Erik Tank gives a presentation on adding Avro to Kafka streams. He discusses Avro schemas, the Avro workflow with the Schema Registry, best practices for schema design and compatibility, and main takeaways around carefully choosing topic names and schemas and using .avdl files. The presentation provides an overview of using Avro with Kafka to enable serialization, evolution and flexibility for messaging needs.
The FLOW3 framework got a lot of attention when version 1.0 was released after years of development. Its main approach is to deliver a whole-in-one concept for modern programming techniques and guiding developers to write excellent code. This session takes you on a tour through FLOW3's key features by demonstrating the making of a real application.
In this slideshare we introduce the basic concepts of a simple REST applications with Python and present some examples, see our Github repository. In addition we’ll go under the hood to see how Hammock provides abstraction and I’ll also show simple benchmarks that measure the library overhead.
FLOW3 is a web application platform which uses Domain-Driven Design as its major underlying concept. This approach makes FLOW3 easy to learn and at the same time clean and flexible for complex projects. It features namespaces, has an emphasis on clean, object-oriented code and provides a seemless Doctrine 2 integration.
FLOW3 incorporates Dependency Injection in a way which lets you truly enjoy creating a stable and easy-to-test application architecture (no configuration necessary). Being the only Aspect-Oriented Programming capable PHP framework, FLOW3 allows you to cleanly separate cross-cutting concerns like security from your main application logic.
This tutorial takes you through an imaginary project from scratch. During the journey we’ll visit all important areas of the framework.
Big Data, Data Lake, Fast Data - Dataserialiation-FormatsGuido Schmutz
The concept of "Data Lake" is in everyone's mind today. The idea of storing all the data that accumulates in a company in a central location and making it available sounds very interesting at first. But Data Lake can quickly turn from a clear, beautiful mountain lake into a huge pond, especially if it is inexpertly entrusted with all the source data formats that are common in today's enterprises, such as XML, JSON, CSV or unstructured text data. Who, after some time, still has an overview of which data, which format and how they have developed over different versions? Anyone who wants to help themselves from the Data Lake must ask themselves the same questions over and over again: what information is provided, what data types do they have and how has the content changed over time?
Data serialization frameworks such as Apache Avro and Google Protocol Buffer (Protobuf), which enable platform-independent data modeling and data storage, can help. This talk will discuss the possibilities of Avro and Protobuf and show how they can be used in the context of a data lake and what advantages can be achieved. The support on Avro and Protobuf by Big Data and Fast Data platforms is also a topic.
Testing API platform with Behat BDD testsStefan Adolf
An addon talk for the api platform talk that goes into the depth of BDD support in api platform. Use Behat to write human readable feature and scenario descriptions. Accompanying demo repo for the basic behat test cases: https://github.com/coding-berlin/great-countries
sbt-ethereum: a terminal for the world computerSteve Waldman
An introduction to sbt-ethereum, a high-level command line for interacting directly and powerfully with the Ethereum blockchain, as well as developing smart contracts and integrating with Scala apps.
The FLOW3 framework got a lot of attention when version 1.0 was released after years of development. Its main approach is to deliver a whole-in-one concept for modern programming techniques and guiding developers to write excellent code. This session takes you on a tour through FLOW3's key features by demonstrating the making of a real application.
In this slideshare we introduce the basic concepts of a simple REST applications with Python and present some examples, see our Github repository. In addition we’ll go under the hood to see how Hammock provides abstraction and I’ll also show simple benchmarks that measure the library overhead.
FLOW3 is a web application platform which uses Domain-Driven Design as its major underlying concept. This approach makes FLOW3 easy to learn and at the same time clean and flexible for complex projects. It features namespaces, has an emphasis on clean, object-oriented code and provides a seemless Doctrine 2 integration.
FLOW3 incorporates Dependency Injection in a way which lets you truly enjoy creating a stable and easy-to-test application architecture (no configuration necessary). Being the only Aspect-Oriented Programming capable PHP framework, FLOW3 allows you to cleanly separate cross-cutting concerns like security from your main application logic.
This tutorial takes you through an imaginary project from scratch. During the journey we’ll visit all important areas of the framework.
Big Data, Data Lake, Fast Data - Dataserialiation-FormatsGuido Schmutz
The concept of "Data Lake" is in everyone's mind today. The idea of storing all the data that accumulates in a company in a central location and making it available sounds very interesting at first. But Data Lake can quickly turn from a clear, beautiful mountain lake into a huge pond, especially if it is inexpertly entrusted with all the source data formats that are common in today's enterprises, such as XML, JSON, CSV or unstructured text data. Who, after some time, still has an overview of which data, which format and how they have developed over different versions? Anyone who wants to help themselves from the Data Lake must ask themselves the same questions over and over again: what information is provided, what data types do they have and how has the content changed over time?
