Fix errors detected by Ruff (#3918)

### What problem does this PR solve?

Fix errors detected by Ruff

### Type of change

- [x] Refactoring

agent/canvas.py

@@ -133,7 +133,8 @@ class Canvas(ABC):
             "components": {}
         }
         for k in self.dsl.keys():
-            if k in ["components"]:continue
+            if k in ["components"]:
+                continue
             dsl[k] = deepcopy(self.dsl[k])
 
         for k, cpn in self.components.items():
@@ -158,7 +159,8 @@ class Canvas(ABC):
 
     def get_compnent_name(self, cid):
         for n in self.dsl["graph"]["nodes"]:
-            if cid == n["id"]: return n["data"]["name"]
+            if cid == n["id"]:
+                return n["data"]["name"]
         return ""
 
     def run(self, **kwargs):
@@ -173,7 +175,8 @@ class Canvas(ABC):
             if kwargs.get("stream"):
                 for an in ans():
                     yield an
-            else: yield ans
+            else:
+                yield ans
             return
 
         if not self.path:
@@ -188,7 +191,8 @@ class Canvas(ABC):
         def prepare2run(cpns):
             nonlocal ran, ans
             for c in cpns:
-                if self.path[-1] and c == self.path[-1][-1]: continue
+                if self.path[-1] and c == self.path[-1][-1]:
+                    continue
                 cpn = self.components[c]["obj"]
                 if cpn.component_name == "Answer":
                     self.answer.append(c)
@@ -197,7 +201,8 @@ class Canvas(ABC):
                     if c not in without_dependent_checking:
                         cpids = cpn.get_dependent_components()
                         if any([cc not in self.path[-1] for cc in cpids]):
-                            if c not in waiting: waiting.append(c)
+                            if c not in waiting:
+                                waiting.append(c)
                             continue
                     yield "*'{}'* is running...🕞".format(self.get_compnent_name(c))
                     ans = cpn.run(self.history, **kwargs)
@@ -211,10 +216,12 @@ class Canvas(ABC):
             logging.debug(f"Canvas.run: {ran} {self.path}")
             cpn_id = self.path[-1][ran]
             cpn = self.get_component(cpn_id)
-            if not cpn["downstream"]: break
+            if not cpn["downstream"]:
+                break
 
             loop = self._find_loop()
-            if loop: raise OverflowError(f"Too much loops: {loop}")
+            if loop:
+                raise OverflowError(f"Too much loops: {loop}")
 
             if cpn["obj"].component_name.lower() in ["switch", "categorize", "relevant"]:
                 switch_out = cpn["obj"].output()[1].iloc[0, 0]
@@ -283,19 +290,22 @@ class Canvas(ABC):
 
     def _find_loop(self, max_loops=6):
         path = self.path[-1][::-1]
-        if len(path) < 2: return False
+        if len(path) < 2:
+            return False
 
         for i in range(len(path)):
             if path[i].lower().find("answer") >= 0:
                 path = path[:i]
                 break
 
-        if len(path) < 2: return False
+        if len(path) < 2:
+            return False
 
-        for l in range(2, len(path) // 2):
-            pat = ",".join(path[0:l])
+        for loc in range(2, len(path) // 2):
+            pat = ",".join(path[0:loc])
             path_str = ",".join(path)
-            if len(pat) >= len(path_str): return False
+            if len(pat) >= len(path_str):
+                return False
             loop = max_loops
             while path_str.find(pat) == 0 and loop >= 0:
                 loop -= 1
@@ -303,7 +313,7 @@ class Canvas(ABC):
                     return False
                 path_str = path_str[len(pat)+1:]
             if loop < 0:
-                pat = " => ".join([p.split(":")[0] for p in path[0:l]])
+                pat = " => ".join([p.split(":")[0] for p in path[0:loc]])
                 return pat + " => " + pat
 
         return False

agent/component/__init__.py

@@ -39,3 +39,73 @@ def component_class(class_name):
     m = importlib.import_module("agent.component")
     c = getattr(m, class_name)
     return c
+
+__all__ = [
+    "Begin",
+    "BeginParam",
+    "Generate",
+    "GenerateParam",
+    "Retrieval",
+    "RetrievalParam",
+    "Answer",
+    "AnswerParam",
+    "Categorize",
+    "CategorizeParam",
+    "Switch",
+    "SwitchParam",
+    "Relevant",
+    "RelevantParam",
+    "Message",
+    "MessageParam",
+    "RewriteQuestion",
+    "RewriteQuestionParam",
+    "KeywordExtract",
+    "KeywordExtractParam",
+    "Concentrator",
+    "ConcentratorParam",
+    "Baidu",
+    "BaiduParam",
+    "DuckDuckGo",
+    "DuckDuckGoParam",
+    "Wikipedia",
+    "WikipediaParam",
+    "PubMed",
+    "PubMedParam",
+    "ArXiv",
+    "ArXivParam",
+    "Google",
+    "GoogleParam",
+    "Bing",
+    "BingParam",
+    "GoogleScholar",
+    "GoogleScholarParam",
+    "DeepL",
+    "DeepLParam",
+    "GitHub",
+    "GitHubParam",
+    "BaiduFanyi",
+    "BaiduFanyiParam",
+    "QWeather",
+    "QWeatherParam",
+    "ExeSQL",
+    "ExeSQLParam",
+    "YahooFinance",
+    "YahooFinanceParam",
+    "WenCai",
+    "WenCaiParam",
+    "Jin10",
+    "Jin10Param",
+    "TuShare",
+    "TuShareParam",
+    "AkShare",
+    "AkShareParam",
+    "Crawler",
+    "CrawlerParam",
+    "Invoke",
+    "InvokeParam",
+    "Template",
+    "TemplateParam",
+    "Email",
+    "EmailParam",
+    "component_class"
+]

agent/component/base.py

@@ -428,7 +428,8 @@ class ComponentBase(ABC):
     def output(self, allow_partial=True) -> Tuple[str, Union[pd.DataFrame, partial]]:
         o = getattr(self._param, self._param.output_var_name)
         if not isinstance(o, partial) and not isinstance(o, pd.DataFrame):
-            if not isinstance(o, list): o = [o]
+            if not isinstance(o, list):
+                o = [o]
             o = pd.DataFrame(o)
 
         if allow_partial or not isinstance(o, partial):
@@ -440,7 +441,8 @@ class ComponentBase(ABC):
         for oo in o():
             if not isinstance(oo, pd.DataFrame):
                 outs = pd.DataFrame(oo if isinstance(oo, list) else [oo])
-            else: outs = oo
+            else:
+                outs = oo
         return self._param.output_var_name, outs
 
     def reset(self):
@@ -482,13 +484,15 @@ class ComponentBase(ABC):
                     outs.append(pd.DataFrame([{"content": q["value"]}]))
             if outs:
                 df = pd.concat(outs, ignore_index=True)
-                if "content" in df: df = df.drop_duplicates(subset=['content']).reset_index(drop=True)
+                if "content" in df:
+                    df = df.drop_duplicates(subset=['content']).reset_index(drop=True)
                 return df
 
         upstream_outs = []
 
         for u in reversed_cpnts[::-1]:
-            if self.get_component_name(u) in ["switch", "concentrator"]: continue
+            if self.get_component_name(u) in ["switch", "concentrator"]:
+                continue
             if self.component_name.lower() == "generate" and self.get_component_name(u) == "retrieval":
                 o = self._canvas.get_component(u)["obj"].output(allow_partial=False)[1]
                 if o is not None:
@@ -532,7 +536,8 @@ class ComponentBase(ABC):
         reversed_cpnts.extend(self._canvas.path[-1])
 
         for u in reversed_cpnts[::-1]:
-            if self.get_component_name(u) in ["switch", "answer"]: continue
+            if self.get_component_name(u) in ["switch", "answer"]:
+                continue
             return self._canvas.get_component(u)["obj"].output()[1]
 
     @staticmethod

agent/component/categorize.py

@@ -34,15 +34,18 @@ class CategorizeParam(GenerateParam):
         super().check()
         self.check_empty(self.category_description, "[Categorize] Category examples")
         for k, v in self.category_description.items():
-            if not k: raise ValueError("[Categorize] Category name can not be empty!")
-            if not v.get("to"): raise ValueError(f"[Categorize] 'To' of category {k} can not be empty!")
+            if not k:
+                raise ValueError("[Categorize] Category name can not be empty!")
+            if not v.get("to"):
+                raise ValueError(f"[Categorize] 'To' of category {k} can not be empty!")
 
     def get_prompt(self):
         cate_lines = []
         for c, desc in self.category_description.items():
-            for l in desc.get("examples", "").split("\n"):
-                if not l: continue
-                cate_lines.append("Question: {}\tCategory: {}".format(l, c))
+            for line in desc.get("examples", "").split("\n"):
+                if not line:
+                    continue
+                cate_lines.append("Question: {}\tCategory: {}".format(line, c))
         descriptions = []
         for c, desc in self.category_description.items():
             if desc.get("description"):

agent/component/deepl.py

@@ -14,7 +14,6 @@
 #  limitations under the License.
 #
 from abc import ABC
-import re
 from agent.component.base import ComponentBase, ComponentParamBase
 import deepl
 

agent/component/exesql.py

@@ -46,8 +46,10 @@ class ExeSQLParam(ComponentParamBase):
         self.check_empty(self.password, "Database password")
         self.check_positive_integer(self.top_n, "Number of records")
         if self.database == "rag_flow":
-            if self.host == "ragflow-mysql": raise ValueError("The host is not accessible.")
-            if self.password == "infini_rag_flow": raise ValueError("The host is not accessible.")
+            if self.host == "ragflow-mysql":
+                raise ValueError("The host is not accessible.")
+            if self.password == "infini_rag_flow":
+                raise ValueError("The host is not accessible.")
 
 
 class ExeSQL(ComponentBase, ABC):

agent/component/generate.py

@@ -51,11 +51,16 @@ class GenerateParam(ComponentParamBase):
 
     def gen_conf(self):
         conf = {}
-        if self.max_tokens > 0: conf["max_tokens"] = self.max_tokens
-        if self.temperature > 0: conf["temperature"] = self.temperature
-        if self.top_p > 0: conf["top_p"] = self.top_p
-        if self.presence_penalty > 0: conf["presence_penalty"] = self.presence_penalty
-        if self.frequency_penalty > 0: conf["frequency_penalty"] = self.frequency_penalty
+        if self.max_tokens > 0:
+            conf["max_tokens"] = self.max_tokens
+        if self.temperature > 0:
+            conf["temperature"] = self.temperature
+        if self.top_p > 0:
+            conf["top_p"] = self.top_p
+        if self.presence_penalty > 0:
+            conf["presence_penalty"] = self.presence_penalty
+        if self.frequency_penalty > 0:
+            conf["frequency_penalty"] = self.frequency_penalty
         return conf
 
 
@@ -83,7 +88,8 @@ class Generate(ComponentBase):
         recall_docs = []
         for i in idx:
             did = retrieval_res.loc[int(i), "doc_id"]
-            if did in doc_ids: continue
+            if did in doc_ids:
+                continue
             doc_ids.add(did)
             recall_docs.append({"doc_id": did, "doc_name": retrieval_res.loc[int(i), "docnm_kwd"]})
 
@@ -108,7 +114,8 @@ class Generate(ComponentBase):
         retrieval_res = []
         self._param.inputs = []
         for para in self._param.parameters:
-            if not para.get("component_id"): continue
+            if not para.get("component_id"):
+                continue
             component_id = para["component_id"].split("@")[0]
             if para["component_id"].lower().find("@") >= 0:
                 cpn_id, key = para["component_id"].split("@")
@@ -142,7 +149,8 @@ class Generate(ComponentBase):
 
         if retrieval_res:
             retrieval_res = pd.concat(retrieval_res, ignore_index=True)
-        else: retrieval_res = pd.DataFrame([])
+        else:
+            retrieval_res = pd.DataFrame([])
 
         for n, v in kwargs.items():
             prompt = re.sub(r"\{%s\}" % re.escape(n), str(v).replace("\\", " "), prompt)
@@ -164,9 +172,11 @@ class Generate(ComponentBase):
             return pd.DataFrame([res])
 
         msg = self._canvas.get_history(self._param.message_history_window_size)
-        if len(msg) < 1: msg.append({"role": "user", "content": ""})
+        if len(msg) < 1:
+            msg.append({"role": "user", "content": ""})
         _, msg = message_fit_in([{"role": "system", "content": prompt}, *msg], int(chat_mdl.max_length * 0.97))
-        if len(msg) < 2: msg.append({"role": "user", "content": ""})
+        if len(msg) < 2:
+            msg.append({"role": "user", "content": ""})
         ans = chat_mdl.chat(msg[0]["content"], msg[1:], self._param.gen_conf())
 
         if self._param.cite and "content_ltks" in retrieval_res.columns and "vector" in retrieval_res.columns:
@@ -185,9 +195,11 @@ class Generate(ComponentBase):
             return
 
         msg = self._canvas.get_history(self._param.message_history_window_size)
-        if len(msg) < 1: msg.append({"role": "user", "content": ""})
+        if len(msg) < 1:
+            msg.append({"role": "user", "content": ""})
         _, msg = message_fit_in([{"role": "system", "content": prompt}, *msg], int(chat_mdl.max_length * 0.97))
-        if len(msg) < 2: msg.append({"role": "user", "content": ""})
+        if len(msg) < 2:
+            msg.append({"role": "user", "content": ""})
         answer = ""
         for ans in chat_mdl.chat_streamly(msg[0]["content"], msg[1:], self._param.gen_conf()):
             res = {"content": ans, "reference": []}

agent/component/rewrite.py

@@ -95,7 +95,8 @@ class RewriteQuestion(Generate, ABC):
         hist = self._canvas.get_history(4)
         conv = []
         for m in hist:
-            if m["role"] not in ["user", "assistant"]: continue
+            if m["role"] not in ["user", "assistant"]:
+                continue
             conv.append("{}: {}".format(m["role"].upper(), m["content"]))
         conv = "\n".join(conv)
 

agent/component/switch.py

@@ -41,7 +41,8 @@ class SwitchParam(ComponentParamBase):
     def check(self):
         self.check_empty(self.conditions, "[Switch] conditions")
         for cond in self.conditions:
-            if not cond["to"]: raise ValueError(f"[Switch] 'To' can not be empty!")
+            if not cond["to"]:
+                raise ValueError("[Switch] 'To' can not be empty!")
 
 
 class Switch(ComponentBase, ABC):
@@ -51,7 +52,8 @@ class Switch(ComponentBase, ABC):
         res = []
         for cond in self._param.conditions:
             for item in cond["items"]:
-                if not item["cpn_id"]: continue
+                if not item["cpn_id"]:
+                    continue
                 if item["cpn_id"].find("begin") >= 0:
                     continue
                 cid = item["cpn_id"].split("@")[0]
@@ -63,7 +65,8 @@ class Switch(ComponentBase, ABC):
         for cond in self._param.conditions:
             res = []
             for item in cond["items"]:
-                if not item["cpn_id"]:continue
+                if not item["cpn_id"]:
+                    continue
                 cid = item["cpn_id"].split("@")[0]
                 if item["cpn_id"].find("@") > 0:
                     cpn_id, key = item["cpn_id"].split("@")
@@ -107,22 +110,22 @@ class Switch(ComponentBase, ABC):
         elif operator == ">":
             try:
                 return True if float(input) > float(value) else False
-            except Exception as e:
+            except Exception:
                 return True if input > value else False
         elif operator == "<":
             try:
                 return True if float(input) < float(value) else False
-            except Exception as e:
+            except Exception:
                 return True if input < value else False
         elif operator == "≥":
             try:
                 return True if float(input) >= float(value) else False
-            except Exception as e:
+            except Exception:
                 return True if input >= value else False
         elif operator == "≤":
             try:
                 return True if float(input) <= float(value) else False
-            except Exception as e:
+            except Exception:
                 return True if input <= value else False
 
         raise ValueError('Not supported operator' + operator)

agent/component/template.py

@@ -47,7 +47,8 @@ class Template(ComponentBase):
 
         self._param.inputs = []
         for para in self._param.parameters:
-            if not para.get("component_id"): continue
+            if not para.get("component_id"):
+                continue
             component_id = para["component_id"].split("@")[0]
             if para["component_id"].lower().find("@") >= 0:
                 cpn_id, key = para["component_id"].split("@")

agent/test/client.py

@@ -43,6 +43,7 @@ if __name__ == '__main__':
         else:
             print(ans["content"])
 
-        if DEBUG: print(canvas.path)
+        if DEBUG:
+            print(canvas.path)
         question = input("\n==================== User =====================\n> ")
         canvas.add_user_input(question)

api/apps/api_app.py

@@ -142,7 +142,6 @@ def set_conversation():
     if not objs:
         return get_json_result(
             data=False, message='Token is not valid!"', code=settings.RetCode.AUTHENTICATION_ERROR)
-    req = request.json
     try:
         if objs[0].source == "agent":
             e, cvs = UserCanvasService.get_by_id(objs[0].dialog_id)
@@ -188,7 +187,8 @@ def completion():
     e, conv = API4ConversationService.get_by_id(req["conversation_id"])
     if not e:
         return get_data_error_result(message="Conversation not found!")
-    if "quote" not in req: req["quote"] = False
+    if "quote" not in req:
+        req["quote"] = False
 
     msg = []
     for m in req["messages"]:
@@ -197,7 +197,8 @@ def completion():
         if m["role"] == "assistant" and not msg:
             continue
         msg.append(m)
-    if not msg[-1].get("id"): msg[-1]["id"] = get_uuid()
+    if not msg[-1].get("id"):
+        msg[-1]["id"] = get_uuid()
     message_id = msg[-1]["id"]
 
     def fillin_conv(ans):
@@ -674,11 +675,13 @@ def completion_faq():
     e, conv = API4ConversationService.get_by_id(req["conversation_id"])
     if not e:
         return get_data_error_result(message="Conversation not found!")
-    if "quote" not in req: req["quote"] = True
+    if "quote" not in req:
+        req["quote"] = True
 
     msg = []
     msg.append({"role": "user", "content": req["word"]})
-    if not msg[-1].get("id"): msg[-1]["id"] = get_uuid()
+    if not msg[-1].get("id"):
+        msg[-1]["id"] = get_uuid()
     message_id = msg[-1]["id"]
 
     def fillin_conv(ans):

api/apps/canvas_app.py

@@ -13,10 +13,8 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
-import logging
 import json
 import traceback
-from functools import partial
 from flask import request, Response
 from flask_login import login_required, current_user
 from api.db.services.canvas_service import CanvasTemplateService, UserCanvasService
@@ -60,7 +58,8 @@ def rm():
 def save():
     req = request.json
     req["user_id"] = current_user.id
-    if not isinstance(req["dsl"], str): req["dsl"] = json.dumps(req["dsl"], ensure_ascii=False)
+    if not isinstance(req["dsl"], str):
+        req["dsl"] = json.dumps(req["dsl"], ensure_ascii=False)
 
     req["dsl"] = json.loads(req["dsl"])
     if "id" not in req:
@@ -153,7 +152,8 @@ def run():
         return resp
 
     for answer in canvas.run(stream=False):
-        if answer.get("running_status"): continue
+        if answer.get("running_status"):
+            continue
         final_ans["content"] = "\n".join(answer["content"]) if "content" in answer else ""
         canvas.messages.append({"role": "assistant", "content": final_ans["content"], "id": message_id})
         if final_ans.get("reference"):

api/apps/chunk_app.py

@@ -237,7 +237,8 @@ def create():
         e, kb = KnowledgebaseService.get_by_id(doc.kb_id)
         if not e:
             return get_data_error_result(message="Knowledgebase not found!")
-        if kb.pagerank: d["pagerank_fea"] = kb.pagerank
+        if kb.pagerank:
+            d["pagerank_fea"] = kb.pagerank
 
         embd_id = DocumentService.get_embd_id(req["doc_id"])
         embd_mdl = LLMBundle(tenant_id, LLMType.EMBEDDING.value, embd_id)

api/apps/conversation_app.py

@@ -281,10 +281,12 @@ def thumbup():
         if req["message_id"] == msg.get("id", "") and msg.get("role", "") == "assistant":
             if up_down:
                 msg["thumbup"] = True
-                if "feedback" in msg: del msg["feedback"]
+                if "feedback" in msg:
+                    del msg["feedback"]
             else:
                 msg["thumbup"] = False
-                if feedback: msg["feedback"] = feedback
+                if feedback:
+                    msg["feedback"] = feedback
             break
 
     ConversationService.update_by_id(conv["id"], conv)

api/apps/dialog_app.py

@@ -37,10 +37,12 @@ def set_dialog():
     top_n = req.get("top_n", 6)
     top_k = req.get("top_k", 1024)
     rerank_id = req.get("rerank_id", "")
-    if not rerank_id: req["rerank_id"] = ""
+    if not rerank_id:
+        req["rerank_id"] = ""
     similarity_threshold = req.get("similarity_threshold", 0.1)
     vector_similarity_weight = req.get("vector_similarity_weight", 0.3)
-    if vector_similarity_weight is None: vector_similarity_weight = 0.3
+    if vector_similarity_weight is None:
+        vector_similarity_weight = 0.3
     llm_setting = req.get("llm_setting", {})
     default_prompt = {
         "system": """你是一个智能助手，请总结知识库的内容来回答问题，请列举知识库中的数据详细回答。当所有知识库内容都与问题无关时，你的回答必须包括“知识库中未找到您要的答案！”这句话。回答需要考虑聊天历史。

api/apps/document_app.py

@@ -13,7 +13,6 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License
 #
-import json
 import os.path
 import pathlib
 import re
@@ -90,7 +89,8 @@ def web_crawl():
         raise LookupError("Can't find this knowledgebase!")
 
     blob = html2pdf(url)
-    if not blob: return server_error_response(ValueError("Download failure."))
+    if not blob:
+        return server_error_response(ValueError("Download failure."))
 
     root_folder = FileService.get_root_folder(current_user.id)
     pf_id = root_folder["id"]
@@ -290,7 +290,8 @@ def change_status():
 def rm():
     req = request.json
     doc_ids = req["doc_id"]
-    if isinstance(doc_ids, str): doc_ids = [doc_ids]
+    if isinstance(doc_ids, str):
+        doc_ids = [doc_ids]
 
     for doc_id in doc_ids:
         if not DocumentService.accessible4deletion(doc_id, current_user.id):

api/apps/llm_app.py

@@ -351,8 +351,10 @@ def list_app():
 
         llm_set = set([m["llm_name"] + "@" + m["fid"] for m in llms])
         for o in objs:
-            if not o.api_key: continue
-            if o.llm_name + "@" + o.llm_factory in llm_set: continue
+            if not o.api_key:
+                continue
+            if o.llm_name + "@" + o.llm_factory in llm_set:
+                continue
             llms.append({"llm_name": o.llm_name, "model_type": o.model_type, "fid": o.llm_factory, "available": True})
 
         res = {}

api/apps/sdk/agent.py

@@ -14,7 +14,7 @@
 #  limitations under the License.
 #
 
-from api.db.services.canvas_service import CanvasTemplateService, UserCanvasService
+from api.db.services.canvas_service import UserCanvasService
 from api.utils.api_utils import get_error_data_result, token_required
 from api.utils.api_utils import get_result
 from flask import request

api/apps/sdk/doc.py

@@ -41,7 +41,6 @@ from api.utils.api_utils import construct_json_result, get_parser_config
 from rag.nlp import search
 from rag.utils import rmSpace
 from rag.utils.storage_factory import STORAGE_IMPL
-import os
 
 MAXIMUM_OF_UPLOADING_FILES = 256
 
@@ -976,12 +975,12 @@ def add_chunk(tenant_id, dataset_id, document_id):
     if not req.get("content"):
         return get_error_data_result(message="`content` is required")
     if "important_keywords" in req:
-        if type(req["important_keywords"]) != list:
+        if not isinstance(req["important_keywords"], list):
             return get_error_data_result(
                 "`important_keywords` is required to be a list"
             )
     if "questions" in req:
-        if type(req["questions"]) != list:
+        if not isinstance(req["questions"], list):
             return get_error_data_result(
                 "`questions` is required to be a list"
             )

api/apps/sdk/session.py

@@ -143,8 +143,10 @@ def completion(tenant_id, chat_id):
     }
     conv.message.append(question)
     for m in conv.message:
-        if m["role"] == "system": continue
-        if m["role"] == "assistant" and not msg: continue
+        if m["role"] == "system":
+            continue
+        if m["role"] == "assistant" and not msg:
+            continue
         msg.append(m)
     message_id = msg[-1].get("id")
     e, dia = DialogService.get_by_id(conv.dialog_id)
@@ -267,7 +269,8 @@ def agent_completion(tenant_id, agent_id):
         if m["role"] == "assistant" and not msg:
             continue
         msg.append(m)
-    if not msg[-1].get("id"): msg[-1]["id"] = get_uuid()
+    if not msg[-1].get("id"):
+        msg[-1]["id"] = get_uuid()
     message_id = msg[-1]["id"]
 
     stream = req.get("stream", True)
@@ -361,7 +364,8 @@ def agent_completion(tenant_id, agent_id):
         return resp
 
     for answer in canvas.run(stream=False):
-        if answer.get("running_status"): continue
+        if answer.get("running_status"):
+            continue
         final_ans["content"] = "\n".join(answer["content"]) if "content" in answer else ""
         canvas.messages.append({"role": "assistant", "content": final_ans["content"], "id": message_id})
         if final_ans.get("reference"):

api/apps/user_app.py

@@ -330,7 +330,7 @@ def user_info_from_github(access_token):
         headers=headers,
     ).json()
     user_info["email"] = next(
-        (email for email in email_info if email["primary"] == True), None
+        (email for email in email_info if email["primary"]), None
     )["email"]
     return user_info
 

api/db/db_models.py

@@ -130,7 +130,7 @@ def is_continuous_field(cls: typing.Type) -> bool:
     for p in cls.__bases__:
         if p in CONTINUOUS_FIELD_TYPE:
             return True
-        elif p != Field and p != object:
+        elif p is not Field and p is not object:
             if is_continuous_field(p):
                 return True
     else:

api/db/init_data.py

@@ -170,7 +170,7 @@ def add_graph_templates():
             cnvs = json.load(open(os.path.join(dir, fnm), "r"))
             try:
                 CanvasTemplateService.save(**cnvs)
-            except:
+            except Exception:
                 CanvasTemplateService.update_by_id(cnvs["id"], cnvs)
         except Exception:
             logging.exception("Add graph templates error: ")

api/db/services/__init__.py

@@ -15,13 +15,14 @@
 #
 import pathlib
 import re
-from .user_service import UserService
+from .user_service import UserService as UserService
 
 
 def duplicate_name(query_func, **kwargs):
     fnm = kwargs["name"]
     objs = query_func(**kwargs)
-    if not objs: return fnm
+    if not objs:
+        return fnm
     ext = pathlib.Path(fnm).suffix #.jpg
     nm = re.sub(r"%s$"%ext, "", fnm)
     r = re.search(r"\(([0-9]+)\)$", nm)
@@ -31,8 +32,8 @@ def duplicate_name(query_func, **kwargs):
         nm = re.sub(r"\([0-9]+\)$", "", nm)
     c += 1
     nm = f"{nm}({c})"
-    if ext: nm += f"{ext}"
+    if ext:
+        nm += f"{ext}"
 
     kwargs["name"] = nm
     return duplicate_name(query_func, **kwargs)
-

api/db/services/api_service.py

@@ -64,7 +64,8 @@ class API4ConversationService(CommonService):
     @classmethod
     @DB.connection_context()
     def stats(cls, tenant_id, from_date, to_date, source=None):
-        if len(to_date) == 10: to_date += " 23:59:59"
+        if len(to_date) == 10:
+            to_date += " 23:59:59"
         return cls.model.select(
             cls.model.create_date.truncate("day").alias("dt"),
             peewee.fn.COUNT(

api/db/services/canvas_service.py

@@ -13,9 +13,7 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
-from datetime import datetime
-import peewee
-from api.db.db_models import DB, API4Conversation, APIToken, Dialog, CanvasTemplate, UserCanvas
+from api.db.db_models import DB, CanvasTemplate, UserCanvas
 from api.db.services.common_service import CommonService
 
