dizest 4.0.1

season dizest: data management platform

SEASON Dizest Platform

Introduction

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

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

DIZEST CLI

Project API

• dizest install [Project Name] --mode single --password 1234

  • Flag

    Flag	Syntax	Description
    --mode	dizest install [Project Name] --mode=single	single or system, default single
    --password	dizest install [Project Name] --password=1234	root account password, default 1234

  • Example

    dizest install myapp
    

• dizest upgrade

  • Example

    cd myapp
    dizest upgrade
    

• dizest password <password>

  • change root user password on single mode
  • Example

    dizest password mypassword
    

Daemon API

• dizest run --host=<host> --port=<port> --log=<log file path>

  • Flag

    Flag	Syntax	Description
    --port	dizest run [action] --port=PORT	Web server port, Default 3000
    --host	dizest run [action] --host=HOST	Web server host, Default 0.0.0.0
    --log	dizest run [action] --log=PATH	Log file path, Default None

  • Example

    dizest run --port=3000
    dizest run --port=3000 --host=0.0.0.0
    dizest run --port 3000 --log dizest.log
    

• dizest server [action] --log=<log file path> --force

  • Action

    Action	Syntax	Description
    start	dizest server start [flags]	Start dizest server as daemon
    stop	dizest server stop [flags]	Stop dizest server daemon
    restart	dizest server restart [flags]	Restart dizest server daemon

  • Flag

    Flag	Syntax	Description
    --log	dizest server [action] --log=PATH	Log file path, Default None
    --force	dizest server start --force	Force start daemon

  • Example

    dizest server start --force
    dizest server stop
    dizest server restart
    

Service API

• dizest service list

  • Example

    dizest service list
    

• dizest service regist [name]

  • Same AS
    • install
  • Example

    dizest service regist myapp
    # or
    dizest service install myapp
    

• dizest service unregist [name]

  • Same AS
    • uninstall, remove, delete, rm
  • Example

    dizest service unregist myapp
    # or
    dizest service remove myapp
    

• dizest service status [name]

  • Example

    dizest service status myapp
    

• dizest service start [name]

  • Example

    dizest service start myapp
    

• dizest service stop [name]

  • Example

    dizest service stop myapp
    

• dizest service restart [name]

  • Example

    dizest service restart myapp
    

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

4.0.1

• UI Mode path bug fixed

4.0.0

• Improved workflow UI for better usability (node size adjustment)
• Enhanced usability of UI mode (updated positioning for better node integration)
• Improved Codeflow usability (including scrolling enhancements)
• Updated screen layout and structure
• Added support for LLM integration
• Core updates for better MSA compatibility

3.4.15

• [ui] wiz version mismatch bug fixed

3.4.14

• [ui] UI Mode bug fixed

3.4.13

• [ui] UI Mode bug fixed
• [ui] upgrade to Angular 18
• [ui] move App List to sidebar (on workflow)

3.4.12

• [core] flow input bug fixed

3.4.11

• [core] update wiz 2.4 & bug fixed

3.4.10

• [ui] argh version bug fixed

3.4.9

• [ui] terminal width/height bug fixed
• [ui] terminal starting path changed
• [ui] input list bug fixed at node
• [ui] display text max length changed (100 to 2000)
• [ui] user login changed (multi to single and support auth mode)
• [core] install command changed (default as single user mode)

3.4.8

• [ui] sidebar lifecycle changed
• [core] wiz version

3.4.7

• [ui] loading ui design changed
• [ui] image/video viewer at drive
• [ui] disk path config added for system status
• [core] service command updated

3.4.6

• [ui] scroll bug fixed at system info
• [ui] kill workflow button at drive
• [ui] move workflow bug fixed when workflow is running
• [ui] display file upload status at drive
• [ui] restart server (admin)
• [ui] conda env upgrade at admin setting page
• [core] kernel socket error fixed

3.4.5

• kernel socket error fixed

3.4.4

• kernel socket error fixed
• dizest service display bug fixed

3.4.3

• support customize Workflow Node
• /api/drive ownership bug fixed

3.4.2

• [ui] terminal bug fixed
• [ui] authenticate api & config
• [ui] file selector in workflow node bug fixed

3.4.1

• [ui] draw workflow bug fixed
• [ui] flow stop bug fixed

3.4.0

• [ui] UI full changed (Single page hub)
• [ui] Remove installation page
• [ui] change user login using linux account
• [ui] using kernel for each workflow

3.3.x

• [3.3.0]

  • [core] dizest input/output automation
  • [core] dizest cli updated (service)
  • [ui] code refactoring
  • [ui] display filename on file delete popup
  • [ui] codeflow resize bug fixed
  • [ui] support multiple app upload
  • [ui] open workflow as href
  • [ui] workflow favorite and category added
  • [ui] support activated workflow list

• 3.3.1 ~ 2

  • [ui] uimode bug fixed
  • [ui] uimode bug fixed

3.2.x

• [3.2.0]

  • [core] process logic changed
  • [core] support multi-thread jobs
  • [core] job scheduler
  • [ui] terminal for admin

• 3.2.1 ~ 6

  • [ui] install bug fixed
  • [ui] config path changed (./config/dizest/)
  • [ui] add config (cron_host, dsocket_host)
  • [ui] set browser title on workflow
  • [ui] code block drag bug fixed on codeflow
  • [ui] opacity changed on focused app
  • [ui] pip install btn bug fixed
  • [ui] dconfig.py home path bug fixed
  • [ui] node start bug fixed
  • [core] ui api bug fixed (flask send_file api)
  • [ui] user home path bug fixed
  • [core] python-socketio version fixed (5.7.2)

3.1.x

• [3.1.0]

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

• 3.1.1 ~ 13

  • [ui] bug fixed on run command
  • [core] bug fixed on kernel
  • [ui] pwa bug fixed
  • [ui] safari bug fixed (URLPattern)
  • [ui] cron bug fixed
  • [ui] mobile nav bug fixed
  • [ui] kernel display name bug fixed
  • [core] drive api update (filename to download_name)
  • [core] kernel api update
  • [ui] select previous file on workflow
  • [ui] bug fixed
  • [ui] drop workflow & apps
  • [ui] support app category
  • [ui] monaco bug fixed
  • [ui] login bug fixed

3.0.x

• [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)

• 3.0.1 ~ 14

  • add executable option
  • bug fixed at sudo spawner
  • child process bug fixed
  • support dizest server command (daemon)
  • port bug fixed on command line
  • kernel communication changed (http to socket)
  • process stabilization
  • kernel logging updated
  • 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
  • apply natsort in drive api
  • kernel api method usage changed: dizest.output(key1=value1, key2=value2)
  • upgrade r kernel
  • add kill command
  • wiz config changed (for pwa)
  • dizest run command bug fixed
  • add crontab
  • update command changed
  • add dizest server start --log <file> method