"tasks/msdp/metrics.py" did not exist on "1dacc3186f4d2c5b2862fe577d3c7e73588bb376"
cache_test.go 10 KB
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package ollamarunner
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import (
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	"image"
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	"testing"
	"time"
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	"github.com/ollama/ollama/model/input"
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)

func TestCountCommon(t *testing.T) {
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	imgA := image.NewRGBA(image.Rect(0, 0, 100, 100))
	imgB := image.NewRGBA(image.Rect(0, 0, 50, 50))
	imgC := image.NewRGBA(image.Rect(50, 50, 100, 100))

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	tests := []struct {
		name     string
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		t1       []input.Input
		t2       []input.Input
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		expected int32
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	}{
		{
			name:     "Equal",
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			t1:       []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
			t2:       []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
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			expected: 3,
		},
		{
			name:     "Prefix",
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			t1:       []input.Input{{Token: 1}},
			t2:       []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
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			expected: 1,
		},
		{
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			name:     "Image Prefix",
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			t1:       []input.Input{{Multimodal: imgA, MultimodalHash: 1}},
			t2:       []input.Input{{Multimodal: imgA, MultimodalHash: 1}, {Multimodal: imgB, MultimodalHash: 2}, {Multimodal: imgC, MultimodalHash: 3}},
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			expected: 1,
		},
		{
			name:     "Mixed",
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			t1:       []input.Input{{Token: 1}, {Multimodal: imgA, MultimodalHash: 1}},
			t2:       []input.Input{{Token: 1}, {Multimodal: imgA, MultimodalHash: 1}, {Token: 5}},
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			expected: 2,
		},
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		{
			name:     "Mixed, Same Length",
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			t1:       []input.Input{{Token: 1}, {Multimodal: imgA, MultimodalHash: 1}},
			t2:       []input.Input{{Token: 1}, {Multimodal: imgB, MultimodalHash: 2}},
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			expected: 1,
		},
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		{
			name:     "Empty",
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			t1:       []input.Input{},
			t2:       []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
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			expected: 0,
		},
		{
			name:     "Both Empty",
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			t1:       []input.Input{},
			t2:       []input.Input{},
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			expected: 0,
		},
	}

	for _, tt := range tests {
		t.Run(tt.name, func(t *testing.T) {
			result := countCommonPrefix(tt.t1, tt.t2)
			if result != tt.expected {
				t.Errorf("countCommonPrefix(%v, %v): have %v; want %v", tt.t1, tt.t2, result, tt.expected)
			}
		})
	}
}

func TestFindCacheSlot(t *testing.T) {
	type expected struct {
		result int
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		len    int32
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	}

