# frozen_string_literal: true module Projects module Ml module ExperimentsHelper require 'json' include ActionView::Helpers::NumberHelper def show_candidate_view_model(candidate) data = { candidate: { params: candidate.params, metrics: candidate.latest_metrics, info: { iid: candidate.iid, path_to_artifact: link_to_artifact(candidate), experiment_name: candidate.experiment.name, path_to_experiment: link_to_experiment(candidate.project, candidate.experiment), status: candidate.status }, metadata: candidate.metadata } } Gitlab::Json.generate(data) end def candidates_table_items(candidates) items = candidates.map do |candidate| { **candidate.params.to_h { |p| [p.name, p.value] }, **candidate.latest_metrics.to_h { |m| [m.name, number_with_precision(m.value, precision: 4)] }, artifact: link_to_artifact(candidate), details: link_to_details(candidate), name: candidate.name, created_at: candidate.created_at, user: user_info(candidate) } end Gitlab::Json.generate(items) end def unique_logged_names(candidates, &selector) Gitlab::Json.generate(candidates.flat_map(&selector).map(&:name).uniq) end def experiments_as_data(project, experiments) data = experiments.map do |exp| { name: exp.name, path: link_to_experiment(project, exp), candidate_count: exp.candidate_count } end Gitlab::Json.generate(data) end def page_info(paginator) { has_next_page: paginator.has_next_page?, has_previous_page: paginator.has_previous_page?, start_cursor: paginator.cursor_for_previous_page, end_cursor: paginator.cursor_for_next_page } end def formatted_page_info(page_info) Gitlab::Json.generate(page_info) end def link_to_artifact(candidate) artifact = candidate.artifact return unless artifact.present? project_package_path(candidate.project, artifact) end def link_to_details(candidate) project_ml_candidate_path(candidate.project, candidate.iid) end def link_to_experiment(project, experiment) project_ml_experiment_path(project, experiment.iid) end def user_info(candidate) user = candidate.user return unless user.present? { username: user.username, path: user_path(user) } end end end end