如何在Python中读取CSV然后发布批量API调用

import csv
import requests

# 假设CSV文件名为data.csv，API端点为https://api.example.com/data
csv_file_path = 'data.csv'
api_endpoint = 'https://api.example.com/data'

# 读取CSV文件
def read_csv(file_path):
    data = []
    with open(file_path, newline='') as csvfile:
        reader = csv.DictReader(csvfile)
        for row in reader:
            data.append(row)
    return data

# 发布批量API调用
def batch_api_call(data, endpoint):
    headers = {
        'Content-Type': 'application/json'
    }
    batch_size = 10  # 每批处理的请求数量
    for i in range(0, len(data), batch_size):
        batch_data = data[i:i + batch_size]
        response = requests.post(endpoint, json=batch_data, headers=headers)
        if response.status_code == 200:
            print(f"Batch {i//batch_size + 1} processed successfully")
        else:
            print(f"Batch {i//batch_size + 1} failed with status code {response.status_code}")

# 主函数
def main():
    data = read_csv(csv_file_path)
    batch_api_call(data, api_endpoint)

if __name__ == "__main__":
    main()