├── .gitignore ├── MANIFEST.in ├── docs ├── source │ ├── twseopen.rst │ ├── best_buy_or_sell.rst │ ├── tw_time.rst │ ├── error.rst │ ├── twseno.rst │ ├── realtime.rst │ ├── fetch_data.rst │ ├── _templates │ │ └── layout.html │ ├── index.rst │ ├── quick-start.rst │ └── conf.py └── Makefile ├── requirements.txt ├── grs ├── opendate.csv ├── industry_code_otc.csv ├── industry_code.csv ├── error.py ├── __init__.py ├── twseopen.py ├── tw_time.py ├── best_buy_or_sell.py ├── twseno.py ├── realtime.py ├── realtime2.py ├── fetch_data.py └── otc_list.csv ├── .travis.yml ├── LICENSE ├── setup.py ├── tools ├── make_twse_list.py └── make_otc_list.py ├── test_unittest.py └── README.rst /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *.pylint 3 | build/ 4 | dist/ 5 | grs.egg-info/ 6 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include README.rst LICENSE requirements.txt grs/*.csv 2 | -------------------------------------------------------------------------------- /docs/source/twseopen.rst: -------------------------------------------------------------------------------- 1 | TWSEOpen 判斷是否開市 2 | ========================== 3 | 4 | .. autoclass:: grs.TWSEOpen 5 | :members: 6 | -------------------------------------------------------------------------------- /docs/source/best_buy_or_sell.rst: -------------------------------------------------------------------------------- 1 | Best buy or sell 四大買賣點 2 | ============================== 3 | 4 | .. autoclass:: grs.BestFourPoint 5 | :members: 6 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | Sphinx 2 | pip-tools 3 | pip>=1.4 4 | pylint 5 | python-dateutil==1.5 6 | setuptools>=0.9 7 | ujson 8 | urllib3 9 | wheel>=0.21 10 | -------------------------------------------------------------------------------- /docs/source/tw_time.rst: -------------------------------------------------------------------------------- 1 | Taiwan Time 台灣時間處理 2 | =========================== 3 | 4 | .. autoclass:: grs.TWTime 5 | :members: 6 | 7 | .. autoclass:: grs.Countdown 8 | :members: 9 | -------------------------------------------------------------------------------- /docs/source/error.rst: -------------------------------------------------------------------------------- 1 | grs Errors and Exceptions 2 | ========================== 3 | 4 | 5 | Errors and Exceptions 6 | --------------------------- 7 | .. automodule:: grs.error 8 | :members: 9 | -------------------------------------------------------------------------------- /grs/opendate.csv: -------------------------------------------------------------------------------- 1 | 2014/1/1,0 2 | 2014/1/28,0 3 | 2014/1/29,0 4 | 2014/1/30,0 5 | 2014/1/31,0 6 | 2014/2/3,0 7 | 2014/2/4,0 8 | 2014/2/28,0 9 | 2014/4/4,0 10 | 2014/5/1,0 11 | 2014/6/2,0 12 | 2014/9/8,0 13 | 2014/10/10,0 14 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 1 | language: python 2 | python: 3 | - 2.7 4 | before_install: pip freeze 5 | install: 6 | - python setup.py install 7 | - pip install -U "pip>=1.4" "setuptools>=0.9" "wheel>=0.21" "python-dateutil==1.5" "ujson" "urllib3" 8 | - python setup.py sdist bdist bdist_egg bdist_wheel 9 | script: 10 | - python test_unittest.py 11 | -------------------------------------------------------------------------------- /docs/source/twseno.rst: -------------------------------------------------------------------------------- 1 | 上市 / 上櫃股票代碼列表 2 | ======================= 3 | 4 | 上市股票代碼列表 5 | ----------------------------- 6 | .. autoclass:: grs.TWSENo 7 | :show-inheritance: 8 | :inherited-members: 9 | 10 | 上櫃股票代碼列表 11 | ----------------------------- 12 | .. autoclass:: grs.OTCNo 13 | :show-inheritance: 14 | :inherited-members: 15 | 16 | 匯入上市上櫃股票列表檔案 17 | ----------------------------- 18 | .. autoclass:: grs.twseno.ImportCSV 19 | :show-inheritance: 20 | :inherited-members: 21 | -------------------------------------------------------------------------------- /grs/industry_code_otc.csv: -------------------------------------------------------------------------------- 1 | 01,水泥工業 2 | 02,食品工業 3 | 03,塑膠工業 4 | 04,紡織纖維 5 | 05,電機機械 6 | 06,電器電纜 7 | 07,化學生技醫療 8 | 08,玻璃陶瓷 9 | 09,造紙工業 10 | 10,鋼鐵工業 11 | 11,橡膠工業 12 | 12,汽車工業 13 | 13,電子工業 14 | 14,建材營造 15 | 15,航運業 16 | 16,觀光事業 17 | 17,金融保險 18 | 18,貿易百貨 19 | 19,綜合 20 | 20,其他 21 | 21,化學工業 22 | 22,生技醫療業 23 | 23,油電燃氣業 24 | 24,半導體業 25 | 25,電腦及週邊設備業 26 | 26,光電業 27 | 27,通信網路業 28 | 28,電子零組件業 29 | 29,電子通路業 30 | 30,資訊服務業 31 | 31,其他電子業 32 | 32,文化創意業 33 | 80,管理股票 34 | AA,受益證券 35 | BC,牛證熊證 36 | EE,上櫃指數股票型基金(ETF) 37 | GG,認股權憑證 38 | TD,台灣存託憑證(TDR) 39 | WW,認購售權證 40 | -------------------------------------------------------------------------------- /docs/source/realtime.rst: -------------------------------------------------------------------------------- 1 | Realtime TWSE 台股盤中即時資訊 2 | =============================== 3 | 4 | 擷取上市即時盤的股價資訊 5 | --------------------------- 6 | .. autoclass:: grs.RealtimeTWSE 7 | :show-inheritance: 8 | :inherited-members: 9 | 10 | 擷取上櫃即時盤的股價資訊 11 | --------------------------- 12 | .. autoclass:: grs.RealtimeOTC 13 | :show-inheritance: 14 | :inherited-members: 15 | 16 | 擷取大盤即時盤的股價資訊 17 | --------------------------- 18 | .. autoclass:: grs.RealtimeWeight 19 | :members: 20 | 21 | 擷取工具 22 | --------------------------- 23 | .. autoclass:: grs.realtime2.Realtime 24 | :members: 25 | -------------------------------------------------------------------------------- /grs/industry_code.csv: -------------------------------------------------------------------------------- 1 | 0049,封閉式基金 2 | 0099P,ETF 3 | 01,水泥工業 4 | 019919T,受益證券 5 | 02,食品工業 6 | 03,塑膠工業 7 | 04,紡織纖維 8 | 05,電機機械 9 | 06,電器電纜 10 | 07,化學生技醫療 11 | 08,玻璃陶瓷 12 | 09,造紙工業 13 | 0999,認購權證 14 | 0999B,熊證 15 | 0999C,牛證 16 | 0999G9,認股權憑證 17 | 0999GA,附認股權特別股 18 | 0999GD,附認股權公司債 19 | 0999P,認售權證 20 | 10,鋼鐵工業 21 | 11,橡膠工業 22 | 12,汽車工業 23 | 13,電子工業 24 | 14,建材營造 25 | 15,航運業 26 | 16,觀光事業 27 | 17,金融保險 28 | 18,貿易百貨 29 | 19,綜合 30 | 20,其他 31 | 21,化學工業 32 | 22,生技醫療業 33 | 23,油電燃氣業 34 | 24,半導體業 35 | 25,電腦及週邊設備業 36 | 26,光電業 37 | 27,通信網路業 38 | 28,電子零組件業 39 | 29,電子通路業 40 | 30,資訊服務業 41 | 31,其他電子業 42 | 9299,存託憑證 43 | CB,可轉換公司債 44 | -------------------------------------------------------------------------------- /docs/source/fetch_data.rst: -------------------------------------------------------------------------------- 1 | Stock 擷取股票資訊 2 | ========================== 3 | 4 | 5 | 擷取股票股價（上市 / 上櫃） 6 | --------------------------- 7 | .. autoclass:: grs.Stock 8 | :members: 9 | 10 | 擷取上市股票股價 11 | --------------------------- 12 | .. autoclass:: grs.fetch_data.TWSEFetch 13 | :show-inheritance: 14 | :inherited-members: 15 | 16 | 擷取上櫃股票股價 17 | --------------------------- 18 | .. autoclass:: grs.fetch_data.OTCFetch 19 | :show-inheritance: 20 | :inherited-members: 21 | 22 | 簡單分析工具 23 | --------------------------- 24 | .. autoclass:: grs.fetch_data.SimpleAnalytics 25 | :members: 26 | 27 | 擷取工具 28 | --------------------------- 29 | .. autoclass:: grs.fetch_data.FetchData 30 | :show-inheritance: 31 | :inherited-members: 32 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 2 | 3 | Permission is hereby granted, free of charge, to any person obtaining a copy 4 | of this software and associated documentation files (the "Software"), to deal 5 | in the Software without restriction, including without limitation the rights 6 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 7 | copies of the Software, and to permit persons to whom the Software is 8 | furnished to do so, subject to the following conditions: 9 | 10 | The above copyright notice and this permission notice shall be included in 11 | all copies or substantial portions of the Software. 12 | 13 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 14 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 15 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 16 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 17 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 18 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 19 | THE SOFTWARE. 20 | -------------------------------------------------------------------------------- /docs/source/_templates/layout.html: -------------------------------------------------------------------------------- 1 | {% extends "!layout.html" %} 2 | {% block rootrellink %} 3 |
  • Project Homepage »
    • 4 | {{ super() }} 5 | {% endblock %} 6 | 7 | {% block extrahead %} 8 | 9 | 10 | 11 | 12 | 13 | {% endblock %} 14 | 15 | {% block footer %} 16 | {{ super() }} 17 | 30 | {% endblock %} 31 | -------------------------------------------------------------------------------- /grs/error.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' grs Exception ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | 23 | 24 | class Error(Exception): 25 | ''' Exception base ''' 26 | 27 | 28 | class StockNoError(Error): 29 | """ Exception for stock_no not in TWSE or OTC list. """ 30 | 31 | 32 | class ConnectionError(Error): 33 | """ Exception for no connection. """ 34 | 35 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | # -*- coding: utf-8 -*- 3 | 4 | import grs 5 | from setuptools import setup, find_packages 6 | 7 | long_description = open('./README.rst', 'r').read() 8 | description = '台灣上市上櫃股票價格擷取（Fetch Taiwan Stock Exchange data）' + \ 9 | '含即時盤、台灣時間轉換、開休市判斷。' 10 | 11 | setup(name='grs', 12 | version=grs.__version__, 13 | description=description, 14 | long_description=long_description, 15 | author=grs.__author__, 16 | author_email='toomore0929@gmail.com', 17 | url='https://github.com/toomore/grs', 18 | packages=['grs'], 19 | package_data={'grs': ['*.csv']}, 20 | include_package_data=True, 21 | license=grs.__license__, 22 | keywords="Taiwan Stock Exchange taipei twse otc gretai " + \ 23 | "台灣 台北 股市 即時 上市 上櫃", 24 | install_requires=['python-dateutil==1.5', 'ujson', 'urllib3'], 25 | classifiers=[ 26 | 'Development Status :: 5 - Production/Stable', 27 | 'Environment :: Console', 28 | 'Environment :: Web Environment', 29 | 'Intended Audience :: End Users/Desktop', 30 | 'Intended Audience :: Financial and Insurance Industry', 31 | 'Intended Audience :: Developers', 32 | 'License :: OSI Approved :: MIT License', 33 | 'Natural Language :: Chinese (Traditional)', 34 | 'Programming Language :: Python', 35 | 'Programming Language :: Python :: 2.7', 36 | 'Topic :: Office/Business :: Financial :: Investment', 37 | ], 38 | ) 39 | -------------------------------------------------------------------------------- /grs/__init__.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' All grs module ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | 23 | __title__ = 'grs' 24 | __version__ = '0.7.0' 25 | __author__ = 'Toomore Chiang' 26 | __license__ = 'MIT' 27 | __copyright__ = 'Copyright (C) 2012, 2013, 2014, 2015, 2016 Toomore Chiang' 28 | 29 | 30 | from .best_buy_or_sell import BestFourPoint 31 | 32 | try: 33 | from .fetch_data import Stock 34 | from .realtime2 import RealtimeTWSE 35 | from .realtime2 import RealtimeOTC 36 | from .realtime2 import RealtimeWeight 37 | except ImportError: 38 | pass 39 | 40 | from .tw_time import Countdown 41 | from .tw_time import TWTime 42 | from .twseno import OTCNo 43 | from .twseno import TWSENo 44 | from .twseopen import TWSEOpen 45 | -------------------------------------------------------------------------------- /grs/twseopen.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' TWSE open date ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | 23 | from .tw_time import TWTime 24 | from datetime import datetime 25 | import csv 26 | import os 27 | 28 | 29 | class TWSEOpen(object): 30 | ''' 判斷當日是否開市 ''' 31 | def __init__(self): 32 | ''' 載入相關檔案 ''' 33 | self.__ocdate = self.__loaddate() 34 | self.twtime = '' 35 | 36 | def d_day(self, time): 37 | ''' 指定日期 38 | 39 | :param datetime time: 欲判斷的日期 40 | :rtype: bool 41 | :returns: True 為開市、False 為休市 42 | ''' 43 | if type(time) == type(TWTime().now): 44 | self.twtime = TWTime().now 45 | elif type(time) == type(TWTime().date): 46 | self.twtime = TWTime().date 47 | else: 48 | pass 49 | return self.caldata(time) 50 | 51 | @staticmethod 52 | def __loaddate(): 53 | ''' 載入檔案 54 | 檔案依據 http://www.twse.com.tw/ch/trading/trading_days.php 55 | ''' 56 | csv_path = os.path.join(os.path.dirname(__file__), 'opendate.csv') 57 | with open(csv_path) as csv_file: 58 | csv_data = csv.reader(csv_file) 59 | result = {} 60 | result['close'] = [] 61 | result['open'] = [] 62 | for i in csv_data: 63 | if i[1] == '0': # 0 = 休市 64 | result['close'].append(datetime.strptime(i[0], 65 | '%Y/%m/%d').date()) 66 | elif i[1] == '1': # 1 = 開市 67 | result['open'].append(datetime.strptime(i[0], 68 | '%Y/%m/%d').date()) 69 | else: 70 | pass 71 | return result 72 | 73 | def caldata(self, time): 74 | ''' Market open or not. 75 | 76 | :param datetime time: 欲判斷的日期 77 | :rtype: bool 78 | :returns: True 為開市、False 為休市 79 | ''' 80 | if time.date() in self.__ocdate['close']: # 判對是否為法定休市 81 | return False 82 | elif time.date() in self.__ocdate['open']: # 判對是否為法定開市 83 | return True 84 | else: 85 | if time.weekday() <= 4: # 判斷是否為平常日開市 86 | return True 87 | else: 88 | return False 89 | -------------------------------------------------------------------------------- /tools/make_twse_list.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | import csv 3 | import re 4 | import urllib2 5 | from datetime import datetime 6 | 7 | 8 | NOW = datetime(2013, 12, 17) 9 | SAVEPATH = '../grs/twse_list.csv' 10 | INDUSTRYCODE = '../grs/industry_code.csv' 11 | 12 | TWSEURL = 'http://www.twse.com.tw/ch/trading/exchange/MI_INDEX/MI_INDEX2_print.php?genpage=genpage/Report%(year)s%(mon)02d/A112%(year)s%(mon)02d%(day)02d%%s.php&type=csv' % {'year': NOW.year, 'mon': NOW.month, 'day': NOW.day} 13 | TWSECLS = {'0049': u'封閉式基金', 14 | '0099P': u'ETF', 15 | '019919T': u'受益證券', 16 | '0999': u'認購權證', #(不含牛證) 17 | '0999P': u'認售權證', #(不含熊證) 18 | '0999C': u'牛證', 19 | '0999B': u'熊證', 20 | '0999GA': u'附認股權特別股', 21 | '0999GD': u'附認股權公司債', 22 | '0999G9': u'認股權憑證', 23 | '01': u'水泥工業', 24 | '02': u'食品工業', 25 | '03': u'塑膠工業', 26 | '04': u'紡織纖維', 27 | '05': u'電機機械', 28 | '06': u'電器電纜', 29 | '07': u'化學生技醫療', 30 | '21': u'化學工業', 31 | '22': u'生技醫療業', 32 | '08': u'玻璃陶瓷', 33 | '09': u'造紙工業', 34 | '10': u'鋼鐵工業', 35 | '11': u'橡膠工業', 36 | '12': u'汽車工業', 37 | '13': u'電子工業', 38 | '24': u'半導體業', 39 | '25': u'電腦及週邊設備業', 40 | '26': u'光電業', 41 | '27': u'通信網路業', 42 | '28': u'電子零組件業', 43 | '29': u'電子通路業', 44 | '30': u'資訊服務業', 45 | '31': u'其他電子業', 46 | '14': u'建材營造', 47 | '15': u'航運業', 48 | '16': u'觀光事業', 49 | '17': u'金融保險', 50 | '18': u'貿易百貨', 51 | '9299': u'存託憑證', 52 | '23': u'油電燃氣業', 53 | '19': u'綜合', 54 | '20': u'其他', 55 | 'CB': u'可轉換公司債',} 56 | #'ALL_1': u'全部'} 57 | 58 | def fetch_twse_list(): 59 | with open(SAVEPATH, 'w') as files: 60 | csv_file = csv.writer(files) 61 | re_pattern = re.compile(r'(=")?[\d\w]{4,6}(=)?') 62 | re_sub = re.compile(r'[^\w\d]') 63 | 64 | for no in TWSECLS: 65 | for i in csv.reader(urllib2.urlopen(TWSEURL % no).readlines()): 66 | if len(i) >= 3 and re_pattern.match(i[0]): 67 | pass 68 | else: 69 | i.pop(0) 70 | 71 | if len(i) >= 2 and re_pattern.match(i[0]): 72 | csv_file.writerow([re_sub.sub('', i[0]), 73 | i[1].decode('cp950').encode('utf-8'), 74 | no, TWSECLS[no].encode('utf-8')]) 75 | 76 | with open(SAVEPATH, 'r') as files: 77 | csv_file = csv.reader(files) 78 | all_items = {} 79 | for i in csv_file: 80 | all_items.update({i[0]: i}) 81 | 82 | with open(SAVEPATH, 'w') as files: 83 | csv_file = csv.writer(files) 84 | #csv_file.writerow(['文件更新', datetime.now().strftime('%Y-%m-%d %H:%M:%S'), 'x', 'x']) 85 | csv_file.writerow(['UPDATE', datetime.now().strftime('%Y/%m/%d'), 'x', 'x']) 86 | csv_file.writerow(['證期會代碼', '公司簡稱', '分類代碼', '分類名稱']) 87 | for i in sorted(all_items): 88 | csv_file.writerow(all_items[i]) 89 | 90 | def output_industry_code(): 91 | with open(INDUSTRYCODE, 'w') as files: 92 | csv_file = csv.writer(files) 93 | for i in sorted(TWSECLS): 94 | csv_file.writerow([i, TWSECLS[i].encode('utf-8')]) 95 | 96 | if __name__ == '__main__': 97 | fetch_twse_list() 98 | output_industry_code() 99 | -------------------------------------------------------------------------------- /tools/make_otc_list.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | import csv 3 | import re 4 | import urllib2 5 | from datetime import datetime 6 | 7 | 8 | NOW = datetime(2014, 2, 21) 9 | SAVEPATH = '../grs/otc_list.csv' 10 | INDUSTRYCODE = '../grs/industry_code_otc.csv' 11 | 12 | OTCURL = 'http://www.gretai.org.tw/ch/stock/aftertrading/otc_quotes_no1430/stk_wn1430_download.php?d=%(year)s/%(mon)02d/%(day)02d&se=%%s&s=0,asc,0' % { 13 | 'year': NOW.year - 1911, 14 | 'mon': NOW.month, 15 | 'day': NOW.day,} 16 | 17 | OTCCLS = { 18 | '01': u'水泥工業', 19 | '02': u'食品工業', 20 | '03': u'塑膠工業', 21 | '04': u'紡織纖維', 22 | '05': u'電機機械', 23 | '06': u'電器電纜', 24 | '07': u'化學生技醫療', 25 | '08': u'玻璃陶瓷', 26 | '09': u'造紙工業', 27 | '10': u'鋼鐵工業', 28 | '11': u'橡膠工業', 29 | '12': u'汽車工業', 30 | '13': u'電子工業', 31 | '14': u'建材營造', 32 | '15': u'航運業', 33 | '16': u'觀光事業', 34 | '17': u'金融保險', 35 | '18': u'貿易百貨', 36 | '19': u'綜合', 37 | '20': u'其他', 38 | '21': u'化學工業', 39 | '22': u'生技醫療業', 40 | '23': u'油電燃氣業', 41 | '24': u'半導體業', 42 | '25': u'電腦及週邊設備業', 43 | '26': u'光電業', 44 | '27': u'通信網路業', 45 | '28': u'電子零組件業', 46 | '29': u'電子通路業', 47 | '30': u'資訊服務業', 48 | '31': u'其他電子業', 49 | '32': u'文化創意業', 50 | '80': u'管理股票', 51 | 'AA': u'受益證券', 52 | 'EE': u'上櫃指數股票型基金(ETF)', 53 | 'TD': u'台灣存託憑證(TDR)', 54 | 'WW': u'認購售權證', 55 | 'GG': u'認股權憑證', 56 | 'BC': u'牛證熊證', 57 | #'EW': u'所有證券(不含權證、牛熊證)', 58 | #'AL': u'所有證券 ', 59 | #'OR': u'委託及成交資訊(16:05提供)', 60 | } 61 | 62 | def fetch_otc_list(): 63 | with open(SAVEPATH, 'w') as files: 64 | csv_file = csv.writer(files) 65 | re_pattern = re.compile(r'(=")?[\d\w]{4,6}(=)?') 66 | re_sub = re.compile(r'[^\w\d]') 67 | 68 | for no in OTCCLS: 69 | for i in csv.reader(urllib2.urlopen(OTCURL % no).readlines()): 70 | if len(i) >= 3 and re_pattern.match(i[0]): 71 | pass 72 | else: 73 | i.pop(0) 74 | 75 | if len(i) >= 2 and re_pattern.match(i[0]): 76 | csv_file.writerow([re_sub.sub('', i[0]), 77 | i[1].decode('cp950').encode('utf-8'), 78 | no, OTCCLS[no].encode('utf-8')]) 79 | 80 | with open(SAVEPATH, 'r') as files: 81 | csv_file = csv.reader(files) 82 | all_items = {} 83 | for i in csv_file: 84 | all_items.update({i[0]: i}) 85 | 86 | with open(SAVEPATH, 'w') as files: 87 | csv_file = csv.writer(files) 88 | #csv_file.writerow(['文件更新', datetime.now().strftime('%Y-%m-%d %H:%M:%S'), 'x', 'x']) 89 | csv_file.writerow(['UPDATE', datetime.now().strftime('%Y/%m/%d'), 'x', 'x']) 90 | csv_file.writerow(['證期會代碼', '公司簡稱', '分類代碼', '分類名稱']) 91 | for i in sorted(all_items): 92 | csv_file.writerow(all_items[i]) 93 | 94 | def output_industry_code(): 95 | with open(INDUSTRYCODE, 'w') as files: 96 | csv_file = csv.writer(files) 97 | for i in sorted(OTCCLS): 98 | csv_file.writerow([i, OTCCLS[i].encode('utf-8')]) 99 | 100 | if __name__ == '__main__': 101 | fetch_otc_list() 102 | output_industry_code() 103 | -------------------------------------------------------------------------------- /grs/tw_time.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' Taiwan time UTF+8 ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | 23 | from datetime import datetime 24 | from datetime import time 25 | from datetime import timedelta 26 | 27 | 28 | class TWTime(object): 29 | ''' Transform localtime to Taiwan time in UTF+8 30 | 轉換當地時間到台灣時間 UTF+8 31 | 32 | :param int tz: 時區，預設為 8 33 | ''' 34 | 35 | def __init__(self, tz=8): 36 | assert isinstance(tz, (int, float)) 37 | self.time_zone = tz 38 | 39 | def now(self): 40 | ''' Display Taiwan Time now 41 | 顯示台灣此刻時間 42 | ''' 43 | utcnow = datetime.utcnow() 44 | return utcnow + timedelta(hours=self.time_zone) 45 | 46 | def date(self): 47 | ''' Display Taiwan date now 48 | 顯示台灣此刻日期 49 | ''' 50 | utcnow = datetime.utcnow() 51 | return (utcnow + timedelta(hours=self.time_zone)).date() 52 | 53 | @staticmethod 54 | def localtime(): 55 | ''' Display localtime now 56 | 顯示當地此刻時間 57 | ''' 58 | return datetime.now() 59 | 60 | @staticmethod 61 | def localdate(): 62 | ''' Display localdate now 63 | 顯示當地此刻日期 64 | ''' 65 | return datetime.today().date() 66 | 67 | 68 | class Countdown(object): 69 | ''' 倒數 70 | 71 | :param int hour: 設定倒數的時刻小時，預設為 14 72 | :param int minutes: 設定倒數的時刻分鐘，預設為 30 73 | ''' 74 | def __init__(self, hour=14, minutes=30): 75 | self.__back = timedelta(hours=hour - 8, minutes=minutes) 76 | self.__hour = hour 77 | self.__minutes = minutes 78 | 79 | @property 80 | def __zero(self): 81 | ''' 取得現在時間（秒） ''' 82 | return datetime.utcnow() - self.__back 83 | 84 | @property 85 | def nextday(self): 86 | ''' nextday: 下一個日期 87 | 88 | :rtype: datetime 89 | :returns: 下一個預設時間日期 90 | ''' 91 | nextday = self.__zero.date() + timedelta(days=1) 92 | return datetime.combine(nextday, time()) 93 | 94 | @property 95 | def countdown(self): 96 | ''' countdown: 到達下一個日期的秒數 97 | 98 | :rtype: int 99 | :returns: 下一個預設的秒數 100 | ''' 101 | return (self.nextday - self.__zero).seconds 102 | 103 | @property 104 | def exptime(self): 105 | ''' exptime: 下一個日期時間 106 | 107 | :returns: 下一個預設時間 108 | ''' 109 | return self.nextday + timedelta(hours=self.__hour - 8, 110 | minutes=self.__minutes) 111 | 112 | @property 113 | def lastmod(self): 114 | ''' lastmod: 起點日期時間 115 | 116 | :returns: 起點日期時間 117 | ''' 118 | return self.exptime - timedelta(days=1) 119 | -------------------------------------------------------------------------------- /docs/source/index.rst: -------------------------------------------------------------------------------- 1 | .. grs documentation master file, created by 2 | sphinx-quickstart on Thu Jan 16 00:58:25 2014. 3 | You can adapt this file completely to your liking, but it should at least 4 | contain the root `toctree` directive. 5 | 6 | Welcome to grs's documentation! 7 | =============================== 8 | 9 | ================================= 10 | grs 台灣上市上櫃股票價格擷取 11 | ================================= 12 | 13 | .. image:: https://travis-ci.org/toomore/grs.svg?branch=master 14 | :target: http://travis-ci.org/toomore/grs 15 | 16 | .. image:: https://img.shields.io/pypi/dm/grs.svg?maxAge=2592000 17 | :target: https://pypi.python.org/pypi/grs 18 | 19 | .. image:: https://img.shields.io/pypi/v/grs.svg?maxAge=2592000 20 | :target: https://pypi.python.org/pypi/grs 21 | 22 | .. image:: https://img.shields.io/pypi/wheel/grs.svg?maxAge=2592000 23 | :target: https://pypi.python.org/pypi/grs 24 | 25 | .. image:: https://img.shields.io/pypi/l/grs.svg?maxAge=2592000 26 | :target: https://pypi.python.org/pypi/grs 27 | 28 | 主要開發擷取台灣股市（TWSE）股價資料 29 | 30 | - 資料來源 `證券交易所網站 `_ 。 31 | - 資料來源 `證券櫃檯買賣中心 `_ 。 