prefect deployment inspect "<flow-name>/<deployment-name>"

prefect deploy ./path/to/flow_file.py:flow_func_name -n my-deployment

flow.from_source(".", entrypoint="path/to/flow_file.py:flow_func_name").deploy(
    name="my-deployment",
    work_pool_name="your-pool"
)

pull_steps:
  - prefect.deployments.steps.set_working_directory:
      directory: /app
  - prefect.deployments.steps.git_clone:
      repository: <https://github.com/<org>/<repo>>
      branch: main

flow.from_source("<https://github.com/<org>/<repo>>", entrypoint="path/to/flow.py:flow").deploy(...)

flows.py:my_flow

prefect deployment inspect "<flow-name>/<deployment-name>"

prefect deploy workflows/main.py:main_flow -n "Google Maps Scraper Deployment"

from workflows.main import main_flow

main_flow.from_source(".", entrypoint="workflows/main.py:main_flow").deploy(
    name="Google Maps Scraper Deployment",
    work_pool_name="docker-work-pool",
    # Since your worker already sets the image via job variables, you can omit image here.
    # If you do want Prefect to record it on the deployment:
    # image="google-maps-scraper:latest",
    # push=False,  # keep image_pull_policy=Never behavior
)

from workflows.main import main_flow

main_flow.from_source(
    "<https://github.com/<org>/<repo>>",
    entrypoint="workflows/main.py:main_flow",
).deploy(
    name="Google Maps Scraper Deployment",
    work_pool_name="docker-work-pool",
)

FROM python:3.12-slim
# ...rest of your Dockerfile...

workflows/main.py:main_flow

/app

/app/None

prefect deployment delete --id 5a23e48a-a789-4ffc-81cf-427c610a48e8

prefect deploy workflows/main.py:main_flow -n "Google Maps Scraper Deployment" --work-pool docker-work-pool

google-maps-scraper:latest

image_pull_policy=Never

prefect deployment inspect "main_flow/Google Maps Scraper Deployment"

docker run -it --rm google-maps-scraper /bin/sh -lc "cd /app && python -c 'from workflows.main import main_flow; print(main_flow.name)'"

from workflows.main import main_flow

main_flow.from_source(".", entrypoint="workflows/main.py:main_flow").deploy(
    name="Google Maps Scraper Deployment",
    work_pool_name="docker-work-pool",
)

prefect deployment inspect

FROM python:3.12-slim

docker run --rm -it \
  -e PREFECT_API_URL=<your-api-url> \
  -e PREFECT_API_KEY=<your-api-key> \
  google-maps-scraper \
  /bin/sh -lc 'cd /app && prefect deploy workflows/main.py:main_flow -n "Google Maps Scraper Deployment" --work-pool docker-work-pool'

prefect deployment inspect "main_flow/Google Maps Scraper Deployment"

from workflows.main import main_flow

main_flow.from_source(
    "<https://github.com/<org>/<repo>>",
    entrypoint="workflows/main.py:main_flow",
).deploy(
    name="Google Maps Scraper Deployment",
    work_pool_name="docker-work-pool",
)

prefect deployment delete --id 5a23e48a-a789-4ffc-81cf-427c610a48e8

'pull_steps': [
  {
    'prefect.deployments.steps.set_working_directory': {
      'directory': '/home/pradana/projects/outlet-scrape'
    }
  }
]

cd

/app

/home/pradana/...

prefect deployment delete --id 9b0d0207-1672-480f-9d3a-763410f6dd19

/app

prefect deploy

/app

/app

docker run --rm -it \
    -e PREFECT_API_URL=<your-api-url> \
    -e PREFECT_API_KEY=<your-api-key> \
    google-maps-scraper \
    /bin/sh -lc 'cd /app && prefect deploy workflows/main.py:main_flow -n "Google Maps Scraper Deployment" --work-pool docker-work-pool'

prefect deployment inspect "main_flow/Google Maps Scraper Deployment"

/app

path

/app

root_path = Path(__file__).parent.parent
main_flow.from_source(root_path, entrypoint="workflows.main:main_flow").deploy(...)

from_source(root_path, ...)

root_path

/home/pradana/projects/outlet-scrape

cd

/app

# deploy.py
from workflows.main import main_flow

if __name__ == "__main__":
    main_flow.from_source(".", entrypoint="workflows.main:main_flow").deploy(
        name="Google Maps Scraper Deployment",
        work_pool_name="docker-work-pool",
        job_variables={"image_pull_policy": "Never", "image": "google-maps-scraper:latest"},
        build=False,
        push=False,
    )

/app

docker run --rm -it \
  -e PREFECT_API_URL=<your-api-url> \
  -e PREFECT_API_KEY=<your-api-key> \
  google-maps-scraper \
  /bin/sh -lc "cd /app && python deploy.py"

from_source

from pathlib import Path
from loguru import logger
from prefect.docker import DockerImage
from workflows.main import main_flow

if __name__ == "__main__":
    docker_file_path = Path(__file__).parent.parent / "Dockerfile"
    <http://logger.info|logger.info>(f"Using Dockerfile at: {docker_file_path}")

    main_flow.from_source(
        "<https://github.com/<org>/<repo>>",
        entrypoint="workflows.main:main_flow",
    ).deploy(
        name="Google Maps Scraper Deployment",
        work_pool_name="docker-work-pool",
        image=DockerImage(
            name="google-maps-scraper",
            tag="latest",
            dockerfile=str(docker_file_path),
        ),
        push=False,
        job_variables={"image_pull_policy": "Never"},
    )

from_source

"."

from_source

/app

prefect deployment delete --id 9b0d0207-1672-480f-9d3a-763410f6dd19
# then run your updated deploy path (A or B above)

workflows.main:main_flow

prefect deployment inspect ...

from_source

"."

