80 lines
3 KiB
Ruby
80 lines
3 KiB
Ruby
# frozen_string_literal: true
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require 'mime/types'
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module API
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# MLFlow integration API, replicating the Rest API https://www.mlflow.org/docs/latest/rest-api.html#rest-api
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module Ml
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module Mlflow
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class Experiments < ::API::Base
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feature_category :mlops
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resource :experiments do
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desc 'Fetch experiment by experiment_id' do
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success Entities::Ml::Mlflow::GetExperiment
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detail 'https://www.mlflow.org/docs/1.28.0/rest-api.html#get-experiment'
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end
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params do
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optional :experiment_id, type: String, default: '', desc: 'Experiment ID, in reference to the project'
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end
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get 'get', urgency: :low do
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present experiment, with: Entities::Ml::Mlflow::GetExperiment
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end
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desc 'Fetch experiment by experiment_name' do
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success Entities::Ml::Mlflow::GetExperiment
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detail 'https://www.mlflow.org/docs/1.28.0/rest-api.html#get-experiment-by-name'
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end
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params do
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optional :experiment_name, type: String, default: '', desc: 'Experiment name'
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end
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get 'get-by-name', urgency: :low do
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present experiment, with: Entities::Ml::Mlflow::GetExperiment
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end
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desc 'List experiments' do
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success Entities::Ml::Mlflow::ListExperiment
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detail 'https://www.mlflow.org/docs/latest/rest-api.html#list-experiments'
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end
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get 'list', urgency: :low do
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response = { experiments: experiment_repository.all }
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present response, with: Entities::Ml::Mlflow::ListExperiment
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end
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desc 'Create experiment' do
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success Entities::Ml::Mlflow::NewExperiment
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detail 'https://www.mlflow.org/docs/1.28.0/rest-api.html#create-experiment'
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end
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params do
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requires :name, type: String, desc: 'Experiment name'
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optional :tags, type: Array, desc: 'Tags with information about the experiment'
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optional :artifact_location, type: String, desc: 'This will be ignored'
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end
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post 'create', urgency: :low do
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present experiment_repository.create!(params[:name], params[:tags]),
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with: Entities::Ml::Mlflow::NewExperiment
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rescue ActiveRecord::RecordInvalid
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resource_already_exists!
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end
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desc 'Sets a tag for an experiment.' do
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summary 'Sets a tag for an experiment. '
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detail 'https://www.mlflow.org/docs/1.28.0/rest-api.html#set-experiment-tag'
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end
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params do
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requires :experiment_id, type: String, desc: 'ID of the experiment.'
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requires :key, type: String, desc: 'Name for the tag.'
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requires :value, type: String, desc: 'Value for the tag.'
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end
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post 'set-experiment-tag', urgency: :low do
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bad_request! unless experiment_repository.add_tag!(experiment, params[:key], params[:value])
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{}
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end
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end
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end
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end
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end
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end
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