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dosangyoon
2022-02-02 05:36:55 +09:00
parent 2d4f759ab6
commit 198169493b
15 changed files with 3260 additions and 315 deletions
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415
stockpredictor/analysis/Common.py
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@@ -48,292 +48,212 @@ class Common:
return True
return False
def getStochasticScore(self, stock, i):
score = 0
if (stock[i - 1]['slow_k'] < stock[i]['slow_k'] and
stock[i]['slow_d'] < stock[i]['slow_k']):
if stock[i]['slow_k'] < 5:
score = 8
elif 5 <= stock[i]['slow_k'] < 10:
score = 7
elif 10 <= stock[i]['slow_k'] < 15:
score = 6
elif 15 <= stock[i]['slow_k'] < 20:
score = 5
elif 20 <= stock[i]['slow_k'] < 30:
score = 4
elif 30 <= stock[i]['slow_k'] < 40:
score = 3
elif 40 <= stock[i]['slow_k'] < 50:
score = 2
else:
score = 1
if (stock[i - 1]['slow_k'] > stock[i]['slow_k'] and
stock[i - 1]['slow_k'] > stock[i - 1]['slow_d'] and
stock[i]['slow_k'] < stock[i]['slow_d']):
if stock[i]['slow_k'] > 90:
score = -6
elif 90 >= stock[i]['slow_k'] > 80:
score = -5
elif 80 >= stock[i]['slow_k'] > 70:
score = -4
elif 70 >= stock[i]['slow_k'] > 60:
score = -3
elif 60 >= stock[i]['slow_k'] > 50:
score = -2
else:
score = -1
return score
def getBolingerBandScore(self, stock, i):
return 0
def getIchimokuCloudScore(self, stock, i):
score = 0
if stock[i - 1]['leadingSpan1'] != 0 and stock[i - 1]['leadingSpan2'] != 0:
# 후행스팬 > 선행스펜 일때, 후행스펜 > 어제 주가 > 선행스팬 이고, 오늘 주가 > 후행스팬 < 선행스팬 이라면, 매수 2점
if (stock[i - 1]['leadingSpan2'] > stock[i - 1]['leadingSpan1'] and stock[i]['leadingSpan2'] > stock[i]['leadingSpan1']):
if (stock[i - 1]['leadingSpan2'] > stock[i - 1]['close'] > stock[i - 1]['leadingSpan1'] and
stock[i]['close'] > stock[i]['leadingSpan2'] > stock[i - 1]['leadingSpan1']):
score = 2
# 후행스팬 > 선행스펜 일때, 후행스펜 > 선행스팬 > 어제 주가 이고, 오늘 주가 > 후행스팬 < 선행스팬 이라면, 매수 4점
if (stock[i - 1]['leadingSpan2'] > stock[i - 1]['leadingSpan1'] and stock[i]['leadingSpan2'] > stock[i]['leadingSpan1']):
if (stock[i - 1]['leadingSpan2'] > stock[i - 1]['leadingSpan1'] > stock[i - 1]['close'] and
stock[i]['close'] > stock[i]['leadingSpan2'] > stock[i - 1]['leadingSpan1']):
score = 4
# 선행스팬 > 후행스팬 일때, 선행스팬 > 어제 주가 > 후행스팬 이고, 오늘 주가 > 선행스팬 < 후행스팬 이라면, 매수 1점
if (stock[i - 1]['leadingSpan1'] > stock[i - 1]['leadingSpan2'] and stock[i]['leadingSpan1'] > stock[i]['leadingSpan2']):
if (stock[i - 1]['leadingSpan1'] > stock[i - 1]['close'] > stock[i - 1]['leadingSpan2'] and
stock[i]['close'] > stock[i]['leadingSpan1'] > stock[i - 1]['leadingSpan2']):
score = 1
# 선행스팬 > 후행스팬 일때, 선행스팬 > 후행스팬 > 어제 주가 이고, 오늘 주가 > 선행스팬 < 후행스팬 이라면, 매수 3점
if (stock[i - 1]['leadingSpan1'] > stock[i - 1]['leadingSpan2'] and stock[i]['leadingSpan1'] > stock[i]['leadingSpan2']):
if (stock[i - 1]['leadingSpan1'] > stock[i - 1]['leadingSpan2'] > stock[i - 1]['close'] and
stock[i]['close'] > stock[i]['leadingSpan1'] > stock[i - 1]['leadingSpan2']):
score = 3
# 어제는 주가가 선행이나 후행스팬 위에 있었지만, 오늘은 두 스팬 모두 아래로 내려왔을 때 매도
if (stock[i - 1]['close'] > stock[i - 1]['leadingSpan1'] or stock[i - 1]['close'] > stock[i - 1]['leadingSpan2']):
if (stock[i]['close'] < stock[i]['leadingSpan1'] and stock[i]['close'] < stock[i]['leadingSpan2']):
score = -1
return score
# YANGBONG
# 어제 음봉 이후 장대양봉이었다면, 매수
def checkLongYangBongAfterUmBong(self, stock, i):
if i > 0:
if stock[i-1]['close'] < stock[i-1]['open']: # 어제가 음봉인지 체크
if stock[i]['open'] < stock[i]['close'] and stock[i]['close'] == stock[i]['high']: # 오늘 장대양봉인지 체크
if stock[i-1]['volume']*2 < stock[i]['volume']: # 어제 거래량 보다 두배 이상일 때
def checkLongYangBongAfterUmBong(self, stock):
if len(stock['close']) > 2:
if stock['close'][1] < stock['open'][1]: # 어제가 음봉인지 체크
if stock['open'][0] < stock['close'][0] and stock['close'][0] == stock['high'][0]: # 오늘 장대양봉인지 체크
if stock['volume'][1]*2 < stock['volume'][0]: # 어제 거래량 보다 두배 이상일 때
return "UMYANG_"
return ""
def checkDoji(self, stock, i):
def checkDoji(self, stock):
# 하락 추세이고, 그저께, 어제 음봉이고, 오늘 도지인지 체크한다
if i > 2:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i - 1]['close'] < stock[i - 2]['close']:
if stock['close'][1] < stock['close'][2]:
# 그저께와 어제가 음봉인지 체크
if stock[i-2]['close'] < stock[i-2]['open'] and stock[i-1]['close'] < stock[i-1]['open']:
if stock['close'][2] < stock['open'][2] and stock['close'][1] < stock['open'][1]:
# 도지 체크
if stock[i]['open'] == stock[i]['close'] and stock[i]['low'] < stock[i]['close'] < stock[i]['high']:
if stock['open'][0] == stock['close'][0] and stock['low'][0] < stock['close'][0] < stock['high'][0]:
return "DOJI_"
return ""
def checkGravestone(self, stock, i):
def checkGravestone(self, stock):
# 상승 추세이고, 어제 양봉이고, 오늘 그레이브스톤인지 체크한다
if i > 2:
if len(stock['close']) > 2:
# 상승 추세이고
if stock[i-2]['close'] < stock[i - 1]['close']:
if stock['close'][2] < stock['close'][1]:
# 어제 양봉인지 체크
if stock[i-1]['open'] < stock[i-1]['close']:
if stock['open'][1] < stock['close'][1]:
# 오늘 그레이브스톤인지 체크한다
if stock[i]['open'] == stock[i]['close'] == stock[i]['low'] and stock[i]['low'] < stock[i]['high']:
if stock['open'][0] == stock['close'][0] == stock['low'][0] and stock['low'][0] < stock['high'][0]:
return "GRAVESTONE_"
return ""
# 하락 추세에서 드레곤플라이가 나오면 매수
def checkDragonfly(self, stock, i):
def checkDragonfly(self, stock):
# 하락 추세이고, 그저께, 어제 음봉이고, 오늘 드레곤플라이인지 체크한다
if i > 1:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i - 1]['close'] < stock[i - 2]['close']:
if stock['close'][1] < stock['close'][1]:
# 그저께와 어제가 음봉인지 체크
if stock[i - 2]['close'] < stock[i - 2]['open'] and stock[i - 1]['close'] < stock[i - 1]['open']:
if stock['close'][2] < stock['open'][2] and stock['close'][1] < stock['open'][1]:
# 오늘 드레곤플라이인지 체크한다
if stock[i]['open'] == stock[i]['close'] == stock[i]['high'] and stock[i]['low'] < stock[i]['high']:
if stock['open'][0] == stock['close'][0] == stock['high'][0] and stock['low'][0] < stock['high'][0]:
return "DRAGONEFLY_"
return ""
def checkHammer(self, stock, i):
def checkHammer(self, stock):
# 하락 추세이고, 그저께, 어제 음봉이고, 오늘 해머인지 체크한다
if i > 1:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i - 1]['close'] < stock[i - 2]['close']:
if stock['close'][1] < stock['close'][1]:
# 그저께와 어제가 음봉인지 체크
if stock[i - 2]['close'] < stock[i - 2]['open'] and stock[i - 1]['close'] < stock[i - 1]['open']:
if stock['close'][2] < stock['open'][2] and stock[1]['close'] < stock[1]['open']:
# 오늘 해머인지 체크한다
if stock[i]['open'] < stock[i]['close']:
if (stock[i]['close'] - stock[i]['open']) * 2 < stock[i]['open'] - stock[i]['low']:
if stock['open'][0] < stock['close'][0]:
if (stock['close'][0] - stock['open'][0]) * 2 < stock['open'][0] - stock['low'][0]:
