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Swarm - Test: added test coverage in Doc2Vec #677

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Oct 22, 2024
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Swarm - Test: added test coverage in Doc2Vec #677

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8788a2f
Test: added test coverate in Doc2Vec
RafaelJohn9 Oct 22, 2024
d838893
swarm - Fix: fixed the test to have correct test
RafaelJohn9 Oct 22, 2024
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74 changes: 58 additions & 16 deletions pkgs/swarmauri/tests/unit/vector_stores/Doc2VecVectorStore_unit_test.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,29 +2,71 @@
from swarmauri.documents.concrete.Document import Document
from swarmauri.vector_stores.concrete.Doc2VecVectorStore import Doc2VecVectorStore


@pytest.mark.unit
def test_ubc_resource():
vs = Doc2VecVectorStore()
assert vs.resource == 'VectorStore'
assert vs.embedder.resource == 'Embedding'
vs = Doc2VecVectorStore()
assert vs.resource == "VectorStore"
assert vs.embedder.resource == "Embedding"


@pytest.mark.unit
def test_ubc_type():
vs = Doc2VecVectorStore()
assert vs.type == 'Doc2VecVectorStore'
vs = Doc2VecVectorStore()
assert vs.type == "Doc2VecVectorStore"


@pytest.mark.unit
def test_serialization():
vs = Doc2VecVectorStore()
assert vs.id == Doc2VecVectorStore.model_validate_json(vs.model_dump_json()).id
vs = Doc2VecVectorStore()
assert vs.id == Doc2VecVectorStore.model_validate_json(vs.model_dump_json()).id


@pytest.mark.unit
def test_top_k():
vs = Doc2VecVectorStore()
documents = [
Document(content="test"),
Document(content="test1"),
Document(content="test2"),
Document(content="test3"),
]

vs.add_documents(documents)
assert len(vs.retrieve(query="test", top_k=2)) == 2


@pytest.mark.unit
def test_adding_more_doc():
vs = Doc2VecVectorStore()
documents_batch_1 = [
Document(content="test"),
Document(content="test1"),
Document(content="test2"),
Document(content="test3"),
]
documents_batch_2 = [
Document(content="This is a test. Test number 4"),
Document(content="This is a test. Test number 5"),
Document(content="This is a test. Test number 6"),
Document(content="This is a test. Test number 7"),
]
doc_count = len(documents_batch_1) + len(documents_batch_2)

vs.add_documents(documents_batch_1)
vs.add_documents(documents_batch_2)
assert len(vs.retrieve(query="test", top_k=doc_count)) == doc_count


@pytest.mark.unit
def top_k_test():
vs = Doc2VecVectorStore()
documents = [Document(content="test"),
Document(content='test1'),
Document(content='test2'),
Document(content='test3')]

vs.add_documents(documents)
assert len(vs.retrieve(query='test', top_k=2)) == 2
def test_oov():
"""Test for Out Of Vocabulary (OOV) words"""
vs = Doc2VecVectorStore()
documents = [
Document(content="test"),
Document(content="test1"),
Document(content="test2"),
Document(content="test3"),
]
vs.add_documents(documents)
assert len(vs.retrieve(query="what is test 4", top_k=2)) == 2
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