1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
|
"""
Implementations for the modules of :module:`configlib.model`
"""
from typing import Type, Dict, List
from .model import Config, ConfigValueMissingException, InvalidConfigTypingException
from .util import snake_case
def parse_list_impl(cls: Type[object], data, path='') -> list:
"""
parse a list and reinterpret the individual elements according to `cls`
:param cls: the type of each list element
:param data: the actual list elements
:param path: the path inside the config. used for error reporting
:return: the list with transformed elements.
"""
lis = []
for i, item in enumerate(data):
lis.append(parse_single_item(cls, item, path + '[' + str(i) + ']'))
return lis
def parse_obj_impl(cls: Type[object], data, path='Config') -> object:
"""
parse a dict into an object according to `cls`
:param cls: the type of the resulting object
:param data: the dict object
:param path: the path inside the config. used for error reporting
:return: the parsed object
"""
obj = cls()
annotations: Dict[str, Type] = obj.__annotations__
for key, val_type in annotations.items():
if key not in data.keys():
raise ConfigValueMissingException(path + key)
val = data[key]
setattr(obj, key, parse_single_item(val_type, val, path + '.' + key))
return obj
def parse_dict_impl(val_type: Type[object], val, path) -> dict:
"""
Parse a dict and reinterpret the values according to `val_type`
:param val_type: the type of the values of the dict
:param val: the actual dict to be reinterpreted
:param path: the path inside the config. used for error reporting
:return: the reinterpreted dict
"""
dic = {}
for key, value in val.items():
dic[key] = parse_single_item(val_type, value, path + '[' + repr(key) + ']')
return dic
# noinspection PyUnresolvedReferences
def parse_single_item(val_type: Type[object], val, path):
"""
dynamically parse an item into a dict, list, object or a primitive depending on `val_type`
:param val_type: the type to be discussed
:param val: the value to be parsed
:param path: the path inside the config. used for error reporting
:return: the parsed something
"""
if issubclass(val_type, (str, int, float)):
return val
if isinstance(val_type, List):
if len(val_type.__args__) != 1:
raise InvalidConfigTypingException(path + ': List must be supplied exactly one type')
return parse_list_impl(val_type.__args__[0], val, path)
if isinstance(val_type, Dict):
if len(val_type.__args__) != 2:
raise InvalidConfigTypingException(path + ': Dict must be supplied exactly two types')
if val_type.__args__[0] != str:
raise InvalidConfigTypingException(path + ': Dict must have `str` as indexing')
return parse_dict_impl(val_type.__args__[1], val, path)
return parse_obj_impl(val_type, val, path)
class BaseConfig(Config):
"""
A :class:`Config` implementation using type hints for parsing.
"""
@classmethod
def get_name(cls) -> str:
return snake_case(cls.__name__).upper()
@classmethod
def parse_dict(cls: Type['BaseConfig'], data: dict) -> 'BaseConfig':
# noinspection PyTypeChecker
return parse_obj_impl(cls, data)
|
