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Differences Between: [Versions 310 and 401] [Versions 310 and 402] [Versions 310 and 403]

   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   * Privacy Subsystem implementation for core_analytics.
  19   *
  20   * @package    core_analytics
  21   * @copyright  2018 David Monllaó
  22   * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
  23   */
  24  
  25  namespace core_analytics\privacy;
  26  
  27  use core_privacy\local\request\transform;
  28  use core_privacy\local\request\writer;
  29  use core_privacy\local\metadata\collection;
  30  use core_privacy\local\request\approved_contextlist;
  31  use core_privacy\local\request\approved_userlist;
  32  use core_privacy\local\request\context;
  33  use core_privacy\local\request\contextlist;
  34  use core_privacy\local\request\userlist;
  35  
  36  defined('MOODLE_INTERNAL') || die();
  37  
  38  /**
  39   * Privacy Subsystem for core_analytics implementing metadata and plugin providers.
  40   *
  41   * @copyright  2018 David Monllaó
  42   * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
  43   */
  44  class provider implements
  45          \core_privacy\local\metadata\provider,
  46          \core_privacy\local\request\core_userlist_provider,
  47          \core_privacy\local\request\plugin\provider {
  48  
  49      /**
  50       * Returns meta data about this system.
  51       *
  52       * @param   collection $collection The initialised collection to add items to.
  53       * @return  collection     A listing of user data stored through this system.
  54       */
  55      public static function get_metadata(collection $collection) : collection {
  56          $collection->add_database_table(
  57              'analytics_indicator_calc',
  58              [
  59                  'starttime' => 'privacy:metadata:analytics:indicatorcalc:starttime',
  60                  'endtime' => 'privacy:metadata:analytics:indicatorcalc:endtime',
  61                  'contextid' => 'privacy:metadata:analytics:indicatorcalc:contextid',
  62                  'sampleorigin' => 'privacy:metadata:analytics:indicatorcalc:sampleorigin',
  63                  'sampleid' => 'privacy:metadata:analytics:indicatorcalc:sampleid',
  64                  'indicator' => 'privacy:metadata:analytics:indicatorcalc:indicator',
  65                  'value' => 'privacy:metadata:analytics:indicatorcalc:value',
  66                  'timecreated' => 'privacy:metadata:analytics:indicatorcalc:timecreated',
  67              ],
  68              'privacy:metadata:analytics:indicatorcalc'
  69          );
  70  
  71          $collection->add_database_table(
  72              'analytics_predictions',
  73              [
  74                  'modelid' => 'privacy:metadata:analytics:predictions:modelid',
  75                  'contextid' => 'privacy:metadata:analytics:predictions:contextid',
  76                  'sampleid' => 'privacy:metadata:analytics:predictions:sampleid',
  77                  'rangeindex' => 'privacy:metadata:analytics:predictions:rangeindex',
  78                  'prediction' => 'privacy:metadata:analytics:predictions:prediction',
  79                  'predictionscore' => 'privacy:metadata:analytics:predictions:predictionscore',
  80                  'calculations' => 'privacy:metadata:analytics:predictions:calculations',
  81                  'timecreated' => 'privacy:metadata:analytics:predictions:timecreated',
  82                  'timestart' => 'privacy:metadata:analytics:predictions:timestart',
  83                  'timeend' => 'privacy:metadata:analytics:predictions:timeend',
  84              ],
  85              'privacy:metadata:analytics:predictions'
  86          );
  87  
  88          $collection->add_database_table(
  89              'analytics_prediction_actions',
  90              [
  91                  'predictionid' => 'privacy:metadata:analytics:predictionactions:predictionid',
  92                  'userid' => 'privacy:metadata:analytics:predictionactions:userid',
  93                  'actionname' => 'privacy:metadata:analytics:predictionactions:actionname',
  94                  'timecreated' => 'privacy:metadata:analytics:predictionactions:timecreated',
  95              ],
  96              'privacy:metadata:analytics:predictionactions'
  97          );
  98  
  99          return $collection;
 100      }
 101  
 102      /**
 103       * Get the list of contexts that contain user information for the specified user.
