90 lines
3 KiB
Ruby
90 lines
3 KiB
Ruby
# frozen_string_literal: true
|
|
|
|
module Ml
|
|
class Candidate < ApplicationRecord
|
|
include Sortable
|
|
include AtomicInternalId
|
|
include IgnorableColumns
|
|
|
|
ignore_column :iid, remove_with: '16.0', remove_after: '2023-05-01'
|
|
|
|
enum status: { running: 0, scheduled: 1, finished: 2, failed: 3, killed: 4 }
|
|
|
|
validates :eid, :experiment, presence: true
|
|
validates :status, inclusion: { in: statuses.keys }
|
|
|
|
belongs_to :experiment, class_name: 'Ml::Experiment'
|
|
belongs_to :user
|
|
belongs_to :package, class_name: 'Packages::Package'
|
|
belongs_to :project
|
|
belongs_to :ci_build, class_name: 'Ci::Build', optional: true
|
|
has_many :metrics, class_name: 'Ml::CandidateMetric'
|
|
has_many :params, class_name: 'Ml::CandidateParam'
|
|
has_many :metadata, class_name: 'Ml::CandidateMetadata'
|
|
has_many :latest_metrics, -> { latest }, class_name: 'Ml::CandidateMetric', inverse_of: :candidate
|
|
|
|
attribute :eid, default: -> { SecureRandom.uuid }
|
|
|
|
has_internal_id :internal_id,
|
|
scope: :project,
|
|
init: AtomicInternalId.project_init(self, :internal_id)
|
|
|
|
scope :including_relationships, -> { includes(:latest_metrics, :params, :user, :package, :project, :ci_build) }
|
|
scope :by_name, ->(name) { where("ml_candidates.name LIKE ?", "%#{sanitize_sql_like(name)}%") } # rubocop:disable GitlabSecurity/SqlInjection
|
|
|
|
scope :order_by_metric, ->(metric, direction) do
|
|
subquery = Ml::CandidateMetric.latest.where(name: metric)
|
|
column_expression = Arel::Table.new('latest')[:value]
|
|
metric_order_expression = direction.to_sym == :desc ? column_expression.desc : column_expression.asc
|
|
|
|
joins("INNER JOIN (#{subquery.to_sql}) latest ON latest.candidate_id = ml_candidates.id")
|
|
.select("ml_candidates.*", "latest.value as metric_value")
|
|
.order(
|
|
Gitlab::Pagination::Keyset::Order.build(
|
|
[
|
|
Gitlab::Pagination::Keyset::ColumnOrderDefinition.new(
|
|
attribute_name: 'metric_value',
|
|
order_expression: metric_order_expression,
|
|
nullable: :nulls_last,
|
|
distinct: false
|
|
),
|
|
Gitlab::Pagination::Keyset::ColumnOrderDefinition.new(
|
|
attribute_name: 'id',
|
|
order_expression: arel_table[:id].desc
|
|
)
|
|
])
|
|
)
|
|
end
|
|
|
|
alias_attribute :artifact, :package
|
|
alias_attribute :iid, :internal_id
|
|
|
|
delegate :package_name, to: :experiment
|
|
|
|
def artifact_root
|
|
"/#{package_name}/#{package_version}/"
|
|
end
|
|
|
|
def package_version
|
|
iid
|
|
end
|
|
|
|
def from_ci?
|
|
ci_build_id.present?
|
|
end
|
|
|
|
class << self
|
|
def with_project_id_and_eid(project_id, eid)
|
|
return unless project_id.present? && eid.present?
|
|
|
|
find_by(project_id: project_id, eid: eid)
|
|
end
|
|
|
|
def with_project_id_and_iid(project_id, iid)
|
|
return unless project_id.present? && iid.present?
|
|
|
|
find_by(project_id: project_id, internal_id: iid)
|
|
end
|
|
end
|
|
end
|
|
end
|