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tdx_to_h5.py
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tdx_to_h5.py
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# coding:utf-8
#
# The MIT License (MIT)
#
# Copyright (c) 2010-2019 fasiondog/hikyuu
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
import os.path
import struct
import sqlite3
import datetime
import math
import sys
import tables as tb
from io import SEEK_END, SEEK_SET
from .common import get_stktype_list, MARKETID
from .common_sqlite3 import (create_database, get_marketid,
get_codepre_list, update_last_date)
from .common_h5 import (H5Record, H5Index,
open_h5file, get_h5table,
update_hdf5_extern_data)
from .weight_to_sqlite import qianlong_import_weight
def ProgressBar(cur, total):
percent = '{:.0%}'.format(cur / total)
sys.stdout.write('\r')
sys.stdout.write("[%-50s] %s" % ('=' * int(math.floor(cur * 50 / total)),percent))
sys.stdout.flush()
def tdx_import_stock_name_from_file(connect, filename, market, quotations=None):
"""更新每只股票的名称、当前是否有效性、起始日期及结束日期
如果导入的代码表中不存在对应的代码,则认为该股已失效
:param connect: sqlite3实例
:param filename: 代码表文件名
:param market: 'SH' | 'SZ'
:param quotations: 待导入的行情类别列表,空为导入全部 'stock' | 'fund' | 'bond' | None
"""
cur = connect.cursor()
newStockDict = {}
with open(filename, 'rb') as f:
data = f.read(50)
data = f.read(314)
while data:
a = struct.unpack('6s 17s 8s 283s', data)
stockcode = a[0].decode()
stockname = a[2].decode(encoding='gbk').encode('utf8')
pos = stockname.find(0x00)
if pos >= 0:
stockname = stockname[:pos]
newStockDict[stockcode] = stockname.decode(encoding='utf8').strip()
data = f.read(314)
a = cur.execute("select marketid from market where market = '%s'" % market.upper())
marketid = [i for i in a]
marketid = marketid[0][0]
stktype_list = get_stktype_list(quotations)
a = cur.execute("select stockid, code, name, valid from stock where marketid={} and type in {}"
.format(marketid, stktype_list))
a = a.fetchall()
oldStockDict = {}
for oldstock in a:
oldstockid, oldcode, oldname, oldvalid = oldstock[0], oldstock[1], oldstock[2], int(oldstock[3])
oldStockDict[oldcode] = oldstockid
# 新的代码表中无此股票,则置为无效
if (oldvalid == 1) and (oldcode not in newStockDict):
cur.execute("update stock set valid=0 where stockid=%i" % oldstockid)
# 股票名称发生变化,更新股票名称;如果原无效,则置为有效
if oldcode in newStockDict:
if oldname != newStockDict[oldcode]:
cur.execute("update stock set name='%s' where stockid=%i" %
(newStockDict[oldcode], oldstockid))
if oldvalid == 0:
cur.execute("update stock set valid=1, endDate=99999999 where stockid=%i" % oldstockid)
# 处理新出现的股票
codepre_list = get_codepre_list(connect, marketid, quotations)
today = datetime.date.today()
today = today.year * 10000 + today.month * 100 + today.day
count = 0
for code in newStockDict:
if code not in oldStockDict:
for codepre in codepre_list:
length = len(codepre[0])
if code[:length] == codepre[0]:
count += 1
#print(market, code, newStockDict[code], codepre)
sql = "insert into Stock(marketid, code, name, type, valid, startDate, endDate) \
values (%s, '%s', '%s', %s, %s, %s, %s)" \
% (marketid, code, newStockDict[code], codepre[1], 1, today, 99999999)
cur.execute(sql)
break
#print('%s新增股票数:%i' % (market.upper(), count))
connect.commit()
cur.close()
return count
def tdx_import_day_data_from_file(connect, filename, h5file, market, stock_record):
"""从通达信盘后数据导入日K线
:param connect : sqlite3连接实例
:param filename: 通达信日线数据文件名
:param h5file : HDF5 file
:param stock_record: 股票的相关数据 (stockid, marketid, code, valid, type)
:return: 导入的记录数
"""
add_record_count = 0
if not os.path.exists(filename):
return add_record_count
stockid, marketid, code, valid, stktype = stock_record[0], stock_record[1], stock_record[2], stock_record[3],stock_record[4]
