2 * Copyright (C) 2007 Andre Noll <maan@tuebingen.mpg.de>
4 * Licensed under the GPL v2. For licencing details see COPYING.
7 /** \file mood.c Paraslash's mood handling functions. */
25 * Contains statistical data of the currently admissible audio files.
27 * It is used to assign normalized score values to each admissible audio file.
29 struct afs_statistics {
30 /** Sum of num played over all admissible files. */
31 int64_t num_played_sum;
32 /** Sum of last played times over all admissible files. */
33 int64_t last_played_sum;
34 /** Quadratic deviation of num played count. */
35 int64_t num_played_qd;
36 /** Quadratic deviation of last played time. */
37 int64_t last_played_qd;
38 /** Number of admissible files */
41 static struct afs_statistics statistics;
44 * Each line of the current mood corresponds to a mood_item.
47 /** The method this line is referring to. */
48 const struct mood_method *method;
49 /** The data structure computed by the mood parser. */
51 /** The given score value, or zero if none was given. */
53 /** Non-zero if random scoring was requested. */
55 /** Whether the "not" keyword was given in the mood line. */
57 /** The position in the list of items. */
58 struct list_head mood_item_node;
62 * Created from the mood definition by mood_open().
64 * When a mood is opened, each line of its definition is investigated, and a
65 * corresponding mood item is produced. Each mood line starts with \p accept,
66 * \p deny, or \p score which determines the type of the mood line. For each
67 * such type a linked list is maintained whose entries are the mood items.
69 * \sa mood_item, mood_open().
72 /** The name of this mood. */
74 /** The list of mood items of type \p accept. */
75 struct list_head accept_list;
76 /** The list of mood items of type \p deny. */
77 struct list_head deny_list;
78 /** The list of mood items of type \p score. */
79 struct list_head score_list;
83 * If current_mood is NULL then no mood is currently open. If
84 * current_mood->name is NULL, the dummy mood is currently open
86 static struct mood *current_mood;
89 * Rough approximation to sqrt.
91 * \param x Integer of which to calculate the sqrt.
93 * \return An integer res with res * res <= x.
95 __a_const static uint64_t int_sqrt(uint64_t x)
97 uint64_t op, res, one = 1;
106 if (op >= res + one) {
107 op = op - (res + one);
113 // PARA_NOTICE_LOG("sqrt(%llu) = %llu\n", x, res);
118 * Returns true if row matches, false if it does not match. In any case score
119 * and score_arg_sum are set/increased accordingly.
121 static bool get_item_score(struct mood_item *item, const struct afs_info *afsi,
122 const struct afh_info *afhi, const char *path, long *score,
128 *score_arg_sum += item->random_score? 100 : PARA_ABS(item->score_arg);
131 ret = item->method->score_function(path, afsi, afhi,
133 if ((ret < 0 && !item->logical_not) || (ret >= 0 && item->logical_not))
136 if (item->random_score)
137 *score = PARA_ABS(ret) * para_random(100);
139 *score = PARA_ABS(ret) * item->score_arg;
143 /* returns 1 if row admissible, 0 if not, negative on errors */
144 static int compute_mood_score(const struct osl_row *aft_row, struct mood *m,
147 struct mood_item *item;
150 long score_arg_sum = 0, score = 0, item_score;
151 struct afs_info afsi;
152 struct afh_info afhi;
157 ret = get_afsi_of_row(aft_row, &afsi);
160 ret = get_afhi_of_row(aft_row, &afhi);
163 ret = get_audio_file_path_of_row(aft_row, &path);
166 /* reject audio file if it matches any entry in the deny list */
167 list_for_each_entry(item, &m->deny_list, mood_item_node) {
168 match = get_item_score(item, &afsi, &afhi, path, &item_score,
170 if (match) /* not admissible */
175 list_for_each_entry(item, &m->accept_list, mood_item_node) {
176 ret = get_item_score(item, &afsi, &afhi, path, &item_score,
183 /* reject if there is no matching entry in the accept list */
184 if (!match && !list_empty(&m->accept_list))
186 list_for_each_entry(item, &m->score_list, mood_item_node) {
187 match = get_item_score(item, &afsi, &afhi, path, &item_score,
193 score /= score_arg_sum;
198 static void cleanup_list_entry(struct mood_item *item)
200 if (item->method && item->method->cleanup)
