Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -646,6 +646,257 @@ def api_get_extremes(station_id, hours=24):
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"count": len(extremes),
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"extremes": extremes
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}
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| 649 |
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| 650 |
# --- 5. Gradio 인터페이스 ---
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| 651 |
with gr.Blocks(title="통합 조위 예측 시스템", theme=gr.themes.Soft()) as demo:
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@@ -787,6 +1038,120 @@ with gr.Blocks(title="통합 조위 예측 시스템", theme=gr.themes.Soft()) a
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outputs=api_extreme_output,
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api_name="extremes"
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)
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| 790 |
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| 791 |
if __name__ == "__main__":
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| 792 |
demo.launch()
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"count": len(extremes),
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"extremes": extremes
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}
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+
def api_get_historical_tide(station_id, date_str, hours=24):
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| 650 |
+
"""과거 특정 날짜의 조위 데이터 조회"""
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| 651 |
+
supabase = get_supabase_client()
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+
if not supabase:
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return {"error": "Database connection failed"}
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+
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+
try:
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+
# 날짜 파싱 (YYYY-MM-DD 형식)
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+
start_date = datetime.strptime(date_str, "%Y-%m-%d")
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+
end_date = start_date + timedelta(hours=hours)
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+
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+
# 과거 예측 데이터 조회
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+
result = supabase.table('tide_predictions')\
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+
.select('predicted_at, final_tide_level, harmonic_level, predicted_residual')\
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+
.eq('station_id', station_id)\
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+
.gte('predicted_at', start_date.isoformat())\
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+
.lte('predicted_at', end_date.isoformat())\
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+
.order('predicted_at')\
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+
.execute()
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| 668 |
+
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+
if result.data:
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+
# 통계 계산
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+
levels = [d['final_tide_level'] for d in result.data]
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+
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return {
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"station_id": station_id,
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+
"date": date_str,
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"hours": hours,
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"count": len(result.data),
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"statistics": {
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"max": max(levels),
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"min": min(levels),
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"avg": sum(levels) / len(levels)
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+
},
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"data": result.data[:100] # 최대 100개만 반환
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+
}
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+
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+
# 예측 데이터가 없으면 관측 데이터 확인
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+
result = supabase.table('tide_observations')\
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.select('observed_at, residual, air_pres, wind_speed, air_temp')\
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+
.eq('station_id', station_id)\
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| 690 |
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.gte('observed_at', start_date.isoformat())\
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+
.lte('observed_at', end_date.isoformat())\
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| 692 |
+
.order('observed_at')\
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| 693 |
+
.execute()
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| 694 |
+
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| 695 |
+
if result.data:
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+
return {
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"station_id": station_id,
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"date": date_str,
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"type": "observation", # 관측 데이터임을 표시
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"count": len(result.data),
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"data": result.data[:100]
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+
}
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+
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return {"error": "No historical data found for this date"}
