From 2a66923524952e63d3fdc2c037599c96cf434db0 Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Sat, 14 Sep 2024 08:42:56 -0500
Subject: [PATCH 01/26] Explore pane infinite loading (#13738)

* swr for infinite loading

* search detail language change

* drawer padding

* spacing

* center calendar

* padding

* catch error

* use limit const
---
 .../components/filter/CamerasFilterButton.tsx | 10 +--
 .../components/filter/SearchFilterGroup.tsx   | 18 ++---
 .../overlay/detail/ObjectLifecycle.tsx        |  2 +-
 .../overlay/detail/SearchDetailDialog.tsx     |  4 +-
 web/src/components/ui/calendar-range.tsx      |  2 +-
 web/src/pages/Explore.tsx                     | 76 +++++++++++++++++--
 web/src/types/search.ts                       | 17 +++++
 web/src/views/explore/ExploreView.tsx         |  2 +-
 web/src/views/search/SearchView.tsx           | 67 +++++++++++++---
 9 files changed, 162 insertions(+), 36 deletions(-)

diff --git a/web/src/components/filter/CamerasFilterButton.tsx b/web/src/components/filter/CamerasFilterButton.tsx
index da188b5d7f..12c5431bf0 100644
--- a/web/src/components/filter/CamerasFilterButton.tsx
+++ b/web/src/components/filter/CamerasFilterButton.tsx
@@ -90,7 +90,7 @@ export function CamerasFilterButton({
           <DropdownMenuSeparator />
         </>
       )}
-      <div className="scrollbar-container h-auto max-h-[80dvh] overflow-y-auto overflow-x-hidden p-4">
+      <div className="scrollbar-container flex h-auto max-h-[80dvh] flex-col gap-2 overflow-y-auto overflow-x-hidden p-4">
         <FilterSwitch
           isChecked={allCamerasSelected}
           label="All Cameras"
@@ -106,12 +106,12 @@ export function CamerasFilterButton({
         />
         {groups.length > 0 && (
           <>
-            <DropdownMenuSeparator className="mt-2" />
+            <DropdownMenuSeparator />
             {groups.map(([name, conf]) => {
               return (
                 <div
                   key={name}
-                  className="w-full cursor-pointer rounded-lg px-2 py-1.5 text-sm capitalize text-primary hover:bg-muted"
+                  className="w-full cursor-pointer rounded-lg px-2 py-0.5 text-sm capitalize text-primary hover:bg-muted"
                   onClick={() => setCurrentCameras([...conf.cameras])}
                 >
                   {name}
@@ -120,7 +120,7 @@ export function CamerasFilterButton({
             })}
           </>
         )}
-        <DropdownMenuSeparator className="my-2" />
+        <DropdownMenuSeparator />
         <div className="flex flex-col gap-2.5">
           {allCameras.map((item) => (
             <FilterSwitch
@@ -158,7 +158,7 @@ export function CamerasFilterButton({
           ))}
         </div>
       </div>
-      <DropdownMenuSeparator className="my-2" />
+      <DropdownMenuSeparator />
       <div className="flex items-center justify-evenly p-2">
         <Button
           variant="select"
diff --git a/web/src/components/filter/SearchFilterGroup.tsx b/web/src/components/filter/SearchFilterGroup.tsx
index ceed1028c9..0b0b3278e2 100644
--- a/web/src/components/filter/SearchFilterGroup.tsx
+++ b/web/src/components/filter/SearchFilterGroup.tsx
@@ -5,7 +5,7 @@ import { FrigateConfig } from "@/types/frigateConfig";
 import { useCallback, useEffect, useMemo, useState } from "react";
 import { DropdownMenuSeparator } from "../ui/dropdown-menu";
 import { getEndOfDayTimestamp } from "@/utils/dateUtil";
-import { isMobile } from "react-device-detect";
+import { isDesktop, isMobile } from "react-device-detect";
 import { Drawer, DrawerContent, DrawerTrigger } from "../ui/drawer";
 import { Switch } from "../ui/switch";
 import { Label } from "../ui/label";
@@ -309,7 +309,7 @@ function GeneralFilterButton({
         }}
       >
         <DrawerTrigger asChild>{trigger}</DrawerTrigger>
-        <DrawerContent className="max-h-[75dvh] overflow-hidden">
+        <DrawerContent className="max-h-[75dvh] overflow-hidden p-4">
           {content}
         </DrawerContent>
       </Drawer>
@@ -503,7 +503,7 @@ function ZoneFilterButton({
         }}
       >
         <DrawerTrigger asChild>{trigger}</DrawerTrigger>
-        <DrawerContent className="max-h-[75dvh] overflow-hidden">
+        <DrawerContent className="max-h-[75dvh] overflow-hidden p-4">
           {content}
         </DrawerContent>
       </Drawer>
@@ -548,7 +548,7 @@ export function ZoneFilterContent({
       <div className="scrollbar-container h-auto max-h-[80dvh] overflow-y-auto overflow-x-hidden">
         {allZones && setCurrentZones && (
           <>
-            <DropdownMenuSeparator />
+            {isDesktop && <DropdownMenuSeparator />}
             <div className="mb-5 mt-2.5 flex items-center justify-between">
               <Label
                 className="mx-2 cursor-pointer text-primary"
@@ -599,7 +599,7 @@ export function ZoneFilterContent({
           </>
         )}
       </div>
-      <DropdownMenuSeparator />
+      {isDesktop && <DropdownMenuSeparator />}
       <div className="flex items-center justify-evenly p-2">
         <Button
           variant="select"
@@ -697,7 +697,7 @@ function SubFilterButton({
         }}
       >
         <DrawerTrigger asChild>{trigger}</DrawerTrigger>
-        <DrawerContent className="max-h-[75dvh] overflow-hidden">
+        <DrawerContent className="max-h-[75dvh] overflow-hidden p-4">
           {content}
         </DrawerContent>
       </Drawer>
@@ -788,7 +788,7 @@ export function SubFilterContent({
           ))}
         </div>
       </div>
-      <DropdownMenuSeparator />
+      {isDesktop && <DropdownMenuSeparator />}
       <div className="flex items-center justify-evenly p-2">
         <Button
           variant="select"
@@ -877,7 +877,7 @@ function SearchTypeButton({
         }}
       >
         <DrawerTrigger asChild>{trigger}</DrawerTrigger>
-        <DrawerContent className="max-h-[75dvh] overflow-hidden">
+        <DrawerContent className="max-h-[75dvh] overflow-hidden p-4">
           {content}
         </DrawerContent>
       </Drawer>
@@ -956,7 +956,7 @@ export function SearchTypeContent({
             }}
           />
         </div>
-        <DropdownMenuSeparator />
+        {isDesktop && <DropdownMenuSeparator />}
         <div className="flex items-center justify-evenly p-2">
           <Button
             variant="select"
diff --git a/web/src/components/overlay/detail/ObjectLifecycle.tsx b/web/src/components/overlay/detail/ObjectLifecycle.tsx
index 377710b098..5dca6be79e 100644
--- a/web/src/components/overlay/detail/ObjectLifecycle.tsx
+++ b/web/src/components/overlay/detail/ObjectLifecycle.tsx
@@ -193,7 +193,7 @@ export default function ObjectLifecycle({
   };
 
   useEffect(() => {
-    if (eventSequence) {
+    if (eventSequence && eventSequence.length > 0) {
       setTimeIndex(eventSequence?.[current].timestamp);
       handleSetBox(eventSequence?.[current].data.box ?? []);
       setLifecycleZones(eventSequence?.[current].data.zones);
diff --git a/web/src/components/overlay/detail/SearchDetailDialog.tsx b/web/src/components/overlay/detail/SearchDetailDialog.tsx
index e4651d6ddd..441e48df6a 100644
--- a/web/src/components/overlay/detail/SearchDetailDialog.tsx
+++ b/web/src/components/overlay/detail/SearchDetailDialog.tsx
@@ -237,7 +237,7 @@ function ObjectDetailsTab({
   const [desc, setDesc] = useState(search?.data.description);
 
   // we have to make sure the current selected search item stays in sync
-  useEffect(() => setDesc(search?.data.description), [search]);
+  useEffect(() => setDesc(search?.data.description ?? ""), [search]);
 
   const formattedDate = useFormattedTimestamp(
     search?.start_time ?? 0,
@@ -351,7 +351,7 @@ function ObjectDetailsTab({
         <div className="text-sm text-primary/40">Description</div>
         <Textarea
           className="md:h-64"
-          placeholder="Description of the event"
+          placeholder="Description of the tracked object"
           value={desc}
           onChange={(e) => setDesc(e.target.value)}
         />
diff --git a/web/src/components/ui/calendar-range.tsx b/web/src/components/ui/calendar-range.tsx
index 5629c5ce95..395cfb7793 100644
--- a/web/src/components/ui/calendar-range.tsx
+++ b/web/src/components/ui/calendar-range.tsx
@@ -315,7 +315,7 @@ export function DateRangePicker({
 
   return (
     <div className="w-full">
-      <div className="flex py-2">
+      <div className="flex flex-row items-start justify-center py-2">
         <div className="flex">
           <div className="flex flex-col">
             <div className="flex flex-col items-center justify-end gap-2 px-3 pb-4 lg:flex-row lg:items-start lg:pb-0">
diff --git a/web/src/pages/Explore.tsx b/web/src/pages/Explore.tsx
index f68bb5068d..21ab01f71f 100644
--- a/web/src/pages/Explore.tsx
+++ b/web/src/pages/Explore.tsx
@@ -3,12 +3,15 @@ import { useCameraPreviews } from "@/hooks/use-camera-previews";
 import { useOverlayState, useSearchEffect } from "@/hooks/use-overlay-state";
 import { FrigateConfig } from "@/types/frigateConfig";
 import { RecordingStartingPoint } from "@/types/record";
-import { SearchFilter, SearchResult } from "@/types/search";
+import { SearchFilter, SearchQuery, SearchResult } from "@/types/search";
 import { TimeRange } from "@/types/timeline";
 import { RecordingView } from "@/views/recording/RecordingView";
 import SearchView from "@/views/search/SearchView";
 import { useCallback, useEffect, useMemo, useState } from "react";
 import useSWR from "swr";
+import useSWRInfinite from "swr/infinite";
+
+const API_LIMIT = 25;
 
 export default function Explore() {
   const { data: config } = useSWR<FrigateConfig>("config", {
@@ -61,7 +64,7 @@ export default function Explore() {
     // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [search]);
 
-  const searchQuery = useMemo(() => {
+  const searchQuery: SearchQuery = useMemo(() => {
     if (similaritySearch) {
       return [
         "events/search",
@@ -107,7 +110,8 @@ export default function Explore() {
           before: searchSearchParams["before"],
           after: searchSearchParams["after"],
           search_type: searchSearchParams["search_type"],
-          limit: Object.keys(searchSearchParams).length == 0 ? 20 : null,
+          limit:
+            Object.keys(searchSearchParams).length == 0 ? API_LIMIT : undefined,
           in_progress: 0,
           include_thumbnails: 0,
         },
@@ -117,8 +121,66 @@ export default function Explore() {
     return null;
   }, [searchTerm, searchSearchParams, similaritySearch]);
 
-  const { data: searchResults, isLoading } =
-    useSWR<SearchResult[]>(searchQuery);
+  // paging
+
+  const getKey = (
+    pageIndex: number,
+    previousPageData: SearchResult[] | null,
+  ): SearchQuery => {
+    if (previousPageData && !previousPageData.length) return null; // reached the end
+    if (!searchQuery) return null;
+
+    const [url, params] = searchQuery;
+
+    // If it's not the first page, use the last item's start_time as the 'before' parameter
+    if (pageIndex > 0 && previousPageData) {
+      const lastDate = previousPageData[previousPageData.length - 1].start_time;
+      return [
+        url,
+        { ...params, before: lastDate.toString(), limit: API_LIMIT },
+      ];
+    }
+
+    // For the first page, use the original params
+    return [url, { ...params, limit: API_LIMIT }];
+  };
+
+  const { data, size, setSize, isValidating } = useSWRInfinite<SearchResult[]>(
+    getKey,
+    {
+      revalidateFirstPage: false,
+      revalidateAll: false,
+    },
+  );
+
+  const searchResults = useMemo(
+    () => (data ? ([] as SearchResult[]).concat(...data) : []),
+    [data],
+  );
+  const isLoadingInitialData = !data && !isValidating;
+  const isLoadingMore =
+    isLoadingInitialData ||
+    (size > 0 && data && typeof data[size - 1] === "undefined");
+  const isEmpty = data?.[0]?.length === 0;
+  const isReachingEnd =
+    isEmpty || (data && data[data.length - 1]?.length < API_LIMIT);
+
+  const loadMore = useCallback(() => {
+    if (!isReachingEnd && !isLoadingMore) {
+      if (searchQuery) {
+        const [url] = searchQuery;
+
+        // for chroma, only load 100 results for description and similarity
+        if (url === "events/search" && searchResults.length >= 100) {
+          return;
+        }
+      }
+
+      setSize(size + 1);
+    }
+  }, [isReachingEnd, isLoadingMore, setSize, size, searchResults, searchQuery]);
+
+  // previews
 
   const previewTimeRange = useMemo<TimeRange>(() => {
     if (!searchResults) {
@@ -212,11 +274,13 @@ export default function Explore() {
         searchTerm={searchTerm}
         searchFilter={searchFilter}
         searchResults={searchResults}
-        isLoading={isLoading}
+        isLoading={(isLoadingInitialData || isLoadingMore) ?? true}
         setSearch={setSearch}
         setSimilaritySearch={(search) => setSearch(`similarity:${search.id}`)}
         onUpdateFilter={setSearchFilter}
         onOpenSearch={onOpenSearch}
+        loadMore={loadMore}
+        hasMore={!isReachingEnd}
       />
     );
   }
diff --git a/web/src/types/search.ts b/web/src/types/search.ts
index 7cc7e3e916..762da2c820 100644
--- a/web/src/types/search.ts
+++ b/web/src/types/search.ts
@@ -38,3 +38,20 @@ export type SearchFilter = {
   search_type?: SearchSource[];
   event_id?: string;
 };
+
+export type SearchQueryParams = {
+  cameras?: string[];
+  labels?: string[];
+  sub_labels?: string[];
+  zones?: string[];
+  before?: string;
+  after?: string;
+  search_type?: string;
+  limit?: number;
+  in_progress?: number;
+  include_thumbnails?: number;
+  query?: string;
+  page?: number;
+};
+
+export type SearchQuery = [string, SearchQueryParams] | null;
\ No newline at end of file
diff --git a/web/src/views/explore/ExploreView.tsx b/web/src/views/explore/ExploreView.tsx
index 48fee439c9..1a6c331429 100644
--- a/web/src/views/explore/ExploreView.tsx
+++ b/web/src/views/explore/ExploreView.tsx
@@ -94,7 +94,7 @@ function ThumbnailRow({
   };
 
   return (
-    <div className="rounded-lg bg-background_alt p-2 md:p-4">
+    <div className="rounded-lg bg-background_alt p-2 md:px-4">
       <div className="text-lg capitalize">
         {objectType.replaceAll("_", " ")}
         {searchResults && (
diff --git a/web/src/views/search/SearchView.tsx b/web/src/views/search/SearchView.tsx
index 3b6fb49e32..42c8c08336 100644
--- a/web/src/views/search/SearchView.tsx
+++ b/web/src/views/search/SearchView.tsx
@@ -33,6 +33,8 @@ type SearchViewProps = {
   setSimilaritySearch: (search: SearchResult) => void;
   onUpdateFilter: (filter: SearchFilter) => void;
   onOpenSearch: (item: SearchResult) => void;
+  loadMore: () => void;
+  hasMore: boolean;
 };
 export default function SearchView({
   search,
@@ -43,6 +45,8 @@ export default function SearchView({
   setSearch,
   setSimilaritySearch,
   onUpdateFilter,
+  loadMore,
+  hasMore,
 }: SearchViewProps) {
   const { data: config } = useSWR<FrigateConfig>("config", {
     revalidateOnFocus: false,
@@ -143,7 +147,37 @@ export default function SearchView({
         scrollMode: "if-needed",
       });
     }
-  }, [selectedIndex, uniqueResults]);
+    // we only want to scroll when the index changes
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [selectedIndex]);
+
+  // observer for loading more
+
+  const observerTarget = useRef<HTMLDivElement>(null);
+  const observerRef = useRef<IntersectionObserver | null>(null);
+
+  useEffect(() => {
+    const observer = new IntersectionObserver(
+      (entries) => {
+        if (entries[0].isIntersecting && hasMore && !isLoading) {
+          loadMore();
+        }
+      },
+      { threshold: 1.0 },
+    );
+
+    if (observerTarget.current) {
+      observer.observe(observerTarget.current);
+    }
+
+    observerRef.current = observer;
+
+    return () => {
+      if (observerRef.current) {
+        observerRef.current.disconnect();
+      }
+    };
+  }, [hasMore, isLoading, loadMore]);
 
   return (
     <div className="flex size-full flex-col pt-2 md:py-2">
@@ -199,20 +233,23 @@ export default function SearchView({
         )}
       </div>
 
-      <div className="no-scrollbar flex flex-1 flex-wrap content-start gap-2 overflow-y-auto md:gap-4">
-        {searchTerm.length > 0 && searchResults?.length == 0 && (
+      <div className="no-scrollbar flex flex-1 flex-wrap content-start gap-2 overflow-y-auto">
+        {uniqueResults?.length == 0 && !isLoading && (
           <div className="absolute left-1/2 top-1/2 flex -translate-x-1/2 -translate-y-1/2 flex-col items-center justify-center text-center">
             <LuSearchX className="size-16" />
             No Tracked Objects Found
           </div>
         )}
 
-        {isLoading && (
-          <ActivityIndicator className="absolute left-1/2 top-1/2 -translate-x-1/2 -translate-y-1/2" />
-        )}
+        {uniqueResults?.length == 0 &&
+          isLoading &&
+          searchFilter &&
+          Object.keys(searchFilter).length !== 0 && (
+            <ActivityIndicator className="absolute left-1/2 top-1/2 -translate-x-1/2 -translate-y-1/2" />
+          )}
 
         {uniqueResults && (
-          <div className="mt-2 grid w-full gap-2 px-1 sm:grid-cols-2 md:mx-2 md:grid-cols-4 md:gap-4 3xl:grid-cols-6">
+          <div className="grid w-full gap-2 px-1 sm:grid-cols-2 md:mx-2 md:grid-cols-4 md:gap-4 3xl:grid-cols-6">
             {uniqueResults &&
               uniqueResults.map((value, index) => {
                 const selected = selectedIndex === index;
@@ -273,12 +310,20 @@ export default function SearchView({
               })}
           </div>
         )}
-        {!uniqueResults && !isLoading && (
-          <div className="scrollbar-container flex size-full flex-col overflow-y-auto">
-            <ExploreView onSelectSearch={onSelectSearch} />
-          </div>
+        {uniqueResults && uniqueResults.length > 0 && (
+          <>
+            <div ref={observerTarget} className="h-10 w-full" />
+            <div className="flex h-12 w-full justify-center">
+              {hasMore && isLoading && <ActivityIndicator />}
+            </div>
+          </>
         )}
       </div>
+      {searchFilter && Object.keys(searchFilter).length === 0 && (
+        <div className="scrollbar-container flex size-full flex-col overflow-y-auto">
+          <ExploreView onSelectSearch={onSelectSearch} />
+        </div>
+      )}
     </div>
   );
 }

From d5acd11164e29ea98d66ca97446aad4d96ed70b4 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Sat, 14 Sep 2024 12:22:03 -0600
Subject: [PATCH 02/26] Ffmpeg fixes (#13739)

* Only include hwaccel args if detect is being used

* Include both libmfx libraries
---
 docker/main/install_deps.sh | 2 +-
 frigate/config.py           | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker/main/install_deps.sh b/docker/main/install_deps.sh
index fbfcd86891..34f2e093e7 100755
--- a/docker/main/install_deps.sh
+++ b/docker/main/install_deps.sh
@@ -68,7 +68,7 @@ if [[ "${TARGETARCH}" == "amd64" ]]; then
     apt-get -qq update
     apt-get -qq install --no-install-recommends --no-install-suggests -y \
         intel-opencl-icd intel-media-va-driver-non-free i965-va-driver \
-        libmfx-gen1.2 onevpl-tools intel-gpu-tools \
+        libmfx-gen1.2 libmfx1 onevpl-tools intel-gpu-tools \
         libva-drm2 \
         mesa-va-drivers radeontop
 
diff --git a/frigate/config.py b/frigate/config.py
index 5794debff7..7e557f0a34 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -1225,7 +1225,7 @@ def _get_ffmpeg_cmd(self, ffmpeg_input: CameraInput):
         cmd = (
             [self.ffmpeg.ffmpeg_path]
             + global_args
-            + hwaccel_args
+            + (hwaccel_args if "detect" in ffmpeg_input.roles else [])
             + input_args
             + ["-i", escape_special_characters(ffmpeg_input.path)]
             + ffmpeg_output_args

