class Entity(object): def __init__(self, _id, _text, _mask, _interactive, _type, _start_idx, _end_idx, _image=None): self.id = _id self.text = _text self.mask = _mask self.interactive = _interactive self.type = _type self.start_idx = _start_idx self.end_idx = _end_idx self.image = _image def split_by_ordered_substrings(sentence, substrings): results = [] substring_indices = [] start_index = 0 for i, substring in enumerate(substrings): # Find the start of the substring in the remaining part of the sentence index = sentence[start_index:].find(substring) if index == -1: continue # Append any text before the substring to the results, including spaces if index > 0: results.append(sentence[start_index:start_index+index]) substring_indices.append(None) # No match in the `substrings` list for this segment # Append the substring to the results results.append(substring) substring_indices.append(i) # Append the index from the `substrings` list start_index += index + len(substring) # If there's any remaining part of the sentence after all substrings, append it to the results if start_index < len(sentence): results.append(sentence[start_index:]) substring_indices.append(None) # No match in the `substrings` list for this segment return results, substring_indices