Python module for loading config from files and env variables to class
Project description
cklass
Hierarchical config loader from files and env variables to class.
This module takes care of loading configuration files, secret files and environment variables to single configuration class without a hassle!
Features:
- easy to use (just one function!) and configure
- comes with sane defaults
- logical hierarchical order of importance
- supports infinite number of file formats via custom format loaders
- automatic lookup of config and secret files in specified directories
Constraints:
- all keys are case-insensitive
Installation
pip install cklass
Usage
All you have to do is to create a class and call function
cklass.load_config()
with it as an argument.
Case Sensitivity
Class name (and nested classes which represent dictionaries)
have to be upper-cased or title-cased, eg. Config
or CONFIG
will work, but config
won't.
All variables that you want to search and match have to be upper-cased. This also means that all keys are not case sensitive.
For example:
# config.yaml
login: 'this will be ignored'
password: 'this will be ignored'
uSER:
logIN: 'pi'
paSSwoRD: 'raspberry'
# secret.yaml
User:
# this will overwrite `logIN` and `pasSSwoRD` from above
login: 'root'
password: 'yrrebpsar'
# env variable
EXPORT USER__PASSWORD='mytopsecretpassword'
# python
import cklass
class User:
LOGIN = 'this string will be overwritten'
password = 'this will NOT be overwritten'
Password = 'this will NOT be overwritten'
PASSWORD = 'default password, will be overwritten'
other_variable_kinda_like_private = 42
cklass.load_config(User)
Hierarchy
Every class-level keys have to be nested in top-level dictionary named same as the class. Only class attributes will be overwritten, there is no possibility to add new attributes only by defining them in configuration files.
Each class loaded by cklass.load_config()
will have it's attributes
overwritten according to order specified below:
- All values defined in class code are considered as default
- Function will look for first config file with filename defined in
_config_filename
and found in_config_filepath
list of dirs will be taken into account and overwrite the values set in (1). - Function will look for first secret file with filename defined in
_secret_filename
and found in_secret_filepath
list of dirs will be taken into account and overwrite the values set in (1) and (2). - Function will look for matching environment variables of type
str
with optional prefix defined in_environ_prefix
and overwrite the values set in (1), (2) and (3).
# python
import cklass
# any name will work
class Config:
PATH_TO_SOMETHING = '/etc/default/path/'
class User:
NAME = ''
EMAIL = ''
PASS = ''
DEBUG = False
class SERVER:
OPEN_PORTS = ['80']
SECRET_KEY = ''
_type_safe = True
_environ_prefix = 'MYAPP'
_config_filename = 'config.yaml'
_secret_filename = 'secret.json'
_config_filepath = ['/etc/myapp/conf/']
_secret_filepath = ['.']
_format_loaders = {
'json': ['jsonlib', 'read'],
'yaml': ['metayaml', 'read'],
}
cklass.load_config(Config)
# config.yaml
config:
path-to-something: /etc/app/
debug: True
server:
open-ports:
- '22'
- '80'
- '443'
# secret.yaml
config:
user:
name: Your Secret Name
email: example@example.com
# envvars.sh
export MYAPP__CONFIG__SECRET_KEY="supersecretkey"
export MYAPP__CONFIG__USER__PASS="secretpassword"
Default Values
Every class passed to cklass.load_config()
can define below variables with appropriate
type for some manipulating it's behaviour.
All values specified below are considered as default. Any of these variables can be omitted.
Type Safety
_type_safe = True
This will compare and ensure that all keys overwritten in config/secret file have the same
type as the variables defined in class except None
. If set to False
this check
will be skipped.
Example:
Config.VALIDATE_ME = True
will match only bool
type from config file.
Config.DOESNT_MATTER = None
will match any type from config file and environment variable
CONFIG__DOESNT_MATTER
.
Environment Prefix
_environ_prefix = ''
This allows you to define custom environment variable prefix to act as a namespace.
You could for example set this to 'MYAPP'
which would cause to look up only
environment variables starting with such prefix, like MYAPP__CONFIG__HOME_DIR
.
Class and nesting is defined with two underscores __
, hence key names may contain
only single underscores - eg. CORRECT_NAME
, INCORRECT___NAME
.
Environment variables support three types: bool converted from string TRUE
/ FALSE
,
numbers converted from string with numbers and string if two previous conversions failed.
Config / Secret File Names
_config_filename = 'config.yaml'
_secret_filename = 'secret.yaml'
File name of the config. Extension has to match the defined one in _format_loaders
.
Config / Secret File Paths
_config_filepath = ['.']
_secret_filepath = ['.']
List of paths where function will look for _config__filename
and _secret_filename
.
For example, You could change it to ['~', '.']
which would cause the function to
search for config.yaml
in $HOME/config.yaml
and then in $PWD/config.yaml
.
Only the first file which will be successfully opened will be taken into account.
Format Loaders
_format_loaders = {
'ini': ['ini', 'load'],
'json': ['json', 'load'],
'toml': ['toml', 'load'],
'yaml': ['yaml', 'safe_load'],
}
Format loaders consists of a nested dictionary with key matching file extension
and value defined as a two-element list. Default format loader enables the usage
of ini
, json
, toml
and yaml
file types.
In order for this to work you need to have installed appropriate python packages
specified in the list.
Example: yaml: ['metayaml', 'read']
says that for any config/secret file
with yaml
extension will be loaded via read
function defined in metayaml
module.
Real-Live Example
See examples directory.
# config.py
import cklass
class Root:
_environ_prefix = 'SIMPLEWEBAPP'
_config_filepath = ['./conf']
_secret_filepath = ['./conf']
class Common(Root):
NAME = 'Simple Web App'
DEBUG = True
DATE = ''
BASE_DIR = '/app'
SRC_DIR = './src'
ALLOWED_HOSTS = []
class Secret:
KEY = ''
_config_filename = 'common.yaml'
_secret_filename = 'common.json'
class Database(Root):
ENGINE = 'sqlite3'
HOST = 'localhost'
NAME = 'simplewebapp_db'
PORT = 1111
class Credentials:
USER = 'readonly'
PASS = 'readonly'
_config_filename = 'database.yaml'
_secret_filename = 'database.json'
cklass.load_config(Common)
cklass.load_config(Database)
print(f'''
Common:
NAME = '{Common.NAME}'
DEBUG = {Common.DEBUG}
DATE = '{Common.DATE}'
BASE_DIR = '{Common.BASE_DIR}'
SRC_DIR = '.{Common.SRC_DIR}'
ALLOWED_HOSTS = {Common.ALLOWED_HOSTS}
Secret:
KEY = '{Common.Secret.KEY}'
Database:
ENGINE = '{Database.ENGINE}'
HOST = '{Database.HOST}'
NAME = '{Database.NAME}'
PORT = {Database.PORT}
Credentials:
USER = {Database.Credentials.USER}'
PASS = '{Database.Credentials.PASS}'
''')
# conf/common.yaml
Common:
debug: no
allowed-hosts:
- 'localhost'
- '127.0.0.1'
- 'mydomain.local'
# conf/common.json
{
"Common": {
"Secret": {
"key": "AAAAAAAA"
}
}
}
# conf/database.yaml
Database:
engine: postgresql
host: psql://localhost
# conf/database.json
{
"database": {
"credentials": {
"user": "dbuser",
"pass": "pbpass"
}
}
}
# conf/environment.sh
#!/bin/bash
export SIMPLEWEBAPP__COMMON__DEBUG=TRUE
export SIMPLEWEBAPP__COMMON__DATE="$(date)"
export SIMPLEWEBAPP__COMMON__SECRET__KEY="seckey"
export SIMPLEWEBAPP__DATABASE__PORT=6621
export SIMPLEWEBAPP__DATABASE__CREDENTIALS__PASS="supersecretdbpass"
Result
source conf/environment.sh
python3 config.py
Common:
NAME = 'Simple Web App'
# overwritten in conf/common.yaml
# then overwritten by environment variable
DEBUG = True
# overwritten by environment variable
DATE = 'Mon Apr 15 12:35:39 CEST 2019'
BASE_DIR = '/app'
SRC_DIR = './src'
# overwritten in conf/common.yaml
ALLOWED_HOSTS = ['localhost', '127.0.0.1', 'mydomain.local']
class Secret:
# overwritten in conf/common.json
# then overwritten by environment variable
KEY = 'seckey'
Database:
# overwritten in conf/database.yaml
ENGINE = 'postgresql'
HOST = 'psql://localhost'
NAME = 'simplewebapp_db'
# overwritten by environment variable
PORT = 6621
class Credentials:
# overwritten in conf/database.json
USER = 'dbuser'
# overwritten in conf/database.json
# then overwritten by environment variable
PASS = 'supersecretdbpass'
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