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 |
/**
|
|
|
18 |
* Insights list page.
|
|
|
19 |
*
|
|
|
20 |
* @package report_insights
|
|
|
21 |
* @copyright 2017 David Monllao {@link http://www.davidmonllao.com}
|
|
|
22 |
* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
|
|
|
23 |
*/
|
|
|
24 |
|
|
|
25 |
namespace report_insights\output;
|
|
|
26 |
|
|
|
27 |
defined('MOODLE_INTERNAL') || die();
|
|
|
28 |
|
|
|
29 |
/**
|
|
|
30 |
* Shows report_insights insights list.
|
|
|
31 |
*
|
|
|
32 |
* @package report_insights
|
|
|
33 |
* @copyright 2017 David Monllao {@link http://www.davidmonllao.com}
|
|
|
34 |
* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
|
|
|
35 |
*/
|
|
|
36 |
class insights_list implements \renderable, \templatable {
|
|
|
37 |
|
|
|
38 |
/**
|
|
|
39 |
* @var \core_analytics\model
|
|
|
40 |
*/
|
|
|
41 |
protected $model;
|
|
|
42 |
|
|
|
43 |
/**
|
|
|
44 |
* @var \context
|
|
|
45 |
*/
|
|
|
46 |
protected $context;
|
|
|
47 |
|
|
|
48 |
/**
|
|
|
49 |
* @var \core_analytics\model[]
|
|
|
50 |
*/
|
|
|
51 |
protected $othermodels;
|
|
|
52 |
|
|
|
53 |
/**
|
|
|
54 |
* @var int
|
|
|
55 |
*/
|
|
|
56 |
protected $page;
|
|
|
57 |
|
|
|
58 |
/**
|
|
|
59 |
* @var int
|
|
|
60 |
*/
|
|
|
61 |
protected $perpage;
|
|
|
62 |
|
|
|
63 |
/**
|
|
|
64 |
* Constructor
|
|
|
65 |
*
|
|
|
66 |
* @param \core_analytics\model $model
|
|
|
67 |
* @param \context $context
|
|
|
68 |
* @param \core_analytics\model[] $othermodels
|
|
|
69 |
* @param int $page
|
|
|
70 |
* @param int $perpage The max number of results to fetch
|
|
|
71 |
* @return void
|
|
|
72 |
*/
|
|
|
73 |
public function __construct(\core_analytics\model $model, \context $context, $othermodels, $page = 0, $perpage = 100) {
|
|
|
74 |
$this->model = $model;
|
|
|
75 |
$this->context = $context;
|
|
|
76 |
$this->othermodels = $othermodels;
|
|
|
77 |
$this->page = $page;
|
|
|
78 |
$this->perpage = $perpage;
|
|
|
79 |
}
|
|
|
80 |
|
|
|
81 |
/**
|
|
|
82 |
* Exports the data.
|
|
|
83 |
*
|
|
|
84 |
* @param \renderer_base $output
|
|
|
85 |
* @return \stdClass
|
|
|
86 |
*/
|
|
|
87 |
public function export_for_template(\renderer_base $output) {
|
|
|
88 |
global $PAGE;
|
|
|
89 |
|
|
|
90 |
$target = $this->model->get_target();
|
|
|
91 |
|
|
|
92 |
$data = new \stdClass();
|
|
|
93 |
$data->modelid = $this->model->get_id();
|
|
|
94 |
$data->contextid = $this->context->id;
|
|
|
95 |
|
|
|
96 |
$targetname = $target->get_name();
|
|
|
97 |
$data->insightname = format_string($targetname);
|
|
|
98 |
|
|
|
99 |
$targetinfostr = $targetname->get_identifier() . 'info';
|
|
|
100 |
if (get_string_manager()->string_exists($targetinfostr, $targetname->get_component())) {
|
|
|
101 |
$data->insightdescription = get_string($targetinfostr, $targetname->get_component());
|
|
|
102 |
}
|
|
|
103 |
|
|
|
104 |
$data->showpredictionheading = true;
|
|
|
105 |
if (!$target->is_linear()) {
|
|
|
106 |
$nclasses = count($target::get_classes());
|
|
|
107 |
$nignoredclasses = count($target->ignored_predicted_classes());
|
|
|
108 |
if ($nclasses - $nignoredclasses <= 1) {
|
|
|
109 |
// Hide the prediction heading if there is only 1 class displayed. Otherwise it is redundant with the insight name.
|
|
|
110 |
$data->showpredictionheading = false;
|
|
|
111 |
}
|
|
|
112 |
}
|
|
|
113 |
|
|
|
114 |
$total = 0;
|
|
|
115 |
|
|
|
116 |
if ($this->model->uses_insights()) {
|
|
|
117 |
|
|
|
118 |
$target->add_bulk_actions_js();
|
|
|
119 |
|
|
|
120 |
$predictionsdata = $this->model->get_predictions($this->context, true, $this->page, $this->perpage);
|
|
|
121 |
|
|
|
122 |
if (!$this->model->is_static()) {
|
|
|
123 |
$notification = new \core\output\notification(get_string('justpredictions', 'report_insights'));
|
|
|
124 |
$data->nostaticmodelnotification = $notification->export_for_template($output);
|
|
|
125 |
}
|
|
|
126 |
|
|
|
127 |
$data->predictions = array();
|
|
|
128 |
$predictionvalues = array();
|
|
|
129 |
$insights = array();
|
|
|
130 |
if ($predictionsdata) {
|
|
|
131 |
list($total, $predictions) = $predictionsdata;
|
|
|
132 |
|
|
|
133 |
if ($predictions) {
|
|
|
134 |
// No bulk actions if no predictions.
