FilesExpand file tree

main

/

test_config.py

Copy path

Blame

More file actions

Blame

More file actions

Latest commit

 

History

History

History

executable file

·

99 lines (83 loc) · 2.94 KB

main

/

test_config.py

Copy path

Top

File metadata and controls

• Code
• Blame

executable file

·

99 lines (83 loc) · 2.94 KB

Raw

Copy raw file

Download raw file

Open symbols panel

Edit and raw actions

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

98

99

# coding=utf-8

# Copyright 2022 HuggingFace Inc.

#

# Licensed under the Apache License, Version 2.0 (the "License");

# you may not use this file except in compliance with the License.

# You may obtain a copy of the License at

#

# http://www.apache.org/licenses/LICENSE-2.0

#

# Unless required by applicable law or agreed to in writing, software

# distributed under the License is distributed on an "AS IS" BASIS,

# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

# See the License for the specific language governing permissions and

# limitations under the License.

import tempfile

import unittest

from diffusers.configuration_utils import ConfigMixin, register_to_config

class SampleObject(ConfigMixin):

config_name = "config.json"

@register_to_config

def __init__(

self,

a=2,

b=5,

c=(2, 5),

d="for diffusion",

e=[1, 3],

):

pass

class ConfigTester(unittest.TestCase):

def test_load_not_from_mixin(self):

with self.assertRaises(ValueError):

ConfigMixin.from_config("dummy_path")

def test_register_to_config(self):

obj = SampleObject()

config = obj.config

assert config["a"] == 2

assert config["b"] == 5

assert config["c"] == (2, 5)

assert config["d"] == "for diffusion"

assert config["e"] == [1, 3]

# init ignore private arguments

obj = SampleObject(_name_or_path="lalala")

config = obj.config

assert config["a"] == 2

assert config["b"] == 5

assert config["c"] == (2, 5)

assert config["d"] == "for diffusion"

assert config["e"] == [1, 3]

# can override default

obj = SampleObject(c=6)

config = obj.config

assert config["a"] == 2

assert config["b"] == 5

assert config["c"] == 6

assert config["d"] == "for diffusion"

assert config["e"] == [1, 3]

# can use positional arguments.

obj = SampleObject(1, c=6)

config = obj.config

assert config["a"] == 1

assert config["b"] == 5

assert config["c"] == 6

assert config["d"] == "for diffusion"

assert config["e"] == [1, 3]

def test_save_load(self):

obj = SampleObject()

config = obj.config

assert config["a"] == 2

assert config["b"] == 5

assert config["c"] == (2, 5)

assert config["d"] == "for diffusion"

assert config["e"] == [1, 3]

with tempfile.TemporaryDirectory() as tmpdirname:

obj.save_config(tmpdirname)

new_obj = SampleObject.from_config(tmpdirname)

new_config = new_obj.config

# unfreeze configs

config = dict(config)

new_config = dict(new_config)

assert config.pop("c") == (2, 5) # instantiated as tuple

assert new_config.pop("c") == [2, 5] # saved & loaded as list because of json

assert config == new_config