dra_test.go 4.67 KB
Newer Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
/*
 * SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 * SPDX-License-Identifier: Apache-2.0
 */

package dra

import (
	"context"
	"strconv"
	"testing"

	"github.com/ai-dynamo/dynamo/deploy/operator/api/v1alpha1"
	commonconsts "github.com/ai-dynamo/dynamo/deploy/operator/internal/consts"
	"github.com/stretchr/testify/assert"
	"github.com/stretchr/testify/require"
	corev1 "k8s.io/api/core/v1"
	"k8s.io/apimachinery/pkg/api/resource"
	"k8s.io/apimachinery/pkg/util/intstr"
)

func basePodSpec() corev1.PodSpec {
	httpPort := intstr.FromString("system")
	return corev1.PodSpec{
		Containers: []corev1.Container{{
			Name:    "main",
			Image:   "test-image:latest",
			Command: []string{"python3", "-m", "dynamo.vllm"},
			Env: []corev1.EnvVar{
				{Name: "DYN_SYSTEM_PORT", Value: "9090"},
			},
			Ports: []corev1.ContainerPort{
				{Name: "system", ContainerPort: 9090, Protocol: corev1.ProtocolTCP},
			},
			StartupProbe: &corev1.Probe{
				ProbeHandler: corev1.ProbeHandler{
					HTTPGet: &corev1.HTTPGetAction{Path: "/health", Port: httpPort},
				},
			},
			Resources: corev1.ResourceRequirements{
				Limits: corev1.ResourceList{
					corev1.ResourceName(commonconsts.KubeResourceGPUNvidia): resource.MustParse("2"),
				},
			},
		}},
	}
}

func TestApplyClaim_EmptyContainers(t *testing.T) {
	ps := corev1.PodSpec{}
	err := ApplyClaim(&ps, "myapp-worker-gpu")
	require.Error(t, err)
	assert.Contains(t, err.Error(), "at least one container")
}

func TestApplyClaim_ReplacesGPUWithDRAClaim(t *testing.T) {
	ps := basePodSpec()
	err := ApplyClaim(&ps, "myapp-worker-gpu")
	require.NoError(t, err)

	main := ps.Containers[0]

	gpuResource := corev1.ResourceName(commonconsts.KubeResourceGPUNvidia)
	_, hasGPU := main.Resources.Limits[gpuResource]
	assert.False(t, hasGPU)

	require.Len(t, main.Resources.Claims, 1)
	assert.Equal(t, ClaimName, main.Resources.Claims[0].Name)

	require.Len(t, ps.ResourceClaims, 1)
	assert.Equal(t, ClaimName, ps.ResourceClaims[0].Name)
	assert.Equal(t, "myapp-worker-gpu", *ps.ResourceClaims[0].ResourceClaimTemplateName)

	var hasToleration bool
	for _, tol := range ps.Tolerations {
		if tol.Key == commonconsts.KubeResourceGPUNvidia && tol.Effect == corev1.TaintEffectNoSchedule {
			hasToleration = true
		}
	}
	assert.True(t, hasToleration)
	assert.Empty(t, ps.InitContainers)
}

func TestApplyClaim_AlwaysTargetsFirstContainer(t *testing.T) {
	ps := basePodSpec()
	ps.Containers = append(ps.Containers, corev1.Container{Name: "sidecar", Image: "sidecar:latest"})

	err := ApplyClaim(&ps, "myapp-worker-gpu")
	require.NoError(t, err)

	require.Len(t, ps.Containers[0].Resources.Claims, 1)
	assert.Equal(t, ClaimName, ps.Containers[0].Resources.Claims[0].Name)
	assert.Empty(t, ps.Containers[1].Resources.Claims)
}

func TestGenerateResourceClaimTemplate_Enabled(t *testing.T) {
	tmpl, toDelete, err := GenerateResourceClaimTemplate(context.Background(), nil, "myapp-worker-gpu", "default", 4, "")
	require.NoError(t, err)
	assert.False(t, toDelete)
	assert.Equal(t, "myapp-worker-gpu", tmpl.Name)
	require.Len(t, tmpl.Spec.Spec.Devices.Requests, 1)
	req := tmpl.Spec.Spec.Devices.Requests[0]
103
	assert.Equal(t, DefaultDeviceClassName, req.Exactly.DeviceClassName)
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
	assert.Equal(t, int64(4), req.Exactly.Count)
}

func TestGenerateResourceClaimTemplate_CustomDeviceClass(t *testing.T) {
	tmpl, _, err := GenerateResourceClaimTemplate(context.Background(), nil, "myapp-worker-gpu", "default", 2, "gpu.intel.com/xe")
	require.NoError(t, err)
	assert.Equal(t, "gpu.intel.com/xe", tmpl.Spec.Spec.Devices.Requests[0].Exactly.DeviceClassName)
}

func TestGenerateResourceClaimTemplate_DisabledReturnsDelete(t *testing.T) {
	tmpl, toDelete, err := GenerateResourceClaimTemplate(context.Background(), nil, "myapp-worker-gpu", "default", 0, "")
	require.NoError(t, err)
	assert.True(t, toDelete)
	assert.Equal(t, "myapp-worker-gpu", tmpl.Name)
}

func TestResourceClaimTemplateName(t *testing.T) {
	assert.Equal(t, "myapp-worker-gpu", ResourceClaimTemplateName("myapp", "Worker"))
	assert.Equal(t, "app-vllmdecodeworker-gpu", ResourceClaimTemplateName("app", "VllmDecodeWorker"))
}

func TestExtractGPUParams(t *testing.T) {
	count, dc := ExtractGPUParams(nil, nil)
	assert.Equal(t, 0, count)
	assert.Equal(t, "", dc)

	count, dc = ExtractGPUParams(
		&v1alpha1.GPUMemoryServiceSpec{Enabled: true},
		&v1alpha1.Resources{Limits: &v1alpha1.ResourceItem{GPU: strconv.Itoa(4)}},
	)
	assert.Equal(t, 4, count)
	assert.Equal(t, "", dc)

	count, dc = ExtractGPUParams(
		&v1alpha1.GPUMemoryServiceSpec{Enabled: true, DeviceClassName: "gpu.intel.com/xe"},
		&v1alpha1.Resources{Requests: &v1alpha1.ResourceItem{GPU: "2"}},
	)
	assert.Equal(t, 2, count)
	assert.Equal(t, "gpu.intel.com/xe", dc)
}