forked from feast-dev/feast
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathtest_usage_e2e.py
More file actions
149 lines (119 loc) · 4.48 KB
/
Copy pathtest_usage_e2e.py
File metadata and controls
149 lines (119 loc) · 4.48 KB
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
# Copyright 2020 The Feast Authors
#
# 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
#
# https://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.
# This file tests our usage tracking system in `usage.py`.
import os
import sys
import tempfile
from importlib import reload
from unittest.mock import patch
import pytest
from feast import Entity, RepoConfig
from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig
@pytest.fixture(scope="function")
def dummy_exporter():
event_log = []
with patch("feast.usage._export", new=event_log.append):
yield event_log
@pytest.fixture(scope="function")
def enabling_toggle():
with patch("feast.usage._is_enabled") as p:
p.__bool__.return_value = True
yield p
# return to initial state
_reload_feast()
@pytest.mark.integration
def test_usage_on(dummy_exporter, enabling_toggle):
_reload_feast()
from feast.feature_store import FeatureStore
with tempfile.TemporaryDirectory() as temp_dir:
test_feature_store = FeatureStore(
config=RepoConfig(
registry=os.path.join(temp_dir, "registry.db"),
project="fake_project",
provider="local",
online_store=SqliteOnlineStoreConfig(
path=os.path.join(temp_dir, "online.db")
),
entity_key_serialization_version=2,
)
)
entity = Entity(
name="driver_car_id",
description="Car driver id",
tags={"team": "matchmaking"},
)
test_feature_store.apply([entity])
assert len(dummy_exporter) == 3
assert {
"entrypoint": "feast.infra.registry.file.FileRegistryStore.get_registry_proto"
}.items() <= dummy_exporter[0].items()
assert {
"entrypoint": "feast.infra.registry.file.FileRegistryStore.update_registry_proto"
}.items() <= dummy_exporter[1].items()
assert {
"entrypoint": "feast.feature_store.FeatureStore.apply"
}.items() <= dummy_exporter[2].items()
@pytest.mark.integration
def test_usage_off(dummy_exporter, enabling_toggle):
enabling_toggle.__bool__.return_value = False
_reload_feast()
from feast.feature_store import FeatureStore
with tempfile.TemporaryDirectory() as temp_dir:
test_feature_store = FeatureStore(
config=RepoConfig(
registry=os.path.join(temp_dir, "registry.db"),
project="fake_project",
provider="local",
online_store=SqliteOnlineStoreConfig(
path=os.path.join(temp_dir, "online.db")
),
entity_key_serialization_version=2,
)
)
entity = Entity(
name="driver_car_id",
description="Car driver id",
tags={"team": "matchmaking"},
)
test_feature_store.apply([entity])
assert not dummy_exporter
@pytest.mark.integration
def test_exception_usage_on(dummy_exporter, enabling_toggle):
_reload_feast()
from feast.feature_store import FeatureStore
with pytest.raises(OSError):
FeatureStore("/tmp/non_existent_directory")
assert len(dummy_exporter) == 1
assert {
"entrypoint": "feast.feature_store.FeatureStore.__init__",
"exception": repr(FileNotFoundError(2, "No such file or directory")),
}.items() <= dummy_exporter[0].items()
@pytest.mark.integration
def test_exception_usage_off(dummy_exporter, enabling_toggle):
enabling_toggle.__bool__.return_value = False
_reload_feast()
from feast.feature_store import FeatureStore
with pytest.raises(OSError):
FeatureStore("/tmp/non_existent_directory")
assert not dummy_exporter
def _reload_feast():
"""After changing environment need to reload modules and rerun usage decorators"""
modules = (
"feast.infra.registry.file",
"feast.infra.online_stores.sqlite",
"feast.feature_store",
)
for mod in modules:
if mod in sys.modules:
reload(sys.modules[mod])