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# zlib version 1:1.3.dfsg+really1.3.1-1+b1 is installed from Debian Testing (Trixie) repository, | ||
# but Trivy assumes an older version of zlib because base image uses Debian Bookworm and | ||
# therefore raises the vulnerability alert CVE-2023-45853. | ||
# | ||
# See this discussion about a similar issue: https://github.com/aquasecurity/trivy/discussions/6059 | ||
# | ||
# Ignoring this vulnerability since it is fixed in this PR: https://github.com/scaleoutsystems/fedn/pull/787 | ||
# | ||
CVE-2023-45853 |
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# Base image | ||
ARG BASE_IMG=python:3.10-slim | ||
FROM $BASE_IMG | ||
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ARG GRPC_HEALTH_PROBE_VERSION="" | ||
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# Requirements (use MNIST Keras as default) | ||
ARG REQUIREMENTS="" | ||
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# Add FEDn and default configs | ||
COPY . /app | ||
COPY config/settings-client.yaml.template /app/config/settings-client.yaml | ||
COPY config/settings-combiner.yaml.template /app/config/settings-combiner.yaml | ||
COPY config/settings-hooks.yaml.template /app/config/settings-hooks.yaml | ||
COPY config/settings-reducer.yaml.template /app/config/settings-reducer.yaml | ||
COPY $REQUIREMENTS /app/config/requirements.txt | ||
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# Install developer tools (needed for psutil) | ||
RUN apt-get update && apt-get install -y python3-dev gcc | ||
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# Install grpc health probe checker | ||
RUN if [ ! -z "$GRPC_HEALTH_PROBE_VERSION" ]; then \ | ||
apt-get install -y wget && \ | ||
wget -qO/bin/grpc_health_probe https://github.com/grpc-ecosystem/grpc-health-probe/releases/download/${GRPC_HEALTH_PROBE_VERSION}/grpc_health_probe-linux-amd64 && \ | ||
chmod +x /bin/grpc_health_probe && \ | ||
apt-get remove -y wget && apt autoremove -y; \ | ||
else \ | ||
echo "No grpc_health_probe version specified, skipping installation"; \ | ||
fi | ||
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# Setup working directory | ||
WORKDIR /app | ||
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# Create FEDn app directory | ||
SHELL ["/bin/bash", "-c"] | ||
RUN mkdir -p /app \ | ||
&& mkdir -p /app/client \ | ||
&& mkdir -p /app/certs \ | ||
&& mkdir -p /app/client/package \ | ||
&& mkdir -p /app/certs \ | ||
# | ||
# Install FEDn and requirements | ||
&& python -m venv /venv \ | ||
&& /venv/bin/pip install --upgrade pip \ | ||
&& /venv/bin/pip install --no-cache-dir 'setuptools>=65' \ | ||
&& /venv/bin/pip install --no-cache-dir -e . \ | ||
&& if [[ ! -z "$REQUIREMENTS" ]]; then \ | ||
/venv/bin/pip install --no-cache-dir -r /app/config/requirements.txt; \ | ||
fi \ | ||
# | ||
# Clean up | ||
&& rm -r /app/config/requirements.txt | ||
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ENTRYPOINT [ "/venv/bin/fedn" ] |
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# Compose schema version | ||
version: '3.4' | ||
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# Setup network | ||
networks: | ||
default: | ||
name: fedn_default | ||
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services: | ||
# Base services | ||
minio: | ||
image: minio/minio:14128-5ee91dc | ||
hostname: minio | ||
environment: | ||
- GET_HOSTS_FROM=dns | ||
- MINIO_HOST=minio | ||
- MINIO_PORT=9000 | ||
- MINIO_ROOT_USER=fedn_admin | ||
- MINIO_ROOT_PASSWORD=password | ||
command: server /data --console-address minio:9001 | ||
healthcheck: | ||
test: [ "CMD", "curl", "-f", "http://minio:9000/minio/health/live" ] | ||
interval: 30s | ||
timeout: 20s | ||
retries: 3 | ||
ports: | ||
- 9000:9000 | ||
- 9001:9001 | ||
