2 * Copyright (C) 2007-2012 Andre Noll <maan@systemlinux.org>
4 * Licensed under the GPL v2. For licencing details see COPYING.
7 /** \file mood.c Paraslash's mood handling functions. */
22 * Contains statistical data of the currently admissible audio files.
24 * It is used to assign normalized score values to each admissible audio file.
26 struct afs_statistics {
27 /** Sum of num played over all admissible files. */
28 int64_t num_played_sum;
29 /** Sum of last played times over all admissible files. */
30 int64_t last_played_sum;
31 /** Quadratic deviation of num played time. */
32 int64_t num_played_qd;
33 /** Quadratic deviation of last played time. */
34 int64_t last_played_qd;
35 /** Number of admissible files */
38 static struct afs_statistics statistics;
41 * Each line of the current mood corresponds to a mood_item.
44 /** The method this line is referring to. */
45 const struct mood_method *method;
46 /** The data structure computed by the mood parser. */
48 /** The given score value, or zero if none was given. */
50 /** Non-zero if random scoring was requested. */
52 /** Whether the "not" keyword was given in the mood line. */
54 /** The position in the list of items. */
55 struct list_head mood_item_node;
59 * Created from the mood definition by mood_open().
61 * When a mood is opened, each line of its definition is investigated, and a
62 * corresponding mood item is produced. Each mood line starts with \p accept,
63 * \p deny, or \p score which determines the type of the mood line. For each
64 * such type a linked list is maintained whose entries are the mood items.
66 * \sa mood_item, mood_open().
69 /** The name of this mood. */
71 /** The list of mood items of type \p accept. */
72 struct list_head accept_list;
73 /** The list of mood items of type \p deny. */
74 struct list_head deny_list;
75 /** The list of mood items of type \p score. */
76 struct list_head score_list;
79 static struct mood *current_mood;
82 * Rough approximation to sqrt.
84 * \param x Integer of which to calculate the sqrt.
86 * \return An integer res with res * res <= x.
88 __a_const static uint64_t int_sqrt(uint64_t x)
90 uint64_t op, res, one = 1;
99 if (op >= res + one) {
100 op = op - (res + one);
106 // PARA_NOTICE_LOG("sqrt(%llu) = %llu\n", x, res);
110 /* returns 1 if row matches score item, 0 if not. */
111 static int get_item_score(struct mood_item *item, const struct afs_info *afsi,
112 const struct afh_info *afhi, const char *path, long *score,
117 *score_arg_sum += item->random_score? 100 : PARA_ABS(item->score_arg);
120 ret = item->method->score_function(path, afsi, afhi,
122 if ((ret < 0 && !item->logical_not) || (ret >= 0 && item->logical_not))
123 match = 0; /* no match */
125 if (item->random_score)
126 *score = PARA_ABS(ret) * para_random(100);
128 *score = PARA_ABS(ret) * item->score_arg;
132 /* returns 1 if row admissible, 0 if not, negative on errors */
133 static int compute_mood_score(const struct osl_row *aft_row, struct mood *m,
136 struct mood_item *item;
138 long score_arg_sum = 0, score = 0, item_score;
139 struct afs_info afsi;
140 struct afh_info afhi;
145 ret = get_afsi_of_row(aft_row, &afsi);
148 ret = get_afhi_of_row(aft_row, &afhi);
151 ret = get_audio_file_path_of_row(aft_row, &path);
154 /* reject audio file if it matches any entry in the deny list */
155 list_for_each_entry(item, &m->deny_list, mood_item_node) {
156 ret = get_item_score(item, &afsi, &afhi, path, &item_score,
158 if (ret > 0) /* not admissible */
162 list_for_each_entry(item, &m->accept_list, mood_item_node) {
163 ret = get_item_score(item, &afsi, &afhi, path, &item_score,
170 /* reject if there is no matching entry in the accept list */
171 if (!match && !list_empty(&m->accept_list))
173 list_for_each_entry(item, &m->score_list, mood_item_node) {
174 ret = get_item_score(item, &afsi, &afhi, path, &item_score,
179 score /= score_arg_sum;
184 static void cleanup_list_entry(struct mood_item *item)
186 if (item->method && item->method->cleanup)
187 item->method->cleanup(item->parser_data);
