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plan: refine (round 2)
Can you write human-readable report? Like simplex, structured (TOC), withlou LLM/AI patterns + BRIEF, but cover the issue. Structure should be like "## Issue 1: blablabla" then descripttion and then "### Fix"
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# Performance audit of the Android/desktop Kotlin code — impact-ranked findings
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# Brief: Performance review report for the multiplatform Kotlin clients
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## Goal
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Deliver a performance audit of the shared multiplatform Kotlin used by the
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Android and desktop apps (`apps/multiplatform/common`). The deliverable is a
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list of concrete findings, **categorized by impact with the most severe at
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the top**, plus a remediation plan for the top findings. Each finding is
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grounded in the repository: it names the `file:line`, the cost mechanism
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(what the code does per invocation), and the hot path (how often that
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invocation runs). This revision investigates further than a loose prior audit
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and organizes the results into ranked severity tiers.
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Produce one human-readable Markdown report that documents the performance
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problems found in the SimpleX Chat Android/Desktop Kotlin code
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(`apps/multiplatform/`) and states a concrete fix for each. The report is the
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deliverable; it changes no application code.
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The goal is the audit itself and a plan to act on it. Specific remediation
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techniques belong to the plan, not to this brief; where this brief names a fix
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it is illustrative, not a commitment.
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## Origin
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The request has two parts:
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1. Review the Kotlin client code and determine whether performance issues exist.
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2. Write the result as a structured, human-readable report — styled like the
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project's own docs (table of contents, plain technical prose), with a BRIEF
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at the top and one section per issue in the form `## Issue N: <title>`,
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followed by a description and a `### Fix` subsection.
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## Severity model
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Severity is **analytical, not profiled**. Impact is estimated as
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`per-invocation cost × invocation frequency`. Findings on the per-message and
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per-scroll-frame paths, and a crash-risk regression, rank highest; findings
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gated behind rare user actions rank lowest. This ranking is a hypothesis to be
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confirmed by profiling (see success criteria) before large remediation effort
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is committed in the ordered plan.
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The review has already been carried out against the checked-out worktree; the
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findings below are grounded in specific files and line numbers. This brief and
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the plan define how those findings become the report.
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## Deliverable: ranked findings
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## Deliverable
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A single Markdown file, `apps/multiplatform/PERFORMANCE_REPORT.md`, containing:
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- A short **Brief** (scope, what was reviewed, method, how severities are used).
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- A **Table of contents** linking to every issue.
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- One `## Issue N: <title>` section per finding, each with a description and a
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`### Fix`.
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- A closing **Not defects / verified-good patterns** section that records the
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places already doing the right thing (stable `LazyColumn` keys, off-main JSON
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decode, existing caches and index maps), so the report is balanced and does
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not imply the whole codebase is slow.
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### Tier A — Critical (crash risk, or dominant per-message / per-frame cost)
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## Audience
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SimpleX maintainers familiar with the codebase. Assume they read Kotlin and
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Compose; do not explain language basics. Every claim must point at a concrete
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`file:line` in `apps/multiplatform/`.
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- **F1 — Unguarded index into the reversed item list can crash
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(regression vs iOS).** `getPrevHiddenMember`
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(`common/.../model/ChatModel.kt:1163-1177`) loops `for (i in range)` and reads
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`reversedChatItems[i].chatDir` at `:1167` with no bounds check. It is called
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from `MemberNameAndRole` at `common/.../views/chat/ChatView.kt:2028`, passing a
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freshly read `reversedChatItems.value`. `range` comes from a `MutableStateFlow`
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populated at merge time (`ChatItemsMerger.kt`); `mergedItems` is a
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`derivedStateOf` (`ChatView.kt:1795`). If `chatItems` shrinks (trim, delete,
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chat switch) between the merge computation and this read, `range` can exceed
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`reversedChatItems.lastIndex` → `IndexOutOfBoundsException`. The Swift port
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guards the identical loop (`apps/ios/Shared/Model/ChatModel.swift:1222-1230`
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logs and skips when `i >= items.count`); the Kotlin port does not. Hot path:
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every grouped `GroupRcv` item that shows a member name, on every recomposition.
