envd
process-compose
envd | process-compose | |
---|---|---|
31 | 16 | |
1,919 | 962 | |
0.9% | - | |
8.8 | 9.2 | |
5 days ago | 27 days ago | |
Go | Go | |
Apache License 2.0 | Apache License 2.0 |
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.
envd
- Show HN: Dockerfile Alternative for AI/ML
- Show HN: Reproducible Development Environment for LLM
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20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust
envd - A command-line tool that helps you create the container-based environment for AI/ML, from development to the production. Python is all you need to know to use this tool.
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Launching ModelZ Beta!
Contribute to open source projects: Modelz is built on top of envd, mosec, modelz-llm and many other open source projects. If you're interested in contributing to these projects, you can check out their GitHub repositories and start contributing.
- Kubernetes for Data Science with Kubeflow
- Show HN: Reproducible development environments using starlark, without Nix
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Kubeflow, Jupyter notebook online. Question to community [D]
Maybe you can have a look at https://github.com/tensorchord/envd. You can deploy it to kubernetes, and use vsvocde-remote-ssh or jupyter with the pod.
- Show HN: envd – development environment for AI/ML, based on Docker buildkit
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This Week In Python
envd – Development environment for AI/ML, based on buildkit
- GitHub - tensorchord/envd: 🏕️ Development environment for machine learning
process-compose
- Process Compose: flexible scheduler to manage non-containerized apps
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Show HN: Is_ready – Wait for many services to become available – 0 Dependencies
The IMO superior https://github.com/F1bonacc1/process-compose project has this built in, while allowing to manage regular programs that don't require containers.
See:
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Show HN: Flox 1.0 – Open-source dev env as code with Nix
Devbox can also run services too. Both products use an awesome process runner called process-compose (https://github.com/f1bonacc1/process-compose/) which is worth checking out (it's even built with nix!)
- Process Compose: scheduler/orchestrator for non-containerized applications
- Lightweight, Single Process PM2 Alternative
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Container + SSH = a good development environment
I've been using https://github.com/F1bonacc1/process-compose with great success.
It's a userspace process compositor that works across all relevant platforms, supporting daemon processes and k8s style readiness/health checks.
In combination with nix flakes, it quickly reduced my projects docker-compose usage for easy-to-configure services.
This gave huge performance benefits for the M1 Mac folks on my team especially for CPU intensive processes thanks to native binaries.
For maximal ease of use, the remaining docker-compose containers are started/stopped as a process-compose task.
- Show HN: I've built processes orchestrator, with UI in a single executable file
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If docker-compose and K9S had a baby (without the containers gene)
In order to run a simple client-server (1 client, 5 servers) application, I wrote a simple docker-compose file and everything worked great. My dev flow would be the usual: make some changes/optimizations, spin everything up, run a bunch of tests, and go back to step one. At some point, I felt that for my dev environment and language (Linux, golang). docker-compose is great for spinning everything up, but for rapid development, it actually slows me down. I didn't really need containers. I tried to find an alternative solution. Something like a docker-compose, but for native processes, but most of the tools that I found were CI/CD oriented. I like K9S (who doesn't?) and I like docker-compose (some don't), so I built a Frankenstein Monster of them both :) https://github.com/F1bonacc1/process-compose I am not sure if you'll find it as useful as I do, but in any case, any feedback is more than welcome.
- If Docker-compose and K9S had a baby (without the containers gene)
What are some alternatives?
GoLearn - Machine Learning for Go
overmind - Process manager for Procfile-based applications and tmux
goga - Golang Genetic Algorithm
supervisor - Supervisor process control system for Unix (supervisord)
gago - :four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
xrdp - xrdp: an open source RDP server
go-pr - Pattern recognition package in Go lang.
skopeo - Work with remote images registries - retrieving information, images, signing content
go-galib - Genetic Algorithms library written in Go / golang
iwf - iWF is an API orchestration platform offering an orchestration coding framework and service for building resilient, fault-tolerant, scalable long-running processes
bayesian - Naive Bayesian Classification for Golang.
erlexec - Execute and control OS processes from Erlang/OTP