config-binder 0.4.1

Easily parse configurations across various formats (YAML, JSON, etc.) with recursive class binding, environment variables resolution and type safety.

config-binder

Simple configuration parsing with recursive class binding, environment variables resolution and types safety.

Installation

pip install config-binder

Simple example

input.yaml

host: ${MYAPP_HOST:localhost}
port: 5432
username: admin
password: ${MYAPP_PASSWORD}

ENV exposure

export MYAPP_PASSWORD=123

With binding:

class MySettings:
    host: str
    port: int
    username: str
    password: str
    source_urls: List[str]


config = ConfigBinder.load('input.yaml')
print(f"type: {type(config).__name__}, config: host:{config.host} port:{config.port} source_urls:{config.source_urls}")

# Output:
# type: MySettings, config: host:localhost port:5432 source_urls:['some-url.com', 'another-url.com']

Without binding

in this case data will be returned in dict with just all the environment variables resolved

config = ConfigBinder.load('input.yaml')
print(f"type: {type(config).__name__}, config: {config}")

# Output:
# type: dict, config: {'host': 'localhost', 'port': 5432, 'username': 'admin', 'password': '123', 'source_urls': ['some-url.com', 'another-url.com']}

More complex example

input.yaml

name: MyApplication
logging_level: INFO
redis_config:
  host: ${MYAPP_REDIS_HOST:127.0.0.1}
  post: ${MYAPP_REDIS_PORT:6379}
  password: ${MYAPP_REDIS_PASS}
  encryption_Key: ${MYAPP_REDIS_ENCRYPTION_KEY}
sources_configs:
  orders:
    url: some-url.com/orders
    token: ${MYAPP_ORDERS_SOURCE_TOKEN}
    retry_policy:
      max_attempts: 5
      backoff_seconds: 10
  products:
    url: another-url.com/products
    token: ${MYAPP_ORDERS_products_TOKEN}
    retry_policy:
      max_attempts: 3
      backoff_seconds: 5

ENV exposure

export MYAPP_REDIS_PASS=redis_pass
export MYAPP_REDIS_ENCRYPTION_KEY=very_strong_key
export MYAPP_ORDERS_SOURCE_TOKEN=orders_token
export MYAPP_ORDERS_PRODUCTS_TOKEN=products_token

Config classes definition

class RedisConfig:
    host: str
    port: int
    password: str
    encryption_key: str

class RetryPolicy:
    max_attempts: int
    backoff_seconds: int

class SourceConfig:
    url: str
    token: str
    retry_policy: RetryPolicy

class AppConfig:
    name: str
    logging_level: Literal['DEBUG', 'INFO', 'ERROR']
    redis_config: RedisConfig
    sources_configs: Dict[str, SourceConfig]

Binding from file

config = ConfigBinder.load('input.yaml', AppConfig)

Binding from str variable

input_yaml is variable with the same yaml specified above

config = ConfigBinder.read(ConfigType.yaml, input_yaml, AppConfig)

Results

input yaml is now bound to AppConfig class with env variables resolution and types validation

print(config.name)
print(config.logging_level)
print(f"type: {type(config.redis_config).__name__}, config: {str(vars(config.redis_config))}")
print(f"type: {type(config.sources_configs['orders']).__name__}, config: {str(vars(config.sources_configs['orders']))}")
print(f"type: {type(config.sources_configs['products']).__name__}, config: {str(vars(config.sources_configs['products']))}")
# Output:
# MyApplication
# INFO
# type: RedisConfig, config: {'host': '127.0.0.1', 'port': 6379, 'password': 'redis_pass', 'encryption_key': 'None'}
# type: SourceConfig, config: {'url': 'some-url.com/orders', 'token': 'orders_token', 'retry_policy': <__main__.RetryPolicy object at 0x7f268fe2fe00>}
# type: SourceConfig, config: {'url': 'another-url.com/products', 'token': 'products_token', 'retry_policy': <__main__.RetryPolicy object at 0x7f268fe2fe30>}