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Skip duplicate spans in Doc.retokenize (#4339)
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@ -414,3 +414,14 @@ def test_doc_retokenizer_merge_lex_attrs(en_vocab):
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assert doc[1].is_stop
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assert not doc[0].is_stop
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assert not doc[1].like_num
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def test_retokenize_skip_duplicates(en_vocab):
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"""Test that the retokenizer automatically skips duplicate spans instead
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of complaining about overlaps. See #3687."""
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doc = Doc(en_vocab, words=["hello", "world", "!"])
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with doc.retokenize() as retokenizer:
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retokenizer.merge(doc[0:2])
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retokenizer.merge(doc[0:2])
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assert len(doc) == 2
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assert doc[0].text == "hello world"
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@ -35,12 +35,14 @@ cdef class Retokenizer:
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cdef list merges
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cdef list splits
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cdef set tokens_to_merge
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cdef list _spans_to_merge
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def __init__(self, doc):
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self.doc = doc
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self.merges = []
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self.splits = []
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self.tokens_to_merge = set()
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self._spans_to_merge = [] # keep a record to filter out duplicates
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def merge(self, Span span, attrs=SimpleFrozenDict()):
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"""Mark a span for merging. The attrs will be applied to the resulting
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@ -51,10 +53,13 @@ cdef class Retokenizer:
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DOCS: https://spacy.io/api/doc#retokenizer.merge
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"""
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if (span.start, span.end) in self._spans_to_merge:
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return
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for token in span:
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if token.i in self.tokens_to_merge:
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raise ValueError(Errors.E102.format(token=repr(token)))
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self.tokens_to_merge.add(token.i)
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self._spans_to_merge.append((span.start, span.end))
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if "_" in attrs: # Extension attributes
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extensions = attrs["_"]
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_validate_extensions(extensions)
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