From 2f08f9822ed9374ccbf42e5b7b59d353b0f491f0 Mon Sep 17 00:00:00 2001
From: jackluson <18219112108@163.com>
Date: Wed, 2 Nov 2022 00:44:18 +0800
Subject: [PATCH] refactor: decople code

---
 main.py                      |  2 +-
 src/acquire_fund_base.py     | 13 +++--
 src/acquire_fund_quarter.py  | 17 ++++---
 src/acquire_fund_snapshot.py | 41 ++++-----------
 src/crud/query.py            | 15 +++++-
 src/fund_info/crawler.py     | 51 ++++++++++---------
 src/fund_info/tiantian.py    |  5 +-
 src/fund_statistic.py        | 13 +++--
 src/fund_strategy.py         | 10 ++--
 src/models/fund.py           | 22 ++++++--
 src/models/manager.py        |  8 +--
 src/models/quarter.py        | 14 +++++-
 src/utils/driver.py          | 47 +++++++++++++++++
 src/utils/file_op.py         | 86 ++++++++++++++++++++++++++++++-
 src/utils/index.py           | 98 +++---------------------------------
 src/utils/login.py           | 27 ++++------
 16 files changed, 274 insertions(+), 195 deletions(-)
 create mode 100644 src/utils/driver.py

diff --git a/main.py b/main.py
index 594ace0..8437778 100644
--- a/main.py
+++ b/main.py
@@ -34,7 +34,7 @@ def main():
         10.“高分基金”\n \
     输入：")
     if input_value == '1':
-        page_index = 0
+        page_index = 1
         get_fund_list(page_index)  # 执行申万行业信息入库
     elif input_value == '2':
         acquire_fund_base()  # 执行行业股票信息入库
diff --git a/src/acquire_fund_base.py b/src/acquire_fund_base.py
index 2b46fed..e27a928 100644
--- a/src/acquire_fund_base.py
+++ b/src/acquire_fund_base.py
@@ -8,12 +8,15 @@ Author: luxuemin2108@gmail.com
 Copyright (c) 2020 Camel Lu
 '''
 from threading import Lock
-from utils.login import login_morning_star
-from utils.index import bootstrap_thread
+
 from fund_info.crawler import FundSpider
 from lib.mysnowflake import IdWorker
-from sql_model.fund_query import FundQuery
 from sql_model.fund_insert import FundInsert
+from sql_model.fund_query import FundQuery
+from utils.driver import create_chrome_driver
+from utils.index import bootstrap_thread
+from utils.login import login_morning_star
+
 
 def acquire_fund_base():
     lock = Lock()
@@ -30,7 +33,9 @@ def acquire_fund_base():
 
     def crawlData(start, end):
         login_url = 'https://www.morningstar.cn/membership/signin.aspx'
-        chrome_driver = login_morning_star(login_url, False)
+        chrome_driver = create_chrome_driver()
+        login_morning_star(chrome_driver, login_url, False)
+        
         page_start = start
         page_limit = 10
         # 遍历从基金列表的单支基金
diff --git a/src/acquire_fund_quarter.py b/src/acquire_fund_quarter.py
index eba4f35..eaae8f4 100644
--- a/src/acquire_fund_quarter.py
+++ b/src/acquire_fund_quarter.py
@@ -9,18 +9,20 @@ Author: luxuemin2108@gmail.com
 Copyright (c) 2020 Camel Lu
 '''
 
+from pprint import pprint
 from threading import Lock, current_thread
 from time import sleep, time
-from pprint import pprint
-from fund_info.crawler import FundSpider
+
 from fund_info.api import FundApier
+from fund_info.crawler import FundSpider
 from fund_info.csv import FundCSV
 from lib.mysnowflake import IdWorker
-from utils.login import login_morning_star
-from utils.index import bootstrap_thread
-from sql_model.fund_query import FundQuery
-from sql_model.fund_insert import FundInsert
 from models.manager import Manager, ManagerAssoc
+from sql_model.fund_insert import FundInsert
+from sql_model.fund_query import FundQuery
+from utils.driver import create_chrome_driver
+from utils.index import bootstrap_thread
+from utils.login import login_morning_star
 
