https://github.com/Clover-Group/zio_front

ZIO frontend for the Clover Group AI platform
https://github.com/Clover-Group/zio_front

Last synced: about 2 months ago
JSON representation

ZIO frontend for the Clover Group AI platform

• Host: GitHub
• URL: https://github.com/Clover-Group/zio_front
• Owner: Clover-Group
• Created: 2019-05-12T14:07:01.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-08-12T19:02:12.000Z (about 5 years ago)
• Last Synced: 2024-05-20T22:12:17.894Z (4 months ago)
• Language: Scala
• Homepage:
• Size: 168 KB
• Stars: 16
• Watchers: 5
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-zio - ZIO AI Platform Backend

README

        
# zio_front

ZIO frontend for Clover Group AI platform. This features ZIO, http4s, doobie, fs2 and kafka. Originally taken from [here](https://github.com/mschuwalow/zio-todo-backend)

## High level datapath descrition

This project integrates REST frontend thru [http4s](https://http4s.org/) and several data sources. It supports [PostgreSQL](https://www.postgresql.org/), [ClickHouse](https://clickhouse.yandex/) and [InfluxDB](https://www.influxdata.com/), supported thru native drivers, and [Doobie](https://tpolecat.github.io/doobie/), which unifies JDBC interfaces and supports pure functional effects. 

[Kafka](https://kafka.apache.org/) is used to build streaming connections between server nodes and serialize large data arrays.

[Parquet](https://parquet.apache.org/) is used for efficient data source management and is streamed thrue Kafka.

The application interface to business logic is implemented with [ZIO queue](https://zio.dev/docs/datatypes/datatypes_queue). Business logic hevily relies on [ZIO Fibers](https://zio.dev/docs/datatypes/datatypes_fiber) for massive server side multithreading.

This project is a high quality design, built upon many successful projects. It became an official member of [ZIO Ecosystem](https://zio.dev/docs/resources/resources)

Project datapath block diagram ![datapath](doc/arch.png)