30 lines
812 B
Ruby
30 lines
812 B
Ruby
# frozen_string_literal: true
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module Ml
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class Candidate < ApplicationRecord
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enum status: { running: 0, scheduled: 1, finished: 2, failed: 3, killed: 4 }
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validates :iid, :experiment, presence: true
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validates :status, inclusion: { in: statuses.keys }
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belongs_to :experiment, class_name: 'Ml::Experiment'
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belongs_to :user
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has_many :metrics, class_name: 'Ml::CandidateMetric'
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has_many :params, class_name: 'Ml::CandidateParam'
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default_value_for(:iid) { SecureRandom.uuid }
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def artifact_root
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"/ml_candidate_#{iid}/-/"
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end
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class << self
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def with_project_id_and_iid(project_id, iid)
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return unless project_id.present? && iid.present?
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joins(:experiment).find_by(experiment: { project_id: project_id }, iid: iid)
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end
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end
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end
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end
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