mirror of https://github.com/databricks/cli.git
2641 lines
72 KiB
Go
Executable File
2641 lines
72 KiB
Go
Executable File
// Code generated from OpenAPI specs by Databricks SDK Generator. DO NOT EDIT.
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package model_registry
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import (
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"fmt"
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"github.com/databricks/cli/cmd/root"
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"github.com/databricks/cli/libs/cmdio"
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"github.com/databricks/cli/libs/flags"
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"github.com/databricks/databricks-sdk-go/service/ml"
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"github.com/spf13/cobra"
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)
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// Slice with functions to override default command behavior.
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// Functions can be added from the `init()` function in manually curated files in this directory.
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var cmdOverrides []func(*cobra.Command)
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func New() *cobra.Command {
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cmd := &cobra.Command{
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Use: "model-registry",
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Short: `Note: This API reference documents APIs for the Workspace Model Registry.`,
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Long: `Note: This API reference documents APIs for the Workspace Model Registry.
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Databricks recommends using [Models in Unity
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Catalog](/api/workspace/registeredmodels) instead. Models in Unity Catalog
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provides centralized model governance, cross-workspace access, lineage, and
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deployment. Workspace Model Registry will be deprecated in the future.
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The Workspace Model Registry is a centralized model repository and a UI and
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set of APIs that enable you to manage the full lifecycle of MLflow Models.`,
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GroupID: "ml",
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Annotations: map[string]string{
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"package": "ml",
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},
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}
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// Apply optional overrides to this command.
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for _, fn := range cmdOverrides {
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fn(cmd)
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}
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return cmd
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}
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// start approve-transition-request command
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// Slice with functions to override default command behavior.
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// Functions can be added from the `init()` function in manually curated files in this directory.
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var approveTransitionRequestOverrides []func(
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*cobra.Command,
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*ml.ApproveTransitionRequest,
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)
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func newApproveTransitionRequest() *cobra.Command {
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cmd := &cobra.Command{}
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var approveTransitionRequestReq ml.ApproveTransitionRequest
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var approveTransitionRequestJson flags.JsonFlag
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// TODO: short flags
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cmd.Flags().Var(&approveTransitionRequestJson, "json", `either inline JSON string or @path/to/file.json with request body`)
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cmd.Flags().StringVar(&approveTransitionRequestReq.Comment, "comment", approveTransitionRequestReq.Comment, `User-provided comment on the action.`)
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cmd.Use = "approve-transition-request NAME VERSION STAGE ARCHIVE_EXISTING_VERSIONS"
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cmd.Short = `Approve transition request.`
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cmd.Long = `Approve transition request.
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Approves a model version stage transition request.`
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cmd.Annotations = make(map[string]string)
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cmd.Args = func(cmd *cobra.Command, args []string) error {
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check := cobra.ExactArgs(4)
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if cmd.Flags().Changed("json") {
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check = cobra.ExactArgs(0)
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}
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return check(cmd, args)
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}
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cmd.PreRunE = root.MustWorkspaceClient
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cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
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ctx := cmd.Context()
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w := root.WorkspaceClient(ctx)
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if cmd.Flags().Changed("json") {
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err = approveTransitionRequestJson.Unmarshal(&approveTransitionRequestReq)
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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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if !cmd.Flags().Changed("json") {
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approveTransitionRequestReq.Name = args[0]
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}
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if !cmd.Flags().Changed("json") {
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approveTransitionRequestReq.Version = args[1]
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}
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if !cmd.Flags().Changed("json") {
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_, err = fmt.Sscan(args[2], &approveTransitionRequestReq.Stage)
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if err != nil {
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return fmt.Errorf("invalid STAGE: %s", args[2])
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}
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}
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if !cmd.Flags().Changed("json") {
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_, err = fmt.Sscan(args[3], &approveTransitionRequestReq.ArchiveExistingVersions)
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if err != nil {
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return fmt.Errorf("invalid ARCHIVE_EXISTING_VERSIONS: %s", args[3])
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}
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}
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response, err := w.ModelRegistry.ApproveTransitionRequest(ctx, approveTransitionRequestReq)
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if err != nil {
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return err
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}
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return cmdio.Render(ctx, response)
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}
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// Disable completions since they are not applicable.
