Document Details
Apache Spark Connect To Sql Database
❌
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:
⚠️
windows_tools
⚠️
missing_linux_example
⚠️
windows_first
Summary:
The documentation page demonstrates a bias toward Windows by exclusively referencing SQL Server Management Studio (SSMS) for database verification and management tasks, which is a Windows-only tool. There are no examples or mentions of Linux-compatible alternatives (such as Azure Data Studio, sqlcmd, or cross-platform tools), nor are there instructions for performing these tasks from Linux or macOS environments. The documentation assumes the user will use SSMS and does not provide parity for Linux users.
Recommendations:
- Include instructions for connecting to Azure SQL Database using cross-platform tools such as Azure Data Studio, sqlcmd, or DBeaver.
- Provide command-line examples (e.g., using sqlcmd) for verifying table creation and querying data, which work on both Windows and Linux.
- Mention and demonstrate how to install and use these tools on Linux and macOS.
- Rephrase steps to avoid assuming the user is on Windows or has access to SSMS; offer alternatives equally or list cross-platform options first.
- Add screenshots or terminal output examples from Linux-based tools where appropriate.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-06 00:00 | #103 | completed | ✅ Clean |
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |