MLops tools review for execution on multiple cluster types: slurm, kubernetes, dask...

Overview

MLops review

MLops tools review focused on execution using multiple cluster types: slurm, kubernetes, dask...

Examples so far:

  1. Ploomber pipelines - able to run on Slurm, K8s, Airflow, Kubeflow(in progress)
    1. Kubernetes - example runs pipeline on local k8s using argo
    2. Slurm - example transforms pipeline using a script into batch jobs
    For example, since we want the tasks to run in the conda environment we created, edit the template.sh so it looks like this:

    #!/bin/bash
    #SBATCH --job-name={{name}}
    #SBATCH --output=result.out
    #
    
    # activate myenv
    conda activate myenv
    srun {{command}}
  1. Nextflow
ServerStatus 云探针、多服务器探针、云监控、多服务器云监控

ServerStatus 云探针、多服务器探针、云监控、多服务器云监控 基于ServerStatus-Hotaru膜改版的套娃膜改版(实际上本README也是抄它的)。 主要将client改为通过http提交数据,以及将服务端换成了php以便减小部署成本(PHP is the best!) 默认图片

shirakun 16 Apr 14, 2022
Convenient tool to manage multiple VMs at once using libvirt

Convenient tool to manage multiple VMs at once using libvirt Installing To install the tool and its dependencies: pip install -e . Getting completion

Cedric Bosdonnat 13 Nov 11, 2022
Nagios status monitor for your desktop.

Nagstamon Nagstamon is a status monitor for the desktop. It connects to multiple Nagios, Icinga, Opsview, Centreon, Op5 Monitor/Ninja, Checkmk Multisi

Henri Wahl 361 Jan 05, 2023
More than 130 check plugins for Icinga and other Nagios-compatible monitoring applications. Each plugin is a standalone command line tool (written in Python) that provides a specific type of check.

Python-based Monitoring Check Plugins Collection This Enterprise Class Check Plugin Collection offers a package of more than 130 Python-based, Nagios-

Linuxfabrik 119 Dec 27, 2022
A curated list of awesome DataOps tools

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Kelvin S. do Prado 40 Dec 23, 2022
Run Oracle on Kubernetes with El Carro

El Carro is a new project that offers a way to run Oracle databases in Kubernetes as a portable, open source, community driven, no vendor lock-in container orchestration system. El Carro provides a p

Google Cloud Platform 205 Dec 30, 2022
A lobby boy will create a VPS server when you need one, and destroy it after using it.

Lobbyboy What is a lobby boy? A lobby boy is completely invisible, yet always in sight. A lobby boy remembers what people hate. A lobby boy anticipate

226 Dec 29, 2022
RMRK spy bot for RMRK hackathon

rmrk_spy_bot RMRK spy bot https://t.me/RMRKspyBot for rmrk hacktoberfest https://rmrk.devpost.com/ Birds and items price and rarity estimation Reports

Victor Ryabinin 2 Sep 06, 2022
DC/OS - The Datacenter Operating System

DC/OS - The Datacenter Operating System The easiest way to run microservices, big data, and containers in production. What is DC/OS? Like traditional

DC/OS 2.3k Jan 06, 2023
Find-Xss - Termux Kurulum Dosyası Eklendi Eğer Hata Alıyorsanız Lütfen Resmini Çekip İnstagramdan Bildiriniz

FindXss Waf Bypass Eklendi !!! PRODUCER: Saep UPDATER: Aser-Vant Download: git c

Aser 2 Apr 17, 2022
Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:

Latest Salt Documentation Open an issue (bug report, feature request, etc.) Salt is the world’s fastest, most intelligent and scalable automation engi

SaltStack 12.9k Jan 04, 2023
A Python library for the Docker Engine API

Docker SDK for Python A Python library for the Docker Engine API. It lets you do anything the docker command does, but from within Python apps – run c

Docker 6.1k Dec 31, 2022
A Blazing fast Security Auditing tool for Kubernetes

A Blazing fast Security Auditing tool for kubernetes!! Basic Overview Kubestriker performs numerous in depth checks on kubernetes infra to identify th

Vasant Chinnipilli 934 Jan 04, 2023
Bash-based Python-venv convenience wrapper

venvrc Bash-based Python-venv convenience wrapper. Demo Install Copy venvrc file to ~/.venvrc, and add the following line to your ~/.bashrc file: # so

1 Dec 29, 2022
The low-level, core functionality of boto 3.

botocore A low-level interface to a growing number of Amazon Web Services. The botocore package is the foundation for the AWS CLI as well as boto3. On

the boto project 1.2k Jan 03, 2023
Prometheus exporter for AWS Simple Queue Service (SQS)

Prometheus SQS Exporter Prometheus exporter for AWS Simple Queue Service (SQS) Metrics Metric Description ApproximateNumberOfMessages Returns the appr

Gabriel M. Dutra 0 Jan 31, 2022
A little script and trick to make your heroku app run forever without being concerned about dyno hours.

A little script and trick to make your heroku app run forever without being concerned about dyno hours.

Tiararose Biezetta 152 Dec 25, 2022
A basic instruction for Kubernetes setup and understanding.

A basic instruction for Kubernetes setup and understanding Module ID Module Guide - Install Kubernetes Cluster k8s-install 3 Docker Core Technology mo

648 Jan 02, 2023
Coding For Entrepreneurs 100 Jan 01, 2023
Oracle Cloud Infrastructure Object Storage fsspec implementation

Oracle Cloud Infrastructure Object Storage fsspec implementation The Oracle Cloud Infrastructure Object Storage service is an internet-scale, high-per

Oracle 9 Dec 18, 2022