compose/ecs/gpu_test.go

116 lines
2.8 KiB
Go

/*
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 (
"testing"
)
func TestGuessMachineType(t *testing.T) {
tests := []struct {
name string
yaml string
want string
wantErr bool
}{
{
name: "1-gpus",
yaml: `
services:
learning:
image: tensorflow/tensorflow:latest-gpus
deploy:
resources:
reservations:
generic_resources:
- discrete_resource_spec:
kind: gpus
value: 1
`,
want: "g4dn.xlarge",
wantErr: false,
},
{
name: "4-gpus",
yaml: `
services:
learning:
image: tensorflow/tensorflow:latest-gpus
deploy:
resources:
reservations:
generic_resources:
- discrete_resource_spec:
kind: gpus
value: 4
`,
want: "g4dn.12xlarge",
wantErr: false,
},
{
name: "1-gpus, high-memory",
yaml: `
services:
learning:
image: tensorflow/tensorflow:latest-gpus
deploy:
resources:
reservations:
memory: 300Gb
generic_resources:
- discrete_resource_spec:
kind: gpus
value: 2
`,
want: "g4dn.metal",
wantErr: false,
},
{
name: "1-gpus, high-cpu",
yaml: `
services:
learning:
image: tensorflow/tensorflow:latest-gpus
deploy:
resources:
reservations:
memory: 32Gb
cpus: "32"
generic_resources:
- discrete_resource_spec:
kind: gpus
value: 2
`,
want: "g4dn.12xlarge",
wantErr: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
project := loadConfig(t, tt.yaml)
got, err := guessMachineType(project)
if (err != nil) != tt.wantErr {
t.Errorf("guessMachineType() error = %v, wantErr %v", err, tt.wantErr)
return
}
if got != tt.want {
t.Errorf("guessMachineType() got = %v, want %v", got, tt.want)
}
})
}
}