189 free(item->parser_data);
190 list_del(&item->mood_item_node);
194 static void destroy_mood(struct mood *m)
196 struct mood_item *tmp, *item;
200 list_for_each_entry_safe(item, tmp, &m->accept_list, mood_item_node)
201 cleanup_list_entry(item);
202 list_for_each_entry_safe(item, tmp, &m->deny_list, mood_item_node)
203 cleanup_list_entry(item);
204 list_for_each_entry_safe(item, tmp, &m->score_list, mood_item_node)
205 cleanup_list_entry(item);
210 static struct mood *alloc_new_mood(const char *name)
212 struct mood *m = para_calloc(sizeof(struct mood));
213 m->name = para_strdup(name);
214 INIT_LIST_HEAD(&m->accept_list);
215 INIT_LIST_HEAD(&m->deny_list);
216 INIT_LIST_HEAD(&m->score_list);
220 /** The different types of a mood line. */
221 enum mood_line_type {
232 /** Data passed to the parser of a mood line. */
233 struct mood_line_parser_data {
234 /** The mood this mood line belongs to. */
236 /** The line number in the mood definition. */
241 * <accept [with score <score>] | deny [with score <score>] | score <score>>
242 * [if] [not] <mood_method> [options]
243 * <score> is either an integer or "random" which assigns a random score to
247 static int parse_mood_line(char *mood_line, void *data)
249 struct mood_line_parser_data *mlpd = data;
254 enum mood_line_type mlt = ML_INVALID;
255 struct mood_item *mi = NULL;
258 ret = create_argv(mood_line, " \t", &argv);
262 if (!num_words) /* empty line */
265 if (**w == '#') /* comment */
267 if (!strcmp(*w, "accept"))
269 else if (!strcmp(*w, "deny"))
271 else if (!strcmp(*w, "score"))
273 ret = -E_MOOD_SYNTAX;
274 if (mlt == ML_INVALID)
276 mi = para_calloc(sizeof(struct mood_item));
277 if (mlt != ML_SCORE) {
278 ret = -E_MOOD_SYNTAX;
282 if (strcmp(*w, "with"))
287 if (strcmp(*w, "score"))
290 if (mlt == ML_SCORE || !strcmp(*w, "score")) {
291 ret = -E_MOOD_SYNTAX;
295 if (strcmp(*w, "random")) {
296 mi->random_score = 0;
297 ret = para_atoi32(*w, &mi->score_arg);
301 mi->random_score = 1;
303 goto success; /* the line "score random" is valid */
307 ret = -E_MOOD_SYNTAX;
312 if (!strcmp(*w, "if")) {
313 ret = -E_MOOD_SYNTAX;
318 if (!strcmp(*w, "not")) {
319 ret = -E_MOOD_SYNTAX;
326 for (i = 0; mood_methods[i].parser; i++) {
327 if (strcmp(*w, mood_methods[i].name))
331 ret = -E_MOOD_SYNTAX;
332 if (!mood_methods[i].parser)
334 ret = mood_methods[i].parser(num_words - 1 - (w - argv), w,
338 mi->method = &mood_methods[i];
341 if (mlt == ML_ACCEPT)
342 para_list_add(&mi->mood_item_node, &mlpd->m->accept_list);
343 else if (mlt == ML_DENY)
344 para_list_add(&mi->mood_item_node, &mlpd->m->deny_list);
346 para_list_add(&mi->mood_item_node, &mlpd->m->score_list);
348 PARA_DEBUG_LOG("%s entry added, method: %p\n", mlt == ML_ACCEPT? "accept" :
349 (mlt == ML_DENY? "deny" : "score"), mi->method);
356 free(mi->parser_data);
362 static int load_mood(const struct osl_row *mood_row, struct mood **m)
365 struct osl_object mood_def;
366 struct mood_line_parser_data mlpd = {.line_num = 0};
370 ret = mood_get_name_and_def_by_row(mood_row, &mood_name, &mood_def);
375 mlpd.m = alloc_new_mood(mood_name);
376 ret = for_each_line_ro(mood_def.data, mood_def.size,
377 parse_mood_line, &mlpd);
378 osl_close_disk_object(&mood_def);
380 PARA_ERROR_LOG("unable to load mood %s: %s\n", mlpd.m->name,
381 para_strerror(-ret));
382 destroy_mood(mlpd.m);
389 static int check_mood(struct osl_row *mood_row, void *data)
391 struct para_buffer *pb = data;
393 struct osl_object mood_def;
394 struct mood_line_parser_data mlpd = {.line_num = 0};
396 int ret = mood_get_name_and_def_by_row(mood_row, &mood_name, &mood_def);
399 para_printf(pb, "failed to get mood definition: %s\n",
400 para_strerror(-ret));
403 if (!*mood_name) /* ignore dummy row */
405 ret = para_printf(pb, "checking mood %s...\n", mood_name);
408 ret = for_each_line_ro(mood_def.data, mood_def.size,
409 parse_mood_line, &mlpd);
411 para_printf(pb, "%s line %u: %s\n", mood_name, mlpd.line_num,
412 para_strerror(-ret));
414 osl_close_disk_object(&mood_def);
419 * Check all moods for syntax errors.