Data serialization frameworks such as Apache Avro and Google Protocol Buffer (Protobuf), which enable platform-independent data modeling and data storage, can help. This talk will discuss the possibilities of Avro and Protobuf and show how they can be used in the context of a data lake and what advantages can be achieved. The support on Avro and Protobuf by Big Data and Fast Data platforms is also a topic.
Testing API platform with Behat BDD testsStefan Adolf
An addon talk for the api platform talk that goes into the depth of BDD support in api platform. Use Behat to write human readable feature and scenario descriptions. Accompanying demo repo for the basic behat test cases: https://github.com/coding-berlin/great-countries
sbt-ethereum: a terminal for the world computerSteve Waldman
An introduction to sbt-ethereum, a high-level command line for interacting directly and powerfully with the Ethereum blockchain, as well as developing smart contracts and integrating with Scala apps.
From the International PHP Conference (Spring Edition) 2012, in Berlin, Germany.
FLOW3 is a web application platform which uses Domain-Driven Design as its major underlying concept. This approach makes FLOW3 easy to learn and at the same time clean and flexible for complex projects. It features namespaces, has an emphasis on clean, object-oriented code and provides a seemless Doctrine 2 integration. FLOW3 incorporates Dependency Injection in a way which lets you truly enjoy creating a stable and easy-to-test application architecture (no configuration necessary). Being the only Aspect-Oriented Programming capable PHP framework, FLOW3 allows you to cleanly separate cross-cutting concerns like security from your main application logic. This tutorial takes you through an imaginary project from scratch. During the journey we’ll visit all important areas of the framework.
Functional Comparison and Performance Evaluation of Streaming FrameworksHuafeng Wang
A report covers the functional comparison and performance evaluation between Apache Flink, Apache Spark Streaming, Apache Storm and Apache Gearpump(incubating)
Cassandra stands out amongst the big data products in its ability to handle optimized writes of large amounts of data while providing configurable fault tolerance and data integrity. Two popular libraries that allow the JVM developer to leverage these capabilities are Hector and the recently open sourced Astyanax. In this talk, Joe presents examples of storing time series data in a Cassandra data store using both of these libraries. There will be code! As an added bonus, a mechanism to unit test using an embedded Cassandra client will be presented.
Code can be downloaded from https://github.com/jmctee/Cassandra-Client-Tutorial
My talk at FullStackFest, 4.9.2017. Become more familiar with managing infrastructure using Terraform, Packer and deployment pipeline. Code repository - https://github.com/antonbabenko/terraform-deployment-pipeline-talk
Apache Beam (formerly Google Cloud Dataflow SDK) is an unified model and set of language-specific SDKs for defining and executing data processing workflows. You design pipelines, simplifying the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service).
This presentation introduces the Beam programming model, and how you can use it to design your pipelines, transporting PCollection and applying some PTransforms. You will see how the same code will be "translated" to a target runtimes thanks to a specific runner. You will also have an overview of the current roadmap, with the new interesting features.
The FLOW3 framework got a lot of attention when version 1.0 was released after years of development. Its main approach is to deliver a whole-in-one concept for modern programming techniques and guiding developers to write excellent code. This session takes you on a tour through FLOW3's key features by demonstrating the making of a real application.
Talk by Jan Medved (Distinguished Engineer at Cisco) at Bay Area OpenDaylight Meetup on Oct 20, 2014.
http://www.meetup.com/OpenDaylight-Silicon-Valley/events/212834752/
Slides from Talk by Jan Medved on Yang modeling and its support in OpenDaylight meetup
http://www.meetup.com/OpenDaylight-Silicon-Valley/events/212834752
Yang is a data modeling language that is rapidly being adopted to model Netconf, an IETF standardized network management protocol, as well as to model other data interfaces in OpenDaylight. Join us for the talk by expert Jan Medved to learn about Yang and its usage within OpenDaylight.
Best practices for crafting high quality PHP apps (php[world] 2019)James Titcumb
The Best Practices for Crafting Quality PHP Applications workshop is an interactive exploration into some conventions, processes, and habits that help make better quality software. Whilst there is no single silver bullet, we will spend time discussing, supported by some practical exercises, what improvements we can make. We’ll focus on three core areas; planning, development, and testing; using a variety of practical explorations, group discussion and showing you discoveries from my own experience.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
From the International PHP Conference (Spring Edition) 2012, in Berlin, Germany.
FLOW3 is a web application platform which uses Domain-Driven Design as its major underlying concept. This approach makes FLOW3 easy to learn and at the same time clean and flexible for complex projects. It features namespaces, has an emphasis on clean, object-oriented code and provides a seemless Doctrine 2 integration. FLOW3 incorporates Dependency Injection in a way which lets you truly enjoy creating a stable and easy-to-test application architecture (no configuration necessary). Being the only Aspect-Oriented Programming capable PHP framework, FLOW3 allows you to cleanly separate cross-cutting concerns like security from your main application logic. This tutorial takes you through an imaginary project from scratch. During the journey we’ll visit all important areas of the framework.
