要解决AWS Glue Crawler无法提取CSV头部信息的问题,可以使用以下代码示例:
import boto3
def lambda_handler(event, context):
client = boto3.client('glue')
response = client.update_crawler(
Name='your-crawler-name',
Targets={
'S3Targets': [
{
'Path': 's3://your-bucket/'
},
]
},
Configuration='{"Version":1.0,"CrawlerOutput":{"Partitions":{"AddOrUpdateBehavior":"InheritFromTable"},"Tables":{"AddOrUpdateBehavior":"MergeNewColumns","Excludes":[],"Includes":[{"Name":"your-table-name","StorageDescriptor":{"Columns":[{"Name":"column1","Type":"string","Comment":"","Parameters":{}},{"Name":"column2","Type":"string","Comment":"","Parameters":{}},{"Name":"column3","Type":"string","Comment":"","Parameters":{}}]}}]}},"Grouping":{"TableGroupingPolicy":"CombineCompatibleSchemas"}}',
TablePrefix='your-table-prefix',
SchemaChangePolicy={
'UpdateBehavior': 'UPDATE_IN_DATABASE',
'DeleteBehavior': 'DEPRECATE_IN_DATABASE'
}
)
return {
'statusCode': 200,
'body': response
}
import boto3
client = boto3.client('glue')
response = client.update_crawler(
Name='your-crawler-name',
Targets={
'S3Targets': [
{
'Path': 's3://your-bucket/'
},
]
},
Configuration='{"Version":1.0,"CrawlerOutput":{"Partitions":{"AddOrUpdateBehavior":"InheritFromTable"},"Tables":{"AddOrUpdateBehavior":"MergeNewColumns","Excludes":[],"Includes":[{"Name":"your-table-name","StorageDescriptor":{"Columns":[{"Name":"column1","Type":"string","Comment":"","Parameters":{}},{"Name":"column2","Type":"string","Comment":"","Parameters":{}},{"Name":"column3","Type":"string","Comment":"","Parameters":{}}]}}]}},"Grouping":{"TableGroupingPolicy":"CombineCompatibleSchemas"}}',
TablePrefix='your-table-prefix',
SchemaChangePolicy={
'UpdateBehavior': 'UPDATE_IN_DATABASE',
'DeleteBehavior': 'DEPRECATE_IN_DATABASE'
}
)
print(response)
请确保将代码中的your-crawler-name
替换为您的AWS Glue Crawler名称,your-bucket
替换为您的S3桶名称,your-table-name
替换为您的表名称,your-table-prefix
替换为您的表前缀。此外,您还可以根据需要添加或修改列名称和类型。
这些代码将更新AWS Glue Crawler的配置,以便正确提取CSV的头部信息并创建相应的表结构。执行代码后,AWS Glue Crawler将使用提取的头部信息来定义表的模式。