 104       *
 105       * @param   int $userid The user to search.
 106       * @return  contextlist   $contextlist  The contextlist containing the list of contexts used in this plugin.
 107       */
 108      public static function get_contexts_for_userid(int $userid) : contextlist {
 109          global $DB;
 110  
 111          $contextlist = new \core_privacy\local\request\contextlist();
 112  
 113          $models = self::get_models_with_user_data();
 114  
 115          foreach ($models as $modelid => $model) {
 116  
 117              $analyser = $model->get_analyser(['notimesplitting' => true]);
 118  
 119              // Analytics predictions.
 120              $joinusersql = $analyser->join_sample_user('ap');
 121              $sql = "SELECT DISTINCT ap.contextid FROM {analytics_predictions} ap
 122                        {$joinusersql}
 123                       WHERE u.id = :userid AND ap.modelid = :modelid";
 124              $contextlist->add_from_sql($sql, ['userid' => $userid, 'modelid' => $modelid]);
 125  
 126              // Indicator calculations.
 127              $joinusersql = $analyser->join_sample_user('aic');
 128              $sql = "SELECT DISTINCT aic.contextid FROM {analytics_indicator_calc} aic
 129                        {$joinusersql}
 130                       WHERE u.id = :userid AND aic.sampleorigin = :analysersamplesorigin";
 131              $contextlist->add_from_sql($sql, ['userid' => $userid, 'analysersamplesorigin' => $analyser->get_samples_origin()]);
 132          }
 133  
 134          // We can leave this out of the loop as there is no analyser-dependent stuff.
 135          list($sql, $params) = self::analytics_prediction_actions_user_sql($userid, array_keys($models));
 136          $sql = "SELECT DISTINCT ap.contextid" . $sql;
 137          $contextlist->add_from_sql($sql, $params);
 138  
 139          return $contextlist;
 140      }
 141  
 142      /**
 143       * Get the list of users who have data within a context.
 144       *
 145       * @param   userlist    $userlist   The userlist containing the list of users who have data in this context/plugin combination.
 146       */
 147      public static function get_users_in_context(userlist $userlist) {
 148          global $DB;
 149  
 150          $context = $userlist->get_context();
 151          $models = self::get_models_with_user_data();
 152  
 153          foreach ($models as $modelid => $model) {
 154  
 155              $analyser = $model->get_analyser(['notimesplitting' => true]);
 156  
 157              // Analytics predictions.
 158              $params = [
 159                  'contextid' => $context->id,
 160                  'modelid' => $modelid,
 161              ];
 162              $joinusersql = $analyser->join_sample_user('ap');
 163              $sql = "SELECT u.id AS userid
 164                        FROM {analytics_predictions} ap
 165                             {$joinusersql}
 166                       WHERE ap.contextid = :contextid
 167                         AND ap.modelid = :modelid";
 168              $userlist->add_from_sql('userid', $sql, $params);
 169  
 170              // Indicator calculations.
 171              $params = [
 172                  'contextid' => $context->id,
 173                  'analysersamplesorigin' => $analyser->get_samples_origin(),
 174              ];
 175              $joinusersql = $analyser->join_sample_user('aic');
 176              $sql = "SELECT u.id AS userid
 177                        FROM {analytics_indicator_calc} aic
 178                             {$joinusersql}
 179                       WHERE aic.contextid = :contextid
 180                         AND aic.sampleorigin = :analysersamplesorigin";
 181              $userlist->add_from_sql('userid', $sql, $params);
 182          }
 183  
 184          // We can leave this out of the loop as there is no analyser-dependent stuff.
