1 |
efrain |
1 |
<?php
|
|
|
2 |
// This file is part of Moodle - http://moodle.org/
|
|
|
3 |
//
|
|
|
4 |
// Moodle is free software: you can redistribute it and/or modify
|
|
|
5 |
// it under the terms of the GNU General Public License as published by
|
|
|
6 |
// the Free Software Foundation, either version 3 of the License, or
|
|
|
7 |
// (at your option) any later version.
|
|
|
8 |
//
|
|
|
9 |
// Moodle is distributed in the hope that it will be useful,
|
|
|
10 |
// but WITHOUT ANY WARRANTY; without even the implied warranty of
|
|
|
11 |
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
|
|
12 |
// GNU General Public License for more details.
|
|
|
13 |
//
|
|
|
14 |
// You should have received a copy of the GNU General Public License
|
|
|
15 |
// along with Moodle. If not, see <http://www.gnu.org/licenses/>.
|
|
|
16 |
|
|
|
17 |
namespace core_analytics;
|
|
|
18 |
|
|
|
19 |
use test_timesplitting_seconds;
|
|
|
20 |
use test_timesplitting_upcoming_seconds;
|
|
|
21 |
|
|
|
22 |
defined('MOODLE_INTERNAL') || die();
|
|
|
23 |
|
|
|
24 |
require_once(__DIR__ . '/fixtures/test_timesplitting_seconds.php');
|
|
|
25 |
require_once(__DIR__ . '/fixtures/test_timesplitting_upcoming_seconds.php');
|
|
|
26 |
require_once(__DIR__ . '/../../lib/enrollib.php');
|
|
|
27 |
|
|
|
28 |
/**
|
|
|
29 |
* Unit tests for core time splitting methods.
|
|
|
30 |
*
|
|
|
31 |
* @package core
|
|
|
32 |
* @category test
|
|
|
33 |
* @copyright 2017 David Monllaó {@link http://www.davidmonllao.com}
|
|
|
34 |
* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
|
|
|
35 |
*/
|
|
|
36 |
class time_splittings_test extends \advanced_testcase {
|
|
|
37 |
|
|
|
38 |
/** @var \stdClass course record. */
|
|
|
39 |
protected $course;
|
|
|
40 |
|
|
|
41 |
/** @var course Moodle course analysable. */
|
|
|
42 |
protected $analysable;
|
|
|
43 |
|
|
|
44 |
/**
|
|
|
45 |
* setUp
|
|
|
46 |
*
|
|
|
47 |
* @return void
|
|
|
48 |
*/
|
|
|
49 |
public function setUp(): void {
|
|
|
50 |
|
|
|
51 |
$this->resetAfterTest(true);
|
|
|
52 |
|
|
|
53 |
// Generate training data.
|
|
|
54 |
$params = array(
|
|
|
55 |
'startdate' => mktime(8, 15, 32, 10, 24, 2015),
|
|
|
56 |
'enddate' => mktime(12, 12, 31, 10, 24, 2016),
|
|
|
57 |
);
|
|
|
58 |
$this->course = $this->getDataGenerator()->create_course($params);
|
|
|
59 |
$this->analysable = new \core_analytics\course($this->course);
|
|
|
60 |
}
|
|
|
61 |
|
|
|
62 |
/**
|
|
|
63 |
* test_ranges
|
|
|
64 |
*
|
|
|
65 |
* @return void
|
|
|
66 |
*/
|
11 |
efrain |
67 |
public function test_valid_ranges(): void {
|
1 |
efrain |
68 |
|
|
|
69 |
// All core time splitting methods.
|
|
|
70 |
$timesplittings = array(
|
|
|
71 |
'\core\analytics\time_splitting\deciles',
|
|
|
72 |
'\core\analytics\time_splitting\deciles_accum',
|
|
|
73 |
'\core\analytics\time_splitting\no_splitting',
|
|
|
74 |
'\core\analytics\time_splitting\quarters',
|
|
|
75 |
'\core\analytics\time_splitting\quarters_accum',
|
|
|
76 |
'\core\analytics\time_splitting\single_range',
|
|
|
77 |
'\core\analytics\time_splitting\upcoming_week',
|
|
|
78 |
);
|
|
|
79 |
|
|
|
80 |
// Check that defined ranges are valid (tested through validate_ranges).
