spaCy/spacy/lang/ca/syntax_iterators.py

from ...symbols import NOUN, PROPN
from ...errors import Errors


def noun_chunks(doclike):
    """Detect base noun phrases from a dependency parse. Works on Doc and Span."""
    # fmt: off
    labels = ["nsubj", "nsubj:pass", "obj", "obl", "iobj", "ROOT", "appos", "nmod", "nmod:poss"]
    # fmt: on
    doc = doclike.doc  # Ensure works on both Doc and Span.
    if not doc.has_annotation("DEP"):
        raise ValueError(Errors.E029)
    np_deps = [doc.vocab.strings[label] for label in labels]
    np_label = doc.vocab.strings.add("NP")
    prev_end = -1
    for i, word in enumerate(doclike):
        if word.pos not in (NOUN, PROPN):
            continue
        # Prevent nested chunks from being produced
        if word.left_edge.i <= prev_end:
            continue
        if word.dep in np_deps:
            left = word.left_edge.i
            right = word.right_edge.i + 1
            # leave prepositions and punctuation out of the left side of the chunk
            if word.left_edge.pos_ == "ADP" or word.left_edge.pos_ == "PUNCT":
                left = word.left_edge.i + 1
            prev_end = word.right_edge.i
            # leave subordinated clauses and appositions out of the chunk
            a = word.i + 1
            while a < word.right_edge.i:
                paraula = doc[a]
                if paraula.pos_ == "VERB":
                    right = paraula.left_edge.i
                    prev_end = paraula.left_edge.i - 1
                elif paraula.dep_ == "appos":
                    right = paraula.left_edge.i + 1
                    prev_end = paraula.left_edge.i - 1
                a += 1
            # leave punctuation out of the right side of the chunk
            if word.right_edge.pos_ == "PUNCT":
                right = right - 1
            yield left, right, np_label


SYNTAX_ITERATORS = {"noun_chunks": noun_chunks}