从python获取使用ai-platform部署的模型的指标

import google.auth
from google.auth.transport.requests import Request
from google.oauth2 import service_account
from googleapiclient.discovery import build

# 设置项目ID和模型名称
project_id = 'your-project-id'
model_name = 'your-model-name'

# 创建AI Platform的客户端
credentials, project = google.auth.default()
service = build('ml', 'v1', credentials=credentials, cache_discovery=False)

# 获取模型的详细信息
model = service.projects().models().get(name=f'projects/{project_id}/models/{model_name}').execute()

# 提取指标信息
metrics = model['model']['metadata']['metrics']

# 处理和展示指标信息
for metric in metrics:
    metric_name = metric['metric']
    metric_value = metric['value']
    print(f'{metric_name}: {metric_value}')