|
|
|
81 |
foreach ($timesplittings as $timesplitting) {
|
|
|
82 |
$instance = new $timesplitting();
|
|
|
83 |
$instance->set_analysable($this->analysable);
|
|
|
84 |
}
|
|
|
85 |
}
|
|
|
86 |
|
|
|
87 |
/**
|
|
|
88 |
* test_range_dates
|
|
|
89 |
*
|
|
|
90 |
* @return void
|
|
|
91 |
*/
|
11 |
efrain |
92 |
public function test_range_dates(): void {
|
1 |
efrain |
93 |
|
|
|
94 |
$nov2015 = mktime(0, 0, 0, 11, 24, 2015);
|
|
|
95 |
$aug2016 = mktime(0, 0, 0, 8, 29, 2016);
|
|
|
96 |
|
|
|
97 |
// Equal parts.
|
|
|
98 |
$quarters = new \core\analytics\time_splitting\quarters();
|
|
|
99 |
$quarters->set_analysable($this->analysable);
|
|
|
100 |
$ranges = $quarters->get_all_ranges();
|
|
|
101 |
$this->assertCount(4, $ranges);
|
|
|
102 |
$this->assertCount(4, $quarters->get_training_ranges());
|
|
|
103 |
$this->assertCount(4, $quarters->get_distinct_ranges());
|
|
|
104 |
|
|
|
105 |
$this->assertGreaterThan($ranges[0]['start'], $ranges[1]['start']);
|
|
|
106 |
$this->assertGreaterThan($ranges[0]['end'], $ranges[1]['start']);
|
|
|
107 |
$this->assertGreaterThan($ranges[0]['end'], $ranges[1]['end']);
|
|
|
108 |
|
|
|
109 |
$this->assertGreaterThan($ranges[1]['start'], $ranges[2]['start']);
|
|
|
110 |
$this->assertGreaterThan($ranges[1]['end'], $ranges[2]['start']);
|
|
|
111 |
$this->assertGreaterThan($ranges[1]['end'], $ranges[2]['end']);
|
|
|
112 |
|
|
|
113 |
$this->assertGreaterThan($ranges[2]['start'], $ranges[3]['start']);
|
|
|
114 |
$this->assertGreaterThan($ranges[2]['end'], $ranges[3]['end']);
|
|
|
115 |
$this->assertGreaterThan($ranges[2]['end'], $ranges[3]['start']);
|
|
|
116 |
|
|
|
117 |
// First range.
|
|
|
118 |
$this->assertLessThan($nov2015, $ranges[0]['start']);
|
|
|
119 |
$this->assertGreaterThan($nov2015, $ranges[0]['end']);
|
|
|
120 |
|
|
|
121 |
// Last range.
|
|
|
122 |
$this->assertLessThan($aug2016, $ranges[3]['start']);
|
|
|
123 |
$this->assertGreaterThan($aug2016, $ranges[3]['end']);
|
|
|
124 |
|
|
|
125 |
// Accumulative.
|
|
|
126 |
$accum = new \core\analytics\time_splitting\quarters_accum();
|
|
|
127 |
$accum->set_analysable($this->analysable);
|
|
|
128 |
$ranges = $accum->get_all_ranges();
|
|
|
129 |
$this->assertCount(4, $ranges);
|
|
|
130 |
$this->assertCount(4, $accum->get_training_ranges());
|
|
|
131 |
$this->assertCount(4, $accum->get_distinct_ranges());
|
|
|
132 |
|
|
|
133 |
$this->assertEquals($ranges[0]['start'], $ranges[1]['start']);
|
|
|
134 |
$this->assertEquals($ranges[1]['start'], $ranges[2]['start']);
|
|
|
135 |
$this->assertEquals($ranges[2]['start'], $ranges[3]['start']);
|
|
|
136 |
|
|
|
137 |
$this->assertGreaterThan($ranges[0]['end'], $ranges[1]['end']);
|
|
|
138 |
$this->assertGreaterThan($ranges[1]['end'], $ranges[2]['end']);
|
|
|
139 |
$this->assertGreaterThan($ranges[2]['end'], $ranges[3]['end']);
|
|
|
140 |
|
|
|
141 |
// Present in all ranges.
