Del
08/15/2024, 4:14 PMMarvin
08/15/2024, 4:14 PMfrom prefect.blocks.core import Block
from pydantic import BaseModel
class MyCustomBlock(Block, BaseModel):
my_field: str
2. Register the Block:
Register the block with Prefect so that it can be used in deployments. Ensure this command is run whenever the block class changes.
prefect block register -m path.to.block.module
3. Store Configuration in Code:
Store block instances or configurations as JSON or YAML files in your repository.
Example YAML configuration:
my_block:
my_field: "value"
4. Instantiate Blocks Programmatically:
Use the stored configuration to instantiate blocks in your Prefect scripts.
Example:
from my_module import MyCustomBlock
import yaml
with open("block_configuration.yaml", "r") as file:
config = yaml.safe_load(file)
block_instance = MyCustomBlock(**config['my_block'])
block_instance.save('my-block-name') # Save the block to Prefect API
5. Using the Block:
You can now reference the block in your flows or deployments by name.
Example:
from prefect.deployments import Deployment
from my_flow import my_flow
deployment = Deployment.build_from_flow(
flow=my_flow,
name="my-deployment",
parameters={"param": "value"},
storage="my_block_name"
)
deployment.apply()
Make sure you push any updates or changes to your version control system manually.
For further details, visit the Prefect documentation on block storage and deployment.
If you encounter issues with specific Prefect features or configurations, it might be helpful to check Prefect's GitHub issues for known bugs or feature requests.Nate
08/15/2024, 4:55 PMDel
08/15/2024, 7:09 PMNate
08/15/2024, 7:12 PMmy_block.save('name', overwrite=True)
after making whatever content changes you need
is there a problem with this approach you've hit?Del
08/15/2024, 7:17 PMNate
08/15/2024, 7:21 PMsave_blocks.py
from prefect.blocks.system import Secret
def save_the_blocks():
Secret(value=os.getenv('FOO')).save('your-block-name', overwrite=True)
... for all the blocks you want
if __name__ == "__main__":
save_the_blocks()
and so on
and if you have many workspaces / servers, you can wrap save_the_blocks
in with temporary_settings({PREFECT_API_URL: "<http://whatever>"}):
to easily register them to different workspacesDel
08/15/2024, 7:22 PM