32 | 33 | 34 | 版本資訊 35 | ----------------------------- 36 | 37 | :Authors: Toomore Chiang 38 | :Version: 0.7.0 of 2016/09/11 39 | :Python Version: Python 2.7 40 | :Docs: http://grs-docs.toomore.net/ 41 | 42 | Requires 43 | ----------------------------- 44 | 45 | - python-dateutil==1.5 46 | - ujson 47 | - urllib3 48 | 49 | Report Issue or get involved 50 | ----------------------------- 51 | 52 | - Github: https://github.com/toomore/grs 53 | - Issues: https://github.com/toomore/grs/issues 54 | 55 | Web Demo 56 | ----------------------------- 57 | 58 | - grs Online: http://grs.toomore.net/ 59 | 60 | Quick start 61 | ------------ 62 | 63 | .. toctree:: 64 | :maxdepth: 2 65 | 66 | quick-start 67 | 68 | Feature 69 | ----------- 70 | 71 | .. toctree:: 72 | :maxdepth: 2 73 | 74 | 擷取股票資訊 grs.Stock 75 | 股票列表 grs.TWSENo / grs.OTCNo 76 | 判斷是否開市 grs.TWSEOpen 77 | 時間、倒數處理 grs.TWTime/Countdown 78 | 盤中即時資訊擷取 grs.RealtimeStock/RealtimeWeight 79 | 四大買賣點判斷 grs.BestFourPoint 80 | 其他錯誤訊息處理 grs.error 81 | 82 | 83 | Change Logs 84 | ----------------------------- 85 | 86 | * 0.7.0 2016/09/11 87 | - 修正：上市（TWSE）擷取連結 88 | 89 | * 0.6.2 2015/03/20 90 | - 修正：上櫃（OTC）擷取連結 91 | 92 | * 0.6.1 2014/06/11 93 | - 修正：安裝時錯誤的套件載入 94 | 95 | * 0.6.0 2014/06/10 96 | - 修正：使用 urllib3 取代 urllib2 97 | - 新增：:doc:`新格式的即時盤擷取資訊 `，包含加權指數、櫃檯指數、寶島指數 98 | 99 | * 0.5.6 2014/06/01 100 | - 修正：tools 儲存路徑 101 | - 新增：日常交易的代碼與名稱（:func:`grs.twseno.ImportCSV.get_stock_list` ） 102 | - 新增：日常交易的類別代碼與名稱（:func:`grs.twseno.ImportCSV.get_stock_comps_list` ） 103 | - 已知問題：盤中即時資訊擷取無法使用 grs.RealtimeStock/RealtimeWeight 104 | 105 | * 0.5.5 2014/05/18 106 | - 修正： :func:`grs.fetch_data.SimpleAnalytics.CKMAO` to be classmethod. 107 | 108 | * 0.5.4 2014/05/12 109 | - 新增：MA, MAO, MAV, CKMAO into :class:`grs.fetch_data.SimpleAnalytics`. 110 | 111 | * 0.5.3 2014/04/17 112 | - 修正：離線時的錯誤訊息 113 | - 修正：`realtime` str format. 114 | 115 | * 0.5.2 2014/04/12 116 | - 修正：字串判斷使用 `basestring`. 117 | 118 | * 0.5.1 2014/04/08 119 | - 修正：套件遺漏 csv 檔案 120 | 121 | * 0.5.0 2014/03/04 122 | - 新增：上櫃資訊（ `櫃台買賣中心 `_ ） 123 | - 修正：股票代碼列表回傳（TWSENo）代碼值改為 *string*. 124 | 125 | * 0.4.3 2014/01/22 126 | - 新增： `grs 文件 `_. 127 | 128 | * 0.4.2 2014/01/11 129 | - 修正：Stock ``stock_no``, RealtimeStock ``no`` 必須為 *string*. 130 | `Issues #9 `_ 131 | 132 | * 0.4.1 2014/01/02 133 | - 修正：Countdown().countdown 秒數問題 134 | - 新增：twse_no, twse_open, twse_realtime, countdown into unittest 135 | - 移除：Support Python 2.6 136 | 137 | * 0.4.0 2013/12/30 138 | - 修正：Naming Convention 139 | - 修正：Coding style to fit PEP8 140 | - 新增：For PyPy 141 | 142 | * 0.3.0 2013/12/18 143 | - 更新：股票代碼列表 144 | - 更新：2014 年集中交易市場開（休）市日期表 145 | 146 | * 0.2.1 2013/12/16 147 | - 修正：部分資料改用 tuple 148 | 149 | * 0.2.0 2012/04/13 150 | - 修正：輸出中文統一使用 Unicode 151 | - 修正：需要套件 python-dateutil 調整為 1.5 152 | - 修正：Web Demo 網站網址 153 | - 新增：Stock.plusMons() 擴充月份資料 154 | 155 | * 0.1.4 2012/04/01 156 | - 修正：每月首日無資料抓取問題 157 | 158 | * 0.1.3 2012/03/31 159 | - 修正：Countdown 倒數時間計算錯誤（dateutil.relativedelta） 160 | 161 | * 0.1.2 2012/03/31 162 | - 修正：grs 倒數時間計算錯誤（dateutil.relativedelta） 163 | 164 | Indices and tables 165 | ================== 166 | 167 | * :ref:`genindex` 168 | * :ref:`modindex` 169 | * :ref:`search` 170 | -------------------------------------------------------------------------------- /grs/best_buy_or_sell.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' Best buy or sell ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | 23 | 24 | class BestFourPoint(object): 25 | """ 四大買點組合 26 | 27 | :param grs.Stock data: 個股資料 28 | """ 29 | def __init__(self, data): 30 | self.data = data 31 | 32 | def bias_ratio(self, positive_or_negative=False): 33 | """ 判斷乖離 34 | 35 | :param bool positive_or_negative: 正乖離 為 True，負乖離 為 False 36 | """ 37 | return self.data.check_moving_average_bias_ratio( 38 | self.data.moving_average_bias_ratio(3, 6)[0], 39 | positive_or_negative=positive_or_negative)[0] 40 | 41 | def check_plus_bias_ratio(self): 42 | """ 正乖離扣至最大 """ 43 | return self.bias_ratio(True) 44 | 45 | def check_mins_bias_ratio(self): 46 | """ 負乖離扣至最大 """ 47 | return self.bias_ratio() 48 | 49 | ##### 四大買點 ##### 50 | def best_buy_1(self): 51 | """ 量大收紅 52 | 53 | :rtype: bool 54 | """ 55 | result = self.data.value[-1] > self.data.value[-2] and \ 56 | self.data.price[-1] > self.data.openprice[-1] 57 | return result 58 | 59 | def best_buy_2(self): 60 | """ 量縮價不跌 61 | 62 | :rtype: bool 63 | """ 64 | result = self.data.value[-1] < self.data.value[-2] and \ 65 | self.data.price[-1] > self.data.price[-2] 66 | return result 67 | 68 | def best_buy_3(self): 69 | """ 三日均價由下往上 70 | 71 | :rtype: bool 72 | """ 73 | return self.data.moving_average(3)[1] == 1 74 | 75 | def best_buy_4(self): 76 | """ 三日均價大於六日均價 77 | 78 | :rtype: bool 79 | """ 80 | return self.data.moving_average(3)[0][-1] > \ 81 | self.data.moving_average(6)[0][-1] 82 | 83 | ##### 四大賣點 ##### 84 | def best_sell_1(self): 85 | """ 量大收黑 86 | 87 | :rtype: bool 88 | """ 89 | result = self.data.value[-1] > self.data.value[-2] and \ 90 | self.data.price[-1] < self.data.openprice[-1] 91 | return result 92 | 93 | def best_sell_2(self): 94 | """ 量縮價跌 95 | 96 | :rtype: bool 97 | """ 98 | result = self.data.value[-1] < self.data.value[-2] and \ 99 | self.data.price[-1] < self.data.price[-2] 100 | return result 101 | 102 | def best_sell_3(self): 103 | """ 三日均價由上往下 104 | 105 | :rtype: bool 106 | """ 107 | return self.data.moving_average(3)[1] == -1 108 | 109 | def best_sell_4(self): 110 | """ 三日均價小於六日均價 111 | 112 | :rtype: bool 113 | """ 114 | return self.data.moving_average(3)[0][-1] < \ 115 | self.data.moving_average(6)[0][-1] 116 | 117 | def best_four_point_to_buy(self): 118 | """ 判斷是否為四大買點 119 | 120 | :rtype: str or False 121 | """ 122 | result = [] 123 | if self.check_mins_bias_ratio() and \ 124 | (self.best_buy_1() or self.best_buy_2() or self.best_buy_3() or \ 125 | self.best_buy_4()): 126 | if self.best_buy_1(): 127 | result.append(self.best_buy_1.__doc__.strip().decode('utf-8')) 128 | if self.best_buy_2(): 129 | result.append(self.best_buy_2.__doc__.strip().decode('utf-8')) 130 | if self.best_buy_3(): 131 | result.append(self.best_buy_3.__doc__.strip().decode('utf-8')) 132 | if self.best_buy_4(): 133 | result.append(self.best_buy_4.__doc__.strip().decode('utf-8')) 134 | result = ', '.join(result) 135 | else: 136 | result = False 137 | return result 138 | 139 | def best_four_point_to_sell(self): 140 | """ 判斷是否為四大賣點 141 | 142 | :rtype: str or False 143 | """ 144 | result = [] 145 | if self.check_plus_bias_ratio() and \ 146 | (self.best_sell_1() or self.best_sell_2() or self.best_sell_3() or \ 147 | self.best_sell_4()): 148 | if self.best_sell_1(): 149 | result.append(self.best_sell_1.__doc__.strip().decode('utf-8')) 150 | if self.best_sell_2(): 151 | result.append(self.best_sell_2.__doc__.strip().decode('utf-8')) 152 | if self.best_sell_3(): 153 | result.append(self.best_sell_3.__doc__.strip().decode('utf-8')) 154 | if self.best_sell_4(): 155 | result.append(self.best_sell_4.__doc__.strip().decode('utf-8')) 156 | result = ', '.join(result) 157 | else: 158 | result = False 159 | return result 160 | 161 | def best_four_point(self): 162 | """ 判斷買點或賣點 163 | 164 | :rtype: tuple 165 | :returns: (bool, str) 166 | """ 167 | buy = self.best_four_point_to_buy() 168 | sell = self.best_four_point_to_sell() 169 | 170 | if buy: 171 | return True, buy 172 | elif sell: 173 | return False, sell 174 | 175 | return None 176 | -------------------------------------------------------------------------------- /test_unittest.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' Unittest ''' 3 | import grs 4 | import unittest 5 | from datetime import datetime 6 | from types import BooleanType 7 | from types import NoneType 8 | 9 | 10 | class TestGrs(unittest.TestCase): 11 | def get_data(self): 12 | self.stock_no = '2618' 13 | self.data = grs.Stock(self.stock_no) 14 | 15 | def test_stock(self): 16 | self.get_data() 17 | assert self.data.info[0] == self.stock_no 18 | 19 | def test_best_buy_or_sell(self): 20 | self.get_data() 21 | assert isinstance(grs.BestFourPoint(self.data).best_four_point(), 22 | (tuple, NoneType)) 23 | 24 | def test_moving_average(self): 25 | self.get_data() 26 | result = self.data.moving_average(3) 27 | assert isinstance(result[0], list) 28 | assert isinstance(result[1], int) 29 | assert result == self.data.MA(3) 30 | 31 | def test_moving_average_value(self): 32 | self.get_data() 33 | result = self.data.moving_average_value(3) 34 | assert isinstance(result[0], list) 35 | assert isinstance(result[1], int) 36 | assert result == self.data.MAV(3) 37 | 38 | def test_moving_average_bias_ratio(self): 39 | self.get_data() 40 | result = self.data.moving_average_bias_ratio(6, 3) 41 | assert isinstance(result[0], list) 42 | assert isinstance(result[1], int) 43 | assert result == self.data.MAO(6, 3) 44 | 45 | def test_check_moving_average_bias_ratio(self): 46 | self.get_data() 47 | param = (self.data.moving_average_bias_ratio(6, 3)[0], True) 48 | result = self.data.check_moving_average_bias_ratio(*param)[0] 49 | assert isinstance(result, BooleanType) 50 | assert result == self.data.CKMAO(*param)[0] 51 | 52 | def test_CKMAO_classmethod(self): 53 | self.get_data() 54 | result = grs.fetch_data.SimpleAnalytics.CKMAO(self.data.MAO(3, 6)[0]) 55 | assert isinstance(result, tuple) 56 | assert len(result) == 3 57 | 58 | def test_stock_value(self): 59 | self.get_data() 60 | assert isinstance(self.data.price, list) 61 | assert isinstance(self.data.openprice, list) 62 | assert isinstance(self.data.value, list) 63 | 64 | @staticmethod 65 | def test_twse_no(): 66 | twse_no = grs.TWSENo() 67 | assert isinstance(twse_no.all_stock, dict) 68 | result = twse_no.search(u'中') 69 | # 1701 中化 70 | assert '1701' in result 71 | result = twse_no.searchbyno(17) 72 | assert '1701' in result 73 | 74 | @staticmethod 75 | def test_twse_code_comps(): 76 | twseno = grs.TWSENo() 77 | industry_code = twseno.industry_code 78 | industry_comps = twseno.industry_comps 79 | for i in industry_comps: 80 | assert i in industry_code 81 | 82 | @staticmethod 83 | def test_twse_open(): 84 | is_open = grs.TWSEOpen() 85 | result = is_open.d_day(datetime(2014, 1, 1)) 86 | assert result is False 87 | 88 | @staticmethod 89 | @unittest.skip('Known issues.') 90 | def test_realtime(): 91 | real_time = grs.RealtimeStock('2618') 92 | assert real_time.real['no'] == '2618' 93 | real_time = grs.RealtimeWeight() 94 | assert real_time.real['no'] == '1' 95 | real_time = grs.RealtimeStock('0050') 96 | assert real_time.real['no'] == '0050' 97 | try: 98 | real_time = grs.RealtimeStock(0050) 99 | except AssertionError: 100 | pass 101 | 102 | @staticmethod 103 | def test_countdown(): 104 | result = grs.Countdown().countdown 105 | assert isinstance(result, int) 106 | 107 | @staticmethod 108 | def test_taiwan_50(): 109 | stock = grs.Stock('0050') 110 | assert u'元大台灣50' == stock.info[1] 111 | try: 112 | stock = grs.Stock(0050) 113 | except AssertionError: 114 | pass 115 | 116 | class TestGrsOTC(unittest.TestCase): 117 | def get_data(self): 118 | self.stock_no = '8446' 119 | self.data = grs.Stock(self.stock_no) 120 | 121 | def test_stock(self): 122 | self.get_data() 123 | assert self.data.info[0] == self.stock_no 124 | 125 | def test_best_buy_or_sell(self): 126 | self.get_data() 127 | assert isinstance(grs.BestFourPoint(self.data).best_four_point(), 128 | (tuple, NoneType)) 129 | 130 | def test_moving_average(self): 131 | self.get_data() 132 | result = self.data.moving_average(3) 133 | assert isinstance(result[0], list) 134 | assert isinstance(result[1], int) 135 | 136 | def test_moving_average_value(self): 137 | self.get_data() 138 | result = self.data.moving_average_value(3) 139 | assert isinstance(result[0], list) 140 | assert isinstance(result[1], int) 141 | 142 | def test_moving_average_bias_ratio(self): 143 | self.get_data() 144 | result = self.data.moving_average_bias_ratio(6, 3) 145 | assert isinstance(result[0], list) 146 | assert isinstance(result[1], int) 147 | 148 | def test_check_moving_average_bias_ratio(self): 149 | self.get_data() 150 | result = self.data.check_moving_average_bias_ratio( 151 | self.data.moving_average_bias_ratio(3, 6)[0], 152 | positive_or_negative=True)[0] 153 | assert isinstance(result, BooleanType) 154 | 155 | def test_stock_value(self): 156 | self.get_data() 157 | assert isinstance(self.data.price, list) 158 | assert isinstance(self.data.openprice, list) 159 | assert isinstance(self.data.value, list) 160 | 161 | @staticmethod 162 | def test_otc_no(): 163 | otc_no = grs.OTCNo() 164 | assert isinstance(otc_no.all_stock, dict) 165 | result = otc_no.search(u'華') 166 | # 8446 華研 167 | assert '8446' in result 168 | result = otc_no.searchbyno(46) 169 | assert '8446' in result 170 | 171 | @staticmethod 172 | def test_otc_code_comps(): 173 | twseno = grs.OTCNo() 174 | industry_code = twseno.industry_code 175 | industry_comps = twseno.industry_comps 176 | for i in industry_comps: 177 | assert i in industry_code 178 | 179 | 180 | if __name__ == '__main__': 181 | unittest.main() 182 | -------------------------------------------------------------------------------- /docs/source/quick-start.rst: -------------------------------------------------------------------------------- 1 | 2 | Quick Start 3 | =========== 4 | 5 | 擷取上市股價資訊 6 | ----------------------------- 7 | 8 | :: 9 | 10 | from grs import Stock 11 | 12 | stock = Stock('2618') # 擷取長榮航股價 13 | print stock.moving_average(5) # 計算五日均價與持續天數 14 | print stock.moving_average_value(5) # 計算五日均量與持續天數 15 | print stock.moving_average_bias_ratio(5, 10) # 計算五日、十日乖離值與持續天數 16 | 17 | 18 | 擷取 12 個月份資料 19 | ----------------------------- 20 | 21 | :: 22 | 23 | stock = Stock('2618', 12) 24 | 25 | 26 | 輸出 CSV 檔 27 | ----------------------------- 28 | 29 | :: 30 | 31 | stock.out_putfile('/dev/shm/2618.csv') 32 | 33 | 34 | 擷取上櫃股價資訊 35 | ----------------------------- 36 | 37 | :: 38 | 39 | from grs import Stock 40 | 41 | stock = Stock('8446') # 擷取華研股價 42 | print stock.moving_average(5) # 計算五日均價與持續天數 43 | print stock.moving_average_value(5) # 計算五日均量與持續天數 44 | print stock.moving_average_bias_ratio(5, 10) # 計算五日、十日乖離值與持續天數 45 | 46 | 47 | 如果已確定該代碼為上市或上櫃股票，可以直接指定參數跳過查表動作。 48 | 49 | :: 50 | 51 | stock = Stock('2618', twse=True) # 擷取長榮航股價 52 | stock = Stock('8446', otc=True) # 擷取華研股價 53 | 54 | 55 | .. seealso:: :doc:`fetch_data` 56 | 57 | 顯示台灣時間：TWTime 58 | ----------------------------- 59 | 60 | 適用於其他時區查詢台灣當地時間。 61 | 62 | :: 63 | 64 | from grs import TWTime 65 | 66 | what_time = TWTime() 67 | what_time.now() # 顯示台灣此刻時間 68 | what_time.localtime() # 顯示當地此刻時間 69 | 70 | .. seealso:: :doc:`tw_time` 71 | 72 | 判斷台灣股市是否開市：TWSEOpen 73 | ---------------------------------- 74 | 75 | :: 76 | 77 | from grs import TWSEOpen 78 | from datetime import datetime 79 | 80 | open_or_not = TWSEOpen() 81 | 82 | open_or_not.d_day(datetime.today()) # 判斷今天是否開市 83 | # 回傳 True or False 84 | open_or_not.d_day(datetime(2012, 12, 22)) # 判斷 2012/12/22 是否開市 85 | 86 | .. seealso:: :doc:`twseopen` 87 | 88 | 89 | 各股即時盤資訊：RealtimeTWSE / RealtimeOTC 90 | --------------------------------------------- 91 | 92 | 上市即時資訊 93 | 94 | :: 95 | 96 | from grs import RealtimeTWSE 97 | 98 | realtime_stock = RealtimeTWSE('2618') # 擷取長榮航即時股價 99 | realtime_stock.raw # 原始資料 100 | realtime_stock.data # 回傳 type: dict 101 | 102 | 103 | 上櫃即時資訊 104 | 105 | :: 106 | 107 | from grs import RealtimeOTC 108 | 109 | realtime_stock = RealtimeOTC('8446') # 擷取華研即時股價 110 | realtime_stock.raw # 原始資料 111 | realtime_stock.data # 回傳 type: dict 112 | 113 | .. seealso:: :doc:`realtime` 114 | 115 | 大盤即時盤資訊：RealtimeWeight（加權指數、櫃檯指數、寶島指數） 116 | --------------------------------------------------------------- 117 | 118 | :: 119 | 120 | from grs import RealtimeWeight 121 | 122 | realtime_weight = RealtimeWeight() # 擷取即時大盤資訊 123 | realtime_weight.raw # 原始檔案 124 | realtime_weight.data # 回傳 type: dict 125 | 126 | .. seealso:: :doc:`realtime` 127 | 128 | 129 | 上市股票代碼列表：TWSENo 130 | ----------------------------- 131 | 132 | 回傳上市股票代碼與搜尋 133 | 134 | :: 135 | 136 | from grs import TWSENo 137 | 138 | 139 | twse_no = TWSENo() 140 | twse_no.all_stock # 所有股票名稱、代碼 type: dict 141 | twse_no.all_stock_no # 所有股票代碼 type: list 142 | twse_no.all_stock_name # 所有股票名稱 type: list 143 | twse_no.industry_code # 回傳類別代碼 type: dict 144 | twse_no.industry_comps # 回傳類別所屬股票代碼 type: dict 145 | twse_no.search(u'中') # 搜尋股票名稱，回傳 type: dict 146 | twse_no.searchbyno(23) # 搜尋股票代碼，回傳 type: dict 147 | twse_no.last_update # 回傳列表最後更新時間（非同步）type: str 148 | 149 | .. seealso:: :doc:`twseno` 150 | 151 | 單日倒數時間：Countdown 152 | ----------------------------- 153 | 154 | 適用於設定 cache 時間。 155 | 156 | :: 157 | 158 | from grs import Countdown 159 | 160 | countdown = Countdown(hour=14, minutes=30) # 預設為 14:30 161 | countdown.nextday # 下一個 14:30 日期 162 | countdown.countdown # 到數秒數 163 | countdown.exptime # 下一個 14:30 日期時間（type: datetime） 164 | countdown.lastmod # 前一個 14:30 日期時間（type: datetime） 165 | 166 | .. seealso:: :doc:`tw_time` 167 | 168 | 判斷乖離轉折點：Stock(no).check_moving_average_bias_ratio 169 | ------------------------------------------------------------------ 170 | 171 | 判斷乖離轉折點 172 | 173 | :: 174 | 175 | from grs import Stock 176 | 177 | stock = Stock('2618') 178 | data = stock.moving_average_bias_ratio(3, 6)[0] # 取得 3-6 乖離值 type: list 179 | 180 | # 計算五個區間負乖離轉折點 181 | check_data = stock.check_moving_average_bias_ratio(data, sample=5, 182 | positive_or_negative= False) 183 | print check_data # (T/F, 第幾轉折日, 乖離轉折點值) type: tuple 184 | 185 | .. seealso:: :doc:`fetch_data` 186 | 187 | 四大買賣點判斷：BestFourPoint 188 | ---------------------------------- 189 | 190 | 判斷是否為技術分析的四大買賣點，條件成立，回傳條件結果，判斷結果僅供參考！ 191 | 192 | :: 193 | 194 | from grs import BestFourPoint 195 | from grs import Stock 196 | 197 | stock = Stock('2618') 198 | result = BestFourPoint(stock) 199 | result.best_four_point_to_buy() # 判斷是否為四大買點 200 | result.best_four_point_to_sell() # 判斷是否為四大賣點 201 | result.best_four_point() # 綜合判斷 202 | 203 | 全部上市股票檢視 204 | 205 | :: 206 | 207 | from grs import BestFourPoint 208 | from grs import Stock 209 | from grs import TWSENo 210 | 211 | stock_no_list = TWSENo().all_stock_no 212 | 213 | for i in stock_no_list: 214 | try: 215 | best_point, info = BestFourPoint(Stock(i)).best_four_point() 216 | if best_point: # 買點 217 | print 'Buy: {0} {1}'.format(i, info) 218 | else: # 賣點 219 | print 'Sell: {0} {1}'.format(i, info) 220 | except: # 不作為或資料不足 221 | print 'X: {0}'.format(i) 222 | 223 | .. seealso:: :doc:`best_buy_or_sell` 224 | 225 | 擴充月份資料：Stock(no).plus_mons(month) 226 | ----------------------------------------------- 227 | 228 | 當原有的月份資料不夠時，不需要從頭抓取，只需要給予增額月份值即可。 229 | 230 | :: 231 | 232 | from grs import Stock 233 | 234 | stock = Stock('2618') # 預設為抓取３個月份資料 235 | stock.moving_average(60) 236 | IndexError: list index out of range # 資料不足 237 | len(stock.raw) # 回傳 51 個值 238 | stock.plus_mons(1) # 在抓取一個月資料 239 | len(stock.raw) # 回傳 66 個值 240 | stock.moving_average(60) # 計算成功 241 | 242 | .. seealso:: :doc:`fetch_data` 243 | -------------------------------------------------------------------------------- /grs/twseno.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' TWSE stock no. ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | import csv 23 | import os 24 | import re 25 | 26 | 27 | class ImportCSV(object): 28 | """ Import CSV 29 | 30 | :param path stock_no_files: 個股檔案列表 31 | :param path industry_code_files: 個股分類表 32 | """ 33 | def __init__(self, stock_no_files, industry_code_files): 34 | self.industry_code_files = industry_code_files 35 | self.last_update = '' 36 | self.stock_no_files = stock_no_files 37 | self.__allstockno = self.importcsv() 38 | 39 | def importcsv(self): 40 | ''' import data from csv ''' 41 | csv_path = os.path.join(os.path.dirname(__file__), self.stock_no_files) 42 | with open(csv_path) as csv_file: 43 | csv_data = csv.reader(csv_file) 44 | result = {} 45 | for i in csv_data: 46 | try: 47 | result[i[0]] = str(i[1]).decode('utf-8') 48 | except ValueError: 49 | if i[0] == 'UPDATE': 50 | self.last_update = str(i[1]).decode('utf-8') 51 | else: 52 | pass 53 | return result 54 | 55 | def __industry_code(self): 56 | ''' import industry_code ''' 57 | csv_path = os.path.join(os.path.dirname(__file__), 58 | self.industry_code_files) 59 | with open(csv_path) as csv_file: 60 | csv_data = csv.reader(csv_file) 61 | result = {} 62 | for i in csv_data: 63 | result[i[0]] = i[1].decode('utf-8') 64 | return result 65 | 66 | def __loadindcomps(self): 67 | ''' import industry comps ''' 68 | csv_path = os.path.join(os.path.dirname(__file__), self.stock_no_files) 69 | with open(csv_path) as csv_file: 70 | csv_data = csv.reader(csv_file) 71 | result = {} 72 | check_words = re.compile(r'^[\d]{2,}[\w]?') 73 | for i in csv_data: 74 | if check_words.match(i[2]): 75 | try: 76 | result[i[2]].append(i[0].decode('utf-8')) 77 | except (ValueError, KeyError): 78 | try: 79 | result[i[2]] = [i[0].decode('utf-8')] 80 | except KeyError: 81 | pass 82 | return result 83 | 84 | def search(self, name): 85 | """ 搜尋股票名稱 by unicode 86 | 87 | :param str name: 欲搜尋的字串 88 | :rtype: dict 89 | """ 90 | pattern = re.compile(name) 91 | result = {} 92 | for i in self.__allstockno: 93 | query = re.search(pattern, self.__allstockno[i]) 94 | if query: 95 | query.group() 96 | result[i] = self.__allstockno[i] 97 | return result 98 | 99 | def searchbyno(self, no): 100 | """ 搜尋股票代碼 101 | 102 | :param str no: 欲搜尋的字串 103 | :rtype: dict 104 | """ 105 | pattern = re.compile(str(no)) 106 | result = {} 107 | for i in self.__allstockno: 108 | query = re.search(pattern, str(i)) 109 | if query: 110 | query.group() 111 | result[i] = self.__allstockno[i] 112 | return result 113 | 114 | @property 115 | def all_stock(self): 116 | """ 回傳股票代碼與名稱 117 | 118 | :rtype: dict 119 | """ 120 | return self.__allstockno 121 | 122 | @property 123 | def all_stock_no(self): 124 | """ 回傳股票代碼 125 | 126 | :rtype: list 127 | """ 128 | return self.__allstockno.keys() 129 | 130 | @property 131 | def all_stock_name(self): 132 | """ 回傳股票名稱 133 | 134 | :rtype: list 135 | """ 136 | return self.__allstockno.values() 137 | 138 | @property 139 | def industry_code(self): 140 | """ 回傳類別代碼 141 | 142 | :rtype: dict 143 | """ 144 | return self.__industry_code() 145 | 146 | @property 147 | def industry_comps(self): 148 | """ 回傳分類的股票 149 | 150 | :rtype: dict 151 | """ 152 | return self.__loadindcomps() 153 | 154 | def get_stock_comps_list(self): 155 | """ 回傳日常交易的類別代碼與名稱 156 | 157 | :rtype: dict 158 | 159 | .. versionadded:: 0.5.6 160 | """ 161 | code_list = self.industry_code 162 | stock_comps_list = {} 163 | 164 | for i in code_list: 165 | if len(i) == 2 and i.isdigit(): 166 | stock_comps_list.update({i: code_list[i]}) 167 | 168 | return stock_comps_list 169 | 170 | def get_stock_list(self): 171 | """ 回傳日常交易的代碼與名稱 172 | 173 | :rtype: dict 174 | 175 | .. versionadded:: 0.5.6 176 | """ 177 | all_stock = self.all_stock 178 | industry_comps = self.industry_comps 179 | result = {} 180 | 181 | for comps_no in self.get_stock_comps_list(): 182 | if comps_no in industry_comps: 183 | for stock_no in industry_comps[comps_no]: 184 | result.update({stock_no: all_stock[stock_no]}) 185 | return result 186 | 187 | class TWSENo(ImportCSV): 188 | """ 上市股票代碼與搜尋 """ 189 | def __init__(self): 190 | super(TWSENo, self).__init__('twse_list.csv', 'industry_code.csv') 191 | 192 | 193 | class OTCNo(ImportCSV): 194 | """ 上櫃股票(OTC, Over-the-counter) 代碼與搜尋""" 195 | def __init__(self): 196 | super(OTCNo, self).__init__('otc_list.csv', 'industry_code_otc.csv') 197 | 198 | 199 | if __name__ == '__main__': 200 | t = TWSENo() 201 | #t = OTCNo() 202 | t_list = t.get_stock_list() 203 | print t_list 204 | -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- 1 | # 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The pseudo-XML files are in $(BUILDDIR)/pseudoxml." 178 | -------------------------------------------------------------------------------- /grs/realtime.