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mongo: | ||
image: mongo:7.0 | ||
restart: always | ||
environment: | ||
- MONGO_INITDB_ROOT_USERNAME=fedn_admin | ||
- MONGO_INITDB_ROOT_PASSWORD=password | ||
ports: | ||
- 6534:6534 | ||
command: mongod --port 6534 | ||
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mongo-express: | ||
image: mongo-express:latest | ||
restart: always | ||
depends_on: | ||
- "mongo" | ||
environment: | ||
- ME_CONFIG_MONGODB_SERVER=mongo | ||
- ME_CONFIG_MONGODB_PORT=6534 | ||
- ME_CONFIG_MONGODB_ADMINUSERNAME=fedn_admin | ||
- ME_CONFIG_MONGODB_ADMINPASSWORD=password | ||
- ME_CONFIG_BASICAUTH_USERNAME=fedn_admin | ||
- ME_CONFIG_BASICAUTH_PASSWORD=password | ||
ports: | ||
- 8081:8081 | ||
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fedn_postgres: | ||
image: postgres:15 | ||
environment: | ||
POSTGRES_USER: fedn_admin | ||
POSTGRES_PASSWORD: password | ||
POSTGRES_DB: fedn_db | ||
ports: | ||
- "5432:5432" | ||
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api-server: | ||
environment: | ||
- GET_HOSTS_FROM=dns | ||
- USER=test | ||
- PROJECT=project | ||
- FLASK_DEBUG=1 | ||
- STATESTORE_CONFIG=/app/config/settings-reducer.yaml.template | ||
- MODELSTORAGE_CONFIG=/app/config/settings-reducer.yaml.template | ||
- FEDN_COMPUTE_PACKAGE_DIR=/app | ||
- TMPDIR=/app/tmp | ||
build: | ||
context: . | ||
dockerfile: Dockerfile.dev | ||
args: | ||
BASE_IMG: ${BASE_IMG:-python:3.12-slim} | ||
working_dir: /app | ||
volumes: | ||
- ${HOST_REPO_DIR:-.}/fedn:/app/fedn | ||
depends_on: | ||
- minio | ||
- mongo | ||
- fedn_postgres | ||
command: | ||
- controller | ||
- start | ||
ports: | ||
- 8092:8092 | ||
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# Combiner | ||
combiner: | ||
environment: | ||
- PYTHONUNBUFFERED=0 | ||
- GET_HOSTS_FROM=dns | ||
- STATESTORE_CONFIG=/app/config/settings-combiner.yaml.template | ||
- MODELSTORAGE_CONFIG=/app/config/settings-combiner.yaml.template | ||
- HOOK_SERVICE_HOST=hook:12081 | ||
- TMPDIR=/app/tmp | ||
build: | ||
context: . | ||
dockerfile: Dockerfile.dev | ||
args: | ||
BASE_IMG: ${BASE_IMG:-python:3.12-slim} | ||
GRPC_HEALTH_PROBE_VERSION: v0.4.35 | ||
working_dir: /app | ||
volumes: | ||
- ${HOST_REPO_DIR:-.}/fedn:/app/fedn | ||
command: | ||
- combiner | ||
- start | ||
- --init | ||
- config/settings-combiner.yaml.template | ||
ports: | ||
- 12080:12080 | ||
healthcheck: | ||
test: [ "CMD", "/app/grpc_health_probe", "-addr=localhost:12080" ] | ||
interval: 20s | ||
timeout: 10s | ||
retries: 5 | ||
depends_on: | ||
- api-server | ||
- hooks | ||
# Hooks | ||
hooks: | ||
container_name: hook | ||
environment: | ||
- GET_HOSTS_FROM=dns | ||
- TMPDIR=/app/tmp | ||
build: | ||
context: . | ||
dockerfile: Dockerfile.dev | ||
args: | ||
BASE_IMG: ${BASE_IMG:-python:3.12-slim} | ||
GRPC_HEALTH_PROBE_VERSION: v0.4.35 | ||
working_dir: /app | ||
volumes: | ||
- ${HOST_REPO_DIR:-.}/fedn:/app/fedn | ||
entrypoint: [ "sh", "-c" ] | ||
command: | ||
- "/venv/bin/pip install --no-cache-dir -e . && /venv/bin/fedn hooks start" | ||
ports: | ||
- 12081:12081 | ||
healthcheck: | ||
test: [ "CMD", "/bin/grpc_health_probe", "-addr=localhost:12081" ] | ||
interval: 20s | ||
timeout: 10s | ||
retries: 5 | ||
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# Client | ||
client: | ||
environment: | ||
- GET_HOSTS_FROM=dns | ||
- FEDN_PACKAGE_EXTRACT_DIR=package | ||
build: | ||
context: . | ||
dockerfile: Dockerfile.dev | ||
args: | ||
BASE_IMG: ${BASE_IMG:-python:3.10-slim} | ||
working_dir: /app | ||
volumes: | ||
- ${HOST_REPO_DIR:-.}/fedn:/app/fedn | ||
command: | ||
- client | ||
- start | ||
- --api-url | ||
- http://api-server:8092 | ||
deploy: | ||
replicas: 0 | ||
depends_on: | ||
combiner: | ||
condition: service_healthy |
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