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Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. link] Metaflow is a full-stack framework for data science that we started developing at Netflix over four years ago and which we open-sourced in 2019.
Some time ago Federico Toledo published Performance Testing with OpenSource Tools- Busting The Myths. Otherwise we wouldn’t see so many commercial tools built on the top of opensource including BlazeMeter (it is ironic that the article is posted on the BlazeMeter site), Flood, and OctoPerf.
This has been a guiding design principle with Metaflow since its inception. Scaling experiments with Metaboost bindingsbacked by MetaflowConfig Consider a Metaboost ML project named `demo` that creates and loads data to custom tables (ETL managed by Maestro), and then trains a simple model on this data (ML Pipeline managed by Metaflow).
Not all index types support all operator classes, so planning is needed to design your indexes based on the type of operators and queries that you plan on using. demo=# select * from books where data ? demo=# explain analyze select * from books where data ? demo=# explain analyze select * from books where data ?
The platform engineer is responsible for designing and maintaining the cloud platform with machine learning and AI automation technologies that support the DevOps goal of efficient, stable, and continuous software development pipelines. Opensource CI/CD pipeline tool with extensible server automation for distributed builds and scaling.
At the same time, cloud-native technologies and open-source software have introduced a new level of speed and complexity. To reduce their backlogs, some companies focus on the most popular open-source components, and some only address vulnerabilities that appear after a certain date. Dynatrace news.
EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. AWS Lambda makes it easy to design, run, and maintain application systems without having to provision or manage infrastructure. Watch demo now! Here are a few of the most popular. Amazon EC2. Amazon Fargate.
In order to design, operate, and measure these networks, we must collect metrics and state data from the thousands of devices that compose them. Towards this end, we created gnmi-gateway , which we have released as an opensource project. Where is Cacti for streaming telemetry?
Designed with platform engineering in mind, a new user interface boasts an intuitive, user-friendly experience for exploring cluster health, resource utilization, security, and performance of applications built and deployed on a Kubernetes-centric platform. Opensource logs and metrics take precedence in the monitoring process.
As developers move to microservice-centric designs, components are broken into independent services to be developed, deployed, and maintained separately. IDC predicted, by 2022, 90% of all applications will feature microservices architectures that improve the ability to design, debug, update, and use third-party code.
In order to accomplish this, one of the key strategies many organizations utilize is an opensource Kubernetes environment, which helps build, deliver, and scale containerized Cloud Native applications. Wait…isn’t Kubernetes specifically designed to automate tasks associated with deploying clustered services?
In this blog post, we are thrilled to share that we are open-sourcing one such tool: the Netflix Data Explorer. Browsing your accessible clusters in different environments and regions Schema Designer Writing CREATE TABLE statements can be an intimidating experience for new Cassandra users.
PostgreSQL is a powerful and popular opensource relational database management system. repo1-host-user=postgres [demo] pg1-path=/var/lib/postgresql/14/main pg1-port=5432 On the pgBackRest server: We maintain two configuration files, specifically /etc/pgbackrest/pgbackrest.conf and /etc/pgbackrest/expire.conf.
Gatsby is an open-source framework built on top of React. I used to design and develop WordPress themes. Moreover, we want to set up a demo within the same project that implements the themes directly. In addition to themes, we will also need a demo workspace from which we will try out our code. Paulina Hetman.
Percona Distribution for PostgreSQL provides the best and most critical enterprise components from the open-source community, in a single distribution, designed and tested to work together. Download Percona Distribution for PostgreSQL Today!
There is nothing worse than your well-designed digital touchpoint simply falling offline. Between layers of services on multicloud platforms, Kubernetes architecture, and open-source technologies, the number of things that can—and do—go wrong with a user experience has exploded. What ruins a digital experience?
Millions of lines of code comprise these apps, and they include hundreds of interconnected digital services and open-source solutions , and run in containerized environments hosted across multiple cloud services. See the demo Monitoring mainframe, cloud, and mobile apps. Advantages of a platform approach to APM.
16% of respondents working with AI are using opensource models. Many of the new opensource models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). But 18% already have applications in production. Or is there still room for growth?
TCP Extensions for Multipath Operation with Multiple Addresses,” [link] Mar 2020 - [Gregg 20] Brendan Gregg, “Systems Performance: Enterprise and the Cloud, Second Edition,” Addison-Wesley, 2020 - [Hruska 20] Joel Hruska, “Intel Demos PCIe 5.0 Clone Disk],” [link] 2020 - [Moore 20] Samuel K.
It is an open-source AV1 image file format for storing still and animated images with better lossy and lossless compression than most popular formats on the web today, offering a 50% saving in file size compared to JPEG. The change of design. Design change fix: Different images for different displays. demo-image.jpeg.
Schedule a demo. When creating test automation, beginners more often believe that product would always be the way it is today – be it design, interfaces or UI. Starting Test Automation Without a Test Design. You need to think about the design of your test automation system before starting to implement it.
Component-based design, enabled and enforced by modern JavaScript frameworks, does not only provide great developer experiences and project ergonomics when used in a smart way, but it can also offer advantages for accessibility. With best practices and guidelines on accessibility, assistive technology and inclusive design patterns.
In order to accomplish this, one of the key strategies many organizations utilize is an opensource Kubernetes environment, which helps build, deliver, and scale containerized Cloud Native applications. Wait…isn’t Kubernetes specifically designed to automate tasks associated with deploying clustered services?
A code smell is basically any characteristic in the code of a program that has a negative impact on the design quality. Even if you are considering using an open-source tool such as Selenium or Appium, there is a level of investment required in training the testers to use these frameworks. Book a Demo. Fixing Code Smell.
According to the docs on GitHub: “Serverless UI is simply a free, open-source command-line utility for quickly building and deploying serverless applications on the AWS platform.”. Continue reading below ↓ Meet Smashing Email Newsletter with useful tips on front-end, design & UX. More after jump! Your (smashing) email.
GPT-2 is opensource. GPT-3 and GPT-4 are not opensource, but are available for free and paid access. Bard Google’s code name for its chat-oriented search engine, based on their LaMDA model, and only demoed once in public. A waiting list to try Bard was recently opened. with specialized training.
TCP Extensions for Multipath Operation with Multiple Addresses,” [link] Mar 2020 - [Gregg 20] Brendan Gregg, “Systems Performance: Enterprise and the Cloud, Second Edition,” Addison-Wesley, 2020 - [Hruska 20] Joel Hruska, “Intel Demos PCIe 5.0 Clone Disk],” - [link] 2020 - [Moore 20] Samuel K.
This essentially means that your website should not only be mobile-friendly but it should also have a Responsive Web Design so that your target customers can access your products (or services) with ultra-ease on their hand-held devices. Apart from Responsinator, many other tools can assist you with responsive web design testing.
The AMP Project is an opensource initiative to improve performance and distribution on the mobile web. AMP provides a framework for developers to use to build their site with good performance baked in—not entirely unlike Bootstrap or Foundation does for responsive design. You also use the AMP JavaScript library.
WebPageTest is an online tool and an OpenSource project to help developers audit the performance of their websites. In order to illustrate those recipes, I will use the React Admin demo website as an example. React Admin is an opensource project aimed at building admin applications and back offices.
I watched David Intersimone give an amazing demo of JBuilder at Borland’s booth. I was blown away by the graphical user interface designer, which turned hours of my coding controls into a few short drag-and-drop gestures.
TCP Extensions for Multipath Operation with Multiple Addresses,” [link] Mar 2020 - [Gregg 20] Brendan Gregg, “Systems Performance: Enterprise and the Cloud, Second Edition,” Addison-Wesley, 2020 - [Hruska 20] Joel Hruska, “Intel Demos PCIe 5.0 Clone Disk],” [link] 2020 - [Moore 20] Samuel K.
That was a technical demo of another rempl tool made by Roman Dvornov. I want to support rempl (a technology which appeared in demo form as Webpack Bundle Analyzer in 2016). Statoscope is a fully open-source project, so I welcome issues and pull requests. Here’s how Danila designed how it could look: ( Large preview ).
AWS speaker: Aditi Suresh, Customer speaker: Brian Rowe SUS205: Slowing down deforestation by using AI, ML, and opensource data Organizations worldwide are developing solutions to evaluate, monitor, or predict land use and cover change in order to identify potential carbon credit projects, deforestation trends, and future wildfire risk areas.
Cost is one of the key reasons why most government organisations, mid to large sized business, and publisher prefer opensource CMS options such as WordPress and Drupal. In addition, opensource CMS solutions also struggle with blotted plugin ecosystem.
If you’ve been a follower of The Morning Paper for any time at all you can probably tell that I naturally gravitate more towards the feeds-and-speeds end of the spectrum than user experience and interaction design. Vega-Lite is an opensource system available at [link]. But what good is a super-fast system that nobody uses!
TCP Extensions for Multipath Operation with Multiple Addresses,” [link] , Mar 2020 [Gregg 20] Brendan Gregg, “Systems Performance: Enterprise and the Cloud, Second Edition,” Addison-Wesley, 2020 [Hruska 20] Joel Hruska, “Intel Demos PCIe 5.0 Clone Disk],” [link] , 2020 [Moore 20] Samuel K.
From freeware and open-source tools like Selenium and Robotium to popular scriptless automation testing tools like Testsigma. If they offer software demos, then go for it. On the other hand, test automation requires testers to know programming and coding to design, build, and maintain the test automation framework.
Generate your own madlibs in the demo ; Look through the final code on Github ; Get a fully-built version set up in your accounts. Sanity pairs a real-time data store with three open-source tools: a powerful query language (GROQ), a CMS (Sanity Studio), and a rich-text data specification (Portable Text). Portable Text.
Also, we will take a look at our open-source backup utility custom-built to help avoid costs and proprietary software – Percona Backup for MongoDB or PBM. Percona Backup for MongoDB is an uncomplicated command-line tool by design that lends itself well to backing up larger data sets. mongodump --host=mongodb1.example.net
The term “component” is often used to refer both to functionality and design. Note : Brad Frost’s “ Atomic Design ” is a great methodology for identifying these common patterns and building a reusable design system. Brad Frost identifies five distinct levels in atomic design for creating design systems.
Using the framework we have opensourced, AVIF compression efficiency can be seen at work and compared against a whole range of image codecs that came before it. Image compression comparison framework We have opensourced a Docker based framework for comparing various image codecs.
Create the ConfigMap from 01-demo-init.yaml manifest: The init.sql does the following: Connects to demo - db database Creates schema media for user myuser Creates 2 tables – BLOG and AUTHORS in the schema I’m combining bootstrapping with the user and database creation functionality that the Operator also provides.
If you want to learn more about scroll-snapping, you can read this MDN documentation , and take a look at Adam Argyle’s demos here. Chromium is an open-source project that Chrome, Edge, Brave, and other browsers are built upon. Chromium Collaboration. It means all these browsers have access to the features of Chromium.
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