patch 8.2.1893: fuzzy matching does not support multiple words

Problem:    Fuzzy matching does not support multiple words.
Solution:   Add support for matching white space separated words. (Yegappan
            Lakshmanan, closes #7163)

runtime/doc/eval.txt

@@ -7367,8 +7367,15 @@ matchfuzzy({list}, {str} [, {dict}])			*matchfuzzy()*
 		the strings in {list} that fuzzy match {str}. The strings in
 		the returned list are sorted based on the matching score.
 
+		The optional {dict} argument always supports the following
+		items:
+		    matchseq	When this item is present and {str} contains
+				multiple words separated by white space, then
+				returns only matches that contain the words in
+				the given sequence.
+
 		If {list} is a list of dictionaries, then the optional {dict}
-		argument supports the following items:
+		argument supports the following additional items:
 		    key		key of the item which is fuzzy matched against
 				{str}. The value of this item should be a
 				string.
@@ -7382,6 +7389,9 @@ matchfuzzy({list}, {str} [, {dict}])			*matchfuzzy()*
 		matching is NOT supported.  The maximum supported {str} length
 		is 256.
 
+		When {str} has multiple words each separated by white space,
+		then the list of strings that have all the words is returned.
+
 		If there are no matching strings or there is an error, then an
 		empty list is returned. If length of {str} is greater than
 		256, then returns an empty list.
@@ -7401,7 +7411,12 @@ matchfuzzy({list}, {str} [, {dict}])			*matchfuzzy()*
 		   :echo v:oldfiles->matchfuzzy("test")
 <		results in a list of file names fuzzy matching "test". >
 		   :let l = readfile("buffer.c")->matchfuzzy("str")
-<		results in a list of lines in "buffer.c" fuzzy matching "str".
+<		results in a list of lines in "buffer.c" fuzzy matching "str". >
+		   :echo ['one two', 'two one']->matchfuzzy('two one')
+<		results in ['two one', 'one two']. >
+		   :echo ['one two', 'two one']->matchfuzzy('two one',
+						\ {'matchseq': 1})
+<		results in ['two one'].
 
 matchfuzzypos({list}, {str} [, {dict}])			*matchfuzzypos()*
 		Same as |matchfuzzy()|, but returns the list of matched

src/search.c

@@ -4203,16 +4203,16 @@ the_end:
  * Ported from the lib_fts library authored by Forrest Smith.
  * https://github.com/forrestthewoods/lib_fts/tree/master/code
  *
- * Blog describing the algorithm:
+ * The following blog describes the fuzzy matching algorithm:
  * https://www.forrestthewoods.com/blog/reverse_engineering_sublime_texts_fuzzy_match/
  *
  * Each matching string is assigned a score. The following factors are checked:
- *   Matched letter
+ *   - Matched letter
- *   Unmatched letter
+ *   - Unmatched letter
- *   Consecutively matched letters
+ *   - Consecutively matched letters
- *   Proximity to start
+ *   - Proximity to start
- *   Letter following a separator (space, underscore)
+ *   - Letter following a separator (space, underscore)
- *   Uppercase letter following lowercase (aka CamelCase)
+ *   - Uppercase letter following lowercase (aka CamelCase)
  *
  * Matched letters are good. Unmatched letters are bad. Matching near the start
  * is good. Matching the first letter in the middle of a phrase is good.
@@ -4222,16 +4222,17 @@ the_end:
  * File paths are different from file names. File extensions may be ignorable.
  * Single words care about consecutive matches but not separators or camel
  * case.
- *   Score starts at 0
+ *   Score starts at 100
  *   Matched letter: +0 points
  *   Unmatched letter: -1 point
- *   Consecutive match bonus: +5 points
+ *   Consecutive match bonus: +15 points
- *   Separator bonus: +10 points
+ *   First letter bonus: +15 points
- *   Camel case bonus: +10 points
+ *   Separator bonus: +30 points
- *   Unmatched leading letter: -3 points (max: -9)
+ *   Camel case bonus: +30 points
+ *   Unmatched leading letter: -5 points (max: -15)
  *
  * There is some nuance to this. Scores don’t have an intrinsic meaning. The
- * score range isn’t 0 to 100. It’s roughly [-50, 50]. Longer words have a
+ * score range isn’t 0 to 100. It’s roughly [50, 150]. Longer words have a
  * lower minimum score due to unmatched letter penalty. Longer search patterns
  * have a higher maximum score due to match bonuses.
  *
@@ -4247,6 +4248,7 @@ the_end:
  */
 typedef struct
 {
+    int		idx;		// used for stable sort
     listitem_T	*item;
     int		score;
     list_T	*lmatchpos;
@@ -4267,6 +4269,8 @@ typedef struct
 #define MAX_LEADING_LETTER_PENALTY -15
 // penalty for every letter that doesn't match
 #define UNMATCHED_LETTER_PENALTY -1
+// penalty for gap in matching positions (-2 * k)
+#define GAP_PENALTY	-2
 // Score for a string that doesn't fuzzy match the pattern
 #define SCORE_NONE	-9999
 
