Document Details

Azure Stack Edge Gpu Deploy Stateful Application Static Provision Kubernetes
Home / Scan #41 / Azure Stack Edge Gpu Deploy Stateful Application Static Provision Kubernetes
Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
GitHub View on GitHub 📚 View on Microsoft Learn

Bias Analysis

Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation exhibits a strong Windows bias. It assumes the user is on a Windows client, specifies Windows PowerShell as a prerequisite, and provides all command-line examples in a Windows context (including PowerShell prompts and Windows file paths). There are no Linux/macOS-specific instructions, examples, or file path conventions, and the use of Windows-specific tools and commands is emphasized throughout.
Recommendations
  • Provide parallel instructions and examples for Linux/macOS clients, including shell commands and file paths (e.g., ~/.kube instead of C:\Users\<username>\.kube).
  • Mention and demonstrate how to install and use kubectl on Linux/macOS, not just Windows.
  • Replace or supplement PowerShell-specific command prompts and output with Bash equivalents.
  • Clarify that the procedure is cross-platform and explicitly state any differences or limitations for non-Windows users.
  • Where Windows-specific tools (e.g., New-HcsKubernetesNamespace) are mentioned, note if there are Linux equivalents or if these steps must be performed from a Windows system.
  • Ensure screenshots and file path references are not exclusively Windows-centric, or provide alternatives for other operating systems.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets

    C:\Users\user>kubectl get pods -n "userns1"
    No resources found in userns1 namespace.    
    C:\Users\user>
   
    C:\Users\user>kubectl describe pvc mysql-pv-claim -n userns1
    Name:          mysql-pv-claim
    Namespace:     userns1
    StorageClass:
    Status:        Bound
    Volume:        mylocalsmbshare1
    Labels:        <none>
    Annotations:   kubectl.kubernetes.io/last-applied-configuration:
                     {"apiVersion":"v1","kind":"PersistentVolumeClaim","metadata":{"annotations":{},"name":"mysql-pv-claim","namespace":"userns1"},"spec":{"acc...
                   pv.kubernetes.io/bind-completed: yes
    Finalizers:    [kubernetes.io/pvc-protection]
    Capacity:      32Ti
    Access Modes:  RWO,RWX
    VolumeMode:    Filesystem
    Mounted By:    mysql-c85f7f79c-vzz7j
    Events:        <none>
    
    C:\Users\user>
    
C:\Users\user>kubectl exec mysql-c85f7f79c-vzz7j -i -t -n userns1 -- mysql
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 1
Server version: 5.6.49 MySQL Community Server (GPL)

Copyright (c) 2000, 2020, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql>

C:\Users\user>kubectl delete deployment,svc mysql -n userns1
deployment.apps "mysql" deleted
service "mysql" deleted
C:\Users\user>

C:\Users\user>kubectl delete pvc mysql-pv-claim -n userns1
persistentvolumeclaim "mysql-pv-claim" deleted
C:\Users\user>

    C:\Users\user>kubectl apply -f "C:\stateful-application\mysql-pv.yml" -n userns1
    persistentvolumeclaim/mysql-pv-claim created
    
    C:\Users\user>
    
    C:\Users\user>kubectl apply -f "C:\stateful-application\mysql-deployment.yml" -n userns1
        service/mysql created
        deployment.apps/mysql created
    
    C:\Users\user>kubectl describe deployment mysql -n userns1
    Name:               mysql
    Namespace:          userns1
    CreationTimestamp:  Tue, 18 Aug 2020 09:44:58 -0700
    Labels:             <none>
    Annotations:        deployment.kubernetes.io/revision: 1
                        kubectl.kubernetes.io/last-applied-configuration:
                          {"apiVersion":"apps/v1","kind":"Deployment","metadata":{"annotations":{},"name":"mysql","namespace":"userns1"},"spec":{"selector":{"matchL...
    Selector:           app=mysql
    Replicas:           1 desired | 1 updated | 1 total | 1 available | 0 unavailable
    StrategyType:       Recreate
    MinReadySeconds:    0
    Pod Template:
      Labels:  app=mysql
      Containers:
       mysql:
        Image:      mysql:5.6
        Port:       3306/TCP
        Host Port:  0/TCP
        Environment:
          MYSQL_ROOT_PASSWORD:  password
        Mounts:
          /var/lib/mysql from mysql-persistent-storage (rw)
      Volumes:
       mysql-persistent-storage:
        Type:       PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)
        ClaimName:  mysql-pv-claim
        ReadOnly:   false
    Conditions:
      Type           Status  Reason
      ----           ------  ------
      Progressing    True    NewReplicaSetAvailable
      Available      True    MinimumReplicasAvailable
    OldReplicaSets:  <none>
    NewReplicaSet:   mysql-c85f7f79c (1/1 replicas created)
    Events:
      Type    Reason             Age   From                   Message
      ----    ------             ----  ----                   -------
      Normal  ScalingReplicaSet  10m   deployment-controller  Scaled up replica set mysql-c85f7f79c to 1
    
    C:\Users\user>
    
    C:\Users\user>kubectl get pods -l app=mysql -n userns1
    NAME                    READY   STATUS    RESTARTS   AGE
    mysql-c85f7f79c-vzz7j   1/1     Running   1          14m
    
    C:\Users\user>