|
|
|
142 |
$this->assertLessThan($nov2015, $ranges[0]['start']);
|
|
|
143 |
$this->assertGreaterThan($nov2015, $ranges[0]['end']);
|
|
|
144 |
$this->assertGreaterThan($nov2015, $ranges[1]['end']);
|
|
|
145 |
$this->assertGreaterThan($nov2015, $ranges[2]['end']);
|
|
|
146 |
$this->assertGreaterThan($nov2015, $ranges[3]['end']);
|
|
|
147 |
|
|
|
148 |
// Only in the last range.
|
|
|
149 |
$this->assertLessThan($aug2016, $ranges[0]['end']);
|
|
|
150 |
$this->assertLessThan($aug2016, $ranges[1]['end']);
|
|
|
151 |
$this->assertLessThan($aug2016, $ranges[2]['end']);
|
|
|
152 |
$this->assertLessThan($aug2016, $ranges[3]['start']);
|
|
|
153 |
$this->assertGreaterThan($aug2016, $ranges[3]['end']);
|
|
|
154 |
}
|
|
|
155 |
|
|
|
156 |
/**
|
|
|
157 |
* test_ready_predict
|
|
|
158 |
*
|
|
|
159 |
* @return void
|
|
|
160 |
*/
|
11 |
efrain |
161 |
public function test_ready_predict(): void {
|
1 |
efrain |
162 |
|
|
|
163 |
$quarters = new \core\analytics\time_splitting\quarters();
|
|
|
164 |
$nosplitting = new \core\analytics\time_splitting\no_splitting();
|
|
|
165 |
$singlerange = new \core\analytics\time_splitting\single_range();
|
|
|
166 |
|
|
|
167 |
$range = array(
|
|
|
168 |
'start' => time() - 100,
|
|
|
169 |
'end' => time() - 20,
|
|
|
170 |
);
|
|
|
171 |
$range['time'] = $range['end'];
|
|
|
172 |
$this->assertTrue($quarters->ready_to_predict($range));
|
|
|
173 |
$this->assertTrue($nosplitting->ready_to_predict($range));
|
|
|
174 |
|
|
|
175 |
// Single range time is 0.
|
|
|
176 |
$range['time'] = 0;
|
|
|
177 |
$this->assertTrue($singlerange->ready_to_predict($range));
|
|
|
178 |
|
|
|
179 |
$range = array(
|
|
|
180 |
'start' => time() + 20,
|
|
|
181 |
'end' => time() + 100,
|
|
|
182 |
);
|
|
|
183 |
$range['time'] = $range['end'];
|
|
|
184 |
$this->assertFalse($quarters->ready_to_predict($range));
|
|
|
185 |
$this->assertTrue($nosplitting->ready_to_predict($range));
|
|
|
186 |
|
|
|
187 |
// Single range time is 0.
|
|
|
188 |
$range['time'] = 0;
|
|
|
189 |
$this->assertTrue($singlerange->ready_to_predict($range));
|
|
|
190 |
}
|
|
|
191 |
|
|
|
192 |
/**
|
|
|
193 |
* test_periodic
|
|
|
194 |
*
|
|
|
195 |
* @return void
|
|
|
196 |
*/
|
11 |
efrain |
197 |
public function test_periodic(): void {
|
1 |
efrain |
198 |
|
|
|
199 |
// Using a finished course.
