151 lines
5.3 KiB
Python
151 lines
5.3 KiB
Python
import pandas as pd
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from openpyxl import Workbook
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from openpyxl.styles import Font, Alignment, Border, Side
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from openpyxl.chart import LineChart, Reference
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from openpyxl.chart.series import SeriesLabel
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from datetime import date
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import os
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def generate_excel_report(today, recent_dates, prev_year_dates, recent_data, prev_year_data, filename="visitor_report.xlsx"):
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weekday_names = ['월', '화', '수', '목', '금', '토', '일']
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wb = Workbook()
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ws = wb.active
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ws.title = "방문자 리포트"
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bold = Font(bold=True)
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center = Alignment(horizontal='center', vertical='center')
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thick_border = Border(
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left=Side(style='thick'), right=Side(style='thick'),
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top=Side(style='thick'), bottom=Side(style='thick')
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)
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def fmt(d):
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return f"{d.month}월 {d.day}일 {weekday_names[d.weekday()]}"
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headers = ["구분"] + [fmt(d) for d in recent_dates]
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ws.append([])
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for _ in range(23):
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ws.append([])
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data_start_row = 24
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ws.append(headers)
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# 범례 영역
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ws.merge_cells(start_row=data_start_row, start_column=1, end_row=data_start_row + 6, end_column=1)
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ws.merge_cells(start_row=data_start_row + 7, start_column=1, end_row=data_start_row + 13, end_column=1)
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ws.cell(row=data_start_row, column=1, value=f"{today.year}년").font = bold
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ws.cell(row=data_start_row + 7, column=1, value=f"{today.year - 1}년").font = bold
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def row(label, key, data, suffix="", fmt_func=None):
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r = [label]
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for d in recent_dates:
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v = data.get(d, {}).get(key, "")
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if fmt_func:
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v = fmt_func(v)
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if v == 0 or v == '':
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r.append("")
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else:
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r.append(f"{v}{suffix}")
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return r
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# 올해 예측 포함 입장객
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merged_visitors = ["입장객수"]
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for d in recent_dates:
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actual = recent_data.get(d, {}).get("입장객 수", 0)
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forecast = recent_data.get(d, {}).get("예상 방문자", None)
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if d >= today and forecast:
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merged_visitors.append(f"{actual} ({int(forecast)})")
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else:
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merged_visitors.append(actual if actual else "")
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year_rows = [
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row("홈페이지", "웹 방문자 수", recent_data),
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merged_visitors,
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row("최저기온", "최저기온", recent_data),
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row("최고기온", "최고기온", recent_data),
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row("습도", "습도", recent_data, "%"),
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row("강수량", "강수량", recent_data),
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row("미세먼지지수", "미세먼지", recent_data),
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]
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for r in year_rows:
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ws.append(r)
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# 작년 데이터
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def prev_row(label, key, suffix="", fmt_func=None):
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r = [label]
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for d in prev_year_dates:
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v = prev_year_data.get(d, {}).get(key, "")
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if fmt_func:
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v = fmt_func(v)
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if v == 0 or v == '':
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r.append("")
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else:
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r.append(f"{v}{suffix}")
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return r
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prev_rows = [
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prev_row("홈페이지", "웹 방문자 수"),
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prev_row("입장객수", "입장객 수"),
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prev_row("최저기온", "최저기온"),
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prev_row("최고기온", "최고기온"),
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prev_row("습도", "습도", "%"),
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prev_row("강수량", "강수량"),
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prev_row("미세먼지지수", "미세먼지"),
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]
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for r in prev_rows:
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ws.append(r)
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# 증감 비교
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diff = ["입장객 증감"]
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rate = ["입장객 변동률"]
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temp_dev = ["최고기온 편차"]
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for i, d in enumerate(recent_dates):
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cur = recent_data.get(d, {}).get("입장객 수", 0)
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prev = prev_year_data.get(prev_year_dates[i], {}).get("입장객 수", 0)
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if prev:
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diff.append(cur - prev)
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rate.append(f"{(cur - prev) / prev * 100:.1f}%")
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else:
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diff.append("")
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rate.append("")
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t1 = recent_data.get(d, {}).get("최고기온")
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t2 = prev_year_data.get(prev_year_dates[i], {}).get("최고기온")
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temp_dev.append(round(t1 - t2, 1) if t1 is not None and t2 is not None else "")
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for row in [diff, rate, temp_dev]:
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ws.append(row)
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# 굵은 테두리 처리
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for col, d in enumerate(recent_dates, start=2):
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if d >= today:
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for r in range(data_start_row + 1, data_start_row + 18):
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ws.cell(row=r, column=col).border = thick_border
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# 차트
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chart = LineChart()
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chart.title = "입장객 비교 (예상 포함 vs 작년)"
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chart.height = 10
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chart.width = 22
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chart.y_axis.title = "명"
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chart.x_axis.title = "날짜"
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label_ref = Reference(ws, min_col=2, min_row=data_start_row, max_col=1 + len(recent_dates))
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this_year_ref = Reference(ws, min_col=2, min_row=data_start_row + 2, max_col=1 + len(recent_dates))
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last_year_ref = Reference(ws, min_col=2, min_row=data_start_row + 9, max_col=1 + len(recent_dates))
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chart.set_categories(label_ref)
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chart.add_data(this_year_ref, titles_from_data=False)
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chart.add_data(last_year_ref, titles_from_data=False)
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chart.series[0].tx = SeriesLabel(v="입장객수 (예상 포함)")
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chart.series[1].tx = SeriesLabel(v="작년 입장객수")
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chart.series[1].graphicalProperties.solidFill = "999999"
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ws.add_chart(chart, "A1")
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wb.save(filename)
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print(f"✅ 엑셀 저장 완료: {filename}")
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