428 lines
19 KiB
Python
428 lines
19 KiB
Python
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#!/usr/bin/env python3
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"""
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Создание Excel отчета по Чукотке (версия v1.0_with_rkn)
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Лист 1: Дашборд с графиками и статистикой
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Лист 2: Детальная таблица аудита по отелям
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"""
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import psycopg2
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from psycopg2.extras import RealDictCursor
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from urllib.parse import unquote
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import pandas as pd
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import openpyxl
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from openpyxl import Workbook
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from openpyxl.styles import Font, Alignment, PatternFill, Border, Side, NamedStyle
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from openpyxl.chart import BarChart, PieChart, LineChart, Reference
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from openpyxl.chart.label import DataLabelList
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from openpyxl.utils.dataframe import dataframe_to_rows
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from openpyxl.drawing.image import Image
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from datetime import datetime
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import json
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DB_CONFIG = {
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'host': '147.45.189.234',
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'port': 5432,
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'database': 'default_db',
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'user': 'gen_user',
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'password': unquote('2~~9_%5EkVsU%3F2%5CS')
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}
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def get_chukotka_data():
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"""Получить данные аудита Чукотки версии v1.0_with_rkn"""
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conn = psycopg2.connect(**DB_CONFIG, cursor_factory=RealDictCursor)
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cur = conn.cursor()
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# Получаем данные аудита Чукотки с информацией об отелях
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cur.execute("""
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SELECT
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har.hotel_id,
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har.hotel_name,
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har.region_name,
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har.website,
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har.has_website,
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har.total_score,
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har.max_score,
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har.score_percentage,
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har.audit_date,
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har.audit_version,
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har.criteria_results,
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hm.full_name,
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hm.website_address,
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hm.owner_inn,
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hm.owner_ogrn,
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hm.addresses,
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hm.phone,
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hm.email,
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hm.website_status,
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hm.rkn_registry_status,
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hm.rkn_registry_number,
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hm.rkn_registry_date,
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hm.rkn_checked_at
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FROM hotel_audit_results har
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LEFT JOIN hotel_main hm ON hm.id = har.hotel_id
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WHERE har.region_name = 'Чукотский автономный округ'
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AND har.audit_version = 'v1.0_with_rkn'
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ORDER BY har.score_percentage DESC
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""")
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audit_data = cur.fetchall()
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# Статистика по критериям (анализируем criteria_results)
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criteria_stats = []
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if audit_data:
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# Собираем статистику по критериям из всех отелей
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criteria_counts = {}
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total_hotels = len(audit_data)
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for hotel in audit_data:
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if hotel['criteria_results']:
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criteria = hotel['criteria_results']
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for criterion in criteria:
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name = criterion.get('criterion_name', 'Неизвестно')
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found = criterion.get('found', False)
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if name not in criteria_counts:
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criteria_counts[name] = {'total': 0, 'found': 0}
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criteria_counts[name]['total'] += 1
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if found:
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criteria_counts[name]['found'] += 1
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# Преобразуем в список
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for name, counts in criteria_counts.items():
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percentage = (counts['found'] / counts['total'] * 100) if counts['total'] > 0 else 0
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criteria_stats.append({
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'criterion_name': name,
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'total_checks': counts['total'],
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'found_count': counts['found'],
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'percentage': percentage
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})
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# Сортируем по проценту выполнения
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criteria_stats.sort(key=lambda x: x['percentage'], reverse=True)
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cur.close()
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conn.close()
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return audit_data, criteria_stats
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def create_dashboard_sheet(workbook, audit_data, criteria_stats):
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"""Создать лист дашборда"""
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ws = workbook.active
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ws.title = "📊 Дашборд Чукотка"
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# Стили
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header_font = Font(name='Arial', size=14, bold=True, color='FFFFFF')
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header_fill = PatternFill(start_color='366092', end_color='366092', fill_type='solid')
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subheader_font = Font(name='Arial', size=12, bold=True)
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normal_font = Font(name='Arial', size=10)
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# Заголовок
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ws['A1'] = "🏔️ ДАШБОРД АУДИТА ОТЕЛЕЙ ЧУКОТКИ"
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ws['A1'].font = Font(name='Arial', size=16, bold=True, color='366092')
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ws['A1'].alignment = Alignment(horizontal='center')
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ws.merge_cells('A1:H1')
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# Общая статистика
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ws['A3'] = "📈 ОБЩАЯ СТАТИСТИКА"
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ws['A3'].font = subheader_font
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ws['A3'].fill = PatternFill(start_color='E7E6E6', end_color='E7E6E6', fill_type='solid')
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# Подсчитываем статистику
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total_hotels = len(audit_data)
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total_with_website = sum(1 for h in audit_data if h['has_website'])
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total_compliant = sum(1 for h in audit_data if h['score_percentage'] >= 50)
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avg_score = sum(h['score_percentage'] for h in audit_data) / total_hotels if total_hotels > 0 else 0
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ws['A4'] = f"Всего отелей проаудировано: {total_hotels}"
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ws['A5'] = f"Отелей с сайтами: {total_with_website} ({total_with_website/total_hotels*100:.1f}%)"
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ws['A6'] = f"Соответствующих требованиям (≥50%): {total_compliant} ({total_compliant/total_hotels*100:.1f}%)"
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ws['A7'] = f"Средний балл соответствия: {avg_score:.1f}%"
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ws['A8'] = f"Версия аудита: v1.0_with_rkn (с РКН проверкой)"
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for cell in ['A4', 'A5', 'A6', 'A7', 'A8']:
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ws[cell].font = normal_font
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# Статистика по отелям
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ws['A10'] = "🏨 РЕЗУЛЬТАТЫ ПО ОТЕЛЯМ"
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ws['A10'].font = subheader_font
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ws['A10'].fill = PatternFill(start_color='E7E6E6', end_color='E7E6E6', fill_type='solid')
