bonsai VS pinot

The engine's completely bespoke; I wrote everything from the memory allocators and the font rasterizer to the renderer and level editor.

Source code is available online, and there's a discord for those interested.

Github : https://github.com/scallyw4g/bonsai

Discord : https://discord.gg/hv8NWrGU

Project Repo : https://github.com/scallyw4g/bonsai

| Bonsai | Realtime 3D Voxel Engine | Seeking Volunteers/Contributors | Remote, Global

Last month I posted a 'real' hiring ad (with an actual salary). I got such an overwhelming response from Intern level candidates that I though I'd put the word out; I'm looking for contributors for an OSS project I work on. If this is an inappropriate venue for this ad, I'm happy to take this down.

Bonsai is a long-running passion project of mine that's recently reached a level of stability with which I'm comfortable including an additional contributor or two. The project is largely inspired by Handmade Hero, and the rules are the same. With very few exceptions, every line of code included in the project has been written by me. This includes everything from the standard library to the font rasterizer, the collision detection, and even a C metaprogramming language.

https://github.com/scallyw4g/bonsai

As you can imagine, there's a great number of things that could be worked on, and I'm very open to suggestions. That said, a few tasks relatively high on the to-do list are as follows:

* Make some games!

* Implement transparency in the renderer based on this paper : https://www.jcgt.org/published/0002/02/09/paper.pdf

* Implement an MP3 decoder

* Using the metaprogramming language I wrote, implement a GUI tool to introspect the engine data at runtime.

A few more .. ;)

I'm looking for anyone who is passionate about (or passionately learning about) low-level programming, graphics and/or compilers. If you're just starting out with these topics, I'm happy to be a mentor and help you stumble blindly down the path of becoming an excellent engineer. Working on Bonsai has been an absolutely amazing experience for me; it's literally changed my entire life, and I'd love to share it with other folks. If you're looking for a cool new project to work on, and don't need income from it, let's connect.

[email protected]

Obligatory buzzwords : C, C++, OpenGL, WebGL, WASM, 3D graphics, multi-threading

Anyhow, if it sounds like what you're after you can take a look: https://github.com/scallyw4g/bonsai

Code available : https://github.com/scallyw4g/bonsai/blob/master/src/engine/voxel_synthesis.cpp

Apache Pinot: Tailored for providing ultra-low latency analytics at scale. Apache Pinot is widely used for real-time analytical solutions where rapid data insights and decision-making are critical.

Online analytical processing (OLAP) databases like Apache Druid, Apache Pinot, and ClickHouse shine in addressing user-initiated analytical queries. You might write a query to analyze historical data to find the most-clicked products over the past month efficiently using OLAP databases. When contrasting with streaming databases, they may not be optimized for incremental computation, leading to challenges in maintaining the freshness of results. The query in the streaming database focuses on recent data, making it suitable for continuous monitoring. Using streaming databases, you can run queries like finding the top 10 sold products where the “top 10 product list” might change in real-time.

Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system

There is indeed Spark support for writing new data into Pinot (https://docs.pinot.apache.org/basics/data-import/batch-inges...) as well as to query it (https://github.com/apache/pinot/blob/master/pinot-connectors...).

This does not run inside the Pinot cluster - you can use standard Spark execution engine to run this ingestion. In addition, Pinot also supports an out of the box ingestion capability from batch sources using the Minion framework (https://docs.pinot.apache.org/basics/components/cluster/mini...) that does not need any external component (like Spark)

StarTree | Onsite | Mountain View CA, Bangalore India | Site Lead, SRE, Software Engineers (Backend, Data Infrastructure, Platform), Staff Security Engineer Compliance and Governance

You can find all the job postings here: https://startree.ai/careers

My name is Peter Corless and I am the Director of Product Marketing at StarTree (https://startree.ai/). We are a Mountain View, California based company and aer now opening an engineering operation in Bangalore, India.

We make StarTree Cloud, an Online Analytical Processing (OLAP) database-as-a-service (DBaaS) for real-time, user-facing analytics, powered by Apache Pinot.

Apache Pinot (https://pinot.apache.org/) is a top-level Apache Software Foundation (ASF) project that came out of LinkedIn. A lot of the PMCs for the Apache Pinot project work at StarTree. It is also used at Uber, Stripe, DoorDash, Just Eat Takeaway (GrubHub), and a lot of other organizations.

Apache Pinot is known for its ability to provide high concurrency — hundreds of thousands of QPS — against petabytes of data. It uses the star-tree index to provide really fast responses measured in milliseconds.

We're past 100 employees and looking for people who want to help grow us to the next orders of magnitude.

Let me know if you have questions or interest.

But then you realize there are other databases out there focused specifically on analytical use cases with lots of data and complex queries. Newcomers like ClickHouse, Pinot, and Druid (all open source) respond to a new class of problem: The need to develop applications using endpoints published on analytical queries that were previously confined only to the data warehouse and BI tools.

Recently, we have been surveying some streaming database solutions and the primary target is Apache Pinot, which fits our needs from the description and is therefore the primary target.

There are many mainstream streaming databases, and Apache Pinot is the most popular one recently.

Apache Pinot