From c17524bc3cbfbccf84654491e6463927c9dd2b6c Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Sat, 14 Sep 2024 15:08:46 -0500
Subject: [PATCH 03/26] Explore tweaks (#13744)

* Fix loading indicator and explore view when entering a search term

* don't hide iOS video mute button

* use searchTerm instead of search for trigger
---
 .../overlay/detail/SearchDetailDialog.tsx        | 11 ++++++++---
 web/src/views/search/SearchView.tsx              | 16 +++++++++-------
 2 files changed, 17 insertions(+), 10 deletions(-)

diff --git a/web/src/components/overlay/detail/SearchDetailDialog.tsx b/web/src/components/overlay/detail/SearchDetailDialog.tsx
index 441e48df6a..d0504fb76b 100644
--- a/web/src/components/overlay/detail/SearchDetailDialog.tsx
+++ b/web/src/components/overlay/detail/SearchDetailDialog.tsx
@@ -350,7 +350,7 @@ function ObjectDetailsTab({
       <div className="flex flex-col gap-1.5">
         <div className="text-sm text-primary/40">Description</div>
         <Textarea
-          className="md:h-64"
+          className="h-64"
           placeholder="Description of the tracked object"
           value={desc}
           onChange={(e) => setDesc(e.target.value)}
@@ -447,8 +447,13 @@ function VideoTab({ search, config }: VideoTabProps) {
           />
         </div>
       </div>
-      {!isLoading && (
-        <div className="absolute right-2 top-2 flex items-center">
+      {!isLoading && reviewItem && (
+        <div
+          className={cn(
+            "absolute top-2 flex items-center",
+            isIOS ? "right-8" : "right-2",
+          )}
+        >
           <Tooltip>
             <TooltipTrigger>
               <Chip
diff --git a/web/src/views/search/SearchView.tsx b/web/src/views/search/SearchView.tsx
index 42c8c08336..e031d211c4 100644
--- a/web/src/views/search/SearchView.tsx
+++ b/web/src/views/search/SearchView.tsx
@@ -243,8 +243,8 @@ export default function SearchView({
 
         {uniqueResults?.length == 0 &&
           isLoading &&
-          searchFilter &&
-          Object.keys(searchFilter).length !== 0 && (
+          (searchTerm ||
+            (searchFilter && Object.keys(searchFilter).length !== 0)) && (
             <ActivityIndicator className="absolute left-1/2 top-1/2 -translate-x-1/2 -translate-y-1/2" />
           )}
 
@@ -319,11 +319,13 @@ export default function SearchView({
           </>
         )}
       </div>
-      {searchFilter && Object.keys(searchFilter).length === 0 && (
-        <div className="scrollbar-container flex size-full flex-col overflow-y-auto">
-          <ExploreView onSelectSearch={onSelectSearch} />
-        </div>
-      )}
+      {searchFilter &&
+        Object.keys(searchFilter).length === 0 &&
+        !searchTerm && (
+          <div className="scrollbar-container flex size-full flex-col overflow-y-auto">
+            <ExploreView onSelectSearch={onSelectSearch} />
+          </div>
+        )}
     </div>
   );
 }

From fc145016ea1482f94ebbd1bf4923f6036f4bcdfe Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Sun, 15 Sep 2024 09:01:15 -0600
Subject: [PATCH 04/26] Use smarter logic for default ffmpeg handling (#13748)

---
 docker/main/rootfs/usr/local/go2rtc/create_config.py | 3 ++-
 frigate/config.py                                    | 3 ++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/docker/main/rootfs/usr/local/go2rtc/create_config.py b/docker/main/rootfs/usr/local/go2rtc/create_config.py
index 6229586e57..f1b0cfe531 100644
--- a/docker/main/rootfs/usr/local/go2rtc/create_config.py
+++ b/docker/main/rootfs/usr/local/go2rtc/create_config.py
@@ -2,6 +2,7 @@
 
 import json
 import os
+import shutil
 import sys
 from pathlib import Path
 
@@ -108,7 +109,7 @@
 # ensure ffmpeg path is set correctly
 path = config.get("ffmpeg", {}).get("path", "default")
 if path == "default":
-    if int(os.getenv("", "59") or "59") >= 59:
+    if shutil.which("ffmpeg") is None:
         ffmpeg_path = "/usr/lib/ffmpeg/7.0/bin/ffmpeg"
     else:
         ffmpeg_path = "ffmpeg"
diff --git a/frigate/config.py b/frigate/config.py
index 7e557f0a34..b63bbb44e3 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -3,6 +3,7 @@
 import json
 import logging
 import os
+import shutil
 from enum import Enum
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Tuple, Union
@@ -888,7 +889,7 @@ class FfmpegConfig(FrigateBaseModel):
     @property
     def ffmpeg_path(self) -> str:
         if self.path == "default":
-            if int(os.getenv("LIBAVFORMAT_VERSION_MAJOR", "59")) >= 59:
+            if shutil.which("ffmpeg") is None:
                 return "/usr/lib/ffmpeg/7.0/bin/ffmpeg"
             else:
                 return "ffmpeg"

From 0c86c77d4208ed122d68ca222868fb89737e86ae Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Sun, 15 Sep 2024 11:42:52 -0600
Subject: [PATCH 05/26] Ffmpeg 6 (#13754)

* Move back to ffmpeg 6

* Use ffmpeg 6
---
 docker/main/install_deps.sh                      | 16 ++++++++--------
 .../rootfs/usr/local/go2rtc/create_config.py     |  6 +++---
 frigate/config.py                                | 12 ++++++------
 frigate/ffmpeg_presets.py                        |  2 +-
 4 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/docker/main/install_deps.sh b/docker/main/install_deps.sh
index 34f2e093e7..5fa6611435 100755
--- a/docker/main/install_deps.sh
+++ b/docker/main/install_deps.sh
@@ -40,25 +40,25 @@ apt-get -qq install --no-install-recommends --no-install-suggests -y \
 # btbn-ffmpeg -> amd64
 if [[ "${TARGETARCH}" == "amd64" ]]; then
     mkdir -p /usr/lib/ffmpeg/5.0
-    mkdir -p /usr/lib/ffmpeg/7.0
+    mkdir -p /usr/lib/ffmpeg/6.0
     wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linux64-gpl-5.1.tar.xz"
     tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1
     rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/5.0/doc /usr/lib/ffmpeg/5.0/bin/ffplay
-    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2024-09-13-12-57/ffmpeg-n7.0.2-17-gf705bc5b73-linux64-gpl-7.0.tar.xz"
-    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1
-    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/7.0/doc /usr/lib/ffmpeg/7.0/bin/ffplay
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2024-08-31-12-50/ffmpeg-n6.1.2-2-gb534cc666e-linux64-gpl-6.1.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/6.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/6.0/doc /usr/lib/ffmpeg/6.0/bin/ffplay
 fi
 
 # ffmpeg -> arm64
 if [[ "${TARGETARCH}" == "arm64" ]]; then
     mkdir -p /usr/lib/ffmpeg/5.0
-    mkdir -p /usr/lib/ffmpeg/7.0
+    mkdir -p /usr/lib/ffmpeg/6.0
     wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linuxarm64-gpl-5.1.tar.xz"
     tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1
     rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/5.0/doc /usr/lib/ffmpeg/5.0/bin/ffplay
-    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2024-09-13-12-57/ffmpeg-n7.0.2-17-gf705bc5b73-linuxarm64-gpl-7.0.tar.xz"
-    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1
-    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/7.0/doc /usr/lib/ffmpeg/7.0/bin/ffplay
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2024-08-31-12-50/ffmpeg-n6.1.2-2-gb534cc666e-linuxarm64-gpl-6.1.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/6.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/6.0/doc /usr/lib/ffmpeg/6.0/bin/ffplay
 fi
 
 # arch specific packages
diff --git a/docker/main/rootfs/usr/local/go2rtc/create_config.py b/docker/main/rootfs/usr/local/go2rtc/create_config.py
index f1b0cfe531..d33e4da9eb 100644
--- a/docker/main/rootfs/usr/local/go2rtc/create_config.py
+++ b/docker/main/rootfs/usr/local/go2rtc/create_config.py
@@ -110,11 +110,11 @@
 path = config.get("ffmpeg", {}).get("path", "default")
 if path == "default":
     if shutil.which("ffmpeg") is None:
-        ffmpeg_path = "/usr/lib/ffmpeg/7.0/bin/ffmpeg"
+        ffmpeg_path = "/usr/lib/ffmpeg/6.0/bin/ffmpeg"
     else:
         ffmpeg_path = "ffmpeg"
-elif path == "7.0":
-    ffmpeg_path = "/usr/lib/ffmpeg/7.0/bin/ffmpeg"
+elif path == "6.0":
+    ffmpeg_path = "/usr/lib/ffmpeg/6.0/bin/ffmpeg"
 elif path == "5.0":
     ffmpeg_path = "/usr/lib/ffmpeg/5.0/bin/ffmpeg"
 else:
diff --git a/frigate/config.py b/frigate/config.py
index b63bbb44e3..8c66931c39 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -890,11 +890,11 @@ class FfmpegConfig(FrigateBaseModel):
     def ffmpeg_path(self) -> str:
         if self.path == "default":
             if shutil.which("ffmpeg") is None:
-                return "/usr/lib/ffmpeg/7.0/bin/ffmpeg"
+                return "/usr/lib/ffmpeg/6.0/bin/ffmpeg"
             else:
                 return "ffmpeg"
-        elif self.path == "7.0":
-            return "/usr/lib/ffmpeg/7.0/bin/ffmpeg"
+        elif self.path == "6.0":
+            return "/usr/lib/ffmpeg/6.0/bin/ffmpeg"
         elif self.path == "5.0":
             return "/usr/lib/ffmpeg/5.0/bin/ffmpeg"
         else:
@@ -904,11 +904,11 @@ def ffmpeg_path(self) -> str:
     def ffprobe_path(self) -> str:
         if self.path == "default":
             if int(os.getenv("LIBAVFORMAT_VERSION_MAJOR", "59")) >= 59:
-                return "/usr/lib/ffmpeg/7.0/bin/ffprobe"
+                return "/usr/lib/ffmpeg/6.0/bin/ffprobe"
             else:
                 return "ffprobe"
-        elif self.path == "7.0":
-            return "/usr/lib/ffmpeg/7.0/bin/ffprobe"
+        elif self.path == "6.0":
+            return "/usr/lib/ffmpeg/6.0/bin/ffprobe"
         elif self.path == "5.0":
             return "/usr/lib/ffmpeg/5.0/bin/ffprobe"
         else:
diff --git a/frigate/ffmpeg_presets.py b/frigate/ffmpeg_presets.py
index 19103cdf85..25dd809cbb 100644
--- a/frigate/ffmpeg_presets.py
+++ b/frigate/ffmpeg_presets.py
@@ -91,7 +91,7 @@ def get_selected_gpu(self) -> str:
 PRESETS_HW_ACCEL_SCALE = {
     "preset-rpi-64-h264": "-r {0} -vf fps={0},scale={1}:{2}",
     "preset-rpi-64-h265": "-r {0} -vf fps={0},scale={1}:{2}",
-    FFMPEG_HWACCEL_VAAPI: "-r {0} -vf fps={0},scale_vaapi=w={1}:h={2},hwdownload,eq=gamma=1.05",
+    FFMPEG_HWACCEL_VAAPI: "-r {0} -vf fps={0},scale_vaapi=w={1}:h={2}:format=nv12,hwdownload,format=nv12,format=yuv420p",
     "preset-intel-qsv-h264": "-r {0} -vf vpp_qsv=framerate={0}:w={1}:h={2}:format=nv12,hwdownload,format=nv12,format=yuv420p",
     "preset-intel-qsv-h265": "-r {0} -vf vpp_qsv=framerate={0}:w={1}:h={2}:format=nv12,hwdownload,format=nv12,format=yuv420p",
     FFMPEG_HWACCEL_NVIDIA: "-r {0} -vf fps={0},scale_cuda=w={1}:h={2}:format=nv12,hwdownload,format=nv12,format=yuv420p",

From 329bece28d4a3cb56ee3daba557675eb54893657 Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Sun, 15 Sep 2024 12:43:03 -0500
Subject: [PATCH 06/26] stop web linter from complaining (#13755)

---
 web/src/types/search.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/web/src/types/search.ts b/web/src/types/search.ts
index 762da2c820..9aaf358499 100644
--- a/web/src/types/search.ts
+++ b/web/src/types/search.ts
@@ -54,4 +54,4 @@ export type SearchQueryParams = {
   page?: number;
 };
 
-export type SearchQuery = [string, SearchQueryParams] | null;
\ No newline at end of file
+export type SearchQuery = [string, SearchQueryParams] | null;

From e4ea35e626a2354747a1dfee67cb4fba4f95e056 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Sun, 15 Sep 2024 19:30:30 -0600
Subject: [PATCH 07/26] Add onnxruntime nvidia providers (#13756)

---
 docker/tensorrt/requirements-amd64.txt | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docker/tensorrt/requirements-amd64.txt b/docker/tensorrt/requirements-amd64.txt
index 214202e432..6cbfacd40c 100644
--- a/docker/tensorrt/requirements-amd64.txt
+++ b/docker/tensorrt/requirements-amd64.txt
@@ -9,4 +9,5 @@ nvidia-cuda-runtime-cu11 == 11.8.*; platform_machine == 'x86_64'
 nvidia-cublas-cu11 == 11.11.3.6; platform_machine == 'x86_64'
 nvidia-cudnn-cu11 == 8.6.0.*; platform_machine == 'x86_64'
 onnx==1.14.0; platform_machine == 'x86_64'
-protobuf==3.20.3; platform_machine == 'x86_64'
\ No newline at end of file
+onnxruntime-gpu==1.18.0; platform_machine == 'x86_64'
+protobuf==3.20.3; platform_machine == 'x86_64'

From 06ccf7e9e948f1c94f925fe5b665e483041551eb Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Mon, 16 Sep 2024 07:56:20 -0600
Subject: [PATCH 08/26] Always close connection to shm frame after detection
 (#13766)

---
 frigate/object_detection.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/frigate/object_detection.py b/frigate/object_detection.py
index 22ff84f894..de383dffa6 100644
--- a/frigate/object_detection.py
+++ b/frigate/object_detection.py
@@ -125,6 +125,7 @@ def receiveSignal(signalNumber, frame):
         start.value = datetime.datetime.now().timestamp()
         detections = object_detector.detect_raw(input_frame)
         duration = datetime.datetime.now().timestamp() - start.value
+        frame_manager.close(connection_id)
         outputs[connection_id]["np"][:] = detections[:]
         out_events[connection_id].set()
         start.value = 0.0

From e3edcf057c9fb0abb8414be3a379c06c0f44c612 Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Mon, 16 Sep 2024 09:46:11 -0500
Subject: [PATCH 09/26] write prompts for genai at the camera level (#13767)

---
 docs/docs/configuration/genai.md     | 16 ++++++++++++++--
 docs/docs/configuration/reference.md | 14 +++++++++++++-
 frigate/config.py                    | 10 ++++++++--
 frigate/embeddings/maintainer.py     |  5 ++++-
 frigate/genai/__init__.py            | 11 +++++++----
 5 files changed, 46 insertions(+), 10 deletions(-)

diff --git a/docs/docs/configuration/genai.md b/docs/docs/configuration/genai.md
index 623cf588c3..26954effec 100644
--- a/docs/docs/configuration/genai.md
+++ b/docs/docs/configuration/genai.md
@@ -124,13 +124,25 @@ genai:
   model: llava
   prompt: "Describe the {label} in these images from the {camera} security camera."
   object_prompts:
-    person: "Describe the main person in these images (gender, age, clothing, activity, etc). Do not include where the activity is occurring (sidewalk, concrete, driveway, etc). If delivering a package, include the company the package is from."
+    person: "Describe the main person in these images (gender, age, clothing, activity, etc). Do not include where the activity is occurring (sidewalk, concrete, driveway, etc)."
     car: "Label the primary vehicle in these images with just the name of the company if it is a delivery vehicle, or the color make and model."
 ```
 
+Prompts can also be overriden at the camera level to provide a more detailed prompt to the model about your specific camera, if you desire.
+
+```yaml
+cameras:
+  front_door:
+    genai:
+      prompt: "Describe the {label} in these images from the {camera} security camera at the front door of a house, aimed outward toward the street."
+      object_prompts:
+        person: "Describe the main person in these images (gender, age, clothing, activity, etc). Do not include where the activity is occurring (sidewalk, concrete, driveway, etc). If delivering a package, include the company the package is from."
+        cat: "Describe the cat in these images (color, size, tail). Indicate whether or not the cat is by the flower pots. If the cat is chasing a mouse, make up a name for the mouse."
+```
+
 ### Experiment with prompts
 
-Providers also has a public facing chat interface for their models. Download a couple different thumbnails or snapshots from Frigate and try new things in the playground to get descriptions to your liking before updating the prompt in Frigate.
+Many providers also have a public facing chat interface for their models. Download a couple of different thumbnails or snapshots from Frigate and try new things in the playground to get descriptions to your liking before updating the prompt in Frigate.
 
 - OpenAI - [ChatGPT](https://chatgpt.com)
 - Gemini - [Google AI Studio](https://aistudio.google.com)
diff --git a/docs/docs/configuration/reference.md b/docs/docs/configuration/reference.md
index 1ae0739e77..020e599798 100644
--- a/docs/docs/configuration/reference.md
+++ b/docs/docs/configuration/reference.md
@@ -504,7 +504,7 @@ semantic_search:
 # to Google or OpenAI's LLMs to generate descriptions. It can be overridden at
 # the camera level (enabled: False) to enhance privacy for indoor cameras.
 genai:
-  # Optional: Enable Google Gemini description generation (default: shown below)
+  # Optional: Enable AI description generation (default: shown below)
   enabled: False
   # Required if enabled: Provider must be one of ollama, gemini, or openai
   provider: ollama
@@ -712,6 +712,18 @@ cameras:
       # By default the cameras are sorted alphabetically.
       order: 0
 
+    # Optional: Configuration for AI generated tracked object descriptions
+    genai:
+      # Optional: Enable AI description generation (default: shown below)
+      enabled: False
+      # Optional: The default prompt for generating descriptions. Can use replacement
+      # variables like "label", "sub_label", "camera" to make more dynamic. (default: shown below)
+      prompt: "Describe the {label} in the sequence of images with as much detail as possible. Do not describe the background."
+      # Optional: Object specific prompts to customize description results
+      # Format: {label}: {prompt}
+      object_prompts:
+        person: "My special person prompt."
+
 # Optional
 ui:
   # Optional: Set a timezone to use in the UI (default: use browser local time)
diff --git a/frigate/config.py b/frigate/config.py
index 8c66931c39..79d6c23438 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -763,8 +763,14 @@ class GenAIConfig(FrigateBaseModel):
     object_prompts: Dict[str, str] = Field(default={}, title="Object specific prompts.")
 
 
-class GenAICameraConfig(FrigateBaseModel):
+# uses BaseModel because some global attributes are not available at the camera level
+class GenAICameraConfig(BaseModel):
     enabled: bool = Field(default=False, title="Enable GenAI for camera.")
+    prompt: str = Field(
+        default="Describe the {label} in the sequence of images with as much detail as possible. Do not describe the background.",
+        title="Default caption prompt.",
+    )
+    object_prompts: Dict[str, str] = Field(default={}, title="Object specific prompts.")
 
 
 class AudioConfig(FrigateBaseModel):
@@ -1520,7 +1526,7 @@ def runtime_config(self, plus_api: PlusApi = None) -> FrigateConfig:
                 "live": ...,
                 "objects": ...,
                 "review": ...,
-                "genai": {"enabled"},
+                "genai": ...,
                 "motion": ...,
                 "detect": ...,
                 "ffmpeg": ...,
diff --git a/frigate/embeddings/maintainer.py b/frigate/embeddings/maintainer.py
index a60663e7dc..8e4309d5ea 100644
--- a/frigate/embeddings/maintainer.py
+++ b/frigate/embeddings/maintainer.py
@@ -171,8 +171,11 @@ def _embed_description(
         self, event: Event, thumbnails: list[bytes], metadata: dict
     ) -> None:
         """Embed the description for an event."""
+        camera_config = self.config.cameras[event.camera]
 
-        description = self.genai_client.generate_description(thumbnails, metadata)
+        description = self.genai_client.generate_description(
+            camera_config, thumbnails, metadata
+        )
 
         if description is None:
             logger.debug("Failed to generate description for %s", event.id)
diff --git a/frigate/genai/__init__.py b/frigate/genai/__init__.py
index 3761fa62fc..afc7830214 100644
--- a/frigate/genai/__init__.py
+++ b/frigate/genai/__init__.py
@@ -4,7 +4,7 @@
 import os
 from typing import Optional
 
-from frigate.config import GenAIConfig, GenAIProviderEnum
+from frigate.config import CameraConfig, GenAIConfig, GenAIProviderEnum
 
 PROVIDERS = {}
 
@@ -28,11 +28,14 @@ def __init__(self, genai_config: GenAIConfig, timeout: int = 60) -> None:
         self.provider = self._init_provider()
 
     def generate_description(
-        self, thumbnails: list[bytes], metadata: dict[str, any]
+        self,
+        camera_config: CameraConfig,
+        thumbnails: list[bytes],
+        metadata: dict[str, any],
     ) -> Optional[str]:
         """Generate a description for the frame."""
-        prompt = self.genai_config.object_prompts.get(
-            metadata["label"], self.genai_config.prompt
+        prompt = camera_config.genai.object_prompts.get(
+            metadata["label"], camera_config.genai.prompt
         ).format(**metadata)
         return self._send(prompt, thumbnails)
 

From 9bcb928715ce40429da197e850a41449a4f4141f Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Mon, 16 Sep 2024 11:46:35 -0500
Subject: [PATCH 10/26] check for onvif movement support before attempting
 movement (#13771)

---
 frigate/ptz/onvif.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/frigate/ptz/onvif.py b/frigate/ptz/onvif.py
index 9c20ebf628..d13b7bbc3f 100644
--- a/frigate/ptz/onvif.py
+++ b/frigate/ptz/onvif.py
@@ -335,6 +335,10 @@ def _move(self, camera_name: str, command: OnvifCommandEnum) -> None:
             )
             self._stop(camera_name)
 
+        if "pt" not in self.cams[camera_name]["features"]:
+            logger.error(f"{camera_name} does not support ONVIF pan/tilt movement.")
+            return
+
         self.cams[camera_name]["active"] = True
         onvif: ONVIFCamera = self.cams[camera_name]["onvif"]
         move_request = self.cams[camera_name]["move_request"]
@@ -476,6 +480,10 @@ def _zoom(self, camera_name: str, command: OnvifCommandEnum) -> None:
             )
             self._stop(camera_name)
 
+        if "zoom" not in self.cams[camera_name]["features"]:
+            logger.error(f"{camera_name} does not support ONVIF zooming.")
+            return
+
         self.cams[camera_name]["active"] = True
         onvif: ONVIFCamera = self.cams[camera_name]["onvif"]
         move_request = self.cams[camera_name]["move_request"]

From 2f69f5afe642d3f90c5a7bcee65878cbd73f2401 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Mon, 16 Sep 2024 15:17:31 -0600
Subject: [PATCH 11/26] Add support for yolonas via ONNX and allow TensorRT
 execution provider to work correctly (#13776)

* Add support for yolonas in onnx

* Add correct deps

* Set ld library path

* Refactor cudnn to only be used in amd64

* Add onnx to docs and add explainer at the top

* Undo change

* Update comment

* Remove uneccesary

* Remove line change
---
 docker/tensorrt/Dockerfile.amd64            | 16 ++++++
 docker/tensorrt/requirements-amd64.txt      |  5 +-
 docs/docs/configuration/object_detectors.md | 56 +++++++++++++++++++
 frigate/detectors/plugins/onnx.py           | 62 +++++++++++++++++----
 4 files changed, 127 insertions(+), 12 deletions(-)

diff --git a/docker/tensorrt/Dockerfile.amd64 b/docker/tensorrt/Dockerfile.amd64
index 075726eda8..b1ea1ced01 100644
--- a/docker/tensorrt/Dockerfile.amd64
+++ b/docker/tensorrt/Dockerfile.amd64
@@ -12,12 +12,27 @@ ARG TARGETARCH
 COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
 RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
 
+# Build CuDNN
+FROM tensorrt-base AS cudnn-deps
+
+ARG COMPUTE_LEVEL
+
+RUN apt-get update \
+    && apt-get install -y git build-essential
+
+RUN wget https://developer.download.nvidia.com/compute/cuda/repos/debian11/x86_64/cuda-keyring_1.1-1_all.deb \
+&& dpkg -i cuda-keyring_1.1-1_all.deb \
+&& apt-get update \
+&& apt-get -y install cuda-toolkit \
+&& rm -rf /var/lib/apt/lists/*
+
 FROM tensorrt-base AS frigate-tensorrt
 ENV TRT_VER=8.5.3
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
     pip3 install -U /deps/trt-wheels/*.whl && \
     ldconfig
 
+ENV LD_LIBRARY_PATH=/usr/local/lib/python3.9/dist-packages/tensorrt:/usr/local/cuda/lib64:/usr/local/lib/python3.9/dist-packages/nvidia/cufft/lib
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
 
@@ -26,6 +41,7 @@ FROM devcontainer AS devcontainer-trt
 
 COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos
+COPY --from=cudnn-deps /usr/local/cuda-12.6 /usr/local/cuda
 COPY docker/tensorrt/detector/rootfs/ /
 COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
diff --git a/docker/tensorrt/requirements-amd64.txt b/docker/tensorrt/requirements-amd64.txt
index 6cbfacd40c..dd99190d0a 100644
--- a/docker/tensorrt/requirements-amd64.txt
+++ b/docker/tensorrt/requirements-amd64.txt
@@ -7,7 +7,8 @@ cython == 0.29.*; platform_machine == 'x86_64'
 nvidia-cuda-runtime-cu12 == 12.1.*; platform_machine == 'x86_64'
 nvidia-cuda-runtime-cu11 == 11.8.*; platform_machine == 'x86_64'
 nvidia-cublas-cu11 == 11.11.3.6; platform_machine == 'x86_64'
-nvidia-cudnn-cu11 == 8.6.0.*; platform_machine == 'x86_64'
+nvidia-cudnn-cu11 == 8.5.0.*; platform_machine == 'x86_64'
+nvidia-cufft-cu11==10.*; platform_machine == 'x86_64'
 onnx==1.14.0; platform_machine == 'x86_64'
-onnxruntime-gpu==1.18.0; platform_machine == 'x86_64'
+onnxruntime-gpu==1.17.*; platform_machine == 'x86_64'
 protobuf==3.20.3; platform_machine == 'x86_64'
diff --git a/docs/docs/configuration/object_detectors.md b/docs/docs/configuration/object_detectors.md
index 154c9907ff..0e58fd7d23 100644
--- a/docs/docs/configuration/object_detectors.md
+++ b/docs/docs/configuration/object_detectors.md
@@ -3,6 +3,24 @@ id: object_detectors
 title: Object Detectors
 ---
 
+# Supported Hardware
+
+Frigate supports multiple different detectors that work on different types of hardware:
+
+**Most Hardware**
+- [Coral EdgeTPU](#edge-tpu-detector): The Google Coral EdgeTPU is available in USB and m.2 format allowing for a wide range of compatibility with devices.
+
+**Intel**
+- [OpenVino](#openvino-detector): OpenVino can run on Intel Arc GPUs, Intel integrated GPUs, and Intel CPUs to provide efficient object detection.
+- [ONNX](#onnx): OpenVINO will automatically be detected and used as a detector in the default Frigate image when a supported ONNX model is configured.
+
+**Nvidia**
+- [TensortRT](#nvidia-tensorrt-detector): TensorRT can run on Nvidia GPUs, using one of many default models.
+- [ONNX](#onnx): TensorRT will automatically be detected and used as a detector in the `-tensorrt` Frigate image when a supported ONNX is configured.
+
+**Rockchip**
+- [RKNN](#rockchip-platform): RKNN models can run on Rockchip devices with included NPUs.
+
 # Officially Supported Detectors
 
 Frigate provides the following builtin detector types: `cpu`, `edgetpu`, `openvino`, `tensorrt`, `rknn`, and `hailo8l`. By default, Frigate will use a single CPU detector. Other detectors may require additional configuration as described below. When using multiple detectors they will run in dedicated processes, but pull from a common queue of detection requests from across all cameras.
@@ -278,6 +296,44 @@ model:
   height: 320
 ```
 
+## ONNX
+
+ONNX is an open format for building machine learning models, these models can run on a wide variety of hardware. Frigate supports running ONNX models on CPU, OpenVINO, and TensorRT.
+
+### Supported Models
+
+There is no default model provided, the following formats are supported:
+
+#### YOLO-NAS
+
+[YOLO-NAS](https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md) models are supported, but not included by default. You can build and download a compatible model with pre-trained weights using [this notebook](https://github.com/frigate/blob/dev/notebooks/YOLO_NAS_Pretrained_Export.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/blakeblackshear/frigate/blob/dev/notebooks/YOLO_NAS_Pretrained_Export.ipynb).
+
+:::warning
+
+The pre-trained YOLO-NAS weights from DeciAI are subject to their license and can't be used commercially. For more information, see: https://docs.deci.ai/super-gradients/latest/LICENSE.YOLONAS.html
+
+:::
+
+The input image size in this notebook is set to 320x320. This results in lower CPU usage and faster inference times without impacting performance in most cases due to the way Frigate crops video frames to areas of interest before running detection. The notebook and config can be updated to 640x640 if desired.
+
+After placing the downloaded onnx model in your config folder, you can use the following configuration:
+
+```yaml
+detectors:
+  onnx:
+    type: onnx
+
+model:
+  model_type: yolonas
+  width: 320 # <--- should match whatever was set in notebook
+  height: 320 # <--- should match whatever was set in notebook
+  input_pixel_format: bgr
+  path: /config/yolo_nas_s.onnx
+  labelmap_path: /labelmap/coco-80.txt
+```
+
+Note that the labelmap uses a subset of the complete COCO label set that has only 80 objects.
+
 ## Deepstack / CodeProject.AI Server Detector
 
 The Deepstack / CodeProject.AI Server detector for Frigate allows you to integrate Deepstack and CodeProject.AI object detection capabilities into Frigate. CodeProject.AI and DeepStack are open-source AI platforms that can be run on various devices such as the Raspberry Pi, Nvidia Jetson, and other compatible hardware. It is important to note that the integration is performed over the network, so the inference times may not be as fast as native Frigate detectors, but it still provides an efficient and reliable solution for object detection and tracking.
diff --git a/frigate/detectors/plugins/onnx.py b/frigate/detectors/plugins/onnx.py
index 6b124f6c9b..1939b7323a 100644
--- a/frigate/detectors/plugins/onnx.py
+++ b/frigate/detectors/plugins/onnx.py
@@ -1,11 +1,15 @@
 import logging
 
+import cv2
 import numpy as np
 from typing_extensions import Literal
 
 from frigate.detectors.detection_api import DetectionApi
-from frigate.detectors.detector_config import BaseDetectorConfig
-from frigate.detectors.util import preprocess
+from frigate.detectors.detector_config import (
+    BaseDetectorConfig,
+    ModelTypeEnum,
+    PixelFormatEnum,
+)
 
 logger = logging.getLogger(__name__)
 
@@ -21,7 +25,7 @@ class ONNXDetector(DetectionApi):
 
     def __init__(self, detector_config: ONNXDetectorConfig):
         try:
-            import onnxruntime
+            import onnxruntime as ort
 
             logger.info("ONNX: loaded onnxruntime module")
         except ModuleNotFoundError:
@@ -32,16 +36,54 @@ def __init__(self, detector_config: ONNXDetectorConfig):
 
         path = detector_config.model.path
         logger.info(f"ONNX: loading {detector_config.model.path}")
-        self.model = onnxruntime.InferenceSession(path)
+        self.model = ort.InferenceSession(path, providers=ort.get_available_providers())
+
+        self.h = detector_config.model.height
+        self.w = detector_config.model.width
+        self.onnx_model_type = detector_config.model.model_type
+        self.onnx_model_px = detector_config.model.input_pixel_format
+        path = detector_config.model.path
+
         logger.info(f"ONNX: {path} loaded")
 
     def detect_raw(self, tensor_input):
         model_input_name = self.model.get_inputs()[0].name
         model_input_shape = self.model.get_inputs()[0].shape
-        tensor_input = preprocess(tensor_input, model_input_shape, np.float32)
-        # ruff: noqa: F841
-        tensor_output = self.model.run(None, {model_input_name: tensor_input})[0]
 
-        raise Exception(
-            "No models are currently supported via onnx. See the docs for more info."
-        )
+        # adjust input shape
+        if self.onnx_model_type == ModelTypeEnum.yolonas:
+            tensor_input = cv2.dnn.blobFromImage(
+                tensor_input[0],
+                1.0,
+                (model_input_shape[3], model_input_shape[2]),
+                None,
+                swapRB=self.onnx_model_px == PixelFormatEnum.bgr,
+            ).astype(np.uint8)
+
+        tensor_output = self.model.run(None, {model_input_name: tensor_input})
+
+        if self.onnx_model_type == ModelTypeEnum.yolonas:
+            predictions = tensor_output[0]
+
+            detections = np.zeros((20, 6), np.float32)
+
+            for i, prediction in enumerate(predictions):
+                if i == 20:
+                    break
+                (_, x_min, y_min, x_max, y_max, confidence, class_id) = prediction
+                # when running in GPU mode, empty predictions in the output have class_id of -1
+                if class_id < 0:
+                    break
+                detections[i] = [
+                    class_id,
+                    confidence,
+                    y_min / self.h,
+                    x_min / self.w,
+                    y_max / self.h,
+                    x_max / self.w,
+                ]
+            return detections
+        else:
+            raise Exception(
+                f"{self.onnx_model_type} is currently not supported for rocm. See the docs for more info on supported models."
+            )

From 4fc8d33d316c3ed1781e6026b2e1ff1e0ebcc7b2 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Mon, 16 Sep 2024 17:23:10 -0600
Subject: [PATCH 12/26] Fix detections logic (#13781)

---
 frigate/object_processing.py | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/frigate/object_processing.py b/frigate/object_processing.py
index 50d9629178..e73186f460 100644
--- a/frigate/object_processing.py
+++ b/frigate/object_processing.py
@@ -1138,12 +1138,14 @@ def should_retain_recording(self, camera: str, obj: TrackedObject):
                 )
             )
             or (
-                not review_config.detections.labels
-                or obj.obj_data["label"] in review_config.detections.labels
-            )
-            and (
-                not review_config.detections.required_zones
-                or set(obj.entered_zones) & set(review_config.alerts.required_zones)
+                (
+                    not review_config.detections.labels
+                    or obj.obj_data["label"] in review_config.detections.labels
+                )
+                and (
+                    not review_config.detections.required_zones
+                    or set(obj.entered_zones) & set(review_config.alerts.required_zones)
+                )
             )
         ):
             logger.debug(

From 36d7eb7caaec6d920e130265a9e29d291ea2a3ad Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Mon, 16 Sep 2024 18:18:11 -0600
Subject: [PATCH 13/26] Support ONNX model caching (#13780)

* Support model caching

* Cleanup
---
 docker/tensorrt/Dockerfile.amd64       |  5 ++++-
 docker/tensorrt/requirements-amd64.txt |  2 +-
 frigate/detectors/plugins/onnx.py      | 23 ++++++++++++++++++++++-
 3 files changed, 27 insertions(+), 3 deletions(-)

diff --git a/docker/tensorrt/Dockerfile.amd64 b/docker/tensorrt/Dockerfile.amd64
index b1ea1ced01..61d3264c91 100644
--- a/docker/tensorrt/Dockerfile.amd64
+++ b/docker/tensorrt/Dockerfile.amd64
@@ -3,6 +3,8 @@
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 
+ARG TRT_BASE=nvcr.io/nvidia/tensorrt:23.03-py3
+
 # Make this a separate target so it can be built/cached optionally
 FROM wheels as trt-wheels
 ARG DEBIAN_FRONTEND
@@ -13,7 +15,7 @@ COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
 RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
 
 # Build CuDNN
-FROM tensorrt-base AS cudnn-deps
+FROM ${TRT_BASE} AS cudnn-deps
 
 ARG COMPUTE_LEVEL
 
@@ -31,6 +33,7 @@ ENV TRT_VER=8.5.3
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
     pip3 install -U /deps/trt-wheels/*.whl && \
     ldconfig
+COPY --from=cudnn-deps /usr/local/cuda-12.6 /usr/local/cuda
 
 ENV LD_LIBRARY_PATH=/usr/local/lib/python3.9/dist-packages/tensorrt:/usr/local/cuda/lib64:/usr/local/lib/python3.9/dist-packages/nvidia/cufft/lib
 WORKDIR /opt/frigate/
diff --git a/docker/tensorrt/requirements-amd64.txt b/docker/tensorrt/requirements-amd64.txt
index dd99190d0a..b5ad4fcbdb 100644
--- a/docker/tensorrt/requirements-amd64.txt
+++ b/docker/tensorrt/requirements-amd64.txt
@@ -7,7 +7,7 @@ cython == 0.29.*; platform_machine == 'x86_64'
 nvidia-cuda-runtime-cu12 == 12.1.*; platform_machine == 'x86_64'
 nvidia-cuda-runtime-cu11 == 11.8.*; platform_machine == 'x86_64'
 nvidia-cublas-cu11 == 11.11.3.6; platform_machine == 'x86_64'
-nvidia-cudnn-cu11 == 8.5.0.*; platform_machine == 'x86_64'
+nvidia-cudnn-cu11 == 8.6.0.*; platform_machine == 'x86_64'
 nvidia-cufft-cu11==10.*; platform_machine == 'x86_64'
 onnx==1.14.0; platform_machine == 'x86_64'
 onnxruntime-gpu==1.17.*; platform_machine == 'x86_64'
diff --git a/frigate/detectors/plugins/onnx.py b/frigate/detectors/plugins/onnx.py
index 1939b7323a..ccd0ffc68d 100644
--- a/frigate/detectors/plugins/onnx.py
+++ b/frigate/detectors/plugins/onnx.py
@@ -36,7 +36,28 @@ def __init__(self, detector_config: ONNXDetectorConfig):
 
         path = detector_config.model.path
         logger.info(f"ONNX: loading {detector_config.model.path}")
-        self.model = ort.InferenceSession(path, providers=ort.get_available_providers())
+
+        providers = ort.get_available_providers()
+        options = []
+
+        for provider in providers:
+            if provider == "TensorrtExecutionProvider":
+                options.append(
+                    {
+                        "trt_timing_cache_enable": True,
+                        "trt_timing_cache_path": "/config/model_cache/tensorrt/ort",
+                        "trt_engine_cache_enable": True,
+                        "trt_engine_cache_path": "/config/model_cache/tensorrt/ort/trt-engines",
+                    }
+                )
+            elif provider == "OpenVINOExecutionProvider":
+                options.append({"cache_dir": "/config/model_cache/openvino/ort"})
+            else:
+                options.append({})
+
+        self.model = ort.InferenceSession(
+            path, providers=providers, provider_options=options
+        )
 
         self.h = detector_config.model.height
         self.w = detector_config.model.width

From 6bf2708c0e226b38efe3a49c02af4a69d5adbfc7 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Mon, 16 Sep 2024 18:18:32 -0600
Subject: [PATCH 14/26] Standardize bar graph y axis (#13772)

* Standardize bar graph y axis

* Fix lint
---
 web/src/components/graph/SystemGraph.tsx | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/web/src/components/graph/SystemGraph.tsx b/web/src/components/graph/SystemGraph.tsx
index 3f5bfead30..098a1957e6 100644
--- a/web/src/components/graph/SystemGraph.tsx
+++ b/web/src/components/graph/SystemGraph.tsx
@@ -32,6 +32,16 @@ export function ThresholdBarGraph({
     [data],
   );
 
+  const yMax = useMemo(() => {
+    if (unit != "%") {
+      return undefined;
+    }
+
+    // @ts-expect-error y is valid
+    const yValues: number[] = data[0].data.map((point) => point?.y);
+    return Math.max(threshold.warning, ...yValues);
+  }, [data, threshold, unit]);
+
   const { theme, systemTheme } = useTheme();
 
   const formatTime = useCallback(
@@ -130,9 +140,10 @@ export function ThresholdBarGraph({
           formatter: (val: number) => Math.ceil(val).toString(),
         },
         min: 0,
+        max: yMax,
       },
     } as ApexCharts.ApexOptions;
-  }, [graphId, threshold, unit, systemTheme, theme, formatTime]);
+  }, [graphId, threshold, unit, yMax, systemTheme, theme, formatTime]);
 
   useEffect(() => {
     ApexCharts.exec(graphId, "updateOptions", options, true, true);

From 8573016bef4a61e3a324697dbd6155440aff0f21 Mon Sep 17 00:00:00 2001
From: gtsiam <gtsiam@windowslive.com>
Date: Tue, 17 Sep 2024 15:39:44 +0300
Subject: [PATCH 15/26] Formatting improvements (#13765)