table = get_h5table(h5file, market, code)
if table.nrows > 0:
lastdatetime = table[-1]['datetime']/10000
else:
lastdatetime = None
row = table.row
with open(filename, 'rb') as src_file:
data = src_file.read(32)
while data:
record = struct.unpack('iiiiifii', data)
if lastdatetime and record[0] <= lastdatetime:
data = src_file.read(32)
continue
if 0 not in record[1:5]:
if record[2] >= record[1] >= record[3] \
and record[2] >= record[4] >= record[3]:
row['datetime'] = record[0] * 10000
row['openPrice'] = record[1] * 10
row['highPrice'] = record[2] * 10
row['lowPrice'] = record[3] * 10
row['closePrice'] = record[4] * 10
row['transAmount'] = round(record[5] * 0.001)
if stktype == 2:
# 指数
row['transCount'] = record[6]
else:
row['transCount'] = round(record[6] * 0.01)
row.append()
add_record_count += 1
data = src_file.read(32)
if add_record_count > 0:
table.flush()
#更新基础信息数据库中股票对应的起止日期及其有效标志
if valid == 0:
cur = connect.cursor()
cur.execute("update stock set valid=1, startdate=%i, enddate=%i where stockid=%i" %
(table[0]['datetime'], 99999999, stockid))
connect.commit()
cur.close()
#记录最新更新日期
if (code == '000001' and marketid == MARKETID.SH) \
or (code == '399001' and marketid == MARKETID.SZ) :
update_last_date(connect, marketid, table[-1]['datetime'] / 10000)
elif table.nrows == 0:
#print(market, stock_record)
table.remove()
return add_record_count
def tdx_import_min_data_from_file(connect, filename, h5file, market, stock_record):
"""从通达信盘后数据导入1分钟或5分钟K线
:param connect : sqlite3连接实例
:param filename: 通达信K线数据文件名
:param h5file : HDF5 file
:param stock_record: 股票的相关数据 (stockid, marketid, code, valid, type)
:return: 导入的记录数
"""
add_record_count = 0
if not os.path.exists(filename):
return add_record_count
stockid, marketid, code, valid, stktype = stock_record[0], stock_record[1], stock_record[2], stock_record[3],stock_record[4]
table = get_h5table(h5file, market, code)
if table.nrows > 0:
lastdatetime = table[-1]['datetime']
else:
lastdatetime = None
row = table.row
with open(filename, 'rb') as src_file:
def trans_date(yymm, hhmm):
tmp_date = yymm >> 11
remainder = yymm & 0x7ff
year = tmp_date + 2004
month = remainder // 100
day = remainder % 100
hh = hhmm // 60
mm = hhmm % 60
return year * 100000000 + month * 1000000 + day * 10000 + hh * 100 + mm
def get_date(pos):
src_file.seek(pos * 32, SEEK_SET)
data = src_file.read(4)
a = struct.unpack('hh', data)
return trans_date(a[0], a[1])
def find_pos():
src_file.seek(0, SEEK_END)
pos = src_file.tell()
total = pos // 32
if lastdatetime is None:
return total, 0
low, high = 0, total - 1
mid = high // 2
while mid <= high:
cur_date = get_date(low)
if cur_date > lastdatetime:
mid = low
break
cur_date = get_date(high)
if cur_date <= lastdatetime:
mid = high + 1
break
cur_date = get_date(mid)
if cur_date <= lastdatetime:
low = mid + 1
else:
high = mid - 1
mid = (low + high) // 2
return total, mid
file_total, pos = find_pos()
if pos < file_total:
src_file.seek(pos * 32, SEEK_SET)
data = src_file.read(32)
while data:
record = struct.unpack('hhfffffii', data)
if 0 not in record[2:6]:
if record[3] >= record[2] >= record[4] \
and record[3] >= record[5] >= record[4]:
row['datetime'] = trans_date(record[0], record[1])
row['openPrice'] = record[2] * 1000
row['highPrice'] = record[3] * 1000
row['lowPrice'] = record[4] * 1000
row['closePrice'] = record[5] * 1000
row['transAmount'] = round(record[6] * 0.001)
if stktype == 2:
# 指数
row['transCount'] = record[7]
else:
row['transCount'] = round(record[7] * 0.01)
row.append()
add_record_count += 1
data = src_file.read(32)
if add_record_count > 0:
table.flush()
elif table.nrows == 0:
#print(market, stock_record)
table.remove()
return add_record_count
