databricks-cli/bundle/config/resources.go

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package config
import (
"context"
"fmt"
"github.com/databricks/cli/bundle/config/resources"
"github.com/databricks/databricks-sdk-go"
)
// Resources defines Databricks resources associated with the bundle.
type Resources struct {
Jobs map[string]*resources.Job `json:"jobs,omitempty"`
Pipelines map[string]*resources.Pipeline `json:"pipelines,omitempty"`
Models map[string]*resources.MlflowModel `json:"models,omitempty"`
Experiments map[string]*resources.MlflowExperiment `json:"experiments,omitempty"`
ModelServingEndpoints map[string]*resources.ModelServingEndpoint `json:"model_serving_endpoints,omitempty"`
RegisteredModels map[string]*resources.RegisteredModel `json:"registered_models,omitempty"`
QualityMonitors map[string]*resources.QualityMonitor `json:"quality_monitors,omitempty"`
Schemas map[string]*resources.Schema `json:"schemas,omitempty"`
Clusters map[string]*resources.Cluster `json:"clusters,omitempty"`
}
type ConfigResource interface {
// Function to assert if the resource exists in the workspace configured in
// the input workspace client.
Exists(ctx context.Context, w *databricks.WorkspaceClient, id string) (bool, error)
// Terraform equivalent name of the resource. For example "databricks_job"
// for jobs and "databricks_pipeline" for pipelines.
TerraformResourceName() string
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// GetName returns the in-product name of the resource.
GetName() string
// GetURL returns the URL of the resource.
GetURL() string
// InitializeURL initializes the URL field of the resource.
InitializeURL(urlPrefix string, urlSuffix string)
}
func (r *Resources) AllResources() map[string]map[string]ConfigResource {
result := make(map[string]map[string]ConfigResource)
jobResources := make(map[string]ConfigResource)
for key, job := range r.Jobs {
jobResources[key] = job
}
result["jobs"] = jobResources
pipelineResources := make(map[string]ConfigResource)
for key, pipeline := range r.Pipelines {
pipelineResources[key] = pipeline
}
result["pipelines"] = pipelineResources
modelResources := make(map[string]ConfigResource)
for key, model := range r.Models {
modelResources[key] = model
}
result["models"] = modelResources
experimentResources := make(map[string]ConfigResource)
for key, experiment := range r.Experiments {
experimentResources[key] = experiment
}
result["experiments"] = experimentResources
modelServingEndpointResources := make(map[string]ConfigResource)
for key, endpoint := range r.ModelServingEndpoints {
modelServingEndpointResources[key] = endpoint
}
result["model_serving_endpoints"] = modelServingEndpointResources
registeredModelResources := make(map[string]ConfigResource)
for key, registeredModel := range r.RegisteredModels {
registeredModelResources[key] = registeredModel
}
result["registered_models"] = registeredModelResources
qualityMonitorResources := make(map[string]ConfigResource)
for key, qualityMonitor := range r.QualityMonitors {
qualityMonitorResources[key] = qualityMonitor
}
result["quality_monitors"] = qualityMonitorResources
schemaResources := make(map[string]ConfigResource)
for key, schema := range r.Schemas {
schemaResources[key] = schema
}
result["schemas"] = schemaResources
clusterResources := make(map[string]ConfigResource)
for key, schema := range r.Clusters {
clusterResources[key] = schema
}
result["clusters"] = clusterResources
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return result
}
func (r *Resources) FindResourceByConfigKey(key string) (ConfigResource, error) {
found := make([]ConfigResource, 0)
for k := range r.Jobs {
if k == key {
found = append(found, r.Jobs[k])
}
}
for k := range r.Pipelines {
if k == key {
found = append(found, r.Pipelines[k])
}
}
if len(found) == 0 {
return nil, fmt.Errorf("no such resource: %s", key)
}
if len(found) > 1 {
keys := make([]string, 0, len(found))
for _, r := range found {
keys = append(keys, fmt.Sprintf("%s:%s", r.TerraformResourceName(), key))
}
return nil, fmt.Errorf("ambiguous: %s (can resolve to all of %s)", key, keys)
}
return found[0], nil
}
type ResourceDescription struct {
// Singular and plural name when used to refer to the configuration.
SingularName string
PluralName string
// Singular and plural title when used in summaries / terminal UI.
SingularTitle string
PluralTitle string
}
// The keys of the map corresponds to the resource key in the bundle configuration.
func SupportedResources() map[string]ResourceDescription {
return map[string]ResourceDescription{
"jobs": {
SingularName: "job",
PluralName: "jobs",
SingularTitle: "Job",
PluralTitle: "Jobs",
},
"pipelines": {
SingularName: "pipeline",
PluralName: "pipelines",
SingularTitle: "Pipeline",
PluralTitle: "Pipelines",
},
"models": {
SingularName: "model",
PluralName: "models",
SingularTitle: "Model",
PluralTitle: "Models",
},
"experiments": {
SingularName: "experiment",
PluralName: "experiments",
SingularTitle: "Experiment",
PluralTitle: "Experiments",
},
"model_serving_endpoints": {
SingularName: "model_serving_endpoint",
PluralName: "model_serving_endpoints",
SingularTitle: "Model Serving Endpoint",
PluralTitle: "Model Serving Endpoints",
},
"registered_models": {
SingularName: "registered_model",
PluralName: "registered_models",
SingularTitle: "Registered Model",
PluralTitle: "Registered Models",
},
"quality_monitors": {
SingularName: "quality_monitor",
PluralName: "quality_monitors",
SingularTitle: "Quality Monitor",
PluralTitle: "Quality Monitors",
},
"schemas": {
SingularName: "schema",
PluralName: "schemas",
SingularTitle: "Schema",
PluralTitle: "Schemas",
},
"clusters": {
SingularName: "cluster",
PluralName: "clusters",
SingularTitle: "Cluster",
PluralTitle: "Clusters",
},
}
}