@@ -4319,6 +4323,8 @@ fuzzy_match_compute_score(
 	    // Sequential
 	    if (currIdx == (prevIdx + 1))
 		score += SEQUENTIAL_BONUS;
+	    else
+		score += GAP_PENALTY * (currIdx - prevIdx);
 	}
 
 	// Check for bonuses based on neighbor character value
@@ -4334,7 +4340,7 @@ fuzzy_match_compute_score(
 		while (sidx < currIdx)
 		{
 		    neighbor = (*mb_ptr2char)(p);
-		    (void)mb_ptr2char_adv(&p);
+		    MB_PTR_ADV(p);
 		    sidx++;
 		}
 		curr = (*mb_ptr2char)(p);
@@ -4362,6 +4368,10 @@ fuzzy_match_compute_score(
     return score;
 }
 
+/*
+ * Perform a recursive search for fuzzy matching 'fuzpat' in 'str'.
+ * Return the number of matching characters.
+ */
     static int
 fuzzy_match_recursive(
 	char_u		*fuzpat,
@@ -4386,11 +4396,11 @@ fuzzy_match_recursive(
     // Count recursions
     ++*recursionCount;
     if (*recursionCount >= FUZZY_MATCH_RECURSION_LIMIT)
-	return FALSE;
+	return 0;
 
     // Detect end of strings
     if (*fuzpat == '\0' || *str == '\0')
-	return FALSE;
+	return 0;
 
     // Loop through fuzpat and str looking for a match
     first_match = TRUE;
@@ -4411,7 +4421,7 @@ fuzzy_match_recursive(
 
 	    // Supplied matches buffer was too short
 	    if (nextMatch >= maxMatches)
-		return FALSE;
+		return 0;
 
 	    // "Copy-on-Write" srcMatches into matches
 	    if (first_match && srcMatches)
@@ -4444,12 +4454,12 @@ fuzzy_match_recursive(
 	    // Advance
 	    matches[nextMatch++] = strIdx;
 	    if (has_mbyte)
-		(void)mb_ptr2char_adv(&fuzpat);
+		MB_PTR_ADV(fuzpat);
 	    else
 		++fuzpat;
 	}
 	if (has_mbyte)
-	    (void)mb_ptr2char_adv(&str);
+	    MB_PTR_ADV(str);
 	else
 	    ++str;
 	strIdx++;
@@ -4469,12 +4479,12 @@ fuzzy_match_recursive(
 	// Recursive score is better than "this"
 	memcpy(matches, bestRecursiveMatches, maxMatches * sizeof(matches[0]));
 	*outScore = bestRecursiveScore;
-	return TRUE;
+	return nextMatch;
     }
     else if (matched)
-	return TRUE;		// "this" score is better than recursive
+	return nextMatch;	// "this" score is better than recursive
 
