将 DescribeDataset 和 AWS SDK 结合使用 - AWS SDK 代码示例

AWS 文档 SDK 示例 GitHub 存储库中还有更多 AWS SDK 示例。

DescribeDataset 和 AWS SDK 结合使用

以下代码示例演示了如何使用 DescribeDataset

有关更多信息,请参阅查看数据集

Python
适用于 Python 的 SDK (Boto3)
注意

查看 GitHub,了解更多信息。在 AWS 代码示例存储库中查找完整示例,了解如何进行设置和运行。

class Datasets: @staticmethod def describe_dataset(lookoutvision_client, project_name, dataset_type): """ Gets information about a Lookout for Vision dataset. :param lookoutvision_client: A Boto3 Lookout for Vision client. :param project_name: The name of the project that contains the dataset that you want to describe. :param dataset_type: The type (train or test) of the dataset that you want to describe. """ try: response = lookoutvision_client.describe_dataset( ProjectName=project_name, DatasetType=dataset_type ) print(f"Name: {response['DatasetDescription']['ProjectName']}") print(f"Type: {response['DatasetDescription']['DatasetType']}") print(f"Status: {response['DatasetDescription']['Status']}") print(f"Message: {response['DatasetDescription']['StatusMessage']}") print(f"Images: {response['DatasetDescription']['ImageStats']['Total']}") print(f"Labeled: {response['DatasetDescription']['ImageStats']['Labeled']}") print(f"Normal: {response['DatasetDescription']['ImageStats']['Normal']}") print(f"Anomaly: {response['DatasetDescription']['ImageStats']['Anomaly']}") except ClientError: logger.exception("Service error: problem listing datasets.") raise print("Done.")
  • 有关 API 详细信息,请参阅《AWS SDK for Python (Boto3) API Reference》中的 DescribeDataset