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+ }, + "2016": { + "total": 0 + }, + "2017": { + "total": 0 + }, + "2018": { + "total": 0 + }, + "2019": { + "total": 0 + }, + "2020": { + "total": 0 + }, + "2021": { + "total": 0 + }, + "2022": { + "total": 0 + }, + "2023": { + "total": 0 + }, + "2024": { + "total": 0 + } + } + } + } +] \ No newline at end of file diff --git a/Tools/T4_5_ZhaoShengCount.py b/Tools/T4_5_ZhaoShengCount.py index ba21f6e..87c5b31 100644 --- a/Tools/T4_5_ZhaoShengCount.py +++ b/Tools/T4_5_ZhaoShengCount.py @@ -1,6 +1,8 @@ -import openpyxl # 添加缺少的导入 +import openpyxl import json import os +import traceback +from openpyxl.utils import column_index_from_string from Config.Config import EXCEL_PATH from Util.AreaUtil import query_area_info @@ -8,17 +10,261 @@ from Util.AreaUtil import query_area_info # 创建数据保存目录 DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data') os.makedirs(DATA_DIR, exist_ok=True) -JSON_PATH = os.path.join(DATA_DIR, 'MaoRuXueLv.json') # 修改为毛入学率的JSON路径 +JSON_PATH = os.path.join(DATA_DIR, 'ZhaoShengCount.json') -file_name = EXCEL_PATH -enrollment_data = [] -name_conversion_errors = [] # 记录转换失败的名称 -conversion_records = [] # 定义转换记录变量 +# 教育阶段配置 - 招生数(2015-2024年) +education_stages = [ + { + 'name': 'preschool', + 'chinese_name': '学前教育', + 'columns': [ + {'year': 2015, 'urban': 'D', 'town': 'E', 'rural': 'F', 'total': 'G'}, + {'year': 2016, 'urban': 'H', 'town': 'I', 'rural': 'J', 'total': 'K'}, + {'year': 2017, 'urban': 'L', 'town': 'M', 'rural': 'N', 'total': 'O'}, + {'year': 2018, 'urban': 'P', 'town': 'Q', 'rural': 'R', 'total': 'S'}, + {'year': 2019, 'urban': 'T', 'town': 'U', 'rural': 'V', 'total': 'W'}, + {'year': 2020, 'urban': 'X', 'town': 'Y', 'rural': 'Z', 'total': 'AA'}, + {'year': 2021, 'urban': 'AB', 'town': 'AC', 'rural': 'AD', 'total': 'AE'}, + {'year': 2022, 'urban': 'AF', 'town': 'AG', 'rural': 'AH', 'total': 'AI'}, + {'year': 2023, 'urban': 'AJ', 'town': 'AK', 'rural': 'AL', 'total': 'AM'}, + {'year': 2024, 'urban': 'AN', 'town': 'AO', 'rural': 'AP', 'total': 'AQ'} + ] + }, + { + 'name': 'primary', + 'chinese_name': '小学教育', + 'columns': [ + {'year': 2015, 'urban': 'AR', 'town': 'AS', 'rural': 'AT', 'total': 'AU'}, + {'year': 2016, 'urban': 'AV', 'town': 'AW', 'rural': 'AX', 'total': 'AY'}, + {'year': 2017, 'urban': 'AZ', 'town': 'BA', 'rural': 'BB', 'total': 'BC'}, + {'year': 2018, 'urban': 'BD', 'town': 'BE', 'rural': 'BF', 'total': 'BG'}, + {'year': 2019, 'urban': 'BH', 'town': 'BI', 'rural': 'BJ', 'total': 'BK'}, + {'year': 2020, 'urban': 'BL', 'town': 'BM', 'rural': 'BN', 'total': 'BO'}, + {'year': 2021, 'urban': 'BP', 'town': 'BQ', 'rural': 'BR', 'total': 'BS'}, + {'year': 2022, 'urban': 'BT', 'town': 'BU', 'rural': 'BV', 'total': 'BW'}, + {'year': 2023, 'urban': 'BX', 'town': 'BY', 'rural': 'BZ', 'total': 'CA'}, + {'year': 2024, 'urban': 'CB', 'town': 'CC', 'rural': 'CD', 'total': 'CE'} + ] + }, + { + 'name': 'junior', + 'chinese_name': '初中教育', + 'columns': [ + {'year': 2015, 'urban': 'CF', 'town': 'CG', 'rural': 'CH', 'total': 'CI'}, + {'year': 2016, 'urban': 'CJ', 'town': 'CK', 'rural': 'CL', 'total': 'CM'}, + {'year': 2017, 'urban': 'CN', 'town': 'CO', 