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Code Editor : time_splittings_test.php
<?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 core time splitting methods. * * @package core * @category analytics * @copyright 2017 David Monllaó {@link http://www.davidmonllao.com} * @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later */ defined('MOODLE_INTERNAL') || die(); require_once(__DIR__ . '/../../analytics/tests/fixtures/test_timesplitting_seconds.php'); require_once(__DIR__ . '/../../analytics/tests/fixtures/test_timesplitting_upcoming_seconds.php'); require_once(__DIR__ . '/../../lib/enrollib.php'); /** * Unit tests for core time splitting methods. * * @package core * @category analytics * @copyright 2017 David Monllaó {@link http://www.davidmonllao.com} * @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later */ class core_analytics_time_splittings_testcase extends advanced_testcase { /** * setUp * * @return void */ public function setUp(): void { $this->resetAfterTest(true); // Generate training data. $params = array( 'startdate' => mktime(8, 15, 32, 10, 24, 2015), 'enddate' => mktime(12, 12, 31, 10, 24, 2016), ); $this->course = $this->getDataGenerator()->create_course($params); $this->analysable = new \core_analytics\course($this->course); } /** * test_ranges * * @return void */ public function test_valid_ranges() { // All core time splitting methods. $timesplittings = array( '\core\analytics\time_splitting\deciles', '\core\analytics\time_splitting\deciles_accum', '\core\analytics\time_splitting\no_splitting', '\core\analytics\time_splitting\quarters', '\core\analytics\time_splitting\quarters_accum', '\core\analytics\time_splitting\single_range', '\core\analytics\time_splitting\upcoming_week', ); // Check that defined ranges are valid (tested through validate_ranges). foreach ($timesplittings as $timesplitting) { $instance = new $timesplitting(); $instance->set_analysable($this->analysable); } } /** * test_range_dates * * @return void */ public function test_range_dates() { $nov2015 = mktime(0, 0, 0, 11, 24, 2015); $aug2016 = mktime(0, 0, 0, 8, 29, 2016); // Equal parts. $quarters = new \core\analytics\time_splitting\quarters(); $quarters->set_analysable($this->analysable); $ranges = $quarters->get_all_ranges(); $this->assertCount(4, $ranges); $this->assertCount(4, $quarters->get_training_ranges()); $this->assertCount(4, $quarters->get_distinct_ranges()); $this->assertGreaterThan($ranges[0]['start'], $ranges[1]['start']); $this->assertGreaterThan($ranges[0]['end'], $ranges[1]['start']); $this->assertGreaterThan($ranges[0]['end'], $ranges[1]['end']); $this->assertGreaterThan($ranges[1]['start'], $ranges[2]['start']); $this->assertGreaterThan($ranges[1]['end'], $ranges[2]['start']); $this->assertGreaterThan($ranges[1]['end'], $ranges[2]['end']); $this->assertGreaterThan($ranges[2]['start'], $ranges[3]['start']); $this->assertGreaterThan($ranges[2]['end'], $ranges[3]['end']); $this->assertGreaterThan($ranges[2]['end'], $ranges[3]['start']); // First range. $this->assertLessThan($nov2015, $ranges[0]['start']); $this->assertGreaterThan($nov2015, $ranges[0]['end']); // Last range. $this->assertLessThan($aug2016, $ranges[3]['start']); $this->assertGreaterThan($aug2016, $ranges[3]['end']); // Accumulative. $accum = new \core\analytics\time_splitting\quarters_accum(); $accum->set_analysable($this->analysable); $ranges = $accum->get_all_ranges(); $this->assertCount(4, $ranges); $this->assertCount(4, $accum->get_training_ranges()); $this->assertCount(4, $accum->get_distinct_ranges()); $this->assertEquals($ranges[0]['start'], $ranges[1]['start']); $this->assertEquals($ranges[1]['start'], $ranges[2]['start']); $this->assertEquals($ranges[2]['start'], $ranges[3]['start']); $this->assertGreaterThan($ranges[0]['end'], $ranges[1]['end']); $this->assertGreaterThan($ranges[1]['end'], $ranges[2]['end']); $this->assertGreaterThan($ranges[2]['end'], $ranges[3]['end']); // Present in all ranges. $this->assertLessThan($nov2015, $ranges[0]['start']); $this->assertGreaterThan($nov2015, $ranges[0]['end']); $this->assertGreaterThan($nov2015, $ranges[1]['end']); $this->assertGreaterThan($nov2015, $ranges[2]['end']); $this->assertGreaterThan($nov2015, $ranges[3]['end']); // Only