 

api/db/services/common_service.py

@@ -115,7 +115,7 @@ class CommonService:
         try:
             obj = cls.model.query(id=pid)[0]
             return True, obj
-        except Exception as e:
+        except Exception:
             return False, None
 
     @classmethod

api/db/services/dialog_service.py

@@ -106,15 +106,15 @@ def message_fit_in(msg, max_length=4000):
         return c, msg
 
     ll = num_tokens_from_string(msg_[0]["content"])
-    l = num_tokens_from_string(msg_[-1]["content"])
-    if ll / (ll + l) > 0.8:
+    ll2 = num_tokens_from_string(msg_[-1]["content"])
+    if ll / (ll + ll2) > 0.8:
         m = msg_[0]["content"]
-        m = encoder.decode(encoder.encode(m)[:max_length - l])
+        m = encoder.decode(encoder.encode(m)[:max_length - ll2])
         msg[0]["content"] = m
         return max_length, msg
 
     m = msg_[1]["content"]
-    m = encoder.decode(encoder.encode(m)[:max_length - l])
+    m = encoder.decode(encoder.encode(m)[:max_length - ll2])
     msg[1]["content"] = m
     return max_length, msg
 
@@ -257,7 +257,8 @@ def chat(dialog, messages, stream=True, **kwargs):
             idx = set([kbinfos["chunks"][int(i)]["doc_id"] for i in idx])
             recall_docs = [
                 d for d in kbinfos["doc_aggs"] if d["doc_id"] in idx]
-            if not recall_docs: recall_docs = kbinfos["doc_aggs"]
+            if not recall_docs:
+                recall_docs = kbinfos["doc_aggs"]
             kbinfos["doc_aggs"] = recall_docs
 
             refs = deepcopy(kbinfos)
@@ -433,13 +434,15 @@ def relevant(tenant_id, llm_id, question, contents: list):
         Give a binary score 'yes' or 'no' score to indicate whether the document is relevant to the question.
         No other words needed except 'yes' or 'no'.
     """
-    if not contents:return False
+    if not contents:
+        return False
     contents = "Documents: \n" + "   - ".join(contents)
     contents = f"Question: {question}\n" + contents
     if num_tokens_from_string(contents) >= chat_mdl.max_length - 4:
         contents = encoder.decode(encoder.encode(contents)[:chat_mdl.max_length - 4])
     ans = chat_mdl.chat(prompt, [{"role": "user", "content": contents}], {"temperature": 0.01})
-    if ans.lower().find("yes") >= 0: return True
+    if ans.lower().find("yes") >= 0:
+        return True
     return False
 
 
@@ -481,8 +484,10 @@ Requirements:
     ]
     _, msg = message_fit_in(msg, chat_mdl.max_length)
     kwd = chat_mdl.chat(prompt, msg[1:], {"temperature": 0.2})
-    if isinstance(kwd, tuple): kwd = kwd[0]
-    if kwd.find("**ERROR**") >=0: return ""
+    if isinstance(kwd, tuple):
+        kwd = kwd[0]
+    if kwd.find("**ERROR**") >=0:
+        return ""
     return kwd
 
 
@@ -508,8 +513,10 @@ Requirements:
     ]
     _, msg = message_fit_in(msg, chat_mdl.max_length)
     kwd = chat_mdl.chat(prompt, msg[1:], {"temperature": 0.2})
-    if isinstance(kwd, tuple): kwd = kwd[0]
-    if kwd.find("**ERROR**") >= 0: return ""
+    if isinstance(kwd, tuple):
+        kwd = kwd[0]
+    if kwd.find("**ERROR**") >= 0:
+        return ""
     return kwd
 
 
@@ -520,7 +527,8 @@ def full_question(tenant_id, llm_id, messages):
         chat_mdl = LLMBundle(tenant_id, LLMType.CHAT, llm_id)
     conv = []
     for m in messages:
-        if m["role"] not in ["user", "assistant"]: continue
+        if m["role"] not in ["user", "assistant"]:
+            continue
         conv.append("{}: {}".format(m["role"].upper(), m["content"]))
     conv = "\n".join(conv)
     today = datetime.date.today().isoformat()
@@ -581,7 +589,8 @@ Output: What's the weather in Rochester on {tomorrow}?
 
 
 def tts(tts_mdl, text):
-    if not tts_mdl or not text: return
+    if not tts_mdl or not text:
+        return
     bin = b""
     for chunk in tts_mdl.tts(text):
         bin += chunk
@@ -641,7 +650,8 @@ def ask(question, kb_ids, tenant_id):
         idx = set([kbinfos["chunks"][int(i)]["doc_id"] for i in idx])
         recall_docs = [
             d for d in kbinfos["doc_aggs"] if d["doc_id"] in idx]
-        if not recall_docs: recall_docs = kbinfos["doc_aggs"]
+        if not recall_docs:
+            recall_docs = kbinfos["doc_aggs"]
         kbinfos["doc_aggs"] = recall_docs
         refs = deepcopy(kbinfos)
         for c in refs["chunks"]:

api/db/services/document_service.py

@@ -532,7 +532,8 @@ def doc_upload_and_parse(conversation_id, file_objs, user_id):
             try:
                 mind_map = json.dumps(mindmap([c["content_with_weight"] for c in docs if c["doc_id"] == doc_id]).output,
                                       ensure_ascii=False, indent=2)
-                if len(mind_map) < 32: raise Exception("Few content: " + mind_map)
+                if len(mind_map) < 32:
+                    raise Exception("Few content: " + mind_map)
                 cks.append({
                     "id": get_uuid(),
                     "doc_id": doc_id,

api/db/services/file2document_service.py

@@ -20,7 +20,7 @@ from api.db.db_models import DB
 from api.db.db_models import File, File2Document
 from api.db.services.common_service import CommonService
 from api.db.services.document_service import DocumentService
-from api.utils import current_timestamp, datetime_format, get_uuid
+from api.utils import current_timestamp, datetime_format
 
 
 class File2DocumentService(CommonService):
@@ -63,7 +63,7 @@ class File2DocumentService(CommonService):
     def update_by_file_id(cls, file_id, obj):
         obj["update_time"] = current_timestamp()
         obj["update_date"] = datetime_format(datetime.now())
-        num = cls.model.update(obj).where(cls.model.id == file_id).execute()
+        # num = cls.model.update(obj).where(cls.model.id == file_id).execute()
         e, obj = cls.get_by_id(cls.model.id)
         return obj
 

api/db/services/file_service.py

@@ -85,7 +85,8 @@ class FileService(CommonService):
                .join(Document, on=(File2Document.document_id == Document.id))
                .join(Knowledgebase, on=(Knowledgebase.id == Document.kb_id))
                .where(cls.model.id == file_id))
-        if not kbs: return []
+        if not kbs:
+            return []
         kbs_info_list = []
         for kb in list(kbs.dicts()):
             kbs_info_list.append({"kb_id": kb['id'], "kb_name": kb['name']})
@@ -304,7 +305,8 @@ class FileService(CommonService):
     @classmethod
     @DB.connection_context()
     def add_file_from_kb(cls, doc, kb_folder_id, tenant_id):
-        for _ in File2DocumentService.get_by_document_id(doc["id"]): return
+        for _ in File2DocumentService.get_by_document_id(doc["id"]):
+            return
         file = {
             "id": get_uuid(),
             "parent_id": kb_folder_id,

api/db/services/llm_service.py

@@ -107,7 +107,8 @@ class TenantLLMService(CommonService):
 
         model_config = cls.get_api_key(tenant_id, mdlnm)
         mdlnm, fid = TenantLLMService.split_model_name_and_factory(mdlnm)
-        if model_config: model_config = model_config.to_dict()
+        if model_config:
+            model_config = model_config.to_dict()
         if not model_config:
             if llm_type in [LLMType.EMBEDDING, LLMType.RERANK]:
                 llm = LLMService.query(llm_name=mdlnm) if not fid else LLMService.query(llm_name=mdlnm, fid=fid)

api/db/services/task_service.py

@@ -57,28 +57,33 @@ class TaskService(CommonService):
             Tenant.img2txt_id,
             Tenant.asr_id,
             Tenant.llm_id,
-            cls.model.update_time]
-        docs = cls.model.select(*fields) \
-            .join(Document, on=(cls.model.doc_id == Document.id)) \
-            .join(Knowledgebase, on=(Document.kb_id == Knowledgebase.id)) \
-            .join(Tenant, on=(Knowledgebase.tenant_id == Tenant.id)) \
+            cls.model.update_time,
+        ]
+        docs = (
+            cls.model.select(*fields)
+            .join(Document, on=(cls.model.doc_id == Document.id))
+            .join(Knowledgebase, on=(Document.kb_id == Knowledgebase.id))
+            .join(Tenant, on=(Knowledgebase.tenant_id == Tenant.id))
             .where(cls.model.id == task_id)
+        )
         docs = list(docs.dicts())
-        if not docs: return None
+        if not docs:
+            return None
 
         msg = "\nTask has been received."
-        prog = random.random() / 10.
+        prog = random.random() / 10.0
         if docs[0]["retry_count"] >= 3:
             msg = "\nERROR: Task is abandoned after 3 times attempts."
             prog = -1
 
-        cls.model.update(progress_msg=cls.model.progress_msg + msg,
-                         progress=prog,
-                         retry_count=docs[0]["retry_count"]+1
-                         ).where(
-            cls.model.id == docs[0]["id"]).execute()
+        cls.model.update(
+            progress_msg=cls.model.progress_msg + msg,
+            progress=prog,
+            retry_count=docs[0]["retry_count"] + 1,
+        ).where(cls.model.id == docs[0]["id"]).execute()
 
-        if docs[0]["retry_count"] >= 3: return None
+        if docs[0]["retry_count"] >= 3:
+            return None
 
         return docs[0]
 
@@ -86,21 +91,44 @@ class TaskService(CommonService):
     @DB.connection_context()
     def get_ongoing_doc_name(cls):
         with DB.lock("get_task", -1):
-            docs = cls.model.select(*[Document.id, Document.kb_id, Document.location, File.parent_id]) \
-                .join(Document, on=(cls.model.doc_id == Document.id)) \
-                .join(File2Document, on=(File2Document.document_id == Document.id), join_type=JOIN.LEFT_OUTER) \
-                .join(File, on=(File2Document.file_id == File.id), join_type=JOIN.LEFT_OUTER) \
+            docs = (
+                cls.model.select(
+                    *[Document.id, Document.kb_id, Document.location, File.parent_id]
+                )
+                .join(Document, on=(cls.model.doc_id == Document.id))
+                .join(
+                    File2Document,
+                    on=(File2Document.document_id == Document.id),
+                    join_type=JOIN.LEFT_OUTER,
+                )
+                .join(
+                    File,
+                    on=(File2Document.file_id == File.id),
+                    join_type=JOIN.LEFT_OUTER,
+                )
                 .where(
                     Document.status == StatusEnum.VALID.value,
                     Document.run == TaskStatus.RUNNING.value,
                     ~(Document.type == FileType.VIRTUAL.value),
                     cls.model.progress < 1,
-                    cls.model.create_time >= current_timestamp() - 1000 * 600
+                    cls.model.create_time >= current_timestamp() - 1000 * 600,
                 )
+            )
             docs = list(docs.dicts())
-            if not docs: return []
-
-            return list(set([(d["parent_id"] if d["parent_id"] else d["kb_id"], d["location"]) for d in docs]))
+            if not docs:
+                return []
+
+            return list(
+                set(
+                    [
+                        (
+                            d["parent_id"] if d["parent_id"] else d["kb_id"],
+                            d["location"],
+                        )
+                        for d in docs
+                    ]
+                )
+            )
 
     @classmethod
     @DB.connection_context()
@@ -118,28 +146,30 @@ class TaskService(CommonService):
     def update_progress(cls, id, info):
         if os.environ.get("MACOS"):
             if info["progress_msg"]:
-                cls.model.update(progress_msg=cls.model.progress_msg + "\n" + info["progress_msg"]).where(
-                    cls.model.id == id).execute()
+                cls.model.update(
+                    progress_msg=cls.model.progress_msg + "\n" + info["progress_msg"]
+                ).where(cls.model.id == id).execute()
             if "progress" in info:
                 cls.model.update(progress=info["progress"]).where(
-                    cls.model.id == id).execute()
+                    cls.model.id == id
+                ).execute()
             return
 
         with DB.lock("update_progress", -1):
             if info["progress_msg"]:
-                cls.model.update(progress_msg=cls.model.progress_msg + "\n" + info["progress_msg"]).where(
-                    cls.model.id == id).execute()
+                cls.model.update(
+                    progress_msg=cls.model.progress_msg + "\n" + info["progress_msg"]
+                ).where(cls.model.id == id).execute()
             if "progress" in info:
                 cls.model.update(progress=info["progress"]).where(
-                    cls.model.id == id).execute()
+                    cls.model.id == id
+                ).execute()
 
 
 def queue_tasks(doc: dict, bucket: str, name: str):
     def new_task():
-        return {
-            "id": get_uuid(),
-            "doc_id": doc["id"]
-        }
+        return {"id": get_uuid(), "doc_id": doc["id"]}
+
     tsks = []
 
     if doc["type"] == FileType.PDF.value:
@@ -150,8 +180,8 @@ def queue_tasks(doc: dict, bucket: str, name: str):
         if doc["parser_id"] == "paper":
             page_size = doc["parser_config"].get("task_page_size", 22)
         if doc["parser_id"] in ["one", "knowledge_graph"] or not do_layout:
-            page_size = 10 ** 9
-        page_ranges = doc["parser_config"].get("pages") or [(1, 10 ** 5)]
+            page_size = 10**9
+        page_ranges = doc["parser_config"].get("pages") or [(1, 10**5)]
         for s, e in page_ranges:
             s -= 1
             s = max(0, s)
@@ -177,4 +207,6 @@ def queue_tasks(doc: dict, bucket: str, name: str):
     DocumentService.begin2parse(doc["id"])
 
     for t in tsks:
-        assert REDIS_CONN.queue_product(SVR_QUEUE_NAME, message=t), "Can't access Redis. Please check the Redis' status."
+        assert REDIS_CONN.queue_product(
+            SVR_QUEUE_NAME, message=t
+        ), "Can't access Redis. Please check the Redis' status."

api/db/services/user_service.py

@@ -22,7 +22,7 @@ from api.db import UserTenantRole
 from api.db.db_models import DB, UserTenant
 from api.db.db_models import User, Tenant
 from api.db.services.common_service import CommonService
-from api.utils import get_uuid, get_format_time, current_timestamp, datetime_format
+from api.utils import get_uuid, current_timestamp, datetime_format
 from api.db import StatusEnum
 
 

api/ragflow_server.py

@@ -21,10 +21,7 @@
 import logging
 import os
 from api.utils.log_utils import initRootLogger
-LOG_LEVELS = os.environ.get("LOG_LEVELS", "")
-initRootLogger("ragflow_server", LOG_LEVELS)
 
-import os
 import signal
 import sys
 import time
@@ -44,6 +41,9 @@ from api.versions import get_ragflow_version
 from api.utils import show_configs
 from rag.settings import print_rag_settings
 
+LOG_LEVELS = os.environ.get("LOG_LEVELS", "")
+initRootLogger("ragflow_server", LOG_LEVELS)
+
 
 def update_progress():
     while True:

api/utils/api_utils.py

@@ -36,7 +36,6 @@ from werkzeug.http import HTTP_STATUS_CODES
 from api.db.db_models import APIToken
 from api import settings
 
-from api import settings
 from api.utils import CustomJSONEncoder, get_uuid
 from api.utils import json_dumps
 from api.constants import REQUEST_WAIT_SEC, REQUEST_MAX_WAIT_SEC

api/validation.py

@@ -45,5 +45,5 @@ try:
     pool = Pool(processes=1)
     thread = pool.apply_async(download_nltk_data)
     binary = thread.get(timeout=60)
-except Exception as e:
+except Exception:
     print('\x1b[6;37;41m WARNING \x1b[0m' + "Downloading NLTK data failure.", flush=True)

deepdoc/parser/__init__.py

@@ -18,4 +18,16 @@ from .ppt_parser import RAGFlowPptParser as PptParser
 from .html_parser import RAGFlowHtmlParser as HtmlParser
 from .json_parser import RAGFlowJsonParser as JsonParser
 from .markdown_parser import RAGFlowMarkdownParser as MarkdownParser
-from .txt_parser import RAGFlowTxtParser as TxtParser
+from .txt_parser import RAGFlowTxtParser as TxtParser
+
+__all__ = [
+    "PdfParser",
+    "PlainParser",
+    "DocxParser",
+    "ExcelParser",
+    "PptParser",
+    "HtmlParser",
+    "JsonParser",
+    "MarkdownParser",
+    "TxtParser",
+]

deepdoc/parser/excel_parser.py

@@ -29,7 +29,8 @@ class RAGFlowExcelParser:
         for sheetname in wb.sheetnames:
             ws = wb[sheetname]
             rows = list(ws.rows)
-            if not rows: continue
+            if not rows:
+                continue
 
             tb_rows_0 = "<tr>"
             for t in list(rows[0]):
@@ -40,7 +41,9 @@ class RAGFlowExcelParser:
                 tb = ""
                 tb += f"<table><caption>{sheetname}</caption>"
                 tb += tb_rows_0
-                for r in list(rows[1 + chunk_i * chunk_rows:1 + (chunk_i + 1) * chunk_rows]):
+                for r in list(
+                    rows[1 + chunk_i * chunk_rows : 1 + (chunk_i + 1) * chunk_rows]
+                ):
                     tb += "<tr>"
                     for i, c in enumerate(r):
                         if c.value is None:
@@ -62,20 +65,21 @@ class RAGFlowExcelParser:
         for sheetname in wb.sheetnames:
             ws = wb[sheetname]
             rows = list(ws.rows)
-            if not rows:continue
+            if not rows:
+                continue
             ti = list(rows[0])
             for r in list(rows[1:]):
-                l = []
+                fields = []
                 for i, c in enumerate(r):
                     if not c.value:
                         continue
                     t = str(ti[i].value) if i < len(ti) else ""
                     t += ("：" if t else "") + str(c.value)
-                    l.append(t)
-                l = "; ".join(l)
+                    fields.append(t)
+                line = "; ".join(fields)
                 if sheetname.lower().find("sheet") < 0:
-                    l += " ——" + sheetname
-                res.append(l)
+                    line += " ——" + sheetname
+                res.append(line)
         return res
 
     @staticmethod

deepdoc/parser/html_parser.py

@@ -36,7 +36,7 @@ class RAGFlowHtmlParser:
 
     @classmethod
     def parser_txt(cls, txt):
-        if type(txt) != str:
+        if not isinstance(txt, str):
             raise TypeError("txt type should be str!")
         html_doc = readability.Document(txt)
         title = html_doc.title()

deepdoc/parser/json_parser.py

@@ -22,7 +22,7 @@ class RAGFlowJsonParser:
         txt = binary.decode(encoding, errors="ignore")
         json_data = json.loads(txt)
         chunks = self.split_json(json_data, True)   
-        sections = [json.dumps(l, ensure_ascii=False) for l in chunks if l]
+        sections = [json.dumps(line, ensure_ascii=False) for line in chunks if line]
         return sections
 
     @staticmethod

deepdoc/parser/pdf_parser.py

@@ -752,7 +752,7 @@ class RAGFlowPdfParser:
                     "x1": np.max([b["x1"] for b in bxs]),
                     "bottom": np.max([b["bottom"] for b in bxs]) - ht
                 }
-                louts = [l for l in self.page_layout[pn] if l["type"] == ltype]
+                louts = [layout for layout in self.page_layout[pn] if layout["type"] == ltype]
                 ii = Recognizer.find_overlapped(b, louts, naive=True)
                 if ii is not None:
                     b = louts[ii]
@@ -763,7 +763,8 @@ class RAGFlowPdfParser:
                             "layoutno", "")))
 
                 left, top, right, bott = b["x0"], b["top"], b["x1"], b["bottom"]
-                if right < left: right = left + 1
+                if right < left:
+                    right = left + 1
                 poss.append((pn + self.page_from, left, right, top, bott))
                 return self.page_images[pn] \
                     .crop((left * ZM, top * ZM,
@@ -845,7 +846,8 @@ class RAGFlowPdfParser:
         top = bx["top"] - self.page_cum_height[pn[0] - 1]
         bott = bx["bottom"] - self.page_cum_height[pn[0] - 1]
         page_images_cnt = len(self.page_images)
-        if pn[-1] - 1 >= page_images_cnt: return ""
+        if pn[-1] - 1 >= page_images_cnt:
+            return ""
         while bott * ZM > self.page_images[pn[-1] - 1].size[1]:
             bott -= self.page_images[pn[-1] - 1].size[1] / ZM
             pn.append(pn[-1] + 1)
@@ -889,7 +891,6 @@ class RAGFlowPdfParser:
                 nonlocal mh, pw, lines, widths
                 lines.append(line)
                 widths.append(width(line))
-                width_mean = np.mean(widths)
                 mmj = self.proj_match(
                     line["text"]) or line.get(
                     "layout_type",
@@ -994,7 +995,7 @@ class RAGFlowPdfParser:
         else:
             self.is_english = False
 
-        st = timer()
+        # st = timer()
         for i, img in enumerate(self.page_images_x2):
             chars = self.page_chars[i] if not self.is_english else []
             self.mean_height.append(
@@ -1028,8 +1029,8 @@ class RAGFlowPdfParser:
 
         self.page_cum_height = np.cumsum(self.page_cum_height)
         assert len(self.page_cum_height) == len(self.page_images) + 1
-        if len(self.boxes) == 0 and zoomin < 9: self.__images__(fnm, zoomin * 3, page_from,
-                                                                page_to, callback)
+        if len(self.boxes) == 0 and zoomin < 9:
+            self.__images__(fnm, zoomin * 3, page_from, page_to, callback)
 
     def __call__(self, fnm, need_image=True, zoomin=3, return_html=False):
         self.__images__(fnm, zoomin)
@@ -1168,7 +1169,7 @@ class PlainParser(object):
         if not self.outlines:
             logging.warning("Miss outlines")
 
-        return [(l, "") for l in lines], []
+        return [(line, "") for line in lines], []
 
     def crop(self, ck, need_position):
         raise NotImplementedError

deepdoc/parser/resume/__init__.py

@@ -15,21 +15,42 @@ import datetime
 
 
 def refactor(cv):
-    for n in ["raw_txt", "parser_name", "inference", "ori_text", "use_time", "time_stat"]:
-        if n in cv and cv[n] is not None: del cv[n]
+    for n in [
+        "raw_txt",
+        "parser_name",
+        "inference",
+        "ori_text",
+        "use_time",
+        "time_stat",
+    ]:
+        if n in cv and cv[n] is not None:
+            del cv[n]
     cv["is_deleted"] = 0
-    if "basic" not in cv: cv["basic"] = {}
-    if cv["basic"].get("photo2"): del cv["basic"]["photo2"]
+    if "basic" not in cv:
+        cv["basic"] = {}
+    if cv["basic"].get("photo2"):
+        del cv["basic"]["photo2"]
 
-    for n in ["education", "work", "certificate", "project", "language", "skill", "training"]:
-        if n not in cv or cv[n] is None: continue
-        if type(cv[n]) == type({}): cv[n] = [v for _, v in cv[n].items()]
-        if type(cv[n]) != type([]):
+    for n in [
+        "education",
+        "work",
+        "certificate",
+        "project",
+        "language",
+        "skill",
+        "training",
+    ]:
+        if n not in cv or cv[n] is None:
+            continue
+        if isinstance(cv[n], dict):
+            cv[n] = [v for _, v in cv[n].items()]
+        if not isinstance(cv[n], list):
             del cv[n]
             continue
         vv = []
         for v in cv[n]:
-            if "external" in v and v["external"] is not None: del v["external"]
+            if "external" in v and v["external"] is not None:
+                del v["external"]
             vv.append(v)
         cv[n] = {str(i): vv[i] for i in range(len(vv))}
 
@@ -42,24 +63,44 @@ def refactor(cv):
             cv["basic"][t] = cv["basic"][n]
             del cv["basic"][n]
 
-    work = sorted([v for _, v in cv.get("work", {}).items()], key=lambda x: x.get("start_time", ""))
-    edu = sorted([v for _, v in cv.get("education", {}).items()], key=lambda x: x.get("start_time", ""))
+    work = sorted(
+        [v for _, v in cv.get("work", {}).items()],
+        key=lambda x: x.get("start_time", ""),
+    )
+    edu = sorted(
+        [v for _, v in cv.get("education", {}).items()],
+        key=lambda x: x.get("start_time", ""),
+    )
 
     if work:
         cv["basic"]["work_start_time"] = work[0].get("start_time", "")
-        cv["basic"]["management_experience"] = 'Y' if any(
-            [w.get("management_experience", '') == 'Y' for w in work]) else 'N'
+        cv["basic"]["management_experience"] = (
+            "Y"
+            if any([w.get("management_experience", "") == "Y" for w in work])
+            else "N"
+        )
         cv["basic"]["annual_salary"] = work[-1].get("annual_salary_from", "0")
 