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## Content and voice
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- Structure exactly as requested: `## Issue N: ...` → description → `### Fix`.
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- Each issue states: what the code does, the file:line evidence (with a short
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excerpt where it clarifies), why it costs time or memory (name the complexity,
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e.g. O(n) per add / O(n^2) per batch, or "runs on the UI thread"), when it is
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triggered (scroll, incoming message batch, recomposition), and its severity.
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- The fix is specific and grounded in this repo — prefer pointing at patterns the
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codebase already uses (`groupMembersIndexes` id->index map at
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`ChatModel.kt:139`; the async `Base64AsyncImage` at `Images.kt:36`; the desktop
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`loadedImageCache` / `base64BitmapCache`; the `mapItemsToIds` Set in
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`ChatItemsLoader.kt`).
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- Plain and formal. No LLM/AI tells: no "As an AI", no hedging ("it seems",
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"might possibly"), no marketing adjectives, no emoji, no per-section filler.
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Write as an engineer filing findings.
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- Severity labels: High (blocks the UI thread or scales O(n^2) on common paths),
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Medium (per-event or per-recomposition waste on hot paths), Low (bounded or
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startup-only).
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- **F2 — `mergedItems` derived state rebuilds the whole merged list on every
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message and every reveal.** `ChatView.kt:1795-1799` wraps
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`MergedItems.create(chatItems.value.asReversed(), unreadCount, revealedItems, chatState)`
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in `derivedStateOf`. `MergedItems.create` (`ChatItemsMerger.kt:17-108`) is a
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full O(n) pass over all loaded items building `ArrayList`, an
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`indexInParentItems` map, split ranges, and per-group `MutableStateFlow`
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allocations. It recomputes whenever `chatItems`, `unreadCount`, or
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`revealedItems` change — i.e. on every new/edited/deleted message and every
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reveal toggle. This is the dominant per-update cost feeding the `LazyColumn`.
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(`reversedChatItems` at `ChatView.kt:1800` is a cheap O(1) view, not a copy.)
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## Issues to cover (grounded findings)
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Data model / collections (`model/ChatModel.kt`, `views/chat/ChatItemsLoader.kt`):
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- `addToChatItems` allocates a new `SnapshotStateList` and copies the whole list
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on every single insert — O(n) per add, O(n^2) for the per-item batch loop in
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`CR.NewChatItems` (`ChatModel.kt:500-506`; `SimpleXAPI.kt:2899-2928`).
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- `addChatItem` dedupes with `none { it.id == ... }` — O(n) scan per add before
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the O(n) copy (`ChatModel.kt:582-590`).
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- `upsertChatItem` / `updateChatItem` locate items with
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`indexOfFirst { it.id == ... }` — O(n) per update, O(m*n) per status/reaction
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batch (`ChatModel.kt:638-639, 661-662`).
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- Chat lookup by id (`getChatIndex` / `getChat` / `hasChat`) is a linear scan
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called per incoming item (`ChatModel.kt:377-379`, used at 460, 533, 615, 677 …).
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- `getChatItemIndexOrNull` linear scan is called from render-time composables
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(`ChatModel.kt:1122-1145`; callers `ChatItemView.kt:887`, `ChatView.kt:3333`,
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`CIChatFeatureView.kt:79`, `MarkedDeletedItemView.kt:46`).
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- `upsertGroupMember` maps the entire `chatItems` list and does an O(n) equality
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check on every member update (`ChatModel.kt:941-955`).
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- Pagination duplicate-removal uses `List.indexOf`/`contains` on `splits` inside
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per-item `removeAll` predicates — O(items*splits)
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(`ChatItemsLoader.kt:196-, 341-364`).
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- **F3 — Chats have no id→index map; every mutation does an O(n) scan.** Chats
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are a flat `SnapshotStateList`; lookups are linear `firstOrNull`/`indexOfFirst`:
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`getChatIndex` (`ChatModel.kt:379`, the hot one, keyed on `id + remoteHostId`),
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`hasChat` (`:377`), `getChat` (`:344`, `:378`), `getContactChat` (`:345`),
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`getGroupChat` (`:346`). `getChatIndex` runs on essentially every mutation:
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`addChatItem` (`:533`), `upsertChatItem` (`:615`), `removeChatItem` (`:677`),
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`markChatItemsRead` (`:836`) — once per received/sent/updated message. Group
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members already have an O(1) index map (`getGroupMember`, `:357-364`); chats do
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not. Note: item scans are keyed by `id` only (`:584`, `:639`, `:662`, `:1123`);
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the remote-host dimension is carried at the chat level, not the item level.
