95 lines
2.5 KiB
Ruby
95 lines
2.5 KiB
Ruby
# frozen_string_literal: true
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module Projects
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module Ml
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module ExperimentsHelper
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require 'json'
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include ActionView::Helpers::NumberHelper
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def candidates_table_items(candidates)
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items = candidates.map do |candidate|
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{
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**candidate.params.to_h { |p| [p.name, p.value] },
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**candidate.latest_metrics.to_h { |m| [m.name, number_with_precision(m.value, precision: 4)] },
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artifact: link_to_artifact(candidate),
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details: link_to_details(candidate),
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name: candidate.name,
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created_at: candidate.created_at,
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user: user_info(candidate)
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}
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end
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Gitlab::Json.generate(items)
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end
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def unique_logged_names(candidates, &selector)
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Gitlab::Json.generate(candidates.flat_map(&selector).map(&:name).uniq)
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end
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def candidate_as_data(candidate)
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data = {
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params: candidate.params,
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metrics: candidate.latest_metrics,
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info: {
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iid: candidate.iid,
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path_to_artifact: link_to_artifact(candidate),
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experiment_name: candidate.experiment.name,
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path_to_experiment: link_to_experiment(candidate),
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status: candidate.status
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},
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metadata: candidate.metadata
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}
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Gitlab::Json.generate(data)
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end
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def paginate_candidates(candidates, page, max_per_page)
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return [candidates, nil] unless candidates
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candidates = candidates.page(page).per(max_per_page)
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pagination_info = {
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page: page,
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is_last_page: candidates.last_page?,
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per_page: max_per_page,
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total_items: candidates.total_count,
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total_pages: candidates.total_pages,
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out_of_range: candidates.out_of_range?
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}
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[candidates, pagination_info]
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end
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private
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def link_to_artifact(candidate)
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artifact = candidate.artifact
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return unless artifact.present?
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project_package_path(candidate.project, artifact)
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end
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def link_to_details(candidate)
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project_ml_candidate_path(candidate.project, candidate.iid)
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end
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def link_to_experiment(candidate)
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experiment = candidate.experiment
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project_ml_experiment_path(experiment.project, experiment.iid)
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end
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def user_info(candidate)
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user = candidate.user
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return unless user.present?
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{
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username: user.username,
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path: user_path(user)
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}
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end
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end
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end
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end
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