Bias Analysis
Detected Bias Types
windows_tools
windows_first
Summary
The documentation page lists Windows PowerShell as a dedicated method for submitting MapReduce jobs, with a specific walkthrough link, while Linux/Unix/macOS users are directed to more generic SSH and Curl methods. The table highlights Windows PowerShell as a distinct Windows-only tool, and Windows is mentioned explicitly as a client OS for all methods. There are no Linux-specific tools (e.g., Bash scripts, Linux command-line utilities) or examples given, and Windows tooling is presented as a primary option for remote job submission.
Recommendations
- Add Linux-specific examples, such as using Bash scripts or Linux command-line utilities to submit MapReduce jobs.
- Provide parity in tooling walkthroughs: if there is a dedicated PowerShell guide, offer a dedicated Bash or shell script guide for Linux/macOS.
- Avoid presenting Windows tools (PowerShell) as the only or primary remote submission method; ensure Linux methods are equally highlighted.
- Include explicit Linux command examples for running MapReduce jobs, not just generic SSH or Curl references.
- Clarify that all methods are cross-platform where applicable, and avoid segregating Windows tooling unless there is a unique capability.
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