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. /** * Provides the {@link analytics_stats_testcase} class. * * @package core_analytics * @category test * @copyright 2019 David Mudrák
* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later */ defined('MOODLE_INTERNAL') || die(); require_once(__DIR__ . '/fixtures/test_indicator_fullname.php'); require_once(__DIR__ . '/fixtures/test_target_shortname.php'); /** * Unit tests for the analytics stats. * * @copyright 2019 David Mudrák
* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later */ class analytics_stats_testcase extends advanced_testcase { /** * Set up the test environment. */ public function setUp() { $this->setAdminUser(); } /** * Test the {@link \core_analytics\stats::enabled_models()} implementation. */ public function test_enabled_models() { $this->resetAfterTest(true); // By default, sites have {@link \core_course\analytics\target\no_teaching} and // {@link \core_user\analytics\target\upcoming_activities_due} enabled. $this->assertEquals(2, \core_analytics\stats::enabled_models()); $model = \core_analytics\model::create( \core_analytics\manager::get_target('\core_course\analytics\target\course_dropout'), [ \core_analytics\manager::get_indicator('\core\analytics\indicator\any_write_action'), ] ); // Purely adding a new model does not make it included in the stats. $this->assertEquals(2, \core_analytics\stats::enabled_models()); // New models must be enabled to have them counted. $model->enable('\core\analytics\time_splitting\quarters'); $this->assertEquals(3, \core_analytics\stats::enabled_models()); } /** * Test the {@link \core_analytics\stats::predictions()} implementation. */ public function test_predictions() { $this->resetAfterTest(true); $model = \core_analytics\model::create( \core_analytics\manager::get_target('test_target_shortname'), [ \core_analytics\manager::get_indicator('test_indicator_fullname'), ] ); $model->enable('\core\analytics\time_splitting\no_splitting'); // Train the model. $this->getDataGenerator()->create_course(['shortname' => 'a', 'fullname' => 'a', 'visible' => 1]); $this->getDataGenerator()->create_course(['shortname' => 'b', 'fullname' => 'b', 'visible' => 1]); $model->train(); // No predictions yet. $this->assertEquals(0, \core_analytics\stats::predictions()); // Get one new prediction. $this->getDataGenerator()->create_course(['shortname' => 'aa', 'fullname' => 'aa', 'visible' => 0]); $result = $model->predict(); $this->assertEquals(1, count($result->predictions)); $this->assertEquals(1, \core_analytics\stats::predictions()); // Nothing changes if there is no new prediction. $result = $model->predict(); $this->assertFalse(isset($result->predictions)); $this->assertEquals(1, \core_analytics\stats::predictions()); // Get two more predictions, we have three in total now. $this->getDataGenerator()->create_course(['shortname' => 'bb', 'fullname' => 'bb', 'visible' => 0]); $this->getDataGenerator()->create_course(['shortname' => 'cc', 'fullname' => 'cc', 'visible' => 0]); $result = $model->predict(); $this->assertEquals(2, count($result->predictions)); $this->assertEquals(3, \core_analytics\stats::predictions()); } /** * Test the {@link \core_analytics\stats::actions()} and {@link \core_analytics\stats::actions_not_useful()} implementation. */ public function test_actions() { global $DB; $this->resetAfterTest(true); $model = \core_analytics\model::create( \core_analytics\manager::get_target('test_target_shortname'), [ \core_analytics\manager::get_indicator('test_indicator_fullname'), ] ); $model->enable('\core\analytics\time_splitting\no_splitting'); // Train the model. $this->getDataGenerator()->create_course(['shortname' => 'a', 'fullname' => 'a', 'visible' => 1]); $this->getDataGenerator()->create_course(['shortname' => 'b', 'fullname' => 'b', 'visible' => 1]); $model->train(); // Generate two predictions. $this->getDataGenerator()->create_course(['shortname' => 'aa', 'fullname' => 'aa', 'visible' => 0]); $this->getDataGenerator()->create_course(['shortname' => 'bb', 'fullname' => 'bb', 'visible' => 0]); $model->predict(); list($p1, $p2) = array_values($DB->get_records('analytics_predictions')); $p1 = new \core_analytics\prediction($p1, []); $p2 = new \core_analytics\prediction($p2, []); // No actions executed at the start. $this->assertEquals(0, \core_analytics\stats::actions()); $this->assertEquals(0, \core_analytics\stats::actions_not_useful()); // The user has acknowledged the first prediction. $p1->action_executed(\core_analytics\prediction::ACTION_FIXED, $model->get_target()); $this->assertEquals(1, \core_analytics\stats::actions()); $this->assertEquals(0, \core_analytics\stats::actions_not_useful()); // The user has marked the other prediction as not useful. $p2->action_executed(\core_analytics\prediction::ACTION_NOT_USEFUL, $model->get_target()); $this->assertEquals(2, \core_analytics\stats::actions()); $this->assertEquals(1, \core_analytics\stats::actions_not_useful()); } }