perf(*): bound list queries, batch fetches, harden media downloads

backend/migrations/versions/a6d2f8b41c9e_read_path_indexes.py

@@ -0,0 +1,49 @@
+"""read path indexes
+
+Revision ID: a6d2f8b41c9e
+Revises: f2b8d3c9a51e
+Create Date: 2026-09-01 12:00:00.000000
+
+"""
+
+from collections.abc import Sequence
+
+from alembic import op
+
+revision: str = "a6d2f8b41c9e"
+down_revision: str | None = "f2b8d3c9a51e"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+
+def upgrade() -> None:
+    op.execute("CREATE INDEX ix_jobs_account_id ON jobs (account_id, id DESC)")
+    op.execute(
+        "CREATE INDEX ix_messages_deleted ON messages "
+        "(account_id, deleted_at DESC) WHERE deleted_at IS NOT NULL"
+    )
+    op.execute(
+        "CREATE INDEX ix_messages_pinned ON messages "
+        "(account_id, chat_id, date DESC, message_id DESC) "
+        "WHERE raw->>'service' LIKE '%PINNED_MESSAGE%'"
+    )
+    op.execute("CREATE INDEX ix_watches_account ON watches (account_id, id DESC)")
+    op.execute("CREATE INDEX ix_alerts_account_ts ON alerts (account_id, ts DESC)")
+    op.execute(
+        "CREATE INDEX ix_stories_account_date ON stories "
+        "(account_id, date DESC NULLS LAST)"
+    )
+    op.execute(
+        "CREATE INDEX ix_annotations_account_msg ON annotations "
+        "(account_id, chat_id, message_id)"
+    )
+
+
+def downgrade() -> None:
+    op.execute("DROP INDEX IF EXISTS ix_annotations_account_msg")
+    op.execute("DROP INDEX IF EXISTS ix_stories_account_date")
+    op.execute("DROP INDEX IF EXISTS ix_alerts_account_ts")
+    op.execute("DROP INDEX IF EXISTS ix_watches_account")
+    op.execute("DROP INDEX IF EXISTS ix_messages_pinned")
+    op.execute("DROP INDEX IF EXISTS ix_messages_deleted")
+    op.execute("DROP INDEX IF EXISTS ix_jobs_account_id")

backend/src/api/routers/backfill.py

@@ -8,6 +8,7 @@ from fastapi import APIRouter, HTTPException, Query
 from pydantic import BaseModel
 
 from utils.jobs import enqueue
+from utils.read.models import DEFAULT_LIMIT, Page
 
 router = APIRouter(prefix="/api", tags=["backfill"], route_class=DishkaRoute)
 
@@ -130,16 +131,26 @@ async def list_jobs(
     pool: FromDishka[asyncpg.Pool],
     account_id: Annotated[int, Query()],
     status: Annotated[str | None, Query()] = None,
+    limit: Annotated[int, Query()] = DEFAULT_LIMIT,
+    offset: Annotated[int, Query()] = 0,
 ) -> list[JobView]:
+    page = Page(limit=limit, offset=offset)
     if status is None:
         rows = await pool.fetch(
-            "SELECT * FROM jobs WHERE account_id = $1 ORDER BY id DESC", account_id
+            "SELECT * FROM jobs WHERE account_id = $1 "
+            "ORDER BY id DESC LIMIT $2 OFFSET $3",
+            account_id,
+            page.capped_limit,
+            page.offset,
         )
     else:
         rows = await pool.fetch(
-            "SELECT * FROM jobs WHERE account_id = $1 AND status = $2 ORDER BY id DESC",
+            "SELECT * FROM jobs WHERE account_id = $1 AND status = $2 "
+            "ORDER BY id DESC LIMIT $3 OFFSET $4",
             account_id,
             status,
+            page.capped_limit,
+            page.offset,
         )
     return [_to_view(row) for row in rows]
 

backend/src/api/routers/chats.py

@@ -10,6 +10,7 @@ from utils.policy import repository
 from utils.read import chats
 from utils.read.models import (
     DEFAULT_LIMIT,
+    MAX_LIMIT,
     ChatListItem,
     MessageVersionView,
     MessageView,
@@ -49,6 +50,14 @@ async def list_chats(
     )
 
