mirror of https://github.com/databricks/cli.git
Tune template
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parent
b3b00fd226
commit
ee0c77ffb8
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@ -40,20 +40,28 @@ func repoName(url string) string {
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func newInitCommand() *cobra.Command {
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cmd := &cobra.Command{
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Use: "init [TEMPLATE_PATH]",
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Short: "Initialize Template",
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Args: cobra.MaximumNArgs(1),
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Short: "Initialize a new bundle from a template",
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Long: `Initialize a new bundle from a template.
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TEMPLATE_PATH optionally specifies which template to use. It can be one of the following:
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- 'default-python' for the default Python template
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- a local file system path with a template directory
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- a Git repository URL, e.g. https://github.com/my/repository
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See https://docs.databricks.com//dev-tools/bundles/templates.html for more information on templates.`,
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}
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var configFile string
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var outputDir string
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var templateDir string
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cmd.Flags().StringVar(&configFile, "config-file", "", "File containing input parameters for template initialization.")
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cmd.Flags().StringVar(&templateDir, "template-dir", "", "Directory within repository that holds the template specification.")
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cmd.Flags().StringVar(&templateDir, "template-dir", "", "Directory path within a Git repository containing the template.")
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cmd.Flags().StringVar(&outputDir, "output-dir", "", "Directory to write the initialized template to.")
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cmd.PreRunE = root.MustWorkspaceClient
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cmd.RunE = func(cmd *cobra.Command, args []string) error {
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ctx := cmd.Context()
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var templatePath string
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if len(args) > 0 {
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templatePath = args[0]
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@ -69,6 +77,9 @@ func newInitCommand() *cobra.Command {
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}
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if !isRepoUrl(templatePath) {
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if templateDir != "" {
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return errors.New("--template-dir can only be used with a Git repository URL")
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}
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// skip downloading the repo because input arg is not a URL. We assume
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// it's a path on the local file system in that case
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return template.Materialize(ctx, configFile, templatePath, outputDir)
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@ -20,6 +20,8 @@ type Schema struct {
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// The values are the schema for the type of the field
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Properties map[string]*Schema `json:"properties,omitempty"`
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SuccessMessage string `json:"successMessage,omitempty"`
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// The schema for all values of an array
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Items *Schema `json:"items,omitempty"`
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@ -65,7 +65,7 @@ func (c *config) assignValuesFromFile(path string) error {
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}
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// Assigns default values from schema to input config map
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func (c *config) assignDefaultValues() error {
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func (c *config) assignDefaultValues(r *renderer) error {
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for name, property := range c.schema.Properties {
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// Config already has a value assigned
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if _, ok := c.values[name]; ok {
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@ -75,13 +75,21 @@ func (c *config) assignDefaultValues() error {
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if property.Default == nil {
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continue
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}
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defaultVal, err := jsonschema.ToString(property.Default, property.Type)
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if err != nil {
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return err
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}
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defaultVal, err = r.executeTemplate(defaultVal)
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if err != nil {
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return err
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}
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c.values[name] = property.Default
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}
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return nil
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}
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// Prompts user for values for properties that do not have a value set yet
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func (c *config) promptForValues() error {
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func (c *config) promptForValues(r *renderer) error {
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for _, p := range c.schema.OrderedProperties() {
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name := p.Name
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property := p.Schema
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@ -99,6 +107,15 @@ func (c *config) promptForValues() error {
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if err != nil {
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return err
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}
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defaultVal, err = r.executeTemplate(defaultVal)
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if err != nil {
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return err
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}
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}
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description, err := r.executeTemplate(property.Description)
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if err != nil {
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return err
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}
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// Get user input by running the prompt
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@ -109,12 +126,12 @@ func (c *config) promptForValues() error {
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if err != nil {
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return err
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}
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userInput, err = cmdio.AskSelect(c.ctx, property.Description, enums)
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userInput, err = cmdio.AskSelect(c.ctx, description, enums)
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if err != nil {
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return err
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}
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} else {
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userInput, err = cmdio.Ask(c.ctx, property.Description, defaultVal)
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userInput, err = cmdio.Ask(c.ctx, description, defaultVal)
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if err != nil {
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return err
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}
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@ -132,11 +149,11 @@ func (c *config) promptForValues() error {
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// Prompt user for any missing config values. Assign default values if
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// terminal is not TTY
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func (c *config) promptOrAssignDefaultValues() error {
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func (c *config) promptOrAssignDefaultValues(r *renderer) error {
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if cmdio.IsOutTTY(c.ctx) && cmdio.IsInTTY(c.ctx) {
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return c.promptForValues()
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return c.promptForValues(r)
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}
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return c.assignDefaultValues()
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return c.assignDefaultValues(r)
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}
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// Validates the configuration. If passes, the configuration is ready to be used
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@ -5,6 +5,7 @@ import (
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"errors"
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"fmt"
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"net/url"
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"os"
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"regexp"
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"text/template"
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@ -65,7 +66,7 @@ func loadHelpers(ctx context.Context) template.FuncMap {
