From e4a376f7603538ff05e1e46c45d1b23b8d9cc53a Mon Sep 17 00:00:00 2001 From: Gilad Zamoscinski Date: Wed, 15 Dec 2021 18:20:53 +0200 Subject: [PATCH 1/6] Update nvidia.go from v0.10.0 Signed-off-by: Gilad Zamoscinski --- pkg/plugin/nvidia/nvidia.go | 170 ++++++++++++++++++++++++++++++++---- 1 file changed, 153 insertions(+), 17 deletions(-) diff --git a/pkg/plugin/nvidia/nvidia.go b/pkg/plugin/nvidia/nvidia.go index deb4727f6..0996a03c7 100644 --- a/pkg/plugin/nvidia/nvidia.go +++ b/pkg/plugin/nvidia/nvidia.go @@ -17,8 +17,10 @@ package nvidia import ( + "fmt" "log" "os" + "strconv" "strings" "github.com/NVIDIA/gpu-monitoring-tools/bindings/go/nvml" @@ -27,21 +29,37 @@ import ( ) const ( + // envDisableHealthChecks defines the environment variable that is checked to determine whether healthchecks + // should be disabled. If this envvar is set to "all" or contains the string "xids", healthchecks are + // disabled entirely. If set, the envvar is treated as a comma-separated list of Xids to ignore. Note that + // this is in addition to the Application errors that are already ignored. envDisableHealthChecks = "DP_DISABLE_HEALTHCHECKS" allHealthChecks = "xids" ) +// Device couples an underlying pluginapi.Device type with its device node paths type Device struct { pluginapi.Device - Path string + Paths []string + Index string } +// ResourceManager provides an interface for listing a set of Devices and checking health on them type ResourceManager interface { Devices() []*Device - CheckHealth(stop <-chan struct{}, devices []*Device, unhealthy chan<- *Device) + CheckHealth(stop <-chan interface{}, devices []*Device, unhealthy chan<- *Device) } -type GpuDeviceManager struct{} +// GpuDeviceManager implements the ResourceManager interface for full GPU devices +type GpuDeviceManager struct { + skipMigEnabledGPUs bool +} + +// MigDeviceManager implements the ResourceManager interface for MIG devices +type MigDeviceManager struct { + strategy MigStrategy + resource string +} func check(err error) { if err != nil { @@ -49,10 +67,22 @@ func check(err error) { } } -func NewGpuDeviceManager() *GpuDeviceManager { - return &GpuDeviceManager{} +// NewGpuDeviceManager returns a reference to a new GpuDeviceManager +func NewGpuDeviceManager(skipMigEnabledGPUs bool) *GpuDeviceManager { + return &GpuDeviceManager{ + skipMigEnabledGPUs: skipMigEnabledGPUs, + } +} + +// NewMigDeviceManager returns a reference to a new MigDeviceManager +func NewMigDeviceManager(strategy MigStrategy, resource string) *MigDeviceManager { + return &MigDeviceManager{ + strategy: strategy, + resource: resource, + } } +// Devices returns a list of devices from the GpuDeviceManager func (g *GpuDeviceManager) Devices() []*Device { n, err := nvml.GetDeviceCount() check(err) @@ -61,25 +91,75 @@ func (g *GpuDeviceManager) Devices() []*Device { for i := uint(0); i < n; i++ { d, err := nvml.NewDeviceLite(i) check(err) - devs = append(devs, buildDevice(d)) + + migEnabled, err := d.IsMigEnabled() + check(err) + + if migEnabled && g.skipMigEnabledGPUs { + continue + } + + devs = append(devs, buildDevice(d, []string{d.Path}, fmt.Sprintf("%v", i))) } return devs } -func (g *GpuDeviceManager) CheckHealth(stop <-chan struct{}, devices []*Device, unhealthy chan<- *Device) { +// Devices returns a list of devices from the MigDeviceManager +func (m *MigDeviceManager) Devices() []*Device { + n, err := nvml.GetDeviceCount() + check(err) + + var devs []*Device + for i := uint(0); i < n; i++ { + d, err := nvml.NewDeviceLite(i) + check(err) + + migEnabled, err := d.IsMigEnabled() + check(err) + + if !migEnabled { + continue + } + + migs, err := d.GetMigDevices() + check(err) + + for j, mig := range migs { + if !m.strategy.MatchesResource(mig, m.resource) { + continue + } + + paths, err := GetMigDeviceNodePaths(d, mig) + check(err) + + devs = append(devs, buildDevice(mig, paths, fmt.Sprintf("%v:%v", i, j))) + } + } + + return devs +} + +// CheckHealth performs health checks on a set of devices, writing to the 'unhealthy' channel with any unhealthy devices +func (g *GpuDeviceManager) CheckHealth(stop <-chan interface{}, devices []*Device, unhealthy chan<- *Device) { checkHealth(stop, devices, unhealthy) } -func buildDevice(d *nvml.Device) *Device { +// CheckHealth performs health checks on a set of devices, writing to the 'unhealthy' channel with any unhealthy devices +func (m *MigDeviceManager) CheckHealth(stop <-chan interface{}, devices []*Device, unhealthy chan<- *Device) { + checkHealth(stop, devices, unhealthy) +} + +func buildDevice(d *nvml.Device, paths []string, index string) *Device { dev := Device{} dev.ID = d.UUID dev.Health = pluginapi.Healthy - dev.Path = d.Path + dev.Paths = paths + dev.Index = index if d.CPUAffinity != nil { dev.Topology = &pluginapi.TopologyInfo{ Nodes: []*pluginapi.NUMANode{ - &pluginapi.NUMANode{ + { ID: int64(*(d.CPUAffinity)), }, }, @@ -88,7 +168,7 @@ func buildDevice(d *nvml.Device) *Device { return &dev } -func checkHealth(stop <-chan struct{}, devices []*Device, unhealthy chan<- *Device) { +func checkHealth(stop <-chan interface{}, devices []*Device, unhealthy chan<- *Device) { disableHealthChecks := strings.ToLower(os.Getenv(envDisableHealthChecks)) if disableHealthChecks == "all" { disableHealthChecks = allHealthChecks @@ -97,11 +177,36 @@ func checkHealth(stop <-chan struct{}, devices []*Device, unhealthy chan<- *Devi return } + // FIXME: formalize the full list and document it. + // http://docs.nvidia.com/deploy/xid-errors/index.html#topic_4 + // Application errors: the GPU should still be healthy + applicationErrorXids := []uint64{ + 13, // Graphics Engine Exception + 31, // GPU memory page fault + 43, // GPU stopped processing + 45, // Preemptive cleanup, due to previous errors + 68, // Video processor exception + } + + skippedXids := make(map[uint64]bool) + for _, id := range applicationErrorXids { + skippedXids[id] = true + } + + for _, additionalXid := range getAdditionalXids(disableHealthChecks) { + skippedXids[additionalXid] = true + } + eventSet := nvml.NewEventSet() defer nvml.DeleteEventSet(eventSet) for _, d := range devices { - err := nvml.RegisterEventForDevice(eventSet, nvml.XidCriticalError, d.ID) + gpu, _, _, err := nvml.ParseMigDeviceUUID(d.ID) + if err != nil { + gpu = d.ID + } + + err = nvml.RegisterEventForDevice(eventSet, nvml.XidCriticalError, gpu) if err != nil && strings.HasSuffix(err.Error(), "Not Supported") { log.Printf("Warning: %s is too old to support healthchecking: %s. Marking it unhealthy.", d.ID, err) unhealthy <- d @@ -122,10 +227,7 @@ func checkHealth(stop <-chan struct{}, devices []*Device, unhealthy chan<- *Devi continue } - // FIXME: formalize the full list and document it. - // http://docs.nvidia.com/deploy/xid-errors/index.html#topic_4 - // Application errors: the GPU should still be healthy - if e.Edata == 31 || e.Edata == 43 || e.Edata == 45 { + if skippedXids[e.Edata] { continue } @@ -139,10 +241,44 @@ func checkHealth(stop <-chan struct{}, devices []*Device, unhealthy chan<- *Devi } for _, d := range devices { - if d.ID == *e.UUID { + // Please see https://github.com/NVIDIA/gpu-monitoring-tools/blob/148415f505c96052cb3b7fdf443b34ac853139ec/bindings/go/nvml/nvml.h#L1424 + // for the rationale why gi and ci can be set as such when the UUID is a full GPU UUID and not a MIG device UUID. + gpu, gi, ci, err := nvml.ParseMigDeviceUUID(d.ID) + if err != nil { + gpu = d.ID + gi = 0xFFFFFFFF + ci = 0xFFFFFFFF + } + + if gpu == *e.UUID && gi == *e.GpuInstanceId && ci == *e.ComputeInstanceId { log.Printf("XidCriticalError: Xid=%d on Device=%s, the device will go unhealthy.", e.Edata, d.ID) unhealthy <- d } } } } + +// getAdditionalXids returns a list of additional Xids to skip from the specified string. +// The input is treaded as a comma-separated string and all valid uint64 values are considered as Xid values. Invalid values +// are ignored. +func getAdditionalXids(input string) []uint64 { + if input == "" { + return nil + } + + var additionalXids []uint64 + for _, additionalXid := range strings.Split(input, ",") { + trimmed := strings.TrimSpace(additionalXid) + if trimmed == "" { + continue + } + xid, err := strconv.ParseUint(trimmed, 10, 64) + if err != nil { + log.Printf("Ignoring malformed Xid value %v: %v", trimmed, err) + continue + } + additionalXids = append(additionalXids, xid) + } + + return additionalXids +} \ No newline at end of file From db12d022c7d175fc5870c79acb3dcf5718eaa593 Mon Sep 17 00:00:00 2001 From: Gilad Zamoscinski Date: Wed, 15 Dec 2021 20:44:28 +0200 Subject: [PATCH 2/6] Add mig files from v0.10.0 Signed-off-by: Gilad Zamoscinski --- pkg/plugin/nvidia/mig-strategy.go | 237 ++++++++++++++++++++++++++++++ pkg/plugin/nvidia/mig.go | 226 ++++++++++++++++++++++++++++ 2 files changed, 463 insertions(+) create mode 100644 pkg/plugin/nvidia/mig-strategy.go create mode 100644 pkg/plugin/nvidia/mig.go diff --git a/pkg/plugin/nvidia/mig-strategy.go b/pkg/plugin/nvidia/mig-strategy.go new file mode 100644 index 000000000..195d589a5 --- /dev/null +++ b/pkg/plugin/nvidia/mig-strategy.go @@ -0,0 +1,237 @@ +/* + * Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "fmt" + "log" + + "github.com/NVIDIA/go-gpuallocator/gpuallocator" + "github.com/NVIDIA/gpu-monitoring-tools/bindings/go/nvml" + pluginapi "k8s.io/kubelet/pkg/apis/deviceplugin/v1beta1" +) + +// Constants representing the various MIG strategies +const ( + MigStrategyNone = "none" + MigStrategySingle = "single" + MigStrategyMixed = "mixed" +) + +// MigStrategyResourceSet holds a set of resource names for a given MIG strategy +type MigStrategyResourceSet map[string]struct{} + +// MigStrategy provides an interface for building the set of plugins required to implement a given MIG strategy +type MigStrategy interface { + GetPlugins() []*NvidiaDevicePlugin + MatchesResource(mig *nvml.Device, resource string) bool +} + +// NewMigStrategy returns a reference to a given MigStrategy based on the 'strategy' passed in +func NewMigStrategy(strategy string) (MigStrategy, error) { + switch strategy { + case MigStrategyNone: + return &migStrategyNone{}, nil + case MigStrategySingle: + return &migStrategySingle{}, nil + case MigStrategyMixed: + return &migStrategyMixed{}, nil + } + return nil, fmt.Errorf("Unknown strategy: %v", strategy) +} + +type migStrategyNone struct{} +type migStrategySingle struct{} +type migStrategyMixed struct{} + +// migStrategyNone +func (s *migStrategyNone) GetPlugins() []*NvidiaDevicePlugin { + return []*NvidiaDevicePlugin{ + NewNvidiaDevicePlugin( + "nvidia.com/gpu", + NewGpuDeviceManager(false), // Enumerate device even if MIG enabled + "NVIDIA_VISIBLE_DEVICES", + gpuallocator.NewBestEffortPolicy(), + pluginapi.DevicePluginPath+"nvidia-gpu.sock"), + } +} + +func (s *migStrategyNone) MatchesResource(mig *nvml.Device, resource string) bool { + panic("Should never be called") +} + +// migStrategySingle +func (s *migStrategySingle) GetPlugins() []*NvidiaDevicePlugin { + devices := NewMIGCapableDevices() + + migEnabledDevices, err := devices.GetDevicesWithMigEnabled() + if err != nil { + panic(fmt.Errorf("Unabled to retrieve list of MIG-enabled devices: %v", err)) + } + + // If no MIG devices are available fallback to "none" strategy + if len(migEnabledDevices) == 0 { + none, _ := NewMigStrategy(MigStrategyNone) + log.Printf("No MIG devices found. Falling back to mig.strategy=%v", none) + return none.GetPlugins() + } + + migDisabledDevices, err := devices.GetDevicesWithMigDisabled() + if err != nil { + panic(fmt.Errorf("Unabled to retrieve list of non-MIG-enabled devices: %v", err)) + } + if len(migDisabledDevices) != 0 { + panic(fmt.Errorf("For mig.strategy=single all devices on the node must all be configured with the same migEnabled value")) + } + + if err := devices.AssertAllMigEnabledDevicesAreValid(); err != nil { + panic(fmt.Errorf("At least one device with migEnabled=true was not configured correctly: %v", err)) + } + + resources := make(MigStrategyResourceSet) + + migs, err := devices.GetAllMigDevices() + if err != nil { + panic(fmt.Errorf("Unable to retrieve list of MIG devices: %v", err)) + } + for _, mig := range migs { + r := s.getResourceName(mig) + if !s.validMigDevice(mig) { + panic("Unsupported MIG device found: " + r) + } + resources[r] = struct{}{} + } + + if len(resources) == 0 { + panic("No MIG devices present on node") + } + + if len(resources) != 1 { + panic("More than one MIG device type present on node") + } + + return []*NvidiaDevicePlugin{ + NewNvidiaDevicePlugin( + "nvidia.com/gpu", + NewMigDeviceManager(s, "gpu"), + "NVIDIA_VISIBLE_DEVICES", + gpuallocator.Policy(nil), + pluginapi.DevicePluginPath+"nvidia-gpu.sock"), + } +} + +func (s *migStrategySingle) validMigDevice(mig *nvml.Device) bool { + attr, err := mig.GetAttributes() + check(err) + + return attr.GpuInstanceSliceCount == attr.ComputeInstanceSliceCount +} + +func (s *migStrategySingle) getResourceName(mig *nvml.Device) string { + attr, err := mig.GetAttributes() + check(err) + + g := attr.GpuInstanceSliceCount + c := attr.ComputeInstanceSliceCount + gb := ((attr.MemorySizeMB + 1024 - 1) / 1024) + + var r string + if g == c { + r = fmt.Sprintf("mig-%dg.%dgb", g, gb) + } else { + r = fmt.Sprintf("mig-%dc.%dg.%dgb", c, g, gb) + } + + return r +} + +func (s *migStrategySingle) MatchesResource(mig *nvml.Device, resource string) bool { + return true +} + +// migStrategyMixed +func (s *migStrategyMixed) GetPlugins() []*NvidiaDevicePlugin { + devices := NewMIGCapableDevices() + + if err := devices.AssertAllMigEnabledDevicesAreValid(); err != nil { + panic(fmt.Errorf("At least one device with migEnabled=true was not configured correctly: %v", err)) + } + + resources := make(MigStrategyResourceSet) + migs, err := devices.GetAllMigDevices() + if err != nil { + panic(fmt.Errorf("Unable to retrieve list of MIG devices: %v", err)) + } + for _, mig := range migs { + r := s.getResourceName(mig) + if !s.validMigDevice(mig) { + log.Printf("Skipping unsupported MIG device: %v", r) + continue + } + resources[r] = struct{}{} + } + + plugins := []*NvidiaDevicePlugin{ + NewNvidiaDevicePlugin( + "nvidia.com/gpu", + NewGpuDeviceManager(true), + "NVIDIA_VISIBLE_DEVICES", + gpuallocator.NewBestEffortPolicy(), + pluginapi.DevicePluginPath+"nvidia-gpu.sock"), + } + + for