421 * \param fd The afs socket.
422 * \param query Unused.
424 void mood_check_callback(int fd, __a_unused const struct osl_object *query)
426 struct para_buffer pb = {
427 .max_size = shm_get_shmmax(),
428 .private_data = &(struct afs_max_size_handler_data) {
431 .max_size_handler = afs_max_size_handler
434 int ret = para_printf(&pb, "checking moods...\n");
437 osl_rbtree_loop(moods_table, BLOBCOL_ID, &pb,
440 pass_buffer_as_shm(pb.buf, pb.offset, &fd);
445 static unsigned int_log2(uint64_t x)
457 static int64_t normalized_value(int64_t x, int64_t n, int64_t sum, int64_t qd)
461 return 100 * (n * x - sum) / (int64_t)int_sqrt(n * qd);
464 static long compute_num_played_score(struct afs_info *afsi)
466 return -normalized_value(afsi->num_played, statistics.num,
467 statistics.num_played_sum, statistics.num_played_qd);
470 static long compute_last_played_score(struct afs_info *afsi)
472 return -normalized_value(afsi->last_played, statistics.num,
473 statistics.last_played_sum, statistics.last_played_qd);
476 static long compute_dynamic_score(const struct osl_row *aft_row)
478 struct afs_info afsi;
479 int64_t score, nscore = 0, lscore = 0;
482 ret = get_afsi_of_row(aft_row, &afsi);
485 nscore = compute_num_played_score(&afsi);
486 lscore = compute_last_played_score(&afsi);
487 score = nscore + lscore;
491 static int add_afs_statistics(const struct osl_row *row)
494 struct afs_info afsi;
497 ret = get_afsi_of_row(row, &afsi);
501 x = afsi.last_played;
502 s = statistics.last_played_sum;
504 statistics.last_played_qd += (x - s / n) * (x - s / n) * n / (n + 1);
505 statistics.last_played_sum += x;
508 s = statistics.num_played_sum;
510 statistics.num_played_qd += (x - s / n) * (x - s / n) * n / (n + 1);
511 statistics.num_played_sum += x;
516 static int del_afs_statistics(const struct osl_row *row)
518 uint64_t n, s, q, a, new_s;
519 struct afs_info afsi;
521 ret = get_afsi_of_row(row, &afsi);
527 memset(&statistics, 0, sizeof(statistics));
531 s = statistics.last_played_sum;
532 q = statistics.last_played_qd;
533 a = afsi.last_played;
535 statistics.last_played_sum = new_s;
536 statistics.last_played_qd = q + s * s / n - a * a
537 - new_s * new_s / (n - 1);
539 s = statistics.num_played_sum;
540 q = statistics.num_played_qd;
543 statistics.num_played_sum = new_s;
544 statistics.num_played_qd = q + s * s / n - a * a
545 - new_s * new_s / (n - 1);
552 * Structure used during mood_open().
554 * At mood open time, we look at each file in the audio file table in order to
555 * determine whether it is admissible. If a file happens to be admissible, its
556 * mood score is computed by calling each relevant mood_score_function. Next,
557 * we update the afs_statistics and add a struct admissible_file_info to a
560 * If all files have been processed that way, the final score of each
561 * admissible file is computed by adding the dynamic score (which depends on
562 * the afs_statistics) to the mood score. Finally, all audio files in the
563 * array are added to the score table and the admissible array is freed.
565 * \sa mood_method, admissible_array.
567 struct admissible_file_info
569 /** The admissible audio file. */
570 struct osl_row *aft_row;
575 /** The temporary array of admissible files. */
576 struct admissible_array {
577 /** Files are admissible wrt. this mood. */
579 /** The size of the array */
581 /** Pointer to the array of admissible files. */
582 struct admissible_file_info *array;
586 * Add an entry to the array of admissible files.
588 * \param aft_row The audio file to be added.
589 * \param private_data Pointer to a struct admissible_file_info.
591 * \return 1 if row admissible, 0 if not, negative on errors.