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | ''' Get TWSE real time data. ''' 3 | # From http://github.com/toomore/tw-stock 4 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 5 | # 6 | # Permission is hereby granted, free of charge, to any person obtaining a copy 7 | # of this software and associated documentation files (the "Software"), to deal 8 | # in the Software without restriction, including without limitation the rights 9 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 10 | # copies of the Software, and to permit persons to whom the Software is 11 | # furnished to do so, subject to the following conditions: 12 | # 13 | # The above copyright notice and this permission notice shall be included in 14 | # all copies or substantial portions of the Software. 15 | # 16 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 22 | # THE SOFTWARE. 23 | 24 | import csv 25 | import logging 26 | import random 27 | import urllib3 28 | from .error import ConnectionError 29 | 30 | TSE_URL = 'http://mis.tse.com.tw/' 31 | TSE_CONNECTIONS = urllib3.connection_from_url(TSE_URL) 32 | 33 | def covstr(strings): 34 | """ convert string to int or float. """ 35 | try: 36 | result = int(strings) 37 | except ValueError: 38 | result = float(strings) 39 | return result 40 | 41 | 42 | class RealtimeStock(object): 43 | """ Real time fetch TW stock data. 44 | 擷取即時盤的股價資訊 45 | 46 | :param str no: 股票代碼 47 | :rtype: dict 48 | """ 49 | def __init__(self, no): 50 | assert isinstance(no, basestring), '`no` must be a string' 51 | self.__raw = '' 52 | try: 53 | page = TSE_CONNECTIONS.urlopen('GET', '/data/%s.csv?r=%s' % (no, 54 | random.randrange(1, 10000))).data 55 | except urllib3.exceptions.HTTPError: 56 | raise ConnectionError(), u'IN OFFLINE, NO DATA FETCH.' 57 | 58 | logging.info('twsk no %s', no) 59 | reader = csv.reader(page.split('\r\n')) 60 | for i in reader: 61 | if i: 62 | self.__raw = i 63 | 64 | @property 65 | def raw(self): 66 | ''' Return raw data 67 | 68 | :rtype: list 69 | :returns: raw data list 70 | ''' 71 | return self.__raw 72 | 73 | @property 74 | def real(self): 75 | """ Real time data 76 | 77 | :rtype: dict 78 | :returns: 79 | 80 | :name: 股票名稱 Unicode 81 | :no: 股票代碼 82 | :range: 漲跌價 83 | :ranges: 漲跌判斷 True, False 84 | :time: 取得時間 85 | :max: 漲停價 86 | :min: 跌停價 87 | :unch: 昨日收盤價 88 | :pp: 漲跌幅 % 89 | :o: 開盤價 90 | :h: 當日最高價 91 | :l: 當日最低價 92 | :c: 成交價/收盤價 93 | :value: 累計成交量 94 | :pvalue: 該盤成交量 95 | :top5buy: 最佳五檔買進價量資訊 96 | :top5sell: 最佳五檔賣出價量資訊 97 | :crosspic: K線圖 by Google Chart 98 | """ 99 | try: 100 | unch = sum([covstr(self.__raw[3]), covstr(self.__raw[4])]) / 2 101 | result = { 102 | 'name': unicode(self.__raw[36].replace(' ', ''), 'cp950'), 103 | 'no': self.__raw[0], 104 | 'range': self.__raw[1], # 漲跌價 105 | 'time': self.__raw[2], # 取得時間 106 | 'max': self.__raw[3], # 漲停價 107 | 'min': self.__raw[4], # 跌停價 108 | 'unch': '%.2f' % unch, # 昨日收盤價 109 | 'pp': '%.2f' % ((covstr(self.__raw[8]) - unch) / unch * 100), 110 | # 漲跌幅 % 111 | 'o': self.__raw[5], # 開盤價 112 | 'h': self.__raw[6], # 當日最高價 113 | 'l': self.__raw[7], # 當日最低價 114 | 'c': self.__raw[8], # 成交價/收盤價 115 | 'value': self.__raw[9], # 累計成交量 116 | 'pvalue': self.__raw[10], # 該盤成交量 117 | 'top5buy': [ 118 | (self.__raw[11], self.__raw[12]), 119 | (self.__raw[13], self.__raw[14]), 120 | (self.__raw[15], self.__raw[16]), 121 | (self.__raw[17], self.__raw[18]), 122 | (self.__raw[19], self.__raw[20]) 123 | ], 124 | 'top5sell': [ 125 | (self.__raw[21], self.__raw[22]), 126 | (self.__raw[23], self.__raw[24]), 127 | (self.__raw[25], self.__raw[26]), 128 | (self.__raw[27], self.__raw[28]), 129 | (self.__raw[29], self.__raw[30]) 130 | ] 131 | } 132 | 133 | if '-' in self.__raw[1]: # 漲跌判斷 True, False 134 | result['ranges'] = False # price down 135 | else: 136 | result['ranges'] = True # price up 137 | 138 | result['crosspic'] = ("http://chart.apis.google.com/chart?" + 139 | "chf=bg,s,ffffff&chs=20x50&cht=ls" + 140 | "&chd=t1:0,0,0|0,%(h)s,0|0,%(c)s,0|0,%(o)s,0|0,%(l)s,0" + 141 | "&chds=%(l)s,%(h)s&chm=F,,1,1:4,20") % result 142 | 143 | result['top5buy'].sort() 144 | result['top5sell'].sort() 145 | 146 | return result 147 | except (IndexError, ValueError): 148 | return False 149 | 150 | 151 | class RealtimeWeight(object): 152 | """ 大盤/各類別即時盤資訊 153 | 154 | 代碼可以參考：http://goristock.appspot.com/API#apiweight 155 | """ 156 | def __init__(self): 157 | """ 大盤/各類別即時盤資訊 158 | 代碼可以參考：http://goristock.appspot.com/API#apiweight 159 | """ 160 | self.__raw = {} 161 | try: 162 | page = TSE_CONNECTIONS.urlopen('GET', 163 | '/data/TSEIndex.csv?r=%s' % random.randrange(1, 10000)).data 164 | except urllib3.exceptions.HTTPError: 165 | raise ConnectionError(), u'IN OFFLINE, NO DATA FETCH.' 166 | 167 | reader = csv.reader(page.split('\r\n')) 168 | for i in reader: 169 | if i: 170 | if '-' in i[3]: 171 | up_or_down = False 172 | else: 173 | up_or_down = True 174 | self.__raw[i[0]] = { 175 | 'no': i[0], 176 | 'time': i[1], 177 | 'value': i[2], 178 | 'range': i[3], 179 | 'up_or_down': up_or_down} 180 | # 大盤成交量，單位：億。 181 | self.__raw['200']['v2'] = int( 182 | self.__raw['200']['value'].replace(',', '')) / 100000000 183 | 184 | @property 185 | def raw(self): 186 | ''' Return raw data 187 | 188 | :rtype: list 189 | :returns: raw data list 190 | ''' 191 | return self.__raw 192 | 193 | @property 194 | def real(self): 195 | ''' Get realtime data 196 | 197 | :rtype: dict 198 | :returns: 代碼可以參考：http://goristock.appspot.com/API#apiweight 199 | ''' 200 | result = self.__raw['1'].copy() 201 | result['c'] = self.__raw['1']['value'] 202 | result['value'] = self.__raw['200']['v2'] 203 | result['date'] = self.__raw['0']['time'] 204 | return result 205 | -------------------------------------------------------------------------------- /grs/realtime2.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | import time 3 | import ujson as json 4 | import urllib3 5 | from datetime import datetime 6 | 7 | URL = urllib3.connection_from_url('http://mis.tse.com.tw/', 8 | #headers={'Accept-Language': 'en-US'}) 9 | headers={'Accept-Language': 'zh-TW'}) 10 | 11 | #STOCKPATH = '/stock/api/getStockInfo.jsp?ex_ch=tse_1101.tw_20140530&json=1&delay=0&_=1401450118102' 12 | STOCKPATH = '/stock/api/getStockInfo.jsp?ex_ch=%(exchange)s_%(no)s.tw_%(date)s&json=1&delay=%(delay)s&_=%(timestamp)s' 13 | #WEIGHTPATH = '/stock/api/getStockInfo.jsp?ex_ch=tse_t00.tw|otc_o00.tw|tse_FRMSA.tw&json=1&delay=0&_=1401464211663' 14 | WEIGHTPATH = '/stock/api/getStockInfo.jsp?ex_ch=tse_t00.tw_%(date)s|otc_o00.tw_%(date)s|tse_FRMSA.tw_%(date)s&json=1&delay=%(delay)s&_=%(timestamp)s' 15 | 16 | 17 | class Realtime(object): 18 | """ Real time fetch TWSE, OTC stock data. 19 | 上市、上櫃即時盤擷取工具 20 | 21 | :param str no: 股票代碼 22 | :param datetime date: 時間 23 | :param int delay: 延遲回傳 24 | :rtype: dict 25 | """ 26 | def __init__(self, no, date, delay=0): 27 | if not date: 28 | date = datetime.now() 29 | 30 | params = {'no': no, 'exchange': self._exchange, 31 | 'date': date.strftime('%Y%m%d'), 32 | 'timestamp': int(time.time()), 33 | 'delay': delay} 34 | 35 | self.result = URL.request('GET', STOCKPATH % params) 36 | 37 | @property 38 | def raw(self): 39 | """ 原始資料 40 | 41 | :rtype: dict 42 | """ 43 | return json.loads(self.result.data) 44 | 45 | @property 46 | def data(self): 47 | """ 整理後的資料 48 | 49 | :rtype: dict 50 | 51 | :returns: 52 | 53 | :best_ask_list: 最佳五檔買出價量資訊（`list`） 54 | :best_bid_list: 最佳五檔賣進價量資訊（`list`） 55 | :best_ask_price: 最佳買出價格（`float`） 56 | :best_ask_volume: 最佳買出數量（`int`） 57 | :best_bid_price: 最佳買進價格（`float`） 58 | :best_bid_volume: 最佳買進數量（`int`） 59 | :open: 開盤價格（`float`） 60 | :highest: 最高價（`float`） 61 | :lowest: 最低價（`float`） 62 | :price: 該盤成交價格（`float`） 63 | :limit_up: 漲停價（`float`） 64 | :limit_down: 跌停價（`float`） 65 | :volume: 該盤成交量（`int`） 66 | :volume_acc: 累計成交量（`int`） 67 | :yesterday_price: 昨日收盤價格（`float`） 68 | :diff: 漲跌價, 漲跌百分比（`tuple`） 69 | :info: 相關資訊（`dict`） 70 | 71 | :name: 股票名稱（`str`） 72 | :full_name: 公司完整名稱（`str`） 73 | :no: 股票代碼（`str`） 74 | :ticker: 交易代碼（`str`） 75 | :exchange: 上市、上櫃（`str`） 76 | """ 77 | return self.make_format(self.raw) 78 | 79 | @staticmethod 80 | def make_format(raw): 81 | data = {} 82 | for i in raw['msgArray']: 83 | if i['c'] not in data: 84 | data[i['c']] = {} 85 | 86 | best_ask_price = [float(v) for v in i['a'].split('_')[:-1]] 87 | best_bid_price = [float(v) for v in i['b'].split('_')[:-1]] 88 | best_ask_volume = [int(v) for v in i['f'].split('_')[:-1]] 89 | best_bid_volume = [int(v) for v in i['g'].split('_')[:-1]] 90 | 91 | data[i['c']]['best_ask_list'] = zip(best_ask_price, best_ask_volume) 92 | data[i['c']]['best_bid_list'] = zip(best_bid_price, best_bid_volume) 93 | data[i['c']]['best_ask_price'] = best_ask_price[0] 94 | data[i['c']]['best_ask_volume'] = best_ask_volume[0] 95 | data[i['c']]['best_bid_price'] = best_bid_price[0] 96 | data[i['c']]['best_bid_volume'] = best_bid_volume[0] 97 | data[i['c']]['open'] = float(i['o']) 98 | data[i['c']]['highest'] = float(i['h']) 99 | data[i['c']]['lowest'] = float(i['l']) 100 | data[i['c']]['price'] = float(i['z']) 101 | data[i['c']]['limit_up'] = float(i['u']) 102 | data[i['c']]['limit_down'] = float(i['w']) 103 | data[i['c']]['volume'] = float(i['tv']) 104 | data[i['c']]['volume_acc'] = float(i['v']) 105 | data[i['c']]['yesterday_price'] = float(i['y']) 106 | 107 | diff = data[i['c']]['price'] - data[i['c']]['open'] 108 | diff_percent = round(diff / data[i['c']]['open'] * 100, 2) 109 | data[i['c']]['diff'] = (round(diff, 2), diff_percent) 110 | 111 | data[i['c']]['info'] = {'name': i['n'], 112 | 'full_name': i['nf'], 113 | 'no': i['c'], 114 | 'ticker': i['ch'], 115 | 'exchange': i['ex'], 116 | } 117 | 118 | return data 119 | 120 | 121 | class RealtimeTWSE(Realtime): 122 | """ Real time fetch TWSE stock data. 123 | 擷取上市即時盤的股價資訊 124 | 125 | :param str no: 股票代碼 126 | :param datetime date: 時間 127 | :rtype: dict 128 | """ 129 | _exchange = 'tse' 130 | 131 | def __init__(self, no, date=None): 132 | super(RealtimeTWSE, self).__init__(no, date) 133 | 134 | 135 | class RealtimeOTC(Realtime): 136 | """ Real time fetch OTC stock data. 137 | 擷取上櫃即時盤的股價資訊 138 | 139 | :param str no: 股票代碼 140 | :param datetime date: 時間 141 | :rtype: dict 142 | """ 143 | _exchange = 'otc' 144 | 145 | def __init__(self, no, date=None): 146 | super(RealtimeOTC, self).__init__(no, date) 147 | 148 | 149 | class RealtimeWeight(object): 150 | """ Real time fetch OTC stock data. 151 | 擷取指數即時盤的股價資訊 152 | 153 | :param datetime date: 時間 154 | :param int delay: 延遲回傳 155 | :rtype: dict 156 | :returns: 157 | 158 | :t00: 加權指數（`dict`） 159 | :o00: 櫃檯指數（`dict`） 160 | :FRMSA: 寶島指數（`dict`） 161 | """ 162 | def __init__(self, date=None, delay=0): 163 | if not date: 164 | date = datetime.now() 165 | 166 | params = {'date': date.strftime('%Y%m%d'), 167 | 'timestamp': int(time.time()), 168 | 'delay': delay} 169 | 170 | self.result = URL.request('GET', WEIGHTPATH % params) 171 | 172 | @property 173 | def raw(self): 174 | """ 原始資料 175 | 176 | :rtype: dict 177 | """ 178 | return json.loads(self.result.data) 179 | 180 | @property 181 | def data(self): 182 | """ 整理後的資料 183 | 184 | :rtype: dict 185 | 186 | :returns: 187 | 188 | :open: 開盤價格（`float`） 189 | :highest: 最高價（`float`） 190 | :lowest: 最低價（`float`） 191 | :price: 該盤成交價格（`float`） 192 | :volume: 該盤成交量（`int`） 193 | :volume_acc: 累計成交量（`int`） 194 | :yesterday_price: 昨日收盤價格（`float`） 195 | :diff: 漲跌價, 漲跌百分比（`tuple`） 196 | :info: 相關資訊（`dict`） 197 | 198 | :name: 股票名稱（`str`） 199 | :no: 股票代碼（`str`） 200 | :ticker: 交易代碼（`str`） 201 | :exchange: 上市、上櫃（`str`） 202 | """ 203 | return self.make_format(self.raw) 204 | 205 | @staticmethod 206 | def make_format(raw): 207 | data = {} 208 | for i in raw['msgArray']: 209 | if i['c'] not in data: 210 | data[i['c']] = {} 211 | 212 | data[i['c']]['open'] = float(i['o']) 213 | data[i['c']]['highest'] = float(i['h']) 214 | data[i['c']]['lowest'] = float(i['l']) 215 | data[i['c']]['price'] = float(i['z']) 216 | data[i['c']]['volume'] = float(i['tv']) if i['tv'] != '-' else 0 217 | data[i['c']]['volume_acc'] = float(i['v']) if 'v' in i else 0 218 | data[i['c']]['yesterday_price'] = float(i['y']) 219 | 220 | diff = data[i['c']]['price'] - data[i['c']]['yesterday_price'] 221 | diff_percent = round(diff / data[i['c']]['yesterday_price'] * 100, 2) 222 | data[i['c']]['diff'] = (round(diff, 2), diff_percent) 223 | 224 | data[i['c']]['info'] = {'name': i['n'], 225 | 'no': i['c'], 226 | 'ticker': i['ch'], 227 | 'exchange': i['ex'], 228 | } 229 | 230 | return data 231 | 232 | if __name__ == '__main__': 233 | from pprint import pprint 234 | #realtime_data = RealtimeTWSE(1201, datetime(2014, 6, 6)) 235 | realtime_data = RealtimeTWSE(1201) 236 | #pprint(realtime_data.raw) 237 | pprint(realtime_data.data) 238 | #pprint(RealtimeOTC(8446, datetime(2014, 6, 5)).data) 239 | #realtime_weight = RealtimeWeight(datetime(2014, 6, 6)) 240 | realtime_weight = RealtimeWeight() 241 | #pprint(realtime_weight.raw) 242 | pprint(realtime_weight.data) 243 | -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- 1 | =============================== 2 | grs 台灣上市上櫃股票價格擷取 3 | =============================== 4 | 5 | .. image:: https://travis-ci.org/toomore/grs.svg?branch=master 6 | :target: http://travis-ci.org/toomore/grs 7 | 8 | .. image:: https://img.shields.io/pypi/dm/grs.svg?maxAge=2592000 9 | :target: https://pypi.python.org/pypi/grs 10 | 11 | .. image:: https://img.shields.io/pypi/v/grs.svg?maxAge=2592000 12 | :target: https://pypi.python.org/pypi/grs 13 | 14 | .. image:: https://img.shields.io/pypi/wheel/grs.svg?maxAge=2592000 15 | :target: https://pypi.python.org/pypi/grs 16 | 17 | .. image:: https://img.shields.io/pypi/l/grs.svg?maxAge=2592000 18 | :target: https://pypi.python.org/pypi/grs 19 | 20 | 主要開發擷取台灣股市（TWSE）股價資料 21 | 22 | - 資料來源 `證券交易所網站 `_ 。 23 | - 資料來源 `證券櫃檯買賣中心 `_ 。 24 | 25 | ----------------------------- 26 | 版本資訊 27 | ----------------------------- 28 | 29 | :Authors: Toomore Chiang 30 | :Version: 0.7.0 of 2016/09/11 31 | :Python Version: Python 2.7 32 | :Docs: http://grs-docs.toomore.net/ 33 | 34 | ----------------------------- 35 | Requires 36 | ----------------------------- 37 | 38 | - python-dateutil==1.5 39 | - ujson 40 | - urllib3 41 | 42 | ----------------------------- 43 | Report Issue or get involved 44 | ----------------------------- 45 | 46 | - Github: https://github.com/toomore/grs 47 | - Issues: https://github.com/toomore/grs/issues 48 | 49 | ----------------------------- 50 | Web Demo 51 | ----------------------------- 52 | 53 | - grs Online: http://grs.toomore.net/ 54 | 55 | ----------------------------- 56 | Quick Start 57 | ----------------------------- 58 | 59 | 簡單計算 60 | 61 | :: 62 | 63 | from grs import Stock 64 | 65 | stock = Stock('2618') # 擷取長榮航股價 66 | print stock.moving_average(5) # 計算五日均價與持續天數 67 | print stock.moving_average_value(5) # 計算五日均量與持續天數 68 | print stock.moving_average_bias_ratio(5, 10) # 計算五日、十日乖離值與持續天數 69 | 70 | 71 | 擷取 12 個月份資料 72 | 73 | :: 74 | 75 | stock = Stock('2618', 12) 76 | 77 | 78 | 輸出 CSV 檔 79 | 80 | :: 81 | 82 | stock.out_putfile('/dev/shm/2618.csv') 83 | 84 | 85 | 擷取上櫃股價資訊 86 | 87 | :: 88 | 89 | from grs import Stock 90 | 91 | stock = Stock('8446') # 擷取華研股價 92 | print stock.moving_average(5) # 計算五日均價與持續天數 93 | print stock.moving_average_value(5) # 計算五日均量與持續天數 94 | print stock.moving_average_bias_ratio(5, 10) # 計算五日、十日乖離值與持續天數 95 | 96 | 97 | 如果已確定該代碼為上市或上櫃股票，可以直接指定參數跳過查表動作。 98 | 99 | :: 100 | 101 | stock = Stock('2618', twse=True) # 擷取長榮航股價 102 | stock = Stock('8446', otc=True) # 擷取華研股價 103 | 104 | 105 | ----------------------------- 106 | 其他功能 107 | ----------------------------- 108 | 109 | 顯示台灣時間：TWTime 110 | ============================= 111 | 112 | 適用於其他時區查詢台灣當地時間。 113 | 114 | :: 115 | 116 | from grs import TWTime 117 | 118 | what_time = TWTime() 119 | what_time.now() # 顯示台灣此刻時間 120 | what_time.localtime() # 顯示當地此刻時間 121 | 122 | 123 | 判斷台灣股市是否開市：TWSEOpen 124 | ==================================== 125 | 126 | :: 127 | 128 | from grs import TWSEOpen 129 | from datetime import datetime 130 | 131 | open_or_not = TWSEOpen() 132 | 133 | open_or_not.d_day(datetime.today()) # 判斷今天是否開市 134 | # 回傳 True or False 135 | open_or_not.d_day(datetime(2012, 12, 22)) # 判斷 2012/12/22 是否開市 136 | 137 | 138 | 各股即時盤資訊：RealtimeTWSE / RealtimeOTC 139 | --------------------------------------------- 140 | 141 | 上市即時資訊 142 | 143 | :: 144 | 145 | from grs import RealtimeTWSE 146 | 147 | realtime_stock = RealtimeTWSE('2618') # 擷取長榮航即時股價 148 | realtime_stock.raw # 原始資料 149 | realtime_stock.data # 回傳 type: dict 150 | 151 | 152 | 上櫃即時資訊 153 | 154 | :: 155 | 156 | from grs import RealtimeOTC 157 | 158 | realtime_stock = RealtimeOTC('8446') # 擷取華研即時股價 159 | realtime_stock.raw # 原始資料 160 | realtime_stock.data # 回傳 type: dict 161 | 162 | 163 | 大盤即時盤資訊：RealtimeWeight（加權指數、櫃檯指數、寶島指數） 164 | --------------------------------------------------------------- 165 | 166 | :: 167 | 168 | from grs import RealtimeWeight 169 | 170 | realtime_weight = RealtimeWeight() # 擷取即時大盤資訊 171 | realtime_weight.raw # 原始檔案 172 | realtime_weight.data # 回傳 type: dict 173 | 174 | 175 | 上市股票代碼列表：TWSENo 176 | ==================================== 177 | 178 | 回傳上市股票代碼與搜尋 179 | 180 | :: 181 | 182 | from grs import TWSENo 183 | 184 | 185 | twse_no = TWSENo() 186 | twse_no.all_stock # 所有股票名稱、代碼 type: dict 187 | twse_no.all_stock_no # 所有股票代碼 type: list 188 | twse_no.all_stock_name # 所有股票名稱 type: list 189 | twse_no.industry_code # 回傳類別代碼 type: dict 190 | twse_no.industry_comps # 回傳類別所屬股票代碼 type: dict 191 | twse_no.search(u'中') # 搜尋股票名稱，回傳 type: dict 192 | twse_no.searchbyno(23) # 搜尋股票代碼，回傳 type: dict 193 | twse_no.last_update # 回傳列表最後更新時間（非同步）type: str 194 | 195 | 196 | 單日倒數時間：Countdown 197 | ==================================== 198 | 199 | 適用於設定 cache 時間。 200 | 201 | :: 202 | 203 | from grs import Countdown 204 | 205 | countdown = Countdown(hour=14, minutes=30) # 預設為 14:30 206 | countdown.nextday # 下一個 14:30 日期 207 | countdown.countdown # 到數秒數 208 | countdown.exptime # 下一個 14:30 日期時間（type: datetime） 209 | countdown.lastmod # 前一個 14:30 日期時間（type: datetime） 210 | 211 | 212 | 判斷乖離轉折點：Stock(no).check_moving_average_bias_ratio 213 | ================================================================ 214 | 215 | 判斷乖離轉折點 216 | 217 | :: 218 | 219 | from grs import Stock 220 | 221 | stock = Stock('2618') 222 | data = stock.moving_average_bias_ratio(3, 6)[0] # 取得 3-6 乖離值 type: list 223 | 224 | # 計算五個區間負乖離轉折點 225 | check_data = stock.check_moving_average_bias_ratio(data, sample=5, 226 | positive_or_negative= False) 227 | print check_data # (T/F, 第幾轉折日, 乖離轉折點值) type: tuple 228 | 229 | 230 | 四大買賣點判斷：BestFourPoint 231 | ==================================== 232 | 233 | 判斷是否為技術分析的四大買賣點，條件成立，回傳條件結果，判斷結果僅供參考！ 234 | 235 | :: 236 | 237 | from grs import BestFourPoint 238 | from grs import Stock 239 | 240 | stock = Stock('2618') 241 | result = BestFourPoint(stock) 242 | result.best_four_point_to_buy() # 判斷是否為四大買點 243 | result.best_four_point_to_sell() # 判斷是否為四大賣點 244 | result.best_four_point() # 綜合判斷 245 | 246 | 全部上市股票檢視 247 | 248 | :: 249 | 250 | from grs import BestFourPoint 251 | from grs import Stock 252 | from grs import TWSENo 253 | 254 | stock_no_list = TWSENo().all_stock_no 255 | 256 | for i in stock_no_list: 257 | try: 258 | best_point, info = BestFourPoint(Stock(i)).best_four_point() 259 | if best_point: # 買點 260 | print 'Buy: {0} {1}'.format(i, info) 261 | else: # 賣點 262 | print 'Sell: {0} {1}'.format(i, info) 263 | except: # 不作為或資料不足 264 | print 'X: {0}'.format(i) 265 | 266 | 267 | 擴充月份資料：Stock(no).plus_mons(month) 268 | ============================================ 269 | 270 | 當原有的月份資料不夠時，不需要從頭抓取，只需要給予增額月份值即可。 271 | 272 | :: 273 | 274 | from grs import Stock 275 | 276 | stock = Stock('2618') # 預設為抓取３個月份資料 277 | stock.moving_average(60) 278 | IndexError: list index out of range # 資料不足 279 | len(stock.raw) # 回傳 51 個值 280 | stock.plus_mons(1) # 在抓取一個月資料 281 | len(stock.raw) # 回傳 66 個值 282 | stock.moving_average(60) # 計算成功 283 | 284 | 285 | ----------------------------- 286 | Change Logs 287 | ----------------------------- 288 | 289 | 0.7.0 2016/09/11 290 | ==================================== 291 | 292 | - 修正：上市（TWSE）擷取連結 293 | 294 | 0.6.2 2015/03/20 295 | ==================================== 296 | 297 | - 修正：上櫃（OTC）擷取連結 298 | 299 | 0.6.1 2014/06/11 300 | ==================================== 301 | 302 | - 修正：安裝時錯誤的套件載入 303 | 304 | 0.6.0 2014/06/10 305 | ==================================== 306 | 307 | - 修正：使用 urllib3 取代 urllib2 308 | - 新增：新格式的即時盤擷取資訊，包含加權指數、櫃檯指數、寶島指數 309 | 310 | 0.5.6 2014/06/01 311 | ==================================== 312 | 313 | - 修正：tools 儲存路徑 314 | - 新增：日常交易的代碼與名稱（`grs.twseno.ImportCSV.get_stock_list`） 315 | - 新增：日常交易的類別代碼與名稱（`grs.twseno.ImportCSV.get_stock_comps_list`） 316 | - 已知問題：盤中即時資訊擷取無法使用 grs.RealtimeStock/RealtimeWeight 317 | 318 | 0.5.5 2014/05/18 319 | ==================================== 320 | 321 | - 修正： `grs.fetch_data.SimpleAnalytics.CKMAO` to be classmethod. 322 | 323 | 0.5.4 2014/05/12 324 | ==================================== 325 | 326 | - 新增：MA, MAO, MAV, CKMAO into grs.fetch_data.SimpleAnalytics. 327 | 328 | 0.5.3 2014/04/17 329 | ==================================== 330 | 331 | - 修正：離線時的錯誤訊息 332 | - 修正：`realtime` str format. 333 | 334 | 0.5.2 2014/04/12 335 | ==================================== 336 | 337 | - 修正：字串判斷使用 `basestring`. 338 | 339 | 0.5.1 2014/04/08 340 | ==================================== 341 | 342 | - 修正：套件遺漏 csv 檔案 343 | 344 | 0.5.0 2014/03/04 345 | ==================================== 346 | 347 | - 新增：上櫃資訊（ `櫃台買賣中心 `_ ） 348 | - 修正：股票代碼列表回傳（TWSENo）代碼值改為 *string*. 349 | 350 | 0.4.3 2014/01/22 351 | ==================================== 352 | 353 | - 新增： `grs 文件 `_. 354 | 355 | 0.4.2 2014/01/11 356 | ==================================== 357 | 358 | - 修正：Stock ``stock_no``, RealtimeStock ``no`` 必須為 *string*. 359 | `Issues #9 `_ 360 | 361 | 0.4.1 2014/01/02 362 | ==================================== 363 | 364 | - 修正：Countdown().countdown 秒數問題 365 | - 新增：twse_no, twse_open, twse_realtime, countdown into unittest 366 | - 移除：Support Python 2.6 367 | 368 | 0.4.0 2013/12/30 369 | ==================================== 370 | 371 | - 修正：Naming Convention 372 | - 修正：Coding style to fit PEP8 373 | - 新增：For PyPy 374 | 375 | 0.3.0 2013/12/18 376 | ==================================== 377 | 378 | - 更新：股票代碼列表 379 | - 更新：2014 年集中交易市場開（休）市日期表 380 | 381 | 0.2.1 2013/12/16 382 | ==================================== 383 | 384 | - 修正：部分資料改用 tuple 385 | 386 | 0.2.0 2012/04/13 387 | ==================================== 388 | 389 | - 修正：輸出中文統一使用 Unicode 390 | - 修正：需要套件 python-dateutil 調整為 1.5 391 | - 修正：Web Demo 網站網址 392 | - 新增：Stock.plusMons() 擴充月份資料 393 | 394 | 0.1.4 2012/04/01 395 | ==================================== 396 | 397 | - 修正：每月首日無資料抓取問題 398 | 399 | 0.1.3 2012/03/31 400 | ==================================== 401 | 402 | - 修正：Countdown 倒數時間計算錯誤（dateutil.relativedelta） 403 | 404 | 0.1.2 2012/03/31 405 | ==================================== 406 | 407 | - 修正：grs 倒數時間計算錯誤（dateutil.relativedelta） 408 | -------------------------------------------------------------------------------- /docs/source/conf.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | # 3 | # grs documentation build configuration file, created by 4 | # sphinx-quickstart on Thu Jan 16 00:58:25 2014. 