resource := range resources { + plugin := NewNvidiaDevicePlugin( + "nvidia.com/"+resource, + NewMigDeviceManager(s, resource), + "NVIDIA_VISIBLE_DEVICES", + gpuallocator.Policy(nil), + pluginapi.DevicePluginPath+"nvidia-"+resource+".sock") + plugins = append(plugins, plugin) + } + + return plugins +} + +func (s *migStrategyMixed) validMigDevice(mig *nvml.Device) bool { + attr, err := mig.GetAttributes() + check(err) + + return attr.GpuInstanceSliceCount == attr.ComputeInstanceSliceCount +} + +func (s *migStrategyMixed) getResourceName(mig *nvml.Device) string { + attr, err := mig.GetAttributes() + check(err) + + g := attr.GpuInstanceSliceCount + c := attr.ComputeInstanceSliceCount + gb := ((attr.MemorySizeMB + 1024 - 1) / 1024) + + var r string + if g == c { + r = fmt.Sprintf("mig-%dg.%dgb", g, gb) + } else { + r = fmt.Sprintf("mig-%dc.%dg.%dgb", c, g, gb) + } + + return r +} + +func (s *migStrategyMixed) MatchesResource(mig *nvml.Device, resource string) bool { + return s.getResourceName(mig) == resource +} diff --git a/pkg/plugin/nvidia/mig.go b/pkg/plugin/nvidia/mig.go new file mode 100644 index 000000000..958d06d64 --- /dev/null +++ b/pkg/plugin/nvidia/mig.go @@ -0,0 +1,226 @@ +// Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. + +package nvidia + +import ( + "bufio" + "fmt" + "log" + "os" + + "github.com/NVIDIA/gpu-monitoring-tools/bindings/go/nvml" +) + +const ( + nvidiaProcDriverPath = "/proc/driver/nvidia" + nvidiaCapabilitiesPath = nvidiaProcDriverPath + "/capabilities" + + nvcapsProcDriverPath = "/proc/driver/nvidia-caps" + nvcapsMigMinorsPath = nvcapsProcDriverPath + "/mig-minors" + nvcapsDevicePath = "/dev/nvidia-caps" +) + +// MIGCapableDevices stores information about all devices on the node +type MIGCapableDevices struct { + // devicesMap holds a list of devices, separated by whether they have MigEnabled or not + devicesMap map[bool][]*nvml.Device +} + +// NewMIGCapableDevices creates a new MIGCapableDevices struct and returns a pointer to it. +func NewMIGCapableDevices() *MIGCapableDevices { + return &MIGCapableDevices{ + devicesMap: nil, // Is initialized on first use + } +} + +func (devices *MIGCapableDevices) getDevicesMap() (map[bool][]*nvml.Device, error) { + if devices.devicesMap == nil { + n, err := nvml.GetDeviceCount() + if err != nil { + return nil, err + } + + migEnabledDevicesMap := make(map[bool][]*nvml.Device) + for i := uint(0); i < n; i++ { + d, err := nvml.NewDeviceLite(i) + if err != nil { + return nil, err + } + + isMigEnabled, err := d.IsMigEnabled() + if err != nil { + return nil, err + } + + migEnabledDevicesMap[isMigEnabled] = append(migEnabledDevicesMap[isMigEnabled], d) + } + + devices.devicesMap = migEnabledDevicesMap + } + return devices.devicesMap, nil +} + +// GetDevicesWithMigEnabled returns a list of devices with migEnabled=true +func (devices *MIGCapableDevices) GetDevicesWithMigEnabled() ([]*nvml.Device, error) { + devicesMap, err := devices.getDevicesMap() + if err != nil { + return nil, err + } + return devicesMap[true], nil +} + +// GetDevicesWithMigDisabled returns a list of devices with migEnabled=false +func (devices *MIGCapableDevices) GetDevicesWithMigDisabled() ([]*nvml.Device, error) { + devicesMap, err := devices.getDevicesMap() + if err != nil { + return nil, err + } + return devicesMap[false], nil +} + +// AssertAllMigEnabledDevicesAreValid ensures that all devices with migEnabled=true are valid. This means: +// * The have at least 1 mig devices associated with them +// Returns nill if the device is valid, or an error if these are not valid +func (devices *MIGCapableDevices) AssertAllMigEnabledDevicesAreValid() error { + devicesMap, err := devices.getDevicesMap() + if err != nil { + return err + } + + for _, d := range devicesMap[true] { + migs, err := d.GetMigDevices() + if err != nil { + return err + } + if len(migs) == 0 { + return fmt.Errorf("No MIG devices associated with %v: %v", d.Path, d.UUID) + } + } + return nil +} + +// GetAllMigDevices returns a list of all MIG devices. +func (devices *MIGCapableDevices) GetAllMigDevices() ([]*nvml.Device, error) { + devicesMap, err := devices.getDevicesMap() + if err != nil { + return nil, err + } + + var migs []*nvml.Device + for _, d := range devicesMap[true] { + devs, err := d.GetMigDevices() + if err != nil { + return nil, err + } + migs = append(migs, devs...) + } + return migs, nil +} + +// GetMigCapabilityDevicePaths returns a mapping of MIG capability path to device node path +func GetMigCapabilityDevicePaths() (map[string]string, error) { + // Open nvcapsMigMinorsPath for walking. + // If the nvcapsMigMinorsPath does not exist, then we are not on a MIG + // capable machine, so there is nothing to do. + // The