<@ULVA73B9P> I have prefect server and worker runn...
# ask-marvin
t
@Marvin I have prefect server and worker running as defined inside
docker-compose.yml
file Now I have multiple flows in different
flow.py
files, how could I
deploy
each single flow for individual test and not depend on the login to the server. I am using
prefect 3.2.6
m
thought for 561.4 seconds
Short answer: you don’t need to log in for Prefect Server. Point your CLI at your Server, make sure your worker is polling a work pool, then deploy each flow either via CLI or a tiny Python script. Here’s the “how”. Assumptions: Prefect 3.2.6, Prefect Server via docker-compose, a worker already running. 1) Point your CLI at your Server (no login required) - If you’re running the CLI on your host: - Linux/macOS: export PREFECT_API_URL=http://localhost:4200/api - PowerShell: $env:PREFECT_API_URL="http://localhost:4200/api" - Make it persistent (optional): - prefect profile create server - prefect config set PREFECT_API_URL=http://localhost:4200/api - prefect profile use server If you run the CLI inside a container, localhost refers to that container. Use an address your container can reach (e.g., http://server:4200/api on the compose network or http://host.docker.internal:4200/api on Mac/Windows). 2) Ensure a work pool exists and your worker polls it - Create a pool if you don’t have one: - prefect work-pool create dev-pool --type process - Start a worker against that pool (if not already): - prefect worker start -p dev-pool 3) Option A: Deploy each flow via CLI (one-liners) From your project root (run prefect init once if you haven’t), deploy each flow file by its entrypoint: - prefect deploy path/to/flow_a.py:flow_a -n flow-a-dev - prefect deploy path/to/flow_b.py:flow_b -n flow-b-dev The command will prompt for choices (e.g., work pool) if not specified; choose your dev-pool. This registers each deployment with your Server—no login involved. 4) Option B: Define multiple deployments in prefect.yaml, then deploy all - Initialize once: - prefect init - In prefect.yaml, add entries under deployments, e.g.: deployments: - name: flow-a-dev entrypoint: flows/flow_a.py:flow_a work_pool: name: dev-pool - name: flow-b-dev entrypoint: flows/flow_b.py:flow_b work_pool: name: dev-pool - Then deploy them all: - prefect deploy 5) Option C: Non-interactive Python deployment script If you want to avoid prompts entirely and script per-flow deploys: - deploy_all.py from prefect import deploy from prefect.deployments import RunnerDeployment from prefect.runner.storage import LocalStorage deployments = [ RunnerDeployment( name="flow-a-dev", entrypoint="flows/flow_a.py:flow_a", work_pool_name="dev-pool", storage=LocalStorage(path="."), tags=["dev"], ), RunnerDeployment( name="flow-b-dev", entrypoint="flows/flow_b.py:flow_b", work_pool_name="dev-pool", storage=LocalStorage(path="."), tags=["dev"], ), ] deploy(*deployments) - Run it with your PREFECT_API_URL set. It will register both deployments against your Server. 6) Run a deployment to test - prefect deployment run flow-a/flow-a-dev --watch - prefect deployment run flow-b/flow-b-dev --watch That’s it. No Cloud login anywhere—just your Server URL. If you share your work pool name and how you’re invoking the CLI (host vs container), I can tailor the exact commands so nothing prompts you unpleasantly like a Vogon.