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sample-test-analytics-test-duration.md

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title Pipeline test duration sample Power BI reports
titleSuffix Azure DevOps
description Learn how to generate a test duration Power BI report for a given pipeline in the project.
ms.subservice azure-devops-analytics
ms.reviewer desalg
ms.manager wiwagn
ms.author chcomley
ms.custom powerbisample, engagement-fy23
author chcomley
ms.topic sample
monikerRange <=azure-devops
ms.date 09/09/2024
ai-usage ai-assisted

Test duration sample report

[!INCLUDE version-lt-eq-azure-devops]

Test duration reports, similar to the one shown in the following image, provide insight into the number of times a test runs and the average time it takes for a particular test to execute during a pipeline run.

:::image type="content" source="media/pipeline-test-reports/test-duration-table-report.png" alt-text="Screenshot of Test Duration Table report.":::

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

  • Test duration for build workflow
  • Test duration for release workflow
  • Test duration for a particular branch
  • Test duration for a particular test file
  • Test duration for a particular test owner

[!INCLUDE temp]

[!INCLUDE prerequisites-simple]

[!INCLUDE temp]

Sample queries

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

[!INCLUDE temp]

Test duration for Build workflow

Use the following queries to view the test duration report for a pipeline with a Build workflow.

Power BI query

[!INCLUDE temp]

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, "
      &"ResultDurationSeconds with sum as TotalDuration"
      &"))/compute("
      &"TotalDuration div TotalCount as AvgDuration"
      &")",
      null, [Implementation="2.0", OmitValues = ODataOmitValues.Nulls, ODataVersion = 4]
   )
in
    Source

OData query

[!INCLUDE temp]

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,
        ResultDurationSeconds with sum as TotalDuration
    )
)/compute(
    TotalDuration div TotalCount as AvgDuration
)

Test duration for Release workflow

Use the following queries to view the test duration report for a pipeline with a Release workflow.

Power BI query

[!INCLUDE temp]

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, Workflow),"
      &"aggregate("
      &"ResultCount with sum as TotalCount, "
      &"ResultDurationSeconds with sum as TotalDuration"
      &"))/compute("
      &"TotalDuration div TotalCount as AvgDuration"
      &")",
      null, [Implementation="2.0", OmitValues = ODataOmitValues.Nulls, ODataVersion = 4]
   )
in
    Source

OData query

[!INCLUDE temp]

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, Workflow),
    aggregate(
        ResultCount with sum as TotalCount,
        ResultDurationSeconds with sum as TotalDuration
    )
)/compute(
    TotalDuration div TotalCount as AvgDuration
)

Test duration filtered by branch

To view the test duration of pipeline tests 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.

Power BI query

[!INCLUDE temp]

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, "
      &"ResultDurationSeconds with sum as TotalDuration"
      &"))/compute("
      &"TotalDuration div TotalCount as AvgDuration"
      &")",
      null, [Implementation="2.0", OmitValues = ODataOmitValues.Nulls, ODataVersion = 4]
   )
in
    Source

OData query

[!INCLUDE temp]

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,
        ResultDurationSeconds with sum as TotalDuration
    )
)/compute(
    TotalDuration div TotalCount as AvgDuration
)

Test duration filtered by test file

To view the test duration of 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.ContainerName.
  • Select Power BI Visualization Slicer and add the field Test.ContainerName to the slicer's Field.
  • Select the test file from the slicer for which you need to see the outcome summary.

Power BI query

[!INCLUDE temp]

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, Test/ContainerName),"
      &"aggregate("
      &"ResultCount with sum as TotalCount, "
      &"ResultDurationSeconds with sum as TotalDuration"
      &"))/compute("
      &"TotalDuration div TotalCount as AvgDuration"
      &")",
      null, [Implementation="2.0", OmitValues = ODataOmitValues.Nulls, ODataVersion = 4]
   )
in
    Source

OData query

[!INCLUDE temp]

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, Test/ContainerName),
    aggregate(
        ResultCount with sum as TotalCount,
        ResultDurationSeconds with sum as TotalDuration
    )
)/compute(
    TotalDuration div TotalCount as AvgDuration
)

Test duration filtered by test owner

To view the test duration of 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.