 185          list($sql, $params) = self::analytics_prediction_actions_context_sql($context->id, array_keys($models));
 186          $sql = "SELECT apa.userid" . $sql;
 187          $userlist->add_from_sql('userid', $sql, $params);
 188      }
 189  
 190      /**
 191       * Export all user data for the specified user, in the specified contexts.
 192       *
 193       * @param   approved_contextlist $contextlist The approved contexts to export information for.
 194       */
 195      public static function export_user_data(approved_contextlist $contextlist) {
 196          global $DB;
 197  
 198          $userid = intval($contextlist->get_user()->id);
 199  
 200          $models = self::get_models_with_user_data();
 201          $modelids = array_keys($models);
 202  
 203          list ($contextsql, $contextparams) = $DB->get_in_or_equal($contextlist->get_contextids(), SQL_PARAMS_NAMED);
 204  
 205          $rootpath = [get_string('analytics', 'analytics')];
 206          $ctxfields = \context_helper::get_preload_record_columns_sql('ctx');
 207  
 208          foreach ($models as $modelid => $model) {
 209  
 210              $analyser = $model->get_analyser(['notimesplitting' => true]);
 211  
 212              // Analytics predictions.
 213              $joinusersql = $analyser->join_sample_user('ap');
 214              $sql = "SELECT ap.*, $ctxfields FROM {analytics_predictions} ap
 215                        JOIN {context} ctx ON ctx.id = ap.contextid
 216                        {$joinusersql}
 217                       WHERE u.id = :userid AND ap.modelid = :modelid AND ap.contextid {$contextsql}";
 218              $params = ['userid' => $userid, 'modelid' => $modelid] + $contextparams;
 219              $predictions = $DB->get_recordset_sql($sql, $params);
 220  
 221              foreach ($predictions as $prediction) {
 222                  \context_helper::preload_from_record($prediction);
 223                  $context = \context::instance_by_id($prediction->contextid);
 224                  $path = $rootpath;
 225                  $path[] = get_string('privacy:metadata:analytics:predictions', 'analytics');
 226                  $path[] = $prediction->id;
 227  
 228                  $data = (object)[
 229                      'target' => $model->get_target()->get_name()->out(),
 230                      'context' => $context->get_context_name(true, true),
 231                      'prediction' => $model->get_target()->get_display_value($prediction->prediction),
 232                      'timestart' => transform::datetime($prediction->timestart),
 233                      'timeend' => transform::datetime($prediction->timeend),
 234                      'timecreated' => transform::datetime($prediction->timecreated),
 235                  ];
 236                  writer::with_context($context)->export_data($path, $data);
 237              }
 238              $predictions->close();
 239  
 240              // Indicator calculations.
 241              $joinusersql = $analyser->join_sample_user('aic');
 242              $sql = "SELECT aic.*, $ctxfields FROM {analytics_indicator_calc} aic
 243                        JOIN {context} ctx ON ctx.id = aic.contextid
 244                        {$joinusersql}
 245                       WHERE u.id = :userid AND aic.sampleorigin = :analysersamplesorigin AND aic.contextid {$contextsql}";
 246              $params = ['userid' => $userid, 'analysersamplesorigin' => $analyser->get_samples_origin()] + $contextparams;
 247              $indicatorcalculations = $DB->get_recordset_sql($sql, $params);
 248              foreach ($indicatorcalculations as $calculation) {
 249                  \context_helper::preload_from_record($calculation);
 250                  $context = \context::instance_by_id($calculation->contextid);
 251                  $path = $rootpath;
 252                  $path[] = get_string('privacy:metadata:analytics:indicatorcalc', 'analytics');
 253                  $path[] = $calculation->id;
 254  
 255                  $indicator = \core_analytics\manager::get_indicator($calculation->indicator);
 256                  $data = (object)[
 257                      'indicator' => $indicator::get_name()->out(),
 258                      'context' => $context->get_context_name(true, true),
 259                      'calculation' => $indicator->get_display_value($calculation->value),
 260                      'starttime' => transform::datetime($calculation->starttime),
 261                      'endtime' => transform::datetime($calculation->endtime),
 262                      'timecreated' => transform::datetime($calculation->timecreated),
 263                  ];
 264                  writer::with_context($context)->export_data($path, $data);
 265              }
 266              $indicatorcalculations->close();
 267          }
 268  
 269          // Analytics predictions.