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# Заголовки таблицы отелей
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headers = ['Отель', 'Сайт', 'Балл', 'Процент', 'Статус', 'Дата аудита']
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for i, header in enumerate(headers, 1):
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cell = ws.cell(row=11, column=i, value=header)
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cell.font = header_font
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal='center')
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# Данные по отелям
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for i, hotel in enumerate(audit_data, 12):
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status = '✅ Соответствует' if hotel['score_percentage'] >= 50 else '⚠️ Частично' if hotel['score_percentage'] >= 30 else '❌ Не соответствует'
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ws.cell(row=i, column=1, value=hotel['hotel_name'])
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ws.cell(row=i, column=2, value=hotel['website'])
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ws.cell(row=i, column=3, value=f"{hotel['total_score']}/{hotel['max_score']}")
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ws.cell(row=i, column=4, value=f"{hotel['score_percentage']:.1f}%")
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ws.cell(row=i, column=5, value=status)
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ws.cell(row=i, column=6, value=hotel['audit_date'].strftime('%d.%m.%Y %H:%M'))
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# Цветовое кодирование процента
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percentage = hotel['score_percentage']
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if percentage >= 50:
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fill_color = 'C6EFCE' # Зеленый
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elif percentage >= 30:
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fill_color = 'FFEB9C' # Желтый
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else:
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fill_color = 'FFC7CE' # Красный
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ws.cell(row=i, column=4).fill = PatternFill(start_color=fill_color, end_color=fill_color, fill_type='solid')
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# Форматирование
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for col in range(1, 7):
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ws.cell(row=i, column=col).font = normal_font
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ws.cell(row=i, column=col).alignment = Alignment(horizontal='center')
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# График по отелям
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chart1 = BarChart()
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chart1.title = "Баллы соответствия отелей Чукотки"
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chart1.x_axis.title = "Отели"
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chart1.y_axis.title = "Процент соответствия"
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data = Reference(ws, min_col=4, min_row=11, max_row=11+len(audit_data), max_col=4)
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cats = Reference(ws, min_col=1, min_row=12, max_row=11+len(audit_data))
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chart1.add_data(data, titles_from_data=False)
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chart1.set_categories(cats)
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chart1.height = 10
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chart1.width = 15
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ws.add_chart(chart1, "A15")
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# Статистика по критериям
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if criteria_stats:
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ws['A30'] = "🎯 ВЫПОЛНЕНИЕ КРИТЕРИЕВ"
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ws['A30'].font = subheader_font
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ws['A30'].fill = PatternFill(start_color='E7E6E6', end_color='E7E6E6', fill_type='solid')
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# Заголовки таблицы критериев
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criteria_headers = ['Критерий', 'Проверено', 'Найдено', 'Процент выполнения']
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for i, header in enumerate(criteria_headers, 1):
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cell = ws.cell(row=31, column=i, value=header)
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cell.font = header_font
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal='center')
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# Данные по критериям
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for i, criterion in enumerate(criteria_stats, 32):
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ws.cell(row=i, column=1, value=criterion['criterion_name'])
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ws.cell(row=i, column=2, value=criterion['total_checks'])
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ws.cell(row=i, column=3, value=criterion['found_count'])
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ws.cell(row=i, column=4, value=f"{criterion['percentage']:.1f}%")
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# Цветовое кодирование процента
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percentage = criterion['percentage']
