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dsyoon
2024-01-25 08:58:13 +09:00
parent b3602196bb
commit 38be8718e4
2 changed files with 81 additions and 54 deletions
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115
stock/analysis/AnalyzerSqlite.py
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@@ -341,8 +341,8 @@ class AnalyzerSqlite:
cursor = conn.cursor()
sql = 'SELECT ymd, close, open, high, low, volume, '
sql += ' avg3, avg4, avg5, avg6, avg10, avg12, avg20, avg36, avg40, avg48, avg60, avg120, avg200, avg240, avg300, '
sql += ' disparity_avg5, disparity_avg10, disparity_avg20, disparity_avg60, disparity_avg120, '
sql += ' avg3, avg4, avg5, avg6, avg10, avg12, avg20, avg36, avg40, avg48, avg60, avg120, avg200, avg240, avg300, avg360, avg480, avg720, avg1440, '
sql += ' disparity_avg5, disparity_avg10, disparity_avg20, disparity_avg60, disparity_avg120, disparity_avg240, disparity_avg480, '
sql += ' bolingerband_upper, bolingerband_lower, bolingerband_middle, '
sql += ' envelope_upper, envelope_lower, envelope_middle, '
sql += ' ichimokucloud_changeLine, ichimokucloud_baseLine, ichimokucloud_laggingSpan, ichimokucloud_leadingSpan1, ichimokucloud_leadingSpan2, '
@@ -358,8 +358,8 @@ class AnalyzerSqlite:
ymd = []
close, open, high, low, volume = [], [], [], [], []
avg3, avg4, avg5, avg6, avg10, avg12, avg20, avg36, avg40, avg48, avg60, avg120, avg200, avg240, avg300 = [], [], [], [], [], [], [], [], [], [], [], [], [], [], []
disparity_avg5, disparity_avg10, disparity_avg20, disparity_avg60, disparity_avg120 = [], [], [], [], []
avg3, avg4, avg5, avg6, avg10, avg12, avg20, avg36, avg40, avg48, avg60, avg120, avg200, avg240, avg300, avg360, avg480, avg720, avg1440 = [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []
disparity_avg5, disparity_avg10, disparity_avg20, disparity_avg60, disparity_avg120, disparity_avg240, disparity_avg480 = [], [], [], [], [], [], []
bolingerband_upper, bolingerband_lower, bolingerband_middle = [], [], []
envelope_upper, envelope_lower, envelope_middle = [], [], []
ichimokucloud_changeLine, ichimokucloud_baseLine, ichimokucloud_laggingSpan, ichimokucloud_leadingSpan1, ichimokucloud_leadingSpan2 = [], [], [], [], []
@@ -389,36 +389,42 @@ class AnalyzerSqlite:
avg200.append(price[18])
avg240.append(price[19])
avg300.append(price[20])
disparity_avg5.append(price[21])
disparity_avg10.append(price[22])
disparity_avg20.append(price[23])
disparity_avg60.append(price[24])
disparity_avg120.append(price[25])
bolingerband_upper.append(price[26])
bolingerband_lower.append(price[27])
bolingerband_middle.append(price[28])
envelope_upper.append(price[29])
envelope_lower.append(price[30])
envelope_middle.append(price[31])
ichimokucloud_changeLine.append(price[32])
ichimokucloud_baseLine.append(price[33])
ichimokucloud_laggingSpan.append(price[34])
ichimokucloud_leadingSpan1.append(price[35])
ichimokucloud_leadingSpan2.append(price[36])
stochastic_fast_k.append(price[37])
stochastic_slow_k.append(price[38])
stochastic_slow_d.append(price[39])
rsi.append(price[40])
rsis.append(price[41])
macd.append(price[42])
macds.append(price[43])
macdo.append(price[44])
avg360.append(price[21])
