python-json-config 1.2.1

This library allows to load json configs and access the values like members (i.e., via dots), validate config field types and values and transform config fields.

Overview

This library allows to load json configs and access the values like members (i.e., config.server.port instead of config['server']['port']), validate the data types of fields and transform the values of fields.

Installing

pip install python-json-config

Usage

from python_json_config import ConfigBuilder

# create config parser
builder = ConfigBuilder()

# parse config
config = builder.parse_config('path/to/config.json')

# access elements
host = config.server.host
port = config.server.port
myfield = config.myfield

Validate field types

builder.validate_field_type('server.ip', str)
builder.validate_field_type('server.port', int)
builder.validate_field_type('jwt.access_token_expires', str)

Validate field values

from python_json_config.validators import is_unreserved_port, is_ipv4_address, is_timedelta

# use provided methods
builder.validate_field_value('server.ip', is_ipv4_address)
builder.validate_field_value('server.port', is_unreserved_port)
builder.validate_field_value('jwt.access_token_expires', is_timedelta)

# use custom validation function
builder.validate_field_value('server.ip', lambda ip: ip != '0.0.0.0')

# return custom error messages in your lambda
builder.validate_field_value('server.ip', lambda ip: (ip != '0.0.0.0', 'IP is unroutable.'))

# chain validation functions
builder.validate_field_value('server.ip', [lambda ip: ip != 'localhost', lambda ip: ip != '127.0.0.1'])

Transform field values

from python_json_config.transformers import to_timedelta

# use provided methods
builder.transform_field_value('jwt.access_token_expires', to_timedelta)


from datetime import datetime

# parse a timedelta (e.g., Jun 1 2005) into a datetime object
builder.transform_field_value('important_date', lambda date: datetime.strptime(date, '%b %d %Y'))

Define field access settings

# required means an error is thrown if a non-existing field is accessed 
builder.set_field_access_required()
# return None for the following fields instead of throwing an error
builder.add_optional_field('server.host')
builder.add_optional_fields(['cache.ttl', 'server.path'])

# optional means None is returned if a non-existing field is accessed 
builder.set_field_access_optional()
# throw an error for the following fields instead of returning None
builder.add_required_field('server.user')
builder.add_required_fields(['cache.backend', 'server.password'])

Access config values

port = config.server.port
assert port > 1023

ip = config.server.ip
assert ip not in ['0.0.0.0', 'localhost', '127.0.0.1']

important_date = config.important_date
assert isinstance(important_date, datetime)

jwt_access_token_expires = config.jwt.access_token_expires
assert isinstance(jwt_access_token_expires, timedelta)

Change config values

config = ConfigBuilder().parse_config({"server.port": 1024})

config.add("server.host", "localhost")
assert config.server.host == "localhost"

config.add("cache", "redis")
assert config.cache == "redis"

config.update("server.port", 1025)
assert config.server.port == 1025

config.update("server.user", "user", upsert=True)
assert config.server.user == "user"

Overwrite fields with environment variables

First, set environment variables (e.g., via bash):

$ MYPROJECT_SERVER_HOST="localhost"
$ MYPROJECT_CACHE="redis"
$ MYPYTHONPROJECTS_USER="user"

Then just tell the builder, which prefixes should be merged:

builder = ConfigBuilder()
# you can also just pass a single prefix (builder.merge_with_env_variables("MYPROJECT")
builder.merge_with_env_variables(["MYPROJECT", "MYPYTHONPROJECTS"])
config = builder.parse_config({"server.host": "0.0.0.0"})

assert config.server.host == "localhost"
assert config.cache == "redis"
assert config.user == "user"

Alternatively you can also do the merging after creating the config object:

builder = ConfigBuilder()
config = builder.parse_config({"server.host": "0.0.0.0"})
config.merge_with_env_variables(["MYPROJECT", "MYPYTHONPROJECTS"])

assert config.server.host == "localhost"
assert config.cache == "redis"
assert config.user == "user"

Serialization

The config can be serialized to a dictionary, json or binary (via pickle or msgpack).

builder = ConfigBuilder()
config = builder.parse_config({"server.host": "0.0.0.0"})

import pickle
pickle_config = pickle.loads(pickle.dumps(config))

dict_config = builder.parse_config(config.to_dict())

import json
json_config = builder.parse_config(config.to_json())

import msgpack
msgpack_config = Config.from_msgpack(config.to_msgpack())

Important note: serializing via json or msgpack will stringify any non-serializable value (e.g., datetime objects).