201 item->method->cleanup(item->parser_data);
203 free(item->parser_data);
204 list_del(&item->mood_item_node);
208 static void destroy_mood(struct mood *m)
210 struct mood_item *tmp, *item;
214 list_for_each_entry_safe(item, tmp, &m->accept_list, mood_item_node)
215 cleanup_list_entry(item);
216 list_for_each_entry_safe(item, tmp, &m->deny_list, mood_item_node)
217 cleanup_list_entry(item);
218 list_for_each_entry_safe(item, tmp, &m->score_list, mood_item_node)
219 cleanup_list_entry(item);
224 static struct mood *alloc_new_mood(const char *name)
226 struct mood *m = para_calloc(sizeof(struct mood));
228 m->name = para_strdup(name);
229 INIT_LIST_HEAD(&m->accept_list);
230 INIT_LIST_HEAD(&m->deny_list);
231 INIT_LIST_HEAD(&m->score_list);
235 /** The different types of a mood line. */
236 enum mood_line_type {
247 /** Data passed to the parser of a mood line. */
248 struct mood_line_parser_data {
249 /** The mood this mood line belongs to. */
251 /** The line number in the mood definition. */
256 * <accept [with score <score>] | deny [with score <score>] | score <score>>
257 * [if] [not] <mood_method> [options]
258 * <score> is either an integer or "random" which assigns a random score to
262 static int parse_mood_line(char *mood_line, void *data)
264 struct mood_line_parser_data *mlpd = data;
269 enum mood_line_type mlt = ML_INVALID;
270 struct mood_item *mi = NULL;
273 ret = create_argv(mood_line, " \t", &argv);
277 if (!num_words) /* empty line */
280 if (**w == '#') /* comment */
282 if (!strcmp(*w, "accept"))
284 else if (!strcmp(*w, "deny"))
286 else if (!strcmp(*w, "score"))
288 ret = -E_MOOD_SYNTAX;
289 if (mlt == ML_INVALID)
291 mi = para_calloc(sizeof(struct mood_item));
292 if (mlt != ML_SCORE) {
293 ret = -E_MOOD_SYNTAX;
297 if (strcmp(*w, "with"))
302 if (strcmp(*w, "score"))
305 if (mlt == ML_SCORE || !strcmp(*w, "score")) {
306 ret = -E_MOOD_SYNTAX;
310 if (strcmp(*w, "random")) {
311 mi->random_score = 0;
312 ret = para_atoi32(*w, &mi->score_arg);
316 mi->random_score = 1;
318 goto success; /* the line "score random" is valid */
322 ret = -E_MOOD_SYNTAX;
327 if (!strcmp(*w, "if")) {
328 ret = -E_MOOD_SYNTAX;
333 if (!strcmp(*w, "not")) {
334 ret = -E_MOOD_SYNTAX;
341 for (i = 0; mood_methods[i].parser; i++) {
342 if (strcmp(*w, mood_methods[i].name))
346 ret = -E_MOOD_SYNTAX;
347 if (!mood_methods[i].parser)
349 ret = mood_methods[i].parser(num_words - 1 - (w - argv), w,
353 mi->method = &mood_methods[i];
356 if (mlt == ML_ACCEPT)
357 para_list_add(&mi->mood_item_node, &mlpd->m->accept_list);
358 else if (mlt == ML_DENY)
359 para_list_add(&mi->mood_item_node, &mlpd->m->deny_list);
361 para_list_add(&mi->mood_item_node, &mlpd->m->score_list);
363 PARA_DEBUG_LOG("%s entry added, method: %p\n", mlt == ML_ACCEPT? "accept" :
364 (mlt == ML_DENY? "deny" : "score"), mi->method);
371 free(mi->parser_data);
377 static int load_mood(const struct osl_row *mood_row, struct mood **m)
380 struct osl_object mood_def;
381 struct mood_line_parser_data mlpd = {.line_num = 0};
385 ret = mood_get_name_and_def_by_row(mood_row, &mood_name, &mood_def);
390 mlpd.m = alloc_new_mood(mood_name);
391 ret = for_each_line(FELF_READ_ONLY, mood_def.data, mood_def.size,
392 parse_mood_line, &mlpd);
393 osl_close_disk_object(&mood_def);
395 PARA_ERROR_LOG("unable to load mood %s: %s\n", mlpd.m->name,
396 para_strerror(-ret));
397 destroy_mood(mlpd.m);
404 static int check_mood(struct osl_row *mood_row, void *data)
406 struct para_buffer *pb = data;
408 struct osl_object mood_def;
409 struct mood_line_parser_data mlpd = {.line_num = 0};
411 int ret = mood_get_name_and_def_by_row(mood_row, &mood_name, &mood_def);
414 para_printf(pb, "cannot read mood\n");
417 if (!*mood_name) /* ignore dummy row */
419 para_printf(pb, "checking mood %s...\n", mood_name);
420 ret = for_each_line(FELF_READ_ONLY, mood_def.data, mood_def.size,
421 parse_mood_line, &mlpd);
423 para_printf(pb, "mood %s: error in line %u: %s\n", mood_name,
424 mlpd.line_num, para_strerror(-ret));
425 ret = 1; /* don't fail the loop on invalid mood definitions */
427 osl_close_disk_object(&mood_def);
432 * Check all moods for syntax errors.
