SlideShare a Scribd company logo
1 of 87
Download to read offline
“RabbitMQ
     python and ruby staring
       at the looking glass”
               - an asynchronous tale -

 •   http://www.slideshare.net/hungryblank
 •   http://github.com/hungryblank/rabbitmq_rupy_2009

Paolo Negri                        @hungryblank
Resources

• http://www.slideshare.net/hungryblank
• http://github.com/hungryblank/rabbitmq_rupy_2009
About me
Time
       GNU/Linux - Dbs
                          Perl
         “systems”
                                   PHP
                          Python




                         Ruby
AMQP
Advanced Message Queuing Protocol

   • standard for high performance
     enterprise messaging
   • totally open
   • platform agnostic
   • interoperable
AMQP
     Why is it interesting?
“We use asynchronicity heavily in those 
cases where performance is an issue.
This is generally where we send content 
from one peer to another.  We send off 
methods as fast as possible without  
waiting for confirmations”
                  AMQP Specs [0.8 June 2006]
Summary

“AMQP as a case of asynchronous
protocol implementation in python
and ruby”
AMQP - Entities

Producer   msg



Consumer         msg
                       Broker


                       http://www.flickr.com/photos/17258892@N05/2588347668/
AMQP - Entities
Producer   msg

Producer   msg



                       Broker
Producer   msg


Consumer         msg

Consumer         msg




                       http://www.flickr.com/photos/17258892@N05/2588347668/
AMQP
     Implementations

• Producer/Consumer: libs available for
  python and ruby
• Broker no python or ruby
  implementation
• RabbitMQ is an implementation of
  AMQP Broker
• It’s opensource
• Written in Erlang
Erlang?
• general-purpose concurrent programming
  language designed by Ericsson
• first version written by J. Armstrong in 1986
• distributed
• fault tolerant
• soft real time
• high availability
Erlang?
Erlang's main strength is support for
concurrency
“Process communication is done via a
shared-nothing asynchronous message
passing:
every process has a “mailbox”, a queue
of messages sent by other processes,
that are not yet consumed” (Wikipedia)
+ Erlang


It’s messages all the way down
Async Python libs
            txAMQP

• “twisted AMQP”
• based on twisted python
• https://launchpad.net/txamqp
Async Python libs
               amqpev

• based on eventlet
• experimental, not ready for
  production
• http://bitbucket.org/edarc/amqpev
Async Python libs
                pika

• based on asyncio
• young but mantained by member of
  RabbitMQ core team
• http://github.com/tonyg/pika
Async Ruby libs
              amqp

• amqp gem
• based on EventMachine
• mature and widely used
• http://github.com/tmm1/amqp/
Async?

• Twisted Python
• Asyncio (python stdlib)
• eventlet (python)
• EventMachine (ruby)
Reactor Pattern

• Non blocking IO and lightweight
  concurrency
• eliminate the complexities of high-
  performance threaded network
  programming
synchronous          asynchronous
 process      Time   process

   code                 code



 network                                network
 operation              Free
                                        operation

use network          use network
 operation            operation
                                   Callback
   result               result


   Free
                        Free
Not only reactor


Some of the libs provide more i.e. eventlet
provides also coroutines
Python, pick one
              pika
• asyncio is part of python stdlib
• easy syntax
• developer member of RabbitMQ team
• fits on slides :-P
Code! Producer (ruby)
Consumer (ruby)
Behind the scenes

Publisher

  msg       Exchange   Queue   Consumer
What and where

     RabbitMQ
      (Erlang)              Producer
                          (ruby/python)

                 TCP/IP
                            Consumer
Exchange Queue
                          (ruby/python)
Producer (python)
Producer (python)




 TCP/IP connection
Producer (python)



       channel 1

 TCP/IP connection
Producer (python)



       channel 1

 TCP/IPchannel 2
         connection
Producer (python)



       channel 1

 TCP/IPchannel 2
         connection
       channel n
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Producer (python)
Publisher

  msg       Exchange   Queue   Consumer
Producer (python)
Publisher

  msg       Exchange   Queue     Consumer



             key based routing
Producer (python)
                       binding by key
Publisher

  msg       Exchange   Queue            Consumer



             key based routing
Consumer (python)
Things go wrong




If a consumer has a problem we might lose
          one or more messages
                   http://www.flickr.com/photos/danzen/2288625136/
ACKing consumer.rb
ACKing consumer.rb
ACKing consumer.rb
ACKing consumer.py
ACKing consumer.py
ACKing consumer.py
Achieved: decoupling

