package scheduler import ( "testing" "github.com/hashicorp/nomad/helper/uuid" "github.com/hashicorp/nomad/nomad/mock" "github.com/hashicorp/nomad/nomad/structs" require "github.com/stretchr/testify/require" ) func TestFeasibleRankIterator(t *testing.T) { _, ctx := testContext(t) var nodes []*structs.Node for i := 0; i < 10; i++ { nodes = append(nodes, mock.Node()) } static := NewStaticIterator(ctx, nodes) feasible := NewFeasibleRankIterator(ctx, static) out := collectRanked(feasible) if len(out) != len(nodes) { t.Fatalf("bad: %v", out) } } func TestBinPackIterator_NoExistingAlloc(t *testing.T) { _, ctx := testContext(t) nodes := []*RankedNode{ { Node: &structs.Node{ // Perfect fit NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, ReservedResources: &structs.NodeReservedResources{ Cpu: structs.NodeReservedCpuResources{ CpuShares: 1024, }, Memory: structs.NodeReservedMemoryResources{ MemoryMB: 1024, }, }, }, }, { Node: &structs.Node{ // Overloaded NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 1024, }, Memory: structs.NodeMemoryResources{ MemoryMB: 1024, }, }, ReservedResources: &structs.NodeReservedResources{ Cpu: structs.NodeReservedCpuResources{ CpuShares: 512, }, Memory: structs.NodeReservedMemoryResources{ MemoryMB: 512, }, }, }, }, { Node: &structs.Node{ // 50% fit NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 4096, }, Memory: structs.NodeMemoryResources{ MemoryMB: 4096, }, }, ReservedResources: &structs.NodeReservedResources{ Cpu: structs.NodeReservedCpuResources{ CpuShares: 1024, }, Memory: structs.NodeReservedMemoryResources{ MemoryMB: 1024, }, }, }, }, } static := NewStaticRankIterator(ctx, nodes) taskGroup := &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, }, }, }, } binp := NewBinPackIterator(ctx, static, false, 0) binp.SetTaskGroup(taskGroup) scoreNorm := NewScoreNormalizationIterator(ctx, binp) out := collectRanked(scoreNorm) if len(out) != 2 { t.Fatalf("Bad: %v", out) } if out[0] != nodes[0] || out[1] != nodes[2] { t.Fatalf("Bad: %v", out) } if out[0].FinalScore != 1.0 { t.Fatalf("Bad Score: %v", out[0].FinalScore) } if out[1].FinalScore < 0.75 || out[1].FinalScore > 0.95 { t.Fatalf("Bad Score: %v", out[1].FinalScore) } } func TestBinPackIterator_PlannedAlloc(t *testing.T) { _, ctx := testContext(t) nodes := []*RankedNode{ { Node: &structs.Node{ // Perfect fit ID: uuid.Generate(), NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, }, }, { Node: &structs.Node{ // Perfect fit ID: uuid.Generate(), NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, }, }, } static := NewStaticRankIterator(ctx, nodes) // Add a planned alloc to node1 that fills it plan := ctx.Plan() plan.NodeAllocation[nodes[0].Node.ID] = []*structs.Allocation{ { AllocatedResources: &structs.AllocatedResources{ Tasks: map[string]*structs.AllocatedTaskResources{ "web": { Cpu: structs.AllocatedCpuResources{ CpuShares: 2048, }, Memory: structs.AllocatedMemoryResources{ MemoryMB: 2048, }, }, }, }, }, } // Add a planned alloc to node2 that half fills it plan.NodeAllocation[nodes[1].Node.ID] = []*structs.Allocation{ { AllocatedResources: &structs.AllocatedResources{ Tasks: map[string]*structs.AllocatedTaskResources{ "web": { Cpu: structs.AllocatedCpuResources{ CpuShares: 1024, }, Memory: structs.AllocatedMemoryResources{ MemoryMB: 1024, }, }, }, }, }, } taskGroup := &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, }, }, }, } binp := NewBinPackIterator(ctx, static, false, 0) binp.SetTaskGroup(taskGroup) scoreNorm := NewScoreNormalizationIterator(ctx, binp) out := collectRanked(scoreNorm) if len(out) != 1 { t.Fatalf("Bad: %#v", out) } if