|
|
|
135 |
$data->bulkactions = actions_exporter::add_bulk_actions($target, $output, $predictions, $this->context);
|
|
|
136 |
}
|
|
|
137 |
|
|
|
138 |
$data->multiplepredictions = count($predictions) > 1 ? true : false;
|
|
|
139 |
|
|
|
140 |
foreach ($predictions as $prediction) {
|
|
|
141 |
$predictedvalue = $prediction->get_prediction_data()->prediction;
|
|
|
142 |
|
|
|
143 |
// Only need to fill this data once.
|
|
|
144 |
if (!isset($predictionvalues[$predictedvalue])) {
|
|
|
145 |
$preddata = array();
|
|
|
146 |
$preddata['predictiondisplayvalue'] = $target->get_display_value($predictedvalue);
|
|
|
147 |
list($preddata['style'], $preddata['outcomeicon']) =
|
|
|
148 |
insight::get_calculation_display($target, floatval($predictedvalue), $output);
|
|
|
149 |
$predictionvalues[$predictedvalue] = $preddata;
|
|
|
150 |
}
|
|
|
151 |
|
|
|
152 |
$insightrenderable = new \report_insights\output\insight($prediction, $this->model, true, $this->context);
|
|
|
153 |
$insights[$predictedvalue][] = $insightrenderable->export_for_template($output);
|
|
|
154 |
}
|
|
|
155 |
|
|
|
156 |
// Order predicted values.
|
|
|
157 |
if ($target->is_linear()) {
|
|
|
158 |
// During regression what we will be interested on most of the time is in low values so let's show them first.
|
|
|
159 |
ksort($predictionvalues);
|
|
|
160 |
} else {
|
|
|
161 |
// During classification targets flag "not that important" samples as 0 so let's show them at the end.
|
|
|
162 |
krsort($predictionvalues);
|
|
|
163 |
}
|
|
|
164 |
|
|
|
165 |
// Ok, now we have all the data we want, put it into a format that mustache can handle.
|
|
|
166 |
foreach ($predictionvalues as $key => $prediction) {
|
|
|
167 |
if (isset($insights[$key])) {
|
|
|
168 |
|
|
|
169 |
$toggleall = new \core\output\checkbox_toggleall('insight-bulk-action-' . $key, true, [
|
|
|
170 |
'id' => 'id-toggle-all-' . $key,
|
|
|
171 |
'name' => 'toggle-all-' . $key,
|
|
|
172 |
'label' => get_string('selectall'),
|
|
|
173 |
'labelclasses' => 'sr-only',
|
|
|
174 |
'checked' => false
|
|
|
175 |
]);
|
|
|
176 |
$prediction['checkboxtoggleall'] = $output->render($toggleall);
|
|
|
177 |
|
|
|
178 |
$prediction['predictedvalue'] = $key;
|
|
|
179 |
$prediction['insights'] = $insights[$key];
|
|
|
180 |
}
|
|
|
181 |
|
|
|
182 |
$data->predictions[] = $prediction;
|
|
|
183 |
}
|
|
|
184 |
}
|
|
|
185 |
|
|
|
186 |
if (empty($insights) && $this->page == 0) {
|
|
|
187 |
if ($this->model->any_prediction_obtained()) {
|
|
|
188 |
$data->noinsights = get_string('noinsights', 'analytics');
|
|
|
189 |
} else {
|
|
|
190 |
$data->noinsights = get_string('nopredictionsyet', 'analytics');
|
|
|
191 |
}
|
|
|
192 |
}
|
|
|
193 |
} else {
|
|
|
194 |
$data->noinsights = get_string('noinsights', 'analytics');
|
|
|
195 |
}
|
|
|
196 |
|
|
|
197 |
if (!empty($data->noinsights)) {
|
|
|
198 |
$notification = new \core\output\notification($data->noinsights);
|
|
|
199 |
$data->noinsights = $notification->export_for_template($output);
|
|
|
200 |
}
|
|
|
201 |
|
|
|
202 |
$url = $PAGE->url;
|
|
|
203 |
|
|
|
204 |
if ($this->othermodels) {
|
|
|
205 |
|
|
|
206 |
$options = array();
|
|
|
207 |
foreach ($this->othermodels as $model) {
|
|
|
208 |
$options[$model->get_id()] = $model->get_target()->get_name();
|
|
|
209 |
}
|
|
|
210 |
|
|
|
211 |
// New moodle_url instance returned by magic_get_url.
|
|
|
212 |
$url->remove_params('modelid');
|
|
|
213 |
$modelselector = new \single_select($url, 'modelid', $options, '',
|
|
|
214 |
array('' => get_string('selectotherinsights', 'report_insights')));
|
|
|
215 |
$data->modelselector = $modelselector->export_for_template($output);
|
|
|
216 |
}
|
|
|
217 |
|
|
|
218 |
// Add the 'perpage' parameter to the url which is later used to generate the pagination links.
|
|
|
219 |
$url->param('perpage', $this->perpage);
|
|
|
220 |
$data->pagingbar = $output->render(new \paging_bar($total, $this->page, $this->perpage, $url));
|
|
|
221 |
|
|
|
222 |
return $data;
|
|
|
223 |
}
|
|
|
224 |
}
|