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plan: refine (round 1)
Can investigate further and also categorize the issues by impact (so at the top is the most severe)?
This commit is contained in:
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# Performance hardening of the Kotlin (Android/desktop) client
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# Performance audit of the Android/desktop Kotlin code — impact-ranked findings
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## Goal
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Reduce jank, latency, and memory pressure in the SimpleX Chat multiplatform Kotlin client (`apps/multiplatform`, shared `commonMain` plus `androidMain`/`desktopMain`). The work is a targeted performance pass driven by a code audit of the message model, Compose UI, media pipeline, and the API/JSON receive/send path. Behaviour must be preserved exactly; only cost is removed.
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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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## Why now
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The audit found that the two most-exercised paths — receiving/updating a message in an open chat, and scrolling the message/chat lists — are super-linear in the number of loaded items, and that several per-frame costs (annotated-string building, base64 image decoding, date formatting) run uncached on the composition (main) thread. These compound in large groups and long chats, exactly where users notice slowness.
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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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## Scope — the concrete issues to address
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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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### A. Message/chat state is O(N) per event and copies whole lists (model)
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`ChatModel.kt` stores `chats` and `chatItems` as flat `SnapshotStateList` with no id→index map (unlike `groupMembers`, which has `groupMembersIndexes`).
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- Every locate-by-id is a linear scan: `getChatIndex` (`:379`), and `indexOfFirst { it.id == cItem.id }` in `upsertChatItem` (`:639`), `updateChatItem` (`:662`), `addChatItem` dedup `none { it.id == … }` (`:584`). `Chat.id`/`ChatInfo.id` are computed string getters, so each comparison allocates.
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- Every single-element mutation rebuilds the entire list: `addToChatItems` (`:500-506`), `removeLastChatItems` (`:508`), `removeAllAndNotify` (`:3500`), `replaceAll` (`:3526`), and the `SnapshotStateList` `add`/`addAll`/`removeAt`/`removeAll` helpers (`:3475-3528`). A single incoming message into an N-item chat is O(N) copy + O(N) locate; a burst of M is ~O(N·M).
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- `upsertGroupMember` (`:941-955`) maps over the entire loaded message list per member update.
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- `addTerminalItem` (`:1228-1233`) does an O(n) `subList`+concat copy on every received message and command, even when no terminal view is open.
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## Deliverable: ranked findings
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### B. Compose UI does uncached per-item work (rendering)
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- `MarkdownText` (`TextItemView.kt:124`) rebuilds the full `AnnotatedString` via `buildAnnotatedString` on every recomposition (`:200-211`, `:224-351`), for every visible message and every chat-list preview row. Largest per-item cost.
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- `MergedItems.create` (`ChatItemsMerger.kt:17`) is a full O(n) pass over all loaded items inside a `derivedStateOf` (`ChatView.kt:1795`); it re-runs on `revealedItems`/`unreadCount` changes (expand/collapse, mark-read while scrolling).
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- `filteredChats` (`ChatListView.kt:943`, `:1443`) filters the whole chat list and copies it (`allChats.value.toList()`) on every `ChatList` recomposition, including scroll-direction and keyboard-state changes, not only data/search changes. The per-row `nextChatSelected` `remember(chat.id, chats)` (`:1002`) is keyed on the new list instance, so it re-allocates a `derivedStateOf` per row each pass.
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- `getTimestampDateText` (`ChatModel.kt:3671`) builds `DateTimeFormatter` instances per call; called twice per item via `getItemSeparation` (`ChatView.kt:2416`, `:2420`).
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- The message `LazyColumn` (`ChatView.kt:2381`) supplies stable keys but no `contentType`, so heterogeneous rows (text/image/video/voice/event/banner) cannot reuse slots on scroll.
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- `ChatItemView` receives ~40 unstable inline lambdas (`ChatView.kt:1950`, defined `:531-798`), preventing recomposition skipping of visible items on any `ChatView`-level state change.
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- `EventItemView` (`ChatItemView.kt:640`) scans the whole item list per group-event item via `getConnectedMemberNames`.
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### Tier A — Critical (crash risk, or dominant per-message / per-frame cost)
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### C. Media decoding is uncached and on the main thread on Android
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- Android `base64ToBitmap` (`Images.android.kt:26`) has no cache (desktop has `base64BitmapCache` LRU 200), decodes twice (bounds + full), and never applies `inSampleSize`, so previews decode at full resolution. It is called inside `remember(image)` on the composition thread in `CIImageView.kt:45`, `CIVideoView.kt:42`, and `ChatPreviewView.kt:320`.
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- `ProfileImage` default path (`ChatInfoImage.kt:111`, `async=false`, 52 call sites) calls `base64ToBitmap` in the composable body with no `remember`, decoding the avatar on every recomposition on the main thread.
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- Android `getLoadedImage` (`Utils.android.kt:172`) has no cache (desktop has `loadedImageCache`); the returned full-file `ByteArray` is then re-decoded by Coil at `Size.ORIGINAL` (`CIImageView.android.kt:30`) regardless of display size.
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- `decryptedUris` (`ChatModel.kt:4408`) is an unbounded map with no eviction.
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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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### D. API/JSON send/receive overhead
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- The shared `json` instance has `prettyPrint = true` (`SimpleXAPI.kt:6354`) and is used to encode outgoing commands, including the send-message hot path (`ApiSendMessages` `:3997`, reactions `:4017`, updates `:4008`). A non-pretty `jsonShort` (`:6370`) already exists but is unused here.