	tests := []struct {
		name    string
		cache   InputCache
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		prompt  []input.Input
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		longest expected
		best    expected
	}{
		{
			name: "Empty",
			cache: InputCache{slots: []InputCacheSlot{
				{
					Id:       0,
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					Inputs:   []input.Input{},
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					InUse:    false,
					lastUsed: time.Time{},
				},
				{
					Id:       1,
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					Inputs:   []input.Input{},
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					InUse:    false,
					lastUsed: time.Time{},
				},
			}},
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			prompt:  []input.Input{{Token: 1}},
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			longest: expected{result: 0, len: 0},
			best:    expected{result: 0, len: 0},
		},
		{
			name: "Extend",
			cache: InputCache{slots: []InputCacheSlot{
				{
					Id:       0,
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					Inputs:   []input.Input{{Token: 1}},
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					InUse:    false,
					lastUsed: time.Now().Add(-time.Second),
				},
				{
					Id:       1,
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					Inputs:   []input.Input{{Token: 1}, {Token: 2}},
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					InUse:    false,
					lastUsed: time.Now().Add(-2 * time.Second),
				},
			}},
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			prompt:  []input.Input{{Token: 1}, {Token: 2}},
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			longest: expected{result: 1, len: 2},
			best:    expected{result: 1, len: 2},
		},
		{
			name: "New",
			cache: InputCache{slots: []InputCacheSlot{
				{
					Id:       0,
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					Inputs:   []input.Input{{Token: 1}, {Token: 2}},
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					InUse:    false,
					lastUsed: time.Now().Add(-time.Second),
				},
				{
					Id:       1,
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					Inputs:   []input.Input{},
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					InUse:    false,
					lastUsed: time.Time{},
				},
			}},
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			prompt:  []input.Input{{Token: 2}},
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			longest: expected{result: 0, len: 0},
			best:    expected{result: 1, len: 0},
		},
		{
			name: "Fork",
			cache: InputCache{
				slots: []InputCacheSlot{
					{
						Id:       0,
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						Inputs:   []input.Input{{Token: 1}, {Token: 2}},
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						InUse:    false,
						lastUsed: time.Now().Add(-time.Second),
					},
					{
						Id:       1,
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						Inputs:   []input.Input{},
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						InUse:    false,
						lastUsed: time.Time{},
					},
				},
			},
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			prompt:  []input.Input{{Token: 1}},
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			longest: expected{result: 0, len: 1},
			best:    expected{result: 1, len: 1},
		},
		{
			name: "Evict",
			cache: InputCache{slots: []InputCacheSlot{
				{
					Id:       0,
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					Inputs:   []input.Input{{Token: 1}},
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					InUse:    false,
					lastUsed: time.Now().Add(-time.Second),
				},
				{
					Id:       1,
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					Inputs:   []input.Input{{Token: 1}, {Token: 2}},
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					InUse:    false,
					lastUsed: time.Now().Add(-2 * time.Second),
				},
			}},
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			prompt:  []input.Input{{Token: 2}, {Token: 3}},
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			longest: expected{result: 0, len: 0},
			best:    expected{result: 1, len: 0},
		},
		{
			name: "In use",
			cache: InputCache{slots: []InputCacheSlot{
				{
					Id:       0,
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					Inputs:   []input.Input{{Token: 1}, {Token: 2}},
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					InUse:    true,
					lastUsed: time.Now().Add(-time.Second),
				},
				{
					Id:       1,
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					Inputs:   []input.Input{{Token: 1}},
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					InUse:    false,
					lastUsed: time.Now().Add(-2 * time.Second),
				},
			}},
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			prompt:  []input.Input{{Token: 1}, {Token: 2}},
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			longest: expected{result: 1, len: 1},
			best:    expected{result: 1, len: 2},
		},
	}

	for _, tt := range tests {
		t.Run("Longest-"+tt.name, func(t *testing.T) {
			result, resultLen, err := tt.cache.findLongestCacheSlot(tt.prompt)
			if err != nil {
				t.Errorf("findLongestCacheSlot: err %v", err)
			} else if result.Id != tt.longest.result || resultLen != tt.longest.len {
				t.Errorf("findLongestCacheSlot: slot have %v, want %v len have %v, want %v",
					result.Id, tt.longest.result, resultLen, tt.longest.len)
			}
		})
	}

	for _, tt := range tests {
		t.Run("Best-"+tt.name, func(t *testing.T) {
			result, resultLen, err := tt.cache.findBestCacheSlot(tt.prompt)
			if err != nil {
				t.Errorf("findBestCacheSlot: err %v", err)
			} else if result.Id != tt.best.result || resultLen != tt.best.len {
				t.Errorf("findBestCacheSlot: slot have %v, want %v len have %v, want %v",
					result.Id, tt.best.result, resultLen, tt.best.len)
			}
		})
	}
}
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func TestShiftDiscard(t *testing.T) {
	tests := []struct {
		name     string
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		numCtx   int32
		numKeep  int32
		inputLen int32
		expected int32
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	}{
		{
			name:     "Shift",
			numCtx:   2048,
			numKeep:  5,
			inputLen: 2048,
			expected: 1021,
		},
		{
			name:     "Max Keep",
			numCtx:   2048,
			numKeep:  2047,
			inputLen: 2048,
			expected: 1,
		},
		{
			name:     "No Keep",
			numCtx:   2048,
			numKeep:  0,
			inputLen: 2048,
			expected: 1024,
		},
		{
			name:     "Truncate",
			numCtx:   2048,
			numKeep:  5,
			inputLen: 5000,
			expected: 3973,
		},
		{
			name:     "Truncate Keep",
			numCtx:   2048,
			numKeep:  2047,
			inputLen: 5000,
			expected: 2953,
		},
		{
			name:     "No Op",
			numCtx:   2048,
			numKeep:  5,
			inputLen: 512,
			expected: 0,
		},
	}