 
+@router.get("/chats/batch")
+async def get_chats_batch(
+    pool: FromDishka[asyncpg.Pool], account_id: AccountId, ids: Annotated[str, Query()]
+) -> list[ChatListItem]:
+    parsed = [int(part) for part in ids.split(",") if part.strip()]
+    return await chats.get_chats(pool, account_id, parsed[:MAX_LIMIT])
+
+
 @router.get("/chats/{chat_id}")
 async def get_chat(
     pool: FromDishka[asyncpg.Pool], chat_id: int, account_id: AccountId

backend/src/api/routers/discover.py

@@ -13,7 +13,7 @@ from utils.policy import repository as policy_repository
 from utils.policy.defaults import TRACKING
 from utils.policy.models import ScopeType
 from utils.read import discover
-from utils.read.models import DiscoverItem
+from utils.read.models import MAX_LIMIT, DiscoverItem
 
 router = APIRouter(prefix="/api", tags=["discover"], route_class=DishkaRoute)
 
@@ -68,6 +68,7 @@ async def discover_peers(
 ) -> list[DiscoverItem]:
     if not query.strip():
         return []
+    limit = min(limit, MAX_LIMIT)
     items = await discover.search(pool, account_id, query, limit)
     if not remote:
         return items

backend/src/api/routers/profile.py

@@ -52,9 +52,15 @@ async def chat_links(
 
 @router.get("/calendar")
 async def chat_calendar(
-    pool: FromDishka[asyncpg.Pool], chat_id: int, account_id: AccountId
+    pool: FromDishka[asyncpg.Pool],
+    chat_id: int,
+    account_id: AccountId,
+    date_from: Annotated[datetime | None, Query()] = None,
+    date_to: Annotated[datetime | None, Query()] = None,
 ) -> list[DayCount]:
-    return await profile.daily_counts(pool, account_id, chat_id)
+    return await profile.daily_counts(
+        pool, account_id, chat_id, date_from=date_from, date_to=date_to
+    )
 
 
 @router.get("/message-at")

backend/src/userbot/modules/capture/repository.py

@@ -122,7 +122,7 @@ async def max_message_id(
     pool: asyncpg.Pool, account_id: int, chat_id: int
 ) -> int | None:
     return await pool.fetchval(
-        "SELECT max(message_id) FROM messages WHERE account_id = $1 AND chat_id = $2",
+        "SELECT last_message_id FROM chat_stats WHERE account_id = $1 AND chat_id = $2",
         account_id,
         chat_id,
     )

backend/src/userbot/modules/client.py

@@ -31,6 +31,7 @@ class PyroClient(Client):
             lang_code="en",
             system_lang_code="en-US",
             client_platform=enums.ClientPlatform.DESKTOP,
+            max_concurrent_transmissions=4,
         )
         self.capture: CaptureContext | None = None
 

backend/src/userbot/modules/download.py

@@ -50,7 +50,7 @@ async def _reset_media_sessions(client: Client) -> None:
 async def download_bytes(client: Client, target: Downloadable) -> bytes | None:
     try:
         buffer = await client.download_media(target, in_memory=True)
-    except TimeoutError:
+    except (TimeoutError, OSError):
         await _reset_media_sessions(client)
         buffer = await client.download_media(target, in_memory=True)
     return buffer.getvalue() if isinstance(buffer, BytesIO) else None

backend/src/userbot/modules/jobs/consumer.py

@@ -69,6 +69,9 @@ class JobConsumer:
         requeued = await repository.requeue_running(self.pool, self.account_id)
         if requeued:
             logger.info(f"[yellow]Requeued {requeued} stale running job(s).[/]")
+        pruned = await repository.prune_finished(self.pool, self.account_id)
+        if pruned:
+            logger.info(f"[yellow]Pruned {pruned} finished job(s).[/]")
         conn = await asyncpg.connect(dsn=env.db.connection_url)
         await conn.add_listener(JOBS_CHANGED_CHANNEL, lambda *_: self._wake.set())
         logger.info(f"[green]Job consumer running for account {self.account_id}.[/]")