434 * \param aca Only ->pbout is used for diagnostics.
436 * \return Negative on fatal errors. Inconsistent mood definitions are not
437 * considered an error.
439 int mood_check_callback(struct afs_callback_arg *aca)
441 para_printf(&aca->pbout, "checking moods...\n");
442 return osl(osl_rbtree_loop(moods_table, BLOBCOL_ID, &aca->pbout,
446 static int64_t normalized_value(int64_t x, int64_t n, int64_t sum, int64_t qd)
450 return 100 * (n * x - sum) / (int64_t)int_sqrt(n) / (int64_t)int_sqrt(qd);
453 static long compute_score(struct afs_info *afsi, long mood_score)
455 mood_score -= normalized_value(afsi->num_played, statistics.num,
456 statistics.num_played_sum, statistics.num_played_qd);
457 mood_score -= normalized_value(afsi->last_played, statistics.num,
458 statistics.last_played_sum, statistics.last_played_qd);
459 return mood_score / 3;
462 static int add_afs_statistics(const struct osl_row *row)
465 struct afs_info afsi;
468 ret = get_afsi_of_row(row, &afsi);
472 x = afsi.last_played;
473 s = statistics.last_played_sum;
475 q = (x > s / n)? x - s / n : s / n - x;
476 statistics.last_played_qd += q * q * n / (n + 1);
478 statistics.last_played_sum += x;
481 s = statistics.num_played_sum;
483 q = (x > s / n)? x - s / n : s / n - x;
484 statistics.num_played_qd += q * q * n / (n + 1);
486 statistics.num_played_sum += x;
491 static int del_afs_statistics(const struct osl_row *row)
493 uint64_t n, s, q, a, new_s;
494 struct afs_info afsi;
496 ret = get_afsi_of_row(row, &afsi);
502 memset(&statistics, 0, sizeof(statistics));
506 s = statistics.last_played_sum;
507 q = statistics.last_played_qd;
508 a = afsi.last_played;
510 statistics.last_played_sum = new_s;
511 statistics.last_played_qd = q + s * s / n - a * a
512 - new_s * new_s / (n - 1);
514 s = statistics.num_played_sum;
515 q = statistics.num_played_qd;
518 statistics.num_played_sum = new_s;
519 statistics.num_played_qd = q + s * s / n - a * a
520 - new_s * new_s / (n - 1);
527 * Structure used during mood_open().
529 * At mood open time we determine the set of admissible files for the given
530 * mood. The mood score of each admissible file is computed by adding up all
531 * mood item scores. Next, we update the afs statistics and append a struct
532 * admissible_file_info to a temporary array.
534 * When all files have been processed in this way, the final score of each
535 * admissible file is computed by adding the dynamic score (which depends on
536 * the afs_statistics and the current time) to the mood score. Finally, all
537 * audio files in the temporary array are added to the score table and the
540 * \sa mood_method, admissible_array.
542 struct admissible_file_info
544 /** The admissible audio file. */
545 struct osl_row *aft_row;
550 /** The temporary array of admissible files. */
551 struct admissible_array {
552 /** Files are admissible wrt. this mood. */
554 /** The size of the array */
556 /** Pointer to the array of admissible files. */
557 struct admissible_file_info *array;
561 * Add an entry to the array of admissible files.
563 * \param aft_row The audio file to be added.
564 * \param private_data Pointer to a struct admissible_file_info.
566 * \return 1 if row admissible, 0 if not, negative on errors.
568 static int add_if_admissible(struct osl_row *aft_row, void *data)
570 struct admissible_array *aa = data;
574 ret = compute_mood_score(aft_row, aa->m, &score);
577 if (statistics.num >= aa->size) {
580 aa->array = para_realloc(aa->array,
581 aa->size * sizeof(struct admissible_file_info));
583 aa->array[statistics.num].aft_row = aft_row;
584 aa->array[statistics.num].score = score;
585 ret = add_afs_statistics(aft_row);
592 * Compute the new quadratic deviation in case one element changes.
594 * \param n Number of elements.