Functional Comparison and Performance Evaluation of Streaming FrameworksHuafeng Wang
A report covers the functional comparison and performance evaluation between Apache Flink, Apache Spark Streaming, Apache Storm and Apache Gearpump(incubating)
Cassandra stands out amongst the big data products in its ability to handle optimized writes of large amounts of data while providing configurable fault tolerance and data integrity. Two popular libraries that allow the JVM developer to leverage these capabilities are Hector and the recently open sourced Astyanax. In this talk, Joe presents examples of storing time series data in a Cassandra data store using both of these libraries. There will be code! As an added bonus, a mechanism to unit test using an embedded Cassandra client will be presented.
Code can be downloaded from https://github.com/jmctee/Cassandra-Client-Tutorial
My talk at FullStackFest, 4.9.2017. Become more familiar with managing infrastructure using Terraform, Packer and deployment pipeline. Code repository - https://github.com/antonbabenko/terraform-deployment-pipeline-talk
Apache Beam (formerly Google Cloud Dataflow SDK) is an unified model and set of language-specific SDKs for defining and executing data processing workflows. You design pipelines, simplifying the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service).
This presentation introduces the Beam programming model, and how you can use it to design your pipelines, transporting PCollection and applying some PTransforms. You will see how the same code will be "translated" to a target runtimes thanks to a specific runner. You will also have an overview of the current roadmap, with the new interesting features.
The FLOW3 framework got a lot of attention when version 1.0 was released after years of development. Its main approach is to deliver a whole-in-one concept for modern programming techniques and guiding developers to write excellent code. This session takes you on a tour through FLOW3's key features by demonstrating the making of a real application.
Talk by Jan Medved (Distinguished Engineer at Cisco) at Bay Area OpenDaylight Meetup on Oct 20, 2014.
http://www.meetup.com/OpenDaylight-Silicon-Valley/events/212834752/
Slides from Talk by Jan Medved on Yang modeling and its support in OpenDaylight meetup
http://www.meetup.com/OpenDaylight-Silicon-Valley/events/212834752
Yang is a data modeling language that is rapidly being adopted to model Netconf, an IETF standardized network management protocol, as well as to model other data interfaces in OpenDaylight. Join us for the talk by expert Jan Medved to learn about Yang and its usage within OpenDaylight.
Best practices for crafting high quality PHP apps (php[world] 2019)James Titcumb
The Best Practices for Crafting Quality PHP Applications workshop is an interactive exploration into some conventions, processes, and habits that help make better quality software. Whilst there is no single silver bullet, we will spend time discussing, supported by some practical exercises, what improvements we can make. We’ll focus on three core areas; planning, development, and testing; using a variety of practical explorations, group discussion and showing you discoveries from my own experience.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
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CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
6. Let’s Talk Schema
Cons
❑No mechanism for evolution
❑No contract enforcement
Avro
Schem
a
Registry
@erik_tank
7. History of Avro
(Aircraft)
1956
Avro Vulcan B. 1
High-altitude strategic bomber
Operated by the Royal Air Force
(RAF) from 1956 until 1984
1963
Merged into Hawker
Siddeley Aviation
However, the Avro name has
been used for some aircraft
since then
1909
Roe I Triplane
First aircraft build by the Roes.
First flight on June 5th
1909
1910
Founded by Alliott &
Humphrey Verdon Roe
One of the world's first
aircraft builders.
@erik_tank
8. History of Avro (Aircraft)
2006
Hadoop
Search removed from Nutch and with
only the data processing/sharing parts
Hadoop is born.
2009
Apache Avro
A specification based design to
server the data exchange
needs to a world with multiple
*everything*.
2002
Nutch
Doug Cutting set out to
build an open source full
scale search engine
2003
Writable/SequenceFile
Improving the ability to
MapReduce and other
parallel data computations
@erik_tank
9. Avro
❑Language neutral serialization system
❑Rich data structure
❑Compact, fast, binary data format
❑Integration to dynamic languages
❑Code generation (Java)
❑RPC
❑Schema evolution
@erik_tank
10. Why Use
❑ Data compression
❑ Language support
❑ Schema evolution
❑ Flexibility
@erik_tank
11. Why Not
❑ Initial Lift
❑ Binary format
❑ Not turn key in every language
❑ Prototyping
❑ You’re afraid?
@erik_tank
14. Short Kafka Detour
❑Topic contains messages
❑message is a key-value pair
❑subject – Schema Registry
topic_name-key
topic_name-value
@erik_tank
15. Picking a Topic Name
❑Avoid names that change over time
❑Settle on a template for your topics
❑ <message type>.<dataset name>.<data name>
❑Topic should reflect its purpose
Source: https://riccomini.name/how-paint-bike-shed-kafka-topic-naming-conventions
@erik_tank
21. Best Practices (Do’s)
❑Default Value
❑Document!!!
❑Carefully consider topic name
❑Carefully consider changes to schema
❑Deal with Avro as a DB connection
@erik_tank