def tdx_import_data(connect, market, ktype, quotations, src_dir, dest_dir, progress=ProgressBar):
"""导入通达信指定盘后数据路径中的K线数据。注:只导入基础信息数据库中存在的股票。
:param connect : sqlit3链接
:param market : 'SH' | 'SZ'
:param ktype : 'DAY' | '1MIN' | '5MIN'
:param quotations: 'stock' | 'fund' | 'bond'
:param src_dir : 盘后K线数据路径,如上证5分钟线:D:\\Tdx\\vipdoc\\sh\\fzline
:param dest_dir : HDF5数据文件所在目录
:param progress : 进度显示函数
:return: 导入记录数
"""
add_record_count = 0
market = market.upper()
h5file = open_h5file(dest_dir, market, ktype)
if ktype.upper() == "DAY":
suffix = ".day"
func_import_from_file = tdx_import_day_data_from_file
elif ktype.upper() == "1MIN":
suffix = ".lc1"
func_import_from_file = tdx_import_min_data_from_file
elif ktype.upper() == "5MIN":
suffix = ".lc5"
func_import_from_file = tdx_import_min_data_from_file
marketid = get_marketid(connect, market)
stktype_list = get_stktype_list(quotations)
sql = "select stockid, marketid, code, valid, type from stock where marketid={} and type in {}".format(marketid, stktype_list)
cur = connect.cursor()
a = cur.execute(sql)
a = a.fetchall()
total = len(a)
for i, stock in enumerate(a):
if stock[3] == 0:
if progress:
progress(i, total)
continue
filename = src_dir + "\\" + market.lower() + stock[2]+ suffix
this_count = func_import_from_file(connect, filename, h5file, market, stock)
add_record_count += this_count
if this_count > 0:
if ktype == 'DAY':
update_hdf5_extern_data(h5file, market.upper() + stock[2], 'DAY')
elif ktype == '5MIN':
update_hdf5_extern_data(h5file, market.upper() + stock[2], '5MIN')
if progress:
progress(i, total)
connect.commit()
h5file.close()
return add_record_count
if __name__ == '__main__':
import time
starttime = time.time()
src_dir = "D:\\TdxW_HuaTai"
dest_dir = "c:\\stock"
quotations = ['stock', 'fund'] #通达信盘后数据没有债券
connect = sqlite3.connect(dest_dir + "\\stock.db")
create_database(connect)
add_count = 0
print("导入股票代码表")
add_count = tdx_import_stock_name_from_file(connect, src_dir + "\\T0002\\hq_cache\\shm.tnf", 'SH', quotations)
add_count += tdx_import_stock_name_from_file(connect, src_dir + "\\T0002\\hq_cache\\szm.tnf", 'SZ', quotations)
print("新增股票数:", add_count)
print("\n导入上证日线数据")
add_count = tdx_import_data(connect, 'SH', 'DAY', quotations, src_dir + "\\vipdoc\\sh\\lday", dest_dir)
print("\n导入数量:", add_count)
print("\n导入深证日线数据")
add_count = tdx_import_data(connect, 'SZ', 'DAY', quotations, src_dir + "\\vipdoc\\sz\\lday", dest_dir)
print("\n导入数量:", add_count)
print("\n导入上证5分钟数据")
add_count = tdx_import_data(connect, 'SH', '5MIN', quotations, src_dir + "\\vipdoc\\sh\\fzline", dest_dir)
print("\n导入数量:", add_count)
print("\n导入深证5分钟数据")
add_count = tdx_import_data(connect, 'SZ', '5MIN', quotations, src_dir + "\\vipdoc\\sz\\fzline", dest_dir)
print("\n导入数量:", add_count)
print("\n导入上证1分钟数据")
add_count = tdx_import_data(connect, 'SH', '1MIN', quotations, src_dir + "\\vipdoc\\sh\\minline", dest_dir)
print("\n导入数量:", add_count)
print("\n导入深证1分钟数据")
add_count = tdx_import_data(connect, 'SZ', '1MIN', quotations, src_dir + "\\vipdoc\\sz\\minline", dest_dir)
print("\n导入数量:", add_count)
print("\n导入权息数据")
print("正在下载权息数据...")
import urllib.request
net_file = urllib.request.urlopen('http://www.qianlong.com.cn/download/history/weight.rar', timeout=60)
dest_filename = dest_dir + '/weight.rar'
with open(dest_filename, 'wb') as file:
file.write(net_file.read())
print("下载完成,正在解压...")
os.system('unrar x -o+ -inul {} {}'.format(dest_filename, dest_dir))
print("解压完成,正在导入...")
add_count = qianlong_import_weight(connect, dest_dir + '/weight', 'SH')
add_count += qianlong_import_weight(connect, dest_dir + '/weight', 'SZ')
print("导入数量:", add_count)
connect.close()
endtime = time.time()
print("\nTotal time:")
print("%.2fs" % (endtime-starttime))
print("%.2fm" % ((endtime-starttime)/60))