts, 'ProductBridge'[ProductKey]) -) -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Relationship Data Types Must Match](xref:kb.bpa-relationship-same-datatype) - Ensuring relationship integrity - -## Learn More - -- [Many-to-Many Relationships in Power BI](https://learn.microsoft.com/power-bi/transform-model/desktop-many-to-many-relationships) -- [Relationship Cross-Filtering](https://learn.microsoft.com/power-bi/transform-model/desktop-relationships-understand) -- [DAX CROSSFILTER Function](https://dax.guide/crossfilter/) -- [DAX TREATAS Function](https://dax.guide/treatas) diff --git a/content/kb/bpa-perspectives-no-objects.md b/content/kb/bpa-perspectives-no-objects.md deleted file mode 100644 index 13772524..00000000 --- a/content/kb/bpa-perspectives-no-objects.md +++ /dev/null @@ -1,89 +0,0 @@ ---- -uid: kb.bpa-perspectives-no-objects -title: Perspectives Should Contain Objects -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule for removing empty perspectives that contain no visible objects. ---- - -# Perspectives Should Contain Objects - -## Overview - -This best practice rule identifies perspectives that don't contain any visible tables. Empty perspectives serve no purpose and should be removed. - -- Category: Maintenance -- Severity: Low (1) - -## Applies To - -- Perspectives - -## Why This Matters - -- **User confusion**: Empty perspectives appear in client tools but show no data - -## When This Rule Triggers - -The rule triggers when a perspective has no visible tables: - -```csharp -Model.Tables.Any(InPerspective[current.Name]) == false -``` - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix that deletes the empty perspective: - -```csharp -Delete() -``` - -To apply: -1. Run the **Best Practice Analyzer** -2. Select the empty perspectives -3. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, expand the **Perspectives** node -2. Right-click the empty perspective -3. Select **Delete** - -## Common Causes - -### Cause 1: Removed All Tables - -All tables removed from perspective without deleting it. - -### Cause 2: Incomplete Configuration - -Perspective created during design but never populated. - -## Example - -### Before Fix - -``` -Perspectives: - - Sales (contains: Sales, Customer, Product tables) ✓ - - Marketing (contains: NO TABLES) ✗ -``` - -### After Fix - -``` -Perspectives: - - Sales (contains: Sales, Customer, Product tables) ✓ -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Learn More - -- [Perspectives in Tabular Models](https://learn.microsoft.com/analysis-services/tabular-models/perspectives-ssas-tabular) - diff --git a/content/kb/bpa-powerbi-latest-compatibility.md b/content/kb/bpa-powerbi-latest-compatibility.md deleted file mode 100644 index bb97ccb7..00000000 --- a/content/kb/bpa-powerbi-latest-compatibility.md +++ /dev/null @@ -1,86 +0,0 @@ ---- -uid: kb.bpa-powerbi-latest-compatibility -title: Use Latest Compatibility Level for Power BI Models -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring Power BI models use the latest compatibility level for optimal features and performance. ---- - -# Use Latest Compatibility Level for Power BI Models - -## Overview - -This rule identifies Power BI models not using the latest available compatibility level. Using the latest level ensures access to newest features, performance optimizations, and bug fixes. - -- Category: Governance -- Severity: High (3) - -## Applies To - -- Model (Power BI semantic models only) - -## Why This Matters - -- **Missing features**: New DAX functions and model capabilities unavailable -- **Future compatibility**: Easier upgrades when using recent levels - -## When This Rule Triggers - -For Power BI models, triggers when compatibility level is below current maximum: - -```csharp -Model.Database.CompatibilityMode=="PowerBI" -and Model.Database.CompatibilityLevel<>[CurrentMaxLevel] -``` - -## How to Fix - -### Automatic Fix - -The best practice rule includes an automatic fix that sets the Compatability Level to the highest avaliable that exist on the current installation of Tabular Editor 3. If you have an older version of Tabular Editor 3 installed you should update your installation. - -```csharp -Model.Database.CompatibilityLevel = [PowerBIMaxCompatibilityLevel] -``` - -### Manual Fix - -1. In Tabular Editor, go to **Model** properties -2. Set **Compatibility Level** to the latest version -3. Test all DAX expressions and features -4. Deploy to Power BI Service - -## Common Causes - -### Cause 1: Model Created in Power BI Desktop - -Model created with in Power BI Desktop does not necesarily have the latest Compatability Level. - -### Cause 2: Model Created at Lower Level - -Model created with older version of Power BI Desktop. - -### Cause 3: Conservative Approach - -Team policy to delay upgrades. - -## Example - -### Before Fix - -``` -Model Compatibility Level: 1500 -Current Maximum Level: 1700 -``` - -### After Fix - -``` -Model Compatibility Level: 1700 (Latest) -``` - -Access to new features like enhanced calculation groups and field parameters. - -## Compatibility Level - -This rule applies to Power BI models at all compatibility levels. \ No newline at end of file diff --git a/content/kb/bpa-relationship-same-datatype.md b/content/kb/bpa-relationship-same-datatype.md deleted file mode 100644 index fb3263fd..00000000 --- a/content/kb/bpa-relationship-same-datatype.md +++ /dev/null @@ -1,92 +0,0 @@ ---- -uid: kb.bpa-relationship-same-datatype -title: Relationship Columns Must Have Same Data Type -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring relationships connect columns with matching data types to prevent errors and performance issues. ---- - -# Relationship Columns Must Have Same Data Type - -## Overview - -This best practice rule identifies relationships where the connected columns have mismatched data types. Both columns in a relationship must share the same data type to ensure proper filtering, prevent errors, and maintain optimal query performance. - -- Category: Error Prevention - -- Severity: High (3) - -## Applies To - -- Relationships - -## Why This Matters - -Relationships with mismatched data types cause serious problems: - -- **Model validation errors**: The model may fail to save or deploy -- **Relationship creation failures**: Power BI and Analysis Services may reject the relationship -- **Implicit conversions**: Expensive data type conversions on every query -- **Incorrect results**: Type coercion leads to unexpected filtering behavior -- **Performance degradation**: Converting data types during queries slows execution -- **Memory overhead**: Additional memory required for conversion buffers - -## When This Rule Triggers - -The rule triggers when: - -```csharp -FromColumn.DataType != ToColumn.DataType -``` - -This detects relationships connecting columns with different data types. - -## How to Fix - -### Manual Fix - -1. Identify which column should change data type -2. Change the data type in **Power Query**, in the underlying data source or in the model -3. Delete the existing relationship -4. Create a new relationship between the corrected columns -5. Verify filtering works correctly - -## Common Causes - -### Cause 1: Inconsistent Data Type Choices - -Different data types chosen for the same logical key during import or table creation. - -### Cause 2: Source System Differences - -Foreign keys imported from different source systems with different type conventions. - -### Cause 3: DateTime vs Date Mismatch - -Fact tables using DateTime columns while date dimensions use Date type. - -## Example - -### Before Fix - -``` -Relationship: Sales[CustomerID] (Int64) → Customers[CustomerID] (String) -``` - -**Error**: Relationship fails validation or creates performance issues with implicit conversion - -### After Fix - -``` -Relationship: Sales[CustomerID] (Int64) → Customers[CustomerID] (Int64) -``` - -**Result**: Relationship works efficiently with no type conversion overhead - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Many-to-Many Relationships Should Use Single Direction](xref:kb.bpa-many-to-many-single-direction) - Relationship performance optimization diff --git a/content/kb/bpa-remove-auto-date-table.md b/content/kb/bpa-remove-auto-date-table.md deleted file mode 100644 index 91451c32..00000000 --- a/content/kb/bpa-remove-auto-date-table.md +++ /dev/null @@ -1,106 +0,0 @@ ---- -uid: kb.bpa-remove-auto-date-table -title: Remove Auto Date Tables -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule to identify and remove automatically generated date tables that increase model size and reduce performance. ---- - -# Remove Auto Date Tables - -## Overview - -This best practice rule identifies automatically generated date tables created by Power BI Desktop. These auto-generated tables (`DateTableTemplate_` and `LocalDateTable_`) should be removed in favor of a single, explicit date table to optimize model size and performance. - -- Category: Performance - -- Severity: Medium (2) - -## Applies To - -- Tables -- Calculated Tables - -## Why This Matters - -Power BI automatically creates hidden date tables for every date/datetime column when "Auto Date/Time" is enabled. This causes issues: - -- **Increased model size**: Each auto-generated table adds unnecessary data -- **Memory overhead**: Multiple date tables consume more memory than one shared table -- **Slower refresh**: Additional tables increase refresh duration - -A single, well-designed date table is far more efficient and maintainable. - -## When This Rule Triggers - -The rule triggers when it finds calculated tables with names that: - -- Start with `"DateTableTemplate_"`, or -- Start with `"LocalDateTable_"` - -These prefixes indicate Power BI's automatically generated date tables. - -## How to Fix - -### Manual Fix - -1. Disable **Auto Date/Time** in Power BI Desktop (**File** > **Options** > **Data Load**) -2. Create a dedicated date table. -3. Mark it as a date table and create relationships to fact tables -4. In **TOM Explorer**, delete tables starting with `DateTableTemplate_` or `LocalDateTable_` -5. Verify custom date table relationships work correctly - -## Common Causes - -### Cause 1: Auto Date/Time Feature Enabled - -Power BI Desktop's "Auto Date/Time" feature automatically creates these tables. - -### Cause 2: Migrated Models - -Models created with auto tables enabled and never cleaned up. - -### Cause 3: Default Settings - -New models use default settings which enable auto date tables. - -## Example - -### Before Fix - -``` -Tables: - - Sales - - LocalDateTable_OrderDate (hidden, auto-generated) - - LocalDateTable_ShipDate (hidden, auto-generated) - - Products - - LocalDateTable_ReleaseDate (hidden, auto-generated) -``` - -**Result**: Multiple hidden tables inflate model size - -### After Fix - -``` -Tables: - - Sales - - Products - - DateTable (explicit, marked as date table) - -> Relationships to Sales[OrderDate], Sales[ShipDate], Products[ReleaseDate] -``` - -**Result**: Single efficient date table serves all date relationships - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Date Table Should Exist](xref:kb.bpa-date-table-exists) - Ensuring a proper date table is present - -## Learn More - -- [Disable Auto Date/Time in Power BI](https://learn.microsoft.com/power-bi/guidance/auto-date-time) -- [Create Date Tables](https://learn.microsoft.com/power-bi/guidance/model-date-tables) -- [Date Table Best Practices](https://www.sqlbi.com/articles/creating-a-simple-date-table-in-dax/) diff --git a/content/kb/bpa-remove-unused-data-sources.md b/content/kb/bpa-remove-unused-data-sources.md deleted file mode 100644 index d5b82ed4..00000000 --- a/content/kb/bpa-remove-unused-data-sources.md +++ /dev/null @@ -1,117 +0,0 @@ ---- -uid: kb.bpa-remove-unused-data-sources -title: Remove Unused Data Sources -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule for removing orphaned data sources to reduce model complexity and improve maintainability. ---- - -# Remove Unused Data Sources - -## Overview - -This best practice rule identifies data sources that are not referenced by any partitions or table expressions. Removing unused data sources reduces model complexity, improves maintainability, and prevents confusion. - -- Category: Maintenance -- Severity: Low (1) - -## Applies To - -- Provider Data Sources -- Structured Data Sources - -## Why This Matters - -Unused data sources create unnecessary overhead: - -- **Maintenance burden**: Credentials and connection strings must be maintained for unused connections -- **Security concerns**: Unnecessary connection strings may expose sensitive information -- **Model complexity**: Extra objects clutter the data source list -- **Confusion**: Developers may mistakenly use obsolete data sources -- **Deployment issues**: Unused data sources may reference systems that no longer exist -- **Documentation overhead**: Extra objects require explanation in model documentation - -Unused data sources typically result from: -- Refactoring partitions to use different sources -- Consolidating multiple sources into one -- Removing tables without cleaning up their data sources -- Testing alternative connection methods - -## When This Rule Triggers - -The rule triggers when a data source meets all these conditions: - -```csharp -UsedByPartitions.Count() == 0 -and not Model.Tables.Any(SourceExpression.Contains(OuterIt.Name)) -and not Model.AllPartitions.Any(Query.Contains(OuterIt.Name)) -``` - -In other words: -1. No partitions directly reference the data source -2. No table source expressions (M queries) reference the data source by name -3. No partition queries contain the data source name - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix that deletes the unused data source: - -```csharp -Delete() -``` - -To apply: -1. In the **Best Practice Analyzer** select flagged objects -3. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, expand the **Data Sources** node -2. Right-click the unused data source -3. Select **Delete** -4. Confirm the deletion - -### Before Deleting - -Verify the data source is truly unused: -- Check all partitions in all tables -- Search M expressions for references to the data source name -- Review custom expressions and calculated tables -- Ensure no documentation references the connection - -## Example - -### Before Fix - -``` -Data Sources: - - SQLServer_Production (Provider, used by Sales partition) - - SQLServer_Staging (Provider, NOT USED) ← Remove - - AzureSQL_Archive (Structured, NOT USED) ← Remove - - PowerQuery_Web (Structured, used by Product partition) -``` - -### After Fix - -``` -Data Sources: - - SQLServer_Production (Provider, used by Sales partition) - - PowerQuery_Web (Structured, used by Product partition) -``` - -**Result**: Simpler model with only necessary data sources - -## False Positives - -The rule may flag data sources that are: -- Referenced through dynamic M expressions using variables -- Used in commented-out partition queries -- Referenced by name in annotations or descriptions - -**Solution**: Manually verify before deleting; add comments or annotations if the data source should be kept for documentation purposes. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. \ No newline at end of file diff --git a/content/kb/bpa-set-isavailableinmdx-false.md b/content/kb/bpa-set-isavailableinmdx-false.md deleted file mode 100644 index 80f4c327..00000000 --- a/content/kb/bpa-set-isavailableinmdx-false.md +++ /dev/null @@ -1,91 +0,0 @@ ---- -uid: kb.bpa-set-isavailableinmdx-false -title: Set IsAvailableInMDX to False -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule to optimize performance by disabling MDX access for hidden columns that are not used in relationships or hierarchies. ---- - -# Set IsAvailableInMDX to False - -## Overview - -This best practice rule identifies hidden columns that have the `IsAvailableInMDX` property set to `true` but don't need to be accessible through MDX queries. Setting this property to `false` for unused hidden columns can improve query performance and reduce memory overhead. - -- Category: Performance -- Severity: Medium (2) - -## Applies To - -- Data Columns -- Calculated Columns -- Calculated Table Columns - -## Why This Matters - -When a column has `IsAvailableInMDX` set to `true`, the Analysis Services engine maintains additional metadata and structures to support MDX queries against that column. For hidden columns that aren't used in relationships, hierarchies, variations, calendars, or as sort-by columns, this overhead is unnecessary and can: - -- Increase memory consumption -- Slow down query processing -- Add complexity to the model metadata - -By explicitly setting `IsAvailableInMDX` to `false` for these columns, you optimize the model for DAX-only scenarios, which is the primary query language for Power BI and modern Analysis Services models. - -## When This Rule Triggers - -The rule triggers when all of the following conditions are met: - -1. The column has `IsAvailableInMDX = true` -2. The column is hidden (or its table is hidden) -3. The column is NOT used in any `SortBy` relationships -4. The column is NOT used in any hierarchies -5. The column is NOT used in any variations -6. The column is NOT used in any calendars -7. The column is NOT serving as a `SortByColumn` for another column - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix expression. When you apply the fix in the Best Practice Analyzer: - -```csharp -IsAvailableInMDX = false -``` -To apply: -1. In the **Best Practice Analyzer** select flagged objects -3. Click **Apply Fix** - -### Manual Fix - -1. In the **TOM Explorer**, locate the flagged column -2. In the **Properties** pane, find the `IsAvailableInMDX` property -3. Set the value to `false` -4. Save your changes - -## Example - -Consider a hidden calculated column used only for intermediate calculations: - -```dax -_TempCalculation = -CALCULATE( - SUM('Sales'[Amount]), - ALLEXCEPT('Sales', 'Sales'[ProductKey]) -) -``` - -If this column is: -- Hidden from client tools -- Not used in any hierarchies or relationships -- Not referenced by sort operations - -Then setting `IsAvailableInMDX = false` is recommended for optimal performance. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Set IsAvailableInMDX to True When Necessary](xref:kb.bpa-set-isavailableinmdx-true-necessary) - The complementary rule ensuring columns that need MDX access have it enabled diff --git a/content/kb/bpa-set-isavailableinmdx-true-necessary.md b/content/kb/bpa-set-isavailableinmdx-true-necessary.md deleted file mode 100644 index 5c3062cc..00000000 --- a/content/kb/bpa-set-isavailableinmdx-true-necessary.md +++ /dev/null @@ -1,144 +0,0 @@ ---- -uid: kb.bpa-set-isavailableinmdx-true-necessary -title: Set IsAvailableInMDX to True When Necessary -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule preventing query errors by ensuring columns used in hierarchies and relationships have MDX availability enabled. ---- - -# Set IsAvailableInMDX to True When Necessary - -## Overview - -This best practice rule identifies columns that have `IsAvailableInMDX` set to `false` but are actually used in scenarios requiring MDX access. These columns must have MDX availability enabled to function correctly in hierarchies, relationships, and sort operations. - -- Category: Error Prevention -- Severity: High (3) - -## Applies To - -- Data Columns -- Calculated Columns -- Calculated Table Columns - -## Why This Matters - -When a column is used in certain model structures, the Analysis Services engine requires MDX access to that column. Disabling MDX access for columns that need it causes: - -- **Query failures**: Hierarchies and sort operations fail with errors -- **Broken visualizations**: Charts and tables using affected hierarchies display errors -- **Relationship problems**: MDX queries against relationships may fail -- **Calendar/variation errors**: Time intelligence features break -- **Unpredictable behavior**: Some queries work while others fail depending on client tool - -Columns need `IsAvailableInMDX = true` when they are: -- Used in hierarchies as levels -- Referenced as sort-by columns -- Used in variations (alternate hierarchies) -- Part of calendar definitions -- Serving as sort-by targets for other columns - -## When This Rule Triggers - -The rule triggers when a column has `IsAvailableInMDX = false` AND any of these conditions are true: - -```csharp -IsAvailableInMDX = false -and -( - UsedInSortBy.Any() - or - UsedInHierarchies.Any() - or - UsedInVariations.Any() - or - UsedInCalendars.Any() - or - SortByColumn != null -) -``` - -The rule checks these dependency collections: - -| Property | Description | Example Usage | -|----------|-------------|---------------| -| `UsedInHierarchies` | Hierarchies where column is a level | Product hierarchy levels | -| `UsedInSortBy` | Columns using this as sort key | Month names sorted by month number | -| `UsedInVariations` | Alternate hierarchies using column | Product variations | -| `UsedInCalendars` | Calendar metadata references | Date table calendar definitions | -| `SortByColumn` | Column sorts by another column | This column has a sort-by reference | - -## How to Fix - -### Automatic Fix - -This rule includes an automatic fix: - -```csharp -IsAvailableInMDX = true -``` - -To apply: -1. In the **Best Practice Analyzer** select flagged objects -3. Click **Apply Fix** - -### Manual Fix - -1. In **TOM Explorer**, locate the flagged column -2. In **Properties** pane, find `IsAvailableInMDX` -3. Set the value to `true` -4. Save and test affected hierarchies/sorts - -## Common Scenarios - -### Scenario 1: Hierarchy Level Column - -**Problem**: A column used as a hierarchy level has MDX disabled - -```dax -Hierarchy: Geography - Levels: - - Country - - State (IsAvailableInMDX = false) ← Problem - - City -``` - -**Error**: "The hierarchy 'Geography' cannot be used because one of its levels is not available in MDX." - -**Solution**: Set `State[IsAvailableInMDX] = true` - -### Scenario 2: Sort-By Column - -**Problem**: A column serving as a sort-by target has MDX disabled - -``` -Month Name column: - - SortByColumn = MonthNumber - - MonthNumber.IsAvailableInMDX = false ← Problem -``` - -**Error**: Months display in alphabetical order instead of calendar order - -**Solution**: Set `MonthNumber[IsAvailableInMDX] = true` - -### Scenario 3: Calendar Definition - -**Problem**: A date column used in calendar metadata has MDX disabled - -``` -DateTable: - - Calendar uses DateKey column - - DateKey.IsAvailableInMDX = false ← Problem -``` - -**Error**: Time intelligence functions fail - -**Solution**: Set `DateKey[IsAvailableInMDX] = true` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Set IsAvailableInMDX to False](xref:kb.bpa-set-isavailableinmdx-false) - The complementary optimization rule diff --git a/content/kb/bpa-specify-application-name.md b/content/kb/bpa-specify-application-name.md deleted file mode 100644 index 50dbf82b..00000000 --- a/content/kb/bpa-specify-application-name.md +++ /dev/null @@ -1,70 +0,0 @@ ---- -uid: kb.bpa-specify-application-name -title: Specify Application Name in Connection Strings -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule for including application name in SQL Server connection strings to enable monitoring and troubleshooting. ---- - -# Specify Application Name in Connection Strings - -## Overview - -This rule identifies SQL Server provider data sources that lack an Application Name parameter in their connection strings. Including the application name enables better monitoring and troubleshooting. - -- Category: Performance -- Severity: Low (1) - -## Applies To - -- Provider Data Sources - -## Why This Matters - -- **Query tracking**: DBAs can identify which application generated queries -- **Performance monitoring**: Isolate tabular model queries for analysis -- **Troubleshooting**: Quickly identify source of problem queries -- **Auditing**: Track data access by application - -## When This Rule Triggers - -This rule triggers when a data source meets both of these conditions: - -1. The connection string uses a SQL Server provider (contains `SQLNCLI`, `SQLOLEDB`, or `MSOLEDBSQL`) -2. The connection string does NOT include an `Application Name` parameter - -In other words, the rule identifies SQL Server connections that are missing the application name identifier. - -## How to Fix - -### Manual Fix - -Add Application Name to your connection string: - -``` -Provider=MSOLEDBSQL;Data Source=ServerName;Initial Catalog=DatabaseName;Application Name=Tabular Editor;Integrated Security=SSPI; -``` - -## Example - -### Before Fix - -``` -Provider=MSOLEDBSQL;Data Source=localhost;Initial Catalog=AdventureWorks; -``` - -### After Fix - -``` -Provider=MSOLEDBSQL;Data Source=localhost;Initial Catalog=AdventureWorks;Application Name=Sales Model; -``` - -Result: Queries now identifiable in SQL Server monitoring tools. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Remove Unused Data Sources](xref:kb.bpa-remove-unused-data-sources) - Data source maintenance diff --git a/content/kb/bpa-translate-descriptions.md b/content/kb/bpa-translate-descriptions.md deleted file mode 100644 index 24a01fb4..00000000 --- a/content/kb/bpa-translate-descriptions.md +++ /dev/null @@ -1,99 +0,0 @@ ---- -uid: kb.bpa-translate-descriptions -title: Translate Descriptions for All Cultures -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring object descriptions are translated for all defined cultures. ---- - -# Translate Descriptions for All Cultures - -## Overview - -This rule identifies objects with descriptions that lack translations for one or more cultures. - -- Category: Model Layout -- Severity: Low (1) - -## Applies To - -- Model -- Tables -- Measures -- Hierarchies -- Levels -- Perspectives -- Data Columns -- Calculated Columns -- Calculated Tables -- Calculated Table Columns - -## Why This Matters - -- **Incomplete localization**: Descriptions display in default language only -- **Inconsistent help text**: Users see mix of languages -- **User confusion**: Documentation appears incomplete -- **Professional appearance**: Missing translations reduce model quality - -## When This Rule Triggers - -```csharp -not string.IsNullOrEmpty(Description) -and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedDescriptions[it])) -``` -This rule triggers when an object meets both of these conditions: - -1. The object has a description (not empty) -2. At least one culture in the model is missing a translation for that description - -In other words, if you have descriptions and multiple cultures defined, all descriptions should be translated for all cultures. - - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the object -2. In **Properties** pane, expand **Translated Descriptions** -3. Enter translation for each culture - -## Common Causes - -### Cause 1: New Descriptions Added - -Descriptions created without translations. - -### Cause 2: Culture Added Later - -Culture added after descriptions were written. - -### Cause 3: Incomplete Translation - -Translation process didn't cover descriptions. - -## Example - -### Before Fix - -``` -Measure: [Total Revenue] -Description (English): "Sum of all revenue" -Description (Spanish): (missing) -``` - -### After Fix - -``` -Measure: [Total Revenue] -Description (English): "Sum of all revenue" -Description (Spanish): "Suma de todos los ingresos" -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names -- [Translate Display Folders](xref:kb.bpa-translate-display-folders) - Translating display folders diff --git a/content/kb/bpa-translate-display-folders.md b/content/kb/bpa-translate-display-folders.md deleted file mode 100644 index a8b7bb38..00000000 --- a/content/kb/bpa-translate-display-folders.md +++ /dev/null @@ -1,104 +0,0 @@ ---- -uid: kb.bpa-translate-display-folders -title: Translate Display Folders for All Cultures -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring display folders are translated for all defined cultures. ---- - -# Translate Display Folders for All Cultures - -## Overview - -This rule identifies visible objects with display folders that lack translations for one or more cultures. - -- Category: Model Layout -- Severity: Low (1) - -## Applies To - -- Measures -- Hierarchies -- Data Columns -- Calculated Columns -- Calculated Table Columns - -## Why This Matters - -- **Incomplete localization**: Display folders show in default language only -- **Inconsistent navigation**: Partially translated folder structure -- **User confusion**: Organization appears incomplete -- **Professional appearance**: Missing translations reduce model quality - -## When This Rule Triggers - -This rule triggers when an object meets all three of these conditions: - -1. The object is **visible** to end users (not hidden) -2. The object has a **display folder** assigned (organizing it into a folder structure) -3. At least one culture in the model is **missing a translation** for that display folder - -In plain language: visible objects that are organized in display folders should have those folder names translated for all cultures in your model. - -```csharp -IsVisible -and not string.IsNullOrEmpty(DisplayFolder) -and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedDisplayFolders[it])) -``` - -## How to Fix - -### Automatic Fix - -```csharp -TranslatedDisplayFolders.Reset() -``` - -Resets translations to use the default display folder. - -### Manual Fix - -1. Select object in **TOM Explorer** -2. Expand **Translated Display Folders** in properties -3. Enter translation for each culture - -## Common Causes - -### Cause 1: New Display Folders Added - -Display folders created without translations. - -### Cause 2: Culture Added Later - -Culture added after display folders were defined. - -### Cause 3: Incomplete Translation - -Translation workflow didn't cover display folders. - -## Example - -### Before Fix - -``` -Measure: [Total Sales] -Display Folder (English): "Sales Metrics" -Display Folder (French): (missing) -``` - -### After Fix - -``` -Measure: [Total Sales] -Display Folder (English): "Sales Metrics" -Display Folder (French): "Métriques de Vente" -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names -- [Translate Descriptions](xref:kb.bpa-translate-descriptions) - Translating descriptions diff --git a/content/kb/bpa-translate-hierarchy-levels.md b/content/kb/bpa-translate-hierarchy-levels.md deleted file mode 100644 index 63265dc2..00000000 --- a/content/kb/bpa-translate-hierarchy-levels.md +++ /dev/null @@ -1,92 +0,0 @@ ---- -uid: kb.bpa-translate-hierarchy-levels -title: Translate Hierarchy Level Names for All Cultures -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring hierarchy level names are translated for all defined cultures. ---- - -# Translate Hierarchy Level Names for All Cultures - -## Overview - -This rule identifies hierarchy levels in visible hierarchies that lack name translations for one or more cultures. - -- Category: Model Layout -- Severity: Low (1) - -## Applies To - -- Levels (within hierarchies) - -## Why This Matters - -- **Incomplete localization**: Level names display in default language only -- **Inconsistent experience**: Partially translated hierarchies -- **User confusion**: Navigation appears incomplete -- **Professional appearance**: Missing translations reduce quality - -## When This Rule Triggers - -This rule triggers when a hierarchy level meets both of these conditions: - -1. The hierarchy containing the level is **visible** to end users -2. At least one culture in the model is **missing a translation** for the level name - -That is if you have visible hierarchies with multiple cultures, all the level names within those hierarchies should be translated for each culture. - -```csharp -Hierarchy.IsVisible -and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedNames[it])) -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the level -2. In **Properties** pane, expand **Translated Names** -3. Enter translation for each culture - -## Common Causes - -### Cause 1: New Levels Added - -Levels created without translations. - -### Cause 2: Culture Added Later - -Culture added after hierarchy was created. - -### Cause 3: Incomplete Translation - -Translation process didn't cover all hierarchy levels. - -## Example - -### Before Fix - -``` -Hierarchy: Geography - Level: Country - English: "Country" - Spanish: (missing) -``` - -### After Fix - -``` -Hierarchy: Geography - Level: Country - English: "Country" - Spanish: "País" -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names -- [Translate Perspectives](xref:kb.bpa-translate-perspectives) - Translating perspective names diff --git a/content/kb/bpa-translate-perspectives.md b/content/kb/bpa-translate-perspectives.md deleted file mode 100644 index 8a14a954..00000000 --- a/content/kb/bpa-translate-perspectives.md +++ /dev/null @@ -1,87 +0,0 @@ ---- -uid: kb.bpa-translate-perspectives -title: Translate Perspective Names for All Cultures -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring perspective names are translated for all defined cultures. ---- - -# Translate Perspective Names for All Cultures - -## Overview - -This rule identifies model perspectives that lack name translations for one or more cultures. - -- Category: Model Layout -- Severity: Low (1) - -## Applies To - -- Model -- Perspectives - -## Why This Matters - -- **Incomplete localization**: Perspectives display in default language only -- **Inconsistent experience**: Mix of translated and untranslated perspective names -- **User confusion**: Expected language support not available -- **Professional appearance**: Incomplete translations reduce model quality - -## When This Rule Triggers - -This rule triggers when a perspective has: - -- At least one culture in the model that is **missing a translation** for the perspective name - -```csharp -Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedNames[it])) -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the perspective -2. In **Properties** pane, expand **Translated Names** -3. Enter translation for each culture - -## Common Causes - -### Cause 1: New Perspectives Added - -Perspectives created without translations. - -### Cause 2: Culture Added Later - -Culture added after perspectives were defined. - -### Cause 3: Incomplete Translation - -Translation workflow didn't cover perspectives. - -## Example - -### Before Fix - -``` -Perspective: "Sales Analysis" -English: "Sales Analysis" -German: (missing) -``` - -### After Fix - -``` -Perspective: "Sales Analysis" -English: "Sales Analysis" -German: "Vertriebsanalyse" -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names -- [Translate Descriptions](xref:kb.bpa-translate-descriptions) - Translating descriptions diff --git a/content/kb/bpa-translate-visible-names.md b/content/kb/bpa-translate-visible-names.md deleted file mode 100644 index db2d51f6..00000000 --- a/content/kb/bpa-translate-visible-names.md +++ /dev/null @@ -1,99 +0,0 @@ ---- -uid: kb.bpa-translate-visible-names -title: Translate Visible Object Names for All Cultures -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring visible object names are translated for all defined cultures. ---- - -# Translate Visible Object Names for All Cultures - -## Overview - -This rule identifies visible objects whose names lack translations for one or more cultures defined in the model. - -- Category: Model Layout -- Severity: Low (1) - -## Applies To - -- Tables -- Measures -- Hierarchies -- Data Columns -- Calculated Columns -- Calculated Tables -- Calculated Table Columns - -## Why This Matters - -- **Incomplete localization**: Users in different cultures see untranslated names -- **Inconsistent experience**: Mix of translated and untranslated content -- **User confusion**: Expected language support not provided -- **Professional appearance**: Incomplete translations appear unpolished - -## When This Rule Triggers - -This rule triggers when an object meets both of these conditions: - -1. The object is **visible** to end users (not hidden) -2. At least one culture in the model is **missing a translation** for the object name - -In other words visible objects with multiple cultures defined should have their names translated for each culture. - -```csharp -IsVisible -and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedNames[it])) -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the object -2. In **Properties** pane, expand **Translated Names** -3. Enter translation for each culture -4. Save changes - -## Common Causes - -### Cause 1: New Objects Added - -New objects created without translations. - -### Cause 2: Culture Added Later - -Culture added to model after objects were created. - -### Cause 3: Incomplete Translation Process - -Translation workflow didn't cover all objects. - -## Example - -### Before Fix - -``` -Measure: [Total Sales] -English: "Total Sales" -Spanish: (missing) -French: (missing) -``` - -### After Fix - -``` -Measure: [Total Sales] -English: "Total Sales" -Spanish: "Total de Ventas" -French: "Total des Ventes" -``` - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Translate Perspectives](xref:kb.bpa-translate-perspectives) - Translating perspective names -- [Translate Descriptions](xref:kb.bpa-translate-descriptions) - Translating descriptions diff --git a/content/kb/bpa-trim-object-names.md b/content/kb/bpa-trim-object-names.md deleted file mode 100644 index 9318b2e1..00000000 --- a/content/kb/bpa-trim-object-names.md +++ /dev/null @@ -1,103 +0,0 @@ ---- -uid: kb.bpa-trim-object-names -title: Trim Leading and Trailing Spaces from Object Names -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule for removing leading and trailing spaces from object names to prevent confusion and referencing issues. ---- - -# Trim Leading and Trailing Spaces from Object Names - -## Overview - -This best practice rule identifies objects whose names contain leading or trailing spaces. These unnecessary spaces cause DAX referencing issues, display problems, and general confusion. - -- Category: **Naming Conventions** -- Severity: Low (1) - -## Applies To - -- Model -- Tables -- Measures -- Hierarchies -- Levels -- Perspectives -- Partitions -- Provider Data Sources -- Data Columns -- Calculated Columns -- Calculated Tables -- Calculated Table Columns -- Structured Data Sources -- Named Expressions -- Model Roles -- Calculation Groups -- Calculation Items - -## Why This Matters - -- **DAX syntax problems**: Extra spaces require careful bracket notation -- **Display inconsistency**: Objects appear misaligned in field lists -- **Search difficulties**: Users may not find objects when searching -- **Maintenance confusion**: Developers may create duplicates not noticing spaces - -## When This Rule Triggers - -The rule triggers when an object name starts or ends with a space: - -```csharp -Name.StartsWith(" ") or Name.EndsWith(" ") -``` - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, locate the object -2. Right-click and select **Rename** (or press F2) -3. Remove leading/trailing spaces -4. Press Enter to confirm - -## Common Causes - -### Cause 1: Accidental Spacebar Presses - -Accidental spacebar presses during naming. - -### Cause 2: Copy/Paste from External Sources - -Copy/paste from documents with formatting. - -### Cause 3: Dublicating objects - -When dublicating objects the name with have an added " copy" post-fixed. It is easy to miss deleting the space before "copy" - -## Example - -### Before Fix - -``` -Measures: - - Total Sales - - Total Sales (with spaces - appears different!) -``` - -DAX: `[ Total Sales]` - Which one? - -### After Fix - -``` -Measures: - - Total Sales (single consistent measure) -``` - -DAX: `[Total Sales]` - Unambiguous - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -## Related Rules - -- [Avoid Invalid Characters in Names](xref:kb.bpa-avoid-invalid-characters-names) - Related naming hygiene rule diff --git a/content/kb/bpa-visible-objects-no-description.md b/content/kb/bpa-visible-objects-no-description.md deleted file mode 100644 index 7685d2b2..00000000 --- a/content/kb/bpa-visible-objects-no-description.md +++ /dev/null @@ -1,106 +0,0 @@ ---- -uid: kb.bpa-visible-objects-no-description -title: Visible Objects Should Have Descriptions -author: Morten Lønskov -updated: 2026-01-09 -description: Best practice rule ensuring visible model objects have descriptions to improve discoverability and user experience. ---- - -# Visible Objects Should Have Descriptions - -## Overview - -This best practice rule identifies visible tables, columns, measures, calculation groups, and user-defined functions that lack descriptions. Adding descriptions improves model usability, documentation quality, and user experience. - -- Category: **Maintenance** - -- Severity: Low (1) - -## Applies To - -- Tables -- Calculated Tables -- Data Columns -- Calculated Columns -- Calculated Table Columns -- Measures -- Calculation Groups -- User-Defined Functions (Compatibility Level 1702+) - -## Why This Matters - -Descriptions provide critical context for model users: - -- **Improved discoverability**: Users understand field purpose before using them -- **Better self-service BI**: Business users can work independently with clear guidance -- **Reduced support burden**: Fewer questions about field definitions -- **Enhanced tooltips**: Power BI and Excel show descriptions in hover tooltips -- **Documentation foundation**: Descriptions form the basis for automated documentation -- **Governance and compliance**: Descriptions can include data lineage and business definitions -- **Useage by AI**: AI Agents can better infer the purpose of an object if it has a description. -Without descriptions, users guess at field meanings, leading to incorrect analysis and increased support requests. - -## When This Rule Triggers - -The rule triggers when an object is **visible** AND has an empty or whitespace-only description: - -```csharp -string.IsNullOrWhitespace(Description) -and -IsHidden == false -``` - -**Note**: Hidden objects are excluded because they are not meant for end-user consumption. - -## How to Fix - -### Manual Fix - -1. In **TOM Explorer**, select the object -2. In **Properties** pane, locate the **Description** field -3. Enter a clear, concise description -4. Save changes - -## Common Causes - -### Cause 1: Missing Documentation During Development - -Objects created without adding descriptions. - -### Cause 2: Rapid Prototyping - -Models built quickly without proper documentation. - -### Cause 3: Legacy Models - -Older models created before description standards were established. - -## Example - -### Before Fix - -``` -Measure: [Total Revenue] -Description: (empty) -``` - -**User experience**: Tooltip shows no information, users must guess measure purpose. - -### After Fix - -``` -Measure: [Total Revenue] -Description: "Total revenue excluding taxes and discounts. Calculated as SUM(Sales[UnitPrice] * Sales[Quantity]). Use for financial reporting." -``` - -**User experience**: Clear tooltip helps users understand and correctly use the measure. - -## Compatibility Level - -This rule applies to models with compatibility level **1200** and higher. - -User-Defined Function descriptions are validated at compatibility level **1702** and higher. - -## Related Rules - -- [Avoid Invalid Characters in Descriptions](xref:kb.bpa-avoid-invalid-characters-descriptions) - Ensuring description quality From 0dbe43b2f1ab4b8d72d945d03dd8724966fd181f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Fri, 9 Jan 2026 20:48:17 +0100 Subject: [PATCH 05/21] comment out placeholder links --- content/features/built-in-bpa-rules.md | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/content/features/built-in-bpa-rules.md b/content/features/built-in-bpa-rules.md index 311d7811..8e71913d 100644 --- a/content/features/built-in-bpa-rules.md +++ b/content/features/built-in-bpa-rules.md @@ -43,9 +43,9 @@ The 27 built-in rules cover four areas: - **Maintenance**: Descriptions, calculation groups, unused objects ### Global and Per-Rule Control - + You can enable or disable built-in rules globally or individually. Settings persist across sessions and work independently from your custom rules. To manage built-in rules: @@ -59,15 +59,16 @@ To manage built-in rules: Built-in BPA Rules require Enterprise Edition. If you're using Desktop or Business Edition, you can still use custom BPA rules but won't see the built-in rules. ### First-Run Notification - + The first time you open a model after upgrading to a version with built-in rules, you'll see a notification explaining the feature with a link to preferences. This notification only appears once. ### Knowledge Base Integration + Every built-in rule links to a knowledge base article through the `KnowledgeBaseArticle` property. Each article explains what the rule checks, why it matters, and how to fix violations. To view documentation, select a rule in the Best Practice Analyzer window. @@ -77,8 +78,9 @@ To view documentation, select a rule in the Best Practice Analyzer window. Built-in rules can't be edited, cloned, or deleted. This ensures all users have the same rule definitions. You can disable individual rules, but the rule definitions themselves remain unchanged. + ### ID Collision Prevention Built-in rules use reserved ID prefixes. When you create a custom rule, Tabular Editor validates that your ID doesn't conflict with built-in rules and shows an error if it does. @@ -87,6 +89,7 @@ Built-in rules use reserved ID prefixes. 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Language +author: Morten Lønskov +updated: 2026-01-12 +applies_to: + products: + - product: Tabular Editor 2 + none: true + - product: Tabular Editor 3 + since: 3.25.0 + editions: + - edition: Desktop + full: true + - edition: Business + full: true + - edition: Enterprise + full: true +description: Change the display language for Tabular Editor 3's user interface. +--- + +# Application Language + +Tabular Editor 3 supports multiple UI languages. You can switch between them at any time. + +> [!NOTE] +Tabular Editor 3 is still not fully localized. Specifically we have so far not localized the individual TOM properties. + +## Supported Languages + +| Language | Status | +|----------|--------| +| English | Fully supported | +| Spanish | Preview | +| Chinese | Preview | +| French | Beta | +| German | Beta | +| Japanese | Beta | + +> [!NOTE] +> **Preview** languages have core UI elements translated but may have incomplete coverage. **Beta** languages are experimental and may have significant gaps or inconsistencies. Report issues on [GitHub](https://github.com/TabularEditor/TabularEditor3/issues). + +### Preview Languages +The languages under Beta support means that they have been verified by an human translator, but that Tabular Editor 3 may still not be fully localized. Specifically we have so far not localized the individual TOM properties. + +### Beta Languages +Beta languages are have been translated exclusively through AI and as not been verified by human translators. We plan to bring beta languages into Preview in Q2 2026. + +## Changing the Language + +There are two ways to change the application language: + +### Via Window Menu + +1. Click **Window** > **Language** +2. Select your desired language +3. Click **OK** when prompted to restart +4. Restart Tabular Editor 3 manually + +[Change Language via Window Menu](~/content/assets/images/user-interface/chaning-language-windows-ui.png) + +### Via Preferences + +1. Click **Tools** > **Preferences** +2. Navigate to **UI** section +3. Select your desired language from the **Language** dropdown +4. Click **OK** when prompted to restart +5. Restart Tabular Editor 3 manually + +[Change Language via Window Menu](~/content/assets/images/user-interface/chaning-language-preferences.png) + +## Restart Requirement + +**You must restart Tabular Editor 3** for language changes to take effect. The application prompts you to restart but does not restart automatically. Save your work before changing the language. + +[Change Language via Window Menu](~/content/assets/images/user-interface/chaning-language-restart-pop-up.png) + +## Installation Language + +During installation, the installer prompts you to select a language (English, Spanish, or Chinese). This sets your initial language preference, and Tabular Editor 3 displays in that language on first launch. + +The installer writes your selection to the preferences file in your LocalAppData folder. You can change this later using either method above. + +## Language Persistence + +Your language preference is stored in `UiPreferences.json` in your user profile. The setting persists across application updates and restarts. + +## Providing Feedback + +### Translation Issues + +If you find incorrect translations or missing text: + +- Open an issue on [GitHub](https://github.com/TabularEditor/TabularEditor3/issues) +- Include the language, the incorrect text, and where it appears in the UI +- Suggest the correct translation if possible + +## See Also + +- [Preferences](xref:preferences-index) +- [User Interface Overview](xref:ui-overview) From c769ac23e05e09e3a0d953b9a5498e071cf2ba4d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Peer=20Gr=C3=B8nnerup?= <52330973+gronnerup@users.noreply.github.com> Date: Mon, 12 Jan 2026 15:58:12 +0100 Subject: [PATCH 07/21] Save with supporting files (#242) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit documentation for the "Save with supporting files" feature in Tabular Editor 3, which enables saving semantic models with additional metadata files required for Microsoft Fabric Git integration. 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In these settings you can also define if you wish to use JSON or TMDL formats. -> [!NOTE] ->JSON is the default format as TMDL is currently in preview. ### [Tabular Editor 2 Preferences](#tab/TE2Preferences) diff --git a/content/features/save-with-supporting-files.md b/content/features/save-with-supporting-files.md new file mode 100644 index 00000000..68c32139 --- /dev/null +++ b/content/features/save-with-supporting-files.md @@ -0,0 +1,109 @@ +--- +uid: save-with-supporting-files +title: Save with supporting files +author: Peer Grønnerup +updated: 2026-01-12 +applies_to: + products: + - product: Tabular Editor 2 + none: true + - product: Tabular Editor 3 + editions: + - edition: Desktop + none: true + - edition: Business + full: true + - edition: Enterprise + full: true +--- +# Save with supporting files + +Save with supporting files is a feature that enables saving of semantic models with additional supporting files that follow the source code format required for Git Integration in Microsoft Fabric. This feature ensures that your Tabular Editor models are fully compatible with Fabric's Git integration capabilities, allowing seamless version control and deployment workflows. + +When you save a semantic model with supporting files, Tabular Editor creates a folder structure that includes all necessary metadata files required by Microsoft Fabric's Git integration. This allows you to use Fabric Git integration to synchronize your semantic models between Fabric workspaces and Git repositories. + +> [!NOTE] +> Saving with supporting files is only available when saving to .bim (TMSL) or when Save to Folder is set to TMDL as serialization mode. + +## File structure and model properties + +Semantic models saved with supporting files are stored in a folder with the **.SemanticModel** suffix. This suffix is required by Microsoft Fabric to recognize the folder as a semantic model item. If the parent folder does not have the .SemanticModel suffix, you will be prompted with a confirmation dialog to rename the folder. + +> [!IMPORTANT] +> Model properties such as **name** and **description** are maintained through the **Name** and **Description** properties of the Database object in the TOM Explorer. These properties are automatically synchronized to the .platform metadata file. The folder name itself has no impact on the semantic model properties when deployed to Microsoft Fabric. + +### Files included + +Every saved model includes these core files: +- **.platform** - Metadata about the item including its type, display name, and description. Also contains a logicalId property, an automatically generated cross-workspace identifier. +- **definition.pbism** - Overall definition and core settings of the semantic model. + +The complete folder structure depends on your serialization format: + +| Format | Model storage | +|--------|------------------| +| **TMDL** | `\definition` folder containing TMDL files with the model metadata | +| **TMSL (.bim)** | `model.bim` file (automatically saved with a fixed filename) | + +## How to save with supporting files + +To save your model with supporting files: + +1. Create a new or open an existing semantic model in Tabular Editor 3 +2. Ensure your serialization mode is set to either TMDL or that you're saving as a .bim file + - Go to **Tools > Preferences > File Formats** to configure serialization settings +3. Click on **File > Save As** or **File > Save to Folder** +4. Choose a folder where you want to save your model + - Check the checkbox **Save with supporting files** + ![Save with supporting files dialog](~/content/assets/images/common/SaveWithSupportingFilesDialog.png) +5. Click **Save** + - If the folder name doesn't end with .SemanticModel, you'll be prompted to confirm the folder renaming + +Tabular Editor will create the folder structure with all necessary files in the format compatible with Microsoft Fabric Git integration. + +> [!IMPORTANT] +> The model culture must be present when synchronizing the model from Git to Microsoft Fabric. If the culture is not set, Fabric will apply its default culture, which can result in uncommitted changes appearing after the initial synchronization. To prevent this, Tabular Editor automatically sets the model culture to **en-US** when saving with supporting files. + +## Git Integration in Microsoft Fabric + +The **Save with supporting files** feature is designed to work seamlessly with Microsoft Fabric's Git integration capabilities. + +> [!NOTE] +> Git Integration is available on workspaces assigned to: +> - Microsoft Fabric F-SKU capacity +> - Power BI Premium capacity +> - Power BI Premium Per User (PPU) + +### Workflow with Fabric Git integration + +1. **Save your model** using the Save with supporting files option in Tabular Editor 3 +2. **Commit the changes** to your Git repository +3. **Connect your Fabric workspace** to the Git repository +4. **Synchronize** your model between Fabric and Git using the **Update all** button in the workspace source control pane. + ![Synchronize workspace with Git](~/content/assets/images/common/WorkspaceGitSync.png) + +For more information about working with Git integration in Fabric, see the following resources: +- [Microsoft Fabric Git integration documentation](https://learn.microsoft.com/en-us/fabric/cicd/git-integration/intro-to-git-integration?tabs=azure-devops) +- [Tabular Editor and Fabric Git Integration blog post](https://tabulareditor.com/blog/tabular-editor-and-fabric-git-integration) + +## Comparing serialization formats + +When using Save with supporting files, you can choose between two serialization formats: + +### TMDL (Tabular Model Definition Language) +- Human-readable text format +- Easier to review changes in Git diffs +- Better for code reviews and collaboration +- Learn more: [TMDL documentation](tmdl.md) + +### TMSL/JSON (.bim) +- JSON-based format +- Single file representation +- Compatible with older tools and workflows + +Both formats are supported by Microsoft Fabric Git integration, and the choice depends on your team's preferences and workflow requirements. + +## See also + +- [Save to folder](save-to-folder.md) +- [TMDL - Tabular Model Definition Language](tmdl.md) diff --git a/content/features/toc.md b/content/features/toc.md index 0f9f4d80..b9bedcc8 100644 --- a/content/features/toc.md +++ b/content/features/toc.md @@ -55,6 +55,7 @@ ## @workspace-mode ## @tmdl ## @save-to-folder +## @save-with-supporting-files # Command Line and Integration ## @command-line-options \ No newline at end of file From 659f40890683ff021f9d2c93d41a9c8e08810da4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Peer=20Gr=C3=B8nnerup?= <52330973+gronnerup@users.noreply.github.com> Date: Mon, 12 Jan 2026 16:04:24 +0100 Subject: [PATCH 08/21] Added customdata section for impersonation (#243) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit added customdata section for impersonation Co-authored-by: Peer Grønnerup --- .../images/impersonation-customdata.png | Bin 0 -> 6062 bytes .../assets/images/impersonation-dropdown.png | Bin 12241 -> 17482 bytes .../assets/images/select-impersonation.png | Bin 22654 -> 37203 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title: Rewrite table filter as scalar predicate author: Daniel Otykier -updated: 2024-12-19 +updated: 2026-01-12 --- Code action `DI005` (Improvement) **Rewrite table filter as scalar predicate** @@ -66,4 +66,45 @@ For example, an expression such as `FILTER(Sales, < condition >)` will iterate o By using scalar predicates, you also make your code more concise and easier to read. -Behind the scenes, scalar predicates are syntax sugar for a table expression that also uses the `FILTER` function. However, the `FILTER` function is applied to a single column, which is more efficient than filtering the entire table. \ No newline at end of file +Behind the scenes, scalar predicates are syntax sugar for a table expression that also uses the `FILTER` function. However, the `FILTER` function is applied to a single column, which is more efficient than filtering the entire table. + +## When this suggestion is not shown + +Starting with Tabular Editor 3.25.0, this code action is **not suggested** when [table expansion](https://www.sqlbi.com/articles/expanded-tables-in-dax/) occurs in the `FILTER` expression. This is because rewriting a table filter into a scalar predicate can change the semantics of the filter and produce different results in such cases. + +### Table expansion scenario + +Table expansion happens when DAX automatically includes related tables on the "one" side of a relationship. For example, if you filter the `Sales` table, DAX automatically expands the filter to include related dimension tables like `Product`, `Customer`, etc. + +When you write: + +```dax +CALCULATE( + [Total Sales], + FILTER(Sales, Sales[Quantity] > 10) +) +``` + +The filter operates on the expanded `Sales` table, which includes all related dimension tables. This means the filter context includes not only the `Sales` table but also any tables on the "one" side of relationships from `Sales`. + +### Why rewriting can change results + +Converting a table filter to a scalar predicate changes which tables are affected: + +**Original (with table expansion):** +```dax +CALCULATE([Total Sales], FILTER(Sales, Sales[Quantity] > 10)) +``` +This filters the *expanded* `Sales` table, affecting `Sales` and all related dimension tables. + +**After rewrite (scalar predicate):** +```dax +CALCULATE([Total Sales], Sales[Quantity] > 10) +``` +This filters only the `Sales[Quantity]` column, which does not trigger table expansion to related dimension tables. + +In most cases, this difference doesn't matter because the related dimension tables don't affect the calculation. However, in certain scenarios, particularly when relationships or calculated tables are involved, the two expressions can produce different results. To ensure correctness, Tabular Editor avoids suggesting this rewrite when table expansion is detected. + +### Further reading + +- [SQLBI: Expanded tables in DAX](https://www.sqlbi.com/articles/expanded-tables-in-dax/) - A comprehensive explanation of how table expansion works and its implications for filter context. \ No newline at end of file From cec295d248bc89e433438dfb947c07e34ba85337 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Peer=20Gr=C3=B8nnerup?= Date: Mon, 19 Jan 2026 13:06:38 +0100 Subject: [PATCH 10/21] Update save with supporting files doc page --- .../common/SaveWithSupportingFilesSetName.png | Bin 0 -> 31282 bytes .../assets/images/common/WorkspaceGitSync.png | Bin 26207 -> 20258 bytes .../features/save-with-supporting-files.md | 78 ++++++++++++------ 3 files changed, 53 insertions(+), 25 deletions(-) create mode 100644 content/assets/images/common/SaveWithSupportingFilesSetName.png diff --git a/content/assets/images/common/SaveWithSupportingFilesSetName.png 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z2QGepHnD}`VD~uVCX&MA=?~L;#0hX#?x(cdPnmwD2;ZXLJ%lxyeoBi?hV_~|_r(l& zr=PR)AE)2DX)zE-v0-K+v44aYwgtG}A+opv ztxE{a+;u~G*+39yMQ-MvAu8oa16q@!DYICld!z&9#VtH-82ZLt4{!