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…lineFragment Co-authored-by: dlukt <201112286+dlukt@users.noreply.github.com>
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Pull request overview
Optimizes timeline loading in HomeTimelineFragment by removing Java Stream/Optional usage in hot paths and replacing duplicate checks with HashSet lookups to reduce allocations and improve asymptotic performance.
Changes:
- Replaced Stream-based filtering/mapping in
loadNewPosts()with explicit loops. - Switched duplicate detection from
List.containstoHashSet.containsto avoid O(N*M) behavior. - Documented the “Bolt” performance learning for this optimization.
Reviewed changes
Copilot reviewed 3 out of 3 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
settings.gradle |
Bumps Foojay toolchain resolver plugin version (appears unrelated to the PR’s stated performance change). |
mastodon/src/main/java/de/icod/techidon/fragments/HomeTimelineFragment.java |
Replaces Stream/Optional usage with loops and introduces HashSet-based duplicate filtering in loadNewPosts(). |
.jules/bolt.md |
Adds an entry documenting the Stream allocation + O(N²) duplicate-check trap and the applied fix. |
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| } | ||
| plugins { | ||
| id 'org.gradle.toolchains.foojay-resolver-convention' version '0.5.0' | ||
| id 'org.gradle.toolchains.foojay-resolver-convention' version '0.8.0' |
mastodon/src/main/java/de/icod/techidon/fragments/HomeTimelineFragment.java
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mastodon/src/main/java/de/icod/techidon/fragments/HomeTimelineFragment.java
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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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@jules Copilotbot The Gradle Foojay toolchain resolver plugin version bump is unrelated to the stated PR goal (Stream/HashSet optimization in HomeTimelineFragment). Please either justify this change in the PR description or move it to a separate PR to keep performance-focused changes isolated and easier to revert. I prefer the former |
I have updated the PR description to include the justification for the Foojay plugin version bump. It was necessary to fix a toolchain resolution error with JDK 21 that prevented the local test and lint checks from succeeding. |
…lineFragment Co-authored-by: dlukt <201112286+dlukt@users.noreply.github.com>
💡 What: Replaced Java Stream operations in
HomeTimelineFragmentwith traditional loops and aHashSetlookup.🎯 Why: In
loadNewPosts, the method checked for duplicate statuses by collecting existing IDs into aListvia a Stream, then callingtoAdd.removeIf(s -> existingIds.contains(s.getID())). SinceList.containsis an O(N) operation inside theremoveIfloop, this created a hidden O(N * M) performance bottleneck in a critical data-loading hot path. Additionally, using Streams for mapping and filtering caused unnecessary object allocations, contributing to GC pressure and jank.📊 Impact: Reduces time complexity for duplicate checking from O(N*M) to O(N+M) and eliminates intermediate Stream/Optional object allocations.
🔬 Measurement: Verify by running
loadNewPostson heavily populated accounts or large local caching scenarios; memory profiles will show zero Stream allocations and significantly less CPU time spent onremoveIf.PR created automatically by Jules for task 6529411776881922897 started by @dlukt