databricks-cli/bundle/python/warning_test.go

307 lines
8.1 KiB
Go

package python
import (
"context"
"testing"
"github.com/databricks/cli/bundle"
"github.com/databricks/cli/bundle/config"
"github.com/databricks/cli/bundle/config/resources"
"github.com/databricks/databricks-sdk-go/experimental/mocks"
"github.com/databricks/databricks-sdk-go/service/compute"
"github.com/databricks/databricks-sdk-go/service/jobs"
"github.com/stretchr/testify/mock"
"github.com/stretchr/testify/require"
)
func TestIncompatibleWheelTasksWithNewCluster(t *testing.T) {
b := &bundle.Bundle{
Config: config.Root{
Resources: config.Resources{
Jobs: map[string]*resources.Job{
"job1": {
JobSettings: &jobs.JobSettings{
Tasks: []jobs.Task{
{
TaskKey: "key1",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "12.2.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
{
TaskKey: "key2",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "13.1.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
},
},
},
},
},
},
}
require.True(t, hasIncompatibleWheelTasks(context.Background(), b))
}
func TestIncompatibleWheelTasksWithJobClusterKey(t *testing.T) {
b := &bundle.Bundle{
Config: config.Root{
Resources: config.Resources{
Jobs: map[string]*resources.Job{
"job1": {
JobSettings: &jobs.JobSettings{
JobClusters: []jobs.JobCluster{
{
JobClusterKey: "cluster1",
NewCluster: &compute.ClusterSpec{
SparkVersion: "12.2.x-scala2.12",
},
},
{
JobClusterKey: "cluster2",
NewCluster: &compute.ClusterSpec{
SparkVersion: "13.1.x-scala2.12",
},
},
},
Tasks: []jobs.Task{
{
TaskKey: "key1",
PythonWheelTask: &jobs.PythonWheelTask{},
JobClusterKey: "cluster1",
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
{
TaskKey: "key2",
PythonWheelTask: &jobs.PythonWheelTask{},
JobClusterKey: "cluster2",
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
},
},
},
},
},
},
}
require.True(t, hasIncompatibleWheelTasks(context.Background(), b))
diags := bundle.Apply(context.Background(), b, WrapperWarning())
require.ErrorContains(t, diags.Error(), "python wheel tasks with local libraries require compute with DBR 13.1+.")
}
func TestIncompatibleWheelTasksWithExistingClusterId(t *testing.T) {
b := &bundle.Bundle{
Config: config.Root{
Resources: config.Resources{
Jobs: map[string]*resources.Job{
"job1": {
JobSettings: &jobs.JobSettings{
Tasks: []jobs.Task{
{
TaskKey: "key1",
PythonWheelTask: &jobs.PythonWheelTask{},
ExistingClusterId: "test-key-1",
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
{
TaskKey: "key2",
PythonWheelTask: &jobs.PythonWheelTask{},
ExistingClusterId: "test-key-2",
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
},
},
},
},
},
},
}
m := mocks.NewMockWorkspaceClient(t)
b.SetWorkpaceClient(m.WorkspaceClient)
clustersApi := m.GetMockClustersAPI()
clustersApi.EXPECT().GetByClusterId(mock.Anything, "test-key-1").Return(&compute.ClusterDetails{
SparkVersion: "12.2.x-scala2.12",
}, nil)
require.True(t, hasIncompatibleWheelTasks(context.Background(), b))
}
func TestNoIncompatibleWheelTasks(t *testing.T) {
b := &bundle.Bundle{
Config: config.Root{
Resources: config.Resources{
Jobs: map[string]*resources.Job{
"job1": {
JobSettings: &jobs.JobSettings{
JobClusters: []jobs.JobCluster{
{
JobClusterKey: "cluster1",
NewCluster: &compute.ClusterSpec{
SparkVersion: "12.2.x-scala2.12",
},
},
{
JobClusterKey: "cluster2",
NewCluster: &compute.ClusterSpec{
SparkVersion: "13.1.x-scala2.12",
},
},
},
Tasks: []jobs.Task{
{
TaskKey: "key1",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "12.2.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "/Workspace/Users/me@me.com/dist/test.whl"},
},
},
{
TaskKey: "key2",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "13.3.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
{
TaskKey: "key3",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "12.2.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "dbfs:/dist/test.whl"},
},
},
{
TaskKey: "key4",
PythonWheelTask: &jobs.PythonWheelTask{},
JobClusterKey: "cluster1",
Libraries: []compute.Library{
{Whl: "/Workspace/Users/me@me.com/dist/test.whl"},
},
},
{
TaskKey: "key5",
PythonWheelTask: &jobs.PythonWheelTask{},
JobClusterKey: "cluster2",
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
{
TaskKey: "key6",
PythonWheelTask: &jobs.PythonWheelTask{},
ExistingClusterId: "test-key-2",
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
},
},
},
},
},
},
}
m := mocks.NewMockWorkspaceClient(t)
b.SetWorkpaceClient(m.WorkspaceClient)
clustersApi := m.GetMockClustersAPI()
clustersApi.EXPECT().GetByClusterId(mock.Anything, "test-key-2").Return(&compute.ClusterDetails{
SparkVersion: "13.2.x-scala2.12",
}, nil)
require.False(t, hasIncompatibleWheelTasks(context.Background(), b))
}
func TestNoWarningWhenPythonWheelWrapperIsOn(t *testing.T) {
b := &bundle.Bundle{
Config: config.Root{
Experimental: &config.Experimental{
PythonWheelWrapper: true,
},
Resources: config.Resources{
Jobs: map[string]*resources.Job{
"job1": {
JobSettings: &jobs.JobSettings{
Tasks: []jobs.Task{
{
TaskKey: "key1",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "12.2.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
{
TaskKey: "key2",
PythonWheelTask: &jobs.PythonWheelTask{},
NewCluster: &compute.ClusterSpec{
SparkVersion: "13.1.x-scala2.12",
},
Libraries: []compute.Library{
{Whl: "./dist/test.whl"},
},
},
},
},
},
},
},
},
}
diags := bundle.Apply(context.Background(), b, WrapperWarning())
require.NoError(t, diags.Error())
}
func TestSparkVersionLowerThanExpected(t *testing.T) {
testCases := map[string]bool{
"13.1.x-scala2.12": false,
"13.2.x-scala2.12": false,
"13.3.x-scala2.12": false,
"14.0.x-scala2.12": false,
"14.1.x-scala2.12": false,
"13.x-snapshot-scala-2.12": false,
"13.x-rc-scala-2.12": false,
"10.4.x-aarch64-photon-scala2.12": true,
"10.4.x-scala2.12": true,
"13.0.x-scala2.12": true,
"5.0.x-rc-gpu-ml-scala2.11": true,
}
for k, v := range testCases {
result := lowerThanExpectedVersion(context.Background(), k)
require.Equal(t, v, result, k)
}
}