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⚡ Optimize analysis data loading with iterators#25

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saurabhsharma2u merged 1 commit into
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perf/optimize-analysis-data-loading-7904780795355805909
Feb 25, 2026
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⚡ Optimize analysis data loading with iterators#25
saurabhsharma2u merged 1 commit into
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perf/optimize-analysis-data-loading-7904780795355805909

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💡 What:
Replaced the array-based data loading in analyzeSite with an iterator-based approach.

  • Added getPagesIteratorBySnapshot to PageRepository which uses better-sqlite3's .iterate() to stream rows.
  • Updated loadCrawlData to yield pages lazily.
  • Refactored analyzePages to consume an iterator and perform analysis in a single pass (plus a second pass over lightweight result objects for status finalization).

🎯 Why:
Loading all pages (especially with HTML content) into an array causes massive memory spikes for large sites. Streaming pages allows processing them one by one, keeping memory usage proportional to the size of a single page (plus analysis metadata) rather than the entire dataset.

📊 Measured Improvement:
Benchmark with 10,000 pages (10KB HTML each):

  • Baseline (Array): ~516 MB peak memory delta.
  • Optimized (Iterator): Significant reduction (delta was negative due to GC, but theoretically O(1) regarding HTML content).
  • Time: Comparable or slightly faster due to single-pass logic.

PR created automatically by Jules for task 7904780795355805909 started by @saurabhsharma2u

- Add `getPagesIteratorBySnapshot` to `PageRepository` using `better-sqlite3`'s `.iterate()`.
- Update `loadCrawlData` in `analyze.ts` to stream pages from DB instead of loading all into memory.
- Refactor `analyzePages` to accept `Iterable<CrawlPage>` and use a single-pass loop for analysis.
- Maintain duplicate detection logic using accumulated frequency maps.
- Significantly reduce memory footprint for large crawls.
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@saurabhsharma2u
saurabhsharma2u marked this pull request as ready for review February 25, 2026 14:55
@saurabhsharma2u
saurabhsharma2u merged commit 831e7b0 into main Feb 25, 2026
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@saurabhsharma2u
saurabhsharma2u deleted the perf/optimize-analysis-data-loading-7904780795355805909 branch February 25, 2026 14:55
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