infra-docker-configs/servers/unraid/tail2-pose-server/compose.yaml

services:
  prepare:
    image: alpine:3.21.2
    container_name: tail2-pose-prepare
    restart: "no"
    volumes:
      - /mnt/user/appdata/tail2-pose-server:/target
      - ./:/source:ro
    command:
      - /bin/sh
      - -ec
      - |
        install -d -m 0755 /target/app /target/config /target/models /target/logs /target/secrets
        test ! -e /target/.foreign-project || { echo 'foreign project marker found'; exit 1; }
        cp -a /source/app/. /target/app/
        cp -a /source/config/. /target/config/
        cp /source/compose.yaml /source/requirements.lock /source/DEPLOYMENT.md /target/
        if [ ! -s /target/secrets/api-token ]; then
          umask 077
          printf 'tail2_%s' "$$(head -c 48 /dev/urandom | base64 | tr -d '\n=/+')" > /target/secrets/api-token
        fi
        chmod 600 /target/secrets/api-token
        touch /target/.tail2-pose-server-managed

  models:
    image: curlimages/curl:8.11.1
    container_name: tail2-pose-models
    restart: "no"
    user: "0:0"
    volumes:
      - /mnt/user/appdata/tail2-pose-server/models:/models
    command:
      - /bin/sh
      - -ec
      - |
        fetch() {
          if [ ! -s "$$2" ]; then
            curl --fail --location --retry 5 --output "$$2.part" "$$1"
            test -s "$$2.part"
            mv "$$2.part" "$$2"
          fi
        }
        fetch https://github.com/open-mmlab/mmdetection/archive/refs/tags/v3.2.0.tar.gz /models/mmdetection-v3.2.0.tar.gz
        fetch https://github.com/open-mmlab/mmpose/archive/refs/tags/v1.3.2.tar.gz /models/mmpose-v1.3.2.tar.gz
        test -d /models/mmdetection/configs || { mkdir -p /models/mmdetection && tar -xzf /models/mmdetection-v3.2.0.tar.gz --strip-components=1 -C /models/mmdetection; }
        test -d /models/mmpose/configs || { mkdir -p /models/mmpose && tar -xzf /models/mmpose-v1.3.2.tar.gz --strip-components=1 -C /models/mmpose; }
        fetch https://download.openmmlab.com/mmdetection/v3.0/rtmdet/rtmdet_m_8xb32-300e_coco/rtmdet_m_8xb32-300e_coco_20220719_112220-229f527c.pth /models/rtmdet_m_8xb32-300e_coco_20220719_112220-229f527c.pth
        fetch https://download.openmmlab.com/mmdetection/v3.0/rtmdet/rtmdet_tiny_8xb32-300e_coco/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth /models/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth
        fetch https://download.openmmlab.com/mmpose/v1/projects/rtmw/rtmw-dw-x-l_simcc-cocktail14_270e-256x192-20231122.pth /models/rtmw-dw-x-l_simcc-cocktail14_270e-256x192-20231122.pth
        fetch https://download.openmmlab.com/mmpose/v1/projects/rtmw/rtmw-dw-l-m_simcc-cocktail14_270e-256x192-20231122.pth /models/rtmw-dw-l-m_simcc-cocktail14_270e-256x192-20231122.pth
        sha256sum /models/*.pth > /models/SHA256SUMS
        chmod -R a-w /models

