如何通过调用databricks rest api从data bricks活动创建/启动群集

import requests
import json

# 设置 Databricks 访问令牌和 API 端点
token = "YOUR_ACCESS_TOKEN"
api_endpoint = "https://YOUR_DATABRICKS_INSTANCE/api/2.0/clusters/create"

# 定义群集的配置参数
cluster_config = {
    "cluster_name": "MyCluster",
    "spark_version": "7.3.x-scala2.12",
    "node_type_id": "Standard_DS3_v2",
    "num_workers": 2
}

# 发送创建群集的请求
response = requests.post(api_endpoint, headers={"Authorization": "Bearer " + token}, json=cluster_config)
response_json = response.json()

# 提取群集的标识符
cluster_id = response_json["cluster_id"]

# 发送启动群集的请求
start_endpoint = f"https://YOUR_DATABRICKS_INSTANCE/api/2.0/clusters/start?cluster_id={cluster_id}"
start_response = requests.post(start_endpoint, headers={"Authorization": "Bearer " + token})

# 检查启动群集的响应
if start_response.status_code == 200:
    print("Cluster started successfully.")
else:
    print("Failed to start cluster.")