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Fix behaviour of Matcher's ? quantifier for v2.1 (#3105)
* Add failing test for matcher bug #3009 * Deduplicate matches from Matcher * Update matcher ? quantifier test * Fix bug with ? quantifier in Matcher The ? quantifier indicates a token may occur zero or one times. If the token pattern fit, the matcher would fail to consider valid matches where the token pattern did not fit. Consider a simple regex like: .?b If we have the string 'b', the .? part will fit --- but then the 'b' in the pattern will not fit, leaving us with no match. The same bug left us with too few matches in some cases. For instance, consider: .?.? If we have a string of length two, like 'ab', we actually have three possible matches here: [a, b, ab]. We were only recovering 'ab'. This should now be fixed. Note that the fix also uncovered another bug, where we weren't deduplicating the matches. There are actually two ways we might match 'a' and two ways we might match 'b': as the second token of the pattern, or as the first token of the pattern. This ambiguity is spurious, so we need to deduplicate. Closes #2464 and #3009 * Fix Python2
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@ -39,6 +39,7 @@ cdef enum action_t:
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ADVANCE = 0100
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ADVANCE = 0100
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RETRY = 0010
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RETRY = 0010
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RETRY_EXTEND = 0011
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RETRY_EXTEND = 0011
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RETRY_ADVANCE = 0110
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MATCH_EXTEND = 1001
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MATCH_EXTEND = 1001
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MATCH_REJECT = 2000
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MATCH_REJECT = 2000
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@ -89,8 +90,21 @@ cdef find_matches(TokenPatternC** patterns, int n, Doc doc):
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transition_states(states, matches, &doc.c[i], extra_attrs[i])
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transition_states(states, matches, &doc.c[i], extra_attrs[i])
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# Handle matches that end in 0-width patterns
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# Handle matches that end in 0-width patterns
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finish_states(matches, states)
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finish_states(matches, states)
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return [(matches[i].pattern_id, matches[i].start, matches[i].start+matches[i].length)
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output = []
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for i in range(matches.size())]
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seen = set()
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for i in range(matches.size()):
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match = (
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matches[i].pattern_id,
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matches[i].start,
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matches[i].start+matches[i].length
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)
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# We need to deduplicate, because we could otherwise arrive at the same
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# match through two paths, e.g. .?.? matching 'a'. Are we matching the
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# first .?, or the second .? -- it doesn't matter, it's just one match.
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if match not in seen:
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output.append(match)
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seen.add(match)
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return output
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cdef attr_t get_ent_id(const TokenPatternC* pattern) nogil:
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cdef attr_t get_ent_id(const TokenPatternC* pattern) nogil:
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@ -114,11 +128,17 @@ cdef void transition_states(vector[PatternStateC]& states, vector[MatchC]& match
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continue
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continue
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state = states[i]
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state = states[i]
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states[q] = state
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states[q] = state
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while action in (RETRY, RETRY_EXTEND):
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while action in (RETRY, RETRY_ADVANCE, RETRY_EXTEND):
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if action == RETRY_EXTEND:
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if action == RETRY_EXTEND:
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# This handles the 'extend'
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new_states.push_back(
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new_states.push_back(
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PatternStateC(pattern=state.pattern, start=state.start,
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PatternStateC(pattern=state.pattern, start=state.start,
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length=state.length+1))
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length=state.length+1))
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if action == RETRY_ADVANCE:
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# This handles the 'advance'
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new_states.push_back(
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PatternStateC(pattern=state.pattern+1, start=state.start,
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length=state.length+1))
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states[q].pattern += 1
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states[q].pattern += 1
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action = get_action(states[q], token, extra_attrs)
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action = get_action(states[q], token, extra_attrs)
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if action == REJECT:
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if action == REJECT:
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@ -209,7 +229,7 @@ cdef action_t get_action(PatternStateC state, const TokenC* token, const attr_t*
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No, non-final:
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No, non-final:
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0010
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0010
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Possible combinations: 1000, 0100, 0000, 1001, 0011, 0010,
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Possible combinations: 1000, 0100, 0000, 1001, 0110, 0011, 0010,
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We'll name the bits "match", "advance", "retry", "extend"
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We'll name the bits "match", "advance", "retry", "extend"
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REJECT = 0000
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REJECT = 0000
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@ -217,6 +237,7 @@ cdef action_t get_action(PatternStateC state, const TokenC* token, const attr_t*
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ADVANCE = 0100
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ADVANCE = 0100
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RETRY = 0010
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RETRY = 0010
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MATCH_EXTEND = 1001
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MATCH_EXTEND = 1001
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RETRY_ADVANCE = 0110
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RETRY_EXTEND = 0011
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RETRY_EXTEND = 0011
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MATCH_REJECT = 2000 # Match, but don't include last token
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MATCH_REJECT = 2000 # Match, but don't include last token
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@ -259,8 +280,11 @@ cdef action_t get_action(PatternStateC state, const TokenC* token, const attr_t*
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# Yes, final: 1000
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# Yes, final: 1000
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return MATCH
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return MATCH
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elif is_match and not is_final:
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elif is_match and not is_final:
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# Yes, non-final: 0100
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# Yes, non-final: 0110
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return ADVANCE
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# We need both branches here, consider a pair like:
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# pattern: .?b string: b
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# If we 'ADVANCE' on the .?, we miss the match.
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return RETRY_ADVANCE
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elif not is_match and is_final:
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elif not is_match and is_final:
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# No, final 2000 (note: Don't include last token!)
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# No, final 2000 (note: Don't include last token!)
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return MATCH_REJECT
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return MATCH_REJECT
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66
spacy/tests/regression/test_issue3009.py
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66
spacy/tests/regression/test_issue3009.py
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@ -0,0 +1,66 @@
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# coding: utf-8
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from __future__ import unicode_literals
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import pytest
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from spacy.matcher import Matcher
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from spacy.tokens import Doc
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PATTERNS = [
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("1", [[{"LEMMA": "have"}, {"LOWER": "to"}, {"LOWER": "do"}, {"POS": "ADP"}]]),
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(
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"2",
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[
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[
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{"LEMMA": "have"},
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{"IS_ASCII": True, "IS_PUNCT": False, "OP": "*"},
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{"LOWER": "to"},
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{"LOWER": "do"},
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{"POS": "ADP"},
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]
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],
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),
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(
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"3",
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[
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[
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{"LEMMA": "have"},
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{"IS_ASCII": True, "IS_PUNCT": False, "OP": "?"},
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{"LOWER": "to"},
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{"LOWER": "do"},
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{"POS": "ADP"},
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]
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],
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),
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]
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@pytest.fixture
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def doc(en_tokenizer):
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doc = en_tokenizer("also has to do with")
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doc[0].tag_ = "RB"
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doc[1].tag_ = "VBZ"
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doc[2].tag_ = "TO"
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doc[3].tag_ = "VB"
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doc[4].tag_ = "IN"
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return doc
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@pytest.fixture
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def matcher(en_tokenizer):
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return Matcher(en_tokenizer.vocab)
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@pytest.mark.parametrize("pattern", PATTERNS)
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def test_issue3009(doc, matcher, pattern):
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"""Test problem with matcher quantifiers"""
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matcher.add(pattern[0], None, *pattern[1])
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matches = matcher(doc)
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assert matches
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def test_issue2464(matcher):
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"""Test problem with successive ?. This is the same bug, so putting it here."""
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doc = Doc(matcher.vocab, words=['a', 'b'])
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matcher.add('4', None, [{'OP': '?'}, {'OP': '?'}])
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matches = matcher(doc)
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assert len(matches) == 3
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