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+
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+
except Exception as e:
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return {"error": f"Date parsing error: {str(e)}"}
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+
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+
def api_get_historical_extremes(station_id, date_str):
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+
"""과거 특정 날짜의 만조/간조 정보"""
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| 711 |
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supabase = get_supabase_client()
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if not supabase:
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return {"error": "Database connection failed"}
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+
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+
try:
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# 하루 전체 데이터
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start_date = datetime.strptime(date_str, "%Y-%m-%d")
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end_date = start_date + timedelta(days=1)
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+
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+
result = supabase.table('tide_predictions')\
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.select('predicted_at, final_tide_level')\
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.eq('station_id', station_id)\
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.gte('predicted_at', start_date.isoformat())\
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.lt('predicted_at', end_date.isoformat())\
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.order('predicted_at')\
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.execute()
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+
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if not result.data or len(result.data) < 3:
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return {"error": "Insufficient data for this date"}
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+
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+
# 극값 찾기
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+
extremes = []
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+
data = result.data
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+
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+
for i in range(1, len(data) - 1):
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prev_level = data[i-1]['final_tide_level']
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+
curr_level = data[i]['final_tide_level']
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next_level = data[i+1]['final_tide_level']
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+
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if curr_level > prev_level and curr_level > next_level:
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extremes.append({
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'type': 'high',
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'time': data[i]['predicted_at'],
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'level': curr_level
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})
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elif curr_level < prev_level and curr_level < next_level:
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extremes.append({
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'type': 'low',
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'time': data[i]['predicted_at'],
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+
'level': curr_level
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+
})
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+
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+
# 최고/최저 찾기
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all_levels = [d['final_tide_level'] for d in data]
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+
daily_max = max(all_levels)
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+
daily_min = min(all_levels)
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+
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+
return {
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| 759 |
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"station_id": station_id,
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+
"date": date_str,
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+
"daily_max": daily_max,
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+
"daily_min": daily_min,
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+
"daily_range": daily_max - daily_min,
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+
"extremes": extremes,
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+
"high_tide_count": len([e for e in extremes if e['type'] == 'high']),
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| 766 |
+
"low_tide_count": len([e for e in extremes if e['type'] == 'low'])
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| 767 |
+
}
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+
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+
except Exception as e:
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+
return {"error": f"Error: {str(e)}"}
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| 771 |
+
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| 772 |
+
def api_compare_dates(station_id, date1, date2):
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+
"""두 날짜의 조위 패턴 비교"""
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| 774 |
+
supabase = get_supabase_client()
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+
if not supabase:
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| 776 |
+
return {"error": "Database connection failed"}