593 static int add_if_admissible(struct osl_row *aft_row, void *data)
595 struct admissible_array *aa = data;
599 ret = compute_mood_score(aft_row, aa->m, &score);
602 if (statistics.num >= aa->size) {
605 aa->array = para_realloc(aa->array,
606 aa->size * sizeof(struct admissible_file_info));
608 aa->array[statistics.num].aft_row = aft_row;
609 aa->array[statistics.num].score = score;
610 ret = add_afs_statistics(aft_row);
617 * Compute the new quadratic deviation in case one element changes.
619 * \param n Number of elements.
620 * \param old_qd The quadratic deviation before the change.
621 * \param old_val The value that was replaced.
622 * \param new_val The replacement value.
623 * \param old_sum The sum of all elements before the update.
625 * \return The new quadratic deviation resulting from replacing old_val
628 * Given n real numbers a_1, ..., a_n, their sum S = a_1 + ... + a_n,
629 * their quadratic deviation
631 * q = (a_1 - S/n)^2 + ... + (a_n - S/n)^2,
633 * and a real number b, the quadratic deviation q' of a_1,...a_{n-1}, b (ie.
634 * the last number a_n was replaced by b) may be computed in O(1) time in terms
635 * of n, q, a_n, b, and S as
637 * q' = q + d * s - (2 * S + d) * d / n,
639 * where d = b - a_n, and s = b + a_n.
641 * Example: n = 3, a_1 = 3, a_2 = 5, a_3 = 7, b = 10. Then S = 15, q = 8, d = 3,
644 * q + d * s - (2 * S + d) * d / n = 8 + 51 - 33 = 26,
646 * which equals q' = (3 - 6)^2 + (5 - 6)^2 + (10 - 6)^2.
649 _static_inline_ int64_t update_quadratic_deviation(int64_t n, int64_t old_qd,
650 int64_t old_val, int64_t new_val, int64_t old_sum)
652 int64_t delta = new_val - old_val;
653 int64_t sigma = new_val + old_val;
654 return old_qd + delta * sigma - (2 * old_sum + delta) * delta / n;
657 static int update_afs_statistics(struct afs_info *old_afsi, struct afs_info *new_afsi)
660 int ret = get_num_admissible_files(&n);
666 statistics.last_played_qd = update_quadratic_deviation(n,
667 statistics.last_played_qd, old_afsi->last_played,
668 new_afsi->last_played, statistics.last_played_sum);
669 statistics.last_played_sum += new_afsi->last_played - old_afsi->last_played;
671 statistics.num_played_qd = update_quadratic_deviation(n,
672 statistics.num_played_qd, old_afsi->num_played,
673 new_afsi->num_played, statistics.num_played_sum);
674 statistics.num_played_sum += new_afsi->num_played - old_afsi->num_played;
678 static int add_to_score_table(const struct osl_row *aft_row, long mood_score)
680 long score = (compute_dynamic_score(aft_row) + mood_score) / 3;
681 return score_add(aft_row, score);
684 static int delete_from_statistics_and_score_table(const struct osl_row *aft_row)
686 int ret = del_afs_statistics(aft_row);
689 return score_delete(aft_row);
693 * Delete one entry from the statistics and from the score table.
695 * \param aft_row The audio file which is no longer admissible.
697 * \return Positive on success, negative on errors.
699 * \sa score_delete().
701 static int mood_delete_audio_file(const struct osl_row *aft_row)
705 ret = row_belongs_to_score_table(aft_row, NULL);
708 if (!ret) /* not admissible, nothing to do */
710 return delete_from_statistics_and_score_table(aft_row);
714 * Compute the new score of an audio file wrt. the current mood.
716 * \param aft_row Determines the audio file.
717 * \param old_afsi The audio file selector info before updating.
719 * The \a old_afsi argument may be \p NULL which indicates that no changes to
720 * the audio file info were made.
722 * \return Positive on success, negative on errors.
