Failed tests sample report

Je li ova stranica od pomoći?

Imate dodatne povratne informacije?

Povratne informacije će biti poslane kompaniji Microsoft: pritiskom na dugme za slanje, vaše povratne informacije će se koristiti za unapređivanje proizvoda i usluga kompanije Microsoft. Pravila privatnosti.

Azure DevOps Services

This article shows you how to create a report that shows the list of failed tests for a pipeline.

An example is shown in the following image.

Specifically, you'll find sample queries for 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

Important

Power BI integration and access to the OData feed of the Analytics Service are in Preview. The sample queries provided in this article are valid only against Azure DevOps Services and depend on v3.0-preview or later version. We encourage you to use these queries and provide us feedback.

Prerequisites

• You must be a member of a project with Basic access or higher. If you haven't been added as a project member, get added now. Anyone with access to the project, except stakeholders, can view Analytics views.
• For Analytics data to be available, the corresponding service must be enabled. For example, to query work tracking data, Boards must be enabled. If it is disabled, Analytics views won't be displayed. To re-enable a service, see Turn an Azure DevOps service on or off
• To use Analytics views, enable the Analytics Views preview feature either for individual users or for the organization.
• Also, you must have your *View Analytics permission set to Allow. For more information, see Grant permissions to access the Analytics service.
• To use Power BI for Azure DevOps or to exercise an OData query for Analytics, you must must have your View Analytics permission set to Allow. By default, all Contributors with Basic access are granted access. To edit shared Analytics views, you must have your Edit shared Analytics views permission set to Allow. For more information, see Grant permissions to access the Analytics service.

Sample queries

Note

This article assumes you've read Overview of Sample Reports using OData Queries and have a basic understanding of Power BI.

Power BI query

You can paste the Power BI query listed below directly into the Get Data->Blank Query window. For more information, review 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

OData query

You can use the following OData query code to modify or test the query prior to using it in Power BI. For more information, see Connect using Power BI and OData queries.

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)

Substitution strings

Each query contains the following strings that you must replace with your values. Don't include brackets {} with 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()

Pipeline/PipelineName eq '{pipelineName}'

Return test runs for the specified pipeline

and CompletedOn/Date ge {startdate}

Return test runs on or after the specified date

and Workflow eq 'Build'

Return test runs for 'Build' workflow

)

Close filter()

/groupby(

Start groupby()

(TestSK, Test/TestName),

Group by the test Name

aggregate(

Start aggregate. For all the test runs matching the above 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()

/compute(

Start compute()

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

For all the tests, calculate Pass rate.

)

Close compute()

Power BI transforms

The query returns some columns that you need to expand and flatten into its fields before you can use them in Power BI. In this example, such an entity is Test.

After closing the Advanced Editor and while remaining in the Power Query Editor, select the expand button on Test.

Expand the Test column

1. Choose the expand button

   

2. Select the checkbox "(Select All Columns)" to expand

   

3. The table now contains the expanded entity Test.TestName.

   

Change column type

The query doesn't return all the columns in the format in which you can directly consume them in Power BI reports. You can change the column type as shown.

1. Change the type of column TotalCount, PassedCount, FailedCount, NotExecutedCount, **NotImpactedCount, and FlakyCount to Whole Number.

   

2. Change the type of column PassRate to Decimal Number.

   

Rename fields and query, then Close & Apply

When finished, you may choose to rename columns.

1. Right-click a column header and select Rename...

   

2. You also may want to rename the query from the default Query1, to something more meaningful.

   

3. Once done, choose Close & Apply to save the query and return to Power BI.

   

Create the report

Power BI shows you the fields you can report on.

Note

The example below assumes that no one renamed any columns.

For a simple report, do the following steps:

1. Select Power BI Visualization Table.
2. Add the field "Test.TestName" to Values.
3. Add the field "TotalCount" to Values.
4. Add the field "PassedCount" to Values.
5. Add the field "FailedCount" to Values.
6. Add the field "NotImpactedCount" to Values.
7. Add the field "NotExecutedCount" to Values.
8. Add the field "FlakyCount" to Values.
9. Add the field "PassRate" to Values

Your report should look like this.

You can use the following other queries to create different but similar reports using the same steps defined previously in this article.

Failed tests for Release workflow

You may want to view the failed tests of a pipeline for Release workflow, instead of Build workflow.

Power BI query

You can paste the Power BI query listed below directly into the Get Data->Blank Query window. For more information, review 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, Workflow), "
        &"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

OData query

You can use the following OData query code to modify or test the query prior to using it in Power BI. For more information, see Connect using Power BI and OData queries.

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,
	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)

Filter by Branch

You may want to view the failed tests of a pipeline for a particular branch only. To create the report, carry out the following extra steps along with what is defined previously 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 pipeline from the slicer for which you need to see the outcome summary

Power BI query

You can paste the Power BI query listed below directly into the Get Data->Blank Query window. For more information, review 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

OData query

You can use the following OData query code to modify or test the query prior to using it in Power BI. For more information, see Connect using Power BI and OData queries.

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)

Filter by test file

You may want to view the failed tests of a pipeline for a particular test file only. To create the report, carry out the following extra steps along with what is defined previously in this article.

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

Power BI query

You can paste the Power BI query listed below directly into the Get Data->Blank Query window. For more information, review 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

OData query

You can use the following OData query code to modify or test the query prior to using it in Power BI. For more information, see Connect using Power BI and OData queries.

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)

Filter by test owner

You may want to view the failed tests of a pipeline for tests owned by a particular test owner only. To create the report, carry out the following extra steps along with what is defined previously in this article.

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

Power BI query

You can paste the Power BI query listed below directly into the Get Data->Blank Query window. For more information, review 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

OData query

You can use the following OData query code to modify or test the query prior to using it in Power BI. For more information, see Connect using Power BI and OData queries.

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)

Full list of Pipelines sample reports

Pipeline

Pipeline and test

---

• Outcome summary
• Outcome summary for all pipelines
• Pass rate trend
• Stage wise failures
• Duration
• Duration trend
• Task duration
• Task duration trend

• Test summary
• Test summary trend
• Failed tests
• Flaky tests
• Test duration
• Test duration trend
• Pass rate trend of a test

---

Related articles

• Overview of sample reports using OData queries
• Connect using Power BI and OData queries
• Analytics OData query quick reference