Model Experiments: Add Experiments to GraphQL

What does this MR do and why?

This merge request introduces GraphQL support for machine learning experiments in GitLab. It adds new types, resolvers, and fields to handle ML experiments, including the ability to query individual experiments and lists of experiments. The changes include new GraphQL types for ML experiments, resolvers to fetch experiment details and lists, and updates to existing types to incorporate the new ML experiment fields.

References

Please include cross links to any resources that are relevant to this MR. This will give reviewers and future readers helpful context to give an efficient review of the changes introduced.

MR acceptance checklist

Please evaluate this MR against the MR acceptance checklist. It helps you analyze changes to reduce risks in quality, performance, reliability, security, and maintainability.

Screenshots or screen recordings

Screenshots are required for UI changes, and strongly recommended for all other merge requests.

Before After

How to set up and validate locally

  1. In Rails console create a model with experiment and candidates:
p = Project.find_by_id(7)
m = Ml::CreateModelService.new(p, "model_1").execute
20.times { |i| Ml::CreateCandidateService.new(m.default_experiment, {}).execute }
  1. Open GraphQL explorer: http://127.0.0.1:3000/-/graphql-explorer
  2. Fetch all experiments for a project
query getExperiments($fullPath: ID! = "flightjs/Flight") {
  project(fullPath: $fullPath) {
    id
    mlExperiments {
      nodes {
        id
        name
        createdAt
        path
        candidateCount
        creator {
          id
          name
          webUrl
        }
        modelId
        candidates {
          nodes {
            id
            name
            createdAt
          }
        }
      }
    }
  }
}
  1. Fetch a specific experiment
query getExperiment {
  mlExperiment(id: "gid://gitlab/Ml::Experiment/3") {
    id
    name
    createdAt
    path
    modelId
    candidateCount
    creator {
      id
      name
      webUrl
    }
    modelId
  }
}

Numbered steps to set up and validate the change are strongly suggested.

Related to #509320 (closed)

Edited by Fred de Gier

Merge request reports

Loading