 270          // Provided contexts are ignored as we export all user-related stuff.
 271          list($sql, $params) = self::analytics_prediction_actions_user_sql($userid, $modelids, $contextsql);
 272          $sql = "SELECT apa.*, ap.modelid, ap.contextid, $ctxfields" . $sql;
 273          $predictionactions = $DB->get_recordset_sql($sql, $params + $contextparams);
 274          foreach ($predictionactions as $predictionaction) {
 275  
 276              \context_helper::preload_from_record($predictionaction);
 277              $context = \context::instance_by_id($predictionaction->contextid);
 278              $path = $rootpath;
 279              $path[] = get_string('privacy:metadata:analytics:predictionactions', 'analytics');
 280              $path[] = $predictionaction->id;
 281  
 282              $data = (object)[
 283                  'target' => $models[$predictionaction->modelid]->get_target()->get_name()->out(),
 284                  'context' => $context->get_context_name(true, true),
 285                  'action' => $predictionaction->actionname,
 286                  'timecreated' => transform::datetime($predictionaction->timecreated),
 287              ];
 288              writer::with_context($context)->export_data($path, $data);
 289          }
 290          $predictionactions->close();
 291      }
 292  
 293      /**
 294       * Delete all data for all users in the specified context.
 295       *
 296       * @param   context $context The specific context to delete data for.
 297       */
 298      public static function delete_data_for_all_users_in_context(\context $context) {
 299          global $DB;
 300  
 301          $models = self::get_models_with_user_data();
 302          $modelids = array_keys($models);
 303  
 304          foreach ($models as $modelid => $model) {
 305  
 306              $idssql = "SELECT ap.id FROM {analytics_predictions} ap
 307                          WHERE ap.contextid = :contextid AND ap.modelid = :modelid";
 308              $idsparams = ['contextid' => $context->id, 'modelid' => $modelid];
 309  
 310              $DB->delete_records_select('analytics_prediction_actions', "predictionid IN ($idssql)", $idsparams);
 311              $DB->delete_records_select('analytics_predictions', "contextid = :contextid AND modelid = :modelid", $idsparams);
 312          }
 313  
 314          // We delete them all this table is just a cache and we don't know which model filled it.
 315          $DB->delete_records('analytics_indicator_calc', ['contextid' => $context->id]);
 316      }
 317  
 318      /**
 319       * Delete all user data for the specified user, in the specified contexts.
 320       *
 321       * @param   approved_contextlist $contextlist The approved contexts and user information to delete information for.
 322       */
 323      public static function delete_data_for_user(approved_contextlist $contextlist) {
 324          global $DB;
 325  
 326          $userid = intval($contextlist->get_user()->id);
 327  
 328          $models = self::get_models_with_user_data();
 329          $modelids = array_keys($models);
 330  
 331          list ($contextsql, $contextparams) = $DB->get_in_or_equal($contextlist->get_contextids(), SQL_PARAMS_NAMED);
 332  
 333          // Analytics prediction actions.
 334          list($sql, $apaparams) = self::analytics_prediction_actions_user_sql($userid, $modelids, $contextsql);
 335          $sql = "SELECT apa.id " . $sql;
 336  
 337          $predictionactionids = $DB->get_fieldset_sql($sql, $apaparams + $contextparams);
 338          if ($predictionactionids) {
 339              list ($predictionactionidssql, $params) = $DB->get_in_or_equal($predictionactionids);
 340              $DB->delete_records_select('analytics_prediction_actions', "id {$predictionactionidssql}", $params);
 341          }
 342  
 343          foreach ($models as $modelid => $model) {
 344  
 345              $analyser = $model->get_analyser(['notimesplitting' => true]);
 346  
 347              // Analytics predictions.