-        for n in ["annual_salary_from", "annual_salary_to", "industry_name", "position_name", "responsibilities",
-                  "corporation_type", "scale", "corporation_name"]:
+        for n in [
+            "annual_salary_from",
+            "annual_salary_to",
+            "industry_name",
+            "position_name",
+            "responsibilities",
+            "corporation_type",
+            "scale",
+            "corporation_name",
+        ]:
             cv["basic"][n] = work[-1].get(n, "")
 
     if edu:
         for n in ["school_name", "discipline_name"]:
-            if n in edu[-1]: cv["basic"][n] = edu[-1][n]
+            if n in edu[-1]:
+                cv["basic"][n] = edu[-1][n]
 
     cv["basic"]["updated_at"] = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
-    if "contact" not in cv: cv["contact"] = {}
-    if not cv["contact"].get("name"): cv["contact"]["name"] = cv["basic"].get("name", "")
-    return cv
+    if "contact" not in cv:
+        cv["contact"] = {}
+    if not cv["contact"].get("name"):
+        cv["contact"]["name"] = cv["basic"].get("name", "")
+    return cv

deepdoc/parser/resume/entities/corporations.py

@@ -21,13 +21,18 @@ from . import regions
 
 
 current_file_path = os.path.dirname(os.path.abspath(__file__))
-GOODS = pd.read_csv(os.path.join(current_file_path, "res/corp_baike_len.csv"), sep="\t", header=0).fillna(0)
+GOODS = pd.read_csv(
+    os.path.join(current_file_path, "res/corp_baike_len.csv"), sep="\t", header=0
+).fillna(0)
 GOODS["cid"] = GOODS["cid"].astype(str)
 GOODS = GOODS.set_index(["cid"])
-CORP_TKS = json.load(open(os.path.join(current_file_path, "res/corp.tks.freq.json"), "r"))
+CORP_TKS = json.load(
+    open(os.path.join(current_file_path, "res/corp.tks.freq.json"), "r")
+)
 GOOD_CORP = json.load(open(os.path.join(current_file_path, "res/good_corp.json"), "r"))
 CORP_TAG = json.load(open(os.path.join(current_file_path, "res/corp_tag.json"), "r"))
 
+
 def baike(cid, default_v=0):
     global GOODS
     try:
@@ -39,27 +44,41 @@ def baike(cid, default_v=0):
 
 def corpNorm(nm, add_region=True):
     global CORP_TKS
-    if not nm or type(nm)!=type(""):return ""
+    if not nm or isinstance(nm, str):
+        return ""
     nm = rag_tokenizer.tradi2simp(rag_tokenizer.strQ2B(nm)).lower()
     nm = re.sub(r"&", "&", nm)
     nm = re.sub(r"[\(\)（）\+'\"\t \*\\【】-]+", " ", nm)
-    nm = re.sub(r"([—-]+.*| +co\..*|corp\..*| +inc\..*| +ltd.*)", "", nm, 10000, re.IGNORECASE)
-    nm = re.sub(r"(计算机|技术|(技术|科技|网络)*有限公司|公司|有限|研发中心|中国|总部)$", "", nm, 10000, re.IGNORECASE)
-    if not nm or (len(nm)<5 and not regions.isName(nm[0:2])):return nm
+    nm = re.sub(
+        r"([—-]+.*| +co\..*|corp\..*| +inc\..*| +ltd.*)", "", nm, 10000, re.IGNORECASE
+    )
+    nm = re.sub(
+        r"(计算机|技术|(技术|科技|网络)*有限公司|公司|有限|研发中心|中国|总部)$",
+        "",
+        nm,
+        10000,
+        re.IGNORECASE,
+    )
+    if not nm or (len(nm) < 5 and not regions.isName(nm[0:2])):
+        return nm
 
     tks = rag_tokenizer.tokenize(nm).split()
-    reg = [t for i,t in enumerate(tks) if regions.isName(t) and (t != "中国" or i > 0)]
+    reg = [t for i, t in enumerate(tks) if regions.isName(t) and (t != "中国" or i > 0)]
     nm = ""
     for t in tks:
-        if regions.isName(t) or t in CORP_TKS:continue
-        if re.match(r"[0-9a-zA-Z\\,.]+", t) and re.match(r".*[0-9a-zA-Z\,.]+$", nm):nm += " "
+        if regions.isName(t) or t in CORP_TKS:
+            continue
+        if re.match(r"[0-9a-zA-Z\\,.]+", t) and re.match(r".*[0-9a-zA-Z\,.]+$", nm):
+            nm += " "
         nm += t
 
     r = re.search(r"^([^a-z0-9 \(\)&]{2,})[a-z ]{4,}$", nm.strip())
-    if r:nm = r.group(1)
+    if r:
+        nm = r.group(1)
     r = re.search(r"^([a-z ]{3,})[^a-z0-9 \(\)&]{2,}$", nm.strip())
-    if r:nm = r.group(1)
-    return nm.strip() + (("" if not reg else "(%s)"%reg[0]) if add_region else "")
+    if r:
+        nm = r.group(1)
+    return nm.strip() + (("" if not reg else "(%s)" % reg[0]) if add_region else "")
 
 
 def rmNoise(n):
@@ -67,33 +86,40 @@ def rmNoise(n):
     n = re.sub(r"[,. &（）()]+", "", n)
     return n
 
+
 GOOD_CORP = set([corpNorm(rmNoise(c), False) for c in GOOD_CORP])
-for c,v in CORP_TAG.items():
+for c, v in CORP_TAG.items():
     cc = corpNorm(rmNoise(c), False)
     if not cc:
         logging.debug(c)
-CORP_TAG = {corpNorm(rmNoise(c), False):v for c,v in CORP_TAG.items()}
+CORP_TAG = {corpNorm(rmNoise(c), False): v for c, v in CORP_TAG.items()}
+
 
 def is_good(nm):
     global GOOD_CORP
-    if nm.find("外派")>=0:return False
+    if nm.find("外派") >= 0:
+        return False
     nm = rmNoise(nm)
     nm = corpNorm(nm, False)
     for n in GOOD_CORP:
         if re.match(r"[0-9a-zA-Z]+$", n):
-            if n == nm: return True
-        elif nm.find(n)>=0:return True
+            if n == nm:
+                return True
+        elif nm.find(n) >= 0:
+            return True
     return False
 
+
 def corp_tag(nm):
     global CORP_TAG
     nm = rmNoise(nm)
     nm = corpNorm(nm, False)
     for n in CORP_TAG.keys():
         if re.match(r"[0-9a-zA-Z., ]+$", n):
-            if n == nm: return CORP_TAG[n]
-        elif nm.find(n)>=0:
-            if len(n)<3 and len(nm)/len(n)>=2:continue
+            if n == nm:
+                return CORP_TAG[n]
+        elif nm.find(n) >= 0:
+            if len(n) < 3 and len(nm) / len(n) >= 2:
+                continue
             return CORP_TAG[n]
     return []
-

deepdoc/parser/resume/entities/degrees.py

@@ -11,27 +11,31 @@
 #  limitations under the License.
 #
 
-TBL = {"94":"EMBA",
-"6":"MBA",
-"95":"MPA",
-"92":"专升本",
-"4":"专科",
-"90":"中专",
-"91":"中技",
-"86":"初中",
-"3":"博士",
-"10":"博士后",
-"1":"本科",
-"2":"硕士",
-"87":"职高",
-"89":"高中"
+TBL = {
+    "94": "EMBA",
+    "6": "MBA",
+    "95": "MPA",
+    "92": "专升本",
+    "4": "专科",
+    "90": "中专",
+    "91": "中技",
+    "86": "初中",
+    "3": "博士",
+    "10": "博士后",
+    "1": "本科",
+    "2": "硕士",
+    "87": "职高",
+    "89": "高中",
 }
 
-TBL_ = {v:k for k,v in TBL.items()}
+TBL_ = {v: k for k, v in TBL.items()}
+
 
 def get_name(id):
     return TBL.get(str(id), "")
 
+
 def get_id(nm):
-    if not nm:return ""
+    if not nm:
+        return ""
     return TBL_.get(nm.upper().strip(), "")