}aYKU8$l>})%P=_DSNop4jEZ!n Ilv(Ki0Gg*RPyhe` diff --git a/content/features/save-with-supporting-files.md b/content/features/save-with-supporting-files.md index 68c32139..b186fd44 100644 --- a/content/features/save-with-supporting-files.md +++ b/content/features/save-with-supporting-files.md @@ -2,7 +2,7 @@ uid: save-with-supporting-files title: Save with supporting files author: Peer Grønnerup -updated: 2026-01-12 +updated: 2026-01-19 applies_to: products: - product: Tabular Editor 2 @@ -27,10 +27,16 @@ When you save a semantic model with supporting files, Tabular Editor creates a f ## File structure and model properties -Semantic models saved with supporting files are stored in a folder with the **.SemanticModel** suffix. This suffix is required by Microsoft Fabric to recognize the folder as a semantic model item. If the parent folder does not have the .SemanticModel suffix, you will be prompted with a confirmation dialog to rename the folder. +When you save with supporting files, Tabular Editor creates a new folder in the save path using the following naming convention: **Database Name.SemanticModel**. The folder name is derived from the `Name` property of the Database object in the TOM Explorer, with the **.SemanticModel** suffix appended. This suffix is required by Microsoft Fabric to recognize the folder as a semantic model item. -> [!IMPORTANT] -> Model properties such as **name** and **description** are maintained through the **Name** and **Description** properties of the Database object in the TOM Explorer. These properties are automatically synchronized to the .platform metadata file. The folder name itself has no impact on the semantic model properties when deployed to Microsoft Fabric. +The Database `Name` property is also synchronized to the `displayName` property in the .platform metadata file, which is used by Microsoft Fabric. + +> [!TIP] +> The `Name` property of the Database object in the TOM Explorer serves two purposes: +> 1. Determines the folder name (with .SemanticModel suffix added) +> 2. Sets the displayName in the .platform metadata file +> +> The property `Description` is also synchronized to the .platform metadata file. ### Files included @@ -38,51 +44,73 @@ Every saved model includes these core files: - **.platform** - Metadata about the item including its type, display name, and description. Also contains a logicalId property, an automatically generated cross-workspace identifier. - **definition.pbism** - Overall definition and core settings of the semantic model. -The complete folder structure depends on your serialization format: +The model file structure within the created folder depends on your serialization format: | Format | Model storage | |--------|------------------| -| **TMDL** | `\definition` folder containing TMDL files with the model metadata | +| **TMDL** | `definition` folder containing TMDL files with the model metadata | | **TMSL (.bim)** | `model.bim` file (automatically saved with a fixed filename) | +Example folder structure for a database named "Sales": + +``` +Sales.SemanticModel/ +├── .platform +├── definition.pbism +├── model.bim (if saved as TMSL) +└── definition/ (if saved as TMDL) + ├── database.tmdl + ├── tables.tmdl + └── ... +``` + ## How to save with supporting files To save your model with supporting files: 1. Create a new or open an existing semantic model in Tabular Editor 3 -2. Ensure your serialization mode is set to either TMDL or that you're saving as a .bim file +2. **Configure the model name** - Set the `Name` property of the Database object in the TOM Explorer + - This sets the folder name (with .SemanticModel suffix) and displayName in the .platform file + ![Set Database Name property](~/content/assets/images/common/SaveWithSupportingFilesSetName.png) +3. Ensure your serialization mode is set to either TMDL or that you're saving as a .bim file - Go to **Tools > Preferences > File Formats** to configure serialization settings -3. Click on **File > Save As** or **File > Save to Folder** -4. Choose a folder where you want to save your model +4. Click on **File > Save As** or **File > Save to Folder** +5. Choose a folder where you want to save your model - Check the checkbox **Save with supporting files** ![Save with supporting files dialog](~/content/assets/images/common/SaveWithSupportingFilesDialog.png) -5. Click **Save** - - If the folder name doesn't end with .SemanticModel, you'll be prompted to confirm the folder renaming +6. Click **Save** -Tabular Editor will create the folder structure with all necessary files in the format compatible with Microsoft Fabric Git integration. - -> [!IMPORTANT] -> The model culture must be present when synchronizing the model from Git to Microsoft Fabric. If the culture is not set, Fabric will apply its default culture, which can result in uncommitted changes appearing after the initial synchronization. To prevent this, Tabular Editor automatically sets the model culture to **en-US** when saving with supporting files. +Tabular Editor will create a new folder using the Database name with a **.SemanticModel** suffix (e.g., `Sales.SemanticModel`) in the save location and populate it with all necessary files in the format compatible with Microsoft Fabric Git integration. ## Git Integration in Microsoft Fabric -The **Save with supporting files** feature is designed to work seamlessly with Microsoft Fabric's Git integration capabilities. +The **Save with supporting files** feature is designed to work seamlessly with Microsoft Fabric's Git integration capabilities. Git Integration is available on workspaces assigned to Microsoft Fabric F-SKU capacity, Power BI Premium capacity, or Power BI Premium Per User (PPU). -> [!NOTE] -> Git Integration is available on workspaces assigned to: -> - Microsoft Fabric F-SKU capacity -> - Power BI Premium capacity -> - Power BI Premium Per User (PPU) +> [!WARNING] +> Git Integration for the Semantic Model item is currently in preview. For the latest information on supported items for Fabric Git Integration, see [Supported items in Fabric Git Integration](https://learn.microsoft.com/en-us/fabric/cicd/git-integration/intro-to-git-integration#supported-items). -### Workflow with Fabric Git integration +> [!CAUTION] +> Do **not** enable Git integration on the Fabric workspace that you use to host your Tabular Editor workspace databases. +Maintaining semantic models in both the hosted workspace and in repository files simultaneously while Git integration is enabled creates risks of uncommitted changes and conflicts. When a model is synchronized between Tabular Editor and the workspace, changes may not align properly with the Git repository state, resulting in out-of-sync uncommitted changes and potential Git conflicts. +> +> +> Instead, use deployment workflows to deploy semantic models to workspaces via Tabular Editor, the Fabric REST APIs, Fabric CLI, or the fabric-cicd Python library. This ensures clean separation between your Git repository and workspace. -1. **Save your model** using the Save with supporting files option in Tabular Editor 3 +### Using Git integration with Tabular Editor + +When your semantic model is saved with supporting files and synchronized to your Git repository, you can then sync it to Microsoft Fabric using the following workflow: + +1. **Save your model** in Tabular Editor using the Save with supporting files option 2. **Commit the changes** to your Git repository 3. **Connect your Fabric workspace** to the Git repository -4. **Synchronize** your model between Fabric and Git using the **Update all** button in the workspace source control pane. +4. **Synchronize** your model between Fabric and Git using the **Update all** button in the workspace source control pane ![Synchronize workspace with Git](~/content/assets/images/common/WorkspaceGitSync.png) -For more information about working with Git integration in Fabric, see the following resources: +When your model is synchronized to Microsoft Fabric/Power BI, the semantic model name displayed in the workspace is based on the `displayName` property in the .platform file, which is automatically set from the Database `Name` property in Tabular Editor. This means the name you configure in Tabular Editor will be the name displayed in Fabric/Power BI. + +Tabular Editor automatically sets the model culture to **en-US** when saving with supporting files. This ensures the model culture is present when synchronizing with Fabric, preventing uncommitted changes that can occur if the culture is not set during the initial synchronization. + +For more information, see: - [Microsoft Fabric Git integration documentation](https://learn.microsoft.com/en-us/fabric/cicd/git-integration/intro-to-git-integration?tabs=azure-devops) - [Tabular Editor and Fabric Git Integration blog post](https://tabulareditor.com/blog/tabular-editor-and-fabric-git-integration) From 4525a59c9060872ddd87836f20ef77097b02e0f6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Mon, 19 Jan 2026 13:19:05 +0100 Subject: [PATCH 11/21] Preferences documentation updated. --- content/references/preferences.md | 783 +++++++++++++++++++++++++++++- 1 file changed, 759 insertions(+), 24 deletions(-) diff --git a/content/references/preferences.md b/content/references/preferences.md index 93c70aa0..1ee557a3 100644 --- a/content/references/preferences.md +++ b/content/references/preferences.md @@ -2,7 +2,7 @@ uid: preferences title: Controlling preferences author: Daniel Otykier -updated: 2021-09-08 +updated: 2026-01-12 applies_to: products: - product: Tabular Editor 2 @@ -27,62 +27,797 @@ To access the preferences dialog, go to **Tools > Preferences**. > [!NOTE] > All Tabular Editor preferences are stored for each Windows user profile, in the `%localappdata%\TabularEditor3` folder. It is possible to migrate your settings to another machine by simply copying the contents of this folder. +> [!TIP] +> Use the search box at the top of the Preferences dialog to quickly find specific settings. + ## Tabular Editor > Features -![image](https://user-images.githubusercontent.com/8976200/104600495-5ad6f300-5679-11eb-9572-af99f0895859.png) +![Pref General Features](~/content/assets/images/pref-general-features.png) ### Power BI -- **Allow unsupported editing**: This option is only relevant when Tabular Editor 3 is used as an external tool for Power BI Desktop. When checked, all TOM data modeling properties are available for editing when connected to an instance of Power BI Desktop. It's generally recommended to leave this unchecked, to make sure that you do not accidentally make changes to your Power BI file, [that are not supported by Power BI Desktop](xref:desktop-limitations). +##### *Allow unsupported editing* (disabled) + +This option is only relevant when Tabular Editor 3 is used as an external tool for Power BI Desktop. When checked, all TOM data modeling properties are available for editing when connected to an instance of Power BI Desktop. It's generally recommended to leave this unchecked, to make sure that you do not accidentally make changes to your Power BI file, [that are not supported by Power BI Desktop](xref:desktop-limitations). + +##### *Hide auto date/time warnings* (disabled) + +When checked, warnings about Power BI auto date/time tables will be suppressed. These warnings appear when the "Auto date/time" setting in Power BI Desktop is enabled, which creates calculated tables that trigger warnings in Tabular Editor 3's built-in DAX analyzer. + +##### *Line break on first line of DAX* (disabled) + +In Power BI Desktop it is common to insert a line break on the first line of a DAX expression, due to the way the formula bar displays the DAX code. If you often switch back and forth between Tabular Editor and Power BI Desktop, consider enabling this option to have Tabular Editor 3 insert the line break automatically. + +##### *Default Power BI authentication mode* (Integrated) + +Select the default authentication method (Integrated, ServicePrincipal, or MasterUser) to use when connecting to Power BI datasets. ### Metadata Synchronization -- **Warn when local metadata is out-of-sync with deployed model**: When checked, an information bar is displayed inside Tabular Editor, whenever you have made local changes to the model that have not yet been saved to Analysis Services. For example, if you're wondering why a DAX query or a Pivot Grid does not produce the expected result, this could be due to a measure expression being changed in Tabular Editor without saving the change to Analysis Services. The bar disappears when you hit save (Ctrl+S). Uncheck this if you get tired of seeing the information bar. -- **Track external model changes**: Just like Power BI Desktop can detect when an external tool makes a change to the data model, so too can Tabular Editor. In other words, when this is checked, and another user or application makes a change to the model *on a local instance of Analysis Services*, Tabular Editor will receive a notification. - - **Refresh local Tabular Object Model metadata automatically**: Check this if you want the notification from above to actually trigger a refresh of the metadata inside Tabular Editor. +These settings control the behavior of Tabular Editor 3 when model metadata is loaded from a database on an instance of Analysis Services. The settings specify how Tabular Editor 3 should deal with metadata changes applied to the database from outside the application. + +##### *Warn when local metadata is out-of-sync with deployed model* (enabled) + +When checked, an information bar is displayed inside Tabular Editor, whenever you have made local changes to the model that have not yet been saved to Analysis Services. For example, if you're wondering why a DAX query or a Pivot Grid does not produce the expected result, this could be due to a measure expression being changed in Tabular Editor without saving the change to Analysis Services. The bar disappears when you hit save (Ctrl+S). + +##### *Track external model changes* (enabled) + +Just like Power BI Desktop can detect when an external tool makes a change to the data model, so too can Tabular Editor. This option is only relevant for local instances of Analysis Services (i.e. msmdsrv.exe processes running on the same machine as Tabular Editor). When checked, Tabular Editor starts a trace on Analysis Services and notifies you if external changes are made. + +##### *Refresh local Tabular Object Model metadata automatically* (enabled) + +When the tracing mechanism as described above is enabled, this option allows Tabular Editor to automatically refresh the model metadata when an external change is detected. This is useful if you often switch back and forth between Power BI Desktop and Tabular Editor 3. + +##### *Cleanup orphaned Tabular Editor traces* + +Normally, Tabular Editor 3 should automatically stop and remove any AS traces started due to the settings above. However, if the application was shut down prematurely, the traces may never be stopped. By clicking this button, all AS traces started by any instance of Tabular Editor will be removed. + +> [!NOTE] +> The cleanup button is only available when Tabular Editor is connected to an instance of Analysis Services. ### Best Practice Analyzer -- **Scan for Best Practice violations in the background** If unchecked, you will have to explicitly run a Best Practice Analysis from inside the Best Practice Analyzer tool window, to view if there are any violations. If checked, the scan happens continuously on a background thread whenever changes are made. For very large models, or models with very complex Best Practice rules, this may cause issues. +##### *Scan for Best Practice violations in the background* (enabled) + +If unchecked, you will have to explicitly run a Best Practice Analysis from inside the Best Practice Analyzer tool window, to view if there are any violations. If checked, the scan happens continuously on a background thread whenever changes are made. For very large models, or models with very complex Best Practice rules, this may cause issues. + +##### *Built-in BPA rules* (enabled for new users) + +Choose whether to enable, disable, or be prompted about using Tabular Editor's built-in Best Practice Analyzer rules. The built-in rules cover key best practices across formatting, metadata, model layout, DAX expressions, and translations. New installations will have built-in rules enabled by default. + +### DAX Formula Fix-up + +##### *Enable formula fix-up* (enabled) + +Automatically adjusts references in DAX expressions when objects are renamed or moved. This feature ensures that your DAX code remains valid when you reorganize your model. + +##### *Enable formula fix-up on paste* (enabled) + +Automatically adjusts references in DAX expressions when pasting objects. This is useful when copying measures or calculated columns between tables or models. + +### Direct Lake + +##### *Auto-refresh on save* (enabled) + +Automatically refresh Direct Lake tables when saving changes to ensure data is current. This ensures that your Direct Lake model stays in sync with the underlying data source. ## Tabular Editor > Updates and Feedback -![image](https://user-images.githubusercontent.com/8976200/104601469-92926a80-567a-11eb-9499-1d1c8d967c72.png) +![Placeholder: Screenshot of Updates and Feedback preferences page] + +##### *Check for updates on start-up* (enabled) + +When checked, Tabular Editor will check for new versions when the application starts. This ensures you stay up to date with the latest features and bug fixes. + +##### *Check for major updates only* (disabled) + +When checked, only major version updates will trigger notifications. Minor and patch updates will be ignored. + +##### *Help improve Tabular Editor by collecting anonymous usage data* (enabled) + +Data does not contain any personally identifiable information, nor any information about the structure or content of your data models. If you would still like to opt out of telemetry, uncheck this. + +##### *Send error reports* (enabled) + +In cases of crashes, Tabular Editor displays an option for sending a crash report when this is checked. Crash reports are very helpful when debugging, so please leave this checked if you don't mind! + +## Tabular Editor > Deployment + +![Placeholder: Screenshot of Deployment preferences page] + +Configure which types of objects are deployed by default when using the deployment wizard: + +##### *Deploy data sources* (disabled) + +Include data source definitions when deploying. Enable this if you want data source connection strings and settings to be deployed along with your model changes. + +##### *Deploy partitions* (disabled) + +Include partition definitions when deploying. Enable this if you want partition configurations to be deployed along with your model changes. + +##### *Deploy refresh policy partitions* (disabled) -- **Check for updates on start-up**: Pretty self-explanatory. Update notifications will not be sent during the public preview period, and the "Check for updates" button below also does not work at the moment. -- **Help improve Tabular Editor by collecting anonymous usage data**: Data does not contain any personally identifiable information, nor any information about the structure or content of your data models. If you would still like to opt out of telemetry, uncheck this. -- **Send error reports**: In cases of crashes, Tabular Editor displays an option for sending a crash report when this is checked. Crash reports are very helpful when debugging, so please leave this checked if you don't mind! +Include incremental refresh policy partitions when deploying. This controls whether partitions created by incremental refresh policies are deployed. + +##### *Deploy model roles* (disabled) + +Include role definitions when deploying. Enable this if you want Row-Level Security (RLS) and Object-Level Security (OLS) roles to be deployed. + +##### *Deploy model role members* (disabled) + +Include role member assignments when deploying. Enable this if you want user and group assignments to security roles to be deployed. + +##### *Deploy shared expressions* (disabled) + +Include shared expressions (M expressions) when deploying. Enable this if you want Power Query shared expressions to be deployed. + +### Deployment Metadata + +##### *Annotate deployment metadata* (disabled) + +Add deployment timestamp and user information as annotations on deployed objects. This can be useful for tracking when and by whom model changes were deployed. + +### Backup Settings + +##### *Backup on save* (enabled) + +Create a backup of the model when saving changes locally. This provides a safety net in case you need to revert changes. + +##### *Save backup location* + +Specify the folder where save backups are stored. By default, backups are not created unless a location is specified. + +##### *Backup on deploy* (enabled) + +Create a backup of the target model before deploying changes. This allows you to restore the previous version if needed. + +##### *Backup location* + +Specify the folder where deployment backups are stored. By default, backups are not created unless a location is specified. + +## Tabular Editor > Defaults + +![Placeholder: Screenshot of Defaults preferences page] + +##### *New model compatibility level* (1600) + +Set the default compatibility level for newly created models. Compatibility level 1600 corresponds to SQL Server 2022 and Power BI. + +##### *Use latest compatibility level as default* (enabled) + +Automatically use the latest available compatibility level for new models. When enabled, this overrides the specific compatibility level setting above. + +##### *New models use workspace database* (enabled) + +When creating a new model, automatically create a workspace database on Analysis Services. This allows you to immediately test and query your model during development. + +##### *Default save mode* (AlwaysAsk) + +Choose whether to always save as a file (.bim), folder (multiple JSON files), TMDL (Tabular Model Definition Language), or always ask when saving. Options: AlwaysAsk, File, Folder, TMDL. + +##### *Use PBIX file name when saving to disk* (enabled) + +When saving a model loaded from a PBIX file, use the PBIX filename as the default. This maintains naming consistency between Power BI files and saved model metadata. + +##### *Create user options for new models* (enabled) + +Automatically create .tmuo (Tabular Model User Options) files for new models. These files store user-specific settings like diagram layouts and window positions. ## Tabular Editor > Keyboard -![image](~/content/assets/images/keyboard-mappings.png) +![Keyboard mappings](~/content/assets/images/keyboard-mappings.png) + +Configure keyboard shortcuts for all Tabular Editor commands. Use the search functionality to quickly find specific commands and assign or modify their keyboard shortcuts to match your preferred workflow. + +## Tabular Editor > TOM Explorer View + +![Tom Explorer Settings](~/content/assets/images/tom-explorer-settings.png) + +Control which objects and properties are visible in the TOM (Tabular Object Model) Explorer: + +##### *Display folders* (enabled) + +Show or hide display folder groupings. When enabled, objects are organized into their display folder hierarchy. + +##### *Hidden objects* (disabled) + +Show or hide objects marked as hidden in the model. Enable this if you need to work with hidden tables, columns, or measures. + +##### *All object types* (enabled) + +Show all object types in the explorer tree. When disabled, only the most common object types are shown. + +##### *Sort alphabetically* (enabled) + +Sort objects alphabetically instead of by creation order. This makes it easier to find specific objects in large models. + +##### *Show measures* (enabled) + +Display measures in the explorer tree. + +##### *Show columns* (enabled) + +Display columns in the explorer tree. + +##### *Show hierarchies* (enabled) + +Display hierarchies in the explorer tree. + +##### *Show partitions* (enabled) + +Display partitions in the explorer tree. + +##### *Show metadata information* (disabled) + +Display additional metadata properties in tooltips and property grid. This includes information like lineage tags, creation timestamps, and other technical metadata. + +##### *Show full branch* (disabled) + +When filtering the TOM Explorer, by default Tabular Editor 3 shows all items in the hierarchy that matches the filter string, including their parents. If you want to see all child items as well (even though these might not match the filter string), enable this option. + +##### *Always show delete warnings* (disabled) + +If you prefer Tabular Editor 3 to prompt you to confirm all object deletions, enable this setting. Otherwise, Tabular Editor 3 will only prompt you to confirm multi-object deletions, or deletions of objects that are referenced by other objects. + +> [!NOTE] +> All delete operations in Tabular Editor 3 can be undone by hitting CTRL+Z. + +### Column Preferences + +Configure which columns are visible in multi-column views and their display order. + +## Tabular Editor > Copy/Paste + +![Placeholder: Screenshot of Copy/Paste preferences page] + +Control what metadata is included when copying objects: + +##### *Include translations* (enabled) + +Copy translation metadata with objects. When enabled, any translations defined for the copied object will also be copied. + +##### *Include perspectives* (enabled) + +Copy perspective membership with objects. When enabled, the copied object will belong to the same perspectives as the original. + +##### *Include RLS* (enabled) + +Copy Row-Level Security expressions with objects. This applies when copying tables that have RLS rules defined. + +##### *Include OLS* (enabled) + +Copy Object-Level Security settings with objects. This applies when copying objects that have OLS restrictions. + +## Tabular Editor > Perspectives + +![Placeholder: Screenshot of Perspectives preferences page] + +Control how perspective membership is handled: + +##### *Inherit perspective membership for new objects* (disabled) + +Newly created objects automatically inherit perspective membership from their parent. For example, a new measure would automatically be added to the same perspectives as its parent table. + +##### *Inherit perspective membership for relocated objects* (disabled) + +Objects that are moved inherit perspective membership from their new parent. This is useful when reorganizing your model structure. + +##### *Inherit when adding table to perspective* (enabled) + +Automatically add all table objects (columns, measures, hierarchies) when a table is added to a perspective. + +##### *Inherit when removing table from perspective* (enabled) + +Automatically remove all table objects when a table is removed from a perspective. + +## Tabular Editor > Schema Compare + +![Placeholder: Screenshot of Schema Compare preferences page] + +Configure which changes are ignored during schema comparison when updating table schemas: + +##### *Ignore Import mode changes* (disabled) + +Don't flag changes to Import mode properties. Enable this if you want to ignore changes between Import, DirectQuery, and Dual modes during schema comparison. + +##### *Ignore data type changes* (disabled) + +Don't flag column data type changes. Enable this if you want to ignore data type changes during schema comparison. + +##### *Ignore description changes* (disabled) + +Don't flag changes to object descriptions. Enable this if you don't want to see description changes in the schema comparison. + +##### *Ignore decimal to double changes* (disabled) + +Don't flag changes between decimal and double data types. This is useful when working with data sources that don't distinguish between these types. + +##### *Prioritize Analysis Services schema detector* (disabled) + +Use Analysis Services metadata as the source of truth for schema detection. When enabled, Tabular Editor will query the Analysis Services instance directly instead of using the data source provider's schema information. + +## Tabular Editor > Save to Folder/File + +![Placeholder: Screenshot of Save to Folder preferences page] + +### Serialization Mode + +##### *Use TMDL format* (disabled) + +Save model metadata using the Tabular Model Definition Language (TMDL) format instead of JSON. TMDL is the modern format recommended for version control and collaboration. + +##### *Use recommended serialization settings* (enabled) + +Apply recommended settings for folder-based serialization (overrides custom settings). When enabled, Tabular Editor uses best practices for saving models to folders, optimized for version control. + +### Legacy (JSON) Serialization Settings + +##### *Prefix filenames* (disabled) + +Add numeric prefixes to filenames for ordering. This can help maintain a consistent file order in file explorers. + +##### *Local relationships* (enabled) + +Store relationship definitions with individual tables instead of in a central location. This makes it easier to see which relationships belong to each table when using version control. + +##### *Local perspectives* (enabled) + +Store perspective membership with individual objects instead of in a central location. This reduces merge conflicts in version control. + +##### *Local translations* (enabled) + +Store translations with individual objects instead of in a central location. This reduces merge conflicts in version control. + +##### *Levels* + +Select which object types to serialize at different folder levels. This allows you to organize your model files into a hierarchical structure. + +##### *Ignore inferred objects* (enabled) + +Don't serialize objects that are automatically inferred by the engine. This reduces clutter in saved metadata. + +##### *Ignore inferred properties* (enabled) + +Don't serialize properties that are automatically inferred by the engine. This keeps saved metadata clean and focused on explicitly set values. + +##### *Ignore timestamps* (enabled) + +Don't serialize timestamp metadata. This is highly recommended for version control as it prevents unnecessary changes in every commit. + +##### *Ignore lineage tags* (disabled) + +Don't serialize Power BI lineage tag metadata. Enable this if you don't want lineage information in your saved metadata. + +##### *Ignore privacy settings* (disabled) + +Don't serialize data source privacy settings. Enable this if you manage privacy settings separately. + +##### *Include sensitive data* (disabled) + +Include sensitive information like passwords in serialized metadata. This is not recommended for security reasons. + +##### *Ignore incremental refresh partitions* (disabled) + +Don't serialize partitions created by incremental refresh policies. Enable this if you want incremental refresh to be managed separately from your saved metadata. + +##### *Split multiline strings* (enabled) + +Split long string values across multiple lines for better readability in version control. This makes it easier to see changes in DAX expressions and other long text properties. + +##### *Sort arrays* (disabled) -## Data Browsing > Pivot Grid / DAX Query +Sort array elements alphabetically for consistent serialization. This can reduce meaningless differences in version control, but may change the logical order of some elements. -![image](https://user-images.githubusercontent.com/8976200/104601874-0df41c00-567b-11eb-8ba1-41a992e5664f.png) +### TMDL Serialization Settings -More configuration options will certainly follow at some point, but this setting allows you to indicate whether new Pivot Grids or DAX Query windows will automatically be refreshed, by default, when model changes are saved to Analysis Services. You can change this behavior on a per-window basis by toggling the "Auto-execute" button as seen on the screenshot below: +##### *Indentation mode* (tabs) -![image](https://user-images.githubusercontent.com/8976200/104602109-56abd500-567b-11eb-9e8f-32ab58390449.png) +Choose between tabs or spaces for indentation in TMDL files. Tabs are the default and recommended option. -This feature is super-useful when debugging a measure for example: Update the measure expression in one window, while having a Pivot Grid or a DAX query that uses that measure open in another window. Whenever you hit CTRL+S, the Pivot Grids or DAX Queries are automatically refreshed to immediately show the impact of the change you made. +##### *Indentation spaces* (4) + +When using spaces, specify the number of spaces per indentation level. + +## Data Browsing > General + +![Placeholder: Screenshot of Data Browsing General preferences page] + +##### *Auto-refresh data preview* (enabled) + +Automatically refresh table preview windows when model changes are saved. This feature is super-useful when debugging - update an expression in one window while having a data preview open in another. Whenever you hit CTRL+S, the preview is automatically refreshed. + +##### *Auto-execute DAX queries* (enabled) + +Automatically execute DAX queries when model changes are saved. Similar to auto-refresh data preview, this allows you to see the immediate impact of changes to measures or calculated columns. + +##### *DAX query smart selection* (enabled) + +When executing a partial selection in a DAX query, intelligently determine the query context. This allows you to execute just a portion of your query for testing. + +##### *Keep filtering and sorting in DAX query results* (WhenQueryUnchanged) + +Control whether to preserve grid filters and sorting when re-executing queries: +- **Never**: Sorting and filtering are always reset when a query is executed +- **WhenQueryUnchanged**: Sorting and filtering are reset only when the query is modified +- **Always**: Sorting and filtering are never reset if the columns still exist + +##### *Direct query max rows* (100) + +Maximum number of rows to retrieve in Direct Query mode. Adjust this if you need to preview more data, but be mindful of performance. + +##### *DAX query max rows* (1000) + +Maximum number of rows to retrieve for DAX queries. Increase this if you need to analyze larger result sets. + +## Data Browsing > Pivot Grid + +![Placeholder: Screenshot of Pivot Grid preferences page] + +##### *Auto-refresh pivot grid* (enabled) + +Automatically refresh pivot grids when model changes are saved. Just like with DAX queries, this allows you to immediately see the impact of changes to measures. + +##### *Pivot grid customization default layout* (StackedDefault) + +Choose the default layout for the pivot grid field list. Options include: +- **StackedDefault**: Fields and areas in a single stacked panel +- **StackedSideBySide**: Fields and areas in side-by-side panels +- **TopPanelOnly**: Field list at the top only +- **BottomPanelOnly2by2**: Field list in a 2x2 grid at the bottom +- **BottomPanelOnly1by4**: Field list in a 1x4 layout at the bottom + +##### *Show all fields in pivot customization* (enabled) + +Display all available fields in the pivot grid field list by default, including hidden fields. + +##### *Pivot header word wrap* (enabled) + +Enable word wrapping in pivot grid headers. This makes long field names more readable. + +##### *Warn if pivot grid fields mismatch* (enabled) + +Show a warning when pivot grid field definitions don't match the current model. This can happen if you've deleted or renamed fields used in a saved pivot grid. + +##### *Always show pivot grid field list* (enabled) + +Keep the pivot grid field list visible by default. Disable this if you prefer more screen space for the pivot grid itself. ## DAX Editor > General -![image](https://user-images.githubusercontent.com/8976200/104602381-a7233280-567b-11eb-8151-cf810b7cb748.png) +![Dax Editor General](~/content/assets/images/dax-editor-general.png) + +Tabular Editor 3's DAX editor is highly configurable. This page provides settings for general configuration of the DAX editor: + +##### *Line numbers* (enabled) + +Display line numbers in the left margin of the editor. + +##### *Code folding* (enabled) + +Enable collapsible regions in DAX code for better readability. Make sure you try out this feature! + +##### *Visible whitespace* (disabled) + +Show dots for spaces and arrows for tabs. This can be helpful when diagnosing indentation issues. + +##### *Indentation guides* (enabled) + +Display vertical lines to show indentation levels. + +##### *Use tabs* (disabled) + +When checked, a tab character (`\t`) is inserted whenever the TAB button is hit. Otherwise, a number of