avg480.append(price[22])
avg720.append(price[23])
avg1440.append(price[24])
disparity_avg5.append(price[25])
disparity_avg10.append(price[26])
disparity_avg20.append(price[27])
disparity_avg60.append(price[28])
disparity_avg120.append(price[29])
disparity_avg240.append(price[30])
disparity_avg480.append(price[31])
bolingerband_upper.append(price[32])
bolingerband_lower.append(price[33])
bolingerband_middle.append(price[34])
envelope_upper.append(price[35])
envelope_lower.append(price[36])
envelope_middle.append(price[37])
ichimokucloud_changeLine.append(price[38])
ichimokucloud_baseLine.append(price[39])
ichimokucloud_laggingSpan.append(price[40])
ichimokucloud_leadingSpan1.append(price[41])
ichimokucloud_leadingSpan2.append(price[42])
stochastic_fast_k.append(price[43])
stochastic_slow_k.append(price[44])
stochastic_slow_d.append(price[45])
rsi.append(price[46])
rsis.append(price[47])
macd.append(price[48])
macds.append(price[49])
macdo.append(price[50])
stock = {
"ymd": ymd,
"close": close, "open": open, "high": high, "low": low, "volume": volume,
"avg3": avg3, "avg4": avg4, "avg5": avg5, "avg6": avg6, "avg10": avg10, "avg12": avg12, "avg20": avg20, "avg36": avg36, "avg40": avg40, "avg48": avg48, "avg60": avg60, "avg120": avg120, "avg200": avg200, "avg240": avg240, "avg300": avg300,
"disparity_avg5": disparity_avg5, "disparity_avg10": disparity_avg10, "disparity_avg20": disparity_avg20, "disparity_avg60": disparity_avg60, "disparity_avg120": disparity_avg120,
"avg3": avg3, "avg4": avg4, "avg5": avg5, "avg6": avg6, "avg10": avg10, "avg12": avg12, "avg20": avg20, "avg36": avg36, "avg40": avg40, "avg48": avg48, "avg60": avg60, "avg120": avg120, "avg200": avg200, "avg240": avg240, "avg300": avg300, "avg360": avg360, "avg480": avg300, "avg720": avg720, "avg1440": avg1440,
"disparity_avg5": disparity_avg5, "disparity_avg10": disparity_avg10, "disparity_avg20": disparity_avg20, "disparity_avg60": disparity_avg60, "disparity_avg120": disparity_avg120, "disparity_avg240": disparity_avg240, "disparity_avg480": disparity_avg480,
"upper": bolingerband_upper, "lower": bolingerband_lower, "middle": bolingerband_middle,
"envelope_upper": envelope_upper, "envelope_lower": envelope_lower, "envelope_middle": envelope_middle,
"ichimokucloud_changeLine": ichimokucloud_changeLine, "ichimokucloud_baseLine": ichimokucloud_baseLine, "ichimokucloud_laggingSpan": ichimokucloud_laggingSpan, "ichimokucloud_leadingSpan1": ichimokucloud_leadingSpan1, "ichimokucloud_leadingSpan2": ichimokucloud_leadingSpan2,
@@ -565,6 +571,9 @@ class AnalyzerSqlite:
q_200 = MovingAverage(200)
q_240 = MovingAverage(240)
q_300 = MovingAverage(300)
q_360 = MovingAverage(360)
q_720 = MovingAverage(720)
q_1440 = MovingAverage(1440)
for i in range(len(stock)):
q_3.enqueue(stock[i]['close'])
@@ -583,6 +592,9 @@ class AnalyzerSqlite:
q_200.enqueue(stock[i]['close'])
q_240.enqueue(stock[i]['close'])
q_300.enqueue(stock[i]['close'])
q_360.enqueue(stock[i]['close'])
q_720.enqueue(stock[i]['close'])
q_1440.enqueue(stock[i]['close'])
stock[i]['avg3'] = q_3.avg()
stock[i]['avg4'] = q_4.avg()
@@ -600,6 +612,10 @@ class AnalyzerSqlite:
stock[i]['avg200'] = q_200.avg()
stock[i]['avg240'] = q_240.avg()
