2022-11-25 23:54:43 +05:30
|
|
|
# frozen_string_literal: true
|
|
|
|
|
|
|
|
module Ml
|
|
|
|
module ExperimentTracking
|
|
|
|
class ExperimentRepository
|
|
|
|
attr_accessor :project, :user
|
|
|
|
|
|
|
|
def initialize(project, user = nil)
|
|
|
|
@project = project
|
|
|
|
@user = user
|
|
|
|
end
|
|
|
|
|
|
|
|
def by_iid_or_name(iid: nil, name: nil)
|
|
|
|
return ::Ml::Experiment.by_project_id_and_iid(project.id, iid) if iid
|
|
|
|
|
|
|
|
::Ml::Experiment.by_project_id_and_name(project.id, name) if name
|
|
|
|
end
|
|
|
|
|
|
|
|
def all
|
|
|
|
::Ml::Experiment.by_project_id(project.id)
|
|
|
|
end
|
|
|
|
|
2023-03-04 22:38:38 +05:30
|
|
|
def create!(name, tags = nil)
|
|
|
|
experiment = ::Ml::Experiment.create!(name: name,
|
|
|
|
user: user,
|
|
|
|
project: project)
|
|
|
|
|
|
|
|
add_tags(experiment, tags)
|
|
|
|
|
|
|
|
experiment
|
|
|
|
end
|
|
|
|
|
|
|
|
def add_tag!(experiment, key, value)
|
|
|
|
return unless experiment.present?
|
|
|
|
|
|
|
|
experiment.metadata.create!(name: key, value: value)
|
|
|
|
end
|
|
|
|
|
|
|
|
private
|
|
|
|
|
|
|
|
def timestamps
|
|
|
|
current_time = Time.zone.now
|
|
|
|
|
|
|
|
{ created_at: current_time, updated_at: current_time }
|
|
|
|
end
|
|
|
|
|
|
|
|
def add_tags(experiment, tag_definitions)
|
|
|
|
return unless experiment.present? && tag_definitions.present?
|
|
|
|
|
|
|
|
entities = tag_definitions.map do |d|
|
|
|
|
{
|
|
|
|
experiment_id: experiment.id,
|
|
|
|
name: d[:key],
|
|
|
|
value: d[:value],
|
|
|
|
**timestamps
|
|
|
|
}
|
|
|
|
end
|
|
|
|
|
|
|
|
::Ml::ExperimentMetadata.insert_all(entities, returning: false) unless entities.empty?
|
2022-11-25 23:54:43 +05:30
|
|
|
end
|
|
|
|
end
|
|
|
|
end
|
|
|
|
end
|