	for _, tt := range tests {
		t.Run(tt.name, func(t *testing.T) {
			c := InputCache{numCtx: tt.numCtx}
			result := c.ShiftDiscard(tt.inputLen, tt.numKeep)
			if result != tt.expected {
				t.Errorf("shiftDiscard(ctx: %v, keep: %v input: %v): have %v; want %v", tt.numCtx, tt.numKeep, tt.inputLen, result, tt.expected)
			}
		})
	}
}
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func TestLoadCacheSlot(t *testing.T) {
	tests := []struct {
		name           string
		cache          InputCache
		prompt         []input.Input
		wantErr        bool
		expectedSlotId int
		expectedPrompt int // expected length of remaining prompt
	}{
		{
			name: "Basic cache hit - single user",
			cache: InputCache{
				multiUserCache: false,
				slots: []InputCacheSlot{
					{
						Id:       0,
						Inputs:   []input.Input{{Token: 1}, {Token: 2}},
						InUse:    false,
						lastUsed: time.Now().Add(-time.Second),
					},
					{
						Id:       1,
						Inputs:   []input.Input{},
						InUse:    false,
						lastUsed: time.Now().Add(-2 * time.Second),
					},
				},
			},
			prompt:         []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
			wantErr:        false,
			expectedSlotId: 0,
			expectedPrompt: 1, // Only token 3 remains
		},
		{
			name: "Basic cache hit - multi user",
			cache: InputCache{
				multiUserCache: true,
				slots: []InputCacheSlot{
					{
						Id:       0,
						Inputs:   []input.Input{{Token: 1}, {Token: 2}},
						InUse:    false,
						lastUsed: time.Now().Add(-time.Second),
					},
					{
						Id:       1,
						Inputs:   []input.Input{},
						InUse:    false,
						lastUsed: time.Now().Add(-2 * time.Second),
					},
				},
			},
			prompt:         []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
			wantErr:        false,
			expectedSlotId: 0,
			expectedPrompt: 1, // Only token 3 remains
		},
		{
			name: "Exact match - leave one input",
			cache: InputCache{
				multiUserCache: false,
				slots: []InputCacheSlot{
					{
						Id:       0,
						Inputs:   []input.Input{{Token: 1}, {Token: 2}},
						InUse:    false,
						lastUsed: time.Now().Add(-time.Second),
					},
				},
			},
			prompt:         []input.Input{{Token: 1}, {Token: 2}},
			wantErr:        false,
			expectedSlotId: 0,
			expectedPrompt: 1, // Should leave 1 token for sampling
		},
		{
			name: "No available slots",
			cache: InputCache{
				multiUserCache: false,
				slots: []InputCacheSlot{
					{
						Id:       0,
						Inputs:   []input.Input{{Token: 1}, {Token: 2}},
						InUse:    true,
						lastUsed: time.Now().Add(-time.Second),
					},
				},
			},
			prompt:         []input.Input{{Token: 1}, {Token: 2}, {Token: 3}},
			wantErr:        true,
			expectedSlotId: -1,
			expectedPrompt: -1,
		},
	}

	for _, tt := range tests {
		t.Run(tt.name, func(t *testing.T) {
			slot, remainingPrompt, err := tt.cache.LoadCacheSlot(tt.prompt)

			// Check error state
			if (err != nil) != tt.wantErr {
				t.Errorf("LoadCacheSlot() error = %v, wantErr %v", err, tt.wantErr)
				return
			}

			if tt.wantErr {
				return // Skip further checks if we expected an error
			}

			// Verify slot ID
			if slot.Id != tt.expectedSlotId {
				t.Errorf("LoadCacheSlot() slot ID = %v, expected %v", slot.Id, tt.expectedSlotId)
			}

			// Verify slot is now marked in use
			if !slot.InUse {
				t.Errorf("LoadCacheSlot() slot not marked InUse")
			}

			// Verify remaining prompt length
			if len(remainingPrompt) != tt.expectedPrompt {
				t.Errorf("LoadCacheSlot() remaining prompt length = %v, expected %v",
					len(remainingPrompt), tt.expectedPrompt)
			}
		})
	}
}