-
Notifications
You must be signed in to change notification settings - Fork 1.7k
/
test_ge_integration.py
108 lines (81 loc) · 3.01 KB
/
test_ge_integration.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
import sys
from unittest.mock import Mock
import pandas as pd
import pytest
from ydata_profiling import ProfileReport
@pytest.fixture
def df():
return pd.DataFrame({"num": [1, 2, 3, 4, 5]})
@pytest.fixture(scope="function")
def mod():
mod = Mock()
sys.modules["great_expectations"] = mod
return mod
@pytest.fixture(scope="function")
def context():
return Mock()
def test_to_expectation_suite_raises(df):
report = ProfileReport(df)
with pytest.raises(ImportError):
report.to_expectation_suite()
def test_to_expectations_suite_context_save_and_build_data_docs(mod, context, df):
report = ProfileReport(df)
_ = report.to_expectation_suite(
data_context=context,
save_suite=True,
run_validation=False,
build_data_docs=True,
)
mod.data_context.DataContext.assert_not_called()
mod.dataset.PandasDataset.assert_called_once()
context.add_expectation_suite.assert_called_once()
context.save_expectation_suite.assert_called_once()
context.build_data_docs.assert_called_once()
context.open_data_docs.assert_called_once()
def test_to_expectations_suite_context_no_save_and_build_data_docs(mod, context, df):
report = ProfileReport(df)
_ = report.to_expectation_suite(
data_context=context,
save_suite=False,
run_validation=False,
build_data_docs=True,
)
mod.data_context.DataContext.assert_not_called()
mod.dataset.PandasDataset.assert_called_once()
context.add_expectation_suite.assert_called_once()
context.save_expectation_suite.assert_called_once()
context.build_data_docs.assert_called_once()
context.open_data_docs.assert_called_once()
def test_to_expectations_suite_context_no_save_and_no_build_data_docs(mod, context, df):
report = ProfileReport(df)
_ = report.to_expectation_suite(
data_context=context,
save_suite=False,
run_validation=False,
build_data_docs=False,
)
mod.data_context.DataContext.assert_not_called()
mod.dataset.PandasDataset.assert_called_once()
context.add_expectation_suite.assert_called_once()
context.save_expectation_suite.assert_not_called()
context.build_data_docs.assert_not_called()
context.open_data_docs.assert_not_called()
def test_to_expectations_suite_title(context, df):
report = ProfileReport(df, title="Expectations Dataset")
_ = report.to_expectation_suite(
suite_name=None,
data_context=context,
run_validation=False,
)
context.add_expectation_suite.assert_called_once_with(
"expectations-dataset", overwrite_existing=True
)
def test_to_expectation_suite_no_context(mod, df):
report = ProfileReport(df)
_ = report.to_expectation_suite(
data_context=None,
save_suite=False,
run_validation=False,
build_data_docs=False,
)
mod.data_context.DataContext.assert_called_once()