595 * \param old_qd The quadratic deviation before the change.
596 * \param old_val The value that was replaced.
597 * \param new_val The replacement value.
598 * \param old_sum The sum of all elements before the update.
600 * \return The new quadratic deviation resulting from replacing old_val
603 * Given n real numbers a_1, ..., a_n, their sum S = a_1 + ... + a_n,
604 * their quadratic deviation
606 * q = (a_1 - S/n)^2 + ... + (a_n - S/n)^2,
608 * and a real number b, the quadratic deviation q' of a_1,...a_{n-1}, b (ie.
609 * the last number a_n was replaced by b) may be computed in O(1) time in terms
610 * of n, q, a_n, b, and S as
612 * q' = q + d * s - (2 * S + d) * d / n
613 * = q + d * (s - 2 * S / n - d /n),
615 * where d = b - a_n, and s = b + a_n.
617 * Example: n = 3, a_1 = 3, a_2 = 5, a_3 = 7, b = 10. Then S = 15, q = 8, d = 3,
620 * q + d * s - (2 * S + d) * d / n = 8 + 51 - 33 = 26,
622 * which equals q' = (3 - 6)^2 + (5 - 6)^2 + (10 - 6)^2.
625 _static_inline_ int64_t update_quadratic_deviation(int64_t n, int64_t old_qd,
626 int64_t old_val, int64_t new_val, int64_t old_sum)
628 int64_t delta = new_val - old_val;
629 int64_t sigma = new_val + old_val;
630 return old_qd + delta * (sigma - 2 * old_sum / n - delta / n);
633 static int update_afs_statistics(struct afs_info *old_afsi, struct afs_info *new_afsi)
636 int ret = get_num_admissible_files(&n);
642 statistics.last_played_qd = update_quadratic_deviation(n,
643 statistics.last_played_qd, old_afsi->last_played,
644 new_afsi->last_played, statistics.last_played_sum);
645 statistics.last_played_sum += new_afsi->last_played - old_afsi->last_played;
647 statistics.num_played_qd = update_quadratic_deviation(n,
648 statistics.num_played_qd, old_afsi->num_played,
649 new_afsi->num_played, statistics.num_played_sum);
650 statistics.num_played_sum += new_afsi->num_played - old_afsi->num_played;
654 static int add_to_score_table(const struct osl_row *aft_row, long mood_score)
657 struct afs_info afsi;
658 int ret = get_afsi_of_row(aft_row, &afsi);
662 score = compute_score(&afsi, mood_score);
663 return score_add(aft_row, score);
666 static int delete_from_statistics_and_score_table(const struct osl_row *aft_row)
668 int ret = del_afs_statistics(aft_row);
671 return score_delete(aft_row);
675 * Delete one entry from the statistics and from the score table.
677 * \param aft_row The audio file which is no longer admissible.
679 * \return Positive on success, negative on errors.
681 * \sa score_delete().
683 static int mood_delete_audio_file(const struct osl_row *aft_row)
687 ret = row_belongs_to_score_table(aft_row, NULL);
690 if (!ret) /* not admissible, nothing to do */
692 return delete_from_statistics_and_score_table(aft_row);
696 * Compute the new score of an audio file wrt. the current mood.
698 * \param aft_row Determines the audio file.
699 * \param old_afsi The audio file selector info before updating.
701 * The \a old_afsi argument may be \p NULL which indicates that no changes to
702 * the audio file info were made.
704 * \return Positive on success, negative on errors.
706 static int mood_update_audio_file(const struct osl_row *aft_row,
707 struct afs_info *old_afsi)
710 int ret, is_admissible, was_admissible = 0;
711 struct afs_info afsi;
715 return 1; /* nothing to do */
716 ret = row_belongs_to_score_table(aft_row, &rank);
719 was_admissible = ret;
720 ret = compute_mood_score(aft_row, current_mood, &score);
723 is_admissible = (ret > 0);
724 if (!was_admissible && !is_admissible)
726 if (was_admissible && !is_admissible)
727 return delete_from_statistics_and_score_table(aft_row);
728 if (!was_admissible && is_admissible) {
729 ret = add_afs_statistics(aft_row);
732 return add_to_score_table(aft_row, score);
735 ret = get_afsi_of_row(aft_row, &afsi);
739 ret = update_afs_statistics(old_afsi, &afsi);
743 score = compute_score(&afsi, score);
744 PARA_DEBUG_LOG("score: %li\n", score);
745 percent = (score + 100) / 3;
748 else if (percent < 0)
750 PARA_DEBUG_LOG("moving from rank %u to %li%%\n", rank, percent);
751 return score_update(aft_row, percent);
754 static void log_statistics(void)
756 unsigned n = statistics.num;
757 int mean_days, sigma_days;
759 * We can not use the "now" pointer from sched.c here because we are
760 * called before schedule(), which initializes "now".
