Document Details
Ingest Azure Usage At Scale
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
Detected Bias Types
windows_first
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation demonstrates a Windows bias by describing performance tests and sample applications exclusively on Windows 10, using .NET and the Azure Data Movement Library (DML), which are Windows-centric technologies. There are no examples or mentions of Linux or cross-platform alternatives for copying blobs or automating exports. The test environment, tooling, and code samples are all Windows-focused, and Linux users are not provided with equivalent guidance or tooling references.
Recommendations
- Include equivalent Linux-based examples for copying large Azure storage blobs, such as using AzCopy, Azure CLI, or Python SDK scripts.
- Mention and provide sample commands for cross-platform tools (e.g., AzCopy, Azure CLI) before or alongside Windows/.NET examples.
- Describe performance testing or usage on Linux environments, including any differences or considerations.
- Reference and link to documentation or guides for Linux users on automating exports and handling large blob transfers.
- Avoid assuming the reader is using Windows by default; clarify that the .NET/DML approach is one of several options.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 2026-01-13 00:00 | #246 | completed |
Clean
|
| 2026-01-12 00:00 | #243 | cancelled |
Clean
|
| 2026-01-11 00:00 | #240 | completed |
Clean
|
| 2026-01-10 00:00 | #237 | completed |
Clean
|
| 2026-01-09 00:34 | #234 | completed |
Clean
|
| 2026-01-08 00:53 | #231 | completed |
Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
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