I'm trying to catch the data form a S3 object. I'm using a S3 Select feature as below:
boto3 version : 1.7.59
import boto3
s3 = boto3.client('s3')
r = s3.select_object_content(
Bucket="bucket",
Key="file.json",
ExpressionType='SQL',
Expression="select * from s3object S3Object AS s",
InputSerialization = {
'JSON': {
'Type': 'LINES'
}
},
OutputSerialization = { 'JSON': { 'RecordDelimiter': ',' } },
)
for event in r['Payload']:
if 'Records' in event:
records = event['Records']['Payload'].decode('utf-8')
print(records)
elif 'Stats' in event:
statsDetails = event['Stats']['Details']
print("Stats details bytesScanned: ")
print(statsDetails['BytesScanned'])
print("Stats details bytesProcessed: ")
print(statsDetails['BytesProcessed'])
After run my code I'm getting the error:
Traceback (most recent call last): File "C:/Users/a_urrego/PycharmProjects/DW_FlightHub/S3Select.py", line 48, in OutputSerialization = { 'JSON': { 'RecordDelimiter': ',' } }, File "C:\Users\a_urrego\AppData\Local\Programs\Python\Python36-32\lib\site-packages\botocore\client.py", line 314, in _api_call return self._make_api_call(operation_name, kwargs) File "C:\Users\a_urrego\AppData\Local\Programs\Python\Python36-32\lib\site-packages\botocore\client.py", line 612, in _make_api_call raise error_class(parsed_response, operation_name) botocore.exceptions.ClientError: An error occurred (ParseUnexpectedToken) when calling the SelectObjectContent operation: Unexpected token found AS:as at line 1, column 33.
Process finished with exit code 1
Looks like the SQL expression you're passing is invalid:
"select * from s3object S3Object AS s"
general SQL syntax will be
"SELECT <columns | *> FROM <table> <alias>"
but it looks like you've duplicated a table name or something there. Upper casing on the SQL statements is optional, but I tend to like it.
I haven't used this feature of boto3, but this seems to be the issue after 3 minutes of googling and reading the error message.
[Edit]
Updated my template above after realizing a typo. Also worth noting that a table alias is unnecessary in this use case as it's a very simple SELECT statement.