Jason Fitch
11/03/2024, 8:27 PMMarvin
11/03/2024, 8:27 PMJason Fitch
11/03/2024, 8:27 PMMarvin
11/03/2024, 8:27 PMSecretStr
field to display as a multi-line text input. Prefect's SecretStr
and SecretDict
are designed to obfuscate secret information, focusing more on security rather than UI flexibility.
However, you can customize the way your custom block's fields display by implementing metadata and using Prefect’s flexible UI features for block development. Although the documentation mentions block type metadata for controlling display, it doesn't explicitly mention multiline inputs for secret fields.
Here are steps you could consider, based on the current capabilities of Prefect:
1. Custom Field Types: Consider using a custom field type that obfuscates the input visually in your application code, while allowing it to be stored in a simple text area.
2. UI Enhancements: If the Prefect UI doesn't support multiline out of the box for SecretStr through its metadata, consider submitting a feature request to the Prefect GitHub repository.
For further information and context, you can explore the following resources from the documentation:
- Prefect 3.x Block Development Guide
- Prefect 3.x Inputs Handling
If you have more detailed requirements or potential workarounds, feel free to share them, and I'll be glad to help further!Jason Fitch
11/03/2024, 8:31 PMMarvin
11/03/2024, 8:31 PMBaseModel
to define a custom field that will handle the obfuscation.
2. Integrate with Prefect Block:
Create a Prefect block that includes this custom field type.
Here is a basic implementation outline using Python:
python
from pydantic import BaseModel, validator
from prefect.blocks.core import Block
class ObfuscatedStr(str):
"""Custom string type that obfuscates its value when printed."""
def __repr__(self):
return "****"
class SecretField(BaseModel):
"""Model representing a field that stores secrets securely."""
secret_value: ObfuscatedStr
@validator('secret_value', pre=True)
def check_secret_value(cls, v):
# Ensure that value is stored in the appropriate format
return ObfuscatedStr(v)
class MyCustomBlock(Block):
"""
Prefect block that uses a custom secret field.
Here, the secret field will not show its value when printed.
"""
secret_info: SecretField
# Example usage
my_block = MyCustomBlock(secret_info={"secret_value": "my_very_secret_password"})
print(my_block)
In this example:
- ObfuscatedStr is a custom string type that overrides the __repr__
method to return "****", ensuring that the secret doesn't display in plain text when the object is printed.
- SecretField uses this custom string type to store secrets.
This approach allows you to control how secret data is displayed without storing it in an encrypted or obfuscated form under the hood, purely affecting its representation in the UI or logs.
For further guidance on creating and registering custom blocks in Prefect, refer to the Prefect 3.x Block Development Guide.Jason Fitch
11/03/2024, 8:33 PMMarvin
11/03/2024, 8:33 PM<textarea>
element styled with CSS to achieve a multi-line input.
For more specific requests regarding Prefect’s block capabilities, you may refer to Prefect's Block Development Guide or reach out to the community for potential workarounds.
If there are any updates on Prefect's capabilities that could allow this functionality, they will likely be posted in future release notes or community forums, so keep an eye on those channels for new features!