-    return FALSE;		// no match
+    return 0;		// no match
 }
 
 /*
@@ -4485,45 +4495,110 @@ fuzzy_match_recursive(
  * Scores values have no intrinsic meaning.  Possible score range is not
  * normalized and varies with pattern.
  * Recursion is limited internally (default=10) to prevent degenerate cases
- * (fuzpat="aaaaaa" str="aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa").
+ * (pat_arg="aaaaaa" str="aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa").
  * Uses char_u for match indices. Therefore patterns are limited to MAXMATCHES
  * characters.
  *
- * Returns TRUE if 'fuzpat' matches 'str'. Also returns the match score in
+ * Returns TRUE if 'pat_arg' matches 'str'. Also returns the match score in
  * 'outScore' and the matching character positions in 'matches'.
  */
     static int
 fuzzy_match(
 	char_u		*str,
-	char_u		*fuzpat,
+	char_u		*pat_arg,
+	int		matchseq,
 	int		*outScore,
 	matchidx_T	*matches,
 	int		maxMatches)
 {
     int		recursionCount = 0;
     int		len = MB_CHARLEN(str);
+    char_u	*save_pat;
+    char_u	*pat;
+    char_u	*p;
+    int		complete = FALSE;
+    int		score = 0;
+    int		numMatches = 0;
+    int		matchCount;
 
     *outScore = 0;
 
-    return fuzzy_match_recursive(fuzpat, str, 0, outScore, str, len, NULL,
+    save_pat = vim_strsave(pat_arg);
-	    matches, maxMatches, 0, &recursionCount);
+    if (save_pat == NULL)
+	return FALSE;
+    pat = save_pat;
+    p = pat;
+
+    // Try matching each word in 'pat_arg' in 'str'
+    while (TRUE)
+    {
+	if (matchseq)
+	    complete = TRUE;
+	else
+	{
+	    // Extract one word from the pattern (separated by space)
+	    p = skipwhite(p);
+	    if (*p == NUL)
+		break;
+	    pat = p;
+	    while (*p != NUL && !VIM_ISWHITE(PTR2CHAR(p)))
+	    {
+		if (has_mbyte)
+		    MB_PTR_ADV(p);
+		else
+		    ++p;
+	    }
+	    if (*p == NUL)		// processed all the words
+		complete = TRUE;
+	    *p = NUL;
+	}
+
+	score = 0;
+	recursionCount = 0;
+	matchCount = fuzzy_match_recursive(pat, str, 0, &score, str, len, NULL,
+				matches + numMatches, maxMatches - numMatches,
+				0, &recursionCount);
+	if (matchCount == 0)
+	{
+	    numMatches = 0;
+	    break;
+	}
+
+	// Accumulate the match score and the number of matches
+	*outScore += score;
+	numMatches += matchCount;
+
+	if (complete)
+	    break;
+
+	// try matching the next word
+	++p;
+    }
+
+    vim_free(save_pat);
+    return numMatches != 0;
 }
 
 /*
  * Sort the fuzzy matches in the descending order of the match score.
+ * For items with same score, retain the order using the index (stable sort)
  */
     static int
-fuzzy_item_compare(const void *s1, const void *s2)
+fuzzy_match_item_compare(const void *s1, const void *s2)
 {
     int		v1 = ((fuzzyItem_T *)s1)->score;
     int		v2 = ((fuzzyItem_T *)s2)->score;
+    int		idx1 = ((fuzzyItem_T *)s1)->idx;
+    int		idx2 = ((fuzzyItem_T *)s2)->idx;
 
-    return v1 == v2 ? 0 : v1 > v2 ? -1 : 1;
+    return v1 == v2 ? (idx1 - idx2) : v1 > v2 ? -1 : 1;
 }
 
 /*
  * Fuzzy search the string 'str' in a list of 'items' and return the matching
  * strings in 'fmatchlist'.
+ * If 'matchseq' is TRUE, then for multi-word search strings, match all the
+ * words in sequence.
  * If 'items' is a list of strings, then search for 'str' in the list.
  * If 'items' is a list of dicts, then either use 'key' to lookup the string
  * for each item or use 'item_cb' Funcref function to get the string.
@@ -4531,9 +4606,10 @@ fuzzy_item_compare(const void *s1, const void *s2)
  * matches for each item.
  */
     static void
-match_fuzzy(
+fuzzy_match_in_list(
 	list_T		*items,
 	char_u		*str,
+	int		matchseq,
 	char_u		*key,
 	callback_T	*item_cb,
 	int		retmatchpos,
@@ -4561,6 +4637,7 @@ match_fuzzy(
 	char_u		*itemstr;
 	typval_T	rettv;
 
