logs-benchmark vs kubric

logs-benchmark

Logs performance benchmark repo: Comparing Elastic, Loki and SigNoz (by SigNoz)

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signoz.io

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kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow. (by google-research)

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logs-benchmark		kubric
	Project
11	Mentions	6
75	Stars	2,174
-	Growth	2.3%
10.0	Activity	6.7
over 1 year ago	Latest Commit	23 days ago
Shell	Language	Jupyter Notebook
-	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

logs-benchmark

Posts with mentions or reviews of logs-benchmark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-11.

OpenObserve: Elasticsearch/Datadog alternative in Rust.. 140x lower storage cost
10 projects | news.ycombinator.com | 11 Jun 2023

I am a maintainer at SigNoz. Nice to see OpenObserve's belief that the future of Observability should be OpenSource. We chose clickhouse rather than building a database as it takes multi-year effort to move a db to maturity and clickhouse has been battle-tested at Yandex, Uber and Cloudflare. Clickhouse also provides native integration with s3 and other blob storages. Our users have been using disk as hot storage for a week and moving the data to s3 after that. Tiered storage is really cool in terms of query performance.
We have also seen logs data of our users at a compression ratio of 30x/40x. We have published a logs benchmark (https://github.com/SigNoz/logs-benchmark) where the data is very high-cardinal (causing a compression factor of only 2.5x). Would love to see how does OpenObserve perform in that dataset someday.
Wishing you best for the journey ahead.
Elastic vs Loki vs SigNoz : A Performance Benchmark of self hosted & open source logging platforms
2 projects | /r/selfhosted | 21 Feb 2023

Did you update the benchmark after you got feedback from this user at Hacker News or after you got the feedback that including Loki here is kinda pointless?
Elastic vs Loki vs SigNoz : A Perf Benchmark of open source logging platforms
2 projects | /r/programming | 20 Feb 2023
FLiP Stack Weekly 28 Jan 2023
20 projects | dev.to | 30 Jan 2023
FLiP Stack Weekly 28-Jan-2023
20 projects | dev.to | 29 Jan 2023
Elastic, Loki and SigNoz – A Perf Benchmark of Open-Source Logging Platforms
1 project | /r/patient_hackernews | 24 Jan 2023

1 project | /r/hackernews | 24 Jan 2023

1 project | /r/hypeurls | 24 Jan 2023

13 projects | news.ycombinator.com | 24 Jan 2023

kubric

Posts with mentions or reviews of kubric. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-22.

Synthetic image Generation
4 projects | /r/learnmachinelearning | 22 Mar 2023

Blender with add-ons (Kubric, BlenderProc)
FLiP Stack Weekly 28 Jan 2023
20 projects | dev.to | 30 Jan 2023
FLiP Stack Weekly 28-Jan-2023
20 projects | dev.to | 29 Jan 2023
Kubric: A scalable dataset generator
1 project | /r/machinelearningnews | 5 Nov 2022

Github: https://github.com/google-research/kubric
Are there any tools to generate images and labels from 3d models/games?
4 projects | /r/computervision | 27 Oct 2022

Blender addons like https://github.com/google-research/kubric and https://github.com/DLR-RM/BlenderProc
Kubric
1 project | news.ycombinator.com | 9 Mar 2022

What are some alternatives?

When comparing logs-benchmark and kubric you can also consider the following projects:

opentelemetry-collector-co

BlenderProc - A procedural Blender pipeline for photorealistic training image generation

openobserve - 🚀 10x easier, 🚀 140x lower storage cost, 🚀 high performance, 🚀 petabyte scale - Elasticsearch/Splunk/Datadog alternative for 🚀 (logs, metrics, traces, RUM, Error tracking, Session replay).

shell-genie - Your wishes are my commands

carbonyl - Chromium running inside your terminal

shite - The little hot-reloadin' static site maker from shell.

com.unity.perception - Perception toolkit for sim2real training and validation in Unity

clamshell - experimenting with a python based shell

CML_MLOps_ACE_Workshop

FLiPN-Py-Stocks - finnhub stocks

runlike - Given an existing docker container, prints the command line necessary to run a copy of it.