13. Best Practices
Efficiency Tips:
- Put filters early in pipelines to reduce data
- Use appropriate tools for each task
- Consider memory usage with large datasets
- Test complex pipelines step by step
Debugging Pipelines:
- Test each stage separately
- Use
tee to inspect intermediate results
- Add
-v flags for verbose output when available
- Use temporary files for complex processing
Regular Expressions:
- Start simple and build complexity gradually
- Test regex patterns with
grep before using in scripts
- Use online regex testers for complex patterns
-
Document complex regex patterns
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