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272 lines
8.0 KiB
Python
272 lines
8.0 KiB
Python
"""
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Data Transport - 1.0
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Steve L. Nyemba, The Phi Technology LLC
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This file is a wrapper around rabbitmq server for reading and writing content to a queue (exchange)
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"""
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import pika
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from datetime import datetime
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import re
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import json
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import os
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import sys
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# if sys.version_info[0] > 2 :
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# from transport.common import Reader, Writer
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# else:
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# from common import Reader, Writer
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import json
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from multiprocessing import RLock
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class MessageQueue:
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"""
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This class hierarchy is designed to handle interactions with a queue server using pika framework (our tests are based on rabbitmq)
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:host
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:xid identifier of the exchange
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:qid identifier of the queue
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"""
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def __init__(self,**params):
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self.host= 'localhost' if 'host' not in params else params['host'] #-- location of the queue server
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self.port= 5672 if 'port' not in params else params['port']
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self.virtual_host = '/' if 'vhost' not in params else params['vhost']
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self.exchange = params['exchange'] if 'exchange' in params else 'amq.direct' #-- exchange
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self.queue = params['queue'] if 'queue' in params else 'demo'
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self.connection = None
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self.channel = None
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self.name = self.__class__.__name__.lower() if 'name' not in params else params['name']
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username = password = None
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if 'username' in params :
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username = params['username']
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password = params['password']
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if 'auth_file' in params :
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_info = json.loads((open(params['auth_file'])).read())
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username=_info['username']
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password=_info['password']
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self.virtual_host = _info['virtual_host'] if 'virtual_host' in _info else self.virtual_host
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self.exchange = _info['exchange'] if 'exchange' in _info else self.exchange
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self.queue = _info['queue'] if 'queue' in _info else self.queue
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self.credentials= pika.PlainCredentials('guest','guest')
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if 'username' in params :
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self.credentials = pika.PlainCredentials(
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params['username'],
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('' if 'password' not in params else params['password'])
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)
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def init(self,label=None):
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properties = pika.ConnectionParameters(host=self.host,port=self.port,virtual_host=self.virtual_host,
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client_properties={'connection_name':self.name},
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credentials=self.credentials)
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self.connection = pika.BlockingConnection(properties)
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self.channel = self.connection.channel()
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self.info = self.channel.exchange_declare(exchange=self.exchange,exchange_type='direct',durable=True)
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if label is None:
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self.qhandler = self.channel.queue_declare(queue=self.queue,durable=True)
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else:
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self.qhandler = self.channel.queue_declare(queue=label,durable=True)
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self.channel.queue_bind(exchange=self.exchange,queue=self.qhandler.method.queue)
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def isready(self):
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#self.init()
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resp = self.connection is not None and self.connection.is_open
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# self.close()
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return resp
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def finalize(self):
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pass
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def close(self):
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if self.connection.is_closed == False :
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self.channel.close()
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self.connection.close()
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class Writer(MessageQueue):
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"""
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This class is designed to publish content to an AMQP (Rabbitmq)
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The class will rely on pika to implement this functionality
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We will publish information to a given queue for a given exchange
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"""
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def __init__(self,**params):
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#self.host= params['host']
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#self.exchange = params['uid']
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#self.queue = params['queue']
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MessageQueue.__init__(self,**params);
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self.init()
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def write(self,data,_type='text/plain'):
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"""
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This function writes a stream of data to the a given queue
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@param object object to be written (will be converted to JSON)
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@TODO: make this less chatty
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"""
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stream = json.dumps(data) if isinstance(data,dict) else data
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self.channel.basic_publish(
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exchange=self.exchange,
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routing_key=self.queue,
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body=stream,
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properties=pika.BasicProperties(content_type=_type,delivery_mode=2)
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);
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# self.close()
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def flush(self):
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self.init()
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_mode = 1 #-- Non persistent
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self.channel.queue_delete( queue=self.queue);
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self.close()
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class Reader(MessageQueue):
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"""
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This class will read from a queue provided an exchange, queue and host
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@TODO: Account for security and virtualhosts
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"""
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def __init__(self,**params):
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"""
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@param host host
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@param uid exchange identifier