+	ptrs[i].idx = i;
 	ptrs[i].item = li;
 	ptrs[i].score = SCORE_NONE;
 	itemstr = NULL;
@@ -4593,25 +4670,34 @@ match_fuzzy(
 	}
 
 	if (itemstr != NULL
-		&& fuzzy_match(itemstr, str, &score, matches,
+		&& fuzzy_match(itemstr, str, matchseq, &score, matches,
 		    sizeof(matches) / sizeof(matches[0])))
 	{
 	    // Copy the list of matching positions in itemstr to a list, if
 	    // 'retmatchpos' is set.
 	    if (retmatchpos)
 	    {
-		int	j;
+		int	j = 0;
-		int	strsz;
+		char_u	*p;
 
 		ptrs[i].lmatchpos = list_alloc();
 		if (ptrs[i].lmatchpos == NULL)
 		    goto done;
-		strsz = MB_CHARLEN(str);
+
-		for (j = 0; j < strsz; j++)
+		p = str;
+		while (*p != NUL)
+		{
+		    if (!VIM_ISWHITE(PTR2CHAR(p)))
 		    {
 			if (list_append_number(ptrs[i].lmatchpos,
 				    matches[j]) == FAIL)
 			    goto done;
+			j++;
+		    }
+		    if (has_mbyte)
+			MB_PTR_ADV(p);
+		    else
+			++p;
 		}
 	    }
 	    ptrs[i].score = score;
@@ -4627,7 +4713,7 @@ match_fuzzy(
 
 	// Sort the list by the descending order of the match score
 	qsort((void *)ptrs, (size_t)len, sizeof(fuzzyItem_T),
-		fuzzy_item_compare);
+		fuzzy_match_item_compare);
 
 	// For matchfuzzy(), return a list of matched strings.
 	//	    ['str1', 'str2', 'str3']
@@ -4687,6 +4773,7 @@ do_fuzzymatch(typval_T *argvars, typval_T *rettv, int retmatchpos)
     callback_T	cb;
     char_u	*key = NULL;
     int		ret;
+    int		matchseq = FALSE;
 
     CLEAR_POINTER(&cb);
 
@@ -4737,6 +4824,8 @@ do_fuzzymatch(typval_T *argvars, typval_T *rettv, int retmatchpos)
 		return;
 	    }
 	}
+	if ((di = dict_find(d, (char_u *)"matchseq", -1)) != NULL)
+	    matchseq = TRUE;
     }
 
     // get the fuzzy matches
@@ -4762,8 +4851,8 @@ do_fuzzymatch(typval_T *argvars, typval_T *rettv, int retmatchpos)
 	    goto done;
     }
 
-    match_fuzzy(argvars[0].vval.v_list, tv_get_string(&argvars[1]), key,
+    fuzzy_match_in_list(argvars[0].vval.v_list, tv_get_string(&argvars[1]),
-	    &cb, retmatchpos, rettv->vval.v_list);
+	    matchseq, key, &cb, retmatchpos, rettv->vval.v_list);
 
 done:
     free_callback(&cb);

src/testdir/test_matchfuzzy.vim

@@ -22,16 +22,15 @@ func Test_matchfuzzy()
   call assert_equal(['aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'], matchfuzzy(['aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'], 'aa'))
   call assert_equal(256, matchfuzzy([repeat('a', 256)], repeat('a', 256))[0]->len())
   call assert_equal([], matchfuzzy([repeat('a', 300)], repeat('a', 257)))
+  " matches with same score should not be reordered
+  let l = ['abc1', 'abc2', 'abc3']
+  call assert_equal(l, l->matchfuzzy('abc'))
 