spaces corresponding to the *Indent width* setting is inserted. + +##### *Comment style* (slashes) + +DAX supports line comments that use slashes (`//`) or hyphens (`--`). This setting determines which style of comment is used when Tabular Editor 3 generates DAX code. + +##### *DAX function documentation* + +Use this setting to specify which URL to launch in the default web browser, whenever you hit F12 while the cursor is on a DAX function. Options include https://dax.guide (recommended) and Microsoft's official documentation. -Now we're starting to get to the good stuff! This page provides a number of settings for general configuration of the DAX editor. Make sure you try out the "Code folding" feature! +### DAX Settings -- **DAX function documentation**: Use this setting to specify which URL to launch in the default web browser, whenever you hit F12 while the cursor is on a DAX function. I recommend using https://dax.guide but some people tend to like Microsoft's official documentation (which is available in the drop down). +##### *Locale* + +Specify the locale for DAX functions and formatting. + +##### *Analysis Services version settings* + +These settings are relevant only when Tabular Editor 3 cannot determine the version of Analysis Services used, as is the case when a Model.bim file is loaded directly. In this case, Tabular Editor tries to guess which version the model will be deployed to, based on the compatibility level. If Tabular Editor reports incorrect semantic/syntax errors, you may need to tweak these settings. ## DAX Editor > Auto Formatting -![image](https://user-images.githubusercontent.com/8976200/104602767-084b0600-567c-11eb-88ea-018e3d436f68.png) +![Auto Formatting Settings](~/content/assets/images/auto-formatting-settings.png) + +The DAX Editor is **very** powerful and helps you produce beautiful, readable DAX code as you type. + +##### *Auto format code as you type* (enabled) + +This option will automatically apply certain formatting rules whenever certain keystrokes occur. For example, when a parenthesis is closed, this feature will ensure that everything within the parentheses is formatted according to the other settings on this page. + +##### *Auto-format function calls* (enabled) + +This option specifically controls whether automatic formatting of function calls (spacing between arguments and parentheses) should happen when a parenthesis is closed. + +##### *Auto-indent* (enabled) + +This option automatically indents function arguments when a line break is inserted within a function call. + +##### *Auto-brace* (enabled) + +This option automatically inserts the closing brace or quote whenever an opening brace or quote is entered. + +##### *Wrap selection* (enabled) + +When enabled, this option automatically wraps the current selection with the closing brace, when an opening brace is entered. + +### Formatting Rules + +These settings control how DAX code whitespace is formatted, both when auto-formatting occurs and when code is manually formatted. + +##### *Space after functions* (disabled) + +# [Enabled](#tab/space-after-function-on) + +```DAX +SUM ( 'Sales'[Amount] ) +``` + +# [Disabled](#tab/space-after-function-off) + +```DAX +SUM( 'Sales'[Amount] ) +``` + +*** + +##### *Newline after functions* (disabled) + +Applies only when a function call needs to be broken across multiple lines. + +# [Enabled](#tab/newline-after-function-on) + +```DAX +SUM +( + 'Sales'[Amount] +) +``` + +# [Disabled](#tab/newline-after-function-off) + +```DAX +SUM( + 'Sales'[Amount] +) +``` + +*** + +##### *Pad parentheses* (enabled) + +# [Enabled](#tab/pad-parentheses-on) + +```DAX +SUM( Sales[Amount] ) +``` + +# [Disabled](#tab/pad-parentheses-off) + +```DAX +SUM(Sales[Amount]) +``` + +*** + +##### *Long format line limit* (120) + +The maximal number of characters to keep on a single line before an expression is broken across multiple lines, when using the **Format DAX (long lines)** option. + +##### *Short format line limit* (60) + +The maximal number of characters to keep on a single line before an expression is broken across multiple lines, when using the **Format DAX (short lines)** option. + +### Casings and Quotes + +In addition to formatting the DAX code whitespace, Tabular Editor 3 can also fix object references and function/keyword casings. + +##### *Fix measure/column qualifiers* (enabled) + +When checked, table prefixes are automatically removed from measure references, and automatically inserted on column references. + +##### *Preferred keyword casing* (UPPER) -As can be seen from the screenshot above, the new DAX Editor is **very** powerful and helps you produce beautiful, readable DAX code, as you type. Feel free to experiment with these settings to figure out what editor behavior works best for you, and don't forget to provide [feedback](https://github.com/TabularEditor3/PublicPreview/issues/new) if something does not work as you expect, or if you have any ideas for additional improvements. +This setting allows you to change the casing used for keywords, such as `ORDER BY`, `VAR`, `EVALUATE`, etc. + +##### *Preferred function casing* (UPPER) + +This setting allows you to change the casing used for functions, such as `CALCULATE(...)`, `SUM(...)`, etc. + +##### *Fix keyword/function casing* (enabled) + +When checked, casing of keywords and functions is automatically corrected whenever code is auto-formatted or manually formatted. + +##### *Fix object reference casing* (enabled) + +DAX is a case-insensitive language. When this is enabled, references to tables, columns and measures are automatically corrected such that the casing matches the physical name of the referenced objects. + +##### *Always quote tables* (disabled) + +Referencing certain table names do not require surrounding single quotes in DAX. However, if you prefer table references to always be quoted, you can check this option. + +##### *Always prefix extension columns* (disabled) + +Extension columns can be defined without a table name. When checked, the DAX editor will always add the table prefix to an extension column. ## DAX Editor > Code Assist -![image](https://user-images.githubusercontent.com/8976200/104603313-90311000-567c-11eb-853d-6ca6e0f0ed07.png) +![Placeholder: Screenshot of DAX Editor Code Assist preferences page] + +On this page, you can configure the two most important Code Assist features, namely calltips (aka. "parameter info") and auto-complete. + +##### *Auto-complete trigger* + +Control when the auto-complete list appears. Options include automatic triggering after typing a certain number of characters, or manual triggering with CTRL+Space. + +##### *Calltip trigger* + +Control when parameter information appears. Options include automatic triggering when opening a function parenthesis, or manual triggering. + +##### *Incremental search* (enabled) + +Enable fuzzy/incremental searching in auto-complete. This allows you to find items by typing parts of their name, not just the beginning. + +##### *Suggest table names* (enabled) + +Include table names in auto-complete suggestions. + +##### *Always quote table names* (disabled) + +Automatically quote table names in suggestions, even when not required. + +##### *Show first letter only* (disabled) + +Only show items starting with the typed letter. Disable this to use incremental search instead. + +## DAX Editor > Code Actions + +![Placeholder: Screenshot of DAX Editor Code Actions preferences page] + +Configure automatic code improvement suggestions: + +##### *Variable prefixes* + +Define acceptable prefixes for variable names (e.g., `_`, `__`, `$`, `var_`, `var`, `v_`, `v`, `VAR_`). Code actions will suggest adding these prefixes to variable names that don't follow the convention. + +##### *Column prefixes* + +Define acceptable prefixes for temporary column names (e.g., `@`, `$`, `_`, `x`, `x_`). Code actions will suggest adding these prefixes to temporary column names that don't follow the convention. + +## SQL Editor / M Editor / C# Editor + +![Placeholder: Screenshot of SQL/M/C# Editor preferences pages] + +Similar configuration options are available for SQL, M (Power Query), and C# script editors, including: +- Syntax highlighting and color schemes +- Auto-formatting options +- Code assist and auto-complete features +- Comment styles and indentation preferences + +Each editor can be customized independently to match your preferred coding style. + +## DAX Formatter + +![Placeholder: Screenshot of DAX Formatter preferences page] + +##### *DAX formatter consent* (disabled) + +Agree to send DAX code to the external DAX formatting service (www.daxformatter.com). When enabled, you can use this service to format DAX code according to community standards. + +##### *DAX formatter request timeout* (5000) + +Timeout in milliseconds for DAX formatter requests. Increase this if you frequently get timeout errors when using the DAX formatter. + +## DAX Optimizer Integration + +![Placeholder: Screenshot of DAX Optimizer Integration preferences page] + +Configure integration with DAX Optimizer (Enterprise Edition only): + +##### *Connect automatically* (null/prompt) + +Automatically connect to DAX Optimizer when available. When not set, you will be prompted the first time. + +##### *Obfuscate VPAX files* (enabled) + +Anonymize model metadata when sending to DAX Optimizer. This protects sensitive information like table and column names while still allowing analysis. + +##### *Obfuscation dictionary directory* (`%LocalAppData%\TabularEditor3\DaxOptimizer`) + +Specify where obfuscation dictionaries are stored. The dictionary maintains consistent obfuscation across multiple analyses. + +## VertiPaq Analyzer + +![Placeholder: Screenshot of VertiPaq Analyzer preferences page] + +##### *Include TOM metadata* (enabled) + +Include Tabular Object Model metadata in VertiPaq Analyzer statistics. This provides richer information about your model structure. + +##### *Read stats from data* (enabled) + +Read statistics by scanning actual data (more accurate but slower). When disabled, only metadata is used. + +##### *Direct Lake extraction mode* (ResidentOnly) + +How to extract statistics from Direct Lake models: +- **ResidentOnly**: Only analyze data currently loaded in memory +- **All**: Include non-resident data (slower, may trigger data loading) + +##### *Read stats from Dynamic Management Views* (disabled) + +Use DMVs to gather statistics (faster but less accurate). This is an alternative to reading from data. + +##### *Relationship sample rows* (3) + +Number of rows to sample when analyzing relationships. Higher values provide more accuracy but take longer. + +##### *Column batch size* (50) + +Number of columns to analyze in each batch. Adjust this based on your model size and performance requirements. + +## Power BI Integration + +![Placeholder: Screenshot of Power BI Integration preferences page] + +##### *Power BI endpoint base URL* (`https://api.powerbi.com`) + +The base URL for Power BI API calls. Change this if you're working with a sovereign cloud or custom environment. + +##### *Fabric endpoint base URL* (`https://api.fabric.microsoft.com`) + +The base URL for Microsoft Fabric API calls. Change this if you're working with a sovereign cloud or custom environment. + +##### *Use embedded browser for authentication* (enabled) + +Use the embedded browser for OAuth authentication instead of the system browser. This provides a more integrated experience. + +## Proxy Settings + +![Placeholder: Screenshot of Proxy Settings preferences page] + +##### *Proxy type* (None) + +Choose between: +- **None**: No proxy configuration +- **System**: Use system proxy settings +- **Custom**: Specify custom proxy configuration + +##### *Proxy address* + +The address of the proxy server (e.g., `http://proxy.company.com:8080`). + +##### *Proxy user* + +Username for proxy authentication if required. + +##### *Proxy password* + +Password for proxy authentication (stored encrypted). + +##### *Use default credentials* (enabled) + +Use the current Windows credentials for proxy authentication. This implements the [same behavior as Power BI Desktop](https://docs.microsoft.com/en-us/power-bi/connect-data/desktop-troubleshooting-sign-in#using-default-system-credentials-for-web-proxy). + +##### *Bypass proxy on local* (enabled) + +Bypass the proxy for local addresses. This is recommended for performance. + +##### *Proxy bypass list* + +List of addresses that should bypass the proxy (e.g., `localhost;*.company.local`). + +## Next Steps -On this page, you can configure the two most important Code Assist features, namely calltips (aka. "parameter info") and auto-complete. The settings mostly control under what circumstances the calltips and auto-complete box appears on the screen. However, for the auto-complete, there are a number of features for controlling which items are suggested, whether table names should always be quoted, incremental search, etc. +For a user-friendly guide to the most commonly adjusted preferences, see the getting started guide (Personalizing TE3)[xrefid: personalizing-te3]. From 9f7e0737fd4d96238fa6e3172da7df9e5fa6eb0d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Mon, 19 Jan 2026 13:29:33 +0100 Subject: [PATCH 12/21] Restore KB files from origin/main after rebase --- ...a-avoid-invalid-characters-descriptions.md | 123 +++++++++++++++ .../kb/bpa-avoid-invalid-characters-names.md | 125 +++++++++++++++ ...pa-avoid-provider-partitions-structured.md | 96 ++++++++++++ content/kb/bpa-calculation-groups-no-items.md | 102 +++++++++++++ content/kb/bpa-data-column-source.md | 93 +++++++++++ content/kb/bpa-date-table-exists.md | 113 ++++++++++++++ content/kb/bpa-do-not-summarize-numeric.md | 119 +++++++++++++++ content/kb/bpa-expression-required.md | 98 ++++++++++++ content/kb/bpa-format-string-columns.md | 84 ++++++++++ content/kb/bpa-format-string-measures.md | 105 +++++++++++++ content/kb/bpa-hide-foreign-keys.md | 118 ++++++++++++++ .../kb/bpa-many-to-many-single-direction.md | 115 ++++++++++++++ content/kb/bpa-perspectives-no-objects.md | 89 +++++++++++ .../kb/bpa-powerbi-latest-compatibility.md | 86 +++++++++++ content/kb/bpa-relationship-same-datatype.md | 92 +++++++++++ content/kb/bpa-remove-auto-date-table.md | 106 +++++++++++++ content/kb/bpa-remove-unused-data-sources.md | 117 ++++++++++++++ content/kb/bpa-set-isavailableinmdx-false.md | 91 +++++++++++ ...bpa-set-isavailableinmdx-true-necessary.md | 144 ++++++++++++++++++ content/kb/bpa-specify-application-name.md | 70 +++++++++ content/kb/bpa-translate-descriptions.md | 99 ++++++++++++ content/kb/bpa-translate-display-folders.md | 104 +++++++++++++ content/kb/bpa-translate-hierarchy-levels.md | 92 +++++++++++ content/kb/bpa-translate-perspectives.md | 87 +++++++++++ content/kb/bpa-translate-visible-names.md | 99 ++++++++++++ content/kb/bpa-trim-object-names.md | 103 +++++++++++++ .../kb/bpa-visible-objects-no-description.md | 106 +++++++++++++ 27 files changed, 2776 insertions(+) create mode 100644 content/kb/bpa-avoid-invalid-characters-descriptions.md create mode 100644 content/kb/bpa-avoid-invalid-characters-names.md create mode 100644 content/kb/bpa-avoid-provider-partitions-structured.md create mode 100644 content/kb/bpa-calculation-groups-no-items.md create mode 100644 content/kb/bpa-data-column-source.md create mode 100644 content/kb/bpa-date-table-exists.md create mode 100644 content/kb/bpa-do-not-summarize-numeric.md create mode 100644 content/kb/bpa-expression-required.md create mode 100644 content/kb/bpa-format-string-columns.md create mode 100644 content/kb/bpa-format-string-measures.md create mode 100644 content/kb/bpa-hide-foreign-keys.md create mode 100644 content/kb/bpa-many-to-many-single-direction.md create mode 100644 content/kb/bpa-perspectives-no-objects.md create mode 100644 content/kb/bpa-powerbi-latest-compatibility.md create mode 100644 content/kb/bpa-relationship-same-datatype.md create mode 100644 content/kb/bpa-remove-auto-date-table.md create mode 100644 content/kb/bpa-remove-unused-data-sources.md create mode 100644 content/kb/bpa-set-isavailableinmdx-false.md create mode 100644 content/kb/bpa-set-isavailableinmdx-true-necessary.md create mode 100644 content/kb/bpa-specify-application-name.md create mode 100644 content/kb/bpa-translate-descriptions.md create mode 100644 content/kb/bpa-translate-display-folders.md create mode 100644 content/kb/bpa-translate-hierarchy-levels.md create mode 100644 content/kb/bpa-translate-perspectives.md create mode 100644 content/kb/bpa-translate-visible-names.md create mode 100644 content/kb/bpa-trim-object-names.md create mode 100644 content/kb/bpa-visible-objects-no-description.md diff --git a/content/kb/bpa-avoid-invalid-characters-descriptions.md b/content/kb/bpa-avoid-invalid-characters-descriptions.md new file mode 100644 index 00000000..abd0bd25 --- /dev/null +++ b/content/kb/bpa-avoid-invalid-characters-descriptions.md @@ -0,0 +1,123 @@ +--- +uid: kb.bpa-avoid-invalid-characters-descriptions +title: Avoid Invalid Characters in Descriptions +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule preventing display and deployment issues by identifying control characters in object descriptions. +--- + +# Avoid Invalid Characters in Descriptions + +## Overview + +This best practice rule identifies objects whose descriptions contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause display problems, metadata corruption, and deployment failures. + +- Category: Error Prevention +- Severity: High (3) + +## Applies To + +- Tables +- Measures +- Hierarchies +- Levels +- Perspectives +- Partitions +- Data Columns +- Calculated Columns +- Calculated Table Columns +- KPIs +- Model Roles +- Calculation Groups +- Calculation Items + +## Why This Matters + +Control characters in descriptions cause various issues: + +- **Display corruption**: Tooltips and documentation panels may show garbled text +- **Metadata problems**: TMSL/XMLA export may produce invalid XML +- **Deployment failures**: Power BI Service or Analysis Services may reject the model +- **Documentation issues**: Generated documentation may break formatting +- **Encoding errors**: Cross-platform synchronization problems +- **User confusion**: Invisible characters create confusing or corrupted descriptions + +Standard whitespace (spaces, newlines, tabs) is acceptable, but non-printable control characters should be removed. + +## When This Rule Triggers + +The rule triggers when an object's description contains control characters that are not standard whitespace: + +```csharp +Description.ToCharArray().Any(char.IsControl(it) and !char.IsWhiteSpace(it)) +``` + +This detects problematic characters while allowing legitimate whitespace formatting. + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix that replaces invalid characters with spaces: + +```csharp +Description = string.Concat( + it.Description.ToCharArray().Select( + c => (char.IsControl(c) && !char.IsWhiteSpace(c)) ? ' ' : c + ) +) +``` + +To apply: +1. In the **Best Practice Analyzer** select flagged objects +3. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, select the object +2. In **Properties** pane, locate the **Description** field +3. Edit the description to remove invalid characters +4. Save changes + +## Common Causes + +### Cause 1: Copy/Paste from Rich Text + +Copying descriptions from Word documents, web pages, or emails can introduce hidden formatting characters. + +### Cause 2: Automated Documentation Generation + +Scripts generating descriptions may include control characters from source systems. + +### Cause 3: Data Import from External Sources + +Importing metadata that contains encoding artifacts or control codes. + +## Example + +### Before Fix + +``` +Measure: [Total Revenue] +Description: "Calculates\x00total\x0Brevenue" (contains NULL and vertical tab) +``` + +Tooltip displays: "Calculates□total□revenue" (with visible corruption) + +### After Fix + +``` +Measure: [Total Revenue] +Description: "Calculates total revenue" (control characters replaced with spaces) +``` + +Tooltip displays correctly: "Calculates total revenue" + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Avoid Invalid Characters in Names](xref:kb.bpa-avoid-invalid-characters-names) - Similar validation for object names +- [Visible Objects Should Have Descriptions](xref:kb.bpa-visible-objects-no-description) - Ensuring descriptions exist diff --git a/content/kb/bpa-avoid-invalid-characters-names.md b/content/kb/bpa-avoid-invalid-characters-names.md new file mode 100644 index 00000000..be43497c --- /dev/null +++ b/content/kb/bpa-avoid-invalid-characters-names.md @@ -0,0 +1,125 @@ +--- +uid: kb.bpa-avoid-invalid-characters-names +title: Avoid Invalid Characters in Object Names +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule preventing deployment errors by identifying control characters in object names. +--- + +# Avoid Invalid Characters in Object Names + +## Overview + +This best practice rule identifies objects whose names contain invalid control characters (non-printable characters excluding standard whitespace). These characters can cause deployment failures, rendering issues, and data corruption. + +- Category: Error Prevention +- Severity: High (3) + +## Applies To + +- Tables +- Measures +- Hierarchies +- Levels +- Perspectives +- Partitions +- Data Columns +- Calculated Columns +- Calculated Table Columns +- KPIs +- Model Roles +- Calculation Groups +- Calculation Items + +## Why This Matters + +Control characters in object names cause serious issues: + +- **Deployment failures**: Power BI Service and Analysis Services may reject models with invalid characters +- **Rendering problems**: Client tools may display garbled or invisible names +- **DAX parsing errors**: Invalid characters can break DAX expressions referencing the object +- **XML corruption**: Model metadata (TMSL/XMLA) may become malformed +- **Copy/paste issues**: Names may not transfer correctly between applications +- **Encoding problems**: Cross-platform compatibility issues + +Standard whitespace (spaces, newlines, carriage returns) is allowed, but control characters should be removed. + +## When This Rule Triggers + +The rule triggers when an object's name contains control characters that are not standard whitespace: + +```csharp +Name.ToCharArray().Any(char.IsControl(it) and !char.IsWhiteSpace(it)) +``` + +This detects problematic characters while allowing legitimate whitespace formatting. + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix that replaces invalid characters with spaces: + +```csharp +Name = string.Concat( + it.Name.ToCharArray().Select( + c => (char.IsControl(c) && !char.IsWhiteSpace(c)) ? ' ' : c + ) +) +``` + +To apply: +1. In the **Best Practice Analyzer** select flagged objects +2. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, select the object +2. In **Properties** pane, locate the **Name** field +3. Edit the name to remove invalid characters +4. Save changes + +## Common Causes + +### Cause 1: Copy/Paste from Rich Text + +Copying names from Word documents, web pages, or emails can introduce hidden formatting characters. + +### Cause 2: Automated Name Generation + +Scripts generating names may include control characters from source systems. + +### Cause 3: Data Import from External Sources + +Importing metadata that contains encoding artifacts or control codes. + +## Example + +### Before Fix + +``` +Measure Name: "Total\x00Sales" (contains NULL character) +``` + +Deployment fails with "Invalid character in object name" + +### After Fix + +``` +Measure Name: "Total Sales" (NULL replaced with space) +``` + +Deploys successfully and displays correctly in all tools. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Avoid Invalid Characters in Descriptions](xref:kb.bpa-avoid-invalid-characters-descriptions) - Similar validation for description properties +- [Trim Object Names](xref:kb.bpa-trim-object-names) - Removing leading/trailing spaces + +## Learn More + +- [DAX Naming Rules](https://learn.microsoft.com/dax/dax-syntax-reference) diff --git a/content/kb/bpa-avoid-provider-partitions-structured.md b/content/kb/bpa-avoid-provider-partitions-structured.md new file mode 100644 index 00000000..c0f3a440 --- /dev/null +++ b/content/kb/bpa-avoid-provider-partitions-structured.md @@ -0,0 +1,96 @@ +--- +uid: kb.bpa-avoid-provider-partitions-structured +title: Avoid Provider Partitions with Structured Data Sources +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule preventing deployment errors by identifying legacy provider partitions used with structured data sources in Power BI. +--- + +# Avoid Provider Partitions with Structured Data Sources + +## Overview + +This best practice rule identifies partitions that use legacy provider-based queries (SourceType = Query) with structured data sources in Power BI models. This combination is not supported in Power BI Service and will cause deployment failures. + +- Category: Error Prevention + +- Severity: Medium (2) + +## Applies To + +- Partitions + +## Why This Matters + +Power BI Service requires structured data sources to use Power Query (M) partitions rather than legacy provider partitions. Using provider partitions with structured data sources causes: + +- **Deployment failures**: Models fail to publish to Power BI Service +- **Refresh errors**: Scheduled refresh operations fail in the service +- **Compatibility issues**: The model cannot be shared or deployed properly +- **Migration blockers**: Prevents moving from Analysis Services to Power BI + +## When This Rule Triggers + +The rule triggers when a partition meets all these conditions: + +1. `SourceType = "Query"` (legacy provider partition) +2. `DataSource.Type = "Structured"` (Power Query/M data source) +3. `Model.Database.CompatibilityMode != "AnalysisServices"` (Power BI or Azure AS) + +This combination indicates a structural mismatch that Power BI cannot process. + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the affected partition +2. In **Properties** pane, note the existing query +3. Create a new **Power Query** partition with M expression +4. Delete the old provider partition after verifying the new one works + +## Common Causes + +### Cause 1: Migration from Analysis Services + +Models migrated from SQL Server Analysis Services retain legacy provider partitions. + +### Cause 2: Mixed Partition Types + +Mixing partition types during model development creates incompatible configurations. + +## Example + +### Before Fix + +``` +Partition: Sales_Partition + SourceType: Query + Query: SELECT * FROM Sales + DataSource: PowerQuerySource (Type: Structured) +``` + +**Error**: Deployment fails to Power BI Service + +### After Fix + +``` +Partition: Sales_Partition + SourceType: M + Expression: + let + Source = Sql.Database("server", "database"), + Sales = Source{[Schema="dbo",Item="Sales"]}[Data] + in + Sales + DataSource: PowerQuerySource (Type: Structured) +``` + +**Result**: Deploys successfully to Power BI Service + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher when deployed to Power BI or Azure Analysis Services. + +## Related Rules + +- [Data Column Must Have Source](xref:kb.bpa-data-column-source) - Ensuring column source mappings diff --git a/content/kb/bpa-calculation-groups-no-items.md b/content/kb/bpa-calculation-groups-no-items.md new file mode 100644 index 00000000..486293ab --- /dev/null +++ b/content/kb/bpa-calculation-groups-no-items.md @@ -0,0 +1,102 @@ +--- +uid: kb.bpa-calculation-groups-no-items +title: Calculation Groups Should Contain Items +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule identifying calculation groups without calculation items that should be populated or removed. +--- + +# Calculation Groups Should Contain Items + +## Overview + +This best practice rule identifies calculation groups that contain no calculation items. Empty calculation groups serve no purpose and should be populated or removed. + +- Category: Maintenance +- Severity: Medium (2) + +## Applies To + +- Calculation Groups + +## Why This Matters + +- **Deployment errors**: Empty groups may fail validation in Power BI Service +- **Model errors**: Can cause unexpected behavior in DAX calculations +- **Developer confusion**: Team members waste time investigating incomplete structures +- **Performance overhead**: Engine processes unnecessary metadata + +## When This Rule Triggers + +The rule triggers when a calculation group has zero calculation items: + +```csharp +CalculationItems.Count == 0 +``` + +## How to Fix + +### Option 1: Add Calculation Items + +If the calculation group has a valid business purpose: + +1. In **TOM Explorer**, expand the calculation group table +2. Expand the **Calculation Group** column +3. Right-click and select **Add Calculation Item** +4. Define the calculation item expression + +### Option 2: Delete the Calculation Group + +If no longer needed: + +1. In **TOM Explorer**, locate the calculation group table +2. Right-click the table +3. Select **Delete** + +## Common Causes + +### Cause 1: Incomplete Development + +Calculation group created during planning but not yet implemented. + +### Cause 2: Migration from Other Models + +Calculation group structure copied without items. + +### Cause 3: Refactoring + +All calculation items moved to a different calculation group. + +## Example + +### Before Fix + +``` +Calculation Group: Time Intelligence + Items: (none) ← Problem +``` + +### After Fix + +``` +Calculation Group: Time Intelligence + Items: + - Current Period: SELECTEDMEASURE() + - Year-to-Date: CALCULATE(SELECTEDMEASURE(), DATESYTD('Date'[Date])) + - Prior Year: CALCULATE(SELECTEDMEASURE(), SAMEPERIODLASTYEAR('Date'[Date])) +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Perspectives Should Contain Objects](xref:kb.bpa-perspectives-no-objects) - Similar rule for empty perspectives +- [Expression Required](xref:kb.bpa-expression-required) - Ensuring calculation items have expressions + +## Learn More + +- [Calculation Groups in Tabular Models](https://learn.microsoft.com/analysis-services/tabular-models/calculation-groups) +- [Creating Calculation Groups](https://www.sqlbi.com/articles/introducing-calculation-groups/) +- [Calculation Group Patterns](https://www.sqlbi.com/calculation-groups/) diff --git a/content/kb/bpa-data-column-source.md b/content/kb/bpa-data-column-source.md new file mode 100644 index 00000000..9bc9e55b --- /dev/null +++ b/content/kb/bpa-data-column-source.md @@ -0,0 +1,93 @@ +--- +uid: kb.bpa-data-column-source +title: Data Column Must Have Source +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring data columns have a valid source column mapping to prevent refresh errors. +--- + +# Data Column Must Have Source + +## Overview + +This best practice rule identifies data columns that lack a valid `SourceColumn` property. Every data column must reference a source column from the underlying data source to function correctly during refresh. + +- Category: Error Prevention +- Severity: High (3) + +## Applies To + +- Data Columns + +## Why This Matters + +- **Refresh failures**: Data refresh operations fail with column not found errors +- **Deployment issues**: Model validation fails in Power BI Service or Analysis Services +- **Data integrity**: Column remains empty or contains stale data +- **Broken dependencies**: Measures and relationships produce incorrect results + +## When This Rule Triggers + +The rule triggers when a data column has: + +```csharp +string.IsNullOrWhitespace(SourceColumn) +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, locate the flagged data column +2. In **Properties** pane, find the `Source Column` property +3. Enter the correct source column name from your data source query +4. Verify the mapping matches the partition query + +The source column name must exactly match: +- For Power Query: Column name in M expression output +- For SQL: Column name or alias in SELECT statement +- For Direct Lake: Column name in Delta Lake table + +## Common Causes + +### Cause 1: Renamed Source Column + +Source query was modified and column renamed. + +### Cause 2: Manual Column Creation + +Column created manually without specifying source. + +### Cause 3: Copy/Paste Corruption + +Columns copied from another table without preserving metadata. + +## Example + +### Before Fix + +``` +Table: Sales +Column: ProductName (DataColumn) + SourceColumn: [empty] +``` + +Result: Refresh fails with "Column 'ProductName' not found in source query" + +### After Fix + +``` +Table: Sales +Column: ProductName (DataColumn) + SourceColumn: ProductName +``` + +Result: Column populates correctly during refresh + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Expression Required for Calculated Objects](xref:kb.bpa-expression-required) - Ensuring calculated columns have expressions diff --git a/content/kb/bpa-date-table-exists.md b/content/kb/bpa-date-table-exists.md new file mode 100644 index 00000000..97931246 --- /dev/null +++ b/content/kb/bpa-date-table-exists.md @@ -0,0 +1,113 @@ +--- +uid: kb.bpa-date-table-exists +title: Date Table Should Exist +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring your model includes a dedicated date table for proper time intelligence functionality. +--- + +# Date Table Should Exist + +## Overview + +This best practice rule verifies that your tabular model contains at least one properly configured date table. Date tables are essential for time intelligence calculations and ensuring consistent date-based filtering across your model. + +- Category: Performance + +- Severity: Medium (2) + +## Applies To + +- Model + +## Why This Matters + +A dedicated date table is essential because it: + +- **Enables time intelligence**: Functions like `DATESYTD`, `SAMEPERIODLASTYEAR`, and `TOTALYTD` require a date table +- **Ensures consistent filtering**: Provides single source of truth for date attributes +- **Improves performance**: Establishes proper calendar relationships +- **Supports custom calendars**: Enables fiscal year calculations and custom hierarchies + +Without a properly marked date table, many DAX time intelligence functions will fail or produce incorrect results. + +## When This Rule Triggers + +The rule triggers when **all** tables in your model meet the following conditions: + +1. No table has any calendars defined (`Calendars.Count = 0`) +2. No table contains a column marked as a key with `DataType = DateTime` +3. No table has `DataCategory = "Time"` + +This indicates that the model lacks a proper date dimension. + +## How to Fix + +### Option 1: Create a Date Table Using DAX + +Add a calculated table with a complete date range: + +```dax +DateTable = +ADDCOLUMNS ( + CALENDAR (DATE(2020, 1, 1), DATE(2030, 12, 31)), + "Year", YEAR([Date]), + "Quarter", "Q" & FORMAT([Date], "Q"), + "Month", FORMAT([Date], "MMMM"), + "MonthNumber", MONTH([Date]), + "Day", DAY([Date]), + "WeekDay", FORMAT([Date], "dddd") +) +``` + +### Option 2: Import from Data Source + +Create a date dimension table in your data warehouse or data source and import it into the model. + +### Mark as Date Table + +After creating the table: + +1. Select the date table in the **TOM Explorer** +2. Right-click and choose **Mark as Date Table** +3. Select the date column as the key column +4. Create relationships between the date table and your fact tables + +### Set Calendar Metadata + +Alternatively, configure the calendar metadata: + +1. Select the date table +2. In the **Properties** pane, expand **Calendars** +3. Add a new calendar and configure the date column reference + +## Example + +A typical date table structure: + +| Date | Year | Quarter | Month | MonthNumber | Day | +|------|------|---------|-------|-------------|-----| +| 2025-01-01 | 2025 | Q1 | January | 1 | 1 | +| 2025-01-02 | 2025 | Q1 | January | 1 | 2 | +| ... | ... | ... | ... | ... | ... | + +Once created, establish relationships: + +``` +'DateTable'[Date] (1) -> (*) 'Sales'[OrderDate] +'DateTable'[Date] (1) -> (*) 'Orders'[ShipDate] +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Remove Auto Date Table](xref:kb.bpa-remove-auto-date-table) - Removing automatic date tables that duplicate functionality + +## Learn More + +- [Create Date Tables in Power BI](https://learn.microsoft.com/power-bi/guidance/model-date-tables) +- [Time Intelligence Functions in DAX](https://learn.microsoft.com/dax/time-intelligence-functions-dax) +- [Mark as Date Table](https://learn.microsoft.com/power-bi/transform-model/desktop-date-tables) diff --git a/content/kb/bpa-do-not-summarize-numeric.md b/content/kb/bpa-do-not-summarize-numeric.md new file mode 100644 index 00000000..f29ab822 --- /dev/null +++ b/content/kb/bpa-do-not-summarize-numeric.md @@ -0,0 +1,119 @@ +--- +uid: kb.bpa-do-not-summarize-numeric +title: Set SummarizeBy to None for Numeric Columns +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule preventing incorrect default aggregations on numeric columns that should not be summed. +--- + +# Set SummarizeBy to None for Numeric Columns + +## Overview + +This best practice rule identifies visible numeric columns (Int64, Decimal, Double) that have a default aggregation behavior (`SummarizeBy`) other than `None`. Most numeric columns should not be automatically aggregated, as summing values like IDs, quantities in non-additive contexts, or codes produces meaningless results. + +- Category: Formatting + +- Severity: High (3) + +## Applies To + +- Data Columns +- Calculated Columns +- Calculated Table Columns + +## Why This Matters + +Default aggregation on inappropriate columns causes serious issues: + +- **Incorrect analysis**: Users get meaningless totals (sum of CustomerIDs, etc.) +- **Misleading dashboards**: Visualizations show wrong numbers by default +- **User confusion**: Users must manually change aggregation for every visual +- **Wrong decisions**: Business decisions based on incorrect automatic aggregations +- **Data credibility**: Users lose trust in the model and data + +Common columns that should NOT be aggregated include IDs, keys, codes, ratios, percentages, and non-additive quantities. + +## When This Rule Triggers + +The rule triggers when a column meets ALL these conditions: + +```csharp +(DataType = "Int64" or DataType="Decimal" or DataType="Double") +and +SummarizeBy <> "None" +and not (IsHidden or Table.IsHidden) +``` + +In other words: visible numeric columns that have a summarization behavior other than "None". + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix: + +```csharp +SummarizeBy = AggregateFunction.None +``` + +To apply: +1. In the **Best Practice Analyzer** select flagged objects +3. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, locate the column +2. In **Properties** pane, find **Summarize By** +3. Change from **Sum**, **Average**, **Min**, **Max**, **Count**, or **DistinctCount** to **None** +4. Save changes + +## Common Causes + +### Cause 1: Default Import Behavior + +Numeric columns default to Sum aggregation during import. + +### Cause 2: Lack of Column Review + +Models deployed without reviewing column aggregation settings. + +### Cause 3: ID Columns Not Hidden + +Numeric ID columns remain visible with default Sum aggregation. + +## Example + +### Before Fix + +``` +Column: CustomerID + DataType: Int64 + SummarizeBy: Sum +``` + +**Result**: Visual shows "Sum of CustomerID: 12,456,789" (meaningless number) + +### After Fix + +``` +Column: CustomerID + DataType: Int64 + SummarizeBy: None +``` + +**Result**: Visual requires explicit aggregation or shows individual Customer IDs + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Hide Foreign Keys](xref:kb.bpa-hide-foreign-keys) - Related column hygiene rule +- [Format String for Columns](xref:kb.bpa-format-string-columns) - Column formatting + +## Learn More + +- [Column Properties](https://learn.microsoft.com/analysis-services/tabular-models/column-properties-ssas-tabular) +- [When to Use Measures vs. Calculated Columns](https://learn.microsoft.com/power-bi/transform-model/desktop-tutorial-create-measures) diff --git a/content/kb/bpa-expression-required.md b/content/kb/bpa-expression-required.md new file mode 100644 index 00000000..5dd370ef --- /dev/null +++ b/content/kb/bpa-expression-required.md @@ -0,0 +1,98 @@ +--- +uid: kb.bpa-expression-required +title: Expression Required for Calculated Objects +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring measures, calculated columns, and calculation items have valid DAX expressions. +--- + +# Expression Required for Calculated Objects + +## Overview + +This best practice rule identifies measures, calculated columns, and calculation items that lack a DAX expression. All calculated objects must have a valid, non-empty expression to function correctly and prevent errors during model deployment and query execution. + +- Category: Error Prevention + +- Severity: High (3) + +## Applies To + +- Measures +- Calculated Columns +- Calculation Items + +## Why This Matters + +Calculated objects without expressions will cause critical failures: + +- **Model validation errors**: The model will fail validation when saved or deployed +- **Query failures**: Attempts to use the object in queries will generate errors +- **Broken dependencies**: Other measures or calculations referencing the object will fail +- **Deployment blockers**: Power BI Service and Analysis Services will reject models with empty expressions +- **Unexpected behavior**: The object may appear in field lists but produce no results + +Empty expressions typically result from incomplete object creation, copy/paste operations, or programmatic model generation errors. + +## When This Rule Triggers + +The rule triggers when any of the following objects have an empty or whitespace-only expression: + +```csharp +string.IsNullOrWhiteSpace(Expression) +``` + +This applies to: +- **Measures**: Should contain a DAX aggregation or calculation +- **Calculated Columns**: Should contain a row-context DAX expression +- **Calculation Items**: Should contain a DAX expression modifying the base measure + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, locate the measure, calculated column, or calculation item +2. Double-click to open the **DAX Editor** +3. Enter a valid DAX expression +4. Validate the syntax and save + +## Common Causes + +### Cause 1: Incomplete Creation + +Object was created intending to define it later but was forgotten. + +### Cause 2: Template-Based Creation + +Scripts or templates created objects without expressions. + +### Cause 3: Failed Copy Operation + +Copied an object but the expression didn't transfer. + +## Example + +### Before Fix + +``` +Measure: [Total Revenue] + Expression: [empty] + FormatString: $#,0.00 +``` + +**Error when queried**: "The expression for measure '[Total Revenue]' is not valid." + +### After Fix + +``` +Measure: [Total Revenue] + Expression: SUM('Sales'[Revenue]) + FormatString: $#,0.00 +``` + +**Result**: Measure functions correctly and returns aggregated revenue. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + diff --git a/content/kb/bpa-format-string-columns.md b/content/kb/bpa-format-string-columns.md new file mode 100644 index 00000000..69428333 --- /dev/null +++ b/content/kb/bpa-format-string-columns.md @@ -0,0 +1,84 @@ +--- +uid: kb.bpa-format-string-columns +title: Provide Format String for Numeric and Date Columns +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring visible numeric and date columns have appropriate format strings for consistent display. +--- + +# Provide Format String for Numeric and Date Columns + +## Overview + +This best practice rule identifies visible columns with numeric or date data types that lack format strings. Format strings ensure consistent, professional data display across all client tools. + +- Category: Formatting + +- Severity: Medium (2) + +## Applies To + +- Data Columns +- Calculated Columns +- Calculated Table Columns + +## Why This Matters + +Columns without format strings display inconsistently: + +- **Unprofessional appearance**: Raw numbers like 1234567.89 instead of $1,234,567.89 +- **User confusion**: Users can't tell if values are currency, percentages, or plain numbers +- **Inconsistent formatting**: Different visuals may show different formats +- **Manual formatting burden**: Users must format every visual individually +- **Date ambiguity**: Dates show timestamps when only dates are needed + +## When This Rule Triggers + +```csharp +IsVisible +and string.IsNullOrWhitespace(FormatString) +and (DataType = "Int64" or DataType = "DateTime" or DataType = "Double" or DataType = "Decimal") +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the column +2. In **Properties** pane, locate the **Format String** field +3. Choose from standard formats or enter custom format +4. Save changes + +## Common Causes + +### Cause 1: Missing Format Definition + +Columns do not have a format string when imported. + +## Example + +### Before Fix + +``` +Column: SalesAmount +Format String: (empty) +``` + +**Display**: 1234567.89 (hard to read, no currency symbol) + +### After Fix + +``` +Column: SalesAmount +Format String: "$#,0.00" +``` + +**Display**: $1,234,567.89 (clear, professional formatting) + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Provide Format String for Measures](xref:kb.bpa-format-string-measures) - Similar validation for measures diff --git a/content/kb/bpa-format-string-measures.md b/content/kb/bpa-format-string-measures.md new file mode 100644 index 00000000..7b4cf80f --- /dev/null +++ b/content/kb/bpa-format-string-measures.md @@ -0,0 +1,105 @@ +--- +uid: kb.bpa-format-string-measures +title: Provide Format String for Measures +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring visible measures have appropriate format strings for consistent display. +--- + +# Provide Format String for Measures + +## Overview + +This best practice rule identifies visible measures with numeric or date data types that lack format strings. All measures should have explicit format strings for professional, consistent display. + +- Category: Formatting + +- Severity: Medium (2) + +## Applies To + +- Measures + +## Why This Matters + +Measures without format strings display raw values, causing user confusion and inconsistent reporting. Format strings ensure: + +- **Professional appearance**: Values display with appropriate currency, percentage, or number formatting +- **Consistency**: All reports show values in the same format +- **User confidence**: Properly formatted numbers are easier to read and interpret +- **Business alignment**: Formatting matches corporate standards + +## When This Rule Triggers + +```csharp +IsVisible +and string.IsNullOrWhitespace(FormatString) +and (DataType = "Int64" or DataType = "DateTime" or DataType = "Double" or DataType = "Decimal") +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the measure +2. In **Properties** pane, locate the **Format String** field +3. Enter an appropriate format string based on what the measure calculates +4. Save changes + +### Common Format Patterns + +```dax +Total Revenue = +SUM('Sales'[Amount]) +// Format String: "$#,0" + +Average Price = +AVERAGE('Sales'[UnitPrice]) +// Format String: "$#,0.00" + +YoY Growth = +DIVIDE([This Year] - [Last Year], [Last Year], 0) +// Format String: "0.0%" + +Order Count = +COUNTROWS('Orders') +// Format String: "#,0" +``` + +## Common Causes + +### Cause 1: Missing Format Definition + +When creating a new measure the defualt state is to not have any format string set. + +### Cause 2: Copy/Paste from Calculated Columns + +Copying measures from columns that don't require format strings. + +## Example + +### Before Fix + +```dax +Total Revenue = SUM('Sales'[Amount]) +// No Format String +``` + +**Display**: 1234567.89 (hard to read, no currency symbol) + +### After Fix + +```dax +Total Revenue = SUM('Sales'[Amount]) +// Format String: "$#,0" +``` + +**Display**: $1,234,568 (clear, professional formatting) + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Format String for Columns](xref:kb.bpa-format-string-columns) - Similar validation for columns diff --git a/content/kb/bpa-hide-foreign-keys.md b/content/kb/bpa-hide-foreign-keys.md new file mode 100644 index 00000000..62717d39 --- /dev/null +++ b/content/kb/bpa-hide-foreign-keys.md @@ -0,0 +1,118 @@ +--- +uid: kb.bpa-hide-foreign-keys +title: Hide Foreign Key Columns +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule for hiding foreign key columns to simplify the model for end users. +--- + +# Hide Foreign Key Columns + +## Overview + +This best practice rule identifies foreign key columns (many-side of relationships) that are visible to end users. Foreign keys should be hidden because they serve only as relationship connectors and provide no analytical value when displayed. + +- Category: Formatting + +- Severity: Medium (2) + +## Applies To + +- Data Columns +- Calculated Columns +- Calculated Table Columns + +## Why This Matters + +Visible foreign key columns create unnecessary clutter: + +- **User confusion**: Foreign keys look like useful data but duplicate dimension attributes +- **Redundant fields**: Users see both the key and the related dimension attributes +- **Larger field lists**: More objects to scroll through finding relevant fields +- **Incorrect usage**: Users may group by keys instead of proper dimension attributes +- **Poor visualizations**: Charts showing key values instead of descriptive names + +Foreign keys exist only to create relationships between tables. Once relationships are established, users should work with dimension attributes, not the foreign keys themselves. + +## When This Rule Triggers + +The rule triggers when a column is: + +1. Used as the "from" column in a relationship (many-side) +2. The relationship has many cardinality on the from-side +3. The column is visible (`IsHidden = false`) + +```csharp +UsedInRelationships.Any(FromColumn.Name == current.Name and FromCardinality == "Many") +and +IsHidden == false +``` + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix: + +```csharp +IsHidden = true +``` + +To apply: +1. In the **Best Practice Analyzer** select flagged foreign key columns +2. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, locate the foreign key column +2. In **Properties** pane, set **IsHidden** to **true** +3. Save changes + +## Common Causes + +### Cause 1: Incomplete Model Setup + +Foreign keys remain visible after creating relationships. + +### Cause 2: Bulk Import + +Tables imported without post-processing to hide foreign keys. + +### Cause 3: Legacy Models + +Older models where foreign key hiding wasn't enforced. + +## Example + +### Before Fix + +``` +Sales Table Fields (visible): + - OrderDate + - CustomerKey ← Foreign key (should be hidden) + - ProductKey ← Foreign key (should be hidden) + - SalesAmount + - Quantity +``` + +**User experience**: Field list is cluttered. Users might mistakenly use `Sales[CustomerKey]` instead of `Customer[CustomerName]`. + +### After Fix + +``` +Sales Table Fields (visible): + - OrderDate + - SalesAmount + - Quantity +``` + +**User experience**: Clean field list. Users naturally use dimension attributes, relationship filtering works automatically. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Set SummarizeBy to None for Numeric Columns](xref:kb.bpa-do-not-summarize-numeric) - Related column configuration +- [Format String for Columns](xref:kb.bpa-format-string-columns) - Column display settings diff --git a/content/kb/bpa-many-to-many-single-direction.md b/content/kb/bpa-many-to-many-single-direction.md new file mode 100644 index 00000000..fdcadb21 --- /dev/null +++ b/content/kb/bpa-many-to-many-single-direction.md @@ -0,0 +1,115 @@ +--- +uid: kb.bpa-many-to-many-single-direction +title: Many-to-Many Relationships Should Use Single Direction +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule to avoid performance issues by using single-direction filtering on many-to-many relationships. +--- + +# Many-to-Many Relationships Should Use Single Direction + +## Overview + +This best practice rule identifies many-to-many relationships that use bidirectional cross-filtering. Many-to-many relationships with both-directions filtering cause significant performance degradation. + +- Category: Performance +- Severity: Medium (2) + +## Applies To + +- Relationships + +## Why This Matters + +- **Severe performance impact**: Engine must evaluate filters in both directions +- **Memory consumption**: Additional filter contexts maintained +- **Ambiguous filter paths**: Multiple routes produce unexpected results +- **Complex DAX logic**: Debugging filter context becomes difficult +- **Risk circular dependencies**: Can lead to infinite evaluation loops + +## When This Rule Triggers + +The rule triggers when a relationship meets all conditions: + +1. `FromCardinality = "Many"` +2. `ToCardinality = "Many"` +3. `CrossFilteringBehavior = "BothDirections"` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, locate the flagged relationship +2. In **Properties** pane, find `Cross Filter Direction` +3. Change from **Both** to **Single** + +Choose direction based on typical filter flow: +- From dimension to fact +- From lookup to data table + +When opposite-direction filtering is needed, handle explicitly in measures: + +```dax +SalesWithCrossFilter = +CALCULATE( + SUM('Sales'[Amount]), + CROSSFILTER('BridgeTable'[Key], 'DimensionTable'[Key], Both) +) +``` + +## Common Causes + +### Cause 1: Default Both-Direction Setting + +Model designer applied bidirectional filtering by default. + +### Cause 2: Misunderstood Requirements + +Believed both-direction filtering was necessary for all scenarios. + +### Cause 3: Quick Fix Approach + +Used both-direction filtering to solve a specific problem without considering performance. + +## Example + +### Before Fix + +``` +'Sales' (Many) <--> (Many) 'ProductBridge' +Cross Filter Direction: Both ← Problem +``` + +### After Fix + +``` +'Sales' (Many) --> (Many) 'ProductBridge' +Cross Filter Direction: Single +``` + +When Products need to filter Sales, use DAX: + +```dax +SalesForSelectedProducts = +VAR SelectedProducts = VALUES('Products'[ProductKey]) +RETURN +CALCULATE( + SUM('Sales'[Amount]), + TREATAS(SelectedProducts, 'ProductBridge'[ProductKey]) +) +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Relationship Data Types Must Match](xref:kb.bpa-relationship-same-datatype) - Ensuring relationship integrity + +## Learn More + +- [Many-to-Many Relationships in Power BI](https://learn.microsoft.com/power-bi/transform-model/desktop-many-to-many-relationships) +- [Relationship Cross-Filtering](https://learn.microsoft.com/power-bi/transform-model/desktop-relationships-understand) +- [DAX CROSSFILTER Function](https://dax.guide/crossfilter/) +- [DAX TREATAS Function](https://dax.guide/treatas) diff --git a/content/kb/bpa-perspectives-no-objects.md b/content/kb/bpa-perspectives-no-objects.md new file mode 100644 index 00000000..13772524 --- /dev/null +++ b/content/kb/bpa-perspectives-no-objects.md @@ -0,0 +1,89 @@ +--- +uid: kb.bpa-perspectives-no-objects +title: Perspectives Should Contain Objects +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule for removing empty perspectives that contain no visible objects. +--- + +# Perspectives Should Contain Objects + +## Overview + +This best practice rule identifies perspectives that don't contain any visible tables. Empty perspectives serve no purpose and should be removed. + +- Category: Maintenance +- Severity: Low (1) + +## Applies To + +- Perspectives + +## Why This Matters + +- **User confusion**: Empty perspectives appear in client tools but show no data + +## When This Rule Triggers + +The rule triggers when a perspective has no visible tables: + +```csharp +Model.Tables.Any(InPerspective[current.Name]) == false +``` + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix that deletes the empty perspective: + +```csharp +Delete() +``` + +To apply: +1. Run the **Best Practice Analyzer** +2. Select the empty perspectives +3. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, expand the **Perspectives** node +2. Right-click the empty perspective +3. Select **Delete** + +## Common Causes + +### Cause 1: Removed All Tables + +All tables removed from perspective without deleting it. + +### Cause 2: Incomplete Configuration + +Perspective created during design but never populated. + +## Example + +### Before Fix + +``` +Perspectives: + - Sales (contains: Sales, Customer, Product tables) ✓ + - Marketing (contains: NO TABLES) ✗ +``` + +### After Fix + +``` +Perspectives: + - Sales (contains: Sales, Customer, Product tables) ✓ +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Learn More + +- [Perspectives in Tabular Models](https://learn.microsoft.com/analysis-services/tabular-models/perspectives-ssas-tabular) + diff --git a/content/kb/bpa-powerbi-latest-compatibility.md b/content/kb/bpa-powerbi-latest-compatibility.md new file mode 100644 index 00000000..bb97ccb7 --- /dev/null +++ b/content/kb/bpa-powerbi-latest-compatibility.md @@ -0,0 +1,86 @@ +--- +uid: kb.bpa-powerbi-latest-compatibility +title: Use Latest Compatibility Level for Power BI Models +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring Power BI models use the latest compatibility level for optimal features and performance. +--- + +# Use Latest Compatibility Level for Power BI Models + +## Overview + +This rule identifies Power BI models not using the latest available compatibility level. Using the latest level ensures access to newest features, performance optimizations, and bug fixes. + +- Category: Governance +- Severity: High (3) + +## Applies To + +- Model (Power BI semantic models only) + +## Why This Matters + +- **Missing features**: New DAX functions and model capabilities unavailable +- **Future compatibility**: Easier upgrades when using recent levels + +## When This Rule Triggers + +For Power BI models, triggers when compatibility level is below current maximum: + +```csharp +Model.Database.CompatibilityMode=="PowerBI" +and Model.Database.CompatibilityLevel<>[CurrentMaxLevel] +``` + +## How to Fix + +### Automatic Fix + +The best practice rule includes an automatic fix that sets the Compatability Level to the highest avaliable that exist on the current installation of Tabular Editor 3. If you have an older version of Tabular Editor 3 installed you should update your installation. + +```csharp +Model.Database.CompatibilityLevel = [PowerBIMaxCompatibilityLevel] +``` + +### Manual Fix + +1. In Tabular Editor, go to **Model** properties +2. Set **Compatibility Level** to the latest version +3. Test all DAX expressions and features +4. Deploy to Power BI Service + +## Common Causes + +### Cause 1: Model Created in Power BI Desktop + +Model created with in Power BI Desktop does not necesarily have the latest Compatability Level. + +### Cause 2: Model Created at Lower Level + +Model created with older version of Power BI Desktop. + +### Cause 3: Conservative Approach + +Team policy to delay upgrades. + +## Example + +### Before Fix + +``` +Model Compatibility Level: 1500 +Current Maximum Level: 1700 +``` + +### After Fix + +``` +Model Compatibility Level: 1700 (Latest) +``` + +Access to new features like enhanced calculation groups and field parameters. + +## Compatibility Level + +This rule applies to Power BI models at all compatibility levels. \ No newline at end of file diff --git a/content/kb/bpa-relationship-same-datatype.md b/content/kb/bpa-relationship-same-datatype.md new file mode 100644 index 00000000..fb3263fd --- /dev/null +++ b/content/kb/bpa-relationship-same-datatype.md @@ -0,0 +1,92 @@ +--- +uid: kb.bpa-relationship-same-datatype +title: Relationship Columns Must Have Same Data Type +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring relationships connect columns with matching data types to prevent errors and performance issues. +--- + +# Relationship Columns Must Have Same Data Type + +## Overview + +This best practice rule identifies relationships where the connected columns have mismatched data types. Both columns in a relationship must share the same data type to ensure proper filtering, prevent errors, and maintain optimal query performance. + +- Category: Error Prevention + +- Severity: High (3) + +## Applies To + +- Relationships + +## Why This Matters + +Relationships with mismatched data types cause serious problems: + +- **Model validation errors**: The model may fail to save or deploy +- **Relationship creation failures**: Power BI and Analysis Services may reject the relationship +- **Implicit conversions**: Expensive data type conversions on every query +- **Incorrect results**: Type coercion leads to unexpected filtering behavior +- **Performance degradation**: Converting data types during queries slows execution +- **Memory overhead**: Additional memory required for conversion buffers + +## When This Rule Triggers + +The rule triggers when: + +```csharp +FromColumn.DataType != ToColumn.DataType +``` + +This detects relationships connecting columns with different data types. + +## How to Fix + +### Manual Fix + +1. Identify which column should change data type +2. Change the data type in **Power Query**, in the underlying data source or in the model +3. Delete the existing relationship +4. Create a new relationship between the corrected columns +5. Verify filtering works correctly + +## Common Causes + +### Cause 1: Inconsistent Data Type Choices + +Different data types chosen for the same logical key during import or table creation. + +### Cause 2: Source System Differences + +Foreign keys imported from different source systems with different type conventions. + +### Cause 3: DateTime vs Date Mismatch + +Fact tables using DateTime columns while date dimensions use Date type. + +## Example + +### Before Fix + +``` +Relationship: Sales[CustomerID] (Int64) → Customers[CustomerID] (String) +``` + +**Error**: Relationship fails validation or creates performance issues with implicit conversion + +### After Fix + +``` +Relationship: Sales[CustomerID] (Int64) → Customers[CustomerID] (Int64) +``` + +**Result**: Relationship works efficiently with no type conversion overhead + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Many-to-Many Relationships Should Use Single Direction](xref:kb.bpa-many-to-many-single-direction) - Relationship performance optimization diff --git a/content/kb/bpa-remove-auto-date-table.md b/content/kb/bpa-remove-auto-date-table.md new file mode 100644 index 00000000..91451c32 --- /dev/null +++ b/content/kb/bpa-remove-auto-date-table.md @@ -0,0 +1,106 @@ +--- +uid: kb.bpa-remove-auto-date-table +title: Remove Auto Date Tables +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule to identify and remove automatically generated date tables that increase model size and reduce performance. +--- + +# Remove Auto Date Tables + +## Overview + +This best practice rule identifies automatically generated date tables created by Power BI Desktop. These auto-generated tables (`DateTableTemplate_` and `LocalDateTable_`) should be removed in favor of a single, explicit date table to optimize model size and performance. + +- Category: Performance + +- Severity: Medium (2) + +## Applies To + +- Tables +- Calculated Tables + +## Why This Matters + +Power BI automatically creates hidden date tables for every date/datetime column when "Auto Date/Time" is enabled. This causes issues: + +- **Increased model size**: Each auto-generated table adds unnecessary data +- **Memory overhead**: Multiple date tables consume more memory than one shared table +- **Slower refresh**: Additional tables increase refresh duration + +A single, well-designed date table is far more efficient and maintainable. + +## When This Rule Triggers + +The rule triggers when it finds calculated tables with names that: + +- Start with `"DateTableTemplate_"`, or +- Start with `"LocalDateTable_"` + +These prefixes indicate Power BI's automatically generated date tables. + +## How to Fix + +### Manual Fix + +1. Disable **Auto Date/Time** in Power BI Desktop (**File** > **Options** > **Data Load**) +2. Create a dedicated date table. +3. Mark it as a date table and create relationships to fact tables +4. In **TOM Explorer**, delete tables starting with `DateTableTemplate_` or `LocalDateTable_` +5. Verify custom date table relationships work correctly + +## Common Causes + +### Cause 1: Auto Date/Time Feature Enabled + +Power BI Desktop's "Auto Date/Time" feature automatically creates these tables. + +### Cause 2: Migrated Models + +Models created with auto tables enabled and never cleaned up. + +### Cause 3: Default Settings + +New models use default settings which enable auto date tables. + +## Example + +### Before Fix + +``` +Tables: + - Sales + - LocalDateTable_OrderDate (hidden, auto-generated) + - LocalDateTable_ShipDate (hidden, auto-generated) + - Products + - LocalDateTable_ReleaseDate (hidden, auto-generated) +``` + +**Result**: Multiple hidden tables inflate model size + +### After Fix + +``` +Tables: + - Sales + - Products + - DateTable (explicit, marked as date table) + -> Relationships to Sales[OrderDate], Sales[ShipDate], Products[ReleaseDate] +``` + +**Result**: Single efficient date table serves all date relationships + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Date Table Should Exist](xref:kb.bpa-date-table-exists) - Ensuring a proper date table is present + +## Learn More + +- [Disable Auto Date/Time in Power BI](https://learn.microsoft.com/power-bi/guidance/auto-date-time) +- [Create Date Tables](https://learn.microsoft.com/power-bi/guidance/model-date-tables) +- [Date Table Best Practices](https://www.sqlbi.com/articles/creating-a-simple-date-table-in-dax/) diff --git a/content/kb/bpa-remove-unused-data-sources.md b/content/kb/bpa-remove-unused-data-sources.md new file mode 100644 index 00000000..d5b82ed4 --- /dev/null +++ b/content/kb/bpa-remove-unused-data-sources.md @@ -0,0 +1,117 @@ +--- +uid: kb.bpa-remove-unused-data-sources +title: Remove Unused Data Sources +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule for removing orphaned data sources to reduce model complexity and improve maintainability. +--- + +# Remove Unused Data Sources + +## Overview + +This best practice rule identifies data sources that are not referenced by any partitions or table expressions. Removing unused data sources reduces model complexity, improves maintainability, and prevents confusion. + +- Category: Maintenance +- Severity: Low (1) + +## Applies To + +- Provider Data Sources +- Structured Data Sources + +## Why This Matters + +Unused data sources create unnecessary overhead: + +- **Maintenance burden**: Credentials and connection strings must be maintained for unused connections +- **Security concerns**: Unnecessary connection strings may expose sensitive information +- **Model complexity**: Extra objects clutter the data source list +- **Confusion**: Developers may mistakenly use obsolete data sources +- **Deployment issues**: Unused data sources may reference systems that no longer exist +- **Documentation overhead**: Extra objects require explanation in model documentation + +Unused data sources typically result from: +- Refactoring partitions to use different sources +- Consolidating multiple sources into one +- Removing tables without cleaning up their data sources +- Testing alternative connection methods + +## When This Rule Triggers + +The rule triggers when a data source meets all these conditions: + +```csharp +UsedByPartitions.Count() == 0 +and not Model.Tables.Any(SourceExpression.Contains(OuterIt.Name)) +and not Model.AllPartitions.Any(Query.Contains(OuterIt.Name)) +``` + +In other words: +1. No partitions directly reference the data source +2. No table source expressions (M queries) reference the data source by name +3. No partition queries contain the data source name + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix that deletes the unused data source: + +```csharp +Delete() +``` + +To apply: +1. In the **Best Practice Analyzer** select flagged objects +3. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, expand the **Data Sources** node +2. Right-click the unused data source +3. Select **Delete** +4. Confirm the deletion + +### Before Deleting + +Verify the data source is truly unused: +- Check all partitions in all tables +- Search M expressions for references to the data source name +- Review custom expressions and calculated tables +- Ensure no documentation references the connection + +## Example + +### Before Fix + +``` +Data Sources: + - SQLServer_Production (Provider, used by Sales partition) + - SQLServer_Staging (Provider, NOT USED) ← Remove + - AzureSQL_Archive (Structured, NOT USED) ← Remove + - PowerQuery_Web (Structured, used by Product partition) +``` + +### After Fix + +``` +Data Sources: + - SQLServer_Production (Provider, used by Sales partition) + - PowerQuery_Web (Structured, used by Product partition) +``` + +**Result**: Simpler model with only necessary data sources + +## False Positives + +The rule may flag data sources that are: +- Referenced through dynamic M expressions using variables +- Used in commented-out partition queries +- Referenced by name in annotations or descriptions + +**Solution**: Manually verify before deleting; add comments or annotations if the data source should be kept for documentation purposes. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. \ No newline at end of file diff --git a/content/kb/bpa-set-isavailableinmdx-false.md b/content/kb/bpa-set-isavailableinmdx-false.md new file mode 100644 index 00000000..80f4c327 --- /dev/null +++ b/content/kb/bpa-set-isavailableinmdx-false.md @@ -0,0 +1,91 @@ +--- +uid: kb.bpa-set-isavailableinmdx-false +title: Set IsAvailableInMDX to False +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule to optimize performance by disabling MDX access for hidden columns that are not used in relationships or hierarchies. +--- + +# Set IsAvailableInMDX to False + +## Overview + +This best practice rule identifies hidden columns that have the `IsAvailableInMDX` property set to `true` but don't need to be accessible through MDX queries. Setting this property to `false` for unused hidden columns can improve query performance and reduce memory overhead. + +- Category: Performance +- Severity: Medium (2) + +## Applies To + +- Data Columns +- Calculated Columns +- Calculated Table Columns + +## Why This Matters + +When a column has `IsAvailableInMDX` set to `true`, the Analysis Services engine maintains additional metadata and structures to support MDX queries against that column. For hidden columns that aren't used in relationships, hierarchies, variations, calendars, or as sort-by columns, this overhead is unnecessary and can: + +- Increase memory consumption +- Slow down query processing +- Add complexity to the model metadata + +By explicitly setting `IsAvailableInMDX` to `false` for these columns, you optimize the model for DAX-only scenarios, which is the primary query language for Power BI and modern Analysis Services models. + +## When This Rule Triggers + +The rule triggers when all of the following conditions are met: + +1. The column has `IsAvailableInMDX = true` +2. The column is hidden (or its table is hidden) +3. The column is NOT used in any `SortBy` relationships +4. The column is NOT used in any hierarchies +5. The column is NOT used in any variations +6. The column is NOT used in any calendars +7. The column is NOT serving as a `SortByColumn` for another column + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix expression. When you apply the fix in the Best Practice Analyzer: + +```csharp +IsAvailableInMDX = false +``` +To apply: +1. In the **Best Practice Analyzer** select flagged objects +3. Click **Apply Fix** + +### Manual Fix + +1. In the **TOM Explorer**, locate the flagged column +2. In the **Properties** pane, find the `IsAvailableInMDX` property +3. Set the value to `false` +4. Save your changes + +## Example + +Consider a hidden calculated column used only for intermediate calculations: + +```dax +_TempCalculation = +CALCULATE( + SUM('Sales'[Amount]), + ALLEXCEPT('Sales', 'Sales'[ProductKey]) +) +``` + +If this column is: +- Hidden from client tools +- Not used in any hierarchies or relationships +- Not referenced by sort operations + +Then setting `IsAvailableInMDX = false` is recommended for optimal performance. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Set IsAvailableInMDX to True When Necessary](xref:kb.bpa-set-isavailableinmdx-true-necessary) - The complementary rule ensuring columns that need MDX access have it enabled diff --git a/content/kb/bpa-set-isavailableinmdx-true-necessary.md b/content/kb/bpa-set-isavailableinmdx-true-necessary.md new file mode 100644 index 00000000..5c3062cc --- /dev/null +++ b/content/kb/bpa-set-isavailableinmdx-true-necessary.md @@ -0,0 +1,144 @@ +--- +uid: kb.bpa-set-isavailableinmdx-true-necessary +title: Set IsAvailableInMDX to True When Necessary +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule preventing query errors by ensuring columns used in hierarchies and relationships have MDX availability enabled. +--- + +# Set IsAvailableInMDX to True When Necessary + +## Overview + +This best practice rule identifies columns that have `IsAvailableInMDX` set to `false` but are actually used in scenarios requiring MDX access. These columns must have MDX availability enabled to function correctly in hierarchies, relationships, and sort operations. + +- Category: Error Prevention +- Severity: High (3) + +## Applies To + +- Data Columns +- Calculated Columns +- Calculated Table Columns + +## Why This Matters + +When a column is used in certain model structures, the Analysis Services engine requires MDX access to that column. Disabling MDX access for columns that need it causes: + +- **Query failures**: Hierarchies and sort operations fail with errors +- **Broken visualizations**: Charts and tables using affected hierarchies display errors +- **Relationship problems**: MDX queries against relationships may fail +- **Calendar/variation errors**: Time intelligence features break +- **Unpredictable behavior**: Some queries work while others fail depending on client tool + +Columns need `IsAvailableInMDX = true` when they are: +- Used in hierarchies as levels +- Referenced as sort-by columns +- Used in variations (alternate hierarchies) +- Part of calendar definitions +- Serving as sort-by targets for other columns + +## When This Rule Triggers + +The rule triggers when a column has `IsAvailableInMDX = false` AND any of these conditions are true: + +```csharp +IsAvailableInMDX = false +and +( + UsedInSortBy.Any() + or + UsedInHierarchies.Any() + or + UsedInVariations.Any() + or + UsedInCalendars.Any() + or + SortByColumn != null +) +``` + +The rule checks these dependency collections: + +| Property | Description | Example Usage | +|----------|-------------|---------------| +| `UsedInHierarchies` | Hierarchies where column is a level | Product hierarchy levels | +| `UsedInSortBy` | Columns using this as sort key | Month names sorted by month number | +| `UsedInVariations` | Alternate hierarchies using column | Product variations | +| `UsedInCalendars` | Calendar metadata references | Date table calendar definitions | +| `SortByColumn` | Column sorts by another column | This column has a sort-by reference | + +## How to Fix + +### Automatic Fix + +This rule includes an automatic fix: + +```csharp +IsAvailableInMDX = true +``` + +To apply: +1. In the **Best Practice Analyzer** select flagged objects +3. Click **Apply Fix** + +### Manual Fix + +1. In **TOM Explorer**, locate the flagged column +2. In **Properties** pane, find `IsAvailableInMDX` +3. Set the value to `true` +4. Save and test affected hierarchies/sorts + +## Common Scenarios + +### Scenario 1: Hierarchy Level Column + +**Problem**: A column used as a hierarchy level has MDX disabled + +```dax +Hierarchy: Geography + Levels: + - Country + - State (IsAvailableInMDX = false) ← Problem + - City +``` + +**Error**: "The hierarchy 'Geography' cannot be used because one of its levels is not available in MDX." + +**Solution**: Set `State[IsAvailableInMDX] = true` + +### Scenario 2: Sort-By Column + +**Problem**: A column serving as a sort-by target has MDX disabled + +``` +Month Name column: + - SortByColumn = MonthNumber + - MonthNumber.IsAvailableInMDX = false ← Problem +``` + +**Error**: Months display in alphabetical order instead of calendar order + +**Solution**: Set `MonthNumber[IsAvailableInMDX] = true` + +### Scenario 3: Calendar Definition + +**Problem**: A date column used in calendar metadata has MDX disabled + +``` +DateTable: + - Calendar uses DateKey column + - DateKey.IsAvailableInMDX = false ← Problem +``` + +**Error**: Time intelligence functions fail + +**Solution**: Set `DateKey[IsAvailableInMDX] = true` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Set IsAvailableInMDX to False](xref:kb.bpa-set-isavailableinmdx-false) - The complementary optimization rule diff --git a/content/kb/bpa-specify-application-name.md b/content/kb/bpa-specify-application-name.md new file mode 100644 index 00000000..50dbf82b --- /dev/null +++ b/content/kb/bpa-specify-application-name.md @@ -0,0 +1,70 @@ +--- +uid: kb.bpa-specify-application-name +title: Specify Application Name in Connection Strings +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule for including application name in SQL Server connection strings to enable monitoring and troubleshooting. +--- + +# Specify Application Name in Connection Strings + +## Overview + +This rule identifies SQL Server provider data sources that lack an Application Name parameter in their connection strings. Including the application name enables better monitoring and troubleshooting. + +- Category: Performance +- Severity: Low (1) + +## Applies To + +- Provider Data Sources + +## Why This Matters + +- **Query tracking**: DBAs can identify which application generated queries +- **Performance monitoring**: Isolate tabular model queries for analysis +- **Troubleshooting**: Quickly identify source of problem queries +- **Auditing**: Track data access by application + +## When This Rule Triggers + +This rule triggers when a data source meets both of these conditions: + +1. The connection string uses a SQL Server provider (contains `SQLNCLI`, `SQLOLEDB`, or `MSOLEDBSQL`) +2. The connection string does NOT include an `Application Name` parameter + +In other words, the rule identifies SQL Server connections that are missing the application name identifier. + +## How to Fix + +### Manual Fix + +Add Application Name to your connection string: + +``` +Provider=MSOLEDBSQL;Data Source=ServerName;Initial Catalog=DatabaseName;Application Name=Tabular Editor;Integrated Security=SSPI; +``` + +## Example + +### Before Fix + +``` +Provider=MSOLEDBSQL;Data Source=localhost;Initial Catalog=AdventureWorks; +``` + +### After Fix + +``` +Provider=MSOLEDBSQL;Data Source=localhost;Initial Catalog=AdventureWorks;Application Name=Sales Model; +``` + +Result: Queries now identifiable in SQL Server monitoring tools. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Remove Unused Data Sources](xref:kb.bpa-remove-unused-data-sources) - Data source maintenance diff --git a/content/kb/bpa-translate-descriptions.md b/content/kb/bpa-translate-descriptions.md new file mode 100644 index 00000000..24a01fb4 --- /dev/null +++ b/content/kb/bpa-translate-descriptions.md @@ -0,0 +1,99 @@ +--- +uid: kb.bpa-translate-descriptions +title: Translate Descriptions for All Cultures +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring object descriptions are translated for all defined cultures. +--- + +# Translate Descriptions for All Cultures + +## Overview + +This rule identifies objects with descriptions that lack translations for one or more cultures. + +- Category: Model Layout +- Severity: Low (1) + +## Applies To + +- Model +- Tables +- Measures +- Hierarchies +- Levels +- Perspectives +- Data Columns +- Calculated Columns +- Calculated Tables +- Calculated Table Columns + +## Why This Matters + +- **Incomplete localization**: Descriptions display in default language only +- **Inconsistent help text**: Users see mix of languages +- **User confusion**: Documentation appears incomplete +- **Professional appearance**: Missing translations reduce model quality + +## When This Rule Triggers + +```csharp +not string.IsNullOrEmpty(Description) +and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedDescriptions[it])) +``` +This rule triggers when an object meets both of these conditions: + +1. The object has a description (not empty) +2. At least one culture in the model is missing a translation for that description + +In other words, if you have descriptions and multiple cultures defined, all descriptions should be translated for all cultures. + + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the object +2. In **Properties** pane, expand **Translated Descriptions** +3. Enter translation for each culture + +## Common Causes + +### Cause 1: New Descriptions Added + +Descriptions created without translations. + +### Cause 2: Culture Added Later + +Culture added after descriptions were written. + +### Cause 3: Incomplete Translation + +Translation process didn't cover descriptions. + +## Example + +### Before Fix + +``` +Measure: [Total Revenue] +Description (English): "Sum of all revenue" +Description (Spanish): (missing) +``` + +### After Fix + +``` +Measure: [Total Revenue] +Description (English): "Sum of all revenue" +Description (Spanish): "Suma de todos los ingresos" +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names +- [Translate Display Folders](xref:kb.bpa-translate-display-folders) - Translating display folders diff --git a/content/kb/bpa-translate-display-folders.md b/content/kb/bpa-translate-display-folders.md new file mode 100644 index 00000000..a8b7bb38 --- /dev/null +++ b/content/kb/bpa-translate-display-folders.md @@ -0,0 +1,104 @@ +--- +uid: kb.bpa-translate-display-folders +title: Translate Display Folders for All Cultures +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring display folders are translated for all defined cultures. +--- + +# Translate Display Folders for All Cultures + +## Overview + +This rule identifies visible objects with display folders that lack translations for one or more cultures. + +- Category: Model Layout +- Severity: Low (1) + +## Applies To + +- Measures +- Hierarchies +- Data Columns +- Calculated Columns +- Calculated Table Columns + +## Why This Matters + +- **Incomplete localization**: Display folders show in default language only +- **Inconsistent navigation**: Partially translated folder structure +- **User confusion**: Organization appears incomplete +- **Professional appearance**: Missing translations reduce model quality + +## When This Rule Triggers + +This rule triggers when an object meets all three of these conditions: + +1. The object is **visible** to end users (not hidden) +2. The object has a **display folder** assigned (organizing it into a folder structure) +3. At least one culture in the model is **missing a translation** for that display folder + +In plain language: visible objects that are organized in display folders should have those folder names translated for all cultures in your model. + +```csharp +IsVisible +and not string.IsNullOrEmpty(DisplayFolder) +and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedDisplayFolders[it])) +``` + +## How to Fix + +### Automatic Fix + +```csharp +TranslatedDisplayFolders.Reset() +``` + +Resets translations to use the default display folder. + +### Manual Fix + +1. Select object in **TOM Explorer** +2. Expand **Translated Display Folders** in properties +3. Enter translation for each culture + +## Common Causes + +### Cause 1: New Display Folders Added + +Display folders created without translations. + +### Cause 2: Culture Added Later + +Culture added after display folders were defined. + +### Cause 3: Incomplete Translation + +Translation workflow didn't cover display folders. + +## Example + +### Before Fix + +``` +Measure: [Total Sales] +Display Folder (English): "Sales Metrics" +Display Folder (French): (missing) +``` + +### After Fix + +``` +Measure: [Total Sales] +Display Folder (English): "Sales Metrics" +Display Folder (French): "Métriques de Vente" +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names +- [Translate Descriptions](xref:kb.bpa-translate-descriptions) - Translating descriptions diff --git a/content/kb/bpa-translate-hierarchy-levels.md b/content/kb/bpa-translate-hierarchy-levels.md new file mode 100644 index 00000000..63265dc2 --- /dev/null +++ b/content/kb/bpa-translate-hierarchy-levels.md @@ -0,0 +1,92 @@ +--- +uid: kb.bpa-translate-hierarchy-levels +title: Translate Hierarchy Level Names for All Cultures +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring hierarchy level names are translated for all defined cultures. +--- + +# Translate Hierarchy Level Names for All Cultures + +## Overview + +This rule identifies hierarchy levels in visible hierarchies that lack name translations for one or more cultures. + +- Category: Model Layout +- Severity: Low (1) + +## Applies To + +- Levels (within hierarchies) + +## Why This Matters + +- **Incomplete localization**: Level names display in default language only +- **Inconsistent experience**: Partially translated hierarchies +- **User confusion**: Navigation appears incomplete +- **Professional appearance**: Missing translations reduce quality + +## When This Rule Triggers + +This rule triggers when a hierarchy level meets both of these conditions: + +1. The hierarchy containing the level is **visible** to end users +2. At least one culture in the model is **missing a translation** for the level name + +That is if you have visible hierarchies with multiple cultures, all the level names within those hierarchies should be translated for each culture. + +```csharp +Hierarchy.IsVisible +and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedNames[it])) +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the level +2. In **Properties** pane, expand **Translated Names** +3. Enter translation for each culture + +## Common Causes + +### Cause 1: New Levels Added + +Levels created without translations. + +### Cause 2: Culture Added Later + +Culture added after hierarchy was created. + +### Cause 3: Incomplete Translation + +Translation process didn't cover all hierarchy levels. + +## Example + +### Before Fix + +``` +Hierarchy: Geography + Level: Country + English: "Country" + Spanish: (missing) +``` + +### After Fix + +``` +Hierarchy: Geography + Level: Country + English: "Country" + Spanish: "País" +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names +- [Translate Perspectives](xref:kb.bpa-translate-perspectives) - Translating perspective names diff --git a/content/kb/bpa-translate-perspectives.md b/content/kb/bpa-translate-perspectives.md new file mode 100644 index 00000000..8a14a954 --- /dev/null +++ b/content/kb/bpa-translate-perspectives.md @@ -0,0 +1,87 @@ +--- +uid: kb.bpa-translate-perspectives +title: Translate Perspective Names for All Cultures +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring perspective names are translated for all defined cultures. +--- + +# Translate Perspective Names for All Cultures + +## Overview + +This rule identifies model perspectives that lack name translations for one or more cultures. + +- Category: Model Layout +- Severity: Low (1) + +## Applies To + +- Model +- Perspectives + +## Why This Matters + +- **Incomplete localization**: Perspectives display in default language only +- **Inconsistent experience**: Mix of translated and untranslated perspective names +- **User confusion**: Expected language support not available +- **Professional appearance**: Incomplete translations reduce model quality + +## When This Rule Triggers + +This rule triggers when a perspective has: + +- At least one culture in the model that is **missing a translation** for the perspective name + +```csharp +Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedNames[it])) +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the perspective +2. In **Properties** pane, expand **Translated Names** +3. Enter translation for each culture + +## Common Causes + +### Cause 1: New Perspectives Added + +Perspectives created without translations. + +### Cause 2: Culture Added Later + +Culture added after perspectives were defined. + +### Cause 3: Incomplete Translation + +Translation workflow didn't cover perspectives. + +## Example + +### Before Fix + +``` +Perspective: "Sales Analysis" +English: "Sales Analysis" +German: (missing) +``` + +### After Fix + +``` +Perspective: "Sales Analysis" +English: "Sales Analysis" +German: "Vertriebsanalyse" +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Translate Visible Names](xref:kb.bpa-translate-visible-names) - Translating object names +- [Translate Descriptions](xref:kb.bpa-translate-descriptions) - Translating descriptions diff --git a/content/kb/bpa-translate-visible-names.md b/content/kb/bpa-translate-visible-names.md new file mode 100644 index 00000000..db2d51f6 --- /dev/null +++ b/content/kb/bpa-translate-visible-names.md @@ -0,0 +1,99 @@ +--- +uid: kb.bpa-translate-visible-names +title: Translate Visible Object Names for All Cultures +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring visible object names are translated for all defined cultures. +--- + +# Translate Visible Object Names for All Cultures + +## Overview + +This rule identifies visible objects whose names lack translations for one or more cultures defined in the model. + +- Category: Model Layout +- Severity: Low (1) + +## Applies To + +- Tables +- Measures +- Hierarchies +- Data Columns +- Calculated Columns +- Calculated Tables +- Calculated Table Columns + +## Why This Matters + +- **Incomplete localization**: Users in different cultures see untranslated names +- **Inconsistent experience**: Mix of translated and untranslated content +- **User confusion**: Expected language support not provided +- **Professional appearance**: Incomplete translations appear unpolished + +## When This Rule Triggers + +This rule triggers when an object meets both of these conditions: + +1. The object is **visible** to end users (not hidden) +2. At least one culture in the model is **missing a translation** for the object name + +In other words visible objects with multiple cultures defined should have their names translated for each culture. + +```csharp +IsVisible +and Model.Cultures.Any(string.IsNullOrEmpty(outerIt.TranslatedNames[it])) +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the object +2. In **Properties** pane, expand **Translated Names** +3. Enter translation for each culture +4. Save changes + +## Common Causes + +### Cause 1: New Objects Added + +New objects created without translations. + +### Cause 2: Culture Added Later + +Culture added to model after objects were created. + +### Cause 3: Incomplete Translation Process + +Translation workflow didn't cover all objects. + +## Example + +### Before Fix + +``` +Measure: [Total Sales] +English: "Total Sales" +Spanish: (missing) +French: (missing) +``` + +### After Fix + +``` +Measure: [Total Sales] +English: "Total Sales" +Spanish: "Total de Ventas" +French: "Total des Ventes" +``` + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Translate Perspectives](xref:kb.bpa-translate-perspectives) - Translating perspective names +- [Translate Descriptions](xref:kb.bpa-translate-descriptions) - Translating descriptions diff --git a/content/kb/bpa-trim-object-names.md b/content/kb/bpa-trim-object-names.md new file mode 100644 index 00000000..9318b2e1 --- /dev/null +++ b/content/kb/bpa-trim-object-names.md @@ -0,0 +1,103 @@ +--- +uid: kb.bpa-trim-object-names +title: Trim Leading and Trailing Spaces from Object Names +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule for removing leading and trailing spaces from object names to prevent confusion and referencing issues. +--- + +# Trim Leading and Trailing Spaces from Object Names + +## Overview + +This best practice rule identifies objects whose names contain leading or trailing spaces. These unnecessary spaces cause DAX referencing issues, display problems, and general confusion. + +- Category: **Naming Conventions** +- Severity: Low (1) + +## Applies To + +- Model +- Tables +- Measures +- Hierarchies +- Levels +- Perspectives +- Partitions +- Provider Data Sources +- Data Columns +- Calculated Columns +- Calculated Tables +- Calculated Table Columns +- Structured Data Sources +- Named Expressions +- Model Roles +- Calculation Groups +- Calculation Items + +## Why This Matters + +- **DAX syntax problems**: Extra spaces require careful bracket notation +- **Display inconsistency**: Objects appear misaligned in field lists +- **Search difficulties**: Users may not find objects when searching +- **Maintenance confusion**: Developers may create duplicates not noticing spaces + +## When This Rule Triggers + +The rule triggers when an object name starts or ends with a space: + +```csharp +Name.StartsWith(" ") or Name.EndsWith(" ") +``` + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, locate the object +2. Right-click and select **Rename** (or press F2) +3. Remove leading/trailing spaces +4. Press Enter to confirm + +## Common Causes + +### Cause 1: Accidental Spacebar Presses + +Accidental spacebar presses during naming. + +### Cause 2: Copy/Paste from External Sources + +Copy/paste from documents with formatting. + +### Cause 3: Dublicating objects + +When dublicating objects the name with have an added " copy" post-fixed. It is easy to miss deleting the space before "copy" + +## Example + +### Before Fix + +``` +Measures: + - Total Sales + - Total Sales (with spaces - appears different!) +``` + +DAX: `[ Total Sales]` - Which one? + +### After Fix + +``` +Measures: + - Total Sales (single consistent measure) +``` + +DAX: `[Total Sales]` - Unambiguous + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +## Related Rules + +- [Avoid Invalid Characters in Names](xref:kb.bpa-avoid-invalid-characters-names) - Related naming hygiene rule diff --git a/content/kb/bpa-visible-objects-no-description.md b/content/kb/bpa-visible-objects-no-description.md new file mode 100644 index 00000000..7685d2b2 --- /dev/null +++ b/content/kb/bpa-visible-objects-no-description.md @@ -0,0 +1,106 @@ +--- +uid: kb.bpa-visible-objects-no-description +title: Visible Objects Should Have Descriptions +author: Morten Lønskov +updated: 2026-01-09 +description: Best practice rule ensuring visible model objects have descriptions to improve discoverability and user experience. +--- + +# Visible Objects Should Have Descriptions + +## Overview + +This best practice rule identifies visible tables, columns, measures, calculation groups, and user-defined functions that lack descriptions. Adding descriptions improves model usability, documentation quality, and user experience. + +- Category: **Maintenance** + +- Severity: Low (1) + +## Applies To + +- Tables +- Calculated Tables +- Data Columns +- Calculated Columns +- Calculated Table Columns +- Measures +- Calculation Groups +- User-Defined Functions (Compatibility Level 1702+) + +## Why This Matters + +Descriptions provide critical context for model users: + +- **Improved discoverability**: Users understand field purpose before using them +- **Better self-service BI**: Business users can work independently with clear guidance +- **Reduced support burden**: Fewer questions about field definitions +- **Enhanced tooltips**: Power BI and Excel show descriptions in hover tooltips +- **Documentation foundation**: Descriptions form the basis for automated documentation +- **Governance and compliance**: Descriptions can include data lineage and business definitions +- **Useage by AI**: AI Agents can better infer the purpose of an object if it has a description. +Without descriptions, users guess at field meanings, leading to incorrect analysis and increased support requests. + +## When This Rule Triggers + +The rule triggers when an object is **visible** AND has an empty or whitespace-only description: + +```csharp +string.IsNullOrWhitespace(Description) +and +IsHidden == false +``` + +**Note**: Hidden objects are excluded because they are not meant for end-user consumption. + +## How to Fix + +### Manual Fix + +1. In **TOM Explorer**, select the object +2. In **Properties** pane, locate the **Description** field +3. Enter a clear, concise description +4. Save changes + +## Common Causes + +### Cause 1: Missing Documentation During Development + +Objects created without adding descriptions. + +### Cause 2: Rapid Prototyping + +Models built quickly without proper documentation. + +### Cause 3: Legacy Models + +Older models created before description standards were established. + +## Example + +### Before Fix + +``` +Measure: [Total Revenue] +Description: (empty) +``` + +**User experience**: Tooltip shows no information, users must guess measure purpose. + +### After Fix + +``` +Measure: [Total Revenue] +Description: "Total revenue excluding taxes and discounts. Calculated as SUM(Sales[UnitPrice] * Sales[Quantity]). Use for financial reporting." +``` + +**User experience**: Clear tooltip helps users understand and correctly use the measure. + +## Compatibility Level + +This rule applies to models with compatibility level **1200** and higher. + +User-Defined Function descriptions are validated at compatibility level **1702** and higher. + +## Related Rules + +- [Avoid Invalid Characters in Descriptions](xref:kb.bpa-avoid-invalid-characters-descriptions) - Ensuring description quality From 01107c5cc232d3a896273d59ef259b4aba411bd2 Mon Sep 17 00:00:00 2001 From: Daniel Otykier Date: Tue, 20 Jan 2026 14:37:06 +0100 Subject: [PATCH 13/21] User do/adv refresh3 (#247) * advanced refresh * documentation for advanced refresh --- .../images/advanced-refresh-edit-profile.png | Bin 0 -> 37118 bytes ...ced-refresh-incremental-effective-date.png | Bin 0 -> 63937 bytes .../assets/images/advanced-refresh-menu.png | Bin 0 -> 72440 bytes content/assets/images/advanced-refresh.png | Bin 0 -> 27236 bytes 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true + - product: Tabular Editor 3 + since: 3.25.0 + editions: + - edition: Desktop + full: true + - edition: Business + full: true + - edition: Enterprise + full: true +--- +# Advanced Refresh Dialog + +The **Advanced Refresh** dialog provides fine-grained control over data refresh operations, allowing you to configure refresh type, parallelism, incremental refresh settings, and override profiles. This is useful when you need more control than the standard refresh menu options provide. + +To open the Advanced Refresh dialog, go to **Model > Refresh model > Advanced...