Hdinsight Hadoop Manage Ambari Rest Api

Bias Analysis

Detected Bias Types

windows_first

powershell_heavy

windows_tools

Summary

The documentation provides both Bash and PowerShell examples throughout, but there is a consistent pattern of mentioning Windows-specific tools and environments (such as Bash on Ubuntu on Windows 10, Windows PowerShell, and explicit references to Windows paths for jq) before or alongside Linux-native alternatives. The prerequisites and setup sections prioritize Windows environments, and some instructions (e.g., jq path in PowerShell) are tailored for Windows users. There are no missing Linux examples, but the overall framing and tool recommendations are Windows-centric.

Recommendations

In the prerequisites, mention native Linux environments (e.g., Ubuntu, CentOS) before or alongside Windows Subsystem for Linux, and clarify that all Bash examples work natively on Linux.
When referencing tools like jq, provide installation instructions or links for both Linux and Windows, not just Windows.
Avoid Windows-specific paths (e.g., C:\HD\jq\jq-win64) in PowerShell examples, or provide equivalent Linux paths for parity.
When listing shell options, avoid phrasing that implies Windows is the primary or default environment (e.g., 'Bash on Ubuntu on Windows 10' as the main example).
Consider providing a dedicated section or callout for Linux users, especially in setup and prerequisites.
Where possible, clarify that all examples are cross-platform unless otherwise noted, and ensure Linux is not presented as an afterthought.

Create Pull Request

Date	Scan	Status	Result
2026-01-14 00:00	#250	in_progress	Biased
2026-01-13 00:00	#246	completed	Biased
2026-01-11 00:00	#240	completed	Biased
2026-01-10 00:00	#237	completed	Biased
2026-01-09 00:34	#234	completed	Biased
2026-01-08 00:53	#231	completed	Biased
2026-01-06 18:15	#225	cancelled	Clean
2025-09-16 00:00	#113	completed	Clean
2025-09-15 00:00	#112	completed	Clean
2025-09-14 00:00	#111	completed	Clean
2025-09-13 00:00	#110	completed	Clean
2025-09-12 00:00	#109	completed	Clean
2025-09-11 00:00	#108	completed	Clean
2025-09-10 00:00	#107	completed	Clean
2025-09-09 00:00	#106	completed	Clean
2025-09-08 00:00	#105	completed	Clean
2025-09-07 00:00	#104	completed	Clean
2025-09-06 00:00	#103	completed	Clean
2025-08-17 00:01	#83	cancelled	Clean
2025-07-13 21:37	#48	completed	Clean
2025-07-12 23:44	#41	cancelled	Biased
2025-07-09 13:09	#3	cancelled	Clean
2025-07-08 04:23	#2	cancelled	Biased

Flagged Code Snippets

$creds = Get-Credential -UserName "admin" -Message "Enter the HDInsight login"

# Identify properly cased cluster name
$resp = Invoke-WebRequest -Uri "https://CLUSTERNAME.azurehdinsight.net/api/v1/clusters" `
    -Credential $creds -UseBasicParsing
$clusterName = (ConvertFrom-Json $resp.Content).items.Clusters.cluster_name;

# Show cluster name
$clusterName

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName" `
    -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
$respObj.Clusters.health_report

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/hosts" `
    -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
$respObj.items.Hosts.host_name

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/HDFS/components/NAMENODE" `
    -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
$respObj.host_components.HostRoles.host_name

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/HDFS/components/DATANODE" `
    -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
$respObj.host_components.HostRoles.host_name

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/ZOOKEEPER/components/ZOOKEEPER_SERVER" `
    -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
$respObj.host_components.HostRoles.host_name

$uri = "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/hosts" 
$resp = Invoke-WebRequest -Uri $uri -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
foreach($item in $respObj.items) {
    $hostName = [string]$item.Hosts.host_name
    $hostInfoResp = Invoke-WebRequest -Uri "$uri/$hostName" `
        -Credential $creds -UseBasicParsing
    $hostInfoObj = ConvertFrom-Json $hostInfoResp
    $hostIp = $hostInfoObj.Hosts.ip
    "$hostName <--> $hostIp"
}

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/configurations/service_config_versions?service_name=HDFS&service_config_version=1" `
    -Credential $creds -UseBasicParsing
$respObj = ConvertFrom-Json $resp.Content
$respObj.items.configurations.properties.'fs.defaultFS'

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/configurations/service_config_versions?service_name=HDFS&service_config_version=1" `
        -Credential $creds -UseBasicParsing
    $respObj = ConvertFrom-Json $resp.Content
    $respObj.items.configurations.properties.'dfs.adls.home.hostname'

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/configurations/service_config_versions?service_name=HDFS&service_config_version=1" `
        -Credential $creds -UseBasicParsing
    $respObj = ConvertFrom-Json $resp.Content
    $respObj.items.configurations.properties.'dfs.adls.home.mountpoint'

$respObj = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName`?fields=Clusters/desired_configs" `
    -Credential $creds -UseBasicParsing
$respObj.Content

$resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/configurations?type=livy2-conf&tag=INITIAL" `
    -Credential $creds -UseBasicParsing
$resp.Content

    $newConfig = Get-Content .\newconfig.json
    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName" `
        -Credential $creds -UseBasicParsing `
        -Method PUT `
        -Headers @{"X-Requested-By" = "ambari"} `
        -Body $newConfig
    $resp.Content

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/SPARK2" `
        -Credential $creds -UseBasicParsing `
        -Method PUT `
        -Headers @{"X-Requested-By" = "ambari"} `
        -Body '{"RequestInfo": {"context": "turning on maintenance mode for SPARK2"},"Body": {"ServiceInfo": {"maintenance_state":"ON"}}}'

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/SPARK2" `
        -Credential $creds -UseBasicParsing
    $respObj = ConvertFrom-Json $resp.Content
    $respObj.ServiceInfo.maintenance_state

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/SPARK2" `
        -Credential $creds -UseBasicParsing `
        -Method PUT `
        -Headers @{"X-Requested-By" = "ambari"} `
        -Body '{"RequestInfo":{"context":"_PARSE_.STOP.SPARK2","operation_level":{"level":"SERVICE","cluster_name":"CLUSTERNAME","service_name":"SPARK"}},"Body":{"ServiceInfo":{"state":"INSTALLED"}}}'
    $resp.Content

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/requests/29" `
        -Credential $creds -UseBasicParsing
    $respObj = ConvertFrom-Json $resp.Content
    $respObj.Requests.request_status

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/SPARK2" `
        -Credential $creds -UseBasicParsing `
        -Method PUT `
        -Headers @{"X-Requested-By" = "ambari"} `
        -Body '{"RequestInfo":{"context":"_PARSE_.START.SPARK2","operation_level":{"level":"SERVICE","cluster_name":"CLUSTERNAME","service_name":"SPARK"}},"Body":{"ServiceInfo":{"state":"STARTED"}}}'
    $resp.Content

    $resp = Invoke-WebRequest -Uri "https://$clusterName.azurehdinsight.net/api/v1/clusters/$clusterName/services/SPARK2" `
        -Credential $creds -UseBasicParsing `
        -Method PUT `
        -Headers @{"X-Requested-By" = "ambari"} `
        -Body '{"RequestInfo": {"context": "turning off maintenance mode for SPARK2"},"Body": {"ServiceInfo": {"maintenance_state":"OFF"}}}'

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