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18 | 18 | import pytest
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19 | 19 | from neo4j_graphrag.experimental.components.resolver import (
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20 | 20 | SinglePropertyExactMatchResolver,
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| 21 | + SpaCySemanticMatchResolver, |
21 | 22 | )
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22 | 23 | from neo4j_graphrag.experimental.components.types import ResolutionStats
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23 | 24 |
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@@ -57,3 +58,112 @@ async def test_simple_resolver_custom_filter(driver: MagicMock) -> None:
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57 | 58 | )
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58 | 59 | ]
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59 | 60 | )
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| 61 | + |
| 62 | + |
| 63 | +@pytest.mark.asyncio |
| 64 | +async def test_spacy_resolver_match_on_name_property(driver: MagicMock) -> None: |
| 65 | + driver.execute_query.side_effect = [ |
| 66 | + ( |
| 67 | + [ |
| 68 | + neo4j.Record( |
| 69 | + { |
| 70 | + "lab": "Person", |
| 71 | + "labelCluster": [ |
| 72 | + {"id": 1, "name": "Alice"}, |
| 73 | + {"id": 2, "name": "Alice"} |
| 74 | + ], |
| 75 | + } |
| 76 | + ) |
| 77 | + ], |
| 78 | + None, |
| 79 | + None, |
| 80 | + ), |
| 81 | + ( |
| 82 | + [neo4j.Record({"id(node)": 1})], |
| 83 | + None, |
| 84 | + None, |
| 85 | + ), |
| 86 | + ] |
| 87 | + |
| 88 | + resolver = SpaCySemanticMatchResolver(driver=driver) |
| 89 | + |
| 90 | + res = await resolver.run() |
| 91 | + assert isinstance(res, ResolutionStats) |
| 92 | + assert res.number_of_nodes_to_resolve == 2 |
| 93 | + assert res.number_of_created_nodes == 1 |
| 94 | + |
| 95 | + assert driver.execute_query.call_count == 2 |
| 96 | + |
| 97 | +@pytest.mark.asyncio |
| 98 | +async def test_spacy_resolver_no_merge(driver: MagicMock) -> None: |
| 99 | + driver.execute_query.side_effect = [ |
| 100 | + ( |
| 101 | + [ |
| 102 | + neo4j.Record( |
| 103 | + { |
| 104 | + "lab": "Person", |
| 105 | + "labelCluster": [ |
| 106 | + {"id": 1, "name": "Alice"}, |
| 107 | + {"id": 2, "name": "Bob"} |
| 108 | + ], |
| 109 | + } |
| 110 | + ) |
| 111 | + ], |
| 112 | + None, |
| 113 | + None, |
| 114 | + ), |
| 115 | + ] |
| 116 | + |
| 117 | + resolver = SpaCySemanticMatchResolver(driver=driver) |
| 118 | + |
| 119 | + res = await resolver.run() |
| 120 | + assert res.number_of_nodes_to_resolve == 2 |
| 121 | + assert res.number_of_created_nodes == 0 |
| 122 | + |
| 123 | + assert driver.execute_query.call_count == 1 |
| 124 | + |
| 125 | +@pytest.mark.asyncio |
| 126 | +async def test_spacy_resolver_match_on_multiple_text_properties( |
| 127 | + driver: MagicMock |
| 128 | +) -> None: |
| 129 | + driver.execute_query.side_effect = [ |
| 130 | + ( |
| 131 | + [ |
| 132 | + neo4j.Record( |
| 133 | + { |
| 134 | + "lab": "Person", |
| 135 | + "labelCluster": [ |
| 136 | + { |
| 137 | + "id": 10, |
| 138 | + "name": "John Smith", |
| 139 | + "ssn": "23-45-6789" |
| 140 | + }, |
| 141 | + { |
| 142 | + "id": 11, |
| 143 | + "name": "Jonathan Smith", |
| 144 | + "ssn": "23-45-6789" |
| 145 | + } |
| 146 | + ], |
| 147 | + } |
| 148 | + ) |
| 149 | + ], |
| 150 | + None, |
| 151 | + None, |
| 152 | + ), |
| 153 | + ( |
| 154 | + [neo4j.Record({"id(node)": 10})], |
| 155 | + None, |
| 156 | + None, |
| 157 | + ), |
| 158 | + ] |
| 159 | + |
| 160 | + resolver = SpaCySemanticMatchResolver( |
| 161 | + driver=driver, |
| 162 | + resolve_properties=["name", "ssn"] |
| 163 | + ) |
| 164 | + res = await resolver.run() |
| 165 | + assert isinstance(res, ResolutionStats) |
| 166 | + assert res.number_of_nodes_to_resolve == 2 |
| 167 | + assert res.number_of_created_nodes == 1 |
| 168 | + |
| 169 | + assert driver.execute_query.call_count == 2 |
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