dsyoon/Bithumb
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

init

Browse Source
This commit is contained in:
dsyoon
2025-08-07 13:15:19 +09:00
parent f861487107
commit 59ebb15b6c
3 changed files with 129 additions and 80 deletions
Download Patch File Download Diff File Expand all files Collapse all files

34
stock_simulation.py
View File

@@ -69,7 +69,7 @@ def analyze_bottom_period(symbol: str, interval_minutes: int, days: int = 90):
"""저점 기간(6월 22일~7월 9일) 분석 - 최적화된 버전"""
data = fetch_price_history(symbol, interval_minutes, days)
data = calculate_technical_indicators(data)
data = check_buy_point(data, simulation=True) # 한 번만 계산
data = check_buy_point(symbol, data, simulation=True) # 한 번만 계산
print(f"데이터 기간: {data.index[0]} ~ {data.index[-1]}")
print(f"총 데이터 수: {len(data)}")
@@ -145,7 +145,7 @@ def analyze_bottom_period(symbol: str, interval_minutes: int, days: int = 90):
def run_simulation(symbol: str, interval_minutes: int, days: int = 30):
data = fetch_price_history(symbol, interval_minutes)
data = calculate_technical_indicators(data)
data = check_buy_point(data, simulation=True)
data = check_buy_point(symbol, data, simulation=True)
print(f"데이터 기간: {data.index[0]} ~ {data.index[-1]}")
print(f"총 데이터 수: {len(data)}")
@@ -162,10 +162,12 @@ def run_simulation(symbol: str, interval_minutes: int, days: int = 30):
ma_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'movingaverage')])
dev40_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation40')])
dev240_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation240')])
dev1440_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation1440')])
print(f" - MA 신호: {ma_signals}")
print(f" - Dev40 신호: {dev40_signals}")
print(f" - Dev240 신호: {dev240_signals}")
print(f" - Dev1440 신호: {dev1440_signals}")
# 서브플롯 생성 (가격 + Deviation)
fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True, figsize=(15, 8), height_ratios=[3, 1])
@@ -283,6 +285,16 @@ def run_simulation(symbol: str, interval_minutes: int, days: int = 30):
for time in dev240_buy_points.index:
ax1.axvline(x=time, color='blue', linestyle='--', alpha=0.5, linewidth=1)
# Deviation1440 기반 매수 포인트
dev1440_buy_points = data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation1440')]
scatter_dev1440_buy_points = None
if len(dev1440_buy_points) > 0:
scatter_dev1440_buy_points = ax1.scatter(dev1440_buy_points.index, dev1440_buy_points['Close'],
facecolors='none', edgecolors='purple', linestyle='--',
linewidth=2, s=200, zorder=10, label='Dev1440 매수 포인트')
for time in dev1440_buy_points.index:
ax1.axvline(x=time, color='purple', linestyle='--', alpha=0.5, linewidth=1)
# 마우스 오버 기능 추가 (이동평균선 매수 포인트)
@@ -309,6 +321,14 @@ def run_simulation(symbol: str, interval_minutes: int, days: int = 30):
))
cursor_dev240.connect("remove", lambda sel: sel.annotation.set_visible(False))
# 마우스 오버 기능 추가 (Deviation1440 매수 포인트)
if scatter_dev1440_buy_points is not None:
cursor_dev1440 = mplcursors.cursor(scatter_dev1440_buy_points, hover=True)
cursor_dev1440.connect("add", lambda sel: sel.annotation.set_text(
f'Dev1440 매수신호\n날짜: {matplotlib.dates.num2date(sel.target[0]).replace(tzinfo=None).strftime("%Y-%m-%d %H:%M")}\n가격: {sel.target[1]:.2f}'
))
cursor_dev1440.connect("remove", lambda sel: sel.annotation.set_visible(False))
# 모든 봉에 마우스 오버 기능 추가
@@ -352,6 +372,8 @@ def run_simulation(symbol: str, interval_minutes: int, days: int = 30):
plot_lines.append(scatter_dev40_buy_points)
if scatter_dev240_buy_points is not None:
plot_lines.append(scatter_dev240_buy_points)
if scatter_dev1440_buy_points is not None:
plot_lines.append(scatter_dev1440_buy_points)
# zip 길이가 짧은 쪽에 맞춰 매핑
for leg_handle, orig in zip(legend_handles, plot_lines):
@@ -481,8 +503,8 @@ def run_simulation(symbol: str, interval_minutes: int, days: int = 30):
if __name__ == "__main__":
interval = 60
days = 90 # 분석 기간을 90일로 늘림 (6월~8월 데이터 포함)
target_coins = ['ADA','APE','ARB','BONK','HBAR','LINK','ONDO','PEPE','SEI','SHIB','STORJ','SUI','TON','TRX','WLD','XLM','XRP']
#target_coins = ['APE']
#target_coins = ['ADA','APE','ARB','BONK','HBAR','LINK','ONDO','PEPE','SEI','SHIB','STORJ','SUI','TON','TRX','WLD','XLM','XRP']
target_coins = ['POL']
# 그래프 표시 여부 설정 (성능 향상을 위해 기본값은 False)
show_graphs = True # True로 설정하면 각 코인마다 그래프 표시
@@ -501,18 +523,20 @@ if __name__ == "__main__":
# 그래프 없이 빠른 분석만 수행
data = fetch_price_history(symbol, interval, days)
data = calculate_technical_indicators(data)
data = check_buy_point(data, simulation=True)
data = check_buy_point(symbol, data, simulation=True)
# 매수 신호 통계만 출력
total_buy_signals = len(data[data['buy_point'] == 1])
ma_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'movingaverage')])
dev40_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation40')])
dev240_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation240')])
dev1440_signals = len(data[(data['buy_point'] == 1) & (data['buy_signal'] == 'deviation1440')])
print(f"총 매수 신호: {total_buy_signals}")
print(f" - MA 신호: {ma_signals}")
print(f" - Dev40 신호: {dev40_signals}")
print(f" - Dev240 신호: {dev240_signals}")
print(f" - Dev1440 신호: {dev1440_signals}")
except Exception as e:
print(f"Error analyzing {symbol}: {str(e)}")