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What Is Wendelin
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What Is Wendelin
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A tutorial introducing the Wendelin big data platform as well as the software components that power it.
Last Update:
2024-08-06
Version:
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页面内容
Introducing Wendelin
Wendelin Core
NEO
ERP5
SlapOS
res6st
ShaCache
Scikit.Learn et al
This is Wendelin - stack written in 100% Python
Integrates with popular libs (Jupyter, scikit.learn, Pandas, ...)
Wendelin.Core component to compute beyond available RAM
Stack: Wendelin Core
"Out-Of-Core"
Allows computation beyond limitation of physical RAM
Embedded within Wendelin stack, but also usable standalone
Setup and test Wendelin Core in virtualenv:
Tutorial
Wendelin
Project Website
|
Documentation
Wendelin.Core Architecture:
Effortless out-of-core NumPy
Wendelin.Core:
Gitlab
|
PyPi
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Photo:
Fotolia.fr
- Carolyn Franks
Stack: NEO
Distributed Transactional NoSQL Object Database
Used as default storage in Wendelin
NEO
Project Website
NEO:
Gitlab
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Photo:
Fotolia.fr
- saiko3p
Stack: ERP5
Based on 5 Theoretical Principles (Unified Business Model)
Generic: handles Big Data the same way as millions of ERP-related objects
ERP5 used under the hood of Wendelin
UBM Definition and Description:
Unified Business Model
ERP5
Website
|
Getting Started
ERP5:
Gitlab
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Photo:
Fotolia.fr
- He2
Stack: SlapOS
Cloud Provisionment, Deployment, Orchestration for single machines or clusters
Installable on any architecture
Uses Ansible recipes, fully automated, everything is a service
SlapOS is a bit like
Gentoo (Linux)
in that everything is compiled from scratch every time as described by a recipe. Recipes allow to reuse configurations across a cluster besides enabling a homogenous way to manage installable components.
Commercial Service available:
Vifib.com
(40€/4€ per server/vm per month)
SlapOS
Website
|
Forum
SlapOS:
Gitlab
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Photo:
Fotolia.fr
- TOMO
Stack: re6st
IPv6-based Resilient Mesh Overlay Network, "internet on top of the internet"
Monitors possible connections between nodes, channels traffic on demand
Mitigates risks of unavialable routes/packet loss
Commercial service available:
GrandeNet
- Application Delivery Network
Res6st:
Gitlab
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Photo:
Fotolia.fr
- ake1150
Stack: ShaCache
MD5-signed cache, use signatures to validate cached files
Allows to reuse trusted compilations by providing key value
NoSQL storage with REST API, archives files through HTTP PUT method
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Photo:
Fotolia.fr
- stefandietze
Stack: Scikit.learn (et al)
Integrate popular libraries for Data Science and Machine Learning
Provide familiar interface which connects to ERP5/Wendelin.Core
Scikit.Learn (project partner), Jupyter, SciPy, NumPy, Pandas
Tutorial to extend Wendelin with 3rd Party libraries using SlapOS:
Coming soon
Scikit.Learn
lectures
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Photo:
Fotolia.fr
- weerapat1003
Wendelin: Advantages
Single stack to handle big data from creation to utilization
Computation independent of available RAM
Fully written in Python, being built to handle Big Data
Wendelin: Challenges
Simplify processes to make stack more accessable
Add Wendelin UI on top of ERP5
Provide tutorials and base documentation to foster adoption
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discussions