/* Copyright 2020 Docker Compose CLI authors 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 ecs import ( "fmt" "math" "strconv" "github.com/compose-spec/compose-go/types" "github.com/docker/go-units" ) type machine struct { id string cpus float64 memory types.UnitBytes gpus int64 } type family []machine var gpufamily = family{ { id: "g4dn.xlarge", cpus: 4, memory: 16 * units.GiB, gpus: 1, }, { id: "g4dn.2xlarge", cpus: 8, memory: 32 * units.GiB, gpus: 1, }, { id: "g4dn.4xlarge", cpus: 16, memory: 64 * units.GiB, gpus: 1, }, { id: "g4dn.8xlarge", cpus: 32, memory: 128 * units.GiB, gpus: 1, }, { id: "g4dn.12xlarge", cpus: 48, memory: 192 * units.GiB, gpus: 4, }, { id: "g4dn.16xlarge", cpus: 64, memory: 256 * units.GiB, gpus: 1, }, { id: "g4dn.metal", cpus: 96, memory: 384 * units.GiB, gpus: 8, }, } type filterFn func(machine) bool func (f family) filter(fn filterFn) family { var filtered family for _, machine := range f { if fn(machine) { filtered = append(filtered, machine) } } return filtered } func (f family) firstOrError(msg string, args ...interface{}) (machine, error) { if len(f) == 0 { return machine{}, fmt.Errorf(msg, args...) } return f[0], nil } func guessMachineType(project *types.Project) (string, error) { // we select a machine type to match all gpus-bound services requirements // once https://github.com/aws/containers-roadmap/issues/631 is implemented we can define dedicated CapacityProviders per service. requirements, err := getResourceRequirements(project) if err != nil { return "", err } instanceType, err := gpufamily. filter(func(m machine) bool { return m.memory > requirements.memory // actual memory available for ECS tasks < total machine memory }). filter(func(m machine) bool { return m.cpus >= requirements.cpus }). filter(func(m machine) bool { return m.gpus >= requirements.gpus }). firstOrError("none of the Amazon EC2 G4 instance types meet the requirements for memory:%d cpu:%f gpus:%d", requirements.memory, requirements.cpus, requirements.gpus) if err != nil { return "", err } return instanceType.id, nil } type resourceRequirements struct { memory types.UnitBytes cpus float64 gpus int64 } func getResourceRequirements(project *types.Project) (*resourceRequirements, error) { return toResourceRequirementsSlice(project). filter(func(requirements *resourceRequirements) bool { return requirements != nil && requirements.gpus != 0 }). max() } type eitherRequirementsOrError struct { requirements []*resourceRequirements err error } func toResourceRequirementsSlice(project *types.Project) eitherRequirementsOrError { var requirements []*resourceRequirements for _, service := range project.Services { r, err := toResourceRequirements(service) if err != nil { return eitherRequirementsOrError{nil, err} } requirements = append(requirements, r) } return eitherRequirementsOrError{requirements, nil} } func (r eitherRequirementsOrError) filter(fn func(*resourceRequirements) bool) eitherRequirementsOrError { if r.err != nil { return r } var requirements []*resourceRequirements for _, req := range r.requirements { if fn(req) { requirements = append(requirements, req) } } return eitherRequirementsOrError{requirements, nil} } func toResourceRequirements(service types.ServiceConfig) (*resourceRequirements, error) { if service.Deploy == nil { return nil, nil } reservations := service.Deploy.Resources.Reservations if reservations == nil { return nil, nil } var requiredGPUs int64 for _, r := range reservations.GenericResources { if r.DiscreteResourceSpec.Kind == "gpus" { requiredGPUs = r.DiscreteResourceSpec.Value break } } for _, r := range reservations.Devices { requiresGpus := false for _, c := range r.Capabilities { if c == "gpu" { requiresGpus = true break } } if requiresGpus { requiredGPUs = r.Count if requiredGPUs <= 0 { requiredGPUs = 1 } break } } var nanocpu float64 if reservations.NanoCPUs != "" { v, err := strconv.ParseFloat(reservations.NanoCPUs, 64) if err != nil { return nil, err } nanocpu = v } return &resourceRequirements{ memory: reservations.MemoryBytes, cpus: nanocpu, gpus: requiredGPUs, }, nil } func (r resourceRequirements) combine(o *resourceRequirements) resourceRequirements { if o == nil { return r } return resourceRequirements{ memory: maxUnitBytes(r.memory, o.memory), cpus: math.Max(r.cpus, o.cpus), gpus: maxInt64(r.gpus, o.gpus), } } func (r eitherRequirementsOrError) max() (*resourceRequirements, error) { if r.err != nil { return nil, r.err } min := resourceRequirements{} for _, req := range r.requirements { min = min.combine(req) } return &min, nil } func maxInt64(a, b int64) int64 { if a > b { return a } return b } func maxUnitBytes(a, b types.UnitBytes) types.UnitBytes { if a > b { return a } return b }