Update translator of OP doc building. (#554)

* * use translator from alibaba to translate the doc, which is faster and more stable

* * update all beta to stable

* Typo Fix

* Typo Fix

* * fix typo

---------

Co-authored-by: Daoyuan Chen <67475544+yxdyc@users.noreply.github.com>

Author: HYLcool

.pre-commit-config.yaml

@@ -41,7 +41,7 @@ repos:
         language: python
         require_serial: true
         additional_dependencies:
-          - googletrans==4.0.2
+          - translators==5.9.3
 
 exclude: |
   (?x)^(

.pre-commit-hooks/build_op_doc.py

@@ -1,11 +1,10 @@
 import ast
-import asyncio
 import json
 import os
 import re
 from typing import Any, List
 
-from googletrans import Translator
+import translators as ts
 
 DOC_PATH = 'docs/Operators.md'
 
@@ -152,7 +151,7 @@ def analyze_resource_tag(code):
 def analyze_model_tags(code):
     """
     Analyze the model tag for the given code content string. SHOULD be one of
-    the "Modal Tags" in `tagging_mappings.json`. It makes the choice by finding
+    the "Model Tags" in `tagging_mappings.json`. It makes the choice by finding
     the `model_type` arg in `prepare_model` method invocation.
     """
     pattern = r'model_type=[\'|\"](.*?)[\'|\"]'
@@ -431,20 +430,16 @@ def generate_op_table_section(op_type, op_record_list):
     return '\n\n'.join(doc)
 
 
-async def translate_text(text, dest='zh'):
-    async with Translator() as translator:
-        res = await translator.translate(text, src='en', dest=dest)
-        return res
-
-
 def get_op_desc_in_en_zh_batched(descs):
-    zhs = asyncio.run(translate_text(descs, dest='zh'))
-    return [desc + ' ' + zh.text for desc, zh in zip(descs, zhs)]
-
-
-def get_op_desc_in_en_zh(desc):
-    zh = asyncio.run(translate_text(desc, dest='zh')).text
-    return desc + ' ' + zh
+    separator = '\n'
+    batch = separator.join(descs)
+    res = ts.translate_text(batch,
+                            translator='alibaba',
+                            from_language='en',
+                            to_language='zh')
+    zhs = res.split(separator)
+    assert len(zhs) == len(descs)
+    return [desc + ' ' + zh.strip() for desc, zh in zip(descs, zhs)]
 
 
 def parse_op_record_from_current_doc():

.pre-commit-hooks/tag_mappings.json

@@ -45,7 +45,7 @@
       "desc": "stable version OP. Based on the beta version, OP optimizations related to DJ (e.g. model management, batched processing, OP fusion, ...) are added to this OP. 表示 stable 版本算子。基于 beta 版本，完善了DJ相关的算子优化项（如模型管理，批处理，算子融合等）。"
     }
   },
-  "Modal Tags": {
+  "Model Tags": {
     "api": {
       "icon": "🔗API",
       "desc": "equipped with API-based models. (e.g. ChatGPT, GPT-4o). 支持基于 API 调用模型（如 ChatGPT，GPT-4o）。"