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	rm makeNodeWithExtendedResource method in noderesources unit test && doc: update least_allocated strategy detail doc
This commit is contained in:
		@@ -149,7 +149,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Memory Fraction: 0 / 10000 = 0%
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			// Node2 Score: (1-0) * MaxNodeScore = MaxNodeScore
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			pod:          &v1.Pod{Spec: noResources},
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			nodes:        []*v1.Node{makeNode("machine1", 4000, 10000), makeNode("machine2", 4000, 10000)},
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			nodes:        []*v1.Node{makeNode("machine1", 4000, 10000, nil), makeNode("machine2", 4000, 10000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: framework.MaxNodeScore}, {Name: "machine2", Score: framework.MaxNodeScore}},
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			name:         "nothing scheduled, nothing requested",
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			args:         config.NodeResourcesBalancedAllocationArgs{Resources: defaultResourceBalancedAllocationSet},
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@@ -166,7 +166,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: 0
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			// Node2 Score: (1-0) * MaxNodeScore = MaxNodeScore
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			pod:          &v1.Pod{Spec: cpuAndMemory},
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			nodes:        []*v1.Node{makeNode("machine1", 4000, 10000), makeNode("machine2", 6000, 10000)},
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			nodes:        []*v1.Node{makeNode("machine1", 4000, 10000, nil), makeNode("machine2", 6000, 10000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 87}, {Name: "machine2", Score: framework.MaxNodeScore}},
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			name:         "nothing scheduled, resources requested, differently sized machines",
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			args:         config.NodeResourcesBalancedAllocationArgs{Resources: defaultResourceBalancedAllocationSet},
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@@ -183,7 +183,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: 0
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			// Node2 Score: (1-0) * MaxNodeScore = MaxNodeScore
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			pod:          &v1.Pod{Spec: noResources},
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			nodes:        []*v1.Node{makeNode("machine1", 4000, 10000), makeNode("machine2", 4000, 10000)},
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			nodes:        []*v1.Node{makeNode("machine1", 4000, 10000, nil), makeNode("machine2", 4000, 10000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: framework.MaxNodeScore}, {Name: "machine2", Score: framework.MaxNodeScore}},
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			name:         "no resources requested, pods without container scheduled",
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			pods: []*v1.Pod{
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@@ -206,7 +206,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: (0 - 0) / 2 = 0
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			// Node2 Score: (1 - 0)*MaxNodeScore = 100
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			pod:          &v1.Pod{Spec: nonZeroContainer},
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			nodes:        []*v1.Node{makeNode("machine1", 250, 1000*1024*1024), makeNode("machine2", 250, 1000*1024*1024)},
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			nodes:        []*v1.Node{makeNode("machine1", 250, 1000*1024*1024, nil), makeNode("machine2", 250, 1000*1024*1024, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 100}, {Name: "machine2", Score: 100}},
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			name:         "no resources requested, pods with container scheduled",
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			pods: []*v1.Pod{
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@@ -227,7 +227,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: (0.6 - 0.25) / 2 = 0.175
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			// Node2 Score: (1 - 0.175)*MaxNodeScore = 82
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			pod:          &v1.Pod{Spec: noResources},
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			nodes:        []*v1.Node{makeNode("machine1", 10000, 20000), makeNode("machine2", 10000, 20000)},
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			nodes:        []*v1.Node{makeNode("machine1", 10000, 20000, nil), makeNode("machine2", 10000, 20000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 70}, {Name: "machine2", Score: 82}},
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			name:         "no resources requested, pods scheduled with resources",
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			pods: []*v1.Pod{
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@@ -250,7 +250,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: (0.6 - 0.5) / 2 = 0.05
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			// Node2 Score: (1 - 0.05)*MaxNodeScore = 95
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			pod:          &v1.Pod{Spec: cpuAndMemory},
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			nodes:        []*v1.Node{makeNode("machine1", 10000, 20000), makeNode("machine2", 10000, 20000)},
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			nodes:        []*v1.Node{makeNode("machine1", 10000, 20000, nil), makeNode("machine2", 10000, 20000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 82}, {Name: "machine2", Score: 95}},
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			name:         "resources requested, pods scheduled with resources",
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			pods: []*v1.Pod{
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@@ -271,7 +271,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: (0.6 - 0.2) / 2 = 0.2
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			// Node2 Score: (1 - 0.2)*MaxNodeScore = 80
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			pod:          &v1.Pod{Spec: cpuAndMemory},
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			nodes:        []*v1.Node{makeNode("machine1", 10000, 20000), makeNode("machine2", 10000, 50000)},
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			nodes:        []*v1.Node{makeNode("machine1", 10000, 20000, nil), makeNode("machine2", 10000, 50000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 82}, {Name: "machine2", Score: 80}},
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			name:         "resources requested, pods scheduled with resources, differently sized machines",
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			pods: []*v1.Pod{
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@@ -293,7 +293,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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			// Node2 std: (1 - 0.5) / 2 = 0.25
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			// Node2 Score: (1 - 0.25)*MaxNodeScore = 75
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			pod:          &v1.Pod{Spec: cpuOnly},
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			nodes:        []*v1.Node{makeNode("machine1", 6000, 10000), makeNode("machine2", 6000, 10000)},
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			nodes:        []*v1.Node{makeNode("machine1", 6000, 10000, nil), makeNode("machine2", 6000, 10000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 50}, {Name: "machine2", Score: 75}},
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			name:         "requested resources at node capacity",
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			pods: []*v1.Pod{
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@@ -304,7 +304,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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		},
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		{
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			pod:          &v1.Pod{Spec: noResources},
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			nodes:        []*v1.Node{makeNode("machine1", 0, 0), makeNode("machine2", 0, 0)},
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			nodes:        []*v1.Node{makeNode("machine1", 0, 0, nil), makeNode("machine2", 0, 0, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 100}, {Name: "machine2", Score: 100}},
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			name:         "zero node resources, pods scheduled with resources",
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			pods: []*v1.Pod{
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@@ -340,7 +340,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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					},
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				},
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			},
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			nodes:        []*v1.Node{makeNodeWithExtendedResource("machine1", 3500, 40000, scalarResource), makeNodeWithExtendedResource("machine2", 3500, 40000, scalarResource)},
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			nodes:        []*v1.Node{makeNode("machine1", 3500, 40000, scalarResource), makeNode("machine2", 3500, 40000, scalarResource)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 70}, {Name: "machine2", Score: 65}},
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			name:         "include scalar resource on a node for balanced resource allocation",
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			pods: []*v1.Pod{
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@@ -358,7 +358,7 @@ func TestNodeResourcesBalancedAllocation(t *testing.T) {
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		// Node2: std = 0, score = 100
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		{
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			pod:          &v1.Pod{Spec: v1.PodSpec{Containers: []v1.Container{{}}}},
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			nodes:        []*v1.Node{makeNodeWithExtendedResource("machine1", 3500, 40000, scalarResource), makeNode("machine2", 3500, 40000)},
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			nodes:        []*v1.Node{makeNode("machine1", 3500, 40000, scalarResource), makeNode("machine2", 3500, 40000, nil)},
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			expectedList: []framework.NodeScore{{Name: "machine1", Score: 100}, {Name: "machine2", Score: 100}},
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			name:         "node without the scalar resource results to a higher score",
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			pods: []*v1.Pod{
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@@ -21,11 +21,11 @@ import (
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)
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// leastResourceScorer favors nodes with fewer requested resources.
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// It calculates the percentage of memory and CPU requested by pods scheduled on the node, and
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// It calculates the percentage of memory, CPU and other resources requested by pods scheduled on the node, and
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// prioritizes based on the minimum of the average of the fraction of requested to capacity.
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//
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// Details:
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// (cpu((capacity-sum(requested))*MaxNodeScore/capacity) + memory((capacity-sum(requested))*MaxNodeScore/capacity))/weightSum
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// (cpu((capacity-requested)*MaxNodeScore*cpuWeight/capacity) + memory((capacity-requested)*MaxNodeScore*memoryWeight/capacity) + ...)/weightSum
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func leastResourceScorer(resToWeightMap resourceToWeightMap) func(resourceToValueMap, resourceToValueMap) int64 {
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	return func(requested, allocable resourceToValueMap) int64 {
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		var nodeScore, weightSum int64
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@@ -255,7 +255,7 @@ func TestResourceBinPackingSingleExtended(t *testing.T) {
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		{
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			//  Node1 Score = Node2 Score = 0 as the incoming Pod doesn't request extended resource.