* Format makefiles

* Handle all errors in rocm makefile

* Remove CURRENT_UID and GID from makefile as they are unused

* Removed unused vite.svg asset

* Sort frigate-dictionary
---
 .cspell/frigate-dictionary.txt | 293 ++++++++++++++++-----------------
 Makefile                       |  29 +++-
 docker/hailo8l/h8l.mk          |  11 +-
 docker/rockchip/rk.mk          |  11 +-
 docker/rocm/rocm.mk            |  48 +++++-
 docker/rpi/rpi.mk              |  11 +-
 docker/tensorrt/trt.mk         |  33 +++-
 web/public/vite.svg            |   1 -
 8 files changed, 256 insertions(+), 181 deletions(-)
 delete mode 100644 web/public/vite.svg

diff --git a/.cspell/frigate-dictionary.txt b/.cspell/frigate-dictionary.txt
index 397584bd9b..3f10ab6fff 100644
--- a/.cspell/frigate-dictionary.txt
+++ b/.cspell/frigate-dictionary.txt
@@ -1,168 +1,167 @@
-rtmp
-edgetpu
-labelmap
-rockchip
-jetson
-rocm
-vaapi
-CUDA
-hwaccel
-RTSP
-Hikvision
-Dahua
+aarch
 Amcrest
-Reolink
-Loryta
+amdgpu
+Annke
+apexcharts
+authelia
+authentik
+automations
+autotrack
+autotracked
+autotracker
+autotracking
+balena
 Beelink
-Celeron
-vaapi
+blackshear
 blakeblackshear
-workdir
-onvif
-autotracking
-openvino
-tflite
-deepstack
+bottombar
+buildx
+castable
+Celeron
+cgroups
+chipset
+Chromecast
+cmdline
+codeowner
 codeproject
-udev
-tailscale
-restream
-restreaming
-webrtc
-ssdlite
-mobilenet
-mosquitto
+colormap
+colorspace
+CUDA
+Cuvid
+Dahua
 datasheet
-Jellyfin
-Radeon
-libva
-Ubiquiti
-Unifi
-Tapo
-Annke
-autotracker
-autotracked
-variations
-ONVIF
-traefik
+debconf
+deepstack
+defragment
 devcontainer
-rootfs
+dpkg
+edgetpu
+fflags
 ffprobe
-autotrack
-logpipe
-imread
-imwrite
-imencode
-imutils
-thresholded
-timelapse
-ultrafast
-sleeptime
-radeontop
-vainfo
-tmpfs
-homography
-websockets
-LIBAVFORMAT
-NTSC
-onnxruntime
+flac
+foscam
 fourcc
-radeonsi
-paho
-imagestream
-jsonify
-cgroups
-sysconf
-memlimit
-gpuload
-nvml
-setproctitle
-psutil
-Kalman
+framebuffer
 frontdoor
-namedtuples
-zeep
-fflags
-probesize
-wallclock
-rknn
-socs
-pydantic
-shms
-imdecode
-colormap
-webui
-mse
-jsmpeg
-unreviewed
-Chromecast
-Swipeable
-flac
-scroller
-cmdline
-toggleable
-bottombar
-opencv
-apexcharts
-buildx
-mqtt
-rawvideo
-defragment
-Norfair
-subclassing
-yolo
-tensorrt
-blackshear
-stylelint
+fstype
+fullchain
+gpuload
 HACS
-homeassistant
 hass
-castable
-mobiledet
-framebuffer
-mjpeg
-substream
-codeowner
-noninteractive
-restreamed
-mountpoint
-fstype
-OWASP
+healthcheck
+hideable
+Hikvision
+homeassistant
+homekit
+homography
+hwaccel
+imagestream
+imdecode
+imencode
+imread
+imutils
+imwrite
+iostat
 iotop
+Jellyfin
+jetson
+jsmpeg
+jsonify
+Kalman
+keepalive
+labelmap
 letsencrypt
-fullchain
+LIBAVFORMAT
+libva
+logpipe
+Loryta
 lsusb
-iostat
-usermod
-balena
+memlimit
+mjpeg
+mobiledet
+mobilenet
+mosquitto
+mountpoint
+mpegts
+mqtt
+mse
+namedtuples
+noninteractive
+Norfair
+NTSC
+numpy
+nvml
+onnx
+onnxruntime
+onvif
+ONVIF
+opencv
+openvino
+OWASP
+paho
 passwordless
-debconf
-dpkg
 poweroff
-surveillance
+probesize
+protobuf
+psutil
+pydantic
 qnap
-homekit
-colorspace
 quantisation
-skylake
-Cuvid
-foscam
-onnx
-numpy
-protobuf
-aarch
-amdgpu
-chipset
-referer
-mpegts
-webp
-authelia
-authentik
-unichip
+Radeon
+radeonsi
+radeontop
+rawvideo
 rebranded
+referer
+Reolink
+restream
+restreamed
+restreaming
+rknn
+rockchip
+rocm
+rootfs
+rtmp
+RTSP
+scroller
+setproctitle
+shms
+skylake
+sleeptime
+socs
+ssdlite
+stylelint
+subclassing
+substream
+surveillance
+Swipeable
+sysconf
+tailscale
+Tapo
+tensorrt
+tflite
+thresholded
+timelapse
+tmpfs
+toggleable
+traefik
+Ubiquiti
+udev
 udevadm
-automations
+ultrafast
+unichip
+Unifi
 unraid
-hideable
-healthcheck
-keepalive
\ No newline at end of file
+unreviewed
+usermod
+vaapi
+vainfo
+variations
+wallclock
+webp
+webrtc
+websockets
+webui
+workdir
+yolo
+zeep
diff --git a/Makefile b/Makefile
index 8ff6231b75..b7c6ab821b 100644
--- a/Makefile
+++ b/Makefile
@@ -4,8 +4,6 @@ COMMIT_HASH := $(shell git log -1 --pretty=format:"%h"|tail -1)
 VERSION = 0.15.0
 IMAGE_REPO ?= ghcr.io/blakeblackshear/frigate
 GITHUB_REF_NAME ?= $(shell git rev-parse --abbrev-ref HEAD)
-CURRENT_UID := $(shell id -u)
-CURRENT_GID := $(shell id -g)
 BOARDS= #Initialized empty
 
 include docker/*/*.mk
@@ -18,25 +16,38 @@ version:
 	echo 'VERSION = "$(VERSION)-$(COMMIT_HASH)"' > frigate/version.py
 
 local: version
-	docker buildx build --target=frigate --tag frigate:latest --load --file docker/main/Dockerfile .
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag frigate:latest \
+		--load
 
 amd64:
-	docker buildx build --platform linux/amd64 --target=frigate --tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) --file docker/main/Dockerfile .
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \
+		--platform linux/amd64
 
 arm64:
-	docker buildx build --platform linux/arm64 --target=frigate --tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) --file docker/main/Dockerfile .
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \
+		--platform linux/arm64
 
 build: version amd64 arm64
-	docker buildx build --platform linux/arm64/v8,linux/amd64 --target=frigate --tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) --file docker/main/Dockerfile .
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \
+		--platform linux/arm64/v8,linux/amd64
 
 push: push-boards
-	docker buildx build --push --platform linux/arm64/v8,linux/amd64 --target=frigate --tag $(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH) --file docker/main/Dockerfile .
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH) \
+		--platform linux/arm64/v8,linux/amd64 \
+		--push
 
 run: local
 	docker run --rm --publish=5000:5000 --volume=${PWD}/config:/config frigate:latest
 
 run_tests: local
-	docker run --rm --workdir=/opt/frigate --entrypoint= frigate:latest python3 -u -m unittest
-	docker run --rm --workdir=/opt/frigate --entrypoint= frigate:latest python3 -u -m mypy --config-file frigate/mypy.ini frigate
+	docker run --rm --workdir=/opt/frigate --entrypoint= frigate:latest \
+		python3 -u -m unittest
+	docker run --rm --workdir=/opt/frigate --entrypoint= frigate:latest \
+		python3 -u -m mypy --config-file frigate/mypy.ini frigate
 
 .PHONY: run_tests
diff --git a/docker/hailo8l/h8l.mk b/docker/hailo8l/h8l.mk
index 8d8a5d00f0..3187718029 100644
--- a/docker/hailo8l/h8l.mk
+++ b/docker/hailo8l/h8l.mk
@@ -1,10 +1,15 @@
 BOARDS += h8l
 
 local-h8l: version
-	docker buildx bake --load --file=docker/hailo8l/h8l.hcl --set h8l.tags=frigate:latest-h8l h8l
+	docker buildx bake --file=docker/hailo8l/h8l.hcl h8l \
+		--set h8l.tags=frigate:latest-h8l \
+		--load
 
 build-h8l: version
-	docker buildx bake --file=docker/hailo8l/h8l.hcl --set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l h8l
+	docker buildx bake --file=docker/hailo8l/h8l.hcl h8l \
+		--set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l
 
 push-h8l: build-h8l
-	docker buildx bake --push --file=docker/hailo8l/h8l.hcl --set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l h8l
\ No newline at end of file
+	docker buildx bake --file=docker/hailo8l/h8l.hcl h8l \
+	 	--set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l \
+		--push
\ No newline at end of file
diff --git a/docker/rockchip/rk.mk b/docker/rockchip/rk.mk
index 0d9bde16ad..c8278f68b9 100644
--- a/docker/rockchip/rk.mk
+++ b/docker/rockchip/rk.mk
@@ -1,10 +1,15 @@
 BOARDS += rk
 
 local-rk: version
-	docker buildx bake --load --file=docker/rockchip/rk.hcl --set rk.tags=frigate:latest-rk rk
+	docker buildx bake --file=docker/rockchip/rk.hcl rk \
+		--set rk.tags=frigate:latest-rk \
+		--load
 
 build-rk: version
-	docker buildx bake --file=docker/rockchip/rk.hcl --set rk.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rk rk
+	docker buildx bake --file=docker/rockchip/rk.hcl rk \
+		--set rk.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rk
 
 push-rk: build-rk
-	docker buildx bake --push --file=docker/rockchip/rk.hcl --set rk.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rk rk
\ No newline at end of file
+	docker buildx bake --file=docker/rockchip/rk.hcl rk \
+		--set rk.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rk \
+		--push
\ No newline at end of file
diff --git a/docker/rocm/rocm.mk b/docker/rocm/rocm.mk
index 2d3d034ee5..c92a458f50 100644
--- a/docker/rocm/rocm.mk
+++ b/docker/rocm/rocm.mk
@@ -4,14 +4,50 @@ BOARDS += rocm
 ROCM_CHIPSETS:=gfx900:9.0.0 gfx1030:10.3.0 gfx1100:11.0.0
 
 local-rocm: version
-	$(foreach chipset,$(ROCM_CHIPSETS),AMDGPU=$(word 1,$(subst :, ,$(chipset))) HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) HSA_OVERRIDE=1 docker buildx bake --load --file=docker/rocm/rocm.hcl --set rocm.tags=frigate:latest-rocm-$(word 1,$(subst :, ,$(chipset))) rocm;)
-	unset HSA_OVERRIDE_GFX_VERSION && HSA_OVERRIDE=0 AMDGPU=gfx docker buildx bake --load --file=docker/rocm/rocm.hcl --set rocm.tags=frigate:latest-rocm rocm
+	$(foreach chipset,$(ROCM_CHIPSETS), \
+		AMDGPU=$(word 1,$(subst :, ,$(chipset))) \
+		HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) \
+		HSA_OVERRIDE=1 \
+		docker buildx bake --file=docker/rocm/rocm.hcl rocm \
+			--set rocm.tags=frigate:latest-rocm-$(word 1,$(subst :, ,$(chipset))) \
+			--load \
+	&&) true
+	
+	unset HSA_OVERRIDE_GFX_VERSION && \
+	HSA_OVERRIDE=0 \
+	AMDGPU=gfx \
+	docker buildx bake --file=docker/rocm/rocm.hcl rocm \
+		--set rocm.tags=frigate:latest-rocm \
+		--load
 
 build-rocm: version
-	$(foreach chipset,$(ROCM_CHIPSETS),AMDGPU=$(word 1,$(subst :, ,$(chipset))) HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) HSA_OVERRIDE=1 docker buildx bake --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) rocm;)
-	unset HSA_OVERRIDE_GFX_VERSION && HSA_OVERRIDE=0 AMDGPU=gfx docker buildx bake --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm rocm
+	$(foreach chipset,$(ROCM_CHIPSETS), \
+		AMDGPU=$(word 1,$(subst :, ,$(chipset))) \
+		HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) \
+		HSA_OVERRIDE=1 \
+		docker buildx bake --file=docker/rocm/rocm.hcl rocm \
+			--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) \
+	&&) true
+
+	unset HSA_OVERRIDE_GFX_VERSION && \
+	HSA_OVERRIDE=0 \
+	AMDGPU=gfx \
+	docker buildx bake --file=docker/rocm/rocm.hcl rocm \
+		--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm
 
 push-rocm: build-rocm
-	$(foreach chipset,$(ROCM_CHIPSETS),AMDGPU=$(word 1,$(subst :, ,$(chipset))) HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) HSA_OVERRIDE=1 docker buildx bake --push --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) rocm;)
-	unset HSA_OVERRIDE_GFX_VERSION && HSA_OVERRIDE=0 AMDGPU=gfx docker buildx bake --push --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm rocm
+	$(foreach chipset,$(ROCM_CHIPSETS), \
+		AMDGPU=$(word 1,$(subst :, ,$(chipset))) \
+		HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) \
+		HSA_OVERRIDE=1 \
+		docker buildx bake --file=docker/rocm/rocm.hcl rocm \
+			--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) \
+			--push \
+	&&) true
 
+	unset HSA_OVERRIDE_GFX_VERSION && \
+	HSA_OVERRIDE=0 \
+	AMDGPU=gfx \
+	docker buildx bake --file=docker/rocm/rocm.hcl rocm \
+		--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm \
+		--push
diff --git a/docker/rpi/rpi.mk b/docker/rpi/rpi.mk
index c1282b0119..290b30c31f 100644
--- a/docker/rpi/rpi.mk
+++ b/docker/rpi/rpi.mk
@@ -1,10 +1,15 @@
 BOARDS += rpi
 
 local-rpi: version
-	docker buildx bake --load --file=docker/rpi/rpi.hcl --set rpi.tags=frigate:latest-rpi rpi
+	docker buildx bake --file=docker/rpi/rpi.hcl rpi \
+		--set rpi.tags=frigate:latest-rpi \
+		--load
 
 build-rpi: version
-	docker buildx bake --file=docker/rpi/rpi.hcl --set rpi.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rpi rpi
+	docker buildx bake --file=docker/rpi/rpi.hcl rpi \
+		--set rpi.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rpi
 
 push-rpi: build-rpi
-	docker buildx bake --push --file=docker/rpi/rpi.hcl --set rpi.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rpi rpi
\ No newline at end of file
+	docker buildx bake --file=docker/rpi/rpi.hcl rpi \
+		--set rpi.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rpi \
+		--push
diff --git a/docker/tensorrt/trt.mk b/docker/tensorrt/trt.mk
index ad2425c812..455e1ee110 100644
--- a/docker/tensorrt/trt.mk
+++ b/docker/tensorrt/trt.mk
@@ -7,20 +7,35 @@ JETPACK4_ARGS := ARCH=arm64 BASE_IMAGE=$(JETPACK4_BASE) SLIM_BASE=$(JETPACK4_BAS
 JETPACK5_ARGS := ARCH=arm64 BASE_IMAGE=$(JETPACK5_BASE) SLIM_BASE=$(JETPACK5_BASE) TRT_BASE=$(JETPACK5_BASE)
 
 local-trt: version
-	$(X86_DGPU_ARGS) docker buildx bake --load --file=docker/tensorrt/trt.hcl --set tensorrt.tags=frigate:latest-tensorrt tensorrt
+	$(X86_DGPU_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=frigate:latest-tensorrt \
+		--load
 
 local-trt-jp4: version
-	$(JETPACK4_ARGS) docker buildx bake --load --file=docker/tensorrt/trt.hcl --set tensorrt.tags=frigate:latest-tensorrt-jp4 tensorrt
+	$(JETPACK4_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=frigate:latest-tensorrt-jp4 \
+		--load
 
 local-trt-jp5: version
-	$(JETPACK5_ARGS) docker buildx bake --load --file=docker/tensorrt/trt.hcl --set tensorrt.tags=frigate:latest-tensorrt-jp5 tensorrt
+	$(JETPACK5_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=frigate:latest-tensorrt-jp5 \
+		--load
 
 build-trt:
-	$(X86_DGPU_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl --set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt tensorrt
-	$(JETPACK4_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl --set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp4 tensorrt
-	$(JETPACK5_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl --set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp5 tensorrt
+	$(X86_DGPU_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt
+	$(JETPACK4_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp4
+	$(JETPACK5_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp5
 
 push-trt: build-trt
-	$(X86_DGPU_ARGS) docker buildx bake --push --file=docker/tensorrt/trt.hcl --set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt tensorrt
-	$(JETPACK4_ARGS) docker buildx bake --push --file=docker/tensorrt/trt.hcl --set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp4 tensorrt
-	$(JETPACK5_ARGS) docker buildx bake --push --file=docker/tensorrt/trt.hcl --set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp5 tensorrt
+	$(X86_DGPU_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt \
+		--push
+	$(JETPACK4_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp4 \
+		--push
+	$(JETPACK5_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp5 \
+		--push
diff --git a/web/public/vite.svg b/web/public/vite.svg
deleted file mode 100644
index e7b8dfb1b2..0000000000
--- a/web/public/vite.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>
\ No newline at end of file

From f7eaace7ae00d55376d083c46f0c9a7137298d20 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Tue, 17 Sep 2024 07:04:38 -0600
Subject: [PATCH 16/26] Change path for rockchip ffmpeg (#13792)

---
 docker/rockchip/Dockerfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker/rockchip/Dockerfile b/docker/rockchip/Dockerfile
index 84a3cc4427..9087efcd2d 100644
--- a/docker/rockchip/Dockerfile
+++ b/docker/rockchip/Dockerfile
@@ -22,5 +22,5 @@ ADD https://github.com/MarcA711/rknn-toolkit2/releases/download/v2.0.0/librknnrt
 
 RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffmpeg
 RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffprobe
-ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-5/ffmpeg /usr/lib/btbn-ffmpeg/bin/
-ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-5/ffprobe /usr/lib/btbn-ffmpeg/bin/
+ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-5/ffmpeg /usr/lib/ffmpeg/6.0/bin/
+ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-5/ffprobe /usr/lib/ffmpeg/6.0/bin/

From 1c24f0054a83148c7dcde5a18dd4841ea710bba4 Mon Sep 17 00:00:00 2001
From: gtsiam <gtsiam@windowslive.com>
Date: Tue, 17 Sep 2024 16:26:25 +0300
Subject: [PATCH 17/26] Make logging code self-contained (#13785)

* Make logging code self-contained.

Rewrite logging code to use python's builting QueueListener, effectively
moving the logging process into a thread of the Frigate app.

Also, wrap this behaviour in a easy-to-use context manager to encourage
some consistency.

