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Hi Everyone, I'M Having Trouble Setting My Output_Uri Such That My Model Checkpoints Are Saved Outside Of The Venv And Accessible Via Id Or For Download. Im Running Clear-Ml On A Remote Server Through Docker And I Believe Clearml Is Unable To Resolve The
docker compose on server:
apiserver:
command:
- apiserver
container_name: clearml-apiserver
image: allegroai/clearml:latest
privileged: true
restart: unless-stopped
volumes:
- ${LOGS_DIR}:/var/log/clearml
- /opt/clearml/config:/opt/clearml/config
- ${FILESERVER_DATA_DIR}:/mnt/fileserver
depends_on:
- redis
- mongo
- elasticsearch
- fileserver
environment:
CLEARML_ELASTIC_SERVICE_HOST: elasticsearch
CLEARML_ELASTIC_SERVICE_PORT: 9200
CLEARML_MONGODB_SERVICE_HOST: mongo
CLEARML_MONGODB_SERVICE_PORT: 27017
CLEARML_REDIS_SERVICE_HOST: redis
CLEARML_REDIS_SERVICE_PORT: 6379
CLEARML_SERVER_DEPLOYMENT_TYPE: linux
CLEARML__apiserver__pre_populate__enabled: "true"
CLEARML__apiserver__pre_populate__zip_files: "/opt/clearml/db-pre-populate"
CLEARML__apiserver__pre_populate__artifacts_path: "/mnt/fileserver"
CLEARML__services__async_urls_delete__enabled: "true"
CLEARML__services__async_urls_delete__fileserver__url_prefixes: "[${CLEARML_FILES_HOST:-}]"
CLEARML__secure__credentials__services_agent__user_key: ${CLEARML_AGENT_ACCESS_KEY:-}
CLEARML__secure__credentials__services_agent__user_secret: ${CLEARML_AGENT_SECRET_KEY:-}
ports:
- "8008:8008"
networks:
clearml-backend:
aliases:
- servername
- servername.company.com
clearml-frontend:
elasticsearch:
networks:
- clearml-backend
container_name: clearml-elastic
privileged: true
environment:
bootstrap.memory_lock: "true"
cluster.name: clearml
cluster.routing.allocation.node_initial_primaries_recoveries: "500"
cluster.routing.allocation.disk.watermark.low: 500mb
cluster.routing.allocation.disk.watermark.high: 500mb
cluster.routing.allocation.disk.watermark.flood_stage: 500mb
discovery.type: "single-node"
http.compression_level: "7"
node.name: clearml
reindex.remote.whitelist: "'*.*'"
xpack.security.enabled: "false"
ulimits:
memlock:
soft: -1
hard: -1
nofile:
soft: 65536
hard: 65536
image: docker.elastic.co/elasticsearch/elasticsearch:7.17.18
restart: unless-stopped
volumes:
- ${ELASTICSEARCH_DATA_DIR}:/usr/share/elasticsearch/data
- /usr/share/elasticsearch/logs
# ports:
# - "8715:9200"
fileserver:
networks:
clearml-backend:
aliases:
- magrathea
- magrathea.ghgsat.com
clearml-frontend:
command:
- fileserver
container_name: clearml-fileserver
image: allegroai/clearml:latest
privileged: true
environment:
# CLEARML__secure__credentials__fileserver__user_key: ${CLEARML_AGENT_ACCESS_KEY:-}
# CLEARML__secure__credentials__fileserver__user_secret: ${CLEARML_AGENT_SECRET_KEY:-}
CLEARML__fileserver__delete__allow_batch: "true"
CLEARML__fileserver__auth__enabled: "false"
restart: unless-stopped
volumes:
- ${LOGS_DIR}:/var/log/clearml
- ${FILESERVER_DATA_DIR}:/mnt/fileserver
- ${CONFIG_DIR}:/opt/clearml/config
ports:
- "8081:8081"
mongo:
networks:
- clearml-backend
container_name: clearml-mongo
image: mongo:4.4.29
privileged: true
restart: unless-stopped
command: --setParameter internalQueryMaxBlockingSortMemoryUsageBytes=196100200
volumes:
- ${MONGO_DATA_DIR}/db:/data/db
- ${MONGO_DATA_DIR}/configdb:/data/configdb
ports:
- "8714:27017"
redis:
networks:
- clearml-backend
container_name: clearml-redis
privileged: true
image: redis:6.2
restart: unless-stopped
volumes:
- ${REDIS_DATA_DIR}:/data
ports:
- "8713:6379"
webserver:
command:
- webserver
container_name: clearml-webserver
privileged: true
# environment:
# CLEARML_SERVER_SUB_PATH : clearml-web # Allow Clearml to be served with a URL path prefix.
image: allegroai/clearml:latest
restart: unless-stopped
depends_on:
- apiserver
ports:
- "8612:80"
networks:
- clearml-backend
- clearml-frontend
async_delete:
depends_on:
- apiserver
- redis
- mongo
- elasticsearch
- fileserver
container_name: async_delete
image: allegroai/clearml:latest
privileged: true
networks:
- clearml-backend
restart: unless-stopped
environment:
CLEARML_ELASTIC_SERVICE_HOST: elasticsearch
CLEARML_ELASTIC_SERVICE_PORT: 9200
CLEARML_MONGODB_SERVICE_HOST: mongo
CLEARML_MONGODB_SERVICE_PORT: 27017
CLEARML_REDIS_SERVICE_HOST: redis
CLEARML_REDIS_SERVICE_PORT: 6379
PYTHONPATH: /opt/clearml/apiserver
CLEARML__services__async_urls_delete__fileserver__url_prefixes: "[${CLEARML_FILES_HOST:-}]"
entrypoint:
- python3
- -m
- jobs.async_urls_delete
- --fileserver-host
-
volumes:
- ${LOGS_DIR}:/var/log/clearml
- /opt/clearml/config:/opt/clearml/config
agent-services:
networks:
clearml-backend:
aliases:
- servername
- servername.company.com
container_name: clearml-agent-services
image: allegroai/clearml-agent-services:latest
deploy:
restart_policy:
condition: on-failure
privileged: true
environment:
CLEARML__AGENT__FORCE_GIT_SSH_PROTOCOL: true
CLEARML__AGENT__ENABLE_GIT_ASK_PASS: true
CLEARML__AGENT__GIT_HOST: repo
CLEARML_WEB_HOST:
CLEARML_API_HOST:
CLEARML_FILES_HOST:
CLEARML_API_ACCESS_KEY: ${CLEARML_AGENT_ACCESS_KEY}
CLEARML_API_SECRET_KEY: ${CLEARML_AGENT_SECRET_KEY}
CLEARML_AGENT_GIT_USER: ${CLEARML_AGENT_GIT_USER}
CLEARML_AGENT_GIT_PASS: ${CLEARML_AGENT_GIT_PASS}
CLEARML_AGENT_UPDATE_VERSION: ${CLEARML_AGENT_UPDATE_VERSION:->=0.17.0}
CLEARML_AGENT_DEFAULT_BASE_DOCKER: "ubuntu:18.04"
AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
# AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
# AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
CLEARML_WORKER_ID: "clearml-services"
CLEARML_AGENT_DOCKER_HOST_MOUNT: "${AGENT_DIR}:/root/.clearml"
SHUTDOWN_IF_NO_ACCESS_KEY: 1
volumes:
- /var/run/docker.sock:/var/run/docker.sock
- ${AGENT_DIR}:/root/.clearml
- /var/cache/analytics_shared:/var/cache/analytics_shared
depends_on:
- apiserver
entrypoint: >
bash -c "curl --retry 10 --retry-delay 10 --retry-connrefused '
' && /usr/agent/entrypoint.sh"
networks:
clearml-backend:
driver: bridge
clearml-frontend:
driver: bridge
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Answers
3 months ago
3 months ago