764 assert(current_mood);
765 PARA_NOTICE_LOG("loaded mood %s\n", current_mood->name?
766 current_mood->name : "(dummy)");
768 PARA_WARNING_LOG("no admissible files\n");
771 PARA_NOTICE_LOG("%u admissible files\n", statistics.num);
772 clock_get_realtime(&rnow);
773 mean_days = (rnow.tv_sec - statistics.last_played_sum / n) / 3600 / 24;
774 sigma_days = int_sqrt(statistics.last_played_qd / n) / 3600 / 24;
775 PARA_NOTICE_LOG("last_played mean/sigma: %d/%d days\n", mean_days, sigma_days);
776 PARA_NOTICE_LOG("num_played mean/sigma: %llu/%llu\n",
777 (long long unsigned)statistics.num_played_sum / n,
778 (long long unsigned)int_sqrt(statistics.num_played_qd / n));
782 * Close the current mood.
784 * Free all resources of the current mood which were allocated during
787 void close_current_mood(void)
789 destroy_mood(current_mood);
791 memset(&statistics, 0, sizeof(statistics));
795 * Change the current mood.
797 * \param mood_name The name of the mood to open.
799 * If \a mood_name is \a NULL, load the dummy mood that accepts every audio file
800 * and uses a scoring method based only on the \a last_played information.
802 * If there is already an open mood, it will be closed first.
804 * \return Positive on success, negative on errors. Loading the dummy mood
807 * \sa struct admissible_file_info, struct admissible_array, struct
808 * afs_info::last_played, mood_close().
810 int change_current_mood(const char *mood_name)
813 struct admissible_array aa = {
821 struct osl_object obj = {
822 .data = (char *)mood_name,
823 .size = strlen(mood_name) + 1
825 ret = osl(osl_get_row(moods_table, BLOBCOL_NAME, &obj, &row));
827 PARA_NOTICE_LOG("no such mood: %s\n", mood_name);
830 ret = load_mood(row, &m);
833 close_current_mood();
835 } else { /* load dummy mood */
836 close_current_mood();
837 current_mood = alloc_new_mood(NULL);
840 PARA_NOTICE_LOG("computing statistics of admissible files\n");
841 ret = audio_file_loop(&aa, add_if_admissible);
844 for (i = 0; i < statistics.num; i++) {
845 struct admissible_file_info *a = aa.array + i;
846 ret = add_to_score_table(a->aft_row, a->score);
851 ret = statistics.num;
857 * Close and re-open the current mood.
859 * This function is used if changes to the audio file table or the
860 * attribute table were made that render the current list of admissible
861 * files useless. For example, if an attribute is removed from the
862 * attribute table, this function is called.
864 * \return Positive on success, negative on errors. If no mood is currently
865 * open, the function returns success.
867 * \sa mood_open(), mood_close().
869 static int reload_current_mood(void)
872 char *mood_name = NULL;
874 ret = clear_score_table();
879 PARA_NOTICE_LOG("reloading %s\n", current_mood->name?
880 current_mood->name : "(dummy)");
881 if (current_mood->name)
882 mood_name = para_strdup(current_mood->name);
883 close_current_mood();
884 ret = change_current_mood(mood_name);
890 * Notification callback for the moods table.
892 * \param event Type of the event just occurred.
894 * \param data Its type depends on the event.
896 * This function performs actions required due to the occurrence of the given
897 * event. Possible actions include reload of the current mood and update of the
898 * score of an audio file.
902 int moods_event_handler(enum afs_events event, __a_unused struct para_buffer *pb,
909 * The three blob events might change the set of admissible files,
910 * so we must reload the score list.
915 if (data == moods_table || data == playlists_table)
916 return 1; /* no reload necessary for these */
917 return reload_current_mood();
918 /* these also require reload of the score table */
920 case ATTRIBUTE_REMOVE:
921 case ATTRIBUTE_RENAME:
922 return reload_current_mood();
923 /* changes to the aft only require to re-examine the audio file */
925 struct afsi_change_event_data *aced = data;
926 return mood_update_audio_file(aced->aft_row, aced->old_afsi);
929 case AUDIO_FILE_RENAME:
931 return mood_update_audio_file(data, NULL);
932 case AUDIO_FILE_REMOVE:
933 return mood_delete_audio_file(data);