# 윗꼬리가 몸통보다 짧아야 한다.
if stock[i]['high'] - stock[i]['close'] < stock[i]['close'] - stock[i]['open']:
if stock['high'][0] - stock['close'][0] < stock['close'][0] - stock['open'][0]:
return "HAMMER_"
if stock[i]['close'] < stock[i]['open']:
if (stock[i]['open'] - stock[i]['close']) * 2 < stock[i]['close'] - stock[i]['low']:
if stock['close'][0] < stock['open'][0]:
if (stock['open'][0] - stock['close'][0]) * 2 < stock['close'][0] - stock['low'][0]:
# 윗꼬리가 몸통보다 짧아야 한다.
if stock[i]['high'] - stock[i]['open'] < stock[i]['open'] - stock[i]['close']:
if stock['high'][0] - stock['open'][0] < stock['open'][0] - stock['close'][0]:
return "HAMMER_"
return ""
def checkHangingman(self, stock, i):
def checkHangingman(self, stock):
# 상승 추세이고, 어제 양봉이고, 오늘 행잉맨인지 체크한다
if i > 2:
if len(stock['close']) > 2:
# 상승 추세이고
if stock[i-2]['close'] < stock[i - 1]['close']:
if stock['close'][2] < stock['close'][1]:
# 어제 양봉인지 체크
if stock[i-1]['open'] < stock[i-1]['close']:
if stock['open'][1] < stock['close'][1]:
# 오늘 해머인지 체크한다
if stock[i]['open'] < stock[i]['close']:
if (stock[i]['close'] - stock[i]['open']) * 2 < stock[i]['open'] - stock[i]['low']:
if stock['open'][0] < stock['close'][0]:
if (stock['close'][0] - stock['open'][0]) * 2 < stock['open'][0] - stock['low'][0]:
# 윗꼬리가 몸통보다 짧아야 한다.
if stock[i]['high'] - stock[i]['close'] < stock[i]['close'] - stock[i]['open']:
if stock['high'][0] - stock['close'][0] < stock['close'][0] - stock['open'][0]:
return "HANGINGMAN_"
if stock[i]['close'] < stock[i]['open']:
if (stock[i]['open'] - stock[i]['close']) * 2 < stock[i]['close'] - stock[i]['low']:
if stock['close'][0] < stock['open'][0]:
if (stock['open'][0] - stock['close'][0]) * 2 < stock['close'][0] - stock['low'][0]:
# 윗꼬리가 몸통보다 짧아야 한다.
if stock[i]['high'] - stock[i]['open'] < stock[i]['open'] - stock[i]['close']:
if stock['high'][0] - stock['open'][0] < stock['open'][0] - stock['close'][0]:
return "HANGINGMAN_"
return ""
def checkEngulfingHigh(self, stock, i):
def checkEngulfingHigh(self, stock):
# 하락 추세에서 상승 장악형인지 체크
if i > 2:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i - 1]['close'] < stock[i - 2]['close']:
if stock['close'][1] < stock['close'][2]:
# 그저께와 어제가 음봉인지 체크
if stock[i - 2]['close'] < stock[i - 2]['open'] and stock[i - 1]['close'] < stock[i - 1]['open']:
if stock['close'][2] < stock['open'][2] and stock['close'][1] < stock['open'][1]:
# 오늘 상승장악형인지 체크
if stock[i]['open'] < stock[i]['close']:
if stock[i-1]['open'] < stock[i]['close'] and stock[i]['open'] < stock[i-1]['close']:
if stock['open'][0] < stock['close'][0]:
if stock['open'][1] < stock['close'][0] and stock['open'][0] < stock['close'][1]:
return "ENHIGH_"
return ""
def checkEngulfingLow(self, stock, i):
def checkEngulfingLow(self, stock):
# 상승 추세에서 하락 장악형인지 체크
if i > 2:
if len(stock['close']) > 2:
# 상승 추세이고
if stock[i - 2]['close'] < stock[i - 1]['close']:
if stock['close'][2] < stock['close'][1]:
# 어제 양봉인지 체크
if stock[i - 1]['open'] < stock[i - 1]['close']:
if stock['open'][1] < stock['close'][1]:
# 오늘 하락장악형인지 체크
if stock[i]['close'] < stock[i]['open']:
if stock[i-1]['close'] < stock[i]['open'] and stock[i]['close'] < stock[i-1]['open']:
if stock['close'][0] < stock['open'][0]:
if stock['close'][1] < stock['open'][0] and stock['close'][0] < stock['open'][1]:
return "ENLOW_"
return ""
def checkHaramiHigh(self, stock, i):
def checkHaramiHigh(self, stock):
# # 하락 추세에서 상승포아형인지 체크
if i > 2:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i - 1]['close'] < stock[i - 2]['close']:
if stock['close'][1] < stock['close'][2]:
# 그저께와 어제가 음봉인지 체크
if stock[i - 2]['close'] < stock[i - 2]['open'] and stock[i - 1]['close'] < stock[i - 1]['open']:
if stock['close'][2] < stock['open'][2] and stock['close'][1] < stock['open'][1]:
# 오늘 상승포아형인지 체크
if stock[i]['open'] < stock[i]['close']:
if stock[i-1]['close'] < stock[i]['low'] and stock[i]['high'] < stock[i-1]['open']:
if stock['open'][0] < stock['close'][0]:
if stock['close'][1] < stock['low'][0] and stock['high'][0] < stock['open'][1]:
return "HAHIGH_"
return ""
def checkHaramiLow(self, stock, i):
def checkHaramiLow(self, stock):
# 상승 추세에서 하락 포아형인지 체크
if i > 2:
if len(stock['close']) > 2:
# 상승 추세이고
if stock[i - 2]['close'] < stock[i - 1]['close']:
if stock['close'][2] < stock['close'][1]:
# 어제 양봉인지 체크
if stock[i - 1]['open'] < stock[i - 1]['close']:
if stock['open'][1] < stock['close'][1]:
# 오늘 하락포아형인지 체크
if stock[i]['close'] < stock[i]['open']:
if stock[i-1]['open'] < stock[i]['low'] and stock[i]['high'] < stock[i-1]['close']:
if stock['close'][0] < stock['open'][0]:
if stock['open'][1] < stock['low'][0] and stock['high'][0] < stock['close'][1]:
return "HALOW_"
return ""
def checkPiercing(self, stock, i):
def checkPiercing(self, stock):
# 하락 추세에서 관통형인지 체크
if i > 2:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i - 1]['close'] < stock[i - 2]['close']:
if stock['close'][1] < stock['close'][2]:
# 그저께와 어제가 음봉인지 체크
if stock[i - 2]['close'] < stock[i - 2]['open'] and stock[i - 1]['close'] < stock[i - 1]['open']:
if stock['close'][2] < stock['open'][2] and stock['close'][1] < stock['open'][1]:
# 오늘 관통형인지 체크
if stock[i]['open'] < stock[i]['close']:
if stock[i]['open'] < stock[i-1]['low'] and (stock[i-1]['close'] + stock[i-1]['open'])/2 < stock[i]['close'] < stock[i-1]['close']:
if stock['open'][0] < stock['close'][0]:
if stock['open'][0] < stock['low'][1] and (stock['close'][1] + stock['open'][1])/2 < stock['close'][0] < stock['close'][1]:
return "PIERCING_"
return ""
def checkDarkCloud(self, stock, i):
def checkDarkCloud(self, stock):
# 상승 추세에서 흑운형인지 체크
if i > 2:
if len(stock['close']) > 2:
# 상승 추세이고
if stock[i - 2]['close'] < stock[i - 1]['close']:
if stock['close'][2] < stock['close'][1]:
# 어제 양봉인지 체크
if stock[i - 1]['open'] < stock[i - 1]['close']:
if stock['open'][1] < stock['close'][1]:
# 오늘 흑운형인지 체크
if stock[i]['close'] < stock[i]['open']:
if stock[i-1]['high'] < stock[i]['open'] and stock[i-1]['open'] < stock[i]['close'] < (stock[i-1]['open'] + stock[i-1]['close'])/2:
if stock['close'][0] < stock['open'][0]:
if stock['high'][1] < stock['open'][0] and stock['open'][1] < stock['close'][0] < (stock['open'][1] + stock['close'][1])/2:
return "DARKCLOUD_"
return ""
def checkMorningstar(self, stock, i):
def checkMorningstar(self, stock):
# 하락 추세에서 샛별인지 체크
if i > 3:
if len(stock['close']) > 2:
# 하락 추세이고
if stock[i-1]['close'] < stock[i-2]['close']:
if stock['close'][1] < stock['close'][2]:
# 그저께와 어제가 음봉인지 체크
if stock[i - 2]['close'] < stock[i - 2]['open'] and stock[i - 1]['close'] < stock[i - 1]['open']:
if stock['close'][2] < stock['open'][2] and stock['close'][1] < stock['open'][1]:
# 오늘 샛별인지 체크
# 어제 갭 체크
if stock[i-1]['open'] < stock[i - 2]['close'] and stock[i-1]['close'] < stock[i - 2]['close']:
if stock['open'][1] < stock['close'][2] and stock['close'][1] < stock['close'][2]:
# 오늘 시가가 어제 종가보다 높으며 양봉
if stock[i-1]['close'] < stock[i]['open'] < stock[i]['close']:
if stock['close'][1] < stock['open'][0] < stock['close'][0]:
return "MORNINGSTAR_"
return ""
def checkEveningstar(self, stock, i):
def checkEveningstar(self, stock):
# 상승 추세에서 저녁별형인지 체크
if i > 3:
if len(stock['close']) > 2:
# 상승 추세이고
if stock[i-2]['close'] < stock[i-1]['close']:
if stock['close'][2] < stock['close'][1]:
# 어제 양봉인지 체크
if stock[i-1]['open'] < stock[i-1]['close']:
if stock['open'][1] < stock['close'][1]:
# 오늘 저녁별형인지 체크
# 어제 갭 체크
if stock[i-2]['close'] < stock[i-1]['open'] and stock[i-2]['close'] < stock[i-1]['close']:
if stock['close'][2] < stock['open'][1] and stock['close'][2] < stock['close'][1]:
# 오늘 시가가 어제 종가보다 낮으며 음봉
if stock[i]['close'] < stock[i-1]['open'] < stock[i-1]['close']:
if stock['close'][0] < stock['open'][1] < stock['close'][1]:
return "EVENINGSTAR_"
return ""
def checkAllUpperCross(self, stock, i):
if i > 10:
if stock[i]['avg5'] < stock[i]['close'] and stock[i]['avg20'] < stock[i]['close'] and stock[i]['avg60'] < stock[i]['close'] and stock[i]['avg120'] < stock[i]['close']:
def checkAllUpperCross(self, stock):
if len(stock['close']) > 10:
if stock['avg5'][0] < stock['close'][0] and stock['avg20'][0] < stock['close'][0] and stock['avg60'][0] < stock['close'][0] and stock['avg120'][0] < stock['close'][0]:
for j in range(1, 6):
if stock[i-j]['close'] < stock[i-j]['avg5'] and stock[i-j]['close'] < stock[i-j]['avg20'] and stock[i-j]['close'] < stock[i-j]['avg60'] and stock[i-j]['close'] < stock[i-j]['avg120']:
if stock['close'][j] < stock['avg5'][j] and stock['close'][j] < stock['avg20'][j] and stock['close'][j] < stock['avg60'][j] and stock['close'][j] < stock['avg120'][j]:
return "ALLUPPER_"
return ""
def check_golded_cross(self, stock, i):
if i > 1:
def check_golded_cross(self, stock):
if len(stock['close']) > 1:
# 60 -> 120
# 오늘 지수는 120 < 60 < 20 < 5
# 어제 지수는 60 < 120 이었다.
@@ -341,40 +261,40 @@ class Common:
# 5일과 20일선은 상승 중이며, 60일선이 120일 선을 뚫고 올라온 순간인지 체크함 (삼성전자 2021-07-29)
# 이때 바로 매수하지 않는다.
# 이 시점 이후로 5일선이 20일선을 하방으로 뚫었다가 다시 20일선을 상방으로 뚫는 순간 매수를 시도한다.
if stock[i]['avg120'] < stock[i]['avg60'] < stock[i]['avg20'] < stock[i]['avg5']:
if stock[i-1]['avg120'] > stock[i-1]['avg60']:
if (stock[i-1]['avg60'] < stock[i]['avg60'] and stock[i-1]['avg20'] < stock[i]['avg20'] and stock[i-1]['avg5'] < stock[i]['avg5']):
if stock['avg120'][0] < stock['avg60'][0] < stock['avg20'][0] < stock['avg5'][0]:
if stock['avg120'][1] > stock['avg60'][1]:
if (stock['avg60'][1] < stock['avg60'][0] and stock['avg20'][1] < stock['avg20'][0] and stock['avg5'][1] < stock['avg5'][0]):
return "GOLDEN#1_"
# 20 -> 120: 5일과 20일, 60일선은 상승 중이며, 20일선이 120일 선을 뚫고 올라온 순간인지 체크 (SK 2021-12-09, 나노스 2021-02-04)
# 어제는 60일선 < 20일선 < 120일선 < 5일선이지만, 오늘은 60일선 < 120일선 < 20일선 < 5일선
# 이때 바로 매수하지 않는다.
# 이 시점 이후로 5일선이 20일선을 하방으로 뚫었다가 다시 20일선을 상방으로 뚫는 순간 매수를 시도한다.
if stock[i]['avg60'] < stock[i]['avg120'] < stock[i]['avg20'] < stock[i]['avg5']:
if stock[i-1]['avg60'] < stock[i-1]['avg20'] < stock[i]['avg120'] < stock[i]['avg5']:
if (stock[i-1]['avg60'] < stock[i]['avg60'] and stock[i-1]['avg20'] < stock[i]['avg20'] and stock[i-1]['avg5'] < stock[i]['avg5']):
if stock['avg60'][0] < stock['avg120'][0] < stock['avg20'][0] < stock['avg5'][0]:
if stock['avg60'][1] < stock['avg20'][1] < stock['avg120'][0] < stock['avg5'][0]:
if (stock['avg60'][1] < stock['avg60'][0] and stock['avg20'][1] < stock['avg20'][0] and stock['avg5'][1] < stock['avg5'][0]):
return "GOLDEN#2_"
# 20 -> 120: 5일과 20일, 60일선은 상승 중이며, 20일선이 120일 선을 뚫고 올라온 순간인지 체크 (갤럭시아머니트리 2021-02-08)
# 어제는 60일선 < 120일선 < 5일선 < 20일선이지만, 오늘은 60일선 < 120일선 < 20일선 < 5일선
if stock[i]['avg60'] < stock[i]['avg120'] < stock[i]['avg20'] < stock[i]['avg5']:
if stock[i-1]['avg60'] < stock[i-1]['avg20'] < stock[i]['avg120'] < stock[i]['avg5']:
if (stock[i-1]['avg60'] < stock[i]['avg60'] and stock[i-1]['avg20'] < stock[i]['avg20'] and stock[i-1]['avg5'] < stock[i]['avg5']):
if stock['avg60'][0] < stock['avg120'][0] < stock['avg20'][0] < stock['avg5'][0]:
if stock['avg60'][1] < stock['avg20'][1] < stock['avg120'][0] < stock['avg5'][0]:
if (stock['avg60'][1] < stock['avg60'][0] and stock['avg20'][1] < stock['avg20'][0] and stock['avg5'][1] < stock['avg5'][0]):
return "GOLDEN#3_"
return ""
def check_bearmarket_buying(self, stock, stochastic, i):
if i > 1:
def check_bearmarket_buying(self, stock):
if len(stock['close']) > 1:
# 5일선 상승 시점 확인 (SK 2020년 3월 24일)
# 어제는 5일선 < 20일선 < 120일선 < 60일선이며, 오늘은 20일선 < 120일선 < 60일선
# 어제와 오늘 모두 20일, 60일, 120일선은 모두 하락이다.
# 어제 종가보다 오늘 종가가 높고, 종가는 5일선 위에 올라왔다.
# 오늘 slow_k는 30 이하이며, 어제는 slow_d가 높았지만, 오늘은 slow_k가 더 높음
if (stock[i-1]['avg5'] < stock[i-1]['avg20'] < stock[i-1]['avg120'] < stock[i]['avg60']) and (stock[i]['avg20'] < stock[i-1]['avg120'] < stock[i]['avg60']):
if stock[i]['avg120'] < stock[i-1]['avg120'] and stock[i]['avg60'] < stock[i-1]['avg60'] and stock[i]['avg20'] < stock[i-1]['avg20']:
if stock[i-1]['close'] <= stock[i]['close'] and stock[i]['avg5'] <= stock[i]['close']:
if (stochastic[i]['slow_k'] < 30 and (stochastic[i-1]['slow_k'] < stochastic[i-1]['slow_d'] and stochastic[i]['slow_d'] < stochastic[i]['slow_k'])):
if (stock['avg5'][1] < stock['avg20'][1] < stock['avg120'][1] < stock['avg60'][0]) and (stock['avg20'][0] < stock['avg120'][1] < stock['avg60'][0]):
if stock['avg120'][0] < stock['avg120'][1] and stock['avg60'][0] < stock['avg60'][1] and stock['avg20'][0] < stock['avg20'][1]:
if stock['close'][1] <= stock['close'][0] and stock['avg5'][0] <= stock['close'][0]:
if (stock['stochastic_slow_k'][0] < 30 and (stock['stochastic_slow_k'][1] < stock['stochastic_slow_d'][1] and stock['stochastic_slow_d'][0] < stock['stochastic_slow_k'][0])):
return "BEARMARKET#1_"
# 5일선 상승 시점 확인 (원풍물산 2020년 3월 24일, NHN한국사이버결제 2018년 11월 2일)
@@ -382,24 +302,24 @@ class Common:
# 어제와 오늘 모두 20일, 60일, 120일선은 모두 하락이다.
# 어제 종가보다 오늘 종가가 높고, 종가는 5일선 위에 올라왔다.
# 오늘 slow_k는 30 이하이며, 어제는 slow_d가 높았지만, 오늘은 slow_k가 더 높음
if (stock[i-1]['avg5'] < stock[i-1]['avg20'] < stock[i-1]['avg60'] < stock[i]['avg120']) and (stock[i]['avg20'] < stock[i-1]['avg60'] < stock[i]['avg120']):
if stock[i]['avg120'] < stock[i-1]['avg120'] and stock[i]['avg60'] < stock[i-1]['avg60'] and stock[i]['avg20'] < stock[i-1]['avg20']:
if stock[i-1]['close'] <= stock[i]['close'] and stock[i]['avg5'] <= stock[i]['close']:
if (stochastic[i]['slow_k'] < 30 and (stochastic[i-1]['slow_k'] < stochastic[i-1]['slow_d'] and stochastic[i]['slow_d'] < stochastic[i]['slow_k'])):
if (stock['avg5'][1] < stock['avg20'][1] < stock['avg60'][1] < stock['avg120'][0]) and (stock['avg20'][0] < stock['avg60'][1] < stock['avg120'][0]):
if stock['avg120'][0] < stock['avg120'][1] and stock['avg60'][0] < stock['avg60'][1] and stock['avg20'][0] < stock['avg20'][1]:
if stock['close'][1] <= stock['close'][0] and stock['avg5'][0] <= stock['close'][0]:
if (stock['stochastic_slow_k'][0] < 30 and (stock['stochastic_slow_k'][1] < stock['stochastic_slow_d'][1] and stock['stochastic_slow_d'][0] < stock['stochastic_slow_k'][0])):
return "BEARMARKET#2_"
return ""
def check_stochastic(self, stock, stochastic, i):
if i > 2:
def check_stochastic(self, stock):
if len(stock['close']) > 60:
# 스토케스틱이 15 이하인 경우
# 어제보다 slow_k가 상승했고, 오늘 slow_k가 slow_d 위에 있는 경우,
if stochastic[i]['slow_k'] < 15:
if stochastic[i-1]['slow_k'] < stochastic[i]['slow_k'] and stochastic[i]['slow_d'] < stochastic[i]['slow_k']:
if stock['stochastic_slow_k'][0] < 15:
if stock['stochastic_slow_k'][1] < stock['stochastic_slow_k'][0] and stock['stochastic_slow_d'][0] < stock['stochastic_slow_k'][0]:
return "STOCHASTIC_"
return ""
def check_stochastic_buying(self, stock, stochastic, ichimoku, i):
if i > 3:
if len(stock['close']) > 60:
# 삼성전자 2020년 11월 4일
# 어제는 slow_K가 Slow_d 아래였지만, 오늘은 slow_K가 Slow_d 보다 높다.
# 에제의 slow_k는 20보다 작고, 오늘의 slow_K는 30보다 작다
@@ -422,29 +342,29 @@ class Common:
def check_Dolpa(self, stock, i, avg1, avg2):
upper_index = 0
if len(stock) > 2:
if len(stock['close']) > 2:
if stock[i-1]["avg"+avg1] < stock[i-1]["avg"+avg2] and stock[i]["avg"+avg1] > stock[i]["avg"+avg2]:
return avg1+"_"+avg2+"_"
return ""
def check_Dolpa_Jiji(self, stock, i, day='20'):
def check_Dolpa_Jiji(self, stock, day='20'):
upper_index = 0
if len(stock) > 5:
if len(stock['close']) > 5:
for idx in range(1, 5):
# day선을 돌파하는 양봉이고, 종가가 최고가 보다 100 이내이어야 한다.
if stock[-idx]['open'] < stock[-idx]["avg"+day] < stock[-idx]['close'] and stock[-idx]['high'] - 100 <= stock[-idx]['close']:
if stock['open'][idx] < stock["avg"+day][idx] < stock['close'][idx] and stock['high'][idx] - 100 <= stock['close'][idx]:
upper_index = idx
break
if upper_index != 0:
for cidx in range(1, upper_index):
# 해당일의 종가보다 현재의 시가가 높거나 같아야 하며, 현재가는 양봉이어야 한다.
if stock[-upper_index]['close'] <= stock[-cidx]['open'] and stock[-cidx]['open'] < stock[-cidx]['close']:
if stock['close'][upper_index] <= stock['open'][cidx] and stock['open'][cidx] < stock['close'][cidx]:
# 해당 기준일 선은 상승이어야 한다.
if stock[-upper_index]['avg'+day] < stock[-cidx]['avg'+day]:
if stock['avg'+day][upper_index] < stock['avg'+day][cidx]:
return day + "_"
return ""
def check_Dolpa_Jiji_20(self, stock, i):
def check_Dolpa_Jiji_20(self, stock):
"""
top: 이전 5일선이 20일선 위에 있을 때 최고가
top일 체크 사항 (20일 < 5일선)
@@ -452,28 +372,28 @@ class Common:
top < 시가 < 종가 라면 다음날 매수한다.
# https://docs.google.com/presentation/d/1MVuaeRNljqLCdn4dPZmvVdtl2Ab09Zwg/edit#slide=id.gc7b796e645_0_80
"""
if len(stock) > 61:
if stock[i]['avg20'] < stock[i]['close'] and stock[i]['avg20'] < stock[i]['open']:
if stock[i]['avg5'] < stock[i]['avg20']:
if len(stock['close']) > 61:
if stock['avg20'][0] < stock['close'][0] and stock['avg20'][0] < stock['open'][0]:
if stock['avg5'][0] < stock['avg20'][0]:
index1 = -1
for j in range(1, 61):
if stock[i-j]['avg20'] < stock[i-j]['avg5']:
if stock['avg20'][j] < stock['avg5'][j]:
index1 = j
break
top = 0
for j in range(index1+1, 61):
if stock[i - j]['open'] < stock[i - j]['close']:
if top < stock[i - j]['close']:
top = stock[i - j]['close']
if stock['open'][j] < stock['close'][j]:
if top < stock['close'][j]:
top = stock['close'][j]
else:
if top < stock[i - j]['open']:
top = stock[i - j]['open']
if stock[i-j]['avg5'] < stock[i-j]['avg20']:
if top < stock['open'][j]:
top = stock['open'][j]
if stock['avg5'][j] < stock['avg20'][j]:
break
return "5-20_"
return ""
def check_Danta1(self, stock, i):
def check_Danta1(self, stock):
"""
어제 상한가 혹은 상승양봉이 나온다.
오늘 상승 출발을 해야 하며 상승 음봉이 나온다
@@ -483,78 +403,79 @@ class Common:
만약 다음날 시작초가가 오늘 종가보다 높게 상승으로 출발한다면 매수를 한다.