Power BI query

[!INCLUDE temp]

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, Test/TestOwner),"
      &"aggregate("
      &"ResultCount with sum as TotalCount, "
      &"ResultDurationSeconds with sum as TotalDuration"
      &"))/compute("
      &"TotalDuration div TotalCount as AvgDuration"
      &")",
      null, [Implementation="2.0", OmitValues = ODataOmitValues.Nulls, ODataVersion = 4]
   )
in
    Source

OData query

[!INCLUDE temp]

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, Test/TestOwner),
    aggregate(
        ResultCount with sum as TotalCount,
        ResultDurationSeconds with sum as TotalDuration
    )
)/compute(
    TotalDuration div TotalCount as AvgDuration
)

Substitution strings and query breakdown

[!INCLUDE temp]

  • {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.

:::row::: :::column span="1"::: Query part :::column-end::: :::column span="1"::: Description :::column-end::: :::row-end:::

:::row::: :::column span="1"::: $apply=filter( :::column-end::: :::column span="1"::: Start filter() clause. :::column-end::: :::row-end::: :::row::: :::column span="1"::: Pipeline/PipelineName eq '{pipelineName}' :::column-end::: :::column span="1"::: Return test runs for the named pipeline. :::column-end::: :::row-end::: :::row::: :::column span="1"::: And Date/Date ge {startdate} :::column-end::: :::column span="1"::: Return test runs on or after the specified date. :::column-end::: :::row-end::: :::row::: :::column span="1"::: and Workflow eq 'Build' :::column-end::: :::column span="1"::: Return test runs for a Build workflow. :::column-end::: :::row-end::: :::row::: :::column span="1"::: ) :::column-end::: :::column span="1"::: Close filter() clause. :::column-end::: :::row-end::: :::row::: :::column span="1"::: /groupby( :::column-end::: :::column span="1"::: Start groupby() clause. :::column-end::: :::row-end::: :::row::: :::column span="1"::: (TestSK, Test/TestName), :::column-end::: :::column span="1"::: Group by the test name. :::column-end::: :::row-end::: :::row::: :::column span="1"::: aggregate( :::column-end::: :::column span="1"::: Start aggregate clause to sum different test run outcomes matching the filter criteria. :::column-end::: :::row-end::: :::row::: :::column span="1"::: ResultCount with sum as TotalCount, :::column-end::: :::column span="1"::: Count the total number of test runs as TotalCount. :::column-end::: :::row-end::: :::row::: :::column span="1"::: ResultDurationSeconds with sum as TotalDuration :::column-end::: :::column span="1"::: Sum the total duration of all the runs as TotalDuration. :::column-end::: :::row-end::: :::row::: :::column span="1"::: )) :::column-end::: :::column span="1"::: Close aggregate() and groupby() clauses. :::column-end::: :::row-end::: :::row::: :::column span="1"::: /compute( :::column-end::: :::column span="1"::: Start compute() clause. :::column-end::: :::row-end::: :::row::: :::column span="1"::: TotalDuration div TotalCount as AvgDuration :::column-end::: :::column span="1"::: For all the tests, calculate the average duration by dividing the total duration by total number of runs. :::column-end::: :::row-end::: :::row::: :::column span="1"::: ) :::column-end::: :::column span="1"::: Close compute() clause. :::column-end::: :::row-end:::

[!INCLUDE temp]

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 column. Select Data Type from the Transform menu, and then choose Whole Number.

  2. Select the TotalDuration and AvgDuration columns. 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.

[!INCLUDE temp]

Create the Table report

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

    :::image type="content" source="media/pipeline-test-reports/visualizations-test-duration-table.png" alt-text="Screenshot of visualization fields selections for Test Duration table report. ":::

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

    • Test.TestName
    • TotalCount
    • AvgDuration

  3. Right-select the AvgDuration field and choose Average instead of Sum.

Your report should look similar to the following image.

:::image type="content" source="media/pipeline-test-reports/test-duration-table-report.png" alt-text="Screenshot of Sample Test Duration Table report.":::

Related articles

[!INCLUDE temp]