Publisher

  msg       Exchange   Queue   Consumer
Achieved: easy work
   load distribution
                               Consumer
Publisher

 msg A      Exchange   Queue   Consumer



                               Consumer
Achieved: easy work
   load distribution
                               Consumer
Publisher

            Exchange   Queue   Consumer
             msg A

                               Consumer
Achieved: easy work
   load distribution
                                     Consumer
Publisher

            Exchange   Queue msg A   Consumer



                                     Consumer
Achieved: easy work
   load distribution
                               msg A Consumer
Publisher

            Exchange   Queue         Consumer



                                     Consumer
prefetch?




http://www.flickr.com/photos/balakov/327431271
prefetch?


                      tcp ip
                      buffer

http://www.flickr.com/photos/balakov/327431271
prefetch - ruby
prefetch - ruby
prefetch - python
prefetch - python
More routing models

     multicasting
with fanout exchange
Fanout producer.rb
Fanout producer.rb
Fanout consumer.rb
Fanout consumer.rb
Fanout consumer.rb
Fanout consumer.rb
Fanout

                      Queue1   Cons1
Producer

msg A      Exchange   Queue2   Cons2


                      Queue3   Cons3
Fanout

                      Queue1   Cons1
Producer
           Exchange   Queue2   Cons2
            msg A

                      Queue3   Cons3
Fanout

                      msg A Queue1   Cons1
Producer
           Exchange   msg A Queue2   Cons2


                      msg A Queue3   Cons3
Fanout producer.py
Fanout producer.py
Fanout producer.py
Fanout consumer.py
Exchanges

• Direct - based on binding routing key
• Fanout - always to all bound queues
• Topic - pattern matching on routing key
Clustering
         RabbitMQ - node A   RabbitMQ - node B

TCP/IP                                           TCP/IP



         RabbitMQ - node C

TCP/IP
Plugins

• introduced with v 1.7.0
• Add functionalities to the broker
• makes a interesting first erlang project
Ecosystem


• 65 RabbitMQ / AMQP projects on github
• + more on bitbucket, and others
Sync?

• easier to add to web apps
• suitable for non performance critical
  messaging
• useful to build cli tools
Sync?

• celldee / bunny - Ruby (github)
• famoseagle / carrot - Ruby (github)
• py-amqplib - Python (http://barryp.org/software/py-amqplib/)
• ...
Distributed systems

• ezmobious / nanite - Ruby (github)
• ask / carrot - Python (github)
• ask / celery - Python (github)
• auser / poolparty - Erlang (github)
Real time web


• RabbitHub PubSubHubBub
• dansimpson / amqp-js (github)
Thank you!



    ?

More Related Content

What's hot

Scaling application with RabbitMQ
Scaling application with RabbitMQScaling application with RabbitMQ
Scaling application with RabbitMQNahidul Kibria
 
RabbitMQ Data Ingestion
RabbitMQ Data IngestionRabbitMQ Data Ingestion
RabbitMQ Data IngestionAlvaro Videla
 
Architecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard Wolff
Architecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard WolffArchitecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard Wolff
Architecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard WolffJAX London
 
Messaging Standards and Systems - AMQP & RabbitMQ
Messaging Standards and Systems - AMQP & RabbitMQMessaging Standards and Systems - AMQP & RabbitMQ
Messaging Standards and Systems - AMQP & RabbitMQAll Things Open
 
The RabbitMQ Message Broker
The RabbitMQ Message BrokerThe RabbitMQ Message Broker
The RabbitMQ Message BrokerMartin Toshev
 
Messaging with RabbitMQ and AMQP
Messaging with RabbitMQ and AMQPMessaging with RabbitMQ and AMQP
Messaging with RabbitMQ and AMQPEberhard Wolff
 
Introduction to AMQP Messaging with RabbitMQ
Introduction to AMQP Messaging with RabbitMQIntroduction to AMQP Messaging with RabbitMQ
Introduction to AMQP Messaging with RabbitMQDmitriy Samovskiy
 
The Future of Messaging: RabbitMQ and AMQP
The Future of Messaging: RabbitMQ and AMQP The Future of Messaging: RabbitMQ and AMQP
The Future of Messaging: RabbitMQ and AMQP Eberhard Wolff
 
RabbitMQ Model and Some Example Applications
RabbitMQ Model and Some Example ApplicationsRabbitMQ Model and Some Example Applications
RabbitMQ Model and Some Example ApplicationsHoucheng Lin
 
RabbitMQ fairly-indepth
RabbitMQ fairly-indepthRabbitMQ fairly-indepth
RabbitMQ fairly-indepthWee Keat Chin
 
Integrating PostgreSql with RabbitMQ
Integrating PostgreSql with RabbitMQIntegrating PostgreSql with RabbitMQ
Integrating PostgreSql with RabbitMQGavin Roy
 
Distributed messaging with AMQP
Distributed messaging with AMQPDistributed messaging with AMQP
Distributed messaging with AMQPWee Keat Chin
 
Troubleshooting RabbitMQ and services that use it
Troubleshooting RabbitMQ and services that use itTroubleshooting RabbitMQ and services that use it
Troubleshooting RabbitMQ and services that use itMichael Klishin
 
XMPP & AMQP
XMPP & AMQPXMPP & AMQP
XMPP & AMQPvoluntas
 
Improvements in RabbitMQ
Improvements in RabbitMQImprovements in RabbitMQ
Improvements in RabbitMQAlvaro Videla
 
Full Stack Bus with Javascript, RabbitMQ and Postal.js
Full Stack Bus with Javascript, RabbitMQ and Postal.jsFull Stack Bus with Javascript, RabbitMQ and Postal.js
Full Stack Bus with Javascript, RabbitMQ and Postal.jsJavier Arias Losada
 

What's hot (20)

Scaling application with RabbitMQ
Scaling application with RabbitMQScaling application with RabbitMQ
Scaling application with RabbitMQ
 
Spring RabbitMQ
Spring RabbitMQSpring RabbitMQ
Spring RabbitMQ
 
RabbitMQ Data Ingestion
RabbitMQ Data IngestionRabbitMQ Data Ingestion
RabbitMQ Data Ingestion
 
Architecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard Wolff
Architecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard WolffArchitecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard Wolff
Architecture | The Future of Messaging: RabbitMQ and AMQP | Eberhard Wolff
 
Messaging Standards and Systems - AMQP & RabbitMQ
Messaging Standards and Systems - AMQP & RabbitMQMessaging Standards and Systems - AMQP & RabbitMQ
Messaging Standards and Systems - AMQP & RabbitMQ
 
The RabbitMQ Message Broker
The RabbitMQ Message BrokerThe RabbitMQ Message Broker
The RabbitMQ Message Broker
 
Messaging with RabbitMQ and AMQP
Messaging with RabbitMQ and AMQPMessaging with RabbitMQ and AMQP
Messaging with RabbitMQ and AMQP
 
Introduction to AMQP Messaging with RabbitMQ
Introduction to AMQP Messaging with RabbitMQIntroduction to AMQP Messaging with RabbitMQ
Introduction to AMQP Messaging with RabbitMQ
 
The Future of Messaging: RabbitMQ and AMQP
The Future of Messaging: RabbitMQ and AMQP The Future of Messaging: RabbitMQ and AMQP
The Future of Messaging: RabbitMQ and AMQP
 
RabbitMQ Operations
RabbitMQ OperationsRabbitMQ Operations
RabbitMQ Operations
 
Spring RabbitMQ
Spring RabbitMQSpring RabbitMQ
Spring RabbitMQ
 
RabbitMQ Model and Some Example Applications
RabbitMQ Model and Some Example ApplicationsRabbitMQ Model and Some Example Applications
RabbitMQ Model and Some Example Applications
 
RabbitMQ fairly-indepth
RabbitMQ fairly-indepthRabbitMQ fairly-indepth
RabbitMQ fairly-indepth
 
Integrating PostgreSql with RabbitMQ
Integrating PostgreSql with RabbitMQIntegrating PostgreSql with RabbitMQ
Integrating PostgreSql with RabbitMQ
 
Distributed messaging with AMQP
Distributed messaging with AMQPDistributed messaging with AMQP
Distributed messaging with AMQP
 
Troubleshooting RabbitMQ and services that use it
Troubleshooting RabbitMQ and services that use itTroubleshooting RabbitMQ and services that use it
Troubleshooting RabbitMQ and services that use it
 
XMPP & AMQP
XMPP & AMQPXMPP & AMQP
XMPP & AMQP
 
Improvements in RabbitMQ
Improvements in RabbitMQImprovements in RabbitMQ
Improvements in RabbitMQ
 
AMQP with RabbitMQ
AMQP with RabbitMQAMQP with RabbitMQ
AMQP with RabbitMQ
 
Full Stack Bus with Javascript, RabbitMQ and Postal.js
Full Stack Bus with Javascript, RabbitMQ and Postal.jsFull Stack Bus with Javascript, RabbitMQ and Postal.js
Full Stack Bus with Javascript, RabbitMQ and Postal.js
 

Viewers also liked

Real time system_performance_mon
Real time system_performance_monReal time system_performance_mon
Real time system_performance_monTomas Doran
 
Rabbit mq簡介(上)
Rabbit mq簡介(上)Rabbit mq簡介(上)
Rabbit mq簡介(上)共和 薛
 
Being Ready for Apache Kafka - Apache: Big Data Europe 2015
Being Ready for Apache Kafka - Apache: Big Data Europe 2015Being Ready for Apache Kafka - Apache: Big Data Europe 2015
Being Ready for Apache Kafka - Apache: Big Data Europe 2015Michael Noll
 
Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...
Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...
Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...Amazon Web Services
 
唯品会大数据实践 Sacc pub
唯品会大数据实践 Sacc pub唯品会大数据实践 Sacc pub
唯品会大数据实践 Sacc pubChao Zhu
 
Apache Kafka lessons learned @PAYBACK
Apache Kafka lessons learned @PAYBACKApache Kafka lessons learned @PAYBACK
Apache Kafka lessons learned @PAYBACKMaxim Shelest
 
大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)
大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)
大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)Amazon Web Services
 
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013Introduction and Overview of Apache Kafka, TriHUG July 23, 2013
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013mumrah
 
Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache KafkaJeff Holoman
 
Developing Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache KafkaDeveloping Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache KafkaJoe Stein
 

Viewers also liked (11)

Real time system_performance_mon
Real time system_performance_monReal time system_performance_mon
Real time system_performance_mon
 
Rabbit mq簡介(上)
Rabbit mq簡介(上)Rabbit mq簡介(上)
Rabbit mq簡介(上)
 
Being Ready for Apache Kafka - Apache: Big Data Europe 2015
Being Ready for Apache Kafka - Apache: Big Data Europe 2015Being Ready for Apache Kafka - Apache: Big Data Europe 2015
Being Ready for Apache Kafka - Apache: Big Data Europe 2015
 
Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...
Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...
Infrastructure at Scale: Apache Kafka, Twitter Storm & Elastic Search (ARC303...
 
唯品会大数据实践 Sacc pub
唯品会大数据实践 Sacc pub唯品会大数据实践 Sacc pub
唯品会大数据实践 Sacc pub
 
Apache kafka
Apache kafkaApache kafka
Apache kafka
 
Apache Kafka lessons learned @PAYBACK
Apache Kafka lessons learned @PAYBACKApache Kafka lessons learned @PAYBACK
Apache Kafka lessons learned @PAYBACK
 
大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)
大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)
大數據運算媒體業案例分享 (Big Data Compute Case Sharing for Media Industry)
 
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013Introduction and Overview of Apache Kafka, TriHUG July 23, 2013
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013
 
Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache Kafka
 
Developing Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache KafkaDeveloping Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache Kafka
 

Similar to RabbitMQ with python and ruby RuPy 2009

Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...
Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...
Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...Ontico
 
Scaling the Container Dataplane
Scaling the Container Dataplane Scaling the Container Dataplane
Scaling the Container Dataplane Michelle Holley
 
Testing applications with traffic control in containers / Alban Crequy (Kinvolk)
Testing applications with traffic control in containers / Alban Crequy (Kinvolk)Testing applications with traffic control in containers / Alban Crequy (Kinvolk)
Testing applications with traffic control in containers / Alban Crequy (Kinvolk)Ontico
 
