Kaleb King
06/06/2024, 1:23 AMMarvin
06/06/2024, 1:23 AMBlock
class. Below is an example. This block will store secrets using SecretStr
.
### Step-by-step guide
1. Define the block class.
2. Save the block instance to access it later.
python
from typing import Optional
from prefect.blocks.core import Block
from pydantic import SecretStr
class CustomSecrets(Block):
api_key: SecretStr
db_password: SecretStr
# Create an instance of the block
secrets_block = CustomSecrets(
api_key="your_api_key",
db_password="your_db_password"
)
# Save the block
secrets_block.save(name="custom-secrets-block")
### JSON Representation
Once you save the block, it will be stored in Prefect’s storage which you can retrieve later. Prefect serializes the block internally, so you don’t need to manually create a JSON representation.
### Documentation and Example Links
- Prefect Block Documentation
- Code Example Flow
If you have any further questions or need more detailed steps, feel free to ask.Kaleb King
06/06/2024, 1:42 AMMarvin
06/06/2024, 1:42 AMpython
class CustomSecrets(Block):
api_key: SecretStr
db_password: SecretStr
new_field: Optional[str] = None # Example of a new field
2. Migrate Existing Blocks:
You can migrate existing blocks to the new version. Below is an example illustrating how to bypass Pydantic validation and save the updated block.
python
# Load the existing block, bypassing validation
secrets_block = CustomSecrets.load("custom-secrets-block", validate=False)
# Set the new field to an appropriate value
secrets_block.new_field = "new_value"
# Overwrite the old block values
secrets_block.save(name="custom-secrets-block", overwrite=True)
3. Register New Block Types with Prefect Cloud:
Ensure your new block type is registered with Prefect Cloud or your self-hosted Prefect server to be accessible in the UI.
### Full Example
Here’s how you might incorporate these steps:
python
from typing import Optional
from prefect.blocks.core import Block
from pydantic import SecretStr
# Updated block definition
class CustomSecrets(Block):
api_key: SecretStr
db_password: SecretStr
new_field: Optional[str] = None # new field added
# Load existing block, bypass validation
secrets_block = CustomSecrets.load("custom-secrets-block", validate=False)
# Set the new field to a particular value
secrets_block.new_field = "new_value"
# Save the updated block, overwriting the old values
secrets_block.save(name="custom-secrets-block", overwrite=True)
### Documentation Links:
- Prefect Block Documentation
Updating your block through Prefect Cloud UI makes it straightforward to manage and modify storage blocks based on evolving requirements. If you need further details or assistance, feel free to ask.Kaleb King
06/06/2024, 2:05 AMMarvin
06/06/2024, 2:06 AMpython
from typing import Optional
from prefect.blocks.core import Block
from pydantic import SecretStr
class CustomSecrets(Block):
_block_type_name = "Custom Secrets"
_block_type_slug = "custom-secrets"
_logo_url = "<http://example.com/logo.png>"
_description = "A block to hold custom secret values"
_code_example = """from prefect import flow, task
from my_blocks import CustomSecrets
@flow
def use_custom_secrets():
secrets = CustomSecrets.load("custom-secrets-block")
print(secrets.api_key)"""
api_key: SecretStr
db_password: SecretStr
# Create and save the block instance
secrets_block = CustomSecrets(api_key="your_api_key", db_password="your_db_password")
secrets_block.save(name="custom-secrets-block")
In the example above, we define a CustomSecrets
block with additional metadata fields for better UI representation. After defining the block, you save it.
### How to Use
1. Define Your Block: Include metadata fields that help Prefect Cloud UI better represent your block.
2. Save the Block: Create an instance and save it, as shown in the example.
### Documentation Links
- Prefect Block Documentation
This way, you can manage and visualize your blocks more effectively in Prefect Cloud. If you have more questions, feel free to ask.Kaleb King
06/06/2024, 2:16 AMMarvin
06/06/2024, 2:16 AMload
method of the Block
class to retrieve the block using its name. Here's an example of how you can load the CustomSecrets
block defined in the previous steps in a separate script:
### Example Script
python
from prefect.blocks.core import Block
from my_blocks import CustomSecrets # Ensure you import your custom block class
# Load the block by its name
secrets_block = CustomSecrets.load("custom-secrets-block")
# Access the block's attributes
print(f"API Key: {secrets_block.api_key.get_secret_value()}")
print(f"DB Password: {secrets_block.db_password.get_secret_value()}")
# You may use this block in your tasks or flows as needed
### Steps to Follow
1. Ensure You Have the Custom Block Class: Make sure the script has access to the CustomSecrets
class. This often means you need to import it from wherever you defined it (my_blocks
in this example).
2. Load the Block: Use the load
method with the block's registered name ("custom-secrets-block"
).
### Important Notes
- Ensure the Script Environment Matches: Ensure the environment where the script runs can access Prefect's storage and has any necessary credentials.
- Secure Access: If the block contains sensitive information (like secrets), handle the loaded data securely.
### Full Script Example
python
from prefect.blocks.core import Block
from my_blocks import CustomSecrets # Ensure you import your custom block class
def main():
# Load the block by its name
secrets_block = CustomSecrets.load("custom-secrets-block")
# Access the block's attributes safely
api_key = secrets_block.api_key.get_secret_value()
db_password = secrets_block.db_password.get_secret_value()
print(f"Loaded API Key: {api_key}")
print(f"Loaded DB Password: {db_password}")
if __name__ == "__main__":
main()
### Additional Documentation
- Prefect Block Documentation
This script will load the CustomSecrets
block and print the sensitive information it contains. Modify the script to fit your specific use case, such as using the secrets in tasks or flows. If you have more questions, feel free to ask.Kaleb King
06/06/2024, 2:38 AMMarvin
06/06/2024, 2:38 AMprefect block register --module your_module
or prefect block register --file your_block.py
.
- Once registered, blocks can be viewed and managed via the Prefect UI.
- Deletion:
- Deletion is managed via the Prefect UI.
### Reference Links
- Prefect Block Documentation
If you follow these steps, you should be able to successfully deregister or delete your custom block from Prefect Cloud or Prefect Server. If you need further assistance, feel free to ask.