* Fixed typing errors

* Remove todo note from log filter

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

* Do not access log record's msg directly

* Clear all root handlers before starting app

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
---
 frigate/__main__.py | 23 +++++++++---
 frigate/app.py      | 19 +---------
 frigate/log.py      | 90 ++++++++++++++++++++++-----------------------
 process_clip.py     |  3 +-
 4 files changed, 65 insertions(+), 70 deletions(-)

diff --git a/frigate/__main__.py b/frigate/__main__.py
index 8442069082..208af9e238 100644
--- a/frigate/__main__.py
+++ b/frigate/__main__.py
@@ -1,17 +1,28 @@
 import faulthandler
+import logging
 import threading
 
 from flask import cli
 
 from frigate.app import FrigateApp
 
-faulthandler.enable()
 
-threading.current_thread().name = "frigate"
+def main() -> None:
+    faulthandler.enable()
 
-cli.show_server_banner = lambda *x: None
+    # Clear all existing handlers.
+    logging.basicConfig(
+        level=logging.INFO,
+        handlers=[],
+        force=True,
+    )
 
-if __name__ == "__main__":
-    frigate_app = FrigateApp()
+    threading.current_thread().name = "frigate"
+    cli.show_server_banner = lambda *x: None
+
+    # Run the main application.
+    FrigateApp().start()
 
-    frigate_app.start()
+
+if __name__ == "__main__":
+    main()
diff --git a/frigate/app.py b/frigate/app.py
index 3401ff6dc3..0059cbfe25 100644
--- a/frigate/app.py
+++ b/frigate/app.py
@@ -43,7 +43,7 @@
 from frigate.events.cleanup import EventCleanup
 from frigate.events.external import ExternalEventProcessor
 from frigate.events.maintainer import EventProcessor
-from frigate.log import log_process, root_configurer
+from frigate.log import log_thread
 from frigate.models import (
     Event,
     Export,
@@ -113,15 +113,6 @@ def ensure_dirs(self) -> None:
             else:
                 logger.debug(f"Skipping directory: {d}")
 
-    def init_logger(self) -> None:
-        self.log_process = mp.Process(
-            target=log_process, args=(self.log_queue,), name="log_process"
-        )
-        self.log_process.daemon = True
-        self.log_process.start()
-        self.processes["logger"] = self.log_process.pid or 0
-        root_configurer(self.log_queue)
-
     def init_config(self) -> None:
         config_file = os.environ.get("CONFIG_FILE", "/config/config.yml")
 
@@ -667,6 +658,7 @@ def init_auth(self) -> None:
                 logger.info("********************************************************")
                 logger.info("********************************************************")
 
+    @log_thread()
     def start(self) -> None:
         parser = argparse.ArgumentParser(
             prog="Frigate",
@@ -675,7 +667,6 @@ def start(self) -> None:
         parser.add_argument("--validate-config", action="store_true")
         args = parser.parse_args()
 
-        self.init_logger()
         logger.info(f"Starting Frigate ({VERSION})")
 
         try:
@@ -702,13 +693,11 @@ def start(self) -> None:
                 print("*************************************************************")
                 print("***    End Config Validation Errors                       ***")
                 print("*************************************************************")
-                self.log_process.terminate()
                 sys.exit(1)
             if args.validate_config:
                 print("*************************************************************")
                 print("*** Your config file is valid.                            ***")
                 print("*************************************************************")
-                self.log_process.terminate()
                 sys.exit(0)
             self.set_environment_vars()
             self.set_log_levels()
@@ -725,7 +714,6 @@ def start(self) -> None:
             self.init_dispatcher()
         except Exception as e:
             print(e)
-            self.log_process.terminate()
             sys.exit(1)
         self.start_detectors()
         self.start_video_output_processor()
@@ -848,7 +836,4 @@ def stop(self) -> None:
             shm.close()
             shm.unlink()
 
-        self.log_process.terminate()
-        self.log_process.join()
-
         os._exit(os.EX_OK)
diff --git a/frigate/log.py b/frigate/log.py
index 2947a3e383..475be50d41 100644
--- a/frigate/log.py
+++ b/frigate/log.py
@@ -1,71 +1,71 @@
-# adapted from https://medium.com/@jonathonbao/python3-logging-with-multiprocessing-f51f460b8778
+import atexit
 import logging
 import multiprocessing as mp
 import os
-import queue
-import signal
 import threading
 from collections import deque
-from logging import handlers
-from multiprocessing import Queue
-from types import FrameType
+from contextlib import AbstractContextManager, ContextDecorator
+from logging.handlers import QueueHandler, QueueListener
+from types import TracebackType
 from typing import Deque, Optional
 
-from setproctitle import setproctitle
+from typing_extensions import Self
 
 from frigate.util.builtin import clean_camera_user_pass
 
+LOG_HANDLER = logging.StreamHandler()
+LOG_HANDLER.setFormatter(
+    logging.Formatter(
+        "[%(asctime)s] %(name)-30s %(levelname)-8s: %(message)s",
+        "%Y-%m-%d %H:%M:%S",
+    )
+)
 
-def listener_configurer() -> None:
-    root = logging.getLogger()
+LOG_HANDLER.addFilter(
+    lambda record: not record.getMessage().startswith(
+        "You are using a scalar distance function"
+    )
+)
 
-    if root.hasHandlers():
-        root.handlers.clear()
 
-    console_handler = logging.StreamHandler()
-    formatter = logging.Formatter(
-        "[%(asctime)s] %(name)-30s %(levelname)-8s: %(message)s", "%Y-%m-%d %H:%M:%S"
-    )
-    console_handler.setFormatter(formatter)
-    root.addHandler(console_handler)
-    root.setLevel(logging.INFO)
+class log_thread(AbstractContextManager, ContextDecorator):
+    def __init__(self, *, handler: logging.Handler = LOG_HANDLER):
+        super().__init__()
 
+        self._handler = handler
 
-def root_configurer(queue: Queue) -> None:
-    h = handlers.QueueHandler(queue)
-    root = logging.getLogger()
+        log_queue: mp.Queue = mp.Queue()
+        self._queue_handler = QueueHandler(log_queue)
 
-    if root.hasHandlers():
-        root.handlers.clear()
+        self._log_listener = QueueListener(
+            log_queue, self._handler, respect_handler_level=True
+        )
 
-    root.addHandler(h)
-    root.setLevel(logging.INFO)
+    @property
+    def handler(self) -> logging.Handler:
+        return self._handler
 
+    def _stop_thread(self) -> None:
+        self._log_listener.stop()
 
-def log_process(log_queue: Queue) -> None:
-    threading.current_thread().name = "logger"
-    setproctitle("frigate.logger")
-    listener_configurer()
+    def __enter__(self) -> Self:
+        logging.getLogger().addHandler(self._queue_handler)
 
-    stop_event = mp.Event()
+        atexit.register(self._stop_thread)
+        self._log_listener.start()
 
-    def receiveSignal(signalNumber: int, frame: Optional[FrameType]) -> None:
-        stop_event.set()
+        return self
 
-    signal.signal(signal.SIGTERM, receiveSignal)
-    signal.signal(signal.SIGINT, receiveSignal)
+    def __exit__(
+        self,
+        exc_type: Optional[type[BaseException]],
+        exc_info: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> None:
+        logging.getLogger().removeHandler(self._queue_handler)
 
-    while True:
-        try:
-            record = log_queue.get(block=True, timeout=1.0)
-        except queue.Empty:
-            if stop_event.is_set():
-                break
-            continue
-        if record.msg.startswith("You are using a scalar distance function"):
-            continue
-        logger = logging.getLogger(record.name)
-        logger.handle(record)
+        atexit.unregister(self._stop_thread)
+        self._stop_thread()
 
 
 # based on https://codereview.stackexchange.com/a/17959
diff --git a/process_clip.py b/process_clip.py
index 73e2e7c417..77cfdba2c8 100644
--- a/process_clip.py
+++ b/process_clip.py
@@ -28,8 +28,7 @@
     start_or_restart_ffmpeg,
 )
 
-logging.basicConfig()
-logging.root.setLevel(logging.DEBUG)
+logging.basicConfig(level=logging.DEBUG)
 
 logger = logging.getLogger(__name__)
 

From 350abda21ac7f169ff25fe609c475571e06b4303 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Tue, 17 Sep 2024 07:27:47 -0600
Subject: [PATCH 18/26] Update docs dependencies (#13793)

---
 docs/package-lock.json | 950 ++++++++++++++++++++++++-----------------
 docs/package.json      |  14 +-
 2 files changed, 565 insertions(+), 399 deletions(-)

diff --git a/docs/package-lock.json b/docs/package-lock.json
index 5ded270a94..e8eb756868 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -8,20 +8,20 @@
       "name": "docs",
       "version": "0.0.0",
       "dependencies": {
-        "@docusaurus/core": "^3.4.0",
-        "@docusaurus/preset-classic": "^3.4.0",
-        "@docusaurus/theme-mermaid": "^3.4.0",
+        "@docusaurus/core": "^3.5.2",
+        "@docusaurus/preset-classic": "^3.5.2",
+        "@docusaurus/theme-mermaid": "^3.5.2",
         "@mdx-js/react": "^3.0.0",
         "clsx": "^2.0.0",
-        "prism-react-renderer": "^2.1.0",
+        "prism-react-renderer": "^2.4.0",
         "raw-loader": "^4.0.2",
-        "react": "^18.2.0",
-        "react-dom": "^18.2.0"
+        "react": "^18.3.1",
+        "react-dom": "^18.3.1"
       },
       "devDependencies": {
         "@docusaurus/module-type-aliases": "^3.4.0",
         "@docusaurus/types": "^3.4.0",
-        "@types/react": "^18.2.79"
+        "@types/react": "^18.3.7"
       },
       "engines": {
         "node": ">=18.0"
@@ -73,82 +73,139 @@
       }
     },
     "node_modules/@algolia/cache-browser-local-storage": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/cache-browser-local-storage/-/cache-browser-local-storage-4.23.3.tgz",
-      "integrity": "sha512-vRHXYCpPlTDE7i6UOy2xE03zHF2C8MEFjPN2v7fRbqVpcOvAUQK81x3Kc21xyb5aSIpYCjWCZbYZuz8Glyzyyg==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/cache-browser-local-storage/-/cache-browser-local-storage-4.24.0.tgz",
+      "integrity": "sha512-t63W9BnoXVrGy9iYHBgObNXqYXM3tYXCjDSHeNwnsc324r4o5UiVKUiAB4THQ5z9U5hTj6qUvwg/Ez43ZD85ww==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/cache-common": "4.23.3"
+        "@algolia/cache-common": "4.24.0"
       }
     },
     "node_modules/@algolia/cache-common": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/cache-common/-/cache-common-4.23.3.tgz",
-      "integrity": "sha512-h9XcNI6lxYStaw32pHpB1TMm0RuxphF+Ik4o7tcQiodEdpKK+wKufY6QXtba7t3k8eseirEMVB83uFFF3Nu54A==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/cache-common/-/cache-common-4.24.0.tgz",
+      "integrity": "sha512-emi+v+DmVLpMGhp0V9q9h5CdkURsNmFC+cOS6uK9ndeJm9J4TiqSvPYVu+THUP8P/S08rxf5x2P+p3CfID0Y4g==",
       "license": "MIT"
     },
     "node_modules/@algolia/cache-in-memory": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/cache-in-memory/-/cache-in-memory-4.23.3.tgz",
-      "integrity": "sha512-yvpbuUXg/+0rbcagxNT7un0eo3czx2Uf0y4eiR4z4SD7SiptwYTpbuS0IHxcLHG3lq22ukx1T6Kjtk/rT+mqNg==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/cache-in-memory/-/cache-in-memory-4.24.0.tgz",
+      "integrity": "sha512-gDrt2so19jW26jY3/MkFg5mEypFIPbPoXsQGQWAi6TrCPsNOSEYepBMPlucqWigsmEy/prp5ug2jy/N3PVG/8w==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/cache-common": "4.23.3"
+        "@algolia/cache-common": "4.24.0"
       }
     },
     "node_modules/@algolia/client-account": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/client-account/-/client-account-4.23.3.tgz",
-      "integrity": "sha512-hpa6S5d7iQmretHHF40QGq6hz0anWEHGlULcTIT9tbUssWUriN9AUXIFQ8Ei4w9azD0hc1rUok9/DeQQobhQMA==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-account/-/client-account-4.24.0.tgz",
+      "integrity": "sha512-adcvyJ3KjPZFDybxlqnf+5KgxJtBjwTPTeyG2aOyoJvx0Y8dUQAEOEVOJ/GBxX0WWNbmaSrhDURMhc+QeevDsA==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "4.23.3",
-        "@algolia/client-search": "4.23.3",
-        "@algolia/transporter": "4.23.3"
+        "@algolia/client-common": "4.24.0",
+        "@algolia/client-search": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/client-account/node_modules/@algolia/client-common": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-4.24.0.tgz",
+      "integrity": "sha512-bc2ROsNL6w6rqpl5jj/UywlIYC21TwSSoFHKl01lYirGMW+9Eek6r02Tocg4gZ8HAw3iBvu6XQiM3BEbmEMoiA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/client-account/node_modules/@algolia/client-search": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-4.24.0.tgz",
+      "integrity": "sha512-uRW6EpNapmLAD0mW47OXqTP8eiIx5F6qN9/x/7HHO6owL3N1IXqydGwW5nhDFBrV+ldouro2W1VX3XlcUXEFCA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/client-common": "4.24.0",
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
       }
     },
     "node_modules/@algolia/client-analytics": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-4.23.3.tgz",
-      "integrity": "sha512-LBsEARGS9cj8VkTAVEZphjxTjMVCci+zIIiRhpFun9jGDUlS1XmhCW7CTrnaWeIuCQS/2iPyRqSy1nXPjcBLRA==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-4.24.0.tgz",
+      "integrity": "sha512-y8jOZt1OjwWU4N2qr8G4AxXAzaa8DBvyHTWlHzX/7Me1LX8OayfgHexqrsL4vSBcoMmVw2XnVW9MhL+Y2ZDJXg==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "4.23.3",
-        "@algolia/client-search": "4.23.3",
-        "@algolia/requester-common": "4.23.3",
-        "@algolia/transporter": "4.23.3"
+        "@algolia/client-common": "4.24.0",
+        "@algolia/client-search": "4.24.0",
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
       }
     },
-    "node_modules/@algolia/client-common": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-4.23.3.tgz",
-      "integrity": "sha512-l6EiPxdAlg8CYhroqS5ybfIczsGUIAC47slLPOMDeKSVXYG1n0qGiz4RjAHLw2aD0xzh2EXZ7aRguPfz7UKDKw==",
+    "node_modules/@algolia/client-analytics/node_modules/@algolia/client-common": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-4.24.0.tgz",
+      "integrity": "sha512-bc2ROsNL6w6rqpl5jj/UywlIYC21TwSSoFHKl01lYirGMW+9Eek6r02Tocg4gZ8HAw3iBvu6XQiM3BEbmEMoiA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/client-analytics/node_modules/@algolia/client-search": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-4.24.0.tgz",
+      "integrity": "sha512-uRW6EpNapmLAD0mW47OXqTP8eiIx5F6qN9/x/7HHO6owL3N1IXqydGwW5nhDFBrV+ldouro2W1VX3XlcUXEFCA==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/requester-common": "4.23.3",
-        "@algolia/transporter": "4.23.3"
+        "@algolia/client-common": "4.24.0",
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/client-common": {
+      "version": "5.4.3",
+      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-5.4.3.tgz",
+      "integrity": "sha512-6BoqQ1/Xjwol7kL5Z7TwSphff0mN4pwpydTi6VOkKs7X3piBj6cuJ3FLjHnaVCwMvcaO9hW3gbx+M0u1sYekig==",
+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/client-personalization": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-4.23.3.tgz",
-      "integrity": "sha512-3E3yF3Ocr1tB/xOZiuC3doHQBQ2zu2MPTYZ0d4lpfWads2WTKG7ZzmGnsHmm63RflvDeLK/UVx7j2b3QuwKQ2g==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-4.24.0.tgz",
+      "integrity": "sha512-l5FRFm/yngztweU0HdUzz1rC4yoWCFo3IF+dVIVTfEPg906eZg5BOd1k0K6rZx5JzyyoP4LdmOikfkfGsKVE9w==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "4.23.3",
-        "@algolia/requester-common": "4.23.3",
-        "@algolia/transporter": "4.23.3"
+        "@algolia/client-common": "4.24.0",
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/client-personalization/node_modules/@algolia/client-common": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-4.24.0.tgz",
+      "integrity": "sha512-bc2ROsNL6w6rqpl5jj/UywlIYC21TwSSoFHKl01lYirGMW+9Eek6r02Tocg4gZ8HAw3iBvu6XQiM3BEbmEMoiA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
       }
     },
     "node_modules/@algolia/client-search": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-4.23.3.tgz",
-      "integrity": "sha512-P4VAKFHqU0wx9O+q29Q8YVuaowaZ5EM77rxfmGnkHUJggh28useXQdopokgwMeYw2XUht49WX5RcTQ40rZIabw==",
+      "version": "5.4.3",
+      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.4.3.tgz",
+      "integrity": "sha512-SJ2ofwdyknkwfSXQi7xvrOR93lNxjsgS1+vOdOkOF1t6HgWxnPXHZoP2hUSsrKExSQWmeE7UUbpvhHZkFxGLeA==",
       "license": "MIT",
+      "peer": true,
       "dependencies": {
-        "@algolia/client-common": "4.23.3",
-        "@algolia/requester-common": "4.23.3",
-        "@algolia/transporter": "4.23.3"
+        "@algolia/client-common": "5.4.3",
+        "@algolia/requester-browser-xhr": "5.4.3",
+        "@algolia/requester-fetch": "5.4.3",
+        "@algolia/requester-node-http": "5.4.3"
+      },
+      "engines": {
+        "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/events": {
@@ -158,72 +215,132 @@
       "license": "MIT"
     },
     "node_modules/@algolia/logger-common": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/logger-common/-/logger-common-4.23.3.tgz",
-      "integrity": "sha512-y9kBtmJwiZ9ZZ+1Ek66P0M68mHQzKRxkW5kAAXYN/rdzgDN0d2COsViEFufxJ0pb45K4FRcfC7+33YB4BLrZ+g==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/logger-common/-/logger-common-4.24.0.tgz",
+      "integrity": "sha512-LLUNjkahj9KtKYrQhFKCzMx0BY3RnNP4FEtO+sBybCjJ73E8jNdaKJ/Dd8A/VA4imVHP5tADZ8pn5B8Ga/wTMA==",
       "license": "MIT"
     },
     "node_modules/@algolia/logger-console": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/logger-console/-/logger-console-4.23.3.tgz",
-      "integrity": "sha512-8xoiseoWDKuCVnWP8jHthgaeobDLolh00KJAdMe9XPrWPuf1by732jSpgy2BlsLTaT9m32pHI8CRfrOqQzHv3A==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/logger-console/-/logger-console-4.24.0.tgz",
+      "integrity": "sha512-X4C8IoHgHfiUROfoRCV+lzSy+LHMgkoEEU1BbKcsfnV0i0S20zyy0NLww9dwVHUWNfPPxdMU+/wKmLGYf96yTg==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/logger-common": "4.23.3"
+        "@algolia/logger-common": "4.24.0"
       }
     },
     "node_modules/@algolia/recommend": {
-      "version": "4.23.3",
-      "resolved": "https://registry.npmjs.org/@algolia/recommend/-/recommend-4.23.3.tgz",
-      "integrity": "sha512-9fK4nXZF0bFkdcLBRDexsnGzVmu4TSYZqxdpgBW2tEyfuSSY54D4qSRkLmNkrrz4YFvdh2GM1gA8vSsnZPR73w==",
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/recommend/-/recommend-4.24.0.tgz",
+      "integrity": "sha512-P9kcgerfVBpfYHDfVZDvvdJv0lEoCvzNlOy2nykyt5bK8TyieYyiD0lguIJdRZZYGre03WIAFf14pgE+V+IBlw==",
       "license": "MIT",
       "dependencies": {
-        "@algolia/cache-browser-local-storage": "4.23.3",
-        "@algolia/cache-common": "4.23.3",
-        "@algolia/cache-in-memory": "4.23.3",
-        "@algolia/client-common": "4.23.3",
-        "@algolia/client-search": "4.23.3",
-        "@algolia/logger-common": "4.23.3",
-        "@algolia/logger-console": "4.23.3",
-        "@algolia/requester-browser-xhr": "4.23.3",
-        "@algolia/requester-common": "4.23.3",
-        "@algolia/requester-node-http": "4.23.3",
-        "@algolia/transporter": "4.23.3"
+        "@algolia/cache-browser-local-storage": "4.24.0",
+        "@algolia/cache-common": "4.24.0",
+        "@algolia/cache-in-memory": "4.24.0",
+        "@algolia/client-common": "4.24.0",
+        "@algolia/client-search": "4.24.0",
+        "@algolia/logger-common": "4.24.0",
+        "@algolia/logger-console": "4.24.0",
+        "@algolia/requester-browser-xhr": "4.24.0",
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/requester-node-http": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/recommend/node_modules/@algolia/client-common": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-4.24.0.tgz",
+      "integrity": "sha512-bc2ROsNL6w6rqpl5jj/UywlIYC21TwSSoFHKl01lYirGMW+9Eek6r02Tocg4gZ8HAw3iBvu6XQiM3BEbmEMoiA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/recommend/node_modules/@algolia/client-search": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-4.24.0.tgz",
+      "integrity": "sha512-uRW6EpNapmLAD0mW47OXqTP8eiIx5F6qN9/x/7HHO6owL3N1IXqydGwW5nhDFBrV+ldouro2W1VX3XlcUXEFCA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/client-common": "4.24.0",
+        "@algolia/requester-common": "4.24.0",
+        "@algolia/transporter": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/recommend/node_modules/@algolia/requester-browser-xhr": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/requester-browser-xhr/-/requester-browser-xhr-4.24.0.tgz",
+      "integrity": "sha512-Z2NxZMb6+nVXSjF13YpjYTdvV3032YTBSGm2vnYvYPA6mMxzM3v5rsCiSspndn9rzIW4Qp1lPHBvuoKJV6jnAA==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/requester-common": "4.24.0"
+      }
+    },
+    "node_modules/@algolia/recommend/node_modules/@algolia/requester-node-http": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/@algolia/requester-node-http/-/requester-node-http-4.24.0.tgz",
+      "integrity": "sha512-JF18yTjNOVYvU/L3UosRcvbPMGT9B+/GQWNWnenIImglzNVGpyzChkXLnrSf6uxwVNO6ESGu6oN8MqcGQcjQJw==",
+      "license": "MIT",
+      "dependencies": {
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       "license": "MIT"
     },
     "node_modules/micromark-extension-gfm-table": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/micromark-extension-gfm-table/-/micromark-extension-gfm-table-2.0.0.tgz",
-      "integrity": "sha512-PoHlhypg1ItIucOaHmKE8fbin3vTLpDOUg8KAr8gRCF1MOZI9Nquq2i/44wFvviM4WuxJzc3demT8Y3dkfvYrw==",
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/micromark-extension-gfm-table/-/micromark-extension-gfm-table-2.1.0.tgz",
+      "integrity": "sha512-Ub2ncQv+fwD70/l4ou27b4YzfNaCJOvyX4HxXU15m7mpYY+rjuWzsLIPZHJL253Z643RpbcP1oeIJlQ/SKW67g==",
       "license": "MIT",
       "dependencies": {
         "devlop": "^1.0.0",
@@ -10366,9 +10528,9 @@
       }
     },
     "node_modules/micromark-extension-gfm-task-list-item": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/micromark-extension-gfm-task-list-item/-/micromark-extension-gfm-task-list-item-2.0.1.tgz",
-      "integrity": "sha512-cY5PzGcnULaN5O7T+cOzfMoHjBW7j+T9D2sucA5d/KbsBTPcYdebm9zUd9zzdgJGCwahV+/W78Z3nbulBYVbTw==",
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/micromark-extension-gfm-task-list-item/-/micromark-extension-gfm-task-list-item-2.1.0.tgz",
+      "integrity": "sha512-qIBZhqxqI6fjLDYFTBIa4eivDMnP+OZqsNwmQ3xNLE4Cxwc+zfQEfbs6tzAo2Hjq+bh6q5F+Z8/cksrLFYWQQw==",
       "license": "MIT",
       "dependencies": {
         "devlop": "^1.0.0",
@@ -11803,9 +11965,10 @@
       }
     },
     "node_modules/node-releases": {
-      "version": "2.0.14",
-      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.14.tgz",
-      "integrity": "sha512-y10wOWt8yZpqXmOgRo77WaHEmhYQYGNA6y421PKsKYWEK8aW+cqAphborZDhqfyKrbZEN92CN1X2KbafY2s7Yw=="
+      "version": "2.0.18",
+      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.18.tgz",
+      "integrity": "sha512-d9VeXT4SJ7ZeOqGX6R5EM022wpL+eWPooLI+5UpWn2jCT1aosUQEhQP214x33Wkwx3JQMvIm+tIoVOdodFS40g==",
+      "license": "MIT"
     },
     "node_modules/non-layered-tidy-tree-layout": {
       "version": "2.0.2",
@@ -12228,9 +12391,10 @@
       }
     },
     "node_modules/picocolors": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.0.0.tgz",
-      "integrity": "sha512-1fygroTLlHu66zi26VoTDv8yRgm0Fccecssto+MhsZ0D/DGW2sm8E8AjW7NU5VVTRt5GxbeZ5qBuJr+HyLYkjQ=="
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.1.0.tgz",
+      "integrity": "sha512-TQ92mBOW0l3LeMeyLV6mzy/kWr8lkd/hp3mTg7wYK7zJhuBStmGMBG0BdeDZS/dZx1IukaX6Bk11zcln25o1Aw==",
+      "license": "ISC"
     },
     "node_modules/picomatch": {
       "version": "2.3.1",
@@ -12944,9 +13108,10 @@
       }
     },
     "node_modules/prism-react-renderer": {
-      "version": "2.3.1",
-      "resolved": "https://registry.npmjs.org/prism-react-renderer/-/prism-react-renderer-2.3.1.tgz",
-      "integrity": "sha512-Rdf+HzBLR7KYjzpJ1rSoxT9ioO85nZngQEoFIhL07XhtJHlCU3SOz0GJ6+qvMyQe0Se+BV3qpe6Yd/NmQF5Juw==",
+      "version": "2.4.0",
+      "resolved": "https://registry.npmjs.org/prism-react-renderer/-/prism-react-renderer-2.4.0.tgz",
+      "integrity": "sha512-327BsVCD/unU4CNLZTWVHyUHKnsqcvj2qbPlQ8MiBE2eq2rgctjigPA1Gp9HLF83kZ20zNN6jgizHJeEsyFYOw==",
+      "license": "MIT",
       "dependencies": {
         "@types/prismjs": "^1.26.0",
         "clsx": "^2.0.0"
@@ -13397,9 +13562,9 @@
       "integrity": "sha512-24e6ynE2H+OKt4kqsOvNd8kBpV65zoxbA4BVsEOB3ARVWQki/DHzaUoC5KuON/BiccDaCCTZBuOcfZs70kR8bQ=="
     },
     "node_modules/react-json-view-lite": {
-      "version": "1.4.0",
-      "resolved": "https://registry.npmjs.org/react-json-view-lite/-/react-json-view-lite-1.4.0.tgz",
-      "integrity": "sha512-wh6F6uJyYAmQ4fK0e8dSQMEWuvTs2Wr3el3sLD9bambX1+pSWUVXIz1RFaoy3TI1mZ0FqdpKq9YgbgTTgyrmXA==",
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/react-json-view-lite/-/react-json-view-lite-1.5.0.tgz",
+      "integrity": "sha512-nWqA1E4jKPklL2jvHWs6s+7Na0qNgw9HCP6xehdQJeg6nPBTFZgGwyko9Q0oj+jQWKTTVRS30u0toM5wiuL3iw==",
       "license": "MIT",
       "engines": {
         "node": ">=14"
@@ -13980,9 +14145,9 @@
       "integrity": "sha512-PGMBq03+TTG/p/cRB7HCLKJ1MgDIi07+QU1faSjiYRfmY5UsAttV9Hs08jDAHVwcOwmVLcSJkpwyfXszVjWfIQ=="
     },
     "node_modules/rtlcss": {
-      "version": "4.1.1",
-      "resolved": "https://registry.npmjs.org/rtlcss/-/rtlcss-4.1.1.tgz",
-      "integrity": "sha512-/oVHgBtnPNcggP2aVXQjSy6N1mMAfHg4GSag0QtZBlD5bdDgAHwr4pydqJGd+SUCu9260+Pjqbjwtvu7EMH1KQ==",
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/rtlcss/-/rtlcss-4.3.0.tgz",
+      "integrity": "sha512-FI+pHEn7Wc4NqKXMXFM+VAYKEj/mRIcW4h24YVwVtyjI+EqGrLc2Hx/Ny0lrZ21cBWU2goLy36eqMcNj3AQJig==",
       "license": "MIT",
       "dependencies": {
         "escalade": "^3.1.1",
@@ -14093,9 +14258,9 @@
       }
     },
     "node_modules/search-insights": {
-      "version": "2.14.0",
-      "resolved": "https://registry.npmjs.org/search-insights/-/search-insights-2.14.0.tgz",
-      "integrity": "sha512-OLN6MsPMCghDOqlCtsIsYgtsC0pnwVTyT9Mu6A3ewOj1DxvzZF6COrn2g86E/c05xbktB0XN04m/t1Z+n+fTGw==",
+      "version": "2.17.2",
+      "resolved": "https://registry.npmjs.org/search-insights/-/search-insights-2.17.2.tgz",
+      "integrity": "sha512-zFNpOpUO+tY2D85KrxJ+aqwnIfdEGi06UH2+xEb+Bp9Mwznmauqc9djbnBibJO5mpfUPPa8st6Sx65+vbeO45g==",
       "license": "MIT",
       "peer": true
     },
@@ -15316,9 +15481,9 @@
       }
     },
     "node_modules/update-browserslist-db": {
-      "version": "1.0.13",
-      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.0.13.tgz",
-      "integrity": "sha512-xebP81SNcPuNpPP3uzeW1NYXxI3rxyJzF3pD6sH4jE7o/IX+WtSpwnVU+qIsDPyk0d3hmFQ7mjqc6AtV604hbg==",
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.1.0.tgz",
+      "integrity": "sha512-EdRAaAyk2cUE1wOf2DkEhzxqOQvFOoRJFNS6NeyJ01Gp2beMRpBAINjM2iDXE3KCuKhwnvHIQCJm6ThL2Z+HzQ==",
       "funding": [
         {
           "type": "opencollective",
@@ -15333,9 +15498,10 @@
           "url": "https://github.com/sponsors/ai"
         }
       ],
+      "license": "MIT",
       "dependencies": {
-        "escalade": "^3.1.1",
-        "picocolors": "^1.0.0"
+        "escalade": "^3.1.2",
+        "picocolors": "^1.0.1"
       },
       "bin": {
         "update-browserslist-db": "cli.js"
@@ -15609,9 +15775,9 @@
       }
     },
     "node_modules/vfile-location": {
-      "version": "5.0.2",
-      "resolved": "https://registry.npmjs.org/vfile-location/-/vfile-location-5.0.2.tgz",
-      "integrity": "sha512-NXPYyxyBSH7zB5U6+3uDdd6Nybz6o6/od9rk8bp9H8GR3L+cm/fC0uUTbqBmUTnMCUDslAGBOIKNfvvb+gGlDg==",
+      "version": "5.0.3",
+      "resolved": "https://registry.npmjs.org/vfile-location/-/vfile-location-5.0.3.tgz",
+      "integrity": "sha512-5yXvWDEgqeiYiBe1lbxYF7UMAIm/IcopxMHrMQDq3nvKcjPKIhZklUKL+AE7J7uApI4kwe2snsK+eI6UTj9EHg==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
diff --git a/docs/package.json b/docs/package.json
index d31b58671c..e41023c668 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -14,15 +14,15 @@
     "write-heading-ids": "docusaurus write-heading-ids"
   },
   "dependencies": {
-    "@docusaurus/core": "^3.4.0",
-    "@docusaurus/preset-classic": "^3.4.0",
-    "@docusaurus/theme-mermaid": "^3.4.0",
+    "@docusaurus/core": "^3.5.2",
+    "@docusaurus/preset-classic": "^3.5.2",
+    "@docusaurus/theme-mermaid": "^3.5.2",
     "@mdx-js/react": "^3.0.0",
     "clsx": "^2.0.0",
-    "prism-react-renderer": "^2.1.0",
+    "prism-react-renderer": "^2.4.0",
     "raw-loader": "^4.0.2",
-    "react": "^18.2.0",
-    "react-dom": "^18.2.0"
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1"
   },
   "browserslist": {
     "production": [
@@ -39,7 +39,7 @@
   "devDependencies": {
     "@docusaurus/module-type-aliases": "^3.4.0",
     "@docusaurus/types": "^3.4.0",
-    "@types/react": "^18.2.79"
+    "@types/react": "^18.3.7"
   },
   "engines": {
     "node": ">=18.0"