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@param qid queue identifier
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"""
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#self.host= params['host']
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#self.exchange = params['uid']
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#self.queue = params['qid']
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MessageQueue.__init__(self,**params);
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# self.init()
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self.durable = False if 'durable' not in params else params['durable']
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# if 'durable' in params :
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# self.durable = True
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# else:
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# self.durable = False
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self.size = -1
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self.data = {}
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# def init(self,qid):
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# properties = pika.ConnectionParameters(host=self.host)
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# self.connection = pika.BlockingConnection(properties)
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# self.channel = self.connection.channel()
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# self.channel.exchange_declare(exchange=self.exchange,type='direct',durable=True)
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# self.info = self.channel.queue_declare(queue=qid,durable=True)
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def callback(self,channel,method,header,stream):
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"""
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This is the callback function designed to process the data stream from the queue
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"""
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r = []
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# if re.match("^\{|\[",stream) is not None:
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if stream.startswith(b'{') or stream.startswith(b'['):
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r = json.loads(stream)
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else:
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r = stream
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qid = self.qhandler.method.queue
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if qid not in self.data :
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self.data[qid] = []
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self.data[qid].append(r)
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#
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# We stop reading when the all the messages of the queue are staked
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#
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if self.size == len(self.data[qid]) or len(self.data[qid]) == self.info.method.message_count:
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self.close()
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def read(self,**args):
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"""
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This function will read, the first message from a queue
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@TODO:
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Implement channel.basic_get in order to retrieve a single message at a time
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Have the number of messages retrieved be specified by size (parameter)
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"""
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r = {}
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self.size = -1 if 'size' in args else int(args['size'])
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#
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# We enabled the reader to be able to read from several queues (sequentially for now)
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# The qid parameter will be an array of queues the reader will be reading from
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#
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if isinstance(self.queue,str) :
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self.queue = [self.queue]
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for qid in self.queue:
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self.init(qid)
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# r[qid] = []
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if self.qhandler.method.message_count > 0:
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self.channel.basic_consume(queue=qid,on_message_callback=self.callback,auto_ack=False);
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self.channel.start_consuming()
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else:
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pass
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#self.close()
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# r[qid].append( self.data)
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return self.data
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class QueueListener(MessageQueue):
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lock = RLock()
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"""
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This class is designed to have an active listener (worker) against a specified Exchange/Queue
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It is initialized as would any other object and will require a callback function to address the objects returned.
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"""
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def __init__(self,**args):
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MessageQueue.__init__(self,**args)
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self.listen = self.read
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self.apply = args['apply'] if 'apply' in args else print
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self.lock = False if 'lock' not in args else args['lock']
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def finalize(self,channel,ExceptionReason):
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pass
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def callback(self,channel,method,header,stream) :
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_info= {}
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# if re.match("^\{|\[",stream) is not None:
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if stream.startswith(b"[") or stream.startswith(b"{"):
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_info = json.loads(stream)
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else:
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_info = stream
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#
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# At this point we should invoke the apply function with a lock if need be
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# @TODO: Establish a vocabulary
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if stream == b'QUIT' :
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# channel.exit()
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self.close()
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if self.lock == True :
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QueueListener.lock.acquire()
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try:
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#
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# In case the user has not specified a function to apply the data against, it will simply be printed
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#
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self.apply(_info)
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except Exception as e:
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pass
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if self.lock == True :
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QueueListener.lock.release()
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def read(self):
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self.init(self.queue)
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self.channel.basic_consume(self.queue,self.callback,auto_ack=True);
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self.channel.start_consuming()
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class Factory :
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@staticmethod
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def instance(**_args):
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"""
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:param count number of workers
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:param apply function workers
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"""
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_apply = _args['apply']
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_count = _args['count']
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for i in np.arange(_count) :
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_name = _args['name'] if 'name' in _args else 'worker_'+str(i)
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transport.factory.instance(provider="rabbit",context="listener",apply=_apply,auth_file=_args['auth_file']) |