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if percentage >= 70:
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fill_color = 'C6EFCE' # Зеленый
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elif percentage >= 40:
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fill_color = 'FFEB9C' # Желтый
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else:
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fill_color = 'FFC7CE' # Красный
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ws.cell(row=i, column=4).fill = PatternFill(start_color=fill_color, end_color=fill_color, fill_type='solid')
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# Форматирование
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for col in range(1, 5):
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ws.cell(row=i, column=col).font = normal_font
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ws.cell(row=i, column=col).alignment = Alignment(horizontal='center')
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# График по критериям
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chart2 = BarChart()
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chart2.title = "Выполнение критериев (%)"
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chart2.x_axis.title = "Критерии"
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chart2.y_axis.title = "Процент выполнения"
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data2 = Reference(ws, min_col=4, min_row=31, max_row=31+len(criteria_stats), max_col=4)
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cats2 = Reference(ws, min_col=1, min_row=32, max_row=31+len(criteria_stats))
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chart2.add_data(data2, titles_from_data=False)
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chart2.set_categories(cats2)
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chart2.height = 10
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chart2.width = 20
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ws.add_chart(chart2, "F30")
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# Информация о дате создания
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ws['A50'] = f"📅 Отчет создан: {datetime.now().strftime('%d.%m.%Y %H:%M')}"
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ws['A50'].font = Font(name='Arial', size=10, italic=True, color='666666')
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# Настройка ширины колонок
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column_widths = [30, 25, 10, 12, 20, 15]
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for i, width in enumerate(column_widths, 1):
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ws.column_dimensions[openpyxl.utils.get_column_letter(i)].width = width
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def create_audit_sheet(workbook, audit_data):
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"""Создать лист детального аудита"""
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ws = workbook.create_sheet("🏨 Детальный аудит")
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# Стили
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header_font = Font(name='Arial', size=12, bold=True, color='FFFFFF')
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header_fill = PatternFill(start_color='366092', end_color='366092', fill_type='solid')
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normal_font = Font(name='Arial', size=9)
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# Заголовки
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headers = [
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'Отель', 'Сайт', 'Есть сайт', 'Балл', 'Процент',
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'ИНН', 'ОГРН', 'Адрес', 'Телефон', 'Email',
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'Статус сайта', 'РКН статус', 'Дата аудита'
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]
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for i, header in enumerate(headers, 1):
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cell = ws.cell(row=1, column=i, value=header)
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cell.font = header_font
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal='center')
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# Данные
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for i, hotel in enumerate(audit_data, 2):
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ws.cell(row=i, column=1, value=hotel['hotel_name'] or hotel['full_name'])
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ws.cell(row=i, column=2, value=hotel['website'] or hotel['website_address'])
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ws.cell(row=i, column=3, value='Да' if hotel['has_website'] else 'Нет')
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ws.cell(row=i, column=4, value=f"{hotel['total_score']}/{hotel['max_score']}")
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ws.cell(row=i, column=5, value=f"{hotel['score_percentage']:.1f}%")
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ws.cell(row=i, column=6, value=hotel['owner_inn'])
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ws.cell(row=i, column=7, value=hotel['owner_ogrn'])
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ws.cell(row=i, column=8, value=str(hotel['addresses']) if hotel['addresses'] else '')
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ws.cell(row=i, column=9, value=hotel['phone'])
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ws.cell(row=i, column=10, value=hotel['email'])
|
|||
|
|
ws.cell(row=i, column=11, value=hotel['website_status'])
|
|||
|
|
ws.cell(row=i, column=12, value=hotel['rkn_registry_status'])
|
|||
|
|
ws.cell(row=i, column=13, value=hotel['audit_date'].strftime('%d.%m.%Y %H:%M') if hotel['audit_date'] else '')
|
|||
|
|
|
|||
|
|
# Цветовое кодирование процента
|
|||
|
|
percentage = hotel['score_percentage'] or 0
|
|||
|
|
if percentage >= 50:
|
|||
|
|
fill_color = 'C6EFCE' # Зеленый
|
|||
|
|
elif percentage >= 30:
|
|||
|
|
fill_color = 'FFEB9C' # Желтый
|
|||
|
|
else:
|
|||
|
|
fill_color = 'FFC7CE' # Красный
|
|||
|
|
|
|||
|
|
ws.cell(row=i, column=5).fill = PatternFill(start_color=fill_color, end_color=fill_color, fill_type='solid')
|
|||
|
|
|
|||
|
|
# Форматирование
|
|||
|
|
for col in range(1, 14):
|
|||
|
|
ws.cell(row=i, column=col).font = normal_font
|
|||
|
|
ws.cell(row=i, column=col).alignment = Alignment(horizontal='center')
|
|||
|
|
|
|||
|
|
# Настройка ширины колонок
|
|||
|
|
column_widths = [30, 25, 10, 10, 10, 15, 15, 30, 15, 20, 15, 15, 15]
|
|||
|
|
for i, width in enumerate(column_widths, 1):
|
|||
|
|
ws.column_dimensions[openpyxl.utils.get_column_letter(i)].width = width
|
|||
|
|
|
|||
|
|
# Фильтры
|
|||
|
|
ws.auto_filter.ref = f"A1:{openpyxl.utils.get_column_letter(len(headers))}{len(audit_data)+1}"
|
|||
|
|
|
|||
|
|
# Заморозка заголовков
|
|||
|
|
ws.freeze_panes = "A2"
|
|||
|
|
|
|||
|
|
def create_criteria_sheet(workbook, audit_data):
|
|||
|
|
"""Создать лист с детальными результатами по критериям"""
|
|||
|
|
ws = workbook.create_sheet("🎯 Критерии")
|
|||
|
|
|
|||
|
|
# Стили
|
|||
|
|
header_font = Font(name='Arial', size=10, bold=True, color='FFFFFF')
|
|||
|
|
header_fill = PatternFill(start_color='366092', end_color='366092', fill_type='solid')
|
|||
|
|
normal_font = Font(name='Arial', size=8)
|
|||
|
|
|
|||
|
|
# Заголовки
|
|||
|
|
headers = ['Отель', 'Критерий', 'Найдено', 'Балл', 'Уверенность', 'URL', 'Цитата']
|
|||
|
|
|
|||
|
|
for i, header in enumerate(headers, 1):
|
|||
|
|
cell = ws.cell(row=1, column=i, value=header)
|
|||
|
|
cell.font = header_font
|
|||
|
|
cell.fill = header_fill
|
|||
|
|
cell.alignment = Alignment(horizontal='center')
|
|||
|
|
|
|||
|
|
row = 2
|
|||
|
|
for hotel in audit_data:
|
|||
|
|
if hotel['criteria_results']:
|
|||
|
|
criteria = hotel['criteria_results']
|
|||
|
|
for criterion in criteria:
|
|||
|
|
ws.cell(row=row, column=1, value=hotel['hotel_name'])
|
|||
|
|
ws.cell(row=row, column=2, value=criterion.get('criterion_name', ''))
|
|||
|
|
ws.cell(row=row, column=3, value='Да' if criterion.get('found', False) else 'Нет')
|
|||
|
|
ws.cell(row=row, column=4, value=criterion.get('score', 0))
|
|||
|
|
ws.cell(row=row, column=5, value=criterion.get('final_confidence', ''))
|
|||
|
|
ws.cell(row=row, column=6, value=criterion.get('ai_agent', {}).get('url', ''))
|
|||
|
|
ws.cell(row=row, column=7, value=criterion.get('ai_agent', {}).get('quote', '')[:100] + '...' if criterion.get('ai_agent', {}).get('quote', '') else '')
|
|||
|
|
|
|||
|
|
# Цветовое кодирование
|
|||
|
|
if criterion.get('found', False):
|
|||
|
|
fill_color = 'C6EFCE' # Зеленый
|
|||
|
|
else:
|
|||
|
|
fill_color = 'FFC7CE' # Красный
|
|||
|
|
|
|||
|
|
ws.cell(row=row, column=3).fill = PatternFill(start_color=fill_color, end_color=fill_color, fill_type='solid')
|
|||
|
|
|
|||
|
|
# Форматирование
|
|||
|
|
for col in range(1, 8):
|
|||
|
|
ws.cell(row=row, column=col).font = normal_font
|
|||
|
|
ws.cell(row=row, column=col).alignment = Alignment(horizontal='center')
|
|||
|
|
|
|||
|
|
row += 1
|
|||
|
|
|
|||
|
|
# Настройка ширины колонок
|
|||
|
|
column_widths = [25, 30, 8, 8, 12, 25, 50]
|
|||
|
|
for i, width in enumerate(column_widths, 1):
|
|||
|
|
ws.column_dimensions[openpyxl.utils.get_column_letter(i)].width = width
|
|||
|
|
|
|||
|
|
# Фильтры
|
|||
|
|
ws.auto_filter.ref = f"A1:{openpyxl.utils.get_column_letter(len(headers))}{row-1}"
|
|||
|
|
|
|||
|
|
# Заморозка заголовков
|
|||
|
|
ws.freeze_panes = "A2"
|
|||
|
|
|
|||
|
|
def main():
|
|||
|
|
"""Основная функция"""
|
|||
|
|
print("🏔️ СОЗДАНИЕ ОТЧЕТА ПО ЧУКОТКЕ")
|
|||
|
|
print("=" * 50)
|
|||
|
|
|
|||
|
|
# Получаем данные
|
|||
|
|
print("📊 Загружаем данные из БД...")
|
|||
|
|
audit_data, criteria_stats = get_chukotka_data()
|
|||
|
|
|
|||
|
|
print(f"✅ Загружено:")
|
|||
|
|
print(f" 🏨 Отелей: {len(audit_data)}")
|
|||
|
|
print(f" 🎯 Критериев: {len(criteria_stats)}")
|
|||
|
|
|
|||
|
|
# Создаем Excel файл
|
|||
|
|
print("\n📝 Создаем Excel файл...")
|
|||
|
|
workbook = Workbook()
|
|||
|
|
|
|||
|
|
# Лист дашборда
|
|||
|
|
print("📊 Создаем дашборд...")
|
|||
|
|
create_dashboard_sheet(workbook, audit_data, criteria_stats)
|
|||
|
|
|
|||
|
|
# Лист аудита
|
|||
|
|
print("🏨 Создаем таблицу аудита...")
|
|||
|
|
create_audit_sheet(workbook, audit_data)
|
|||
|
|
|
|||
|
|
# Лист критериев
|
|||
|
|
print("🎯 Создаем детальные критерии...")
|
|||
|
|
create_criteria_sheet(workbook, audit_data)
|
|||
|
|
|
|||
|
|
# Сохраняем файл
|
|||
|
|
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
|||
|
|
filename = f"chukotka_audit_report_{timestamp}.xlsx"
|
|||
|
|
|
|||
|
|
workbook.save(filename)
|
|||
|
|
|
|||
|
|
print(f"\n✅ Отчет сохранен: {filename}")
|
|||
|
|
print(f"📊 Листы:")
|
|||
|
|
print(f" 📈 Дашборд Чукотка - графики и статистика")
|
|||
|
|
print(f" 🏨 Детальный аудит - таблица отелей")
|
|||
|
|
print(f" 🎯 Критерии - детальные результаты по критериям")
|
|||
|
|
|
|||
|
|
if __name__ == "__main__":
|
|||
|
|
main()
|
|||
|
|
|