From edababa88eefd8624202cdc5749c954b9027e224 Mon Sep 17 00:00:00 2001
From: gtsiam <gtsiam@windowslive.com>
Date: Tue, 17 Sep 2024 18:41:46 +0300
Subject: [PATCH 19/26] Work through most of the cspell warnings in python
 (#13794)

---
 .cspell/frigate-dictionary.txt        | 136 ++++++++++++++++++++++++++
 cspell.json                           |   3 +-
 frigate/api/export.py                 |   6 +-
 frigate/comms/webpush.py              |   6 +-
 frigate/config.py                     |   2 +-
 frigate/const.py                      |   8 +-
 frigate/detectors/plugins/hailo8l.py  |   8 +-
 frigate/detectors/plugins/openvino.py |  14 +--
 frigate/detectors/plugins/rknn.py     |  10 +-
 frigate/detectors/plugins/tensorrt.py |  12 +--
 frigate/detectors/util.py             |   2 +-
 frigate/embeddings/embeddings.py      |   2 +-
 frigate/motion/frigate_motion.py      |  18 ++--
 frigate/motion/improved_motion.py     |  17 ++--
 frigate/ptz/autotrack.py              |   8 +-
 frigate/record/maintainer.py          |   6 +-
 frigate/stats/util.py                 |   4 +-
 frigate/test/const.py                 |   2 +-
 frigate/util/object.py                |   4 +-
 frigate/util/services.py              |   6 +-
 20 files changed, 208 insertions(+), 66 deletions(-)

diff --git a/.cspell/frigate-dictionary.txt b/.cspell/frigate-dictionary.txt
index 3f10ab6fff..6c0e8022f3 100644
--- a/.cspell/frigate-dictionary.txt
+++ b/.cspell/frigate-dictionary.txt
@@ -1,10 +1,20 @@
 aarch
+absdiff
+airockchip
+Alloc
 Amcrest
 amdgpu
+analyzeduration
 Annke
 apexcharts
+arange
+argmax
+argmin
+argpartition
+ascontiguousarray
 authelia
 authentik
+autodetected
 automations
 autotrack
 autotracked
@@ -12,128 +22,229 @@ autotracker
 autotracking
 balena
 Beelink
+BGRA
+BHWC
 blackshear
 blakeblackshear
 bottombar
 buildx
 castable
+cdist
 Celeron
 cgroups
 chipset
+chromadb
 Chromecast
 cmdline
 codeowner
+CODEOWNERS
 codeproject
 colormap
 colorspace
+comms
+ctypeslib
 CUDA
 Cuvid
 Dahua
 datasheet
 debconf
+deci
 deepstack
 defragment
 devcontainer
+DEVICEMAP
+discardcorrupt
 dpkg
+dsize
+dtype
+ECONNRESET
 edgetpu
+faststart
 fflags
 ffprobe
+fillna
 flac
 foscam
 fourcc
 framebuffer
+fregate
+frégate
+fromarray
+frombuffer
 frontdoor
 fstype
 fullchain
+fullscreen
+genai
+generativeai
+genpts
+getpid
 gpuload
 HACS
+Hailo
 hass
+hconcat
 healthcheck
 hideable
 Hikvision
 homeassistant
 homekit
 homography
+hsize
+hstack
+httpx
 hwaccel
+hwdownload
+hwmap
+hwupload
+iloc
 imagestream
 imdecode
 imencode
 imread
 imutils
 imwrite
+interp
 iostat
 iotop
+itemsize
 Jellyfin
 jetson
+jetsons
+joserfc
 jsmpeg
 jsonify
 Kalman
 keepalive
+keepdims
 labelmap
 letsencrypt
+levelname
 LIBAVFORMAT
+libedgetpu
+libnvinfer
 libva
+libwebp
+libx
+libyolo
+linalg
+localzone
 logpipe
 Loryta
+lstsq
 lsusb
+markupsafe
+maxsplit
+MEMHOSTALLOC
 memlimit
+meshgrid
+metadatas
+migraphx
+minilm
 mjpeg
+mkfifo
 mobiledet
 mobilenet
+modelpath
 mosquitto
 mountpoint
+movflags
 mpegts
 mqtt
 mse
+msenc
 namedtuples
+nbytes
+nchw
+ndarray
+ndimage
+nethogs
+newaxis
+nhwc
+NOBLOCK
+nobuffer
+nokey
+NONBLOCK
 noninteractive
+noprint
 Norfair
+nptype
 NTSC
 numpy
+nvenc
+nvhost
 nvml
+nvmpi
+ollama
 onnx
 onnxruntime
 onvif
 ONVIF
+openai
 opencv
 openvino
 OWASP
 paho
 passwordless
+popleft
+posthog
+postprocess
 poweroff
+preexec
 probesize
 protobuf
 psutil
+pubkey
+putenv
+pycache
 pydantic
+pyobj
+pysqlite
+pytz
+pywebpush
 qnap
 quantisation
 Radeon
 radeonsi
 radeontop
 rawvideo
+rcond
+RDONLY
 rebranded
 referer
 Reolink
 restream
 restreamed
 restreaming
+rkmpp
 rknn
+rkrga
 rockchip
 rocm
+rocminfo
 rootfs
 rtmp
 RTSP
+ruamel
 scroller
 setproctitle
+setpts
 shms
+SIGUSR
 skylake
 sleeptime
+SNDMORE
 socs
+sqliteq
 ssdlite
+statm
+stimeout
 stylelint
 subclassing
 substream
+superfast
 surveillance
+svscan
 Swipeable
 sysconf
 tailscale
@@ -143,25 +254,50 @@ tflite
 thresholded
 timelapse
 tmpfs
+tobytes
 toggleable
 traefik
+tzlocal
 Ubiquiti
 udev
 udevadm
 ultrafast
 unichip
+unidecode
 Unifi
+unixepoch
 unraid
 unreviewed
+userdata
 usermod
 vaapi
 vainfo
 variations
+vconcat
+vitb
+vstream
+vsync
 wallclock
 webp
+webpush
 webrtc
 websockets
 webui
+werkzeug
 workdir
+WRONLY
+wsgirefserver
+wsgiutils
+wsize
+xaddr
+xmaxs
+xmins
+XPUB
+XSUB
+ymaxs
+ymins
 yolo
+yolonas
+yolox
 zeep
+zerolatency
diff --git a/cspell.json b/cspell.json
index e325bbb69f..132e51532b 100644
--- a/cspell.json
+++ b/cspell.json
@@ -7,7 +7,8 @@
     "*.db",
     "node_modules",
     "__pycache__",
-    "dist"
+    "dist",
+    "/audio-labelmap.txt"
   ],
   "language": "en",
   "dictionaryDefinitions": [
diff --git a/frigate/api/export.py b/frigate/api/export.py
index 0993a3a876..e174164250 100644
--- a/frigate/api/export.py
+++ b/frigate/api/export.py
@@ -149,9 +149,9 @@ def export_delete(id: str):
         try:
             if process.name() != "ffmpeg":
                 continue
-            flist = process.open_files()
-            if flist:
-                for nt in flist:
+            file_list = process.open_files()
+            if file_list:
+                for nt in file_list:
                     if nt.path.startswith(EXPORT_DIR):
                         files_in_use.append(nt.path.split("/")[-1])
         except psutil.Error:
diff --git a/frigate/comms/webpush.py b/frigate/comms/webpush.py
index 0cb75f3325..602f8d11e4 100644
--- a/frigate/comms/webpush.py
+++ b/frigate/comms/webpush.py
@@ -106,10 +106,10 @@ def cleanup_registrations(self) -> None:
     def publish(self, topic: str, payload: Any, retain: bool = False) -> None:
         """Wrapper for publishing when client is in valid state."""
         # check for updated notification config
-        _, updated_notif_config = self.config_subscriber.check_for_update()
+        _, updated_notification_config = self.config_subscriber.check_for_update()
 
-        if updated_notif_config:
-            self.config.notifications = updated_notif_config
+        if updated_notification_config:
+            self.config.notifications = updated_notification_config
 
         if not self.config.notifications.enabled:
             return
diff --git a/frigate/config.py b/frigate/config.py
index 79d6c23438..ad96cebef8 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -1194,7 +1194,7 @@ def _get_ffmpeg_cmd(self, ffmpeg_input: CameraInput):
                 + ffmpeg_output_args
             )
 
-        # if there arent any outputs enabled for this input
+        # if there aren't any outputs enabled for this input
         if len(ffmpeg_output_args) == 0:
             return None
 
diff --git a/frigate/const.py b/frigate/const.py
index a6e945897f..c5cc41b3ec 100644
--- a/frigate/const.py
+++ b/frigate/const.py
@@ -12,7 +12,7 @@
 PLUS_ENV_VAR = "PLUS_API_KEY"
 PLUS_API_HOST = "https://api.frigate.video"
 
-# Attribute & Object Consts
+# Attribute & Object constants
 
 ATTRIBUTE_LABEL_MAP = {
     "person": ["face", "amazon"],
@@ -31,7 +31,7 @@
 }
 LABEL_NMS_DEFAULT = 0.4
 
-# Audio Consts
+# Audio constants
 
 AUDIO_DURATION = 0.975
 AUDIO_FORMAT = "s16le"
@@ -39,7 +39,7 @@
 AUDIO_SAMPLE_RATE = 16000
 AUDIO_MIN_CONFIDENCE = 0.5
 
-# DB Consts
+# DB constants
 
 MAX_WAL_SIZE = 10  # MB
 
@@ -49,7 +49,7 @@
 FFMPEG_HWACCEL_VAAPI = "preset-vaapi"
 FFMPEG_HWACCEL_VULKAN = "preset-vulkan"
 
-# Regex Consts
+# Regex constants
 
 REGEX_CAMERA_NAME = r"^[a-zA-Z0-9_-]+$"
 REGEX_RTSP_CAMERA_USER_PASS = r":\/\/[a-zA-Z0-9_-]+:[\S]+@"
diff --git a/frigate/detectors/plugins/hailo8l.py b/frigate/detectors/plugins/hailo8l.py
index a157e240db..c2df04ffa7 100644
--- a/frigate/detectors/plugins/hailo8l.py
+++ b/frigate/detectors/plugins/hailo8l.py
@@ -83,11 +83,11 @@ def __init__(self, detector_config: HailoDetectorConfig):
             self.network_group_params = self.network_group.create_params()
 
             # Create input and output virtual stream parameters
-            self.input_vstreams_params = InputVStreamParams.make(
+            self.input_vstream_params = InputVStreamParams.make(
                 self.network_group,
                 format_type=self.hef.get_input_vstream_infos()[0].format.type,
             )
-            self.output_vstreams_params = OutputVStreamParams.make(
+            self.output_vstream_params = OutputVStreamParams.make(
                 self.network_group, format_type=getattr(FormatType, output_type)
             )
 
@@ -162,8 +162,8 @@ def detect_raw(self, tensor_input):
         try:
             with InferVStreams(
                 self.network_group,
-                self.input_vstreams_params,
-                self.output_vstreams_params,
+                self.input_vstream_params,
+                self.output_vstream_params,
             ) as infer_pipeline:
                 input_dict = {}
                 if isinstance(input_data, dict):
diff --git a/frigate/detectors/plugins/openvino.py b/frigate/detectors/plugins/openvino.py
index a6b0a51cd0..897b844304 100644
--- a/frigate/detectors/plugins/openvino.py
+++ b/frigate/detectors/plugins/openvino.py
@@ -129,10 +129,10 @@ def set_strides_grids(self):
 
         strides = [8, 16, 32]
 