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// Can be overridden by manual implementation in `override.go`.
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cmd.ValidArgsFunction = cobra.NoFileCompletions
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// Apply optional overrides to this command.
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for _, fn := range approveTransitionRequestOverrides {
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fn(cmd, &approveTransitionRequestReq)
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}
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return cmd
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}
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func init() {
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cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
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cmd.AddCommand(newApproveTransitionRequest())
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})
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}
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// start create-comment command
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// Slice with functions to override default command behavior.
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// Functions can be added from the `init()` function in manually curated files in this directory.
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var createCommentOverrides []func(
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*cobra.Command,
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*ml.CreateComment,
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)
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func newCreateComment() *cobra.Command {
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cmd := &cobra.Command{}
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var createCommentReq ml.CreateComment
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var createCommentJson flags.JsonFlag
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// TODO: short flags
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cmd.Flags().Var(&createCommentJson, "json", `either inline JSON string or @path/to/file.json with request body`)
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cmd.Use = "create-comment NAME VERSION COMMENT"
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cmd.Short = `Post a comment.`
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cmd.Long = `Post a comment.
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Posts a comment on a model version. A comment can be submitted either by a
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user or programmatically to display relevant information about the model. For
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example, test results or deployment errors.`
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cmd.Annotations = make(map[string]string)
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cmd.Args = func(cmd *cobra.Command, args []string) error {
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check := cobra.ExactArgs(3)
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if cmd.Flags().Changed("json") {
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check = cobra.ExactArgs(0)
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}
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return check(cmd, args)
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}
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cmd.PreRunE = root.MustWorkspaceClient
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cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
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ctx := cmd.Context()
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w := root.WorkspaceClient(ctx)
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if cmd.Flags().Changed("json") {
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err = createCommentJson.Unmarshal(&createCommentReq)
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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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if !cmd.Flags().Changed("json") {
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createCommentReq.Name = args[0]
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}
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if !cmd.Flags().Changed("json") {
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createCommentReq.Version = args[1]
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}
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if !cmd.Flags().Changed("json") {
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createCommentReq.Comment = args[2]
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}
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response, err := w.ModelRegistry.CreateComment(ctx, createCommentReq)
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if err != nil {
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return err
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}
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return cmdio.Render(ctx, response)
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}
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// Disable completions since they are not applicable.
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// Can be overridden by manual implementation in `override.go`.
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cmd.ValidArgsFunction = cobra.NoFileCompletions
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// Apply optional overrides to this command.
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for _, fn := range createCommentOverrides {
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fn(cmd, &createCommentReq)
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}
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return cmd
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}
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func init() {
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cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
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cmd.AddCommand(newCreateComment())
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})
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}
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// start create-model command
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// Slice with functions to override default command behavior.
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// Functions can be added from the `init()` function in manually curated files in this directory.
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var createModelOverrides []func(
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*cobra.Command,
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*ml.CreateModelRequest,
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)
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func newCreateModel() *cobra.Command {
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cmd := &cobra.Command{}
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var createModelReq ml.CreateModelRequest
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var createModelJson flags.JsonFlag
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// TODO: short flags
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cmd.Flags().Var(&createModelJson, "json", `either inline JSON string or @path/to/file.json with request body`)
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cmd.Flags().StringVar(&createModelReq.Description, "description", createModelReq.Description, `Optional description for registered model.`)
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// TODO: array: tags
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cmd.Use = "create-model NAME"
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cmd.Short = `Create a model.`
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cmd.Long = `Create a model.
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Creates a new registered model with the name specified in the request body.
