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x-backend: &backend
image: ghcr.io/hotosm/fair/api:develop
build:
context: ./backend
env_file:
- ./.env
# FairClient.setup() re-runs `zenml init`, which resets the active stack unless
# the repo is already initialised, so api and worker prime it before starting.
x-zenml-entrypoint: &zenml-entrypoint
entrypoint: ["sh", "-c", 'zenml init && zenml stack set fair-compose && exec "$$@"', "--"]
networks:
default:
name: fair-net
services:
postgres:
image: postgis/postgis:17-3.5-alpine
environment:
POSTGRES_USER: ${POSTGRES_USER:-admin}
POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-password}
POSTGRES_DB: ${POSTGRES_DB:-fair}
ports:
- "${POSTGRES_PORT:-5434}:5432"
volumes:
- postgres_data:/var/lib/postgresql/data
healthcheck:
test: ["CMD", "pg_isready", "-U", "${POSTGRES_USER:-admin}", "-d", "${POSTGRES_DB:-fair}"]
interval: 5s
timeout: 3s
retries: 10
db-init:
image: postgis/postgis:17-3.5-alpine
depends_on:
postgres:
condition: service_healthy
environment:
PGHOST: postgres
PGUSER: ${POSTGRES_USER:-admin}
PGPASSWORD: ${POSTGRES_PASSWORD:-password}
PGDATABASE: ${POSTGRES_DB:-fair}
command:
- sh
- -c
- |
set -e
for db in zenml mlflow stac; do
psql -tAc "SELECT 1 FROM pg_database WHERE datname='$$db'" | grep -q 1 ||
psql -c "CREATE DATABASE $$db"
done
psql -d stac -c "CREATE EXTENSION IF NOT EXISTS postgis; CREATE EXTENSION IF NOT EXISTS btree_gist"
minio:
image: minio/minio:RELEASE.2025-09-07T16-13-09Z
command: ["server", "/data", "--console-address", ":9001"]
environment:
MINIO_ROOT_USER: ${MINIO_ROOT_USER:-minioadmin}
MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD:-minioadmin}
ports:
- "${MINIO_PORT:-9000}:9000"
- "${MINIO_CONSOLE_PORT:-9001}:9001"
volumes:
- minio_data:/data
healthcheck:
test: ["CMD", "mc", "ready", "local"]
interval: 5s
timeout: 3s
retries: 30
minio-init:
image: minio/mc:RELEASE.2025-08-13T08-35-41Z
depends_on:
minio:
condition: service_healthy
entrypoint:
- sh
- -c
- |
set -e
mc alias set --quiet fair http://minio:9000 ${MINIO_ROOT_USER:-minioadmin} ${MINIO_ROOT_PASSWORD:-minioadmin}
mc mb --ignore-existing fair/fair-data fair/mlflow fair/zenml
for b in fair-data zenml; do mc anonymous set download "fair/$$b"; done
pgstac-migrate:
image: ghcr.io/stac-utils/pgstac-pypgstac:v0.9.9
depends_on:
db-init:
condition: service_completed_successfully
environment:
PGHOST: postgres
PGPORT: "5432"
PGUSER: ${POSTGRES_USER:-admin}
PGPASSWORD: ${POSTGRES_PASSWORD:-password}
PGDATABASE: stac
command: ["pypgstac", "migrate"]
stac:
image: ghcr.io/stac-utils/stac-fastapi-pgstac:5.0.2
depends_on:
pgstac-migrate:
condition: service_completed_successfully
environment:
POSTGRES_HOST_READER: postgres
POSTGRES_HOST_WRITER: postgres
POSTGRES_PORT: "5432"
POSTGRES_USER: ${POSTGRES_USER:-admin}
POSTGRES_PASS: ${POSTGRES_PASSWORD:-password}
POSTGRES_DBNAME: stac
APP_HOST: 0.0.0.0
APP_PORT: "8080"
ENABLE_TRANSACTIONS_EXTENSIONS: "TRUE"
ports:
- "${STAC_PORT:-8082}:8080"
healthcheck:
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8080/_mgmt/ping')"]
interval: 5s
timeout: 3s
retries: 30
mlflow:
image: burakince/mlflow:3.7.0
depends_on:
db-init:
condition: service_completed_successfully
minio-init:
condition: service_completed_successfully
environment:
MLFLOW_S3_ENDPOINT_URL: http://minio:9000
AWS_ACCESS_KEY_ID: ${MINIO_ROOT_USER:-minioadmin}
AWS_SECRET_ACCESS_KEY: ${MINIO_ROOT_PASSWORD:-minioadmin}
command:
- mlflow
- server
- --host=0.0.0.0
- --port=5000
- --backend-store-uri=postgresql://${POSTGRES_USER:-admin}:${POSTGRES_PASSWORD:-password}@postgres:5432/mlflow