backend/src/userbot/modules/jobs/handlers/backfill.py

@@ -1,5 +1,5 @@
 from pyrogram import Client
-from pyrogram.errors import PeerIdInvalid
+from pyrogram.errors import FloodPremiumWait, FloodWait, PeerIdInvalid
 from pyrogram.types import Message
 
 from userbot.modules.capture import capture_message
@@ -11,6 +11,7 @@ from userbot.modules.jobs.registry import register
 from userbot.modules.stt import repository as stt_repo
 from userbot.modules.stt import should_transcribe_on_backfill
 from userbot.modules.stt.gate import safe_transcribe
+from utils.logging import logger
 from utils.policy.models import CaptureToggles
 
 SAVE_EVERY = 100
@@ -61,21 +62,30 @@ async def backfill(ctx: JobContext) -> None:
     min_id = await resolve_min_id(ctx, chat_id)
     await ctx.save_cursor({"max_id": max_id, "min_id": min_id})
     processed = ctx.job.progress.get("processed", 0)
+    errors = ctx.job.progress.get("errors", 0)
     self_id = client.me.id if client.me else None
     try:
         async for message in client.get_chat_history(
             chat_id, max_id=max_id, min_id=min_id
         ):
-            await capture_message(client, message, capture, toggles)
-            await maybe_transcribe(client, capture, chat_id, message, self_id)
+            try:
+                await capture_message(client, message, capture, toggles)
+                await maybe_transcribe(client, capture, chat_id, message, self_id)
+            except (FloodWait, FloodPremiumWait, PeerIdInvalid):
+                raise
+            except Exception:
+                errors += 1
+                logger.exception(f"Backfill capture failed for {chat_id}/{message.id}")
             processed += 1
             if processed % SAVE_EVERY == 0:
                 next_max = message.id - 1
                 await ctx.save_cursor({"max_id": next_max, "min_id": min_id})
-                await ctx.report_progress({"processed": processed, "max_id": next_max})
+                await ctx.report_progress(
+                    {"processed": processed, "errors": errors, "max_id": next_max}
+                )
                 if await ctx.is_canceled():
                     return
     except PeerIdInvalid:
         await ctx.report_progress({"processed": processed, "error": "peer_id_invalid"})
         return
-    await ctx.report_progress({"processed": processed, "done": True})
+    await ctx.report_progress({"processed": processed, "errors": errors, "done": True})

backend/src/userbot/modules/jobs/handlers/enrich_chat.py

@@ -65,16 +65,28 @@ async def _enrich_members(client: Client, ctx: CaptureContext, chat_id: int) ->
         return
 
 
+async def _fetch_users(client: Client, ids: list[int]) -> list[User]:
+    try:
+        users = await client.get_users(ids)
+    except BadRequest:
+        users = []
+        for sender_id in ids:
+            try:
+                users.append(await client.get_users(sender_id))
+            except BadRequest:
+                continue
+    if isinstance(users, User):
+        return [users]
+    return [user for user in users if isinstance(user, User)]
+
+
 async def _enrich_senders(client: Client, ctx: CaptureContext, chat_id: int) -> None:
     rows = await ctx.pool.fetch(_MISSING_SENDERS, ctx.account_id, chat_id)
     ids = [row["sender_id"] for row in rows]
-    for sender_id in ids:
-        try:
-            user = await client.get_users(sender_id)
-        except BadRequest:
-            continue
-        if isinstance(user, User):
-            await _save_user(ctx, user)
+    if not ids:
+        return
+    for user in await _fetch_users(client, ids):
+        await _save_user(ctx, user)
 
 
 @register("enrich_chat")

backend/src/userbot/modules/jobs/handlers/fetch_media.py

@@ -18,6 +18,10 @@ async def fetch_media(ctx: JobContext) -> None:
     if isinstance(message, list):
         message = message[0] if message else None
     if message is None or message.empty:
-        return
+        msg = f"message {chat_id}/{message_id} is unavailable"
+        raise RuntimeError(msg)
     toggles = CaptureToggles(media=True, self_destruct_media=True)
-    await capture_media(client, message, capture, chat_id, message_id, toggles)
+    ok = await capture_media(client, message, capture, chat_id, message_id, toggles)
+    if not ok:
+        msg = f"media download failed for {chat_id}/{message_id}"
+        raise RuntimeError(msg)

backend/src/userbot/modules/jobs/repository.py

@@ -48,6 +48,16 @@ async def requeue_running(pool: asyncpg.Pool, account_id: int) -> int:
     return int(result.split()[-1])
 
