nvidia-container-toolkit/internal/modifier/cdi.go

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/**
# Copyright (c) 2022, 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 modifier
import (
"fmt"
"strings"
"tags.cncf.io/container-device-interface/pkg/parser"
"github.com/NVIDIA/nvidia-container-toolkit/internal/config"
"github.com/NVIDIA/nvidia-container-toolkit/internal/config/image"
"github.com/NVIDIA/nvidia-container-toolkit/internal/logger"
"github.com/NVIDIA/nvidia-container-toolkit/internal/modifier/cdi"
"github.com/NVIDIA/nvidia-container-toolkit/internal/oci"
"github.com/NVIDIA/nvidia-container-toolkit/pkg/nvcdi"
"github.com/NVIDIA/nvidia-container-toolkit/pkg/nvcdi/spec"
)
// NewCDIModifier creates an OCI spec modifier that determines the modifications to make based on the
// CDI specifications available on the system. The NVIDIA_VISIBLE_DEVICES environment variable is
// used to select the devices to include.
func NewCDIModifier(logger logger.Interface, cfg *config.Config, ociSpec oci.Spec) (oci.SpecModifier, error) {
devices, err := getDevicesFromSpec(logger, ociSpec, cfg)
if err != nil {
return nil, fmt.Errorf("failed to get required devices from OCI specification: %v", err)
}
if len(devices) == 0 {
logger.Debugf("No devices requested; no modification required.")
return nil, nil
}
logger.Debugf("Creating CDI modifier for devices: %v", devices)
automaticDevices := filterAutomaticDevices(devices)
if len(automaticDevices) != len(devices) && len(automaticDevices) > 0 {
return nil, fmt.Errorf("requesting a CDI device with vendor 'runtime.nvidia.com' is not supported when requesting other CDI devices")
}
if len(automaticDevices) > 0 {
automaticModifier, err := newAutomaticCDISpecModifier(logger, cfg, automaticDevices)
if err == nil {
return automaticModifier, nil
}
logger.Warningf("Failed to create the automatic CDI modifier: %w", err)
logger.Debugf("Falling back to the standard CDI modifier")
}
return cdi.New(
cdi.WithLogger(logger),
cdi.WithDevices(devices...),
cdi.WithSpecDirs(cfg.NVIDIAContainerRuntimeConfig.Modes.CDI.SpecDirs...),
)
}
func getDevicesFromSpec(logger logger.Interface, ociSpec oci.Spec, cfg *config.Config) ([]string, error) {
rawSpec, err := ociSpec.Load()
if err != nil {
return nil, fmt.Errorf("failed to load OCI spec: %v", err)
}
annotationDevices, err := getAnnotationDevices(cfg.NVIDIAContainerRuntimeConfig.Modes.CDI.AnnotationPrefixes, rawSpec.Annotations)
if err != nil {
return nil, fmt.Errorf("failed to parse container annotations: %v", err)
}
if len(annotationDevices) > 0 {
return annotationDevices, nil
}
container, err := image.NewCUDAImageFromSpec(rawSpec)
if err != nil {
return nil, err
}
if cfg.AcceptDeviceListAsVolumeMounts {
mountDevices := container.CDIDevicesFromMounts()
if len(mountDevices) > 0 {
return mountDevices, nil
}
}
envDevices := container.DevicesFromEnvvars(visibleDevicesEnvvar)
var devices []string
seen := make(map[string]bool)
for _, name := range envDevices.List() {
if !parser.IsQualifiedName(name) {
name = fmt.Sprintf("%s=%s", cfg.NVIDIAContainerRuntimeConfig.Modes.CDI.DefaultKind, name)
}
if seen[name] {
logger.Debugf("Ignoring duplicate device %q", name)
continue
}
devices = append(devices, name)
}
if len(devices) == 0 {
return nil, nil
}
if cfg.AcceptEnvvarUnprivileged || image.IsPrivileged(rawSpec) {
return devices, nil
}
logger.Warningf("Ignoring devices specified in NVIDIA_VISIBLE_DEVICES: %v", devices)
return nil, nil
}
// getAnnotationDevices returns a list of devices specified in the annotations.
// Keys starting with the specified prefixes are considered and expected to contain a comma-separated list of
// fully-qualified CDI devices names. If any device name is not fully-quality an error is returned.
// The list of returned devices is deduplicated.
func getAnnotationDevices(prefixes []string, annotations map[string]string) ([]string, error) {
devicesByKey := make(map[string][]string)
for key, value := range annotations {
for _, prefix := range prefixes {
if strings.HasPrefix(key, prefix) {
devicesByKey[key] = strings.Split(value, ",")
}
}
}
seen := make(map[string]bool)
var annotationDevices []string
for key, devices := range devicesByKey {
for _, device := range devices {
if !parser.IsQualifiedName(device) {
return nil, fmt.Errorf("invalid device name %q in annotation %q", device, key)
}
if seen[device] {
continue
}
annotationDevices = append(annotationDevices, device)
seen[device] = true
}
}
return annotationDevices, nil
}
// filterAutomaticDevices searches for "automatic" device names in the input slice.
// "Automatic" devices are a well-defined list of CDI device names which, when requested,
// trigger the generation of a CDI spec at runtime. This removes the need to generate a
// CDI spec on the system a-priori as well as keep it up-to-date.
func filterAutomaticDevices(devices []string) []string {
var automatic []string
for _, device := range devices {
vendor, class, _ := parser.ParseDevice(device)
if vendor == "runtime.nvidia.com" && class == "gpu" {
automatic = append(automatic, device)
}
}
return automatic
}
func newAutomaticCDISpecModifier(logger logger.Interface, cfg *config.Config, devices []string) (oci.SpecModifier, error) {
logger.Debugf("Generating in-memory CDI specs for devices %v", devices)
spec, err := generateAutomaticCDISpec(logger, cfg, devices)
if err != nil {
return nil, fmt.Errorf("failed to generate CDI spec: %w", err)
}
cdiModifier, err := cdi.New(
cdi.WithLogger(logger),
cdi.WithSpec(spec.Raw()),
)
if err != nil {
return nil, fmt.Errorf("failed to construct CDI modifier: %w", err)
}
return cdiModifier, nil
}
func generateAutomaticCDISpec(logger logger.Interface, cfg *config.Config, devices []string) (spec.Interface, error) {
cdilib, err := nvcdi.New(
nvcdi.WithLogger(logger),
nvcdi.WithNVIDIACDIHookPath(cfg.NVIDIACTKConfig.Path),
nvcdi.WithDriverRoot(cfg.NVIDIAContainerCLIConfig.Root),
nvcdi.WithVendor("runtime.nvidia.com"),
nvcdi.WithClass("gpu"),
)
if err != nil {
return nil, fmt.Errorf("failed to construct CDI library: %w", err)
}
identifiers := []string{}
for _, device := range devices {
_, _, id := parser.ParseDevice(device)
identifiers = append(identifiers, id)
}
deviceSpecs, err := cdilib.GetDeviceSpecsByID(identifiers...)
if err != nil {
return nil, fmt.Errorf("failed to get CDI device specs: %w", err)
}
commonEdits, err := cdilib.GetCommonEdits()
if err != nil {
return nil, fmt.Errorf("failed to get common CDI spec edits: %w", err)
}
return spec.New(
spec.WithDeviceSpecs(deviceSpecs),
spec.WithEdits(*commonEdits.ContainerEdits),
spec.WithVendor("runtime.nvidia.com"),
spec.WithClass("gpu"),
)
}