write an async function for authenticating with an...
# ask-marvin
l
write an async function for authenticating with an api-key to prefect server
n
hi @Larry Profx - there is no auth implemented for oss prefect server, api keys are for authenticating with prefect cloud
l
then I meant for prefect cloud
n
you should only have to
export PREFECT_API_KEY
and
PREFECT_API_URL
wherever you're trying interact with your workspace
l
yes but we don't use workspace and only use the default profile. they don't show up in the UI atleast
@Marvin write an async function for authenticating with an api-key to prefect cloud
m
I'm afraid there seems to have been a slip-up; the code example I retrieved isn't about authenticating with an API key to Prefect Cloud but is instead for a basic Prefect flow. Let me try searching the documentation to find the proper information regarding authentication with an API key for you. Please wait a moment. To authenticate with an API key to Prefect Cloud, please follow these steps: 1. Creating An API Key: - Go to the Prefect Cloud UI and select the account icon at the bottom-left corner. - Select "API Keys" which displays a list of previously generated keys. - Click the "+" button to create a new API key, provide a name for the key and set an expiration date. - Copy the key as it cannot be revealed in the UI after you generate it. 2. Using the API Key: - Run
prefect cloud login
from your CLI. - Choose to authenticate by pasting the API key when prompted. Note: Ensure that you keep your API key secure and do not share it unnecessarily. For more details and instructions, you can visit the Manage Prefect Cloud API Keys documentation. Here's how you would create an async function to authenticate with an API key:
Copy code
python
import httpx
from prefect import get_client

async def authenticate_with_api_key(api_key: str):
    # Assuming you have the API key, you can either set it in your client config
    # or use it directly when making requests. Prefect Cloud expects
    # the API key as a bearer token in the Authorization header.
    headers = {
        'Authorization': f'Bearer {api_key}'
    }
    
    # Use httpx AsyncClient or any other async HTTP client to make your requests
    async with httpx.AsyncClient(headers=headers) as client:
        # Example request to authenticate and retrieve your Prefect account details
        response = await client.get('<https://api.prefect.io/graphql>')
        
        # Handle your response
        if response.status_code == 200:
            print("Authenticated successfully.")
            return response.json()
        else:
            print("Failed to authenticate.")
            return None

# Ensure you replace 'YOUR_API_KEY' with your actual API key
api_key = 'YOUR_API_KEY'
client = get_client()
client.set_api_key(api_key)  # This sets the API key for your Prefect Client instance

# Now you can use 'client' within your flows and tasks.
Please replace
YOUR_API_KEY
with your actual API key. This function uses the
httpx
library to make asynchronous HTTP requests, and sets the API key in the headers for authentication. The example shown is a basic example for setting up an async function; depending on the Prefect Cloud API you're interacting with, you may need to adjust the endpoint and parameters accordingly.
n
i generally wouldnt advise authenticating programmatically - can you clarify what you mean by this / what you're trying to do? > yes but we don't use workspace and only use the default profile. they don't show up in the UI atleast
l
I can show you on a video call if you're available to help
n
hi larry, I'd recommend reaching our to our support here to schedule a call otherwise, feel free to describe your goal here and I can help async when available
l
Need to configure our jenkins pipeline to pass apikey to auth to prefect UI for flow deployment in prefect2.x.x
n
are you using the sdk/cli to create the deployment? or the rest api directly
l
Currently we use prefect.yaml and prefect cli command (prefect deploy) for the deployment
n
makes sense. so you should only ever have to set the two env vars i mentioned earlier.
PREFECT_API_URL
corresponds to a specific workspace, which you must have if you're using cloud, and
API_KEY
corresponds to an actor authenticated in that workspace (which could be a user or a service account) here's an example thats for GHA, but it should be roughly the same for jenkins • set the env vars • use the CLI as you wish to create the deployment
l
That's what I was saying earlier, we don't have workspaces, we just created an apikey's for different users and automation But if there's a way to set the apikey in the yaml file, that'll be nice Cause I tried the cli command "prefect cloud login - k '<apikey>' " and it isn't working
n
we don't have workspaces
you do have a workspace if you're using prefect cloud. you may only have a personal workspace, but that is still a workspace. your
PREFECT_API_URL
will look something like this
Copy code
PREFECT_API_URL='<https://api.prefect.cloud/api/accounts/xxx/workspaces/xxx>'
if
prefect cloud login -k <>
isnt working then there may be a problem with your key or you may be using a version of prefect with a bug in that CLI command
but again,
prefect cloud login -k
should not even be necessary in CI, just setting the two env vars I mentioned should be all you need to use the CLI against your workspace
l
Our PREFECT_API_URL is not in the usual format Ours is just https://prefect2-server.${ENV}.innovation.io/api Prefect2 server version is 2.14.20 If there's a way to pass the api_url and apikey through the prefect.yaml, that would be great
n
If there's a way to pass the api_url and apikey through the prefect.yaml, that would be great
there is not,
prefect.yaml
is for defining deployments
Ours is just https://prefect2-server.${ENV}.innovation.io/api
are you sure you use prefect cloud? it seems like you're hosting open source prefect here
l
Yes we use the open source project
n
right. so I'll reiterate that
there is no auth implemented for oss prefect server, api keys are for authenticating with prefect cloud
l
We have an app we used to serve as the auth in kubernetes, and pass the apikey through ui with a chrome extension which works. So my question is would sdk or rest api be the approach for us to use
n
sorry, not sure! it depends a lot on how you implemented auth on top of oss server i would talk to whoever did that for your server instance
l
Okay thanks Nate
n
👍