Ways to document, centeralize, retreive and validate settings.
Project description
Introduction
Helps document and centralizing settings in a python project/library.
Facilitates looking up BaseSettings from retrievers
, such as an environmental variable retriever.
Converts and standardizes any retrieved values to the type-hint on the setting attribute (such as bool, int, datetime, etc).
Interface to provide own custom retrievers, to grab settings/configuration from wherever you want.
Retrievers can be stacked, so multiple ones can be consulted when retrieving a setting.
See xsettings docs.
Documentation
📄 Detailed Documentation | 🐍 PyPi
Install
# via pip
pip install xsettings
# via poetry
poetry add xsettings
Quick Start
from xsettings import EnvVarSettings, SettingsField
from xsettings.errors import SettingsValueError
from typing import Optional
import dataclasses
import os
# Used to showcase looking up env-vars automatically:
os.environ['app_version'] = '1.2.3'
# Used to showcase complex setting types:
@dataclasses.dataclass
class DBConfig:
@classmethod
def from_dict(cls, values: dict):
return DBConfig(**values)
user: str
host: str
password: str
# Some defined settings:
class MySettings(EnvVarSettings):
app_env: str = 'dev'
app_version: str
api_endpoint_url: str
some_number: int
# For Full Customization, allocate SettingsField,
# In this case an alternate setting lookup-name
# if you want the attribute name to differ from lookup name:
token: Optional[str] = SettingsField(name='API_TOKEN')
# Or if you wanted a custom-converter for a more complex obj:
db_config: DBConfig = SettingsField(
converter=DBConfig.from_dict
)
# BaseSettings subclasses are singleton-like dependencies that are
# also injectables and lazily-created on first-use.
# YOu can use a special `BaseSettings.grab()` class-method to
# get the current settings object.
#
# So you can grab the current MySettings object lazily via
# its `grab` class method:
MySettings.grab().some_number = 3
assert MySettings.grab().some_number == 3
# You can also use a proxy-object, it will lookup and use
# the current settings object each time its used:
my_settings = MySettings.proxy()
# Here I showcase setting a dict here and using the converter
# I defined on the SettingsField to convert it for me:
my_settings.db_config = {
'user': 'my-user',
'password': 'my-password',
'host': 'my-host'
}
expected = DBConfig(
user='my-user',
password='my-password',
host='my-host'
)
# The dict gets converted automatically to the DBConfig obj:
assert MySettings.grab().db_config == expected
# If you set a setting with the same/exact type as
# it's type-hint, then it won't call the converter:
my_settings.db_config = expected
# It's the same exact object-instance still (ie: not changed/converted):
assert my_settings.db_config is expected
# Will use the default value of `dev` (default value on class)
# since it was not set to anything else and there is no env-var for it:
assert my_settings.app_env == 'dev'
# EnvVarSettings (superclass) is configured to use the EnvVar retriever,
# and so it will find this in the environmental vars since it was not
# explicitly set to anything on settings object:
assert my_settings.app_version == '1.2.3'
# Any BaseSettings subclass can use dependency-injection:
assert my_settings.token is None
with MySettings(token='my-token'):
assert my_settings.token == 'my-token'
# Parent is still consulted for any settings unset on child but set on parent:
assert my_settings.db_config == expected
# Can set settings like you expect,
# this will go into the child created in above `with` statement:
my_settings.app_env = 'prod'
assert my_settings.app_env == 'prod'
# After `with` child is not the current settings object anymore,
# reverts back to what it was before:
assert my_settings.token is None
try:
# If a setting is undefined and required (ie: not-optional),
# and it was not set to anything nor is there a default or an env-var for it;
# BaseSettings will raise an exception when getting it:
print(my_settings.api_endpoint_url)
except SettingsValueError as e:
assert True
else:
assert False
try:
# `SettingsValueError` inherits from both AttributeError and ValueError,
# as the error could be due to either aspect; so you can also do an except
# for either standard error:
print(my_settings.api_endpoint_url)
except ValueError as e:
assert True
else:
assert False
Licensing
This library is licensed under the MIT-0 License. See the LICENSE file.
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