Cooking a rabbit pie
Cooking a rabbit pieCooking a rabbit pie
Cooking a rabbit pieTomas Doran
 
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Natan Silnitsky
 
Messaging with amqp and rabbitmq
Messaging with amqp and rabbitmqMessaging with amqp and rabbitmq
Messaging with amqp and rabbitmqSelasie Hanson
 
Strimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUp
Strimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUpStrimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUp
Strimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUpJosé Román Martín Gil
 
The Joy of SciPy
The Joy of SciPyThe Joy of SciPy
The Joy of SciPykammeyer
 
Scale up and Scale Out Anaconda and PyData
Scale up and Scale Out Anaconda and PyDataScale up and Scale Out Anaconda and PyData
Scale up and Scale Out Anaconda and PyDataTravis Oliphant
 
Apache Kafka
Apache KafkaApache Kafka
Apache KafkaJoe Stein
 
Netflix Keystone—Cloud scale event processing pipeline
Netflix Keystone—Cloud scale event processing pipelineNetflix Keystone—Cloud scale event processing pipeline
Netflix Keystone—Cloud scale event processing pipelineMonal Daxini
 
NFV Infrastructure Manager with High Performance Software Switch Lagopus
NFV Infrastructure Manager with High Performance Software Switch Lagopus NFV Infrastructure Manager with High Performance Software Switch Lagopus
NFV Infrastructure Manager with High Performance Software Switch Lagopus Hirofumi Ichihara
 
Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...
Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...
Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...Flink Forward
 
Introduction MQTT in English
Introduction MQTT in EnglishIntroduction MQTT in English
Introduction MQTT in EnglishEric Xiao
 
Devfest uk & ireland using apache nifi with apache pulsar for fast data on-r...
Devfest uk & ireland  using apache nifi with apache pulsar for fast data on-r...Devfest uk & ireland  using apache nifi with apache pulsar for fast data on-r...
Devfest uk & ireland using apache nifi with apache pulsar for fast data on-r...Timothy Spann
 

Similar to RabbitMQ with python and ruby RuPy 2009 (20)

Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...
Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...
Построение распределенной системы сбора данных с помощью RabbitMQ, Alvaro Vid...
 
Numba
NumbaNumba
Numba
 
Concurrency in ruby
Concurrency in rubyConcurrency in ruby
Concurrency in ruby
 
Scaling the Container Dataplane
Scaling the Container Dataplane Scaling the Container Dataplane
Scaling the Container Dataplane
 
Testing applications with traffic control in containers / Alban Crequy (Kinvolk)
Testing applications with traffic control in containers / Alban Crequy (Kinvolk)Testing applications with traffic control in containers / Alban Crequy (Kinvolk)
Testing applications with traffic control in containers / Alban Crequy (Kinvolk)
 
The bigrabbit
The bigrabbitThe bigrabbit
The bigrabbit
 
Pyhug zmq
Pyhug zmqPyhug zmq
Pyhug zmq
 
Cooking a rabbit pie
Cooking a rabbit pieCooking a rabbit pie
Cooking a rabbit pie
 
MPI n OpenMP
MPI n OpenMPMPI n OpenMP
MPI n OpenMP
 
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
 
Messaging with amqp and rabbitmq
Messaging with amqp and rabbitmqMessaging with amqp and rabbitmq
Messaging with amqp and rabbitmq
 
Strimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUp
Strimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUpStrimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUp
Strimzi - Where Apache Kafka meets OpenShift - OpenShift Spain MeetUp
 
The Joy of SciPy
The Joy of SciPyThe Joy of SciPy
The Joy of SciPy
 
Scale up and Scale Out Anaconda and PyData
Scale up and Scale Out Anaconda and PyDataScale up and Scale Out Anaconda and PyData
Scale up and Scale Out Anaconda and PyData
 
Apache Kafka
Apache KafkaApache Kafka
Apache Kafka
 
Netflix Keystone—Cloud scale event processing pipeline
Netflix Keystone—Cloud scale event processing pipelineNetflix Keystone—Cloud scale event processing pipeline
Netflix Keystone—Cloud scale event processing pipeline
 
NFV Infrastructure Manager with High Performance Software Switch Lagopus
NFV Infrastructure Manager with High Performance Software Switch Lagopus NFV Infrastructure Manager with High Performance Software Switch Lagopus
NFV Infrastructure Manager with High Performance Software Switch Lagopus
 
Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...
Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...
Flink Forward Berlin 2017: Aljoscha Krettek - Talk Python to me: Stream Proce...
 