-        hsizes = [self.h // stride for stride in strides]
-        wsizes = [self.w // stride for stride in strides]
+        hsize_list = [self.h // stride for stride in strides]
+        wsize_list = [self.w // stride for stride in strides]
 
-        for hsize, wsize, stride in zip(hsizes, wsizes, strides):
+        for hsize, wsize, stride in zip(hsize_list, wsize_list, strides):
             xv, yv = np.meshgrid(np.arange(wsize), np.arange(hsize))
             grid = np.stack((xv, yv), 2).reshape(1, -1, 2)
             grids.append(grid)
@@ -216,10 +216,12 @@ def detect_raw(self, tensor_input):
 
             conf_mask = (image_pred[:, 4] * class_conf.squeeze() >= 0.3).squeeze()
             # Detections ordered as (x1, y1, x2, y2, obj_conf, class_conf, class_pred)
-            dets = np.concatenate((image_pred[:, :5], class_conf, class_pred), axis=1)
-            dets = dets[conf_mask]
+            detections = np.concatenate(
+                (image_pred[:, :5], class_conf, class_pred), axis=1
+            )
+            detections = detections[conf_mask]
 
-            ordered = dets[dets[:, 5].argsort()[::-1]][:20]
+            ordered = detections[detections[:, 5].argsort()[::-1]][:20]
 
             for i, object_detected in enumerate(ordered):
                 detections[i] = self.process_yolo(
diff --git a/frigate/detectors/plugins/rknn.py b/frigate/detectors/plugins/rknn.py
index 7606313b5d..dae5cc0576 100644
--- a/frigate/detectors/plugins/rknn.py
+++ b/frigate/detectors/plugins/rknn.py
@@ -17,7 +17,7 @@
 
 supported_models = {ModelTypeEnum.yolonas: "^deci-fp16-yolonas_[sml]$"}
 
-model_chache_dir = "/config/model_cache/rknn_cache/"
+model_cache_dir = "/config/model_cache/rknn_cache/"
 
 
 class RknnDetectorConfig(BaseDetectorConfig):
@@ -110,7 +110,7 @@ def parse_model_input(self, model_path, soc):
             if model_matched:
                 model_props["filename"] = model_path + f"-{soc}-v2.0.0-1.rknn"
 
-                model_props["path"] = model_chache_dir + model_props["filename"]
+                model_props["path"] = model_cache_dir + model_props["filename"]
 
                 if not os.path.isfile(model_props["path"]):
                     self.download_model(model_props["filename"])
@@ -125,12 +125,12 @@ def parse_model_input(self, model_path, soc):
         return model_props
 
     def download_model(self, filename):
-        if not os.path.isdir(model_chache_dir):
-            os.mkdir(model_chache_dir)
+        if not os.path.isdir(model_cache_dir):
+            os.mkdir(model_cache_dir)
 
         urllib.request.urlretrieve(
             f"https://github.com/MarcA711/rknn-models/releases/download/v2.0.0/{filename}",
-            model_chache_dir + filename,
+            model_cache_dir + filename,
         )
 
     def check_config(self, config):
diff --git a/frigate/detectors/plugins/tensorrt.py b/frigate/detectors/plugins/tensorrt.py
index 64b0849c7d..901d18ee7d 100644
--- a/frigate/detectors/plugins/tensorrt.py
+++ b/frigate/detectors/plugins/tensorrt.py
@@ -285,14 +285,14 @@ def _postprocess_yolo(self, trt_outputs, conf_th):
             boxes, scores, classes
         """
         # filter low-conf detections and concatenate results of all yolo layers
-        detections = []
+        detection_list = []
         for o in trt_outputs:
-            dets = o.reshape((-1, 7))
-            dets = dets[dets[:, 4] * dets[:, 6] >= conf_th]
-            detections.append(dets)
-        detections = np.concatenate(detections, axis=0)
+            detections = o.reshape((-1, 7))
+            detections = detections[detections[:, 4] * detections[:, 6] >= conf_th]
+            detection_list.append(detections)
+        detection_list = np.concatenate(detection_list, axis=0)
 
-        return detections
+        return detection_list
 
     def detect_raw(self, tensor_input):
         # Input tensor has the shape of the [height, width, 3]
diff --git a/frigate/detectors/util.py b/frigate/detectors/util.py
index 74fb82a479..08e54e7cb7 100644
--- a/frigate/detectors/util.py
+++ b/frigate/detectors/util.py
@@ -26,7 +26,7 @@ def preprocess(tensor_input, model_input_shape, model_input_element_type):
         logger.warn(
             f"preprocess: tensor_input.shape {tensor_input.shape} and model_input_shape {model_input_shape} do not match!"
         )
-    # cv2.dnn.blobFromImage is faster than numpying it
+    # cv2.dnn.blobFromImage is faster than running it through numpy
     return cv2.dnn.blobFromImage(
         tensor_input[0],
         1.0 / 255,
diff --git a/frigate/embeddings/embeddings.py b/frigate/embeddings/embeddings.py
index c0dc51ea94..998738d50f 100644
--- a/frigate/embeddings/embeddings.py
+++ b/frigate/embeddings/embeddings.py
@@ -15,7 +15,7 @@
 # Squelch posthog logging
 logging.getLogger("chromadb.telemetry.product.posthog").setLevel(logging.CRITICAL)
 
-# Hotsawp the sqlite3 module for Chroma compatibility
+# Hot-swap the sqlite3 module for Chroma compatibility
 try:
     from chromadb import Collection
     from chromadb import HttpClient as ChromaClient
diff --git a/frigate/motion/frigate_motion.py b/frigate/motion/frigate_motion.py
index 4261661933..72097667b4 100644
--- a/frigate/motion/frigate_motion.py
+++ b/frigate/motion/frigate_motion.py
@@ -55,13 +55,13 @@ def detect(self, frame):
 
         # Improve contrast
         if self.improve_contrast.value:
-            minval = np.percentile(resized_frame, 4)
-            maxval = np.percentile(resized_frame, 96)
+            min_value = np.percentile(resized_frame, 4)
+            max_value = np.percentile(resized_frame, 96)
             # don't adjust if the image is a single color
-            if minval < maxval:
-                resized_frame = np.clip(resized_frame, minval, maxval)
+            if min_value < max_value:
+                resized_frame = np.clip(resized_frame, min_value, max_value)
                 resized_frame = (
-                    ((resized_frame - minval) / (maxval - minval)) * 255
+                    ((resized_frame - min_value) / (max_value - min_value)) * 255
                 ).astype(np.uint8)
 
         # mask frame
@@ -100,13 +100,13 @@ def detect(self, frame):
             # dilate the thresholded image to fill in holes, then find contours
             # on thresholded image
             thresh_dilated = cv2.dilate(thresh, None, iterations=2)
-            cnts = cv2.findContours(
+            contours = cv2.findContours(
                 thresh_dilated, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE
             )
-            cnts = imutils.grab_contours(cnts)
+            contours = imutils.grab_contours(contours)
 
             # loop over the contours
-            for c in cnts:
+            for c in contours:
                 # if the contour is big enough, count it as motion
                 contour_area = cv2.contourArea(c)
                 if contour_area > self.contour_area.value:
@@ -124,7 +124,7 @@ def detect(self, frame):
                 thresh_dilated = cv2.cvtColor(thresh_dilated, cv2.COLOR_GRAY2BGR)
                 # print("--------")
                 # print(self.frame_counter)
-                for c in cnts:
+                for c in contours:
                     contour_area = cv2.contourArea(c)
                     if contour_area > self.contour_area.value:
                         x, y, w, h = cv2.boundingRect(c)
diff --git a/frigate/motion/improved_motion.py b/frigate/motion/improved_motion.py
index 6fb17ec299..2973375602 100644
--- a/frigate/motion/improved_motion.py
+++ b/frigate/motion/improved_motion.py
@@ -79,12 +79,15 @@ def detect(self, frame):
         # Improve contrast
         if self.config.improve_contrast:
             # TODO tracking moving average of min/max to avoid sudden contrast changes
-            minval = np.percentile(resized_frame, 4).astype(np.uint8)
-            maxval = np.percentile(resized_frame, 96).astype(np.uint8)
+            min_value = np.percentile(resized_frame, 4).astype(np.uint8)
+            max_value = np.percentile(resized_frame, 96).astype(np.uint8)
             # skip contrast calcs if the image is a single color
-            if minval < maxval:
+            if min_value < max_value:
                 # keep track of the last 50 contrast values
-                self.contrast_values[self.contrast_values_index] = [minval, maxval]
+                self.contrast_values[self.contrast_values_index] = [
+                    min_value,
+                    max_value,
+                ]
                 self.contrast_values_index += 1
                 if self.contrast_values_index == len(self.contrast_values):
                     self.contrast_values_index = 0
@@ -122,14 +125,14 @@ def detect(self, frame):
         # dilate the thresholded image to fill in holes, then find contours
         # on thresholded image
         thresh_dilated = cv2.dilate(thresh, None, iterations=1)
-        cnts = cv2.findContours(
+        contours = cv2.findContours(
             thresh_dilated, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE
         )
-        cnts = imutils.grab_contours(cnts)
+        contours = imutils.grab_contours(contours)
 
         # loop over the contours
         total_contour_area = 0
-        for c in cnts:
+        for c in contours:
             # if the contour is big enough, count it as motion
             contour_area = cv2.contourArea(c)
             total_contour_area += contour_area
diff --git a/frigate/ptz/autotrack.py b/frigate/ptz/autotrack.py
index 92c4141a72..80195f5d8a 100644
--- a/frigate/ptz/autotrack.py
+++ b/frigate/ptz/autotrack.py
@@ -268,9 +268,9 @@ def _autotracker_setup(self, camera_config, camera):
                 self.ptz_metrics[camera]["ptz_autotracker_enabled"].value = False
                 return
 
-            movestatus_supported = self.onvif.get_service_capabilities(camera)
+            move_status_supported = self.onvif.get_service_capabilities(camera)
 
-            if movestatus_supported is None or movestatus_supported.lower() != "true":
+            if move_status_supported is None or move_status_supported.lower() != "true":
                 logger.warning(
                     f"Disabling autotracking for {camera}: ONVIF MoveStatus not supported"
                 )
@@ -807,8 +807,8 @@ def _get_valid_velocity(self, camera, obj):
         invalid_delta = np.any(delta > delta_thresh)
 
         # Check variance
-        stdevs = np.std(velocities, axis=0)
-        high_variances = np.any(stdevs > var_thresh)
+        stdev_list = np.std(velocities, axis=0)
+        high_variances = np.any(stdev_list > var_thresh)
 
         # Check direction difference
         velocities = np.round(velocities)
diff --git a/frigate/record/maintainer.py b/frigate/record/maintainer.py
index 5bcec62e60..66036f8075 100644
--- a/frigate/record/maintainer.py
+++ b/frigate/record/maintainer.py
@@ -90,9 +90,9 @@ async def move_files(self) -> None:
             try:
                 if process.name() != "ffmpeg":
                     continue
-                flist = process.open_files()
-                if flist:
-                    for nt in flist:
+                file_list = process.open_files()
+                if file_list:
+                    for nt in file_list:
                         if nt.path.startswith(CACHE_DIR):
                             files_in_use.append(nt.path.split("/")[-1])
             except psutil.Error:
diff --git a/frigate/stats/util.py b/frigate/stats/util.py
index ac28e3d89b..e9a78742f4 100644
--- a/frigate/stats/util.py
+++ b/frigate/stats/util.py
@@ -250,7 +250,7 @@ def stats_snapshot(
         ffmpeg_pid = (
             camera_stats["ffmpeg_pid"].value if camera_stats["ffmpeg_pid"] else None
         )
-        cpid = (
+        capture_pid = (
             camera_stats["capture_process"].pid
             if camera_stats["capture_process"]
             else None
@@ -262,7 +262,7 @@ def stats_snapshot(
             "detection_fps": round(camera_stats["detection_fps"].value, 2),
             "detection_enabled": config.cameras[name].detect.enabled,
             "pid": pid,
-            "capture_pid": cpid,
+            "capture_pid": capture_pid,
             "ffmpeg_pid": ffmpeg_pid,
             "audio_rms": round(camera_stats["audio_rms"].value, 4),
             "audio_dBFS": round(camera_stats["audio_dBFS"].value, 4),
diff --git a/frigate/test/const.py b/frigate/test/const.py
index bef02e2351..3cbd37799c 100644
--- a/frigate/test/const.py
+++ b/frigate/test/const.py
@@ -1,4 +1,4 @@
-"""Consts for testing."""
+"""Constants for testing."""
 
 TEST_DB = "test.db"
 TEST_DB_CLEANUPS = ["test.db", "test.db-shm", "test.db-wal"]
diff --git a/frigate/util/object.py b/frigate/util/object.py
index 66810d5e76..da0a542791 100644
--- a/frigate/util/object.py
+++ b/frigate/util/object.py
@@ -511,12 +511,12 @@ def reduce_overlapping_detections(detections: list[tuple[any]]) -> list[tuple[an
             # due to min score requirement of NMSBoxes
             confidences = [0.6 if clipped(o, frame_shape) else o[1] for o in group]
 
-            idxs = cv2.dnn.NMSBoxes(
+            indices = cv2.dnn.NMSBoxes(
                 boxes, confidences, 0.5, LABEL_NMS_MAP.get(label, LABEL_NMS_DEFAULT)
             )
 
             # add objects
-            for index in idxs:
+            for index in indices:
                 index = index if isinstance(index, np.int32) else index[0]
                 obj = group[index]
                 selected_objects.append(obj)
diff --git a/frigate/util/services.py b/frigate/util/services.py
index 03787d2485..d83db30954 100644
--- a/frigate/util/services.py
+++ b/frigate/util/services.py
@@ -122,7 +122,7 @@ def get_cpu_stats() -> dict[str, dict]:
                 stats = f.readline().split()
             utime = int(stats[13])
             stime = int(stats[14])
-            starttime = int(stats[21])
+            start_time = int(stats[21])
 
             with open("/proc/uptime") as f:
                 system_uptime_sec = int(float(f.read().split()[0]))
@@ -131,9 +131,9 @@ def get_cpu_stats() -> dict[str, dict]:
 
             process_utime_sec = utime // clk_tck
             process_stime_sec = stime // clk_tck
-            process_starttime_sec = starttime // clk_tck
+            process_start_time_sec = start_time // clk_tck
 
-            process_elapsed_sec = system_uptime_sec - process_starttime_sec
+            process_elapsed_sec = system_uptime_sec - process_start_time_sec
             process_usage_sec = process_utime_sec + process_stime_sec
             cpu_average_usage = process_usage_sec * 100 // process_elapsed_sec
 

From bcae0cf441c81a6715425cfac98304b6ad00379f Mon Sep 17 00:00:00 2001
From: gtsiam <gtsiam@windowslive.com>
Date: Tue, 17 Sep 2024 18:42:10 +0300
Subject: [PATCH 20/26] Fix vscode launch configuration (#13795)

---
 .vscode/launch.json | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.vscode/launch.json b/.vscode/launch.json
index fe709c92d3..5c858267d8 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -3,10 +3,9 @@
   "configurations": [
     {
       "name": "Python: Launch Frigate",
-      "type": "python",
+      "type": "debugpy",
       "request": "launch",
-      "module": "frigate",
-      "justMyCode": true
+      "module": "frigate"
     }
   ]
 }

From 90d7fc6bc53b4d6aafef2674ccd0d2c63ded36f2 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Tue, 17 Sep 2024 11:04:51 -0600
Subject: [PATCH 21/26] Install no deps separately for wheel (#13799)

* Install no deps separately for wheel

* Fix order

* fix arg
---
 docker/main/Dockerfile                     | 3 +++
 docker/main/requirements-wheels-nodeps.txt | 1 +
 docker/main/requirements-wheels.txt        | 1 -
 3 files changed, 4 insertions(+), 1 deletion(-)
 create mode 100644 docker/main/requirements-wheels-nodeps.txt

diff --git a/docker/main/Dockerfile b/docker/main/Dockerfile
index 92e28a3816..4d238f29b5 100644
--- a/docker/main/Dockerfile
+++ b/docker/main/Dockerfile
@@ -170,6 +170,9 @@ RUN /build_pysqlite3.sh
 COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
 RUN pip3 wheel --wheel-dir=/wheels -r /requirements-wheels.txt
 
+COPY docker/main/requirements-wheels-nodeps.txt /requirements-wheels-nodeps.txt
+RUN pip3 wheel --no-deps --wheel-dir=/wheels -r /requirements-wheels-nodeps.txt
+
 
 # Collect deps in a single layer
 FROM scratch AS deps-rootfs
diff --git a/docker/main/requirements-wheels-nodeps.txt b/docker/main/requirements-wheels-nodeps.txt
new file mode 100644
index 0000000000..84eac63c26
--- /dev/null
+++ b/docker/main/requirements-wheels-nodeps.txt
@@ -0,0 +1 @@
+onnx_clip == 4.0.*
diff --git a/docker/main/requirements-wheels.txt b/docker/main/requirements-wheels.txt
index a81f6ec93d..83265f0b78 100644
--- a/docker/main/requirements-wheels.txt
+++ b/docker/main/requirements-wheels.txt
@@ -33,7 +33,6 @@ openvino == 2024.1.*
 onnxruntime-openvino == 1.18.* ; platform_machine == 'x86_64'
 onnxruntime == 1.18.* ; platform_machine == 'aarch64'
 # Embeddings
-onnx_clip == 4.0.*
 chromadb == 0.5.0
 # Generative AI
 google-generativeai == 0.6.*

From 2362d0e838cbc23cebed398fa444ff56c5545d1f Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Tue, 17 Sep 2024 13:24:35 -0600
Subject: [PATCH 22/26] Override onnx clip loading (#13800)

* Set caching options for hardware providers

* Always use CPU for searching

* Use new install strategy to remove onnxruntime and then install post wheels
---
 docker/main/Dockerfile                     | 12 +++-
 docker/main/requirements-wheels-nodeps.txt |  1 -
 docker/main/requirements-wheels-post.txt   |  3 +
 docker/main/requirements-wheels.txt        |  3 +-
 frigate/embeddings/embeddings.py           |  5 +-
 frigate/embeddings/functions/clip.py       | 65 +++++++++++++++++++++-
 6 files changed, 82 insertions(+), 7 deletions(-)
 delete mode 100644 docker/main/requirements-wheels-nodeps.txt
 create mode 100644 docker/main/requirements-wheels-post.txt

diff --git a/docker/main/Dockerfile b/docker/main/Dockerfile
index 4d238f29b5..3cd73cf95f 100644
--- a/docker/main/Dockerfile
+++ b/docker/main/Dockerfile
@@ -170,8 +170,8 @@ RUN /build_pysqlite3.sh
 COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
 RUN pip3 wheel --wheel-dir=/wheels -r /requirements-wheels.txt
 
-COPY docker/main/requirements-wheels-nodeps.txt /requirements-wheels-nodeps.txt
-RUN pip3 wheel --no-deps --wheel-dir=/wheels -r /requirements-wheels-nodeps.txt
+COPY docker/main/requirements-wheels-post.txt /requirements-wheels-post.txt
+RUN pip3 wheel --no-deps --wheel-dir=/wheels-post -r /requirements-wheels-post.txt
 
 
 # Collect deps in a single layer
@@ -215,6 +215,14 @@ RUN --mount=type=bind,from=wheels,source=/wheels,target=/deps/wheels \
     python3 -m pip install --upgrade pip && \
     pip3 install -U /deps/wheels/*.whl
 
+# We have to uninstall this dependency specifically
+# as it will break onnxruntime-openvino
+RUN pip3 uninstall -y onnxruntime
+
+RUN --mount=type=bind,from=wheels,source=/wheels-post,target=/deps/wheels \
+    python3 -m pip install --upgrade pip && \
+    pip3 install -U /deps/wheels/*.whl
+
 COPY --from=deps-rootfs / /
 
 RUN ldconfig
diff --git a/docker/main/requirements-wheels-nodeps.txt b/docker/main/requirements-wheels-nodeps.txt
deleted file mode 100644
index 84eac63c26..0000000000
--- a/docker/main/requirements-wheels-nodeps.txt
+++ /dev/null
@@ -1 +0,0 @@
-onnx_clip == 4.0.*
diff --git a/docker/main/requirements-wheels-post.txt b/docker/main/requirements-wheels-post.txt
new file mode 100644
index 0000000000..c4ed338444
--- /dev/null
+++ b/docker/main/requirements-wheels-post.txt
@@ -0,0 +1,3 @@
+# ONNX
+onnxruntime-openvino == 1.18.* ; platform_machine == 'x86_64'
+onnxruntime == 1.18.* ; platform_machine == 'aarch64'
\ No newline at end of file
diff --git a/docker/main/requirements-wheels.txt b/docker/main/requirements-wheels.txt
index 83265f0b78..639d4b3c84 100644
--- a/docker/main/requirements-wheels.txt
+++ b/docker/main/requirements-wheels.txt
@@ -30,10 +30,9 @@ ws4py == 0.5.*
 unidecode == 1.3.*
 # OpenVino & ONNX
 openvino == 2024.1.*
-onnxruntime-openvino == 1.18.* ; platform_machine == 'x86_64'
-onnxruntime == 1.18.* ; platform_machine == 'aarch64'
 # Embeddings
 chromadb == 0.5.0
+onnx_clip == 4.0.*
 # Generative AI
 google-generativeai == 0.6.*
 ollama == 0.2.*
diff --git a/frigate/embeddings/embeddings.py b/frigate/embeddings/embeddings.py
index 998738d50f..8179de15ec 100644
--- a/frigate/embeddings/embeddings.py
+++ b/frigate/embeddings/embeddings.py
@@ -85,7 +85,10 @@ def thumbnail(self) -> Collection:
     @property
     def description(self) -> Collection:
         return self.client.get_or_create_collection(
-            name="event_description", embedding_function=MiniLMEmbedding()
+            name="event_description",
+            embedding_function=MiniLMEmbedding(
+                preferred_providers=["CPUExecutionProvider"]
+            ),
         )
 
     def reindex(self) -> None:
diff --git a/frigate/embeddings/functions/clip.py b/frigate/embeddings/functions/clip.py
index 867938aff4..6e44033dff 100644
--- a/frigate/embeddings/functions/clip.py
+++ b/frigate/embeddings/functions/clip.py
@@ -1,9 +1,13 @@
 """CLIP Embeddings for Frigate."""
 