** or use the keyboard shortcut **Ctrl+Shift+F5**. + +![Advanced Refresh Menu](~/content/assets/images/advanced-refresh-menu.png) + +## Refresh scope + +The refresh scope indicates which objects will be refreshed. The scope depends on what is selected in the TOM Explorer when you open the dialog: + +- **Entire model**: When no specific tables or partitions are selected +- **Selected tables**: When one or more tables are selected +- **Selected partitions**: When one or more partitions are selected + +## General Settings + +![Advanced Refresh Dialog](~/content/assets/images/advanced-refresh.png) + +### Refresh Type + +The **Refresh Type** dropdown lets you choose the type of refresh operation to perform. Available options depend on the refresh scope: + +| Refresh Type | Description | Availability | +|--------------|-------------|--------------| +| **Automatic** | Lets Analysis Services determine the optimal refresh type based on the current state of objects | All scopes | +| **Full** | Drops all data and reloads from the data source, then recalculates all dependent objects | All scopes | +| **Clear** | Drops all data from the selected objects without reloading | All scopes | +| **DataOnly** | Loads data from the data source without recalculating dependent objects | All scopes | +| **Calculate** | Recalculates the selected objects and all their dependents without reloading data | All scopes | +| **Defrag** | Defragments the dictionaries for all columns in the scope | Model and table scope only | +| **Add** | Adds new data to partitions without processing existing data | Partition scope only | + +### Max Parallelism + +The **Max Parallelism** setting controls how many objects can be processed simultaneously during the refresh operation. A value of **0** means unlimited parallelism, allowing Analysis Services to process as many objects in parallel as resources permit. Set a specific value to limit parallel operations, which can be useful when you want to reduce resource consumption on the server. + +## Incremental Refresh Settings + +![Incremental Refresh Settings](~/content/assets/images/advanced-refresh-incremental-effective-date.png) + +The **Incremental Refresh Settings** section appears when the refresh scope includes at least one table with an [incremental refresh policy](xref:incremental-refresh-about) configured. This section is not available at partition scope. + +- **Apply Refresh Policy**: When checked, the refresh operation will honor the incremental refresh policy defined on the table(s), creating and managing partitions according to the policy's rolling window settings. +- **Effective Date**: Specifies the date to use when evaluating the incremental refresh policy. By default, this is the current date, but you can select a different date to simulate how the refresh would behave at a different point in time. This is useful for testing incremental refresh configurations. + +## Refresh Override Settings + +Refresh overrides allow you to temporarily modify certain properties for the duration of a refresh operation without changing the actual model metadata. This eliminates the risk of accidentally leaving temporary modifications in your model. + +### Use cases for refresh overrides + +- **Limiting data during development**: Override partition queries to load only a subset of rows (e.g., using TOP or WHERE clauses), speeding up refresh operations while developing and testing +- **Refreshing from alternative sources**: Load data from a test or development database instead of the production source configured in the model +- **Testing with modified expressions**: Override shared expressions (M parameters) to test different configurations + +### Override profiles + +Override profiles store named configurations of TMSL overrides that you can reuse across refresh operations. + +![Override Profile Editor](~/content/assets/images/advanced-refresh-edit-profile.png) + +- **New...**: Creates a new override profile. You provide a profile name and the TMSL definition specifying the overrides. +- **Edit...**: Modifies the selected override profile. +- **Delete**: Removes the selected override profile. + +The TMSL definition follows the [TMSL refresh command specification](https://learn.microsoft.com/en-us/analysis-services/tmsl/refresh-command-tmsl?view=asallproducts-allversions), allowing you to override properties on: + +- Data sources +- Shared expressions +- Partitions +- Data columns + +### Profile storage + +Override profiles are stored per-model in the `UserOptions.tmuo` file. When working with model metadata saved on disk, the `.tmuo` file is stored alongside the model files. When connected directly to a model through the XMLA endpoint, the `.tmuo` files are stored under `%LocalAppData%\TabularEditor3\UserOptions`. + +## Export TMSL script + +The **Export TMSL script...** button opens a dialog where you can view and copy the generated TMSL refresh command. This is useful when you want to: + +- Execute the refresh command through other tools (such as SQL Server Management Studio) +- Include the refresh command in automation scripts or CI/CD pipelines +- Review the exact TMSL that will be sent to Analysis Services \ No newline at end of file diff --git a/content/features/toc.md b/content/features/toc.md index b9bedcc8..e16805db 100644 --- a/content/features/toc.md +++ b/content/features/toc.md @@ -56,6 +56,7 @@ ## @tmdl ## @save-to-folder ## @save-with-supporting-files +## @advanced-refresh # Command Line and Integration ## @command-line-options \ No newline at end of file From 42f9b80d26cc32bf51f4a6f2110bf4b2123a88be Mon Sep 17 00:00:00 2001 From: Daniel Otykier Date: Tue, 20 Jan 2026 14:48:48 +0100 Subject: [PATCH 14/21] fix build issues --- .../{Application Language.md => application-language.md} | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) rename content/references/{Application Language.md => application-language.md} (97%) diff --git a/content/references/Application Language.md b/content/references/application-language.md similarity index 97% rename from content/references/Application Language.md rename to content/references/application-language.md index 9568e42c..60cd8756 100644 --- a/content/references/Application Language.md +++ b/content/references/application-language.md @@ -97,5 +97,5 @@ If you find incorrect translations or missing text: ## See Also -- [Preferences](xref:preferences-index) -- [User Interface Overview](xref:ui-overview) +- [Preferences](xref:preferences) +- [User Interface Overview](xref:user-interface) From 324bb485a340b7001e74ca07cf12f5334503b721 Mon Sep 17 00:00:00 2001 From: Daniel Otykier Date: Tue, 20 Jan 2026 23:11:31 +0100 Subject: [PATCH 15/21] updates --- content/features/advanced-refresh.md | 3 + content/features/refresh-overrides.md | 314 ++++++++++++++++++++++++++ content/features/toc.md | 1 + 3 files changed, 318 insertions(+) create mode 100644 content/features/refresh-overrides.md diff --git a/content/features/advanced-refresh.md b/content/features/advanced-refresh.md index ada83b0e..d37114c6 100644 --- a/content/features/advanced-refresh.md +++ b/content/features/advanced-refresh.md @@ -91,6 +91,9 @@ The TMSL definition follows the [TMSL refresh command specification](https://lea - Partitions - Data columns +> [!TIP] +> See [Refresh Override Profiles](xref:refresh-overrides) for detailed examples and TMSL code snippets you can use as starting points for your own override profiles. + ### Profile storage Override profiles are stored per-model in the `UserOptions.tmuo` file. When working with model metadata saved on disk, the `.tmuo` file is stored alongside the model files. When connected directly to a model through the XMLA endpoint, the `.tmuo` files are stored under `%LocalAppData%\TabularEditor3\UserOptions`. diff --git a/content/features/refresh-overrides.md b/content/features/refresh-overrides.md new file mode 100644 index 00000000..ff2e75df --- /dev/null +++ b/content/features/refresh-overrides.md @@ -0,0 +1,314 @@ +--- +uid: refresh-overrides +title: Refresh Override Profiles +author: Daniel Otykier +updated: 2026-01-20 +applies_to: + products: + - product: Tabular Editor 2 + none: true + - product: Tabular Editor 3 + since: 3.25.0 + editions: + - edition: Desktop + full: true + - edition: Business + full: true + - edition: Enterprise + full: true +--- +# Refresh Override Profiles + +Refresh override profiles allow you to temporarily modify certain model properties during a refresh operation without changing the actual model metadata. This is configured through the [Advanced Refresh dialog](xref:advanced-refresh). + +## Why use refresh overrides? + +When developing and testing semantic models, you often need to refresh data with different configurations than what's defined in the model metadata. Common scenarios include: + +- **Loading a subset of data** to speed up development refresh operations +- **Connecting to a different data source** (e.g., a development or test database) +- **Testing with different parameter values** before committing changes to the model + +Without refresh overrides, you would need to temporarily modify the model metadata, perform the refresh, and then remember to revert the changes. This approach is error-prone—it's easy to forget to revert a change, potentially resulting in incorrect metadata being deployed to production. + +Refresh overrides solve this problem by keeping temporary refresh configurations separate from the model metadata. + +## Override profile structure + +Override profiles use JSON that follows the [TMSL refresh command specification](https://learn.microsoft.com/en-us/analysis-services/tmsl/refresh-command-tmsl?view=asallproducts-allversions). The JSON is an array of override objects, where each object can contain one or more of the following: + +- `scope` - Limit the override to a specific table or partition (optional) +- `dataSources` - Override data source connection properties +- `expressions` - Override shared expressions (M parameters) +- `partitions` - Override partition source queries +- `columns` - Override column source mappings (DataColumns only) + +Each override within `dataSources`, `expressions`, `partitions`, or `columns` must include an `originalObject` property that identifies which model object to override. + +### Override scope + +By default, overrides apply globally to the refresh operation. However, you can use the `scope` property to limit an override to only affect a specific table or partition. This is useful when you want to refresh the entire model but need specific tables to source data differently than what's configured in the model metadata. + +The `scope` object can contain: +- `database` - The database name +- `table` - The table name (applies override only when refreshing this table) +- `partition` - The partition name (applies override only when refreshing this partition) + +## Examples + +Below are examples you can copy directly into a new override profile and modify for your needs. + +### Limiting rows with a SQL query override + +This example overrides a partition to load only the top 10,000 rows, useful for faster refresh during development: + +```json +[ + { + "partitions": [ + { + "originalObject": { + "database": "AdventureWorks", + "table": "FactInternetSales", + "partition": "FactInternetSales" + }, + "source": { + "query": "SELECT TOP 10000 * FROM [dbo].[FactInternetSales]" + } + } + ] + } +] +``` + +### Filtering data by date range + +Load only recent data by adding a WHERE clause: + +```json +[ + { + "partitions": [ + { + "originalObject": { + "database": "AdventureWorks", + "table": "FactInternetSales", + "partition": "FactInternetSales" + }, + "source": { + "query": "SELECT * FROM [dbo].[FactInternetSales] WHERE OrderDate >= '2024-01-01'" + } + } + ] + } +] +``` + +### Overriding multiple partitions + +You can override multiple partitions in a single profile: + +```json +[ + { + "partitions": [ + { + "originalObject": { + "database": "AdventureWorks", + "table": "FactInternetSales", + "partition": "FactInternetSales" + }, + "source": { + "query": "SELECT TOP 1000 * FROM [dbo].[FactInternetSales]" + } + }, + { + "originalObject": { + "database": "AdventureWorks", + "table": "FactResellerSales", + "partition": "FactResellerSales" + }, + "source": { + "query": "SELECT TOP 1000 * FROM [dbo].[FactResellerSales]" + } + } + ] + } +] +``` + +### Overriding a data source connection string + +Connect to a different server or database during refresh: + +```json +[ + { + "dataSources": [ + { + "originalObject": { + "database": "AdventureWorks", + "dataSource": "SqlServer localhost AdventureWorksDW" + }, + "connectionString": "Data Source=devserver;Initial Catalog=AdventureWorksDW_Dev;Integrated Security=True" + } + ] + } +] +``` + +### Overriding a shared expression (M parameter) + +Override an M parameter value, such as a server name parameter: + +```json +[ + { + "expressions": [ + { + "originalObject": { + "database": "AdventureWorks", + "expression": "ServerName" + }, + "expression": "\"devserver\" meta [IsParameterQuery=true, Type=\"Text\", IsParameterQueryRequired=true]" + } + ] + } +] +``` + +### Combining multiple override types + +You can combine data source, expression, and partition overrides in a single profile: + +```json +[ + { + "dataSources": [ + { + "originalObject": { + "database": "AdventureWorks", + "dataSource": "SqlServer localhost AdventureWorksDW" + }, + "connectionString": "Data Source=devserver;Initial Catalog=AdventureWorksDW_Dev;Integrated Security=True" + } + ], + "partitions": [ + { + "originalObject": { + "database": "AdventureWorks", + "table": "FactInternetSales", + "partition": "FactInternetSales" + }, + "source": { + "query": "SELECT TOP 5000 * FROM [dbo].[FactInternetSales]" + } + } + ] + } +] +``` + +### Overriding a Power Query partition + +For partitions that use M (Power Query), override the expression: + +```json +[ + { + "partitions": [ + { + "originalObject": { + "database": "AdventureWorks", + "table": "DimCustomer", + "partition": "DimCustomer" + }, + "source": { + "expression": "let\n Source = Sql.Database(\"devserver\", \"AdventureWorksDW_Dev\"),\n dbo_DimCustomer = Source{[Schema=\"dbo\",Item=\"DimCustomer\"]}[Data],\n #\"Kept First Rows\" = Table.FirstN(dbo_DimCustomer, 1000)\nin\n #\"Kept First Rows\"" + } + } + ] + } +] +``` + +### Using scope to target a specific table + +When refreshing the entire model, you can use the `scope` property to apply an override only to a specific table. This example overrides the data source connection string, but only when refreshing the "Sales" table: + +```json +[ + { + "scope": { + "database": "AdventureWorks", + "table": "Sales" + }, + "dataSources": [ + { + "originalObject": { + "dataSource": "SqlServer localhost AdventureWorksDW" + }, + "connectionString": "Provider=SQLNCLI11;Data Source=devserver;Initial Catalog=AdventureWorksDW_Dev;Integrated Security=SSPI;Persist Security Info=false" + } + ] + } +] +``` + +With this configuration, when you refresh the entire model, all tables will use the default data source except for the "Sales" table, which will load data from the connection specified in the override. + +### Multiple scoped overrides + +You can combine multiple scoped overrides in a single profile. This example uses different data sources for different tables: + +```json +[ + { + "scope": { + "database": "AdventureWorks", + "table": "FactInternetSales" + }, + "dataSources": [ + { + "originalObject": { + "dataSource": "SqlServer localhost AdventureWorksDW" + }, + "connectionString": "Data Source=salesdb;Initial Catalog=SalesData_Test;Integrated Security=True" + } + ] + }, + { + "scope": { + "database": "AdventureWorks", + "table": "DimCustomer" + }, + "dataSources": [ + { + "originalObject": { + "dataSource": "SqlServer localhost AdventureWorksDW" + }, + "connectionString": "Data Source=customerdb;Initial Catalog=CustomerData_Test;Integrated Security=True" + } + ] + } +] +``` + +## Tips for creating override profiles + +1. **Find object names**: The `originalObject` property requires exact names of databases, tables, partitions, data sources, and expressions as they appear in your model. You can find these names in the TOM Explorer. + +2. **Start simple**: Begin with a single override and test it before adding more complexity. + +3. **Use Export TMSL script**: After configuring an override profile, use the **Export TMSL script...** button in the Advanced Refresh dialog to see the complete TMSL command that will be generated. This helps verify your overrides are correctly applied. + +4. **Database name**: The database name in the `originalObject` should match the name of your semantic model as it appears on the server (or will appear after deployment). + +## Profile storage + +Override profiles are stored per-model in the `UserOptions.tmuo` file: + +- **For models saved on disk**: The `.tmuo` file is stored alongside the model files (e.g., in the same folder as your `.bim` file or Database.tmdl) +- **For XMLA-connected models**: The `.tmuo` files are stored under `%LocalAppData%\TabularEditor3\UserOptions` + +This means override profiles are preserved across Tabular Editor sessions. As it's not recommended to add the .tmuo files to source control, you can share override profiles among team members by manually editing the .tmuo files. \ No newline at end of file diff --git a/content/features/toc.md b/content/features/toc.md index e16805db..964fd566 100644 --- a/content/features/toc.md +++ b/content/features/toc.md @@ -57,6 +57,7 @@ ## @save-to-folder ## @save-with-supporting-files ## @advanced-refresh +## @refresh-overrides # Command Line and Integration ## @command-line-options \ No newline at end of file From 179fbc6808eb505f15674cb3866e90c979557766 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Wed, 21 Jan 2026 11:42:33 +0100 Subject: [PATCH 16/21] Adding comment about how to change seats on enterprise license --- content/troubleshooting/licensing-activation.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/content/troubleshooting/licensing-activation.md b/content/troubleshooting/licensing-activation.md index 76556916..1739bcdd 100644 --- a/content/troubleshooting/licensing-activation.md +++ b/content/troubleshooting/licensing-activation.md @@ -47,6 +47,11 @@ Once you purchase a license for Tabular Editor 3, you should receive an e-mail w > [!NOTE] > For multi-user license types, you will need to enter your e-mail address in addition to the license key. Tabular Editor 3 will prompt you to do so, if the license key you enter represents a multi-user license. +#### Changing seats on Enterprise Edition +To change an Enterprise seat the existing user will have to be deregistered from the seat through the [Tabular Editor Self-Service portal](https://tabulareditor.com/my-account/). The subscription owner or license administrator can create an account or login with an existing to administrate the license seats. + +> [!NOTE] +> Changing a user is only possible on the Enterprise Edition. ### Requesting a trial license If you haven't used Tabular Editor 3 before, you are eligible to a free 30-day trial. When choosing this option, you will be prompted for an e-mail address. We use the e-mail address to validate whether or not you have an existing activation of Tabular Editor 3. From fcc735b5f995171664f42199fb96b70fd4a4a767 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Thu, 22 Jan 2026 11:24:10 +0100 Subject: [PATCH 17/21] Added whats new for 3.25.0 --- content/whats-new/3-25-0.html | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 content/whats-new/3-25-0.html diff --git a/content/whats-new/3-25-0.html b/content/whats-new/3-25-0.html new file mode 100644 index 00000000..a7990a27 --- /dev/null +++ b/content/whats-new/3-25-0.html @@ -0,0 +1,13 @@ +

Tabular Editor 3.25.0

+ +
    +
  • New languages: Chinese and Spanish (Preview). Japanese, German and French available as experimental.
    • +
  • Built-in BPA rules: Tabular Editor 3 now includes best practice rules covering formatting, metadata, model layout, DAX expressions, and translations.
    • +
  • Semantic Bridge: Create semantic models from Databricks Metric Views (Enterprise Edition).
    • +
  • Fabric supporting files: Option to save models with .platform and definition.pbism files for Fabric repository structure (Business/Enterprise).
    • +
  • Calendar Editor: New editor for managing calendar objects used in time intelligence.
    • +
  • Advanced Refresh dialog: Configure parallelism, effective date for incremental refresh, and refresh override profiles (Business/Enterprise).
    • +
  • Preferences dialog now includes a search pane.
    • +
  • Impersonate with Custom Data property.
    • +
  • Various bugfixes, see release notes for more details.
    • +
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+ Scripts the specified objects as TMDL (only produces meaningful output when all objects belong to the same parent) + + + + Scripts the specified object as TMDL, with an option to use spaces or tabs for indentation. @@ -351,6 +358,14 @@ True to use spaces for indentation, otherwise tabs + + + Scripts the specified objects as TMDL (only produces meaningful output when all objects belong to the same parent) + + + True to use spaces for indentation, otherwise tabs + + Scripts the entire database as a CreateOrReplace @@ -532,6 +547,9 @@ CTOR - only called from static factory methods on the class + + + Removes all annotations from the model, that are used by Tabular Editor to serialize metadata in a way different from the TOM. For example, @@ -1053,6 +1071,51 @@ Do not reference this member directly in your code. It supports the Analysis Services infrastructure. + + + Column index's building behavior. + This enum is only supported when the compatibility level of the database is at Preview or above. + + + + Default behavior - the server will not build string column's suffix index + + + + + The server will build but not persist string column's suffix index + + + + + The server will build and persist string column's suffix index by RefreshIndex command + + + + + The server will build and persist string column's suffix index by either RefreshRecalc, RefreshFull or RefreshIndex command + + + + + Defines categories of metadata elements. + This enum is only supported when the compatibility level of the database is at 1703 or above. + + + + Inherit the value from the system defined behavior. + + + + + Read-only users cannot access sensitive metadata in the model, such as measure definitions or other calculation expressions. + + + + + Allow read of metadata elements related to definitions of calculations. + + Access control to a data defined by a metadata object. @@ -1450,7 +1513,7 @@ - No filtering will occur from either end of the relationship. + Blocks RLS filter propagation from the One side to the Many side of a table relationship. This only applies to limited relationships in which at least one table is from a Power BI semantic model or Analysis Services database and the other table is from a different data source. This value is only supported when the compatibility level of the database is at 1561 or above. @@ -2032,11 +2095,6 @@ Also creates the underlying metadataobject and adds it to the TOM tree. - - - Creates an exact copy of this CalculatedTableColumn object. - - The parent Table of the current Calculated Table Column. @@ -2251,6 +2309,11 @@ A tag that represents the lineage of the source for the object. This property is only supported when the compatibility level of the database is at 1550 or above. + + + This property allows building and persisting of string column's index. A column may use one of the following values: Off, Auto, Explicit or Full. Default value for the property is Auto. Setting it to Auto will build an index but not persist it. Setting it to Explicit will build and persist an index by running command RefreshIndex. Setting it to Full will build and persist an index by running either RefreshRecalc, RefreshFull or RefreshIndex command. + This property is only supported when the compatibility level of the database is at Preview or above. + The parent table of the current Column. @@ -2385,6 +2448,11 @@ Enumerates all hierarchy levels that are based on this column. + + + Enumerates all the calendars in which the column is used, either mapped to a time unit or as a time related column + + Enumerates all columns where this column is used as the SortBy column. @@ -2510,6 +2578,11 @@ Sets the SourceLineageTag property of all objects in the collection at once. + + + Sets the StringIndex property of all objects in the collection at once. + + Sets the SortByColumn property of all objects in the collection at once. @@ -4225,6 +4298,11 @@ Determines Selection Expression behavior for Calculation Groups This property is only supported when the compatibility level of the database is at 1609 or above. + + + The policy that applies to the users with read permissions only and controls their access to various metadata elements. + This property is only supported when the compatibility level of the database is at 1703 or above. + A reference to a default measure. @@ -5530,7 +5608,7 @@ - Indicates how relationships influence filtering of data when evaluating row-level security expressions. Possible values are as follows. OneDirection (1): The rows selected in the 'To' end of the relationship will automatically filter scans of the table in the 'From' end of the relationship. BothDirections (2): Filters on either end of the relationship will automatically filter the other table. + Indicates how relationships influence filtering of data when evaluating row-level security expressions. See SecurityFilteringBehavior enumeration for possible values and their descriptions. @@ -7271,6 +7349,27 @@ + + + Finds the time unit association for the specified time unit. Returns null if no association exists for the specified time unit. + + + + + + + Gets the time unit mapping for the specified column. Returns if the column is not mapped to any time units. + + + + + + + Removes the specified column from this calendar. Returns true if the column was removed, false otherwise. + + + + Removes the specified time unit association from the calendar. @@ -7278,6 +7377,94 @@ + + + Adds a new time-related column group to the calendar. + + The newly created TimeRelatedColumnGroup + + + + Returns all time-related column groups in the calendar. + + An enumerable collection of TimeRelatedColumnGroup objects + + + + Removes the specified time-related column group from the calendar. + + The TimeRelatedColumnGroup to remove + True if the group was found and removed; otherwise, false + Thrown when group is null + + + + Adds a column to a time-related column group. If no groups exist, creates a new one. + If multiple groups exist, adds to the first group. + + The column to add + The TimeRelatedColumnGroup that contains the added column + Thrown when column is null + Thrown when column does not belong to the same table as the calendar + + + + Removes a column from all time-related column groups in the calendar. + + The column to remove + True if the column was found and removed from at least one group; otherwise, false + Thrown when column is null + + + + Gets all time-related columns across all time-related column groups in this calendar. + + An enumerable collection of all time-related columns + + + + Checks if a column is part of any time-related column group in this calendar. + + The column to check + True if the column is in a time-related column group; otherwise, false + + + + Moves this calendar to a different table by deleting it and recreating it on the target table. + All time unit mappings, associated columns, and time-related columns are cleared because + columns typically differ between tables. + + The table to move this calendar to + Thrown when destinationTable is null + Thrown when attempting to move to the same table + + + + Moves this calendar to a different table by name. + + The name of the table to move this calendar to + Thrown when the table is not found + + + + Gets the list of objects that reference this calendar based on their DAX expressions. + + + + + Gets a string that may be used for referencing the calendar in a DAX expression. + + + + + Gets a string that may be used for referencing the caæemdar in a DAX expression. + + + + + Gets a string that may be used for referencing the calendar in a DAX expression. + + Collection class for Calendar. Provides convenient properties for setting a property on multiple objects at once. @@ -7304,6 +7491,13 @@ Sets the SourceLineageTag property of all objects in the collection at once. + + + This property points to the CalendarCollection itself. It is used only to display a clickable + "Calendar" property in the Property Grid, which will open the CalendarCollectionEditor when + clicked. + + The Expression of this Calculated Table. @@ -7496,6 +7690,9 @@ Gets or sets the Name of the underlying referenced object used to query and populate current partition. + + + Represents a Folder in the TreeView. Does not correspond to any object in the TOM. @@ -7514,9 +7711,9 @@ Display Folders are not represented as individual objects in TOM. Instead, an object that can be shown in a Display Folder, has a DisplayFolder (string) property. However, due to the way most TreeView-style UI components work, it is beneficial - to construct a cache of display folder objects for each table. Each folder object has a list of child objects. The cache - needs to be reconstructured when objects are moved around, or when the display culture is changed (as display folders are - translatable). + to construct a cache of display folder objects for each object container (tables). Each folder object has a list of child + objects. The cache needs to be reconstructured when objects are moved around, or when the display culture is changed (as + display folders are translatable). @@ -7699,7 +7896,7 @@ - Objects that can be referenced in a DAX expression (table, column, measure) + Objects that can be referenced in a DAX expression (table, column, measure, calendar) @@ -7816,6 +8013,16 @@ of the type held by the array. + + + + + + + + Indicates that a dummy partition to replace any PolicyRange partitions that were removed during serialization + + Converts an array of culture names into an equivalent TOM representation of the Culture @@ -8361,6 +8568,13 @@ The type of this object (Folder, Measure, Table, etc.). + + + Gives implementations a chance to resolve missing references after deserializing from JSON, but before adding the object to the collection. + + + + Fired after a property is changed @@ -8644,6 +8858,11 @@ Looks up a localized string similar to Columns. + + + Looks up a localized string similar to This column is used in one or more calendars. Deleting it will also remove the column from those calendars.. + + Looks up a localized string similar to This column is used in one or more hierarchies. The corresponding levels will also be deleted.. @@ -8664,6 +8883,11 @@ Looks up a localized string similar to Structured Data Sources can only be added to Compatibility Level 1400 or higher models.. + + + Looks up a localized string similar to Server does not support compatibility level {0}. Save the model as a .bim file if you need to set the compatibility level to a value that is not supported by this server.. + + Looks up a localized string similar to Culture for '{0}' is specified more than once.. @@ -8794,6 +9018,16 @@ Looks up a localized string similar to User-Defined Functions cannot contain the character '{0}' in their name.. + + + Looks up a localized string similar to '{0}' is a reserved word and cannot be used as the name of a User-Defined Function.. + + + + + Looks up a localized string similar to '{0}' is a reserved word and cannot be used as part of the name of a User-Defined Function.. + + Looks up a localized string similar to Unable to perform insert. @@ -9150,7 +9384,12 @@ - When the name of a measure is changed, DAX formulas referencing the measure has to be updated. + When the name of a UDF is changed, DAX formulas referencing the UDF has to be updated. + + + + + When the name of a calendar is changed, DAX formulas referencing the calendar has to be updated. @@ -9170,6 +9409,11 @@ When the expression of a measure is changed, the resulting data type of the measure might change, potentially causing cascasdes. + + + When the column mappings of a calendar is changed, it may become incompatible/compatible with certain time-intel DAX functions, potentially causing cascades. + + When the expression of a KPI is changed, the resulting data type of the KPI might change, potentially causing cascasdes. diff --git a/content/_apiSource/TabularEditor3.Shared.dll b/content/_apiSource/TabularEditor3.Shared.dll index 9e5284f6858d3a2238293245a831b1f485e66b9f..ae411f2eeba7f45a608cbb02dc611c003c953913 100644 GIT binary patch literal 1033488 zcmb@v37i~N)jnKP)m_zH-7`r~_jFG(NoGhgq3C5oG6Xsqmav3<3yWk}!!BEH=uX%s zJq(MiVHHrLphj^)K|tIU5JXf&M{xnfpsy+@~AU zHP9EtjR4a`5PEc)@iQ7G_`748F@0eWF^q$6nr6&uM*n-L&oK6nq#9Uv`bFyyuR^Yr zjb%qUqJMpcv3j6Zubm2{=ms67;%-G4`CA?qI)dB=NF7WgZXEpmnDO~@TtjRNTx|Dg z#{Mg}k!T9^9CPG&!