 348              $joinusersql = $analyser->join_sample_user('ap');
 349              $sql = "SELECT DISTINCT ap.id FROM {analytics_predictions} ap
 350                        {$joinusersql}
 351                       WHERE u.id = :userid AND ap.modelid = :modelid AND ap.contextid {$contextsql}";
 352  
 353              $predictionids = $DB->get_fieldset_sql($sql, ['userid' => $userid, 'modelid' => $modelid] + $contextparams);
 354              if ($predictionids) {
 355                  list($predictionidssql, $params) = $DB->get_in_or_equal($predictionids, SQL_PARAMS_NAMED);
 356                  $DB->delete_records_select('analytics_predictions', "id $predictionidssql", $params);
 357              }
 358  
 359              // Indicator calculations.
 360              $joinusersql = $analyser->join_sample_user('aic');
 361              $sql = "SELECT DISTINCT aic.id FROM {analytics_indicator_calc} aic
 362                        {$joinusersql}
 363                       WHERE u.id = :userid AND aic.sampleorigin = :analysersamplesorigin AND aic.contextid {$contextsql}";
 364  
 365              $params = ['userid' => $userid, 'analysersamplesorigin' => $analyser->get_samples_origin()] + $contextparams;
 366              $indicatorcalcids = $DB->get_fieldset_sql($sql, $params);
 367              if ($indicatorcalcids) {
 368                  list ($indicatorcalcidssql, $params) = $DB->get_in_or_equal($indicatorcalcids, SQL_PARAMS_NAMED);
 369                  $DB->delete_records_select('analytics_indicator_calc', "id $indicatorcalcidssql", $params);
 370              }
 371          }
 372      }
 373  
 374      /**
 375       * Delete multiple users within a single context.
 376       *
 377       * @param   approved_userlist       $userlist The approved context and user information to delete information for.
 378       */
 379      public static function delete_data_for_users(approved_userlist $userlist) {
 380          global $DB;
 381  
 382          $context = $userlist->get_context();
 383          $models = self::get_models_with_user_data();
 384          $modelids = array_keys($models);
 385          list($usersinsql, $baseparams) = $DB->get_in_or_equal($userlist->get_userids(), SQL_PARAMS_NAMED);
 386  
 387          // Analytics prediction actions.
 388          list($sql, $apaparams) = self::analytics_prediction_actions_context_sql($context->id, $modelids, $usersinsql);
 389          $sql = "SELECT apa.id" . $sql;
 390          $predictionactionids = $DB->get_fieldset_sql($sql, $baseparams + $apaparams);
 391  
 392          if ($predictionactionids) {
 393              list ($predictionactionidssql, $params) = $DB->get_in_or_equal($predictionactionids);
 394              $DB->delete_records_select('analytics_prediction_actions', "id {$predictionactionidssql}", $params);
 395          }
 396  
 397          $baseparams['contextid'] = $context->id;
 398  
 399          foreach ($models as $modelid => $model) {
 400              $analyser = $model->get_analyser(['notimesplitting' => true]);
 401  
 402              // Analytics predictions.
 403              $joinusersql = $analyser->join_sample_user('ap');
 404              $sql = "SELECT DISTINCT ap.id
 405                        FROM {analytics_predictions} ap
 406                             {$joinusersql}
 407                       WHERE ap.contextid = :contextid
 408                         AND ap.modelid = :modelid
 409                         AND u.id {$usersinsql}";
 410              $params = $baseparams;
 411              $params['modelid'] = $modelid;
 412              $predictionids = $DB->get_fieldset_sql($sql, $params);
 413  
 414              if ($predictionids) {
 415                  list($predictionidssql, $params) = $DB->get_in_or_equal($predictionids, SQL_PARAMS_NAMED);
 416                  $DB->delete_records_select('analytics_predictions', "id {$predictionidssql}", $params);
 417              }
 418  
 419              // Indicator calculations.
