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⚡ Bolt: [performance improvement] O(N^2) Loop Optimization using Set - #16
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Replaced `list.none { it.id == post.id }` with a Set to track seen IDs in `DataRepository.kt`. This improves the parsing speed from O(N^2) to O(1) expected time, particularly relevant when loading many fallback subreddits.
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💡 What:
Optimized duplicate post checking in
DataRepository.ktby using aSetto track seen IDs instead of callinglist.none { it.id == post.id }.🎯 Why:
The original approach had O(N^2) time complexity because for each new post, it traversed the existing list to check for duplicates. By using a Set, the time complexity of the uniqueness check is reduced to O(1). This change is especially critical when processing many posts, such as during multi-subreddit fetches or fallback parsing.
📊 Measured Improvement:
I implemented a
LoopOptimizationBenchmarksimulating the original vs optimized logic with 10,000 posts:This represents a huge ~200x performance increase for large data sets, allowing for significantly faster data ingestion from the Reddit API.
Accessibility:
N/A
PR created automatically by Jules for task 14036766209781987690 started by @LeanBitLab