5 | # 6 | # This file is execfile()d with the current directory set to its 7 | # containing dir. 8 | # 9 | # Note that not all possible configuration values are present in this 10 | # autogenerated file. 11 | # 12 | # All configuration values have a default; values that are commented out 13 | # serve to show the default. 14 | 15 | import sys 16 | import os 17 | sys.path.insert(0, '../../') 18 | import grs 19 | 20 | # If extensions (or modules to document with autodoc) are in another directory, 21 | # add these directories to sys.path here. If the directory is relative to the 22 | # documentation root, use os.path.abspath to make it absolute, like shown here. 23 | #sys.path.insert(0, os.path.abspath('.')) 24 | 25 | # -- General configuration ------------------------------------------------ 26 | 27 | # If your documentation needs a minimal Sphinx version, state it here. 28 | #needs_sphinx = '1.0' 29 | 30 | # Add any Sphinx extension module names here, as strings. They can be 31 | # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom 32 | # ones. 33 | extensions = [ 34 | 'sphinx.ext.autodoc', 35 | 'sphinx.ext.doctest', 36 | 'sphinx.ext.intersphinx', 37 | 'sphinx.ext.todo', 38 | 'sphinx.ext.coverage', 39 | 'sphinx.ext.pngmath', 40 | 'sphinx.ext.mathjax', 41 | 'sphinx.ext.ifconfig', 42 | 'sphinx.ext.viewcode', 43 | ] 44 | 45 | # Add any paths that contain templates here, relative to this directory. 46 | templates_path = ['_templates'] 47 | 48 | # The suffix of source filenames. 49 | source_suffix = '.rst' 50 | 51 | # The encoding of source files. 52 | #source_encoding = 'utf-8-sig' 53 | 54 | # The master toctree document. 55 | master_doc = 'index' 56 | 57 | # General information about the project. 58 | project = u'grs' 59 | copyright = u'2014, 2015 Toomore Chiang' 60 | 61 | # The version info for the project you're documenting, acts as replacement for 62 | # |version| and |release|, also used in various other places throughout the 63 | # built documents. 64 | # 65 | # The short X.Y version. 66 | version = grs.__version__.rsplit('.', 1)[0] 67 | # The full version, including alpha/beta/rc tags. 68 | release = grs.__version__ 69 | 70 | # The language for content autogenerated by Sphinx. Refer to documentation 71 | # for a list of supported languages. 72 | #language = None 73 | 74 | # There are two options for replacing |today|: either, you set today to some 75 | # non-false value, then it is used: 76 | #today = '' 77 | # Else, today_fmt is used as the format for a strftime call. 78 | #today_fmt = '%B %d, %Y' 79 | 80 | # List of patterns, relative to source directory, that match files and 81 | # directories to ignore when looking for source files. 82 | exclude_patterns = [] 83 | 84 | # The reST default role (used for this markup: `text`) to use for all 85 | # documents. 86 | #default_role = None 87 | 88 | # If true, '()' will be appended to :func: etc. cross-reference text. 89 | #add_function_parentheses = True 90 | 91 | # If true, the current module name will be prepended to all description 92 | # unit titles (such as .. function::). 93 | #add_module_names = True 94 | 95 | # If true, sectionauthor and moduleauthor directives will be shown in the 96 | # output. They are ignored by default. 97 | #show_authors = False 98 | 99 | # The name of the Pygments (syntax highlighting) style to use. 100 | pygments_style = 'sphinx' 101 | 102 | # A list of ignored prefixes for module index sorting. 103 | #modindex_common_prefix = [] 104 | 105 | # If true, keep warnings as "system message" paragraphs in the built documents. 106 | #keep_warnings = False 107 | 108 | 109 | # -- Options for HTML output ---------------------------------------------- 110 | 111 | # The theme to use for HTML and HTML Help pages. See the documentation for 112 | # a list of builtin themes. 113 | html_theme = 'nature' 114 | 115 | # Theme options are theme-specific and customize the look and feel of a theme 116 | # further. For a list of options available for each theme, see the 117 | # documentation. 118 | #html_theme_options = {} 119 | 120 | # Add any paths that contain custom themes here, relative to this directory. 121 | #html_theme_path = [] 122 | 123 | # The name for this set of Sphinx documents. If None, it defaults to 124 | # " v documentation". 125 | #html_title = None 126 | 127 | # A shorter title for the navigation bar. Default is the same as html_title. 128 | #html_short_title = None 129 | 130 | # The name of an image file (relative to this directory) to place at the top 131 | # of the sidebar. 132 | #html_logo = None 133 | 134 | # The name of an image file (within the static path) to use as favicon of the 135 | # docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 136 | # pixels large. 137 | #html_favicon = None 138 | 139 | # Add any paths that contain custom static files (such as style sheets) here, 140 | # relative to this directory. They are copied after the builtin static files, 141 | # so a file named "default.css" will overwrite the builtin "default.css". 142 | html_static_path = ['_static'] 143 | 144 | # Add any extra paths that contain custom files (such as robots.txt or 145 | # .htaccess) here, relative to this directory. These files are copied 146 | # directly to the root of the documentation. 147 | #html_extra_path = [] 148 | 149 | # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, 150 | # using the given strftime format. 151 | #html_last_updated_fmt = '%b %d, %Y' 152 | 153 | # If true, SmartyPants will be used to convert quotes and dashes to 154 | # typographically correct entities. 155 | #html_use_smartypants = True 156 | 157 | # Custom sidebar templates, maps document names to template names. 158 | #html_sidebars = {} 159 | 160 | # Additional templates that should be rendered to pages, maps page names to 161 | # template names. 162 | #html_additional_pages = {} 163 | 164 | # If false, no module index is generated. 165 | #html_domain_indices = True 166 | 167 | # If false, no index is generated. 168 | #html_use_index = True 169 | 170 | # If true, the index is split into individual pages for each letter. 171 | #html_split_index = False 172 | 173 | # If true, links to the reST sources are added to the pages. 174 | #html_show_sourcelink = True 175 | 176 | # If true, "Created using Sphinx" is shown in the HTML footer. Default is True. 177 | #html_show_sphinx = True 178 | 179 | # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True. 180 | #html_show_copyright = True 181 | 182 | # If true, an OpenSearch description file will be output, and all pages will 183 | # contain a tag referring to it. The value of this option must be the 184 | # base URL from which the finished HTML is served. 185 | #html_use_opensearch = '' 186 | 187 | # This is the file name suffix for HTML files (e.g. ".xhtml"). 188 | #html_file_suffix = None 189 | 190 | # Output file base name for HTML help builder. 191 | htmlhelp_basename = 'grsdoc' 192 | 193 | 194 | # -- Options for LaTeX output --------------------------------------------- 195 | 196 | latex_elements = { 197 | # The paper size ('letterpaper' or 'a4paper'). 198 | #'papersize': 'letterpaper', 199 | 200 | # The font size ('10pt', '11pt' or '12pt'). 201 | #'pointsize': '10pt', 202 | 203 | # Additional stuff for the LaTeX preamble. 204 | #'preamble': '', 205 | } 206 | 207 | # Grouping the document tree into LaTeX files. List of tuples 208 | # (source start file, target name, title, 209 | # author, documentclass [howto, manual, or own class]). 210 | latex_documents = [ 211 | ('index', 'grs.tex', u'grs Documentation', 212 | u'Toomore Chiang', 'manual'), 213 | ] 214 | 215 | # The name of an image file (relative to this directory) to place at the top of 216 | # the title page. 217 | #latex_logo = None 218 | 219 | # For "manual" documents, if this is true, then toplevel headings are parts, 220 | # not chapters. 221 | #latex_use_parts = False 222 | 223 | # If true, show page references after internal links. 224 | #latex_show_pagerefs = False 225 | 226 | # If true, show URL addresses after external links. 227 | #latex_show_urls = False 228 | 229 | # Documents to append as an appendix to all manuals. 230 | #latex_appendices = [] 231 | 232 | # If false, no module index is generated. 233 | #latex_domain_indices = True 234 | 235 | 236 | # -- Options for manual page output --------------------------------------- 237 | 238 | # One entry per manual page. List of tuples 239 | # (source start file, name, description, authors, manual section). 240 | man_pages = [ 241 | ('index', 'grs', u'grs Documentation', 242 | [u'Toomore Chiang'], 1) 243 | ] 244 | 245 | # If true, show URL addresses after external links. 246 | #man_show_urls = False 247 | 248 | 249 | # -- Options for Texinfo output ------------------------------------------- 250 | 251 | # Grouping the document tree into Texinfo files. List of tuples 252 | # (source start file, target name, title, author, 253 | # dir menu entry, description, category) 254 | texinfo_documents = [ 255 | ('index', 'grs', u'grs Documentation', 256 | u'Toomore Chiang', 'grs', 'One line description of project.', 257 | 'Miscellaneous'), 258 | ] 259 | 260 | # Documents to append as an appendix to all manuals. 261 | #texinfo_appendices = [] 262 | 263 | # If false, no module index is generated. 264 | #texinfo_domain_indices = True 265 | 266 | # How to display URL addresses: 'footnote', 'no', or 'inline'. 267 | #texinfo_show_urls = 'footnote' 268 | 269 | # If true, do not generate a @detailmenu in the "Top" node's menu. 270 | #texinfo_no_detailmenu = False 271 | 272 | 273 | # -- Options for Epub output ---------------------------------------------- 274 | 275 | # Bibliographic Dublin Core info. 276 | epub_title = u'grs' 277 | epub_author = u'Toomore Chiang' 278 | epub_publisher = u'Toomore Chiang' 279 | epub_copyright = u'2014, Toomore Chiang' 280 | 281 | # The basename for the epub file. It defaults to the project name. 282 | #epub_basename = u'grs' 283 | 284 | # The HTML theme for the epub output. Since the default themes are not optimized 285 | # for small screen space, using the same theme for HTML and epub output is 286 | # usually not wise. This defaults to 'epub', a theme designed to save visual 287 | # space. 288 | #epub_theme = 'epub' 289 | 290 | # The language of the text. It defaults to the language option 291 | # or en if the language is not set. 292 | #epub_language = '' 293 | 294 | # The scheme of the identifier. Typical schemes are ISBN or URL. 295 | #epub_scheme = '' 296 | 297 | # The unique identifier of the text. This can be a ISBN number 298 | # or the project homepage. 299 | #epub_identifier = '' 300 | 301 | # A unique identification for the text. 302 | #epub_uid = '' 303 | 304 | # A tuple containing the cover image and cover page html template filenames. 305 | #epub_cover = () 306 | 307 | # A sequence of (type, uri, title) tuples for the guide element of content.opf. 308 | #epub_guide = () 309 | 310 | # HTML files that should be inserted before the pages created by sphinx. 311 | # The format is a list of tuples containing the path and title. 312 | #epub_pre_files = [] 313 | 314 | # HTML files shat should be inserted after the pages created by sphinx. 315 | # The format is a list of tuples containing the path and title. 316 | #epub_post_files = [] 317 | 318 | # A list of files that should not be packed into the epub file. 319 | #epub_exclude_files = [] 320 | 321 | # The depth of the table of contents in toc.ncx. 322 | #epub_tocdepth = 3 323 | 324 | # Allow duplicate toc entries. 325 | #epub_tocdup = True 326 | 327 | # Choose between 'default' and 'includehidden'. 328 | #epub_tocscope = 'default' 329 | 330 | # Fix unsupported image types using the PIL. 331 | #epub_fix_images = False 332 | 333 | # Scale large images. 334 | #epub_max_image_width = 0 335 | 336 | # How to display URL addresses: 'footnote', 'no', or 'inline'. 337 | #epub_show_urls = 'inline' 338 | 339 | # If false, no index is generated. 340 | #epub_use_index = True 341 | 342 | todo_include_todos = True 343 | 344 | # Example configuration for intersphinx: refer to the Python standard library. 345 | intersphinx_mapping = {'http://docs.python.org/': None} 346 | -------------------------------------------------------------------------------- /grs/fetch_data.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | '''' Fetch data from TWSE ''' 3 | # Copyright (c) 2012, 2013, 2014 Toomore Chiang, http://toomore.net/ 4 | # 5 | # Permission is hereby granted, free of charge, to any person obtaining a copy 6 | # of this software and associated documentation files (the "Software"), to deal 7 | # in the Software without restriction, including without limitation the rights 8 | # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | # copies of the Software, and to permit persons to whom the Software is 10 | # furnished to do so, subject to the following conditions: 11 | # 12 | # The above copyright notice and this permission notice shall be included in 13 | # all copies or substantial portions of the Software. 14 | # 15 | # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN 21 | # THE SOFTWARE. 22 | 23 | import csv 24 | import logging 25 | import random 26 | import urllib3 27 | from .error import ConnectionError 28 | from .error import StockNoError 29 | from .twseno import OTCNo 30 | from .twseno import TWSENo 31 | from cStringIO import StringIO 32 | from datetime import datetime 33 | from dateutil.relativedelta import relativedelta 34 | 35 | TWSE_HOST = 'http://www.twse.com.tw/' 36 | TWSE_CONNECTIONS = urllib3.connection_from_url(TWSE_HOST) 37 | GRETAI_HOST = 'http://www.tpex.org.tw/' 38 | GRETAI_CONNECTIONS = urllib3.connection_from_url(GRETAI_HOST) 39 | 40 | class FetchData(object): 41 | ''' FetchData ''' 42 | def __init__(self): 43 | self.__get_mons = 0 44 | self.__get_no = 0 45 | self.__info = () 46 | self.__raw_rows_name = [] 47 | self.__raw_data = () 48 | self._twse = None 49 | 50 | def fetch_data(self, *args, **kwargs): 51 | """ Inherit :py:func:`grs.fetch_data.TWSEFetch.fetch_data` or 52 | :py:func:`grs.fetch_data.OTCFetch.fetch_data` 53 | """ 54 | return self.fetch_data(*args, **kwargs) 55 | 56 | def serial_fetch(self, stock_no, month, twse=None): 57 | """ 串接每月資料 舊→新 58 | 59 | :param str stock_no: 股票代碼 60 | :param int month: 擷取 n 個月的資料 61 | :param bool twse: 指定是否為上市資料 62 | :rtype: tuple 63 | """ 64 | result = () 65 | self.__get_mons = month 66 | self.__get_no = stock_no 67 | self._twse = twse 68 | for i in range(month): 69 | nowdatetime = datetime.today() - relativedelta(months=i) 70 | tolist = self.to_list(self.fetch_data(stock_no, nowdatetime)) 71 | result = tolist + result 72 | return tuple(result) 73 | 74 | @property 75 | def info(self): 76 | """ (股票代碼, 股票名稱) 77 | 78 | :rtype: tuple 79 | :returns: (股票代碼, 股票名稱) 80 | """ 81 | return self.__info 82 | 83 | def to_list(self, csv_file): 84 | """ 串接每日資料 舊→新 85 | 86 | :param csv csv_file: csv files 87 | :rtype: list 88 | """ 89 | tolist = [] 90 | for i in csv_file: 91 | i = [value.strip().replace(',', '') for value in i] 92 | try: 93 | for value in (1, 2, 3, 4, 5, 6, 8): 94 | i[value] = float(i[value]) 95 | except (IndexError, ValueError): 96 | pass 97 | tolist.append(i) 98 | if self._twse: 99 | if tolist: 100 | _stock_info = tolist[0][0].split(' ')[1].strip() 101 | self.__info = (_stock_info[:4], 102 | _stock_info[4:].decode('utf-8')) 103 | self.__raw_rows_name = tolist[1] 104 | return tuple(tolist[2:]) 105 | return tuple([]) 106 | else: 107 | if len(tolist) > 6: 108 | self.__raw_rows_name = tolist[4] 109 | self.__info = (self.__get_no, OTCNo().all_stock[self.__get_no]) 110 | if len(tolist[5:]) > 1: 111 | return tuple(tolist[5:-1]) 112 | return tuple([]) 113 | 114 | def plus_mons(self, month): 115 | """ 增加 n 個月的資料 116 | 117 | :param int month: 增加 n 個月的資料 118 | :rtype: tuple 119 | """ 120 | result = [] 121 | exist_mons = self.__get_mons 122 | oldraw = list(self.__raw_data) 123 | for i in range(month): 124 | nowdatetime = datetime.today() - relativedelta(months=exist_mons) -\ 125 | relativedelta(months=i) 126 | tolist = self.to_list(self.fetch_data(self.__info[0], nowdatetime)) 127 | result = list(tolist) + result 128 | result = result + oldraw 129 | self.__get_mons = exist_mons + month 130 | return tuple(result) 131 | 132 | 133 | class OTCFetch(FetchData): 134 | ''' OTCFetch ''' 135 | def __init__(self): 136 | self.__url = [] 137 | 138 | def fetch_data(self, stock_no, nowdatetime): 139 | """ Fetch data from gretai.org.tw(OTC) 140 | return list. 141 | 從 gretai.org.tw 下載資料，回傳格式為 csv.reader 142 | 143 | 0. 日期 144 | 1. 成交股數 145 | 2. 成交金額 146 | 3. 開盤價 147 | 4. 最高價（續） 148 | 5. 最低價 149 | 6. 收盤價 150 | 7. 漲跌價差 151 | 8. 成交筆數 152 | 153 | :param str stock_no: 股票代碼 154 | :param datetime nowdatetime: 此刻時間 155 | :rtype: list 156 | """ 157 | url = ( 158 | '/ch/stock/aftertrading/' + 159 | 'daily_trading_info/st43_download.php?d=%(year)d/%(mon)02d&' + 160 | 'stkno=%(stock)s&r=%(rand)s') % { 161 | 'year': nowdatetime.year - 1911, 162 | 'mon': nowdatetime.month, 163 | 'stock': stock_no, 164 | 'rand': random.randrange(1, 1000000)} 165 | 166 | logging.info(url) 167 | result = GRETAI_CONNECTIONS.urlopen('GET', url) 168 | csv_files = csv.reader(StringIO(result.data)) 169 | self.__url.append(GRETAI_HOST + url) 170 | return csv_files 171 | 172 | 173 | class TWSEFetch(FetchData): 174 | ''' TWSEFetch ''' 175 | 176 | def __init__(self): 177 | self.__url = [] 178 | 179 | def fetch_data(self, stock_no, nowdatetime): 180 | """ Fetch data from twse.com.tw 181 | return list. 182 | 從 twse.com.tw 下載資料，回傳格式為 csv.reader 183 | 184 | 0. 日期 185 | 1. 成交股數 186 | 2. 成交金額 187 | 3. 開盤價 188 | 4. 最高價（續） 189 | 5. 最低價 190 | 6. 收盤價 191 | 7. 漲跌價差 192 | 8. 成交筆數 193 | 194 | :param str stock_no: 股票代碼 195 | :param datetime nowdatetime: 此刻時間 196 | :rtype: list 197 | """ 198 | result = TWSE_CONNECTIONS.request('POST', 199 | '/ch/trading/exchange/STOCK_DAY/STOCK_DAYMAIN.php', 200 | fields={'download': 'csv', 201 | 'query_year': nowdatetime.year, 202 | 'query_month': nowdatetime.month, 203 | 'CO_ID': stock_no}) 204 | _de = result.data.decode('cp950', 'ignore') 205 | csv_files = csv.reader(StringIO(_de.encode('utf-8'))) 206 | return csv_files 207 | 208 | 209 | class SimpleAnalytics(object): 210 | """ 簡單計算 """ 211 | 212 | def __init__(self): 213 | self.__raw_data = None 214 | self.__raw_rows_name = self.__raw_rows_name 215 | 216 | def _load_data(self, data): 217 | """ Load stock raw data. 218 | 219 | :param tuple data: from serial_fetch data. 220 | """ 221 | self.__raw_data = data 222 | 223 | @property 224 | def raw(self): 225 | """ 擷取原始檔案 226 | 227 | :rtype: list 228 | :returns: data in list 229 | """ 230 | return self.__raw_data 231 | 232 | def get_raw_rows(self, rows=6): 233 | """ 取出某一價格序列 *(舊→新)* 234 | 235 | 預設序列收盤價 *(self.__serial_price(6))* 236 | 237 | :rtype: list 238 | :returns: 預設序列收盤價 *(self.__serial_price(6))* 239 | """ 240 | return self.__serial_price(rows) 241 | 242 | @property 243 | def get_raw_rows_name(self): 244 | """ 原始檔案的欄位名稱 245 | 246 | 0. 日期 247 | 1. 成交股數 248 | 2. 成交金額 249 | 3. 開盤價 250 | 4. 最高價（續） 251 | 5. 最低價 252 | 6. 收盤價 253 | 7. 漲跌價差 254 | 8. 成交筆數 255 | 256 | :rtype: list 257 | """ 258 | result = [i.decode('cp950') for i in self.__raw_rows_name] 259 | return result 260 | 261 | def plus_mons(self, month): 262 | """ 新增擴充月份資料 263 | 264 | :param int month: 增加 n 個月的資料 265 | """ 266 | self.__raw_data = self.plus_mons(month) 267 | 268 | def out_putfile(self, fpath): 269 | """ 輸出成 CSV 檔 270 | 271 | :param path fpath: 檔案輸出位置 272 | 273 | .. todo:: files output using `with` syntax. 274 | """ 275 | with open(fpath, 'w') as csv_file: 276 | output = csv.writer(csv_file) 277 | output.writerows(self.__raw_data) 278 | 279 | def __serial_price(self, rows=6): 280 | """ 取出某一價格序列 *(舊→新)* 281 | 282 | 預設序列收盤價 *(self.__serial_price(6))* 283 | 284 | :rtype: list 285 | :returns: 預設序列收盤價 *(self.__serial_price(6))* 286 | """ 287 | result = (float(i[rows]) for i in self.__raw_data) 288 | return list(result) 289 | 290 | def __calculate_moving_average(self, date, row): 291 | """ 計算移動平均數 292 | 293 | :param int row: 收盤價(6)、成交股數(1) 294 | :rtype: tuple (序列 舊→新, 持續天數) 295 | """ 296 | cal_data = self.__serial_price(row) 297 | result = [] 298 | for dummy in range(len(cal_data) - int(date) + 1): 299 | result.append(round(sum(cal_data[-date:]) / date, 2)) 300 | cal_data.pop() 301 | result.reverse() 302 | cont = self.__cal_continue(result) 303 | return result, cont 304 | 305 | @classmethod 306 | def __cal_continue(cls, list_data): 307 | """ 計算持續天數 308 | 309 | :rtype: int 310 | :returns: 向量數值：正數向上、負數向下。 311 | """ 312 | diff_data = [] 313 | for i in range(1, len(list_data)): 314 | if list_data[-i] > list_data[-i - 1]: 315 | diff_data.append(1) 316 | else: 317 | diff_data.append(-1) 318 | cont = 0 319 | for value in diff_data: 320 | if value == diff_data[0]: 321 | cont += 1 322 | else: 323 | break 324 | return cont * diff_data[0] 325 | 326 | def moving_average(self, date): 327 | """ 計算 n 日收盤均價與持續天數 328 | 329 | :param int date: n 日 330 | :rtype: tuple (序列 舊→新, 持續天數) 331 | """ 332 | return self.__calculate_moving_average(date, 6) 333 | 334 | def MA(self, *args, **kwargs): 335 | """ alias :func:`grs.fetch_data.SimpleAnalytics.moving_average()` 336 | 337 | .. versionadded:: 0.5.4 338 | """ 339 | return self.moving_average(*args, **kwargs) 340 | 341 | def moving_average_value(self, date): 342 | """ 計算 n 日成交股數均量與持續天數 343 | 344 | :param int date: n 日 345 | :rtype: tuple (序列 舊→新, 持續天數) 346 | """ 347 | val, conti = self.__calculate_moving_average(date, 1) 348 | val = (round(i / 1000, 3) for i in val) 349 | return list(val), conti 350 | 351 | def MAV(self, *args, **kwargs): 352 | """ alias :func:`grs.fetch_data.SimpleAnalytics.moving_average_value()` 353 | 354 | .. versionadded:: 0.5.4 355 | """ 356 | return self.moving_average_value(*args, **kwargs) 357 | 358 | def moving_average_bias_ratio(self, date1, date2): 359 | """ 計算乖離率（均價） 360 | date1 - date2 361 | 362 | :param int data1: n 日 363 | :param int data2: m 日 364 | :rtype: tuple (序列 舊→新, 持續天數) 365 | """ 366 | data1 = self.moving_average(date1)[0] 367 | data2 = self.moving_average(date2)[0] 368 | cal_list = [] 369 | for i in range(1, min(len(data1), len(data2)) + 1): 370 | cal_list.append(data1[-i] - data2[-i]) 371 | cal_list.reverse() 372 | cont = self.__cal_continue(cal_list) 373 | return cal_list, cont 374 | 375 | def MAO(self, *args, **kwargs): 376 | """ alias :func:`grs.fetch_data.SimpleAnalytics.moving_average_bias_ratio()` 377 | 378 | .. versionadded:: 0.5.4 379 | """ 380 | return self.moving_average_bias_ratio(*args, **kwargs) 381 | 382 | @property 383 | def price(self): 384 | """ 收盤價股價序列 385 | 386 | :rtype: list 387 | """ 388 | return self.__serial_price() 389 | 390 | @property 391 | def openprice(self): 392 | """ 開盤價股價序列 393 | 394 | :rtype: list 395 | """ 396 | return self.__serial_price(3) 397 | 398 | @property 399 | def value(self): 400 | """ 成交量序列（張） 401 | 402 | :rtype: list 403 | """ 404 | val = (round(i / 1000, 3) for i in self.