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# frozen_string_literal: true
module Projects
module Ml
module ExperimentsHelper
require 'json'
include ActionView::Helpers::NumberHelper
def experiment_as_data(experiment)
data = {
name: experiment.name,
path: link_to_experiment(experiment.project, experiment)
}
Gitlab::Json.generate(data)
end
def candidates_table_items(candidates, current_user)
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)] },
ci_job: job_info(candidate, current_user),
artifact: link_to_artifact(candidate),
details: link_to_details(candidate),
name: candidate.name,
created_at: candidate.created_at,
user: user_info(candidate, current_user)
}
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 job_info(candidate, user)
return unless candidate.from_ci? && can?(user, :read_build, candidate.ci_build)
build = candidate.ci_build
{
path: project_job_path(build.project, build),
name: build.name
}
end
def link_to_experiment(project, experiment)
project_ml_experiment_path(project, experiment.iid)
end
def user_info(candidate, current_user)
user =
if candidate.from_ci?
candidate.ci_build.user if can?(current_user, :read_build, candidate.ci_build)
else
candidate.user
end
return unless user.present?
{
username: user.username,
path: user_path(user)
}
end
end
end
end
|