|
|
|
200 |
|
|
|
201 |
$pastweek = new \core\analytics\time_splitting\past_week();
|
|
|
202 |
$pastweek->set_analysable($this->analysable);
|
|
|
203 |
$this->assertCount(1, $pastweek->get_distinct_ranges());
|
|
|
204 |
|
|
|
205 |
$ranges = $pastweek->get_all_ranges();
|
|
|
206 |
$this->assertEquals(52, count($ranges));
|
|
|
207 |
$this->assertEquals($this->course->startdate, $ranges[0]['start']);
|
|
|
208 |
$this->assertNotEquals($this->course->startdate, $ranges[0]['time']);
|
|
|
209 |
|
|
|
210 |
// The analysable is finished so all ranges are available for training.
|
|
|
211 |
$this->assertCount(count($ranges), $pastweek->get_training_ranges());
|
|
|
212 |
|
|
|
213 |
$ranges = $pastweek->get_most_recent_prediction_range();
|
|
|
214 |
$range = reset($ranges);
|
|
|
215 |
$this->assertEquals(51, key($ranges));
|
|
|
216 |
|
|
|
217 |
// We now use an ongoing course not yet ready to generate predictions.
|
|
|
218 |
|
|
|
219 |
$threedaysago = new \DateTime('-3 days');
|
|
|
220 |
$params = array(
|
|
|
221 |
'startdate' => $threedaysago->getTimestamp(),
|
|
|
222 |
);
|
|
|
223 |
$ongoingcourse = $this->getDataGenerator()->create_course($params);
|
|
|
224 |
$ongoinganalysable = new \core_analytics\course($ongoingcourse);
|
|
|
225 |
|
|
|
226 |
$pastweek = new \core\analytics\time_splitting\past_week();
|
|
|
227 |
$pastweek->set_analysable($ongoinganalysable);
|
|
|
228 |
$ranges = $pastweek->get_all_ranges();
|
|
|
229 |
$this->assertEquals(0, count($ranges));
|
|
|
230 |
$this->assertCount(0, $pastweek->get_training_ranges());
|
|
|
231 |
|
|
|
232 |
// We now use a ready-to-predict ongoing course.
|
|
|
233 |
|
|
|
234 |
$onemonthago = new \DateTime('-30 days');
|
|
|
235 |
$params = array(
|
|
|
236 |
'startdate' => $onemonthago->getTimestamp(),
|
|
|
237 |
);
|
|
|
238 |
$ongoingcourse = $this->getDataGenerator()->create_course($params);
|
|
|
239 |
$ongoinganalysable = new \core_analytics\course($ongoingcourse);
|
|
|
240 |
|
|
|
241 |
$pastweek = new \core\analytics\time_splitting\past_week();
|
|
|
242 |
$pastweek->set_analysable($ongoinganalysable);
|
|
|
243 |
$this->assertCount(1, $pastweek->get_distinct_ranges());
|
|
|
244 |
|
|
|
245 |
$ranges = $pastweek->get_all_ranges();
|
|
|
246 |
$this->assertEquals(4, count($ranges));
|
|
|
247 |
$this->assertCount(4, $pastweek->get_training_ranges());
|
|
|
248 |
|
|
|
249 |
$ranges = $pastweek->get_most_recent_prediction_range();
|
|
|
250 |
$range = reset($ranges);
|
|
|
251 |
$this->assertEquals(3, key($ranges));
|
|
|
252 |
$this->assertEqualsWithDelta(time(), $range['time'], 1);
|
|
|
253 |
// 1 second delta for the start just in case a second passes between the set_analysable call
|
|
|
254 |
// and this checking below.