- --default-artifact-root=s3://mlflow/
- --serve-artifacts
- --allowed-hosts=mlflow:5000,localhost:5000
ports:
- "${MLFLOW_PORT:-5000}:5000"
zenml:
image: ghcr.io/hotosm/fair/zenml-postgres:0.94.2
depends_on:
db-init:
condition: service_completed_successfully
environment:
ZENML_STORE_URL: postgresql://${POSTGRES_USER:-admin}:${POSTGRES_PASSWORD:-password}@postgres:5432/zenml
ZENML_SERVER_AUTO_ACTIVATE: "1"
ZENML_ANALYTICS_OPT_IN: "false"
ports:
- "${ZENML_PORT:-8080}:8080"
zenml-init:
<<: *backend
depends_on:
zenml:
condition: service_started
minio-init:
condition: service_completed_successfully
configs:
- source: zenml_stack
target: /tmp/fair-compose.yaml
command:
- sh
- -c
- |
set -e
until zenml stack list; do sleep 5; done
zenml stack describe fair-compose ||
zenml stack import fair-compose -f /tmp/fair-compose.yaml --ignore-version-mismatch
# Registers the base models
stac-seed:
<<: *backend
depends_on:
stac:
condition: service_healthy
environment:
FAIR_USER_ID: fair-seed
command:
- sh
- -c
- |
set -e
root=$$(python -c "import models, pathlib; print(pathlib.Path(models.__file__).parent)")
registered=$$(fair item list base-models | cut -f1)
for item in "$$root"/*/stac-item.json; do
id=$$(python -c "import json, sys; print(json.load(open(sys.argv[1]))['id'])" "$$item")
if echo "$$registered" | grep -Fxq "$$id"; then
echo "seed: $$id already registered"
else
fair basemodel register "$$item"
fi
done
frontend-assets:
image: ghcr.io/hotosm/fair/frontend:develop
build:
context: ./frontend
dockerfile: Dockerfile.prod
environment:
VITE_FAIR_STAC_CATALOG_BASE_URL: ${VITE_FAIR_STAC_CATALOG_BASE_URL:-http://localhost:${STAC_PORT:-8082}/}
volumes:
- frontend_html:/frontend_html
migrate:
<<: *backend
depends_on:
postgres:
condition: service_healthy
command: ["python", "manage.py", "migrate", "--noinput"]
api:
<<: [*backend, *zenml-entrypoint]
environment:
SERVE_FRONTEND: "true"
FRONTEND_DIST_DIR: /frontend_html
ports:
- "${API_PORT:-8000}:8000"
depends_on:
migrate:
condition: service_completed_successfully
frontend-assets:
condition: service_completed_successfully
zenml-init:
condition: service_completed_successfully
stac-seed:
condition: service_completed_successfully
volumes:
- frontend_html:/frontend_html
command: ["python", "manage.py", "runserver", "0.0.0.0:8000"]
worker:
<<: [*backend, *zenml-entrypoint]
depends_on:
migrate:
condition: service_completed_successfully
zenml-init:
condition: service_completed_successfully
volumes:
- /var/run/docker.sock:/var/run/docker.sock
command: ["python", "manage.py", "db_worker"]
configs:
zenml_stack:
content: |
stack_name: fair-compose
zenml_version: 0.94.2
components:
orchestrator:
name: docker_compose
flavor: local_docker
type: orchestrator
configuration:
synchronous: false
run_args:
network: fair-net
user: "0"
environment:
AWS_ENDPOINT_URL: http://minio:9000
AWS_ACCESS_KEY_ID: ${MINIO_ROOT_USER:-minioadmin}
AWS_SECRET_ACCESS_KEY: ${MINIO_ROOT_PASSWORD:-minioadmin}
NVIDIA_VISIBLE_DEVICES: all
NVIDIA_DRIVER_CAPABILITIES: compute,utility
artifact_store:
name: s3_compose
flavor: s3
type: artifact_store
configuration:
path: s3://zenml
key: ${MINIO_ROOT_USER:-minioadmin}
secret: ${MINIO_ROOT_PASSWORD:-minioadmin}
client_kwargs:
endpoint_url: "http://minio:9000"
experiment_tracker:
name: mlflow_compose
flavor: mlflow
type: experiment_tracker
configuration:
tracking_uri: "http://mlflow:5000"
tracking_username: admin
tracking_password: admin
volumes:
postgres_data:
minio_data:
frontend_html: