This document provides an overview of the AWK scripting language including:
- A brief history of AWK and its variants such as GNU AWK.
- An explanation of how AWK scripts work by processing text files line by line and assigning data to columns based on field separators.
- Examples of common tasks that can be accomplished with AWK like managing databases, generating reports, and validating data.
- An overview of the syntax used to write and execute AWK scripts, including specifying patterns and actions, setting variables, and using built-in variables.
Pulsar is used by a portfolio of products at Splunk for stream processing of different types of data, including metrics and logs. In this talk, Karthik Ramasamy will share how Splunk helped a flagship customer scale a Pulsar deployment to handle 10 PB/day in a single cluster. He will talk about the journey, the challenges faced, and the trade-offs made to scale Pulsar and operate it reliably and stably in Google Cloud Platform (GCP).
Pulsar is used by a portfolio of products at Splunk for stream processing of different types of data, including metrics and logs. In this talk, Karthik Ramasamy will share how Splunk helped a flagship customer scale a Pulsar deployment to handle 10 PB/day in a single cluster. He will talk about the journey, the challenges faced, and the trade-offs made to scale Pulsar and operate it reliably and stably in Google Cloud Platform (GCP).
Workshop Spring - Session 1 - L'offre Spring et les basesAntoine Rey
Rejoignez les millions de développeurs Spring
De par sa forte pénétration dans les entreprises, tout développeur Java /JEE a ou aura à travailler sur une application s’appuyant sur Spring. Or Spring dépasse le cadre du simple framework open source.
Cette série de 5 workshops a pour objectif de faire un tour d’horizon de l’écosystème des technologies supportées par Spring avant de se focaliser plus spécifiquement sur certaines d’entre elles.
Retours d’expérience, bonnes pratiques, techniques avancées seront de partie.
Propulsée dans Java EE 6 avec CDI et plus récemment au sein de JavaScript avec Google Gin, l’injection de dépendance sera au cœur du premier workshop.
Voici le support de présentation du workshop sur Spring que j'ai animé en novembre 2011 au sein de ma SSII et que j'ai réactualisé avant sa diffusion sur Slideshare.
Au sommaire du workshop :
1. Zoom sur le portfolio Spring Source
1. Le cœur du framework Spring : IoC, AOP et support
2. Le support proposé par Spring : persistance, présentation, communication, test, outils …
2. Les fondamentaux
1. Fonctionnement du conteneur léger
2. Les beans Spring
3. Les design patterns rencontrés dans Spring
Cette introduction vise à:
* définir le rôle de l'architecture logicielle;
* retracer l'évolution du développement logiciel afin de mieux comprendre l'état (d'immaturité) de cette discipline;
* brosser un portrait des qualités essentielles d'un architecte;
* introduire quelques fondements de cette discipline.
[Webinar]: Working with Reactive SpringKnoldus Inc.
In this PPT, we will go through the new feature of Reactive Spring i.e how to work with Reactive Programming in Spring 5.0.
These slides also cover:
1. Reactive Architecture and why we need it.
2. Advantages of writing reactive code.
3. How it works with Spring framework.
Cisco® Application Centric Infrastructure (ACI) is an innovative architecture that radically simplifies, optimizes, and accelerates the entire application deployment lifecycle. Cloud, mobility, and big data applications are causing a shift in the data center model. Cisco ACI redefines the power of IT, enabling IT to be more responsive to changing business and application needs, enhancing agility, and adding business value. Cisco ACI delivers a transformational operating model for next-generation data center and cloud applications. This Cisco ACI hands lab will step you through from the ACI Fabric concepts to deployment. • Cisco ACI Overview • ACI Fabric Discovery • ACI Building Basic Network Constructs • ACI Building Policy Filters and Contracts • : Deploying a 3-Tier Application Network Profile • ACI Integrating with VMware • Deploying a Service Graph with Application Network Profile • Exploring Monitoring and Troubleshooting
Workshop Spring - Session 1 - L'offre Spring et les basesAntoine Rey
Rejoignez les millions de développeurs Spring
De par sa forte pénétration dans les entreprises, tout développeur Java /JEE a ou aura à travailler sur une application s’appuyant sur Spring. Or Spring dépasse le cadre du simple framework open source.
Cette série de 5 workshops a pour objectif de faire un tour d’horizon de l’écosystème des technologies supportées par Spring avant de se focaliser plus spécifiquement sur certaines d’entre elles.
Retours d’expérience, bonnes pratiques, techniques avancées seront de partie.
Propulsée dans Java EE 6 avec CDI et plus récemment au sein de JavaScript avec Google Gin, l’injection de dépendance sera au cœur du premier workshop.
Voici le support de présentation du workshop sur Spring que j'ai animé en novembre 2011 au sein de ma SSII et que j'ai réactualisé avant sa diffusion sur Slideshare.
Au sommaire du workshop :
1. Zoom sur le portfolio Spring Source
1. Le cœur du framework Spring : IoC, AOP et support
2. Le support proposé par Spring : persistance, présentation, communication, test, outils …
2. Les fondamentaux
1. Fonctionnement du conteneur léger
2. Les beans Spring
3. Les design patterns rencontrés dans Spring
Cette introduction vise à:
* définir le rôle de l'architecture logicielle;
* retracer l'évolution du développement logiciel afin de mieux comprendre l'état (d'immaturité) de cette discipline;
* brosser un portrait des qualités essentielles d'un architecte;
* introduire quelques fondements de cette discipline.
[Webinar]: Working with Reactive SpringKnoldus Inc.
In this PPT, we will go through the new feature of Reactive Spring i.e how to work with Reactive Programming in Spring 5.0.
These slides also cover:
1. Reactive Architecture and why we need it.
2. Advantages of writing reactive code.
3. How it works with Spring framework.
Cisco® Application Centric Infrastructure (ACI) is an innovative architecture that radically simplifies, optimizes, and accelerates the entire application deployment lifecycle. Cloud, mobility, and big data applications are causing a shift in the data center model. Cisco ACI redefines the power of IT, enabling IT to be more responsive to changing business and application needs, enhancing agility, and adding business value. Cisco ACI delivers a transformational operating model for next-generation data center and cloud applications. This Cisco ACI hands lab will step you through from the ACI Fabric concepts to deployment. • Cisco ACI Overview • ACI Fabric Discovery • ACI Building Basic Network Constructs • ACI Building Policy Filters and Contracts • : Deploying a 3-Tier Application Network Profile • ACI Integrating with VMware • Deploying a Service Graph with Application Network Profile • Exploring Monitoring and Troubleshooting
Flink Forward Berlin 2018: Robert Bradshaw & Maximilian Michels - "Universal ...Flink Forward
Apache Beam is a unified batch and streaming programming model. Apache Beam runs on various execution backends, such as Apache Flink, Apache Spark, Apache Samza, Apache Gearpump, Apache Hadoop, and Google Cloud Dataflow.
Up until recently, Java was the predominant language for writing Beam Jobs. However, thanks to the Beam portability project you can now write your pipelines in other languages (Java/Scala/Python/Go/SQL). The benefit of this is simple - Not only can you use your favorite programming language to write data processing pipelines but also all of its libraries.
After a brief introduction to Apache Beam, we want to explain how cross-language portability was made possible. Further, we want to showcase the portability with TFX, a Python library for machine learning with TensorFlow.
This talk is for everyone who wants to learn about Apache Beam, its API, and its portability layer. No machine learning knowledge required.
Fundamentals of Stream Processing with Apache Beam, Tyler Akidau, Frances Perry confluent
Apache Beam (unified Batch and strEAM processing!) is a new Apache incubator project. Originally based on years of experience developing Big Data infrastructure within Google (such as MapReduce, FlumeJava, and MillWheel), it has now been donated to the OSS community at large.
Come learn about the fundamentals of out-of-order stream processing, and how Beam’s powerful tools for reasoning about time greatly simplify this complex task. Beam provides a model that allows developers to focus on the four important questions that must be answered by any stream processing pipeline:
What results are being calculated?
Where in event time are they calculated?
When in processing time are they materialized?
How do refinements of results relate?
Furthermore, by cleanly separating these questions from runtime characteristics, Beam programs become portable across multiple runtime environments, both proprietary (e.g., Google Cloud Dataflow) and open-source (e.g., Flink, Spark, et al).
The Archaeological Recording Kit: An open source solution to project recordingJessica Ogden
This is workshop presentation given at the Computer Applications and Quantitative Methods conference on March 26, 2012. It gives a brief introduction to ARK as well as a few introductory steps towards customising an ARK configuration. Further information can be found at: ark.lparchaeology.com
A new look on Spark 2 features and Under the hood. We try to look at Apache spark latest release with an examining look, while still loving it, but also criticising it.
Apache Spark Streaming + Kafka 0.10 with Joan ViladrosarieraSpark Summit
Spark Streaming has supported Kafka since it’s inception, but a lot has changed since those times, both in Spark and Kafka sides, to make this integration more fault-tolerant and reliable.Apache Kafka 0.10 (actually since 0.9) introduced the new Consumer API, built on top of a new group coordination protocol provided by Kafka itself. So a new Spark Streaming integration comes to the playground, with a similar design to the 0.8 Direct DStream approach. However, there are notable differences in usage, and many exciting new features. In this talk, we will cover what are the main differences between this new integration and the previous one (for Kafka 0.8), and why Direct DStreams have replaced Receivers for good. We will also see how to achieve different semantics (at least one, at most one, exactly once) with code examples. Finally, we will briefly introduce the usage of this integration in Billy Mobile to ingest and process the continuous stream of events from our AdNetwork.
Realizing the promise of portable data processing with Apache BeamDataWorks Summit
The world of big data involves an ever changing field of players. Much as SQL stands as a lingua franca for declarative data analysis, Apache Beam aims to provide a portable standard for expressing robust, out-of-order data processing pipelines in a variety of languages across a variety of platforms. In a way, Apache Beam is a glue that can connect the Big Data ecosystem together; it enables users to "run-anything-anywhere".
This talk will briefly cover the capabilities of the Beam model for data processing, as well as the current state of the Beam ecosystem. We'll discuss Beam architecture and dive into the portability layer. We'll offer a technical analysis of the Beam's powerful primitive operations that enable true and reliable portability across diverse environments. Finally, we'll demonstrate a complex pipeline running on multiple runners in multiple deployment scenarios (e.g. Apache Spark on Amazon Web Services, Apache Flink on Google Cloud, Apache Apex on-premise), and give a glimpse at some of the challenges Beam aims to address in the future.
Gamify Your Mind; The Secret Sauce to Delivering Success, Continuously Improv...Shahin Sheidaei
Games are powerful teaching tools, fostering hands-on engagement and fun. But they require careful consideration to succeed. Join me to explore factors in running and selecting games, ensuring they serve as effective teaching tools. Learn to maintain focus on learning objectives while playing, and how to measure the ROI of gaming in education. Discover strategies for pitching gaming to leadership. This session offers insights, tips, and examples for coaches, team leads, and enterprise leaders seeking to teach from simple to complex concepts.
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Into the Box Keynote Day 2: Unveiling amazing updates and announcements for modern CFML developers! Get ready for exciting releases and updates on Ortus tools and products. Stay tuned for cutting-edge innovations designed to boost your productivity.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
In software engineering, the right architecture is essential for robust, scalable platforms. Wix has undergone a pivotal shift from event sourcing to a CRUD-based model for its microservices. This talk will chart the course of this pivotal journey.
Event sourcing, which records state changes as immutable events, provided robust auditing and "time travel" debugging for Wix Stores' microservices. Despite its benefits, the complexity it introduced in state management slowed development. Wix responded by adopting a simpler, unified CRUD model. This talk will explore the challenges of event sourcing and the advantages of Wix's new "CRUD on steroids" approach, which streamlines API integration and domain event management while preserving data integrity and system resilience.
Participants will gain valuable insights into Wix's strategies for ensuring atomicity in database updates and event production, as well as caching, materialization, and performance optimization techniques within a distributed system.
Join us to discover how Wix has mastered the art of balancing simplicity and extensibility, and learn how the re-adoption of the modest CRUD has turbocharged their development velocity, resilience, and scalability in a high-growth environment.
Paketo Buildpacks : la meilleure façon de construire des images OCI? DevopsDa...Anthony Dahanne
Les Buildpacks existent depuis plus de 10 ans ! D’abord, ils étaient utilisés pour détecter et construire une application avant de la déployer sur certains PaaS. Ensuite, nous avons pu créer des images Docker (OCI) avec leur dernière génération, les Cloud Native Buildpacks (CNCF en incubation). Sont-ils une bonne alternative au Dockerfile ? Que sont les buildpacks Paketo ? Quelles communautés les soutiennent et comment ?
Venez le découvrir lors de cette session ignite
Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
OpenFOAM solver for Helmholtz equation, helmholtzFoam / helmholtzBubbleFoamtakuyayamamoto1800
In this slide, we show the simulation example and the way to compile this solver.
In this solver, the Helmholtz equation can be solved by helmholtzFoam. Also, the Helmholtz equation with uniformly dispersed bubbles can be simulated by helmholtzBubbleFoam.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
Large Language Models and the End of ProgrammingMatt Welsh
Talk by Matt Welsh at Craft Conference 2024 on the impact that Large Language Models will have on the future of software development. In this talk, I discuss the ways in which LLMs will impact the software industry, from replacing human software developers with AI, to replacing conventional software with models that perform reasoning, computation, and problem-solving.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
4. AWK Language
Alfred Aho, Peter Weinberger, Brian Kernighan
Authors
Interpreted programming language/ Very powerful / specially designed for text processing
Variants of AWK
AWK - Original AWK from AT & T Laboratory.
NAWK - Newer and improved version of AWK from AT & T Laboratory.
GAWK - GNU AWK. All GNU/Linux distributions ship GAWK. fully compatible with AWK and NAWK.
5. AWK Language
More about AWK…………..
✓ Command/tool available in all the Linux/Unix flavors
✓ Perform activities
▪ processing text files(filtering, manipulation etc.)
▪ Reporting
✓ Consist of,
Arithmetic operations
Binary operations,
conditions
loops, functions
Programming Language
“Awk the Swiss army knife of the
Unix toolkit”.
7. Script vs. program
Script - Scripting Language Program - Programming Language
script is interpreted Program is executed
set of rules to control another software
application
a. converts code line by line
b. slower/less memory needed
c. errors displayed for every line
Set of instructions to perform a certain
task
a. converts whole code at a time
b. Faster/more memory needed
c. errors displayed after checking whole
program
https://www.youtube.com/watch?v=XgPrF3GOSMw
8. What can we do with AWK?
❖ Manage small, personal databases
❖ Generate reports
❖ Validate data
❖ Produce indexes
❖ Perform document preparation tasks
❖ Experiment with algorithms (that can be adapted later
to other computer languages)
10. How AWK works?
Works line by line
-horizontal manner, reading one line after the other-
Treats a file as group of columns
-assign data to columns depending on the field separator-
$1, $2, $3,………. : Assigned column numbers
NF(Number of Fields): Last column number(built-in-variable)
Different
Conditions
Columns Desired OutputApply
on
Get
11. How to write and execute
scripts in AWK?
-Syntaxes and Examples-
12. How to Write?
o Awk scripts start with the line: #! /path/to/awk/utility –f
E.g.If Awk utility is located in /usr/bin/awk then start line will be #! /usr/bin/awk -f
#! /usr/bin/awk -f
Interpreter Interpreter option
(to read file)
Specifies
Interpreter
Start
13. How to Write?
Rule in a script pattern { action }
/aaronkilik/ { print "Username :",$1,"User ID :",$3,"User GID :",$4 }
Save Script_Name.awk
14. How to Execute?
Change Privileges chmod +x Script_Name.awk
Execute ./Script_Name.awk [input_files]
E.g.: chmod +x first.awk
E.g.: ./first.awk /etc/mydirect
16. BEGIN {
print "Users and their corresponding home"
print " Username t HomePath"
print "___________ t __________"
FS=":"
}
{
print $1 " t " $6
}
END {
print "The end"
}