21 lines
527 B
Python
Executable file
21 lines
527 B
Python
Executable file
#!/usr/bin/env python
|
|
from typing import List, Tuple
|
|
|
|
import tensorflow_text
|
|
|
|
import segmenter_lib
|
|
|
|
|
|
class ZhTokenizer():
|
|
_MODEL_HANDLE = "https://tfhub.dev/google/zh_segmentation/1"
|
|
|
|
def __init__(self) -> None:
|
|
self._tokenizer = tensorflow_text.HubModuleTokenizer(self._MODEL_HANDLE)
|
|
|
|
def __call__(self, text: bytes) -> Tuple[List[int], List[int]]:
|
|
_tokens, starts, ends = self._tokenizer.tokenize_with_offsets(text)
|
|
return starts.numpy(), ends.numpy()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
segmenter_lib.Main(ZhTokenizer())
|