+import errno
+import logging
 import os
+from pathlib import Path
 from typing import Tuple, Union
 
 import onnxruntime as ort
+import requests
 from chromadb import EmbeddingFunction, Embeddings
 from chromadb.api.types import (
     Documents,
@@ -39,10 +43,69 @@ def _load_models(
         models = []
         for model_file in [IMAGE_MODEL_FILE, TEXT_MODEL_FILE]:
             path = os.path.join(MODEL_CACHE_DIR, "clip", model_file)
-            models.append(OnnxClip._load_model(path, silent))
+            models.append(Clip._load_model(path, silent))
 
         return models[0], models[1]
 
+    @staticmethod
+    def _load_model(path: str, silent: bool):
+        providers = ort.get_available_providers()
+        options = []
+
+        for provider in providers:
+            if provider == "TensorrtExecutionProvider":
+                options.append(
+                    {
+                        "trt_timing_cache_enable": True,
+                        "trt_timing_cache_path": "/config/model_cache/tensorrt/ort",
+                        "trt_engine_cache_enable": True,
+                        "trt_engine_cache_path": "/config/model_cache/tensorrt/ort/trt-engines",
+                    }
+                )
+            elif provider == "OpenVINOExecutionProvider":
+                options.append({"cache_dir": "/config/model_cache/openvino/ort"})
+            else:
+                options.append({})
+
+        try:
+            if os.path.exists(path):
+                return ort.InferenceSession(
+                    path, providers=providers, provider_options=options
+                )
+            else:
+                raise FileNotFoundError(
+                    errno.ENOENT,
+                    os.strerror(errno.ENOENT),
+                    path,
+                )
+        except Exception:
+            s3_url = f"https://lakera-clip.s3.eu-west-1.amazonaws.com/{os.path.basename(path)}"
+            if not silent:
+                logging.info(
+                    f"The model file ({path}) doesn't exist "
+                    f"or it is invalid. Downloading it from the public S3 "
+                    f"bucket: {s3_url}."  # noqa: E501
+                )
+
+            # Download from S3
+            # Saving to a temporary file first to avoid corrupting the file
+            temporary_filename = Path(path).with_name(os.path.basename(path) + ".part")
+
+            # Create any missing directories in the path
+            temporary_filename.parent.mkdir(parents=True, exist_ok=True)
+
+            with requests.get(s3_url, stream=True) as r:
+                r.raise_for_status()
+                with open(temporary_filename, "wb") as f:
+                    for chunk in r.iter_content(chunk_size=8192):
+                        f.write(chunk)
+                    f.flush()
+            # Finally move the temporary file to the correct location
+            temporary_filename.rename(path)
+            return ort.InferenceSession(
+                path, providers=provider, provider_options=options
+            )
+
 
 class ClipEmbedding(EmbeddingFunction):
     """Embedding function for CLIP model used in Chroma."""

From 38ff46e45cdaa686bb1ef94e4563856b9b898ebe Mon Sep 17 00:00:00 2001
From: gtsiam <gtsiam@windowslive.com>
Date: Tue, 17 Sep 2024 23:52:55 +0300
Subject: [PATCH 23/26] Rewrite yaml loader (#13803)

* Ignore entire __pycache__ folder instead of individual *.pyc files

* Rewrite the yaml loader to match PyYAML

The old implementation would fail in weird ways with configs that were
incorrect in just the right way. The new implementation just does what
PyYAML would do, only diverging in case of duplicate keys.

* Clarify duplicate yaml key ValueError message

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
---
 .gitignore                  |  2 +-
 frigate/config.py           |  7 +++---
 frigate/test/test_config.py |  5 +++--
 frigate/util/builtin.py     | 45 ++++++++++++++++++-------------------
 4 files changed, 30 insertions(+), 29 deletions(-)

diff --git a/.gitignore b/.gitignore
index 195708e2d4..11a147a6e7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,5 @@
 .DS_Store
-*.pyc
+__pycache__
 *.swp
 debug
 .vscode/*
diff --git a/frigate/config.py b/frigate/config.py
index ad96cebef8..af3ed07536 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -9,6 +9,7 @@
 from typing import Any, Dict, List, Optional, Tuple, Union
 
 import numpy as np
+import yaml
 from pydantic import (
     BaseModel,
     ConfigDict,
@@ -41,11 +42,11 @@
 )
 from frigate.plus import PlusApi
 from frigate.util.builtin import (
+    NoDuplicateKeysLoader,
     deep_merge,
     escape_special_characters,
     generate_color_palette,
     get_ffmpeg_arg_list,
-    load_config_with_no_duplicates,
 )
 from frigate.util.config import StreamInfoRetriever, get_relative_coordinates
 from frigate.util.image import create_mask
@@ -1764,7 +1765,7 @@ def parse_file(cls, config_file):
             raw_config = f.read()
 
         if config_file.endswith(YAML_EXT):
-            config = load_config_with_no_duplicates(raw_config)
+            config = yaml.load(raw_config, NoDuplicateKeysLoader)
         elif config_file.endswith(".json"):
             config = json.loads(raw_config)
 
@@ -1772,5 +1773,5 @@ def parse_file(cls, config_file):
 
     @classmethod
     def parse_raw(cls, raw_config):
-        config = load_config_with_no_duplicates(raw_config)
+        config = yaml.load(raw_config, NoDuplicateKeysLoader)
         return cls.model_validate(config)
diff --git a/frigate/test/test_config.py b/frigate/test/test_config.py
index c703de8930..1f0ff086dd 100644
--- a/frigate/test/test_config.py
+++ b/frigate/test/test_config.py
@@ -4,13 +4,14 @@
 from unittest.mock import patch
 
 import numpy as np
+import yaml
 from pydantic import ValidationError
 
 from frigate.config import BirdseyeModeEnum, FrigateConfig
 from frigate.const import MODEL_CACHE_DIR
 from frigate.detectors import DetectorTypeEnum
 from frigate.plus import PlusApi
-from frigate.util.builtin import deep_merge, load_config_with_no_duplicates
+from frigate.util.builtin import NoDuplicateKeysLoader, deep_merge
 
 
 class TestConfig(unittest.TestCase):
@@ -1537,7 +1538,7 @@ def test_fails_duplicate_keys(self):
         """
 
         self.assertRaises(
-            ValueError, lambda: load_config_with_no_duplicates(raw_config)
+            ValueError, lambda: yaml.load(raw_config, NoDuplicateKeysLoader)
         )
 
     def test_object_filter_ratios_work(self):
diff --git a/frigate/util/builtin.py b/frigate/util/builtin.py
index 2c3051fc06..413c8d8ce2 100644
--- a/frigate/util/builtin.py
+++ b/frigate/util/builtin.py
@@ -89,32 +89,31 @@ def deep_merge(dct1: dict, dct2: dict, override=False, merge_lists=False) -> dic
     return merged
 
 
-def load_config_with_no_duplicates(raw_config) -> dict:
-    """Get config ensuring duplicate keys are not allowed."""
+class NoDuplicateKeysLoader(yaml.loader.SafeLoader):
+    """A yaml SafeLoader that disallows duplicate keys"""
+
+    def construct_mapping(self, node, deep=False):
+        mapping = super().construct_mapping(node, deep=deep)
+
+        if len(node.value) != len(mapping):
+            # There's a duplicate key somewhere. Find it.
+            duplicate_keys = [
+                key
+                for key, count in Counter(
+                    self.construct_object(key, deep=deep) for key, _ in node.value
+                )
+                if count > 1
+            ]
 
-    # https://stackoverflow.com/a/71751051
-    # important to use SafeLoader here to avoid RCE
-    class PreserveDuplicatesLoader(yaml.loader.SafeLoader):
-        pass
+            # This might be possible if PyYAML's construct_mapping() changes the node
+            # afterwards for some reason? I don't see why, but better safe than sorry.
+            assert len(duplicate_keys) > 0
 
-    def map_constructor(loader, node, deep=False):
-        keys = [loader.construct_object(node, deep=deep) for node, _ in node.value]
-        vals = [loader.construct_object(node, deep=deep) for _, node in node.value]
-        key_count = Counter(keys)
-        data = {}
-        for key, val in zip(keys, vals):
-            if key_count[key] > 1:
-                raise ValueError(
-                    f"Config input {key} is defined multiple times for the same field, this is not allowed."
-                )
-            else:
-                data[key] = val
-        return data
+            raise ValueError(
+                f"Config field duplicates are not allowed, the following fields are duplicated in the config: {', '.join(duplicate_keys)}"
+            )
 
-    PreserveDuplicatesLoader.add_constructor(
-        yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG, map_constructor
-    )
-    return yaml.load(raw_config, PreserveDuplicatesLoader)
+        return mapping
 
 
 def clean_camera_user_pass(line: str) -> str:

From 1ed864201021d0a7907b3e93a654ff666c3d0a0b Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Tue, 17 Sep 2024 14:54:44 -0600
Subject: [PATCH 24/26] Refactor onnx providers (#13804)

* Ensure dirs exist for model caches

* Formatting

* Don't use tensorrt for embeddings
---
 frigate/detectors/plugins/onnx.py    | 12 +++++++++++-
 frigate/embeddings/functions/clip.py | 18 ++++++++++--------
 2 files changed, 21 insertions(+), 9 deletions(-)

diff --git a/frigate/detectors/plugins/onnx.py b/frigate/detectors/plugins/onnx.py
index ccd0ffc68d..117cdae020 100644
--- a/frigate/detectors/plugins/onnx.py
+++ b/frigate/detectors/plugins/onnx.py
@@ -1,4 +1,5 @@
 import logging
+import os
 
 import cv2
 import numpy as np
@@ -42,6 +43,9 @@ def __init__(self, detector_config: ONNXDetectorConfig):
 
         for provider in providers:
             if provider == "TensorrtExecutionProvider":
+                os.makedirs(
+                    "/config/model_cache/tensorrt/ort/trt-engines", exist_ok=True
+                )
                 options.append(
                     {
                         "trt_timing_cache_enable": True,
@@ -51,7 +55,13 @@ def __init__(self, detector_config: ONNXDetectorConfig):
                     }
                 )
             elif provider == "OpenVINOExecutionProvider":
-                options.append({"cache_dir": "/config/model_cache/openvino/ort"})
+                os.makedirs("/config/model_cache/openvino/ort", exist_ok=True)
+                options.append(
+                    {
+                        "cache_dir": "/config/model_cache/openvino/ort",
+                        "device_type": "GPU",
+                    }
+                )
             else:
                 options.append({})
 
diff --git a/frigate/embeddings/functions/clip.py b/frigate/embeddings/functions/clip.py
index 6e44033dff..8a5a057750 100644
--- a/frigate/embeddings/functions/clip.py
+++ b/frigate/embeddings/functions/clip.py
@@ -49,22 +49,24 @@ def _load_models(
 
     @staticmethod
     def _load_model(path: str, silent: bool):
-        providers = ort.get_available_providers()
+        providers = []
         options = []
 
-        for provider in providers:
+        for provider in ort.get_available_providers():
             if provider == "TensorrtExecutionProvider":
+                continue
+            elif provider == "OpenVINOExecutionProvider":
+                # TODO need to verify openvino works correctly
+                os.makedirs("/config/model_cache/openvino/ort", exist_ok=True)
+                providers.append(provider)
                 options.append(
                     {
-                        "trt_timing_cache_enable": True,
-                        "trt_timing_cache_path": "/config/model_cache/tensorrt/ort",
-                        "trt_engine_cache_enable": True,
-                        "trt_engine_cache_path": "/config/model_cache/tensorrt/ort/trt-engines",
+                        "cache_dir": "/config/model_cache/openvino/ort",
+                        "device_type": "GPU",
                     }
                 )
-            elif provider == "OpenVINOExecutionProvider":
-                options.append({"cache_dir": "/config/model_cache/openvino/ort"})
             else:
+                providers.append(provider)
                 options.append({})
 
         try:

From ff9e1da1deffb0b5718e49893e9cb9392080f509 Mon Sep 17 00:00:00 2001
From: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Date: Tue, 17 Sep 2024 16:03:22 -0500
Subject: [PATCH 25/26] Revert "Rewrite yaml loader (#13803)" (#13805)

This reverts commit 38ff46e45cdaa686bb1ef94e4563856b9b898ebe.
---
 .gitignore                  |  2 +-
 frigate/config.py           |  7 +++---
 frigate/test/test_config.py |  5 ++---
 frigate/util/builtin.py     | 45 +++++++++++++++++++------------------
 4 files changed, 29 insertions(+), 30 deletions(-)

diff --git a/.gitignore b/.gitignore
index 11a147a6e7..195708e2d4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,5 @@
 .DS_Store
-__pycache__
+*.pyc
 *.swp
 debug
 .vscode/*
diff --git a/frigate/config.py b/frigate/config.py
index af3ed07536..ad96cebef8 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -9,7 +9,6 @@
 from typing import Any, Dict, List, Optional, Tuple, Union
 
 import numpy as np
-import yaml
 from pydantic import (
     BaseModel,
     ConfigDict,
@@ -42,11 +41,11 @@
 )
 from frigate.plus import PlusApi
 from frigate.util.builtin import (
-    NoDuplicateKeysLoader,
     deep_merge,
     escape_special_characters,
     generate_color_palette,
     get_ffmpeg_arg_list,
+    load_config_with_no_duplicates,
 )
 from frigate.util.config import StreamInfoRetriever, get_relative_coordinates
 from frigate.util.image import create_mask
@@ -1765,7 +1764,7 @@ def parse_file(cls, config_file):
             raw_config = f.read()
 
         if config_file.endswith(YAML_EXT):
-            config = yaml.load(raw_config, NoDuplicateKeysLoader)
+            config = load_config_with_no_duplicates(raw_config)
         elif config_file.endswith(".json"):
             config = json.loads(raw_config)
 
@@ -1773,5 +1772,5 @@ def parse_file(cls, config_file):
 
     @classmethod
     def parse_raw(cls, raw_config):
-        config = yaml.load(raw_config, NoDuplicateKeysLoader)
+        config = load_config_with_no_duplicates(raw_config)
         return cls.model_validate(config)
diff --git a/frigate/test/test_config.py b/frigate/test/test_config.py
index 1f0ff086dd..c703de8930 100644
--- a/frigate/test/test_config.py
+++ b/frigate/test/test_config.py
@@ -4,14 +4,13 @@
 from unittest.mock import patch
 
 import numpy as np
-import yaml
 from pydantic import ValidationError
 
 from frigate.config import BirdseyeModeEnum, FrigateConfig
 from frigate.const import MODEL_CACHE_DIR
 from frigate.detectors import DetectorTypeEnum
 from frigate.plus import PlusApi
-from frigate.util.builtin import NoDuplicateKeysLoader, deep_merge
+from frigate.util.builtin import deep_merge, load_config_with_no_duplicates
 
 
 class TestConfig(unittest.TestCase):
@@ -1538,7 +1537,7 @@ def test_fails_duplicate_keys(self):
         """
 
         self.assertRaises(
-            ValueError, lambda: yaml.load(raw_config, NoDuplicateKeysLoader)
+            ValueError, lambda: load_config_with_no_duplicates(raw_config)
         )
 
     def test_object_filter_ratios_work(self):
diff --git a/frigate/util/builtin.py b/frigate/util/builtin.py
index 413c8d8ce2..2c3051fc06 100644
--- a/frigate/util/builtin.py
+++ b/frigate/util/builtin.py
@@ -89,31 +89,32 @@ def deep_merge(dct1: dict, dct2: dict, override=False, merge_lists=False) -> dic
     return merged
 
 
-class NoDuplicateKeysLoader(yaml.loader.SafeLoader):
-    """A yaml SafeLoader that disallows duplicate keys"""
-
-    def construct_mapping(self, node, deep=False):
-        mapping = super().construct_mapping(node, deep=deep)
-
-        if len(node.value) != len(mapping):
-            # There's a duplicate key somewhere. Find it.
-            duplicate_keys = [
-                key
-                for key, count in Counter(
-                    self.construct_object(key, deep=deep) for key, _ in node.value
-                )
-                if count > 1
-            ]
+def load_config_with_no_duplicates(raw_config) -> dict:
+    """Get config ensuring duplicate keys are not allowed."""
 
-            # This might be possible if PyYAML's construct_mapping() changes the node
-            # afterwards for some reason? I don't see why, but better safe than sorry.
-            assert len(duplicate_keys) > 0
+    # https://stackoverflow.com/a/71751051
+    # important to use SafeLoader here to avoid RCE
+    class PreserveDuplicatesLoader(yaml.loader.SafeLoader):
+        pass
 
-            raise ValueError(
-                f"Config field duplicates are not allowed, the following fields are duplicated in the config: {', '.join(duplicate_keys)}"
-            )
+    def map_constructor(loader, node, deep=False):
+        keys = [loader.construct_object(node, deep=deep) for node, _ in node.value]
+        vals = [loader.construct_object(node, deep=deep) for _, node in node.value]
+        key_count = Counter(keys)
+        data = {}
+        for key, val in zip(keys, vals):
+            if key_count[key] > 1:
+                raise ValueError(
+                    f"Config input {key} is defined multiple times for the same field, this is not allowed."
+                )
+            else:
+                data[key] = val
+        return data
 
-        return mapping
+    PreserveDuplicatesLoader.add_constructor(
+        yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG, map_constructor
+    )
+    return yaml.load(raw_config, PreserveDuplicatesLoader)
 
 
 def clean_camera_user_pass(line: str) -> str:

From e44a9e8921874756228fb6522e4356d2889f2fb2 Mon Sep 17 00:00:00 2001
From: Nicolas Mowen <nickmowen213@gmail.com>
Date: Tue, 17 Sep 2024 16:20:18 -0600
Subject: [PATCH 26/26] Use cpu provider for embeddings models (#13806)

---
 frigate/embeddings/functions/clip.py | 28 +++-------------------------
 1 file changed, 3 insertions(+), 25 deletions(-)

diff --git a/frigate/embeddings/functions/clip.py b/frigate/embeddings/functions/clip.py
index 8a5a057750..a4e75a510d 100644
--- a/frigate/embeddings/functions/clip.py
+++ b/frigate/embeddings/functions/clip.py
@@ -49,31 +49,11 @@ def _load_models(
 
     @staticmethod
     def _load_model(path: str, silent: bool):
-        providers = []
-        options = []
-
-        for provider in ort.get_available_providers():
-            if provider == "TensorrtExecutionProvider":
-                continue
-            elif provider == "OpenVINOExecutionProvider":
-                # TODO need to verify openvino works correctly
-                os.makedirs("/config/model_cache/openvino/ort", exist_ok=True)
-                providers.append(provider)
-                options.append(
-                    {
-                        "cache_dir": "/config/model_cache/openvino/ort",
-                        "device_type": "GPU",
-                    }
-                )
-            else:
-                providers.append(provider)
-                options.append({})
+        providers = ["CPUExecutionProvider"]
 
         try:
             if os.path.exists(path):
-                return ort.InferenceSession(
-                    path, providers=providers, provider_options=options
-                )
+                return ort.InferenceSession(path, providers=providers)
             else:
                 raise FileNotFoundError(
                     errno.ENOENT,
@@ -104,9 +84,7 @@ def _load_model(path: str, silent: bool):
                     f.flush()
             # Finally move the temporary file to the correct location
             temporary_filename.rename(path)
-            return ort.InferenceSession(
-                path, providers=provider, provider_options=options
-            )
+            return ort.InferenceSession(path, providers=providers)
 
 
 class ClipEmbedding(EmbeddingFunction):