depot/third_party/nixpkgs/nixos/modules/services/home-automation/wyoming/faster-whisper.nix
Default email 587713944a Project import generated by Copybara.
GitOrigin-RevId: 6143fc5eeb9c4f00163267708e26191d1e918932
2024-04-21 17:54:59 +02:00

181 lines
5.7 KiB
Nix

{ config
, lib
, pkgs
, ...
}:
let
cfg = config.services.wyoming.faster-whisper;
inherit (lib)
escapeShellArgs
mkOption
mkEnableOption
mkPackageOption
types
;
inherit (builtins)
toString
;
in
{
options.services.wyoming.faster-whisper = with types; {
package = mkPackageOption pkgs "wyoming-faster-whisper" { };
servers = mkOption {
default = {};
description = ''
Attribute set of faster-whisper instances to spawn.
'';
type = types.attrsOf (types.submodule (
{ ... }: {
options = {
enable = mkEnableOption "Wyoming faster-whisper server";
model = mkOption {
type = str;
default = "tiny-int8";
example = "Systran/faster-distil-whisper-small.en";
description = ''
Name of the voice model to use.
Check the [2.0.0 release notes](https://github.com/rhasspy/wyoming-faster-whisper/releases/tag/v2.0.0) for possible values.
'';
};
uri = mkOption {
type = strMatching "^(tcp|unix)://.*$";
example = "tcp://0.0.0.0:10300";
description = ''
URI to bind the wyoming server to.
'';
};
device = mkOption {
# https://opennmt.net/CTranslate2/python/ctranslate2.models.Whisper.html#
type = types.enum [
"cpu"
"cuda"
"auto"
];
default = "cpu";
description = ''
Determines the platform faster-whisper is run on. CPU works everywhere, CUDA requires a compatible NVIDIA GPU.
'';
};
language = mkOption {
type = enum [
# https://github.com/home-assistant/addons/blob/master/whisper/config.yaml#L20
"auto" "af" "am" "ar" "as" "az" "ba" "be" "bg" "bn" "bo" "br" "bs" "ca" "cs" "cy" "da" "de" "el" "en" "es" "et" "eu" "fa" "fi" "fo" "fr" "gl" "gu" "ha" "haw" "he" "hi" "hr" "ht" "hu" "hy" "id" "is" "it" "ja" "jw" "ka" "kk" "km" "kn" "ko" "la" "lb" "ln" "lo" "lt" "lv" "mg" "mi" "mk" "ml" "mn" "mr" "ms" "mt" "my" "ne" "nl" "nn" "no" "oc" "pa" "pl" "ps" "pt" "ro" "ru" "sa" "sd" "si" "sk" "sl" "sn" "so" "sq" "sr" "su" "sv" "sw" "ta" "te" "tg" "th" "tk" "tl" "tr" "tt" "uk" "ur" "uz" "vi" "yi" "yo" "zh"
];
example = "en";
description = ''
The language used to to parse words and sentences.
'';
};
beamSize = mkOption {
type = ints.unsigned;
default = 1;
example = 5;
description = ''
The number of beams to use in beam search.
'';
apply = toString;
};
extraArgs = mkOption {
type = listOf str;
default = [ ];
description = ''
Extra arguments to pass to the server commandline.
'';
apply = escapeShellArgs;
};
};
}
));
};
};
config = let
inherit (lib)
mapAttrs'
mkIf
nameValuePair
;
in mkIf (cfg.servers != {}) {
systemd.services = mapAttrs' (server: options:
nameValuePair "wyoming-faster-whisper-${server}" {
inherit (options) enable;
description = "Wyoming faster-whisper server instance ${server}";
after = [
"network-online.target"
];
wantedBy = [
"multi-user.target"
];
serviceConfig = {
DynamicUser = true;
User = "wyoming-faster-whisper";
StateDirectory = "wyoming/faster-whisper";
# https://github.com/home-assistant/addons/blob/master/whisper/rootfs/etc/s6-overlay/s6-rc.d/whisper/run
ExecStart = ''
${cfg.package}/bin/wyoming-faster-whisper \
--data-dir $STATE_DIRECTORY \
--download-dir $STATE_DIRECTORY \
--uri ${options.uri} \
--device ${options.device} \
--model ${options.model} \
--language ${options.language} \
--beam-size ${options.beamSize} ${options.extraArgs}
'';
CapabilityBoundingSet = "";
DeviceAllow = if builtins.elem options.device [ "cuda" "auto" ] then [
# https://docs.nvidia.com/dgx/pdf/dgx-os-5-user-guide.pdf
# CUDA not working? Check DeviceAllow and PrivateDevices first!
"/dev/nvidia0"
"/dev/nvidia1"
"/dev/nvidia2"
"/dev/nvidia3"
"/dev/nvidia4"
"/dev/nvidia-caps/nvidia-cap1"
"/dev/nvidia-caps/nvidia-cap2"
"/dev/nvidiactl"
"/dev/nvidia-modeset"
"/dev/nvidia-uvm"
"/dev/nvidia-uvm-tools"
] else "";
DevicePolicy = "closed";
LockPersonality = true;
MemoryDenyWriteExecute = true;
PrivateUsers = true;
ProtectHome = true;
ProtectHostname = true;
ProtectKernelLogs = true;
ProtectKernelModules = true;
ProtectKernelTunables = true;
ProtectControlGroups = true;
ProtectProc = "invisible";
ProcSubset = "pid";
RestrictAddressFamilies = [
"AF_INET"
"AF_INET6"
"AF_UNIX"
];
RestrictNamespaces = true;
RestrictRealtime = true;
SystemCallArchitectures = "native";
SystemCallFilter = [
"@system-service"
"~@privileged"
];
UMask = "0077";
};
}) cfg.servers;
};
}