mirror of https://github.com/databricks/cli.git
Merge df0a98066a into 72dde793d8
This commit is contained in:
shreyas-goenka
GitHub
commit
5d1c160822
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|
@ -0,0 +1,174 @@
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package validate
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import (
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"context"
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"fmt"
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"strings"
|
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|
||||
"github.com/databricks/cli/bundle"
|
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"github.com/databricks/cli/libs/diag"
|
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"github.com/databricks/cli/libs/dyn"
|
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"github.com/databricks/databricks-sdk-go/service/compute"
|
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"github.com/databricks/databricks-sdk-go/service/pipelines"
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)
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|
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// Validates that any single node clusters defined in the bundle are correctly configured.
|
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func SingleNodeCluster() bundle.ReadOnlyMutator {
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return &singleNodeCluster{}
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}
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|
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type singleNodeCluster struct{}
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|
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func (m *singleNodeCluster) Name() string {
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return "validate:SingleNodeCluster"
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}
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|
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const singleNodeWarningDetail = `num_workers should be 0 only for single-node clusters. To create a
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valid single node cluster please ensure that the following properties
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are correctly set in the cluster specification:
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spark_conf:
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spark.databricks.cluster.profile: singleNode
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spark.master: local[*]
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custom_tags:
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ResourceClass: SingleNode
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`
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const singleNodeWarningSummary = `Single node cluster is not correctly configured`
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|
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func validateSingleNodeCluster(spec *compute.ClusterSpec, l []dyn.Location, p dyn.Path) *diag.Diagnostic {
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if spec == nil {
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return nil
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}
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|
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if spec.NumWorkers > 0 || spec.Autoscale != nil {
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return nil
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}
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|
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if spec.PolicyId != "" {
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return nil
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}
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|
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invalidSingleNodeWarning := &diag.Diagnostic{
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Severity: diag.Warning,
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Summary: singleNodeWarningSummary,
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Detail: singleNodeWarningDetail,
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Locations: l,
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Paths: []dyn.Path{p},
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}
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profile, ok := spec.SparkConf["spark.databricks.cluster.profile"]
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if !ok {
|
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return invalidSingleNodeWarning
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}
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master, ok := spec.SparkConf["spark.master"]
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if !ok {
|
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return invalidSingleNodeWarning
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}
|
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resourceClass, ok := spec.CustomTags["ResourceClass"]
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if !ok {
|
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return invalidSingleNodeWarning
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}
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|
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if profile == "singleNode" && strings.HasPrefix(master, "local") && resourceClass == "SingleNode" {
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return nil
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}
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|
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return invalidSingleNodeWarning
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}
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|
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func validateSingleNodePipelineCluster(spec pipelines.PipelineCluster, l []dyn.Location, p dyn.Path) *diag.Diagnostic {
|
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if spec.NumWorkers > 0 || spec.Autoscale != nil {
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return nil
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}
|
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|
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if spec.PolicyId != "" {
|
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return nil
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}
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|
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invalidSingleNodeWarning := &diag.Diagnostic{
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Severity: diag.Warning,
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Summary: singleNodeWarningSummary,
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Detail: singleNodeWarningDetail,
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Locations: l,
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Paths: []dyn.Path{p},
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}
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profile, ok := spec.SparkConf["spark.databricks.cluster.profile"]
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if !ok {
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return invalidSingleNodeWarning
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}
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master, ok := spec.SparkConf["spark.master"]
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if !ok {
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return invalidSingleNodeWarning
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}
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resourceClass, ok := spec.CustomTags["ResourceClass"]
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if !ok {
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return invalidSingleNodeWarning
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}
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|
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if profile == "singleNode" && strings.HasPrefix(master, "local") && resourceClass == "SingleNode" {
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return nil
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}
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|
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return invalidSingleNodeWarning
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}
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|