stock[i]['avg300'] = q_300.avg()
stock[i]['avg360'] = q_360.avg()
stock[i]['avg480'] = q_360.avg()
stock[i]['avg720'] = q_720.avg()
stock[i]['avg1440'] = q_1440.avg()
return
@@ -610,6 +626,8 @@ class AnalyzerSqlite:
stock[i]['disparity_avg20'] = 100 * (stock[i]["open"] / stock[i]["avg20"])
stock[i]['disparity_avg60'] = 100 * (stock[i]["open"] / stock[i]["avg60"])
stock[i]['disparity_avg120'] = 100 * (stock[i]["open"] / stock[i]["avg120"])
stock[i]['disparity_avg240'] = 100 * (stock[i]["open"] / stock[i]["avg240"])
stock[i]['disparity_avg480'] = 100 * (stock[i]["open"] / stock[i]["avg480"])
return
@@ -642,11 +660,17 @@ class AnalyzerSqlite:
"avg200": -1,
"avg240": -1,
"avg300": -1,
"avg360": -1,
"avg480": -1,
"avg720": -1,
"avg1440": -1,
"disparity_avg5": -1,
"disparity_avg10": -1,
"disparity_avg20": -1,
"disparity_avg60": -1,
"disparity_avg120": -1,
"disparity_avg240": -1,
"disparity_avg480": -1,
"bolingerband_upper": -1,
"bolingerband_lower": -1,
"bolingerband_middle": -1,
@@ -675,7 +699,7 @@ class AnalyzerSqlite:
stockAnalysisTableName = 'stock_analysis_' + type
# 테이블 생성
cursor.execute("CREATE TABLE IF NOT EXISTS " + stockAnalysisTableName + " (CODE text, NAME text, ymd text, close REAL, diff REAL, open REAL, high REAL, low REAL, volume REAL, avg3 REAL, avg4 REAL, avg5 REAL, avg6 REAL, avg10 REAL, avg12 REAL, avg20 REAL, avg36 REAL, avg40 REAL, avg48 REAL, avg60 REAL, avg120 REAL, avg200 REAL, avg240 REAL, avg300 REAL, disparity_avg5 REAL, disparity_avg10 REAL, disparity_avg20 REAL, disparity_avg60 REAL, disparity_avg120, bolingerband_upper REAL, bolingerband_lower REAL, bolingerband_middle REAL, envelope_upper REAL, envelope_lower REAL, envelope_middle REAL, ichimokucloud_changeLine REAL, ichimokucloud_baseLine REAL, ichimokucloud_laggingSpan REAL, ichimokucloud_leadingSpan1 REAL, ichimokucloud_leadingSpan2 REAL, stochastic_fast_k REAL, stochastic_slow_k REAL, stochastic_slow_d REAL, rsi REAL, rsis REAL, macd REAL, macds REAL, macdo REAL, rp REAL)")
cursor.execute("CREATE TABLE IF NOT EXISTS " + stockAnalysisTableName + " (CODE text, NAME text, ymd text, close REAL, diff REAL, open REAL, high REAL, low REAL, volume REAL, avg3 REAL, avg4 REAL, avg5 REAL, avg6 REAL, avg10 REAL, avg12 REAL, avg20 REAL, avg36 REAL, avg40 REAL, avg48 REAL, avg60 REAL, avg120 REAL, avg200 REAL, avg240 REAL, avg300 REAL, avg360 REAL, avg720 REAL, avg1440 REAL, disparity_avg5 REAL, disparity_avg10 REAL, disparity_avg20 REAL, disparity_avg60 REAL, disparity_avg120, bolingerband_upper REAL, bolingerband_lower REAL, bolingerband_middle REAL, envelope_upper REAL, envelope_lower REAL, envelope_middle REAL, ichimokucloud_changeLine REAL, ichimokucloud_baseLine REAL, ichimokucloud_laggingSpan REAL, ichimokucloud_leadingSpan1 REAL, ichimokucloud_leadingSpan2 REAL, stochastic_fast_k REAL, stochastic_slow_k REAL, stochastic_slow_d REAL, rsi REAL, rsis REAL, macd REAL, macds REAL, macdo REAL, rp REAL)")
# 키 생성
create_key = "CREATE INDEX IF NOT EXISTS " + stockAnalysisTableName + "_idx on " + stockAnalysisTableName + " (CODE, ymd) "
@@ -701,19 +725,19 @@ class AnalyzerSqlite:
result = cursor.fetchone()
if result == None:
sql = "INSERT INTO " + stockAnalysisTableName + "(CODE, NAME, ymd, close, diff, open, high, low, volume, "
sql += " avg3, avg4, avg5, avg6, avg10, avg12, avg20, avg36, avg40, avg48, avg60, avg120, avg200, avg240, avg300, "
sql += " disparity_avg5, disparity_avg10, disparity_avg20, disparity_avg60, disparity_avg120, "
sql += " avg3, avg4, avg5, avg6, avg10, avg12, avg20, avg36, avg40, avg48, avg60, avg120, avg200, avg240, avg300, avg360, avg720, avg1440, "
sql += " disparity_avg5, disparity_avg10, disparity_avg20, disparity_avg60, disparity_avg120, disparity_avg240, disparity_avg480, "
sql += " bolingerband_upper, bolingerband_lower, bolingerband_middle, "
sql += " envelope_upper, envelope_lower, envelope_middle, "
sql += " ichimokucloud_changeLine, ichimokucloud_baseLine, ichimokucloud_laggingSpan, ichimokucloud_leadingSpan1, ichimokucloud_leadingSpan2, "
sql += " stochastic_fast_k, stochastic_slow_k, stochastic_slow_d, "
sql += " rsi, rsis, macd, macds, macdo) "
sql += " VALUES(?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"
sql += " VALUES(?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"
cursor.execute(sql, (
stock["CODE"], stock["NAME"], price['ymd'], price['close'], price['diff'], price['open'], price['high'], price['low'], price['volume'],
price['avg3'], price['avg4'], price['avg5'], price['avg6'], price['avg10'], price['avg12'], price['avg20'], price['avg36'], price['avg40'], price['avg48'], price['avg60'], price['avg120'], price['avg200'], price['avg240'], price['avg300'],
price['disparity_avg5'], price['disparity_avg10'], price['disparity_avg20'], price['disparity_avg60'], price['disparity_avg120'],
price['avg3'], price['avg4'], price['avg5'], price['avg6'], price['avg10'], price['avg12'], price['avg20'], price['avg36'], price['avg40'], price['avg48'], price['avg60'], price['avg120'], price['avg200'], price['avg240'], price['avg300'], price['avg360'], price['avg720'], price['avg1440'],
price['disparity_avg5'], price['disparity_avg10'], price['disparity_avg20'], price['disparity_avg60'], price['disparity_avg120'], price['disparity_avg240'], price['disparity_avg480'],
price['bolingerband_upper'], price['bolingerband_lower'], price['bolingerband_middle'],
price['envelope_upper'], price['envelope_lower'], price['envelope_middle'],
price['ichimokucloud_changeLine'], price['ichimokucloud_baseLine'], price['ichimokucloud_laggingSpan'], price['ichimokucloud_leadingSpan1'], price['ichimokucloud_leadingSpan2'],
@@ -722,8 +746,8 @@ class AnalyzerSqlite:
else:
sql = "UPDATE " + stockAnalysisTableName + " SET close=?, diff=?, open=?, high=?, low=?, volume=?, "
sql += " avg3=?, avg4=?, avg5=?, avg6=?, avg10=?, avg12=?, avg20=?, avg36=?, avg40=?, avg48=?, avg60=?, avg120=?, avg200=?, avg240=?, avg300=?, "
sql += " disparity_avg5=?, disparity_avg10=?, disparity_avg20=?, disparity_avg60=?, disparity_avg120=?, "
sql += " avg3=?, avg4=?, avg5=?, avg6=?, avg10=?, avg12=?, avg20=?, avg36=?, avg40=?, avg48=?, avg60=?, avg120=?, avg200=?, avg240=?, avg300=?, avg360=?, avg720=?, avg1440=?, "
sql += " disparity_avg5=?, disparity_avg10=?, disparity_avg20=?, disparity_avg60=?, disparity_avg120=?, disparity_avg240=?, disparity_avg480=?, "
sql += " bolingerband_upper=?, bolingerband_lower=?, bolingerband_middle=?, "
sql += " envelope_upper=?, envelope_lower=?, envelope_middle=?, "
sql += " ichimokucloud_changeLine=?, ichimokucloud_baseLine=?, ichimokucloud_laggingSpan=?, ichimokucloud_leadingSpan1=?, ichimokucloud_leadingSpan2=?, "
@@ -734,8 +758,8 @@ class AnalyzerSqlite:
cursor.execute(sql,
(price['close'], price['diff'], price['open'], price['high'], price['low'], price['volume'],
price['avg3'], price['avg4'], price['avg5'], price['avg6'], price['avg10'], price['avg12'], price['avg20'], price['avg36'], price['avg40'], price['avg48'], price['avg60'], price['avg120'], price['avg200'], price['avg240'], price['avg300'],
price['disparity_avg5'], price['disparity_avg10'], price['disparity_avg20'], price['disparity_avg60'], price['disparity_avg120'],
price['avg3'], price['avg4'], price['avg5'], price['avg6'], price['avg10'], price['avg12'], price['avg20'], price['avg36'], price['avg40'], price['avg48'], price['avg60'], price['avg120'], price['avg200'], price['avg240'], price['avg300'], price['avg360'], price['avg720'], price['avg1440'],
price['disparity_avg5'], price['disparity_avg10'], price['disparity_avg20'], price['disparity_avg60'], price['disparity_avg120'], price['disparity_avg240'], price['disparity_avg480'],
price['bolingerband_upper'], price['bolingerband_lower'], price['bolingerband_middle'],
price['envelope_upper'], price['envelope_lower'], price['envelope_middle'],
price['ichimokucloud_changeLine'], price['ichimokucloud_baseLine'], price['ichimokucloud_laggingSpan'], price['ichimokucloud_leadingSpan1'], price['ichimokucloud_leadingSpan2'],
@@ -772,11 +796,16 @@ class AnalyzerSqlite:
"avg200": -1,
"avg240": -1,
"avg300": -1,
"avg360": -1,
"avg720": -1,
"avg1440": -1,
"disparity_avg5": -1,
"disparity_avg10": -1,
"disparity_avg20": -1,
"disparity_avg60": -1,
"disparity_avg120": -1,
"disparity_avg240": -1,
"disparity_avg480": -1,
"bolingerband_upper": -1,
"bolingerband_lower": -1,
"bolingerband_middle": -1,
@@ -894,9 +923,9 @@ if __name__ == "__main__":
stockFileName = os.path.join(RESOURCE_PATH, 'stock.db')
analyzer = AnalyzerSqlite(stockFileName)
#analyzer.analyzeDaily()
#analyzer.analyzeGrouping("weekly")
#analyzer.analyzeGrouping("monthly")
analyzer.analyzeDaily()
analyzer.analyzeGrouping("weekly")
analyzer.analyzeGrouping("monthly")
# HTML 출력
outPath = os.path.join(PROJECT_HOME, "resources", "analysis")

20
stock/analysis/Common.py
View File

@@ -580,17 +580,15 @@ class Common:
(stock['rsi'][-1:] < 33) or
0.9 <= param['bull'][0] / param['bear'][0]
):
# trend 상승
if stock['trend'][i - 1] < stock['trend'][i]:
# avg360 상승
if stock['avg360'][i - 1] < stock['avg360'][i]:
# avg3 < trend
if stock['avg3'][i] < stock['trend'][i]:
# avg3 이전 3개 봉 위
if np.max(stock['avg3'][i - 3:i]) < stock['avg3'][i]:
buy_type = "trend"
buy_weight = 1 # 8
check = True
# avg360 상승
if stock['avg300'][i - 1] < stock['avg300'][i]:
# avg3 < trend
if stock['avg3'][i] < stock['trend'][i]:
# avg3 이전 3개 봉 위
if np.max(stock['avg3'][i - 3:i]) < stock['avg3'][i]:
buy_type = "trend"
buy_weight = 1 # 8
check = True
# 상승 추세일 때
if (stock['macd'][-2] < stock['macd'][-1] and stock['macds'][-1] < stock['macd'][