__serial_price(1)) 405 | return list(val) 406 | 407 | @classmethod 408 | def __cal_ma_bias_ratio_point(cls, data, sample=5, 409 | positive_or_negative=False): 410 | """判斷轉折點位置 411 | 412 | :param list data: 計算資料 413 | :param int sample: 計算的區間樣本數量 414 | :param bool positive_or_negative: 正乖離 為 True，負乖離 為 False 415 | :rtype: tuple 416 | :returns: (True or False, 第幾個轉折日, 轉折點值) 417 | """ 418 | sample_data = data[-sample:] 419 | if positive_or_negative: # 正 420 | ckvalue = max(sample_data) # 尋找最大值 421 | preckvalue = max(sample_data) > 0 # 區間最大值必須為正 422 | else: 423 | ckvalue = min(sample_data) # 尋找最小值 424 | preckvalue = max(sample_data) < 0 # 區間最大值必須為負 425 | return (sample - sample_data.index(ckvalue) < 4 and \ 426 | sample_data.index(ckvalue) != sample - 1 and preckvalue, 427 | sample - sample_data.index(ckvalue) - 1, 428 | ckvalue) 429 | 430 | @classmethod 431 | def check_moving_average_bias_ratio(cls, data, sample=5, 432 | positive_or_negative=False): 433 | """判斷正負乖離轉折點位置 434 | 435 | :param list data: 計算資料 436 | :param int sample: 計算的區間樣本數量 437 | :param bool positive_or_negative: 正乖離 為 True，負乖離 為 False 438 | :rtype: tuple 439 | :returns: (True or False, 第幾個轉折日, 轉折點值) 440 | """ 441 | return cls.__cal_ma_bias_ratio_point(data, sample, 442 | positive_or_negative) 443 | 444 | @classmethod 445 | def CKMAO(self, *args, **kwargs): 446 | """ alias :func:`grs.fetch_data.SimpleAnalytics.check_moving_average_bias_ratio()` 447 | 448 | .. versionadded:: 0.5.4 449 | """ 450 | return self.check_moving_average_bias_ratio(*args, **kwargs) 451 | 452 | 453 | class Stock(object): 454 | """ 擷取股票股價 455 | 456 | :param str stock_no: 股價代碼 457 | :param int mons: 擷取近 n 個月的資料 458 | :param bool twse: 直接指定 `stock_no` 為上市股票，否則會進行查表動作 459 | :param bool otc: 直接指定 `stock_no` 為上櫃股票，否則會進行查表動作 460 | :rtype: :class:`grs.fetch_data.TWSEFetch` or 461 | :class:`grs.fetch_data.OTCFetch` 並且繼承 462 | :class:`grs.fetch_data.SimpleAnalytics` 463 | 464 | :class: Stock(TWSEFetch, SimpleAnalytics) 465 | :class: Stock(OTCFetch, SimpleAnalytics) 466 | 467 | :returns: 依 `stock_no` 判斷上市或上櫃股票回傳資料 468 | :raises StockNoError: 查無股票代碼 469 | """ 470 | def __init__(self, stock_no, mons=3, twse=False, otc=False): 471 | pass 472 | 473 | def __new__(cls, stock_no, mons=3, twse=False, otc=False): 474 | assert isinstance(stock_no, basestring), '`stock_no` must be a string' 475 | assert not twse == otc == True, 'Only `twse` or `otc` to be True' 476 | 477 | if twse and not otc: 478 | stock_proxy = type('Stock', (TWSEFetch, SimpleAnalytics), {})() 479 | twse = True 480 | elif not twse and otc: 481 | stock_proxy = type('Stock', (OTCFetch, SimpleAnalytics), {})() 482 | twse = False 483 | elif stock_no in TWSENo().all_stock_no: 484 | stock_proxy = type('Stock', (TWSEFetch, SimpleAnalytics), {})() 485 | twse = True 486 | elif stock_no in OTCNo().all_stock_no: 487 | stock_proxy = type('Stock', (OTCFetch, SimpleAnalytics), {})() 488 | twse = False 489 | else: 490 | raise StockNoError() 491 | 492 | stock_proxy.__init__() 493 | try: 494 | cls.__raw_data = stock_proxy.serial_fetch(stock_no, mons, twse) 495 | stock_proxy._load_data(cls.__raw_data) 496 | except urllib3.exceptions.HTTPError: 497 | raise ConnectionError(), u'IN OFFLINE, NO DATA FETCH.' 498 | except Exception as e: 499 | print e 500 | 501 | return stock_proxy 502 | -------------------------------------------------------------------------------- /grs/otc_list.csv: -------------------------------------------------------------------------------- 1 | 文件更新,2014-02-24 01:13:46,x,x 2 | 證期會代碼,公司簡稱,分類代碼,分類名稱 3 | 006201,寶富櫃,EE,上櫃指數股票型基金(ETF) 4 | 1256,F-鮮活,02,食品工業 5 | 1258,F-其祥,02,食品工業 6 | 1259,安心,16,觀光事業 7 | 1333,恩得利,28,電子零組件業 8 | 1336,台翰,28,電子零組件業 9 | 1558,伸興,05,電機機械 10 | 1565,精華,22,生技醫療業 11 | 1566,捷邦,05,電機機械 12 | 1569,濱川,25,電腦及週邊設備業 13 | 1570,力肯,05,電機機械 14 | 1580,新麥,05,電機機械 15 | 1584,精剛,20,其他 16 | 1586,和勤,05,電機機械 17 | 1591,F-駿吉,05,電機機械 18 | 1593,祺驊,22,生技醫療業 19 | 1595,川寶,28,電子零組件業 20 | 1597,直得,05,電機機械 21 | 1599,宏佳騰,05,電機機械 22 | 1742,台蠟,21,化學工業 23 | 1752,南光,22,生技醫療業 24 | 1777,生泰,22,生技醫療業 25 | 1781,合世,22,生技醫療業 26 | 1784,訊聯,22,生技醫療業 27 | 1785,光洋科,31,其他電子業 28 | 1787,福盈科,21,化學工業 29 | 1788,杏昌,22,生技醫療業 30 | 1795,美時,22,生技醫療業 31 | 1799,紅電醫,22,生技醫療業 32 | 1813,寶利徠,22,生技醫療業 33 | 1815,富喬,28,電子零組件業 34 | 2035,唐榮,10,鋼鐵工業 35 | 2061,風青,06,電器電纜 36 | 2063,世鎧,10,鋼鐵工業 37 | 2066,世德,05,電機機械 38 | 2221,大甲,20,其他 39 | 2230,泰茂,05,電機機械 40 | 2233,宇隆,05,電機機械 41 | 2596,綠意,14,建材營造 42 | 2636,台驊,15,航運業 43 | 2640,大車隊,20,其他 44 | 2718,桃園店,16,觀光事業 45 | 2719,燦星旅,16,觀光事業 46 | 2724,F-富驛,16,觀光事業 47 | 2729,瓦城,16,觀光事業 48 | 2734,易飛網,16,觀光事業 49 | 2916,滿心,18,貿易百貨 50 | 2924,F-東凌,18,貿易百貨 51 | 2926,誠品生,32,文化創意業 52 | 3064,泰偉,32,文化創意業 53 | 3066,李洲,26,光電業 54 | 3067,全域,31,其他電子業 55 | 3068,美磊,27,通信網路業 56 | 3071,協禧,25,電腦及週邊設備業 57 | 3073,普格,24,半導體業 58 | 3078,僑威,28,電子零組件業 59 | 3083,網龍,32,文化創意業 60 | 3085,久大,30,資訊服務業 61 | 3086,華義,32,文化創意業 62 | 3088,艾訊,25,電腦及週邊設備業 63 | 3089,展成,28,電子零組件業 64 | 3092,鴻碩,28,電子零組件業 65 | 3093,港建,31,其他電子業 66 | 3095,及成,27,通信網路業 67 | 3105,穩懋,24,半導體業 68 | 3114,好德,28,電子零組件業 69 | 3115,寶島極,28,電子零組件業 70 | 3118,進階,22,生技醫療業 71 | 3126,信億,25,電腦及週邊設備業 72 | 3128,昇銳,26,光電業 73 | 3131,弘塑,31,其他電子業 74 | 3144,新揚科,28,電子零組件業 75 | 3152,璟德,27,通信網路業 76 | 3162,精確,05,電機機械 77 | 3163,波若威,27,通信網路業 78 | 3169,亞信,24,半導體業 79 | 3171,新洲,25,電腦及週邊設備業 80 | 3176,基亞,22,生技醫療業 81 | 3188,安茂,24,半導體業 82 | 3191,和進,28,電子零組件業 83 | 3202,樺晟,28,電子零組件業 84 | 3205,佰研,22,生技醫療業 85 | 3206,志豐,28,電子零組件業 86 | 3207,耀勝,28,電子零組件業 87 | 3211,順達,25,電腦及週邊設備業 88 | 3213,茂訊,25,電腦及週邊設備業 89 | 3217,優群,28,電子零組件業 90 | 3218,大學光,22,生技醫療業 91 | 3219,倚強,24,半導體業 92 | 3221,台嘉碩,27,通信網路業 93 | 3224,三顧,29,電子通路業 94 | 3226,至寶電,28,電子零組件業 95 | 3227,原相,24,半導體業 96 | 3228,金麗科,24,半導體業 97 | 3230,錦明,26,光電業 98 | 3232,昱捷,29,電子通路業 99 | 3234,光環,27,通信網路業 100 | 3236,千如,28,電子零組件業 101 | 3252,海灣,24,半導體業 102 | 3259,鑫創,24,半導體業 103 | 3260,威剛,24,半導體業 104 | 3264,欣銓,24,半導體業 105 | 3265,台星科,24,半導體業 106 | 3266,昇陽,14,建材營造 107 | 3268,海德威,24,半導體業 108 | 3276,宇環,28,電子零組件業 109 | 3284,太普高,20,其他 110 | 3285,微端,31,其他電子業 111 | 3287,廣寰科,25,電腦及週邊設備業 112 | 3288,點晶,28,電子零組件業 113 | 3289,宜特,31,其他電子業 114 | 3290,東浦,27,通信網路業 115 | 3291,遠翔科,24,半導體業 116 | 3293,鈊象,32,文化創意業 117 | 3294,英濟,28,電子零組件業 118 | 3297,杭特,26,光電業 119 | 3299,帛漢,28,電子零組件業 120 | 3303,岱稜,31,其他電子業 121 | 3306,鼎天,27,通信網路業 122 | 3310,佳穎,28,電子零組件業 123 | 3313,斐成,28,電子零組件業 124 | 3317,尼克森,24,半導體業 125 | 3322,建舜電,28,電子零組件業 126 | 3323,加百裕,25,電腦及週邊設備業 127 | 3324,雙鴻,31,其他電子業 128 | 3325,旭品,25,電腦及週邊設備業 129 | 3332,幸康,28,電子零組件業 130 | 3339,泰谷,26,光電業 131 | 3354,律勝,28,電子零組件業 132 | 3360,尚立,29,電子通路業 133 | 3362,先進光,26,光電業 134 | 3363,上詮,27,通信網路業 135 | 3372,典範,24,半導體業 136 | 3373,熱映,31,其他電子業 137 | 3379,彬台,05,電機機械 138 | 3388,崇越電,28,電子零組件業 139 | 3390,旭軟,28,電子零組件業 140 | 3402,漢科,31,其他電子業 141 | 3416,融程電,25,電腦及週邊設備業 142 | 3428,光燿科,26,光電業 143 | 3431,長天,27,通信網路業 144 | 3434,哲固,26,光電業 145 | 3438,類比科,24,半導體業 146 | 3441,聯一光,26,光電業 147 | 3444,利機,29,電子通路業 148 | 3452,益通,26,光電業 149 | 3455,由田,26,光電業 150 | 3465,祥業,28,電子零組件業 151 | 3466,致振,27,通信網路業 152 | 3479,安勤,25,電腦及週邊設備業 153 | 3483,力致,25,電腦及週邊設備業 154 | 3484,崧騰,28,電子零組件業 155 | 3489,森寶,25,電腦及週邊設備業 156 | 3490,單井,26,光電業 157 | 3491,昇達科,27,通信網路業 158 | 3498,陽程,31,其他電子業 159 | 3499,環天科,27,通信網路業 160 | 3508,位速,31,其他電子業 161 | 3511,矽瑪,28,電子零組件業 162 | 3512,能緹,28,電子零組件業 163 | 3516,亞帝歐,26,光電業 164 | 3520,振維,28,電子零組件業 165 | 3521,鴻翊,25,電腦及週邊設備業 166 | 3522,宏森,26,光電業 167 | 3523,迎輝,26,光電業 168 | 3526,凡甲,28,電子零組件業 169 | 3527,聚積,24,半導體業 170 | 3528,安馳,29,電子通路業 171 | 3529,力旺,24,半導體業 172 | 3531,先益,26,光電業 173 | 3537,堡達,28,電子零組件業 174 | 3540,曜越,25,電腦及週邊設備業 175 | 3541,西柏,31,其他電子業 176 | 3546,宇峻,32,文化創意業 177 | 3548,兆利,28,電子零組件業 178 | 3551,世禾,31,其他電子業 179 | 3552,同致,31,其他電子業 180 | 3553,力積,24,半導體業 181 | 3555,擎泰,24,半導體業 182 | 3556,禾瑞亞,24,半導體業 183 | 3558,神準,27,通信網路業 184 | 3562,頂晶科,26,光電業 185 | 3563,牧德,31,其他電子業 186 | 3564,其陽,27,通信網路業 187 | 3567,逸昌,24,半導體業 188 | 3570,大塚,30,資訊服務業 189 | 3577,泓格,25,電腦及週邊設備業 190 | 3580,友威科,31,其他電子業 191 | 3582,凌耀,24,半導體業 192 | 3587,閎康,31,其他電子業 193 | 3594,磐儀,25,電腦及週邊設備業 194 | 3609,東林,28,電子零組件業 195 | 3611,鼎翰,25,電腦及週邊設備業 196 | 3615,安可,26,光電業 197 | 3623,富晶通,26,光電業 198 | 3624,光頡,28,電子零組件業 199 | 3625,西勝,25,電腦及週邊設備業 200 | 3628,盈正,31,其他電子業 201 | 3629,卓韋,26,光電業 202 | 3630,新鉅科,26,光電業 203 | 3631,晟楠,28,電子零組件業 204 | 3632,研勤,27,通信網路業 205 | 3642,駿熠電,31,其他電子業 206 | 3646,艾恩特,28,電子零組件業 207 | 3652,精聯,25,電腦及週邊設備業 208 | 3658,漢微科,24,半導體業 209 | 3662,樂陞,32,文化創意業 210 | 3663,鑫科,31,其他電子業 211 | 3664,F-安瑞,27,通信網路業 212 | 3675,德微,24,半導體業 213 | 3680,家登,24,半導體業 214 | 3685,政翔,26,光電業 215 | 3687,歐買尬,32,文化創意業 216 | 3689,湧德,28,電子零組件業 217 | 3691,碩禾,26,光電業 218 | 3693,營邦,25,電腦及週邊設備業 219 | 4102,永日,22,生技醫療業 220 | 4103,百略,22,生技醫療業 221 | 4105,東洋,22,生技醫療業 222 | 4107,邦特,22,生技醫療業 223 | 4109,穆拉德,22,生技醫療業 224 | 4111,濟生,22,生技醫療業 225 | 4113,聯上,14,建材營造 226 | 4114,健喬,22,生技醫療業 227 | 4120,友華,22,生技醫療業 228 | 4121,優盛,22,生技醫療業 229 | 4123,晟德,22,生技醫療業 230 | 4126,太醫,22,生技醫療業 231 | 4127,天良,22,生技醫療業 232 | 4128,中天,22,生技醫療業 233 | 4129,聯合,22,生技醫療業 234 | 4130,健亞,22,生技醫療業 235 | 4131,晶宇,22,生技醫療業 236 | 4138,曜亞,22,生技醫療業 237 | 4139,F-馬光,22,生技醫療業 238 | 4152,台微體,22,生技醫療業 239 | 4153,鈺緯,22,生技醫療業 240 | 4154,F-康樂,22,生技醫療業 241 | 4157,F*太景,22,生技醫療業 242 | 4160,創源,22,生技醫療業 243 | 4161,聿新科,22,生技醫療業 244 | 4162,智擎,22,生技醫療業 245 | 4163,鐿鈦,22,生技醫療業 246 | 4168,醣聯,22,生技醫療業 247 | 4173,久裕,22,生技醫療業 248 | 4180,安成藥,22,生技醫療業 249 | 4205,中華食,02,食品工業 250 | 4207,環泰,02,食品工業 251 | 4303,信立,03,塑膠工業 252 | 4304,勝昱,03,塑膠工業 253 | 4305,世坤,03,塑膠工業 254 | 4401,東隆興,04,紡織纖維 255 | 4402,福大,04,紡織纖維 256 | 4406,新昕纖,04,紡織纖維 257 | 4413,飛寶,04,紡織纖維 258 | 4416,三圓,14,建材營造 259 | 4417,金洲,04,紡織纖維 260 | 4419,松懋,04,紡織纖維 261 | 4420,光明,04,紡織纖維 262 | 4429,聚紡,04,紡織纖維 263 | 4430,耀億,20,其他 264 | 4432,銘旺實,04,紡織纖維 265 | 4502,源恆,05,電機機械 266 | 4503,金雨,05,電機機械 267 | 4506,崇友,05,電機機械 268 | 4510,高鋒,05,電機機械 269 | 4513,福裕,05,電機機械 270 | 4523,永彰,05,電機機械 271 | 4527,方土霖,05,電機機械 272 | 4528,江興鍛,05,電機機械 273 | 4529,昶洧,05,電機機械 274 | 4530,宏易,05,電機機械 275 | 4533,協易機,05,電機機械 276 | 4534,慶騰,05,電機機械 277 | 4535,至興,05,電機機械 278 | 4609,唐鋒,06,電器電纜 279 | 4702,中美實,21,化學工業 280 | 4703,揚華,21,化學工業 281 | 4706,大恭,21,化學工業 282 | 4707,磐亞,21,化學工業 283 | 4711,永純,21,化學工業 284 | 4712,南璋,02,食品工業 285 | 4714,永捷,21,化學工業 286 | 4716,大立,21,化學工業 287 | 4720,德淵,21,化學工業 288 | 4721,美琪瑪,21,化學工業 289 | 4726,永昕,22,生技醫療業 290 | 4728,雙美,22,生技醫療業 291 | 4729,熒茂,26,光電業 292 | 4735,豪展,22,生技醫療業 293 | 4736,泰博,22,生技醫療業 294 | 4739,康普,21,化學工業 295 | 4743,合一,22,生技醫療業 296 | 4745,F-合富,22,生技醫療業 297 | 4747,強生,22,生技醫療業 298 | 4903,聯光通,27,通信網路業 299 | 4905,台聯電,27,通信網路業 300 | 4907,富宇,14,建材營造 301 | 4908,前鼎,27,通信網路業 302 | 4909,新復興,27,通信網路業 303 | 4911,德英,22,生技醫療業 304 | 4912,F-聯德,28,電子零組件業 305 | 4924,F-欣厚,25,電腦及週邊設備業 306 | 4927,F-泰鼎,28,電子零組件業 307 | 4933,友輝,26,光電業 308 | 4939,亞電,28,電子零組件業 309 | 4944,兆遠,26,光電業 310 | 4946,辣椒,32,文化創意業 311 | 4947,F-昂寶,24,半導體業 312 | 4950,牧東,26,光電業 313 | 4953,緯軟,30,資訊服務業 314 | 4965,商店街,30,資訊服務業 315 | 4966,F-譜瑞,24,半導體業 316 | 4971,F-IET,24,半導體業 317 | 4972,湯石,26,光電業 318 | 4973,廣穎,24,半導體業 319 | 4974,亞泰,28,電子零組件業 320 | 4979,華星光,27,通信網路業 321 | 4987,科誠,25,電腦及週邊設備業 322 | 4995,晶達,26,光電業 323 | 5009,榮剛,10,鋼鐵工業 324 | 5011,久陽,10,鋼鐵工業 325 | 5013,強新,10,鋼鐵工業 326 | 5014,建錩,10,鋼鐵工業 327 | 5015,華祺,10,鋼鐵工業 328 | 5016,松和,10,鋼鐵工業 329 | 5102,富強,11,橡膠工業 330 | 5201,凱衛,30,資訊服務業 331 | 5202,力新,30,資訊服務業 332 | 5206,坤悅,14,建材營造 333 | 5209,新鼎,30,資訊服務業 334 | 5210,寶碩,30,資訊服務業 335 | 5211,蒙恬,30,資訊服務業 336 | 5212,凌網,30,資訊服務業 337 | 5213,亞昕,14,建材營造 338 | 5227,F-立凱,28,電子零組件業 339 | 5230,雷笛克,26,光電業 340 | 5251,天鉞電,26,光電業 341 | 5261,創傑,24,半導體業 342 | 5263,智崴,30,資訊服務業 343 | 5266,F*AS,30,資訊服務業 344 | 5272,笙科,24,半導體業 345 | 5274,信驊,24,半導體業 346 | 5278,尚凡,32,文化創意業 347 | 5287,數字,30,資訊服務業 348 | 5289,宜鼎,25,電腦及週邊設備業 349 | 5301,寶得利,18,貿易百貨 350 | 5302,太欣,24,半導體業 351 | 5304,鼎創達,20,其他 352 | 5306,桂盟,20,其他 353 | 5309,系統電,28,電子零組件業 354 | 5310,天剛,30,資訊服務業 355 | 5312,寶島科,20,其他 356 | 5314,世紀,24,半導體業 357 | 5315,光聯,26,光電業 358 | 5317,凱美,28,電子零組件業 359 | 5321,友銓,28,電子零組件業 360 | 5324,士開,14,建材營造 361 | 5326,漢磊,24,半導體業 362 | 5328,華容,28,電子零組件業 363 | 5340,建榮,28,電子零組件業 364 | 5344,立衛,24,半導體業 365 | 5345,天揚,28,電子零組件業 366 | 5347,世界,24,半導體業 367 | 5348,系通,27,通信網路業 368 | 5349,先豐,28,電子零組件業 369 | 5351,鈺創,24,半導體業 370 | 5353,台林,27,通信網路業 371 | 5355,佳總,28,電子零組件業 372 | 5356,協益,25,電腦及週邊設備業 373 | 5364,易福,80,管理股票 374 | 5371,中光電,25,電腦及週邊設備業 375 | 5381,合正,28,電子零組件業 376 | 5383,金利,31,其他電子業 377 | 5384,捷元,25,電腦及週邊設備業 378 | 5386,青雲,25,電腦及週邊設備業 379 | 5392,應華,26,光電業 380 | 5395,圓方,26,光電業 381 | 5398,力瑋,28,電子零組件業 382 | 5403,中菲,30,資訊服務業 383 | 5410,國眾,30,資訊服務業 384 | 5425,台半,24,半導體業 385 | 5426,振發,25,電腦及週邊設備業 386 | 5432,達威,26,光電業 387 | 5438,東友,25,電腦及週邊設備業 388 | 5439,高技,28,電子零組件業 389 | 5443,均豪,26,光電業 390 | 5450,寶聯通,25,電腦及週邊設備業 391 | 5452,佶優,31,其他電子業 392 | 5455,訊利電,24,半導體業 393 | 5457,宣德,28,電子零組件業 394 | 5460,同協,28,電子零組件業 395 | 5464,霖宏,28,電子零組件業 396 | 5465,富驊,25,電腦及週邊設備業 397 | 5466,泰林,24,半導體業 398 | 5468,凱鈺,24,半導體業 399 | 5474,聰泰,25,電腦及週邊設備業 400 | 5475,德宏,28,電子零組件業 401 | 5478,智冠,32,文化創意業 402 | 5480,統盟,28,電子零組件業 403 | 5481,華韡,28,電子零組件業 404 | 5483,中美晶,24,半導體業 405 | 5487,通泰,24,半導體業 406 | 5488,松普,28,電子零組件業 407 | 5489,彩富,31,其他電子業 408 | 5490,同亨,25,電腦及週邊設備業 409 | 5491,連展,28,電子零組件業 410 | 5493,三聯,31,其他電子業 411 | 5498,凱崴,28,電子零組件業 412 | 5505,和旺,14,建材營造 413 | 5506,長鴻,14,建材營造 414 | 5508,永信建,14,建材營造 415 | 5511,德昌,14,建材營造 416 | 5512,力麒,14,建材營造 417 | 5514,三豐,14,建材營造 418 | 5516,雙喜,14,建材營造 419 | 5520,力泰,14,建材營造 420 | 5523,宏都,14,建材營造 421 | 5529,志嘉,14,建材營造 422 | 5530,龍巖,20,其他 423 | 5536,聖暉,31,其他電子業 424 | 5601,台聯櫃,15,航運業 425 | 5603,陸海,15,航運業 426 | 5604,中連貨,15,航運業 427 | 5609,中菲行,15,航運業 428 | 5701,劍湖山,16,觀光事業 429 | 5703,亞都,16,觀光事業 430 | 5704,老爺知,16,觀光事業 431 | 5820,日盛金,17,金融保險 432 | 5902,德記,18,貿易百貨 433 | 5903,全家,18,貿易百貨 434 | 5904,寶雅,18,貿易百貨 435 | 5905,南仁湖,18,貿易百貨 436 | 6015,宏遠證,17,金融保險 437 | 6016,康和證,17,金融保險 438 | 6020,大展證,17,金融保險 439 | 6021,大慶證,17,金融保險 440 | 6022,大眾證,17,金融保險 441 | 6023,元大期,17,金融保險 442 | 6024,群益期,17,金融保險 443 | 6101,弘捷,28,電子零組件業 444 | 6103,合邦,24,半導體業 445 | 6104,創惟,24,半導體業 446 | 6105,瑞傳,25,電腦及週邊設備業 447 | 6107,華美,28,電子零組件業 448 | 6109,亞元,27,通信網路業 449 | 6111,大宇資,32,文化創意業 450 | 6113,亞矽,29,電子通路業 451 | 6114,翔昇,28,電子零組件業 452 | 6118,建達,29,電子通路業 453 | 6121,新普,25,電腦及週邊設備業 454 | 6122,擎邦,05,電機機械 455 | 6123,上奇,25,電腦及週邊設備業 456 | 6124,業強,28,電子零組件業 457 | 6125,廣運,26,光電業 458 | 6126,信音,28,電子零組件業 459 | 6127,九豪,28,電子零組件業 460 | 6129,普誠,24,半導體業 461 | 6130,基因,22,生技醫療業 462 | 6134,萬旭,28,電子零組件業 463 | 6135,佳營,29,電子通路業 464 | 6138,茂達,24,半導體業 465 | 6140,訊達,30,資訊服務業 466 | 6143,振曜,27,通信網路業 467 | 6144,得利影,32,文化創意業 468 | 6146,耕興,31,其他電子業 469 | 6147,頎邦,24,半導體業 470 | 6148,驊宏資,30,資訊服務業 471 | 6150,撼訊,25,電腦及週邊設備業 472 | 6151,晉倫,31,其他電子業 473 | 6154,順發,29,電子通路業 474 | 6156,松上,26,光電業 475 | 6158,禾昌,28,電子零組件業 476 | 6160,欣技,25,電腦及週邊設備業 477 | 6161,捷波,25,電腦及週邊設備業 478 | 6163,華電網,27,通信網路業 479 | 6167,久正,26,光電業 480 | 6169,昱泉,32,文化創意業 481 | 6170,統振,27,通信網路業 482 | 6171,亞銳士,29,電子通路業 483 | 6173,信昌電,28,電子零組件業 484 | 6174,安碁,28,電子零組件業 485 | 6175,立敦,28,電子零組件業 486 | 6180,橘子,32,文化創意業 487 | 6182,合晶,24,半導體業 488 | 6185,幃翔,28,電子零組件業 489 | 6186,新潤,14,建材營造 490 | 6187,萬潤,31,其他電子業 491 | 6188,廣明,25,電腦及週邊設備業 492 | 6190,萬泰科,27,通信網路業 493 | 6194,育富,28,電子零組件業 494 | 6195,詩肯,18,貿易百貨 495 | 6198,凌泰,24,半導體業 496 | 6203,海韻電,28,電子零組件業 497 | 6204,艾華,28,電子零組件業 498 | 6207,雷科,28,電子零組件業 499 | 6208,日揚,28,電子零組件業 500 | 6210,慶生,28,電子零組件業 501 | 6211,福登,28,電子零組件業 502 | 6212,理銘,14,建材營造 503 | 6217,中探針,28,電子零組件業 504 | 6218,豪勉,27,通信網路業 505 | 6219,富旺,14,建材營造 506 | 6220,岳豐,28,電子零組件業 507 | 6221,晉泰,30,資訊服務業 508 | 6222,上揚,25,電腦及週邊設備業 509 | 6223,旺矽,24,半導體業 510 | 6227,茂綸,29,電子通路業 511 | 6228,全譜,25,電腦及週邊設備業 512 | 6229,研通,24,半導體業 513 | 6231,系微,30,資訊服務業 514 | 6233,旺玖,24,半導體業 515 | 6234,高僑,26,光電業 516 | 6236,凌越,24,半導體業 517 | 6237,驊訊,24,半導體業 518 | 6238,勝麗,31,其他電子業 519 | 6240,松崗,30,資訊服務業 520 | 6241,易通展,27,通信網路業 521 | 6242,亨豐,28,電子零組件業 522 | 6244,茂迪,26,光電業 523 | 6245,立端,27,通信網路業 524 | 6246,臺龍,26,光電業 525 | 6247,淇譽電,31,其他電子業 526 | 6248,沛波,28,電子零組件業 527 | 6250,宇加,28,電子零組件業 528 | 6259,百徽,28,電子零組件業 529 | 6261,久元,24,半導體業 530 | 6263,普萊德,27,通信網路業 531 | 6264,德士通,14,建材營造 532 | 6265,方土昶,29,電子通路業 533 | 6266,泰詠,28,電子零組件業 534 | 6270,倍微,29,電子通路業 535 | 6274,台燿,28,電子零組件業 536 | 6275,元山,31,其他電子業 537 | 6276,安鈦克,25,電腦及週邊設備業 538 | 6279,胡連,28,電子零組件業 539 | 6284,佳邦,28,電子零組件業 540 | 6287,元隆,24,半導體業 541 | 6290,良維,28,電子零組件業 542 | 6291,沛亨,24,半導體業 543 | 6292,迅德,28,電子零組件業 544 | 6294,智基,20,其他 545 | 6298,崴強,25,電腦及週邊設備業 546 | 6506,雙邦,21,化學工業 547 | 6508,惠光,03,塑膠工業 548 | 6509,聚和,21,化學工業 549 | 6603,富強鑫,05,電機機械 550 | 6609,瀧澤科,05,電機機械 551 | 6803,崑鼎,20,其他 552 | 707559,中信U8,WW,認購售權證 553 | 707568,中信U9,WW,認購售權證 554 | 707825,國泰P6,WW,認購售權證 555 | 708341,日盛WK,WW,認購售權證 556 | 70839P,國泰PG,WW,認購售權證 557 | 708507,中信Y4,WW,認購售權證 558 | 708508,中信Y5,WW,認購售權證 559 | 708573,中信Y6,WW,認購售權證 560 | 708574,中信Y7,WW,認購售權證 561 | 708590,中信Z1,WW,認購售權證 562 | 708603,元大R7,WW,認購售權證 563 | 708630,國泰Y7,WW,認購售權證 564 | 708639,元大S3,WW,認購售權證 565 | 70874P,富邦WA,WW,認購售權證 566 | 708758,國泰Z6,WW,認購售權證 567 | 708777,國泰Z9,WW,認購售權證 568 | 708780,凱基QD,WW,認購售權證 569 | 708782,元大U9,WW,認購售權證 570 | 70878P,富邦WB,WW,認購售權證 571 | 708797,RA群益,WW,認購售權證 572 | 708810,中信Z8,WW,認購售權證 573 | 708817,元大V9,WW,認購售權證 574 | 70881P,元富Z5,WW,認購售權證 575 | 708833,國泰PB,WW,認購售權證 576 | 708842,康和WP,WW,認購售權證 577 | 708857,元大W3,WW,認購售權證 578 | 708876,國泰PF,WW,認購售權證 579 | 708898,國泰PH,WW,認購售權證 580 | 708902,凱基QQ,WW,認購售權證 581 | 708910,富邦VP,WW,認購售權證 582 | 708926,RR群益,WW,認購售權證 583 | 708927,RS群益,WW,認購售權證 584 | 708928,RT群益,WW,認購售權證 585 | 70892P,元大RE,WW,認購售權證 586 | 708938,富邦VT,WW,認購售權證 587 | 708939,元大PG,WW,認購售權證 588 | 708941,元大PJ,WW,認購售權證 589 | 708944,亞東QE,WW,認購售權證 590 | 708972,亞東QG,WW,認購售權證 591 | 708982,日盛U2,WW,認購售權證 592 | 708994,亞東QH,WW,認購售權證 593 | 70900P,元大RM,WW,認購售權證 594 | 709015,中信PC,WW,認購售權證 595 | 70901P,亞東QS,WW,認購售權證 596 | 70902P,元大RN,WW,認購售權證 597 | 709039,元大QA,WW,認購售權證 598 | 70903P,UD群益,WW,認購售權證 599 | 709042,日盛V1,WW,認購售權證 600 | 70904P,元富PG,WW,認購售權證 601 | 709057,康和WY,WW,認購售權證 602 | 70905P,日盛PN,WW,認購售權證 603 | 709064,元富Y5,WW,認購售權證 604 | 709067,統一YF,WW,認購售權證 605 | 709068,統一YG,WW,認購售權證 606 | 709069,統一YH,WW,認購售權證 607 | 70906P,永豐UX,WW,認購售權證 608 | 70907P,凱基SL,WW,認購售權證 609 | 709082,兆豐YR,WW,認購售權證 610 | 709083,統一YJ,WW,認購售權證 611 | 709089,兆豐YS,WW,認購售權證 612 | 70908P,凱基SM,WW,認購售權證 613 | 709090,中信PD,WW,認購售權證 614 | 70909P,UG群益,WW,認購售權證 615 | 709100,SW群益,WW,認購售權證 616 | 709108,亞東QL,WW,認購售權證 617 | 709109,統一YM,WW,認購售權證 618 | 70910P,兆豐ZM,WW,認購售權證 619 | 709115,TB群益,WW,認購售權證 620 | 709117,元大QJ,WW,認購售權證 621 | 70911P,國泰QF,WW,認購售權證 622 | 709120,元富Z1,WW,認購售權證 623 | 709124,永豐TT,WW,認購售權證 624 | 709127,統一YN,WW,認購售權證 625 | 709128,凱基RL,WW,認購售權證 626 | 70912P,UM群益,WW,認購售權證 627 | 709133,凱基RM,WW,認購售權證 628 | 709139,凱基RP,WW,認購售權證 629 | 70913P,中信PK,WW,認購售權證 630 | 709141,富邦WD,WW,認購售權證 631 | 709142,富邦WE,WW,認購售權證 632 | 709146,永豐TY,WW,認購售權證 633 | 709147,兆豐YT,WW,認購售權證 634 | 709148,兆豐YU,WW,認購售權證 635 | 709149,兆豐YV,WW,認購售權證 636 | 70914P,元大RX,WW,認購售權證 637 | 709151,凱基RR,WW,認購售權證 638 | 709155,日盛W6,WW,認購售權證 639 | 70915P,元大RY,WW,認購售權證 640 | 709163,統一YQ,WW,認購售權證 641 | 709164,凱基RS,WW,認購售權證 642 | 709167,中信PE,WW,認購售權證 643 | 70916P,元富PR,WW,認購售權證 644 | 709173,亞東QN,WW,認購售權證 645 | 70917P,日盛PS,WW,認購售權證 646 | 709185,TK群益,WW,認購售權證 647 | 709186,TL群益,WW,認購售權證 648 | 709189,元大QV,WW,認購售權證 649 | 70918P,日盛PT,WW,認購售權證 650 | 709194,亞東QP,WW,認購售權證 651 | 70919P,日盛PU,WW,認購售權證 652 | 70920P,永豐VC,WW,認購售權證 653 | 709217,國泰PT,WW,認購售權證 654 | 70921P,兆豐ZP,WW,認購售權證 655 | 709222,元大QX,WW,認購售權證 656 | 709223,元大QY,WW,認購售權證 657 | 709224,元大QZ,WW,認購售權證 658 | 70922P,UR群益,WW,認購售權證 659 | 709233,國泰PV,WW,認購售權證 660 | 70923P,國泰QK,WW,認購售權證 661 | 709240,元大RA,WW,認購售權證 662 | 709242,元大RC,WW,認購售權證 663 | 709243,元大RD,WW,認購售權證 664 | 70924P,凱基SU,WW,認購售權證 665 | 709258,富邦WP,WW,認購售權證 666 | 70925P,元大SC,WW,認購售權證 667 | 70926P,永豐VG,WW,認購售權證 668 | 709277,永豐UP,WW,認購售權證 669 | 70927P,國票SJ,WW,認購售權證 670 | 709285,永豐UR,WW,認購售權證 671 | 709286,永豐US,WW,認購售權證 672 | 709289,TY群益,WW,認購售權證 673 | 70928P,UV群益,WW,認購售權證 674 | 709292,元富PE,WW,認購售權證 675 | 709294,兆豐ZF,WW,認購售權證 676 | 709296,元大RJ,WW,認購售權證 677 | 709297,元大RK,WW,認購售權證 678 | 709298,元大RL,WW,認購售權證 679 | 709299,凱基SF,WW,認購售權證 680 | 70929P,UZ群益,WW,認購售權證 681 | 709300,凱基SG,WW,認購售權證 682 | 709301,UA群益,WW,認購售權證 683 | 709302,UB群益,WW,認購售權證 684 | 709303,大眾VM,WW,認購售權證 685 | 709304,中信PJ,WW,認購售權證 686 | 709305,元大RP,WW,認購售權證 687 | 709306,元富PF,WW,認購售權證 688 | 709307,日盛PM,WW,認購售權證 689 | 709308,工銀R8,WW,認購售權證 690 | 709309,永豐UT,WW,認購售權證 691 | 70930P,VA群益,WW,認購售權證 692 | 709310,永豐UU,WW,認購售權證 693 | 709311,永豐UV,WW,認購售權證 694 | 709312,永豐UW,WW,認購售權證 695 | 709313,兆豐ZG,WW,認購售權證 696 | 709314,兆豐ZH,WW,認購售權證 697 | 709315,兆豐ZJ,WW,認購售權證 698 | 709316,兆豐ZK,WW,認購售權證 699 | 709317,兆豐ZL,WW,認購售權證 700 | 709318,亞東QT,WW,認購售權證 701 | 709319,國泰QB,WW,認購售權證 702 | 70931P,元大SD,WW,認購售權證 703 | 709320,國泰QC,WW,認購售權證 704 | 709321,國泰QD,WW,認購售權證 705 | 709322,康和XJ,WW,認購售權證 706 | 709323,統一YZ,WW,認購售權證 707 | 709324,凱基SH,WW,認購售權證 708 | 709325,凱基SJ,WW,認購售權證 709 | 709326,富邦WR,WW,認購售權證 710 | 709327,富邦WS,WW,認購售權證 711 | 709328,UC群益,WW,認購售權證 712 | 709329,元大RQ,WW,認購售權證 713 | 70932P,永豐VI,WW,認購售權證 714 | 709330,元大RR,WW,認購售權證 715 | 709331,元大RS,WW,認購售權證 716 | 709332,亞東QU,WW,認購售權證 717 | 709333,康和XK,WW,認購售權證 718 | 709334,康和XL,WW,認購售權證 719 | 709335,統一ZA,WW,認購售權證 720 | 709336,凱基SK,WW,認購售權證 721 | 709337,富邦WT,WW,認購售權證 722 | 709338,UE群益,WW,認購售權證 723 | 709339,UF群益,WW,認購售權證 724 | 70933P,國票SM,WW,認購售權證 725 | 709340,元大RT,WW,認購售權證 726 | 709341,元大RU,WW,認購售權證 727 | 709342,元富PH,WW,認購售權證 728 | 709343,元富PJ,WW,認購售權證 729 | 709344,元富PK,WW,認購售權證 730 | 709345,元富PL,WW,認購售權證 731 | 709346,日盛PP,WW,認購售權證 732 | 709347,日盛PQ,WW,認購售權證 733 | 709348,永豐UY,WW,認購售權證 734 | 709349,永豐UZ,WW,認購售權證 735 | 70934P,康和XR,WW,認購售權證 736 | 709350,永豐VA,WW,認購售權證 737 | 709351,國泰QE,WW,認購售權證 738 | 709352,國票SG,WW,認購售權證 739 | 709353,康和XM,WW,認購售權證 740 | 709354,康和XN,WW,認購售權證 741 | 709355,統一ZB,WW,認購售權證 742 | 709356,統一ZC,WW,認購售權證 743 | 709357,凱基SN,WW,認購售權證 744 | 709358,凱基SP,WW,認購售權證 745 | 709359,UH群益,WW,認購售權證 746 | 70935P,元大SP,WW,認購售權證 747 | 709360,UJ群益,WW,認購售權證 748 | 709361,UK群益,WW,認購售權證 749 | 709362,UL群益,WW,認購售權證 750 | 709363,元大RV,WW,認購售權證 751 | 709364,元大RW,WW,認購售權證 752 | 709365,元富PM,WW,認購售權證 753 | 709366,元富PN,WW,認購售權證 754 | 709367,元富PP,WW,認購售權證 755 | 709368,國泰QG,WW,認購售權證 756 | 709369,康和XP,WW,認購售權證 757 | 70936P,VJ群益,WW,認購售權證 758 | 709370,凱基SQ,WW,認購售權證 759 | 709371,富邦WU,WW,認購售權證 760 | 709372,中信PL,WW,認購售權證 761 | 709373,元大RZ,WW,認購售權證 762 | 709374,元富PQ,WW,認購售權證 763 | 709375,日盛PR,WW,認購售權證 764 | 709376,永豐VB,WW,認購售權證 765 | 709377,永豐VD,WW,認購售權證 766 | 709378,兆豐ZN,WW,認購售權證 767 | 709379,康和XQ,WW,認購售權證 768 | 70937P,元大SQ,WW,認購售權證 769 | 709380,統一ZD,WW,認購售權證 770 | 709381,凱基SR,WW,認購售權證 771 | 709382,凱基SS,WW,認購售權證 772 | 709383,UN群益,WW,認購售權證 773 | 709384,UP群益,WW,認購售權證 774 | 709385,UQ群益,WW,認購售權證 775 | 709386,元大SA,WW,認購售權證 776 | 709387,元大SB,WW,認購售權證 777 | 709388,日盛PV,WW,認購售權證 778 | 709389,永豐VE,WW,認購售權證 779 | 70938P,元富QA,WW,認購售權證 780 | 709390,永豐VF,WW,認購售權證 781 | 709391,國泰QH,WW,認購售權證 782 | 709392,國泰QJ,WW,認購售權證 783 | 709393,國泰QL,WW,認購售權證 784 | 709394,統一ZE,WW,認購售權證 785 | 709395,凱基ST,WW,認購售權證 786 | 709396,富邦WV,WW,認購售權證 787 | 709397,US群益,WW,認購售權證 788 | 709398,UT群益,WW,認購售權證 789 | 709399,元富PS,WW,認購售權證 790 | 70939P,元大SS,WW,認購售權證 791 | 709400,日盛PW,WW,認購售權證 792 | 709401,國泰QM,WW,認購售權證 793 | 709402,國泰QN,WW,認購售權證 794 | 709403,國票SH,WW,認購售權證 795 | 709404,統一ZF,WW,認購售權證 796 | 709405,UU群益,WW,認購售權證 797 | 709406,元富PT,WW,認購售權證 798 | 709407,永豐VH,WW,認購售權證 799 | 709408,兆豐ZQ,WW,認購售權證 800 | 709409,國票SK,WW,認購售權證 801 | 70940P,元富QG,WW,認購售權證 802 | 709410,凱基SV,WW,認購售權證 803 | 709411,凱基SW,WW,認購售權證 804 | 709412,凱基SX,WW,認購售權證 805 | 709413,凱基SY,WW,認購售權證 806 | 709414,凱基SZ,WW,認購售權證 807 | 709415,凱基TA,WW,認購售權證 808 | 709416,凱基TB,WW,認購售權證 809 | 709417,凱基TC,WW,認購售權證 810 | 709418,UW群益,WW,認購售權證 811 | 709419,UX群益,WW,認購售權證 812 | 70941P,元大SX,WW,認購售權證 813 | 709420,UY群益,WW,認購售權證 814 | 709421,大眾VN,WW,認購售權證 815 | 709422,中信PM,WW,認購售權證 816 | 709423,元大SE,WW,認購售權證 817 | 709424,元大SF,WW,認購售權證 818 | 709425,元大SG,WW,認購售權證 819 | 709426,永豐VJ,WW,認購售權證 820 | 709427,國票SL,WW,認購售權證 821 | 709428,統一ZG,WW,認購售權證 822 | 709429,凱基TD,WW,認購售權證 823 | 70942P,日盛QJ,WW,認購售權證 824 | 709430,中信PN,WW,認購售權證 825 | 709431,元大SH,WW,認購售權證 826 | 709432,元富PU,WW,認購售權證 827 | 709433,元富PV,WW,認購售權證 828 | 709434,元富PW,WW,認購售權證 829 | 709435,元富PX,WW,認購售權證 830 | 709436,日盛PX,WW,認購售權證 831 | 709437,永豐VK,WW,認購售權證 832 | 709438,永豐VL,WW,認購售權證 833 | 709439,永豐VM,WW,認購售權證 