Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Pipeline Class Structure #5

Open
eddableheath opened this issue Sep 25, 2024 · 0 comments
Open

Pipeline Class Structure #5

eddableheath opened this issue Sep 25, 2024 · 0 comments
Labels
enhancement New feature or request infrastructure project infrastructure pipelines Development of a pipeline

Comments

@eddableheath
Copy link
Collaborator

eddableheath commented Sep 25, 2024

It would be good to have a general class structure for the pipelines, so we can iterate through different versions quickly once we have the models in place. My current idea is to have a config that looks like the following:

{model_a: {
        label: 'model_type',
        model: 'model',
        processor: 'processor',
        input_type: 'input_type',
        output_type: 'output_type',
        **kwargs
        },
 model_b: {...}, ...}

for a linear pipeline, with the class picking up all the details and setting up the functionality.

The output should be the final output, in addition to all the intermediary outputs.

N.B.: for non-linear pipeline structures this is a harder generalisation, should be a separate issue.

@eddableheath eddableheath added enhancement New feature or request pipelines Development of a pipeline infrastructure project infrastructure labels Sep 25, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request infrastructure project infrastructure pipelines Development of a pipeline
Projects
None yet
Development

No branches or pull requests

1 participant