在AWS Glue中删除空字段可以使用以下代码示例:
import boto3
def remove_empty_fields(event, context):
glue = boto3.client('glue')
# 获取Glue数据库和表的名称
database_name = 'your_database_name'
table_name = 'your_table_name'
# 获取表的架构
response = glue.get_table(
DatabaseName=database_name,
Name=table_name
)
# 获取表的列信息
columns = response['Table']['StorageDescriptor']['Columns']
# 删除空字段
updated_columns = [col for col in columns if col['Name'] and col['Name'].strip() != '']
# 更新表的列信息
response = glue.update_table(
DatabaseName=database_name,
TableInput={
'Name': table_name,
'StorageDescriptor': {
'Columns': updated_columns,
'Location': response['Table']['StorageDescriptor']['Location'],
'InputFormat': response['Table']['StorageDescriptor']['InputFormat'],
'OutputFormat': response['Table']['StorageDescriptor']['OutputFormat'],
'SerdeInfo': response['Table']['StorageDescriptor']['SerdeInfo'],
'Compressed': response['Table']['StorageDescriptor']['Compressed'],
'NumberOfBuckets': response['Table']['StorageDescriptor']['NumberOfBuckets'],
'BucketColumns': response['Table']['StorageDescriptor']['BucketColumns'],
'SortColumns': response['Table']['StorageDescriptor']['SortColumns'],
'Parameters': response['Table']['StorageDescriptor']['Parameters'],
'SkewedInfo': response['Table']['StorageDescriptor']['SkewedInfo'],
'StoredAsSubDirectories': response['Table']['StorageDescriptor']['StoredAsSubDirectories']
},
'PartitionKeys': response['Table']['PartitionKeys'],
'TableType': response['Table']['TableType'],
'Parameters': response['Table']['Parameters']
}
)
print(response)
remove_empty_fields(None, None) # 调用函数进行测试
请确保将your_database_name
和your_table_name
替换为实际的数据库和表名称。以上代码将获取指定表的架构,然后删除其中的空字段,并更新表的列信息。最后,将打印出更新的响应结果。
这是使用Python编写的AWS Glue脚本,可以通过AWS Lambda等服务进行调用。