|
|
|
255 |
$time = new \DateTime();
|
|
|
256 |
$time->sub($pastweek->periodicity());
|
|
|
257 |
$this->assertEqualsWithDelta($time->getTimestamp(), $range['start'], 1.0);
|
|
|
258 |
$this->assertEqualsWithDelta(time(), $range['end'], 1);
|
|
|
259 |
|
|
|
260 |
$starttime = time();
|
|
|
261 |
|
|
|
262 |
$upcomingweek = new \core\analytics\time_splitting\upcoming_week();
|
|
|
263 |
$upcomingweek->set_analysable($ongoinganalysable);
|
|
|
264 |
$this->assertCount(1, $upcomingweek->get_distinct_ranges());
|
|
|
265 |
|
|
|
266 |
$ranges = $upcomingweek->get_all_ranges();
|
|
|
267 |
$this->assertEquals(1, count($ranges));
|
|
|
268 |
$range = reset($ranges);
|
|
|
269 |
$this->assertEqualsWithDelta(time(), $range['time'], 1);
|
|
|
270 |
$this->assertEqualsWithDelta(time(), $range['start'], 1);
|
|
|
271 |
$this->assertGreaterThan(time(), $range['end']);
|
|
|
272 |
|
|
|
273 |
$this->assertCount(0, $upcomingweek->get_training_ranges());
|
|
|
274 |
|
|
|
275 |
$ranges = $upcomingweek->get_most_recent_prediction_range();
|
|
|
276 |
$range = reset($ranges);
|
|
|
277 |
$this->assertEquals(0, key($ranges));
|
|
|
278 |
$this->assertEqualsWithDelta(time(), $range['time'], 1);
|
|
|
279 |
$this->assertEqualsWithDelta(time(), $range['start'], 1);
|
|
|
280 |
$this->assertGreaterThanOrEqual($starttime, $range['time']);
|
|
|
281 |
$this->assertGreaterThanOrEqual($starttime, $range['start']);
|
|
|
282 |
$this->assertGreaterThan(time(), $range['end']);
|
|
|
283 |
|
|
|
284 |
$this->assertNotEmpty($upcomingweek->get_range_by_index(0));
|
|
|
285 |
$this->assertFalse($upcomingweek->get_range_by_index(1));
|
|
|
286 |
|
|
|
287 |
// We now check how new ranges get added as time passes.
|
|
|
288 |
|
|
|
289 |
$fewsecsago = new \DateTime('-5 seconds');
|
|
|
290 |
$params = array(
|
|
|
291 |
'startdate' => $fewsecsago->getTimestamp(),
|
|
|
292 |
'enddate' => (new \DateTimeImmutable('+1 year'))->getTimestamp(),
|
|
|
293 |
);
|
|
|
294 |
$course = $this->getDataGenerator()->create_course($params);
|
|
|
295 |
$analysable = new \core_analytics\course($course);
|
|
|
296 |
|
|
|
297 |
$seconds = new test_timesplitting_seconds();
|
|
|
298 |
$seconds->set_analysable($analysable);
|
|
|
299 |
|
|
|
300 |
// Store the ranges we just obtained.
|
|
|
301 |
$ranges = $seconds->get_all_ranges();
|
|
|
302 |
$nranges = count($ranges);
|
|
|
303 |
$ntrainingranges = count($seconds->get_training_ranges());
|
|
|
304 |
$mostrecentrange = $seconds->get_most_recent_prediction_range();
|
|
|
305 |
$mostrecentrange = reset($mostrecentrange);
|
|
|
306 |
|
|
|
307 |
// We wait for the next range to be added.
|
|
|
308 |
sleep(1);
|
|
|
309 |
|
|
|
310 |
// We set the analysable again so the time ranges are recalculated.
|
|
|
311 |
$seconds->set_analysable($analysable);
|
|
|
312 |
|
|
|
313 |
$newranges = $seconds->get_all_ranges();
|
|
|
314 |
$nnewranges = count($newranges);
|
|
|
315 |
$nnewtrainingranges = $seconds->get_training_ranges();
|
|
|
316 |
$newmostrecentrange = $seconds->get_most_recent_prediction_range();
|
|
|
317 |
$newmostrecentrange = reset($newmostrecentrange);
|
|
|
318 |
$this->assertGreaterThan($nranges, $nnewranges);
|
|
|
319 |
$this->assertGreaterThan($ntrainingranges, $nnewtrainingranges);
|
|
|
320 |
$this->assertGreaterThan($mostrecentrange['time'], $newmostrecentrange['time']);
|
|
|
321 |
|
|
|
322 |
// All the ranges but the last one should return the same values.