   " Tests for match preferences
   " preference for camel case match
   call assert_equal(['oneTwo', 'onetwo'], ['onetwo', 'oneTwo']->matchfuzzy('onetwo'))
   " preference for match after a separator (_ or space)
-  if has("win32")
-    call assert_equal(['onetwo', 'one two', 'one_two'], ['onetwo', 'one_two', 'one two']->matchfuzzy('onetwo'))
-  else
   call assert_equal(['onetwo', 'one_two', 'one two'], ['onetwo', 'one_two', 'one two']->matchfuzzy('onetwo'))
-  endif
   " preference for leading letter match
   call assert_equal(['onetwo', 'xonetwo'], ['xonetwo', 'onetwo']->matchfuzzy('onetwo'))
   " preference for sequential match
@@ -42,6 +41,17 @@ func Test_matchfuzzy()
   call assert_equal(['one', 'onex', 'onexx'], ['onexx', 'one', 'onex']->matchfuzzy('one'))
   " prefer complete matches over separator matches
   call assert_equal(['.vim/vimrc', '.vim/vimrc_colors', '.vim/v_i_m_r_c'], ['.vim/vimrc', '.vim/vimrc_colors', '.vim/v_i_m_r_c']->matchfuzzy('vimrc'))
+  " gap penalty
+  call assert_equal(['xxayybxxxx', 'xxayyybxxx', 'xxayyyybxx'], ['xxayyyybxx', 'xxayyybxxx', 'xxayybxxxx']->matchfuzzy('ab'))
+
+  " match multiple words (separated by space)
+  call assert_equal(['foo bar baz'], ['foo bar baz', 'foo', 'foo bar', 'baz bar']->matchfuzzy('baz foo'))
+  call assert_equal([], ['foo bar baz', 'foo', 'foo bar', 'baz bar']->matchfuzzy('one two'))
+  call assert_equal([], ['foo bar']->matchfuzzy(" \t "))
+
+  " test for matching a sequence of words
+  call assert_equal(['bar foo'], ['foo bar', 'bar foo', 'foobar', 'barfoo']->matchfuzzy('bar foo', {'matchseq' : 1}))
+  call assert_equal([#{text: 'two one'}], [#{text: 'one two'}, #{text: 'two one'}]->matchfuzzy('two one', #{key: 'text', matchseq: v:true}))
 
   %bw!
   eval ['somebuf', 'anotherone', 'needle', 'yetanotherone']->map({_, v -> bufadd(v) + bufload(v)})
@@ -49,6 +59,7 @@ func Test_matchfuzzy()
   call assert_equal(1, len(l))
   call assert_match('needle', l[0])
 
+  " Test for fuzzy matching dicts
   let l = [{'id' : 5, 'val' : 'crayon'}, {'id' : 6, 'val' : 'camera'}]
   call assert_equal([{'id' : 6, 'val' : 'camera'}], matchfuzzy(l, 'cam', {'text_cb' : {v -> v.val}}))
   call assert_equal([{'id' : 6, 'val' : 'camera'}], matchfuzzy(l, 'cam', {'key' : 'val'}))
@@ -64,6 +75,9 @@ func Test_matchfuzzy()
   call assert_fails("let x = matchfuzzy(l, 'cam', test_null_dict())", 'E715:')
   call assert_fails("let x = matchfuzzy(l, 'foo', {'key' : test_null_string()})", 'E475:')
   call assert_fails("let x = matchfuzzy(l, 'foo', {'text_cb' : test_null_function()})", 'E475:')
+  " matches with same score should not be reordered
+  let l = [#{text: 'abc', id: 1}, #{text: 'abc', id: 2}, #{text: 'abc', id: 3}]
+  call assert_equal(l, l->matchfuzzy('abc', #{key: 'text'}))
 
   let l = [{'id' : 5, 'name' : 'foo'}, {'id' : 6, 'name' : []}, {'id' : 7}]
   call assert_fails("let x = matchfuzzy(l, 'foo', {'key' : 'name'})", 'E730:')
@@ -75,7 +89,7 @@ func Test_matchfuzzy()
   let &encoding = save_enc
 endfunc
 