in the last range. $this->assertLessThan($aug2016, $ranges[0]['end']); $this->assertLessThan($aug2016, $ranges[1]['end']); $this->assertLessThan($aug2016, $ranges[2]['end']); $this->assertLessThan($aug2016, $ranges[3]['start']); $this->assertGreaterThan($aug2016, $ranges[3]['end']); } /** * test_ready_predict * * @return void */ public function test_ready_predict() { $quarters = new \core\analytics\time_splitting\quarters(); $nosplitting = new \core\analytics\time_splitting\no_splitting(); $singlerange = new \core\analytics\time_splitting\single_range(); $range = array( 'start' => time() - 100, 'end' => time() - 20, ); $range['time'] = $range['end']; $this->assertTrue($quarters->ready_to_predict($range)); $this->assertTrue($nosplitting->ready_to_predict($range)); // Single range time is 0. $range['time'] = 0; $this->assertTrue($singlerange->ready_to_predict($range)); $range = array( 'start' => time() + 20, 'end' => time() + 100, ); $range['time'] = $range['end']; $this->assertFalse($quarters->ready_to_predict($range)); $this->assertTrue($nosplitting->ready_to_predict($range)); // Single range time is 0. $range['time'] = 0; $this->assertTrue($singlerange->ready_to_predict($range)); } /** * test_periodic * * @return void */ public function test_periodic() { // Using a finished course. $pastweek = new \core\analytics\time_splitting\past_week(); $pastweek->set_analysable($this->analysable); $this->assertCount(1, $pastweek->get_distinct_ranges()); $ranges = $pastweek->get_all_ranges(); $this->assertEquals(52, count($ranges)); $this->assertEquals($this->course->startdate, $ranges[0]['start']); $this->assertNotEquals($this->course->startdate, $ranges[0]['time']); // The analysable is finished so all ranges are available for training. $this->assertCount(count($ranges), $pastweek->get_training_ranges()); $ranges = $pastweek->get_most_recent_prediction_range(); $range = reset($ranges); $this->assertEquals(51, key($ranges)); // We now use an ongoing course not yet ready to generate predictions. $threedaysago = new DateTime('-3 days'); $params = array( 'startdate' => $threedaysago->getTimestamp(), ); $ongoingcourse = $this->getDataGenerator()->create_course($params); $ongoinganalysable = new \core_analytics\course($ongoingcourse); $pastweek = new \core\analytics\time_splitting\past_week(); $pastweek->set_analysable($ongoinganalysable); $ranges = $pastweek->get_all_ranges(); $this->assertEquals(0, count($ranges)); $this->assertCount(0, $pastweek->get_training_ranges()); // We now use a ready-to-predict ongoing course. $onemonthago = new DateTime('-30 days'); $params = array( 'startdate' => $onemonthago->getTimestamp(), ); $ongoingcourse = $this->getDataGenerator()->create_course($params); $ongoinganalysable = new \core_analytics\course($ongoingcourse); $pastweek = new \core\analytics\time_splitting\past_week(); $pastweek->set_analysable($ongoinganalysable); $this->assertCount(1, $pastweek->get_distinct_ranges()); $ranges = $pastweek->get_all_ranges(); $this->assertEquals(4, count($ranges)); $this->assertCount(4, $pastweek->get_training_ranges()); $ranges = $pastweek->get_most_recent_prediction_range(); $range = reset($ranges); $this->assertEquals(3, key($ranges)); $this->assertEqualsWithDelta(time(), $range['time'], 1); // 1 second delta for the start just in case a second passes between the set_analysable call // and this checking below. $time = new \DateTime(); $time->sub($pastweek->periodicity()); $this->assertEqualsWithDelta($time->getTimestamp(), $range['start'], 1.0); $this->assertEqualsWithDelta(time(), $range['end'], 1); $starttime = time(); $upcomingweek = new \core\analytics\time_splitting\upcoming_week(); $upcomingweek->set_analysable($ongoinganalysable); $this->assertCount(1, $upcomingweek->get_distinct_ranges()); $ranges = $upcomingweek->get_all_ranges(); $this->assertEquals(1, count($ranges)); $range = reset($ranges); $this->assertEqualsWithDelta(time(), $range['time'], 1); $this->assertEqualsWithDelta(time(), $range['start'], 1); $this->assertGreaterThan(time(), $range['end']); $this->assertCount(0, $upcomingweek->get_training_ranges()); $ranges = $upcomingweek->get_most_recent_prediction_range(); $range = reset($ranges); $this->assertEquals(0, key($ranges)); $this->assertEqualsWithDelta(time(), $range['time'], 1); $this->assertEqualsWithDelta(time(), $range['start'], 1); $this->assertGreaterThanOrEqual($starttime, $range['time']); $this->assertGreaterThanOrEqual($starttime, $range['start']); $this->assertGreaterThan(time(), $range['end']); $this->assertNotEmpty($upcomingweek->get_range_by_index(0)); $this->assertFalse($upcomingweek->get_range_by_index(1)); // We now check how new ranges get added as time passes. $fewsecsago = new DateTime('-5 seconds'); $params = array( 'startdate' => $fewsecsago->getTimestamp(), 'enddate' => (new DateTimeImmutable('+1 year'))->getTimestamp(), ); $course = $this->getDataGenerator()->create_course($params); $analysable = new \core_analytics\course($course); $seconds = new test_timesplitting_seconds(); $seconds->set_analysable($analysable); // Store the ranges we just obtained. $ranges = $seconds->get_all_ranges(); $nranges = count($ranges); $ntrainingranges = count($seconds->get_training_ranges()); $mostrecentrange = $seconds->get_most_recent_prediction_range(); $mostrecentrange = reset($mostrecentrange); // We wait for the next range to be added. sleep(1); // We set the analysable again so the time ranges are recalculated. $seconds->set_analysable($analysable); $newranges = $seconds->get_all_ranges(); $nnewranges = count($newranges); $nnewtrainingranges = $seconds->get_training_ranges(); $newmostrecentrange = $seconds->get_most_recent_prediction_range(); $newmostrecentrange = reset($newmostrecentrange); $this->assertGreaterThan($nranges, $nnewranges); $this->assertGreaterThan($ntrainingranges, $nnewtrainingranges); $this->assertGreaterThan($mostrecentrange['time'], $newmostrecentrange['time']); // All the ranges but the last one should return the same values. array_pop($ranges); array_pop($newranges); foreach ($ranges as $key => $range) { $this->assertEquals($newranges[$key]['start'], $range['start']); $this->assertEquals($newranges[$key]['end'], $range['end']); $this->assertEquals($newranges[$key]['time'], $range['time']); } // Fake model id, we can use any int, we will need to reference it later. $modelid = 1505347200; $upcomingseconds = new test_timesplitting_upcoming_seconds(); $upcomingseconds->set_modelid($modelid); $upcomingseconds->set_analysable($analysable); // Store the ranges we just obtained. $ranges = $upcomingseconds->get_all_ranges(); $nranges = count($ranges); $ntrainingranges = count($upcomingseconds->get_training_ranges()); $mostrecentrange = $upcomingseconds->get_most_recent_prediction_range(); $mostrecentrange = reset($mostrecentrange); // Mimic the modelfirstanalyses caching in \core_analytics\analysis. $this->mock_cache_first_analysis_caching($modelid, $analysable->get_id(), end($ranges)); // We wait for the next range to be added. sleep(1); // We set the analysable again so the time ranges are recalculated. $upcomingseconds->set_analysable($analysable); $newranges = $upcomingseconds->get_all_ranges(); $nnewranges = count($newranges); $nnewtrainingranges = $upcomingseconds->get_training_ranges(); $newmostrecentrange = $upcomingseconds->get_most_recent_prediction_range(); $newmostrecentrange = reset($newmostrecentrange); $this->assertGreaterThan($nranges, $nnewranges); $this->assertGreaterThan($ntrainingranges, $nnewtrainingranges); $this->assertGreaterThan($mostrecentrange['time'], $newmostrecentrange['time']); // All the ranges but the last one should return the same values. array_pop($ranges); array_pop($newranges); foreach ($ranges as $key => $range) { $this->assertEquals($newranges[$key]['start'], $range['start']); $this->assertEquals($newranges[$key]['end'], $range['end']); $this->assertEquals($newranges[$key]['time'], $range['time']); } } /** * Mocks core_analytics\analysis caching of the first time analysables were analysed. * * @param int $modelid * @param int $analysableid * @param array $range * @return null */ private function mock_cache_first_analysis_caching($modelid, $analysableid, $range) { $cache = \cache::make('core', 'modelfirstanalyses'); $cache->set($modelid . '_' . $analysableid, $range['time']); } }
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