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- `APISerializer.deserialize` (`:6426`) parses every response twice: `decodeJsonElement()` to a DOM tree, then `decodeFromJsonElement` to the typed value — heaviest for the large payloads the code itself flags (`apiChats`, `apiChat`, `apiListMembers`).
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- The receive loop launches a throwaway 30s-delay coroutine per message to release a wake lock (`:705`).
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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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## User-visible behaviour after the change
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- Smoother scrolling in long chats, large groups, and the chat list, with fewer dropped frames when images/avatars are on screen.
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- Lower latency and less UI stutter when receiving bursts of messages, delivery receipts, edits, and reactions in an open chat.
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- Lower memory use and fewer full-resolution bitmap allocations on Android; parity with desktop's existing caches.
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- Faster send of messages and faster handling of large `apiChats`/member-list responses.
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- No change to displayed content, ordering, unread counts, merging/reveal behaviour, selection, or link/secret/mention handling.
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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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### Tier B — High (per-message list copies, per-row composition cost)
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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)`
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(`: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`
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(`:24`, checked `:31`, populated `:49`) that Android lacks. **Correction from
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prior revision:** the "decode twice" premise applies to Android only.
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- **F14 — Group-member index maintenance does redundant work and full item
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copies.** `populateGroupMembersIndexes` (`ChatModel.kt:348-355`) writes
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`groupMembersIndexes.value = emptyMap()` (`:349`), then immediately `.toMutableMap()`
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of that empty map (`:350`), rebuilds via `forEachIndexed` (`:351-353`), and
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reassigns (`:354`) — the `:349` write is wasted. `upsertGroupMember` copies the
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entire `chatItems` list via `.map` on every matching member update
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(`ChatModel.kt:941-954`) plus a `groupMembers.toMutableList()` copy (`:956`).
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- **F15 — Minor chat-list and settings allocations.** `nextChatSelected`
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(`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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## Success criteria
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- Receiving/updating a message in an open chat of N items is O(1)/O(log N) amortized for the locate and no longer copies the whole `chatItems` list per event; message-burst handling no longer scales ~O(N²).
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- Chat-list and chat-item lookups by id use an index/map rather than a linear scan with string-getter comparisons.
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- The per-item `AnnotatedString`, merged-items structure, date text, and Android base64/avatar decodes are computed off the main thread and/or cached so they do not re-run on unrelated recompositions.
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- Outgoing commands are serialized without pretty-print; response deserialization does not double-parse the payload for the common typed cases.
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- All existing unit tests pass, including `ChatItemsMergerTest`; behaviour (merging, unread bookkeeping in `ActiveChatState`, reveal/collapse, selection, scrolling-to-item, mark-read) is unchanged.
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Qualitative (deliverable quality):
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- Every finding names an exact `file:line`, its cost mechanism, and its hot path,
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and is verifiable against the checked-out source.
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- Findings are grouped into severity tiers, most severe first, with the ranking
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rationale (`cost × frequency`) stated.
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- The F6 scope excludes `clear`/`clearAndNotify`; F13 is split per platform with
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the desktop description corrected.
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## Non-goals
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- No feature or protocol changes; no change to the Haskell core or FFI signatures.
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- No visual redesign; no change to what is rendered.
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- The `messagesChannel` rendezvous/`trySend` drop behaviour (`SimpleXAPI.kt:524`, `:714`) is a correctness observation, not part of this performance pass, and is left as-is unless a fix is trivially safe.
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- iOS/Swift client is out of scope.
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Quantitative (to confirm the ranking and any remediation, via profiling, not
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assumed):
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- Capture a baseline with Android Studio / Compose layout-inspection recomposition
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counts and a method trace before changing anything, on named scenarios:
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(a) receiving messages into an open large chat (~5k items), (b) scrolling that
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chat, (c) scrolling a chat list of ~500 chats, (d) a group with ~500 members.
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- For any finding acted on, show a measurable reduction on its scenario
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(recomposition count and/or frame time / allocation) versus the baseline, with
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no behavioural regression.
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## Key risks / edge cases
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- The list-copy pattern may be intentional to force `SnapshotStateList` identity change and trigger recomposition; any switch to in-place mutation must still notify Compose correctly and keep `mergedItems`/`derivedStateOf` observers firing.
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- An id→index map must be kept consistent across every add/remove/reorder/replace path (primary and secondary chat contexts, remote hosts) or lookups will desync.
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- Memoizing `AnnotatedString` must key on every input that affects output (text, formattedText, mentions, theme colours, live-typing/secret/highlight state) to avoid stale rendering.
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- Adding `contentType` must not change key stability or scroll-position restoration.
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- Bitmap caches on Android must be memory-bounded (LRU) and must not retain `Bitmap`s past the image's lifetime; avatar/preview caches keyed on the base64 string must handle profile-image updates.
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- Switching outgoing encode to `jsonShort` must preserve `encodeDefaults`/`explicitNulls` semantics so the core receives identical command JSON (only whitespace differs).
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## Edge cases and constraints
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- **List-identity contract (`ChatModel.kt:369-372`).** The `chatItems` list must
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not be mutated in place except by index; add/remove must go through the notify
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||||
helpers so `ChatView`'s `LazyColumn` and `chatState` stay correct. Any F2/F3/F6
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remediation must preserve this contract and the `chatState.itemsRemoved`/`clear`
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notifications.
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- **IOOBE regression (F1).** The fix must guard the index like iOS
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(`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.
|
||||
|
||||
Reference in New Issue
Block a user