<@ULVA73B9P> Can I supply a list of strings as a j...
# ask-marvin
j
@Marvin Can I supply a list of strings as a job variable to my deployment?
m
Yes, you can supply a list of strings as a job variable to your deployment in Prefect 3.x. You can define job variables in your
prefect.yaml
file and pass them as a dictionary to the
job_variables
argument of the
.deploy()
method. This allows you to customize the deployment with specific variables, which can be accessed in your flow runs. For more details, you can refer to the Prefect documentation on customizing deployments.
j
@Marvin I am using the
deploy()
function to deploy my flow. Can you show me an example of supplying a list in the job_variables?
m
To supply a list of strings as a job variable when using the
deploy()
function in Prefect 3.x, you'll need to include it in the
job_variables
dictionary within your
prefect.yaml
file. Here's an example of how you might structure it:
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yaml
# prefect.yaml
deployments:
  - name: my-deployment
    entrypoint: path/to/your_flow.py:flow
    job_variables:
      MY_STRING_LIST: 
        - "string1"
        - "string2"
        - "string3"
In your deployment script, you can then call the
deploy()
function from the
prefect.deployments
module. Here's a basic example:
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python
from prefect.deployments import deploy

# Deploy the flow with specified job variables
deploy(
    deployments=["my-deployment"],
    work_pool_name="default",
    build=True,
    push=True
)
This will pass the list of strings defined under
MY_STRING_LIST
to your deployment. You can then access this variable in your flow using Prefect's runtime context. For more details, you can refer to the Prefect documentation.
j
@Marvin Can you show me an example of directly supplying a JSON string as an argument in the
deploy()
function?
m
To supply a JSON string directly as an argument in the
deploy()
function for job variables, you can convert your JSON string into a Python dictionary using the
json
module. Here's an example:
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python
import json
from prefect.deployments import deploy

# JSON string representing job variables
json_string = '{"MY_STRING_LIST": ["string1", "string2", "string3"]}'

# Convert JSON string to a dictionary
job_variables = json.loads(json_string)

# Deploy the flow with job variables
deploy(
    deployments=["my-deployment"],
    work_pool_name="default",
    build=True,
    push=True,
    job_variables=job_variables
)
In this example, the JSON string is first parsed into a Python dictionary using
json.loads()
. The resulting dictionary is then passed to the
deploy()
function as the
job_variables
argument. This allows you to dynamically set job variables from a JSON configuration.