834 | 70943P,兆豐PB,WW,認購售權證 835 | 709440,國泰QP,WW,認購售權證 836 | 709441,凱基TE,WW,認購售權證 837 | 709442,凱基TF,WW,認購售權證 838 | 709443,凱基TG,WW,認購售權證 839 | 709444,VB群益,WW,認購售權證 840 | 709445,VC群益,WW,認購售權證 841 | 709446,元大SJ,WW,認購售權證 842 | 709447,元大SK,WW,認購售權證 843 | 709448,元富PY,WW,認購售權證 844 | 709449,元富PZ,WW,認購售權證 845 | 70944P,康和XV,WW,認購售權證 846 | 709450,日盛PY,WW,認購售權證 847 | 709451,永豐VN,WW,認購售權證 848 | 709452,永豐VP,WW,認購售權證 849 | 709453,兆豐ZR,WW,認購售權證 850 | 709454,國泰QQ,WW,認購售權證 851 | 709455,統一ZH,WW,認購售權證 852 | 709456,統一ZJ,WW,認購售權證 853 | 709457,統一ZK,WW,認購售權證 854 | 709458,凱基TH,WW,認購售權證 855 | 709459,凱基TJ,WW,認購售權證 856 | 70945P,元富QH,WW,認購售權證 857 | 709460,凱基TK,WW,認購售權證 858 | 709461,凱基TL,WW,認購售權證 859 | 709462,VD群益,WW,認購售權證 860 | 709463,VE群益,WW,認購售權證 861 | 709464,VF群益,WW,認購售權證 862 | 709465,中信PP,WW,認購售權證 863 | 709466,元大SL,WW,認購售權證 864 | 709467,元大SM,WW,認購售權證 865 | 709468,元大SN,WW,認購售權證 866 | 709469,永豐VQ,WW,認購售權證 867 | 70946P,元富QN,WW,認購售權證 868 | 709470,永豐VR,WW,認購售權證 869 | 709471,亞東QV,WW,認購售權證 870 | 709472,統一ZL,WW,認購售權證 871 | 709473,統一ZM,WW,認購售權證 872 | 709474,富邦WW,WW,認購售權證 873 | 709475,VG群益,WW,認購售權證 874 | 709476,VH群益,WW,認購售權證 875 | 709477,元大SR,WW,認購售權證 876 | 709478,日盛PZ,WW,認購售權證 877 | 709479,永豐VS,WW,認購售權證 878 | 70947P,VV群益,WW,認購售權證 879 | 709480,康和XS,WW,認購售權證 880 | 709481,統一ZN,WW,認購售權證 881 | 709482,凱基TM,WW,認購售權證 882 | 709483,凱基TN,WW,認購售權證 883 | 709484,凱基TP,WW,認購售權證 884 | 709485,永昌UW,WW,認購售權證 885 | 709486,VK群益,WW,認購售權證 886 | 709487,VL群益,WW,認購售權證 887 | 709488,元大ST,WW,認購售權證 888 | 709489,元富QB,WW,認購售權證 889 | 70948P,元大SZ,WW,認購售權證 890 | 709490,元富QC,WW,認購售權證 891 | 709491,元富QD,WW,認購售權證 892 | 709492,元富QE,WW,認購售權證 893 | 709493,元富QF,WW,認購售權證 894 | 709494,日盛QB,WW,認購售權證 895 | 709495,工銀R9,WW,認購售權證 896 | 709496,永豐VT,WW,認購售權證 897 | 709497,永豐VU,WW,認購售權證 898 | 709498,永豐VV,WW,認購售權證 899 | 709499,兆豐ZS,WW,認購售權證 900 | 70949P,元富QR,WW,認購售權證 901 | 709500,兆豐ZT,WW,認購售權證 902 | 709501,兆豐ZU,WW,認購售權證 903 | 709502,康和XT,WW,認購售權證 904 | 709503,VM群益,WW,認購售權證 905 | 709504,VN群益,WW,認購售權證 906 | 709505,中信PQ,WW,認購售權證 907 | 709506,元大SU,WW,認購售權證 908 | 709507,元大SV,WW,認購售權證 909 | 709508,日盛QC,WW,認購售權證 910 | 709509,日盛QD,WW,認購售權證 911 | 70950P,凱基UA,WW,認購售權證 912 | 709510,日盛QE,WW,認購售權證 913 | 709511,日盛QF,WW,認購售權證 914 | 709512,永豐VW,WW,認購售權證 915 | 709513,永豐VX,WW,認購售權證 916 | 709514,兆豐PA,WW,認購售權證 917 | 709515,兆豐ZV,WW,認購售權證 918 | 709516,兆豐ZW,WW,認購售權證 919 | 709517,兆豐ZX,WW,認購售權證 920 | 709518,兆豐ZY,WW,認購售權證 921 | 709519,兆豐ZZ,WW,認購售權證 922 | 70951P,VY群益,WW,認購售權證 923 | 709520,國泰QR,WW,認購售權證 924 | 709521,統一ZP,WW,認購售權證 925 | 709522,統一ZQ,WW,認購售權證 926 | 709523,凱基TQ,WW,認購售權證 927 | 709524,富邦WX,WW,認購售權證 928 | 709525,中信PR,WW,認購售權證 929 | 709526,元大SW,WW,認購售權證 930 | 709527,日盛QG,WW,認購售權證 931 | 709528,日盛QH,WW,認購售權證 932 | 709529,工銀S1,WW,認購售權證 933 | 70952P,元富QU,WW,認購售權證 934 | 709530,永豐VY,WW,認購售權證 935 | 709531,永豐VZ,WW,認購售權證 936 | 709532,永豐WA,WW,認購售權證 937 | 709533,永豐WB,WW,認購售權證 938 | 709534,永豐WC,WW,認購售權證 939 | 709535,兆豐PC,WW,認購售權證 940 | 709536,國泰QS,WW,認購售權證 941 | 709537,國泰QT,WW,認購售權證 942 | 709538,國泰QU,WW,認購售權證 943 | 709539,康和XU,WW,認購售權證 944 | 70953P,亞東QY,WW,認購售權證 945 | 709540,統一ZR,WW,認購售權證 946 | 709541,凱基TR,WW,認購售權證 947 | 709542,凱基TS,WW,認購售權證 948 | 709543,VP群益,WW,認購售權證 949 | 709544,VQ群益,WW,認購售權證 950 | 709545,VR群益,WW,認購售權證 951 | 709546,日盛QK,WW,認購售權證 952 | 709547,永豐WD,WW,認購售權證 953 | 709548,永豐WE,WW,認購售權證 954 | 709549,國泰QV,WW,認購售權證 955 | 70954P,WD群益,WW,認購售權證 956 | 709550,凱基TT,WW,認購售權證 957 | 709551,凱基TU,WW,認購售權證 958 | 709552,VS群益,WW,認購售權證 959 | 709553,元富QJ,WW,認購售權證 960 | 709554,元富QK,WW,認購售權證 961 | 709555,元富QL,WW,認購售權證 962 | 709556,日盛QL,WW,認購售權證 963 | 709557,日盛QM,WW,認購售權證 964 | 709558,永豐WF,WW,認購售權證 965 | 709559,國票SN,WW,認購售權證 966 | 70955P,元大TD,WW,認購售權證 967 | 709560,凱基TV,WW,認購售權證 968 | 709561,永昌UX,WW,認購售權證 969 | 709562,永昌UY,WW,認購售權證 970 | 709563,元富QM,WW,認購售權證 971 | 709564,日盛QN,WW,認購售權證 972 | 709565,日盛QP,WW,認購售權證 973 | 709566,日盛QQ,WW,認購售權證 974 | 709567,日盛QR,WW,認購售權證 975 | 709568,工銀S2,WW,認購售權證 976 | 709569,永豐WG,WW,認購售權證 977 | 70956P,日盛QX,WW,認購售權證 978 | 709570,永豐WH,WW,認購售權證 979 | 709571,凱基TW,WW,認購售權證 980 | 709572,凱基TX,WW,認購售權證 981 | 709573,富邦WY,WW,認購售權證 982 | 709574,富邦WZ,WW,認購售權證 983 | 709575,VT群益,WW,認購售權證 984 | 709576,VU群益,WW,認購售權證 985 | 709577,中信PS,WW,認購售權證 986 | 709578,元大SY,WW,認購售權證 987 | 709579,元富QP,WW,認購售權證 988 | 70957P,元大TK,WW,認購售權證 989 | 709580,元富QQ,WW,認購售權證 990 | 709581,日盛QS,WW,認購售權證 991 | 709582,永豐WI,WW,認購售權證 992 | 709583,永豐WJ,WW,認購售權證 993 | 709584,亞東QW,WW,認購售權證 994 | 709585,亞東QX,WW,認購售權證 995 | 709586,凱基TY,WW,認購售權證 996 | 709587,凱基TZ,WW,認購售權證 997 | 709588,VW群益,WW,認購售權證 998 | 709589,康和XW,WW,認購售權證 999 | 70958P,WH群益,WW,認購售權證 1000 | 709590,元富QS,WW,認購售權證 1001 | 709591,日盛QT,WW,認購售權證 1002 | 709592,永豐WK,WW,認購售權證 1003 | 709593,永豐WL,WW,認購售權證 1004 | 709594,兆豐PD,WW,認購售權證 1005 | 709595,兆豐PE,WW,認購售權證 1006 | 709596,國泰QW,WW,認購售權證 1007 | 709597,國票SP,WW,認購售權證 1008 | 709598,元大TA,WW,認購售權證 1009 | 709599,統一ZS,WW,認購售權證 1010 | 70959P,WJ群益,WW,認購售權證 1011 | 709600,統一ZT,WW,認購售權證 1012 | 709601,統一ZU,WW,認購售權證 1013 | 709602,VX群益,WW,認購售權證 1014 | 709603,元富QT,WW,認購售權證 1015 | 709604,永豐WM,WW,認購售權證 1016 | 709605,永豐WN,WW,認購售權證 1017 | 709606,永豐WP,WW,認購售權證 1018 | 709607,永豐WQ,WW,認購售權證 1019 | 709608,永豐WR,WW,認購售權證 1020 | 709609,永豐WS,WW,認購售權證 1021 | 70960P,日盛RD,WW,認購售權證 1022 | 709610,國票SQ,WW,認購售權證 1023 | 709611,統一ZV,WW,認購售權證 1024 | 709612,凱基UB,WW,認購售權證 1025 | 709613,永昌UZ,WW,認購售權證 1026 | 709614,永昌VA,WW,認購售權證 1027 | 709615,VZ群益,WW,認購售權證 1028 | 709616,WA群益,WW,認購售權證 1029 | 709617,大眾VP,WW,認購售權證 1030 | 709618,元大TB,WW,認購售權證 1031 | 709619,元大TC,WW,認購售權證 1032 | 70961P,元富RC,WW,認購售權證 1033 | 709620,日盛QU,WW,認購售權證 1034 | 709621,日盛QV,WW,認購售權證 1035 | 709622,永豐WT,WW,認購售權證 1036 | 709623,國票SR,WW,認購售權證 1037 | 709624,WB群益,WW,認購售權證 1038 | 709625,WC群益,WW,認購售權證 1039 | 709626,中信PT,WW,認購售權證 1040 | 709627,元大TE,WW,認購售權證 1041 | 709628,元大TF,WW,認購售權證 1042 | 709629,元大TG,WW,認購售權證 1043 | 70962P,WW群益,WW,認購售權證 1044 | 709630,元大TH,WW,認購售權證 1045 | 709631,元大TJ,WW,認購售權證 1046 | 709632,元富QV,WW,認購售權證 1047 | 709633,日盛QW,WW,認購售權證 1048 | 709634,工銀S3,WW,認購售權證 1049 | 709635,永豐WU,WW,認購售權證 1050 | 709636,永豐WV,WW,認購售權證 1051 | 709637,永豐WW,WW,認購售權證 1052 | 709638,永豐WX,WW,認購售權證 1053 | 709639,永豐WY,WW,認購售權證 1054 | 70963P,元大UP,WW,認購售權證 1055 | 709640,國泰QX,WW,認購售權證 1056 | 709641,國泰QY,WW,認購售權證 1057 | 709642,國票SS,WW,認購售權證 1058 | 709643,康和XX,WW,認購售權證 1059 | 709644,凱基UC,WW,認購售權證 1060 | 709645,凱基UD,WW,認購售權證 1061 | 709646,永昌VB,WW,認購售權證 1062 | 709647,WE群益,WW,認購售權證 1063 | 709648,WF群益,WW,認購售權證 1064 | 709649,大眾VQ,WW,認購售權證 1065 | 70964P,元大UT,WW,認購售權證 1066 | 709650,中信PU,WW,認購售權證 1067 | 709651,元大TL,WW,認購售權證 1068 | 709652,元大TM,WW,認購售權證 1069 | 709653,元大TN,WW,認購售權證 1070 | 709654,元大TP,WW,認購售權證 1071 | 709655,元富QW,WW,認購售權證 1072 | 709656,元富QX,WW,認購售權證 1073 | 709657,元富QY,WW,認購售權證 1074 | 709658,元富QZ,WW,認購售權證 1075 | 709659,工銀S4,WW,認購售權證 1076 | 70965P,元大UU,WW,認購售權證 1077 | 709660,永豐WZ,WW,認購售權證 1078 | 709661,國泰QZ,WW,認購售權證 1079 | 709662,國泰RA,WW,認購售權證 1080 | 709663,統一ZW,WW,認購售權證 1081 | 709664,統一ZX,WW,認購售權證 1082 | 709665,統一ZY,WW,認購售權證 1083 | 709666,凱基UE,WW,認購售權證 1084 | 709667,凱基UF,WW,認購售權證 1085 | 709668,P1富邦,WW,認購售權證 1086 | 709669,P2富邦,WW,認購售權證 1087 | 70966P,元富RL,WW,認購售權證 1088 | 709670,P3富邦,WW,認購售權證 1089 | 709671,WG群益,WW,認購售權證 1090 | 709672,元大TQ,WW,認購售權證 1091 | 709673,日盛QY,WW,認購售權證 1092 | 709674,日盛QZ,WW,認購售權證 1093 | 709675,日盛RA,WW,認購售權證 1094 | 709676,永豐XA,WW,認購售權證 1095 | 709677,兆豐PF,WW,認購售權證 1096 | 709678,國票ST,WW,認購售權證 1097 | 709679,國票SU,WW,認購售權證 1098 | 70967P,元富RM,WW,認購售權證 1099 | 709680,統一P1,WW,認購售權證 1100 | 709681,統一ZZ,WW,認購售權證 1101 | 709682,WK群益,WW,認購售權證 1102 | 709683,WL群益,WW,認購售權證 1103 | 709684,中信PV,WW,認購售權證 1104 | 709685,元大TR,WW,認購售權證 1105 | 709686,元富RA,WW,認購售權證 1106 | 709687,日盛RB,WW,認購售權證 1107 | 709688,日盛RC,WW,認購售權證 1108 | 709689,兆豐PG,WW,認購售權證 1109 | 70968P,永豐YC,WW,認購售權證 1110 | 709690,凱基UG,WW,認購售權證 1111 | 709691,永昌VC,WW,認購售權證 1112 | 709692,永昌VD,WW,認購售權證 1113 | 709693,大眾VR,WW,認購售權證 1114 | 709694,元大TS,WW,認購售權證 1115 | 709695,元大TT,WW,認購售權證 1116 | 709696,元大TU,WW,認購售權證 1117 | 709697,元大TV,WW,認購售權證 1118 | 709698,元大TW,WW,認購售權證 1119 | 709699,元大TX,WW,認購售權證 1120 | 70969P,國泰RM,WW,認購售權證 1121 | 709700,元大TY,WW,認購售權證 1122 | 709701,元大TZ,WW,認購售權證 1123 | 709702,元大UA,WW,認購售權證 1124 | 709703,元大UB,WW,認購售權證 1125 | 709704,元大UC,WW,認購售權證 1126 | 709705,元大UD,WW,認購售權證 1127 | 709706,元富RB,WW,認購售權證 1128 | 709707,元富RD,WW,認購售權證 1129 | 709708,日盛RE,WW,認購售權證 1130 | 709709,日盛RF,WW,認購售權證 1131 | 70970P,康和YH,WW,認購售權證 1132 | 709710,日盛RG,WW,認購售權證 1133 | 709711,日盛RH,WW,認購售權證 1134 | 709712,日盛RK,WW,認購售權證 1135 | 709713,日盛RL,WW,認購售權證 1136 | 709714,工銀S5,WW,認購售權證 1137 | 709715,工銀S6,WW,認購售權證 1138 | 709716,工銀S7,WW,認購售權證 1139 | 709717,永豐XB,WW,認購售權證 1140 | 709718,永豐XC,WW,認購售權證 1141 | 709719,永豐XD,WW,認購售權證 1142 | 70971P,康和YI,WW,認購售權證 1143 | 709720,永豐XE,WW,認購售權證 1144 | 709721,永豐XF,WW,認購售權證 1145 | 709722,永豐XG,WW,認購售權證 1146 | 709723,永豐XH,WW,認購售權證 1147 | 709724,永豐XI,WW,認購售權證 1148 | 709725,永豐XJ,WW,認購售權證 1149 | 709726,永豐XK,WW,認購售權證 1150 | 709727,永豐XL,WW,認購售權證 1151 | 709728,永豐XM,WW,認購售權證 1152 | 709729,永豐XN,WW,認購售權證 1153 | 70972P,元大VE,WW,認購售權證 1154 | 709730,國泰RB,WW,認購售權證 1155 | 709731,國泰RC,WW,認購售權證 1156 | 709732,國泰RD,WW,認購售權證 1157 | 709733,國泰RE,WW,認購售權證 1158 | 709734,國泰RF,WW,認購售權證 1159 | 709735,國泰RG,WW,認購售權證 1160 | 709736,國泰RH,WW,認購售權證 1161 | 709737,國票SV,WW,認購售權證 1162 | 709738,國票SW,WW,認購售權證 1163 | 709739,國票SX,WW,認購售權證 1164 | 70973P,元富RS,WW,認購售權證 1165 | 709740,國票SY,WW,認購售權證 1166 | 709741,國票SZ,WW,認購售權證 1167 | 709742,國票TA,WW,認購售權證 1168 | 709743,康和XY,WW,認購售權證 1169 | 709744,康和XZ,WW,認購售權證 1170 | 709745,康和YA,WW,認購售權證 1171 | 709746,康和YB,WW,認購售權證 1172 | 709747,康和YC,WW,認購售權證 1173 | 709748,康和YD,WW,認購售權證 1174 | 709749,康和YE,WW,認購售權證 1175 | 70974P,國泰RR,WW,認購售權證 1176 | 709750,康和YF,WW,認購售權證 1177 | 709751,康和YG,WW,認購售權證 1178 | 709752,統一P2,WW,認購售權證 1179 | 709753,統一P3,WW,認購售權證 1180 | 709754,統一P4,WW,認購售權證 1181 | 709755,統一P5,WW,認購售權證 1182 | 709756,統一P6,WW,認購售權證 1183 | 709757,統一P7,WW,認購售權證 1184 | 709758,凱基UH,WW,認購售權證 1185 | 709759,凱基UJ,WW,認購售權證 1186 | 70975P,國泰RS,WW,認購售權證 1187 | 709760,凱基UK,WW,認購售權證 1188 | 709761,凱基UL,WW,認購售權證 1189 | 709762,凱基UM,WW,認購售權證 1190 | 709763,凱基UN,WW,認購售權證 1191 | 709764,凱基UP,WW,認購售權證 1192 | 709765,凱基UQ,WW,認購售權證 1193 | 709766,凱基UR,WW,認購售權證 1194 | 709767,凱基US,WW,認購售權證 1195 | 709768,P4富邦,WW,認購售權證 1196 | 709769,P5富邦,WW,認購售權證 1197 | 70976P,凱基VJ,WW,認購售權證 1198 | 709770,WM群益,WW,認購售權證 1199 | 709771,WN群益,WW,認購售權證 1200 | 709772,WP群益,WW,認購售權證 1201 | 709773,WQ群益,WW,認購售權證 1202 | 709774,WR群益,WW,認購售權證 1203 | 709775,WS群益,WW,認購售權證 1204 | 709776,WT群益,WW,認購售權證 1205 | 709777,WU群益,WW,認購售權證 1206 | 709778,WV群益,WW,認購售權證 1207 | 709779,中信PW,WW,認購售權證 1208 | 70977P,R3群益,WW,認購售權證 1209 | 709780,元大UE,WW,認購售權證 1210 | 709781,元大UF,WW,認購售權證 1211 | 709782,元大UG,WW,認購售權證 1212 | 709783,元大UH,WW,認購售權證 1213 | 709784,元大UJ,WW,認購售權證 1214 | 709785,元大UK,WW,認購售權證 1215 | 709786,元大UL,WW,認購售權證 1216 | 709787,元大UM,WW,認購售權證 1217 | 709788,元大UN,WW,認購售權證 1218 | 709789,元富RE,WW,認購售權證 1219 | 70978P,元大VJ,WW,認購售權證 1220 | 709790,元富RF,WW,認購售權證 1221 | 709791,日盛RM,WW,認購售權證 1222 | 709792,永豐XP,WW,認購售權證 1223 | 709793,永豐XQ,WW,認購售權證 1224 | 709794,永豐XR,WW,認購售權證 1225 | 709795,亞東QZ,WW,認購售權證 1226 | 709796,國票TB,WW,認購售權證 1227 | 709797,統一P8,WW,認購售權證 1228 | 709798,凱基UT,WW,認購售權證 1229 | 709799,凱基UU,WW,認購售權證 1230 | 70979P,元大VK,WW,認購售權證 1231 | 709800,凱基UV,WW,認購售權證 1232 | 709801,P6富邦,WW,認購售權證 1233 | 709802,P7富邦,WW,認購售權證 1234 | 709803,P1群益,WW,認購售權證 1235 | 709804,WX群益,WW,認購售權證 1236 | 709805,WY群益,WW,認購售權證 1237 | 709806,WZ群益,WW,認購售權證 1238 | 709807,元大UQ,WW,認購售權證 1239 | 709808,元富RG,WW,認購售權證 1240 | 709809,日盛RN,WW,認購售權證 1241 | 70980P,中信QA,WW,認購售權證 1242 | 709810,日盛RP,WW,認購售權證 1243 | 709811,永豐XS,WW,認購售權證 1244 | 709812,兆豐PH,WW,認購售權證 1245 | 709813,兆豐PJ,WW,認購售權證 1246 | 709814,國泰RJ,WW,認購售權證 1247 | 709815,凱基UW,WW,認購售權證 1248 | 709816,凱基UX,WW,認購售權證 1249 | 709817,永昌VE,WW,認購售權證 1250 | 709818,P2群益,WW,認購售權證 1251 | 709819,P3群益,WW,認購售權證 1252 | 70981P,元大VM,WW,認購售權證 1253 | 709820,P4群益,WW,認購售權證 1254 | 709821,P5群益,WW,認購售權證 1255 | 709822,P6群益,WW,認購售權證 1256 | 709823,元大UR,WW,認購售權證 1257 | 709824,元大US,WW,認購售權證 1258 | 709825,元富RH,WW,認購售權證 1259 | 709826,日盛RQ,WW,認購售權證 1260 | 709827,日盛RR,WW,認購售權證 1261 | 709828,日盛RS,WW,認購售權證 1262 | 709829,凱基UY,WW,認購售權證 1263 | 70982P,永豐YQ,WW,認購售權證 1264 | 709830,凱基UZ,WW,認購售權證 1265 | 709831,凱基VA,WW,認購售權證 1266 | 709832,P8富邦,WW,認購售權證 1267 | 709833,永昌VF,WW,認購售權證 1268 | 709834,P7群益,WW,認購售權證 1269 | 709835,P8群益,WW,認購售權證 1270 | 709836,元大UV,WW,認購售權證 1271 | 709837,元大UW,WW,認購售權證 1272 | 709838,元大UX,WW,認購售權證 1273 | 709839,元大UY,WW,認購售權證 1274 | 70983P,國票TG,WW,認購售權證 1275 | 709840,元富RJ,WW,認購售權證 1276 | 709841,元富RK,WW,認購售權證 1277 | 709842,元富RN,WW,認購售權證 1278 | 709843,日盛RT,WW,認購售權證 1279 | 709844,日盛RU,WW,認購售權證 1280 | 709845,日盛RV,WW,認購售權證 1281 | 709846,工銀S8,WW,認購售權證 1282 | 709847,永豐XT,WW,認購售權證 1283 | 709848,永豐XU,WW,認購售權證 1284 | 709849,永豐XV,WW,認購售權證 1285 | 70984P,R6群益,WW,認購售權證 1286 | 709850,永豐XW,WW,認購售權證 1287 | 709851,永豐XX,WW,認購售權證 1288 | 709852,永豐XY,WW,認購售權證 1289 | 709853,永豐XZ,WW,認購售權證 1290 | 709854,永豐YA,WW,認購售權證 1291 | 709855,永豐YB,WW,認購售權證 1292 | 709856,永豐YD,WW,認購售權證 1293 | 709857,永豐YE,WW,認購售權證 1294 | 709858,國泰RK,WW,認購售權證 1295 | 709859,國泰RL,WW,認購售權證 1296 | 70985P,R7群益,WW,認購售權證 1297 | 709860,凱基VB,WW,認購售權證 1298 | 709861,P9富邦,WW,認購售權證 1299 | 709862,永昌VG,WW,認購售權證 1300 | 709863,P9群益,WW,認購售權證 1301 | 709864,Q1群益,WW,認購售權證 1302 | 709865,Q2群益,WW,認購售權證 1303 | 709866,Q3群益,WW,認購售權證 1304 | 709867,元大UZ,WW,認購售權證 1305 | 709868,元大VA,WW,認購售權證 1306 | 709869,元大VB,WW,認購售權證 1307 | 70986P,元富RZ,WW,認購售權證 1308 | 709870,元大VC,WW,認購售權證 1309 | 709871,元大VD,WW,認購售權證 1310 | 709872,元富RP,WW,認購售權證 1311 | 709873,元富RQ,WW,認購售權證 1312 | 709874,永豐YF,WW,認購售權證 1313 | 709875,國泰RN,WW,認購售權證 1314 | 709876,國泰RP,WW,認購售權證 1315 | 709877,國泰RQ,WW,認購售權證 1316 | 709878,國票TC,WW,認購售權證 1317 | 709879,凱基VC,WW,認購售權證 1318 | 70987P,日盛SE,WW,認購售權證 1319 | 709880,凱基VD,WW,認購售權證 1320 | 709881,凱基VE,WW,認購售權證 1321 | 709882,凱基VF,WW,認購售權證 1322 | 709883,Q4群益,WW,認購售權證 1323 | 709884,Q5群益,WW,認購售權證 1324 | 709885,Q6群益,WW,認購售權證 1325 | 709886,中信PX,WW,認購售權證 1326 | 709887,中信PY,WW,認購售權證 1327 | 709888,元大VF,WW,認購售權證 1328 | 709889,元大VG,WW,認購售權證 1329 | 70988P,Q8富邦,WW,認購售權證 1330 | 709890,元大VH,WW,認購售權證 1331 | 709891,元富RR,WW,認購售權證 1332 | 709892,元富RT,WW,認購售權證 1333 | 709893,日盛RW,WW,認購售權證 1334 | 709894,日盛RX,WW,認購售權證 1335 | 709895,工銀S9,WW,認購售權證 1336 | 709896,永豐YG,WW,認購售權證 1337 | 709897,永豐YH,WW,認購售權證 1338 | 709898,永豐YI,WW,認購售權證 1339 | 709899,永豐YJ,WW,認購售權證 1340 | 70989P,元大VP,WW,認購售權證 1341 | 709900,兆豐PK,WW,認購售權證 1342 | 709901,國泰RT,WW,認購售權證 1343 | 709902,國票TD,WW,認購售權證 1344 | 709903,康和YJ,WW,認購售權證 1345 | 709904,凱基VG,WW,認購售權證 1346 | 709905,凱基VH,WW,認購售權證 1347 | 709906,Q1富邦,WW,認購售權證 1348 | 709907,Q2富邦,WW,認購售權證 1349 | 709908,Q3富邦,WW,認購售權證 1350 | 709909,Q7群益,WW,認購售權證 1351 | 70990P,元富SL,WW,認購售權證 1352 | 709910,Q8群益,WW,認購售權證 1353 | 709911,Q9群益,WW,認購售權證 1354 | 709912,R1群益,WW,認購售權證 1355 | 709913,R2群益,WW,認購售權證 1356 | 709914,大眾VS,WW,認購售權證 1357 | 709915,大眾VT,WW,認購售權證 1358 | 709916,中信PZ,WW,認購售權證 1359 | 709917,元大VL,WW,認購售權證 1360 | 709918,元富RU,WW,認購售權證 1361 | 709919,元富RV,WW,認購售權證 1362 | 70991P,國泰RY,WW,認購售權證 1363 | 709920,日盛RY,WW,認購售權證 1364 | 709921,日盛RZ,WW,認購售權證 1365 | 709922,日盛SA,WW,認購售權證 1366 | 709923,永豐YK,WW,認購售權證 1367 | 709924,永豐YL,WW,認購售權證 1368 | 709925,永豐YM,WW,認購售權證 1369 | 709926,兆豐PL,WW,認購售權證 1370 | 709927,國泰RU,WW,認購售權證 1371 | 709928,國票TE,WW,認購售權證 1372 | 709929,康和YK,WW,認購售權證 1373 | 70992P,S9群益,WW,認購售權證 1374 | 709930,凱基VK,WW,認購售權證 1375 | 709931,大眾VU,WW,認購售權證 1376 | 709932,元富RW,WW,認購售權證 1377 | 709933,元富RX,WW,認購售權證 1378 | 709934,日盛SB,WW,認購售權證 1379 | 709935,日盛SC,WW,認購售權證 1380 | 709936,永豐YN,WW,認購售權證 1381 | 709937,永豐YP,WW,認購售權證 1382 | 709938,亞東RA,WW,認購售權證 1383 | 709939,亞東RB,WW,認購售權證 1384 | 70993P,工銀T1,WW,認購售權證 1385 | 709940,國票TF,WW,認購售權證 1386 | 709941,康和YL,WW,認購售權證 1387 | 709942,統一P9,WW,認購售權證 1388 | 709943,統一Q1,WW,認購售權證 1389 | 709944,凱基VL,WW,認購售權證 1390 | 709945,凱基VM,WW,認購售權證 1391 | 709946,Q4富邦,WW,認購售權證 1392 | 709947,Q5富邦,WW,認購售權證 1393 | 709948,R4群益,WW,認購售權證 1394 | 709949,R5群益,WW,認購售權證 1395 | 70994P,兆豐PU,WW,認購售權證 1396 | 709950,R8群益,WW,認購售權證 1397 | 709951,中信QB,WW,認購售權證 1398 | 709952,元大VN,WW,認購售權證 1399 | 709953,元富RY,WW,認購售權證 1400 | 709954,元富SA,WW,認購售權證 1401 | 709955,日盛SD,WW,認購售權證 1402 | 709956,永豐YR,WW,認購售權證 1403 | 709957,兆豐PM,WW,認購售權證 1404 | 709958,兆豐PN,WW,認購售權證 1405 | 709959,亞東RC,WW,認購售權證 1406 | 70995P,元大WD,WW,認購售權證 1407 | 709960,國泰RV,WW,認購售權證 1408 | 709961,康和YM,WW,認購售權證 1409 | 709962,凱基VN,WW,認購售權證 1410 | 709963,Q6富邦,WW,認購售權證 1411 | 709964,Q7富邦,WW,認購售權證 1412 | 709965,R9群益,WW,認購售權證 1413 | 709966,S1群益,WW,認購售權證 1414 | 709967,S2群益,WW,認購售權證 1415 | 709968,S3群益,WW,認購售權證 1416 | 709969,元大VQ,WW,認購售權證 1417 | 70996P,元富SR,WW,認購售權證 1418 | 709970,元大VR,WW,認購售權證 1419 | 709971,元大VS,WW,認購售權證 1420 | 709972,元大VT,WW,認購售權證 1421 | 709973,元大VU,WW,認購售權證 1422 | 709974,元富SB,WW,認購售權證 1423 | 709975,元富SC,WW,認購售權證 1424 | 709976,元富SD,WW,認購售權證 1425 | 709977,元富SE,WW,認購售權證 1426 | 709978,元富SF,WW,認購售權證 1427 | 709979,元富SG,WW,認購售權證 1428 | 70997P,兆豐PV,WW,認購售權證 1429 | 709980,元富SH,WW,認購售權證 1430 | 709981,元富SJ,WW,認購售權證 1431 | 709982,元富SK,WW,認購售權證 1432 | 709983,永豐YS,WW,認購售權證 1433 | 709984,永豐YT,WW,認購售權證 1434 | 709985,永豐YU,WW,認購售權證 1435 | 709986,永豐YV,WW,認購售權證 1436 | 709987,永豐YW,WW,認購售權證 1437 | 709988,永豐YX,WW,認購售權證 1438 | 709989,玉山P1,WW,認購售權證 1439 | 70998P,元大WK,WW,認購售權證 1440 | 709990,兆豐PP,WW,認購售權證 1441 | 709991,兆豐PQ,WW,認購售權證 1442 | 709992,兆豐PR,WW,認購售權證 1443 | 709993,亞東RD,WW,認購售權證 1444 | 709994,國泰RW,WW,認購售權證 1445 | 709995,國泰RX,WW,認購售權證 1446 | 709996,國票TH,WW,認購售權證 1447 | 709997,康和YN,WW,認購售權證 1448 | 709998,康和YP,WW,認購售權證 1449 | 709999,統一Q2,WW,認購售權證 1450 | 70999P,國泰SF,WW,認購售權證 1451 | 710000,凱基VP,WW,認購售權證 1452 | 710001,Q9富邦,WW,認購售權證 1453 | 710002,R1富邦,WW,認購售權證 1454 | 710003,S4群益,WW,認購售權證 1455 | 710004,元大VV,WW,認購售權證 1456 | 710005,元大VW,WW,認購售權證 1457 | 710006,元大VX,WW,認購售權證 1458 | 710007,元大VY,WW,認購售權證 1459 | 710008,元富SM,WW,認購售權證 1460 | 710009,元富SN,WW,認購售權證 1461 | 71000P,凱基WE,WW,認購售權證 1462 | 710010,元富SP,WW,認購售權證 1463 | 710011,日盛SF,WW,認購售權證 1464 | 710012,永豐YY,WW,認購售權證 1465 | 710013,永豐YZ,WW,認購售權證 1466 | 710014,兆豐PS,WW,認購售權證 1467 | 710015,兆豐PT,WW,認購售權證 1468 | 710016,亞東RE,WW,認購售權證 1469 | 710017,國泰RZ,WW,認購售權證 1470 | 710018,康和YQ,WW,認購售權證 1471 | 710019,R2富邦,WW,認購售權證 1472 | 71001P,T4群益,WW,認購售權證 1473 | 710020,永昌VH,WW,認購售權證 1474 | 710021,S5群益,WW,認購售權證 1475 | 710022,S6群益,WW,認購售權證 1476 | 710023,S7群益,WW,認購售權證 1477 | 710024,S8群益,WW,認購售權證 1478 | 710025,元富SQ,WW,認購售權證 1479 | 710026,日盛SG,WW,認購售權證 1480 | 710027,日盛SH,WW,認購售權證 1481 | 710028,統一Q3,WW,認購售權證 1482 | 710029,元大VZ,WW,認購售權證 1483 | 71002P,元大WM,WW,認購售權證 1484 | 710030,元大WA,WW,認購售權證 1485 | 710031,元大WB,WW,認購售權證 1486 | 710032,元大WC,WW,認購售權證 1487 | 710033,永豐ZA,WW,認購售權證 1488 | 710034,永豐ZB,WW,認購售權證 1489 | 710035,永豐ZC,WW,認購售權證 1490 | 710036,永豐ZD,WW,認購售權證 1491 | 710037,康和YR,WW,認購售權證 1492 | 710038,T1群益,WW,認購售權證 1493 | 710039,元大WE,WW,認購售權證 1494 | 71003P,國票TJ,WW,認購售權證 1495 | 710040,元大WF,WW,認購售權證 1496 | 710041,日盛SJ,WW,認購售權證 1497 | 710042,日盛SK,WW,認購售權證 1498 | 710043,永豐ZE,WW,認購售權證 1499 | 710044,兆豐PW,WW,認購售權證 1500 | 710045,兆豐PX,WW,認購售權證 1501 | 710046,兆豐PY,WW,認購售權證 1502 | 710047,亞東RF,WW,認購售權證 1503 | 710048,國泰SA,WW,認購售權證 1504 | 710049,統一Q4,WW,認購售權證 1505 | 71004P,T6群益,WW,認購售權證 1506 | 710050,凱基VQ,WW,認購售權證 1507 | 710051,T2群益,WW,認購售權證 1508 | 710052,元大WG,WW,認購售權證 1509 | 710053,元大WH,WW,認購售權證 1510 | 710054,元大WJ,WW,認購售權證 1511 | 710055,日盛SL,WW,認購售權證 1512 | 710056,日盛SM,WW,認購售權證 1513 | 710057,日盛SN,WW,認購售權證 1514 | 710058,工銀T2,WW,認購售權證 1515 | 710059,永豐ZF,WW,認購售權證 1516 | 71005P,R7富邦,WW,認購售權證 1517 | 710060,永豐ZG,WW,認購售權證 1518 | 710061,兆豐PZ,WW,認購售權證 1519 | 710062,兆豐QA,WW,認購售權證 1520 | 710063,國泰SB,WW,認購售權證 1521 | 710064,國泰SC,WW,認購售權證 1522 | 710065,國泰SD,WW,認購售權證 1523 | 710066,康和YS,WW,認購售權證 1524 | 710067,統一Q5,WW,認購售權證 1525 | 710068,統一Q6,WW,認購售權證 1526 | 710069,凱基VR,WW,認購售權證 1527 | 71006P,T7群益,WW,認購售權證 1528 | 710070,凱基VS,WW,認購售權證 1529 | 710071,凱基VT,WW,認購售權證 1530 | 710072,凱基VU,WW,認購售權證 1531 | 710073,凱基VV,WW,認購售權證 1532 | 710074,凱基VW,WW,認購售權證 1533 | 710075,凱基VX,WW,認購售權證 1534 | 710076,凱基VY,WW,認購售權證 1535 | 710077,凱基VZ,WW,認購售權證 1536 | 710078,凱基WA,WW,認購售權證 1537 | 710079,凱基WB,WW,認購售權證 1538 | 71007P,元大WU,WW,認購售權證 1539 | 710080,中信QC,WW,認購售權證 1540 | 710081,元富SS,WW,認購售權證 1541 | 710082,元富ST,WW,認購售權證 1542 | 710083,日盛SP,WW,認購售權證 1543 | 710084,工銀T3,WW,認購售權證 1544 | 710085,工銀T4,WW,認購售權證 1545 | 710086,永豐ZH,WW,認購售權證 1546 | 710087,永豐ZI,WW,認購售權證 1547 | 710088,永豐ZJ,WW,認購售權證 1548 | 710089,永豐ZK,WW,認購售權證 1549 | 71008P,國泰SN,WW,認購售權證 1550 | 710090,國泰SE,WW,認購售權證 1551 | 710091,統一Q7,WW,認購售權證 1552 | 710092,凱基WC,WW,認購售權證 1553 | 710093,凱基WD,WW,認購售權證 1554 | 710094,T3群益,WW,認購售權證 1555 | 710095,元大WL,WW,認購售權證 1556 | 710096,元富SU,WW,認購售權證 1557 | 710097,日盛SQ,WW,認購售權證 1558 | 710098,永豐ZL,WW,認購售權證 1559 | 710099,玉山P2,WW,認購售權證 1560 | 71009P,凱基WT,WW,認購售權證 1561 | 710100,國泰SG,WW,認購售權證 1562 | 710101,康和YT,WW,認購售權證 1563 | 710102,統一Q8,WW,認購售權證 1564 | 710103,統一Q9,WW,認購售權證 1565 | 710104,統一R1,WW,認購售權證 1566 | 710105,凱基WF,WW,認購售權證 1567 | 710106,R3富邦,WW,認購售權證 1568 | 710107,日盛SR,WW,認購售權證 1569 | 710108,永豐ZM,WW,認購售權證 1570 | 710109,兆豐QB,WW,認購售權證 1571 | 71010P,日盛SX,WW,認購售權證 1572 | 710110,國泰SH,WW,認購售權證 1573 | 710111,國票TK,WW,認購售權證 1574 | 710112,康和YU,WW,認購售權證 1575 | 710113,R4富邦,WW,認購售權證 1576 | 710114,T5群益,WW,認購售權證 1577 | 710115,元大WN,WW,認購售權證 1578 | 710116,元大WP,WW,認購售權證 1579 | 710117,元大WQ,WW,認購售權證 1580 | 710118,永豐ZN,WW,認購售權證 1581 | 710119,兆豐QC,WW,認購售權證 1582 | 71011P,日盛SY,WW,認購售權證 1583 | 710120,國泰SJ,WW,認購售權證 1584 | 710121,康和YV,WW,認購售權證 1585 | 710122,凱基WG,WW,認購售權證 1586 | 710123,凱基WH,WW,認購售權證 1587 | 710124,凱基WJ,WW,認購售權證 1588 | 710125,R5富邦,WW,認購售權證 1589 | 710126,R6富邦,WW,認購售權證 1590 | 710127,元大WR,WW,認購售權證 1591 | 710128,元大WS,WW,認購售權證 1592 | 710129,元大WT,WW,認購售權證 1593 | 71012P,凱基WZ,WW,認購售權證 1594 | 710130,元富SV,WW,認購售權證 1595 | 710131,元富SW,WW,認購售權證 1596 | 710132,元富SX,WW,認購售權證 1597 | 710133,日盛SS,WW,認購售權證 1598 | 710134,永豐ZP,WW,認購售權證 1599 | 710135,永豐ZQ,WW,認購售權證 1600 | 710136,玉山P3,WW,認購售權證 1601 | 710137,玉山P4,WW,認購售權證 1602 | 710138,亞東RG,WW,認購售權證 1603 | 710139,國泰SK,WW,認購售權證 1604 | 71013P,工銀T6,WW,認購售權證 1605 | 710140,國泰SL,WW,認購售權證 1606 | 710141,統一R2,WW,認購售權證 1607 | 710142,統一R3,WW,認購售權證 1608 | 710143,凱基WK,WW,認購售權證 1609 | 710144,凱基WL,WW,認購售權證 1610 | 710145,凱基WM,WW,認購售權證 1611 | 710146,凱基WN,WW,認購售權證 1612 | 710147,凱基WP,WW,認購售權證 1613 | 710148,R8富邦,WW,認購售權證 1614 | 710149,R9富邦,WW,認購售權證 1615 | 71014P,永豐ZU,WW,認購售權證 1616 | 710150,S1富邦,WW,認購售權證 1617 | 710151,T8群益,WW,認購售權證 1618 | 710152,大眾VW,WW,認購售權證 1619 | 710153,元大WV,WW,認購售權證 1620 | 710154,元大WW,WW,認購售權證 1621 | 710155,元大WX,WW,認購售權證 1622 | 710156,元大WY,WW,認購售權證 1623 | 710157,元富SY,WW,認購售權證 1624 | 710158,元富SZ,WW,認購售權證 1625 | 710159,日盛ST,WW,認購售權證 1626 | 71015P,兆豐QH,WW,認購售權證 1627 | 710160,日盛SU,WW,認購售權證 1628 | 710161,日盛SV,WW,認購售權證 1629 | 710162,永豐ZR,WW,認購售權證 1630 | 710163,兆豐QD,WW,認購售權證 1631 | 710164,國泰SM,WW,認購售權證 1632 | 710165,統一R4,WW,認購售權證 1633 | 710166,統一R5,WW,認購售權證 1634 | 710167,統一R6,WW,認購售權證 1635 | 710168,統一R7,WW,認購售權證 1636 | 710169,統一R8,WW,認購售權證 1637 | 71016P,兆豐QJ,WW,認購售權證 1638 | 710170,凱基WQ,WW,認購售權證 1639 | 710171,凱基WR,WW,認購售權證 1640 | 710172,凱基WS,WW,認購售權證 1641 | 710173,S2富邦,WW,認購售權證 1642 | 710174,S3富邦,WW,認購售權證 1643 | 710175,S4富邦,WW,認購售權證 1644 | 710176,S5富邦,WW,認購售權證 1645 | 710177,S6富邦,WW,認購售權證 1646 | 710178,S7富邦,WW,認購售權證 1647 | 710179,元大WZ,WW,認購售權證 1648 | 71017P,兆豐QK,WW,認購售權證 1649 | 710180,日盛SW,WW,認購售權證 1650 | 710181,工銀T5,WW,認購售權證 1651 | 710182,兆豐QE,WW,認購售權證 1652 | 710183,兆豐QF,WW,認購售權證 1653 | 710184,兆豐QG,WW,認購售權證 1654 | 710185,統一R9,WW,認購售權證 1655 | 710186,統一S1,WW,認購售權證 1656 | 710187,凱基WU,WW,認購售權證 1657 | 710188,凱基WV,WW,認購售權證 1658 | 710189,凱基WW,WW,認購售權證 1659 | 71018P,統一S4,WW,認購售權證 1660 | 710190,凱基WX,WW,認購售權證 1661 | 710191,凱基WY,WW,認購售權證 1662 | 710192,凱基XA,WW,認購售權證 1663 | 710193,永昌VJ,WW,認購售權證 1664 | 710194,T9群益,WW,認購售權證 1665 | 710195,U1群益,WW,認購售權證 1666 | 710196,U2群益,WW,認購售權證 1667 | 710197,PA元大,WW,認購售權證 1668 | 710198,PB元大,WW,認購售權證 1669 | 710199,日盛SZ,WW,認購售權證 1670 | 71019P,U5群益,WW,認購售權證 1671 | 710200,日盛TA,WW,認購售權證 