langchain/libs/community/tests/integration_tests/graphs/test_kuzu.py

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import shutil
import tempfile
import unittest
community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) Moved the following modules to new package langchain-community in a backwards compatible fashion: ``` mv langchain/langchain/adapters community/langchain_community mv langchain/langchain/callbacks community/langchain_community/callbacks mv langchain/langchain/chat_loaders community/langchain_community mv langchain/langchain/chat_models community/langchain_community mv langchain/langchain/document_loaders community/langchain_community mv langchain/langchain/docstore community/langchain_community mv langchain/langchain/document_transformers community/langchain_community mv langchain/langchain/embeddings community/langchain_community mv langchain/langchain/graphs community/langchain_community mv langchain/langchain/llms community/langchain_community mv langchain/langchain/memory/chat_message_histories community/langchain_community mv langchain/langchain/retrievers community/langchain_community mv langchain/langchain/storage community/langchain_community mv langchain/langchain/tools community/langchain_community mv langchain/langchain/utilities community/langchain_community mv langchain/langchain/vectorstores community/langchain_community mv langchain/langchain/agents/agent_toolkits community/langchain_community mv langchain/langchain/cache.py community/langchain_community mv langchain/langchain/adapters community/langchain_community mv langchain/langchain/callbacks community/langchain_community/callbacks mv langchain/langchain/chat_loaders community/langchain_community mv langchain/langchain/chat_models community/langchain_community mv langchain/langchain/document_loaders community/langchain_community mv langchain/langchain/docstore community/langchain_community mv langchain/langchain/document_transformers community/langchain_community mv langchain/langchain/embeddings community/langchain_community mv langchain/langchain/graphs community/langchain_community mv langchain/langchain/llms community/langchain_community mv langchain/langchain/memory/chat_message_histories community/langchain_community mv langchain/langchain/retrievers community/langchain_community mv langchain/langchain/storage community/langchain_community mv langchain/langchain/tools community/langchain_community mv langchain/langchain/utilities community/langchain_community mv langchain/langchain/vectorstores community/langchain_community mv langchain/langchain/agents/agent_toolkits community/langchain_community mv langchain/langchain/cache.py community/langchain_community ``` Moved the following to core ``` mv langchain/langchain/utils/json_schema.py core/langchain_core/utils mv langchain/langchain/utils/html.py core/langchain_core/utils mv langchain/langchain/utils/strings.py core/langchain_core/utils cat langchain/langchain/utils/env.py >> core/langchain_core/utils/env.py rm langchain/langchain/utils/env.py ``` See .scripts/community_split/script_integrations.sh for all changes
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from langchain_community.graphs import KuzuGraph
EXPECTED_SCHEMA = """
Node properties: [{'properties': [('name', 'STRING')], 'label': 'Movie'}, {'properties': [('name', 'STRING'), ('birthDate', 'STRING')], 'label': 'Person'}]
Relationships properties: [{'properties': [], 'label': 'ActedIn'}]
Relationships: ['(:Person)-[:ActedIn]->(:Movie)']
""" # noqa: E501
class TestKuzu(unittest.TestCase):
def setUp(self) -> None:
try:
import kuzu
except ImportError as e:
raise ImportError(
"Cannot import Python package kuzu. Please install it by running "
"`pip install kuzu`."
) from e
self.tmpdir = tempfile.mkdtemp()
self.kuzu_database = kuzu.Database(self.tmpdir)
self.conn = kuzu.Connection(self.kuzu_database)
self.conn.execute("CREATE NODE TABLE Movie (name STRING, PRIMARY KEY(name))")
self.conn.execute("CREATE (:Movie {name: 'The Godfather'})")
self.conn.execute("CREATE (:Movie {name: 'The Godfather: Part II'})")
self.conn.execute(
"CREATE (:Movie {name: 'The Godfather Coda: The Death of Michael "
"Corleone'})"
)
self.kuzu_graph = KuzuGraph(self.kuzu_database)
def tearDown(self) -> None:
shutil.rmtree(self.tmpdir, ignore_errors=True)
def test_query(self) -> None:
result = self.kuzu_graph.query("MATCH (n:Movie) RETURN n.name ORDER BY n.name")
excepted_result = [
{"n.name": "The Godfather"},
{"n.name": "The Godfather Coda: The Death of Michael Corleone"},
{"n.name": "The Godfather: Part II"},
]
self.assertEqual(result, excepted_result)
def test_refresh_schema(self) -> None:
self.conn.execute(
"CREATE NODE TABLE Person (name STRING, birthDate STRING, PRIMARY "
"KEY(name))"
)
self.conn.execute("CREATE REL TABLE ActedIn (FROM Person TO Movie)")
self.kuzu_graph.refresh_schema()
schema = self.kuzu_graph.get_schema
self.assertEqual(schema, EXPECTED_SCHEMA)