out[0] != nodes[1] { t.Fatalf("Bad Score: %v", out) } if out[0].FinalScore != 1.0 { t.Fatalf("Bad Score: %v", out[0].FinalScore) } } func TestBinPackIterator_ExistingAlloc(t *testing.T) { state, ctx := testContext(t) nodes := []*RankedNode{ { Node: &structs.Node{ // Perfect fit ID: uuid.Generate(), NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, }, }, { Node: &structs.Node{ // Perfect fit ID: uuid.Generate(), NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, }, }, } static := NewStaticRankIterator(ctx, nodes) // Add existing allocations j1, j2 := mock.Job(), mock.Job() alloc1 := &structs.Allocation{ Namespace: structs.DefaultNamespace, ID: uuid.Generate(), EvalID: uuid.Generate(), NodeID: nodes[0].Node.ID, JobID: j1.ID, Job: j1, AllocatedResources: &structs.AllocatedResources{ Tasks: map[string]*structs.AllocatedTaskResources{ "web": { Cpu: structs.AllocatedCpuResources{ CpuShares: 2048, }, Memory: structs.AllocatedMemoryResources{ MemoryMB: 2048, }, }, }, }, DesiredStatus: structs.AllocDesiredStatusRun, ClientStatus: structs.AllocClientStatusPending, TaskGroup: "web", } alloc2 := &structs.Allocation{ Namespace: structs.DefaultNamespace, ID: uuid.Generate(), EvalID: uuid.Generate(), NodeID: nodes[1].Node.ID, JobID: j2.ID, Job: j2, AllocatedResources: &structs.AllocatedResources{ Tasks: map[string]*structs.AllocatedTaskResources{ "web": { Cpu: structs.AllocatedCpuResources{ CpuShares: 1024, }, Memory: structs.AllocatedMemoryResources{ MemoryMB: 1024, }, }, }, }, DesiredStatus: structs.AllocDesiredStatusRun, ClientStatus: structs.AllocClientStatusPending, TaskGroup: "web", } noErr(t, state.UpsertJobSummary(998, mock.JobSummary(alloc1.JobID))) noErr(t, state.UpsertJobSummary(999, mock.JobSummary(alloc2.JobID))) noErr(t, state.UpsertAllocs(1000, []*structs.Allocation{alloc1, alloc2})) taskGroup := &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, }, }, }, } binp := NewBinPackIterator(ctx, static, false, 0) binp.SetTaskGroup(taskGroup) scoreNorm := NewScoreNormalizationIterator(ctx, binp) out := collectRanked(scoreNorm) if len(out) != 1 { t.Fatalf("Bad: %#v", out) } if out[0] != nodes[1] { t.Fatalf("Bad: %v", out) } if out[0].FinalScore != 1.0 { t.Fatalf("Bad Score: %v", out[0].FinalScore) } } func TestBinPackIterator_ExistingAlloc_PlannedEvict(t *testing.T) { state, ctx := testContext(t) nodes := []*RankedNode{ { Node: &structs.Node{ // Perfect fit ID: uuid.Generate(), NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, }, }, { Node: &structs.Node{ // Perfect fit ID: uuid.Generate(), NodeResources: &structs.NodeResources{ Cpu: structs.NodeCpuResources{ CpuShares: 2048, }, Memory: structs.NodeMemoryResources{ MemoryMB: 2048, }, }, }, }, } static := NewStaticRankIterator(ctx, nodes) // Add existing allocations j1, j2 := mock.Job(), mock.Job() alloc1 := &structs.Allocation{ Namespace: structs.DefaultNamespace, ID: uuid.Generate(), EvalID: uuid.Generate(), NodeID: nodes[0].Node.ID, JobID: j1.ID, Job: j1, AllocatedResources: &structs.AllocatedResources{ Tasks: map[string]*structs.AllocatedTaskResources{ "web": { Cpu: structs.AllocatedCpuResources{ CpuShares: 2048, }, Memory: structs.AllocatedMemoryResources{ MemoryMB: 2048, }, }, }, }, DesiredStatus: structs.AllocDesiredStatusRun, ClientStatus: structs.AllocClientStatusPending, TaskGroup: "web", } alloc2 := &structs.Allocation{ Namespace: structs.DefaultNamespace, ID: uuid.Generate(), EvalID: uuid.Generate(), NodeID: nodes[1].Node.ID, JobID: j2.ID, Job: j2, AllocatedResources: &structs.AllocatedResources{ Tasks: map[string]*structs.AllocatedTaskResources{ "web": { Cpu: structs.AllocatedCpuResources{ CpuShares: 