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| 777 |
+
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+
try:
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| 779 |
+
results = {}
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| 780 |
+
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+
for date_str in [date1, date2]:
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| 782 |
+
start_date = datetime.strptime(date_str, "%Y-%m-%d")
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+
end_date = start_date + timedelta(days=1)
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| 784 |
+
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| 785 |
+
result = supabase.table('tide_predictions')\
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| 786 |
+
.select('predicted_at, final_tide_level')\
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+
.eq('station_id', station_id)\
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| 788 |
+
.gte('predicted_at', start_date.isoformat())\
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| 789 |
+
.lt('predicted_at', end_date.isoformat())\
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| 790 |
+
.order('predicted_at')\
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| 791 |
+
.execute()
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| 792 |
+
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| 793 |
+
if result.data:
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| 794 |
+
levels = [d['final_tide_level'] for d in result.data]
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| 795 |
+
results[date_str] = {
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| 796 |
+
"max": max(levels),
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| 797 |
+
"min": min(levels),
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| 798 |
+
"avg": sum(levels) / len(levels),
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| 799 |
+
"range": max(levels) - min(levels)
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| 800 |
+
}
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| 801 |
+
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| 802 |
+
if len(results) == 2:
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| 803 |
+
# 차이 계산
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| 804 |
+
diff = {
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| 805 |
+
"max_diff": results[date1]["max"] - results[date2]["max"],
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| 806 |
+
"min_diff": results[date1]["min"] - results[date2]["min"],
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| 807 |
+
"avg_diff": results[date1]["avg"] - results[date2]["avg"],
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| 808 |
+
"range_diff": results[date1]["range"] - results[date2]["range"]
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| 809 |
+
}
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| 810 |
+
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| 811 |
+
return {
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| 812 |
+
"station_id": station_id,
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| 813 |
+
"date1": {**{"date": date1}, **results[date1]},
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| 814 |
+
"date2": {**{"date": date2}, **results[date2]},
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| 815 |
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"difference": diff
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| 816 |
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}
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| 817 |
+
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| 818 |
+
return {"error": "Data not available for both dates"}
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| 819 |
+
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| 820 |
+
except Exception as e:
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| 821 |
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return {"error": f"Error: {str(e)}"}
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| 822 |
+
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| 823 |
+
def api_get_monthly_summary(station_id, year, month):
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| 824 |
+
"""월간 조위 요약 통계"""
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| 825 |
+
supabase = get_supabase_client()
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| 826 |
+
if not supabase:
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| 827 |
+
return {"error": "Database connection failed"}
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| 828 |
+
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| 829 |
+
try:
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| 830 |
+
# 월 시작/종료 날짜
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| 831 |
+
start_date = datetime(year, month, 1)
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| 832 |
+
if month == 12:
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| 833 |
+
end_date = datetime(year + 1, 1, 1)
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| 834 |
+
else:
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| 835 |
+
end_date = datetime(year, month + 1, 1)
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| 836 |
+
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| 837 |
+
result = supabase.table('tide_predictions')\
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| 838 |
+
.select('predicted_at, final_tide_level')\
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| 839 |
+
.eq('station_id', station_id)\
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| 840 |
+
.gte('predicted_at', start_date.isoformat())\
|
| 841 |
+
.lt('predicted_at', end_date.isoformat())\
|
| 842 |
+
.execute()
|
| 843 |
+
|
| 844 |
+
if not result.data:
|
| 845 |
+
