|
| 1 | +from datetime import datetime, timedelta, timezone |
| 2 | +from unittest.mock import patch |
| 3 | + |
| 4 | +import pytest |
| 5 | + |
| 6 | +from feast.infra.registry.caching_registry import CachingRegistry |
| 7 | + |
| 8 | + |
| 9 | +class TestCachingRegistry(CachingRegistry): |
| 10 | + """Test subclass that implements abstract methods as no-ops""" |
| 11 | + |
| 12 | + def _get_any_feature_view(self, *args, **kwargs): |
| 13 | + pass |
| 14 | + |
| 15 | + def _get_data_source(self, *args, **kwargs): |
| 16 | + pass |
| 17 | + |
| 18 | + def _get_entity(self, *args, **kwargs): |
| 19 | + pass |
| 20 | + |
| 21 | + def _get_feature_service(self, *args, **kwargs): |
| 22 | + pass |
| 23 | + |
| 24 | + def _get_feature_view(self, *args, **kwargs): |
| 25 | + pass |
| 26 | + |
| 27 | + def _get_infra(self, *args, **kwargs): |
| 28 | + pass |
| 29 | + |
| 30 | + def _get_on_demand_feature_view(self, *args, **kwargs): |
| 31 | + pass |
| 32 | + |
| 33 | + def _get_permission(self, *args, **kwargs): |
| 34 | + pass |
| 35 | + |
| 36 | + def _get_project(self, *args, **kwargs): |
| 37 | + pass |
| 38 | + |
| 39 | + def _get_saved_dataset(self, *args, **kwargs): |
| 40 | + pass |
| 41 | + |
| 42 | + def _get_stream_feature_view(self, *args, **kwargs): |
| 43 | + pass |
| 44 | + |
| 45 | + def _get_validation_reference(self, *args, **kwargs): |
| 46 | + pass |
| 47 | + |
| 48 | + def _list_all_feature_views(self, *args, **kwargs): |
| 49 | + pass |
| 50 | + |
| 51 | + def _list_data_sources(self, *args, **kwargs): |
| 52 | + pass |
| 53 | + |
| 54 | + def _list_entities(self, *args, **kwargs): |
| 55 | + pass |
| 56 | + |
| 57 | + def _list_feature_services(self, *args, **kwargs): |
| 58 | + pass |
| 59 | + |
| 60 | + def _list_feature_views(self, *args, **kwargs): |
| 61 | + pass |
| 62 | + |
| 63 | + def _list_on_demand_feature_views(self, *args, **kwargs): |
| 64 | + pass |
| 65 | + |
| 66 | + def _list_permissions(self, *args, **kwargs): |
| 67 | + pass |
| 68 | + |
| 69 | + def _list_project_metadata(self, *args, **kwargs): |
| 70 | + pass |
| 71 | + |
| 72 | + def _list_projects(self, *args, **kwargs): |
| 73 | + pass |
| 74 | + |
| 75 | + def _list_saved_datasets(self, *args, **kwargs): |
| 76 | + pass |
| 77 | + |
| 78 | + def _list_stream_feature_views(self, *args, **kwargs): |
| 79 | + pass |
| 80 | + |
| 81 | + def _list_validation_references(self, *args, **kwargs): |
| 82 | + pass |
| 83 | + |
| 84 | + def apply_data_source(self, *args, **kwargs): |
| 85 | + pass |
| 86 | + |
| 87 | + def apply_entity(self, *args, **kwargs): |
| 88 | + pass |
| 89 | + |
| 90 | + def apply_feature_service(self, *args, **kwargs): |
| 91 | + pass |
| 92 | + |
| 93 | + def apply_feature_view(self, *args, **kwargs): |
| 94 | + pass |
| 95 | + |
| 96 | + def apply_materialization(self, *args, **kwargs): |
| 97 | + pass |
| 98 | + |
| 99 | + def apply_permission(self, *args, **kwargs): |
| 100 | + pass |
| 101 | + |
| 102 | + def apply_project(self, *args, **kwargs): |
| 103 | + pass |
| 104 | + |
| 105 | + def apply_saved_dataset(self, *args, **kwargs): |
| 106 | + pass |
| 107 | + |
| 108 | + def apply_user_metadata(self, *args, **kwargs): |
| 109 | + pass |
| 110 | + |
| 111 | + def apply_validation_reference(self, *args, **kwargs): |