1024, }, Memory: structs.AllocatedMemoryResources{ MemoryMB: 1024, }, }, }, }, DesiredStatus: structs.AllocDesiredStatusRun, ClientStatus: structs.AllocClientStatusPending, TaskGroup: "web", } noErr(t, state.UpsertJobSummary(998, mock.JobSummary(alloc1.JobID))) noErr(t, state.UpsertJobSummary(999, mock.JobSummary(alloc2.JobID))) noErr(t, state.UpsertAllocs(1000, []*structs.Allocation{alloc1, alloc2})) // Add a planned eviction to alloc1 plan := ctx.Plan() plan.NodeUpdate[nodes[0].Node.ID] = []*structs.Allocation{alloc1} taskGroup := &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, }, }, }, } binp := NewBinPackIterator(ctx, static, false, 0) binp.SetTaskGroup(taskGroup) scoreNorm := NewScoreNormalizationIterator(ctx, binp) out := collectRanked(scoreNorm) if len(out) != 2 { t.Fatalf("Bad: %#v", out) } if out[0] != nodes[0] || out[1] != nodes[1] { t.Fatalf("Bad: %v", out) } if out[0].FinalScore < 0.50 || out[0].FinalScore > 0.95 { t.Fatalf("Bad Score: %v", out[0].FinalScore) } if out[1].FinalScore != 1 { t.Fatalf("Bad Score: %v", out[1].FinalScore) } } // This is a fairly high level test that asserts the bin packer uses the device // allocator properly. It is not intended to handle every possible device // request versus availability scenario. That should be covered in device // allocator tests. func TestBinPackIterator_Devices(t *testing.T) { nvidiaNode := mock.NvidiaNode() devs := nvidiaNode.NodeResources.Devices[0].Instances nvidiaDevices := []string{devs[0].ID, devs[1].ID} nvidiaDev0 := mock.Alloc() nvidiaDev0.AllocatedResources.Tasks["web"].Devices = []*structs.AllocatedDeviceResource{ { Type: "gpu", Vendor: "nvidia", Name: "1080ti", DeviceIDs: []string{nvidiaDevices[0]}, }, } type devPlacementTuple struct { Count int ExcludeIDs []string } cases := []struct { Name string Node *structs.Node PlannedAllocs []*structs.Allocation ExistingAllocs []*structs.Allocation TaskGroup *structs.TaskGroup NoPlace bool ExpectedPlacements map[string]map[structs.DeviceIdTuple]devPlacementTuple DeviceScore float64 }{ { Name: "single request, match", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "nvidia/gpu", Count: 1, }, }, }, }, }, }, ExpectedPlacements: map[string]map[structs.DeviceIdTuple]devPlacementTuple{ "web": { { Vendor: "nvidia", Type: "gpu", Name: "1080ti", }: { Count: 1, }, }, }, }, { Name: "single request multiple count, match", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "nvidia/gpu", Count: 2, }, }, }, }, }, }, ExpectedPlacements: map[string]map[structs.DeviceIdTuple]devPlacementTuple{ "web": { { Vendor: "nvidia", Type: "gpu", Name: "1080ti", }: { Count: 2, }, }, }, }, { Name: "single request, with affinities", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "nvidia/gpu", Count: 1, Affinities: []*structs.Affinity{ { LTarget: "${device.attr.graphics_clock}", Operand: ">", RTarget: "1.4 GHz", Weight: 90, }, }, }, }, }, }, }, }, ExpectedPlacements: map[string]map[structs.DeviceIdTuple]devPlacementTuple{ "web": { { Vendor: "nvidia", Type: "gpu", Name: "1080ti", }: { Count: 1, }, }, }, DeviceScore: 1.0, }, { Name: "single request over count, no match", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "nvidia/gpu", Count: 6, }, }, }, }, }, }, NoPlace: true, }, { Name: "single request no device of matching type", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "fpga", Count: 1, }, }, }, }, }, }, NoPlace: true, }, { Name: "single request with previous uses", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "nvidia/gpu", Count: 1, }, }, }, }, }, }, ExpectedPlacements: map[string]map[structs.DeviceIdTuple]devPlacementTuple{ "web": { { Vendor: "nvidia", Type: "gpu", Name: "1080ti", }: { Count: 1, ExcludeIDs: []string{nvidiaDevices[0]}, }, }, }, ExistingAllocs: []*structs.Allocation{nvidiaDev0}, }, { Name: "single request with planned uses", Node: nvidiaNode, TaskGroup: &structs.TaskGroup{ EphemeralDisk: &structs.EphemeralDisk{}, Tasks: []*structs.Task{ { Name: "web", Resources: &structs.Resources{ CPU: 1024, MemoryMB: 1024, Devices: []*structs.RequestedDevice{ { Name: "nvidia/gpu", Count: 1, }, }, }, }, }, }, ExpectedPlacements: map[string]map[structs.DeviceIdTuple]devPlacementTuple{ "web": { { Vendor: "nvidia", Type: "gpu", Name: "1080ti", }: { Count: 1, ExcludeIDs: []string{nvidiaDevices[0]}, }, }, }, PlannedAllocs: []*structs.Allocation{nvidiaDev0}, }, } for _, c := range cases { t.Run(c.Name, func(t *testing.T) { require := require.New(t) // Setup the context state, ctx := testContext(t) // Add the planned allocs if len(c.PlannedAllocs) != 0 { for _, alloc := range c.PlannedAllocs { alloc.NodeID = c.Node.ID } plan := ctx.Plan() plan.NodeAllocation[c.Node.ID] = c.PlannedAllocs } // Add the existing allocs if len(c.ExistingAllocs) != 0 { for _, alloc := range c.ExistingAllocs { alloc.NodeID = c.Node.ID } require.NoError(state.UpsertAllocs(1000, c.ExistingAllocs)) } static := NewStaticRankIterator(ctx, []*RankedNode{{Node: c.Node}}) binp := NewBinPackIterator(ctx, static, false, 0) binp.SetTaskGroup(c.TaskGroup) out := binp.Next() if out == nil && !c.NoPlace { t.Fatalf("expected placement") } // Check we got the placements we are expecting for tname, devices := range c.ExpectedPlacements { tr, ok := out.TaskResources[tname] require.True(ok) want := len(devices) got := 0 for _, placed := range tr.Devices { got++ expected, ok := devices[*placed.ID()] require.True(ok) require.Equal(expected.Count, len(placed.DeviceIDs)) for _, id := range expected.ExcludeIDs { require.NotContains(placed.DeviceIDs, id) } } require.Equal(want, got) } // Check potential affinity scores if c.DeviceScore != 0.0 { require.Len(out.Scores, 2) require.Equal(c.DeviceScore, out.Scores[1]) } }) } } func TestJobAntiAffinity_PlannedAlloc(t *testing.T) { _, ctx := testContext(t) nodes := []*RankedNode{ { Node: &structs.Node{ ID: uuid.Generate(), }, }, { Node: &structs.Node{ ID: uuid.Generate(), }, }, } static := NewStaticRankIterator(ctx, nodes) job := mock.Job() job.ID = "foo" tg := job.TaskGroups[0] tg.Count = 4 // Add a planned alloc to node1 that fills it plan := ctx.Plan() plan.NodeAllocation[nodes[0].Node.ID] = []*structs.Allocation{ { ID: uuid.Generate(), JobID: "foo", TaskGroup: tg.Name, }, { ID: uuid.Generate(), JobID: "foo", TaskGroup: tg.Name, }, } // Add a planned alloc to node2 that half fills it plan.NodeAllocation[nodes[1].Node.ID] = []*structs.Allocation{ { JobID: "bar", }, } jobAntiAff := NewJobAntiAffinityIterator(ctx, static, "foo") jobAntiAff.SetJob(job) jobAntiAff.SetTaskGroup(tg) scoreNorm := NewScoreNormalizationIterator(ctx, jobAntiAff) out := collectRanked(scoreNorm) if len(out) != 2 { t.Fatalf("Bad: %#v", out) } if out[0] != nodes[0] { t.Fatalf("Bad: %v", out) } // Score should be -(#collissions+1/desired_count) => -(3/4) if out[0].FinalScore != -0.75 { t.Fatalf("Bad Score: %#v", out[0].FinalScore) } if out[1] != nodes[1] { t.Fatalf("Bad: %v", out) } if out[1].FinalScore != 0.0 { t.Fatalf("Bad Score: %v", out[1].FinalScore) } } func collectRanked(iter RankIterator) (out []*RankedNode) { for { next := iter.Next() if next == nil { break } out = append(out, next) } return } func TestNodeAntiAffinity_PenaltyNodes(t *testing.T) { _, ctx := testContext(t) node1 := &structs.Node{ ID: uuid.Generate(), } node2 := &structs.Node{ ID: uuid.Generate(), } nodes := []*RankedNode{ { Node: node1, }, { Node: node2, }, } static := NewStaticRankIterator(ctx, nodes) nodeAntiAffIter := NewNodeReschedulingPenaltyIterator(ctx, static) nodeAntiAffIter.SetPenaltyNodes(map[string]struct{}{node1.ID: {}}) scoreNorm := NewScoreNormalizationIterator(ctx, nodeAntiAffIter) out := collectRanked(scoreNorm) require := require.New(t) require.Equal(2, len(out)) require.Equal(node1.ID, out[0].Node.ID) require.Equal(-1.0, out[0].FinalScore) require.Equal(node2.ID, out[1].Node.ID) require.Equal(0.0, out[1].FinalScore) } func TestScoreNormalizationIterator(t *testing.T) { // Test normalized scores when there is more than one scorer _, ctx := testContext(t) nodes := []*RankedNode{ { Node: &structs.Node{ ID: uuid.Generate(), }, }, { Node: &structs.Node{ ID: uuid.Generate(), }, }, } static := NewStaticRankIterator(ctx, nodes) job := mock.Job() job.ID = "foo" tg := job.TaskGroups[0] tg.Count = 4 // Add a planned alloc to node1 that fills it plan := ctx.Plan() plan.NodeAllocation[nodes[0].Node.ID] = []*structs.Allocation{ { ID: uuid.Generate(), JobID: "foo", TaskGroup: tg.Name, }, { ID: uuid.Generate(), JobID: "foo", TaskGroup: tg.Name, }, } // Add a planned alloc to node2 that half fills it plan.NodeAllocation[nodes[1].Node.ID] = []*structs.Allocation{ { JobID: "bar", }, } jobAntiAff := NewJobAntiAffinityIterator(ctx, static, "foo") jobAntiAff.SetJob(job) jobAntiAff.SetTaskGroup(tg) nodeReschedulePenaltyIter := NewNodeReschedulingPenaltyIterator(ctx, jobAntiAff) nodeReschedulePenaltyIter.SetPenaltyNodes(map[string]struct{}{nodes[0].Node.ID: {}}) scoreNorm := NewScoreNormalizationIterator(ctx, nodeReschedulePenaltyIter) out := collectRanked(scoreNorm) require := require.New(t) require.Equal(2, len(out)) require.Equal(out[0], nodes[0]) // Score should be averaged between both scorers // -0.75 from job anti affinity and -1 from node rescheduling penalty require.Equal(-0.875, out[0].FinalScore) require.Equal(out[1], nodes[1]) require.Equal(out[1].FinalScore, 0.0) } func TestNodeAffinityIterator(t *testing.T) { _, ctx := testContext(t) nodes := []*RankedNode{ {Node: mock.Node()}, {Node: mock.Node()}, {Node: mock.Node()}, {Node: mock.Node()}, } nodes[0].Node.Attributes["kernel.version"] = "4.9" nodes[1].Node.Datacenter = "dc2" nodes[2].Node.Datacenter = "dc2" nodes[2].Node.NodeClass = "large" affinities := []*structs.Affinity{ { Operand: "=", LTarget: "${node.datacenter}", RTarget: "dc1", Weight: 100, }, { Operand: "=", LTarget: "${node.datacenter}", RTarget: "dc2", Weight: -100, }, { Operand: "version", LTarget: "${attr.kernel.version}", RTarget: ">4.0", Weight: 50, }, { Operand: "is", LTarget: "${node.class}", RTarget: "large", Weight: 50, }, } static := NewStaticRankIterator(ctx, nodes) job := mock.Job() job.ID = "foo" tg := job.TaskGroups[0] tg.Affinities = affinities nodeAffinity := NewNodeAffinityIterator(ctx, static) nodeAffinity.SetTaskGroup(tg) scoreNorm := NewScoreNormalizationIterator(ctx, nodeAffinity) out := collectRanked(scoreNorm) expectedScores := make(map[string]float64) // Total weight = 300 // Node 0 matches two affinities(dc and kernel version), total weight = 150 expectedScores[nodes[0].Node.ID] = 0.5 // Node 1 matches an anti affinity, weight = -100 expectedScores[nodes[1].Node.ID] = -(1.0 / 3.0) // Node 2 matches one affinity(node class) with weight 50 expectedScores[nodes[2].Node.ID] = -(1.0 / 6.0) // Node 3 matches one affinity (dc) with weight = 100 expectedScores[nodes[3].Node.ID] = 1.0 / 3.0 require := require.New(t) for _, n := range out { require.Equal(expectedScores[n.Node.ID], n.FinalScore) } }