1672 | 710201,日盛TB,WW,認購售權證 1673 | 710202,永豐ZS,WW,認購售權證 1674 | 710203,永豐ZT,WW,認購售權證 1675 | 710204,康和YW,WW,認購售權證 1676 | 710205,統一S2,WW,認購售權證 1677 | 710206,統一S3,WW,認購售權證 1678 | 710207,S8富邦,WW,認購售權證 1679 | 710208,PC元大,WW,認購售權證 1680 | 710209,PD元大,WW,認購售權證 1681 | 71020P,永豐ZX,WW,認購售權證 1682 | 710210,日盛TC,WW,認購售權證 1683 | 710211,工銀T7,WW,認購售權證 1684 | 710212,永豐ZV,WW,認購售權證 1685 | 710213,永豐ZW,WW,認購售權證 1686 | 710214,國泰SP,WW,認購售權證 1687 | 710215,國泰SQ,WW,認購售權證 1688 | 710216,康和YX,WW,認購售權證 1689 | 710217,康和YY,WW,認購售權證 1690 | 710218,統一S5,WW,認購售權證 1691 | 710219,凱基XB,WW,認購售權證 1692 | 71021P,凱基XC,WW,認購售權證 1693 | 710220,S9富邦,WW,認購售權證 1694 | 710221,U3群益,WW,認購售權證 1695 | 710222,U4群益,WW,認購售權證 1696 | 710223,PE元大,WW,認購售權證 1697 | 710224,PF元大,WW,認購售權證 1698 | 710225,元富TA,WW,認購售權證 1699 | 710226,日盛TD,WW,認購售權證 1700 | 710227,日盛TE,WW,認購售權證 1701 | 710228,日盛TF,WW,認購售權證 1702 | 710229,永豐ZY,WW,認購售權證 1703 | 71022P,日盛TH,WW,認購售權證 1704 | 710230,永豐ZZ,WW,認購售權證 1705 | 710231,P1永豐,WW,認購售權證 1706 | 710232,P2永豐,WW,認購售權證 1707 | 710233,兆豐QL,WW,認購售權證 1708 | 710234,兆豐QM,WW,認購售權證 1709 | 710235,兆豐QN,WW,認購售權證 1710 | 710236,兆豐QP,WW,認購售權證 1711 | 710237,國泰SR,WW,認購售權證 1712 | 710238,統一S6,WW,認購售權證 1713 | 710239,統一S7,WW,認購售權證 1714 | 71023P,國票TL,WW,認購售權證 1715 | 710240,統一S8,WW,認購售權證 1716 | 710241,凱基XD,WW,認購售權證 1717 | 710242,T1富邦,WW,認購售權證 1718 | 710243,U6群益,WW,認購售權證 1719 | 710244,U7群益,WW,認購售權證 1720 | 710245,U8群益,WW,認購售權證 1721 | 710246,U9群益,WW,認購售權證 1722 | 710247,臺銀P8,WW,認購售權證 1723 | 710248,PG元大,WW,認購售權證 1724 | 710249,PH元大,WW,認購售權證 1725 | 71024P,統一T4,WW,認購售權證 1726 | 710250,PJ元大,WW,認購售權證 1727 | 710251,PK元大,WW,認購售權證 1728 | 710252,元富TB,WW,認購售權證 1729 | 710253,元富TC,WW,認購售權證 1730 | 710254,元富TD,WW,認購售權證 1731 | 710255,日盛TG,WW,認購售權證 1732 | 710256,日盛TJ,WW,認購售權證 1733 | 710257,日盛TK,WW,認購售權證 1734 | 710258,P3永豐,WW,認購售權證 1735 | 710259,P4永豐,WW,認購售權證 1736 | 71025P,凱基XH,WW,認購售權證 1737 | 710260,兆豐QQ,WW,認購售權證 1738 | 710261,兆豐QR,WW,認購售權證 1739 | 710262,亞東RH,WW,認購售權證 1740 | 710263,國泰SS,WW,認購售權證 1741 | 710264,統一S9,WW,認購售權證 1742 | 710265,統一T1,WW,認購售權證 1743 | 710266,統一T2,WW,認購售權證 1744 | 710267,統一T3,WW,認購售權證 1745 | 710268,凱基XE,WW,認購售權證 1746 | 710269,凱基XF,WW,認購售權證 1747 | 71026P,PL元大,WW,認購售權證 1748 | 710270,凱基XG,WW,認購售權證 1749 | 710271,凱基XJ,WW,認購售權證 1750 | 710272,凱基XK,WW,認購售權證 1751 | 710273,凱基XL,WW,認購售權證 1752 | 710274,T2富邦,WW,認購售權證 1753 | 710275,T3富邦,WW,認購售權證 1754 | 710276,T4富邦,WW,認購售權證 1755 | 710277,T5富邦,WW,認購售權證 1756 | 710278,T6富邦,WW,認購售權證 1757 | 710279,T7富邦,WW,認購售權證 1758 | 71027P,V5群益,WW,認購售權證 1759 | 710280,V1群益,WW,認購售權證 1760 | 710281,V2群益,WW,認購售權證 1761 | 710282,大眾VX,WW,認購售權證 1762 | 710283,PM元大,WW,認購售權證 1763 | 710284,PN元大,WW,認購售權證 1764 | 710285,元富TE,WW,認購售權證 1765 | 710286,元富TF,WW,認購售權證 1766 | 710287,元富TG,WW,認購售權證 1767 | 710288,日盛TL,WW,認購售權證 1768 | 710289,日盛TM,WW,認購售權證 1769 | 71028P,U1富邦,WW,認購售權證 1770 | 710290,P5永豐,WW,認購售權證 1771 | 710291,兆豐QS,WW,認購售權證 1772 | 710292,國泰ST,WW,認購售權證 1773 | 710293,凱基XM,WW,認購售權證 1774 | 710294,T8富邦,WW,認購售權證 1775 | 710295,永昌VK,WW,認購售權證 1776 | 710296,V3群益,WW,認購售權證 1777 | 710297,V4群益,WW,認購售權證 1778 | 710298,PP元大,WW,認購售權證 1779 | 710299,PQ元大,WW,認購售權證 1780 | 71029P,中信QD,WW,認購售權證 1781 | 710300,PR元大,WW,認購售權證 1782 | 710301,元富TH,WW,認購售權證 1783 | 710302,日盛TN,WW,認購售權證 1784 | 710303,P6永豐,WW,認購售權證 1785 | 710304,P7永豐,WW,認購售權證 1786 | 710305,P8永豐,WW,認購售權證 1787 | 710306,P9永豐,WW,認購售權證 1788 | 710307,國泰SU,WW,認購售權證 1789 | 710308,統一T5,WW,認購售權證 1790 | 710309,統一T6,WW,認購售權證 1791 | 71030P,元富TJ,WW,認購售權證 1792 | 710310,凱基XN,WW,認購售權證 1793 | 710311,T9富邦,WW,認購售權證 1794 | 710312,永昌VL,WW,認購售權證 1795 | 710313,永昌VM,WW,認購售權證 1796 | 710314,PS元大,WW,認購售權證 1797 | 710315,PT元大,WW,認購售權證 1798 | 710316,PU元大,WW,認購售權證 1799 | 710317,日盛TP,WW,認購售權證 1800 | 710318,Q1永豐,WW,認購售權證 1801 | 710319,Q2永豐,WW,認購售權證 1802 | 71031P,國泰SX,WW,認購售權證 1803 | 710320,Q3永豐,WW,認購售權證 1804 | 710321,Q4永豐,WW,認購售權證 1805 | 710322,亞東RJ,WW,認購售權證 1806 | 710323,國泰SV,WW,認購售權證 1807 | 710324,國泰SW,WW,認購售權證 1808 | 710325,統一T7,WW,認購售權證 1809 | 710326,統一T8,WW,認購售權證 1810 | 710327,凱基XP,WW,認購售權證 1811 | 710328,凱基XQ,WW,認購售權證 1812 | 710329,U2富邦,WW,認購售權證 1813 | 71032P,日盛TS,WW,認購售權證 1814 | 710330,U3富邦,WW,認購售權證 1815 | 710331,永昌VN,WW,認購售權證 1816 | 710332,V6群益,WW,認購售權證 1817 | 710333,V7群益,WW,認購售權證 1818 | 710334,PV元大,WW,認購售權證 1819 | 710335,日盛TQ,WW,認購售權證 1820 | 710336,日盛TR,WW,認購售權證 1821 | 710337,Q5永豐,WW,認購售權證 1822 | 710338,Q6永豐,WW,認購售權證 1823 | 710339,亞東RK,WW,認購售權證 1824 | 71033P,國票TR,WW,認購售權證 1825 | 710340,國泰SY,WW,認購售權證 1826 | 710341,國泰SZ,WW,認購售權證 1827 | 710342,國票TM,WW,認購售權證 1828 | 710343,國票TN,WW,認購售權證 1829 | 710344,國票TP,WW,認購售權證 1830 | 710345,國票TQ,WW,認購售權證 1831 | 710346,康和YZ,WW,認購售權證 1832 | 710347,U4富邦,WW,認購售權證 1833 | 710348,U5富邦,WW,認購售權證 1834 | 710349,U6富邦,WW,認購售權證 1835 | 71034P,W1群益,WW,認購售權證 1836 | 710350,U7富邦,WW,認購售權證 1837 | 710351,U8富邦,WW,認購售權證 1838 | 710352,V8群益,WW,認購售權證 1839 | 710353,PW元大,WW,認購售權證 1840 | 710354,PX元大,WW,認購售權證 1841 | 710355,PY元大,WW,認購售權證 1842 | 710356,Q7永豐,WW,認購售權證 1843 | 710357,Q8永豐,WW,認購售權證 1844 | 710358,Q9永豐,WW,認購售權證 1845 | 710359,R1永豐,WW,認購售權證 1846 | 71035P,康和ZA,WW,認購售權證 1847 | 710360,R2永豐,WW,認購售權證 1848 | 710361,兆豐QT,WW,認購售權證 1849 | 710362,兆豐QU,WW,認購售權證 1850 | 710363,兆豐QV,WW,認購售權證 1851 | 710364,亞東RL,WW,認購售權證 1852 | 710365,統一T9,WW,認購售權證 1853 | 710366,統一U1,WW,認購售權證 1854 | 710367,凱基XR,WW,認購售權證 1855 | 710368,U9富邦,WW,認購售權證 1856 | 710369,V1富邦,WW,認購售權證 1857 | 71036P,凱基XT,WW,認購售權證 1858 | 710370,V9群益,WW,認購售權證 1859 | 710371,日盛TT,WW,認購售權證 1860 | 710372,兆豐QW,WW,認購售權證 1861 | 710373,兆豐QX,WW,認購售權證 1862 | 710374,兆豐QY,WW,認購售權證 1863 | 710375,國泰TA,WW,認購售權證 1864 | 710376,統一U2,WW,認購售權證 1865 | 710377,凱基XS,WW,認購售權證 1866 | 710378,PZ元大,WW,認購售權證 1867 | 710379,日盛TU,WW,認購售權證 1868 | 71037P,兆豐QZ,WW,認購售權證 1869 | 710380,日盛TV,WW,認購售權證 1870 | 710381,日盛TX,WW,認購售權證 1871 | 710382,日盛TY,WW,認購售權證 1872 | 710383,日盛TZ,WW,認購售權證 1873 | 710384,日盛UA,WW,認購售權證 1874 | 710385,R3永豐,WW,認購售權證 1875 | 710386,R4永豐,WW,認購售權證 1876 | 710387,R5永豐,WW,認購售權證 1877 | 710388,亞東RM,WW,認購售權證 1878 | 710389,國票TS,WW,認購售權證 1879 | 71038P,QA元大,WW,認購售權證 1880 | 710390,日盛UB,WW,認購售權證 1881 | 710391,日盛UC,WW,認購售權證 1882 | 710392,R6永豐,WW,認購售權證 1883 | 710393,R7永豐,WW,認購售權證 1884 | 710394,R8永豐,WW,認購售權證 1885 | 710395,亞東RN,WW,認購售權證 1886 | 710396,統一U3,WW,認購售權證 1887 | 710397,統一U4,WW,認購售權證 1888 | 710398,凱基XU,WW,認購售權證 1889 | 710399,V2富邦,WW,認購售權證 1890 | 71039P,R9永豐,WW,認購售權證 1891 | 710400,永昌VP,WW,認購售權證 1892 | 710401,永昌VQ,WW,認購售權證 1893 | 710402,QB元大,WW,認購售權證 1894 | 710403,QC元大,WW,認購售權證 1895 | 710404,元富TK,WW,認購售權證 1896 | 710405,元富TL,WW,認購售權證 1897 | 710406,元富TM,WW,認購售權證 1898 | 710407,元富TN,WW,認購售權證 1899 | 710408,日盛UD,WW,認購售權證 1900 | 710409,S1永豐,WW,認購售權證 1901 | 71040P,亞東RP,WW,認購售權證 1902 | 710410,S2永豐,WW,認購售權證 1903 | 710411,S3永豐,WW,認購售權證 1904 | 710412,國泰TB,WW,認購售權證 1905 | 710413,國泰TC,WW,認購售權證 1906 | 710414,國泰TD,WW,認購售權證 1907 | 710415,國泰TE,WW,認購售權證 1908 | 710416,國票TT,WW,認購售權證 1909 | 710417,康和ZB,WW,認購售權證 1910 | 710418,統一U5,WW,認購售權證 1911 | 710419,統一U6,WW,認購售權證 1912 | 71041P,康和ZC,WW,認購售權證 1913 | 710420,統一U7,WW,認購售權證 1914 | 710421,統一U8,WW,認購售權證 1915 | 710422,凱基XW,WW,認購售權證 1916 | 710423,凱基XX,WW,認購售權證 1917 | 710424,凱基XY,WW,認購售權證 1918 | 710425,V3富邦,WW,認購售權證 1919 | 710426,中信QE,WW,認購售權證 1920 | 710427,中信QF,WW,認購售權證 1921 | 710428,QE元大,WW,認購售權證 1922 | 710429,元富TP,WW,認購售權證 1923 | 71042P,統一U9,WW,認購售權證 1924 | 710430,元富TR,WW,認購售權證 1925 | 710431,日盛UE,WW,認購售權證 1926 | 710432,日盛UF,WW,認購售權證 1927 | 710433,S4永豐,WW,認購售權證 1928 | 710434,玉山P5,WW,認購售權證 1929 | 710435,兆豐RA,WW,認購售權證 1930 | 710436,康和ZD,WW,認購售權證 1931 | 710437,T3第一,WW,認購售權證 1932 | 710438,T4第一,WW,認購售權證 1933 | 710439,統一V2,WW,認購售權證 1934 | 71043P,統一V1,WW,認購售權證 1935 | 710440,凱基YA,WW,認購售權證 1936 | 710441,凱基YB,WW,認購售權證 1937 | 710442,凱基YC,WW,認購售權證 1938 | 710443,W2群益,WW,認購售權證 1939 | 710444,QF元大,WW,認購售權證 1940 | 710445,QG元大,WW,認購售權證 1941 | 710446,元富TS,WW,認購售權證 1942 | 710447,元富TT,WW,認購售權證 1943 | 710448,S5永豐,WW,認購售權證 1944 | 710449,S6永豐,WW,認購售權證 1945 | 71044P,凱基XV,WW,認購售權證 1946 | 710450,兆豐RB,WW,認購售權證 1947 | 710451,國泰TF,WW,認購售權證 1948 | 710452,國泰TG,WW,認購售權證 1949 | 710453,國泰TH,WW,認購售權證 1950 | 710454,康和ZE,WW,認購售權證 1951 | 710455,凱基YD,WW,認購售權證 1952 | 710456,V4富邦,WW,認購售權證 1953 | 710457,V5富邦,WW,認購售權證 1954 | 710458,W4群益,WW,認購售權證 1955 | 710459,W5群益,WW,認購售權證 1956 | 71045P,QD元大,WW,認購售權證 1957 | 710460,W6群益,WW,認購售權證 1958 | 710461,QJ元大,WW,認購售權證 1959 | 710462,元富TU,WW,認購售權證 1960 | 710463,元富TV,WW,認購售權證 1961 | 710464,元富TW,WW,認購售權證 1962 | 710465,元富TX,WW,認購售權證 1963 | 710466,元富TY,WW,認購售權證 1964 | 710467,元富TZ,WW,認購售權證 1965 | 710468,元富UA,WW,認購售權證 1966 | 710469,日盛UH,WW,認購售權證 1967 | 71046P,元富TQ,WW,認購售權證 1968 | 710470,S7永豐,WW,認購售權證 1969 | 710471,兆豐RC,WW,認購售權證 1970 | 710472,T5第一,WW,認購售權證 1971 | 710473,統一V3,WW,認購售權證 1972 | 710474,凱基YE,WW,認購售權證 1973 | 710475,永昌VR,WW,認購售權證 1974 | 710476,QL元大,WW,認購售權證 1975 | 710477,QM元大,WW,認購售權證 1976 | 710478,QN元大,WW,認購售權證 1977 | 710479,QP元大,WW,認購售權證 1978 | 71047P,凱基XZ,WW,認購售權證 1979 | 710480,玉山P6,WW,認購售權證 1980 | 710481,國泰TK,WW,認購售權證 1981 | 710482,康和ZF,WW,認購售權證 1982 | 710483,T6第一,WW,認購售權證 1983 | 710484,統一V4,WW,認購售權證 1984 | 710485,統一V5,WW,認購售權證 1985 | 710486,凱基YF,WW,認購售權證 1986 | 710487,V6富邦,WW,認購售權證 1987 | 710488,W7群益,WW,認購售權證 1988 | 710489,W8群益,WW,認購售權證 1989 | 71048P,W3群益,WW,認購售權證 1990 | 710490,QQ元大,WW,認購售權證 1991 | 710491,元富UF,WW,認購售權證 1992 | 710492,元富UG,WW,認購售權證 1993 | 710493,元富UH,WW,認購售權證 1994 | 710494,元富UJ,WW,認購售權證 1995 | 710495,元富UK,WW,認購售權證 1996 | 710496,S9永豐,WW,認購售權證 1997 | 710497,T1永豐,WW,認購售權證 1998 | 710498,兆豐RE,WW,認購售權證 1999 | 710499,兆豐RF,WW,認購售權證 2000 | 71049P,QH元大,WW,認購售權證 2001 | 710500,國泰TM,WW,認購售權證 2002 | 710501,國泰TN,WW,認購售權證 2003 | 710502,T7第一,WW,認購售權證 2004 | 710503,統一V6,WW,認購售權證 2005 | 710504,凱基YG,WW,認購售權證 2006 | 710505,凱基YH,WW,認購售權證 2007 | 710506,V7富邦,WW,認購售權證 2008 | 710507,V8富邦,WW,認購售權證 2009 | 710508,元富UM,WW,認購售權證 2010 | 710509,元富UN,WW,認購售權證 2011 | 71050P,日盛UG,WW,認購售權證 2012 | 710510,元富UR,WW,認購售權證 2013 | 710511,日盛UK,WW,認購售權證 2014 | 710512,日盛UL,WW,認購售權證 2015 | 710513,日盛UM,WW,認購售權證 2016 | 710514,T2永豐,WW,認購售權證 2017 | 710515,T3永豐,WW,認購售權證 2018 | 710516,T4永豐,WW,認購售權證 2019 | 710517,T5永豐,WW,認購售權證 2020 | 710518,T6永豐,WW,認購售權證 2021 | 710519,兆豐RG,WW,認購售權證 2022 | 71051P,QK元大,WW,認購售權證 2023 | 710520,亞東RQ,WW,認購售權證 2024 | 710521,國泰TP,WW,認購售權證 2025 | 710522,T8第一,WW,認購售權證 2026 | 710523,T9第一,WW,認購售權證 2027 | 710524,統一V7,WW,認購售權證 2028 | 710525,統一V8,WW,認購售權證 2029 | 710526,統一V9,WW,認購售權證 2030 | 710527,統一W1,WW,認購售權證 2031 | 710528,凱基YJ,WW,認購售權證 2032 | 710529,凱基YK,WW,認購售權證 2033 | 71052P,元富UB,WW,認購售權證 2034 | 710530,凱基YL,WW,認購售權證 2035 | 710531,V9富邦,WW,認購售權證 2036 | 710532,W1富邦,WW,認購售權證 2037 | 710533,永昌VS,WW,認購售權證 2038 | 710534,永昌VT,WW,認購售權證 2039 | 710535,QS元大,WW,認購售權證 2040 | 710536,QT元大,WW,認購售權證 2041 | 710537,元富US,WW,認購售權證 2042 | 710538,元富UT,WW,認購售權證 2043 | 710539,日盛UN,WW,認購售權證 2044 | 71053P,元富UC,WW,認購售權證 2045 | 710540,T7永豐,WW,認購售權證 2046 | 710541,T8永豐,WW,認購售權證 2047 | 710542,兆豐RH,WW,認購售權證 2048 | 710543,U1第一,WW,認購售權證 2049 | 710544,統一W2,WW,認購售權證 2050 | 710545,統一W3,WW,認購售權證 2051 | 710546,統一W4,WW,認購售權證 2052 | 710547,W2富邦,WW,認購售權證 2053 | 710548,W3富邦,WW,認購售權證 2054 | 710549,永昌VU,WW,認購售權證 2055 | 71054P,兆豐RD,WW,認購售權證 2056 | 710550,QU元大,WW,認購售權證 2057 | 710551,元富UV,WW,認購售權證 2058 | 710552,元富UW,WW,認購售權證 2059 | 710553,元富UX,WW,認購售權證 2060 | 710554,元富UY,WW,認購售權證 2061 | 710555,日盛UP,WW,認購售權證 2062 | 710556,日盛UQ,WW,認購售權證 2063 | 710557,T9永豐,WW,認購售權證 2064 | 710558,U1永豐,WW,認購售權證 2065 | 710559,兆豐RJ,WW,認購售權證 2066 | 71055P,元富UD,WW,認購售權證 2067 | 710560,兆豐RK,WW,認購售權證 2068 | 710561,兆豐RL,WW,認購售權證 2069 | 710562,U2第一,WW,認購售權證 2070 | 710563,U3第一,WW,認購售權證 2071 | 710564,凱基YM,WW,認購售權證 2072 | 710565,凱基YN,WW,認購售權證 2073 | 710566,凱基YP,WW,認購售權證 2074 | 710567,凱基YQ,WW,認購售權證 2075 | 710568,凱基YR,WW,認購售權證 2076 | 710569,凱基YS,WW,認購售權證 2077 | 71056P,元富UE,WW,認購售權證 2078 | 710570,群益PB,WW,認購售權證 2079 | 710571,中信QG,WW,認購售權證 2080 | 710572,QW元大,WW,認購售權證 2081 | 710573,日盛UR,WW,認購售權證 2082 | 710574,日盛US,WW,認購售權證 2083 | 710575,U2永豐,WW,認購售權證 2084 | 710576,U3永豐,WW,認購售權證 2085 | 710577,U4永豐,WW,認購售權證 2086 | 710578,U5永豐,WW,認購售權證 2087 | 710579,玉山P7,WW,認購售權證 2088 | 71057P,S8永豐,WW,認購售權證 2089 | 710580,兆豐RM,WW,認購售權證 2090 | 710581,國泰TR,WW,認購售權證 2091 | 710582,統一W5,WW,認購售權證 2092 | 710583,凱基YT,WW,認購售權證 2093 | 710584,群益PD,WW,認購售權證 2094 | 710585,群益PE,WW,認購售權證 2095 | 710586,群益PF,WW,認購售權證 2096 | 710587,QX元大,WW,認購售權證 2097 | 710588,元富UZ,WW,認購售權證 2098 | 710589,元富VA,WW,認購售權證 2099 | 71058P,國泰TJ,WW,認購售權證 2100 | 710590,元富VB,WW,認購售權證 2101 | 710591,日盛UT,WW,認購售權證 2102 | 710592,U6永豐,WW,認購售權證 2103 | 710593,U7永豐,WW,認購售權證 2104 | 710594,U8永豐,WW,認購售權證 2105 | 710595,U9永豐,WW,認購售權證 2106 | 710596,V1永豐,WW,認購售權證 2107 | 710597,V2永豐,WW,認購售權證 2108 | 710598,兆豐RN,WW,認購售權證 2109 | 710599,亞東RR,WW,認購售權證 2110 | 71059P,QR元大,WW,認購售權證 2111 | 710600,統一W6,WW,認購售權證 2112 | 710601,凱基YV,WW,認購售權證 2113 | 710602,群益PG,WW,認購售權證 2114 | 710603,群益PH,WW,認購售權證 2115 | 710604,群益PJ,WW,認購售權證 2116 | 710605,群益PK,WW,認購售權證 2117 | 710606,群益PM,WW,認購售權證 2118 | 710607,群益PP,WW,認購售權證 2119 | 710608,中信QH,WW,認購售權證 2120 | 710609,QZ元大,WW,認購售權證 2121 | 71060P,日盛UJ,WW,認購售權證 2122 | 710610,RA元大,WW,認購售權證 2123 | 710611,元富VD,WW,認購售權證 2124 | 710612,V3永豐,WW,認購售權證 2125 | 710613,V4永豐,WW,認購售權證 2126 | 710614,兆豐RP,WW,認購售權證 2127 | 710615,統一W7,WW,認購售權證 2128 | 710616,凱基YW,WW,認購售權證 2129 | 710617,W4富邦,WW,認購售權證 2130 | 710618,RB元大,WW,認購售權證 2131 | 710619,日盛UU,WW,認購售權證 2132 | 71061P,國泰TL,WW,認購售權證 2133 | 710620,V5永豐,WW,認購售權證 2134 | 710621,V6永豐,WW,認購售權證 2135 | 710622,V7永豐,WW,認購售權證 2136 | 710623,V8永豐,WW,認購售權證 2137 | 710624,V9永豐,WW,認購售權證 2138 | 710625,國泰TS,WW,認購售權證 2139 | 710626,國泰TT,WW,認購售權證 2140 | 710627,群益PQ,WW,認購售權證 2141 | 710628,群益PR,WW,認購售權證 2142 | 710629,群益PS,WW,認購售權證 2143 | 71062P,國票TU,WW,認購售權證 2144 | 710630,RD元大,WW,認購售權證 2145 | 710631,RE元大,WW,認購售權證 2146 | 710632,元富VE,WW,認購售權證 2147 | 710633,元富VF,WW,認購售權證 2148 | 710634,日盛UW,WW,認購售權證 2149 | 710635,日盛UX,WW,認購售權證 2150 | 710636,W1永豐,WW,認購售權證 2151 | 710637,兆豐RQ,WW,認購售權證 2152 | 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2330 | 71079P,國泰TU,WW,認購售權證 2331 | 710800,凱基ZM,WW,認購售權證 2332 | 710801,凱基ZN,WW,認購售權證 2333 | 710802,SJ元大,WW,認購售權證 2334 | 710803,SK元大,WW,認購售權證 2335 | 710804,SL元大,WW,認購售權證 2336 | 710805,SM元大,WW,認購售權證 2337 | 710806,元富WC,WW,認購售權證 2338 | 710807,日盛VY,WW,認購售權證 2339 | 710808,日盛VZ,WW,認購售權證 2340 | 710809,日盛WA,WW,認購售權證 2341 | 71080P,RG元大,WW,認購售權證 2342 | 710810,日盛WB,WW,認購售權證 2343 | 710811,X9永豐,WW,認購售權證 2344 | 710812,Y1永豐,WW,認購售權證 2345 | 710813,兆豐RY,WW,認購售權證 2346 | 710814,國泰TI,WW,認購售權證 2347 | 710815,國票UE,WW,認購售權證 2348 | 710816,康和ZK,WW,認購售權證 2349 | 710817,康和ZL,WW,認購售權證 2350 | 710818,康和ZM,WW,認購售權證 2351 | 710819,統一Y4,WW,認購售權證 2352 | 71081P,W7富邦,WW,認購售權證 2353 | 710820,統一Y5,WW,認購售權證 2354 | 710821,凱基ZP,WW,認購售權證 2355 | 710822,凱基ZQ,WW,認購售權證 2356 | 710823,PD富邦,WW,認購售權證 2357 | 710824,大眾VY,WW,認購售權證 2358 | 710825,中信QN,WW,認購售權證 2359 | 710826,中信QP,WW,認購售權證 2360 | 710827,SP元大,WW,認購售權證 2361 | 710828,SQ元大,WW,認購售權證 2362 | 710829,SR元大,WW,認購售權證 2363 | 71082P,元富VJ,WW,認購售權證 2364 | 710830,SS元大,WW,認購售權證 2365 | 710831,ST元大,WW,認購售權證 2366 | 710832,SU元大,WW,認購售權證 2367 | 710833,SV元大,WW,認購售權證 2368 | 710834,元富WE,WW,認購售權證 2369 | 710835,元富WF,WW,認購售權證 2370 | 710836,元富WG,WW,認購售權證 2371 | 710837,Y2永豐,WW,認購售權證 2372 | 710838,Y3永豐,WW,認購售權證 2373 | 710839,玉山Q2,WW,認購售權證 2374 | 71083P,兆豐RT,WW,認購售權證 2375 | 710840,V2第一,WW,認購售權證 2376 | 710841,凱基ZS,WW,認購售權證 2377 | 710842,凱基ZT,WW,認購售權證 2378 | 710843,群益QK,WW,認購售權證 2379 | 710844,群益QL,WW,認購售權證 2380 | 710845,SW元大,WW,認購售權證 2381 | 710846,SX元大,WW,認購售權證 2382 | 710847,SY元大,WW,認購售權證 2383 | 710848,SZ元大,WW,認購售權證 2384 | 710849,TA元大,WW,認購售權證 2385 | 71084P,亞東RT,WW,認購售權證 2386 | 710850,TB元大,WW,認購售權證 2387 | 710851,TC元大,WW,認購售權證 2388 | 710852,TD元大,WW,認購售權證 2389 | 710853,TE元大,WW,認購售權證 2390 | 710854,元富WH,WW,認購售權證 2391 | 710855,Y4永豐,WW,認購售權證 2392 | 710856,Y5永豐,WW,認購售權證 2393 | 710857,國泰UI,WW,認購售權證 2394 | 710858,國票UF,WW,認購售權證 2395 | 710859,國票UG,WW,認購售權證 2396 | 71085P,凱基ZB,WW,認購售權證 2397 | 710860,永昌WD,WW,認購售權證 2398 | 710861,永昌WE,WW,認購售權證 2399 | 710862,群益QM,WW,認購售權證 2400 | 710863,TF元大,WW,認購售權證 2401 | 710864,TG元大,WW,認購售權證 2402 | 710865,TH元大,WW,認購售權證 2403 | 710866,TJ元大,WW,認購售權證 2404 | 710867,元富WK,WW,認購售權證 2405 | 710868,日盛WD,WW,認購售權證 2406 | 710869,日盛WE,WW,認購售權證 2407 | 71086P,PA富邦,WW,認購售權證 2408 | 710870,Y6永豐,WW,認購售權證 2409 | 710871,Y7永豐,WW,認購售權證 2410 | 710872,國票UH,WW,認購售權證 2411 | 710873,凱基ZU,WW,認購售權證 2412 | 710874,凱基ZV,WW,認購售權證 2413 | 710875,PE富邦,WW,認購售權證 2414 | 710876,群益QN,WW,認購售權證 2415 | 710877,TM元大,WW,認購售權證 2416 | 710878,TN元大,WW,認購售權證 2417 | 710879,TP元大,WW,認購售權證 2418 | 71087P,RK元大,WW,認購售權證 2419 | 710880,TQ元大,WW,認購售權證 2420 | 710881,TR元大,WW,認購售權證 2421 | 710882,元富WL,WW,認購售權證 2422 | 710883,元富WM,WW,認購售權證 2423 | 710884,日盛WH,WW,認購售權證 2424 | 710885,Y8永豐,WW,認購售權證 2425 | 710886,Y9永豐,WW,認購售權證 2426 | 710887,Z1永豐,WW,認購售權證 2427 | 710888,兆豐RZ,WW,認購售權證 2428 | 710889,國泰VI,WW,認購售權證 2429 | 71088P,日盛VH,WW,認購售權證 2430 | 710890,V3第一,WW,認購售權證 2431 | 710891,凱基ZW,WW,認購售權證 2432 | 710892,PF富邦,WW,認購售權證 2433 | 710893,PG富邦,WW,認購售權證 2434 | 710894,群益QP,WW,認購售權證 2435 | 710895,群益QQ,WW,認購售權證 2436 | 710896,群益QR,WW,認購售權證 2437 | 710897,TS元大,WW,認購售權證 2438 | 710898,TT元大,WW,認購售權證 2439 | 710899,TU元大,WW,認購售權證 2440 | 71089P,PC富邦,WW,認購售權證 2441 | 710900,TV元大,WW,認購售權證 2442 | 710901,TW元大,WW,認購售權證 2443 | 710902,TX元大,WW,認購售權證 2444 | 710903,TY元大,WW,認購售權證 2445 | 710904,TZ元大,WW,認購售權證 2446 | 710905,日盛WJ,WW,認購售權證 2447 | 710906,日盛WL,WW,認購售權證 2448 | 710907,日盛WM,WW,認購售權證 2449 | 710908,Z2永豐,WW,認購售權證 2450 | 710909,兆豐SA,WW,認購售權證 2451 | 71090P,元富VQ,WW,認購售權證 2452 | 710910,國票UJ,WW,認購售權證 2453 | 710911,國票UK,WW,認購售權證 2454 | 710912,統一Y6,WW,認購售權證 2455 | 710913,統一Y7,WW,認購售權證 2456 | 710914,凱基ZX,WW,認購售權證 2457 | 710915,PH富邦,WW,認購售權證 2458 | 710916,群益QS,WW,認購售權證 2459 | 710917,大眾VZ,WW,認購售權證 2460 | 710918,大眾WA,WW,認購售權證 2461 | 710919,中信QQ,WW,認購售權證 2462 | 71091P,元富VR,WW,認購售權證 2463 | 710920,中信QR,WW,認購售權證 2464 | 710921,UB元大,WW,認購售權證 2465 | 710922,UC元大,WW,認購售權證 2466 | 710923,UD元大,WW,認購售權證 2467 | 710924,UE元大,WW,認購售權證 2468 | 710925,UF元大,WW,認購售權證 2469 | 710926,UG元大,WW,認購售權證 2470 | 710927,UH元大,WW,認購售權證 2471 | 710928,UJ元大,WW,認購售權證 2472 | 710929,UK元大,WW,認購售權證 2473 | 71092P,康和ZG,WW,認購售權證 2474 | 710930,UL元大,WW,認購售權證 2475 | 710931,UM元大,WW,認購售權證 2476 | 710932,UN元大,WW,認購售權證 2477 | 710933,UP元大,WW,認購售權證 2478 | 710934,UQ元大,WW,認購售權證 2479 | 710935,UR元大,WW,認購售權證 2480 | 710936,US元大,WW,認購售權證 2481 | 710937,UT元大,WW,認購售權證 2482 | 710938,UU元大,WW,認購售權證 2483 | 710939,UV元大,WW,認購售權證 2484 | 71093P,群益QC,WW,認購售權證 2485 | 710940,UW元大,WW,認購售權證 2486 | 710941,UX元大,WW,認購售權證 2487 | 710942,UY元大,WW,認購售權證 2488 | 710943,UZ元大,WW,認購售權證 2489 | 710944,VA元大,WW,認購售權證 2490 | 710945,日盛P1,WW,認購售權證 2491 | 710946,日盛WN,WW,認購售權證 2492 | 710947,日盛WP,WW,認購售權證 2493 | 710948,日盛WQ,WW,認購售權證 2494 | 710949,日盛WR,WW,認購售權證 2495 | 71094P,RW元大,WW,認購售權證 2496 | 710950,日盛WS,WW,認購售權證 2497 | 710951,日盛WT,WW,認購售權證 2498 | 710952,日盛WU,WW,認購售權證 2499 | 710953,日盛WV,WW,認購售權證 2500 | 710954,日盛WW,WW,認購售權證 2501 | 710955,日盛WX,WW,認購售權證 2502 | 710956,日盛WY,WW,認購售權證 2503 | 710957,工銀U1,WW,認購售權證 2504 | 710958,工銀U2,WW,認購售權證 2505 | 710959,PA永豐,WW,認購售權證 2506 | 71095P,凱基ZH,WW,認購售權證 2507 | 710960,PB永豐,WW,認購售權證 2508 | 710961,PC永豐,WW,認購售權證 2509 | 710962,PD永豐,WW,認購售權證 2510 | 710963,PE永豐,WW,認購售權證 2511 | 710964,PF永豐,WW,認購售權證 2512 | 710965,PG永豐,WW,認購售權證 2513 | 710966,PH永豐,WW,認購售權證 2514 | 710967,Z3永豐,WW,認購售權證 2515 | 710968,Z4永豐,WW,認購售權證 2516 | 710969,Z5永豐,WW,認購售權證 2517 | 71096P,RX元大,WW,認購售權證 2518 | 710970,Z6永豐,WW,認購售權證 2519 | 710971,Z7永豐,WW,認購售權證 2520 | 710972,Z8永豐,WW,認購售權證 2521 | 710973,Z9永豐,WW,認購售權證 2522 | 710974,玉山Q3,WW,認購售權證 2523 | 710975,兆豐SB,WW,認購售權證 2524 | 710976,兆豐SC,WW,認購售權證 2525 | 710977,兆豐SD,WW,認購售權證 2526 | 710978,兆豐SE,WW,認購售權證 2527 | 710979,兆豐SF,WW,認購售權證 2528 | 71097P,RY元大,WW,認購售權證 2529 | 710980,兆豐SG,WW,認購售權證 2530 | 710981,兆豐SH,WW,認購售權證 2531 | 710982,國泰TY,WW,認購售權證 2532 | 710983,國泰TZ,WW,認購售權證 2533 | 710984,國泰UA,WW,認購售權證 2534 | 710985,國泰UB,WW,認購售權證 2535 | 710986,國泰UC,WW,認購售權證 2536 | 710987,國票UM,WW,認購售權證 2537 | 710988,國票UN,WW,認購售權證 2538 | 710989,國票UP,WW,認購售權證 2539 | 71098P,元富VW,WW,認購售權證 2540 | 710990,國票UQ,WW,認購售權證 2541 | 710991,V4第一,WW,認購售權證 2542 | 710992,V5第一,WW,認購售權證 2543 | 710993,V6第一,WW,認購售權證 2544 | 710994,統一Y8,WW,認購售權證 2545 | 710995,統一Y9,WW,認購售權證 2546 | 710996,統一Z1,WW,認購售權證 2547 | 710997,統一Z2,WW,認購售權證 2548 | 710998,統一Z3,WW,認購售權證 2549 | 710999,統一Z4,WW,認購售權證 2550 | 71099P,日盛VV,WW,認購售權證 2551 | 711000,統一Z5,WW,認購售權證 2552 | 711001,凱基P1,WW,認購售權證 2553 | 711002,凱基P2,WW,認購售權證 2554 | 711003,凱基P3,WW,認購售權證 2555 | 711004,凱基P4,WW,認購售權證 2556 | 711005,凱基P5,WW,認購售權證 2557 | 711006,凱基P6,WW,認購售權證 2558 | 711007,凱基P7,WW,認購售權證 2559 | 711008,凱基P8,WW,認購售權證 2560 | 711009,凱基P9,WW,認購售權證 2561 | 71100P,國泰RI,WW,認購售權證 2562 | 711010,凱基Q1,WW,認購售權證 2563 | 711011,凱基ZY,WW,認購售權證 2564 | 711012,凱基ZZ,WW,認購售權證 2565 | 711013,群益QT,WW,認購售權證 2566 | 711014,群益QU,WW,認購售權證 2567 | 711015,群益QV,WW,認購售權證 2568 | 711016,PJ富邦,WW,認購售權證 2569 | 711017,PK富邦,WW,認購售權證 2570 | 711018,PL富邦,WW,認購售權證 2571 | 711019,PM富邦,WW,認購售權證 2572 | 71101P,凱基ZL,WW,認購售權證 2573 | 711020,PP富邦,WW,認購售權證 2574 | 711021,PQ富邦,WW,認購售權證 2575 | 711022,PR富邦,WW,認購售權證 2576 | 711023,PS富邦,WW,認購售權證 2577 | 711024,PT富邦,WW,認購售權證 2578 | 711025,PU富邦,WW,認購售權證 2579 | 711026,PV富邦,WW,認購售權證 2580 | 711027,PW富邦,WW,認購售權證 2581 | 711028,元富WR,WW,認購售權證 2582 | 711029,元富WS,WW,認購售權證 2583 | 71102P,SH元大,WW,認購售權證 2584 | 711030,元富WT,WW,認購售權證 2585 | 711031,元富WU,WW,認購售權證 2586 | 711032,元富WV,WW,認購售權證 2587 | 711033,元富WW,WW,認購售權證 2588 | 711034,元富WX,WW,認購售權證 2589 | 711035,元富WY,WW,認購售權證 2590 | 711036,元富WZ,WW,認購售權證 2591 | 711037,元富XA,WW,認購售權證 2592 | 711038,元富XB,WW,認購售權證 2593 | 711039,元富XC,WW,認購售權證 2594 | 71103P,元富WB,WW,認購售權證 2595 | 711040,元富XD,WW,認購售權證 2596 | 711041,元富XE,WW,認購售權證 2597 | 711042,元富XF,WW,認購售權證 2598 | 711043,元富XG,WW,認購售權證 2599 | 711044,元富XH,WW,認購售權證 2600 | 711045,中信QS,WW,認購售權證 2601 | 711046,中信QT,WW,認購售權證 2602 | 711047,VD元大,WW,認購售權證 2603 | 711048,VE元大,WW,認購售權證 2604 | 711049,VF元大,WW,認購售權證 2605 | 71104P,日盛WC,WW,認購售權證 2606 | 711050,VG元大,WW,認購售權證 2607 | 711051,VH元大,WW,認購售權證 2608 | 711052,VJ元大,WW,認購售權證 2609 | 711053,VK元大,WW,認購售權證 2610 | 711054,VL元大,WW,認購售權證 2611 | 711055,VM元大,WW,認購售權證 2612 | 711056,VN元大,WW,認購售權證 2613 | 711057,VP元大,WW,認購售權證 2614 | 711058,VQ元大,WW,認購售權證 2615 | 711059,VR元大,WW,認購售權證 2616 | 71105P,國泰SI,WW,認購售權證 2617 | 711060,VS元大,WW,認購售權證 2618 | 711061,VT元大,WW,認購售權證 2619 | 711062,VU元大,WW,認購售權證 2620 | 711063,VV元大,WW,認購售權證 2621 | 711064,VW元大,WW,認購售權證 2622 | 711065,元富XJ,WW,認購售權證 2623 | 711066,元富XK,WW,認購售權證 2624 | 711067,元富XL,WW,認購售權證 2625 | 711068,元富XM,WW,認購售權證 2626 | 711069,元富XN,WW,認購售權證 2627 | 71106P,國票UD,WW,認購售權證 2628 | 711070,日盛P2,WW,認購售權證 2629 | 711071,日盛P3,WW,認購售權證 2630 | 711072,PI永豐,WW,認購售權證 2631 | 711073,PJ永豐,WW,認購售權證 2632 | 711074,PK永豐,WW,認購售權證 2633 | 711075,PL永豐,WW,認購售權證 2634 | 711076,PM永豐,WW,認購售權證 2635 | 711077,PN永豐,WW,認購售權證 2636 | 711078,PP永豐,WW,認購售權證 2637 | 711079,PQ永豐,WW,認購售權證 2638 | 71107P,康和ZN,WW,認購售權證 2639 | 711080,PR永豐,WW,認購售權證 2640 | 711081,PS永豐,WW,認購售權證 2641 | 711082,PT永豐,WW,認購售權證 2642 | 711083,PU永豐,WW,認購售權證 2643 | 711084,兆豐SJ,WW,認購售權證 2644 | 711085,國泰UD,WW,認購售權證 2645 | 711086,國泰UE,WW,認購售權證 2646 | 711087,國泰UF,WW,認購售權證 2647 | 711088,國票UR,WW,認購售權證 2648 | 711089,國票US,WW,認購售權證 2649 | 71108P,凱基ZR,WW,認購售權證 2650 | 711090,V7第一,WW,認購售權證 2651 | 711091,統一Z6,WW,認購售權證 2652 | 711092,統一Z7,WW,認購售權證 2653 | 711093,統一Z8,WW,認購售權證 2654 | 711094,凱基Q3,WW,認購售權證 2655 | 711095,凱基Q4,WW,認購售權證 2656 | 711096,凱基Q5,WW,認購售權證 2657 | 711097,凱基Q6,WW,認購售權證 2658 | 711098,凱基Q7,WW,認購售權證 2659 | 711099,凱基Q8,WW,認購售權證 2660 | 71109P,SN元大,WW,認購售權證 2661 | 711100,PX富邦,WW,認購售權證 2662 | 711101,PY富邦,WW,認購售權證 2663 | 711102,PZ富邦,WW,認購售權證 2664 | 711103,永昌WF,WW,認購售權證 2665 | 711104,永昌WG,WW,認購售權證 2666 | 711105,永昌WH,WW,認購售權證 2667 | 711106,群益QX,WW,認購售權證 2668 | 711107,群益QY,WW,認購售權證 2669 | 711108,群益QZ,WW,認購售權證 2670 | 711109,群益RA,WW,認購售權證 2671 | 71110P,元富WD,WW,認購售權證 2672 | 711110,群益RB,WW,認購售權證 2673 | 711111,群益RC,WW,認購售權證 2674 | 711112,群益RD,WW,認購售權證 2675 | 711113,群益RE,WW,認購售權證 2676 | 711114,群益RF,WW,認購售權證 2677 | 711115,康和ZQ,WW,認購售權證 2678 | 711116,康和ZR,WW,認購售權證 2679 | 711117,康和ZS,WW,認購售權證 