  tail2-pose-server:
    image: tail2-pose-server:0.1.0
    build:
      context: .
      dockerfile: Dockerfile
    container_name: tail2-pose-server
    network_mode: host
    gpus: all
    init: true
    restart: unless-stopped
    shm_size: 2gb
    read_only: true
    depends_on:
      prepare:
        condition: service_completed_successfully
      models:
        condition: service_completed_successfully
    tmpfs:
      - /tmp:size=512m,mode=1777
    volumes:
      - /mnt/user/appdata/tail2-pose-server/app:/app:ro
      - /mnt/user/appdata/tail2-pose-server/config:/config:ro
      - /mnt/user/appdata/tail2-pose-server/models:/models:ro
      - /mnt/user/appdata/tail2-pose-server/logs:/logs
      - /mnt/user/appdata/tail2-pose-server/secrets/api-token:/run/secrets/api-token:ro
    environment:
      PYTHONPATH: /app
      API_BIND: 0.0.0.0
      API_PORT: "18120"
      API_TOKEN_FILE: /run/secrets/api-token
      NDI_SOURCE_NAME: TAIL 2_1621D2 (OBSBOT)
      NDI_SOURCE_IP: 192.168.50.207
      MODEL_PROFILE: balanced
      BENCHMARK_PROFILE: rtmdet-tiny_rtmw-m_gpu1_fp32_final
      MAX_PEOPLE: "4"
      DETECTION_THRESHOLD: "0.35"
      NMS_IOU_THRESHOLD: "0.60"
      FRAME_QUEUE_SIZE: "1"
      LATEST_FRAME_ONLY: "true"
      SAVE_FRAMES: "false"
      SAVE_CROPS: "false"
      LOG_COORDINATES: "false"
      CUDA_VISIBLE_DEVICES: "1"
      DETECTOR_NAME: rtmdet-tiny-person
      DET_CONFIG: /models/mmdetection/configs/rtmdet/rtmdet_tiny_8xb32-300e_coco.py
      DET_CHECKPOINT: /models/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth
      POSE_NAME: rtmw-m-256x192
      POSE_CONFIG: /models/mmpose/configs/wholebody_2d_keypoint/rtmpose/cocktail14/rtmw-m_8xb1024-270e_cocktail14-256x192.py
      POSE_CHECKPOINT: /models/rtmw-dw-l-m_simcc-cocktail14_270e-256x192-20231122.pth
    healthcheck:
      test: ["CMD", "python", "-c", "import json,pathlib,urllib.request; t=pathlib.Path('/run/secrets/api-token').read_text().strip(); r=urllib.request.Request('http://127.0.0.1:18120/v1/health',headers={'Authorization':'Bearer '+t}); raise SystemExit(0 if json.load(urllib.request.urlopen(r,timeout=3))['ready'] else 1)"]
      interval: 15s
      timeout: 5s
      retries: 6
      start_period: 180s

  validate:
    image: tail2-pose-server:0.1.0
    container_name: tail2-pose-validate
    network_mode: host
    gpus: all
    restart: "no"
    environment:
      DETECTOR_NAME: rtmdet-tiny-person
      BENCHMARK_PROFILE: rtmdet-tiny_rtmw-m_gpu1_fp32_final
    entrypoint: ["/bin/bash", "-lc"]
    depends_on:
      tail2-pose-server:
        condition: service_healthy
    volumes:
      - /mnt/user/appdata/tail2-pose-server/app:/app:ro
      - ./tests:/tests:ro
      - /mnt/user/appdata/tail2-pose-server/models:/models:ro
      - /mnt/user/appdata/tail2-pose-server/logs:/logs:ro
      - /mnt/user/appdata/tail2-pose-server/secrets/api-token:/run/secrets/api-token:ro
      - ./validation:/validation
    command:
      - |
        set -euo pipefail
        chmod -R a+rwX /validation
        python -m pytest -q /tests > /validation/unit-tests.txt 2>&1
        python /app/tail2/validate_runtime.py > /validation/runtime.json
        python -m pip freeze | sort > /validation/pip-freeze.txt
        python /app/tail2/version_report.py > /validation/runtime-versions.json
        find / -xdev -type f -name 'libndi.so*' -print > /validation/ndi-runtime-files.txt 2>/dev/null || true
        nvidia-smi --query-gpu=name,driver_version,memory.total,memory.used,temperature.gpu --format=csv,noheader > /validation/gpu.csv
        sha256sum /models/*.pth > /validation/model-sha256.txt
        cp /logs/offline-benchmark-$${BENCHMARK_PROFILE:-unknown}.json /validation/offline-benchmark.json
        chmod 0666 /validation/*.txt /validation/*.json /validation/*.csv

  soak:
    image: tail2-pose-server:0.1.0
    container_name: tail2-pose-soak
    network_mode: host
    restart: "no"
    environment:
      DETECTOR_NAME: rtmdet-tiny-person
      BENCHMARK_PROFILE: rtmdet-tiny_rtmw-m_gpu1_fp32_final
    entrypoint: ["/bin/bash", "-lc"]
    depends_on:
      tail2-pose-server:
        condition: service_healthy
    volumes:
      - /mnt/user/appdata/tail2-pose-server/app:/app:ro
      - /mnt/user/appdata/tail2-pose-server/secrets/api-token:/run/secrets/api-token:ro
      - ./validation:/validation
    command:
      - |
        set -euo pipefail
        chmod -R a+rwX /validation
        test -s /validation/soak-$${BENCHMARK_PROFILE}-10m.json || python /app/tail2/soak.py
        chmod 0666 /validation/soak-$${BENCHMARK_PROFILE}-10m.json