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test_schema_e2e.py
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# Copyright (c) "Neo4j"
# Neo4j Sweden AB [https://neo4j.com]
# #
# 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.
import pytest
from neo4j_genai.schema import (
query_database,
NODE_PROPERTIES_QUERY,
BASE_ENTITY_LABEL,
EXCLUDED_LABELS,
EXCLUDED_RELS,
REL_PROPERTIES_QUERY,
REL_QUERY,
)
@pytest.mark.usefixtures("setup_neo4j_for_schema_query")
def test_cypher_returns_correct_node_properties(driver):
node_properties = query_database(
driver, NODE_PROPERTIES_QUERY, params={"EXCLUDED_LABELS": [BASE_ENTITY_LABEL]}
)
expected_node_properties = [
{
"output": {
"properties": [{"property": "property_a", "type": "STRING"}],
"labels": "LabelA",
}
}
]
assert node_properties == expected_node_properties
@pytest.mark.usefixtures("setup_neo4j_for_schema_query")
def test_cypher_returns_correct_relationship_properties(driver):
relationships_properties = query_database(
driver, REL_PROPERTIES_QUERY, params={"EXCLUDED_LABELS": [BASE_ENTITY_LABEL]}
)
expected_relationships_properties = [
{
"output": {
"type": "REL_TYPE",
"properties": [{"property": "rel_prop", "type": "STRING"}],
}
}
]
assert relationships_properties == expected_relationships_properties
@pytest.mark.usefixtures("setup_neo4j_for_schema_query")
def test_cypher_returns_correct_relationships(driver):
relationships = query_database(
driver, REL_QUERY, params={"EXCLUDED_LABELS": [BASE_ENTITY_LABEL]}
)
expected_relationships = [
{"output": {"start": "LabelA", "type": "REL_TYPE", "end": "LabelB"}},
{"output": {"start": "LabelA", "type": "REL_TYPE", "end": "LabelC"}},
]
assert (
sorted(relationships, key=lambda x: x["output"]["end"])
== expected_relationships
)
@pytest.mark.usefixtures("setup_neo4j_for_schema_query_with_excluded_labels")
def test_filtering_labels_node_properties(driver):
node_properties = [
data["output"]
for data in query_database(
driver,
NODE_PROPERTIES_QUERY,
params={"EXCLUDED_LABELS": EXCLUDED_LABELS},
)
]
assert node_properties == []
@pytest.mark.usefixtures("setup_neo4j_for_schema_query_with_excluded_labels")
def test_filtering_labels_relationship_properties(driver):
relationship_properties = [
data["output"]
for data in query_database(
driver, REL_PROPERTIES_QUERY, params={"EXCLUDED_LABELS": EXCLUDED_RELS}
)
]
assert relationship_properties == []
@pytest.mark.usefixtures("setup_neo4j_for_schema_query_with_excluded_labels")
def test_filtering_labels_relationships(driver):
relationships = [
data["output"]
for data in query_database(
driver,
REL_QUERY,
params={"EXCLUDED_LABELS": EXCLUDED_LABELS + [BASE_ENTITY_LABEL]},
)
]
assert relationships == []