 
+async def prune_finished(pool: asyncpg.Pool, account_id: int) -> int:
+    result = await pool.execute(
+        "DELETE FROM jobs WHERE account_id = $1 "
+        "AND status IN ('done', 'canceled', 'failed') "
+        "AND finished_at < now() - interval '30 days'",
+        account_id,
+    )
+    return int(result.split()[-1])
+
+
 async def save_cursor(pool: asyncpg.Pool, job_id: int, cursor: dict[str, Any]) -> None:
     await pool.execute(
         "UPDATE jobs SET cursor = $2::jsonb, updated_at = now() WHERE id = $1",

backend/src/userbot/modules/media/downloader.py

@@ -1,14 +1,23 @@
 from typing import Any
 
 from pyrogram import Client
+from pyrogram.errors import (
+    FileIdInvalid,
+    FileReferenceExpired,
+    FileReferenceInvalid,
+    FloodPremiumWait,
+    FloodWait,
+)
 from pyrogram.types import Message
 
 from userbot.modules.capture import repository
 from userbot.modules.capture.context import CaptureContext
-from userbot.modules.download import download_bytes
+from userbot.modules.download import Downloadable, download_bytes
 from utils.logging import logger
 from utils.policy.models import CaptureToggles
 
+STALE_FILE_ID = (FileIdInvalid, FileReferenceExpired, FileReferenceInvalid)
+
 _MEDIA_ATTRS = (
     "photo",
     "video",
@@ -48,6 +57,48 @@ def media_unique_id(message: Message) -> str | None:
     return getattr(obj, "file_unique_id", None) if obj is not None else None
 
 
+def _download_target(message: Message) -> Downloadable | None:
+    kind, obj = media_object(message)
+    if obj is None:
+        return None
+    return message if getattr(message, kind or "", None) is obj else obj
+
+
+async def _fresh_target(
+    client: Client, chat_id: int, message_id: int
+) -> Downloadable | None:
+    message = await client.get_messages(chat_id, message_id)
+    if not isinstance(message, Message) or message.empty:
+        return None
+    return _download_target(message)
+
+
+async def _download(
+    client: Client, target: Downloadable | None, chat_id: int, message_id: int
+) -> bytes | None:
+    if target is None:
+        return None
+    try:
+        return await download_bytes(client, target)
+    except TimeoutError:
+        logger.warning(
+            f"[yellow]Media download timed out for {chat_id}/{message_id}.[/]"
+        )
+        return None
+    except STALE_FILE_ID:
+        fresh = await _fresh_target(client, chat_id, message_id)
+        if fresh is None:
+            return None
+        try:
+            return await download_bytes(client, fresh)
+        except (TimeoutError, *STALE_FILE_ID):
+            logger.warning(
+                f"[yellow]Media download failed after refetch "
+                f"for {chat_id}/{message_id}.[/]"
+            )
+            return None
+
+
 async def capture_media(  # noqa: PLR0913
     client: Client,
     message: Message,
@@ -55,10 +106,10 @@ async def capture_media(  # noqa: PLR0913
     chat_id: int,
     message_id: int,
     toggles: CaptureToggles,
-) -> None:
+) -> bool:
     kind, obj = media_object(message)
     if obj is None:
-        return
+        return True
     unique_id = getattr(obj, "file_unique_id", None)
     ttl = getattr(obj, "ttl_seconds", None)
     want = toggles.self_destruct_media if ttl else toggles.media
@@ -66,6 +117,7 @@ async def capture_media(  # noqa: PLR0913
     mime = getattr(obj, "mime_type", None)
     storage_key: str | None = None
     downloaded = False
+    flood: FloodWait | FloodPremiumWait | None = None
     if want:
         existing = await repository.current_media(
             ctx.pool, ctx.account_id, chat_id, message_id
@@ -80,13 +132,11 @@ async def capture_media(  # noqa: PLR0913
             file_size = existing["file_size"]
             downloaded = True
         else:
-            target = message if getattr(message, kind or "", None) is obj else obj
+            target = _download_target(message)
             try:
-                data = await download_bytes(client, target)
-            except TimeoutError:
-                logger.warning(
-                    f"[yellow]Media download timed out for {chat_id}/{message_id}.[/]"
-                )
+                data = await _download(client, target, chat_id, message_id)
+            except (FloodWait, FloodPremiumWait) as exc:
+                flood = exc
                 data = None
             if data is not None:
                 storage_key = ctx.storage.put(data)
@@ -105,3 +155,6 @@ async def capture_media(  # noqa: PLR0913
         unique_id,
         downloaded=downloaded,
     )
+    if flood is not None:
+        raise flood
+    return downloaded or not want

