Created a new page in Integrations section for Pydantic plugin in Flyte documentation #1757
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Signed-off-by: sumana sree <[email protected]>
Signed-off-by: sumana sree <[email protected]>
Signed-off-by: sumana sree <[email protected]>
Signed-off-by: sumana sree <[email protected]>
Signed-off-by: sumana sree <[email protected]>
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can you please explain me what should be done to avoid errors? |
| # Pydantic is a data validation and settings management library for Python, enabling the creation of data models with type annotations. | ||
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| # Flyte leverages Pydantic for robust input validation and serialization, ensuring that task inputs are correctly structured. |
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this seems repetitive. also, can you come up with a better example? something that solves a use case. needn't be complex, but must solve a problem. does that make sense?
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| from flytekit import task, workflow | ||
| from flytekit.types.file import FlyteFile | ||
| from pydantic.v1 import BaseModel |
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pydantic v2 should work: flyteorg/flytekit#2217
could you run this workflow on Union serverless/flyte sandbox and share with us the result of the execution?
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@samhita-alla I am currently experiencing difficulties while executing my code on the Union serverless/Flyte sandbox. Specifically, I have encountered errors related to importing the BaseModel from the Pydantic library.
- When attempting to execute the following code:
from pydantic.v1 import BaseModel
I got this error:
- When I tried this:
from pydantic import BaseModel
I got this error:
I am not able to understand how to avoid these errors. How to resolve these errors?
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you need to define an imagespec and add the plugin to packages: https://docs.flyte.org/en/latest/user_guide/customizing_dependencies/imagespec.html#image-spec-example
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Co-authored-by: Samhita Alla <[email protected]> Signed-off-by: Sumana Sree Angajala <[email protected]>
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@ppiegaze do you have an idea of why the test failure here? It's like it's checking for the existence of a page that's just being created? |
Description:
This pull request adds a new example demonstrating the integration of Pydantic with Flytekit. This PR closes issue
Changes:
pydantic_pluginunderexamplesto host the Pydantic integration example.Dockerfilefor the example to facilitate containerized execution.requirements.infile specifying the necessary dependencies.pydantic_integration_example.pydemonstrating how to define and use Pydantic models in Flyte tasks and workflows.README.mdfile with a detailed introduction to Pydantic, installation instructions, and example usage.