-
Notifications
You must be signed in to change notification settings - Fork 0
/
test_utils.py
218 lines (178 loc) · 6.77 KB
/
test_utils.py
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
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
import pytest
from main import create_app
from database_handler import db, get_session
from models import User
import utils
from unittest.mock import Mock
from flask import *
import pytest
from datetime import datetime
from uuid import UUID, uuid4
# Test validate_datetime function
def test_validate_datetime_valid_string():
date_string = "2022-01-01T12:00:00"
result = utils.validate_datetime(date_string)
assert isinstance(result, datetime)
assert result.year == 2022
assert result.month == 1
assert result.day == 1
assert result.hour == 12
assert result.minute == 0
assert result.second == 0
def test_validate_datetime_valid_string_without_seconds():
date_string = "2022-01-01T12:00"
result = utils.validate_datetime(date_string)
assert isinstance(result, datetime)
assert result.year == 2022
assert result.month == 1
assert result.day == 1
assert result.hour == 12
assert result.minute == 0
assert result.second == 0
def test_validate_datetime_invalid_string():
date_string = "invalid-date"
with pytest.raises(Exception):
utils.validate_datetime(date_string)
def test_validate_datetime_valid_datetime():
date = datetime(2022, 1, 1, 12, 0, 0)
result = utils.validate_datetime(date)
assert result == date
def test_validate_datetime_invalid_datetime():
with pytest.raises(Exception):
utils.validate_datetime("not-a-date")
# Test validate_latitude function
def test_validate_latitude_valid_float():
latitude = 45.0
result = utils.validate_latitude(latitude)
assert result == latitude
def test_validate_latitude_valid_string():
latitude = "45.0"
result = utils.validate_latitude(latitude)
assert result == 45.0
def test_validate_latitude_invalid_string():
latitude = "invalid-latitude"
with pytest.raises(Exception):
utils.validate_latitude(latitude)
def test_validate_latitude_out_of_range():
latitude = 100.0
with pytest.raises(Exception):
utils.validate_latitude(latitude)
# Test validate_longitude function
def test_validate_longitude_valid_float():
longitude = 45.0
result = utils.validate_longitude(longitude)
assert result == longitude
def test_validate_longitude_valid_string():
longitude = "45.0"
result = utils.validate_longitude(longitude)
assert result == 45.0
def test_validate_longitude_invalid_string():
longitude = "invalid-longitude"
with pytest.raises(Exception):
utils.validate_longitude(longitude)
def test_validate_longitude_out_of_range():
longitude = 200.0
with pytest.raises(Exception):
utils.validate_longitude(longitude)
# Test validate_float function
def test_validate_float_valid_float():
float_value = 45.0
result = utils.validate_float(float_value)
assert result == float_value
def test_validate_float_valid_string():
float_value = "45.0"
result = utils.validate_float(float_value)
assert result == 45.0
def test_validate_float_invalid_string():
float_value = "invalid-float"
with pytest.raises(Exception):
utils.validate_float(float_value)
# Test validate_id function
def test_validate_id_valid_uuid():
uuid_value = uuid4()
result = utils.validate_id(uuid_value)
assert result == str(uuid_value)
def test_validate_id_valid_string():
uuid_value = str(uuid4())
result = utils.validate_id(uuid_value)
assert result == uuid_value
def test_validate_id_invalid_string():
uuid_value = "invalid-uuid"
with pytest.raises(Exception):
utils.validate_id(uuid_value)
# Test validate_timezone function
def test_validate_timezone_valid_int():
timezone = 0
result = utils.validate_timezone(timezone)
assert result == timezone
def test_validate_timezone_valid_string():
timezone = "0"
result = utils.validate_timezone(timezone)
assert result == 0
def test_validate_timezone_invalid_string():
timezone = "invalid-timezone"
with pytest.raises(Exception):
utils.validate_timezone(timezone)
def test_validate_timezone_out_of_range():
timezone = 1000
with pytest.raises(Exception):
utils.validate_timezone(timezone)
def test_valid_form_data(mock_request):
mock_request.form.to_dict.return_value = {'name': 'John', 'age': '30'}
schema = {'name': str, 'age': int}
data = utils.get_form_data(mock_request, schema)
assert data == {'name': 'John', 'age': 30}
def test_missing_key(mock_request):
mock_request.form.to_dict.return_value = {'name': 'John'}
schema = {'name': str, 'age': int}
with pytest.raises(ValueError) as e:
utils.get_form_data(mock_request, schema)
assert type(e.value) == ValueError
def test_invalid_data_type(mock_request):
mock_request.form.to_dict.return_value = {'name': 'John', 'age': 'abc'}
schema = {'name': str, 'age': int}
with pytest.raises(ValueError) as e:
utils.get_form_data(mock_request, schema)
assert type(e.value) == ValueError
def test_invalid_data_type2(mock_request):
mock_request.form.to_dict.return_value = {'name': 'John', 'age': '1.32'}
schema = {'name': str, 'age': int}
with pytest.raises(ValueError) as e:
utils.get_form_data(mock_request, schema)
assert type(e.value) == ValueError
import pandas as pd
empty_file_error_message = "File is empty".lower()
def test_extract_to_dataframe_csv():
path = "tests/resources/utils/dataframe-3-rows.csv"
df = utils.extract_to_dataframe(path)
assert isinstance(df, pd.DataFrame)
assert len(df) == 3
def test_extract_to_dataframe_csv_empty():
path = "tests/resources/utils/dataframe-empty.csv"
with pytest.raises(ValueError) as e:
df = utils.extract_to_dataframe(path)
assert str(e.value).lower() == empty_file_error_message
def test_extract_to_dataframe_txt():
path = "tests/resources/utils/dataframe-3-rows.txt"
df = utils.extract_to_dataframe(path)
assert isinstance(df, pd.DataFrame)
assert len(df) == 3
def test_extract_to_dataframe_txt_empty():
path = "tests/resources/utils/dataframe-empty.txt"
with pytest.raises(ValueError) as e:
df = utils.extract_to_dataframe(path)
assert str(e.value).lower() == empty_file_error_message
def test_extract_to_dataframe_xlsx_empty():
path = "tests/resources/utils/dataframe-empty.xlsx"
with pytest.raises(ValueError) as e:
df = utils.extract_to_dataframe(path)
assert str(e.value).lower() == empty_file_error_message
def test_extract_to_dataframe_xlsx():
path = "tests/resources/utils/dataframe-3-rows.xlsx"
df = utils.extract_to_dataframe(path)
assert isinstance(df, pd.DataFrame)
assert len(df) == 3
def test_extract_to_dataframe_nonexistent_file():
path = "tests/resources/utils/nonexistent-file.txt"
with pytest.raises(FileNotFoundError) as e:
df = utils.extract_to_dataframe(path)