backend/src/userbot/runner.py

@@ -49,18 +49,6 @@ async def _cancel(task: asyncio.Task) -> None:
         await task
 
 
-async def _enqueue_once(pool: asyncpg.Pool, account_id: int, kind: str) -> None:
-    existing = await pool.fetchval(
-        "SELECT 1 FROM jobs WHERE account_id = $1 AND kind = $2 "
-        "AND status IN ('pending', 'running') LIMIT 1",
-        account_id,
-        kind,
-    )
-    if existing is None:
-        await enqueue(pool, account_id, kind, {})
-        logger.info(f"[green]Queued {kind}.[/]")
-
-
 class AccountRegistry:
     def __init__(self, pool: asyncpg.Pool, storage: ContentAddressedStorage) -> None:
         self._pool = pool
@@ -121,8 +109,8 @@ class AccountRegistry:
             client, asyncio.create_task(consumer.run()), device_model
         )
         logger.info(f"[green]Client started:[/] {me.full_name} ({me.id})")
-        await _enqueue_once(self._pool, account_id, "sync_dialogs")
-        await _enqueue_once(self._pool, account_id, "sync_contacts")
+        await enqueue(self._pool, account_id, "sync_dialogs", {})
+        await enqueue(self._pool, account_id, "sync_contacts", {})
 
     async def _stop(self, session_name: str) -> None:
         account = self._running.pop(session_name, None)

backend/src/utils/jobs.py

@@ -9,12 +9,22 @@ JOBS_CHANGED_CHANNEL = "jobs_changed"
 async def enqueue(
     pool: asyncpg.Pool, account_id: int, kind: str, params: dict[str, Any]
 ) -> int:
+    params_json = json.dumps(params)
+    existing = await pool.fetchval(
+        "SELECT id FROM jobs WHERE account_id = $1 AND kind = $2 "
+        "AND params = $3::jsonb AND status IN ('pending', 'running') LIMIT 1",
+        account_id,
+        kind,
+        params_json,
+    )
+    if existing is not None:
+        return existing
     job_id = await pool.fetchval(
         "INSERT INTO jobs (account_id, kind, params) "
         "VALUES ($1, $2, $3::jsonb) RETURNING id",
         account_id,
         kind,
-        json.dumps(params),
+        params_json,
     )
     await pool.execute(f"NOTIFY {JOBS_CHANGED_CHANNEL}")
     return job_id

backend/src/utils/read/accounts.py

@@ -30,10 +30,19 @@ RETURNING {_ACCOUNT_COLS}
 """  # noqa: S608
 
 
+_self_ids: dict[int, int] = {}
+
+
 async def self_user_id(pool: asyncpg.Pool, account_id: int) -> int | None:
-    return await pool.fetchval(
+    cached = _self_ids.get(account_id)
+    if cached is not None:
+        return cached
+    tg_user_id = await pool.fetchval(
         "SELECT tg_user_id FROM accounts WHERE account_id = $1", account_id
     )
+    if tg_user_id is not None:
+        _self_ids[account_id] = tg_user_id
+    return tg_user_id
 
 
 async def list_accounts(pool: asyncpg.Pool) -> list[AccountView]:

backend/src/utils/read/analytics.py

@@ -33,7 +33,7 @@ async def message_volume(
 
 
 async def response_stats(
-    pool: asyncpg.Pool, account_id: int, chat_id: int
+    pool: asyncpg.Pool, account_id: int, chat_id: int, *, days: int = 365
 ) -> ResponseStats:
     self_id = await self_user_id(pool, account_id)
     rows = await pool.fetch(
@@ -43,6 +43,7 @@ async def response_stats(
         "lag(date) OVER w AS prev_date "
         "FROM messages "
         "WHERE account_id = $1 AND chat_id = $2 AND sender_id IS NOT NULL "
+        "AND date >= $4 "
         "WINDOW w AS (ORDER BY date, message_id)), "
         "resp AS ("
         "SELECT (sender_id = $3) AS is_mine, "
@@ -55,6 +56,7 @@ async def response_stats(
         account_id,
         chat_id,
         self_id,
+        datetime.now(UTC) - timedelta(days=days),
     )
     stats = ResponseStats(
         mine_median_seconds=None, mine_count=0, their_median_seconds=None, their_count=0

backend/src/utils/read/avatars.py

@@ -21,7 +21,7 @@ WHERE account_id = $1 AND owner_id = $2 AND unique_id = $3
 _AVATAR_HISTORY = """
 SELECT unique_id, first_seen_at, downloaded FROM avatars
 WHERE account_id = $1 AND owner_id = $2
-ORDER BY first_seen_at DESC
+ORDER BY first_seen_at DESC LIMIT 200
 """
 
 

backend/src/utils/read/chats.py

@@ -62,6 +62,18 @@ _ONE_ID = """
     WHERE account_id = $1 AND scope_type = 'chat' AND scope_id = $2
 """
 
+_MANY_IDS = """
+    SELECT chat_id FROM chat_stats
+    WHERE account_id = $1 AND chat_id = ANY($2::bigint[])
+    UNION
+    SELECT chat_id FROM dialogs
+    WHERE account_id = $1 AND chat_id = ANY($2::bigint[])
+    UNION
+    SELECT scope_id AS chat_id FROM capture_policy
+    WHERE account_id = $1 AND scope_type = 'chat'
+      AND scope_id = ANY($2::bigint[])
+"""
+
 _CHAT_ROWS = """
 WITH ids AS ({ids})
 SELECT ids.chat_id,
@@ -171,6 +183,15 @@ async def get_chat(
     return _chat_item(row) if row is not None else None
 
 
+async def get_chats(
+    pool: asyncpg.Pool, account_id: int, ids: list[int]
+) -> list[ChatListItem]:
+    if not ids:
+        return []
+    rows = await pool.fetch(_CHAT_ROWS.format(ids=_MANY_IDS), account_id, ids)
+    return [_chat_item(row) for row in rows]
+
+
 async def get_chat_history(  # noqa: PLR0913
     pool: asyncpg.Pool,
     account_id: int,
@@ -308,7 +329,7 @@ async def get_message_versions(
     rows = await pool.fetch(
         "SELECT observed_at, edit_date, text FROM message_versions "
         "WHERE account_id = $1 AND chat_id = $2 AND message_id = $3 "
-        "ORDER BY observed_at",
+        "ORDER BY observed_at LIMIT 500",
         account_id,
         chat_id,
         message_id,

backend/src/utils/read/discover.py

@@ -54,9 +54,8 @@ WITH chat_meta AS (
         bool_or(is_broadcast) AS is_broadcast
     FROM hits GROUP BY chat_id
 ), counts AS (
-    SELECT chat_id, count(*) AS message_count FROM messages
+    SELECT chat_id, message_count FROM chat_stats
     WHERE account_id = $1 AND chat_id IN (SELECT chat_id FROM merged)
-    GROUP BY chat_id
 )
 SELECT m.chat_id, m.title, m.username, m.is_bot, m.is_contact, m.is_broadcast,
     COALESCE(c.message_count, 0) AS message_count,

backend/src/utils/read/media.py

@@ -1,7 +1,8 @@
+import json
+
 import asyncpg
 
 from utils.files import media_file_name
-from utils.read.message_view import load_raw
 from utils.read.models import MediaVersionView, MediaView
 
