Sha256: 59974841a07b4e9bfa9f54b87c340062de3aa936caa977417e48717e21b4fc74
Contents?: true
Size: 1.38 KB
Versions: 54
Compression:
Stored size: 1.38 KB
Contents
# == Schema Information
#
# Table name: easy_ml_model_histories
#
# id :bigint not null, primary key
# model_id :integer not null
# name :string not null
# model_type :string
# status :string
# dataset_id :integer
# model_file_id :integer
# configuration :json
# version :string not null
# root_dir :string
# file :json
# sha :string
# last_trained_at :datetime
# is_training :boolean
# created_at :datetime not null
# updated_at :datetime not null
# history_started_at :datetime not null
# history_ended_at :datetime
# history_user_id :integer
# snapshot_id :string
#
module EasyML
class ModelHistory < ActiveRecord::Base
self.table_name = "easy_ml_model_histories"
include Historiographer::History
scope :deployed, -> {
where(id: EasyML::Deploy.latest.includes(:model_version).map(&:model_version).compact.map(&:id))
}
def status
@status ||= if is_deployed?
:inference
else
:retired
end
end
def is_deployed?
EasyML::Deploy.latest.where(model_id: model_id)&.first&.model_version&.id == id
end
def fit
raise "Cannot train inference model"
end
end
end
Version data entries
54 entries across 54 versions & 1 rubygems