114 lines
3.3 KiB
Python
114 lines
3.3 KiB
Python
"""Tests for :class:`FakeVectorStore` and :class:`NullVectorStore`.
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The fake is the reference implementation of the BaseVectorStore
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contract — every behavior assertion here doubles as a contract test
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that any future backend must satisfy.
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"""
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from __future__ import annotations
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import pytest
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from decnet.vectorstore.fake import FakeVectorStore, NullVectorStore
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@pytest.mark.anyio
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async def test_fake_round_trip() -> None:
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s = FakeVectorStore()
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await s.initialize()
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await s.insert("ja3", "sess-1", [1.0, 0.0, 0.0])
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await s.insert("ja3", "sess-2", [0.9, 0.1, 0.0])
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await s.insert("ja3", "sess-3", [0.0, 1.0, 0.0])
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rec = await s.get("ja3", "sess-1")
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assert rec is not None
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assert rec.kind == "ja3"
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assert rec.id == "sess-1"
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assert rec.dim == 3
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assert tuple(rec.vector) == (1.0, 0.0, 0.0)
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@pytest.mark.anyio
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async def test_fake_knn_orders_by_distance() -> None:
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s = FakeVectorStore()
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await s.initialize()
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await s.insert("ja3", "near", [1.0, 0.0])
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await s.insert("ja3", "far", [0.0, 1.0])
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await s.insert("ja3", "exact", [0.99, 0.01])
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n = await s.knn("ja3", [1.0, 0.0], k=3)
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assert [x.id for x in n] == ["near", "exact", "far"]
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assert n[0].distance == 0.0
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assert n[2].distance > n[1].distance
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@pytest.mark.anyio
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async def test_fake_knn_unknown_kind_returns_empty() -> None:
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s = FakeVectorStore()
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await s.initialize()
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assert await s.knn("never_seen", [0.1, 0.2]) == []
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@pytest.mark.anyio
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async def test_fake_dim_mismatch_raises() -> None:
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s = FakeVectorStore()
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await s.initialize()
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await s.insert("hassh", "a", [1.0, 2.0, 3.0])
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with pytest.raises(ValueError, match="dim mismatch"):
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await s.insert("hassh", "b", [1.0, 2.0])
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@pytest.mark.anyio
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async def test_fake_knn_query_dim_mismatch_raises() -> None:
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s = FakeVectorStore()
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await s.initialize()
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await s.insert("kd", "a", [0.1, 0.2, 0.3])
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with pytest.raises(ValueError):
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await s.knn("kd", [0.1, 0.2])
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@pytest.mark.anyio
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async def test_fake_replace_existing_id() -> None:
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s = FakeVectorStore()
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await s.initialize()
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await s.insert("k", "id1", [1.0, 0.0])
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await s.insert("k", "id1", [0.0, 1.0])
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rec = await s.get("k", "id1")
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assert tuple(rec.vector) == (0.0, 1.0)
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@pytest.mark.anyio
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async def test_fake_delete() -> None:
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s = FakeVectorStore()
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await s.initialize()
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await s.insert("k", "id1", [1.0])
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assert await s.delete("k", "id1") is True
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assert await s.delete("k", "id1") is False
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assert await s.get("k", "id1") is None
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@pytest.mark.anyio
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async def test_fake_health_reports_counts() -> None:
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s = FakeVectorStore()
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await s.initialize()
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h = await s.health()
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assert h == {"ok": True, "backend": "fake", "kinds": 0, "vectors": 0}
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await s.insert("a", "1", [1.0])
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await s.insert("a", "2", [2.0])
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await s.insert("b", "1", [3.0, 4.0])
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h = await s.health()
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assert h["kinds"] == 2
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assert h["vectors"] == 3
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@pytest.mark.anyio
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async def test_null_store_is_inert() -> None:
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s = NullVectorStore()
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await s.initialize()
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await s.insert("k", "id", [1.0, 2.0]) # no-op
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assert await s.get("k", "id") is None
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assert await s.knn("k", [1.0, 2.0]) == []
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assert await s.delete("k", "id") is False
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h = await s.health()
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assert h["backend"] == "null"
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await s.close()
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