'rural': 'CP', 'total': 'CQ'}, + {'year': 2018, 'urban': 'CR', 'town': 'CS', 'rural': 'CT', 'total': 'CU'}, + {'year': 2019, 'urban': 'CV', 'town': 'CW', 'rural': 'CX', 'total': 'CY'}, + {'year': 2020, 'urban': 'CZ', 'town': 'DA', 'rural': 'DB', 'total': 'DC'}, + {'year': 2021, 'urban': 'DD', 'town': 'DE', 'rural': 'DF', 'total': 'DG'}, + {'year': 2022, 'urban': 'DH', 'town': 'DI', 'rural': 'DJ', 'total': 'DK'}, + {'year': 2023, 'urban': 'DL', 'town': 'DM', 'rural': 'DN', 'total': 'DO'}, + {'year': 2024, 'urban': 'DP', 'town': 'DQ', 'rural': 'DR', 'total': 'DS'} + ] + }, + { + 'name': 'senior', + 'chinese_name': '高中教育', + 'columns': [ + {'year': 2015, 'urban': 'DT', 'town': 'DU', 'rural': 'DV', 'total': 'DW'}, + {'year': 2016, 'urban': 'DX', 'town': 'DY', 'rural': 'DZ', 'total': 'EA'}, + {'year': 2017, 'urban': 'EB', 'town': 'EC', 'rural': 'ED', 'total': 'EE'}, + {'year': 2018, 'urban': 'EF', 'town': 'EG', 'rural': 'EH', 'total': 'EI'}, + {'year': 2019, 'urban': 'EJ', 'town': 'EK', 'rural': 'EL', 'total': 'EM'}, + {'year': 2020, 'urban': 'EN', 'town': 'EO', 'rural': 'EP', 'total': 'EQ'}, + {'year': 2021, 'urban': 'ER', 'town': 'ES', 'rural': 'ET', 'total': 'EU'}, + {'year': 2022, 'urban': 'EV', 'town': 'EW', 'rural': 'EX', 'total': 'EY'}, + {'year': 2023, 'urban': 'EZ', 'town': 'FA', 'rural': 'FB', 'total': 'FC'}, + {'year': 2024, 'urban': 'FD', 'town': 'FE', 'rural': 'FF', 'total': 'FG'} + ] + }, + { + 'name': 'vocational', + 'chinese_name': '中职教育', + 'columns': [ + {'year': 2015, 'total': 'FH'}, + {'year': 2016, 'total': 'FI'}, + {'year': 2017, 'total': 'FJ'}, + {'year': 2018, 'total': 'FK'}, + {'year': 2019, 'total': 'FL'}, + {'year': 2020, 'total': 'FM'}, + {'year': 2021, 'total': 'FN'}, + {'year': 2022, 'total': 'FO'}, + {'year': 2023, 'total': 'FP'}, + {'year': 2024, 'total': 'FQ'} + ] + } +] -# 加载工作簿并选择招生数Sheet -workbook = openpyxl.load_workbook(file_name, read_only=True) -if '招生数' not in workbook.sheetnames: - print("❌ 错误：未找到'招生数'Sheet") - exit(1) -sheet = workbook['招生数'] +def process_value(value): + """处理单元格值，转换为适当类型""" + if value is None: + return 0 + + # 转换为字符串处理 + str_value = str(value).strip() + + # 处理空字符串 + if not str_value: + return 0 + + # 处理特殊标记 + if str_value in ['####', 'NA', 'N/A', '—', ' ']: + return 0 + + # 处理数字 + try: + # 移除千分位逗号 + if ',' in str_value: + str_value = str_value.replace(',', '') + return int(float(str_value)) + except ValueError: + return 0 + + +def main(): + file_name = EXCEL_PATH + enrollment_data = [] + name_conversion_errors = [] + conversion_records = [] + processed_count = 0 + + try: + # 加载工作簿并选择招生数Sheet + workbook = openpyxl.load_workbook(file_name, data_only=True) + if '招生数' not in workbook.sheetnames: + print("❌ 错误：未找到'招生数'Sheet") + return + sheet = workbook['招生数'] + + print(f"✅ 成功加载Excel文件：{file_name}") + print(f"✅ 开始处理招生数数据，共{sheet.max_row}行数据") + + # 遍历行数据 + for row_idx, row in enumerate(sheet.iter_rows(values_only=True), start=1): + # 跳过前4行表头 + if row_idx < 5: + continue + + # 从B列获取区域名称（索引1） + try: + # 检查行是否有足够的列 + if len(row) < 2: + print(f"⚠️ 第{row_idx}行数据不足，跳过") + continue + + raw_name = row[1] + if raw_name is None: + print(f"⚠️ 第{row_idx}行B列区域名称为空，跳过") + continue + + raw_name = str(raw_name).strip() + if not raw_name: + print(f"⚠️ 第{row_idx}行B列区域名称为空字符串，跳过") + continue + + # 查询区域信息 + area_info = query_area_info(raw_name) + area_name = raw_name + area_code = 'unknown' + + # 验证区域信息 + if isinstance(area_info, dict): + if 'full_name' in area_info and 'area_code' in area_info: + area_name = area_info['full_name'] + area_code = area_info['area_code'] + conversion_records.append(f"✅ 第{row_idx}行: {raw_name} → {area_name}") + processed_count += 1 + else: + name_conversion_errors.append(f"第{row_idx}行: {raw_name} (缺少必要字段)") + conversion_records.append(f"❌ 第{row_idx}行: {raw_name} (格式错误)") + else: + name_conversion_errors.append(f"第{row_idx}行: {raw_name}") + conversion_records.append(f"❌ 第{row_idx}行: {raw_name} (未找到匹配)") + + # 创建区域数据对象 + area_data = { + 'area_name': area_name, + 'area_code': area_code, + 'raw_name': raw_name, + 'education_data': {} + } + + # 处理各教育阶段数据 + for stage in education_stages: + stage_name = stage['name'] + stage_data = {} + + for year_config in stage['columns']: + year = year_config['year'] + year_data = {} + + # 处理学前、小学、初中、高中（有城区/镇区/乡村分类） + if 'urban' in year_config: + # 城区 + urban_col = column_index_from_string(year_config['urban']) - 1 + urban_val = row[urban_col] if len(row) > urban_col else None + year_data['urban'] = process_value(urban_val) + + # 镇区 + town_col = column_index_from_string(year_config['town']) - 1 + town_val = row[town_col] if len(row) > town_col else None + year_data['town'] = process_value(town_val) + + # 乡村 + rural_col = column_index_from_string(year_config['rural']) - 1 + rural_val = row[rural_col] if len(row) > rural_col else None + year_data['rural'] = process_value(rural_val) + + # 总计 + total_col = column_index_from_string(year_config['total']) - 1 + total_val = row[total_col] if len(row) > total_col else None + year_data['total'] = process_value(total_val) + # 处理中职教育（单列） + else: + total_col = column_index_from_string(year_config['total']) - 1 + total_val = row[total_col] if len(row) > total_col else None + year_data['total'] = process_value(total_val) + + stage_data[str(year)] = year_data + + area_data['education_data'][stage_name] = stage_data + + enrollment_data.append(area_data) + + # 进度提示 + if processed_count % 10 == 0 and processed_count > 0: + print(f"🔄 已处理{processed_count}条数据...") + + except Exception as e: + print(f"🔴 处理第{row_idx}行时发生错误：{str(e)}") + continue + + # 保存数据到JSON文件 + with open(JSON_PATH, 'w', encoding='utf-8') as f: + json.dump(enrollment_data, f, ensure_ascii=False, indent=2) + + print("\n=== 数据处理完成 ===") + print(f"📊 共处理 {processed_count} 条地区数据") + print(f"✅ 区域名称转换成功: {processed_count - len(name_conversion_errors)}") + if name_conversion_errors: + print(f"❌ 区域名称转换失败: {len(name_conversion_errors)}个") + for error in name_conversion_errors[:5]: + print(f" - {error}") + if len(name_conversion_errors) > 5: + print(f" - ... 等{len(name_conversion_errors) - 5}个错误") + + print(f"💾 数据已保存至 {JSON_PATH}") + + except FileNotFoundError: + print(f"🔴 错误：Excel文件 '{file_name}' 不存在") + except Exception as e: + print(f"🔴 处理数据时发生错误：{str(e)}{traceback.format_exc()}") + finally: + if 'workbook' in locals(): + workbook.close() + + +if __name__ == "__main__": + main()