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()