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Throws RESOURCE_ALREADY_EXISTS if a registered model with the given name
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exists.`
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cmd.Annotations = make(map[string]string)
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cmd.Args = func(cmd *cobra.Command, args []string) error {
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check := cobra.ExactArgs(1)
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if cmd.Flags().Changed("json") {
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check = cobra.ExactArgs(0)
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}
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return check(cmd, args)
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}
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cmd.PreRunE = root.MustWorkspaceClient
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cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
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ctx := cmd.Context()
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w := root.WorkspaceClient(ctx)
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if cmd.Flags().Changed("json") {
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err = createModelJson.Unmarshal(&createModelReq)
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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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if !cmd.Flags().Changed("json") {
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createModelReq.Name = args[0]
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}
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response, err := w.ModelRegistry.CreateModel(ctx, createModelReq)
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if err != nil {
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return err
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}
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return cmdio.Render(ctx, response)
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}
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// Disable completions since they are not applicable.
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// Can be overridden by manual implementation in `override.go`.
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cmd.ValidArgsFunction = cobra.NoFileCompletions
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// Apply optional overrides to this command.
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for _, fn := range createModelOverrides {
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fn(cmd, &createModelReq)
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}
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return cmd
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}
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func init() {
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cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
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cmd.AddCommand(newCreateModel())
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})
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}
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// start create-model-version command
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// Slice with functions to override default command behavior.
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// Functions can be added from the `init()` function in manually curated files in this directory.
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var createModelVersionOverrides []func(
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*cobra.Command,
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*ml.CreateModelVersionRequest,
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)
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func newCreateModelVersion() *cobra.Command {
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cmd := &cobra.Command{}
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var createModelVersionReq ml.CreateModelVersionRequest
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var createModelVersionJson flags.JsonFlag
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// TODO: short flags
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cmd.Flags().Var(&createModelVersionJson, "json", `either inline JSON string or @path/to/file.json with request body`)
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cmd.Flags().StringVar(&createModelVersionReq.Description, "description", createModelVersionReq.Description, `Optional description for model version.`)
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cmd.Flags().StringVar(&createModelVersionReq.RunId, "run-id", createModelVersionReq.RunId, `MLflow run ID for correlation, if source was generated by an experiment run in MLflow tracking server.`)
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cmd.Flags().StringVar(&createModelVersionReq.RunLink, "run-link", createModelVersionReq.RunLink, `MLflow run link - this is the exact link of the run that generated this model version, potentially hosted at another instance of MLflow.`)
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// TODO: array: tags
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cmd.Use = "create-model-version NAME SOURCE"
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cmd.Short = `Create a model version.`
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cmd.Long = `Create a model version.
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Creates a model version.`
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cmd.Annotations = make(map[string]string)
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cmd.Args = func(cmd *cobra.Command, args []string) error {
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check := cobra.ExactArgs(2)
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if cmd.Flags().Changed("json") {
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check = cobra.ExactArgs(0)
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}
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return check(cmd, args)
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}
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cmd.PreRunE = root.MustWorkspaceClient
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cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
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ctx := cmd.Context()
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w := root.WorkspaceClient(ctx)
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if cmd.Flags().Changed("json") {
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err = createModelVersionJson.Unmarshal(&createModelVersionReq)
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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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if !cmd.Flags().Changed("json") {
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createModelVersionReq.Name = args[0]
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}
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if !cmd.Flags().Changed("json") {
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createModelVersionReq.Source = args[1]
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}
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response, err := w.ModelRegistry.CreateModelVersion(ctx, createModelVersionReq)
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if err != nil {
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return err
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}
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return cmdio.Render(ctx, response)
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}
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// Disable completions since they are not applicable.
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// Can be overridden by manual implementation in `override.go`.
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cmd.ValidArgsFunction = cobra.NoFileCompletions
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// Apply optional overrides to this command.
