77 lines
2 KiB
Ruby
77 lines
2 KiB
Ruby
# frozen_string_literal: true
|
|
module Projects
|
|
module Ml
|
|
module ExperimentsHelper
|
|
require 'json'
|
|
include ActionView::Helpers::NumberHelper
|
|
|
|
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 candidate_as_data(candidate)
|
|
data = {
|
|
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),
|
|
status: candidate.status
|
|
},
|
|
metadata: candidate.metadata
|
|
}
|
|
|
|
Gitlab::Json.generate(data)
|
|
end
|
|
|
|
private
|
|
|
|
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(candidate)
|
|
experiment = candidate.experiment
|
|
|
|
project_ml_experiment_path(experiment.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
|