import re import os import time import math import sqlite3 from datetime import datetime from hts.HTS import HTS from hts.OrderType import OrderType from hts.BuySellChecker import BuySellChecker from hts.OrderChecker import OrderChecker from stock.util.SlackBot import SlackBot from stock.analysis.StockStatus import StockStatus class HTS_Stocks (HTS): RESOURCE_PATH = None orderChecker = None buySellChecker = None labelChecker = None slackBot = None stockStatus = None analyzed_day = None MAX_BUY_PRICE = None conn_stock = None cursor_stock = None def __init__(self, RESOURCE_PATH): super().__init__(RESOURCE_PATH) self.slackBot = SlackBot() self.RESOURCE_PATH = RESOURCE_PATH self.stockStatus = StockStatus(RESOURCE_PATH) self.buySellChecker = BuySellChecker() self.orderChecker = OrderChecker(self.RESOURCE_PATH, "STOCK") self.analyzed_day = 120 return def connect2StockDB(self): self.conn_stock = sqlite3.connect(os.path.join(self.RESOURCE_PATH, "stock.db")) self.cursor_stock = self.conn_stock.cursor() return def disconnectStockDB(self): self.cursor_stock.close() self.conn_stock.close() return def sellStocks(self, stock_code=None, bs_sell_price=None): check = False jangoDic = self.requstJango() if jangoDic and len(jangoDic.keys()) > 0: for code in jangoDic: if stock_code is not None: if code == "A"+stock_code and bs_sell_price is not None: if jangoDic[code]['매도가능'] > 0: #if 2 < jangoDic[code]['평가손익']: # 2% 이상 시 수익 매도 if jangoDic[code]['평가손익'] < -5: # 5% 손해면 매도함 self.requestOrder(OrderType.sell, code[1:], jangoDic[code]['매도가능'], bs_sell_price) self.slackBot.post_to_slack(code, jangoDic[code]['종목명'], "SELL", bs_sell_price, jangoDic[code]['매도가능']) check = True else: continue else: if jangoDic[code]['매도가능'] > 0: #if 3 < jangoDic[code]['평가손익']: # 3% 이상 시 수익 매도 if jangoDic[code]['평가손익'] < -5: # 5% 손해면 매도함 currentStock = self.currentStock(code[1:]) self.requestOrder(OrderType.sell, code[1:], jangoDic[code]['매도가능'], currentStock['close']) self.slackBot.post_to_slack(code, jangoDic[code]['종목명'], "SELL", currentStock['close'], jangoDic[code]['매도가능']) check = True return check def getSellingPrice(self, log_time, stock_code, final_price, without_loss=False): # final_price와 diff를 받으면, 해당 가격으로 그냥 매도한다는 의미 # final_price와 diff가 None이면 장부가와 final 중 max로 팔겠다는 의미 # final_price가 0이고 diff가 None이면 장부가로 팔겠다는 의미임 orderNum = None jangoDic = self.requstJango() if jangoDic and len(jangoDic.keys()) > 0: for code in jangoDic: if code == "A" + stock_code: if jangoDic[code]['매도가능'] > 0: if without_loss: if final_price - jangoDic[code]['장부가'] > jangoDic[code]['장부가']*0.02: orderNum = self.requestOrder(OrderType.sell, stock_code, jangoDic[code]['매도가능'], final_price) return orderNum, log_time.strftime('%Y%m%d %H%M%S'), jangoDic[code]['매도가능'], final_price else: #max_price = max(jangoDic[code]['장부가'], final_price) # 10% 이상 수익이어야 매도한다. max_price = int(jangoDic[code]['장부가'] * 1.10) if max_price <= final_price: # 2% 이상 상승이면 매도 가능함 sell_price = (int(max_price) - int(max_price) % 2) orderNum = self.requestOrder(OrderType.sell, stock_code, jangoDic[code]['매도가능'], sell_price) return orderNum, log_time.strftime('%Y%m%d %H%M%S'), jangoDic[code]['매도가능'], sell_price return orderNum, None, None, None def getCompanyInfo(self): self.cursor_stock.execute('SELECT distinct code, name FROM stock order by code') all_stocks = self.cursor_stock.fetchall() valid_company = dict() self.cursor_stock.execute('select CODE, NAME, max(ymd) as ymd from fnguide where type != "E" and sales > 0 group by 1 order by sales desc') items = self.cursor_stock.fetchall() for i, item in enumerate(items): if i < 2000: valid_company[item[0]] = i return all_stocks, valid_company def getSlowK(self, stock_code): slow_k, p_slow_k, slow_k_week, p_slow_k_week, slow_k_month, p_slow_k_month = -1, -1, -1, -1, -1, -1 self.cursor_stock.execute('select stochastic_slow_k, max(ymd) from stock_analysis where code=? group by 1 order by ymd desc', (stock_code,)) items = self.cursor_stock.fetchall() if items is not None and len(items) > 1: for i, item in enumerate(items): if i == 0: slow_k = item[0] elif i == 1: p_slow_k = item[0] else: break self.cursor_stock.execute('select stochastic_slow_k, max(ymd) from stock_analysis_weekly where code=? group by 1 order by ymd desc', (stock_code, )) items = self.cursor_stock.fetchall() if items is not None and len(items)>1: for i, item in enumerate(items): if i == 0: slow_k_week = item[0] elif i == 1: p_slow_k_week = item[0] else: break self.cursor_stock.execute('select stochastic_slow_k, max(ymd) from stock_analysis_monthly where code=? group by 1 order by ymd desc', (stock_code, )) items = self.cursor_stock.fetchall() if items is not None and len(items)>1: for i, item in enumerate(items): if i == 0: slow_k_month = item[0] elif i == 1: p_slow_k_month = item[0] else: break if slow_k is None or p_slow_k is None: slow_k, p_slow_k = -1, -1 if slow_k_week is None or p_slow_k_week is None: slow_k_week, p_slow_k_week = -1, -1 if slow_k_month is None or p_slow_k_month is None: slow_k_month, p_slow_k_month = -1, -1 return slow_k, p_slow_k, slow_k_week, p_slow_k_week, slow_k_month, p_slow_k_month def getBuyCount(self, stock_code, valid_company, bs_buy_price, slow_k_kospi, p_slow_k_kospi, slow_k_week_kospi, p_slow_k_week_kospi, slow_k_month_kospi, p_slow_k_month_kospi): base_price = 5000 if stock_code in valid_company: if 0 < valid_company[stock_code] <= 250: base_price = 20000 elif 250 < valid_company[stock_code] <= 500: base_price = 10000 elif 500 < valid_company[stock_code] <= 1000: base_price = 5000 elif 1000 < valid_company[stock_code] <= 1500: base_price = 2000 else: base_price = 1000 # kospi 상태 파악 type_kospi = {'day':1, 'week':1, 'month':1} if slow_k_kospi < p_slow_k_kospi: if slow_k_kospi < 20: type_kospi['day'] = 4 if 20 < slow_k_kospi < 30: type_kospi['day'] = 3 if 30 < slow_k_kospi < 40: type_kospi['day'] = 2 if slow_k_week_kospi < p_slow_k_week_kospi: if slow_k_week_kospi < 20: type_kospi['week'] = 4 if 20 < slow_k_week_kospi < 30: type_kospi['week'] = 3 if 30 < slow_k_week_kospi < 40: type_kospi['week'] = 2 if slow_k_month_kospi < p_slow_k_month_kospi: if slow_k_month_kospi < 20: type_kospi['month'] = 4 if 20 < slow_k_month_kospi < 30: type_kospi['month'] = 3 if 30 < slow_k_month_kospi < 40: type_kospi['month'] = 2 type_stock = {'day':1, 'week':1, 'month':1} slow_k, p_slow_k, slow_k_week, p_slow_k_week, slow_k_month, p_slow_k_month = self.getSlowK(stock_code) if slow_k < p_slow_k: if slow_k < 20: type_stock['day'] = 4 if 20 < slow_k < 30: type_stock['day'] = 3 if 30 < slow_k < 40: type_stock['day'] = 2 if slow_k_week < p_slow_k_week: if slow_k_week < 20: type_stock['week'] = 4 if 20 < slow_k_week < 30: type_stock['week'] = 3 if 30 < slow_k_week < 40: type_stock['week'] = 2 if slow_k_month < p_slow_k_month: if slow_k_month < 20: type_stock['month'] = 4 if 20 < slow_k_month < 30: type_stock['month'] = 3 if 30 < slow_k_month < 40: type_stock['month'] = 2 if (type_kospi['day'] == 1 and type_kospi['week'] == 1 and type_kospi['month'] == 1 and type_stock['day'] == 1 and type_stock['week'] == 1 and type_stock['month'] == 1): return 0 max_price = math.log(type_kospi['day']*type_kospi['week']*type_kospi['month']*type_stock['day']*type_stock['week']*type_stock['month'], 1.3) * base_price buy_count = int(math.floor(max_price / bs_buy_price)) return buy_count def buyRealTime(self, today, n = 200): print ("START...") THIS_TIME = datetime.now() slow_k_kospi, p_slow_k_kospi, slow_k_week_kospi, p_slow_k_week_kospi, slow_k_month_kospi, p_slow_k_month_kospi = self.getSlowK("^KS11") all_stocks, valid_company = self.getCompanyInfo() while datetime.strptime(today + " 070000", '%Y%m%d %H%M%S') < THIS_TIME < datetime.strptime(today + " 153100", '%Y%m%d %H%M%S'): # 1515 까지만 매수를 시도한다. if datetime.strptime(today + " 090000", '%Y%m%d %H%M%S') < THIS_TIME < datetime.strptime(today + " 151500", '%Y%m%d %H%M%S'): # 매도를 체크한다. self.sellStocks() for idx, item in enumerate(all_stocks): if THIS_TIME < datetime.strptime(today + " 090000", '%Y%m%d %H%M%S') or datetime.strptime(today + " 151500", '%Y%m%d %H%M%S') < THIS_TIME: break time.sleep(0.1) stock_code = item[0] stock_name = item[1] if ((stock_name.lower().find('ch') >= 0 or stock_name.find('차이나') >= 0 or stock_name.find('바이오') >= 0 or stock_name.find('제약') >= 0 or stock_name.find('약품') >= 0 or stock_name.find('스팩') >= 0 or re.search("\d.