 # 利用api获取同类基金的资产
 
@@ -48,7 +50,8 @@ def acquire_fund_quarter():
 
     def crawlData(start, end):
         login_url = 'https://www.morningstar.cn/membership/signin.aspx'
-        chrome_driver = login_morning_star(login_url, False)
+        chrome_driver = create_chrome_driver()
+        login_morning_star(chrome_driver, login_url, False)
         page_start = start
         page_limit = 10
         try:
diff --git a/src/acquire_fund_snapshot.py b/src/acquire_fund_snapshot.py
index e7dc3ef..3396708 100644
--- a/src/acquire_fund_snapshot.py
+++ b/src/acquire_fund_snapshot.py
@@ -19,46 +19,25 @@ from time import sleep
 import pandas as pd
 from bs4 import BeautifulSoup
 from selenium.webdriver.support.ui import WebDriverWait
+from selenium.webdriver.common.by import By
 
 from db.connect import connect
 from lib.mysnowflake import IdWorker
-from utils.index import get_star_count, bootstrap_thread
+from utils.index import get_star_count
 from utils.login import login_morning_star
+from utils.driver import create_chrome_driver, text_to_be_present_in_element
 
 connect_instance = connect()
 cursor = connect_instance.cursor()
 
 
-
-def text_to_be_present_in_element(locator, text, next_page_locator):
-    """ An expectation for checking if the given text is present in the
-    specified element.
-    locator, text -- 判读是否当前页一致，没有的话，切换上一页，下一页操作
-    """
-    def _predicate(driver):
-        try:
-            element_text = driver.find_element_by_xpath(locator).text
-            if int(element_text) != int(text):
-                # 跳转指定的js执行代码
-                js_content = "javascript:__doPostBack('ctl00$cphMain$AspNetPager1','{}')".format(
-                    text)
-                execute_return = driver.execute_script(js_content)
-                print('execute_return', execute_return)
-                sleep(5)
-
-            return text == element_text
-        except:
-            return False
-
-    return _predicate
-
-
 def get_fund_list(page_index):
     morning_fund_selector_url = "https://www.morningstar.cn/fundselect/default.aspx"
-    chrome_driver = login_morning_star(morning_fund_selector_url, False)
+    chrome_driver = create_chrome_driver()
+    login_morning_star(chrome_driver, morning_fund_selector_url, False)
 
     page_count = 25 # 晨星固定分页数
-    page_total = math.ceil(int(chrome_driver.find_element_by_xpath(
+    page_total = math.ceil(int(chrome_driver.find_element(By.XPATH,
         '/html/body/form/div[8]/div/div[4]/div[3]/div[2]/span').text) / page_count)
     result_dir = './output/'
     output_head = '代码' + ',' + '晨星专属号' + ',' + '名称' + ',' + \
@@ -121,8 +100,8 @@ def get_fund_list(page_index):
                 # 基金分类
                 fund_cat.append(tds_text[2].string)
                 index = str(tr_index * 2 + 2 + i)
-                rating_3_img_ele_xpath = chrome_driver.find_element_by_xpath('//*[@id="ctl00_cphMain_gridResult"]/tbody/tr[' + index + ']/td[5]/img')
-                rating_5_img_ele_xpath = chrome_driver.find_element_by_xpath('//*[@id="ctl00_cphMain_gridResult"]/tbody/tr[' + index + ']/td[6]/img')
+                rating_3_img_ele_xpath = chrome_driver.find_element(By.XPATH, '//*[@id="ctl00_cphMain_gridResult"]/tbody/tr[' + index + ']/td[5]/img')
+                rating_5_img_ele_xpath = chrome_driver.find_element(By.XPATH, '//*[@id="ctl00_cphMain_gridResult"]/tbody/tr[' + index + ']/td[6]/img')
                 # 三年评级 //*[@id="ctl00_cphMain_gridResult"]/tbody/tr[2]/td[7]/img
                 # rating = None
                 rating_3_img_ele = tds_text[3].find_all('img')[0]
@@ -156,7 +135,7 @@ def get_fund_list(page_index):
                 csv_file.write(output_line)
 
         # 获取下一页元素
-        next_page = chrome_driver.find_element_by_xpath(
+        next_page = chrome_driver.find_element(By.XPATH,
             xpath_str)
         # 点击下一页
         next_page.click()
@@ -168,5 +147,5 @@ def get_fund_list(page_index):
 
 
 if __name__ == "__main__":
-    page_index = 1
+    page_index = 127
     fund_list = get_fund_list(page_index)
diff --git a/src/crud/query.py b/src/crud/query.py
index ba87a45..806c98a 100644
--- a/src/crud/query.py
+++ b/src/crud/query.py
@@ -9,9 +9,11 @@ Copyright (c) 2022 Camel Lu
 '''
 
 import sys
+
 sys.path.append('./src')
-from sqlalchemy.orm import Session
 from sqlalchemy import and_
+from sqlalchemy.orm import Session
+
 from models.fund import FundBase, FundQuarter
 from models.manager import ManagerAssoc
 from models.var import engine
@@ -35,6 +37,17 @@ def query_high_score_funds(quarter_index):
     ).filter(rule).all()
     return res
 