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for _, fn := range createModelVersionOverrides {
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fn(cmd, &createModelVersionReq)
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}
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return cmd
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}
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func init() {
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cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
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cmd.AddCommand(newCreateModelVersion())
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})
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}
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// start create-transition-request command
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|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
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var createTransitionRequestOverrides []func(
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*cobra.Command,
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*ml.CreateTransitionRequest,
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)
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func newCreateTransitionRequest() *cobra.Command {
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cmd := &cobra.Command{}
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var createTransitionRequestReq ml.CreateTransitionRequest
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var createTransitionRequestJson flags.JsonFlag
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// TODO: short flags
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cmd.Flags().Var(&createTransitionRequestJson, "json", `either inline JSON string or @path/to/file.json with request body`)
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cmd.Flags().StringVar(&createTransitionRequestReq.Comment, "comment", createTransitionRequestReq.Comment, `User-provided comment on the action.`)
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cmd.Use = "create-transition-request NAME VERSION STAGE"
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cmd.Short = `Make a transition request.`
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cmd.Long = `Make a transition request.
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Creates a model version stage transition request.`
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cmd.Annotations = make(map[string]string)
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cmd.Args = func(cmd *cobra.Command, args []string) error {
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check := cobra.ExactArgs(3)
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if cmd.Flags().Changed("json") {
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check = cobra.ExactArgs(0)
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}
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return check(cmd, args)
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}
|
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cmd.PreRunE = root.MustWorkspaceClient
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cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
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ctx := cmd.Context()
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w := root.WorkspaceClient(ctx)
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|
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if cmd.Flags().Changed("json") {
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err = createTransitionRequestJson.Unmarshal(&createTransitionRequestReq)
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if err != nil {
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return err
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}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
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createTransitionRequestReq.Name = args[0]
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}
|
|
if !cmd.Flags().Changed("json") {
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createTransitionRequestReq.Version = args[1]
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}
|
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if !cmd.Flags().Changed("json") {
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_, err = fmt.Sscan(args[2], &createTransitionRequestReq.Stage)
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if err != nil {
|
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return fmt.Errorf("invalid STAGE: %s", args[2])
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}
|
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}
|
|
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|
response, err := w.ModelRegistry.CreateTransitionRequest(ctx, createTransitionRequestReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range createTransitionRequestOverrides {
|
|
fn(cmd, &createTransitionRequestReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newCreateTransitionRequest())
|
|
})
|
|
}
|
|
|
|
// start create-webhook command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var createWebhookOverrides []func(
|
|
*cobra.Command,
|
|
*ml.CreateRegistryWebhook,
|
|
)
|
|
|
|
func newCreateWebhook() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var createWebhookReq ml.CreateRegistryWebhook
|
|
var createWebhookJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&createWebhookJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&createWebhookReq.Description, "description", createWebhookReq.Description, `User-specified description for the webhook.`)
|
|
// TODO: complex arg: http_url_spec
|
|
// TODO: complex arg: job_spec
|
|
cmd.Flags().StringVar(&createWebhookReq.ModelName, "model-name", createWebhookReq.ModelName, `Name of the model whose events would trigger this webhook.`)
|
|
cmd.Flags().Var(&createWebhookReq.Status, "status", `Enable or disable triggering the webhook, or put the webhook into test mode.`)
|
|
|
|
cmd.Use = "create-webhook"
|
|
cmd.Short = `Create a webhook.`
|
|
cmd.Long = `Create a webhook.
|
|
|
|
**NOTE**: This endpoint is in Public Preview.
|
|
|
|
Creates a registry webhook.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = createWebhookJson.Unmarshal(&createWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
} else {
|
|
return fmt.Errorf("please provide command input in JSON format by specifying the --json flag")
|
|
}
|
|
|
|
response, err := w.ModelRegistry.CreateWebhook(ctx, createWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range createWebhookOverrides {
|
|
fn(cmd, &createWebhookReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newCreateWebhook())
|
|
})
|
|
}
|
|
|
|
// start delete-comment command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteCommentOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteCommentRequest,
|
|
)
|
|
|
|
func newDeleteComment() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteCommentReq ml.DeleteCommentRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "delete-comment ID"
|
|
cmd.Short = `Delete a comment.`
|
|
cmd.Long = `Delete a comment.