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func (m *singleNodeCluster) Apply(ctx context.Context, rb bundle.ReadOnlyBundle) diag.Diagnostics {
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diags := diag.Diagnostics{}
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// Interactive clusters
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for k, r := range rb.Config().Resources.Clusters {
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p := dyn.NewPath(dyn.Key("resources"), dyn.Key("clusters"), dyn.Key(k))
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l := rb.Config().GetLocations("resources.clusters." + k)
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d := validateSingleNodeCluster(r.ClusterSpec, l, p)
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if d != nil {
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diags = append(diags, *d)
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}
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}
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|
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// Job clusters
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for jobK, jobV := range rb.Config().Resources.Jobs {
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for i, clusterV := range jobV.JobSettings.JobClusters {
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p := dyn.NewPath(dyn.Key("resources"), dyn.Key("jobs"), dyn.Key(jobK), dyn.Key("job_clusters"), dyn.Index(i))
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l := rb.Config().GetLocations(fmt.Sprintf("resources.jobs.%s.job_clusters[%d]", jobK, i))
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d := validateSingleNodeCluster(&clusterV.NewCluster, l, p)
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if d != nil {
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diags = append(diags, *d)
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}
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}
|
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}
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|
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// Job task clusters
|
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for jobK, jobV := range rb.Config().Resources.Jobs {
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for i, taskV := range jobV.JobSettings.Tasks {
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if taskV.NewCluster == nil {
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continue
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}
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p := dyn.NewPath(dyn.Key("resources"), dyn.Key("jobs"), dyn.Key(jobK), dyn.Key("tasks"), dyn.Index(i), dyn.Key("new_cluster"))
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l := rb.Config().GetLocations(fmt.Sprintf("resources.jobs.%s.tasks[%d].new_cluster", jobK, i))
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d := validateSingleNodeCluster(taskV.NewCluster, l, p)
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if d != nil {
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diags = append(diags, *d)
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}
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}
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}
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// Pipeline clusters
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for pipelineK, pipelineV := range rb.Config().Resources.Pipelines {
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for i, clusterV := range pipelineV.PipelineSpec.Clusters {
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p := dyn.NewPath(dyn.Key("resources"), dyn.Key("pipelines"), dyn.Key(pipelineK), dyn.Key("clusters"), dyn.Index(i))
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l := rb.Config().GetLocations(fmt.Sprintf("resources.pipelines.%s.clusters[%d]", pipelineK, i))
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d := validateSingleNodePipelineCluster(clusterV, l, p)
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if d != nil {
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diags = append(diags, *d)
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}
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}
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}
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return diags
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}
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@ -0,0 +1,470 @@
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package validate
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import (
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"context"
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"testing"
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|
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"github.com/databricks/cli/bundle"
|
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"github.com/databricks/cli/bundle/config"
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"github.com/databricks/cli/bundle/config/resources"
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"github.com/databricks/cli/bundle/internal/bundletest"
|
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"github.com/databricks/cli/libs/diag"
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"github.com/databricks/cli/libs/dyn"
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"github.com/databricks/databricks-sdk-go/service/compute"
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"github.com/databricks/databricks-sdk-go/service/jobs"
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"github.com/databricks/databricks-sdk-go/service/pipelines"
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"github.com/stretchr/testify/assert"
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)
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func TestValidateSingleNodeClusterFail(t *testing.T) {
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failCases := []struct {
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name string
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spec *compute.ClusterSpec
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}{
|
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{
|
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name: "no tags or conf",
|
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spec: &compute.ClusterSpec{
|
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ClusterName: "foo",
|
||||
},
|
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},
|
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{
|
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name: "no tags",
|
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spec: &compute.ClusterSpec{
|
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SparkConf: map[string]string{
|
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"spark.databricks.cluster.profile": "singleNode",
|
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"spark.master": "local[*]",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "no conf",
|
||||
spec: &compute.ClusterSpec{
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "invalid spark cluster profile",
|
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spec: &compute.ClusterSpec{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "invalid",
|
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"spark.master": "local[*]",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
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name: "invalid spark.master",
|
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spec: &compute.ClusterSpec{
|
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SparkConf: map[string]string{
|
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"spark.databricks.cluster.profile": "singleNode",
|
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"spark.master": "invalid",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
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name: "invalid tags",
|
||||
spec: &compute.ClusterSpec{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "singleNode",
|
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"spark.master": "local[*]",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "invalid",
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
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|
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ctx := context.Background()
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|
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// Test interactive clusters.
