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[英]How do I extract nested values from a JSON string in SQL on BigQuery?
[英]how to extract from sqs json msg nested values in python?
我的 aws 鏈:lambda->sns->sqs->ec2 上的 python 腳本
由於無法提取我需要的值,python 腳本給我錯誤,我認為錯誤的結構,但我看不到錯誤。
我無法從 sqs 消息中的“投票”字段獲取值。 怎么做?
測試事件結構(啟用原始消息傳遞):
{
"body": {
"MessageAttributes": {
"vote": {
"Type": "Number",
"Value": "90"
},
"voter": {
"Type": "String",
"Value": "default_voter"
}
}
}
}
處理 sqs 消息的 python 腳本:
#!/usr/bin/env python3
import boto3
import json
import logging
import sys
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
queue = boto3.resource('sqs', region_name='us-east-1').get_queue_by_name(QueueName="erjan")
table = boto3.resource('dynamodb', region_name='us-east-1').Table('Votes')
def process_message(message):
try:
payload = json.loads(message.body) #unable to parse sqs json msg here
#payload = message.body
#payload = message['body']
voter = payload['MessageAttributes']['voter']['Value'] #here the exception raised!
vote = payload['MessageAttributes']['vote']['Value']
logging.info("Voter: %s, Vote: %s", voter, vote)
store_vote(voter, vote)
update_count(vote)
message.delete()
except Exception as e:
print('x = msg.body')
x = (message.body)
print(x)
print('-------')
print('message.body')
print(message.body)
try:
vote = x['MessageAttributes']['vote']['Value']
logging.error("Failed to process message")
logging.error('------- here: ' + str(e))
logging.error('vote %d' % vote)
except TypeError:
logging.error("error catched")
def store_vote(voter, vote):
try:
logging.info('table put item.......')
print('table put item......')
response = table.put_item(
Item={'voter': voter, 'vote': vote}
)
except:
logging.error("Failed to store message")
raise
def update_count(vote):
logging.info('update count....')
print('update count....')
table.update_item(
Key={'voter': 'count'},
UpdateExpression="set #vote = #vote + :incr",
ExpressionAttributeNames={'#vote': vote},
ExpressionAttributeValues={':incr': 1}
)
if __name__ == "__main__":
while True:
try:
messages = queue.receive_messages()
except KeyboardInterrupt:
logging.info("Stopping...")
break
except:
logging.error(sys.exc_info()[0])
logging.info('here error - we continue')
continue
for message in messages:
process_message(message)
我收到的錯誤消息:
payload = json.loads(message)
File "/usr/lib64/python3.7/json/__init__.py", line 341, in loads
raise TypeError(f'the JSON object must be str, bytes or bytearray, '
TypeError: the JSON object must be str, bytes or bytearray, not sqs.Message
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "./processor.py", line 90, in <module>
process_message(message)
File "./processor.py", line 40, in process_message
vote = x['MessageAttributes']['vote']['Value']
TypeError: string indices must be integers
我了解它的 sqs 消息並且具有與 json 不同的結構。我試過了
json.loads(message.body)
但是 sqs msg 是用空的 msg 正文生成的。 即使上面的測試事件有“正文”字段,它也不一樣。 當我只是調試和打印(消息)
它給出了這個 output:
sqs.Message(queue_url='https://sqs.us-east-1.amazonaws.com/025416187662/erjan', receipt_handle='AQEBAz3JiGRwss1ROOr2R8GkpBWwr7tJ1tUDUa7JurX7H6SxoF6gyj7YOxoLuU1/KcHpBIowon12Vle97mJ/cZFUIjzJon78zIIcVSVLrZbKPBABztUeE/Db0ALCMncVXpHWXk76hZVLCC+LHMsi8E5TveZ7+DbTdyDX
U6djTI1VcKpUjEoKLV9seN6JIEZV35r3fgbipHsX897IqTVvjhb0YADt6vTxYQTM1kVMEPBo5oNdTWqn6PfmoYJfZbT1GHMqphTluEwVuqBzux2kPSMtluFk3yk4XXwPJS304URJ7srMksUdoVTemA56OsksVZzXT4AcS8sm8Y3SO2PLLjZSV+7Vdc6JZlX7gslvVSADBlXw5BJCP/Rb9mA2xI9FOyW4')
我認為自動生成的 sqs 消息隱藏在某處
解決方案來自這個例子 - 最后它展示了如何接收和處理消息 - https://boto3.amazonaws.com/v1/documentation/api/latest/guide/sqs.html
總的來說,我認為隊列是空的,因為我在從隊列中檢索它時沒有指定 var 'messages' 屬性名稱。
if __name__ == "__main__":
while True:
try:
messages = queue.receive_messages() #this was empty
messages = queue.receive_messages(MessageAttributeNames=['vote','voter']) #this is the solution - we have to specify the msg attr names
except KeyboardInterrupt:
logging.info("Stopping...")
break
except:
logging.error(sys.exc_info()[0])
continue
for message in messages:
process_message(message)
因為現在在調試中它確實顯示了 msg 屬性:
def process_message(message):
try:
payload = json.loads(message.body)
print(type(payload))
print(payload)
print('-------------------MSG ATTR----------------------')
print(message.message_attributes) #shows actual values!
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