meteos-ui/meteos_ui/static/dashboard/machine_learning/datasets/create/dataset-model.js

92 lines
2.4 KiB
JavaScript

/**
* Licensed under the Apache License, Version 2.0 (the "License"); you may
* not use this file except in compliance with the License. You may obtain
* a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*/
(function() {
'use strict';
angular
.module('horizon.dashboard.machine_learning.datasets')
.factory('horizon.dashboard.machine_learning.datasets.datasetModel', datasetModel);
datasetModel.$inject = [
'horizon.app.core.openstack-service-api.meteos'
];
function datasetModel(meteos) {
var model = {
newDatasetSpec: {},
newCommonDataset: {},
// API methods
init: init,
createDataset: createDataset
};
function initNewDatasetSpec() {
model.newDatasetSpec = {
method: null,
display_name: null,
display_description: null,
source_dataset_url: null,
experiment_id: null,
params: null,
percent_train: 0.8,
percent_test: 0.2,
swift_tenant: null,
swift_username: null,
swift_password: null
};
model.newCommonDataset = {
location: null,
format: 'csv',
dataset_uuid: null,
container_name: null,
object_name: null,
swift_tenant: null,
swift_username: null,
swift_password: null
};
}
function init() {
// Reset the new Dataset spec
initNewDatasetSpec();
}
function createDataset() {
var finalSpec = angular.copy(model.newDatasetSpec);
var commonDataset = angular.copy(model.newCommonDataset);
var url = "";
if(commonDataset.location == 'swift'){
url = 'swift://' +
commonDataset.container_name + '/' +
commonDataset.object_name;
}else{
url = 'internal://' + commonDataset.dataset_uuid;
}
finalSpec.source_dataset_url = url;
finalSpec.swift_tenant = commonDataset.swift_tenant;
finalSpec.swift_username = commonDataset.swift_username;
finalSpec.swift_password = commonDataset.swift_password;
return meteos.createDataset(finalSpec);
}
return model;
}
})();