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// Get smallest node type (follows Terraform's GetSmallestNodeType)
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"smallest_node_type": func() (string, error) {
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if w.Config.Host == "" {
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return "", errors.New("cannot determine target workspace, please first setup a configuration profile using 'databricks auth login'")
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return "", errors.New("cannot determine target workspace, please first setup a configuration profile using 'databricks configure'")
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}
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if w.Config.IsAzure() {
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return "Standard_D3_v2", nil
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@ -74,9 +75,12 @@ func loadHelpers(ctx context.Context) template.FuncMap {
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}
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return "i3.xlarge", nil
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},
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"path_separator": func() string {
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return string(os.PathSeparator)
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},
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"workspace_host": func() (string, error) {
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if w.Config.Host == "" {
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return "", errors.New("cannot determine target workspace, please first setup a configuration profile using 'databricks auth login'")
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return "", errors.New("cannot determine target workspace, please first setup a configuration profile using 'databricks configure'")
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}
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return w.Config.Host, nil
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},
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@ -56,23 +56,23 @@ func Materialize(ctx context.Context, configFilePath, templateRoot, outputDir st
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}
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}
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// Prompt user for any missing config values. Assign default values if
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// terminal is not TTY
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err = config.promptOrAssignDefaultValues()
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r, err := newRenderer(ctx, config.values, helpers, templatePath, libraryPath, outputDir)
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if err != nil {
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return err
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}
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// Prompt user for any missing config values. Assign default values if
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// terminal is not TTY
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err = config.promptOrAssignDefaultValues(r)
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if err != nil {
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return err
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}
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err = config.validate()
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if err != nil {
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return err
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}
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// Walk and render the template, since input configuration is complete
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r, err := newRenderer(ctx, config.values, helpers, templatePath, libraryPath, outputDir)
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if err != nil {
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return err
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}
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err = r.walk()
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if err != nil {
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return err
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@ -82,7 +82,17 @@ func Materialize(ctx context.Context, configFilePath, templateRoot, outputDir st
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if err != nil {
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return err
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}
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cmdio.LogString(ctx, "✨ Successfully initialized template")
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success := config.schema.SuccessMessage
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if success == "" {
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cmdio.LogString(ctx, "✨ Successfully initialized template")
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} else {
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success, err = r.executeTemplate(success)
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if err != nil {
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return err
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}
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cmdio.LogString(ctx, success)
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}
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return nil
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}
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@ -311,7 +311,7 @@ func (r *renderer) persistToDisk() error {
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path := file.DstPath().absPath()
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_, err := os.Stat(path)
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if err == nil {
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return fmt.Errorf("failed to persist to disk, conflict with existing file: %s", path)
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return fmt.Errorf("failed initialize template, one or more files already exist: %s", path)
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}
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if err != nil && !os.IsNotExist(err) {
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return fmt.Errorf("error while verifying file %s does not already exist: %w", path, err)
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@ -10,22 +10,24 @@
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"type": "string",
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"default": "yes",
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"enum": ["yes", "no"],
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"description": "Include a stub (sample) notebook in 'my_project/src'",
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"description": "Include a stub (sample) notebook in '{{.project_name}}{{path_separator}}src'",
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"order": 2
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},
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"include_dlt": {
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"type": "string",
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"default": "yes",
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"enum": ["yes", "no"],
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"description": "Include a stub (sample) DLT pipeline in 'my_project/src'",
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"description": "Include a stub (sample) Delta Live Tables pipeline in '{{.project_name}}{{path_separator}}src'",
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"order": 3
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},
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"include_python": {
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"type": "string",
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"default": "yes",
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"enum": ["yes", "no"],
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"description": "Include a stub (sample) Python package 'my_project/src'",
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"comment": "If the selected they don't want a notebook we provide an extra hint that the stub Python package can be used to author their DLT pipeline",
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"description": "Include a stub (sample) Python package in '{{.project_name}}{{path_separator}}src'",
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"order": 4
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}
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}
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},
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"successMessage": "\n✨ Your new project has been created under '{{.project_name}}{{path_separator}}'!\n\nPlease refer to the README.md of your project for further instructions on getting started.\nOr read the documentation on Databricks Asset Bundles at https://docs.databricks.com/dev-tools/bundles/index.html."
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}
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@ -9,6 +9,8 @@
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"python.testing.unittestEnabled": false,
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"python.testing.pytestEnabled": true,
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"files.exclude": {
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"**/*.egg-info": true
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"**/*.egg-info": true,
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"**/__pycache__": true,
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".pytest_cache": true,
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},
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}
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@ -30,7 +30,7 @@ The '{{.project_name}}' project was generated by using the default-python templa
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5. To run a job or pipeline, use the "run" comand:
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```
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$ databricks bundle run {{.project_name}}_job
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$ databricks bundle run
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```
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6. Optionally, install developer tools such as the Databricks extension for Visual Studio Code from
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