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Compose recomposition (`views/chatlist/*`, `views/chat/*`):
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- `ChatList` re-runs `filteredChats(... allChats.value.toList() ...)` inline on
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every recomposition — full copy + full filter, not memoized
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(`ChatListView.kt:936-943`, `1443-1471`).
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- The per-row `remember(chat.id, chats)` is keyed on the freshly allocated
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filtered list, so it is invalidated for every visible row every pass
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(`ChatListView.kt:1001-1006`).
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- Whole-list reassignment: `replaceAll` and `reorderChat` throw away and rebuild
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the `SnapshotStateList`, invalidating all readers (`ChatModel.kt:3526-3528`,
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`406-413`).
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- Unstable `selectChatItem` lambda allocated per item makes `ChatItemView`
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non-skippable (`ChatView.kt:1950`).
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- `EventItemView` reads `chatsCtx.chatItems.value` and reverses/scans the list in
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composition, recomputing text unmemoized (`ChatItemView.kt:605-643`).
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- Chat-list rows read model-wide `deletedChats`/`chatRunning` in the row body, so
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one deletion recomposes every row (`ChatListNavLinkView.kt:42`).
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- Toolbar rebuilds a mutable list of `@Composable` lambdas each recomposition
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(`ChatListView.kt:483-568`).
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### Tier B — High (per-message list copies, per-row composition cost)
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Main-thread blocking (`views/chat/ChatView.kt`, helpers, platform):
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- `runBlocking { getLoadedImage(...) }` decrypts + decodes a full image on the
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composition thread in the fullscreen gallery — High
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(`ChatView.kt:3599`; `getMedia` at `ImageFullScreenView.kt:49, 97`).
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- `Thread.sleep(10)` busy-wait in `ModalManager.runAtomically` on the UI thread
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(`ModalView.kt:241-247`).
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- `runBlocking { progressJob?.cancelAndJoin() }` in audio recorder `stop()`
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(`RecAndPlay.android.kt:82-84`, `RecAndPlay.desktop.kt:80`).
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- `Thread.sleep(50)` file-existence polling at desktop startup — Low
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(`SingleInstance.kt:50-53`).
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- **F4 — Un-remembered O(n) scans inside composable bodies, per item, per
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recomposition.** Three item renderers each do
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`chatItems.value.asReversed()` + `indexOfFirst` + a `while` loop with no
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`remember`: `EventItemView` (`item/ChatItemView.kt:640-643` → `getConnectedMemberNames`,
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`ChatModel.kt:1122-1123`), `mergedFeatures` (`item/CIChatFeatureView.kt:74-91`),
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and `MergedMarkedDeletedText` (`item/MarkedDeletedItemView.kt:43-67`). The
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`asReversed()` view is cheap; the O(n) `getChatItemIndexOrNull` scan and loop
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are not, and they rerun on every recomposition of each matching item.
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- **F5 — `filteredChats` copies and filters the whole chat list on every
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ChatList recomposition.** `views/chatlist/ChatListView.kt:943` calls
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`filteredChats(..., allChats.value.toList(), ...)`; the impl
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(`ChatListView.kt:1443-1471`) copies the entire list via `.toList()`, then
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`.filter`s it, and when searching does per-chat `anyNameContains`/`lowercase().contains`.
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A comment at `:937-939` records that a `derivedStateOf` memoization was removed
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because it threw `IndexOutOfBoundsException`, so this now recomputes
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unconditionally, including during scroll (ChatList recomposes on scroll-direction
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and keyboard state).