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			pod:            st.MakePod().Obj(),
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResource2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResource2), makeNode("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 0}, {Name: "machine2", Score: 0}},
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			name:           "nothing scheduled, nothing requested",
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		},
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@@ -272,7 +272,7 @@ func TestResourceBinPackingSingleExtended(t *testing.T) {
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			//  = 2/4 * maxUtilization = 50 = rawScoringFunction(50)
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			// Node2 Score: 5
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			pod:            &v1.Pod{Spec: extendedResourcePod1},
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResource2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResource2), makeNode("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 2}, {Name: "machine2", Score: 5}},
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			name:           "resources requested, pods scheduled with less resources",
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			pods: []*v1.Pod{
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@@ -292,7 +292,7 @@ func TestResourceBinPackingSingleExtended(t *testing.T) {
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			//  = 4/4 * maxUtilization = maxUtilization = rawScoringFunction(maxUtilization)
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			// Node2 Score: 10
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			pod:            &v1.Pod{Spec: extendedResourcePod1},
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResource2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResource2), makeNode("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 2}, {Name: "machine2", Score: 10}},
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			name:           "resources requested, pods scheduled with resources, on node with existing pod running ",
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			pods: []*v1.Pod{
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@@ -312,7 +312,7 @@ func TestResourceBinPackingSingleExtended(t *testing.T) {
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			//  = 4/4 * maxUtilization = maxUtilization = rawScoringFunction(maxUtilization)
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			// Node2 Score: 10
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			pod:            &v1.Pod{Spec: extendedResourcePod2},
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResource2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResource2), makeNode("machine2", 4000, 10000*1024*1024, extendedResource1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 5}, {Name: "machine2", Score: 10}},
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			name:           "resources requested, pods scheduled with more resources",
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			pods: []*v1.Pod{
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@@ -436,7 +436,7 @@ func TestResourceBinPackingMultipleExtended(t *testing.T) {
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			// Node2 Score: (0 * 3) + (0 * 5) / 8 = 0
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			pod:            st.MakePod().Obj(),
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResources2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResources2), makeNode("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 0}, {Name: "machine2", Score: 0}},
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			name:           "nothing scheduled, nothing requested",
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		},
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@@ -470,7 +470,7 @@ func TestResourceBinPackingMultipleExtended(t *testing.T) {
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			// Node2 Score: (5 * 3) + (2 * 5) / 8 = 3
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			pod:            &v1.Pod{Spec: extnededResourcePod1},
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResources2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResources2), makeNode("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 4}, {Name: "machine2", Score: 3}},
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			name:           "resources requested, pods scheduled with less resources",
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			pods: []*v1.Pod{
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@@ -506,7 +506,7 @@ func TestResourceBinPackingMultipleExtended(t *testing.T) {
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			// Node2 Score: (10 * 3) + (5 * 5) / 8 = 7
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			pod:            &v1.Pod{Spec: extnededResourcePod1},
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResources2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResources2), makeNode("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 4}, {Name: "machine2", Score: 7}},
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			name:           "resources requested, pods scheduled with resources, on node with existing pod running ",
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			pods: []*v1.Pod{
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@@ -557,7 +557,7 @@ func TestResourceBinPackingMultipleExtended(t *testing.T) {
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			// Node2 Score: (10 * 3) + (2 * 5) / 8 = 5
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			pod:            &v1.Pod{Spec: extnededResourcePod2},
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			nodes:          []*v1.Node{makeNodeWithExtendedResource("machine1", 4000, 10000*1024*1024, extendedResources2), makeNodeWithExtendedResource("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			nodes:          []*v1.Node{makeNode("machine1", 4000, 10000*1024*1024, extendedResources2), makeNode("machine2", 4000, 10000*1024*1024, extendedResources1)},
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			expectedScores: []framework.NodeScore{{Name: "machine1", Score: 5}, {Name: "machine2", Score: 5}},
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			name:           "resources requested, pods scheduled with more resources",
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			pods: []*v1.Pod{
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@@ -28,23 +28,7 @@ var (
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	ignoreBadValueDetail = cmpopts.IgnoreFields(field.Error{}, "BadValue", "Detail")
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)
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func makeNode(node string, milliCPU, memory int64) *v1.Node {
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	return &v1.Node{
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		ObjectMeta: metav1.ObjectMeta{Name: node},
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		Status: v1.NodeStatus{
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			Capacity: v1.ResourceList{
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				v1.ResourceCPU:    *resource.NewMilliQuantity(milliCPU, resource.DecimalSI),
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				v1.ResourceMemory: *resource.NewQuantity(memory, resource.BinarySI),
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			},
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			Allocatable: v1.ResourceList{
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				v1.ResourceCPU:    *resource.NewMilliQuantity(milliCPU, resource.DecimalSI),
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				v1.ResourceMemory: *resource.NewQuantity(memory, resource.BinarySI),
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			},
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		},
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	}
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}
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func makeNodeWithExtendedResource(node string, milliCPU, memory int64, extendedResource map[string]int64) *v1.Node {
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func makeNode(node string, milliCPU, memory int64, extendedResource map[string]int64) *v1.Node {
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	resourceList := make(map[v1.ResourceName]resource.Quantity)
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	for res, quantity := range extendedResource {
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		resourceList[v1.ResourceName(res)] = *resource.NewQuantity(quantity, resource.DecimalSI)
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