format of this file is discussed in: + // https://docs.nvidia.com/datacenter/tesla/mig-user-guide/index.html#unique_1576522674 + minorsFile, err := os.Open(nvcapsMigMinorsPath) + if os.IsNotExist(err) { + return nil, nil + } + if err != nil { + return nil, fmt.Errorf("error opening MIG minors file: %v", err) + } + defer minorsFile.Close() + + // Define a function to process each each line of nvcapsMigMinorsPath + processLine := func(line string) (string, int, error) { + var gpu, gi, ci, migMinor int + + // Look for a CI access file + n, _ := fmt.Sscanf(line, "gpu%d/gi%d/ci%d/access %d", &gpu, &gi, &ci, &migMinor) + if n == 4 { + capPath := fmt.Sprintf(nvidiaCapabilitiesPath+"/gpu%d/mig/gi%d/ci%d/access", gpu, gi, ci) + return capPath, migMinor, nil + } + + // Look for a GI access file + n, _ = fmt.Sscanf(line, "gpu%d/gi%d/access %d", &gpu, &gi, &migMinor) + if n == 3 { + capPath := fmt.Sprintf(nvidiaCapabilitiesPath+"/gpu%d/mig/gi%d/access", gpu, gi) + return capPath, migMinor, nil + } + + // Look for the MIG config file + n, _ = fmt.Sscanf(line, "config %d", &migMinor) + if n == 1 { + capPath := fmt.Sprintf(nvidiaCapabilitiesPath + "/mig/config") + return capPath, migMinor, nil + } + + // Look for the MIG monitor file + n, _ = fmt.Sscanf(line, "monitor %d", &migMinor) + if n == 1 { + capPath := fmt.Sprintf(nvidiaCapabilitiesPath + "/mig/monitor") + return capPath, migMinor, nil + } + + return "", 0, fmt.Errorf("unparsable line: %v", line) + } + + // Walk each line of nvcapsMigMinorsPath and construct a mapping of nvidia + // capabilities path to device minor for that capability + capsDevicePaths := make(map[string]string) + scanner := bufio.NewScanner(minorsFile) + for scanner.Scan() { + capPath, migMinor, err := processLine(scanner.Text()) + if err != nil { + log.Printf("Skipping line in MIG minors file: %v", err) + continue + } + capsDevicePaths[capPath] = fmt.Sprintf(nvcapsDevicePath+"/nvidia-cap%d", migMinor) + } + return capsDevicePaths, nil +} + +// GetMigDeviceNodePaths returns a list of device node paths associated with a MIG device +func GetMigDeviceNodePaths(parent *nvml.Device, mig *nvml.Device) ([]string, error) { + capDevicePaths, err := GetMigCapabilityDevicePaths() + if err != nil { + return nil, fmt.Errorf("error getting MIG capability device paths: %v", err) + } + + var gpu int + _, err = fmt.Sscanf(parent.Path, "/dev/nvidia%d", &gpu) + if err != nil { + return nil, fmt.Errorf("error getting GPU minor: %v", err) + } + + gi, err := mig.GetGPUInstanceId() + if err != nil { + return nil, fmt.Errorf("error getting MIG GPU instance ID: %v", err) + } + + ci, err := mig.GetComputeInstanceId() + if err != nil { + return nil, fmt.Errorf("error getting MIG compute instance ID: %v", err) + } + + giCapPath := fmt.Sprintf(nvidiaCapabilitiesPath+"/gpu%d/mig/gi%d/access", gpu, gi) + if _, exists := capDevicePaths[giCapPath]; !exists { + return nil, fmt.Errorf("missing MIG GPU instance capability path: %v", giCapPath) + } + + ciCapPath := fmt.Sprintf(nvidiaCapabilitiesPath+"/gpu%d/mig/gi%d/ci%d/access", gpu, gi, ci) + if _, exists := capDevicePaths[ciCapPath]; !exists { + return nil, fmt.Errorf("missing MIG GPU instance capability path: %v", giCapPath) + } + + devicePaths := []string{ + parent.Path, + capDevicePaths[giCapPath], + capDevicePaths[ciCapPath], + } + + return devicePaths, nil +} \ No newline at end of file From 96c2c0f6a24ae83c3b663621f2ec6b2e2de30752 Mon Sep 17 00:00:00 2001 From: Gilad Zamoscinski Date: Wed, 15 Dec 2021 23:00:58 +0200 Subject: [PATCH 3/6] Update go and ubuntu version Signed-off-by: Gilad Zamoscinski --- Makefile | 14 +++++++------- ...ckerfile.ubuntu16.04 => Dockerfile.ubuntu18.04} | 4 ++-- 2 files changed, 9 insertions(+), 9 deletions(-) rename docker/amd64/{Dockerfile.ubuntu16.04 => Dockerfile.ubuntu18.04} (96%) diff --git a/Makefile b/Makefile index 59aa1d8e9..f09915ce0 100644 --- a/Makefile +++ b/Makefile @@ -24,24 +24,24 @@ VERSION ?= 1.0.0 ##### Public rules ##### -all: ubuntu16.04 centos7 +all: ubuntu18.04 centos7 push: - $(DOCKER) push "$(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu16.04" + $(DOCKER) push "$(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu18.04" $(DOCKER) push "$(REGISTRY)/volcano-device-plugin:$(VERSION)-centos7" push-short: - $(DOCKER) tag "$(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu16.04" "$(REGISTRY)/volcano-device-plugin:$(VERSION)" + $(DOCKER) tag "$(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu18.04" "$(REGISTRY)/volcano-device-plugin:$(VERSION)" $(DOCKER) push "$(REGISTRY)/volcano-device-plugin:$(VERSION)" push-latest: - $(DOCKER) tag "$(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu16.04" "$(REGISTRY)/volcano-device-plugin:latest" + $(DOCKER) tag "$(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu18.04" "$(REGISTRY)/volcano-device-plugin:latest" $(DOCKER) push "$(REGISTRY)/volcano-device-plugin:latest" -ubuntu16.04: +ubuntu18.04: $(DOCKER) build --pull \ - --tag $(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu16.04 \ - --file docker/amd64/Dockerfile.ubuntu16.04 . + --tag $(REGISTRY)/volcano-device-plugin:$(VERSION)-ubuntu18.04 \ + --file docker/amd64/Dockerfile.ubuntu18.04 . centos7: $(DOCKER) build --pull \ diff --git a/docker/amd64/Dockerfile.ubuntu16.04 b/docker/amd64/Dockerfile.ubuntu18.04 similarity index 96% rename from docker/amd64/Dockerfile.ubuntu16.04 rename to docker/amd64/Dockerfile.ubuntu18.04 index 188b8e092..28e3b7d6d 100644 --- a/docker/amd64/Dockerfile.ubuntu16.04 +++ b/docker/amd64/Dockerfile.ubuntu18.04 @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -FROM ubuntu:16.04 as build +FROM ubuntu:18.04 as build RUN apt-get update && apt-get install -y --no-install-recommends \ g++ \ @@ -20,7 +20,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \ wget && \ rm -rf /var/lib/apt/lists/* -ENV GOLANG_VERSION 1.14.4 +ENV GOLANG_VERSION 1.16.12 RUN wget -nv -O - https://storage.googleapis.com/golang/go${GOLANG_VERSION}.linux-amd64.tar.gz \ | tar -C /usr/local -xz ENV GOPATH /go From 70c3650d600b178b70e908fdb24d8eb6f957b648 Mon Sep 17 00:00:00 2001 From: Gilad Zamoscinski Date: Wed, 15 Dec 2021 23:01:47 +0200 Subject: [PATCH 4/6] Update k8s version to 1.19 Signed-off-by: Gilad Zamoscinski --- go.mod | 62 +++---- go.sum | 553 +++++++++++++++++++++++++++++++-------------------------- 2 files changed, 337 insertions(+), 278 deletions(-) diff --git a/go.mod b/go.mod index 0f2b63ff4..c2d847cc8 100644 --- a/go.mod +++ b/go.mod @@ -1,42 +1,42 @@ module volcano.sh/k8s-device-plugin -go 1.14 +go 1.16 replace ( - k8s.io/api => k8s.io/api v0.18.2 - k8s.io/apiextensions-apiserver => k8s.io/apiextensions-apiserver v0.18.2 - k8s.io/apimachinery => k8s.io/apimachinery v0.18.2 - k8s.io/apiserver => k8s.io/apiserver v0.18.2 - k8s.io/cli-runtime => k8s.io/cli-runtime v0.18.2 - k8s.io/client-go => k8s.io/client-go v0.18.2 - k8s.io/cloud-provider => k8s.io/cloud-provider v0.18.2 - k8s.io/cluster-bootstrap => k8s.io/cluster-bootstrap v0.18.2 - k8s.io/code-generator => k8s.io/code-generator v0.18.2 - k8s.io/component-base => k8s.io/component-base v0.18.2 - k8s.io/cri-api => k8s.io/cri-api v0.18.2 - k8s.io/csi-translation-lib => k8s.io/csi-translation-lib v0.18.2 - k8s.io/kube-aggregator => k8s.io/kube-aggregator v0.18.2 - k8s.io/kube-controller-manager => k8s.io/kube-controller-manager v0.18.2 - k8s.io/kube-proxy => k8s.io/kube-proxy v0.18.2 - k8s.io/kube-scheduler => k8s.io/kube-scheduler v0.18.2 - k8s.io/kubectl => k8s.io/kubectl v0.18.2 - k8s.io/kubelet => k8s.io/kubelet v0.18.2 - k8s.io/kubernetes => k8s.io/kubernetes v1.18.2 - k8s.io/legacy-cloud-providers => k8s.io/legacy-cloud-providers v0.18.2 - k8s.io/metrics => k8s.io/metrics v0.18.2 - k8s.io/sample-apiserver => k8s.io/sample-apiserver v0.18.2 + k8s.io/api => k8s.io/api v0.19.16 + k8s.io/apiextensions-apiserver => k8s.io/apiextensions-apiserver v0.19.16 + k8s.io/apimachinery => k8s.io/apimachinery v0.19.16 + k8s.io/apiserver => k8s.io/apiserver v0.19.16 + k8s.io/cli-runtime => k8s.io/cli-runtime v0.19.16 + k8s.io/client-go => k8s.io/client-go v0.19.16 + k8s.io/cloud-provider => k8s.io/cloud-provider v0.19.16 + k8s.io/cluster-bootstrap => k8s.io/cluster-bootstrap v0.19.16 + k8s.io/code-generator => k8s.io/code-generator v0.19.16 + k8s.io/component-base => k8s.io/component-base v0.19.16 + k8s.io/cri-api => k8s.io/cri-api v0.19.16 + k8s.io/csi-translation-lib => k8s.io/csi-translation-lib v0.19.16 + k8s.io/kube-aggregator => k8s.io/kube-aggregator v0.19.16 + k8s.io/kube-controller-manager => k8s.io/kube-controller-manager v0.19.16 + k8s.io/kube-proxy => k8s.io/kube-proxy v0.19.16 + k8s.io/kube-scheduler => k8s.io/kube-scheduler v0.19.16 + k8s.io/kubectl => k8s.io/kubectl v0.19.16 + k8s.io/kubelet => k8s.io/kubelet v0.19.16 + k8s.io/kubernetes => k8s.io/kubernetes v1.19.16 + k8s.io/legacy-cloud-providers => k8s.io/legacy-cloud-providers v0.19.16 + k8s.io/metrics => k8s.io/metrics v0.19.16 + k8s.io/sample-apiserver => k8s.io/sample-apiserver v0.19.16 ) require ( - github.com/NVIDIA/gpu-monitoring-tools v0.0.0-20200421213100-de959f43b55a + github.com/NVIDIA/go-gpuallocator v0.2.1 + github.com/NVIDIA/gpu-monitoring-tools v0.0.0-20201222072828-352eb4c503a7 github.com/fsnotify/fsnotify v1.4.9 - github.com/prometheus/common v0.4.1 - golang.org/x/net v0.0.0-20200421231249-e086a090c8fd // indirect - google.golang.org/grpc v1.29.0 - k8s.io/api v0.18.2 - k8s.io/apimachinery v0.18.2 - k8s.io/client-go v0.18.2 + github.com/prometheus/common v0.10.0 + google.golang.org/grpc v1.29.1 + k8s.io/api v0.19.16 + k8s.io/apimachinery v0.19.16 + k8s.io/client-go v0.19.16 k8s.io/klog v1.0.0 k8s.io/kubelet v0.0.0 - k8s.io/kubernetes v1.18.2 + k8s.io/kubernetes v1.19.16 ) diff --git a/go.sum b/go.sum index 80ca020a2..8d559c972 100644 --- a/go.sum +++ b/go.sum @@ -2,93 +2,121 @@ bitbucket.org/bertimus9/systemstat v0.0.0-20180207000608-0eeff89b0690/go.mod h1: cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= -github.com/Azure/azure-sdk-for-go v35.0.