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Long Term Support Release

  • Bug fixes for general core bugs in 3.9.x will end* 10 May 2021 (12 months).
  • Bug fixes for security issues in 3.9.x will end* 8 May 2023 (36 months).
  • PHP version: minimum PHP 7.2.0 Note: minimum PHP version has increased since Moodle 3.8. PHP 7.3.x and 7.4.x are supported too.
<?php
// This file is part of Moodle - http://moodle.org/
//
// Moodle is free software: you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
//
// Moodle is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with Moodle.  If not, see <http://www.gnu.org/licenses/>.

/**
 * Unit tests for the dataset manager.
 *
 * @package   core_analytics
 * @copyright 2017 David MonllaĆ³ {@link http://www.davidmonllao.com}
 * @license   http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
 */

defined('MOODLE_INTERNAL') || die();

/**
 * Unit tests for the dataset manager.
 *
 * @package   core_analytics
 * @copyright 2017 David MonllaĆ³ {@link http://www.davidmonllao.com}
 * @license   http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
 */
class dataset_manager_testcase extends advanced_testcase {

    /**
     * setUp
     *
     * @return null
     */
< public function setUp() {
> public function setUp(): void {
$this->resetAfterTest(true); $this->sharedtoprows = array( array('var1', 'var2'), array('value1', 'value2'), array('header1', 'header2') ); } /** * test_create_dataset * * @return null */ public function test_create_dataset() { $dataset1 = new \core_analytics\dataset_manager(1, 1, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false); $dataset1data = array_merge($this->sharedtoprows, array(array('yeah', 'yeah', 'yeah'))); $f1 = $dataset1->store($dataset1data); $f1contents = $f1->get_content();
< $this->assertContains('yeah', $f1contents); < $this->assertContains('var1', $f1contents); < $this->assertContains('value1', $f1contents); < $this->assertContains('header1', $f1contents);
> $this->assertStringContainsString('yeah', $f1contents); > $this->assertStringContainsString('var1', $f1contents); > $this->assertStringContainsString('value1', $f1contents); > $this->assertStringContainsString('header1', $f1contents);
} /** * test_merge_datasets * * @return null */ public function test_merge_datasets() { $dataset1 = new \core_analytics\dataset_manager(1, 1, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false); $dataset1data = array_merge($this->sharedtoprows, array(array('yeah', 'yeah', 'yeah'))); $f1 = $dataset1->store($dataset1data); $dataset2 = new \core_analytics\dataset_manager(1, 2, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false); $dataset2data = array_merge($this->sharedtoprows, array(array('no', 'no', 'no'))); $f2 = $dataset2->store($dataset2data); $files = array($f1, $f2); $merged = \core_analytics\dataset_manager::merge_datasets($files, 1, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA); $mergedfilecontents = $merged->get_content();
< $this->assertContains('yeah', $mergedfilecontents); < $this->assertContains('no', $mergedfilecontents); < $this->assertContains('var1', $mergedfilecontents); < $this->assertContains('value1', $mergedfilecontents); < $this->assertContains('header1', $mergedfilecontents);
> $this->assertStringContainsString('yeah', $mergedfilecontents); > $this->assertStringContainsString('no', $mergedfilecontents); > $this->assertStringContainsString('var1', $mergedfilecontents); > $this->assertStringContainsString('value1', $mergedfilecontents); > $this->assertStringContainsString('header1', $mergedfilecontents);
} /** * test_get_pending_files * * @return null */ public function test_get_pending_files() { global $DB; $this->resetAfterTest(); $fakemodelid = 123; $timesplittingids = array( '\core\analytics\time_splitting\quarters', '\core\analytics\time_splitting\quarters_accum', ); // No files. $this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids)); $this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids)); // We will reuse this analysable file to create training and prediction datasets (analysable level files are // merged into training and prediction files). $analysabledataset = new \core_analytics\dataset_manager($fakemodelid, 1, 'whatever', \core_analytics\dataset_manager::LABELLED_FILEAREA, false); $analysabledatasetdata = array_merge($this->sharedtoprows, array(array('yeah', 'yeah', 'yeah'))); $file = $analysabledataset->store($analysabledatasetdata); // Evaluation files ignored. $evaluationdataset = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid, '\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::LABELLED_FILEAREA, true); $this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids)); $this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids)); // Training and prediction files are not mixed up. $trainingfile1 = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid, '\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::LABELLED_FILEAREA, false); $this->waitForSecond(); $trainingfile2 = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid, '\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::LABELLED_FILEAREA, false); $bytimesplitting = \core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids); $this->assertFalse(isset($bytimesplitting['\core\analytics\time_splitting\quarters_accum'])); $this->assertCount(2, $bytimesplitting['\core\analytics\time_splitting\quarters']); $this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids)); $predictionfile = \core_analytics\dataset_manager::merge_datasets(array($file), $fakemodelid, '\core\analytics\time_splitting\quarters', \core_analytics\dataset_manager::UNLABELLED_FILEAREA, false); $bytimesplitting = \core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids); $this->assertFalse(isset($bytimesplitting['\core\analytics\time_splitting\quarters_accum'])); $this->assertCount(1, $bytimesplitting['\core\analytics\time_splitting\quarters']); // Already used for training and prediction are discarded. $usedfile = (object)['modelid' => $fakemodelid, 'fileid' => $trainingfile1->get_id(), 'action' => 'trained', 'time' => time()]; $DB->insert_record('analytics_used_files', $usedfile); $bytimesplitting = \core_analytics\dataset_manager::get_pending_files($fakemodelid, true, $timesplittingids); $this->assertCount(1, $bytimesplitting['\core\analytics\time_splitting\quarters']); $usedfile->fileid = $predictionfile->get_id(); $usedfile->action = 'predicted'; $DB->insert_record('analytics_used_files', $usedfile); $this->assertEmpty(\core_analytics\dataset_manager::get_pending_files($fakemodelid, false, $timesplittingids)); } }