 420              $joinusersql = $analyser->join_sample_user('aic');
 421              $sql = "SELECT DISTINCT aic.id
 422                        FROM {analytics_indicator_calc} aic
 423                             {$joinusersql}
 424                       WHERE aic.contextid = :contextid
 425                         AND aic.sampleorigin = :analysersamplesorigin
 426                         AND u.id {$usersinsql}";
 427              $params = $baseparams;
 428              $params['analysersamplesorigin'] = $analyser->get_samples_origin();
 429              $indicatorcalcids = $DB->get_fieldset_sql($sql, $params);
 430  
 431              if ($indicatorcalcids) {
 432                  list ($indicatorcalcidssql, $params) = $DB->get_in_or_equal($indicatorcalcids, SQL_PARAMS_NAMED);
 433                  $DB->delete_records_select('analytics_indicator_calc', "id $indicatorcalcidssql", $params);
 434              }
 435          }
 436      }
 437  
 438      /**
 439       * Returns a list of models with user data.
 440       *
 441       * @return \core_analytics\model[]
 442       */
 443      private static function get_models_with_user_data() {
 444          $models = \core_analytics\manager::get_all_models();
 445          foreach ($models as $modelid => $model) {
 446              $analyser = $model->get_analyser(['notimesplitting' => true]);
 447              if (!$analyser->processes_user_data()) {
 448                  unset($models[$modelid]);
 449              }
 450          }
 451          return $models;
 452      }
 453  
 454      /**
 455       * Returns the sql query to query analytics_prediction_actions table by user ID.
 456       *
 457       * @param int $userid The user ID of the analytics prediction.
 458       * @param int[] $modelids Model IDs to include in the SQL.
 459       * @param string $contextsql Optional "in or equal" SQL to also query by context ID(s).
 460       * @return array sql string in [0] and params in [1].
 461       */
 462      private static function analytics_prediction_actions_user_sql($userid, $modelids, $contextsql = false) {
 463          global $DB;
 464  
 465          list($insql, $params) = $DB->get_in_or_equal($modelids, SQL_PARAMS_NAMED);
 466          $sql = " FROM {analytics_predictions} ap
 467                    JOIN {context} ctx ON ctx.id = ap.contextid
 468                    JOIN {analytics_prediction_actions} apa ON apa.predictionid = ap.id
 469                    JOIN {analytics_models} am ON ap.modelid = am.id
 470                   WHERE apa.userid = :userid AND ap.modelid {$insql}";
 471          $params['userid'] = $userid;
 472  
 473          if ($contextsql) {
 474              $sql .= " AND ap.contextid $contextsql";
 475          }
 476  
 477          return [$sql, $params];
 478      }
 479  
 480      /**
 481       * Returns the sql query to query analytics_prediction_actions table by context ID.
 482       *
 483       * @param int $contextid The context ID of the analytics prediction.
 484       * @param int[] $modelids Model IDs to include in the SQL.
 485       * @param string $usersql Optional "in or equal" SQL to also query by user ID(s).
 486       * @return array sql string in [0] and params in [1].
 487       */
 488      private static function analytics_prediction_actions_context_sql($contextid, $modelids, $usersql = false) {
 489          global $DB;
 490  
 491          list($insql, $params) = $DB->get_in_or_equal($modelids, SQL_PARAMS_NAMED);
 492          $sql = " FROM {analytics_predictions} ap
 493                    JOIN {analytics_prediction_actions} apa ON apa.predictionid = ap.id
 494                   WHERE ap.contextid = :contextid
 495                     AND ap.modelid {$insql}";
 496          $params['contextid'] = $contextid;
 497  
 498          if ($usersql) {
 499              $sql .= " AND apa.userid {$usersql}";
 500          }
 501  
 502          return [$sql, $params];
 503      }
 504  }