databricks-cli/bundle/config/resources.go

185 lines
5.2 KiB
Go
Raw Normal View History

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"`
}
type UniqueResourceIdTracker struct {
Type map[string]string
ConfigPath map[string]string
}
// verifies merging is safe by checking no duplicate identifiers exist
func (r *Resources) VerifySafeMerge(other *Resources) error {
rootTracker, err := r.VerifyUniqueResourceIdentifiers()
if err != nil {
return err
}
otherTracker, err := other.VerifyUniqueResourceIdentifiers()
if err != nil {
return err
}
for k := range otherTracker.Type {
if _, ok := rootTracker.Type[k]; ok {
return fmt.Errorf("multiple resources named %s (%s at %s, %s at %s)",
k,
rootTracker.Type[k],
rootTracker.ConfigPath[k],
otherTracker.Type[k],
otherTracker.ConfigPath[k],
)
}
}
return nil
}
// This function verifies there are no duplicate names used for the resource definations
func (r *Resources) VerifyUniqueResourceIdentifiers() (*UniqueResourceIdTracker, error) {
tracker := &UniqueResourceIdTracker{
Type: make(map[string]string),
ConfigPath: make(map[string]string),
}
for k := range r.Jobs {
tracker.Type[k] = "job"
tracker.ConfigPath[k] = r.Jobs[k].ConfigFilePath
}
for k := range r.Pipelines {
if _, ok := tracker.Type[k]; ok {
return tracker, fmt.Errorf("multiple resources named %s (%s at %s, %s at %s)",
k,
tracker.Type[k],
tracker.ConfigPath[k],
"pipeline",
r.Pipelines[k].ConfigFilePath,
)
}
tracker.Type[k] = "pipeline"
tracker.ConfigPath[k] = r.Pipelines[k].ConfigFilePath
}
for k := range r.Models {
if _, ok := tracker.Type[k]; ok {
return tracker, fmt.Errorf("multiple resources named %s (%s at %s, %s at %s)",
k,
tracker.Type[k],
tracker.ConfigPath[k],
"mlflow_model",
r.Models[k].ConfigFilePath,
)
}
tracker.Type[k] = "mlflow_model"
tracker.ConfigPath[k] = r.Models[k].ConfigFilePath
}
for k := range r.Experiments {
if _, ok := tracker.Type[k]; ok {
return tracker, fmt.Errorf("multiple resources named %s (%s at %s, %s at %s)",
k,
tracker.Type[k],
tracker.ConfigPath[k],
"mlflow_experiment",
r.Experiments[k].ConfigFilePath,
)
}
tracker.Type[k] = "mlflow_experiment"
tracker.ConfigPath[k] = r.Experiments[k].ConfigFilePath
}
for k := range r.ModelServingEndpoints {
if _, ok := tracker.Type[k]; ok {
return tracker, fmt.Errorf("multiple resources named %s (%s at %s, %s at %s)",
k,
tracker.Type[k],
tracker.ConfigPath[k],
"model_serving_endpoint",
r.ModelServingEndpoints[k].ConfigFilePath,
)
}
tracker.Type[k] = "model_serving_endpoint"
tracker.ConfigPath[k] = r.ModelServingEndpoints[k].ConfigFilePath
}
for k := range r.RegisteredModels {
if _, ok := tracker.Type[k]; ok {
return tracker, fmt.Errorf("multiple resources named %s (%s at %s, %s at %s)",
k,
tracker.Type[k],
tracker.ConfigPath[k],
"registered_model",
r.RegisteredModels[k].ConfigFilePath,
)
}
tracker.Type[k] = "registered_model"
tracker.ConfigPath[k] = r.RegisteredModels[k].ConfigFilePath
}
return tracker, nil
}
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
// ConfigureConfigFilePath sets the specified path for all resources contained in this instance.
// This property is used to correctly resolve paths relative to the path
// of the configuration file they were defined in.
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
func (r *Resources) ConfigureConfigFilePath() {
for _, e := range r.Jobs {
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
e.ConfigureConfigFilePath()
}
for _, e := range r.Pipelines {
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
e.ConfigureConfigFilePath()
}
for _, e := range r.Models {
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
e.ConfigureConfigFilePath()
}
for _, e := range r.Experiments {
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
e.ConfigureConfigFilePath()
}
for _, e := range r.ModelServingEndpoints {
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
e.ConfigureConfigFilePath()
}
for _, e := range r.RegisteredModels {
Use dynamic configuration model in bundles (#1098) ## Changes This is a fundamental change to how we load and process bundle configuration. We now depend on the configuration being represented as a `dyn.Value`. This representation is functionally equivalent to Go's `any` (it is variadic) and allows us to capture metadata associated with a value, such as where it was defined (e.g. file, line, and column). It also allows us to represent Go's zero values properly (e.g. empty string, integer equal to 0, or boolean false). Using this representation allows us to let the configuration model deviate from the typed structure we have been relying on so far (`config.Root`). We need to deviate from these types when using variables for fields that are not a string themselves. For example, using `${var.num_workers}` for an integer `workers` field was impossible until now (though not implemented in this change). The loader for a `dyn.Value` includes functionality to capture any and all type mismatches between the user-defined configuration and the expected types. These mismatches can be surfaced as validation errors in future PRs. Given that many mutators expect the typed struct to be the source of truth, this change converts between the dynamic representation and the typed representation on mutator entry and exit. Existing mutators can continue to modify the typed representation and these modifications are reflected in the dynamic representation (see `MarkMutatorEntry` and `MarkMutatorExit` in `bundle/config/root.go`). Required changes included in this change: * The existing interpolation package is removed in favor of `libs/dyn/dynvar`. * Functionality to merge job clusters, job tasks, and pipeline clusters are now all broken out into their own mutators. To be implemented later: * Allow variable references for non-string types. * Surface diagnostics about the configuration provided by the user in the validation output. * Some mutators use a resource's configuration file path to resolve related relative paths. These depend on `bundle/config/paths.Path` being set and populated through `ConfigureConfigFilePath`. Instead, they should interact with the dynamically typed configuration directly. Doing this also unlocks being able to differentiate different base paths used within a job (e.g. a task override with a relative path defined in a directory other than the base job). ## Tests * Existing unit tests pass (some have been modified to accommodate) * Integration tests pass
2024-02-16 19:41:58 +00:00
e.ConfigureConfigFilePath()
}
}
type ConfigResource interface {
Exists(ctx context.Context, w *databricks.WorkspaceClient, id string) (bool, error)
TerraformResourceName() string
}
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
}