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Azure Stack Edge Gpu Deploy Stateful Application Dynamic Provision Kubernetes
Home / Scan #48 / Azure Stack Edge Gpu Deploy Stateful Application Dynamic Provision Kubernetes
Sad Tux - Windows bias detected
This page contains Windows bias

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This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
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Bias Analysis

Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias. It explicitly assumes a Windows client, provides all command-line examples in Windows PowerShell format (including drive letters and backslashes), and references Windows-specific tools and paths. There are no Linux or macOS command-line examples, nor are there instructions or notes for users on non-Windows systems. The prerequisites and procedural steps are written from a Windows perspective, with only a brief mention that other operating systems are supported, but without any concrete guidance or examples.
Recommendations
  • Provide parallel Linux/macOS command-line examples for all kubectl commands, using standard POSIX shell syntax and file paths (e.g., /home/user/.kube).
  • Include instructions for installing kubectl and managing kubeconfig on Linux/macOS clients.
  • Replace or supplement Windows PowerShell-specific commands and output with bash/zsh equivalents.
  • Explicitly state in the prerequisites and throughout the guide that the procedure is applicable to Linux/macOS clients, and link to relevant OS-specific setup guides.
  • Where file paths are referenced (e.g., saving YAML files), show both Windows and Linux/macOS path formats.
  • If any steps are different for Linux/macOS (such as permissions or environment setup), provide those details.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

    C:\Users\user>kubectl apply -f "C:\stateful-application\mysql-deployment.yml" -n userns1
    service/mysql created
    deployment.apps/mysql created
    C:\Users\user>
    
C:\Users\user>kubectl exec mysql-695c4d9dcd-rvzff -i -t -n userns1 -- mysql -p
Enter password:
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 3
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 apply -f "C:\stateful-application\mysql-pvc.yml" -n userns1
    persistentvolumeclaim/mysql-pv-claim-sc created
    C:\Users\user>
    
    C:\Users\user>kubectl describe pvc mysql-pv-claim-sc -n userns1
    Name:          mysql-pv-claim-sc
    Namespace:     userns1
    StorageClass:  ase-node-local
    Status:        Bound
    Volume:        pvc-dc48253c-82dc-42a4-a7c6-aaddc97c9b8a
    Labels:        <none>
    Annotations:   kubectl.kubernetes.io/last-applied-configuration:
                     {"apiVersion":"v1","kind":"PersistentVolumeClaim","metadata":{"annotations":{},"name":"mysql-pv-claim-sc","namespace":"userns1"},"spec":{"...
                   pv.kubernetes.io/bind-completed: yes
                   pv.kubernetes.io/bound-by-controller: yes
                   volume.beta.kubernetes.io/storage-provisioner: rancher.io/local-path
                   volume.kubernetes.io/selected-node: k8s-3q7lhq2cl-3q7lhq2
    Finalizers:    [kubernetes.io/pvc-protection]
    Capacity:      20Gi
    Access Modes:  RWO
    VolumeMode:    Filesystem
    Mounted By:    mysql-695c4d9dcd-rvzff
    Events:
      Type    Reason                 Age                From                                                                                                Message
      ----    ------                 ----               ----                                                                                                -------
      Normal  WaitForFirstConsumer   71s (x2 over 77s)  persistentvolume-controller                                                                         waiting for first consumer to be created before binding
      Normal  ExternalProvisioning   62s                persistentvolume-controller                                                                         waiting for a volume to be created, either by external provisioner "rancher.io/local-path" or manually created by system administrator
      Normal  Provisioning           62s                rancher.io/local-path_local-path-provisioner-6b84988bf9-tx8mz_1896d824-f862-4cbf-912a-c8cc0ca05574  External provisioner is provisioning volume for claim "userns1/mysql-pv-claim-sc"
      Normal  ProvisioningSucceeded  60s                rancher.io/local-path_local-path-provisioner-6b84988bf9-tx8mz_1896d824-f862-4cbf-912a-c8cc0ca05574  Successfully provisioned volume pvc-dc48253c-82dc-42a4-a7c6-aaddc97c9b8a
    C:\Users\user>
    
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-sc -n userns1
persistentvolumeclaim "mysql-pv-claim-sc" deleted
C:\Users\user>