-" Test for the fuzzymatchpos() function
+" Test for the matchfuzzypos() function
 func Test_matchfuzzypos()
   call assert_equal([['curl', 'world'], [[2,3], [2,3]]], matchfuzzypos(['world', 'curl'], 'rl'))
   call assert_equal([['curl', 'world'], [[2,3], [2,3]]], matchfuzzypos(['world', 'one', 'curl'], 'rl'))
@@ -83,6 +97,10 @@ func Test_matchfuzzypos()
         \ [[0, 1, 2, 3, 4], [0, 1, 2, 3, 4]]],
         \ matchfuzzypos(['hello world hello world', 'hello', 'world'], 'hello'))
   call assert_equal([['aaaaaaa'], [[0, 1, 2]]], matchfuzzypos(['aaaaaaa'], 'aaa'))
+  call assert_equal([['a  b'], [[0, 3]]], matchfuzzypos(['a  b'], 'a  b'))
+  call assert_equal([['a  b'], [[0, 3]]], matchfuzzypos(['a  b'], 'a    b'))
+  call assert_equal([['a  b'], [[0]]], matchfuzzypos(['a  b'], '  a  '))
+  call assert_equal([[], []], matchfuzzypos(['a  b'], '  '))
   call assert_equal([[], []], matchfuzzypos(['world', 'curl'], 'ab'))
   let x = matchfuzzypos([repeat('a', 256)], repeat('a', 256))
   call assert_equal(range(256), x[1][0])
@@ -104,6 +122,12 @@ func Test_matchfuzzypos()
   " best recursive match
   call assert_equal([['xoone'], [[2, 3, 4]]], matchfuzzypos(['xoone'], 'one'))
 
+  " match multiple words (separated by space)
+  call assert_equal([['foo bar baz'], [[8, 9, 10, 0, 1, 2]]], ['foo bar baz', 'foo', 'foo bar', 'baz bar']->matchfuzzypos('baz foo'))
+  call assert_equal([[], []], ['foo bar baz', 'foo', 'foo bar', 'baz bar']->matchfuzzypos('one two'))
+  call assert_equal([[], []], ['foo bar']->matchfuzzypos(" \t "))
+  call assert_equal([['grace'], [[1, 2, 3, 4, 2, 3, 4, 0, 1, 2, 3, 4]]], ['grace']->matchfuzzypos('race ace grace'))
+
   let l = [{'id' : 5, 'val' : 'crayon'}, {'id' : 6, 'val' : 'camera'}]
   call assert_equal([[{'id' : 6, 'val' : 'camera'}], [[0, 1, 2]]],
         \ matchfuzzypos(l, 'cam', {'text_cb' : {v -> v.val}}))
@@ -126,6 +150,7 @@ func Test_matchfuzzypos()
   call assert_fails("let x = matchfuzzypos(l, 'foo', {'key' : 'name'})", 'E730:')
 endfunc
 
+" Test for matchfuzzy() with multibyte characters
 func Test_matchfuzzy_mbyte()
   CheckFeature multi_lang
   call assert_equal(['ンヹㄇヺヴ'], matchfuzzy(['ンヹㄇヺヴ'], 'ヹヺ'))
@@ -136,19 +161,19 @@ func Test_matchfuzzy_mbyte()
   call assert_equal(['ππbbππ', 'πππbbbπππ', 'ππππbbbbππππ', 'πbπ'],
         \ matchfuzzy(['πbπ', 'ππbbππ', 'πππbbbπππ', 'ππππbbbbππππ'], 'ππ'))
 
+  " match multiple words (separated by space)
+  call assert_equal(['세 마리의 작은 돼지'], ['세 마리의 작은 돼지', '마리의', '마리의 작은', '작은 돼지']->matchfuzzy('돼지 마리의'))
+  call assert_equal([], ['세 마리의 작은 돼지', '마리의', '마리의 작은', '작은 돼지']->matchfuzzy('파란 하늘'))
+
   " preference for camel case match
   call assert_equal(['oneĄwo', 'oneąwo'],
         \ ['oneąwo', 'oneĄwo']->matchfuzzy('oneąwo'))
   " preference for complete match then match after separator (_ or space)
-  if has("win32")
-    " order is different between Windows and Unix :(
-    " It's important that the complete match is first
-    call assert_equal(['ⅠⅡabㄟㄠ', 'ⅠⅡa bㄟㄠ', 'ⅠⅡa_bㄟㄠ'],
-          \ ['ⅠⅡabㄟㄠ', 'ⅠⅡa_bㄟㄠ', 'ⅠⅡa bㄟㄠ']->matchfuzzy('ⅠⅡabㄟㄠ'))
-  else
   call assert_equal(['ⅠⅡabㄟㄠ'] + sort(['ⅠⅡa_bㄟㄠ', 'ⅠⅡa bㄟㄠ']),
           \ ['ⅠⅡabㄟㄠ', 'ⅠⅡa bㄟㄠ', 'ⅠⅡa_bㄟㄠ']->matchfuzzy('ⅠⅡabㄟㄠ'))
-  endif
+  " preference for match after a separator (_ or space)
+  call assert_equal(['ㄓㄔabㄟㄠ', 'ㄓㄔa_bㄟㄠ', 'ㄓㄔa bㄟㄠ'],
+        \ ['ㄓㄔa_bㄟㄠ', 'ㄓㄔa bㄟㄠ', 'ㄓㄔabㄟㄠ']->matchfuzzy('ㄓㄔabㄟㄠ'))
   " preference for leading letter match
   call assert_equal(['ŗŝţũŵż', 'xŗŝţũŵż'],
         \ ['xŗŝţũŵż', 'ŗŝţũŵż']->matchfuzzy('ŗŝţũŵż'))
@@ -163,6 +188,7 @@ func Test_matchfuzzy_mbyte()
         \ ['ŗŝţxx', 'ŗŝţ', 'ŗŝţx']->matchfuzzy('ŗŝţ'))
 endfunc
 
+" Test for matchfuzzypos() with multibyte characters
 func Test_matchfuzzypos_mbyte()
   CheckFeature multi_lang
   call assert_equal([['こんにちは世界'], [[0, 1, 2, 3, 4]]],
@@ -183,9 +209,13 @@ func Test_matchfuzzypos_mbyte()
   call assert_equal(range(256), x[1][0])
   call assert_equal([[], []], matchfuzzypos([repeat('✓', 300)], repeat('✓', 257)))
 
+  " match multiple words (separated by space)
+  call assert_equal([['세 마리의 작은 돼지'], [[9, 10, 2, 3, 4]]], ['세 마리의 작은 돼지', '마리의', '마리의 작은', '작은 돼지']->matchfuzzypos('돼지 마리의'))
+  call assert_equal([[], []], ['세 마리의 작은 돼지', '마리의', '마리의 작은', '작은 돼지']->matchfuzzypos('파란 하늘'))
+
   " match in a long string
-  call assert_equal([[repeat('♪', 300) .. '✗✗✗'], [[300, 301, 302]]],
+  call assert_equal([[repeat('ぶ', 300) .. 'ẼẼẼ'], [[300, 301, 302]]],
-        \ matchfuzzypos([repeat('♪', 300) .. '✗✗✗'], '✗✗✗'))
+        \ matchfuzzypos([repeat('ぶ', 300) .. 'ẼẼẼ'], 'ẼẼẼ'))
   " preference for camel case match
   call assert_equal([['xѳѵҁxxѳѴҁ'], [[6, 7, 8]]], matchfuzzypos(['xѳѵҁxxѳѴҁ'], 'ѳѵҁ'))
   " preference for match after a separator (_ or space)

src/version.c

@@ -750,6 +750,8 @@ static char *(features[]) =
 
 static int included_patches[] =
 {   /* Add new patch number below this line */
+/**/
+    1893,
 /**/
     1892,
 /**/