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docker-compose-triton-gpu.yml
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docker-compose-triton-gpu.yml
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version: "3"
services:
zookeeper:
image: bitnami/zookeeper:3.7.0
container_name: clearml-serving-zookeeper
# ports:
# - "2181:2181"
environment:
- ALLOW_ANONYMOUS_LOGIN=yes
networks:
- clearml-serving-backend
kafka:
image: bitnami/kafka:3.1.1
container_name: clearml-serving-kafka
# ports:
# - "9092:9092"
environment:
- KAFKA_BROKER_ID=1
- KAFKA_CFG_LISTENERS=PLAINTEXT://clearml-serving-kafka:9092
- KAFKA_CFG_ADVERTISED_LISTENERS=PLAINTEXT://clearml-serving-kafka:9092
- KAFKA_CFG_ZOOKEEPER_CONNECT=clearml-serving-zookeeper:2181
- ALLOW_PLAINTEXT_LISTENER=yes
- KAFKA_CREATE_TOPICS="topic_test:1:1"
depends_on:
- zookeeper
networks:
- clearml-serving-backend
prometheus:
image: prom/prometheus:v2.34.0
container_name: clearml-serving-prometheus
volumes:
- ./prometheus.yml:/prometheus.yml
command:
- '--config.file=/prometheus.yml'
- '--storage.tsdb.path=/prometheus'
- '--web.console.libraries=/etc/prometheus/console_libraries'
- '--web.console.templates=/etc/prometheus/consoles'
- '--storage.tsdb.retention.time=200h'
- '--web.enable-lifecycle'
restart: unless-stopped
# ports:
# - "9090:9090"
depends_on:
- clearml-serving-statistics
networks:
- clearml-serving-backend
alertmanager:
image: prom/alertmanager:v0.23.0
container_name: clearml-serving-alertmanager
restart: unless-stopped
# ports:
# - "9093:9093"
depends_on:
- prometheus
- grafana
networks:
- clearml-serving-backend
grafana:
image: grafana/grafana:8.4.4-ubuntu
container_name: clearml-serving-grafana
volumes:
- './datasource.yml:/etc/grafana/provisioning/datasources/datasource.yaml'
restart: unless-stopped
ports:
- "3000:3000"
depends_on:
- prometheus
networks:
- clearml-serving-backend
clearml-serving-inference:
image: allegroai/clearml-serving-inference:latest
container_name: clearml-serving-inference
restart: unless-stopped
# optimize perforamnce
security_opt:
- seccomp:unconfined
ports:
- "8080:8080"
environment:
CLEARML_WEB_HOST: ${CLEARML_WEB_HOST:-https://app.clear.ml}
CLEARML_API_HOST: ${CLEARML_API_HOST:-https://api.clear.ml}
CLEARML_FILES_HOST: ${CLEARML_FILES_HOST:-https://files.clear.ml}
CLEARML_API_ACCESS_KEY: ${CLEARML_API_ACCESS_KEY}
CLEARML_API_SECRET_KEY: ${CLEARML_API_SECRET_KEY}
CLEARML_SERVING_TASK_ID: ${CLEARML_SERVING_TASK_ID:-}
CLEARML_SERVING_PORT: ${CLEARML_SERVING_PORT:-8080}
CLEARML_SERVING_POLL_FREQ: ${CLEARML_SERVING_POLL_FREQ:-1.0}
CLEARML_DEFAULT_BASE_SERVE_URL: ${CLEARML_DEFAULT_BASE_SERVE_URL:-http://127.0.0.1:8080/serve}
CLEARML_DEFAULT_KAFKA_SERVE_URL: ${CLEARML_DEFAULT_KAFKA_SERVE_URL:-clearml-serving-kafka:9092}
CLEARML_DEFAULT_TRITON_GRPC_ADDR: ${CLEARML_DEFAULT_TRITON_GRPC_ADDR:-clearml-serving-triton:8001}
CLEARML_USE_GUNICORN: ${CLEARML_USE_GUNICORN:-}
CLEARML_SERVING_NUM_PROCESS: ${CLEARML_SERVING_NUM_PROCESS:-}
CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}
AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
depends_on:
- kafka
- clearml-serving-triton
networks:
- clearml-serving-backend
clearml-serving-triton:
image: allegroai/clearml-serving-triton:latest
container_name: clearml-serving-triton
restart: unless-stopped
# optimize perforamnce
security_opt:
- seccomp:unconfined
# ports:
# - "8001:8001"
environment:
CLEARML_WEB_HOST: ${CLEARML_WEB_HOST:-https://app.clear.ml}
CLEARML_API_HOST: ${CLEARML_API_HOST:-https://api.clear.ml}
CLEARML_FILES_HOST: ${CLEARML_FILES_HOST:-https://files.clear.ml}
CLEARML_API_ACCESS_KEY: ${CLEARML_API_ACCESS_KEY}
CLEARML_API_SECRET_KEY: ${CLEARML_API_SECRET_KEY}
CLEARML_SERVING_TASK_ID: ${CLEARML_SERVING_TASK_ID:-}
CLEARML_TRITON_POLL_FREQ: ${CLEARML_TRITON_POLL_FREQ:-1.0}
CLEARML_TRITON_METRIC_FREQ: ${CLEARML_TRITON_METRIC_FREQ:-1.0}
CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}
AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
depends_on:
- kafka
networks:
- clearml-serving-backend
deploy:
resources:
reservations:
devices:
- capabilities: [gpu]
clearml-serving-statistics:
image: allegroai/clearml-serving-statistics:latest
container_name: clearml-serving-statistics
restart: unless-stopped
# optimize perforamnce
security_opt:
- seccomp:unconfined
# ports:
# - "9999:9999"
environment:
CLEARML_WEB_HOST: ${CLEARML_WEB_HOST:-https://app.clear.ml}
CLEARML_API_HOST: ${CLEARML_API_HOST:-https://api.clear.ml}
CLEARML_FILES_HOST: ${CLEARML_FILES_HOST:-https://files.clear.ml}
CLEARML_API_ACCESS_KEY: ${CLEARML_API_ACCESS_KEY}
CLEARML_API_SECRET_KEY: ${CLEARML_API_SECRET_KEY}
CLEARML_SERVING_TASK_ID: ${CLEARML_SERVING_TASK_ID:-}
CLEARML_DEFAULT_KAFKA_SERVE_URL: ${CLEARML_DEFAULT_KAFKA_SERVE_URL:-clearml-serving-kafka:9092}
CLEARML_SERVING_POLL_FREQ: ${CLEARML_SERVING_POLL_FREQ:-1.0}
depends_on:
- kafka
networks:
- clearml-serving-backend
networks:
clearml-serving-backend:
driver: bridge