objectifier/objectifier-module.nix

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{ config, lib, pkgs, ... }:
with lib;
let
cfg = config.services.objectifier;
pythonYolo = pkgs.python3.withPackages (pyPkgs:
with pyPkgs; [
fastapi
gunicorn
opencv4
python-multipart
uvicorn
]);
in {
options.services.objectifier = with types; {
enable = mkEnableOption "Enable Objectifier object-detection web sevice.";
port = mkOption {
type = port;
description = "Port on which to run the Objectifier web service.";
default = 5121;
};
workers = mkOption {
type = int;
description = "Number of worker threads to launch.";
default = 3;
};
pool-size = mkOption {
type = int;
description = "Number of nets to initialize.";
default = 5;
};
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listen-addresses = mkOption {
type = listOf str;
description =
"List of IP addresses on which to listen for incoming requests.";
default = [ "127.0.0.1" ];
};
detection-timeout = mkOption {
type = int;
description = "Time in seconds to allow for detection to start.";
default = 5;
};
hostname = mkOption {
type = nullOr str;
description = "Hostname on which to listen for requests.";
default = null;
};
cleanup = {
max_file_age = mkOption {
type = int;
description =
"Maximum age of a file (in seconds), after which it will be removed.";
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default = (60 * 60 * 8); # 8 hours
};
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delay = mkOption {
type = int;
description = "Time between cleanup sweeps.";
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default = (60 * 10); # 10 minutes
};
};
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};
config = mkIf cfg.enable {
services.nginx = mkIf (!isNull cfg.hostname) {
enable = true;
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recommendedOptimisation = true;
recommendedProxySettings = true;
recommendedGzipSettings = true;
virtualHosts."${cfg.hostname}" = {
locations."/".proxyPass = "http://127.0.0.1:${toString cfg.port}";
};
};
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systemd.services = {
objectifier = {
after = [ "network-online.target" ];
wantedBy = [ "multi-user.target" ];
environment = {
OBJECTIFIER_YOLOV3_CONFIG = "${pkgs.yolov3-data}/yolov3.cfg";
OBJECTIFIER_YOLOV3_WEIGHTS = "${pkgs.yolov3-data}/yolov3.weights";
OBJECTIFIER_YOLOV3_LABELS = "${pkgs.yolov3-data}/labels";
OBJECTIFIER_BUFFER_SIZE = "524288";
OBJECTIFIER_CLEANUP_MAX_AGE = toString cfg.cleanup.max_file_age;
OBJECTIFIER_CLEANUP_DELAY = toString cfg.cleanup.delay;
OBJECTIFIER_TIMEOUT = toString cfg.detection-timeout;
OBJECTIFIER_POOL_SIZE = toString cfg.pool-size;
};
serviceConfig = {
PrivateUsers = true;
PrivateDevices = true;
PrivateTmp = true;
PrivateMounts = true;
ProtectControlGroups = true;
ProtectKernelTunables = true;
ProtectKernelModules = true;
ProtectSystem = true;
ProtectHostname = true;
ProtectHome = true;
ProtectClock = true;
ProtectKernelLogs = true;
# DynamicUser = true;
MemoryDenyWriteExecute = true;
RestrictRealtime = true;
LockPersonality = true;
PermissionsStartOnly = true;
WorkingDirectory = "${pkgs.objectifier}";
StateDirectory = "objectifier";
CacheDirectory = "objectifier";
RuntimeDirectory = "objectifier";
LimitNOFILE = 4096;
Restart = "on-failure";
RestartSec = "5s";
Type = "simple";
ExecStart = let
bindClause = concatStringsSep " "
(map (addr: "--bind ${addr}:${toString cfg.port}")
cfg.listen-addresses);
in (concatStringsSep " " [
"${pkgs.objectifier}/bin/objectifier"
bindClause
"--workers ${toString cfg.workers}"
]);
};
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};
};
};
}