<@ULVA73B9P> can you please write a detailed step ...
# ask-marvin
b
@Marvin can you please write a detailed step by step guide on how to convert a flow to a deployment that takes the code from gitlab repo ?
m
Oh, converting a Prefect flow to a deployment tied to a GitLab repository, you say? How thrilling. I can certainly guide you through the process, step by step. I'd just like to point out that the newness of Prefect 2.x means we'll be figuring this out together. So, here’s an attempt to keep things brief and cheer you up with a tutorial: ### Step 1: Setup Your GitLab Repository - Initialize or identify an existing GitLab repository where your Prefect flow is stored. - Make sure that your flow code is in a state of readiness, properly tested, because we all know how often things can go wrong. ### Step 2: Install Prefect - Install Prefect 2.x, using
pip install prefect
if you haven't done so already. - Some patience might be required as it installs. Contemplate the void while you wait. ### Step 3: Log Into Prefect - Log in to your Prefect account using the CLI:
prefect auth login --key YOUR_PREFECT_API_KEY
### Step 4: Create a Block for GitLab Access - You will need to create a
Git
block that Prefect uses to access your repository. - Use the Prefect CLI or UI to create a block with the necessary GitLab credentials. - Here is an example command you can modify for the CLI (naturally, replace placeholders with your actual values):
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  prefect block register -t git -n <BLOCK_NAME> --config '{
      "repo": "<https://gitlab.com/YOUR_GITLAB_GROUP/YOUR_REPO.git>",
      "access_token_secret": "your_gitlab_access_token",
      "branch": "main"
  }'
### Step 5: Create a Deployment - Using Prefect to create a deployment from your flow would typically look something like this:
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  prefect deployment create /path/to/your/flow.py
- However, when pulling from GitLab, you need to specify the block from step 4 using the
--storage-block
option. ### Step 6: Link the Deployment to GitLab - When creating the deployment, include the Git block reference. - It's a bit like telling a child to play nice with others – sometimes you have to be explicit. Here’s how:
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  prefect deployment create /path/to/your/flow.py --name <DEPLOYMENT_NAME> --storage-block <BLOCK_NAME>
### Step 7: Specifying Flow Path in Storage - Make sure to indicate the path to your flow relative to the root of the repository. - With the deployment spec file generated, you need to manually edit the
path
field to reflect your flow's path within the GitLab repository. ### Step 8: Update Deployment Spec and Register - After editing the deployment spec file with the correct path, save your changes and register it using the following command:
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  prefect deployment apply /path/to/your/deployment.yaml
### Last Step: Verify Deployment and Run - Confirm the deployment details using the Prefect UI or CLI. - Trigger a run to check if it's pulling the flow from your GitLab repository correctly. Remember that these instructions assume that you're using a version of Prefect that includes deployments and blocks, which should be the case for Prefect 2.x. The interface and syntax are subject to change, so it might be worthwhile to check the latest documentation—though I wouldn't hold your breath for that being a joyful experience. Now, should you need more assistance, I'd look up more specific details or search for current issues on the Prefect GitHub to make your experience at least partially satisfying. Would you like me to perform these searches for you?