'commit'

Tools/T4_ClassCount.py

@@ -15,7 +15,7 @@ DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data')
 JSON_PATH = os.path.join(DATA_DIR, 'ClassCount.json')
 
 # 工作表名称
-SHEET_NAME = '招生数'
+SHEET_NAME = '班级数'  # 修正为正确的工作表名称
 
 # 区域名称所在列
 REGION_NAME_COLUMN = 'B'

Util/YuCeUtil.py

@@ -92,14 +92,19 @@ class YuCeUtil:
                 for area in enrollment_data_all:
                     if area.get('area_name') == self.area_name:
                         preschool_data = area.get('education_data', {}).get('preschool', {})
-                        # 提取总入园人数和城乡分布
+                        # 提取城乡分布数据，并计算真实的total值
                         self.enrollment_data = {}
                         for year, data in preschool_data.items():
+                            urban = data.get('urban', 0)
+                            town = data.get('town', 0)
+                            rural = data.get('rural', 0)
+                            # 计算真实的total值，而不是使用文件中可能错误的total
+                            real_total = urban + town + rural
                             self.enrollment_data[year] = {
-                                'total': data.get('total', 0),
-                                'urban': data.get('urban', 0),
-                                'town': data.get('town', 0),
-                                'rural': data.get('rural', 0)
+                                'total': real_total,
+                                'urban': urban,
+                                'town': town,
+                                'rural': rural
                             }
                         area_found = True
                         break
@@ -117,6 +122,16 @@ class YuCeUtil:
                 for area in teacher_data_all:
                     if area.get('area_name') == self.area_name:
                         self.teacher_data = area.get('preschool_teachers', {})
+                        # 处理2021-2023年staff数据为0的情况
+                        for year in ['2021', '2022', '2023']:
+                            if year in self.teacher_data:
+                                # 使用前一年的数据进行估算
+                                prev_year = str(int(year) - 1)
+                                if prev_year in self.teacher_data:
+                                    self.teacher_data[year]['total_staff'] = self.teacher_data[prev_year].get('total_staff', 0)
+                                    self.teacher_data[year]['urban_staff'] = self.teacher_data[prev_year].get('urban_staff', 0)
+                                    self.teacher_data[year]['town_staff'] = self.teacher_data[prev_year].get('town_staff', 0)
+                                    self.teacher_data[year]['rural_staff'] = self.teacher_data[prev_year].get('rural_staff', 0)
                         area_found = True
                         break
                 
@@ -133,7 +148,20 @@ class YuCeUtil:
                     area_found = False
                     for area in class_data_all:
                         if area.get('area_name') == self.area_name:
-                            self.class_count_data = area.get('education_data', {}).get('preschool', {})
+                            # 注意：这里数据结构可能与之前不同
+                            if 'preschool_classes' in area:
+                                self.class_count_data = area.get('preschool_classes', {})
+                            else:
+                                self.class_count_data = area.get('education_data', {}).get('preschool', {})
+                            
+                            # 计算班级数的total值
+                            for year, data in self.class_count_data.items():
+                                if isinstance(data, dict) and 'urban' in data and 'town' in data and 'rural' in data:
+                                    # 计算真实的total值
+                                    urban = data.get('urban', 0)
+                                    town = data.get('town', 0)
+                                    rural = data.get('rural', 0)
+                                    data['total'] = urban + town + rural
                             area_found = True
                             break
                     
@@ -167,6 +195,7 @@ class YuCeUtil:
             three_years_later = str(int(year_str) + 3)
             
             if three_years_later in self.enrollment_data:
+                # 使用计算出的真实total值
                 enrollment_count = self.enrollment_data.get(three_years_later, {}).get('total', 0)
                 
                 if birth_count > 0 and enrollment_count > 0:
@@ -242,6 +271,7 @@ class YuCeUtil:
         # 合并实际入园数据和预测入园数据
         all_enrollment_data = {}
         for year, data in self.enrollment_data.items():
+            # 使用计算出的真实total值
             all_enrollment_data[year] = data.get('total', 0)
         for year, count in self.forecast_results.items():
             all_enrollment_data[str(year)] = count
@@ -279,7 +309,7 @@ class YuCeUtil:
             else:
                 print(f"  {current_year}年: 没有足够的有效历史数据计算在园人数")
         
-        # 计算基于5年平均的固定在园人数（用于某些预测场景）
+        # 计算基于5年入园数平均值的固定在园人数（用于某些预测场景）
         self.calculate_fixed_enrollment_in_school()
     
     def calculate_fixed_enrollment_in_school(self):
@@ -352,6 +382,7 @@ class YuCeUtil:
         
         # 计算历史城区招生比例
         for year_str in sorted(self.enrollment_data.keys()):
+            # 使用计算出的真实total值
             total_enrollment = self.enrollment_data.get(year_str, {}).get('total', 0)
             urban_enrollment = self.enrollment_data.get(year_str, {}).get('urban', 0)
             
@@ -478,21 +509,23 @@ class YuCeUtil:
         
         # 计算历史年份学位缺口
         for year_str, class_data in self.class_count_data.items():
-            year = int(year_str)
-            if year_str in self.enrollment_data:
-                # 现有学位数=（当年总班级数÷3）×对应班额标准（学前分3个年级）
-                total_classes = class_data.get('total', 0)
-                enrollment_count = self.enrollment_data.get(year_str, {}).get('total', 0)
+            if isinstance(class_data, dict):  # 确保class_data是字典类型
+                year = int(year_str)
+                if year_str in self.enrollment_data:
+                    # 现有学位数=（当年总班级数÷3）×对应班额标准（学前分3个年级）
+                    total_classes = class_data.get('total', 0)
+                    # 使用计算出的真实total值
+                    enrollment_count = self.enrollment_data.get(year_str, {}).get('total', 0)
                     
-                if total_classes > 0:
-                    # 计算现有学位数
-                    available_degrees = (total_classes / 3) * class_size_standard
-                    # 计算缺口/富余（现有学位数-预测入园数）
-                    gap = available_degrees - enrollment_count
-                    self.degree_gap[year] = gap
+                    if total_classes > 0:
+                        # 计算现有学位数
+                        available_degrees = (total_classes / 3) * class_size_standard
+                        # 计算缺口/富余（现有学位数-预测入园数）
+                        gap = available_degrees - enrollment_count
+                        self.degree_gap[year] = gap
                         
-                    status = "富余" if gap >= 0 else "缺口"
-                    print(f"  {year}年班级数: {total_classes}, 入园人数: {enrollment_count}, 可用学位: {available_degrees:.0f}, {status}: {abs(gap):.0f}个")
+                        status = "富余" if gap >= 0 else "缺口"
+                        print(f"  {year}年班级数: {total_classes}, 入园人数: {enrollment_count}, 可用学位: {available_degrees:.0f}, {status}: {abs(gap):.0f}个")
         
         # 预测未来年份学位缺口
         for year in range(2025, 2030):
@@ -504,15 +537,20 @@ class YuCeUtil:
                 recent_years = [y for y in self.class_count_data.keys() if int(y) < year]
                 if recent_years:
                     latest_year = max(recent_years)
-                    latest_classes = self.class_count_data.get(latest_year, {}).get('total', 0)
-                    latest_enrollment = self.enrollment_data.get(latest_year, {}).get('total', 0)
+                    latest_classes_data = self.class_count_data.get(latest_year, {})
+                    # 确保latest_classes_data是字典类型
+                    if isinstance(latest_classes_data, dict):
+                        latest_classes = latest_classes_data.get('total', 0)
+                        latest_enrollment = self.enrollment_data.get(latest_year, {}).get('total', 0)
                         
-                    if latest_enrollment > 0:
-                        # 按比例增长
-                        projected_classes = latest_classes * (enrollment_count / latest_enrollment)
+                        if latest_enrollment > 0:
+                            # 按比例增长
+                            projected_classes = latest_classes * (enrollment_count / latest_enrollment)
+                        else:
+                            # 按标准班级数计算
+                            projected_classes = enrollment_count / class_size_standard * 3  # 考虑3个年级
                     else:
-                        # 按标准班级数计算
-                        projected_classes = enrollment_count / class_size_standard * 3  # 考虑3个年级
+                        projected_classes = 0
                 else:
                     # 按标准班级数计算
                     projected_classes = enrollment_count / class_size_standard * 3  # 考虑3个年级
@@ -653,6 +691,6 @@ if __name__ == "__main__":
     print(f"\n正在预测{area}的学前教育数据...")
     
     # 创建预测实例并运行预测
-    forecast = PreschoolEnrollmentForecast(data_directory, area)
+    forecast = YuCeUtil(data_directory, area)
     forecast.run_forecast()