*?호", stock_name) is not None) or stock_code not in valid_company): continue print("%5d: %8s, %-50s" % (idx, stock_code, stock_name)) stock = self.stockStatus.fetchLastData(self.cursor_stock, stock_code, n) try: self.getRealTime_DailyCheck(today, stock_code, stock) data = self.stockStatus.analyze(stock, self.analyzed_day) except: print("#ERROR:", stock_code, stock_name) continue # 분석일 데이터만 활용한다 (이전 데이터는 제거) data.drop(data.index[:len(data) - self.analyzed_day], inplace=True) bsLine, data = self.buySellChecker.checkTransactionWithEnvelope(data, stock_code, self.analyzed_day, isRealTime=False) # 미체결 기록을 가져와서 10분 이상 된 매수 주문을 취소 한다. ORDER_LIST = self.requestOrderList() orderListToCancel = self.orderChecker.cancel(today, "A" + stock_code, ORDER_LIST, mins=10) if len(orderListToCancel) > 0: self.cancelOrderList(orderListToCancel) # 다음 조건이면 매수한다. if len(data) > 10 and max(bsLine['buy'][len(bsLine['buy']) - 1:]) > 1000: if not self.orderChecker.exist(today, "A" + stock_code, hours=9): last_index = len(bsLine['buy'])-1 if 0 < bsLine['buy'][last_index] < 200000: bs_buy_price = bsLine['buy'][last_index] bs_buy_weight = bsLine['buy_weight'][last_index] buy_count = self.getBuyCount(stock_code, valid_company, bs_buy_price, slow_k_kospi, p_slow_k_kospi, slow_k_week_kospi, p_slow_k_week_kospi, slow_k_month_kospi, p_slow_k_month_kospi) if buy_count > 0: # 매수를 주문한다. orderNum = self.requestOrder(OrderType.buy, stock_code, buy_count, bs_buy_price) self.orderChecker.buy(today, "A" + stock_code, buy_count, bs_buy_price, orderNum) # slackbot에 메시지를 보냄 self.slackBot.post_to_slack(stock_code, stock_name, "BUY", bsLine['buy'][len(bsLine['buy']) - 1], buy_count) # 로그 출력 print("BUY", THIS_TIME.strftime('%Y%m%d %H%M%S'), orderNum, stock_code, stock_name, bs_buy_price, buy_count) # 다음 조건이면 매도한다. if len(data) > 10 and max(bsLine['sell'][len(bsLine['sell']) - 1:]) > 1000: bs_sell_price = bsLine['sell'][len(bsLine['sell']) - 1] check = self.sellStocks(stock_code, bs_sell_price) if check: # slackbot에 메시지를 보냄 self.slackBot.post_to_slack(stock_code, stock_name, "SELL", bsLine['sell'][len(bsLine['sell']) - 1], 'ALL') # 로그 출력 print("SELL", THIS_TIME.strftime('%Y%m%d %H%M%S'), stock_code, stock_name, bs_sell_price) """ elif datetime.strptime(today + " 151530", '%Y%m%d %H%M%S') < THIS_TIME < datetime.strptime(today + " 151600", '%Y%m%d %H%M%S'): # 3시 15분 30초부터 3시 16분 사이는 잔량을 매도한다. #### # 손해 보지 않는 가격에 매도한다. #### # 주문 리스트를 가져온다. orderList = self.requestOrderList() # 15:10:00 이후라면 모든 미체결 취소한다. self.cancelOrderList(orderList) for idx, item in enumerate(all_stocks): stock_code = item[0] stock_name = item[1] # 매도 가격을 가져온다. orderNum, sell_time, jango, sell_price = self.getSellingPrice(THIS_TIME, stock_code, final_price=-1, without_loss=True) # 로그 출력 print("SELL", sell_time, stock_code, stock_name, -1, str(orderNum), jango, sell_price) """ time.sleep(3600) THIS_TIME = datetime.now() return def updteTodayStock(self, db_filename, stock_code, today_str): bsLine, data = self.labelChecker.makeCandidate(stock_code, today_str) self.labelChecker.updateLabel(db_filename, stock_code, bsLine, data, today_str) return if __name__ == "__main__": today = datetime.today() PROJECT_HOME = os.getcwd() RESOURCE_PATH = os.path.join(PROJECT_HOME, "resources") hts = HTS_Stocks(RESOURCE_PATH) hts.connect2DB("hts.db") hts.connect2StockDB() today_str = today.strftime('%Y%m%d') hts.buyRealTime(today_str) hts.disconnectStockDB() hts.disconnect() print ("done...")