deepdoc/parser/resume/entities/industries.py

@@ -11,694 +11,699 @@
 #  limitations under the License.
 #
 
-TBL = {"1":{"name":"IT/通信/电子","parent":"0"},
-"2":{"name":"互联网","parent":"0"},
-"3":{"name":"电子商务","parent":"2"},
-"4":{"name":"互联网金融","parent":"2"},
-"5":{"name":"网络游戏","parent":"2"},
-"6":{"name":"社交网络平台","parent":"2"},
-"7":{"name":"视频音乐","parent":"2"},
-"9":{"name":"安全","parent":"2"},
-"10":{"name":"云计算","parent":"2"},
-"12":{"name":"工具类客户端应用","parent":"2"},
-"13":{"name":"互联网广告","parent":"2"},
-"14":{"name":"企业互联网服务","parent":"2"},
-"16":{"name":"在线教育","parent":"2"},
-"17":{"name":"在线医疗","parent":"2"},
-"19":{"name":"B2B","parent":"3"},
-"20":{"name":"B2C","parent":"3"},
-"21":{"name":"C2C","parent":"3"},
-"22":{"name":"生活信息本地化","parent":"3"},
-"23":{"name":"在线旅游","parent":"2"},
-"24":{"name":"第三方支付","parent":"4"},
-"26":{"name":"客户端游戏","parent":"5"},
-"27":{"name":"网页游戏","parent":"5"},
-"28":{"name":"手机游戏","parent":"5"},
-"29":{"name":"微博","parent":"6"},
-"30":{"name":"社交网站","parent":"6"},
-"31":{"name":"在线视频","parent":"7"},
-"32":{"name":"在线音乐","parent":"7"},
-"35":{"name":"企业安全","parent":"9"},
-"36":{"name":"个人安全","parent":"9"},
-"37":{"name":"企业级云服务","parent":"10"},
-"38":{"name":"个人级云服务","parent":"10"},
-"43":{"name":"输入法","parent":"12"},
-"44":{"name":"浏览器","parent":"12"},
-"45":{"name":"词典","parent":"12"},
-"46":{"name":"播放器","parent":"12"},
-"47":{"name":"下载器","parent":"12"},
-"48":{"name":"IM","parent":"12"},
-"49":{"name":"广告服务","parent":"13"},
-"50":{"name":"第三方广告网络平台","parent":"13"},
-"51":{"name":"媒体代理","parent":"13"},
-"52":{"name":"创意代理","parent":"13"},
-"53":{"name":"IT-综合","parent":"1"},
-"71":{"name":"团购","parent":"3"},
-"72":{"name":"地图","parent":"2"},
-"73":{"name":"数据存储","parent":"2"},
-"414":{"name":"计算机软件","parent":"1"},
-"415":{"name":"计算机硬件","parent":"1"},
-"416":{"name":"计算机服务(系统、数据服务、维修)","parent":"1"},
-"417":{"name":"通信/电信/网络设备","parent":"1"},
-"418":{"name":"通信/电信运营、增值服务","parent":"1"},
-"419":{"name":"电子技术/半导体/集成电路","parent":"1"},
-"472":{"name":"P2P网贷","parent":"4"},
-"473":{"name":"互联网理财","parent":"4"},
-"474":{"name":"婚恋","parent":"6"},
-"476":{"name":"虚拟化","parent":"10"},
-"477":{"name":"邮箱","parent":"12"},
-"478":{"name":"商业智能","parent":"14"},
-"479":{"name":"企业建站","parent":"14"},
-"480":{"name":"安防","parent":"14"},
-"481":{"name":"网络营销","parent":"2"},
-"487":{"name":"智能终端","parent":"2"},
-"488":{"name":"移动互联网","parent":"2"},
-"489":{"name":"数字城市","parent":"2"},
-"490":{"name":"大数据","parent":"2"},
-"491":{"name":"互联网人力资源","parent":"2"},
-"492":{"name":"舆情监控","parent":"2"},
-"493":{"name":"移动营销","parent":"481"},
-"494":{"name":"微博营销","parent":"481"},
-"495":{"name":"精准营销","parent":"481"},
-"496":{"name":"海外营销","parent":"481"},
-"497":{"name":"微信营销","parent":"481"},
-"498":{"name":"智能手机","parent":"487"},
-"499":{"name":"可穿戴设备","parent":"487"},
-"500":{"name":"智能电视","parent":"487"},
-"501":{"name":"WAP","parent":"488"},
-"502":{"name":"物联网","parent":"489"},
-"503":{"name":"O2O","parent":"489"},
-"504":{"name":"数字出版","parent":"489"},
-"505":{"name":"搜索","parent":"2"},
-"506":{"name":"垂直搜索","parent":"505"},
-"507":{"name":"无线搜索","parent":"505"},
-"508":{"name":"网页搜索","parent":"505"},
-"509":{"name":"网址导航","parent":"2"},
-"510":{"name":"门户","parent":"2"},
-"511":{"name":"网络文学","parent":"2"},
-"512":{"name":"自媒体","parent":"2"},
-"513":{"name":"金融","parent":"0"},
-"514":{"name":"建筑与房地产","parent":"0"},
-"515":{"name":"专业服务","parent":"0"},
-"516":{"name":"教育培训","parent":"0"},
-"517":{"name":"文化传媒","parent":"0"},
-"518":{"name":"消费品","parent":"0"},
-"519":{"name":"工业","parent":"0"},
-"520":{"name":"交通物流","parent":"0"},
-"521":{"name":"贸易","parent":"0"},
-"522":{"name":"医药","parent":"0"},
-"523":{"name":"医疗器械","parent":"522"},
-"524":{"name":"保健品","parent":"518"},
-"525":{"name":"服务业","parent":"0"},
-"526":{"name":"能源/矿产/环保","parent":"0"},
-"527":{"name":"化工","parent":"0"},
-"528":{"name":"政府","parent":"0"},
-"529":{"name":"公共事业","parent":"0"},
-"530":{"name":"非盈利机构","parent":"0"},
-"531":{"name":"农业","parent":"1131"},
-"532":{"name":"林业","parent":"1131"},
-"533":{"name":"畜牧业","parent":"1131"},
-"534":{"name":"渔业","parent":"1131"},
-"535":{"name":"学术科研","parent":"0"},
-"536":{"name":"零售","parent":"0"},
-"537":{"name":"银行","parent":"513"},
-"538":{"name":"保险","parent":"513"},
-"539":{"name":"��券","parent":"513"},
-"540":{"name":"基金","parent":"513"},
-"541":{"name":"信托","parent":"513"},
-"542":{"name":"担保","parent":"513"},
-"543":{"name":"典当","parent":"513"},
-"544":{"name":"拍卖","parent":"513"},
-"545":{"name":"投资/融资","parent":"513"},
-"546":{"name":"期货","parent":"513"},
-"547":{"name":"房地产开发","parent":"514"},
-"548":{"name":"工程施工","parent":"514"},
-"549":{"name":"建筑设计","parent":"514"},
-"550":{"name":"房地产代理","parent":"514"},
-"551":{"name":"物业管理","parent":"514"},
-"552":{"name":"室内设计","parent":"514"},
-"553":{"name":"装修装潢","parent":"514"},
-"554":{"name":"市政工程","parent":"514"},
-"555":{"name":"工程造价","parent":"514"},
-"556":{"name":"工程监理","parent":"514"},
-"557":{"name":"环境工程","parent":"514"},
-"558":{"name":"园林景观","parent":"514"},
-"559":{"name":"法律","parent":"515"},
-"560":{"name":"人力资源","parent":"515"},
-"561":{"name":"会计","parent":"1125"},
-"562":{"name":"审计","parent":"515"},
-"563":{"name":"检测认证","parent":"515"},
-"565":{"name":"翻译","parent":"515"},
-"566":{"name":"中介","parent":"515"},
-"567":{"name":"咨询","parent":"515"},
-"568":{"name":"外包服务","parent":"515"},
-"569":{"name":"家教","parent":"516"},
-"570":{"name":"早教","parent":"516"},
-"571":{"name":"职业技能培训","parent":"516"},
-"572":{"name":"外语培训","parent":"516"},
-"573":{"name":"设计培训","parent":"516"},
-"574":{"name":"IT培训","parent":"516"},
-"575":{"name":"文艺体育培训","parent":"516"},
-"576":{"name":"学历教育","parent":"516"},
-"577":{"name":"管理培训","parent":"516"},
-"578":{"name":"民办基础教育","parent":"516"},
-"579":{"name":"广告","parent":"517"},
-"580":{"name":"媒体","parent":"517"},
-"581":{"name":"会展","parent":"517"},
-"582":{"name":"公关","parent":"517"},
-"583":{"name":"影视","parent":"517"},
-"584":{"name":"艺术","parent":"517"},
-"585":{"name":"文化传播","parent":"517"},
-"586":{"name":"娱乐","parent":"517"},
-"587":{"name":"体育","parent":"517"},
-"588":{"name":"出版","parent":"517"},
-"589":{"name":"休闲","parent":"517"},
-"590":{"name":"动漫","parent":"517"},
-"591":{"name":"市场推广","parent":"517"},
-"592":{"name":"市场研究","parent":"517"},
-"593":{"name":"食品","parent":"1129"},
-"594":{"name":"饮料","parent":"1129"},
-"595":{"name":"烟草","parent":"1129"},
-"596":{"name":"酒品","parent":"518"},
-"597":{"name":"服饰","parent":"518"},
-"598":{"name":"纺织","parent":"518"},
-"599":{"name":"化妆品","parent":"1129"},
-"600":{"name":"日用品","parent":"1129"},
-"601":{"name":"家电","parent":"518"},
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-"1043":{"name":"机动车燃油","parent":"665"},
-"1044":{"name":"食品","parent":"593"},
-"1045":{"name":"新能源汽车","parent":"629"},
-"1046":{"name":"手机无线网络推广","parent":"417"},
-"1047":{"name":"环保设备","parent":"672"},
-"1048":{"name":"通讯工程","parent":"418"},
-"1049":{"name":"半导体集成电路","parent":"419"},
-"1050":{"name":"航空服务","parent":"636"},
-"1051":{"name":"电机设备","parent":"626"},
-"1052":{"name":"档案软件","parent":"414"},
-"1053":{"name":"冷链物流服务","parent":"634"},
-"1054":{"name":"小吃服务","parent":"656"},
-"1055":{"name":"水产品加工","parent":"593"},
-"1056":{"name":"图书出版","parent":"588"},
-"1057":{"name":"固体废物治理","parent":"672"},
-"1059":{"name":"坚果食品","parent":"593"},
-"1060":{"name":"广告传媒","parent":"579"},
-"1061":{"name":"电梯","parent":"622"},
-"1062":{"name":"社区医疗与卫生院","parent":"646"},
-"1063":{"name":"广告、印刷包装","parent":"630"},
-"1064":{"name":"婚纱礼服","parent":"662"},
-"1065":{"name":"地毯","parent":"602"},
-"1066":{"name":"互联网物业","parent":"551"},
-"1067":{"name":"跨境电商","parent":"3"},
-"1068":{"name":"信息安全、系统集成","parent":"9"},
-"1069":{"name":"专用汽车制造","parent":"750"},
-"1070":{"name":"商品贸易","parent":"3"},
-"1071":{"name":"墙壁装饰材料","parent":"746"},
-"1072":{"name":"窗帘装饰材料","parent":"746"},
-"1073":{"name":"电子商务、本地生活服务","parent":"3"},
-"1075":{"name":"白酒电子商务","parent":"3"},
-"1076":{"name":"商品贸易、电子商务","parent":"3"},
-"1077":{"name":"木质装饰材料","parent":"746"},
-"1078":{"name":"电子商务、汽车电商交易平台","parent":"3"},
-"1079":{"name":"汽车轮胎","parent":"751"},
-"1080":{"name":"气体压缩机械制造","parent":"732"},
-"1081":{"name":"家装家具电子商务","parent":"3"},
-"1082":{"name":"化妆品电子商务","parent":"3"},
-"1083":{"name":"汽车销售","parent":"749"},
-"1084":{"name":"新闻资讯网站","parent":"510"},
-"1085":{"name":"母婴电商","parent":"3"},
-"1086":{"name":"电商商务、收藏品交易","parent":"3"},
-"1088":{"name":"电子商务、数码产品","parent":"3"},
-"1089":{"name":"二手车交易","parent":"749"},
-"1090":{"name":"游戏制作服务","parent":"5"},
-"1091":{"name":"母婴服务","parent":"510"},
-"1092":{"name":"家具电子商务","parent":"3"},
-"1093":{"name":"汽车配件电子商务","parent":"3"},
-"1094":{"name":"输配电设备","parent":"777"},
-"1095":{"name":"矿山设备","parent":"727"},
-"1096":{"name":"机床机械","parent":"726"},
-"1097":{"name":"农产品电商","parent":"3"},
-"1098":{"name":"陶瓷装饰材料","parent":"746"},
-"1099":{"name":"车载联网设备","parent":"487"},
-"1100":{"name":"汽车销售电子商务","parent":"3"},
-"1101":{"name":"石油设备","parent":"730"},
-"1102":{"name":"智能家居","parent":"487"},
-"1103":{"name":"散热器","parent":"751"},
-"1104":{"name":"电力工程","parent":"775"},
-"1105":{"name":"生鲜电商","parent":"3"},
-"1106":{"name":"互联网数据服务","parent":"490"},
-"1107":{"name":"房车、商务车销售","parent":"749"},
-"1108":{"name":"茶叶电子商务","parent":"3"},
-"1109":{"name":"酒类电子商务","parent":"3"},
-"1110":{"name":"阀门","parent":"730"},
-"1111":{"name":"食品电商","parent":"3"},
-"1112":{"name":"儿童摄影","parent":"871"},
-"1113":{"name":"广告摄影","parent":"871"},
-"1114":{"name":"婚纱摄影","parent":"871"},
-"1115":{"name":"模具制造","parent":"620"},
-"1116":{"name":"汽车模具","parent":"629"},
-"1117":{"name":"认证咨询","parent":"567"},
-"1118":{"name":"数字视觉制作服务","parent":"590"},
-"1119":{"name":"牙科及医疗器械","parent":"646"},
-"1120":{"name":"猎头招聘","parent":"560"},
-"1121":{"name":"家居","parent":"518"},
-"1122":{"name":"收藏品","parent":"518"},
-"1123":{"name":"首饰","parent":"518"},
-"1124":{"name":"工艺品","parent":"518"},
-"1125":{"name":"财务","parent":"515"},
-"1126":{"name":"税务","parent":"515"},
-"1127":{"name":"分类信息","parent":"2"},
-"1128":{"name":"宠物","parent":"0"},
-"1129":{"name":"快消品","parent":"518"},
-"1130":{"name":"人工智能","parent":"2"},
-"1131":{"name":"农/林/牧/渔","parent":"0"}
+TBL = {
+    "1": {"name": "IT/通信/电子", "parent": "0"},
+    "2": {"name": "互联网", "parent": "0"},
+    "3": {"name": "电子商务", "parent": "2"},
+    "4": {"name": "互联网金融", "parent": "2"},
+    "5": {"name": "网络游戏", "parent": "2"},
+    "6": {"name": "社交网络平台", "parent": "2"},
+    "7": {"name": "视频音乐", "parent": "2"},
+    "9": {"name": "安全", "parent": "2"},
+    "10": {"name": "云计算", "parent": "2"},
+    "12": {"name": "工具类客户端应用", "parent": "2"},
+    "13": {"name": "互联网广告", "parent": "2"},
+    "14": {"name": "企业互联网服务", "parent": "2"},
+    "16": {"name": "在线教育", "parent": "2"},
+    "17": {"name": "在线医疗", "parent": "2"},
+    "19": {"name": "B2B", "parent": "3"},
+    "20": {"name": "B2C", "parent": "3"},
+    "21": {"name": "C2C", "parent": "3"},
+    "22": {"name": "生活信息本地化", "parent": "3"},
+    "23": {"name": "在线旅游", "parent": "2"},
+    "24": {"name": "第三方支付", "parent": "4"},
+    "26": {"name": "客户端游戏", "parent": "5"},
+    "27": {"name": "网页游戏", "parent": "5"},
+    "28": {"name": "手机游戏", "parent": "5"},
+    "29": {"name": "微博", "parent": "6"},
+    "30": {"name": "社交网站", "parent": "6"},
+    "31": {"name": "在线视频", "parent": "7"},
+    "32": {"name": "在线音乐", "parent": "7"},
+    "35": {"name": "企业安全", "parent": "9"},
+    "36": {"name": "个人安全", "parent": "9"},
+    "37": {"name": "企业级云服务", "parent": "10"},
+    "38": {"name": "个人级云服务", "parent": "10"},
+    "43": {"name": "输入法", "parent": "12"},
+    "44": {"name": "浏览器", "parent": "12"},
+    "45": {"name": "词典", "parent": "12"},
+    "46": {"name": "播放器", "parent": "12"},
+    "47": {"name": "下载器", "parent": "12"},
+    "48": {"name": "IM", "parent": "12"},
+    "49": {"name": "广告服务", "parent": "13"},
+    "50": {"name": "第三方广告网络平台", "parent": "13"},
+    "51": {"name": "媒体代理", "parent": "13"},
+    "52": {"name": "创意代理", "parent": "13"},
+    "53": {"name": "IT-综合", "parent": "1"},
+    "71": {"name": "团购", "parent": "3"},
+    "72": {"name": "地图", "parent": "2"},
+    "73": {"name": "数据存储", "parent": "2"},
+    "414": {"name": "计算机软件", "parent": "1"},
+    "415": {"name": "计算机硬件", "parent": "1"},
+    "416": {"name": "计算机服务(系统、数据服务、维修)", "parent": "1"},
+    "417": {"name": "通信/电信/网络设备", "parent": "1"},
+    "418": {"name": "通信/电信运营、增值服务", "parent": "1"},
+    "419": {"name": "电子技术/半导体/集成电路", "parent": "1"},
+    "472": {"name": "P2P网贷", "parent": "4"},
+    "473": {"name": "互联网理财", "parent": "4"},
+    "474": {"name": "婚恋", "parent": "6"},
+    "476": {"name": "虚拟化", "parent": "10"},
+    "477": {"name": "邮箱", "parent": "12"},
+    "478": {"name": "商业智能", "parent": "14"},
+    "479": {"name": "企业建站", "parent": "14"},
+    "480": {"name": "安防", "parent": "14"},
+    "481": {"name": "网络营销", "parent": "2"},
+    "487": {"name": "智能终端", "parent": "2"},
+    "488": {"name": "移动互联网", "parent": "2"},
+    "489": {"name": "数字城市", "parent": "2"},
+    "490": {"name": "大数据", "parent": "2"},
+    "491": {"name": "互联网人力资源", "parent": "2"},
+    "492": {"name": "舆情监控", "parent": "2"},
+    "493": {"name": "移动营销", "parent": "481"},
+    "494": {"name": "微博营销", "parent": "481"},
+    "495": {"name": "精准营销", "parent": "481"},
+    "496": {"name": "海外营销", "parent": "481"},
+    "497": {"name": "微信营销", "parent": "481"},
+    "498": {"name": "智能手机", "parent": "487"},
+    "499": {"name": "可穿戴设备", "parent": "487"},
+    "500": {"name": "智能电视", "parent": "487"},
+    "501": {"name": "WAP", "parent": "488"},
+    "502": {"name": "物联网", "parent": "489"},
+    "503": {"name": "O2O", "parent": "489"},
+    "504": {"name": "数字出版", "parent": "489"},
+    "505": {"name": "搜索", "parent": "2"},
+    "506": {"name": "垂直搜索", "parent": "505"},
+    "507": {"name": "无线搜索", "parent": "505"},
+    "508": {"name": "网页搜索", "parent": "505"},
+    "509": {"name": "网址导航", "parent": "2"},
+    "510": {"name": "门户", "parent": "2"},
+    "511": {"name": "网络文学", "parent": "2"},
+    "512": {"name": "自媒体", "parent": "2"},
+    "513": {"name": "金融", "parent": "0"},
+    "514": {"name": "建筑与房地产", "parent": "0"},
+    "515": {"name": "专业服务", "parent": "0"},
+    "516": {"name": "教育培训", "parent": "0"},
+    "517": {"name": "文化传媒", "parent": "0"},
+    "518": {"name": "消费品", "parent": "0"},
+    "519": {"name": "工业", "parent": "0"},
+    "520": {"name": "交通物流", "parent": "0"},
+    "521": {"name": "贸易", "parent": "0"},
+    "522": {"name": "医药", "parent": "0"},
+    "523": {"name": "医疗器械", "parent": "522"},
+    "524": {"name": "保健品", "parent": "518"},
+    "525": {"name": "服务业", "parent": "0"},
+    "526": {"name": "能源/矿产/环保", "parent": "0"},
+    "527": {"name": "化工", "parent": "0"},
+    "528": {"name": "政府", "parent": "0"},
+    "529": {"name": "公共事业", "parent": "0"},
+    "530": {"name": "非盈利机构", "parent": "0"},
+    "531": {"name": "农业", "parent": "1131"},
+    "532": {"name": "林业", "parent": "1131"},
+    "533": {"name": "畜牧业", "parent": "1131"},
+    "534": {"name": "渔业", "parent": "1131"},
+    "535": {"name": "学术科研", "parent": "0"},
+    "536": {"name": "零售", "parent": "0"},
+    "537": {"name": "银行", "parent": "513"},
+    "538": {"name": "保险", "parent": "513"},
+    "539": {"name": "证券", "parent": "513"},
+    "540": {"name": "基金", "parent": "513"},
+    "541": {"name": "信托", "parent": "513"},
+    "542": {"name": "担保", "parent": "513"},
+    "543": {"name": "典当", "parent": "513"},
+    "544": {"name": "拍卖", "parent": "513"},
+    "545": {"name": "投资/融资", "parent": "513"},
+    "546": {"name": "期货", "parent": "513"},
+    "547": {"name": "房地产开发", "parent": "514"},
+    "548": {"name": "工程施工", "parent": "514"},
+    "549": {"name": "建筑设计", "parent": "514"},
+    "550": {"name": "房地产代理", "parent": "514"},
+    "551": {"name": "物业管理", "parent": "514"},
+    "552": {"name": "室内设计", "parent": "514"},
+    "553": {"name": "装修装潢", "parent": "514"},
+    "554": {"name": "市政工程", "parent": "514"},
+    "555": {"name": "工程造价", "parent": "514"},
+    "556": {"name": "工程监理", "parent": "514"},
+    "557": {"name": "环境工程", "parent": "514"},
+    "558": {"name": "园林景观", "parent": "514"},
+    "559": {"name": "法律", "parent": "515"},
+    "560": {"name": "人力资源", "parent": "515"},
+    "561": {"name": "会计", "parent": "1125"},
+    "562": {"name": "审计", "parent": "515"},
+    "563": {"name": "检测认证", "parent": "515"},
+    "565": {"name": "翻译", "parent": "515"},
+    "566": {"name": "中介", "parent": "515"},
+    "567": {"name": "咨询", "parent": "515"},
+    "568": {"name": "外包服务", "parent": "515"},
+    "569": {"name": "家教", "parent": "516"},
+    "570": {"name": "早教", "parent": "516"},
+    "571": {"name": "职业技能培训", "parent": "516"},
+    "572": {"name": "外语培训", "parent": "516"},
+    "573": {"name": "设计培训", "parent": "516"},
+    "574": {"name": "IT培训", "parent": "516"},
+    "575": {"name": "文艺体育培训", "parent": "516"},
+    "576": {"name": "学历教育", "parent": "516"},
+    "577": {"name": "管理培训", "parent": "516"},
+    "578": {"name": "民办基础教育", "parent": "516"},
+    "579": {"name": "广告", "parent": "517"},
+    "580": {"name": "媒体", "parent": "517"},
+    "581": {"name": "会展", "parent": "517"},
+    "582": {"name": "公关", "parent": "517"},
+    "583": {"name": "影视", "parent": "517"},
+    "584": {"name": "艺术", "parent": "517"},
+    "585": {"name": "文化传播", "parent": "517"},
+    "586": {"name": "娱乐", "parent": "517"},
+    "587": {"name": "体育", "parent": "517"},
+    "588": {"name": "出版", "parent": "517"},
+    "589": {"name": "休闲", "parent": "517"},
+    "590": {"name": "动漫", "parent": "517"},
+    "591": {"name": "市场推广", "parent": "517"},
+    "592": {"name": "市场研究", "parent": "517"},
+    "593": {"name": "食品", "parent": "1129"},
+    "594": {"name": "饮料", "parent": "1129"},
+    "595": {"name": "烟草", "parent": "1129"},
+    "596": {"name": "酒品", "parent": "518"},
+    "597": {"name": "服饰", "parent": "518"},
+    "598": {"name": "纺织", "parent": "518"},
+    "599": {"name": "化妆品", "parent": "1129"},
+    "600": {"name": "日用品", "parent": "1129"},
+    "601": {"name": "家电", "parent": "518"},
+    "602": {"name": "家具", "parent": "518"},
+    "603": {"name": "办公用品", "parent": "518"},
+    "604": {"name": "奢侈品", "parent": "518"},
+    "605": {"name": "珠宝", "parent": "518"},
+    "606": {"name": "数码产品", "parent": "518"},
+    "607": {"name": "玩具", "parent": "518"},
+    "608": {"name": "图书", "parent": "518"},
+    "609": {"name": "音像", "parent": "518"},
+    "610": {"name": "钟表", "parent": "518"},
+    "611": {"name": "箱包", "parent": "518"},
+    "612": {"name": "母婴", "parent": "518"},
+    "613": {"name": "营养保健", "parent": "518"},
+    "614": {"name": "户外用品", "parent": "518"},
+    "615": {"name": "健身器材", "parent": "518"},
+    "616": {"name": "乐器", "parent": "518"},
+    "617": {"name": "汽车用品", "parent": "518"},
+    "619": {"name": "厨具", "parent": "518"},
+    "620": {"name": "机械制造", "parent": "519"},
+    "621": {"name": "流体控制", "parent": "519"},
+    "622": {"name": "自动化控制", "parent": "519"},
+    "623": {"name": "仪器仪表", "parent": "519"},
+    "624": {"name": "航空/航天", "parent": "519"},
+    "625": {"name": "交通设施", "parent": "519"},
+    "626": {"name": "工业电子", "parent": "519"},
+    "627": {"name": "建材", "parent": "519"},
+    "628": {"name": "五金材料", "parent": "519"},
+    "629": {"name": "汽车", "parent": "519"},
+    "630": {"name": "印刷", "parent": "519"},
+    "631": {"name": "造纸", "parent": "519"},
+    "632": {"name": "包装", "parent": "519"},
+    "633": {"name": "原材料及加工", "parent": "519"},
+    "634": {"name": "物流", "parent": "520"},
+    "635": {"name": "仓储", "parent": "520"},
+    "636": {"name": "客运", "parent": "520"},
+    "637": {"name": "快递", "parent": "520"},
+    "638": {"name": "化学药", "parent": "522"},
+    "639": {"name": "中药", "parent": "522"},
+    "640": {"name": "生物制药", "parent": "522"},
+    "641": {"name": "兽药", "parent": "522"},
+    "642": {"name": "农药", "parent": "522"},
+    "643": {"name": "CRO", "parent": "522"},
+    "644": {"name": "消毒", "parent": "522"},
+    "645": {"name": "医药商业", "parent": "522"},
+    "646": {"name": "医疗服务", "parent": "522"},
+    "647": {"name": "医疗器械", "parent": "523"},
+    "648": {"name": "制药设备", "parent": "523"},
+    "649": {"name": "医用耗材", "parent": "523"},
+    "650": {"name": "手术器械", "parent": "523"},
+    "651": {"name": "保健器材", "parent": "524"},
+    "652": {"name": "性保健品", "parent": "524"},
+    "653": {"name": "医药保养", "parent": "524"},
+    "654": {"name": "医用保健", "parent": "524"},
+    "655": {"name": "酒店", "parent": "525"},
+    "656": {"name": "餐饮", "parent": "525"},
+    "657": {"name": "旅游", "parent": "525"},
+    "658": {"name": "生活服务", "parent": "525"},
+    "659": {"name": "保健服务", "parent": "525"},
+    "660": {"name": "运动健身", "parent": "525"},
+    "661": {"name": "家政服务", "parent": "525"},
+    "662": {"name": "婚庆服务", "parent": "525"},
+    "663": {"name": "租赁服务", "parent": "525"},
+    "664": {"name": "维修服务", "parent": "525"},
+    "665": {"name": "石油天然气", "parent": "526"},
+    "666": {"name": "电力", "parent": "526"},
+    "667": {"name": "新能源", "parent": "526"},
+    "668": {"name": "水利", "parent": "526"},
+    "669": {"name": "矿产", "parent": "526"},
+    "670": {"name": "采掘业", "parent": "526"},
+    "671": {"name": "冶炼", "parent": "526"},
+    "672": {"name": "环保", "parent": "526"},
+    "673": {"name": "无机化工原料", "parent": "527"},
+    "674": {"name": "有机化工原料", "parent": "527"},
+    "675": {"name": "精细化学品", "parent": "527"},
+    "676": {"name": "化工设备", "parent": "527"},
+    "677": {"name": "化工工程", "parent": "527"},
+    "678": {"name": "资产管理", "parent": "513"},
+    "679": {"name": "金融租赁", "parent": "513"},
+    "680": {"name": "征信及信评机构", "parent": "513"},
+    "681": {"name": "资产评估机构", "parent": "513"},
+    "683": {"name": "金融监管机构", "parent": "513"},
+    "684": {"name": "国际贸易", "parent": "521"},
+    "685": {"name": "海关", "parent": "521"},
+    "686": {"name": "购物中心", "parent": "536"},
+    "687": {"name": "超市", "parent": "536"},
+    "688": {"name": "便利店", "parent": "536"},
+    "689": {"name": "专卖店", "parent": "536"},
+    "690": {"name": "专业店", "parent": "536"},
+    "691": {"name": "百货店", "parent": "536"},
+    "692": {"name": "杂货店", "parent": "536"},
+    "693": {"name": "个人银行", "parent": "537"},
+    "695": {"name": "私人银行", "parent": "537"},
+    "696": {"name": "公司银行", "parent": "537"},
+    "697": {"name": "投资银行", "parent": "537"},
+    "698": {"name": "政策性银行", "parent": "537"},
+    "699": {"name": "中央银行", "parent": "537"},
+    "700": {"name": "人寿险", "parent": "538"},
+    "701": {"name": "财产险", "parent": "538"},
+    "702": {"name": "再保险", "parent": "538"},
+    "703": {"name": "养老险", "parent": "538"},
+    "704": {"name": "保险代理公司", "parent": "538"},
+    "705": {"name": "公募基金", "parent": "540"},
+    "707": {"name": "私募基金", "parent": "540"},
+    "708": {"name": "第三方理财", "parent": "679"},
+    "709": {"name": "资产管理公司", "parent": "679"},
+    "711": {"name": "房产中介", "parent": "566"},
+    "712": {"name": "职业中介", "parent": "566"},
+    "713": {"name": "婚姻中介", "parent": "566"},
+    "714": {"name": "战略咨询", "parent": "567"},
+    "715": {"name": "投资咨询", "parent": "567"},
+    "716": {"name": "心理咨询", "parent": "567"},
+    "717": {"name": "留学移民咨询", "parent": "567"},
+    "718": {"name": "工商注册代理", "parent": "568"},
+    "719": {"name": "商标专利代理", "parent": "568"},
+    "720": {"name": "财务代理", "parent": "568"},
+    "721": {"name": "工程机械", "parent": "620"},
+    "722": {"name": "农业机械", "parent": "620"},
+    "723": {"name": "海工设备", "parent": "620"},
+    "724": {"name": "包装机械", "parent": "620"},
+    "725": {"name": "印刷机械", "parent": "620"},
+    "726": {"name": "数控机床", "parent": "620"},
+    "727": {"name": "矿山机械", "parent": "620"},
+    "728": {"name": "水泵", "parent": "621"},
+    "729": {"name": "管道", "parent": "621"},
+    "730": {"name": "阀门", "parent": "621"},
+    "732": {"name": "压缩机", "parent": "621"},
+    "733": {"name": "集散控制系统", "parent": "622"},
+    "734": {"name": "远程控制", "parent": "622"},
+    "735": {"name": "液压系统", "parent": "622"},
+    "736": {"name": "楼宇智能化", "parent": "622"},
+    "737": {"name": "飞机制造", "parent": "624"},
+    "738": {"name": "航空公司", "parent": "624"},
+    "739": {"name": "发动机", "parent": "624"},
+    "740": {"name": "复合材料", "parent": "624"},
+    "741": {"name": "高铁", "parent": "625"},
+    "742": {"name": "地铁", "parent": "625"},
+    "743": {"name": "信号传输", "parent": "625"},
+    "745": {"name": "结构材料", "parent": "627"},
+    "746": {"name": "装饰材料", "parent": "627"},
+    "747": {"name": "专用材料", "parent": "627"},
+    "749": {"name": "经销商集团", "parent": "629"},
+    "750": {"name": "整车制造", "parent": "629"},
+    "751": {"name": "汽车零配件", "parent": "629"},
+    "752": {"name": "外型设计", "parent": "629"},
+    "753": {"name": "平版印刷", "parent": "630"},
+    "754": {"name": "凸版印刷", "parent": "630"},
+    "755": {"name": "凹版印刷", "parent": "630"},
+    "756": {"name": "孔版印刷", "parent": "630"},
+    "757": {"name": "印刷用纸", "parent": "631"},
+    "758": {"name": "书写、制图及复制用纸", "parent": "631"},
+    "759": {"name": "包装用纸", "parent": "631"},
+    "760": {"name": "生活、卫生及装饰用纸", "parent": "631"},
+    "761": {"name": "技术用纸", "parent": "631"},
+    "762": {"name": "加工纸原纸", "parent": "631"},
+    "763": {"name": "食品包装", "parent": "632"},
+    "764": {"name": "医药包装", "parent": "632"},
+    "765": {"name": "日化包装", "parent": "632"},
+    "766": {"name": "物流包装", "parent": "632"},
+    "767": {"name": "礼品包装", "parent": "632"},
+    "768": {"name": "电子五金包装", "parent": "632"},
+    "769": {"name": "汽车服务", "parent": "525"},
+    "770": {"name": "汽车保养", "parent": "769"},
+    "771": {"name": "租车", "parent": "769"},
+    "773": {"name": "出租车", "parent": "769"},
+    "774": {"name": "代驾", "parent": "769"},
+    "775": {"name": "发电", "parent": "666"},
+    "777": {"name": "输配电", "parent": "666"},
+    "779": {"name": "风电", "parent": "667"},
+    "780": {"name": "光伏/太阳能", "parent": "667"},
+    "781": {"name": "生物质发电", "parent": "667"},
+    "782": {"name": "煤化工", "parent": "667"},
+    "783": {"name": "垃圾发电", "parent": "667"},
+    "784": {"name": "核电", "parent": "667"},
+    "785": {"name": "能源矿产", "parent": "669"},
+    "786": {"name": "金属矿产", "parent": "669"},
+    "787": {"name": "非金属矿产", "parent": "669"},
+    "788": {"name": "水气矿产", "parent": "669"},
+    "789": {"name": "锅炉", "parent": "775"},
+    "790": {"name": "发电机", "parent": "775"},
+    "791": {"name": "汽轮机", "parent": "775"},
+    "792": {"name": "燃机", "parent": "775"},
+    "793": {"name": "冷却", "parent": "775"},
+    "794": {"name": "电力设计院", "parent": "775"},
+    "795": {"name": "高压输配电", "parent": "777"},
+    "796": {"name": "中压输配电", "parent": "777"},
+    "797": {"name": "低压输配电", "parent": "777"},
+    "798": {"name": "继电保护", "parent": "777"},
+    "799": {"name": "智能电网", "parent": "777"},
+    "800": {"name": "小学", "parent": "516"},
+    "801": {"name": "电动车", "parent": "519"},
+    "802": {"name": "皮具箱包", "parent": "518"},
+    "803": {"name": "医药制造", "parent": "522"},
+    "804": {"name": "电器销售", "parent": "536"},
+    "805": {"name": "塑料制品", "parent": "527"},
+    "806": {"name": "公益基金会", "parent": "530"},
+    "807": {"name": "美发服务", "parent": "525"},
+    "808": {"name": "农业养殖", "parent": "531"},
+    "809": {"name": "金融服务", "parent": "513"},
+    "810": {"name": "商业地产综合体", "parent": "514"},
+    "811": {"name": "美容服务", "parent": "525"},
+    "812": {"name": "灯饰", "parent": "518"},
+    "813": {"name": "油墨颜料产品", "parent": "527"},
+    "814": {"name": "眼镜制造", "parent": "518"},
+    "815": {"name": "农业生物技术", "parent": "531"},
+    "816": {"name": "体育用品", "parent": "518"},
+    "817": {"name": "保健用品", "parent": "524"},
+    "818": {"name": "化学化工产品", "parent": "527"},
+    "819": {"name": "饲料", "parent": "531"},
+    "821": {"name": "保安服务", "parent": "525"},
+    "822": {"name": "干细胞技术", "parent": "522"},
+    "824": {"name": "农药化肥", "parent": "527"},
+    "825": {"name": "卫生洁具", "parent": "518"},
+    "826": {"name": "体育器材、场馆", "parent": "518"},
+    "827": {"name": "饲料加工", "parent": "531"},
+    "828": {"name": "测绘服务", "parent": "529"},
+    "830": {"name": "金属船舶制造", "parent": "519"},
+    "831": {"name": "基因工程", "parent": "522"},
+    "832": {"name": "花卉服务", "parent": "536"},
+    "833": {"name": "农业种植", "parent": "531"},
+    "834": {"name": "皮革制品", "parent": "518"},
+    "835": {"name": "地理信息加工服务", "parent": "529"},
+    "836": {"name": "机器人", "parent": "519"},
+    "837": {"name": "礼品", "parent": "518"},
+    "838": {"name": "理发及美容服务", "parent": "525"},
+    "839": {"name": "其他清洁服务", "parent": "525"},
+    "840": {"name": "硅胶材料", "parent": "527"},
+    "841": {"name": "茶叶销售", "parent": "518"},
+    "842": {"name": "彩票活动", "parent": "529"},
+    "843": {"name": "化妆培训", "parent": "516"},
+    "844": {"name": "鞋业", "parent": "518"},
+    "845": {"name": "酒店用品", "parent": "518"},
+    "846": {"name": "复合材料", "parent": "527"},
+    "847": {"name": "房地产工程建设", "parent": "548"},
+    "848": {"name": "知识产权服务", "parent": "559"},
+    "849": {"name": "新型建材", "parent": "627"},
+    "850": {"name": "企业投资咨询", "parent": "567"},
+    "851": {"name": "含乳饮料和植物蛋白饮料制造", "parent": "594"},
+    "852": {"name": "汽车检测设备", "parent": "629"},
+    "853": {"name": "手机通讯器材", "parent": "417"},
+    "854": {"name": "环保材料", "parent": "672"},
+    "855": {"name": "交通设施", "parent": "554"},
+    "856": {"name": "电子器件", "parent": "419"},
+    "857": {"name": "啤酒", "parent": "594"},
+    "858": {"name": "生态旅游", "parent": "657"},
+    "859": {"name": "自动化设备", "parent": "626"},
+    "860": {"name": "软件开发", "parent": "414"},
+    "861": {"name": "葡萄酒销售", "parent": "594"},
+    "862": {"name": "钢材", "parent": "633"},
+    "863": {"name": "餐饮培训", "parent": "656"},
+    "864": {"name": "速冻食品", "parent": "593"},
+    "865": {"name": "空气环保", "parent": "672"},
+    "866": {"name": "互联网房地产经纪服务", "parent": "550"},
+    "867": {"name": "食品添加剂", "parent": "593"},
+    "868": {"name": "演艺传播", "parent": "585"},
+    "869": {"name": "信用卡", "parent": "537"},
+    "870": {"name": "报纸期刊广告", "parent": "579"},
+    "871": {"name": "摄影", "parent": "525"},
+    "872": {"name": "手机软件", "parent": "414"},
+    "873": {"name": "地坪建材", "parent": "627"},
+    "874": {"name": "企业管理咨询", "parent": "567"},
+    "875": {"name": "幼儿教育", "parent": "570"},
+    "876": {"name": "系统集成", "parent": "416"},
+    "877": {"name": "皮革服饰", "parent": "597"},
+    "878": {"name": "保健食品", "parent": "593"},
+    "879": {"name": "叉车", "parent": "620"},
+    "880": {"name": "厨卫电器", "parent": "601"},
+    "882": {"name": "地暖设备", "parent": "627"},
+    "883": {"name": "钢结构制造", "parent": "548"},
+    "884": {"name": "投影机", "parent": "606"},
+    "885": {"name": "啤酒销售", "parent": "594"},
+    "886": {"name": "度假村旅游", "parent": "657"},
+    "887": {"name": "电力元件设备", "parent": "626"},
+    "888": {"name": "管理软件", "parent": "414"},
+    "889": {"name": "轴承", "parent": "628"},
+    "890": {"name": "餐饮设备", "parent": "656"},
+    "891": {"name": "肉制品及副产品加工", "parent": "593"},
+    "892": {"name": "艺术收藏品投资交易", "parent": "584"},
+    "893": {"name": "净水器", "parent": "601"},
+    "894": {"name": "进口食品", "parent": "593"},
+    "895": {"name": "娱乐文化传播", "parent": "585"},
+    "896": {"name": "文化传播", "parent": "585"},
+    "897": {"name": "商旅传媒", "parent": "580"},
+    "898": {"name": "广告设计制作", "parent": "579"},
+    "899": {"name": "金属丝绳及其制品制造", "parent": "627"},
+    "900": {"name": "建筑涂料", "parent": "627"},
+    "901": {"name": "抵押贷款", "parent": "543"},
+    "902": {"name": "早教", "parent": "570"},
+    "903": {"name": "电影放映", "parent": "583"},
+    "904": {"name": "内衣服饰", "parent": "597"},
+    "905": {"name": "无线网络通信", "parent": "418"},
+    "906": {"name": "记忆卡", "parent": "415"},
+    "907": {"name": "女装服饰", "parent": "597"},
+    "908": {"name": "建筑机械", "parent": "620"},
+    "909": {"name": "制冷电器", "parent": "601"},
+    "910": {"name": "通信设备", "parent": "417"},
+    "911": {"name": "空调设备", "parent": "601"},
+    "912": {"name": "建筑装饰", "parent": "553"},
+    "913": {"name": "办公设备", "parent": "603"},
+    "916": {"name": "数据处理软件", "parent": "414"},
+    "917": {"name": "葡萄酒贸易", "parent": "594"},
+    "918": {"name": "通讯器材", "parent": "417"},
+    "919": {"name": "铜业", "parent": "633"},
+    "920": {"name": "食堂", "parent": "656"},
+    "921": {"name": "糖果零食", "parent": "593"},
+    "922": {"name": "文化艺术传播", "parent": "584"},
+    "923": {"name": "太阳能电器", "parent": "601"},
+    "924": {"name": "药品零售", "parent": "645"},
+    "925": {"name": "果蔬食品", "parent": "593"},
+    "926": {"name": "文化活动策划", "parent": "585"},
+    "928": {"name": "汽车广告", "parent": "657"},
+    "929": {"name": "条码设备", "parent": "630"},
+    "930": {"name": "建筑石材", "parent": "627"},
+    "931": {"name": "贵金属", "parent": "545"},
+    "932": {"name": "体育", "parent": "660"},
+    "933": {"name": "金融信息服务", "parent": "414"},
+    "934": {"name": "玻璃建材", "parent": "627"},
+    "935": {"name": "家教", "parent": "569"},
+    "936": {"name": "歌舞厅娱乐活动", "parent": "586"},
+    "937": {"name": "计算机服务器", "parent": "415"},
+    "938": {"name": "管道", "parent": "627"},
+    "939": {"name": "婴幼儿服饰", "parent": "597"},
+    "940": {"name": "热水器", "parent": "601"},
+    "941": {"name": "计算机及零部件制造", "parent": "415"},
+    "942": {"name": "钢铁贸易", "parent": "633"},
+    "944": {"name": "包装材料", "parent": "632"},
+    "945": {"name": "计算机办公设备", "parent": "603"},
+    "946": {"name": "白酒", "parent": "594"},
+    "948": {"name": "发动机", "parent": "620"},
+    "949": {"name": "快餐服务", "parent": "656"},
+    "950": {"name": "酒类销售", "parent": "594"},
+    "951": {"name": "电子产品、机电设备", "parent": "626"},
+    "952": {"name": "激光设备", "parent": "626"},
+    "953": {"name": "餐饮策划", "parent": "656"},
+    "954": {"name": "饮料、食品", "parent": "594"},
+    "955": {"name": "文化娱乐经纪", "parent": "585"},
+    "956": {"name": "天然气", "parent": "665"},
+    "957": {"name": "农副食品", "parent": "593"},
+    "958": {"name": "艺术表演", "parent": "585"},
+    "959": {"name": "石膏、水泥制品及类似制品制造", "parent": "627"},
+    "960": {"name": "橱柜", "parent": "602"},
+    "961": {"name": "管理培训", "parent": "577"},
+    "962": {"name": "男装服饰", "parent": "597"},
+    "963": {"name": "化肥制造", "parent": "675"},
+    "964": {"name": "童装服饰", "parent": "597"},
+    "965": {"name": "电源电池", "parent": "626"},
+    "966": {"name": "家电维修", "parent": "664"},
+    "967": {"name": "光电子器件", "parent": "419"},
+    "968": {"name": "旅行社服务", "parent": "657"},
+    "969": {"name": "电线、电缆制造", "parent": "626"},
+    "970": {"name": "软件开发、信息系统集成", "parent": "419"},
+    "971": {"name": "白酒制造", "parent": "594"},
+    "973": {"name": "甜品服务", "parent": "656"},
+    "974": {"name": "糕点、面包制造", "parent": "593"},
+    "975": {"name": "木工机械", "parent": "620"},
+    "976": {"name": "酒吧服务", "parent": "656"},
+    "977": {"name": "火腿肠", "parent": "593"},
+    "978": {"name": "广告策划推广", "parent": "579"},
+    "979": {"name": "新能源产品和生产装备制造", "parent": "667"},
+    "980": {"name": "调味品", "parent": "593"},
+    "981": {"name": "礼仪表演", "parent": "585"},
+    "982": {"name": "劳务派遣", "parent": "560"},
+    "983": {"name": "建材零售", "parent": "627"},
+    "984": {"name": "商品交易中心", "parent": "545"},
+    "985": {"name": "体育推广", "parent": "585"},
+    "986": {"name": "茶饮��及其他饮料制造", "parent": "594"},
+    "987": {"name": "金属建材", "parent": "627"},
+    "988": {"name": "职业技能培训", "parent": "571"},
+    "989": {"name": "网吧活动", "parent": "586"},
+    "990": {"name": "洗衣服务", "parent": "658"},
+    "991": {"name": "管道工程", "parent": "554"},
+    "992": {"name": "通信工程", "parent": "417"},
+    "993": {"name": "电子元器件", "parent": "626"},
+    "994": {"name": "电子设备", "parent": "419"},
+    "995": {"name": "茶馆服务", "parent": "656"},
+    "996": {"name": "旅游开发", "parent": "657"},
+    "997": {"name": "视频通讯", "parent": "417"},
+    "998": {"name": "白酒销售", "parent": "594"},
+    "1000": {"name": "咖啡馆服务", "parent": "656"},
+    "1001": {"name": "食品零售", "parent": "593"},
+    "1002": {"name": "健康疗养旅游", "parent": "655"},
+    "1003": {"name": "粮油食品", "parent": "593"},
+    "1004": {"name": "儿童教育影视", "parent": "583"},
+    "1005": {"name": "新能源发电", "parent": "667"},
+    "1006": {"name": "旅游策划", "parent": "657"},
+    "1007": {"name": "绘画", "parent": "575"},
+    "1008": {"name": "方便面及其他方便食品", "parent": "593"},
+    "1009": {"name": "房地产经纪", "parent": "550"},
+    "1010": {"name": "母婴家政", "parent": "661"},
+    "1011": {"name": "居家养老健康服务", "parent": "661"},
+    "1012": {"name": "文化艺术投资", "parent": "545"},
+    "1013": {"name": "运动健身", "parent": "660"},
+    "1014": {"name": "瓶（罐）装饮用水制造", "parent": "594"},
+    "1015": {"name": "金属门窗", "parent": "627"},
+    "1016": {"name": "机动车检测", "parent": "563"},
+    "1017": {"name": "货物运输", "parent": "634"},
+    "1018": {"name": "服饰专卖", "parent": "690"},
+    "1019": {"name": "酒店服装", "parent": "597"},
+    "1020": {"name": "通讯软件", "parent": "417"},
+    "1021": {"name": "消防工程", "parent": "554"},
+    "1022": {"name": "嵌入式电子系统", "parent": "419"},
+    "1023": {"name": "航空票务", "parent": "636"},
+    "1024": {"name": "电气设备", "parent": "626"},
+    "1025": {"name": "酒业贸易", "parent": "594"},
+    "1027": {"name": "其他饮料及冷饮服务", "parent": "656"},
+    "1028": {"name": "乳制品", "parent": "593"},
+    "1029": {"name": "新闻期刊出版", "parent": "588"},
+    "1030": {"name": "水污染治理", "parent": "672"},
+    "1031": {"name": "谷物食品", "parent": "593"},
+    "1032": {"name": "数字动漫设计制造服务", "parent": "590"},
+    "1033": {"name": "医院", "parent": "646"},
+    "1034": {"name": "旅游广告", "parent": "657"},
+    "1035": {"name": "办公家具", "parent": "602"},
+    "1036": {"name": "房地产营销策划", "parent": "550"},
+    "1037": {"name": "保洁家政", "parent": "661"},
+    "1038": {"name": "水泥制造", "parent": "627"},
+    "1039": {"name": "市场研究咨询", "parent": "567"},
+    "1040": {"name": "驾校", "parent": "571"},
+    "1041": {"name": "正餐服务", "parent": "656"},
+    "1043": {"name": "机动车燃油", "parent": "665"},
+    "1044": {"name": "食品", "parent": "593"},
+    "1045": {"name": "新能源汽车", "parent": "629"},
+    "1046": {"name": "手机无线网络推广", "parent": "417"},
+    "1047": {"name": "环保设备", "parent": "672"},
+    "1048": {"name": "通讯工程", "parent": "418"},
+    "1049": {"name": "半导体集成电路", "parent": "419"},
+    "1050": {"name": "航空服务", "parent": "636"},
+    "1051": {"name": "电机设备", "parent": "626"},
+    "1052": {"name": "档案软件", "parent": "414"},
+    "1053": {"name": "冷链物流服务", "parent": "634"},
+    "1054": {"name": "小吃服务", "parent": "656"},
+    "1055": {"name": "水产品加工", "parent": "593"},
+    "1056": {"name": "图书出版", "parent": "588"},
+    "1057": {"name": "固体废物治理", "parent": "672"},
+    "1059": {"name": "坚果食品", "parent": "593"},
+    "1060": {"name": "广告传媒", "parent": "579"},
+    "1061": {"name": "电梯", "parent": "622"},
+    "1062": {"name": "社区医疗与卫生院", "parent": "646"},
+    "1063": {"name": "广告、印刷包装", "parent": "630"},
+    "1064": {"name": "婚纱礼服", "parent": "662"},
+    "1065": {"name": "地毯", "parent": "602"},
+    "1066": {"name": "互联网物业", "parent": "551"},
+    "1067": {"name": "跨境电商", "parent": "3"},
+    "1068": {"name": "信息安全、系统集成", "parent": "9"},
+    "1069": {"name": "专用汽车制造", "parent": "750"},
+    "1070": {"name": "商品贸易", "parent": "3"},
+    "1071": {"name": "墙壁装饰材料", "parent": "746"},
+    "1072": {"name": "窗帘装饰材料", "parent": "746"},
+    "1073": {"name": "电子商务、本地生活服务", "parent": "3"},
+    "1075": {"name": "白酒电子商务", "parent": "3"},
+    "1076": {"name": "商品贸易、电子商务", "parent": "3"},
+    "1077": {"name": "木质装饰材料", "parent": "746"},
+    "1078": {"name": "���子商务、汽车电商交易平台", "parent": "3"},
+    "1079": {"name": "汽车轮胎", "parent": "751"},
+    "1080": {"name": "气体压缩机械制造", "parent": "732"},
+    "1081": {"name": "家装家具电子商务", "parent": "3"},
+    "1082": {"name": "化妆品电子商务", "parent": "3"},
+    "1083": {"name": "汽车销售", "parent": "749"},
+    "1084": {"name": "新闻资讯网站", "parent": "510"},
+    "1085": {"name": "母婴电商", "parent": "3"},
+    "1086": {"name": "电商商务、收藏品交易", "parent": "3"},
+    "1088": {"name": "电子商务、数码产品", "parent": "3"},
+    "1089": {"name": "二手车交易", "parent": "749"},
+    "1090": {"name": "游戏制作服务", "parent": "5"},
+    "1091": {"name": "母婴服务", "parent": "510"},
+    "1092": {"name": "家具电子商务", "parent": "3"},
+    "1093": {"name": "汽车配件电子商务", "parent": "3"},
+    "1094": {"name": "输配电设备", "parent": "777"},
+    "1095": {"name": "矿山设备", "parent": "727"},
+    "1096": {"name": "机床机械", "parent": "726"},
+    "1097": {"name": "农产品电商", "parent": "3"},
+    "1098": {"name": "陶瓷装饰材料", "parent": "746"},
+    "1099": {"name": "车载联网设备", "parent": "487"},
+    "1100": {"name": "汽车销售电子商务", "parent": "3"},
+    "1101": {"name": "石油设备", "parent": "730"},
+    "1102": {"name": "智能家居", "parent": "487"},
+    "1103": {"name": "散热器", "parent": "751"},
+    "1104": {"name": "电力工程", "parent": "775"},
+    "1105": {"name": "生鲜电商", "parent": "3"},
+    "1106": {"name": "互联网数据服务", "parent": "490"},
+    "1107": {"name": "房车、商务车销售", "parent": "749"},
+    "1108": {"name": "茶叶电子商务", "parent": "3"},
+    "1109": {"name": "酒类电子商务", "parent": "3"},
+    "1110": {"name": "阀门", "parent": "730"},
+    "1111": {"name": "食品电商", "parent": "3"},
+    "1112": {"name": "儿童摄影", "parent": "871"},
+    "1113": {"name": "广告摄影", "parent": "871"},
+    "1114": {"name": "婚纱摄影", "parent": "871"},
+    "1115": {"name": "模具制造", "parent": "620"},
+    "1116": {"name": "汽车模具", "parent": "629"},
+    "1117": {"name": "认证咨询", "parent": "567"},
+    "1118": {"name": "数字视觉制作服务", "parent": "590"},
+    "1119": {"name": "牙科及医疗器械", "parent": "646"},
+    "1120": {"name": "猎头招聘", "parent": "560"},
+    "1121": {"name": "家居", "parent": "518"},
+    "1122": {"name": "收藏品", "parent": "518"},
+    "1123": {"name": "首饰", "parent": "518"},
+    "1124": {"name": "工艺品", "parent": "518"},
+    "1125": {"name": "财务", "parent": "515"},
+    "1126": {"name": "税务", "parent": "515"},
+    "1127": {"name": "分类信息", "parent": "2"},
+    "1128": {"name": "宠物", "parent": "0"},
+    "1129": {"name": "快消品", "parent": "518"},
+    "1130": {"name": "人工智能", "parent": "2"},
+    "1131": {"name": "农/林/牧/渔", "parent": "0"},
 }
 