/app

from workflows.main import main_flow

main_flow.from_source(".", entrypoint="workflows.main:main_flow").deploy(
    name="Google Maps Scraper Deployment",
    work_pool_name="docker-work-pool",
    build=False,
    push=False,
    job_variables={"image_pull_policy": "Never", "image": "google-maps-scraper:latest"},
)

from_source

main_flow.from_source(
    "<https://github.com/<org>/<repo>>",
    entrypoint="workflows.main:main_flow",
).deploy(name="Google Maps Scraper Deployment", work_pool_name="docker-work-pool")

from_source

/app

flow.deploy(...)

# deploy.py
from workflows.main import main_flow

if __name__ == "__main__":
    main_flow.deploy(
        name="Google Maps Scraper Deployment",
        work_pool_name="docker-work-pool",
        job_variables={"image_pull_policy": "Never", "image": "google-maps-scraper:latest"},
        build=False,
        push=False,
    )

docker run --rm -it \
  -e PREFECT_API_URL=<your-api-url> \
  -e PREFECT_API_KEY=<your-api-key> \
  google-maps-scraper \
  /bin/sh -lc "cd /app && python deploy.py"

prefect deploy workflows/main.py:main_flow

from_source

"."

/app

docker login <http://ghcr.io|ghcr.io> -u <github-username> -p <github-pat>

[Service]
Environment=DOCKER_CONFIG=/home/prefect/.docker
ExecStart=/usr/local/bin/prefect worker start -p docker-work-pool
User=prefect

job_variables={"image": "<http://ghcr.io/<owner>/<image>:<tag>|ghcr.io/<owner>/<image>:<tag>>", "image_pull_policy": "Always"}

docker login <http://ghcr.io|ghcr.io> -u <github-username> -p <github-pat>
# then in Python
flow.deploy(image="<http://ghcr.io/<owner>/<image>:<tag>|ghcr.io/<owner>/<image>:<tag>>", push=True, ...)

kubectl create secret docker-registry ghcr-creds \
  --docker-server=<http://ghcr.io|ghcr.io> \
  --docker-username=<github-username> \
  --docker-password=<github-pat> \
  --docker-email=<you@example.com> \
  -n <your-namespace>

job_variables={
  "image": "<http://ghcr.io/<owner>/<image>:<tag>|ghcr.io/<owner>/<image>:<tag>>",
  "image_pull_secrets": [{"name": "ghcr-creds"}]
}

kubectl patch serviceaccount <sa-name> \
  -n <your-namespace> \
  -p '{"imagePullSecrets": [{"name": "ghcr-creds"}]}'

docker pull <http://ghcr.io/<owner>/<image>:<tag|ghcr.io/<owner>/<image>:<tag>>

kubectl get secret ghcr-creds -n <ns>
kubectl run can-pull --image=<http://ghcr.io/<owner>/<image>:<tag|ghcr.io/<owner>/<image>:<tag>> -n <ns> --restart=Never
kubectl logs can-pull -n <ns>

docker login <http://ghcr.io|ghcr.io> -u <github-username> -p <github-pat>

<http://ghcr.io/<owner>/<repo>:<tag|ghcr.io/<owner>/<repo>:<tag>>

docker login <http://ghcr.io|ghcr.io> -u <github-username> -p <github-pat>

job_variables={
      "image": "<http://ghcr.io/<owner>/<repo>:<tag>|ghcr.io/<owner>/<repo>:<tag>>",
      "image_pull_policy": "IfNotPresent"  # or "Always"
    }

kubectl create secret docker-registry ghcr-creds \
      --docker-server=<http://ghcr.io|ghcr.io> \
      --docker-username=<github-username> \
      --docker-password=<github-pat> \
      --docker-email=<you@example.com> \
      -n <ns>

job_variables={
      "image": "<http://ghcr.io/<owner>/<repo>:<tag>|ghcr.io/<owner>/<repo>:<tag>>",
      "image_pull_secrets": [{"name": "ghcr-creds"}]
    }

docker login <http://ghcr.io|ghcr.io> -u <github-username> -p <github-pat>

DOCKER_CONFIG

export DOCKER_CONFIG=/home/prefect/.docker
    prefect worker start -p docker-work-pool

docker pull <http://ghcr.io/<owner>/<image>:<tag|ghcr.io/<owner>/<image>:<tag>>
    # or load from a tarball if you distribute images manually
    docker load -i image.tar

job_variables={
      "image": "<http://ghcr.io/<owner>/<image>:<tag>|ghcr.io/<owner>/<image>:<tag>>",
      "image_pull_policy": "Never"
    }

kubectl create secret docker-registry ghcr-creds \
      --docker-server=<http://ghcr.io|ghcr.io> \
      --docker-username=<github-username> \
      --docker-password=<github-pat> \
      --docker-email=<you@example.com> \
      -n <namespace>

job_variables={
      "image": "<http://ghcr.io/<owner>/<image>:<tag>|ghcr.io/<owner>/<image>:<tag>>",
      "image_pull_secrets": [{"name": "ghcr-creds"}]
    }

read:packages

write:packages