# cython: profile=False import re from itertools import chain from typing import List, Tuple from ..errors import Errors def get_alignments(A: List[str], B: List[str]) -> Tuple[List[List[int]], List[List[int]]]: # Create character-to-token mappings char_to_token_a = tuple(chain(*((i,) * len(x.lower()) for i, x in enumerate(A)))) char_to_token_b = tuple(chain(*((i,) * len(x.lower()) for i, x in enumerate(B)))) str_a = "".join(A).lower() str_b = "".join(B).lower() cdef int len_str_a = len(str_a) cdef int len_str_b = len(str_b) # Check that the two texts only differ in whitespace and capitalization if re.sub(r"\s+", "", str_a) != re.sub(r"\s+", "", str_b) or \ len_str_a != len(char_to_token_a) or \ len_str_b != len(char_to_token_b): raise ValueError(Errors.E949.format(x=str(A[:10]), y=str(B[:10]))) cdef int char_idx_a = 0 cdef int char_idx_b = 0 cdef int token_idx_a = 0 cdef int token_idx_b = 0 cdef int prev_token_idx_a = -1 cdef int prev_token_idx_b = -1 a2b = [] b2a = [] while char_idx_a < len_str_a and char_idx_b < len_str_b: # Find the current token position from the character position token_idx_a = char_to_token_a[char_idx_a] token_idx_b = char_to_token_b[char_idx_b] # Add a set for the next token if a token boundary has been crossed if prev_token_idx_a != token_idx_a: a2b.append(set()) if prev_token_idx_b != token_idx_b: b2a.append(set()) # Process the alignment at the current position if A[token_idx_a] == B[token_idx_b] and \ ( char_idx_a == 0 or char_to_token_a[char_idx_a - 1] < token_idx_a ) and \ ( char_idx_b == 0 or char_to_token_b[char_idx_b - 1] < token_idx_b ): # Current tokens are identical and both character offsets are the # start of a token (either at the beginning of the document or the # previous character belongs to a different token) a2b[-1].add(token_idx_b) b2a[-1].add(token_idx_a) char_idx_a += len(A[token_idx_a]) char_idx_b += len(B[token_idx_b]) elif str_a[char_idx_a] == str_b[char_idx_b]: # Current chars are identical a2b[-1].add(token_idx_b) b2a[-1].add(token_idx_a) char_idx_a += 1 char_idx_b += 1 elif str_a[char_idx_a].isspace(): # Skip unaligned whitespace char in A char_idx_a += 1 elif str_b[char_idx_b].isspace(): # Skip unaligned whitespace char in B char_idx_b += 1 else: # This should never happen raise ValueError(Errors.E949.format(x=str(A[:10]), y=str(B[:10]))) prev_token_idx_a = token_idx_a prev_token_idx_b = token_idx_b # Process unaligned trailing whitespace a2b.extend([set()] * len(set(char_to_token_a[char_idx_a:]))) b2a.extend([set()] * len(set(char_to_token_b[char_idx_b:]))) # Return values as sorted lists per token position return [sorted(x) for x in a2b], [sorted(x) for x in b2a]