+def query_all_fund():
+    all_funds = session.query(FundBase).all()
+    all_fund_dict = {}
+    for fund in all_funds:
+        all_fund_dict[fund.fund_code] = {
+            'fund_code': fund.fund_code,
+            'morning_star_code': fund.morning_star_code,
+            'fund_name': fund.fund_name,
+            'fund_cat': fund.fund_cat,
+        }
+    return all_fund_dict
 
 if __name__ == '__main__':
     quarter_index = '2022-Q2'
diff --git a/src/fund_info/crawler.py b/src/fund_info/crawler.py
index 1b40f7b..b89af58 100644
--- a/src/fund_info/crawler.py
+++ b/src/fund_info/crawler.py
@@ -10,8 +10,9 @@ Copyright (c) 2020 Camel Lu
 
 import re
 from datetime import datetime, timedelta, date
-from time import sleep, time
+from time import sleep
 from utils.index import get_star_count, get_quarter_index, get_last_quarter_str
+from selenium.webdriver.common.by import By
 from selenium.common.exceptions import NoSuchElementException
 
 
@@ -73,8 +74,8 @@ class FundSpider:
 
     def get_element_text_by_class_name(self, class_name, parent_id):
         try:
-            text = self._chrome_driver.find_element_by_id(
-                parent_id).find_element_by_class_name(class_name).text
+            text = self._chrome_driver.find_element(By.ID, 
+                parent_id).find_element(By.CLASS_NAME, class_name).text
             return text if text != '-' else None
         except NoSuchElementException:
             self._is_trigger_catch = True
@@ -90,7 +91,7 @@ class FundSpider:
 
     def get_element_text_by_id(self, id):
         try:
-            text = self._chrome_driver.find_element_by_id(
+            text = self._chrome_driver.find_element(By.ID, 
                 id).text
             return text if text != '-' else None
         except NoSuchElementException:
@@ -108,10 +109,10 @@ class FundSpider:
         try:
             text = '-'
             if parent_el == None:
-                text = self._chrome_driver.find_element_by_xpath(xpath).text if parent_id == None else self._chrome_driver.find_element_by_id(
-                    parent_id).find_element_by_xpath(xpath).text
+                text = self._chrome_driver.find_element(By.XPATH, xpath).text if parent_id == None else self._chrome_driver.find_element(By.ID, 
+                    parent_id).find_element(By.XPATH, xpath).text
             else:
-                text = parent_el.find_element_by_xpath(xpath).text
+                text = parent_el.find_element(By.XPATH, xpath).text
             return text if text != '-' else None
         except NoSuchElementException:
             self._is_trigger_catch = True
@@ -138,12 +139,12 @@ class FundSpider:
 
     # 获取基金经理信息（多位在任基金经理，只需第一位）
     def get_fund_manager_info(self):
-        manager_ele_list = self._chrome_driver.find_element_by_id(
+        manager_ele_list = self._chrome_driver.find_element(By.ID, 
             'qt_manager').find_elements_by_xpath("ul")
         for manager_ele in manager_ele_list:
             try:
                 # 基金经理
-                manager_name = manager_ele.find_element_by_xpath(
+                manager_name = manager_ele.find_element(By.XPATH, 
                     "li[@class='col1']/a").text
                 # 仅仅记录目前在职的
                 if '[离任]' in manager_name:
@@ -151,14 +152,14 @@ class FundSpider:
                 manager = dict()
                 manager['name'] = manager_name
                 manager_id = re.findall(
-                    r'(?<=managerid=)(\w+)$', manager_ele.find_element_by_xpath("li[@class='col1']/a").get_attribute('href')).pop(0)
+                    r'(?<=managerid=)(\w+)$', manager_ele.find_element(By.XPATH, "li[@class='col1']/a").get_attribute('href')).pop(0)
 
                 if not manager_id:
                     continue
                 manager['manager_id'] = manager_id
-                manager['manager_start_date'] = manager_ele.find_element_by_xpath(
+                manager['manager_start_date'] = manager_ele.find_element(By.XPATH, 
                     "li[@class='col1']/i").text[0:10]
-                manager['brife'] = manager_ele.find_element_by_xpath(
+                manager['brife'] = manager_ele.find_element(By.XPATH, 
                     "li[@class='col2']").text
                 self.manager_list.append(manager)
 
@@ -172,14 +173,14 @@ class FundSpider:
 
     def get_fund_morning_rating(self):
         try:
-            qt_el = self._chrome_driver.find_element_by_id('qt_star')
-            rating_3_img_ele = qt_el.find_element_by_xpath(
+            qt_el = self._chrome_driver.find_element(By.ID, 'qt_star')
+            rating_3_img_ele = qt_el.find_element(By.XPATH, 
                 "//li[@class='star3']/img")
             rating_3_src = rating_3_img_ele.get_attribute('src')
-            rating_5_img_ele = qt_el.find_element_by_xpath(
+            rating_5_img_ele = qt_el.find_element(By.XPATH, 
                 "//li[@class='star5']/img")
             rating_5_src = rating_5_img_ele.get_attribute('src')
-            rating_10_img_ele = qt_el.find_element_by_xpath(
+            rating_10_img_ele = qt_el.find_element(By.XPATH, 
                 "//li[@class='star10']/img")
             rating_10_src = rating_10_img_ele.get_attribute('src')
 
@@ -219,14 +220,14 @@ class FundSpider:
 
     def get_fund_qt_rating(self):
         try:
-            qt_el = self._chrome_driver.find_element_by_id('qt_rating')
-            rating_2_src = qt_el.find_element_by_xpath(
+            qt_el = self._chrome_driver.find_element(By.ID, 'qt_rating')
+            rating_2_src = qt_el.find_element(By.XPATH, 
                 "//li[5]/img").get_attribute('src')
-            rating_3_src = qt_el.find_element_by_xpath(
+            rating_3_src = qt_el.find_element(By.XPATH, 
                 "li[6]/img").get_attribute('src')
-            rating_5_src = qt_el.find_element_by_xpath(
+            rating_5_src = qt_el.find_element(By.XPATH, 
                 "li[7]/img").get_attribute('src')
-            rating_10_src = qt_el.find_element_by_xpath(
+            rating_10_src = qt_el.find_element(By.XPATH, 
                 "li[8]/img").get_attribute('src')
             # //*[@id="qt_rating"]/li[6]/img
             rating_2 = re.findall(
@@ -291,8 +292,8 @@ class FundSpider:
         self.bond_position["five"] = five_bond_position
 
         # 获取标准差
-        # standard_deviation = self._chrome_driver.find_element_by_id(
-        #     "qt_risk").find_element_by_xpath('li[16]').text
+        # standard_deviation = self._chrome_driver.find_element(By.ID, 
+        #     "qt_risk").find_element(By.XPATH, 'li[16]').text
         standard_deviation = self.get_element_text_by_xpath(
             'li[16]', 'qt_risk')
         if standard_deviation != None:
@@ -321,8 +322,8 @@ class FundSpider:
 
     def get_asset_composition_info(self):
         # 判断是否含有股票持仓
-        li_elements = self._chrome_driver.find_element_by_id(
-            'qt_stock').find_elements_by_xpath("li")
+        li_elements = self._chrome_driver.find_element(By.ID, 
+            'qt_stock').find_elements(By.XPATH ,"li")
         for index in range(4, len(li_elements) - 1, 4):
             temp_stock_info = dict()  # 一只股票信息
             stock_base = re.split('\.|\s', li_elements[index].text)
diff --git a/src/fund_info/tiantian.py b/src/fund_info/tiantian.py
index 55de72f..942b54b 100644
--- a/src/fund_info/tiantian.py
+++ b/src/fund_info/tiantian.py
@@ -9,6 +9,7 @@ Copyright (c) 2021 Camel Lu
 '''
 import requests
 from selenium import webdriver
+from selenium.webdriver.common.by import By
 
 
 chrome_options = webdriver.ChromeOptions()
@@ -23,7 +24,7 @@ def get_tiantian_fund_list(chrome_driver):
   # # print("res", res.text)
 
   chrome_driver.get(fund_list_url)
-  fund_list_code_str =  chrome_driver.find_element_by_tag_name("pre").text
+  fund_list_code_str =  chrome_driver.find_element(By.TAG_NAME, "pre").text
   return_value_code_str = ";return {\
                             fund_list: r \
                             };"
@@ -44,7 +45,7 @@ content_text = chrome_driver.page_source
 
 
 
-fund_item_code_str =  chrome_driver.find_element_by_tag_name("pre").text
+fund_item_code_str =  chrome_driver.find_element(By.TAG_NAME, "pre").text
 
 execute_return_item = chrome_driver.execute_script(fund_item_code_str + return_value_code_str)
 print("execute_return", execute_return_item)
diff --git a/src/fund_statistic.py b/src/fund_statistic.py
index 7800fe5..abe790c 100644
--- a/src/fund_statistic.py
+++ b/src/fund_statistic.py
@@ -9,15 +9,20 @@ Author: luxuemin2108@gmail.com
 -----
 Copyright (c) 2020 Camel Lu
 '''
-import re
 import decimal
+import re
 from functools import cmp_to_key
 from pprint import pprint
-import pandas as pd
+
 import numpy as np
+import pandas as pd
+
 from fund_info.statistic import FundStatistic
-from utils.index import get_last_quarter_str, get_stock_market, find_from_list_of_dict, update_xlsx_file, update_xlsx_file_with_sorted, update_xlsx_file_with_insert
-from utils.file_op import read_dir_all_file
+from utils.file_op import (read_dir_all_file, update_xlsx_file,
+                           update_xlsx_file_with_insert,
+                           update_xlsx_file_with_sorted)
+from utils.index import (find_from_list_of_dict, get_last_quarter_str,
+                         get_stock_market)
 
 
 def get_fund_code_pool(condition_dict):
diff --git a/src/fund_strategy.py b/src/fund_strategy.py
index f6d53bc..af90bf4 100644
--- a/src/fund_strategy.py
+++ b/src/fund_strategy.py
@@ -7,11 +7,15 @@ Author: luxuemin2108@gmail.com
 -----
 Copyright (c) 2021 Camel Lu
 '''
-from datetime import timedelta, date
-from utils.index import get_last_quarter_str, update_xlsx_file_with_insert
-from crud.query import query_high_score_funds
+from datetime import date, timedelta
+
 import pandas as pd
 
+from crud.query import query_high_score_funds
+from utils.file_op import update_xlsx_file_with_insert
+from utils.index import get_last_quarter_str
+
+
 def output_high_score_funds(quarter_index=None):
     """
     输出高分基金
diff --git a/src/models/fund.py b/src/models/fund.py
index e097f5a..19c7c4f 100644
--- a/src/models/fund.py
+++ b/src/models/fund.py
@@ -8,11 +8,13 @@ Author: luxuemin2108@gmail.com
 Copyright (c) 2022 Camel Lu
 '''
 import sys
+
 sys.path.append('./src')
+from sqlalchemy import Table
 from sqlalchemy.orm import relationship
 
-from sqlalchemy import Table
-from models.var import prefix, ORM_Base, engine
+from lib.mysnowflake import IdWorker
+from models.var import Model, ORM_Base, engine, prefix
 
 fund_base_tablename = prefix + 'base'
 fund_quarter_tablename = prefix + 'quarter'
@@ -20,9 +22,23 @@ fund_quarter_tablename = prefix + 'quarter'
 fund_base_table = Table(fund_base_tablename, ORM_Base.metadata, autoload=True, autoload_with=engine)
 fund_quarter_table = Table(fund_quarter_tablename, ORM_Base.metadata, autoload=True, autoload_with=engine)
 
-class FundBase(ORM_Base):
+idWorker = IdWorker()
+
+class FundBase(ORM_Base, Model):
     __table__ = fund_base_table
 
+    def __init__(self, **kwargs):
+        self.id = idWorker.get_id()
+        column_keys = self.__table__.columns.keys()
+        udpate_data = dict()
+        for key in kwargs.keys():
+            if key not in column_keys:
+                continue
+            else:
+                udpate_data[key] = kwargs[key]
+        ORM_Base.__init__(self, **udpate_data)
+        Model.__init__(self, **kwargs, id = self.id)
+
     def __repr__(self):
         return f"Fund Base(id={self.id!r}, name={self.fund_code!r}, manager_id={self.fund_name!r})"
 
diff --git a/src/models/manager.py b/src/models/manager.py
index 4a03030..a49dc61 100644
--- a/src/models/manager.py
+++ b/src/models/manager.py
@@ -8,13 +8,15 @@ Author: luxuemin2108@gmail.com
 Copyright (c) 2022 Camel Lu
 '''
 import sys
+
 sys.path.append('./src')
+from sqlalchemy import (BigInteger, Column, Date, DateTime, ForeignKey,
+                        Integer, String, Table, UniqueConstraint, func, text)
 from sqlalchemy.orm import registry, relationship
-from sqlalchemy import UniqueConstraint, Table, Column, Integer, BigInteger, String, ForeignKey, text, DateTime, Date, func
+
 from db.engine import get_engine
-from models.var import prefix, ORM_Base, engine, Model
 from lib.mysnowflake import IdWorker
-
+from models.var import Model, ORM_Base, engine, prefix
 
 manager_table_name = prefix + 'manager'
 manager_table = Table(manager_table_name, ORM_Base.metadata, autoload=True, autoload_with=engine)
diff --git a/src/models/quarter.py b/src/models/quarter.py
index 09b7661..c1b5502 100644
--- a/src/models/quarter.py
+++ b/src/models/quarter.py
@@ -17,6 +17,7 @@ from models.var import ORM_Base, engine, Model
 
 class Quarter(ORM_Base, Model):
     __tablename__ = 'quarter'
+    __table_args__ = {'extend_existing': True}
     id = Column(Integer, primary_key=True)
     quarter_index = Column(String(12), nullable=False, unique=True)
     start_time = Column(Date(), nullable=False, unique=True)
@@ -26,7 +27,16 @@ class Quarter(ORM_Base, Model):
     UniqueConstraint(quarter_index, name='uix_1')
 
     def __init__(self, *args, **kwargs) -> None:
-        super().__init__(*args, **kwargs)
+        column_keys = self.__table__.columns.keys()
+        udpate_data = dict()
+        for key in kwargs.keys():
+            if key not in column_keys:
+                continue
+            else:
+                udpate_data[key] = kwargs[key]
+        ORM_Base.__init__(self, **udpate_data)
+        Model.__init__(self, **kwargs, id = self.id)
+
 
     @validates('end_time')
     def validate_start_time(self, key, end_time):
@@ -39,7 +49,7 @@ class Quarter(ORM_Base, Model):
         return end_time
 
     def __repr__(self):
-        return f"Quarter(id={self.id!r}, name={self.quarter_index!r})"
+        return f"Quarter(name={self.quarter_index!r})"
 
 def create():
     ORM_Base.metadata.create_all(engine)
diff --git a/src/utils/driver.py b/src/utils/driver.py
new file mode 100644
index 0000000..bbff732
--- /dev/null
+++ b/src/utils/driver.py
@@ -0,0 +1,47 @@
+'''
+Desc:
+File: /driver.py
+File Created: Tuesday, 1st November 2022 10:38:28 pm
+Author: luxuemin2108@gmail.com
+-----
+Copyright (c) 2022 Camel Lu
+'''
+
+from time import sleep
+from selenium.webdriver.common.by import By
+from selenium import webdriver
+
+
+def create_chrome_driver():
+    chrome_options = webdriver.ChromeOptions()
+    chrome_options.add_argument("--no-sandbox")
+    # chrome_options.add_argument('--headless')
+    # chrome_options.add_argument('--disable-blink-features=AutomationControlled')
+    chrome_driver = webdriver.Chrome(options=chrome_options)
+    chrome_driver.set_page_load_timeout(12000)
+    return chrome_driver
+
+
+
+def text_to_be_present_in_element(locator, text, next_page_locator):
+    """ An expectation for checking if the given text is present in the
+    specified element.
+    locator, text -- 判读是否当前页一致，没有的话，切换上一页，下一页操作
+    """
+    def _predicate(driver):
+        try:
+            element_text = driver.find_element(By.XPATH, locator).text
+            if int(element_text) != int(text):
+                # 跳转指定的js执行代码
+                js_content = "javascript:__doPostBack('ctl00$cphMain$AspNetPager1','{}')".format(
+                    text)
+                execute_return = driver.execute_script(js_content)
+                print('execute_return', execute_return)
+                sleep(5)
+
+            return text == element_text
+        except:
+            return False
+
+    return _predicate
+
diff --git a/src/utils/file_op.py b/src/utils/file_op.py
index 9bea446..a90650e 100644
--- a/src/utils/file_op.py
+++ b/src/utils/file_op.py
@@ -7,8 +7,11 @@ Author: luxuemin2108@gmail.com
 -----
 Copyright (c) 2021 Camel Lu
 '''
-import time
 import os
+import time
+
+import pandas as pd
+from openpyxl import load_workbook
 
 
 # 写json文件
@@ -26,3 +29,84 @@ def write_fund_json_data(data, filename, file_dir=None):
 
 def read_dir_all_file(path):
     return os.listdir(path)
+
+
+
+def update_xlsx_file(path, df_data, sheet_name):
+    try:
+        if os.path.exists(path):
+            writer = pd.ExcelWriter(path, engine='openpyxl')
+            book = load_workbook(path)
+            # 表名重复，删掉，重写
+            if sheet_name in book.sheetnames:
+                del book[sheet_name]
+            if len(book.sheetnames) == 0:
+                df_data.to_excel(
+                    path, sheet_name=sheet_name)
+                return
+            else:
+                writer.book = book
+            df_data.to_excel(
+                    writer, sheet_name=sheet_name)
+
+            writer.save()
+            writer.close()
+        else:
+            df_data.to_excel(
+                path, sheet_name=sheet_name)
+    except BaseException:
+        print("path", path)
+        raise BaseException('更新excel失败')
+
+
+def update_xlsx_file_with_sorted(path, df_data, sheet_name, sorted_sheetnames = []):
+    try:
+        if os.path.exists(path):
+            writer = pd.ExcelWriter(path, engine='openpyxl')
+            workbook = load_workbook(path)
+            writer.book = workbook
+            writer.sheets = {ws.title:ws for ws in workbook.worksheets}
+            for sheet_item in sorted_sheetnames:
+                del workbook[sheet_item]
+            df_data.to_excel(
+                    writer,  sheet_name=sheet_name)
+            workbook = writer.book
+            for worksheet in sorted_sheetnames:
+                workbook._add_sheet(writer.sheets.get(worksheet))
+            writer.book = workbook
+
+            writer.save()
+            writer.close()
+        else:
+            df_data.to_excel(
+                path, sheet_name=sheet_name)
+    except BaseException:
+        print("path", path)
+        raise BaseException('更新excel失败')
+
+def update_xlsx_file_with_insert(path, df_data, sheet_name, index = 0):
+    try:
+        if os.path.exists(path):
+            writer = pd.ExcelWriter(path, engine='openpyxl')
+            workbook = load_workbook(path)
+            if sheet_name in workbook.sheetnames:
+                del workbook[sheet_name]
+            writer.book = workbook
+            df_data.to_excel(
+                    writer,  sheet_name=sheet_name)
+            workbook = writer.book
+            writer.sheets = {ws.title:ws for ws in workbook.worksheets}
+            # workbook.remove(sheet_name)
+            del workbook[sheet_name]
+            
+            workbook._add_sheet(writer.sheets.get(sheet_name), index)
+            writer.book = workbook
+
+            writer.save()
+            writer.close()
+        else:
+            df_data.to_excel(
+                path, sheet_name=sheet_name)
+    except BaseException:
+        print("path", path)
+        raise BaseException('更新excel失败')
diff --git a/src/utils/index.py b/src/utils/index.py
index f2784a6..e0f1f2e 100644
--- a/src/utils/index.py
+++ b/src/utils/index.py
@@ -1,17 +1,15 @@
 
-import time
 import datetime
 import os
+import re
+import time
+from threading import Lock, Thread
+
 import numpy as np
 import requests
 from PIL import Image
+from sewar.full_ref import sam, uqi
 from skimage import io
-from sewar.full_ref import uqi, sam
-import re
-from threading import Thread, Lock
-
-import pandas as pd
-from openpyxl import load_workbook
 
 requests.adapters.DEFAULT_RETRIES = 10 # 增加重连次数
 s = requests.session()
@@ -39,6 +37,7 @@ def use_sewar_get_star_level(img_path):
             return level
     print('res_uqi:', res_uqi, 'res_sam:', res_sam)
     raise "img_path 图片比较失败"
+
 def lock_process(func):
     lock = Lock()
 
@@ -49,14 +48,12 @@ def lock_process(func):
         return result
     return wrapper
 
-
 def debug(func):
     def wrapper(self, *args):  # 指定一毛一样的参数
         print("[DEBUG]: enter {}()".format(func.__name__))
         return func(self, *args)
     return wrapper  # 返回包装过函数
 
-
 def get_star_count_with_sewar(fund_code, img_ele):
     picture_time = time.strftime(
         "%Y-%m-%d-%H_%M_%S", time.localtime(time.time()))
@@ -76,7 +73,6 @@ def get_star_count_with_sewar(fund_code, img_ele):
         return use_sewar_get_star_level(code_path)
     else:
         raise "截图失败"
-    
 
 def get_star_count_with_np(morning_star_url):
     module_path = os.getcwd() + '/src'
@@ -106,8 +102,6 @@ def get_star_count(morning_star_url, fund_code, img_ele=None):
     except BaseException:
         print('图片相似度比较失败')
     return get_star_count_with_np(morning_star_url)
-    
-
 
 def parse_csv(datafile):
     data = []
@@ -126,7 +120,6 @@ def parse_csv(datafile):
 
     return data
 
-
 def get_quarter_index(input_date):
     year = time.strftime("%Y", time.localtime())
     boundary_date_list = ['03-31', '06-30', '09-30', '12-31']
@@ -198,85 +191,6 @@ def get_stock_market(stock_code):
         return '其他'
 
 
-def update_xlsx_file(path, df_data, sheet_name):
-    try:
-        if os.path.exists(path):
-            writer = pd.ExcelWriter(path, engine='openpyxl')
-            book = load_workbook(path)
-            # 表名重复，删掉，重写
-            if sheet_name in book.sheetnames:
-                del book[sheet_name]
-            if len(book.sheetnames) == 0:
-                df_data.to_excel(
-                    path, sheet_name=sheet_name)
-                return
-            else:
-                writer.book = book
-            df_data.to_excel(
-                    writer, sheet_name=sheet_name)
-
-            writer.save()
-            writer.close()
-        else:
-            df_data.to_excel(
-                path, sheet_name=sheet_name)
-    except BaseException:
-        print("path", path)
-        raise BaseException('更新excel失败')
-
-
-def update_xlsx_file_with_sorted(path, df_data, sheet_name, sorted_sheetnames = []):
-    try:
-        if os.path.exists(path):
-            writer = pd.ExcelWriter(path, engine='openpyxl')
-            workbook = load_workbook(path)
-            writer.book = workbook
-            writer.sheets = {ws.title:ws for ws in workbook.worksheets}
-            for sheet_item in sorted_sheetnames:
-                del workbook[sheet_item]
-            df_data.to_excel(
-                    writer,  sheet_name=sheet_name)
-            workbook = writer.book
-            for worksheet in sorted_sheetnames:
-                workbook._add_sheet(writer.sheets.get(worksheet))
-            writer.book = workbook
-
-            writer.save()
-            writer.close()
-        else:
-            df_data.to_excel(
-                path, sheet_name=sheet_name)
-    except BaseException:
-        print("path", path)
-        raise BaseException('更新excel失败')
-
-def update_xlsx_file_with_insert(path, df_data, sheet_name, index = 0):
-    try:
-        if os.path.exists(path):
-            writer = pd.ExcelWriter(path, engine='openpyxl')
-            workbook = load_workbook(path)
-            if sheet_name in workbook.sheetnames:
-                del workbook[sheet_name]
-            writer.book = workbook
-            df_data.to_excel(
-                    writer,  sheet_name=sheet_name)
-            workbook = writer.book
-            writer.sheets = {ws.title:ws for ws in workbook.worksheets}
-            # workbook.remove(sheet_name)
-            del workbook[sheet_name]
-            
-            workbook._add_sheet(writer.sheets.get(sheet_name), index)
-            writer.book = workbook
-
-            writer.save()
-            writer.close()
-        else:
-            df_data.to_excel(
-                path, sheet_name=sheet_name)
-    except BaseException:
-        print("path", path)
-        raise BaseException('更新excel失败')
-
 def bootstrap_thread(target_fn, total, thread_count=2):
     threaders = []
     start_time = time.time()
diff --git a/src/utils/login.py b/src/utils/login.py
index a0d9a9e..1c99a77 100644
--- a/src/utils/login.py
+++ b/src/utils/login.py
@@ -10,7 +10,7 @@ Copyright (c) 2021 Camel Lu
 import time
 import os
 from dotenv import load_dotenv
-
+from selenium.webdriver.common.by import By
 from .cookies import set_cookies
 
 load_dotenv()
@@ -60,16 +60,17 @@ def mock_login_site(chrome_driver, site_url, redirect_url=None):
         '?ReturnUrl=' + redirect_url
     chrome_driver.get(site_url)
     time.sleep(2)
-    from selenium.webdriver.support import expected_conditions as EC
-    username = chrome_driver.find_element_by_id('emailTxt')
-    password = chrome_driver.find_element_by_id('pwdValue')
+    username = chrome_driver.find_element(By.ID, 'emailTxt')
+    password = chrome_driver.find_element(By.ID, 'pwdValue')
+    # username = chrome_driver.find_element_by_id('emailTxt')
+    # password = chrome_driver.find_element_by_id('pwdValue')
     env_username = os.getenv('morning_star_username')
     env_password = os.getenv('morning_star_password')
     username.send_keys(env_username)
     password.send_keys(env_password)
-    submit = chrome_driver.find_element_by_id('loginGo')
+    submit = chrome_driver.find_element(By.ID, 'loginGo')
+    # submit = chrome_driver.find_element_by_id('loginGo')
     submit.click()
-    # check_code = chrome_driver.find_element_by_id('txtCheckCode')
     # count = 1
     # flag = True
     # while count < 10 and flag:
@@ -78,7 +79,6 @@ def mock_login_site(chrome_driver, site_url, redirect_url=None):
     #     time.sleep(1)
     #     check_code.send_keys(code)
     #     time.sleep(3)
-    #     submit = chrome_driver.find_element_by_id('loginGo')
     #     submit.click()
     #     # 通过弹窗判断验证码是否正确
     #     time.sleep(3)
@@ -104,13 +104,7 @@ def mock_login_site(chrome_driver, site_url, redirect_url=None):
     return True
 
 
-def login_morning_star(redirect_url, is_cookies_login=False):
-    from selenium import webdriver
-    chrome_options = webdriver.ChromeOptions()
-    chrome_options.add_argument("--no-sandbox")
-    chrome_options.add_argument('--headless')
-    chrome_driver = webdriver.Chrome(options=chrome_options)
-    chrome_driver.set_page_load_timeout(12000)
+def login_morning_star(chrome_driver, redirect_url, is_cookies_login=False):
     """
     模拟登录,支持两种方式：
         1. 设置已经登录的cookie
@@ -126,7 +120,8 @@ def login_morning_star(redirect_url, is_cookies_login=False):
             chrome_driver, login_url, redirect_url)
         if login_status:
             print('login success')
+            return True
         else:
             print('login fail')
-            exit()
-    return chrome_driver
+            return False
+            # exit()