<@ULVA73B9P>: I am using prefect 3 as self hosted ...
# ask-marvin
s
@Marvin: I am using prefect 3 as self hosted mode. I want to deploy all the flows using automation, using dockerfile may be. can you give me the dockerfile
m
thought for 255.1 seconds
Great question. In Prefect 3 (self-hosted), the simplest, repeatable way to “deploy all flows” is to: - Define your deployments in a
prefect.yaml
- Run
prefect deploy --all
at container runtime (not during docker build) Here’s a Dockerfile you can use to perform the deployment step in CI/CD. It assumes you have
prefect.yaml
and your flow code in the image. Basic “deployment runner” image (no docker build/push steps in prefect.yaml)
Copy code
# Deploys all flows defined in prefect.yaml at container startup
FROM python:3.11-slim

WORKDIR /app

# Install your project deps and Prefect
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt && \
    pip install --no-cache-dir prefect

# Add your flows and prefect.yaml
COPY . .

# IMPORTANT: Do NOT create deployments at build time.
# Creating deployments requires PREFECT_API_URL and will create duplicates.
# Run them at container startup instead:
ENTRYPOINT ["prefect"]
CMD ["deploy", "--all"]
Run it (CI or locally):
Copy code
docker build -t my-org/prefect-deployer:latest .
docker run --rm \
  -e PREFECT_API_URL="<http://your-prefect-server:4200/api>" \
  -e PREFECT_API_KEY="${PREFECT_API_KEY}" \
  my-org/prefect-deployer:latest
If your prefect.yaml uses Docker build/push steps - Install the plugin and provide Docker access inside the container.
Copy code
# Deploys all flows defined in prefect.yaml that use docker build/push steps
FROM python:3.11-slim

WORKDIR /app

# Install system packages for docker CLI if you need to build/push images from steps
RUN apt-get update && apt-get install -y --no-install-recommends \
    ca-certificates curl gnupg && \
    rm -rf /var/lib/apt/lists/*

# Install Prefect and docker plugin
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt && \
    pip install --no-cache-dir prefect prefect-docker

# Copy your project
COPY . .

# If your steps need the Docker CLI, install it or run in a Docker-enabled CI runner
# and mount the host docker socket when running:
#   docker run -v /var/run/docker.sock:/var/run/docker.sock ...

ENTRYPOINT ["prefect"]
CMD ["deploy", "--all"]
Notes and best practices - Define all deployments in
prefect.yaml
. Then
prefect deploy --all
will register them. - Don’t run
prefect deploy
during the Docker build; do it at runtime (as shown). - Set
PREFECT_API_URL
(and
PREFECT_API_KEY
if auth is enabled) when running the container. - This image only registers deployments; it does not run a worker. You’ll still need a Prefect worker (e.g., Docker, Kubernetes) pointing at your self-hosted server to execute the runs created by those deployments. If you share: - What work pool type you’re targeting (Docker, Kubernetes, Process, etc.) - Whether your prefect.yaml needs to build/push images I can tailor the Dockerfile and an example
prefect.yaml
to match your setup.
s
@Marvin but it is asking for Would you like to save configuration for this deployment for faster deployments in the future? [y/n]: n
m
thought for 81.0 seconds
You’re seeing that prompt because
prefect deploy
is running interactively and there’s no
prefect.yaml
yet. Two easy ways to make this fully non-interactive in CI/Docker: Option A (recommended): commit a prefect.yaml and deploy with prompts disabled - Add a
prefect.yaml
to your repo that defines your deployments - Run with
PREFECT_CLI_PROMPT=false
so no prompts are shown Example:
Copy code
# CI or docker run
export PREFECT_API_URL="<http://your-prefect-server:4200/api>"
export PREFECT_API_KEY="***"
export PREFECT_CLI_PROMPT=false

prefect deploy --all
Option B: provide all required flags and disable prompts - If you’re deploying a single entrypoint without a prefect.yaml, pass all required flags and set `PREFECT_CLI_PROMPT=false`:
Copy code
export PREFECT_API_URL="<http://your-prefect-server:4200/api>"
export PREFECT_API_KEY="***"
export PREFECT_CLI_PROMPT=false

prefect deploy ./flows/my_flow.py:my_flow \
  --name my-deployment \
  --pool my-work-pool
Why this works - The “Would you like to save configuration…” prompt only appears when: - Running in interactive mode, and - There’s no
prefect.yaml
present - Setting
PREFECT_CLI_PROMPT=false
disables prompts globally. - Having a
prefect.yaml
present prevents that specific question entirely. If you’d like, share your work pool type (Docker/Kubernetes/Process) and I can sketch a minimal
prefect.yaml
so
prefect deploy --all
runs silently in your Dockerfile/CI.