| 112 | + pass |
| 113 | + |
| 114 | + def commit(self, *args, **kwargs): |
| 115 | + pass |
| 116 | + |
| 117 | + def delete_data_source(self, *args, **kwargs): |
| 118 | + pass |
| 119 | + |
| 120 | + def delete_entity(self, *args, **kwargs): |
| 121 | + pass |
| 122 | + |
| 123 | + def delete_feature_service(self, *args, **kwargs): |
| 124 | + pass |
| 125 | + |
| 126 | + def delete_feature_view(self, *args, **kwargs): |
| 127 | + pass |
| 128 | + |
| 129 | + def delete_permission(self, *args, **kwargs): |
| 130 | + pass |
| 131 | + |
| 132 | + def delete_project(self, *args, **kwargs): |
| 133 | + pass |
| 134 | + |
| 135 | + def delete_validation_reference(self, *args, **kwargs): |
| 136 | + pass |
| 137 | + |
| 138 | + def get_user_metadata(self, *args, **kwargs): |
| 139 | + pass |
| 140 | + |
| 141 | + def proto(self, *args, **kwargs): |
| 142 | + pass |
| 143 | + |
| 144 | + def update_infra(self, *args, **kwargs): |
| 145 | + pass |
| 146 | + |
| 147 | + |
| 148 | +@pytest.fixture |
| 149 | +def registry(): |
| 150 | + """Fixture to create a real instance of CachingRegistry""" |
| 151 | + return TestCachingRegistry( |
| 152 | + project="test_example", cache_ttl_seconds=2, cache_mode="sync" |
| 153 | + ) |
| 154 | + |
| 155 | + |
| 156 | +def test_cache_expiry_triggers_refresh(registry): |
| 157 | + """Test that an expired cache triggers a refresh""" |
| 158 | + # Set cache creation time to a value that is expired |
| 159 | + registry.cached_registry_proto = "some_cached_data" |
| 160 | + registry.cached_registry_proto_created = datetime.now(timezone.utc) - timedelta( |
| 161 | + seconds=5 |
| 162 | + ) |
| 163 | + |
| 164 | + # Mock _refresh_cached_registry_if_necessary to check if it is called |
| 165 | + with patch.object( |
| 166 | + CachingRegistry, |
| 167 | + "_refresh_cached_registry_if_necessary", |
| 168 | + wraps=registry._refresh_cached_registry_if_necessary, |
| 169 | + ) as mock_refresh_check: |
| 170 | + registry._refresh_cached_registry_if_necessary() |
| 171 | + mock_refresh_check.assert_called_once() |
| 172 | + |
| 173 | + # Now check if the refresh was actually triggered |
| 174 | + with patch.object( |
| 175 | + CachingRegistry, "refresh", wraps=registry.refresh |
| 176 | + ) as mock_refresh: |
| 177 | + registry._refresh_cached_registry_if_necessary() |
| 178 | + mock_refresh.assert_called_once() |
| 179 | + |
| 180 | + |
| 181 | +def test_skip_refresh_if_lock_held(registry): |
| 182 | + """Test that refresh is skipped if the lock is already held by another thread""" |
| 183 | + registry.cached_registry_proto = "some_cached_data" |
| 184 | + registry.cached_registry_proto_created = datetime.now(timezone.utc) - timedelta( |
| 185 | + seconds=5 |
| 186 | + ) |
| 187 | + |
| 188 | + # Acquire the lock manually to simulate another thread holding it |
| 189 | + registry._refresh_lock.acquire() |
| 190 | + with patch.object( |
| 191 | + CachingRegistry, "refresh", wraps=registry.refresh |
| 192 | + ) as mock_refresh: |
| 193 | + registry._refresh_cached_registry_if_necessary() |
| 194 | + |
| 195 | + # Since the lock was already held, refresh should NOT be called |
| 196 | + mock_refresh.assert_not_called() |
| 197 | + registry._refresh_lock.release() |
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