2022-11-18 09:57:31 +00:00
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package config
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2022-12-15 12:00:41 +00:00
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import (
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"context"
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"fmt"
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2023-05-16 16:35:39 +00:00
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"github.com/databricks/cli/bundle/config/resources"
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"github.com/databricks/databricks-sdk-go"
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)
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2022-11-18 09:57:31 +00:00
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// Resources defines Databricks resources associated with the bundle.
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type Resources struct {
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Jobs map[string]*resources.Job `json:"jobs,omitempty"`
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Pipelines map[string]*resources.Pipeline `json:"pipelines,omitempty"`
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2023-09-07 21:54:31 +00:00
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Models map[string]*resources.MlflowModel `json:"models,omitempty"`
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Experiments map[string]*resources.MlflowExperiment `json:"experiments,omitempty"`
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ModelServingEndpoints map[string]*resources.ModelServingEndpoint `json:"model_serving_endpoints,omitempty"`
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RegisteredModels map[string]*resources.RegisteredModel `json:"registered_models,omitempty"`
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QualityMonitors map[string]*resources.QualityMonitor `json:"quality_monitors,omitempty"`
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Schemas map[string]*resources.Schema `json:"schemas,omitempty"`
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Clusters map[string]*resources.Cluster `json:"clusters,omitempty"`
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}
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type ConfigResource interface {
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// Function to assert if the resource exists in the workspace configured in
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// the input workspace client.
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Exists(ctx context.Context, w *databricks.WorkspaceClient, id string) (bool, error)
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// Terraform equivalent name of the resource. For example "databricks_job"
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// for jobs and "databricks_pipeline" for pipelines.
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TerraformResourceName() string
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// GetName returns the in-product name of the resource.
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GetName() string
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// GetURL returns the URL of the resource.
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GetURL() string
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// InitializeURL initializes the URL field of the resource.
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InitializeURL(urlPrefix string, urlSuffix string)
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}
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func (r *Resources) AllResources() map[string]map[string]ConfigResource {
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result := make(map[string]map[string]ConfigResource)
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jobResources := make(map[string]ConfigResource)
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for key, job := range r.Jobs {
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jobResources[key] = job
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}
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result["jobs"] = jobResources
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pipelineResources := make(map[string]ConfigResource)
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for key, pipeline := range r.Pipelines {
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pipelineResources[key] = pipeline
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}
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result["pipelines"] = pipelineResources
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modelResources := make(map[string]ConfigResource)
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for key, model := range r.Models {
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modelResources[key] = model
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}
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result["models"] = modelResources
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experimentResources := make(map[string]ConfigResource)
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for key, experiment := range r.Experiments {
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experimentResources[key] = experiment
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}
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result["experiments"] = experimentResources
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modelServingEndpointResources := make(map[string]ConfigResource)
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for key, endpoint := range r.ModelServingEndpoints {
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modelServingEndpointResources[key] = endpoint
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}
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result["model_serving_endpoints"] = modelServingEndpointResources
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registeredModelResources := make(map[string]ConfigResource)
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for key, registeredModel := range r.RegisteredModels {
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registeredModelResources[key] = registeredModel
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}
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result["registered_models"] = registeredModelResources
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qualityMonitorResources := make(map[string]ConfigResource)
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for key, qualityMonitor := range r.QualityMonitors {
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qualityMonitorResources[key] = qualityMonitor
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}
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result["quality_monitors"] = qualityMonitorResources
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schemaResources := make(map[string]ConfigResource)
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for key, schema := range r.Schemas {
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schemaResources[key] = schema
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}
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result["schemas"] = schemaResources
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return result
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}
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func (r *Resources) FindResourceByConfigKey(key string) (ConfigResource, error) {
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found := make([]ConfigResource, 0)
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for k := range r.Jobs {
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if k == key {
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found = append(found, r.Jobs[k])
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}
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}
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for k := range r.Pipelines {
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if k == key {
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found = append(found, r.Pipelines[k])
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}
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}
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if len(found) == 0 {
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return nil, fmt.Errorf("no such resource: %s", key)
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}
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if len(found) > 1 {
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keys := make([]string, 0, len(found))
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for _, r := range found {
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keys = append(keys, fmt.Sprintf("%s:%s", r.TerraformResourceName(), key))
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}
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return nil, fmt.Errorf("ambiguous: %s (can resolve to all of %s)", key, keys)
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}
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return found[0], nil
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}
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