Introduction MQTT in English
Introduction MQTT in EnglishIntroduction MQTT in English
Introduction MQTT in English
 
Devfest uk & ireland using apache nifi with apache pulsar for fast data on-r...
Devfest uk & ireland  using apache nifi with apache pulsar for fast data on-r...Devfest uk & ireland  using apache nifi with apache pulsar for fast data on-r...
Devfest uk & ireland using apache nifi with apache pulsar for fast data on-r...
 

More from Paolo Negri

Turning the web stack upside down rethinking how data flows through systems
Turning the web stack upside down  rethinking how data flows through systemsTurning the web stack upside down  rethinking how data flows through systems
Turning the web stack upside down rethinking how data flows through systemsPaolo Negri
 
AWS Lambda in infrastructure
AWS Lambda in infrastructureAWS Lambda in infrastructure
AWS Lambda in infrastructurePaolo Negri
 
Erlang introduction geek2geek Berlin
Erlang introduction geek2geek BerlinErlang introduction geek2geek Berlin
Erlang introduction geek2geek BerlinPaolo Negri
 
Erlang as a cloud citizen, a fractal approach to throughput
Erlang as a cloud citizen, a fractal approach to throughputErlang as a cloud citizen, a fractal approach to throughput
Erlang as a cloud citizen, a fractal approach to throughputPaolo Negri
 
Getting real with erlang
Getting real with erlangGetting real with erlang
Getting real with erlangPaolo Negri
 
Erlang factory 2011 london
Erlang factory 2011 londonErlang factory 2011 london
Erlang factory 2011 londonPaolo Negri
 
Erlang factory SF 2011 "Erlang and the big switch in social games"
Erlang factory SF 2011 "Erlang and the big switch in social games"Erlang factory SF 2011 "Erlang and the big switch in social games"
Erlang factory SF 2011 "Erlang and the big switch in social games"Paolo Negri
 
Scaling Social Games
Scaling Social GamesScaling Social Games
Scaling Social GamesPaolo Negri
 
Mongrel2, a short introduction
Mongrel2, a short introductionMongrel2, a short introduction
Mongrel2, a short introductionPaolo Negri
 
SimpleDb, an introduction
SimpleDb, an introductionSimpleDb, an introduction
SimpleDb, an introductionPaolo Negri
 

More from Paolo Negri (10)

Turning the web stack upside down rethinking how data flows through systems
Turning the web stack upside down  rethinking how data flows through systemsTurning the web stack upside down  rethinking how data flows through systems
Turning the web stack upside down rethinking how data flows through systems
 
AWS Lambda in infrastructure
AWS Lambda in infrastructureAWS Lambda in infrastructure
AWS Lambda in infrastructure
 
Erlang introduction geek2geek Berlin
Erlang introduction geek2geek BerlinErlang introduction geek2geek Berlin
Erlang introduction geek2geek Berlin
 
Erlang as a cloud citizen, a fractal approach to throughput
Erlang as a cloud citizen, a fractal approach to throughputErlang as a cloud citizen, a fractal approach to throughput
Erlang as a cloud citizen, a fractal approach to throughput
 
Getting real with erlang
Getting real with erlangGetting real with erlang
Getting real with erlang
 
Erlang factory 2011 london
Erlang factory 2011 londonErlang factory 2011 london
Erlang factory 2011 london
 
Erlang factory SF 2011 "Erlang and the big switch in social games"
Erlang factory SF 2011 "Erlang and the big switch in social games"Erlang factory SF 2011 "Erlang and the big switch in social games"
Erlang factory SF 2011 "Erlang and the big switch in social games"
 
Scaling Social Games
Scaling Social GamesScaling Social Games
Scaling Social Games
 
Mongrel2, a short introduction
Mongrel2, a short introductionMongrel2, a short introduction
Mongrel2, a short introduction
 
SimpleDb, an introduction
SimpleDb, an introductionSimpleDb, an introduction
SimpleDb, an introduction
 

Recently uploaded

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 

Recently uploaded (20)

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 

RabbitMQ with python and ruby RuPy 2009