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Question - Is the test case correct?

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#7 1 comment 0 reactions 0 assignees View on GitHub

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Assessment

Difficulty
3/5
Estimated time
1-2 days
Newbie friendliness
25/100
Issue type
Bug
Clarity
Needs clarification
Activity status
Stale
Tech stack
go
Domain
search

Research direction

Start with the TestGraph_AddSearch test and inspect the implementations of Graph.Search and Analyzer.Topography that determine the expected ordering and layer counts. Compare the test's expected nearest nodes with the search behavior, then document whether the test is correct and what the expected result should be.

Written by the indexing model from the issue text.

Description

question

Hey Team,
Is the following test case correct?

func TestGraph_AddSearch(t *testing.T) {
	t.Parallel()

	g := newTestGraph[int]()

	for i := 0; i < 128; i++ {
		g.Add(
			Node[int]{
				Key:   i,
				Value: Vector{float32(i)},
			},
		)
	}

	al := Analyzer[int]{Graph: g}

	// Layers should be approximately log2(128) = 7
	// Look for an approximate doubling of the number of nodes in each layer.
	require.Equal(t, []int{
		128,
		67,
		28,
		12,
		6,
		2,
		1,
		1,
	}, al.Topography())

	nearest := g.Search(
		[]float32{64.5},
		4,
	)

	require.Len(t, nearest, 4)
	require.EqualValues(
		t,
		[]Node[int]{
			{64, Vector{64}},
			{65, Vector{65}},
			{62, Vector{62}},
			{63, Vector{63}},
		},
		nearest,
	)
}

I think 66 is closer to 64.5 as compared to 62. Or am I missing something here?

Dominant language
Go
Stars
240
Forks
34
PR merge metrics
No merged PRs in 30d

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