+
 def get_names(id):
     id = str(id)
     nms = []
     d = TBL.get(id)
-    if not d:return []
+    if not d:
+        return []
     nms.append(d["name"])
     p = get_names(d["parent"])
-    if p: nms.extend(p)
+    if p:
+        nms.extend(p)
     return nms
 
+
 if __name__ == "__main__":
     print(get_names("1119"))

deepdoc/parser/resume/entities/regions.py

@@ -10,766 +10,776 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
+import re
 
 TBL = {
-"2":{"name":"北京","parent":"1"},
-"3":{"name":"天津","parent":"1"},
-"4":{"name":"河北","parent":"1"},
-"5":{"name":"山西","parent":"1"},
-"6":{"name":"内蒙古","parent":"1"},
-"7":{"name":"辽宁","parent":"1"},
-"8":{"name":"吉林","parent":"1"},
-"9":{"name":"黑龙江","parent":"1"},
-"10":{"name":"上海","parent":"1"},
-"11":{"name":"江苏","parent":"1"},
-"12":{"name":"浙江","parent":"1"},
-"13":{"name":"安徽","parent":"1"},
-"14":{"name":"福建","parent":"1"},
-"15":{"name":"江西","parent":"1"},
-"16":{"name":"山东","parent":"1"},
-"17":{"name":"河南","parent":"1"},
-"18":{"name":"湖北","parent":"1"},
-"19":{"name":"湖南","parent":"1"},
-"20":{"name":"广东","parent":"1"},
-"21":{"name":"广西","parent":"1"},
-"22":{"name":"海南","parent":"1"},
-"23":{"name":"重庆","parent":"1"},
-"24":{"name":"四川","parent":"1"},
-"25":{"name":"贵州","parent":"1"},
-"26":{"name":"云南","parent":"1"},
-"27":{"name":"西藏","parent":"1"},
-"28":{"name":"陕西","parent":"1"},
-"29":{"name":"甘肃","parent":"1"},
-"30":{"name":"青海","parent":"1"},
-"31":{"name":"宁夏","parent":"1"},
-"32":{"name":"新疆","parent":"1"},
-"33":{"name":"北京市","parent":"2"},
-"34":{"name":"天津市","parent":"3"},
-"35":{"name":"石家庄市","parent":"4"},
-"36":{"name":"唐山市","parent":"4"},
-"37":{"name":"秦皇岛市","parent":"4"},
-"38":{"name":"邯郸市","parent":"4"},
-"39":{"name":"邢台市","parent":"4"},
-"40":{"name":"保定市","parent":"4"},
-"41":{"name":"张家口市","parent":"4"},
-"42":{"name":"承德市","parent":"4"},
-"43":{"name":"沧州市","parent":"4"},
-"44":{"name":"廊坊市","parent":"4"},
-"45":{"name":"衡水市","parent":"4"},
-"46":{"name":"太原市","parent":"5"},
-"47":{"name":"大同市","parent":"5"},
-"48":{"name":"阳泉市","parent":"5"},
-"49":{"name":"长治市","parent":"5"},
-"50":{"name":"晋城市","parent":"5"},
-"51":{"name":"朔州市","parent":"5"},
-"52":{"name":"晋中市","parent":"5"},
-"53":{"name":"运城市","parent":"5"},
-"54":{"name":"忻州市","parent":"5"},
-"55":{"name":"临汾市","parent":"5"},
-"56":{"name":"吕梁市","parent":"5"},
-"57":{"name":"呼和浩特市","parent":"6"},
-"58":{"name":"包头市","parent":"6"},
-"59":{"name":"乌海市","parent":"6"},
-"60":{"name":"赤峰市","parent":"6"},
-"61":{"name":"通辽市","parent":"6"},
-"62":{"name":"鄂尔多斯市","parent":"6"},
-"63":{"name":"呼伦贝尔市","parent":"6"},
-"64":{"name":"巴彦淖尔市","parent":"6"},
-"65":{"name":"乌兰察布市","parent":"6"},
-"66":{"name":"兴安盟","parent":"6"},
-"67":{"name":"锡林郭勒盟","parent":"6"},
-"68":{"name":"阿拉善盟","parent":"6"},
-"69":{"name":"沈阳市","parent":"7"},
-"70":{"name":"大连市","parent":"7"},
-"71":{"name":"鞍山市","parent":"7"},
-"72":{"name":"抚顺市","parent":"7"},
-"73":{"name":"本溪市","parent":"7"},
-"74":{"name":"丹东市","parent":"7"},
-"75":{"name":"锦州市","parent":"7"},
-"76":{"name":"营口市","parent":"7"},
-"77":{"name":"阜新市","parent":"7"},
-"78":{"name":"辽阳市","parent":"7"},
-"79":{"name":"盘锦市","parent":"7"},
-"80":{"name":"铁岭市","parent":"7"},
-"81":{"name":"朝阳市","parent":"7"},
-"82":{"name":"葫芦岛市","parent":"7"},
-"83":{"name":"长春市","parent":"8"},
-"84":{"name":"吉林市","parent":"8"},
-"85":{"name":"四平市","parent":"8"},
-"86":{"name":"辽源市","parent":"8"},
-"87":{"name":"通化市","parent":"8"},
-"88":{"name":"白山市","parent":"8"},
-"89":{"name":"松原市","parent":"8"},
-"90":{"name":"白城市","parent":"8"},
-"91":{"name":"延边朝鲜族自治州","parent":"8"},
-"92":{"name":"哈尔滨市","parent":"9"},
-"93":{"name":"齐齐哈尔市","parent":"9"},
-"94":{"name":"鸡西市","parent":"9"},
-"95":{"name":"鹤岗市","parent":"9"},
-"96":{"name":"双鸭山市","parent":"9"},
-"97":{"name":"大庆市","parent":"9"},
-"98":{"name":"伊春市","parent":"9"},
-"99":{"name":"佳木斯市","parent":"9"},
-"100":{"name":"七台河市","parent":"9"},
-"101":{"name":"牡丹江市","parent":"9"},
-"102":{"name":"黑河市","parent":"9"},
-"103":{"name":"绥化市","parent":"9"},
-"104":{"name":"大兴安岭地区","parent":"9"},
-"105":{"name":"上海市","parent":"10"},
-"106":{"name":"南京市","parent":"11"},
-"107":{"name":"无锡市","parent":"11"},
-"108":{"name":"徐州市","parent":"11"},
-"109":{"name":"常州市","parent":"11"},
-"110":{"name":"苏州市","parent":"11"},
-"111":{"name":"南通市","parent":"11"},
-"112":{"name":"连云港市","parent":"11"},
-"113":{"name":"淮安市","parent":"11"},
-"114":{"name":"盐城市","parent":"11"},
-"115":{"name":"扬州市","parent":"11"},
-"116":{"name":"镇江市","parent":"11"},
-"117":{"name":"泰州市","parent":"11"},
-"118":{"name":"宿迁市","parent":"11"},
-"119":{"name":"杭州市","parent":"12"},
-"120":{"name":"宁波市","parent":"12"},
-"121":{"name":"温州市","parent":"12"},
-"122":{"name":"嘉兴市","parent":"12"},
-"123":{"name":"湖州市","parent":"12"},
-"124":{"name":"绍兴市","parent":"12"},
-"125":{"name":"金华市","parent":"12"},
-"126":{"name":"衢州市","parent":"12"},
-"127":{"name":"舟山市","parent":"12"},
-"128":{"name":"台州市","parent":"12"},
-"129":{"name":"丽水市","parent":"12"},
-"130":{"name":"合肥市","parent":"13"},
-"131":{"name":"芜湖市","parent":"13"},
-"132":{"name":"蚌埠市","parent":"13"},
-"133":{"name":"淮南市","parent":"13"},
-"134":{"name":"马鞍山市","parent":"13"},
-"135":{"name":"淮北市","parent":"13"},
-"136":{"name":"铜陵市","parent":"13"},
-"137":{"name":"安庆市","parent":"13"},
-"138":{"name":"黄山市","parent":"13"},
-"139":{"name":"滁州市","parent":"13"},
-"140":{"name":"阜阳市","parent":"13"},
-"141":{"name":"宿州市","parent":"13"},
-"143":{"name":"六安市","parent":"13"},
-"144":{"name":"亳州市","parent":"13"},
-"145":{"name":"池州市","parent":"13"},
-"146":{"name":"宣城市","parent":"13"},
-"147":{"name":"福州市","parent":"14"},
-"148":{"name":"厦门市","parent":"14"},
-"149":{"name":"莆田市","parent":"14"},
-"150":{"name":"三明市","parent":"14"},
-"151":{"name":"泉州市","parent":"14"},
-"152":{"name":"漳州市","parent":"14"},
-"153":{"name":"南平市","parent":"14"},
-"154":{"name":"龙岩市","parent":"14"},
-"155":{"name":"宁德市","parent":"14"},
-"156":{"name":"南昌市","parent":"15"},
-"157":{"name":"景德镇市","parent":"15"},
-"158":{"name":"萍乡市","parent":"15"},
-"159":{"name":"九江市","parent":"15"},
-"160":{"name":"新余市","parent":"15"},
-"161":{"name":"鹰潭市","parent":"15"},
-"162":{"name":"赣州市","parent":"15"},
-"163":{"name":"吉安市","parent":"15"},
-"164":{"name":"宜春市","parent":"15"},
-"165":{"name":"抚州市","parent":"15"},
-"166":{"name":"上饶市","parent":"15"},
-"167":{"name":"济南市","parent":"16"},
-"168":{"name":"青岛市","parent":"16"},
-"169":{"name":"淄博市","parent":"16"},
-"170":{"name":"枣庄市","parent":"16"},
-"171":{"name":"东营市","parent":"16"},
-"172":{"name":"烟台市","parent":"16"},
-"173":{"name":"潍坊市","parent":"16"},
-"174":{"name":"济宁市","parent":"16"},
-"175":{"name":"泰安市","parent":"16"},
-"176":{"name":"威海市","parent":"16"},
-"177":{"name":"日照市","parent":"16"},
-"179":{"name":"临沂市","parent":"16"},
-"180":{"name":"德州市","parent":"16"},
-"181":{"name":"聊城市","parent":"16"},
-"182":{"name":"滨州市","parent":"16"},
-"183":{"name":"菏泽市","parent":"16"},
-"184":{"name":"郑州市","parent":"17"},
-"185":{"name":"开封市","parent":"17"},
-"186":{"name":"洛阳市","parent":"17"},
-"187":{"name":"平顶山市","parent":"17"},
-"188":{"name":"安阳市","parent":"17"},
-"189":{"name":"鹤壁市","parent":"17"},
-"190":{"name":"新乡市","parent":"17"},
-"191":{"name":"焦作市","parent":"17"},
-"192":{"name":"濮阳市","parent":"17"},
-"193":{"name":"许昌市","parent":"17"},
-"194":{"name":"漯河市","parent":"17"},
-"195":{"name":"三门峡市","parent":"17"},
-"196":{"name":"南阳市","parent":"17"},
-"197":{"name":"商丘市","parent":"17"},
-"198":{"name":"信阳市","parent":"17"},
-"199":{"name":"周口市","parent":"17"},
-"200":{"name":"驻马店市","parent":"17"},
-"201":{"name":"武汉市","parent":"18"},
-"202":{"name":"黄石市","parent":"18"},
-"203":{"name":"十堰市","parent":"18"},
-"204":{"name":"宜昌市","parent":"18"},
-"205":{"name":"襄阳市","parent":"18"},
-"206":{"name":"鄂州市","parent":"18"},
-"207":{"name":"荆门市","parent":"18"},
-"208":{"name":"孝感市","parent":"18"},
-"209":{"name":"荆州市","parent":"18"},
-"210":{"name":"黄冈市","parent":"18"},
-"211":{"name":"咸宁市","parent":"18"},
-"212":{"name":"随州市","parent":"18"},
-"213":{"name":"恩施土家族苗族自治州","parent":"18"},
-"215":{"name":"长沙市","parent":"19"},
-"216":{"name":"株洲市","parent":"19"},
-"217":{"name":"湘潭市","parent":"19"},
-"218":{"name":"衡阳市","parent":"19"},
-"219":{"name":"邵阳市","parent":"19"},
-"220":{"name":"岳阳市","parent":"19"},
-"221":{"name":"常德市","parent":"19"},
-"222":{"name":"张家界市","parent":"19"},
-"223":{"name":"益阳市","parent":"19"},
-"224":{"name":"郴州市","parent":"19"},
-"225":{"name":"永州市","parent":"19"},
-"226":{"name":"怀化市","parent":"19"},
-"227":{"name":"娄底市","parent":"19"},
-"228":{"name":"湘西土家族苗族自治州","parent":"19"},
-"229":{"name":"广州市","parent":"20"},
-"230":{"name":"韶关市","parent":"20"},
-"231":{"name":"深圳市","parent":"20"},
-"232":{"name":"珠海市","parent":"20"},
-"233":{"name":"汕头市","parent":"20"},
-"234":{"name":"佛山市","parent":"20"},
-"235":{"name":"江门市","parent":"20"},
-"236":{"name":"湛江市","parent":"20"},
-"237":{"name":"茂名市","parent":"20"},
-"238":{"name":"肇庆市","parent":"20"},
-"239":{"name":"惠州市","parent":"20"},
-"240":{"name":"梅州市","parent":"20"},
-"241":{"name":"汕尾市","parent":"20"},
-"242":{"name":"河源市","parent":"20"},
-"243":{"name":"阳江市","parent":"20"},
-"244":{"name":"清远市","parent":"20"},
-"245":{"name":"东莞市","parent":"20"},
-"246":{"name":"中山市","parent":"20"},
-"247":{"name":"潮州市","parent":"20"},
-"248":{"name":"揭阳市","parent":"20"},
-"249":{"name":"云浮市","parent":"20"},
-"250":{"name":"南宁市","parent":"21"},
-"251":{"name":"柳州市","parent":"21"},
-"252":{"name":"桂林市","parent":"21"},
-"253":{"name":"梧州市","parent":"21"},
-"254":{"name":"北海市","parent":"21"},
-"255":{"name":"防城港市","parent":"21"},
-"256":{"name":"钦州市","parent":"21"},
-"257":{"name":"贵港市","parent":"21"},
-"258":{"name":"玉林市","parent":"21"},
-"259":{"name":"百色市","parent":"21"},
-"260":{"name":"贺州市","parent":"21"},
-"261":{"name":"河池市","parent":"21"},
-"262":{"name":"来宾市","parent":"21"},
-"263":{"name":"崇左市","parent":"21"},
-"264":{"name":"海口市","parent":"22"},
-"265":{"name":"三亚市","parent":"22"},
-"267":{"name":"重庆市","parent":"23"},
-"268":{"name":"成都市","parent":"24"},
-"269":{"name":"自贡市","parent":"24"},
-"270":{"name":"攀枝花市","parent":"24"},
-"271":{"name":"泸州市","parent":"24"},
-"272":{"name":"德阳市","parent":"24"},
-"273":{"name":"绵阳市","parent":"24"},
-"274":{"name":"广元市","parent":"24"},
-"275":{"name":"遂宁市","parent":"24"},
-"276":{"name":"内江市","parent":"24"},
-"277":{"name":"乐山市","parent":"24"},
-"278":{"name":"南充市","parent":"24"},
-"279":{"name":"眉山市","parent":"24"},
-"280":{"name":"宜宾市","parent":"24"},
-"281":{"name":"广安市","parent":"24"},
-"282":{"name":"达州市","parent":"24"},
-"283":{"name":"雅安市","parent":"24"},
-"284":{"name":"巴中市","parent":"24"},
-"285":{"name":"资阳市","parent":"24"},
-"286":{"name":"阿坝藏族羌族自治州","parent":"24"},
-"287":{"name":"甘孜藏族自治州","parent":"24"},
-"288":{"name":"凉山彝族自治州","parent":"24"},
-"289":{"name":"贵阳市","parent":"25"},
-"290":{"name":"六盘水市","parent":"25"},
-"291":{"name":"遵义市","parent":"25"},
-"292":{"name":"安顺市","parent":"25"},
-"293":{"name":"铜仁市","parent":"25"},
-"294":{"name":"黔西南布依族苗族自治州","parent":"25"},
-"295":{"name":"毕节市","parent":"25"},
-"296":{"name":"黔东南苗族侗族自治州","parent":"25"},
-"297":{"name":"黔南布依族苗族自治州","parent":"25"},
-"298":{"name":"昆明市","parent":"26"},
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+    "6": {"name": "内蒙古", "parent": "1"},
+    "7": {"name": "辽宁", "parent": "1"},
+    "8": {"name": "吉林", "parent": "1"},
+    "9": {"name": "黑龙江", "parent": "1"},
+    "10": {"name": "上海", "parent": "1"},
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+    "12": {"name": "浙江", "parent": "1"},
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+    "14": {"name": "福建", "parent": "1"},
+    "15": {"name": "江西", "parent": "1"},
+    "16": {"name": "山东", "parent": "1"},
+    "17": {"name": "河南", "parent": "1"},
+    "18": {"name": "湖北", "parent": "1"},
+    "19": {"name": "湖南", "parent": "1"},
+    "20": {"name": "广东", "parent": "1"},
+    "21": {"name": "广西", "parent": "1"},
+    "22": {"name": "海南", "parent": "1"},
+    "23": {"name": "重庆", "parent": "1"},
+    "24": {"name": "四川", "parent": "1"},
+    "25": {"name": "贵州", "parent": "1"},
+    "26": {"name": "云南", "parent": "1"},
+    "27": {"name": "西藏", "parent": "1"},
+    "28": {"name": "陕西", "parent": "1"},
+    "29": {"name": "甘肃", "parent": "1"},
+    "30": {"name": "青海", "parent": "1"},
+    "31": {"name": "宁夏", "parent": "1"},
+    "32": {"name": "新疆", "parent": "1"},
+    "33": {"name": "北京市", "parent": "2"},
+    "34": {"name": "天津市", "parent": "3"},
+    "35": {"name": "石家庄市", "parent": "4"},
+    "36": {"name": "唐山市", "parent": "4"},
+    "37": {"name": "秦皇岛市", "parent": "4"},
+    "38": {"name": "邯郸市", "parent": "4"},
+    "39": {"name": "邢台市", "parent": "4"},
+    "40": {"name": "保定市", "parent": "4"},
+    "41": {"name": "张家口市", "parent": "4"},
+    "42": {"name": "承德市", "parent": "4"},
+    "43": {"name": "沧州市", "parent": "4"},
+    "44": {"name": "廊��市", "parent": "4"},
+    "45": {"name": "衡水市", "parent": "4"},
+    "46": {"name": "太原市", "parent": "5"},
+    "47": {"name": "大同市", "parent": "5"},
+    "48": {"name": "阳泉市", "parent": "5"},
+    "49": {"name": "长治市", "parent": "5"},
+    "50": {"name": "晋城市", "parent": "5"},
+    "51": {"name": "朔州市", "parent": "5"},
+    "52": {"name": "晋中市", "parent": "5"},
+    "53": {"name": "运城市", "parent": "5"},
+    "54": {"name": "忻州市", "parent": "5"},
+    "55": {"name": "临汾市", "parent": "5"},
+    "56": {"name": "吕梁市", "parent": "5"},
+    "57": {"name": "呼和浩特市", "parent": "6"},
+    "58": {"name": "包头市", "parent": "6"},
+    "59": {"name": "乌海市", "parent": "6"},
+    "60": {"name": "赤峰市", "parent": "6"},
+    "61": {"name": "通辽市", "parent": "6"},
+    "62": {"name": "鄂尔多斯市", "parent": "6"},
+    "63": {"name": "呼伦贝尔市", "parent": "6"},
+    "64": {"name": "巴彦淖尔市", "parent": "6"},
+    "65": {"name": "乌兰察布市", "parent": "6"},
+    "66": {"name": "兴安盟", "parent": "6"},
+    "67": {"name": "锡林郭勒盟", "parent": "6"},
+    "68": {"name": "阿拉善盟", "parent": "6"},
+    "69": {"name": "沈阳市", "parent": "7"},
+    "70": {"name": "大连市", "parent": "7"},
+    "71": {"name": "鞍山市", "parent": "7"},
+    "72": {"name": "抚顺市", "parent": "7"},
+    "73": {"name": "本溪市", "parent": "7"},
+    "74": {"name": "丹东市", "parent": "7"},
+    "75": {"name": "锦州市", "parent": "7"},
+    "76": {"name": "营口市", "parent": "7"},
+    "77": {"name": "阜新市", "parent": "7"},
+    "78": {"name": "辽阳市", "parent": "7"},
+    "79": {"name": "盘锦市", "parent": "7"},
+    "80": {"name": "铁岭市", "parent": "7"},
+    "81": {"name": "朝阳市", "parent": "7"},
+    "82": {"name": "葫芦岛市", "parent": "7"},
+    "83": {"name": "长春市", "parent": "8"},
+    "84": {"name": "吉林市", "parent": "8"},
+    "85": {"name": "四平市", "parent": "8"},
+    "86": {"name": "辽源市", "parent": "8"},
+    "87": {"name": "通化市", "parent": "8"},
+    "88": {"name": "白山市", "parent": "8"},
+    "89": {"name": "松原市", "parent": "8"},
+    "90": {"name": "白城市", "parent": "8"},
+    "91": {"name": "延边朝鲜族自治州", "parent": "8"},
+    "92": {"name": "哈尔滨市", "parent": "9"},
+    "93": {"name": "齐齐哈尔市", "parent": "9"},
+    "94": {"name": "鸡西市", "parent": "9"},
+    "95": {"name": "鹤岗市", "parent": "9"},
+    "96": {"name": "双鸭山市", "parent": "9"},
+    "97": {"name": "大庆市", "parent": "9"},
+    "98": {"name": "伊春市", "parent": "9"},
+    "99": {"name": "佳木斯市", "parent": "9"},
+    "100": {"name": "七台河市", "parent": "9"},
+    "101": {"name": "牡丹江市", "parent": "9"},
+    "102": {"name": "黑河市", "parent": "9"},
+    "103": {"name": "绥化市", "parent": "9"},
+    "104": {"name": "大兴安岭地区", "parent": "9"},
+    "105": {"name": "上海市", "parent": "10"},
+    "106": {"name": "南京市", "parent": "11"},
+    "107": {"name": "无锡市", "parent": "11"},
+    "108": {"name": "徐州市", "parent": "11"},
+    "109": {"name": "常州市", "parent": "11"},
+    "110": {"name": "苏州市", "parent": "11"},
+    "111": {"name": "南通市", "parent": "11"},
+    "112": {"name": "连云港市", "parent": "11"},
+    "113": {"name": "淮安市", "parent": "11"},
+    "114": {"name": "盐城市", "parent": "11"},
+    "115": {"name": "扬州市", "parent": "11"},
+    "116": {"name": "镇江市", "parent": "11"},
+    "117": {"name": "泰州市", "parent": "11"},
+    "118": {"name": "宿迁市", "parent": "11"},
+    "119": {"name": "杭州市", "parent": "12"},
+    "120": {"name": "宁波市", "parent": "12"},
+    "121": {"name": "温州市", "parent": "12"},
+    "122": {"name": "嘉兴市", "parent": "12"},
+    "123": {"name": "湖州市", "parent": "12"},
+    "124": {"name": "绍兴市", "parent": "12"},
+    "125": {"name": "金华市", "parent": "12"},
+    "126": {"name": "衢州市", "parent": "12"},
+    "127": {"name": "舟山市", "parent": "12"},
+    "128": {"name": "台州市", "parent": "12"},
+    "129": {"name": "丽水市", "parent": "12"},
+    "130": {"name": "合肥市", "parent": "13"},
+    "131": {"name": "芜湖市", "parent": "13"},
+    "132": {"name": "蚌埠市", "parent": "13"},
+    "133": {"name": "淮南市", "parent": "13"},
+    "134": {"name": "马鞍山市", "parent": "13"},
+    "135": {"name": "淮北市", "parent": "13"},
+    "136": {"name": "铜陵市", "parent": "13"},
+    "137": {"name": "安庆市", "parent": "13"},
+    "138": {"name": "黄山市", "parent": "13"},
+    "139": {"name": "滁州市", "parent": "13"},
+    "140": {"name": "阜阳市", "parent": "13"},
+    "141": {"name": "宿州市", "parent": "13"},
+    "143": {"name": "六安市", "parent": "13"},
+    "144": {"name": "亳州市", "parent": "13"},
+    "145": {"name": "池州市", "parent": "13"},
+    "146": {"name": "宣城市", "parent": "13"},
+    "147": {"name": "福州市", "parent": "14"},
+    "148": {"name": "厦门市", "parent": "14"},
+    "149": {"name": "莆田市", "parent": "14"},
+    "150": {"name": "三明市", "parent": "14"},
+    "151": {"name": "泉州市", "parent": "14"},
+    "152": {"name": "漳州市", "parent": "14"},
+    "153": {"name": "南平市", "parent": "14"},
+    "154": {"name": "龙岩市", "parent": "14"},
+    "155": {"name": "宁德市", "parent": "14"},
+    "156": {"name": "南昌市", "parent": "15"},
+    "157": {"name": "景德镇市", "parent": "15"},
+    "158": {"name": "萍乡市", "parent": "15"},
+    "159": {"name": "九江市", "parent": "15"},
+    "160": {"name": "新余市", "parent": "15"},
+    "161": {"name": "鹰潭市", "parent": "15"},
+    "162": {"name": "赣州市", "parent": "15"},
+    "163": {"name": "吉安市", "parent": "15"},
+    "164": {"name": "宜春市", "parent": "15"},
+    "165": {"name": "抚州市", "parent": "15"},
+    "166": {"name": "上饶市", "parent": "15"},
+    "167": {"name": "济南市", "parent": "16"},
+    "168": {"name": "青岛市", "parent": "16"},
+    "169": {"name": "淄博市", "parent": "16"},
+    "170": {"name": "枣庄市", "parent": "16"},
+    "171": {"name": "东营市", "parent": "16"},
+    "172": {"name": "烟台市", "parent": "16"},
+    "173": {"name": "潍坊市", "parent": "16"},
+    "174": {"name": "济宁市", "parent": "16"},
+    "175": {"name": "泰安市", "parent": "16"},
+    "176": {"name": "威海市", "parent": "16"},
+    "177": {"name": "日照市", "parent": "16"},
+    "179": {"name": "临沂市", "parent": "16"},
+    "180": {"name": "德州市", "parent": "16"},
+    "181": {"name": "聊城市", "parent": "16"},
+    "182": {"name": "滨州市", "parent": "16"},
+    "183": {"name": "菏泽市", "parent": "16"},
+    "184": {"name": "郑州市", "parent": "17"},
+    "185": {"name": "开封市", "parent": "17"},
+    "186": {"name": "洛阳市", "parent": "17"},
+    "187": {"name": "平顶山市", "parent": "17"},
+    "188": {"name": "安阳市", "parent": "17"},
+    "189": {"name": "鹤壁市", "parent": "17"},
+    "190": {"name": "新乡市", "parent": "17"},
+    "191": {"name": "焦作市", "parent": "17"},
+    "192": {"name": "濮阳市", "parent": "17"},
+    "193": {"name": "许昌市", "parent": "17"},
+    "194": {"name": "漯河市", "parent": "17"},
+    "195": {"name": "三门峡市", "parent": "17"},
+    "196": {"name": "南阳市", "parent": "17"},
+    "197": {"name": "商丘市", "parent": "17"},
+    "198": {"name": "信阳市", "parent": "17"},
+    "199": {"name": "周口市", "parent": "17"},
+    "200": {"name": "驻马店市", "parent": "17"},
+    "201": {"name": "武汉市", "parent": "18"},
+    "202": {"name": "黄石市", "parent": "18"},
+    "203": {"name": "十堰市", "parent": "18"},
+    "204": {"name": "宜昌市", "parent": "18"},
+    "205": {"name": "襄阳市", "parent": "18"},
+    "206": {"name": "鄂州市", "parent": "18"},
+    "207": {"name": "荆门市", "parent": "18"},
+    "208": {"name": "孝感市", "parent": "18"},
+    "209": {"name": "荆州市", "parent": "18"},
+    "210": {"name": "黄冈市", "parent": "18"},
+    "211": {"name": "咸宁市", "parent": "18"},
+    "212": {"name": "随州市", "parent": "18"},
+    "213": {"name": "恩施土家族苗族自治州", "parent": "18"},
+    "215": {"name": "长沙市", "parent": "19"},
+    "216": {"name": "株洲市", "parent": "19"},
+    "217": {"name": "湘潭市", "parent": "19"},
+    "218": {"name": "衡阳市", "parent": "19"},
+    "219": {"name": "邵阳市", "parent": "19"},
+    "220": {"name": "岳阳市", "parent": "19"},
+    "221": {"name": "常德市", "parent": "19"},
+    "222": {"name": "张家界市", "parent": "19"},
+    "223": {"name": "益阳市", "parent": "19"},
+    "224": {"name": "郴州市", "parent": "19"},
+    "225": {"name": "永州市", "parent": "19"},
+    "226": {"name": "怀化市", "parent": "19"},
+    "227": {"name": "娄底市", "parent": "19"},
+    "228": {"name": "湘西土家族苗族自治州", "parent": "19"},
+    "229": {"name": "广州市", "parent": "20"},
+    "230": {"name": "韶关市", "parent": "20"},
+    "231": {"name": "深圳市", "parent": "20"},
+    "232": {"name": "珠海市", "parent": "20"},
+    "233": {"name": "汕头市", "parent": "20"},
+    "234": {"name": "佛山市", "parent": "20"},
+    "235": {"name": "江门市", "parent": "20"},
+    "236": {"name": "湛江市", "parent": "20"},
+    "237": {"name": "茂名市", "parent": "20"},
+    "238": {"name": "肇庆市", "parent": "20"},
+    "239": {"name": "惠州市", "parent": "20"},
+    "240": {"name": "梅州市", "parent": "20"},
+    "241": {"name": "汕尾市", "parent": "20"},
+    "242": {"name": "河源市", "parent": "20"},
+    "243": {"name": "阳江市", "parent": "20"},
+    "244": {"name": "清远市", "parent": "20"},
+    "245": {"name": "东莞市", "parent": "20"},
+    "246": {"name": "中山市", "parent": "20"},
+    "247": {"name": "潮州市", "parent": "20"},
+    "248": {"name": "揭阳市", "parent": "20"},
+    "249": {"name": "云浮市", "parent": "20"},
+    "250": {"name": "南宁市", "parent": "21"},
+    "251": {"name": "柳州市", "parent": "21"},
+    "252": {"name": "桂林市", "parent": "21"},
+    "253": {"name": "梧州市", "parent": "21"},
+    "254": {"name": "北海市", "parent": "21"},
+    "255": {"name": "防城港市", "parent": "21"},
+    "256": {"name": "钦州市", "parent": "21"},
+    "257": {"name": "贵港市", "parent": "21"},
+    "258": {"name": "玉林市", "parent": "21"},
+    "259": {"name": "百色市", "parent": "21"},
+    "260": {"name": "贺州市", "parent": "21"},
+    "261": {"name": "河池市", "parent": "21"},
+    "262": {"name": "来宾市", "parent": "21"},
+    "263": {"name": "崇左市", "parent": "21"},
+    "264": {"name": "海口市", "parent": "22"},
+    "265": {"name": "三亚市", "parent": "22"},
+    "267": {"name": "重庆市", "parent": "23"},
