Document Details
Azure Stack Edge Gpu Deploy Stateless Application Kubernetes
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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.
Bias Analysis
Bias Types:
⚠️
powershell_heavy
⚠️
windows_first
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation is heavily biased towards Windows environments. All command-line examples are shown in PowerShell, with Windows-style paths (e.g., C:\Users\<username>\.kube), and sample outputs are from PowerShell terminals. The prerequisites and instructions explicitly refer to Windows PowerShell and Windows client systems, with no Linux or macOS equivalents provided. There is no mention of Linux shell usage, Linux file paths, or cross-platform considerations, despite kubectl being cross-platform.
Recommendations:
- Provide equivalent Linux (bash) and macOS command-line examples alongside PowerShell examples.
- Include Linux/macOS file path examples (e.g., ~/.kube) and explain where configuration files are stored on non-Windows systems.
- Update prerequisites to mention supported Linux/macOS environments and required shell versions.
- Show sample outputs from bash or zsh terminals as well as PowerShell.
- Avoid assuming the user is on Windows; use neutral language or clarify when instructions are OS-specific.
- Link to official kubectl installation guides for all platforms, not just Windows PowerShell.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |
Flagged Code Snippets
PS C:\WINDOWS\system32> C:\windows\system32\kubectl.exe version
Client Version: version.Info{Major:"1", Minor:"15", GitVersion:"v1.15.2", GitCommit:"f6278300bebbb750328ac16ee6dd3aa7d3549568", GitTreeState:"clean", BuildDate:"2019-08-05T09:23:26Z", GoVersion:"go1.12.5", Compiler:"gc", Platform:"windows/amd64"}
Server Version: version.Info{Major:"1", Minor:"15", GitVersion:"v1.15.1", GitCommit:"4485c6f18cee9a5d3c3b4e523bd27972b1b53892", GitTreeState:"clean", BuildDate:"2019-07-18T09:09:21Z", GoVersion:"go1.12.5", Compiler:"gc", Platform:"linux/amd64"}
PS C:\WINDOWS\system32> kubectl apply -f https://k8s.io/examples/application/deployment-scale.yaml -n "test1"
PS C:\WINDOWS\system32> kubectl get pods -n "test1"
No resources found.
PS C:\WINDOWS\system32>
PS C:\Users\username> ls .kube
Directory: C:\Users\user\.kube
Mode LastWriteTime Length Name
---- ------------- ------ ----
d----- 2/18/2020 11:05 AM cache
d----- 2/18/2020 11:04 AM http-cache
-a---- 2/18/2020 10:41 AM 5377 config
PS C:\WINDOWS\system32> kubectl apply -f https://k8s.io/examples/application/deployment.yaml -n "test1"
deployment.apps/nginx-deployment created
PS C:\Users\user> kubectl describe deployment nginx-deployment -n "test1"
Name: nginx-deployment
Namespace: test1
CreationTimestamp: Tue, 18 Feb 2020 13:35:29 -0800
Labels: <none>
Annotations: deployment.kubernetes.io/revision: 1
kubectl.kubernetes.io/last-applied-configuration:
{"apiVersion":"apps/v1","kind":"Deployment","metadata":{"annotations":{},"name":"nginx-deployment","namespace":"test1"},"spec":{"repl...
Selector: app=nginx
Replicas: 2 desired | 2 updated | 2 total | 2 available | 0 unavailable
StrategyType: RollingUpdate
MinReadySeconds: 0
RollingUpdateStrategy: 25% max unavailable, 25% max surge
Pod Template:
Labels: app=nginx
Containers:
nginx:
Image: nginx:1.7.9
Port: 80/TCP
Host Port: 0/TCP
Environment: <none>
Mounts: <none>
Volumes: <none>
Conditions:
Type Status Reason
---- ------ ------
Available True MinimumReplicasAvailable
Progressing True NewReplicaSetAvailable
OldReplicaSets: <none>
NewReplicaSet: nginx-deployment-5754944d6c (2/2 replicas created)
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal ScalingReplicaSet 2m22s deployment-controller Scaled up replica set nginx-deployment-5754944d6c to 2
PS C:\Users\user> kubectl get pods -l app=nginx -n "test1"
NAME READY STATUS RESTARTS AGE
nginx-deployment-5754944d6c-7wqjd 1/1 Running 0 3m13s
nginx-deployment-5754944d6c-nfj2h 1/1 Running 0 3m13s
PS C:\Users\user> kubectl describe pod "nginx-deployment-5754944d6c-7wqjd" -n "test1"
Name: nginx-deployment-5754944d6c-7wqjd
Namespace: test1
Priority: 0
Node: k8s-1d9qhq2cl-n1/10.128.46.184
Start Time: Tue, 18 Feb 2020 13:35:29 -0800
Labels: app=nginx
pod-template-hash=5754944d6c
Annotations: <none>
Status: Running
IP: 172.17.246.200
Controlled By: ReplicaSet/nginx-deployment-5754944d6c
Containers:
nginx:
Container ID: docker://280b0f76bfdc14cde481dc4f2b8180cf5fbfc90a084042f679d499f863c66979
Image: nginx:1.7.9
Image ID: docker-pullable://nginx@sha256:e3456c851a152494c3e4ff5fcc26f240206abac0c9d794affb40e0714846c451
Port: 80/TCP
Host Port: 0/TCP
State: Running
Started: Tue, 18 Feb 2020 13:35:35 -0800
Ready: True
Restart Count: 0
Environment: <none>
Mounts:
/var/run/secrets/kubernetes.io/serviceaccount from default-token-8gksw (ro)
Conditions:
Type Status
Initialized True
Ready True
ContainersReady True
PodScheduled True
Volumes:
default-token-8gksw:
Type: Secret (a volume populated by a Secret)
SecretName: default-token-8gksw
Optional: false
QoS Class: BestEffort
Node-Selectors: <none>
Tolerations: node.kubernetes.io/not-ready:NoExecute for 300s
node.kubernetes.io/unreachable:NoExecute for 300s
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal Scheduled 4m58s default-scheduler Successfully assigned test1/nginx-deployment-5754944d6c-7wqjd to k8s-1d9qhq2cl-n1
Normal Pulling 4m57s kubelet, k8s-1d9qhq2cl-n1 Pulling image "nginx:1.7.9"
Normal Pulled 4m52s kubelet, k8s-1d9qhq2cl-n1 Successfully pulled image "nginx:1.7.9"
Normal Created 4m52s kubelet, k8s-1d9qhq2cl-n1 Created container nginx
Normal Started 4m52s kubelet, k8s-1d9qhq2cl-n1 Started container nginx
PS C:\WINDOWS\system32> kubectl get pods -l app=nginx
NAME READY STATUS RESTARTS AGE
nginx-deployment-148880595-4zdqq 1/1 Running 0 25s
nginx-deployment-148880595-6zgi1 1/1 Running 0 25s
nginx-deployment-148880595-fxcez 1/1 Running 0 2m
nginx-deployment-148880595-rwovn 1/1 Running 0 2m
PS C:\Users\user> kubectl delete deployment nginx-deployment -n "test1"
deployment.extensions "nginx-deployment" deleted