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December 21, 2015 10:03
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| # coding=utf-8 | |
| from __future__ import absolute_import | |
| from boto3 import Session | |
| from flask import current_app | |
| from dodo.app import app | |
| known_devices = { | |
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| } | |
| app.app_context().push() | |
| config = current_app.config | |
| log_group_name = config.get('CLOUDWATCH_ASSIST_MESSAGE_LOG_GROUP') | |
| session = Session( | |
| aws_access_key_id=config['AWS_ACCESS_KEY_ID'], | |
| aws_secret_access_key=config['AWS_SECRET_ACCESS_KEY'], | |
| region_name=config['AWS_DEFAULT_REGION'] | |
| ) | |
| client = session.client('logs') | |
| streams = client.describe_log_streams( | |
| logGroupName=log_group_name, | |
| logStreamNamePrefix='device-' | |
| )['logStreams'] | |
| class MessageLog(object): | |
| def __init__(self, device_id, message_id): | |
| self.device_id = device_id | |
| self.message_id = message_id | |
| self.created_at = None | |
| self.consumed_at = None | |
| self.processed_at = None | |
| @property | |
| def valid(self): | |
| return self.created_at and self.consumed_at and self.processed_at | |
| @property | |
| def consume_interval(self): | |
| if self.consumed_at and self.created_at: | |
| return self.consumed_at - self.created_at | |
| @property | |
| def process_interval(self): | |
| if self.processed_at and self.consumed_at: | |
| return self.processed_at - self.consumed_at | |
| @property | |
| def total_interval(self): | |
| if self.processed_at and self.created_at: | |
| return self.processed_at - self.created_at | |
| messages = {} | |
| for s in streams: | |
| stream_name = s['logStreamName'] | |
| device_id = int(stream_name.split('-')[1]) | |
| if device_id not in known_devices: | |
| continue | |
| events = client.get_log_events( | |
| logGroupName=log_group_name, | |
| logStreamName=stream_name | |
| )['events'] | |
| for e in events: | |
| message = e['message'] | |
| message_id = message.split(':')[0] | |
| if message_id not in messages: | |
| messages[message_id] = MessageLog(device_id, message_id) | |
| if 'created' in message: | |
| messages[message_id].created_at = e['timestamp'] | |
| elif 'consumed' in message: | |
| messages[message_id].consumed_at = e['timestamp'] | |
| elif 'processed' in message: | |
| messages[message_id].processed_at = e['timestamp'] | |
| total_intervals = [] | |
| consume_intervals = [] | |
| process_intervals = [] | |
| create_failed = 0 | |
| consume_failed = 0 | |
| process_failed = 0 | |
| failed = 0 | |
| for log in messages.values(): | |
| if not log.valid: | |
| failed += 1 | |
| if log.consumed_at is None: | |
| consume_failed += 1 | |
| elif log.processed_at is None: | |
| process_failed += 1 | |
| else: | |
| create_failed += 1 | |
| if log.consume_interval > 0: | |
| consume_intervals.append(log.consume_interval) | |
| if log.process_interval > 0: | |
| process_intervals.append(log.process_interval) | |
| if log.total_interval > 0: | |
| total_intervals.append(log.total_interval) | |
| def avg(lst): | |
| return sum(lst) / float(len(lst)) | |
| print 'creation failure ratio: {} / {}'.format(create_failed, len(messages)) | |
| print 'consume failure ratio: {} / {}'.format(consume_failed, len(messages)) | |
| print 'process failure ratio: {} / {}'.format(process_failed, len(messages)) | |
| print 'total failure ratio: {} / {}'.format(failed, len(messages)) | |
| print 'avg consume interval: {}'.format(avg(consume_intervals)) | |
| print 'avg process interval: {}'.format(avg(process_intervals)) | |
| print 'avg total interval: {}'.format(avg(total_intervals)) |
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