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season dizest: data management platform

Project description

SEASON Dizest Platform

Introduction

SEASON DIZESThub Platform (dizest) provides visual convenience for artificial intelligence data analysis based on web technology.

screenshot

Installation

pip install dizest
dizest install <INSTALL_DIRECTORY>

Start dizest server

  • run server
cd <INSTALL_DIRECTORY>
dizest run --port 4000 --host 0.0.0.0
  • run server as daemon
dizest server start # start dizest server daemon
dizest server stop  # stop dizest server daemon

Upgrade

pip install dizest --upgrade
cd <INSTALL_DIRECTORY>
dizest upgrade

Install with source code

cd <workspace>
wiz create dizest --uri https://github.com/season-framework/dizest-ui-angular

Roadmap

  • Spawner
    • spawner for k8s
  • General
    • SAML Authentication
  • Workflow
    • export/import app
    • upgrade display function (full function of jupyter)
  • Drive
    • connect with Google Drive, Dropbox, etc.
  • Dizest Cloud
    • manage apps & workflow on cloud
    • connect with hub by API

Release Note

3.1.12

  • [ui] login bug fixed

3.1.11

  • [ui] support app category

3.1.10

  • [ui] bug fixed
  • [ui] drop workflow & apps

3.1.9

  • [ui] select previous file on workflow

3.1.8

  • [core] kernel api update

3.1.7

  • [core] drive api update (filename to download_name)

3.1.6

  • [ui] kernel display name bug fixed

3.1.5

  • [ui] mobile nav bug fixed

3.1.4

  • [ui] cron bug fixed

3.1.3

  • [ui] pwa bug fixed
  • [ui] safari bug fixed (URLPattern)

3.1.2

  • [core] bug fixed on kernel

3.1.1

  • [ui] bug fixed on run command

3.1.0

  • ui full changed
  • upgrade command
  • use built-in web server bundle
  • upgrade to wiz 2.0
  • upgrade to angular

3.0.14

  • add dizest server start --log <file> method

3.0.13

  • update command changed

3.0.12

  • add crontab

3.0.11

  • dizest run command bug fixed

3.0.10

  • add kill command
  • wiz config changed (for pwa)

3.0.9

  • apply natsort in drive api
  • kernel api method usage changed: dizest.output(key1=value1, key2=value2)
  • upgrade r kernel

3.0.8

  • remove useless import
  • python kernel
    • add dizest.clear() function
    • log sync on multi view
    • enhanced plot log
    • dizest.input logic changed: get last proceed result
  • add dependencies: pymysql, natsort

3.0.7

  • kernel logging updated

3.0.6

  • port bug fixed on command line
  • kernel communication changed (http to socket)
  • process stabilization

3.0.5

  • support dizest server command (daemon)

3.0.4

  • child process bug fixed

3.0.3

  • bug fixed at sudo spawner

3.0.2

  • add executable option

3.0.0

  • define dizest process server, kernel, spawner
  • update workflow editor ui: codeflow, kernel selector, etc
  • multi kernel support (support multi language like R)
  • support 3rd party development (spawner, kernel)

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