hb-research / hb-config

hb-config: easy to configure your python project especially Deep Learning experiments

hb-config: easy to configure your python packge

hb-config is utility for easy to configure your python project especially Deep Learning experiments.

Feature

• Do not use any boilerplate code
• Singleton Class (immediately use anywhere)
• Supports formats: .json and .yaml
• Access property using __getattr__ function Config.TOKEN
• Edit property using __setattr__ function Config.TOKEN = "{token}"
• every config data's type is dict

Install

using pip

$ pip install hb-config

or clone repository

git clone https://github.com/hb-research/hb-config.git
python setup.py install

Usage

• base path : config/
• config3.yml example

project: hb-config
example: true
bot:
  in_bot:
    test: haha
    simple: wow

• Using like dict
  • only one difference : Config["project"] -> Config.project
  • using get Config.get("project"), Config.get("project", {})
  • using set Config.project = "set value"
• Add description with python annotation. #

Load config

>>> from hbconfig import Config
>>> Config("config3")
>>> Config
Read config file name: config3.yml
{
    "project": "hb-config",
    "example": true,
    "bot": {
        "in_bot": {
            "test": "haha",
            "simple": "wow"
        }
    }
}

Get

>>> Config.bot.in_bot
{
    "test": "haha"
    "simple": "wow"
}

>>> Config.project
'hb-config'

>>> Config.bot.in_bot.get("simple")
'wow'

>>> Config.bot.in_bot.get("not_exist_key", "default_value")
'default_value'

Set

• The config file does not change.

>>> Config.bot.in_bot
{
    "test": "haha"
    "simple": "wow"
}

>>> Config.bot.in_bot = "hello"
>>> Config.bot.in_bot
'hello'

Description

• example config

project: hb-config    # project name
example: true         # is it example?
bot:
  in_bot:
    test: haha
    simple: wow

>>> Config
Read config file name: ./config/config
{
    "project": "hb-config",
    "example": true,
    "bot": {
        "in_bot": {
            "test": "haha",
            "simple": "wow"
        }
    }
}
>>> Config.description
{'example': 'is it example?', 'project': 'project name'}