'commit'

Test/read_population_data.py

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+import json
+import os
+
+# 获取脚本所在目录
+script_dir = os.path.dirname(os.path.abspath(__file__))
+# 构建数据文件的绝对路径
+file_path = os.path.join(script_dir, '../Data/RenKou.json')
+
+# 读取JSON数据
+with open(file_path, 'r', encoding='utf-8') as f:
+    population_data = json.load(f)
+
+# 查找云南省的数据
+for area in population_data:
+    if area.get('area_name') == '云南省':
+        yunnan_data = area
+        break
+
+# 提取2023年的人口数据
+year = '2023'
+
+# 总人口（万人）
+total_population = yunnan_data.get('total_population', {}).get(year, 0)
+
+# 新生人口（万人，注意原数据是整数，需要转换为万人）
+birth_population = yunnan_data.get('birth_population', {}).get(year, 0)
+# 转换为万人（如果是整数）
+if isinstance(birth_population, int):
+    birth_population = round(birth_population / 10000, 1)
+
+# 城镇人口（万人）
+urban_population = yunnan_data.get('urban_population', {}).get(year, 0)
+
+# 乡村人口（万人）
+rural_population = yunnan_data.get('rural_population', {}).get(year, 0)
+
+# 城镇化率（%）
+urbanization_rate = yunnan_data.get('urbanization_rate', {}).get(year, 0)
+
+# 打印结果
+print("云南省 2023年人口概览")
+print("-------------------")
+print(f"总人口 {total_population:,} 万人")
+print(f"新生人口 {birth_population} 万人")
+print(f"城镇人口 {urban_population:,} 万人")
+print(f"乡村人口 {rural_population:,} 万人")
+print(f"城镇化率 {urbanization_rate:.2f} %")
+
+# 验证数据一致性
+if abs(total_population - (urban_population + rural_population)) > 0.01:
+    print("\n注意：总人口与城镇人口+乡村人口存在差异")
+    print(f"差异值: {abs(total_population - (urban_population + rural_population)):.2f} 万人")

Test/test_population_data_interface.py

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+import requests
+import json
+import time
+
+# API基础URL
+EDUCATION_DATA_BASE_URL = "http://localhost:8100/EducationData"
+
+# 测试年份
+test_years = [2023, 2022, 2024]
+
+
+def test_population_data_by_year():
+    """测试获取指定年份人口数据接口"""
+    print("\n===== 测试 /EducationData/populationByYear 接口 =====")
+    
+    # 测试不同年份的数据
+    for year in test_years:
+        url = f"{EDUCATION_DATA_BASE_URL}/populationByYear?year={year}"
+        print(f"\n测试 {year} 年人口数据:")
+        
+        try:
+            response = requests.get(url)
+            response.raise_for_status()  # 如果状态码不是200，抛出异常
+            
+            data = response.json()
+            print(f"响应状态码: {response.status_code}")
+            print(f"响应数据: {json.dumps(data, ensure_ascii=False, indent=2)}")
+            
+            # 验证返回数据的基本结构
+            assert "code" in data, "返回数据缺少code字段"
+            assert "message" in data, "返回数据缺少message字段"
+            assert "data" in data, "返回数据缺少data字段"
+            assert data["code"] == 200, f"状态码不匹配，期望: 200，实际: {data['code']}"
+            
+            # 验证数据内容
+            if data["data"]:
+                # 检查数据项的结构
+                population_data = data["data"]
+                assert "year" in population_data, "数据缺少year字段"
+                assert "total_population" in population_data, "数据缺少total_population字段"
+                assert "birth_population" in population_data, "数据缺少birth_population字段"
+                assert "urban_population" in population_data, "数据缺少urban_population字段"
+                assert "rural_population" in population_data, "数据缺少rural_population字段"
+                assert "urbanization_rate" in population_data, "数据缺少urbanization_rate字段"
+                
+                # 检查数值类型
+                assert isinstance(population_data["year"], int), "year应为整数类型"
+                assert isinstance(population_data["total_population"], (int, float)), "total_population应为数值类型"
+                assert isinstance(population_data["birth_population"], (int, float)), "birth_population应为数值类型"
+                assert isinstance(population_data["urban_population"], (int, float)), "urban_population应为数值类型"
+                assert isinstance(population_data["rural_population"], (int, float)), "rural_population应为数值类型"
+                assert isinstance(population_data["urbanization_rate"], (int, float)), "urbanization_rate应为数值类型"
+                
+                # 检查年份是否匹配
+                assert population_data["year"] == year, f"年份不匹配，期望: {year}，实际: {population_data['year']}"
+                
+                print(f"✅ {year} 年人口数据验证通过")
+            else:
+                print(f"⚠️ {year} 年未返回人口数据")
+                
+        except requests.exceptions.RequestException as e:
+            print(f"❌ 请求失败: {e}")
+        except AssertionError as e:
+            print(f"❌ 数据验证失败: {e}")
+        
+        # 添加短暂延迟，避免请求过于频繁
+        time.sleep(0.5)
+    
+    # 测试边界值
+    print("\n===== 测试边界值 =====")
+    
+    # 测试最小值年份
+    min_year = 2015
+    url = f"{EDUCATION_DATA_BASE_URL}/populationByYear?year={min_year}"
+    print(f"\n测试最小值年份 {min_year}:")
+    try:
+        response = requests.get(url)
+        response.raise_for_status()
+        data = response.json()
+        print(f"响应状态码: {response.status_code}")
+        if data["code"] == 200 or data["code"] == 404:
+            print(f"✅ 最小值年份测试通过")
+        else:
+            print(f"❌ 状态码异常: {data['code']}")
+    except requests.exceptions.RequestException as e:
+        print(f"❌ 请求失败: {e}")
+    
+    # 测试最大值年份
+    max_year = 2028
+    url = f"{EDUCATION_DATA_BASE_URL}/populationByYear?year={max_year}"
+    print(f"\n测试最大值年份 {max_year}:")
+    try:
+        response = requests.get(url)
+        response.raise_for_status()
+        data = response.json()
+        print(f"响应状态码: {response.status_code}")
+        if data["code"] == 200 or data["code"] == 404:
+            print(f"✅ 最大值年份测试通过")
+        else:
+            print(f"❌ 状态码异常: {data['code']}")
+    except requests.exceptions.RequestException as e:
+        print(f"❌ 请求失败: {e}")
+    
+    # 测试超出范围的年份
+    invalid_year = 2030
+    url = f"{EDUCATION_DATA_BASE_URL}/populationByYear?year={invalid_year}"
+    print(f"\n测试超出范围的年份 {invalid_year}:")
+    try:
+        response = requests.get(url)
+        if response.status_code == 422:  # FastAPI的验证错误状态码
+            print(f"响应状态码: {response.status_code}")
+            print(f"✅ 超出范围年份正确返回验证错误")
+        else:
+            data = response.json()
+            print(f"响应状态码: {response.status_code}")
+            print(f"响应数据: {json.dumps(data, ensure_ascii=False, indent=2)}")
+            print(f"❌ 期望状态码422，实际: {response.status_code}")
+    except requests.exceptions.RequestException as e:
+        print(f"❌ 请求失败: {e}")
+
+
+if __name__ == "__main__":
+    # 测试新添加的人口数据接口
+    test_population_data_by_year()