return {"error": "No data for this month"}
|
| 846 |
+
|
| 847 |
+
# 일별 통계 계산
|
| 848 |
+
daily_stats = {}
|
| 849 |
+
for item in result.data:
|
| 850 |
+
date = item['predicted_at'][:10] # YYYY-MM-DD
|
| 851 |
+
if date not in daily_stats:
|
| 852 |
+
daily_stats[date] = []
|
| 853 |
+
daily_stats[date].append(item['final_tide_level'])
|
| 854 |
+
|
| 855 |
+
# 월간 통계
|
| 856 |
+
all_levels = [d['final_tide_level'] for d in result.data]
|
| 857 |
+
monthly_max = max(all_levels)
|
| 858 |
+
monthly_min = min(all_levels)
|
| 859 |
+
|
| 860 |
+
# 가장 높았던 날과 낮았던 날 찾기
|
| 861 |
+
highest_day = None
|
| 862 |
+
lowest_day = None
|
| 863 |
+
highest_value = 0
|
| 864 |
+
lowest_value = 9999
|
| 865 |
+
|
| 866 |
+
for date, levels in daily_stats.items():
|
| 867 |
+
day_max = max(levels)
|
| 868 |
+
day_min = min(levels)
|
| 869 |
+
|
| 870 |
+
if day_max > highest_value:
|
| 871 |
+
highest_value = day_max
|
| 872 |
+
highest_day = date
|
| 873 |
+
|
| 874 |
+
if day_min < lowest_value:
|
| 875 |
+
lowest_value = day_min
|
| 876 |
+
lowest_day = date
|
| 877 |
+
|
| 878 |
+
return {
|
| 879 |
+
"station_id": station_id,
|
| 880 |
+
"year": year,
|
| 881 |
+
"month": month,
|
| 882 |
+
"statistics": {
|
| 883 |
+
"monthly_max": monthly_max,
|
| 884 |
+
"monthly_min": monthly_min,
|
| 885 |
+
"monthly_avg": sum(all_levels) / len(all_levels),
|
| 886 |
+
"monthly_range": monthly_max - monthly_min,
|
| 887 |
+
"total_observations": len(result.data),
|
| 888 |
+
"days_with_data": len(daily_stats)
|
| 889 |
+
},
|
| 890 |
+
"extreme_days": {
|
| 891 |
+
"highest_tide_day": highest_day,
|
| 892 |
+
"highest_tide_value": highest_value,
|
| 893 |
+
"lowest_tide_day": lowest_day,
|
| 894 |
+
"lowest_tide_value": lowest_value
|
| 895 |
+
}
|
| 896 |
+
}
|
| 897 |
+
|
| 898 |
+
except Exception as e:
|
| 899 |
+
return {"error": f"Error: {str(e)}"}
|
| 900 |
|
| 901 |
# --- 5. Gradio 인터페이스 ---
|
| 902 |
with gr.Blocks(title="통합 조위 예측 시스템", theme=gr.themes.Soft()) as demo:
|
|
|
|
| 1038 |
outputs=api_extreme_output,
|
| 1039 |
api_name="extremes"
|
| 1040 |
)
|
| 1041 |
+
with gr.TabItem("📜 과거 데이터"):
|
| 1042 |
+
gr.Markdown("""
|
| 1043 |
+
### 과거 조위 데이터 조회
|
| 1044 |
+
특정 날짜의 조위 정보를 확인할 수 있습니다.
|
| 1045 |
+
""")
|
| 1046 |
+
|
| 1047 |
+
with gr.Row():
|
| 1048 |
+
with gr.Column():
|
| 1049 |
+
hist_station = gr.Dropdown(
|
| 1050 |
+
choices=[(f"{STATION_NAMES[s]} ({s})", s) for s in STATIONS],
|
| 1051 |
+
label="관측소 선택",
|
| 1052 |
+
value=STATIONS[0]
|
| 1053 |
+
)
|
| 1054 |
+
hist_date = gr.Textbox(
|
| 1055 |
+
label="날짜 (YYYY-MM-DD)",
|
| 1056 |
+
value=datetime.now().strftime("%Y-%m-%d")
|
| 1057 |
+
)
|
| 1058 |
+
hist_hours = gr.Number(
|
| 1059 |
+
label="조회 시간 (시간)",
|
| 1060 |
+
value=24,
|
| 1061 |
+
minimum=1,
|
| 1062 |
+
maximum=168
|
| 1063 |
+
)
|
| 1064 |
+
|
| 1065 |
+
hist_btn = gr.Button("조회", variant="primary")
|
| 1066 |
+
|
| 1067 |
+
with gr.Column():
|
| 1068 |
+
hist_output = gr.JSON(label="조회 결과")
|
| 1069 |
+
|
| 1070 |
+
hist_btn.click(
|
| 1071 |
+
fn=api_get_historical_tide,
|
| 1072 |
+
inputs=[hist_station, hist_date, hist_hours],
|
| 1073 |
+
outputs=hist_output,
|
| 1074 |
+
api_name="historical_tide"
|
| 1075 |
+
)
|
| 1076 |
+
|
| 1077 |
+
# 과거 만조/간조
|
| 1078 |
+
with gr.Row():
|
| 1079 |
+
with gr.Column():
|
| 1080 |
+
gr.Markdown("### 과거 만조/간조 정보")
|
| 1081 |
+
ext_station = gr.Dropdown(
|
| 1082 |
+
choices=[(f"{STATION_NAMES[s]} ({s})", s) for s in STATIONS],
|
| 1083 |
+
label="관측소",
|
| 1084 |
+
value=STATIONS[0]
|
| 1085 |
+
)
|
| 1086 |
+
ext_date = gr.Textbox(
|
| 1087 |
+
label="날짜 (YYYY-MM-DD)",
|
| 1088 |
+
value=(datetime.now() - timedelta(days=7)).strftime("%Y-%m-%d")
|
| 1089 |
+
)
|
| 1090 |
+
ext_btn = gr.Button("만조/간조 조회")
|
| 1091 |
+
ext_output = gr.JSON(label="만조/간조 정보")
|
| 1092 |
+
|
| 1093 |
+
with gr.Column():
|
| 1094 |
+
gr.Markdown("### 날짜 비교")
|
| 1095 |
+
comp_station = gr.Dropdown(
|
| 1096 |
+
choices=[(f"{STATION_NAMES[s]} ({s})", s) for s in STATIONS],
|
| 1097 |
+
label="관측소",
|
| 1098 |
+
value=STATIONS[0]
|
| 1099 |
+
)
|
| 1100 |
+
comp_date1 = gr.Textbox(
|
| 1101 |
+
label="날짜 1",
|
| 1102 |
+
value=datetime.now().strftime("%Y-%m-%d")
|
| 1103 |
+
)
|
| 1104 |
+
comp_date2 = gr.Textbox(
|
| 1105 |
+
label="날짜 2",
|
| 1106 |
+
value=(datetime.now() - timedelta(days=7)).strftime("%Y-%m-%d")
|
| 1107 |
+
)
|
| 1108 |
+
comp_btn = gr.Button("비교")
|
| 1109 |
+
comp_output = gr.JSON(label="비교 결과")
|
| 1110 |
+
|
| 1111 |
+
ext_btn.click(
|
| 1112 |
+
fn=api_get_historical_extremes,
|
| 1113 |
+
inputs=[ext_station, ext_date],
|
| 1114 |
+
outputs=ext_output,
|
| 1115 |
+
api_name="historical_extremes"
|
| 1116 |
+
)
|
| 1117 |
+
|
| 1118 |
+
comp_btn.click(
|
| 1119 |
+
fn=api_compare_dates,
|
| 1120 |
+
inputs=[comp_station, comp_date1, comp_date2],
|
| 1121 |
+
outputs=comp_output,
|
| 1122 |
+
api_name="compare_dates"
|
| 1123 |
+
)
|
| 1124 |
+
|
| 1125 |
+
# 월간 요약
|
| 1126 |
+
gr.Markdown("### 월간 요약 통계")
|
| 1127 |
+
with gr.Row():
|
| 1128 |
+
month_station = gr.Dropdown(
|
| 1129 |
+
choices=[(f"{STATION_NAMES[s]} ({s})", s) for s in STATIONS],
|
| 1130 |
+
label="관측소",
|
| 1131 |
+
value=STATIONS[0]
|
| 1132 |
+
)
|
| 1133 |
+
month_year = gr.Number(
|
| 1134 |
+
label="년도",
|
| 1135 |
+
value=datetime.now().year,
|
| 1136 |
+
precision=0
|
| 1137 |
+
)
|
| 1138 |
+
month_month = gr.Number(
|
| 1139 |
+
label="월",
|
| 1140 |
+
value=datetime.now().month,
|
| 1141 |
+
minimum=1,
|
| 1142 |
+
maximum=12,
|
| 1143 |
+
precision=0
|
| 1144 |
+
)
|
| 1145 |
+
month_btn = gr.Button("월간 통계 조회")
|
| 1146 |
+
|
| 1147 |
+
month_output = gr.JSON(label="월간 통계")
|
| 1148 |
+
|
| 1149 |
+
month_btn.click(
|
| 1150 |
+
fn=api_get_monthly_summary,
|
| 1151 |
+
inputs=[month_station, month_year, month_month],
|
| 1152 |
+
outputs=month_output,
|
| 1153 |
+
api_name="monthly_summary"
|
| 1154 |
+
)
|
| 1155 |
|
| 1156 |
if __name__ == "__main__":
|
| 1157 |
demo.launch()
|