import openpyxl import os from typing import List, Dict, Any from Config.Config import EXCEL_PATH from Util.DataUtil import ( init_directories, process_value, print_conversion_stats, convert_area_name, save_to_json, load_workbook_sheet ) # ======================= 配置常量 ======================= DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data') JSON_PATH = os.path.join(DATA_DIR, 'RenKou.json') SHEET_NAME = '人口' # 工作表名称 REGION_NAME_COLUMN = 'A' # 区域名称所在列 START_ROW = 3 # 数据起始行 YEAR_RANGE = range(2015, 2025) # 年份范围 # 数据列配置 (指标: (起始列, 结束列)) DATA_COLUMNS = { 'total_population': ('B', 'K'), # 年末总人口 'urban_population': ('L', 'U'), # 城镇人口 'rural_population': ('V', 'AE'), # 乡村人口 'urbanization_rate': ('AF', 'AO'), # 城镇化率 'birth_population': ('AP', 'AY') # 出生人口 } # ======================= 核心逻辑 ======================= def extract_area_data(sheet: openpyxl.worksheet.worksheet.Worksheet) -> List[Dict[str, Any]]: """从工作表提取区域数据""" population_data: List[Dict[str, Any]] = [] conversion_records: List[Dict[str, str]] = [] name_conversion_errors: List[str] = [] # 计算区域名称列索引 region_col_idx = openpyxl.utils.column_index_from_string(REGION_NAME_COLUMN) - 1 # 遍历数据行 for row_num in range(START_ROW, sheet.max_row + 1): row = sheet[row_num] # 获取区域名称并转换 raw_name = row[region_col_idx].value area_name, area_code, conv_records, errors = convert_area_name(raw_name, row_num) conversion_records.extend(conv_records) name_conversion_errors.extend(errors) if not area_name: continue # 构建区域数据 area_data = { 'area_name': area_name, 'area_code': area_code, 'raw_name': str(raw_name).strip() if raw_name else '未知地区' } # 提取各指标年度数据 for metric, (start_col, end_col) in DATA_COLUMNS.items(): start_idx = openpyxl.utils.column_index_from_string(start_col) - 1 end_idx = openpyxl.utils.column_index_from_string(end_col) - 1 year_data = {} for col_idx, year in zip(range(start_idx, end_idx + 1), YEAR_RANGE): cell_value = row[col_idx].value year_data[str(year)] = process_value(cell_value) area_data[metric] = year_data population_data.append(area_data) # 输出转换统计 print_conversion_stats(conversion_records, name_conversion_errors) return population_data # ======================= 主函数 ======================= def main() -> None: """人口数据提取主函数""" init_directories(DATA_DIR) # 加载工作表 sheet = load_workbook_sheet(EXCEL_PATH, SHEET_NAME) if not sheet: return # 提取并处理数据 population_data = extract_area_data(sheet) # 保存结果 save_to_json(population_data, JSON_PATH) if __name__ == '__main__': main()