Re: [PR] MAHOUT-816: [Benchmark] Create Statistical Measurement Framework [mahout]

2026-01-15 Thread via GitHub


ryankert01 commented on PR #817:
URL: https://github.com/apache/mahout/pull/817#issuecomment-3754128060

   I'll start submit PRs once I have a demo version


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Re: [PR] MAHOUT-816: [Benchmark] Create Statistical Measurement Framework [mahout]

2026-01-15 Thread via GitHub


ryankert01 closed pull request #817: MAHOUT-816: [Benchmark] Create Statistical 
Measurement Framework
URL: https://github.com/apache/mahout/pull/817


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Re: [PR] MAHOUT-816: [Benchmark] Create Statistical Measurement Framework [mahout]

2026-01-14 Thread via GitHub


400Ping commented on PR #817:
URL: https://github.com/apache/mahout/pull/817#issuecomment-3748313933

   Can you split this PR into smaller parts?


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[PR] MAHOUT-816: [Benchmark] Create Statistical Measurement Framework [mahout]

2026-01-12 Thread via GitHub


ryankert01 opened a new pull request, #817:
URL: https://github.com/apache/mahout/pull/817

   ### Purpose of PR
   
   - Implement `BenchmarkStats` dataclass with: mean, std, min, max, median, 
p5, p25, p75, p95, p99
   - Implement `StatisticalRunner` class that:
 - Accepts a callable benchmark function
 - Runs configurable warmup iterations (default: 3)
 - Runs configurable measurement iterations (default: 10)
 - Returns `BenchmarkStats` object
   - Add outlier detection (IQR-based) with optional filtering
   - Unit tests for statistics calculations
   ### Related Issues or PRs
   Closes #816
   Related to #772 
   
   ### Changes Made
   
   - [ ] Bug fix
   - [x] New feature
   - [ ] Refactoring
   - [ ] Documentation
   - [x] Test
   - [ ] CI/CD pipeline
   - [ ] Other
   
   ### Breaking Changes
   
   - [ ] Yes
   - [x] No
   
   ### Checklist
   
   
   
   - [x] Added or updated unit tests for all changes
   - [ ] Added or updated documentation for all changes
   - [x] Successfully built and ran all unit tests or manual tests locally
   - [x] PR title follows "MAHOUT-XXX: Brief Description" format (if related to 
an issue)
   - [x] Code follows ASF guidelines
   


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