Co-authored-by: -LAN- <laipz8200@outlook.com>
This commit is contained in:
@@ -29,54 +29,55 @@ class TestOpenSearchVector:
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self.example_doc_id = "example_doc_id"
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self.vector = OpenSearchVector(
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collection_name=self.collection_name,
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config=OpenSearchConfig(
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host='localhost',
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port=9200,
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user='admin',
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password='password',
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secure=False
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)
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config=OpenSearchConfig(host="localhost", port=9200, user="admin", password="password", secure=False),
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)
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self.vector._client = MagicMock()
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@pytest.mark.parametrize("search_response, expected_length, expected_doc_id", [
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({
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'hits': {
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'total': {'value': 1},
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'hits': [
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{'_source': {'page_content': get_example_text(), 'metadata': {"document_id": "example_doc_id"}}}
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]
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}
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}, 1, "example_doc_id"),
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({
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'hits': {
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'total': {'value': 0},
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'hits': []
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}
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}, 0, None)
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])
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@pytest.mark.parametrize(
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"search_response, expected_length, expected_doc_id",
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[
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(
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{
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"hits": {
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"total": {"value": 1},
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"hits": [
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{
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"_source": {
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"page_content": get_example_text(),
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"metadata": {"document_id": "example_doc_id"},
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}
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}
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],
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}
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},
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1,
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"example_doc_id",
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),
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({"hits": {"total": {"value": 0}, "hits": []}}, 0, None),
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],
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)
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def test_search_by_full_text(self, search_response, expected_length, expected_doc_id):
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self.vector._client.search.return_value = search_response
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hits_by_full_text = self.vector.search_by_full_text(query=get_example_text())
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assert len(hits_by_full_text) == expected_length
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if expected_length > 0:
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assert hits_by_full_text[0].metadata['document_id'] == expected_doc_id
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assert hits_by_full_text[0].metadata["document_id"] == expected_doc_id
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def test_search_by_vector(self):
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vector = [0.1] * 128
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mock_response = {
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'hits': {
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'total': {'value': 1},
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'hits': [
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"hits": {
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"total": {"value": 1},
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"hits": [
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{
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'_source': {
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"_source": {
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Field.CONTENT_KEY.value: get_example_text(),
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Field.METADATA_KEY.value: {"document_id": self.example_doc_id}
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Field.METADATA_KEY.value: {"document_id": self.example_doc_id},
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},
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'_score': 1.0
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"_score": 1.0,
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}
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]
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],
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}
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}
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self.vector._client.search.return_value = mock_response
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@@ -85,53 +86,45 @@ class TestOpenSearchVector:
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print("Hits by vector:", hits_by_vector)
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print("Expected document ID:", self.example_doc_id)
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print("Actual document ID:", hits_by_vector[0].metadata['document_id'] if hits_by_vector else "No hits")
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print("Actual document ID:", hits_by_vector[0].metadata["document_id"] if hits_by_vector else "No hits")
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assert len(hits_by_vector) > 0, f"Expected at least one hit, got {len(hits_by_vector)}"
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assert hits_by_vector[0].metadata['document_id'] == self.example_doc_id, \
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f"Expected document ID {self.example_doc_id}, got {hits_by_vector[0].metadata['document_id']}"
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assert (
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hits_by_vector[0].metadata["document_id"] == self.example_doc_id
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), f"Expected document ID {self.example_doc_id}, got {hits_by_vector[0].metadata['document_id']}"
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def test_get_ids_by_metadata_field(self):
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mock_response = {
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'hits': {
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'total': {'value': 1},
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'hits': [{'_id': 'mock_id'}]
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}
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}
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mock_response = {"hits": {"total": {"value": 1}, "hits": [{"_id": "mock_id"}]}}
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self.vector._client.search.return_value = mock_response
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doc = Document(page_content="Test content", metadata={"document_id": self.example_doc_id})
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embedding = [0.1] * 128
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with patch('opensearchpy.helpers.bulk') as mock_bulk:
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with patch("opensearchpy.helpers.bulk") as mock_bulk:
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mock_bulk.return_value = ([], [])
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self.vector.add_texts([doc], [embedding])
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ids = self.vector.get_ids_by_metadata_field(key='document_id', value=self.example_doc_id)
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ids = self.vector.get_ids_by_metadata_field(key="document_id", value=self.example_doc_id)
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assert len(ids) == 1
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assert ids[0] == 'mock_id'
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assert ids[0] == "mock_id"
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def test_add_texts(self):
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self.vector._client.index.return_value = {'result': 'created'}
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self.vector._client.index.return_value = {"result": "created"}
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doc = Document(page_content="Test content", metadata={"document_id": self.example_doc_id})
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embedding = [0.1] * 128
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with patch('opensearchpy.helpers.bulk') as mock_bulk:
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with patch("opensearchpy.helpers.bulk") as mock_bulk:
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mock_bulk.return_value = ([], [])
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self.vector.add_texts([doc], [embedding])
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mock_response = {
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'hits': {
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'total': {'value': 1},
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'hits': [{'_id': 'mock_id'}]
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}
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}
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mock_response = {"hits": {"total": {"value": 1}, "hits": [{"_id": "mock_id"}]}}
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self.vector._client.search.return_value = mock_response
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ids = self.vector.get_ids_by_metadata_field(key='document_id', value=self.example_doc_id)
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ids = self.vector.get_ids_by_metadata_field(key="document_id", value=self.example_doc_id)
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assert len(ids) == 1
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assert ids[0] == 'mock_id'
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assert ids[0] == "mock_id"
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@pytest.mark.usefixtures("setup_mock_redis")
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class TestOpenSearchVectorWithRedis:
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@@ -141,11 +134,11 @@ class TestOpenSearchVectorWithRedis:
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def test_search_by_full_text(self):
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self.tester.setup_method()
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search_response = {
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'hits': {
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'total': {'value': 1},
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'hits': [
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{'_source': {'page_content': get_example_text(), 'metadata': {"document_id": "example_doc_id"}}}
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]
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"hits": {
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"total": {"value": 1},
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"hits": [
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{"_source": {"page_content": get_example_text(), "metadata": {"document_id": "example_doc_id"}}}
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],
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}
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}
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expected_length = 1
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