|
|
|
323 |
array_pop($ranges);
|
|
|
324 |
array_pop($newranges);
|
|
|
325 |
foreach ($ranges as $key => $range) {
|
|
|
326 |
$this->assertEquals($newranges[$key]['start'], $range['start']);
|
|
|
327 |
$this->assertEquals($newranges[$key]['end'], $range['end']);
|
|
|
328 |
$this->assertEquals($newranges[$key]['time'], $range['time']);
|
|
|
329 |
}
|
|
|
330 |
|
|
|
331 |
// Fake model id, we can use any int, we will need to reference it later.
|
|
|
332 |
$modelid = 1505347200;
|
|
|
333 |
|
|
|
334 |
$upcomingseconds = new test_timesplitting_upcoming_seconds();
|
|
|
335 |
$upcomingseconds->set_modelid($modelid);
|
|
|
336 |
$upcomingseconds->set_analysable($analysable);
|
|
|
337 |
|
|
|
338 |
// Store the ranges we just obtained.
|
|
|
339 |
$ranges = $upcomingseconds->get_all_ranges();
|
|
|
340 |
$nranges = count($ranges);
|
|
|
341 |
$ntrainingranges = count($upcomingseconds->get_training_ranges());
|
|
|
342 |
$mostrecentrange = $upcomingseconds->get_most_recent_prediction_range();
|
|
|
343 |
$mostrecentrange = reset($mostrecentrange);
|
|
|
344 |
|
|
|
345 |
// Mimic the modelfirstanalyses caching in \core_analytics\analysis.
|
|
|
346 |
$this->mock_cache_first_analysis_caching($modelid, $analysable->get_id(), end($ranges));
|
|
|
347 |
|
|
|
348 |
// We wait for the next range to be added.
|
|
|
349 |
sleep(1);
|
|
|
350 |
|
|
|
351 |
// We set the analysable again so the time ranges are recalculated.
|
|
|
352 |
$upcomingseconds->set_analysable($analysable);
|
|
|
353 |
|
|
|
354 |
$newranges = $upcomingseconds->get_all_ranges();
|
|
|
355 |
$nnewranges = count($newranges);
|
|
|
356 |
$nnewtrainingranges = $upcomingseconds->get_training_ranges();
|
|
|
357 |
$newmostrecentrange = $upcomingseconds->get_most_recent_prediction_range();
|
|
|
358 |
$newmostrecentrange = reset($newmostrecentrange);
|
|
|
359 |
$this->assertGreaterThan($nranges, $nnewranges);
|
|
|
360 |
$this->assertGreaterThan($ntrainingranges, $nnewtrainingranges);
|
|
|
361 |
$this->assertGreaterThan($mostrecentrange['time'], $newmostrecentrange['time']);
|
|
|
362 |
|
|
|
363 |
// All the ranges but the last one should return the same values.
|
|
|
364 |
array_pop($ranges);
|
|
|
365 |
array_pop($newranges);
|
|
|
366 |
foreach ($ranges as $key => $range) {
|
|
|
367 |
$this->assertEquals($newranges[$key]['start'], $range['start']);
|
|
|
368 |
$this->assertEquals($newranges[$key]['end'], $range['end']);
|
|
|
369 |
$this->assertEquals($newranges[$key]['time'], $range['time']);
|
|
|
370 |
}
|
|
|
371 |
}
|
|
|
372 |
|
|
|
373 |
/**
|
|
|
374 |
* Mocks core_analytics\analysis caching of the first time analysables were analysed.
|
|
|
375 |
*
|
|
|
376 |
* @param int $modelid
|
|
|
377 |
* @param int $analysableid
|
|
|
378 |
* @param array $range
|
|
|
379 |
* @return null
|
|
|
380 |
*/
|
|
|
381 |
private function mock_cache_first_analysis_caching($modelid, $analysableid, $range) {
|
|
|
382 |
$cache = \cache::make('core', 'modelfirstanalyses');
|
|
|
383 |
$cache->set($modelid . '_' . $analysableid, $range['time']);
|
|
|
384 |
}
|
|
|
385 |
}
|