 MEDIA_COLS = (
@@ -40,15 +41,15 @@ async def _web_page_media_stub(
     pool: asyncpg.Pool, account_id: int, chat_id: int, message_id: int
 ) -> MediaView | None:
     row = await pool.fetchrow(
-        "SELECT date, raw FROM messages "
+        "SELECT date, raw->'web_page' AS web_page FROM messages "
         "WHERE account_id = $1 AND chat_id = $2 AND message_id = $3",
         account_id,
         chat_id,
         message_id,
     )
-    if row is None:
+    if row is None or row["web_page"] is None:
         return None
-    web_page = load_raw(row["raw"]).get("web_page")
+    web_page = json.loads(row["web_page"])
     if not isinstance(web_page, dict):
         return None
     kind = next(
@@ -105,7 +106,7 @@ async def get_media_versions(
     rows = await pool.fetch(
         f"SELECT {_VERSION_COLS} FROM media_versions "  # noqa: S608
         "WHERE account_id = $1 AND chat_id = $2 AND message_id = $3 "
-        "ORDER BY observed_at",
+        "ORDER BY observed_at LIMIT 500",
         account_id,
         chat_id,
         message_id,

backend/src/utils/read/peers.py

@@ -42,7 +42,8 @@ async def get_peer_history(
     rows = await pool.fetch(
         "SELECT observed_at, first_name, last_name, username, phone, "
         "photo_unique_id, is_deleted_account FROM peer_history "
-        "WHERE account_id = $1 AND peer_id = $2 ORDER BY observed_at DESC",
+        "WHERE account_id = $1 AND peer_id = $2 "
+        "ORDER BY observed_at DESC LIMIT 500",
         account_id,
         peer_id,
     )

backend/src/utils/read/presence.py

@@ -1,9 +1,11 @@
-from datetime import datetime
+from datetime import UTC, datetime, timedelta
 
 import asyncpg
 
 from utils.read.models import Page, PresenceHourly, PresenceSample
 
+HOURLY_DEFAULT_DAYS = 90
+
 
 async def presence_history(  # noqa: PLR0913
     pool: asyncpg.Pool,
@@ -54,6 +56,8 @@ async def presence_hourly(
     date_from: datetime | None = None,
     date_to: datetime | None = None,
 ) -> list[PresenceHourly]:
+    if date_from is None:
+        date_from = datetime.now(UTC) - timedelta(days=HOURLY_DEFAULT_DAYS)
     params: list[object] = [account_id, peer_id]
     where = "account_id = $1 AND peer_id = $2"
     if date_from is not None:

backend/src/utils/read/profile.py

@@ -42,17 +42,27 @@ async def chat_links(
 
 
 async def daily_counts(
-    pool: asyncpg.Pool, account_id: int, chat_id: int
+    pool: asyncpg.Pool,
+    account_id: int,
+    chat_id: int,
+    *,
+    date_from: datetime | None = None,
+    date_to: datetime | None = None,
 ) -> list[DayCount]:
     self_id = await self_user_id(pool, account_id)
+    params: list[object] = [account_id, chat_id, self_id]
+    where = "account_id = $1 AND chat_id = $2"
+    if date_from is not None:
+        params.append(date_from)
+        where += f" AND date >= ${len(params)}"
+    if date_to is not None:
+        params.append(date_to)
+        where += f" AND date < ${len(params)}"
     rows = await pool.fetch(
-        "SELECT date_trunc('day', date) AS day, count(*) AS count, "
+        "SELECT date_trunc('day', date) AS day, count(*) AS count, "  # noqa: S608
         "count(*) FILTER (WHERE sender_id = $3) AS outgoing FROM messages "
-        "WHERE account_id = $1 AND chat_id = $2 "
-        "GROUP BY day ORDER BY day",
-        account_id,
-        chat_id,
-        self_id,
+        f"WHERE {where} GROUP BY day ORDER BY day",
+        *params,
     )
     return [DayCount(**dict(row)) for row in rows]