+    "268": {"name": "成都市", "parent": "24"},
+    "269": {"name": "自贡市", "parent": "24"},
+    "270": {"name": "攀枝花市", "parent": "24"},
+    "271": {"name": "泸州市", "parent": "24"},
+    "272": {"name": "德阳市", "parent": "24"},
+    "273": {"name": "绵阳市", "parent": "24"},
+    "274": {"name": "广元市", "parent": "24"},
+    "275": {"name": "遂宁市", "parent": "24"},
+    "276": {"name": "内江市", "parent": "24"},
+    "277": {"name": "乐山市", "parent": "24"},
+    "278": {"name": "南充市", "parent": "24"},
+    "279": {"name": "眉山市", "parent": "24"},
+    "280": {"name": "宜宾市", "parent": "24"},
+    "281": {"name": "广安市", "parent": "24"},
+    "282": {"name": "达州市", "parent": "24"},
+    "283": {"name": "雅安市", "parent": "24"},
+    "284": {"name": "巴中市", "parent": "24"},
+    "285": {"name": "资阳市", "parent": "24"},
+    "286": {"name": "阿坝藏族羌族自治州", "parent": "24"},
+    "287": {"name": "甘孜藏族自治州", "parent": "24"},
+    "288": {"name": "凉山彝族自治州", "parent": "24"},
+    "289": {"name": "贵阳市", "parent": "25"},
+    "290": {"name": "六盘水市", "parent": "25"},
+    "291": {"name": "遵义市", "parent": "25"},
+    "292": {"name": "安顺市", "parent": "25"},
+    "293": {"name": "铜仁市", "parent": "25"},
+    "294": {"name": "黔西南布依族苗族自治州", "parent": "25"},
+    "295": {"name": "毕节市", "parent": "25"},
+    "296": {"name": "黔东南苗族侗族自治州", "parent": "25"},
+    "297": {"name": "黔南布依族苗族自治州", "parent": "25"},
+    "298": {"name": "昆明市", "parent": "26"},
+    "299": {"name": "曲靖市", "parent": "26"},
+    "300": {"name": "玉溪市", "parent": "26"},
+    "301": {"name": "保山市", "parent": "26"},
+    "302": {"name": "昭通市", "parent": "26"},
+    "303": {"name": "丽江市", "parent": "26"},
+    "304": {"name": "普洱市", "parent": "26"},
+    "305": {"name": "临沧市", "parent": "26"},
+    "306": {"name": "楚雄彝族自治州", "parent": "26"},
+    "307": {"name": "红河哈尼族彝族自治州", "parent": "26"},
+    "308": {"name": "文山壮族苗族自治州", "parent": "26"},
+    "309": {"name": "西双版纳傣族自治州", "parent": "26"},
+    "310": {"name": "大理白族自治州", "parent": "26"},
+    "311": {"name": "德宏傣族景颇族自治州", "parent": "26"},
+    "312": {"name": "怒江傈僳族自治州", "parent": "26"},
+    "313": {"name": "迪庆藏族自治州", "parent": "26"},
+    "314": {"name": "拉萨市", "parent": "27"},
+    "315": {"name": "昌都市", "parent": "27"},
+    "316": {"name": "山南市", "parent": "27"},
+    "317": {"name": "日喀则市", "parent": "27"},
+    "318": {"name": "那曲市", "parent": "27"},
+    "319": {"name": "阿里地区", "parent": "27"},
+    "320": {"name": "林芝市", "parent": "27"},
+    "321": {"name": "西安市", "parent": "28"},
+    "322": {"name": "铜川市", "parent": "28"},
+    "323": {"name": "宝鸡市", "parent": "28"},
+    "324": {"name": "咸阳市", "parent": "28"},
+    "325": {"name": "渭南市", "parent": "28"},
+    "326": {"name": "延安市", "parent": "28"},
+    "327": {"name": "汉中市", "parent": "28"},
+    "328": {"name": "榆林市", "parent": "28"},
+    "329": {"name": "安康市", "parent": "28"},
+    "330": {"name": "商洛市", "parent": "28"},
+    "331": {"name": "兰州市", "parent": "29"},
+    "332": {"name": "嘉峪关市", "parent": "29"},
+    "333": {"name": "金昌市", "parent": "29"},
+    "334": {"name": "白银市", "parent": "29"},
+    "335": {"name": "天水市", "parent": "29"},
+    "336": {"name": "武威市", "parent": "29"},
+    "337": {"name": "张掖市", "parent": "29"},
+    "338": {"name": "平凉市", "parent": "29"},
+    "339": {"name": "酒泉市", "parent": "29"},
+    "340": {"name": "庆阳市", "parent": "29"},
+    "341": {"name": "定西市", "parent": "29"},
+    "342": {"name": "陇南市", "parent": "29"},
+    "343": {"name": "临夏回族自治州", "parent": "29"},
+    "344": {"name": "甘南藏族自治州", "parent": "29"},
+    "345": {"name": "西宁市", "parent": "30"},
+    "346": {"name": "海东市", "parent": "30"},
+    "347": {"name": "海北藏族自治州", "parent": "30"},
+    "348": {"name": "黄南藏族自治州", "parent": "30"},
+    "349": {"name": "海南藏族自治州", "parent": "30"},
+    "350": {"name": "果洛藏族自治州", "parent": "30"},
+    "351": {"name": "玉树藏族自治州", "parent": "30"},
+    "352": {"name": "海西蒙古族藏族自治州", "parent": "30"},
+    "353": {"name": "银川市", "parent": "31"},
+    "354": {"name": "石嘴山市", "parent": "31"},
+    "355": {"name": "吴忠市", "parent": "31"},
+    "356": {"name": "固原市", "parent": "31"},
+    "357": {"name": "中卫市", "parent": "31"},
+    "358": {"name": "乌鲁木齐市", "parent": "32"},
+    "359": {"name": "克拉玛依市", "parent": "32"},
+    "360": {"name": "吐鲁番市", "parent": "32"},
+    "361": {"name": "哈密市", "parent": "32"},
+    "362": {"name": "昌吉回族自治州", "parent": "32"},
+    "363": {"name": "博尔塔拉蒙古自治州", "parent": "32"},
+    "364": {"name": "巴音郭楞蒙古自治州", "parent": "32"},
+    "365": {"name": "阿克苏地区", "parent": "32"},
+    "366": {"name": "克孜勒苏柯尔克孜自治州", "parent": "32"},
+    "367": {"name": "喀什地区", "parent": "32"},
+    "368": {"name": "和田地区", "parent": "32"},
+    "369": {"name": "伊犁哈萨克自治州", "parent": "32"},
+    "370": {"name": "塔城地区", "parent": "32"},
+    "371": {"name": "阿勒泰地区", "parent": "32"},
+    "372": {"name": "新疆省直辖行政单位", "parent": "32"},
+    "373": {"name": "可克达拉市", "parent": "32"},
+    "374": {"name": "昆玉市", "parent": "32"},
+    "375": {"name": "胡杨河市", "parent": "32"},
+    "376": {"name": "双河市", "parent": "32"},
+    "3560": {"name": "北票市", "parent": "7"},
+    "3615": {"name": "高州市", "parent": "20"},
+    "3651": {"name": "济源市", "parent": "17"},
+    "3662": {"name": "胶南市", "parent": "16"},
+    "3683": {"name": "老河口市", "parent": "18"},
+    "3758": {"name": "沙河市", "parent": "4"},
+    "3822": {"name": "宜城市", "parent": "18"},
+    "3842": {"name": "枣阳市", "parent": "18"},
+    "3850": {"name": "肇东市", "parent": "9"},
+    "3905": {"name": "澳门", "parent": "1"},
+    "3906": {"name": "澳门", "parent": "3905"},
+    "3907": {"name": "香港", "parent": "1"},
+    "3908": {"name": "香港", "parent": "3907"},
+    "3947": {"name": "仙桃市", "parent": "18"},
+    "3954": {"name": "台湾", "parent": "1"},
+    "3955": {"name": "台湾", "parent": "3954"},
+    "3956": {"name": "海外", "parent": "1"},
+    "3957": {"name": "海外", "parent": "3956"},
+    "3958": {"name": "美国", "parent": "3956"},
+    "3959": {"name": "加拿大", "parent": "3956"},
+    "3961": {"name": "日本", "parent": "3956"},
+    "3962": {"name": "韩国", "parent": "3956"},
+    "3963": {"name": "德国", "parent": "3956"},
+    "3964": {"name": "英国", "parent": "3956"},
+    "3965": {"name": "意大利", "parent": "3956"},
+    "3966": {"name": "西班牙", "parent": "3956"},
+    "3967": {"name": "法国", "parent": "3956"},
+    "3968": {"name": "澳大利亚", "parent": "3956"},
+    "3969": {"name": "东城区", "parent": "2"},
+    "3970": {"name": "西城区", "parent": "2"},
+    "3971": {"name": "崇文区", "parent": "2"},
+    "3972": {"name": "宣武区", "parent": "2"},
+    "3973": {"name": "朝阳区", "parent": "2"},
+    "3974": {"name": "海淀区", "parent": "2"},
+    "3975": {"name": "丰台区", "parent": "2"},
+    "3976": {"name": "石景山区", "parent": "2"},
+    "3977": {"name": "门头沟区", "parent": "2"},
+    "3978": {"name": "房山区", "parent": "2"},
+    "3979": {"name": "通州区", "parent": "2"},
+    "3980": {"name": "顺义区", "parent": "2"},
+    "3981": {"name": "昌平区", "parent": "2"},
+    "3982": {"name": "大兴区", "parent": "2"},
+    "3983": {"name": "平谷区", "parent": "2"},
+    "3984": {"name": "怀柔区", "parent": "2"},
+    "3985": {"name": "密云区", "parent": "2"},
+    "3986": {"name": "延庆区", "parent": "2"},
+    "3987": {"name": "黄浦区", "parent": "10"},
+    "3988": {"name": "徐汇区", "parent": "10"},
+    "3989": {"name": "长宁区", "parent": "10"},
+    "3990": {"name": "静安区", "parent": "10"},
+    "3991": {"name": "普陀区", "parent": "10"},
+    "3992": {"name": "闸北区", "parent": "10"},
+    "3993": {"name": "虹口区", "parent": "10"},
+    "3994": {"name": "杨浦区", "parent": "10"},
+    "3995": {"name": "宝山区", "parent": "10"},
+    "3996": {"name": "闵行区", "parent": "10"},
+    "3997": {"name": "嘉定区", "parent": "10"},
+    "3998": {"name": "浦东新区", "parent": "10"},
+    "3999": {"name": "松江区", "parent": "10"},
+    "4000": {"name": "金山区", "parent": "10"},
+    "4001": {"name": "青浦区", "parent": "10"},
+    "4002": {"name": "奉贤区", "parent": "10"},
+    "4003": {"name": "崇明区", "parent": "10"},
+    "4004": {"name": "和平区", "parent": "3"},
+    "4005": {"name": "河东区", "parent": "3"},
+    "4006": {"name": "河西区", "parent": "3"},
+    "4007": {"name": "南开区", "parent": "3"},
+    "4008": {"name": "红桥区", "parent": "3"},
+    "4009": {"name": "河北区", "parent": "3"},
+    "4010": {"name": "滨海新区", "parent": "3"},
+    "4011": {"name": "东丽区", "parent": "3"},
+    "4012": {"name": "西青区", "parent": "3"},
+    "4013": {"name": "北辰区", "parent": "3"},
+    "4014": {"name": "津南区", "parent": "3"},
+    "4015": {"name": "武清区", "parent": "3"},
+    "4016": {"name": "宝坻区", "parent": "3"},
+    "4017": {"name": "静海区", "parent": "3"},
+    "4018": {"name": "宁河区", "parent": "3"},
+    "4019": {"name": "蓟州区", "parent": "3"},
+    "4020": {"name": "渝中区", "parent": "23"},
+    "4021": {"name": "江北区", "parent": "23"},
+    "4022": {"name": "南岸区", "parent": "23"},
+    "4023": {"name": "沙坪坝区", "parent": "23"},
+    "4024": {"name": "九龙坡区", "parent": "23"},
+    "4025": {"name": "大渡口区", "parent": "23"},
+    "4026": {"name": "渝北区", "parent": "23"},
+    "4027": {"name": "巴南区", "parent": "23"},
+    "4028": {"name": "北碚区", "parent": "23"},
+    "4029": {"name": "万州区", "parent": "23"},
+    "4030": {"name": "黔江区", "parent": "23"},
+    "4031": {"name": "永川区", "parent": "23"},
+    "4032": {"name": "涪陵区", "parent": "23"},
+    "4033": {"name": "江津区", "parent": "23"},
+    "4034": {"name": "合川区", "parent": "23"},
+    "4035": {"name": "双桥区", "parent": "23"},
+    "4036": {"name": "万盛区", "parent": "23"},
+    "4037": {"name": "荣昌区", "parent": "23"},
+    "4038": {"name": "大足区", "parent": "23"},
+    "4039": {"name": "璧山区", "parent": "23"},
+    "4040": {"name": "铜梁区", "parent": "23"},
+    "4041": {"name": "潼南区", "parent": "23"},
+    "4042": {"name": "綦江区", "parent": "23"},
+    "4043": {"name": "忠县", "parent": "23"},
+    "4044": {"name": "开州区", "parent": "23"},
+    "4045": {"name": "云阳县", "parent": "23"},
+    "4046": {"name": "梁平区", "parent": "23"},
+    "4047": {"name": "垫江县", "parent": "23"},
+    "4048": {"name": "丰都县", "parent": "23"},
+    "4049": {"name": "奉节县", "parent": "23"},
+    "4050": {"name": "巫山县", "parent": "23"},
+    "4051": {"name": "巫溪县", "parent": "23"},
+    "4052": {"name": "城口县", "parent": "23"},
+    "4053": {"name": "武隆区", "parent": "23"},
+    "4054": {"name": "石柱土家族自治县", "parent": "23"},
+    "4055": {"name": "秀山土家族苗族自治县", "parent": "23"},
+    "4056": {"name": "酉阳土家族苗族自治县", "parent": "23"},
+    "4057": {"name": "彭水苗族土家族自治县", "parent": "23"},
+    "4058": {"name": "潜江市", "parent": "18"},
+    "4059": {"name": "三沙市", "parent": "22"},
+    "4060": {"name": "石河子市", "parent": "32"},
+    "4061": {"name": "阿拉尔市", "parent": "32"},
+    "4062": {"name": "图木舒克市", "parent": "32"},
+    "4063": {"name": "五家渠市", "parent": "32"},
+    "4064": {"name": "北屯市", "parent": "32"},
+    "4065": {"name": "铁门关市", "parent": "32"},
+    "4066": {"name": "儋州市", "parent": "22"},
+    "4067": {"name": "五指山市", "parent": "22"},
+    "4068": {"name": "文昌市", "parent": "22"},
+    "4069": {"name": "琼海市", "parent": "22"},
+    "4070": {"name": "万宁市", "parent": "22"},
+    "4072": {"name": "定安县", "parent": "22"},
+    "4073": {"name": "屯昌县", "parent": "22"},
+    "4074": {"name": "澄迈县", "parent": "22"},
+    "4075": {"name": "临高县", "parent": "22"},
+    "4076": {"name": "琼中黎族苗族自治县", "parent": "22"},
+    "4077": {"name": "保亭黎族苗族自治县", "parent": "22"},
+    "4078": {"name": "白沙黎族自治县", "parent": "22"},
+    "4079": {"name": "昌江黎族自治县", "parent": "22"},
+    "4080": {"name": "乐东黎族自治县", "parent": "22"},
+    "4081": {"name": "陵水黎族自治县", "parent": "22"},
+    "4082": {"name": "马来西亚", "parent": "3956"},
+    "6047": {"name": "长寿区", "parent": "23"},
+    "6857": {"name": "阿富汗", "parent": "3956"},
+    "6858": {"name": "阿尔巴尼亚", "parent": "3956"},
+    "6859": {"name": "阿尔及利亚", "parent": "3956"},
+    "6860": {"name": "美属萨摩亚", "parent": "3956"},
+    "6861": {"name": "安道尔", "parent": "3956"},
+    "6862": {"name": "安哥拉", "parent": "3956"},
+    "6863": {"name": "安圭拉", "parent": "3956"},
+    "6864": {"name": "南极洲", "parent": "3956"},
+    "6865": {"name": "安提瓜和巴布达", "parent": "3956"},
+    "6866": {"name": "阿根廷", "parent": "3956"},
+    "6867": {"name": "亚美尼亚", "parent": "3956"},
+    "6869": {"name": "奥地利", "parent": "3956"},
+    "6870": {"name": "阿塞拜疆", "parent": "3956"},
+    "6871": {"name": "巴哈马", "parent": "3956"},
+    "6872": {"name": "巴林", "parent": "3956"},
+    "6873": {"name": "孟加拉国", "parent": "3956"},
+    "6874": {"name": "巴巴多斯", "parent": "3956"},
+    "6875": {"name": "白俄罗斯", "parent": "3956"},
+    "6876": {"name": "比利时", "parent": "3956"},
+    "6877": {"name": "伯利兹", "parent": "3956"},
+    "6878": {"name": "贝宁", "parent": "3956"},
+    "6879": {"name": "百慕大", "parent": "3956"},
+    "6880": {"name": "不丹", "parent": "3956"},
+    "6881": {"name": "玻利维亚", "parent": "3956"},
+    "6882": {"name": "波黑", "parent": "3956"},
+    "6883": {"name": "博茨瓦纳", "parent": "3956"},
+    "6884": {"name": "布维岛", "parent": "3956"},
+    "6885": {"name": "巴西", "parent": "3956"},
+    "6886": {"name": "英属印度洋领土", "parent": "3956"},
+    "6887": {"name": "文莱", "parent": "3956"},
+    "6888": {"name": "保加利亚", "parent": "3956"},
+    "6889": {"name": "布基纳法索", "parent": "3956"},
+    "6890": {"name": "布隆迪", "parent": "3956"},
+    "6891": {"name": "柬埔寨", "parent": "3956"},
+    "6892": {"name": "喀麦隆", "parent": "3956"},
+    "6893": {"name": "佛得角", "parent": "3956"},
+    "6894": {"name": "开曼群岛", "parent": "3956"},
+    "6895": {"name": "中非", "parent": "3956"},
+    "6896": {"name": "乍得", "parent": "3956"},
+    "6897": {"name": "智利", "parent": "3956"},
+    "6898": {"name": "圣诞岛", "parent": "3956"},
+    "6899": {"name": "科科斯（基林）群岛", "parent": "3956"},
+    "6900": {"name": "哥伦比亚", "parent": "3956"},
+    "6901": {"name": "科摩罗", "parent": "3956"},
+    "6902": {"name": "刚果（布）", "parent": "3956"},
+    "6903": {"name": "刚果（金）", "parent": "3956"},
+    "6904": {"name": "库克群岛", "parent": "3956"},
+    "6905": {"name": "哥斯达黎加", "parent": "3956"},
+    "6906": {"name": "科特迪瓦", "parent": "3956"},
+    "6907": {"name": "克罗地亚", "parent": "3956"},
+    "6908": {"name": "古巴", "parent": "3956"},
+    "6909": {"name": "塞浦路斯", "parent": "3956"},
+    "6910": {"name": "捷克", "parent": "3956"},
+    "6911": {"name": "丹麦", "parent": "3956"},
+    "6912": {"name": "吉布提", "parent": "3956"},
+    "6913": {"name": "多米尼克", "parent": "3956"},
+    "6914": {"name": "多米尼加共和国", "parent": "3956"},
+    "6915": {"name": "东帝汶", "parent": "3956"},
+    "6916": {"name": "厄瓜多尔", "parent": "3956"},
+    "6917": {"name": "埃及", "parent": "3956"},
+    "6918": {"name": "萨尔瓦多", "parent": "3956"},
+    "6919": {"name": "赤道几内亚", "parent": "3956"},
+    "6920": {"name": "厄立特里亚", "parent": "3956"},
+    "6921": {"name": "爱沙尼亚", "parent": "3956"},
+    "6922": {"name": "埃塞俄比亚", "parent": "3956"},
+    "6923": {"name": "福克兰群岛（马尔维纳斯）", "parent": "3956"},
+    "6924": {"name": "法罗群岛", "parent": "3956"},
+    "6925": {"name": "斐济", "parent": "3956"},
+    "6926": {"name": "芬兰", "parent": "3956"},
+    "6927": {"name": "法属圭亚那", "parent": "3956"},
+    "6928": {"name": "法属波利尼西亚", "parent": "3956"},
+    "6929": {"name": "法属南部领土", "parent": "3956"},
+    "6930": {"name": "加蓬", "parent": "3956"},
+    "6931": {"name": "冈比亚", "parent": "3956"},
+    "6932": {"name": "格鲁吉亚", "parent": "3956"},
+    "6933": {"name": "加纳", "parent": "3956"},
+    "6934": {"name": "直布罗陀", "parent": "3956"},
+    "6935": {"name": "希腊", "parent": "3956"},
+    "6936": {"name": "格陵兰", "parent": "3956"},
+    "6937": {"name": "格林纳达", "parent": "3956"},
+    "6938": {"name": "瓜德罗普", "parent": "3956"},
+    "6939": {"name": "关岛", "parent": "3956"},
+    "6940": {"name": "危地马拉", "parent": "3956"},
+    "6941": {"name": "几内亚", "parent": "3956"},
+    "6942": {"name": "几内亚比绍", "parent": "3956"},
+    "6943": {"name": "圭亚那", "parent": "3956"},
+    "6944": {"name": "海地", "parent": "3956"},
+    "6945": {"name": "赫德岛和麦克唐纳岛", "parent": "3956"},
+    "6946": {"name": "洪都拉斯", "parent": "3956"},
+    "6947": {"name": "匈牙利", "parent": "3956"},
+    "6948": {"name": "冰岛", "parent": "3956"},
+    "6949": {"name": "印度", "parent": "3956"},
+    "6950": {"name": "印度尼西亚", "parent": "3956"},
+    "6951": {"name": "伊朗", "parent": "3956"},
+    "6952": {"name": "伊拉克", "parent": "3956"},
+    "6953": {"name": "爱尔兰", "parent": "3956"},
+    "6954": {"name": "以色列", "parent": "3956"},
+    "6955": {"name": "牙买加", "parent": "3956"},
+    "6956": {"name": "约旦", "parent": "3956"},
+    "6957": {"name": "哈萨克斯坦", "parent": "3956"},
+    "6958": {"name": "肯尼亚", "parent": "3956"},
+    "6959": {"name": "基里巴斯", "parent": "3956"},
+    "6960": {"name": "朝鲜", "parent": "3956"},
+    "6961": {"name": "科威特", "parent": "3956"},
+    "6962": {"name": "吉尔吉斯斯坦", "parent": "3956"},
+    "6963": {"name": "老挝", "parent": "3956"},
+    "6964": {"name": "拉脱维亚", "parent": "3956"},
+    "6965": {"name": "黎巴嫩", "parent": "3956"},
+    "6966": {"name": "莱索托", "parent": "3956"},
+    "6967": {"name": "利比里亚", "parent": "3956"},
+    "6968": {"name": "利比亚", "parent": "3956"},
+    "6969": {"name": "列支敦士登", "parent": "3956"},
+    "6970": {"name": "立陶宛", "parent": "3956"},
+    "6971": {"name": "卢森堡", "parent": "3956"},
+    "6972": {"name": "前南马其顿", "parent": "3956"},
+    "6973": {"name": "马达加斯加", "parent": "3956"},
+    "6974": {"name": "马拉维", "parent": "3956"},
+    "6975": {"name": "马尔代夫", "parent": "3956"},
+    "6976": {"name": "马里", "parent": "3956"},
+    "6977": {"name": "马耳他", "parent": "3956"},
+    "6978": {"name": "马绍尔群岛", "parent": "3956"},
+    "6979": {"name": "马提尼克", "parent": "3956"},
+    "6980": {"name": "毛里塔尼亚", "parent": "3956"},
+    "6981": {"name": "毛里求斯", "parent": "3956"},
+    "6982": {"name": "马约特", "parent": "3956"},
+    "6983": {"name": "墨西哥", "parent": "3956"},
+    "6984": {"name": "密克罗尼西亚联邦", "parent": "3956"},
+    "6985": {"name": "摩尔多瓦", "parent": "3956"},
+    "6986": {"name": "摩纳哥", "parent": "3956"},
+    "6987": {"name": "蒙古", "parent": "3956"},
+    "6988": {"name": "蒙特塞拉特", "parent": "3956"},
+    "6989": {"name": "摩洛哥", "parent": "3956"},
+    "6990": {"name": "莫桑比克", "parent": "3956"},
+    "6991": {"name": "缅甸", "parent": "3956"},
+    "6992": {"name": "纳米比亚", "parent": "3956"},
+    "6993": {"name": "瑙鲁", "parent": "3956"},
+    "6994": {"name": "尼泊尔", "parent": "3956"},
+    "6995": {"name": "荷兰", "parent": "3956"},
+    "6996": {"name": "荷属安的列斯", "parent": "3956"},
+    "6997": {"name": "新喀里多尼亚", "parent": "3956"},
+    "6998": {"name": "新西兰", "parent": "3956"},
+    "6999": {"name": "尼加拉瓜", "parent": "3956"},
+    "7000": {"name": "尼日尔", "parent": "3956"},
+    "7001": {"name": "尼日利亚", "parent": "3956"},
+    "7002": {"name": "纽埃", "parent": "3956"},
+    "7003": {"name": "诺福克岛", "parent": "3956"},
+    "7004": {"name": "北马里亚纳", "parent": "3956"},
+    "7005": {"name": "挪威", "parent": "3956"},
+    "7006": {"name": "阿曼", "parent": "3956"},
+    "7007": {"name": "巴基斯坦", "parent": "3956"},
+    "7008": {"name": "帕劳", "parent": "3956"},
+    "7009": {"name": "巴勒斯坦", "parent": "3956"},
+    "7010": {"name": "巴拿马", "parent": "3956"},
+    "7011": {"name": "巴布亚新几内亚", "parent": "3956"},
+    "7012": {"name": "巴拉圭", "parent": "3956"},
+    "7013": {"name": "秘鲁", "parent": "3956"},
+    "7014": {"name": "菲律宾", "parent": "3956"},
+    "7015": {"name": "皮特凯恩群岛", "parent": "3956"},
+    "7016": {"name": "波兰", "parent": "3956"},
+    "7017": {"name": "葡萄牙", "parent": "3956"},
+    "7018": {"name": "波多黎各", "parent": "3956"},
+    "7019": {"name": "卡塔尔", "parent": "3956"},
+    "7020": {"name": "留尼汪", "parent": "3956"},
+    "7021": {"name": "罗马尼亚", "parent": "3956"},
+    "7022": {"name": "俄罗斯联邦", "parent": "3956"},
+    "7023": {"name": "卢旺达", "parent": "3956"},
+    "7024": {"name": "圣赫勒拿", "parent": "3956"},
+    "7025": {"name": "圣基茨和尼维斯", "parent": "3956"},
+    "7026": {"name": "圣卢西亚", "parent": "3956"},
+    "7027": {"name": "圣皮埃尔和密克隆", "parent": "3956"},
+    "7028": {"name": "圣文森特和格林纳丁斯", "parent": "3956"},
+    "7029": {"name": "萨摩亚", "parent": "3956"},
+    "7030": {"name": "圣马力诺", "parent": "3956"},
+    "7031": {"name": "圣多美和普林西比", "parent": "3956"},
+    "7032": {"name": "沙特阿拉伯", "parent": "3956"},
+    "7033": {"name": "塞内加尔", "parent": "3956"},
+    "7034": {"name": "塞舌尔", "parent": "3956"},
+    "7035": {"name": "塞拉利昂", "parent": "3956"},
+    "7036": {"name": "新加坡", "parent": "3956"},
+    "7037": {"name": "斯洛伐克", "parent": "3956"},
+    "7038": {"name": "斯洛文尼亚", "parent": "3956"},
+    "7039": {"name": "所罗门群岛", "parent": "3956"},
+    "7040": {"name": "索马里", "parent": "3956"},
+    "7041": {"name": "南非", "parent": "3956"},
+    "7042": {"name": "南乔治亚岛和南桑德韦奇岛", "parent": "3956"},
+    "7043": {"name": "斯里兰卡", "parent": "3956"},
+    "7044": {"name": "苏丹", "parent": "3956"},
+    "7045": {"name": "苏里南", "parent": "3956"},
+    "7046": {"name": "斯瓦尔巴群岛", "parent": "3956"},
+    "7047": {"name": "斯威士兰", "parent": "3956"},
+    "7048": {"name": "瑞典", "parent": "3956"},
+    "7049": {"name": "瑞士", "parent": "3956"},
+    "7050": {"name": "叙利亚", "parent": "3956"},
+    "7051": {"name": "塔吉克斯坦", "parent": "3956"},
+    "7052": {"name": "坦桑尼亚", "parent": "3956"},
+    "7053": {"name": "泰国", "parent": "3956"},
+    "7054": {"name": "多哥", "parent": "3956"},
+    "7055": {"name": "托克劳", "parent": "3956"},
+    "7056": {"name": "汤加", "parent": "3956"},
+    "7057": {"name": "特立尼达和多巴哥", "parent": "3956"},
+    "7058": {"name": "突尼斯", "parent": "3956"},
+    "7059": {"name": "土耳其", "parent": "3956"},
+    "7060": {"name": "土库曼斯坦", "parent": "3956"},
+    "7061": {"name": "特克斯科斯群岛", "parent": "3956"},
+    "7062": {"name": "图瓦卢", "parent": "3956"},
+    "7063": {"name": "乌干达", "parent": "3956"},
+    "7064": {"name": "乌克兰", "parent": "3956"},
+    "7065": {"name": "阿联酋", "parent": "3956"},
+    "7066": {"name": "美国本土外小岛屿", "parent": "3956"},
+    "7067": {"name": "乌拉圭", "parent": "3956"},
+    "7068": {"name": "乌兹别克斯坦", "parent": "3956"},
+    "7069": {"name": "瓦努阿图", "parent": "3956"},
+    "7070": {"name": "梵蒂冈", "parent": "3956"},
+    "7071": {"name": "委内瑞拉", "parent": "3956"},
+    "7072": {"name": "越南", "parent": "3956"},
+    "7073": {"name": "英属维尔京群岛", "parent": "3956"},
+    "7074": {"name": "美属维尔京群岛", "parent": "3956"},
+    "7075": {"name": "瓦利斯和富图纳", "parent": "3956"},
+    "7076": {"name": "西撒哈拉", "parent": "3956"},
+    "7077": {"name": "也门", "parent": "3956"},
+    "7078": {"name": "南斯拉夫", "parent": "3956"},
+    "7079": {"name": "赞比亚", "parent": "3956"},
+    "7080": {"name": "津巴布韦", "parent": "3956"},
+    "7081": {"name": "塞尔维亚", "parent": "3956"},
+    "7082": {"name": "雄安新区", "parent": "4"},
+    "7084": {"name": "天门市", "parent": "18"},
 }
 