*GiTPw>MN{qQ7)x0>E+gr?OXn;C16%ZxY3WOl?F!UVb59WCR0 zgwP{ntp~QpHSK}Z?D9$8$z+vWY=8cI8N?U7 zGX>8K?GZlJ+wmyoi-n?}Kjg|^->lcmhxhGp^wD=88_8Uq1@=`wx|z2+JA!UztnjeJ=NLPe?GG9*~mx0N7(1pKpdKMrrS~`p<{HJsbH5 z_y}u0Zw+!sZF?#jE;Fr|*I^j;I@q*F+cRN|pnPab8MBhA9f=aw*CNd&7GkJUKV~Y_ zx;uV|X|#DYK#)_09M@EJ;tvn-we?6+xM6#3B1yEl`-VP0iWWqZ*dDmt&E5rgstfTb z!p;d}Y@2#qHc5}%HnV>xIJ;Z3M}F!e=5#SL{STB8D`lEi>Va;5fNrrVZS=uVx55p* zkz&_A4T5(G^K@-1R^JN()d6^zie^aFJ_CBX_5_~o3RU1{V#8yQEH3@2K*&Nu|C)i#C@*?(5)n1Z(|H^!k-F%QM*KA2=Vr2)>d5FHCE7kF< z#%M#AY#JvR8=f=LFoV?9u>|nf>N8t;!;H4K_6BR?k@TKXp{ab*o-1 z;d{k3AS%{gaqEm;Xw4{)zg3^2i>I!Il+FKXZnajMnjQv}5_)O$nWf@Z#Oop2ABna} z#GJ|An&^u~Q{A@M3{$R|tdQjCVeH-}Elb)3Q>H_+&XIcdR8+5P+ob%qNd=NPpL)vo z{rX0jrN4GB98KK-a6y0Vs}Y!OH^6^00zVgl+5Q3^wv_;8?-Rf;N8mq3V2(!t4~NkJ zX5SjX|BS%w+XFnta~~c<)xUyOgS~nM3P%r%zV1E zJdt0Nc4|(DbL_+>bt|Zv#i_Nokj$Kdimtki=@W%j>4bgbS&P5u)G|#rnFw(Tv>Hss zEjr|^rVBiNkDl{x2eF*0^@cc1fze^aFa?J0F;18nWhn98%~)Kh)rQQvK zTPoS=JpfXsIYP9fJcw4CfO6Ch0eJGslE&7viKn-?cG}G%TPSgT8~`K3V2Lw9YJp=BrFcps|dzuLZ}TNwv0Uxg2A^_Z3nu^oseJf?!prl zRNIdp_kKhgm{`Zm`UeQM3y7(q+dw}CX+4m&8)QK?%1m6B+6=N)A4HZ|A2Eg9*`_`O zWF=wR-ZJ1*PI^mPv#Sq-@Ir!mX?v!Pc?tjMQB=hJDZkNP?3eAJ5iyCUbb=_EYZ!e+QTLPvc9bU2un)?lFRpD?z^pb2Yb;379H zM$uD_n@?9=U}K3*?N&`ejifka7X;u0qSx zJfru4MSY5VcE(os1Lz-pfVc+*{4}1JDPzXyj-t=hXsgzkLSQZ!yS3!aTB?(AwwC(Y zKvMtc=cdXa6NfI?{c!;}>I(quL?*Ub`aT$Ek5?z&c*EA~sCU6SC~?NBT@9W3zK$wu zF5Ci*#xWA=rJUAEG{OW)eG#Hlw)zr+v^^TCWsiOt7)yPHIgdV!r=uPb_|XXbRlo`L znBX7BQ%q(z&15Ik*MN?-=d-cu_n}xa6Wf%HXX5G!ptJV)0l`8t&@*FiRw#j+bwZt< zL^R{nZb#wNHvs3Dr33%RB5j5Y)U88vtad} z!=ut}>R7_t53-!XDy$(eUwPKL@vOq&4px3sledgsI=`vWPX#1LbA+&Zp84uN_)z4P zMP3*u_qOa!DVt)32lLMQ3oy8sJ4|OCfyM%)E6p}*ZI-dN)9`*mbzb0u-LxaB$PkI- zi$7QVmN`OWS?Z^tmh)yUj${RYv&-7d8Hjy}&l6Kyzyx(LCOF2C2y@WK+<>`3Y-DGw zjZnDTI{yMEJ9dAnG7F>T=~3a{IUsEI-X%E{Y99y9yA2UX&m-v*U65aY z5t#;(3u&|VI2l2;Vc^c!e3!4!teQA2;5HFuzs#4}#!SR7}_4Vy&3AP1@|u)ZU;{O7B*t9wRXq!LeIwMPe!W}e_pE6c-BLby zx9wJ!AwH>yB&3}Y(Kmx@;)?UAfV2gXe+f9+LKFfh1G1?8&ki4BFipEJkg9- z)@!0hiKi}I+7=}78Gng{<<5lW^nQg{x|#!%Ci~Jg6Gpd-K^G>s`WiBW^;r*g!mouo zgkR!|S_`-`-A}^EQgk=Ix<2-H=Do9-7!QXAzY%3)Wh)a)oAy+ci!(8|w9fQZ4pPL+ z7-rL@<4s@77Q9>9XG&GgWFo-O+c~_V9mN@-5%7RikUOi&Uu3FH*JIE*Y-GEkFEXMx2x+7(eSU)@vFWXZ z@S^F_nyE08?alG82X?jfSkb0adFO-C@m_*`Ql)-#{K+?E`yJUFh?iVAR$0=fd&JL= zfT$KDPaDJt#?qQO+dGBS($69V?9C5iN$tH|2v5>cDDP~T3iG;PenH#1cK7g#1Wky4 zjNNiZjPcRHTq*pY1GqHL^j1L}G{iK8!BILmS_j8SP#a>sKwe2tbC_?;_z=?1X1+7n z$n1!{^Xip|`_S%%2vw$#-NWit+9sdIR+jo-fbGfr;%QE@pfE7FsU$Y7O24#ww;$Ze zkpzW-j9ELiRS(}*j?Qo6Noe$rhv^2(Ay#z!sLT=m1$|NGj5%|%zOJn$^j3z(z+}(% zeh(cw+q~BiR4~_j8u6|5Vbz3Xobgd!oyp5+qsQ|Yf zc=>nf5==rjp4Oxwc5*Wo!iXx6Te)JG%} z-_bW|<_g;1S7_2^Kj61Aky_lOS7O^{lZ6`CynUd=w%LS?t_}4cm%ef?>#Jq$ByHO} z17cEGUC$Wk#ER)xp=$2}{u0y4Z*mHoobF9}r67H!V>qaP%%L)t%tV{pK6)9J#Z`{l zZgx;c5v0$K<9g=$K3I6^!_X~03eSuUTDejOwycGyCyZ_^LW%3dnv$~138xabr<J!@ zWu2*M+;9IIio*3{+~|i*=F`Ty&)m96)&CA&xBd^hSEM4c7(5Szt+R2nb}e#}r6yL! 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     + + + Apply user's disabled rule state from preferences. This is called from BpaService. + + Replaces object, object name and object type tokens in the given description @@ -78,12 +90,18 @@ - + - This object must be constructed on the UI thread, as it uses the WindowsFormsSynchronizationContext. + Contains Azure AD client IDs and scopes used for authentication. - + + + Gets the Power BI scopes based on the Power BI REST API endpoint URL. + Different cloud environments (commercial, government, Germany, China) require different scopes. + + + Gets an ExtendedFabricClient object - either from the cache (i.e. the most recently used one) or by creating a new one if the cache is empty. User will be prompted for credentials if no cached client is available. @@ -95,9 +113,10 @@ - + - This object must be created on the UI thread, as it captures the synchronization context for use when the custom web UI is invoked. + Checks if the given exception represents an authentication cancellation by the user. + Handles Azure.Identity, MSAL (used by TOM), SqlClient, and OleDb authentication cancellations. @@ -570,6 +589,16 @@ The currently selected column (if exactly one column is selected in the explorer tree). + + + The currently selected calendars. + + + + + The currently selected calendar (if exactly one calendar is selected in the explorer tree). + + The currently selected object (if exactly one object is selected in the explorer tree). @@ -778,6 +807,383 @@ Looks up a localized string similar to Username and password. + + + Looks up a localized string similar to {0} B. + + + + + Looks up a localized string similar to Error Prevention. + + + + + Looks up a localized string similar to Formatting. + + + + + Looks up a localized string similar to Governance. + + + + + Looks up a localized string similar to Maintenance. + + + + + Looks up a localized string similar to Model Layout. + + + + + Looks up a localized string similar to Naming Conventions. + + + + + Looks up a localized string similar to Performance. + + + + + Looks up a localized string similar to Object descriptions must not contain control characters (except whitespace). Invalid characters will prevent model deployment and cause errors. The fix expression automatically replaces invalid characters with spaces.. + + + + + Looks up a localized string similar to Avoid invalid characters in descriptions. + + + + + Looks up a localized string similar to Object names must not contain control characters (except whitespace). Invalid characters will prevent model deployment and cause errors. The fix expression automatically replaces invalid characters with spaces.. + + + + + Looks up a localized string similar to Avoid invalid characters in names. + + + + + Looks up a localized string similar to Power BI does not support legacy provider partitions that reference structured data sources. Partitions using structured data sources must use M expressions, or the structured data source should be converted to a provider data source to avoid deployment failures. + + Reference: https://docs.microsoft.com/power-bi/admin/service-premium-connect-tools#data-source-declaration + . + + + + + Looks up a localized string similar to Avoid structured data sources with provider partitions. + + + + + Looks up a localized string similar to Calculation groups without calculation items are non-functional and should be removed. A calculation group must contain at least one calculation item to provide any value.. + + + + + Looks up a localized string similar to Calculation groups with no calculation items. + + + + + Looks up a localized string similar to Every data column must reference a source column from the data source. Missing source column mappings will cause processing failures when refreshing the model.. + + + + + Looks up a localized string similar to Data columns must have a source column. + + + + + Looks up a localized string similar to Models should include a date table marked with DataCategory 'Time' to enable time intelligence functions and provide proper date filtering capabilities. Without a date table, time-based calculations and analysis may not work correctly.. + + + + + Looks up a localized string similar to Model should have a date table. + + + + + Looks up a localized string similar to Visible numeric columns should have SummarizeBy set to 'None' to prevent automatic aggregation in Power BI. Use explicit measures instead of implicit column aggregation to ensure correct calculations and better performance.. + + + + + Looks up a localized string similar to Do not summarize numeric columns. + + + + + Looks up a localized string similar to Measures, calculated columns, and calculation items require a DAX expression to function. Objects without expressions will not return any values and may cause errors in reports.. + + + + + Looks up a localized string similar to Expression-reliant objects must have an expression. + + + + + Looks up a localized string similar to Visible numeric and date columns should have a format string defined to ensure consistent and appropriate display formatting in reports. This improves user experience and data readability.. + + + + + Looks up a localized string similar to Provide format string for visible numeric columns. + + + + + Looks up a localized string similar to Visible numeric and date measures should have a format string defined to ensure consistent and appropriate display formatting in reports. This improves user experience and data readability.. + + + + + Looks up a localized string similar to Provide format string for visible numeric measures. + + + + + Looks up a localized string similar to Columns used on the many side of relationships should be hidden from end users. These foreign key columns are typically only needed for relationships and should not be used directly in reports.. + + + + + Looks up a localized string similar to Hide foreign keys. + + + + + Looks up a localized string similar to Hidden columns that are not used for sorting or in hierarchies should have their IsAvailableInMdx property set to false. This prevents unnecessary attribute hierarchy creation, reducing processing time and memory consumption. + + Reference: https://blog.crossjoin.co.uk/2018/07/02/isavailableinmdx-ssas-tabular/. + + + + + Looks up a localized string similar to Set IsAvailableInMdx to false on non-attribute columns. + + + + + Looks up a localized string similar to Columns used for sorting, in hierarchies, in variations, or that have a sort-by column must have IsAvailableInMdx set to true. Disabling attribute hierarchies on these columns will cause errors or unexpected behavior.. + + + + + Looks up a localized string similar to Set IsAvailableInMdx to true on necessary columns. + + + + + Looks up a localized string similar to Bi-directional filtering on many-to-many relationships can cause performance issues and ambiguous filter context. Use single-direction filtering unless bi-directional filtering is specifically required for your scenario.. + + + + + Looks up a localized string similar to Many-to-many relationships should be single-direction. + + + + + Looks up a localized string similar to Perspectives without any tables serve no purpose and should be removed. Empty perspectives add unnecessary complexity without providing any value to end users.. + + + + + Looks up a localized string similar to Perspectives with no objects. + + + + + Looks up a localized string similar to Power BI models should use the latest generally available compatibility level (currently {0}) to access the newest features, performance improvements, and ensure ongoing support.. + + + + + Looks up a localized string similar to Power BI models should use latest compatibility level. + + + + + Looks up a localized string similar to Both columns in a relationship must have matching data types to ensure proper functionality. Mismatched data types can cause relationship failures, unexpected results, or performance degradation. Integer data types are recommended for optimal performance.. + + + + + Looks up a localized string similar to Relationship columns should be of the same data type. + + + + + Looks up a localized string similar to Auto-generated date tables (DateTableTemplate_ or LocalDateTable_) should be removed from the model. Disable auto-date tables in Power BI Desktop settings and use explicit date tables instead to reduce memory consumption and improve model performance. + + Reference: https://www.youtube.com/watch?v=xu3uDEHtCrg. + + + + + Looks up a localized string similar to Remove auto-date table. + + + + + Looks up a localized string similar to Data sources that are not referenced by any partition or table expression can be safely removed from the model. Removing unused data sources helps keep the model clean and easier to maintain.. + + + + + Looks up a localized string similar to Remove data sources not referenced by any partitions. + + + + + Looks up a localized string similar to Rules for the local user. + + + + + Looks up a localized string similar to Rules on the local machine. + + + + + Looks up a localized string similar to SQL Server connection strings should include an Application Name parameter to help database administrators identify the source of connections. Use a descriptive name like 'AnalysisServicesTabular [ServerName] [ModelName]' for easier troubleshooting and monitoring.. + + + + + Looks up a localized string similar to Specify Application Name in connection string. + + + + + Looks up a localized string similar to When your model supports multiple languages, object descriptions should be translated for each culture. This ensures all users can understand the purpose and content of objects regardless of their language preference.. + + + + + Looks up a localized string similar to Translate Object Descriptions. + + + + + Looks up a localized string similar to When your model supports multiple languages, display folders should be translated for each culture. Without translations, users viewing the model in different languages will not see the intended folder organization.. + + + + + Looks up a localized string similar to Translate Display Folders. + + + + + Looks up a localized string similar to When your model supports multiple languages, hierarchy level names should be translated for each culture. This ensures users can understand the hierarchy structure in their preferred language.. + + + + + Looks up a localized string similar to Translate Hierarchy Levels. + + + + + Looks up a localized string similar to When your model supports multiple languages, the model and perspective names should be translated for each culture. This provides a fully localized experience for users in different regions.. + + + + + Looks up a localized string similar to Translate Perspectives. + + + + + Looks up a localized string similar to When your model supports multiple languages, visible object names should be translated for each culture. This provides a localized experience for users working in different languages.. + + + + + Looks up a localized string similar to Translate Visible Object Names. + + + + + Looks up a localized string similar to Object names should not have leading or trailing spaces. These unintentional spaces commonly occur when copying or duplicating objects and can cause confusion and inconsistency.. + + + + + Looks up a localized string similar to Trim object names. + + + + + Looks up a localized string similar to Visible calculation groups should have descriptions to explain their purpose and how the calculation items modify measure behavior. Descriptions appear in tooltips in Power BI Desktop and can be used to generate automated data documentation.. + + + + + Looks up a localized string similar to Visible calculation groups with no description. + + + + + Looks up a localized string similar to Visible columns should have descriptions to help users understand what data they contain. Descriptions appear in tooltips in Power BI Desktop and can be used to generate automated data documentation.. + + + + + Looks up a localized string similar to Visible columns with no description. + + + + + Looks up a localized string similar to Visible measures should have descriptions to explain what they calculate and how they should be used. Descriptions appear in tooltips in Power BI Desktop and can be used to generate automated data documentation.. + + + + + Looks up a localized string similar to Visible measures with no description. + + + + + Looks up a localized string similar to Visible tables should have descriptions to help users understand their purpose and content. Descriptions appear in tooltips in Power BI Desktop and can be used to generate automated data documentation.. + + + + + Looks up a localized string similar to Visible tables with no description. + + + + + Looks up a localized string similar to User-defined functions should have descriptions documenting their purpose, parameters, and return values. This helps developers understand how to use these custom functions correctly.. + + + + + Looks up a localized string similar to User-defined functions with no description. + + + + + Looks up a localized string similar to {0} Bytes. + + + + + Looks up a localized string similar to Cannot perform processing on a disconnected model.. + + Looks up a localized string similar to Column values. @@ -788,6 +1194,21 @@ Looks up a localized string similar to Datamart. + + + Looks up a localized string similar to Data refresh complete.. + + + + + Looks up a localized string similar to Data refresh failed.. + + + + + Looks up a localized string similar to Data refresh started.... + + Looks up a localized string similar to DAX Optimizer account registration incomplete. Please visit <href="{0}">{1}</href> to finalize.. @@ -798,15 +1219,25 @@ Looks up a localized string similar to File upload to the DAX Optimizer service is disabled by a local policy.. + + + Looks up a localized string similar to Disabled due to low model compatibility level ({0} < {1}). + + Looks up a localized string similar to Semantic Model (Default). + + + Looks up a localized string similar to Error. + + Looks up a localized string similar to An error occurred while trying to deserialize the User Options (.tmuo) file: - + {0}. @@ -820,6 +1251,11 @@ Looks up a localized string similar to External browser.     + + + Looks up a localized string similar to {0} GB. + + Looks up a localized string similar to Always. @@ -850,16 +1286,41 @@ Looks up a localized string similar to Sorting and filtering is reset when the query is modified, ignoring whitespace/comment modifications.. + + + Looks up a localized string similar to {0} KB. + + Looks up a localized string similar to Lakehouse. + + + Looks up a localized string similar to {0} MB. + + + + + Looks up a localized string similar to {0} M. + + + + + Looks up a localized string similar to Mirrored Azure Databricks catalog. + + Looks up a localized string similar to Mirrored Database. + + + Looks up a localized string similar to {0} model refresh. + + Looks up a localized string similar to My Workspace. @@ -875,6 +1336,11 @@ Looks up a localized string similar to OAuth. + + + Looks up a localized string similar to {0} refresh of {1:partition {2}|{} partitions}. + + Looks up a localized string similar to Custom. @@ -890,11 +1356,54 @@ Looks up a localized string similar to System. + + + Looks up a localized string similar to (Relationships). + + + + + Looks up a localized string similar to sales@tabulareditor.com. + + + + + Looks up a localized string similar to Save changes before processing?. + + + + + Looks up a localized string similar to You have made changes to the model metadata which has not yet been saved. Do you want to save these changes before starting the refresh job?. + + Looks up a localized string similar to Scalar expression. + + + Looks up a localized string similar to SemanticBridge service failed to initialize. + {0} + Please contact {1} with this information for assistance. + + Exception: + {2}. + + + + + Looks up a localized string similar to SemanticBridge service is not available due to your license level. + {0} + Please contact {1} with this information for assistance.. + + + + + Looks up a localized string similar to SemanticBridge service is not available for an unknown reason. + This is an unexpected error. Please contact {0} for assistance. + + Looks up a localized string similar to Semantic Model. @@ -915,26 +1424,76 @@ Looks up a localized string similar to SQL Database. + + + Looks up a localized string similar to Start processing when metadata are out-of-sync?. + + + + + Looks up a localized string similar to You have made changes to the model metadata which has not yet been saved, and a refresh job is currently in progress. Would you like to queue a new refresh job anyway?. + + + + + Looks up a localized string similar to support@tabulareditor.com. + + Looks up a localized string similar to Table expression. + + + Looks up a localized string similar to {0} refresh of {1:table {2}|{} tables}. + + + + + Looks up a localized string similar to {0} K. + + Looks up a localized string similar to Unable to find a warehouse, lakehouse, SQL database, or Mirrored Database with the specified workspaceId {0} and objectId {1}. + + + Looks up a localized string similar to Unable to process partition '{0}'. The partition is not available on the deployed database.. + + + + + Looks up a localized string similar to Unable to process table '{0}'. The table is not available on the deployed database.. + + Looks up a localized string similar to (Unknown). + + + Looks up a localized string similar to View refresh queue. + + Looks up a localized string similar to Warehouse. + + + Looks up a localized string similar to Warning. + + + + + This class ensures that a connection string is encrypted/decrypted in case it contains sensitive data. + + Contains various extension methods which are commonly used in scripts @@ -1185,6 +1744,61 @@ An object that represents the current selection in the TOM Explorer. + + + SemanticBridge service for cross-platform semantic model operations. + + + + State Persistence: The service maintains state (e.g., currently loaded MetricView) + that persists across multiple script executions, allowing workflows like: + + // Script 1: Load and validate + SemanticBridge.MetricView.Load(@"C:\data.yaml"); + var diag = SemanticBridge.MetricView.Validate(); + + // Script 2 (later): Use the same loaded view + SemanticBridge.MetricView.ImportToTabular(Model, "host", "path", out var diag); + + + + Availability: This service requires an appropriate license. If + the feature is disabled, accessing it will throw a + with guidance. + + + + Load and validate a Databricks MetricView: + + SemanticBridge.MetricView.Load(@"C:\path\to\metricview.yaml"); + var diagnostics = SemanticBridge.MetricView.Validate(); + foreach (var diag in diagnostics) + { + Output($"{diag.Severity}: {diag.Message}"); + } + + + Import a MetricView into the current Tabular model: + + SemanticBridge.MetricView.Load(@"C:\path\to\metricview.yaml"); + var success = SemanticBridge.MetricView.ImportToTabular( + Model, + "databricks-host.cloud.databricks.com", + "/sql/1.0/warehouses/abc123", + out var diagnostics); + if (!success) + { + foreach (var error in diagnostics) + Output($"Import failed: {error.Message}"); + } + + + + Thrown when the SemanticBridge service is not available (feature not enabled for license tier) + + + + Collects VertiPaq Analyzer statistics for the currently loaded model. @@ -1595,16 +2209,6 @@ TODO: Handle DirectQuery / user-delegated credentials - - - This object must be constructed on the UI thread, as it uses the WindowsFormsSynchronizationContext. - - - - - This object must be constructed on the UI thread, as it uses the WindowsFormsSynchronizationContext - - This object must be constructed on the UI thread, as it uses the WindowsFormsSynchronizationContext @@ -1672,11 +2276,6 @@ RegistryKey For the complex Subkey. - - - This object must be constructed on the UI thread, as it uses the WindowsFormsSynchronizationContext. - - Returns the directory of the provided filePath. @@ -1753,6 +2352,12 @@ True to allow DAX debugging. + + + True to allow use of the SemanticBridge library for cross-platform + model migrations + + True to allow XMLA connectivity. @@ -1763,6 +2368,11 @@ True to allow Enterprise features, such as DirectLake in Power BI, or Perspectives/Multi-partitions in SSAS/Azure AS + + + Show Built-in BPA rules + + True to allow the client to connect to any XMLA endpoint, skipping the check for and the type of @@ -1784,6 +2394,16 @@ When this feature switch is enabled, end users may enable the Git Integration Preview feature (through the preferences dialog) + + + True to allow saving semantic models with Fabric supporting files (.platform and definition.pbism). + + + + + True to allow access to the Advanced Refresh dialog. + + Checks if the currently loaded model (if any) has unsaved chanages, and prompt the user if they want to save it. @@ -1850,6 +2470,17 @@ Model is not yet saved to disk + + + Manages lifecycle of Semantic Bridge service; initialization and + re-initialization on license state changes. + + + + + Gets the current initialization result, re-evaluating if license state changed. + + Corresponds to MessageBoxIcon @@ -1865,6 +2496,22 @@ Corresponds to Windows.Forms.MessageBoxButtons + + + Loads UserOptions for a model connected via XMLA endpoint. + + The server name or connection string. + The database name. + The loaded UserOptions or a new instance if none exists. + + + + Saves UserOptions for a model connected via XMLA endpoint. + + The server name or connection string. + The database name. + The UserOptions to save. + @@ -1944,6 +2591,41 @@ Always: Sorting and filtering are never reset if the columns still exist. + + + Provides additional configuration options for data refresh operations. + + + + + + + + + + Provides additional configuration options for data refresh operations. + + + + + + + + + + + + + + + + + + + + + + This method performs the specified data operation in a safe manner. @@ -1958,6 +2640,74 @@ + + + Adapter that bridges IFeatureSwitchService (internal to + TabularEditor3.Shared) to ISemanticBridgeFeatureCheck (internal to + SemanticBridge). This allows SemanticBridge to check feature flags + without creating circular dependencies. + TabularEditor3.Shared needs to depend on SemanticBridge to set up the + C# scripting environment, so we can't use IFeatureSwitchService + directly in SemanticBridge. + + + + + Adapter that bridges IFeatureSwitchService (internal to + TabularEditor3.Shared) to ISemanticBridgeFeatureCheck (internal to + SemanticBridge). This allows SemanticBridge to check feature flags + without creating circular dependencies. + TabularEditor3.Shared needs to depend on SemanticBridge to set up the + C# scripting environment, so we can't use IFeatureSwitchService + directly in SemanticBridge. + + + + + Returns true if the SemanticBridge feature is enabled based on the + current license tier. + + + + + Used by Main.cs during application startup to preserve failure context. + The Result contains the service instance in the Success case. + + + + Smart Setter Behavior: The setter only updates the backing + field if the result type changes. + This preserves state if we see multiple events which would enable + the service, e.g. Trial -> Enterprise + + + License Transition Examples: + + + Not Enterprise → Enterprise: Service becomes available + + + Enterprise → Not Enterprise: Service becomes unavailable + + + Enterprise → Enterprise: No-op, existing service preserved + + + + + + + + Logs telemetry for unexpected initialization failures. + Success and LicenseFailure are expected outcomes and do not trigger logging. + + The initialization result to evaluate for telemetry logging. + + + + Checks if the given exception represents an authentication cancellation by the user. + + Indicates that every identifier must be enclosed in a pair of backticks @@ -1985,6 +2735,12 @@ Process telemetry exceptions to ensure that the exception message does not contain sensitive data + + + Gets the file path for storing UserOptions for a server model. + Format: %LocalAppData%\TabularEditor3\UserOptions\{sanitizedServerName}.{databaseName}.{userName}.tmuo + + Can be a folder or a file @@ -2023,11 +2779,6 @@ the expression in a TOPN. - - - This class ensures that a connection string is encrypted/decrypted in case it contains sensitive data. - - Represents fixed or ignored recommendations at the model level From adc565ba1248ff3a13eb5294e8587171ab028f42 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Thu, 22 Jan 2026 11:58:40 +0100 Subject: [PATCH 19/21] update advanced refresh to include note on business and enterprise exclusivity --- content/features/advanced-refresh.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/features/advanced-refresh.md b/content/features/advanced-refresh.md index d37114c6..c5cfe1bc 100644 --- a/content/features/advanced-refresh.md +++ b/content/features/advanced-refresh.md @@ -11,7 +11,7 @@ applies_to: since: 3.25.0 editions: - edition: Desktop - full: true + none: true - edition: Business full: true - edition: Enterprise From 6b3b3c4c1fa8712cbb83ad330776d307a5bd1fd8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Morten=20L=C3=B8nskov?= Date: Thu, 22 Jan 2026 12:00:45 +0100 Subject: [PATCH 20/21] update bpa rules about inclusion in all editions --- content/features/advanced-refresh.md | 3 +++ content/features/built-in-bpa-rules.md | 8 ++------ 2 files changed, 5 insertions(+), 6 deletions(-) diff --git a/content/features/advanced-refresh.md b/content/features/advanced-refresh.md index c5cfe1bc..9a05242f 100644 --- a/content/features/advanced-refresh.md +++ b/content/features/advanced-refresh.md @@ -23,6 +23,9 @@ The **Advanced Refresh** dialog provides fine-grained control over data refresh To open the Advanced Refresh dialog, go to **Model > Refresh model > Advanced...** or use the keyboard shortcut **Ctrl+Shift+F5**. +> [!Note] +> The Advanced Refresh dialog is available on the Business and Enterprise Edition. + ![Advanced Refresh Menu](~/content/assets/images/advanced-refresh-menu.png) ## Refresh scope diff --git a/content/features/built-in-bpa-rules.md b/content/features/built-in-bpa-rules.md index 8e71913d..29bca6f9 100644 --- a/content/features/built-in-bpa-rules.md +++ b/content/features/built-in-bpa-rules.md @@ -11,9 +11,9 @@ applies_to: since: 3.24.0 editions: - edition: Desktop - none: true + full: true - edition: Business - none: true + full: true - edition: Enterprise full: true description: Enterprise Edition feature providing 27 curated best practice rules hardcoded into Tabular Editor 3 with knowledge base integration. @@ -54,10 +54,6 @@ To manage built-in rules: 3. Toggle **Enable Built-in Rules** to turn the entire collection on or off 4. Use the BPA Manager to enable or disable individual rules -### Enterprise-Only Access - -Built-in BPA Rules require Enterprise Edition. If you're using Desktop or Business Edition, you can still use custom BPA rules but won't see the built-in rules. - ### First-Run Notification

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    Release blog: January 2026 (v. 3.25.0, release notes)