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for _, tc := range failCases {
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t.Run("interactive_"+tc.name, func(t *testing.T) {
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b := &bundle.Bundle{
|
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Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Clusters: map[string]*resources.Cluster{
|
||||
"foo": {
|
||||
ClusterSpec: tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
bundletest.SetLocation(b, "resources.clusters.foo", []dyn.Location{{File: "a.yml", Line: 1, Column: 1}})
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||||
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diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
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assert.Equal(t, diag.Diagnostics{
|
||||
{
|
||||
Severity: diag.Warning,
|
||||
Summary: singleNodeWarningSummary,
|
||||
Detail: singleNodeWarningDetail,
|
||||
Locations: []dyn.Location{{File: "a.yml", Line: 1, Column: 1}},
|
||||
Paths: []dyn.Path{dyn.NewPath(dyn.Key("resources"), dyn.Key("clusters"), dyn.Key("foo"))},
|
||||
},
|
||||
}, diags)
|
||||
})
|
||||
}
|
||||
|
||||
// Test new job clusters.
|
||||
for _, tc := range failCases {
|
||||
t.Run("job_"+tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Jobs: map[string]*resources.Job{
|
||||
"foo": {
|
||||
JobSettings: &jobs.JobSettings{
|
||||
JobClusters: []jobs.JobCluster{
|
||||
{
|
||||
NewCluster: *tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
bundletest.SetLocation(b, "resources.jobs.foo.job_clusters[0]", []dyn.Location{{File: "b.yml", Line: 1, Column: 1}})
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Equal(t, diag.Diagnostics{
|
||||
{
|
||||
Severity: diag.Warning,
|
||||
Summary: singleNodeWarningSummary,
|
||||
Detail: singleNodeWarningDetail,
|
||||
Locations: []dyn.Location{{File: "b.yml", Line: 1, Column: 1}},
|
||||
Paths: []dyn.Path{dyn.MustPathFromString("resources.jobs.foo.job_clusters[0]")},
|
||||
},
|
||||
}, diags)
|
||||
|
||||
})
|
||||
}
|
||||
|
||||
// Test job task clusters.
|
||||
for _, tc := range failCases {
|
||||
t.Run("task_"+tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Jobs: map[string]*resources.Job{
|
||||
"foo": {
|
||||
JobSettings: &jobs.JobSettings{
|
||||
Tasks: []jobs.Task{
|
||||
{
|
||||
NewCluster: tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
bundletest.SetLocation(b, "resources.jobs.foo.tasks[0]", []dyn.Location{{File: "c.yml", Line: 1, Column: 1}})
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Equal(t, diag.Diagnostics{
|
||||
{
|
||||
Severity: diag.Warning,
|
||||
Summary: singleNodeWarningSummary,
|
||||
Detail: singleNodeWarningDetail,
|
||||
Locations: []dyn.Location{{File: "c.yml", Line: 1, Column: 1}},
|
||||
Paths: []dyn.Path{dyn.MustPathFromString("resources.jobs.foo.tasks[0].new_cluster")},
|
||||
},
|
||||
}, diags)
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestValidateSingleNodeClusterPass(t *testing.T) {
|
||||
passCases := []struct {
|
||||
name string
|
||||
spec *compute.ClusterSpec
|
||||
}{
|
||||
{
|
||||
name: "single node cluster",
|
||||
spec: &compute.ClusterSpec{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "singleNode",
|
||||
"spark.master": "local[*]",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "num workers is not zero",
|
||||
spec: &compute.ClusterSpec{
|
||||
NumWorkers: 1,
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "autoscale is not nil",
|
||||
spec: &compute.ClusterSpec{
|
||||
Autoscale: &compute.AutoScale{
|
||||
MinWorkers: 1,
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "policy id is not empty",
|
||||
spec: &compute.ClusterSpec{
|
||||
PolicyId: "policy-abc",
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
ctx := context.Background()
|
||||
|
||||
// Test interactive clusters.
|
||||
for _, tc := range passCases {
|
||||
t.Run("interactive_"+tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Clusters: map[string]*resources.Cluster{
|
||||
"foo": {
|
||||
ClusterSpec: tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Empty(t, diags)
|
||||
})
|
||||
}
|
||||
|
||||
// Test new job clusters.
|
||||
for _, tc := range passCases {
|
||||
t.Run("job_"+tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Jobs: map[string]*resources.Job{
|
||||
"foo": {
|
||||
JobSettings: &jobs.JobSettings{
|
||||
JobClusters: []jobs.JobCluster{
|
||||
{
|
||||
NewCluster: *tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Empty(t, diags)
|
||||
})
|
||||
}
|
||||
|
||||
// Test job task clusters.