2680 | 711118,康和ZT,WW,認購售權證 2681 | 711119,康和ZU,WW,認購售權證 2682 | 71111P,元富WJ,WW,認購售權證 2683 | 711120,康和ZV,WW,認購售權證 2684 | 711121,康和ZW,WW,認購售權證 2685 | 711122,康和ZX,WW,認購售權證 2686 | 711123,WA元大,WW,認購售權證 2687 | 711124,WB元大,WW,認購售權證 2688 | 711125,WC元大,WW,認購售權證 2689 | 711126,元富XP,WW,認購售權證 2690 | 711127,日盛P4,WW,認購售權證 2691 | 711128,日盛P5,WW,認購售權證 2692 | 711129,PV永豐,WW,認購售權證 2693 | 71112P,TK元大,WW,認購售權證 2694 | 711130,PW永豐,WW,認購售權證 2695 | 711131,PX永豐,WW,認購售權證 2696 | 711132,PY永豐,WW,認購售權證 2697 | 711133,QB永豐,WW,認購售權證 2698 | 711134,兆豐SK,WW,認購售權證 2699 | 711135,V8第一,WW,認購售權證 2700 | 711136,統一Z9,WW,認購售權證 2701 | 711137,統一PA,WW,認購售權證 2702 | 711138,統一PB,WW,認購售權證 2703 | 711139,凱基Q9,WW,認購售權證 2704 | 71113P,TL元大,WW,認購售權證 2705 | 711140,凱基R1,WW,認購售權證 2706 | 711141,凱基R2,WW,認購售權證 2707 | 711142,凱基R4,WW,認購售權證 2708 | 711143,凱基R5,WW,認購售權證 2709 | 711144,QA富邦,WW,認購售權證 2710 | 711145,QB富邦,WW,認購售權證 2711 | 711146,QC富邦,WW,認購售權證 2712 | 711147,永昌WJ,WW,認購售權證 2713 | 711148,群益RG,WW,認購售權證 2714 | 711149,群益RH,WW,認購售權證 2715 | 71114P,元富WN,WW,認購售權證 2716 | 711150,群益RJ,WW,認購售權證 2717 | 711151,群益RK,WW,認購售權證 2718 | 711152,群益RM,WW,認購售權證 2719 | 711153,群益RN,WW,認購售權證 2720 | 711154,群益RP,WW,認購售權證 2721 | 711155,中信QV,WW,認購售權證 2722 | 711156,WF元大,WW,認購售權證 2723 | 711157,WG元大,WW,認購售權證 2724 | 711158,WH元大,WW,認購售權證 2725 | 711159,WJ元大,WW,認購售權證 2726 | 71115P,元富WP,WW,認購售權證 2727 | 711160,元富XR,WW,認購售權證 2728 | 711161,元富XS,WW,認購售權證 2729 | 711162,元富XT,WW,認購售權證 2730 | 711163,元富XU,WW,認購售權證 2731 | 711164,日盛P6,WW,認購售權證 2732 | 711165,QC永豐,WW,認購售權證 2733 | 711166,QD永豐,WW,認購售權證 2734 | 711167,兆豐SL,WW,認購售權證 2735 | 711168,兆豐SM,WW,認購售權證 2736 | 711169,國泰UG,WW,認購售權證 2737 | 71116P,日盛WF,WW,認購售權證 2738 | 711170,康和ZY,WW,認購售權證 2739 | 711171,康和ZZ,WW,認購售權證 2740 | 711172,V9第一,WW,認購售權證 2741 | 711173,統一PC,WW,認購售權證 2742 | 711174,凱基R6,WW,認購售權證 2743 | 711175,凱基R7,WW,認購售權證 2744 | 711176,凱基R8,WW,認購售權證 2745 | 711177,凱基R9,WW,認購售權證 2746 | 711178,凱基S1,WW,認購售權證 2747 | 711179,凱基S2,WW,認購售權證 2748 | 71117P,康和ZP,WW,認購售權證 2749 | 711180,QD富邦,WW,認購售權證 2750 | 711181,QE富邦,WW,認購售權證 2751 | 711182,群益RQ,WW,認購售權證 2752 | 711183,WM元大,WW,認購售權證 2753 | 711184,WN元大,WW,認購售權證 2754 | 711185,WP元大,WW,認購售權證 2755 | 711186,WQ元大,WW,認購售權證 2756 | 711187,WR元大,WW,認購售權證 2757 | 711188,WS元大,WW,認購售權證 2758 | 711189,WT元大,WW,認購售權證 2759 | 71118P,UA元大,WW,認購售權證 2760 | 711190,WU元大,WW,認購售權證 2761 | 711191,WV元大,WW,認購售權證 2762 | 711192,元富XV,WW,認購售權證 2763 | 711193,元富XW,WW,認購售權證 2764 | 711194,元富XX,WW,認購售權證 2765 | 711195,日盛P7,WW,認購售權證 2766 | 711196,日盛P8,WW,認購售權證 2767 | 711197,日盛P9,WW,認購售權證 2768 | 711198,QE永豐,WW,認購售權證 2769 | 711199,QF永豐,WW,認購售權證 2770 | 71119P,日盛WZ,WW,認購售權證 2771 | 711200,QG永豐,WW,認購售權證 2772 | 711201,QH永豐,WW,認購售權證 2773 | 711202,QI永豐,WW,認購售權證 2774 | 711203,亞東RU,WW,認購售權證 2775 | 711204,亞東RV,WW,認購售權證 2776 | 711205,國票UT,WW,認購售權證 2777 | 711206,康和PA,WW,認購售權證 2778 | 711207,康和PB,WW,認購售權證 2779 | 711208,W1第一,WW,認購售權證 2780 | 711209,W2第一,WW,認購售權證 2781 | 71120P,群益QW,WW,認購售權證 2782 | 711210,統一PD,WW,認購售權證 2783 | 711211,統一PE,WW,認購售權證 2784 | 711212,QF富邦,WW,認購售權證 2785 | 711213,QG富邦,WW,認購售權證 2786 | 711214,QH富邦,WW,認購售權證 2787 | 711215,QJ富邦,WW,認購售權證 2788 | 711216,永昌WK,WW,認購售權證 2789 | 711217,群益RR,WW,認購售權證 2790 | 711218,群益RS,WW,認購售權證 2791 | 711219,群益RT,WW,認購售權證 2792 | 71121P,元富WQ,WW,認購售權證 2793 | 711220,群益RU,WW,認購售權證 2794 | 711221,WY元大,WW,認購售權證 2795 | 711222,WZ元大,WW,認購售權證 2796 | 711223,P2元大,WW,認購售權證 2797 | 711224,P3元大,WW,認購售權證 2798 | 711225,P4元大,WW,認購售權證 2799 | 711226,元富XY,WW,認購售權證 2800 | 711227,元富XZ,WW,認購售權證 2801 | 711228,元富YA,WW,認購售權證 2802 | 711229,元富YB,WW,認購售權證 2803 | 71122P,PN富邦,WW,認購售權證 2804 | 711230,元富YC,WW,認購售權證 2805 | 711231,日盛Q1,WW,認購售權證 2806 | 711232,日盛Q2,WW,認購售權證 2807 | 711233,日盛Q3,WW,認購售權證 2808 | 711234,日盛Q4,WW,認購售權證 2809 | 711235,QJ永豐,WW,認購售權證 2810 | 711236,QK永豐,WW,認購售權證 2811 | 711237,QL永豐,WW,認購售權證 2812 | 711238,QM永豐,WW,認購售權證 2813 | 711239,QN永豐,WW,認購售權證 2814 | 71123P,中信QU,WW,認購售權證 2815 | 711240,兆豐SN,WW,認購售權證 2816 | 711241,國泰UH,WW,認購售權證 2817 | 711242,國泰UJ,WW,認購售權證 2818 | 711243,國泰UK,WW,認購售權證 2819 | 711244,康和PC,WW,認購售權證 2820 | 711245,W3第一,WW,認購售權證 2821 | 711246,凱基S3,WW,認購售權證 2822 | 711247,凱基S4,WW,認購售權證 2823 | 711248,凱基S5,WW,認購售權證 2824 | 711249,凱基S6,WW,認購售權證 2825 | 71124P,VB元大,WW,認購售權證 2826 | 711250,凱基S7,WW,認購售權證 2827 | 711251,QK富邦,WW,認購售權證 2828 | 711252,QL富邦,WW,認購售權證 2829 | 711253,QM富邦,WW,認購售權證 2830 | 711254,QN富邦,WW,認購售權證 2831 | 711255,QP富邦,WW,認購售權證 2832 | 711256,QQ富邦,WW,認購售權證 2833 | 711257,永昌WL,WW,認購售權證 2834 | 711258,群益RV,WW,認購售權證 2835 | 711259,群益RW,WW,認購售權證 2836 | 71125P,VC元大,WW,認購售權證 2837 | 711260,群益RX,WW,認購售權證 2838 | 711261,群益RY,WW,認購售權證 2839 | 711262,中信QW,WW,認購售權證 2840 | 711263,P5元大,WW,認購售權證 2841 | 711264,P6元大,WW,認購售權證 2842 | 711265,QP永豐,WW,認購售權證 2843 | 711266,國泰UL,WW,認購售權證 2844 | 711267,凱基S8,WW,認購售權證 2845 | 711268,凱基S9,WW,認購售權證 2846 | 711269,凱基T1,WW,認購售權證 2847 | 71126P,凱基Q2,WW,認購售權證 2848 | 711270,QS富邦,WW,認購售權證 2849 | 711271,QT富邦,WW,認購售權證 2850 | 711272,群益RZ,WW,認購售權證 2851 | 711273,群益SA,WW,認購售權證 2852 | 711274,群益SB,WW,認購售權證 2853 | 711275,元富YF,WW,認購售權證 2854 | 711276,元富YG,WW,認購售權證 2855 | 711277,P7元大,WW,認購售權證 2856 | 711278,P8元大,WW,認購售權證 2857 | 711279,P9元大,WW,認購售權證 2858 | 71127P,VX元大,WW,認購售權證 2859 | 711280,Q1元大,WW,認購售權證 2860 | 711281,Q2元大,WW,認購售權證 2861 | 711282,Q3元大,WW,認購售權證 2862 | 711283,Q4元大,WW,認購售權證 2863 | 711284,元富YH,WW,認購售權證 2864 | 711285,日盛Q5,WW,認購售權證 2865 | 711286,QQ永豐,WW,認購售權證 2866 | 711287,QR永豐,WW,認購售權證 2867 | 711288,兆豐SQ,WW,認購售權證 2868 | 711289,兆豐SR,WW,認購售權證 2869 | 71128P,VY元大,WW,認購售權證 2870 | 711290,國泰UM,WW,認購售權證 2871 | 711291,統一PF,WW,認購售權證 2872 | 711292,統一PG,WW,認購售權證 2873 | 711293,凱基T2,WW,認購售權證 2874 | 711294,凱基T3,WW,認購售權證 2875 | 711295,凱基T4,WW,認購售權證 2876 | 711296,QU富邦,WW,認購售權證 2877 | 711297,QV富邦,WW,認購售權證 2878 | 711298,QW富邦,WW,認購售權證 2879 | 711299,群益SD,WW,認購售權證 2880 | 71129P,VZ元大,WW,認購售權證 2881 | 711300,群益SE,WW,認購售權證 2882 | 711301,中信QX,WW,認購售權證 2883 | 711302,Q8元大,WW,認購售權證 2884 | 711303,Q9元大,WW,認購售權證 2885 | 711304,R1元大,WW,認購售權證 2886 | 711305,R2元大,WW,認購售權證 2887 | 711306,元富YJ,WW,認購售權證 2888 | 711307,日盛Q6,WW,認購售權證 2889 | 711308,日盛Q7,WW,認購售權證 2890 | 711309,QT永豐,WW,認購售權證 2891 | 71130P,元富XQ,WW,認購售權證 2892 | 711310,QU永豐,WW,認購售權證 2893 | 711311,QV永豐,WW,認購售權證 2894 | 711312,QW永豐,WW,認購售權證 2895 | 711313,兆豐SS,WW,認購售權證 2896 | 711314,兆豐ST,WW,認購售權證 2897 | 711315,統一PH,WW,認購售權證 2898 | 711316,凱基T5,WW,認購售權證 2899 | 711317,凱基T6,WW,認購售權證 2900 | 711318,QY富邦,WW,認購售權證 2901 | 711319,QZ富邦,WW,認購售權證 2902 | 71131P,PZ永豐,WW,認購售權證 2903 | 711320,RA富邦,WW,認購售權證 2904 | 711321,群益SF,WW,認購售權證 2905 | 711322,R5元大,WW,認購售權證 2906 | 711323,R6元大,WW,認購售權證 2907 | 711324,R7元大,WW,認購售權證 2908 | 711325,R8元大,WW,認購售權證 2909 | 711326,R9元大,WW,認購售權證 2910 | 711327,元富YK,WW,認購售權證 2911 | 711328,元富YL,WW,認購售權證 2912 | 711329,元富YM,WW,認購售權證 2913 | 71132P,QA永豐,WW,認購售權證 2914 | 711330,日盛Q8,WW,認購售權證 2915 | 711331,QX永豐,WW,認購售權證 2916 | 711332,統一PJ,WW,認購售權證 2917 | 711333,凱基T7,WW,認購售權證 2918 | 711334,凱基T8,WW,認購售權證 2919 | 711335,凱基T9,WW,認購售權證 2920 | 711336,凱基U1,WW,認購售權證 2921 | 711337,群益SG,WW,認購售權證 2922 | 711338,群益SH,WW,認購售權證 2923 | 711339,中信QY,WW,認購售權證 2924 | 71133P,凱基R3,WW,認購售權證 2925 | 711340,S1元大,WW,認購售權證 2926 | 711341,S2元大,WW,認購售權證 2927 | 711342,S3元大,WW,認購售權證 2928 | 711343,S4元大,WW,認購售權證 2929 | 711344,S5元大,WW,認購售權證 2930 | 711345,元富YP,WW,認購售權證 2931 | 711346,元富YQ,WW,認購售權證 2932 | 711347,日盛Q9,WW,認購售權證 2933 | 711348,QY永豐,WW,認購售權證 2934 | 711349,QZ永豐,WW,認購售權證 2935 | 71134P,群益RL,WW,認購售權證 2936 | 711350,RA永豐,WW,認購售權證 2937 | 711351,國泰UN,WW,認購售權證 2938 | 711352,國票UU,WW,認購售權證 2939 | 711353,統一PK,WW,認購售權證 2940 | 711354,RB富邦,WW,認購售權證 2941 | 711355,群益SJ,WW,認購售權證 2942 | 711356,群益SK,WW,認購售權證 2943 | 711357,群益SL,WW,認購售權證 2944 | 711358,群益SM,WW,認購售權證 2945 | 711359,群益SN,WW,認購售權證 2946 | 71135P,WD元大,WW,認購售權證 2947 | 711360,中信QZ,WW,認購售權證 2948 | 711361,T1元大,WW,認購售權證 2949 | 711362,T2元大,WW,認購售權證 2950 | 711363,T3元大,WW,認購售權證 2951 | 711364,T4元大,WW,認購售權證 2952 | 711365,元富YR,WW,認購售權證 2953 | 711366,日盛R1,WW,認購售權證 2954 | 711367,日盛R2,WW,認購售權證 2955 | 711368,日盛R3,WW,認購售權證 2956 | 711369,國泰UP,WW,認購售權證 2957 | 71136P,WE元大,WW,認購售權證 2958 | 711370,國票UW,WW,認購售權證 2959 | 711371,康和PE,WW,認購售權證 2960 | 711372,康和PF,WW,認購售權證 2961 | 711373,凱基U2,WW,認購售權證 2962 | 711374,群益SQ,WW,認購售權證 2963 | 711375,T7元大,WW,認購售權證 2964 | 711376,T8元大,WW,認購售權證 2965 | 711377,日盛R4,WW,認購售權證 2966 | 711378,RB永豐,WW,認購售權證 2967 | 711379,兆豐SU,WW,認購售權證 2968 | 71137P,WK元大,WW,認購售權證 2969 | 711380,兆豐SV,WW,認購售權證 2970 | 711381,兆豐SW,WW,認購售權證 2971 | 711382,兆豐SX,WW,認購售權證 2972 | 711383,兆豐SY,WW,認購售權證 2973 | 711384,兆豐SZ,WW,認購售權證 2974 | 711385,國泰UQ,WW,認購售權證 2975 | 711386,康和PG,WW,認購售權證 2976 | 711387,統一PL,WW,認購售權證 2977 | 711388,凱基U3,WW,認購售權證 2978 | 711389,RC富邦,WW,認購售權證 2979 | 71138P,WL元大,WW,認購售權證 2980 | 711390,群益SR,WW,認購售權證 2981 | 711391,群益SS,WW,認購售權證 2982 | 711392,U3元大,WW,認購售權證 2983 | 711393,U4元大,WW,認購售權證 2984 | 711394,U5元大,WW,認購售權證 2985 | 711395,U6元大,WW,認購售權證 2986 | 711396,V4元大,WW,認購售權證 2987 | 711397,元富YT,WW,認購售權證 2988 | 711398,日盛R5,WW,認購售權證 2989 | 711399,日盛R6,WW,認購售權證 2990 | 71139P,WW元大,WW,認購售權證 2991 | 711400,日盛R7,WW,認購售權證 2992 | 711401,RC永豐,WW,認購售權證 2993 | 711402,RD永豐,WW,認購售權證 2994 | 711403,RE永豐,WW,認購售權證 2995 | 711404,亞東RW,WW,認購售權證 2996 | 711405,康和PH,WW,認購售權證 2997 | 711406,凱基U4,WW,認購售權證 2998 | 711407,凱基U5,WW,認購售權證 2999 | 711408,凱基U6,WW,認購售權證 3000 | 711409,RD富邦,WW,認購售權證 3001 | 71140P,WX元大,WW,認購售權證 3002 | 711410,群益ST,WW,認購售權證 3003 | 711411,U9元大,WW,認購售權證 3004 | 711412,V1元大,WW,認購售權證 3005 | 711413,V2元大,WW,認購售權證 3006 | 711414,V3元大,WW,認購售權證 3007 | 711415,日盛R8,WW,認購售權證 3008 | 711416,RG永豐,WW,認購售權證 3009 | 711417,RH永豐,WW,認購售權證 3010 | 711418,RI永豐,WW,認購售權證 3011 | 711419,RJ永豐,WW,認購售權證 3012 | 71141P,P1元大,WW,認購售權證 3013 | 711420,RK永豐,WW,認購售權證 3014 | 711421,兆豐TB,WW,認購售權證 3015 | 711422,亞東RX,WW,認購售權證 3016 | 711423,國票UY,WW,認購售權證 3017 | 711424,凱基U7,WW,認購售權證 3018 | 711425,中信RA,WW,認購售權證 3019 | 711426,V6元大,WW,認購售權證 3020 | 711427,V7元大,WW,認購售權證 3021 | 711428,V9元大,WW,認購售權證 3022 | 711429,W1元大,WW,認購售權證 3023 | 71142P,元富YD,WW,認購售權證 3024 | 711430,W2元大,WW,認購售權證 3025 | 711431,元富YW,WW,認購售權證 3026 | 711432,日盛R9,WW,認購售權證 3027 | 711433,日盛S1,WW,認購售權證 3028 | 711434,RL永豐,WW,認購售權證 3029 | 711435,RM永豐,WW,認購售權證 3030 | 711436,RN永豐,WW,認購售權證 3031 | 711437,兆豐TC,WW,認購售權證 3032 | 711438,兆豐TD,WW,認購售權證 3033 | 711439,國泰US,WW,認購售權證 3034 | 71143P,元富YE,WW,認購售權證 3035 | 711440,國泰UT,WW,認購售權證 3036 | 711441,國泰UU,WW,認購售權證 3037 | 711442,凱基U8,WW,認購售權證 3038 | 711443,凱基U9,WW,認購售權證 3039 | 711444,凱基V1,WW,認購售權證 3040 | 711445,凱基V2,WW,認購售權證 3041 | 711446,凱基V3,WW,認購售權證 3042 | 711447,RE富邦,WW,認購售權證 3043 | 711448,群益SU,WW,認購售權證 3044 | 711449,群益SV,WW,認購售權證 3045 | 71144P,兆豐SP,WW,認購售權證 3046 | 711450,群益SW,WW,認購售權證 3047 | 711451,群益SX,WW,認購售權證 3048 | 711452,群益SY,WW,認購售權證 3049 | 711453,群益SZ,WW,認購售權證 3050 | 711454,群益TA,WW,認購售權證 3051 | 711455,群益TB,WW,認購售權證 3052 | 711456,群益TC,WW,認購售權證 3053 | 711457,群益TD,WW,認購售權證 3054 | 711458,中信RB,WW,認購售權證 3055 | 711459,W4元大,WW,認購售權證 3056 | 71145P,QR富邦,WW,認購售權證 3057 | 711460,元富YX,WW,認購售權證 3058 | 711461,元富YY,WW,認購售權證 3059 | 711462,國泰UV,WW,認購售權證 3060 | 711463,群益TE,WW,認購售權證 3061 | 711464,群益TF,WW,認購售權證 3062 | 711465,W5元大,WW,認購售權證 3063 | 711466,元富ZB,WW,認購售權證 3064 | 711467,日盛S2,WW,認購售權證 3065 | 711468,日盛S3,WW,認購售權證 3066 | 711469,日盛S4,WW,認購售權證 3067 | 71146P,群益SC,WW,認購售權證 3068 | 711470,工銀U3,WW,認購售權證 3069 | 711471,RP永豐,WW,認購售權證 3070 | 711472,RQ永豐,WW,認購售權證 3071 | 711473,RR永豐,WW,認購售權證 3072 | 711474,國泰UW,WW,認購售權證 3073 | 711475,國票UZ,WW,認購售權證 3074 | 711476,凱基V4,WW,認購售權證 3075 | 711477,永昌WM,WW,認購售權證 3076 | 711478,群益TG,WW,認購售權證 3077 | 711479,群益TH,WW,認購售權證 3078 | 71147P,Q5元大,WW,認購售權證 3079 | 711480,W6元大,WW,認購售權證 3080 | 711481,W7元大,WW,認購售權證 3081 | 711482,元富ZC,WW,認購售權證 3082 | 711483,元富ZD,WW,認購售權證 3083 | 711484,日盛S5,WW,認購售權證 3084 | 711485,日盛S6,WW,認購售權證 3085 | 711486,日盛S7,WW,認購售權證 3086 | 711487,日盛S8,WW,認購售權證 3087 | 711488,RS永豐,WW,認購售權證 3088 | 711489,RT永豐,WW,認購售權證 3089 | 71148P,QS永豐,WW,認購售權證 3090 | 711490,RU永豐,WW,認購售權證 3091 | 711491,RV永豐,WW,認購售權證 3092 | 711492,RW永豐,WW,認購售權證 3093 | 711493,RX永豐,WW,認購售權證 3094 | 711494,RY永豐,WW,認購售權證 3095 | 711495,RZ永豐,WW,認購售權證 3096 | 711496,兆豐TF,WW,認購售權證 3097 | 711497,兆豐TG,WW,認購售權證 3098 | 711498,兆豐TH,WW,認購售權證 3099 | 711499,兆豐TJ,WW,認購售權證 3100 | 71149P,QX富邦,WW,認購售權證 3101 | 711500,W4第一,WW,認購售權證 3102 | 711501,W5第一,WW,認購售權證 3103 | 711502,統一PM,WW,認購售權證 3104 | 711503,統一PN,WW,認購售權證 3105 | 711504,凱基V5,WW,認購售權證 3106 | 711505,凱基V6,WW,認購售權證 3107 | 711506,凱基V7,WW,認購售權證 3108 | 711507,RF富邦,WW,認購售權證 3109 | 711508,永昌WN,WW,認購售權證 3110 | 711509,群益TK,WW,認購售權證 3111 | 71150P,Q6元大,WW,認購售權證 3112 | 711510,群益TL,WW,認購售權證 3113 | 711511,群益TM,WW,認購售權證 3114 | 711512,群益TN,WW,認購售權證 3115 | 711513,W8元大,WW,認購售權證 3116 | 711514,元富ZE,WW,認購售權證 3117 | 711515,元富ZF,WW,認購售權證 3118 | 711516,日盛S9,WW,認購售權證 3119 | 711517,日盛T1,WW,認購售權證 3120 | 711518,日盛T2,WW,認購售權證 3121 | 711519,國票VA,WW,認購售權證 3122 | 71151P,Q7元大,WW,認購售權證 3123 | 711520,國票VB,WW,認購售權證 3124 | 711521,統一PP,WW,認購售權證 3125 | 711522,統一PQ,WW,認購售權證 3126 | 711523,統一PR,WW,認購售權證 3127 | 711524,凱基V8,WW,認購售權證 3128 | 711525,群益TP,WW,認購售權證 3129 | 711526,群益TQ,WW,認購售權證 3130 | 711527,W9元大,WW,認購售權證 3131 | 711528,元大P1,WW,認購售權證 3132 | 711529,元富ZG,WW,認購售權證 3133 | 71152P,R3元大,WW,認購售權證 3134 | 711530,元富ZH,WW,認購售權證 3135 | 711531,元富ZJ,WW,認購售權證 3136 | 711532,元富ZK,WW,認購售權證 3137 | 711533,元富ZL,WW,認購售權證 3138 | 711534,SA永豐,WW,認購售權證 3139 | 711535,SB永豐,WW,認購售權證 3140 | 711536,兆豐TK,WW,認購售權證 3141 | 711537,國泰UX,WW,認購售權證 3142 | 711538,康和PI,WW,認購售權證 3143 | 711539,W6第一,WW,認購售權證 3144 | 71153P,R4元大,WW,認購售權證 3145 | 711540,凱基W1,WW,認購售權證 3146 | 711541,凱基W2,WW,認購售權證 3147 | 711542,凱基W3,WW,認購售權證 3148 | 711543,凱基W4,WW,認購售權證 3149 | 711544,RH富邦,WW,認購售權證 3150 | 711545,RJ富邦,WW,認購售權證 3151 | 711546,永昌WP,WW,認購售權證 3152 | 711547,群益TR,WW,認購售權證 3153 | 711548,群益TS,WW,認購售權證 3154 | 711549,群益TT,WW,認購售權證 3155 | 71154P,元富YN,WW,認購售權證 3156 | 711550,中信RD,WW,認購售權證 3157 | 711551,元大P2,WW,認購售權證 3158 | 711552,元大P3,WW,認購售權證 3159 | 711553,元大P4,WW,認購售權證 3160 | 711554,元大P5,WW,認購售權證 3161 | 711555,元大P6,WW,認購售權證 3162 | 711556,日盛T4,WW,認購售權證 3163 | 711557,工銀U5,WW,認購售權證 3164 | 711558,SC永豐,WW,認購售權證 3165 | 711559,SD永豐,WW,認購售權證 3166 | 71155P,康和PD,WW,認購售權證 3167 | 711560,SE永豐,WW,認購售權證 3168 | 711561,兆豐TL,WW,認購售權證 3169 | 711562,兆豐TM,WW,認購售權證 3170 | 711563,康和PJ,WW,認購售權證 3171 | 711564,統一PS,WW,認購售權證 3172 | 711565,凱基W5,WW,認購售權證 3173 | 711566,凱基W6,WW,認購售權證 3174 | 711567,凱基W7,WW,認購售權證 3175 | 711568,凱基W8,WW,認購售權證 3176 | 711569,RK富邦,WW,認購售權證 3177 | 71156P,S6元大,WW,認購售權證 3178 | 711570,RL富邦,WW,認購售權證 3179 | 711571,群益TV,WW,認購售權證 3180 | 711572,群益TW,WW,認購售權證 3181 | 711573,中信RE,WW,認購售權證 3182 | 711574,中信RF,WW,認購售權證 3183 | 711575,元大P9,WW,認購售權證 3184 | 711576,元大Q1,WW,認購售權證 3185 | 711577,元大Q2,WW,認購售權證 3186 | 711578,元大Q3,WW,認購售權證 3187 | 711579,元大Q4,WW,認購售權證 3188 | 71157P,S7元大,WW,認購售權證 3189 | 711580,元大Q5,WW,認購售權證 3190 | 711581,元大Q6,WW,認購售權證 3191 | 711582,元大Q7,WW,認購售權證 3192 | 711583,元大Q8,WW,認購售權證 3193 | 711584,元大Q9,WW,認購售權證 3194 | 711585,元大R1,WW,認購售權證 3195 | 711586,元大R2,WW,認購售權證 3196 | 711587,元大R3,WW,認購售權證 3197 | 711588,元大R4,WW,認購售權證 3198 | 711589,元富ZM,WW,認購售權證 3199 | 71158P,S8元大,WW,認購售權證 3200 | 711590,元富ZN,WW,認購售權證 3201 | 711591,元富ZP,WW,認購售權證 3202 | 711592,日盛T5,WW,認購售權證 3203 | 711593,SF永豐,WW,認購售權證 3204 | 711594,SG永豐,WW,認購售權證 3205 | 711595,SH永豐,WW,認購售權證 3206 | 711596,SI永豐,WW,認購售權證 3207 | 711597,兆豐TN,WW,認購售權證 3208 | 711598,兆豐TP,WW,認購售權證 3209 | 711599,兆豐TQ,WW,認購售權證 3210 | 71159P,群益SP,WW,認購售權證 3211 | 711600,兆豐TR,WW,認購售權證 3212 | 711601,國泰UY,WW,認購售權證 3213 | 711602,國泰UZ,WW,認購售權證 3214 | 711603,康和PK,WW,認購售權證 3215 | 711604,RN富邦,WW,認購售權證 3216 | 711607,群益TX,WW,認購售權證 3217 | 711608,群益TY,WW,認購售權證 3218 | 711609,群益TZ,WW,認購售權證 3219 | 71160P,S9元大,WW,認購售權證 3220 | 711610,群益UA,WW,認購售權證 3221 | 711611,群益UB,WW,認購售權證 3222 | 711612,群益UC,WW,認購售權證 3223 | 711613,群益UD,WW,認購售權證 3224 | 711614,群益UE,WW,認購售權證 3225 | 711615,群益UF,WW,認購售權證 3226 | 711616,群益UG,WW,認購售權證 3227 | 711617,群益UH,WW,認購售權證 3228 | 711618,凱基W9,WW,認購售權證 3229 | 711619,凱基X1,WW,認購售權證 3230 | 71161P,T5元大,WW,認購售權證 3231 | 711620,凱基X2,WW,認購售權證 3232 | 711621,凱基X3,WW,認購售權證 3233 | 711622,凱基X4,WW,認購售權證 3234 | 711623,凱基X5,WW,認購售權證 3235 | 711624,凱基X6,WW,認購售權證 3236 | 711625,凱基X7,WW,認購售權證 3237 | 711626,凱基X8,WW,認購售權證 3238 | 711627,凱基X9,WW,認購售權證 3239 | 711628,凱基Y5,WW,認購售權證 3240 | 711629,凱基Y6,WW,認購售權證 3241 | 71162P,T6元大,WW,認購售權證 3242 | 711630,元大R5,WW,認購售權證 3243 | 711631,元大R6,WW,認購售權證 3244 | 711632,元大R8,WW,認購售權證 3245 | 711633,元富ZR,WW,認購售權證 3246 | 711634,日盛T6,WW,認購售權證 3247 | 711635,日盛T7,WW,認購售權證 3248 | 711636,日盛T8,WW,認購售權證 3249 | 711637,日盛T9,WW,認購售權證 3250 | 711638,日盛U1,WW,認購售權證 3251 | 711639,SJ永豐,WW,認購售權證 3252 | 71163P,T9元大,WW,認購售權證 3253 | 711640,SK永豐,WW,認購售權證 3254 | 711641,SL永豐,WW,認購售權證 3255 | 711642,SM永豐,WW,認購售權證 3256 | 711643,SN永豐,WW,認購售權證 3257 | 711644,兆豐TS,WW,認購售權證 3258 | 711645,康和PL,WW,認購售權證 3259 | 711646,康和PM,WW,認購售權證 3260 | 711647,統一PT,WW,認購售權證 3261 | 711648,凱基Y7,WW,認購售權證 3262 | 711649,凱基Y8,WW,認購售權證 3263 | 71164P,元富YS,WW,認購售權證 3264 | 711650,RP富邦,WW,認購售權證 3265 | 711651,RQ富邦,WW,認購售權證 3266 | 711652,RR富邦,WW,認購售權證 3267 | 711653,群益UJ,WW,認購售權證 3268 | 711654,群益UK,WW,認購售權證 3269 | 711655,群益UL,WW,認購售權證 3270 | 711656,元大R9,WW,認購售權證 3271 | 711657,元大S2,WW,認購售權證 3272 | 711658,元大S4,WW,認購售權證 3273 | 711659,元大S5,WW,認購售權證 3274 | 71165P,兆豐TA,WW,認購售權證 3275 | 711660,元大S7,WW,認購售權證 3276 | 711661,元富ZS,WW,認購售權證 3277 | 711662,元富ZT,WW,認購售權證 3278 | 711663,日盛U3,WW,認購售權證 3279 | 711664,日盛U4,WW,認購售權證 3280 | 711665,SP永豐,WW,認購售權證 3281 | 711666,SQ永豐,WW,認購售權證 3282 | 711667,SR永豐,WW,認購售權證 3283 | 711668,SS永豐,WW,認購售權證 3284 | 711669,兆豐TT,WW,認購售權證 3285 | 71166P,U1元大,WW,認購售權證 3286 | 711670,國票VC,WW,認購售權證 3287 | 711671,康和PN,WW,認購售權證 3288 | 711672,W7第一,WW,認購售權證 3289 | 711673,統一PU,WW,認購售權證 3290 | 711674,統一PV,WW,認購售權證 3291 | 711675,凱基Y9,WW,認購售權證 3292 | 711676,凱基Z1,WW,認購售權證 3293 | 711677,凱基Z2,WW,認購售權證 3294 | 711678,凱基Z3,WW,認購售權證 3295 | 711679,凱基Z4,WW,認購售權證 3296 | 71167P,U2元大,WW,認購售權證 3297 | 711680,凱基Z6,WW,認購售權證 3298 | 711681,RS富邦,WW,認購售權證 3299 | 711682,RT富邦,WW,認購售權證 3300 | 711683,群益UM,WW,認購售權證 3301 | 711684,群益UN,WW,認購售權證 3302 | 711685,群益UP,WW,認購售權證 3303 | 711686,群益UQ,WW,認購售權證 3304 | 711687,群益UR,WW,認購售權證 3305 | 711688,元大S9,WW,認購售權證 3306 | 711689,元大T3,WW,認購售權證 3307 | 71168P,元富YU,WW,認購售權證 3308 | 711690,元大T4,WW,認購售權證 3309 | 711691,元大T5,WW,認購售權證 3310 | 711692,元大T6,WW,認購售權證 3311 | 711693,元大T7,WW,認購售權證 3312 | 711694,日盛U5,WW,認購售權證 3313 | 711695,日盛U6,WW,認購售權證 3314 | 711696,日盛U7,WW,認購售權證 3315 | 711697,ST永豐,WW,認購售權證 3316 | 711698,SU永豐,WW,認購售權證 3317 | 711699,SV永豐,WW,認購售權證 3318 | 71169P,RF永豐,WW,認購售權證 3319 | 711700,兆豐TU,WW,認購售權證 3320 | 711701,兆豐TV,WW,認購售權證 3321 | 711702,亞東RZ,WW,認購售權證 3322 | 711703,康和PP,WW,認購售權證 3323 | 711704,康和PQ,WW,認購售權證 3324 | 711705,統一PW,WW,認購售權證 3325 | 711706,PA凱基,WW,認購售權證 3326 | 711707,PB凱基,WW,認購售權證 3327 | 711708,凱基Z7,WW,認購售權證 3328 | 711709,凱基Z8,WW,認購售權證 3329 | 71170P,國票UX,WW,認購售權證 3330 | 711710,凱基Z9,WW,認購售權證 3331 | 711711,RU富邦,WW,認購售權證 3332 | 711712,RV富邦,WW,認購售權證 3333 | 711713,RW富邦,WW,認購售權證 3334 | 711714,群益US,WW,認購售權證 3335 | 711715,群益UT,WW,認購售權證 3336 | 711716,群益UU,WW,認購售權證 3337 | 711717,群益UV,WW,認購售權證 3338 | 711718,元富ZV,WW,認購售權證 3339 | 711719,元富ZW,WW,認購售權證 3340 | 71171P,U8元大,WW,認購售權證 3341 | 711720,日盛U8,WW,認購售權證 3342 | 711721,SW永豐,WW,認購售權證 3343 | 711722,SX永豐,WW,認購售權證 3344 | 711723,SY永豐,WW,認購售權證 3345 | 711724,SZ永豐,WW,認購售權證 3346 | 711725,兆豐TW,WW,認購售權證 3347 | 711726,兆豐TX,WW,認購售權證 3348 | 711727,兆豐TY,WW,認購售權證 3349 | 711728,兆豐TZ,WW,認購售權證 3350 | 711729,亞東SA,WW,認購售權證 3351 | 71172P,元富YV,WW,認購售權證 3352 | 711730,W8第一,WW,認購售權證 3353 | 711731,PE凱基,WW,認購售權證 3354 | 711732,PF凱基,WW,認購售權證 3355 | 711733,PG凱基,WW,認購售權證 3356 | 711734,RX富邦,WW,認購售權證 3357 | 711736,群益UX,WW,認購售權證 3358 | 711737,群益UY,WW,認購售權證 3359 | 711738,元大T9,WW,認購售權證 3360 | 711739,元大U1,WW,認購售權證 3361 | 71173P,國泰UR,WW,認購售權證 3362 | 711740,元大U2,WW,認購售權證 3363 | 711741,元大U3,WW,認購售權證 3364 | 711742,元大U4,WW,認購售權證 3365 | 711743,元富ZY,WW,認購售權證 3366 | 711744,元富ZZ,WW,認購售權證 3367 | 711745,日盛U9,WW,認購售權證 3368 | 711746,日盛V2,WW,認購售權證 3369 | 711747,TB永豐,WW,認購售權證 3370 | 711748,TC永豐,WW,認購售權證 3371 | 711749,TD永豐,WW,認購售權證 3372 | 71174P,V5元大,WW,認購售權證 3373 | 711750,兆豐UA,WW,認購售權證 3374 | 711751,兆豐UB,WW,認購售權證 3375 | 711752,兆豐UC,WW,認購售權證 3376 | 711753,康和PR,WW,認購售權證 3377 | 711754,康和PS,WW,認購售權證 3378 | 711755,康和PT,WW,認購售權證 3379 | 711756,W9第一,WW,認購售權證 3380 | 711757,統一PY,WW,認購售權證 3381 | 711758,統一PZ,WW,認購售權證 3382 | 711759,PH凱基,WW,認購售權證 3383 | 71175P,V8元大,WW,認購售權證 3384 | 711760,PJ凱基,WW,認購售權證 3385 | 71176P,中信RC,WW,認購售權證 3386 | 71177P,W3元大,WW,認購售權證 3387 | 71178P,元富YZ,WW,認購售權證 3388 | 71179P,元富ZA,WW,認購售權證 3389 | 71180P,工銀U4,WW,認購售權證 3390 | 71181P,兆豐TE,WW,認購售權證 3391 | 71182P,亞東RY,WW,認購售權證 3392 | 71183P,群益TJ,WW,認購售權證 3393 | 71184P,凱基V9,WW,認購售權證 3394 | 71185P,RG富邦,WW,認購售權證 3395 | 71186P,群益TU,WW,認購售權證 3396 | 71187P,日盛T3,WW,認購售權證 3397 | 71188P,RM富邦,WW,認購售權證 3398 | 71189P,元大P7,WW,認購售權證 3399 | 71190P,元大P8,WW,認購售權證 3400 | 71191P,元富ZQ,WW,認購售權證 3401 | 71192P,凱基Y1,WW,認購售權證 3402 | 71193P,凱基Y2,WW,認購售權證 3403 | 71194P,凱基Y3,WW,認購售權證 3404 | 71195P,凱基Y4,WW,認購售權證 3405 | 71196P,元大S8,WW,認購售權證 3406 | 71197P,元富ZU,WW,認購售權證 3407 | 71198P,凱基Z5,WW,認購售權證 3408 | 71199P,PC凱基,WW,認購售權證 3409 | 71200P,群益UW,WW,認購售權證 3410 | 71201P,元大T8,WW,認購售權證 3411 | 71202P,元富ZX,WW,認購售權證 3412 | 71203P,TA永豐,WW,認購售權證 3413 | 71204P,統一PX,WW,認購售權證 3414 | 71205P,PD凱基,WW,認購售權證 3415 | 71206P,群益UZ,WW,認購售權證 3416 | 71208P,群益VA,WW,認購售權證 3417 | 8024,佑華,24,半導體業 3418 | 8032,光菱,29,電子通路業 3419 | 8034,榮群,27,通信網路業 3420 | 8038,長園科,28,電子零組件業 3421 | 8040,九暘,24,半導體業 3422 | 8042,金山電,28,電子零組件業 3423 | 8043,蜜望實,28,電子零組件業 3424 | 8044,網家,30,資訊服務業 3425 | 8047,星雲,31,其他電子業 3426 | 8048,德勝,27,通信網路業 3427 | 8049,晶采,26,光電業 3428 | 8050,廣積,25,電腦及週邊設備業 3429 | 8053,巨擘,26,光電業 3430 | 8054,安國,24,半導體業 3431 | 8059,凱碩,27,通信網路業 3432 | 8064,東捷,26,光電業 3433 | 8066,來思達,18,貿易百貨 3434 | 8067,志旭,29,電子通路業 3435 | 8068,全達,29,電子通路業 3436 | 8069,元太,26,光電業 3437 | 8071,能率豐,26,光電業 3438 | 8074,鉅橡,28,電子零組件業 3439 | 8076,伍豐,25,電腦及週邊設備業 3440 | 8077,冠華,26,光電業 3441 | 8079,誠遠,24,半導體業 3442 | 8080,奧斯特,28,電子零組件業 3443 | 8082,眾星,27,通信網路業 3444 | 8083,瑞穎,05,電機機械 3445 | 8084,巨虹,29,電子通路業 3446 | 8085,福華,31,其他電子業 3447 | 8086,宏捷科,24,半導體業 3448 | 8087,華鎂鑫,26,光電業 3449 | 8088,品安,24,半導體業 3450 | 8091,翔名,28,電子零組件業 3451 | 8092,建暐,31,其他電子業 3452 | 8093,保銳,28,電子零組件業 3453 | 8096,擎亞,29,電子通路業 3454 | 8097,常珵,27,通信網路業 3455 | 8099,大世科,30,資訊服務業 3456 | 8107,大億科,26,光電業 3457 | 8109,博大,28,電子零組件業 3458 | 8111,立碁,26,光電業 3459 | 8121,越峰,28,電子零組件業 3460 | 8147,正淩,28,電子零組件業 3461 | 8155,博智,28,電子零組件業 3462 | 8171,天宇,27,通信網路業 3463 | 8176,智捷,27,通信網路業 3464 | 8182,加高,28,電子零組件業 3465 | 8183,精星,31,其他電子業 3466 | 8234,新漢,25,電腦及週邊設備業 3467 | 8240,華宏,26,光電業 3468 | 8255,朋程,05,電機機械 3469 | 8266,中日新,26,光電業 3470 | 8277,商丞,24,半導體業 3471 | 8287,英格爾,28,電子零組件業 3472 | 8289,泰藝,28,電子零組件業 3473 | 8291,尚茂,28,電子零組件業 3474 | 8299,群聯,25,電腦及週邊設備業 3475 | 8349,友信,10,鋼鐵工業 3476 | 8354,冠好,03,塑膠工業 3477 | 8358,金居,28,電子零組件業 3478 | 8383,千附,31,其他電子業 3479 | 8390,金益鼎,20,其他 3480 | 8401,白紗科,20,其他 3481 | 8403,盛弘,22,生技醫療業 3482 | 8406,F-金可,22,生技醫療業 3483 | 8409,商之器,22,生技醫療業 3484 | 8410,森田,25,電腦及週邊設備業 3485 | 8416,實威,30,資訊服務業 3486 | 8418,F-必勝,20,其他 3487 | 8421,旭源,20,其他 3488 | 8423,F-保綠,20,其他 3489 | 8424,惠普,14,建材營造 3490 | 8426,F-紅木,20,其他 3491 | 8432,東生華,22,生技醫療業 3492 | 8433,弘帆,18,貿易百貨 3493 | 8435,鉅邁,20,其他 3494 | 8436,大江,22,生技醫療業 3495 | 8446,華研,32,文化創意業 3496 | 8905,裕國,20,其他 3497 | 8906,花王,20,其他 3498 | 8908,欣雄,23,油電燃氣業 3499 | 8913,全銓,20,其他 3500 | 8916,光隆,20,其他 3501 | 8917,欣泰,23,油電燃氣業 3502 | 8921,沈氏,20,其他 3503 | 8923,時報,32,文化創意業 3504 | 8924,大田,20,其他 3505 | 8925,偉盟,20,其他 3506 | 8927,北基,23,油電燃氣業 3507 | 8928,鉅明,20,其他 3508 | 8929,富堡,20,其他 3509 | 8930,青鋼,10,鋼鐵工業 3510 | 8931,大汽電,23,油電燃氣業 3511 | 8932,宏大,20,其他 3512 | 8933,愛地雅,20,其他 3513 | 8934,衡平,20,其他 3514 | 8935,邦泰,20,其他 3515 | 8936,國統,20,其他 3516 | 8937,合騏,20,其他 3517 | 8938,明安,20,其他 3518 | 8941,關中,18,貿易百貨 3519 | 8942,森鉅,20,其他 3520 | 911613,特藝,TD,台灣存託憑證(TDR) 3521 | 9949,琉園,32,文化創意業 3522 | 9950,萬國通,03,塑膠工業 3523 | 9951,皇田,05,電機機械 3524 | 9960,邁達康,18,貿易百貨 3525 | 9962,有益,10,鋼鐵工業 3526 | --------------------------------------------------------------------------------