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- **F6 — List-mutation helpers rebuild a full copy of the backing list on every
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mutation.** These helpers allocate a fresh `SnapshotStateList` and copy every
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element on each call: `add`/`add(index)` (`ChatModel.kt:3475-3481`), `addAll`
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variants (`:3486-3492`), `removeAll` (`:3494-3496`), `removeAllAndNotify`
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(`:3500-3516`, copy **and** full scan), `removeAt` (`:3518-3524`), `replaceAll`
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(`:3526-3528`), plus `addToChatItems` (`:500-506`), `removeLastChatItems`
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(`:508-520`), and `reorderChat` (`:406-413`, rebuilds `newChats` on every sent
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item on desktop). Each runs on the per-message path. **Correction from prior
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revision:** `clear` (`:3530-3532`) and `clearAndNotify` (`:3536-3540`) are **not**
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in this set — both assign a fresh empty `SnapshotStateList()`, which is O(1), not
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a copy; they must not be remediated as copy-on-write.
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- **F7 — Chat-list avatars and previews decode base64 images during composition
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without `remember`.** `ProfileImage` decodes at
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`views/helpers/ChatInfoImage.kt:111` (`base64ToBitmap(image)`, synchronous
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`async=false` branch, no `remember`), reached from every row via
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`views/chatlist/ChatPreviewView.kt:400`. Link/chat previews decode inline at
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`ChatPreviewView.kt:320` and `:357`. These re-decode on every recomposition of
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the row (scroll, unread-count change, selection, draft). By contrast the chat
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view memoizes the same call (`item/CIImageView.kt:45`
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`remember(image){ base64ToBitmap(image) }`); the list call sites do not.
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`ProfileImage` also has an `async=true`/IO path (`ChatInfoImage.kt:103-109`)
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that the list does not use. (Per-decode cost is F13.)
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### Tier C — Medium (per-row composition cost, throttled full rebuilds, per-frame flows)
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- **F8 — `MarkdownText` rebuilds its `AnnotatedString` on every recomposition.**
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`views/chat/item/TextItemView.kt:200-211` (plain branch) and `:224-351`
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(formatted branch, a full loop over `formattedText.withIndex()` with per-segment
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`withStyle`/`withAnnotation`) are not memoized. Called once per visible chat-list
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row for the last message and draft (`ChatPreviewView.kt:233`, `:277`). Markdown
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is not re-parsed (the parse is a serialized core field, `ChatModel.kt:3106`), but
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the annotated-string build is redone every pass.
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- **F9 — Per-item date formatting and object allocation inside the
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`itemsIndexed` body.** `ChatView.kt:2416`/`:2420` call `getItemSeparation`
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(`:3737-3754`), which calls `getTimestampDateText` twice (`:3752`) and allocates
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a fresh `ItemSeparation` per item per pass; the body also allocates an
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`ItemContext` per item at `:2423`. Runs for every non-banner item on every list
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recomposition.
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- **F10 — `getTimestampText` recomputed per chat-list row, per recomposition.**
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`ChatPreviewView.kt:412` calls it un-remembered; the impl
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(`ChatModel.kt:3682-3711`) allocates `TimeZone.currentSystemDefault()`,
|
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`Clock.System.now()`, `Locale.getDefault().country`, and a `DateTimeFormatter`
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on each call. A precomputed `meta.timestampText` exists (`ChatModel.kt:3113`) but
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the list uses the live recompute instead.
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- **F11 — The throttled `popCollectedChats` rebuilds the entire chat list.**
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`PopChatCollector` (`ChatModel.kt:785-831`) throttles at 2 s
|
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(`throttleLatest(2000)`), then on the main thread rebuilds the list. The
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`withContext(Dispatchers.Main)` wrapper opens at `ChatModel.kt:795` and the
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`chats.replaceAll(popCollectedChats())` call is at `:796`. `popCollectedChats`
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(`:815-830`) does an O(n) `getChat` per collected entry (`:819`), a sort (`:826`),
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and an O(n) `filter` (`:827`), then `replaceAll` copies the whole list. Fed by
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`throttlePopChat` from `addChat` (`:403`), `reorderChat` (`:412`), and
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`addChatItem` (`:571`) — i.e. per message, coalesced by the throttle.
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- **F12 — Scroll `snapshotFlow` collectors fire per frame and do date
|
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formatting / visible-item loops.** `ChatView.kt:2905-2921` collects
|
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`layoutInfo.visibleItemsInfo` (emits per scroll frame, loops over visible items);
|
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`ChatView.kt:2937-2945` collects `firstVisibleItemScrollOffset` (emits per scroll
|
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pixel) and each emission runs `setDateVisibility` with a double `getTimestampDateText`.