손절가는 오늘 최저가이다.
"""
if stock[i-1]['open'] < stock[i-1]['close'] == stock[i-1]['high']:
if stock[i-1]['close'] < stock[i]['close'] < stock[i]['open'] < stock[i]['high']:
if stock['open'][1] < stock['close'][1] == stock['high'][1]:
if stock['close'][1] < stock['close'][0] < stock['open'][0] < stock['high'][0]:
return "danta1_"
return ""
def check_Danta2(self, stock, i):
def check_Danta2(self, stock):
"""
쐐기, 수렴, 깃대 패턴 확인
# https://docs.google.com/presentation/d/1MVuaeRNljqLCdn4dPZmvVdtl2Ab09Zwg/edit#slide=id.gc7b796e645_0_144
상단 추세선을 돌파하면 매수를 한다.
"""
price_10 = round(stock[i]["close"] / 10)
if stock[-i]["open"] < stock[-i]["close"]:
top = stock[-i]["close"]
bottom = stock[-i]["open"]
price_10 = round(stock["close"][0] / 10)
if stock["open"][0] < stock["close"][0]:
top = stock["close"][0]
bottom = stock["open"][0]
else:
top = stock[-i]["open"]
bottom = stock[-i]["close"]
top = stock["open"][0]
bottom = stock["close"][0]
if len(stock) > 21:
for i in range(2, 21):
if stock[-i]["open"] < stock[-i]["close"]:
if top < stock[-i]["close"]:
top = stock[-i]["close"]
if stock[-i]["open"] < bottom:
bottom = stock[-i]["open"]
if stock["open"][i] < stock["close"][i]:
if top < stock["close"][i]:
top = stock["close"][i]
if stock["open"][i] < bottom:
bottom = stock["open"][i]
else:
if top < stock[-i]["open"]:
top = stock[-i]["open"]
if stock[-i]["close"] < bottom:
bottom = stock[-i]["close"]
if top < stock["open"][i]:
top = stock["open"][i]
if stock["close"][i] < bottom:
bottom = stock["close"][i]
if top - bottom < price_10:
return "danta2_"
return ""
def check_RightArrange(self, stock, i):
def check_RightArrange(self, stock):
"""
어제는 정배열이 아니었는데, 오늘은 정배열인 경우
"""
if len(stock) > 2:
if not (stock[i - 1]["avg120"] < stock[i - 1]["avg60"] < stock[i - 1]["avg20"] < stock[i - 1]["avg5"]) and (stock[i]["avg120"] < stock[i]["avg60"] < stock[i]["avg20"] < stock[i]["avg5"]):
if len(stock['close']) > 2:
if (not (stock["avg120"][1] < stock["avg60"][1] < stock["avg20"][1] < stock["avg5"][1] < stock["close"][1]) and
stock["avg120"][0] < stock["avg60"][0] < stock["avg20"][0] < stock["avg5"][0] < stock["close"][0]):
return "arrange_"
return ""
def checkHigherUmbong(self, stock, i):
def checkHigherUmbong(self, stock):
# 음봉인데 어제보다 종가가 더 높은 경우
# 이 경우 정배열 상태인지도 함께 체크를 한다.
if len(stock) > 3:
if len(stock['close']) > 3:
# 어제는 거래량이 터진 양봉이다.
if stock[i-1]['open'] < stock[i-1]['close'] and 5*stock[i-2]['volume'] < stock[i-1]['volume']:
if stock['open'][1] < stock['close'][1] and 5*stock['volume'][2] < stock['volume'][1]:
# 오늘은 음봉인데, 오늘 종가는 어제 시가보다는 높다
if stock[i]['close'] < stock[i]['open'] and stock[i-1]['open'] < stock[i]['close']:
if stock['close'][0] < stock['open'][0] and stock['open'][1] < stock['close'][0]:
return "HIGHERUMBONG_"
return ""
def check_W1Rise(self, stock, i, limit):
if len(stock) > 5:
rate = round((stock[i]["close"] - stock[i-4]["close"]) / stock[i-4]["close"],2)
def check_W1Rise(self, stock, limit):
if len(stock['close']) > 5:
rate = round((stock["close"][0] - stock["close"][4]) / stock["close"][4],2)
if rate >= limit:
return "1w("+str(rate)+")_"
return ""
def check_D1Fall(self, stock, i, limit):
if len(stock) > 2:
def check_D1Fall(self, stock, limit):
if len(stock['close']) > 2:
# 1000, 900, (900 - 1000) / 900 = -0.111
# 1000, 800, (800 - 1000) / 800 = -0.25
rate = round((stock[i]["close"] - stock[i-1]["close"]) / stock[i-1]["close"], 2)
rate = round((stock["close"][0] - stock["close"][1]) / stock["close"][1], 2)
if rate <= limit:
return "1d("+str(rate)+")_"
return ""