-NM_SET = set([v["name"] for _,v in TBL.items()])
+NM_SET = set([v["name"] for _, v in TBL.items()])
+
 
 def get_names(id):
-    if not id or str(id).lower() == "none":return []
+    if not id or str(id).lower() == "none":
+        return []
     id = str(id)
-    if not re.match("[0-9]+$", id.strip()):return [id]
+    if not re.match("[0-9]+$", id.strip()):
+        return [id]
     nms = []
     d = TBL.get(id)
-    if not d:return[]
+    if not d:
+        return []
     nms.append(d["name"])
     p = get_names(d["parent"])
-    if p: nms.extend(p)
+    if p:
+        nms.extend(p)
     return nms
 
-import re
+
+
 def isName(nm):
-    if nm in NM_SET:return True
-    if nm + "市" in NM_SET:return True
-    if re.sub(r"(省|(回族|壮族|维吾尔)*自治区)$", "", nm) in NM_SET:return True
+    if nm in NM_SET:
+        return True
+    if nm + "市" in NM_SET:
+        return True
+    if re.sub(r"(省|(回族|壮族|维吾尔)*自治区)$", "", nm) in NM_SET:
+        return True
     return False

deepdoc/parser/resume/entities/schools.py

@@ -16,8 +16,11 @@ import json
 import re
 import copy
 import pandas as pd
+
 current_file_path = os.path.dirname(os.path.abspath(__file__))
-TBL = pd.read_csv(os.path.join(current_file_path, "res/schools.csv"), sep="\t", header=0).fillna("")
+TBL = pd.read_csv(
+    os.path.join(current_file_path, "res/schools.csv"), sep="\t", header=0
+).fillna("")
 TBL["name_en"] = TBL["name_en"].map(lambda x: x.lower().strip())
 GOOD_SCH = json.load(open(os.path.join(current_file_path, "res/good_sch.json"), "r"))
 GOOD_SCH = set([re.sub(r"[,. &（）()]+", "", c) for c in GOOD_SCH])
@@ -26,14 +29,15 @@ GOOD_SCH = set([re.sub(r"[,. &（）()]+", "", c) for c in GOOD_SCH])
 def loadRank(fnm):
     global TBL
     TBL["rank"] = 1000000
-    with open(fnm, "r", encoding='utf-8') as f:
+    with open(fnm, "r", encoding="utf-8") as f:
         while True:
-            l = f.readline()
-            if not l:break
-            l = l.strip("\n").split(",")
+            line = f.readline()
+            if not line:
+                break
+            line = line.strip("\n").split(",")
             try:
-                nm,rk = l[0].strip(),int(l[1])
-                #assert len(TBL[((TBL.name_cn == nm) | (TBL.name_en == nm))]),f"<{nm}>"
+                nm, rk = line[0].strip(), int(line[1])
+                # assert len(TBL[((TBL.name_cn == nm) | (TBL.name_en == nm))]),f"<{nm}>"
                 TBL.loc[((TBL.name_cn == nm) | (TBL.name_en == nm)), "rank"] = rk
             except Exception:
                 pass
@@ -44,27 +48,35 @@ loadRank(os.path.join(current_file_path, "res/school.rank.csv"))
 
 def split(txt):
     tks = []
-    for t in re.sub(r"[ \t]+", " ",txt).split():
-        if tks and re.match(r".*[a-zA-Z]$", tks[-1]) and \
-           re.match(r"[a-zA-Z]", t) and tks:
+    for t in re.sub(r"[ \t]+", " ", txt).split():
+        if (
+            tks
+            and re.match(r".*[a-zA-Z]$", tks[-1])
+            and re.match(r"[a-zA-Z]", t)
+            and tks
+        ):
             tks[-1] = tks[-1] + " " + t
-        else:tks.append(t)
+        else:
+            tks.append(t)
     return tks
 
 
 def select(nm):
     global TBL
-    if not nm:return 
-    if isinstance(nm, list):nm = str(nm[0])
+    if not nm:
+        return
+    if isinstance(nm, list):
+        nm = str(nm[0])
     nm = split(nm)[0]
     nm = str(nm).lower().strip()
     nm = re.sub(r"[(（][^()（）]+[)）]", "", nm.lower())
     nm = re.sub(r"(^the |[,.&（）();；·]+|^(英国|美国|瑞士))", "", nm)
     nm = re.sub(r"大学.*学院", "大学", nm)
     tbl = copy.deepcopy(TBL)
-    tbl["hit_alias"] = tbl["alias"].map(lambda x:nm in set(x.split("+")))
-    res = tbl[((tbl.name_cn == nm) | (tbl.name_en == nm) | (tbl.hit_alias == True))]
-    if res.empty:return
+    tbl["hit_alias"] = tbl["alias"].map(lambda x: nm in set(x.split("+")))
+    res = tbl[((tbl.name_cn == nm) | (tbl.name_en == nm) | tbl.hit_alias)]
+    if res.empty:
+        return
 
     return json.loads(res.to_json(orient="records"))[0]
 
@@ -74,4 +86,3 @@ def is_good(nm):
     nm = re.sub(r"[(（][^()（）]+[)）]", "", nm.lower())
     nm = re.sub(r"[''`‘’“”,. &（）();；]+", "", nm)
     return nm in GOOD_SCH
-

deepdoc/parser/resume/step_two.py

@@ -25,7 +25,8 @@ from xpinyin import Pinyin
 from contextlib import contextmanager
 
 
-class TimeoutException(Exception): pass
+class TimeoutException(Exception):
+    pass
 
 
 @contextmanager
@@ -50,8 +51,10 @@ def rmHtmlTag(line):
 
 
 def highest_degree(dg):
-    if not dg: return ""
-    if type(dg) == type(""): dg = [dg]
+    if not dg:
+        return ""
+    if isinstance(dg, str):
+        dg = [dg]
     m = {"初中": 0, "高中": 1, "中专": 2, "大专": 3, "专升本": 4, "本科": 5, "硕士": 6, "博士": 7, "博士后": 8}
     return sorted([(d, m.get(d, -1)) for d in dg], key=lambda x: x[1] * -1)[0][0]
 