724 static int mood_update_audio_file(const struct osl_row *aft_row,
725 struct afs_info *old_afsi)
728 int ret, is_admissible, was_admissible = 0;
729 struct afs_info afsi;
733 return 1; /* nothing to do */
734 ret = row_belongs_to_score_table(aft_row, &rank);
737 was_admissible = ret;
738 ret = compute_mood_score(aft_row, current_mood, &score);
741 is_admissible = (ret > 0);
742 if (!was_admissible && !is_admissible)
744 if (was_admissible && !is_admissible)
745 return delete_from_statistics_and_score_table(aft_row);
746 if (!was_admissible && is_admissible) {
747 ret = add_afs_statistics(aft_row);
750 return add_to_score_table(aft_row, score);
753 ret = get_afsi_of_row(aft_row, &afsi);
757 ret = update_afs_statistics(old_afsi, &afsi);
761 score += compute_num_played_score(&afsi);
762 score += compute_last_played_score(&afsi);
764 PARA_DEBUG_LOG("score: %li\n", score);
765 percent = (score + 100) / 3;
768 else if (percent < 0)
770 PARA_DEBUG_LOG("moving from rank %u to %lu%%\n", rank, percent);
771 return score_update(aft_row, percent);
774 static void log_statistics(void)
776 unsigned n = statistics.num;
779 PARA_NOTICE_LOG("no admissible files\n");
782 PARA_INFO_LOG("last_played mean: %lli, last_played sigma: %llu\n",
783 (long long int)(statistics.last_played_sum / n),
784 (long long unsigned)int_sqrt(statistics.last_played_qd / n));
785 PARA_INFO_LOG("num_played mean: %lli, num_played sigma: %llu\n",
786 (long long int)statistics.num_played_sum / n,
787 (long long unsigned)int_sqrt(statistics.num_played_qd / n));
791 * Close the current mood.
793 * Free all resources of the current mood which were allocated during
796 void close_current_mood(void)
798 destroy_mood(current_mood);
800 memset(&statistics, 0, sizeof(statistics));
804 * Change the current mood.
806 * \param mood_name The name of the mood to open.
808 * If \a mood_name is \a NULL, load the dummy mood that accepts every audio file
809 * and uses a scoring method based only on the \a last_played information.
811 * If there is already an open mood, it will be closed first.
813 * \return Positive on success, negative on errors. Loading the dummy mood
816 * \sa struct admissible_file_info, struct admissible_array, struct
817 * afs_info::last_played, mood_close().
819 int change_current_mood(char *mood_name)
822 struct admissible_array aa = {
830 struct osl_object obj = {
832 .size = strlen(mood_name) + 1
834 ret = osl(osl_get_row(moods_table, BLOBCOL_NAME, &obj, &row));
836 PARA_NOTICE_LOG("no such mood: %s\n", mood_name);
839 ret = load_mood(row, &m);
842 close_current_mood();
845 close_current_mood();
846 current_mood = alloc_new_mood("dummy");
849 PARA_NOTICE_LOG("computing statistics of admissible files\n");
850 ret = audio_file_loop(&aa, add_if_admissible);
854 PARA_INFO_LOG("%d admissible files \n", statistics.num);
855 for (i = 0; i < statistics.num; i++) {
856 struct admissible_file_info *a = aa.array + i;
857 ret = add_to_score_table(a->aft_row, a->score);
861 PARA_NOTICE_LOG("loaded mood %s\n", current_mood->name);
862 ret = statistics.num;
868 * Close and re-open the current mood.
870 * This function is used if changes to the audio file table or the
871 * attribute table were made that render the current list of admissible
872 * files useless. For example, if an attribute is removed from the
873 * attribute table, this function is called.
875 * \return Positive on success, negative on errors. If no mood is currently
876 * open, the function returns success.
878 * \sa mood_open(), mood_close().
880 static int reload_current_mood(void)
883 char *mood_name = NULL;
887 PARA_NOTICE_LOG("reloading %s\n", current_mood->name?
888 current_mood->name : "(dummy)");
889 if (current_mood->name)
890 mood_name = para_strdup(current_mood->name);
891 close_current_mood();
892 ret = change_current_mood(mood_name);
898 * Notification callback for the moods table.
900 * \param event Type of the event just occurred.
902 * \param data Its type depends on the event.
904 * This function performs actions required due to the occurrence of the given
905 * event. Possible actions include reload of the current mood and update of the
906 * score of an audio file.
908 int moods_event_handler(enum afs_events event, __a_unused struct para_buffer *pb,
917 * The three blob events might change the set of admissible files,
918 * so we must reload the score list.
923 if (data == moods_table || data == playlists_table)
924 return 1; /* no reload necessary for these */
925 ret = clear_score_table();
927 PARA_CRIT_LOG("clear score table returned %s\n",
928 para_strerror(-ret));
929 return reload_current_mood();
930 /* these also require reload of the score table */
932 case ATTRIBUTE_REMOVE:
933 case ATTRIBUTE_RENAME:
934 return reload_current_mood();
935 /* changes to the aft only require to re-examine the audio file */
937 struct afsi_change_event_data *aced = data;
938 return mood_update_audio_file(aced->aft_row, aced->old_afsi);
941 case AUDIO_FILE_RENAME:
943 return mood_update_audio_file(data, NULL);
944 case AUDIO_FILE_REMOVE:
945 return mood_delete_audio_file(data);