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# frozen_string_literal: true
module Ml
class CreateModelService
def initialize(project, name, user = nil, description = nil, metadata = [])
@project = project
@name = name
@description = description
@metadata = metadata
@user = user
end
def execute
ApplicationRecord.transaction do
model = Ml::Model.create!(
project: @project,
name: @name,
user: (@user.is_a?(User) ? @user : nil),
description: @description,
default_experiment: default_experiment
)
add_metadata(model, @metadata)
Gitlab::InternalEvents.track_event(
'model_registry_ml_model_created',
project: @project,
user: @user
)
model
end
end
private
def default_experiment
@default_experiment ||= Ml::FindOrCreateExperimentService.new(@project, @name).execute
end
def add_metadata(model, metadata_key_value)
return unless model.present? && metadata_key_value.present?
entities = metadata_key_value.map do |d|
{
model_id: model.id,
name: d[:key],
value: d[:value]
}
end
entities.each do |entry|
::Ml::ModelMetadata.create!(entry)
end
end
end
end
|