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### Tier D — Low (narrow, rare, or platform-specific minor cost)
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- **F13 — base64 image decode cost, split by platform.**
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- **Android (`platform/Images.android.kt:26-42`)** decodes **twice**: a bounds
|
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pass with `inJustDecodeBounds=true` (`:32-33`) followed by a full
|
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`BitmapFactory.decodeByteArray` (`:37`), and there is **no cache**. This is the
|
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material cost, made worse by F7's un-memoized call sites.
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- **Desktop (`platform/Images.desktop.kt:30-55`)** is materially cheaper: it
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reads dimensions from metadata via `reader.getWidth(0)`/`getHeight(0)`
|
||||
(`:40-41`) and then performs a **single** full `reader.read(0)` (`:46`) — there
|
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is no second full decode. It also already has an LRU `base64BitmapCache`
|
||||
(`:24`, checked `:31`, populated `:49`) that Android lacks. **Correction from
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prior revision:** the "decode twice" premise applies to Android only.
|
||||
|
||||
- **F14 — Group-member index maintenance does redundant work and full item
|
||||
copies.** `populateGroupMembersIndexes` (`ChatModel.kt:348-355`) writes
|
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`groupMembersIndexes.value = emptyMap()` (`:349`), then immediately `.toMutableMap()`
|
||||
of that empty map (`:350`), rebuilds via `forEachIndexed` (`:351-353`), and
|
||||
reassigns (`:354`) — the `:349` write is wasted. `upsertGroupMember` copies the
|
||||
entire `chatItems` list via `.map` on every matching member update
|
||||
(`ChatModel.kt:941-954`) plus a `groupMembers.toMutableList()` copy (`:956`).
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||||
|
||||
- **F15 — Minor chat-list and settings allocations.** `nextChatSelected`
|
||||
(`ChatListView.kt:1002`) keys a `remember { derivedStateOf { … } }` on the whole
|
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freshly built `chats` list, so it invalidates per row on every recomposition;
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a per-visible-item `snapshotFlow { highlighted.value }` collector is allocated in
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`ChatItemViewShortHand` (`ChatView.kt:1941-1948`, has `distinctUntilChanged`);
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and two settings screens construct `Regex` inside functions
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(`NetworkAndServers.kt:659`, `OperatorView.kt:871`) rather than at module level
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(contrast the correctly hoisted `ChatListView.kt:1047`).
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Image / media decoding and memory:
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- Chat-list previews call `base64ToBitmap` in the composable body with no
|
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`remember`, re-decoding on every recomposition (`ChatPreviewView.kt:320, 357`).
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- Media items decode the base64 preview synchronously during composition
|
||||
(`CIImageView.kt:45`, `CIVideoView.kt:42`, `ImageFullScreenView.kt:157`) while
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the async `Base64AsyncImage` (`Images.kt:36`) exists and is unused.
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- Android `base64ToBitmap` has no cache and decodes the byte array twice at full
|
||||
resolution, never setting `inSampleSize` (`Images.android.kt:26-42`), unlike the
|
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desktop cache (`Images.desktop.kt:24-50`).
|
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- Android `getLoadedImage` has no cache and re-reads the whole file with
|
||||
`readBytes()` on every call (`Utils.android.kt:172-194`), unlike the desktop
|
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`loadedImageCache` (`Utils.desktop.kt:128-146`).
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- Full undecoded file bytes are retained per visible media item and passed to
|
||||
Coil with `Size.ORIGINAL` (`CIImageView.kt:167-213`, `CIImageView.android.kt:30-34`).
