# coding: utf8 # cython: infer_types=True # cython: bounds_check=False # cython: profile=True from __future__ import unicode_literals from libc.string cimport memcpy, memset from .doc cimport Doc, set_children_from_heads, token_by_start, token_by_end from .span cimport Span from .token cimport Token from ..lexeme cimport Lexeme, EMPTY_LEXEME from ..structs cimport LexemeC, TokenC from ..attrs cimport * cdef class Retokenizer: '''Helper class for doc.retokenize() context manager.''' cdef Doc doc cdef list merges cdef list splits def __init__(self, doc): self.doc = doc self.merges = [] self.splits = [] def merge(self, Span span, attrs=None): '''Mark a span for merging. The attrs will be applied to the resulting token.''' self.merges.append((span.start_char, span.end_char, attrs)) def split(self, Token token, orths, attrs=None): '''Mark a Token for splitting, into the specified orths. The attrs will be applied to each subtoken.''' self.splits.append((token.start_char, orths, attrs)) def __enter__(self): self.merges = [] self.splits = [] return self def __exit__(self, *args): # Do the actual merging here for start_char, end_char, attrs in self.merges: start = token_by_start(self.doc.c, self.doc.length, start_char) end = token_by_end(self.doc.c, self.doc.length, end_char) _merge(self.doc, start, end+1, attrs) for start_char, orths, attrs in self.splits: raise NotImplementedError def _merge(Doc doc, int start, int end, attributes): """Retokenize the document, such that the span at `doc.text[start_idx : end_idx]` is merged into a single token. If `start_idx` and `end_idx `do not mark start and end token boundaries, the document remains unchanged. start_idx (int): Character index of the start of the slice to merge. end_idx (int): Character index after the end of the slice to merge. **attributes: Attributes to assign to the merged token. By default, attributes are inherited from the syntactic root of the span. RETURNS (Token): The newly merged token, or `None` if the start and end indices did not fall at token boundaries. """ cdef Span span = doc[start:end] cdef int start_char = span.start_char cdef int end_char = span.end_char # Get LexemeC for newly merged token new_orth = ''.join([t.text_with_ws for t in span]) if span[-1].whitespace_: new_orth = new_orth[:-len(span[-1].whitespace_)] cdef const LexemeC* lex = doc.vocab.get(doc.mem, new_orth) # House the new merged token where it starts cdef TokenC* token = &doc.c[start] token.spacy = doc.c[end-1].spacy for attr_name, attr_value in attributes.items(): if attr_name == TAG: doc.vocab.morphology.assign_tag(token, attr_value) else: Token.set_struct_attr(token, attr_name, attr_value) # Make sure ent_iob remains consistent if doc.c[end].ent_iob == 1 and token.ent_iob in (0, 2): if token.ent_type == doc.c[end].ent_type: token.ent_iob = 3 else: # If they're not the same entity type, let them be two entities doc.c[end].ent_iob = 3 # Begin by setting all the head indices to absolute token positions # This is easier to work with for now than the offsets # Before thinking of something simpler, beware the case where a # dependency bridges over the entity. Here the alignment of the # tokens changes. span_root = span.root.i token.dep = span.root.dep # We update token.lex after keeping span root and dep, since # setting token.lex will change span.start and span.end properties # as it modifies the character offsets in the doc token.lex = lex for i in range(doc.length): doc.c[i].head += i # Set the head of the merged token, and its dep relation, from the Span token.head = doc.c[span_root].head # Adjust deps before shrinking tokens # Tokens which point into the merged token should now point to it # Subtract the offset from all tokens which point to >= end offset = (end - start) - 1 for i in range(doc.length): head_idx = doc.c[i].head if start <= head_idx < end: doc.c[i].head = start elif head_idx >= end: doc.c[i].head -= offset # Now compress the token array for i in range(end, doc.length): doc.c[i - offset] = doc.c[i] for i in range(doc.length - offset, doc.length): memset(&doc.c[i], 0, sizeof(TokenC)) doc.c[i].lex = &EMPTY_LEXEME doc.length -= offset for i in range(doc.length): # ...And, set heads back to a relative position doc.c[i].head -= i # Set the left/right children, left/right edges set_children_from_heads(doc.c, doc.length) # Clear the cached Python objects # Return the merged Python object return doc[start]