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc= +cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= +cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc= +cloud.google.com/go 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h1:so/NYdZXCz+E3ZpW0uAoCj6uzU2+8OWDFv/HxUSs7kI= From 459ebd57731b1ced469d563f45bf3dfea9b9b27d Mon Sep 17 00:00:00 2001 From: Gilad Zamoscinski Date: Wed, 15 Dec 2021 23:02:47 +0200 Subject: [PATCH 5/6] Add MIG devices support Signed-off-by: Gilad Zamoscinski --- main.go | 8 ++++- pkg/plugin/nvidia/mig-strategy.go | 2 +- pkg/plugin/nvidia/server.go | 53 ++++++++++++++++++++++++----- pkg/plugin/nvidia/utils.go | 56 +++++++++++++++++++++++-------- 4 files changed, 94 insertions(+), 25 deletions(-) diff --git a/main.go b/main.go index eb93815b3..78dbbd1d6 100644 --- a/main.go +++ b/main.go @@ -29,11 +29,17 @@ import ( "volcano.sh/k8s-device-plugin/pkg/filewatcher" "volcano.sh/k8s-device-plugin/pkg/plugin" "volcano.sh/k8s-device-plugin/pkg/plugin/nvidia" + "github.com/NVIDIA/go-gpuallocator/gpuallocator" ) func getAllPlugins() []plugin.DevicePlugin { return []plugin.DevicePlugin{ - nvidia.NewNvidiaDevicePlugin(), + nvidia.NewNvidiaDevicePlugin( + nvidia.VolcanoGPUResource, + nvidia.NewGpuDeviceManager(false), + nvidia.VisibleDevice, + gpuallocator.Policy(nil), + pluginapi.DevicePluginPath + "volcano.sock"), } } diff --git a/pkg/plugin/nvidia/mig-strategy.go b/pkg/plugin/nvidia/mig-strategy.go index 195d589a5..05822c3d0 100644 --- a/pkg/plugin/nvidia/mig-strategy.go +++ b/pkg/plugin/nvidia/mig-strategy.go @@ -14,7 +14,7 @@ * limitations under the License. */ -package main +package nvidia import ( "fmt" diff --git a/pkg/plugin/nvidia/server.go b/pkg/plugin/nvidia/server.go index abe006335..5ef325344 100644 --- a/pkg/plugin/nvidia/server.go +++ b/pkg/plugin/nvidia/server.go @@ -27,6 +27,7 @@ import ( "time" "github.com/NVIDIA/gpu-monitoring-tools/bindings/go/nvml" + "github.com/NVIDIA/go-gpuallocator/gpuallocator" v1 "k8s.io/api/core/v1" "k8s.io/klog" @@ -41,10 +42,12 @@ type NvidiaDevicePlugin struct { socket string server *grpc.Server + deviceListEnvvar string + allocatePolicy gpuallocator.Policy // Physical gpu card physicalDevices []*Device health chan *Device - stop chan struct{} + stop chan interface{} // Virtual devices virtualDevices []*pluginapi.Device @@ -54,7 +57,7 @@ type NvidiaDevicePlugin struct { } // NewNvidiaDevicePlugin returns an initialized NvidiaDevicePlugin -func NewNvidiaDevicePlugin() *NvidiaDevicePlugin { +func NewNvidiaDevicePlugin(resourceName string, resourceManager ResourceManager, deviceListEnvvar string, allocatePolicy gpuallocator.Policy, socket string) *NvidiaDevicePlugin { log.Println("Loading NVML") if err := nvml.Init(); err != nil { log.Printf("Failed to initialize NVML: %s.", err) @@ -69,9 +72,11 @@ func NewNvidiaDevicePlugin() *NvidiaDevicePlugin { } return &NvidiaDevicePlugin{ - ResourceManager: NewGpuDeviceManager(), - resourceName: VolcanoGPUResource, - socket: pluginapi.DevicePluginPath + "volcano.sock", + ResourceManager: resourceManager, + deviceListEnvvar: deviceListEnvvar, + resourceName: resourceName, + socket: socket, + allocatePolicy: allocatePolicy, kubeInteractor: ki, // These will be reinitialized every @@ -89,7 +94,7 @@ func (m *NvidiaDevicePlugin) initialize() { m.physicalDevices = m.Devices() m.server = grpc.NewServer([]grpc.ServerOption{}...) m.health = make(chan *Device) - m.stop = make(chan struct{}) + m.stop = make(chan interface{}) m.virtualDevices, m.devicesByIndex = GetDevices() } @@ -122,7 +127,7 @@ func (m *NvidiaDevicePlugin) Name() string { func (m *NvidiaDevicePlugin) Start() error { m.initialize() // must be called after initialize - if err := m.kubeInteractor.PatchGPUResourceOnNode(len(m.physicalDevices)); err != nil { + if err := m.kubeInteractor.PatchGPUResourceOnNode(len(m.devicesByIndex)); err != nil { log.Printf("failed to patch gpu resource: %v", err) m.cleanup() return fmt.Errorf("failed to patch gpu resource: %v", err) @@ -314,7 +319,7 @@ Allocate: klog.Warningf("Failed to get the gpu id for pod %s/%s", candidatePod.Namespace, candidatePod.Name) return nil, fmt.Errorf("failed to find gpu id") } - _, exist := m.GetDeviceNameByIndex(uint(id)) + deviceName, exist := m.GetDeviceNameByIndex(uint(id)) if !exist { klog.Warningf("Failed to find the dev for pod %s/%s because it's not able to find dev with index %d", candidatePod.Namespace, candidatePod.Name, id) @@ -325,7 +330,7 @@ Allocate: reqGPU := len(req.DevicesIDs) response := pluginapi.ContainerAllocateResponse{ Envs: map[string]string{ - VisibleDevice: fmt.Sprintf("%d", id), + VisibleDevice: fmt.Sprintf("%s", deviceName), AllocatedGPUResource: fmt.Sprintf("%d", reqGPU), TotalGPUResource: fmt.Sprintf("%d", gpuMemory), }, @@ -362,3 +367,33 @@ func (m *NvidiaDevicePlugin) dial(unixSocketPath string, timeout time.Duration) return c, nil } + +// GetPreferredAllocation returns the preferred allocation from the set of devices specified in the request +func (m *NvidiaDevicePlugin) GetPreferredAllocation(ctx context.Context, r *pluginapi.PreferredAllocationRequest) (*pluginapi.PreferredAllocationResponse, error) { + response := &pluginapi.PreferredAllocationResponse{} + for _, req := range r.ContainerRequests { + available, err := gpuallocator.NewDevicesFrom(req.AvailableDeviceIDs) + if err != nil { + return nil, fmt.Errorf("Unable to retrieve list of available devices: %v", err) + } + + required, err := gpuallocator.NewDevicesFrom(req.MustIncludeDeviceIDs) + if err != nil { + return nil, fmt.Errorf("Unable to retrieve list of required devices: %v", err) + } + + allocated := m.allocatePolicy.Allocate(available, required, int(req.AllocationSize)) + + var deviceIds []string + for _, device := range allocated { + deviceIds = append(deviceIds, device.UUID) + } + + resp := &pluginapi.ContainerPreferredAllocationResponse{ + DeviceIDs: deviceIds, + } + + response.ContainerResponses = append(response.ContainerResponses, resp) + } + return response, nil +} diff --git a/pkg/plugin/nvidia/utils.go b/pkg/plugin/nvidia/utils.go index c50d08c84..d97ae43df 100644 --- a/pkg/plugin/nvidia/utils.go +++ b/pkg/plugin/nvidia/utils.go @@ -63,6 +63,8 @@ func GenerateVirtualDeviceID(id uint, fakeCounter uint) string { func SetGPUMemory(raw uint) { v := raw + // TODO Add cli flag for units + v = uint(math.Floor(float64(raw) / 100.0)) gpuMemory = v log.Infof("set gpu memory: %d", gpuMemory) } @@ -81,23 +83,49 @@ func GetDevices() ([]*pluginapi.Device, map[uint]string) { for i := uint(0); i < n; i++ { d, err := nvml.NewDevice(i) check(err) - var id uint - _, err = fmt.Sscanf(d.Path, "/dev/nvidia%d", &id) + migEnabled, err := d.IsMigEnabled() check(err) - deviceByIndex[id] = d.UUID - // TODO: Do we assume all cards are of same capacity - if GetGPUMemory() == uint(0) { - SetGPUMemory(uint(*d.Memory)) - } - for j := uint(0); j < GetGPUMemory(); j++ { - fakeID := GenerateVirtualDeviceID(id, j) - virtualDevs = append(virtualDevs, &pluginapi.Device{ - ID: fakeID, - Health: pluginapi.Healthy, - }) + + var id uint + // TODO: Support only MigStrategySingle + if migEnabled { + migs, err := d.GetMigDevices() + check(err) + for j, mig := range migs { + // TODO: explain formula (based on device and mig numbers) + id = i*uint(2) + i + uint(j) + deviceByIndex[id] = mig.UUID + if GetGPUMemory() == uint(0) { + SetGPUMemory(uint(*mig.Memory)) + } + for j := uint(0); j < GetGPUMemory(); j++ { + fakeID := GenerateVirtualDeviceID(id, j) + virtualDevs = append(virtualDevs, &pluginapi.Device{ + ID: fakeID, + Health: pluginapi.Healthy, + }) + } + + } + + } else { + + _, err = fmt.Sscanf(d.Path, "/dev/nvidia%d", &id) + check(err) + deviceByIndex[id] = d.UUID + // TODO: Do we assume all cards are of same capacity + if GetGPUMemory() == uint(0) { + SetGPUMemory(uint(*d.Memory)) + } + for j := uint(0); j < GetGPUMemory(); j++ { + fakeID := GenerateVirtualDeviceID(id, j) + virtualDevs = append(virtualDevs, &pluginapi.Device{ + ID: fakeID, + Health: pluginapi.Healthy, + }) + } } } - return virtualDevs, deviceByIndex } From 45d6920a5b2bf06f45443f47e17b375c44ec8be1 Mon Sep 17 00:00:00 2001 From: Gilad Zamoscinski Date: Thu, 16 Dec 2021 11:35:55 +0200 Subject: [PATCH 6/6] generalize mig id generator to any number of mig devices per card Signed-off-by: Gilad Zamoscinski --- pkg/plugin/nvidia/utils.go | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pkg/plugin/nvidia/utils.go b/pkg/plugin/nvidia/utils.go index d97ae43df..723470dc8 100644 --- a/pkg/plugin/nvidia/utils.go +++ b/pkg/plugin/nvidia/utils.go @@ -92,8 +92,8 @@ func GetDevices() ([]*pluginapi.Device, map[uint]string) { migs, err := d.GetMigDevices() check(err) for j, mig := range migs { - // TODO: explain formula (based on device and mig numbers) - id = i*uint(2) + i + uint(j) + // TODO: explain formula (based on device and mig numbers) i = device index, j = mig index + id = i * uint(len(migs)) + uint(j) deviceByIndex[id] = mig.UUID if GetGPUMemory() == uint(0) { SetGPUMemory(uint(*mig.Memory))