@@ -68,10 +71,12 @@ def forEdu(cv):
     for ii, n in enumerate(sorted(cv["education_obj"], key=lambda x: x.get("start_time", "3"))):
         e = {}
         if n.get("end_time"):
-            if n["end_time"] > edu_end_dt: edu_end_dt = n["end_time"]
+            if n["end_time"] > edu_end_dt:
+                edu_end_dt = n["end_time"]
             try:
                 dt = n["end_time"]
-                if re.match(r"[0-9]{9,}", dt): dt = turnTm2Dt(dt)
+                if re.match(r"[0-9]{9,}", dt):
+                    dt = turnTm2Dt(dt)
                 y, m, d = getYMD(dt)
                 ed_dt.append(str(y))
                 e["end_dt_kwd"] = str(y)
@@ -80,7 +85,8 @@ def forEdu(cv):
         if n.get("start_time"):
             try:
                 dt = n["start_time"]
-                if re.match(r"[0-9]{9,}", dt): dt = turnTm2Dt(dt)
+                if re.match(r"[0-9]{9,}", dt):
+                    dt = turnTm2Dt(dt)
                 y, m, d = getYMD(dt)
                 st_dt.append(str(y))
                 e["start_dt_kwd"] = str(y)
@@ -89,13 +95,20 @@ def forEdu(cv):
 
         r = schools.select(n.get("school_name", ""))
         if r:
-            if str(r.get("type", "")) == "1": fea.append("211")
-            if str(r.get("type", "")) == "2": fea.append("211")
-            if str(r.get("is_abroad", "")) == "1": fea.append("留学")
-            if str(r.get("is_double_first", "")) == "1": fea.append("双一流")
-            if str(r.get("is_985", "")) == "1": fea.append("985")
-            if str(r.get("is_world_known", "")) == "1": fea.append("海外知名")
-            if r.get("rank") and cv["school_rank_int"] > r["rank"]: cv["school_rank_int"] = r["rank"]
+            if str(r.get("type", "")) == "1":
+                fea.append("211")
+            if str(r.get("type", "")) == "2":
+                fea.append("211")
+            if str(r.get("is_abroad", "")) == "1":
+                fea.append("留学")
+            if str(r.get("is_double_first", "")) == "1":
+                fea.append("双一流")
+            if str(r.get("is_985", "")) == "1":
+                fea.append("985")
+            if str(r.get("is_world_known", "")) == "1":
+                fea.append("海外知名")
+            if r.get("rank") and cv["school_rank_int"] > r["rank"]:
+                cv["school_rank_int"] = r["rank"]
 
         if n.get("school_name") and isinstance(n["school_name"], str):
             sch.append(re.sub(r"(211|985|重点大学|[,&;；-])", "", n["school_name"]))
@@ -106,22 +119,25 @@ def forEdu(cv):
             maj.append(n["discipline_name"])
             e["major_kwd"] = n["discipline_name"]
 
-        if not n.get("degree") and "985" in fea and not first_fea: n["degree"] = "1"
+        if not n.get("degree") and "985" in fea and not first_fea:
+            n["degree"] = "1"
 
         if n.get("degree"):
             d = degrees.get_name(n["degree"])
-            if d: e["degree_kwd"] = d
-            if d == "本科" and ("专科" in deg or "专升本" in deg or "中专" in deg or "大专" in deg or re.search(r"(成人|自考|自学考试)",
-                                                                                                     n.get(
-                                                                                                         "school_name",
-                                                                                                         ""))): d = "专升本"
-            if d: deg.append(d)
+            if d:
+                e["degree_kwd"] = d
+            if d == "本科" and ("专科" in deg or "专升本" in deg or "中专" in deg or "大专" in deg or re.search(r"(成人|自考|自学考试)", n.get("school_name",""))):
+                d = "专升本"
+            if d:
+                deg.append(d)
 
             # for first degree
             if not fdeg and d in ["中专", "专升本", "专科", "本科", "大专"]:
                 fdeg = [d]
-                if n.get("school_name"): fsch = [n["school_name"]]
-                if n.get("discipline_name"): fmaj = [n["discipline_name"]]
+                if n.get("school_name"):
+                    fsch = [n["school_name"]]
+                if n.get("discipline_name"):
+                    fmaj = [n["discipline_name"]]
                 first_fea = copy.deepcopy(fea)
 
         edu_nst.append(e)
@@ -140,16 +156,26 @@ def forEdu(cv):
     else:
         cv["sch_rank_kwd"].append("一般学校")
 
-    if edu_nst: cv["edu_nst"] = edu_nst
-    if fea: cv["edu_fea_kwd"] = list(set(fea))
-    if first_fea: cv["edu_first_fea_kwd"] = list(set(first_fea))
-    if maj: cv["major_kwd"] = maj
-    if fsch: cv["first_school_name_kwd"] = fsch
-    if fdeg: cv["first_degree_kwd"] = fdeg
-    if fmaj: cv["first_major_kwd"] = fmaj
-    if st_dt: cv["edu_start_kwd"] = st_dt
-    if ed_dt: cv["edu_end_kwd"] = ed_dt
-    if ed_dt: cv["edu_end_int"] = max([int(t) for t in ed_dt])
+    if edu_nst:
+        cv["edu_nst"] = edu_nst
+    if fea:
+        cv["edu_fea_kwd"] = list(set(fea))
+    if first_fea:
+        cv["edu_first_fea_kwd"] = list(set(first_fea))
+    if maj:
+        cv["major_kwd"] = maj
+    if fsch:
+        cv["first_school_name_kwd"] = fsch
+    if fdeg:
+        cv["first_degree_kwd"] = fdeg
+    if fmaj:
+        cv["first_major_kwd"] = fmaj
+    if st_dt:
+        cv["edu_start_kwd"] = st_dt
+    if ed_dt:
+        cv["edu_end_kwd"] = ed_dt
+    if ed_dt:
+        cv["edu_end_int"] = max([int(t) for t in ed_dt])
     if deg:
         if "本科" in deg and "专科" in deg:
             deg.append("专升本")
@@ -158,8 +184,10 @@ def forEdu(cv):
         cv["highest_degree_kwd"] = highest_degree(deg)
     if edu_end_dt:
         try:
-            if re.match(r"[0-9]{9,}", edu_end_dt): edu_end_dt = turnTm2Dt(edu_end_dt)
-            if edu_end_dt.strip("\n") == "至今": edu_end_dt = cv.get("updated_at_dt", str(datetime.date.today()))
+            if re.match(r"[0-9]{9,}", edu_end_dt):
+                edu_end_dt = turnTm2Dt(edu_end_dt)
+            if edu_end_dt.strip("\n") == "至今":
+                edu_end_dt = cv.get("updated_at_dt", str(datetime.date.today()))
             y, m, d = getYMD(edu_end_dt)
             cv["work_exp_flt"] = min(int(str(datetime.date.today())[0:4]) - int(y), cv.get("work_exp_flt", 1000))
         except Exception as e:
@@ -171,7 +199,8 @@ def forEdu(cv):
                 or not cv.get("degree_kwd"):
             for c in sch:
                 if schools.is_good(c):
-                    if "tag_kwd" not in cv: cv["tag_kwd"] = []
+                    if "tag_kwd" not in cv:
+                        cv["tag_kwd"] = []
                     cv["tag_kwd"].append("好学校")
                     cv["tag_kwd"].append("好学历")
                     break
@@ -180,28 +209,39 @@ def forEdu(cv):
             any([d.lower() in ["硕士", "博士", "mba", "博士"] for d in cv.get("degree_kwd", [])])) \
                 or all([d.lower() in ["硕士", "博士", "mba", "博士后"] for d in cv.get("degree_kwd", [])]) \
                 or any([d in ["mba", "emba", "博士后"] for d in cv.get("degree_kwd", [])]):
-            if "tag_kwd" not in cv: cv["tag_kwd"] = []
-            if "好学历" not in cv["tag_kwd"]: cv["tag_kwd"].append("好学历")
-
-    if cv.get("major_kwd"): cv["major_tks"] = rag_tokenizer.tokenize(" ".join(maj))
-    if cv.get("school_name_kwd"): cv["school_name_tks"] = rag_tokenizer.tokenize(" ".join(sch))
-    if cv.get("first_school_name_kwd"): cv["first_school_name_tks"] = rag_tokenizer.tokenize(" ".join(fsch))
-    if cv.get("first_major_kwd"): cv["first_major_tks"] = rag_tokenizer.tokenize(" ".join(fmaj))
+            if "tag_kwd" not in cv:
+                cv["tag_kwd"] = []
+            if "好学历" not in cv["tag_kwd"]:
+                cv["tag_kwd"].append("好学历")
+
+    if cv.get("major_kwd"):
+        cv["major_tks"] = rag_tokenizer.tokenize(" ".join(maj))
+    if cv.get("school_name_kwd"):
+        cv["school_name_tks"] = rag_tokenizer.tokenize(" ".join(sch))
+    if cv.get("first_school_name_kwd"):
+        cv["first_school_name_tks"] = rag_tokenizer.tokenize(" ".join(fsch))
+    if cv.get("first_major_kwd"):
+        cv["first_major_tks"] = rag_tokenizer.tokenize(" ".join(fmaj))
 
     return cv
 
 
 def forProj(cv):
-    if not cv.get("project_obj"): return cv
+    if not cv.get("project_obj"):
+        return cv
 
     pro_nms, desc = [], []
     for i, n in enumerate(
-            sorted(cv.get("project_obj", []), key=lambda x: str(x.get("updated_at", "")) if type(x) == type({}) else "",
+            sorted(cv.get("project_obj", []), key=lambda x: str(x.get("updated_at", "")) if isinstance(x, dict) else "",
                    reverse=True)):
-        if n.get("name"): pro_nms.append(n["name"])
-        if n.get("describe"): desc.append(str(n["describe"]))
-        if n.get("responsibilities"): desc.append(str(n["responsibilities"]))
-        if n.get("achivement"): desc.append(str(n["achivement"]))
+        if n.get("name"):
+            pro_nms.append(n["name"])
+        if n.get("describe"):
+            desc.append(str(n["describe"]))
+        if n.get("responsibilities"):
+            desc.append(str(n["responsibilities"]))
+        if n.get("achivement"):
+            desc.append(str(n["achivement"]))
 
     if pro_nms:
         # cv["pro_nms_tks"] = rag_tokenizer.tokenize(" ".join(pro_nms))
@@ -233,15 +273,16 @@ def forWork(cv):
     work_st_tm = ""
     corp_tags = []
     for i, n in enumerate(
-            sorted(cv.get("work_obj", []), key=lambda x: str(x.get("start_time", "")) if type(x) == type({}) else "",
+            sorted(cv.get("work_obj", []), key=lambda x: str(x.get("start_time", "")) if isinstance(x, dict) else "",
                    reverse=True)):
-        if type(n) == type(""):
+        if isinstance(n, str):
             try:
                 n = json_loads(n)
             except Exception:
                 continue
 
-        if n.get("start_time") and (not work_st_tm or n["start_time"] < work_st_tm): work_st_tm = n["start_time"]
+        if n.get("start_time") and (not work_st_tm or n["start_time"] < work_st_tm):
+            work_st_tm = n["start_time"]
         for c in flds:
             if not n.get(c) or str(n[c]) == '0':
                 fea[c].append("")
@@ -262,14 +303,18 @@ def forWork(cv):
             fea[c].append(rmHtmlTag(str(n[c]).lower()))
 
         y, m, d = getYMD(n.get("start_time"))
-        if not y or not m: continue
+        if not y or not m:
+            continue
         st = "%s-%02d-%02d" % (y, int(m), int(d))
         latest_job_tm = st
 
         y, m, d = getYMD(n.get("end_time"))
-        if (not y or not m) and i > 0: continue
-        if not y or not m or int(y) > 2022:  y, m, d = getYMD(str(n.get("updated_at", "")))
-        if not y or not m: continue
+        if (not y or not m) and i > 0:
+            continue
+        if not y or not m or int(y) > 2022:
+            y, m, d = getYMD(str(n.get("updated_at", "")))
+        if not y or not m:
+            continue
         ed = "%s-%02d-%02d" % (y, int(m), int(d))
 
         try:
@@ -279,22 +324,28 @@ def forWork(cv):
 
         if n.get("scale"):
             r = re.search(r"^([0-9]+)", str(n["scale"]))
-            if r: scales.append(int(r.group(1)))
+            if r:
+                scales.append(int(r.group(1)))
 
     if goodcorp:
-        if "tag_kwd" not in cv: cv["tag_kwd"] = []
+        if "tag_kwd" not in cv:
+            cv["tag_kwd"] = []
         cv["tag_kwd"].append("好公司")
     if goodcorp_:
-        if "tag_kwd" not in cv: cv["tag_kwd"] = []
+        if "tag_kwd" not in cv:
+            cv["tag_kwd"] = []
         cv["tag_kwd"].append("好公司(曾)")
 
     if corp_tags:
-        if "tag_kwd" not in cv: cv["tag_kwd"] = []
+        if "tag_kwd" not in cv:
+            cv["tag_kwd"] = []
         cv["tag_kwd"].extend(corp_tags)
         cv["corp_tag_kwd"] = [c for c in corp_tags if re.match(r"(综合|行业)", c)]
 
-    if latest_job_tm: cv["latest_job_dt"] = latest_job_tm
-    if fea["corporation_id"]: cv["corporation_id"] = fea["corporation_id"]
+    if latest_job_tm:
+        cv["latest_job_dt"] = latest_job_tm
+    if fea["corporation_id"]:
+        cv["corporation_id"] = fea["corporation_id"]
 
     if fea["position_name"]:
         cv["position_name_tks"] = rag_tokenizer.tokenize(fea["position_name"][0])
@@ -317,18 +368,23 @@ def forWork(cv):
         cv["responsibilities_ltks"] = rag_tokenizer.tokenize(fea["responsibilities"][0])
         cv["resp_ltks"] = rag_tokenizer.tokenize(" ".join(fea["responsibilities"][1:]))
 
-    if fea["subordinates_count"]: fea["subordinates_count"] = [int(i) for i in fea["subordinates_count"] if
+    if fea["subordinates_count"]:
+        fea["subordinates_count"] = [int(i) for i in fea["subordinates_count"] if
                                                                re.match(r"[^0-9]+$", str(i))]
-    if fea["subordinates_count"]: cv["max_sub_cnt_int"] = np.max(fea["subordinates_count"])
+    if fea["subordinates_count"]:
+        cv["max_sub_cnt_int"] = np.max(fea["subordinates_count"])
 
-    if type(cv.get("corporation_id")) == type(1): cv["corporation_id"] = [str(cv["corporation_id"])]
-    if not cv.get("corporation_id"): cv["corporation_id"] = []
+    if isinstance(cv.get("corporation_id"), int):
+        cv["corporation_id"] = [str(cv["corporation_id"])]
+    if not cv.get("corporation_id"):
+        cv["corporation_id"] = []
     for i in cv.get("corporation_id", []):
         cv["baike_flt"] = max(corporations.baike(i), cv["baike_flt"] if "baike_flt" in cv else 0)
 
     if work_st_tm:
         try:
-            if re.match(r"[0-9]{9,}", work_st_tm): work_st_tm = turnTm2Dt(work_st_tm)
+            if re.match(r"[0-9]{9,}", work_st_tm):
+                work_st_tm = turnTm2Dt(work_st_tm)
             y, m, d = getYMD(work_st_tm)
             cv["work_exp_flt"] = min(int(str(datetime.date.today())[0:4]) - int(y), cv.get("work_exp_flt", 1000))
         except Exception as e:
@@ -339,28 +395,37 @@ def forWork(cv):
         cv["dua_flt"] = np.mean(duas)
         cv["cur_dua_int"] = duas[0]
         cv["job_num_int"] = len(duas)
-    if scales: cv["scale_flt"] = np.max(scales)
+    if scales:
+        cv["scale_flt"] = np.max(scales)
     return cv
 
 
 def turnTm2Dt(b):
-    if not b: return
+    if not b:
+        return
     b = str(b).strip()
-    if re.match(r"[0-9]{10,}", b): b = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(b[:10])))
+    if re.match(r"[0-9]{10,}", b):
+        b = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(b[:10])))
     return b
 
 
 def getYMD(b):
     y, m, d = "", "", "01"
-    if not b: return (y, m, d)
+    if not b:
+        return (y, m, d)
     b = turnTm2Dt(b)
-    if re.match(r"[0-9]{4}", b): y = int(b[:4])
+    if re.match(r"[0-9]{4}", b):
+        y = int(b[:4])
     r = re.search(r"[0-9]{4}.?([0-9]{1,2})", b)
-    if r: m = r.group(1)
+    if r:
+        m = r.group(1)
     r = re.search(r"[0-9]{4}.?[0-9]{,2}.?([0-9]{1,2})", b)
-    if r: d = r.group(1)
-    if not d or int(d) == 0 or int(d) > 31: d = "1"
-    if not m or int(m) > 12 or int(m) < 1: m = "1"
+    if r:
+        d = r.group(1)
+    if not d or int(d) == 0 or int(d) > 31:
+        d = "1"
+    if not m or int(m) > 12 or int(m) < 1:
+        m = "1"
     return (y, m, d)
 
 
@@ -369,7 +434,8 @@ def birth(cv):
         cv["integerity_flt"] *= 0.9
         return cv
     y, m, d = getYMD(cv["birth"])
-    if not m or not y: return cv
+    if not m or not y:
+        return cv
     b = "%s-%02d-%02d" % (y, int(m), int(d))
     cv["birth_dt"] = b
     cv["birthday_kwd"] = "%02d%02d" % (int(m), int(d))
@@ -380,7 +446,8 @@ def birth(cv):
 
 def parse(cv):
     for k in cv.keys():
-        if cv[k] == '\\N': cv[k] = ''
+        if cv[k] == '\\N':
+            cv[k] = ''
     # cv = cv.asDict()
     tks_fld = ["address", "corporation_name", "discipline_name", "email", "expect_city_names",
                "expect_industry_name", "expect_position_name", "industry_name", "industry_names", "name",
@@ -402,9 +469,12 @@ def parse(cv):
 
     rmkeys = []
     for k in cv.keys():
-        if cv[k] is None: rmkeys.append(k)
-        if (type(cv[k]) == type([]) or type(cv[k]) == type("")) and len(cv[k]) == 0: rmkeys.append(k)
-    for k in rmkeys: del cv[k]
+        if cv[k] is None:
+            rmkeys.append(k)
+        if (isinstance(cv[k], list) or isinstance(cv[k], str)) and len(cv[k]) == 0:
+            rmkeys.append(k)
+    for k in rmkeys:
+        del cv[k]
 
     integerity = 0.
     flds_num = 0.
@@ -414,7 +484,8 @@ def parse(cv):
         flds_num += len(flds)
         for f in flds:
             v = str(cv.get(f, ""))
-            if len(v) > 0 and v != '0' and v != '[]': integerity += 1
+            if len(v) > 0 and v != '0' and v != '[]':
+                integerity += 1
 
     hasValues(tks_fld)
     hasValues(small_tks_fld)
@@ -433,7 +504,8 @@ def parse(cv):
                      (r"[ （）\(\)人/·0-9-]+", ""),
                      (r".*(元|规模|于|=|北京|上海|至今|中国|工资|州|shanghai|强|餐饮|融资|职).*", "")]:
             cv["corporation_type"] = re.sub(p, r, cv["corporation_type"], 1000, re.IGNORECASE)
-        if len(cv["corporation_type"]) < 2: del cv["corporation_type"]
+        if len(cv["corporation_type"]) < 2:
+            del cv["corporation_type"]
 
     if cv.get("political_status"):
         for p, r in [
@@ -441,9 +513,11 @@ def parse(cv):
             (r".*(无党派|公民).*", "群众"),
             (r".*团员.*", "团员")]:
             cv["political_status"] = re.sub(p, r, cv["political_status"])
-        if not re.search(r"[党团群]", cv["political_status"]): del cv["political_status"]
+        if not re.search(r"[党团群]", cv["political_status"]):
+            del cv["political_status"]
 
-    if cv.get("phone"): cv["phone"] = re.sub(r"^0*86([0-9]{11})", r"\1", re.sub(r"[^0-9]+", "", cv["phone"]))
+    if cv.get("phone"):
+        cv["phone"] = re.sub(r"^0*86([0-9]{11})", r"\1", re.sub(r"[^0-9]+", "", cv["phone"]))
 
     keys = list(cv.keys())
     for k in keys:
@@ -454,9 +528,11 @@ def parse(cv):
                 cv[k] = [a for _, a in cv[k].items()]
                 nms = []
                 for n in cv[k]:
-                    if type(n) != type({}) or "name" not in n or not n.get("name"): continue
+                    if not isinstance(n, dict) or "name" not in n or not n.get("name"):
+                        continue
                     n["name"] = re.sub(r"(（442）|\t )", "", n["name"]).strip().lower()
-                    if not n["name"]: continue
+                    if not n["name"]:
+                        continue
                     nms.append(n["name"])
                 if nms:
                     t = k[:-4]
@@ -469,15 +545,18 @@ def parse(cv):
         # tokenize fields
         if k in tks_fld:
             cv[f"{k}_tks"] = rag_tokenizer.tokenize(cv[k])
-            if k in small_tks_fld: cv[f"{k}_sm_tks"] = rag_tokenizer.tokenize(cv[f"{k}_tks"])
+            if k in small_tks_fld:
+                cv[f"{k}_sm_tks"] = rag_tokenizer.tokenize(cv[f"{k}_tks"])
 
         # keyword fields
-        if k in kwd_fld: cv[f"{k}_kwd"] = [n.lower()
+        if k in kwd_fld:
+            cv[f"{k}_kwd"] = [n.lower()
                                            for n in re.split(r"[\t,，；;. ]",
                                                              re.sub(r"([^a-zA-Z])[ ]+([^a-zA-Z ])", r"\1，\2", cv[k])
                                                              ) if n]
 
-        if k in num_fld and cv.get(k): cv[f"{k}_int"] = cv[k]
+        if k in num_fld and cv.get(k):
+            cv[f"{k}_int"] = cv[k]
 
     cv["email_kwd"] = cv.get("email_tks", "").replace(" ", "")
     # for name field
@@ -501,10 +580,12 @@ def parse(cv):
         cv["name_py_pref0_tks"] = ""
         cv["name_py_pref_tks"] = ""
         for py in PY.get_pinyins(nm[:20], ''):
-            for i in range(2, len(py) + 1): cv["name_py_pref_tks"] += " " + py[:i]
+            for i in range(2, len(py) + 1):
+                cv["name_py_pref_tks"] += " " + py[:i]
         for py in PY.get_pinyins(nm[:20], ' '):
             py = py.split()
-            for i in range(1, len(py) + 1): cv["name_py_pref0_tks"] += " " + "".join(py[:i])
+            for i in range(1, len(py) + 1):
+                cv["name_py_pref0_tks"] += " " + "".join(py[:i])
 
         cv["name_kwd"] = name
         cv["name_pinyin_kwd"] = PY.get_pinyins(nm[:20], ' ')[:3]
@@ -526,22 +607,30 @@ def parse(cv):
         cv["updated_at_dt"] = cv["updated_at"].strftime('%Y-%m-%d %H:%M:%S')
     else:
         y, m, d = getYMD(str(cv.get("updated_at", "")))
-        if not y: y = "2012"
-        if not m: m = "01"
-        if not d: d = "01"
+        if not y:
+            y = "2012"
+        if not m:
+            m = "01"
+        if not d:
+            d = "01"
         cv["updated_at_dt"] = "%s-%02d-%02d 00:00:00" % (y, int(m), int(d))
         # long text tokenize
 
-    if cv.get("responsibilities"): cv["responsibilities_ltks"] = rag_tokenizer.tokenize(rmHtmlTag(cv["responsibilities"]))
+    if cv.get("responsibilities"):
+        cv["responsibilities_ltks"] = rag_tokenizer.tokenize(rmHtmlTag(cv["responsibilities"]))
 
     # for yes or no field
     fea = []
     for f, y, n in is_fld:
-        if f not in cv: continue
-        if cv[f] == '是': fea.append(y)
-        if cv[f] == '否': fea.append(n)
+        if f not in cv:
+            continue
+        if cv[f] == '是':
+            fea.append(y)
+        if cv[f] == '否':
+            fea.append(n)
 
-    if fea: cv["tag_kwd"] = fea
+    if fea:
+        cv["tag_kwd"] = fea
 
     cv = forEdu(cv)
     cv = forProj(cv)
@@ -550,9 +639,11 @@ def parse(cv):
 
     cv["corp_proj_sch_deg_kwd"] = [c for c in cv.get("corp_tag_kwd", [])]
     for i in range(len(cv["corp_proj_sch_deg_kwd"])):
-        for j in cv.get("sch_rank_kwd", []): cv["corp_proj_sch_deg_kwd"][i] += "+" + j
+        for j in cv.get("sch_rank_kwd", []):
+            cv["corp_proj_sch_deg_kwd"][i] += "+" + j
     for i in range(len(cv["corp_proj_sch_deg_kwd"])):
-        if cv.get("highest_degree_kwd"): cv["corp_proj_sch_deg_kwd"][i] += "+" + cv["highest_degree_kwd"]
+        if cv.get("highest_degree_kwd"):
+            cv["corp_proj_sch_deg_kwd"][i] += "+" + cv["highest_degree_kwd"]
 
     try:
         if not cv.get("work_exp_flt") and cv.get("work_start_time"):
@@ -565,17 +656,21 @@ def parse(cv):
                 cv["work_exp_flt"] = int(str(datetime.date.today())[0:4]) - int(y)
     except Exception as e:
         logging.exception("parse {} ==> {}".format(e, cv.get("work_start_time")))
-    if "work_exp_flt" not in cv and cv.get("work_experience", 0): cv["work_exp_flt"] = int(cv["work_experience"]) / 12.
+    if "work_exp_flt" not in cv and cv.get("work_experience", 0):
+        cv["work_exp_flt"] = int(cv["work_experience"]) / 12.
 
     keys = list(cv.keys())
     for k in keys:
-        if not re.search(r"_(fea|tks|nst|dt|int|flt|ltks|kwd|id)$", k): del cv[k]
+        if not re.search(r"_(fea|tks|nst|dt|int|flt|ltks|kwd|id)$", k):
+            del cv[k]
     for k in cv.keys():
-        if not re.search("_(kwd|id)$", k) or type(cv[k]) != type([]): continue
+        if not re.search("_(kwd|id)$", k) or not isinstance(cv[k], list):
+            continue
         cv[k] = list(set([re.sub("(市)$", "", str(n)) for n in cv[k] if n not in ['中国', '0']]))
     keys = [k for k in cv.keys() if re.search(r"_feas*$", k)]
     for k in keys:
-        if cv[k] <= 0: del cv[k]
+        if cv[k] <= 0:
+            del cv[k]
 
     cv["tob_resume_id"] = str(cv["tob_resume_id"])
     cv["id"] = cv["tob_resume_id"]
@@ -592,5 +687,6 @@ def dealWithInt64(d):
     if isinstance(d, list):
         d = [dealWithInt64(t) for t in d]
 
-    if isinstance(d, np.integer): d = int(d)
+    if isinstance(d, np.integer):
+        d = int(d)
     return d