|
||||
for _, tc := range passCases {
|
||||
t.Run("task_"+tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Jobs: map[string]*resources.Job{
|
||||
"foo": {
|
||||
JobSettings: &jobs.JobSettings{
|
||||
Tasks: []jobs.Task{
|
||||
{
|
||||
NewCluster: tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Empty(t, diags)
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestValidateSingleNodePipelineClustersFail(t *testing.T) {
|
||||
failCases := []struct {
|
||||
name string
|
||||
spec pipelines.PipelineCluster
|
||||
}{
|
||||
{
|
||||
name: "no tags or conf",
|
||||
spec: pipelines.PipelineCluster{
|
||||
DriverInstancePoolId: "abcd",
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "no tags",
|
||||
spec: pipelines.PipelineCluster{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "singleNode",
|
||||
"spark.master": "local[*]",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "no conf",
|
||||
spec: pipelines.PipelineCluster{
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "invalid spark cluster profile",
|
||||
spec: pipelines.PipelineCluster{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "invalid",
|
||||
"spark.master": "local[*]",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "invalid spark.master",
|
||||
spec: pipelines.PipelineCluster{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "singleNode",
|
||||
"spark.master": "invalid",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "invalid tags",
|
||||
spec: pipelines.PipelineCluster{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "singleNode",
|
||||
"spark.master": "local[*]",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "invalid",
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
ctx := context.Background()
|
||||
|
||||
for _, tc := range failCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Pipelines: map[string]*resources.Pipeline{
|
||||
"foo": {
|
||||
PipelineSpec: &pipelines.PipelineSpec{
|
||||
Clusters: []pipelines.PipelineCluster{
|
||||
tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
bundletest.SetLocation(b, "resources.pipelines.foo.clusters[0]", []dyn.Location{{File: "d.yml", Line: 1, Column: 1}})
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Equal(t, diag.Diagnostics{
|
||||
{
|
||||
Severity: diag.Warning,
|
||||
Summary: singleNodeWarningSummary,
|
||||
Detail: singleNodeWarningDetail,
|
||||
Locations: []dyn.Location{{File: "d.yml", Line: 1, Column: 1}},
|
||||
Paths: []dyn.Path{dyn.MustPathFromString("resources.pipelines.foo.clusters[0]")},
|
||||
},
|
||||
}, diags)
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestValidateSingleNodePipelineClustersPass(t *testing.T) {
|
||||
passCases := []struct {
|
||||
name string
|
||||
spec pipelines.PipelineCluster
|
||||
}{
|
||||
{
|
||||
name: "single node cluster",
|
||||
spec: pipelines.PipelineCluster{
|
||||
SparkConf: map[string]string{
|
||||
"spark.databricks.cluster.profile": "singleNode",
|
||||
"spark.master": "local[*]",
|
||||
},
|
||||
CustomTags: map[string]string{
|
||||
"ResourceClass": "SingleNode",
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "num workers is not zero",
|
||||
spec: pipelines.PipelineCluster{
|
||||
NumWorkers: 1,
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "autoscale is not nil",
|
||||
spec: pipelines.PipelineCluster{
|
||||
Autoscale: &pipelines.PipelineClusterAutoscale{
|
||||
MaxWorkers: 3,
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "policy id is not empty",
|
||||
spec: pipelines.PipelineCluster{
|
||||
PolicyId: "policy-abc",
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
ctx := context.Background()
|
||||
|
||||
for _, tc := range passCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
b := &bundle.Bundle{
|
||||
Config: config.Root{
|
||||
Resources: config.Resources{
|
||||
Pipelines: map[string]*resources.Pipeline{
|
||||
"foo": {
|
||||
PipelineSpec: &pipelines.PipelineSpec{
|
||||
Clusters: []pipelines.PipelineCluster{
|
||||
tc.spec,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
diags := bundle.ApplyReadOnly(ctx, bundle.ReadOnly(b), SingleNodeCluster())
|
||||
assert.Empty(t, diags)
|
||||
})
|
||||
}
|
||||
}
|
||||
|
|
@ -36,6 +36,7 @@ func (v *validate) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnostics
|
|||
ValidateSyncPatterns(),
|
||||
JobTaskClusterSpec(),
|
||||
ValidateFolderPermissions(),
|
||||
SingleNodeCluster(),
|
||||
))
|
||||
}
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue