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Failed tests sample report

Azure DevOps Services | Azure DevOps Server | Azure DevOps Server 2022

You can create a report that lists failed tests, similar to the following image, for pipeline runs that include test tasks. For information on adding tests to a pipeline, see Test task resources later in this article.

Screenshot of Failed Tests Table report.

Use the queries in this article to generate the following reports:

  • Failed tests for build workflow
  • Failed tests for release workflow
  • Failed tests for a particular branch
  • Failed tests for a particular test file
  • Failed tests for a particular test owner

Note

The sample queries in this article require v3.0-preview or later of the Analytics OData feed. Share your feedback.

Category Requirements
Access levels - Project member.
- At least Basic access.
Permissions By default, project members have permission to query Analytics and create views. For more information about other prerequisites regarding service and feature enablement and general data tracking activities, see Permissions and prerequisites to access Analytics.

Note

This article assumes you read Overview of sample reports using OData queries and have a basic understanding of Power BI.

Sample queries

Use the following queries of the TestResultsDaily entity set to create different but similar pipeline failed test reports. This entity set provides a daily snapshot aggregate of TestResult executions, grouped by test.

Note

To find available properties for filtering or reporting, see the Metadata reference for Test Plans Analytics and Metadata reference for Azure Pipelines. You can filter queries or return properties by using any Property value defined under an EntityType, or any NavigationPropertyBinding Path value listed for an EntitySet. Each EntitySet maps to an EntityType, which documents the data type for each property.

Failed tests for a Build workflow

Use the following queries to view the failed tests for a Build workflow pipeline.

Copy and paste the following Power BI query directly into the Get Data > Blank Query window. For more information, see Overview of sample reports using OData queries.

let
   Source = OData.Feed ("https://analytics.dev.azure.com/{organization}/{project}/_odata/v4.0-preview/TestResultsDaily?
$apply=filter("
                &"Pipeline/PipelineName eq '{pipelineName}' "
                &"and Date/Date ge {startdate} "
        &"and Workflow eq 'Build' "
        &") "
            &"/groupby( "
                &"(TestSK, Test/TestName), "
                &"aggregate( "
            &"ResultCount with sum as TotalCount, "
                &"ResultPassCount with sum as PassedCount, "
            &"ResultFailCount with sum as FailedCount, "
        &"ResultNotExecutedCount with sum as NotExecutedCount, "
    &"ResultNotImpactedCount with sum as NotImpactedCount, "
    &"ResultFlakyCount with sum as FlakyCount)) "
    &"/filter(FailedCount gt 0) "
    &"/compute( "
    &"iif(TotalCount gt NotExecutedCount, ((PassedCount add NotImpactedCount) div cast(TotalCount sub NotExecutedCount, Edm.Decimal)) mul 100, 0) as PassRate) "
    ,null, [Implementation="2.0",OmitValues = ODataOmitValues.Nulls,ODataVersion = 4]) 
in
    Source

Failed tests for Release workflow

Use the following queries to view the failed tests for a Release workflow pipeline.

Copy and paste the following Power BI query directly into the Get Data > Blank Query window. For more information, see Overview of sample reports using OData queries.

let
   Source = OData.Feed ("https://analytics.dev.azure.com/{organization}/{project}/_odata/v4.0-preview/TestResultsDaily?
$apply=filter("
                &"Pipeline/PipelineName eq '{pipelineName}' "
                &"and Date/Date ge {startdate} "
        &"and Workflow eq 'Release' "
        &") "
        &"/groupby((TestSK, Test/TestName), "
        &"aggregate( "
            &"ResultCount with sum as TotalCount, "
                &"ResultPassCount with sum as PassedCount, "
                &"ResultFailCount with sum as FailedCount, "
            &"ResultNotExecutedCount with sum as NotExecutedCount, "
                &"ResultNotImpactedCount with sum as NotImpactedCount, "
            &"ResultFlakyCount with sum as FlakyCount)) "
        &"/filter(FailedCount gt 0) "
    &"/compute( "
    &"iif(TotalCount gt NotExecutedCount, ((PassedCount add NotImpactedCount) div cast(TotalCount sub NotExecutedCount, Edm.Decimal)) mul 100, 0) as PassRate) "
    ,null, [Implementation="2.0",OmitValues = ODataOmitValues.Nulls,ODataVersion = 4]) 
in
    Source

Failed tests filtered by branch

To view the failed tests of a pipeline for a particular branch, use the following queries. To create the report, carry out the following extra steps along with what is specified later in this article.

  • Expand Branch into Branch.BranchName.
  • Select Power BI Visualization Slicer and add the field Branch.BranchName to the slicer's Field.
  • Select the branch name from the slicer for which you need to see the outcome summary.

For more information about using slicers, see Slicers in Power BI.

Copy and paste the following Power BI query directly into the Get Data > Blank Query window. For more information, see Overview of sample reports using OData queries.

let
   Source = OData.Feed ("https://analytics.dev.azure.com/{organization}/{project}/_odata/v4.0-preview/TestResultsDaily?
$apply=filter("
                &"Pipeline/PipelineName eq '{pipelineName}' "
                &"and Date/Date ge {startdate} "
        &"and Workflow eq 'Build') "
        &"/groupby((TestSK, Test/TestName, Branch/BranchName), "
            &"aggregate( "
                &"ResultCount with sum as TotalCount, "
                &"ResultPassCount with sum as PassedCount, "
            &"ResultFailCount with sum as FailedCount, "
                &"ResultNotExecutedCount with sum as NotExecutedCount, "
            &"ResultNotImpactedCount with sum as NotImpactedCount, "
        &"ResultFlakyCount with sum as FlakyCount)) "
    &"/filter(FailedCount gt 0) "
    &"/compute( "
    &"iif(TotalCount gt NotExecutedCount, ((PassedCount add NotImpactedCount) div cast(TotalCount sub NotExecutedCount, Edm.Decimal)) mul 100, 0) as PassRate) "
    ,null, [Implementation="2.0",OmitValues = ODataOmitValues.Nulls,ODataVersion = 4]) 
in
    Source

Failed tests filtered by test file

To view the failed tests for a pipeline and a particular test file, use the following queries. To create the report, carry out the following extra steps along with what is defined later in this article.

  • Expand Test into Test.ContainerName.
  • Select Power BI Visualization Slicer and add the field Test.ContainerName to the slicer's Field.
  • Select the container name from the slicer for which you need to see the outcome summary.

Copy and paste the following Power BI query directly into the Get Data > Blank Query window. For more information, see Overview of sample reports using OData queries.

let
   Source = OData.Feed ("https://analytics.dev.azure.com/{organization}/{project}/_odata/v4.0-preview/TestResultsDaily?
$apply=filter("
                &"Pipeline/PipelineName eq '{pipelineName}' "
                &"and Date/Date ge {startdate}) "
        &"/groupby((TestSK, Test/TestName, Test/ContainerName), "
        &"aggregate( "
            &"ResultCount with sum as TotalCount, "
                &"ResultPassCount with sum as PassedCount, "
                &"ResultFailCount with sum as FailedCount, "
            &"ResultNotExecutedCount with sum as NotExecutedCount, "
                &"ResultNotImpactedCount with sum as NotImpactedCount, "
            &"ResultFlakyCount with sum as FlakyCount)) "
        &"/filter(FailedCount gt 0) "
    &"/compute( "
    &"iif(TotalCount gt NotExecutedCount, ((PassedCount add NotImpactedCount) div cast(TotalCount sub NotExecutedCount, Edm.Decimal)) mul 100, 0) as PassRate) "
    ,null, [Implementation="2.0",OmitValues = ODataOmitValues.Nulls,ODataVersion = 4]) 
in
    Source

Failed tests filtered by test owner

To view the failed tests for a pipeline for tests owned by a particular test owner, use the following queries. To create the report, carry out the following extra steps along with what is defined later in this article.

  • Expand Test into Test.TestOwner.
  • Select Power BI Visualization Slicer and add the field Test.TestOwner to the slicer's Field.
  • Select the test owner from the slicer for which you need to see the outcome summary.

Copy and paste the following Power BI query directly into the Get Data > Blank Query window. For more information, see Overview of sample reports using OData queries.

let
   Source = OData.Feed ("https://analytics.dev.azure.com/{organization}/{project}/_odata/v4.0-preview/TestResultsDaily?
$apply=filter("
                &"Pipeline/PipelineName eq '{pipelineName}' "
                &"and Date/Date ge {startdate}) "
        &"/groupby((TestSK, Test/TestName, Test/TestOwner), "
        &"aggregate( "
            &"ResultCount with sum as TotalCount, "
                &"ResultPassCount with sum as PassedCount, "
                &"ResultFailCount with sum as FailedCount, "
            &"ResultNotExecutedCount with sum as NotExecutedCount, "
                &"ResultNotImpactedCount with sum as NotImpactedCount, "
            &"ResultFlakyCount with sum as FlakyCount)) "
        &"/filter(FailedCount gt 0) "
    &"/compute( "
    &"iif(TotalCount gt NotExecutedCount, ((PassedCount add NotImpactedCount) div cast(TotalCount sub NotExecutedCount, Edm.Decimal)) mul 100, 0) as PassRate) "
    ,null, [Implementation="2.0",OmitValues = ODataOmitValues.Nulls,ODataVersion = 4]) 
in
    Source

Substitution strings and query breakdown

Replace the following strings with your values. Don't include the braces {} in your substitution. For example, if your organization name is "Fabrikam", replace {organization} with Fabrikam, not {Fabrikam}.

  • {organization} - Your organization name.
  • {project} - Your team project name.
  • {pipelinename} - Your pipeline name. Example: Fabrikam hourly build pipeline.
  • {startdate} - The date to start your report. Format: YYYY-MM-DDZ. Example: 2021-09-01Z represents September 1, 2021. Don't enclose in quotes or brackets and use two digits for both, month and date.

Query breakdown

The following table describes each part of the query.

Query part

Description

$apply=filter(

Start filter() clause.

Pipeline/PipelineName eq '{pipelineName}'

Return test runs for the specified pipeline.

and Date/Date ge {startdate}

Return test runs on or after the specified date.

and Workflow eq 'Build'

Return test runs for Build workflow pipeline.

)

Close filter() clause.

/groupby(

Start groupby() clause.

(TestSK, Test/TestName),

Group by the test Name

aggregate(

Start aggregate clause to sum the test runs matching the filter criteria.

ResultCount with sum as TotalCount,

Count the total number of test runs as TotalCount.

ResultPassCount with sum as PassedCount,

Count the total number of passed test runs as PassedCount.

ResultFailCount with sum as FailedCount,

Count the total number of failed test runs as FailedCount.

ResultNotExecutedCount with sum as NotExecutedCount

Count the total number of not executed test runs as NotExecutedCount.

ResultNotImpactedCount with sum as NotImpactedCount,

Count the total number of not affected test runs as NotImpactedCount.

ResultFlakyCount with sum as FlakyCount

Count the total number of flaky test runs as FlakyCount.

))

Close aggregate() and groupby() clauses.

/filter(FailedCount gt 0)

Filter to only include tests that have at least one failure.

/compute(

Start compute() clause.

iif(TotalCount gt NotExecutedCount, ((PassedCount add NotImpactedCount) div cast(TotalCount sub NotExecutedCount, Edm.Decimal)) mul 100, 0) as PassRate

For all the tests, calculate PassRate.

)

Close compute() clause.

(Optional) Rename query

You can rename the default query label, Query1, to something more meaningful. Enter a new name from the Query Settings pane.

Screenshot of Power BI query menu options, rename query.

Expand the Test column in Power BI

Expand the Test column to show the expanded entity Test.TestName. When you expand the column, you flatten the record into specific fields. For more information, see Transform Analytics data to generate Power BI reports, Expand columns.

Change column data type

  1. In Power Query Editor, select the TotalCount, PassedCount, FailedCount, NotExecutedCount, NotImpactedCount, and FlakyCount columns. Select Data Type from the Transform menu, and then choose Whole Number.

  2. Select the PassRate column. Select Data Type from the Transform menu, and then choose Decimal Number.

For more information about changing the data type, see Transform Analytics data to generate Power BI reports, Transform a column data type.

Close the query and apply your changes

When you finish all your data transformations, select Close & Apply from the Home menu. This action saves the query and returns you to the Report tab in Power BI.

Screenshot of Power Query Editor Close and Apply option.

Create the Table report

  1. In Power BI, under Visualizations, select Table. Drag and drop the fields onto the Columns area.

    Screenshot of visualization fields selections for Failed tests table report.

  2. Add the following fields to the Columns section in the order listed.

    • Test.TestName
    • TotalCount
    • PassedCount
    • FailedCount
    • NotImpactedCount
    • NotExecutedCount
    • FlakyCount
    • PassRate

Your report should look similar to the following image.

Screenshot of Sample Failed Tests Table report.

Test task resources

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