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import httpx
from httpx import BasicAuth
import os
def login(credentials_file='account.txt'):
"""登录WorldQuant Brain API"""
# 读取本地账号密码
if not os.path.exists(credentials_file):
print("未找到 account.txt 文件")
with open(credentials_file, 'w') as f: f.write("")
print("account.txt 文件已创建,请填写账号密码, 格式: ['username', 'password]")
exit(1)
with open(credentials_file) as f:
credentials = eval(f.read())
username, password = credentials[0], credentials[1]
print(f"正在登录账户: {username}")
# 创建客户端并认证
client = httpx.Client(auth=BasicAuth(username, password))
# 发送登录请求
response = client.post('https://api.worldquantbrain.com/authentication')
print(f"登录状态: {response.status_code}")
if response.status_code == 201:
print("登录成功!")
print(response.json())
return client
else:
print(f"登录失败: {response.json()}")
client.close()
return None
def get_alphas_data(client, limit=10, offset=0):
"""获取alpha数据"""
# 使用params参数而不是直接拼接URL
params = {
'limit': limit,
'offset': offset,
'status': 'UNSUBMITTED%1FIS_FAIL', # 注意:这里可能需要根据实际API要求调整编码
'is.sharpe%3E1.25': '', # 注意:这里可能需要调整参数格式
'order': '-dateSubmitted',
'hidden': 'false'
}
url = 'https://api.worldquantbrain.com/users/self/alphas'
try:
response = client.get(url, params=params)
print(f"获取数据状态码: {response.status_code}")
if response.status_code == 200:
return response.json()
else:
print(f"获取数据失败: {response.text}")
return None
except Exception as e:
print(f"请求发生错误: {e}")
return None
def main():
# 登录
client = login()
if not client:
return
try:
# 第一次请求获取count
first_data = get_alphas_data(client, limit=10, offset=0)
if first_data and 'count' in first_data:
count = first_data['count']
print(f"获取到的count值: {count}")
if int(count) == 0:
print("没有符合条件的Alpha因子")
return
# 第二次请求,使用count作为offset
second_data = get_alphas_data(client, limit=count, offset=count)
if second_data:
print("第二次请求返回的数据:")
print(second_data)
else:
print("第二次请求失败")
else:
print("第一次请求失败或未找到count字段")
finally:
# 确保客户端被关闭
client.close()
print("\n连接已关闭")
# 使用示例
if __name__ == "__main__":
main()