backend/python-services/docker-compose.test.yml

# STARRY ML Services - Test Docker Compose
#
# Simplified configuration for testing individual services.
# Uses a single all-in-one image to minimize build time.
#
# Usage:
#   docker compose -f docker-compose.test.yml build
#   docker compose -f docker-compose.test.yml up layout
#   docker compose -f docker-compose.test.yml up ocr

services:
  layout:
    build:
      context: ../../..
      dockerfile: backend/python-services/Dockerfile
      target: all-in-one
    container_name: starry-layout-test
    ports:
      - "12022:12022"
    volumes:
      - /home/camus/data/models/starry/starry-dist:/models/starry-dist:ro
      - /home/camus/work/deep-starry:/app/deep-starry:ro
    environment:
      - CUDA_VISIBLE_DEVICES=0
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]
    working_dir: /app/deep-starry
    command: >
      python streamPredictor.py
      /models/starry-dist/20221125-scorelayout-1121-residue-u-d4-w64-d4-w64
      -p 12022 -dv cuda -m layout

  mask:
    build:
      context: ../../..
      dockerfile: backend/python-services/Dockerfile
      target: all-in-one
    container_name: starry-mask-test
    ports:
      - "12024:12024"
    volumes:
      - /home/camus/data/models/starry/starry-dist:/models/starry-dist:ro
      - /home/camus/work/deep-starry:/app/deep-starry:ro
    environment:
      - CUDA_VISIBLE_DEVICES=0
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]
    working_dir: /app/deep-starry
    command: >
      python streamPredictor.py
      /models/starry-dist/20210918-scorewidgets.mask-unet-5-32
      -p 12024 -dv cuda -m mask

  semantic:
    build:
      context: ../../..
      dockerfile: backend/python-services/Dockerfile
      target: all-in-one
    container_name: starry-semantic-test
    ports:
      - "12025:12025"
    volumes:
      - /home/camus/data/models/starry/starry-dist:/models/starry-dist:ro
      - /home/camus/work/deep-starry:/app/deep-starry:ro
    environment:
      - CUDA_VISIBLE_DEVICES=0
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]
    working_dir: /app/deep-starry
    command: >
      python streamPredictor.py
      /models/starry-dist/202302-semanticCluster
      -p 12025 -dv cuda -m semanticCluster

  loc:
    build:
      context: ../../..
      dockerfile: backend/python-services/Dockerfile
      target: all-in-one
    container_name: starry-loc-test
    ports:
      - "12026:12026"
    volumes:
      - /home/camus/data/models/starry/ocr-dist:/models/ocr-dist:ro
      - /home/camus/work/starry-ocr:/app/starry-ocr:ro
    environment:
      - CUDA_VISIBLE_DEVICES=0
      - LOG_DIR=/tmp/starry-logs
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]
    working_dir: /app/starry-ocr
    command: >
      python locPredictor.py
      -w /models/ocr-dist/DB_gc_loc/v6/model_epoch_88_minibatch_15300
      -p 12026 -dv cuda

  ocr:
    build:
      context: ../../..
      dockerfile: backend/python-services/Dockerfile
      target: all-in-one
    container_name: starry-ocr-test
    ports:
      - "12027:12027"
    volumes:
      - /home/camus/data/models/starry/ocr-dist:/models/ocr-dist:ro
      - /home/camus/work/starry-ocr:/app/starry-ocr:ro
    environment:
      - CUDA_VISIBLE_DEVICES=-1
      - TF_USE_LEGACY_KERAS=1
      - LOG_DIR=/tmp/starry-logs
    working_dir: /app/starry-ocr
    command: >
      python ocrPredictor.py
      /models/ocr-dist/ocr.yaml
      -p 12027

  brackets:
    build:
      context: ../../..
      dockerfile: backend/python-services/Dockerfile
      target: all-in-one
    container_name: starry-brackets-test
    ports:
      - "12028:12028"
    volumes:
      - /home/camus/data/models/starry/ocr-dist:/models/ocr-dist:ro
      - /home/camus/work/starry-ocr:/app/starry-ocr:ro
    environment:
      - CUDA_VISIBLE_DEVICES=-1
      - TF_USE_LEGACY_KERAS=1
      - LOG_DIR=/tmp/starry-logs
    working_dir: /app/starry-ocr
    command: >
      python bracketsPredictor.py
      /models/ocr-dist/brackets.yaml
      -p 12028