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||||
- Desktop `resizeImageToStrSize` recomputes `hasAlpha()` (full pixel scan) on each
|
||||
shrink iteration (`Images.desktop.kt:57-68, 105-115, 143-155`).
|
||||
|
||||
## Success criteria
|
||||
Qualitative (deliverable quality):
|
||||
- Every finding names an exact `file:line`, its cost mechanism, and its hot path,
|
||||
and is verifiable against the checked-out source.
|
||||
- Findings are grouped into severity tiers, most severe first, with the ranking
|
||||
rationale (`cost × frequency`) stated.
|
||||
- The F6 scope excludes `clear`/`clearAndNotify`; F13 is split per platform with
|
||||
the desktop description corrected.
|
||||
|
||||
Quantitative (to confirm the ranking and any remediation, via profiling, not
|
||||
assumed):
|
||||
- Capture a baseline with Android Studio / Compose layout-inspection recomposition
|
||||
counts and a method trace before changing anything, on named scenarios:
|
||||
(a) receiving messages into an open large chat (~5k items), (b) scrolling that
|
||||
chat, (c) scrolling a chat list of ~500 chats, (d) a group with ~500 members.
|
||||
- For any finding acted on, show a measurable reduction on its scenario
|
||||
(recomposition count and/or frame time / allocation) versus the baseline, with
|
||||
no behavioural regression.
|
||||
- The report file exists at the path above and follows the requested structure
|
||||
(Brief, TOC, `## Issue N` / description / `### Fix`).
|
||||
- Every issue above is covered, each with a real `file:line`, a stated cost, a
|
||||
trigger, a severity, and a concrete fix.
|
||||
- Issues are ordered by severity/impact and grouped by theme in the TOC.
|
||||
- The "verified-good patterns" section is present.
|
||||
- The prose is plain and free of LLM/AI tells; no application code is modified.
|
||||
|
||||
## Edge cases and constraints
|
||||
- **List-identity contract (`ChatModel.kt:369-372`).** The `chatItems` list must
|
||||
not be mutated in place except by index; add/remove must go through the notify
|
||||
helpers so `ChatView`'s `LazyColumn` and `chatState` stay correct. Any F2/F3/F6
|
||||
remediation must preserve this contract and the `chatState.itemsRemoved`/`clear`
|
||||
notifications.
|
||||
- **IOOBE regression (F1).** The fix must guard the index like iOS
|
||||
(`ChatModel.swift:1222-1230`) and cover the case where the list shrinks between
|
||||
merge and access; do not merely reduce the window.
|
||||
- **Stale-data / shrinking-list guard.** F5's removed memoization was dropped for
|
||||
an `IOOBE`; any re-introduction must handle concurrent list mutation.
|
||||
- **Reversed message list.** Items are rendered newest-first via an `asReversed()`
|
||||
view; indexing and range math operate in reversed coordinates — remediation must
|
||||
keep that convention.
|
||||
- **Remote-host keying.** Chats are keyed by `id + remoteHostId`; any chat index
|
||||
map must key on both, or multi-remote-host state will collide.
|
||||
- **Dispatcher precision.** Model mutations run on `Dispatchers.Main`
|
||||
(`ChatModel.kt:795`); heavy work must move to `Default`/`IO` without moving state
|
||||
writes off Main.
|
||||
- **Platform divergence.** Android and desktop have separate `Images` actuals with
|
||||
different cost and caching; each fix must be applied to the correct platform
|
||||
(F13).
|
||||
|
||||
## Out of scope
|
||||
- The iOS/Swift app and the Haskell core (referenced only as the correctness
|
||||
baseline for F1 and for where parsing already happens).
|
||||
- Functional changes to chat behaviour, protocol, or persistence.
|
||||
- Rewriting the storage model beyond what a finding requires.
|
||||
- Committing a fixed remediation order before profiling confirms the analytical
|
||||
ranking.
|
||||
- Do not assert unverified claims. Findings the review could not confirm at the
|
||||
call site (WebRTC signaling decode in `CallView.*:786/290`, the `rememberSaveable`
|
||||
Saver decode in `ComposeView.kt:235`) are excluded, not stated as defects.
|
||||
- Distinguish Android-only from desktop-only from shared issues; several problems
|
||||
are platform-specific (the caches exist on desktop but not Android).
|
||||
- Keep the report descriptive: it recommends fixes but must not edit code, and
|
||||
must not overstate — note where a hot path is already throttled (e.g.
|
||||
`PopChatCollector`) or already optimized (Set-based dedupe, stable keys).
|
||||
- Length follows coverage; do not pad. One tight section per issue.
|
||||
|
||||
Reference in New Issue
Block a user