|
|
|
|
Deletes a comment on a model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
deleteCommentReq.Id = args[0]
|
|
|
|
err = w.ModelRegistry.DeleteComment(ctx, deleteCommentReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteCommentOverrides {
|
|
fn(cmd, &deleteCommentReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteComment())
|
|
})
|
|
}
|
|
|
|
// start delete-model command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteModelOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteModelRequest,
|
|
)
|
|
|
|
func newDeleteModel() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteModelReq ml.DeleteModelRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "delete-model NAME"
|
|
cmd.Short = `Delete a model.`
|
|
cmd.Long = `Delete a model.
|
|
|
|
Deletes a registered model.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
deleteModelReq.Name = args[0]
|
|
|
|
err = w.ModelRegistry.DeleteModel(ctx, deleteModelReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteModelOverrides {
|
|
fn(cmd, &deleteModelReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteModel())
|
|
})
|
|
}
|
|
|
|
// start delete-model-tag command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteModelTagOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteModelTagRequest,
|
|
)
|
|
|
|
func newDeleteModelTag() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteModelTagReq ml.DeleteModelTagRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "delete-model-tag NAME KEY"
|
|
cmd.Short = `Delete a model tag.`
|
|
cmd.Long = `Delete a model tag.
|
|
|
|
Deletes the tag for a registered model.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
deleteModelTagReq.Name = args[0]
|
|
deleteModelTagReq.Key = args[1]
|
|
|
|
err = w.ModelRegistry.DeleteModelTag(ctx, deleteModelTagReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteModelTagOverrides {
|
|
fn(cmd, &deleteModelTagReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteModelTag())
|
|
})
|
|
}
|
|
|
|
// start delete-model-version command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteModelVersionOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteModelVersionRequest,
|
|
)
|
|
|
|
func newDeleteModelVersion() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteModelVersionReq ml.DeleteModelVersionRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "delete-model-version NAME VERSION"
|
|
cmd.Short = `Delete a model version.`
|
|
cmd.Long = `Delete a model version.
|
|
|
|
Deletes a model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
deleteModelVersionReq.Name = args[0]
|
|
deleteModelVersionReq.Version = args[1]
|
|
|
|
err = w.ModelRegistry.DeleteModelVersion(ctx, deleteModelVersionReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteModelVersionOverrides {
|
|
fn(cmd, &deleteModelVersionReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteModelVersion())
|
|
})
|
|
}
|
|
|
|
// start delete-model-version-tag command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteModelVersionTagOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteModelVersionTagRequest,
|
|
)
|
|
|
|
func newDeleteModelVersionTag() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteModelVersionTagReq ml.DeleteModelVersionTagRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "delete-model-version-tag NAME VERSION KEY"
|
|
cmd.Short = `Delete a model version tag.`
|
|
cmd.Long = `Delete a model version tag.
|
|
|
|
Deletes a model version tag.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(3)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
deleteModelVersionTagReq.Name = args[0]
|
|
deleteModelVersionTagReq.Version = args[1]
|
|
deleteModelVersionTagReq.Key = args[2]
|
|
|
|
err = w.ModelRegistry.DeleteModelVersionTag(ctx, deleteModelVersionTagReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteModelVersionTagOverrides {
|
|
fn(cmd, &deleteModelVersionTagReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteModelVersionTag())
|
|
})
|
|
}
|
|
|
|
// start delete-transition-request command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteTransitionRequestOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteTransitionRequestRequest,
|
|
)
|
|
|
|
func newDeleteTransitionRequest() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteTransitionRequestReq ml.DeleteTransitionRequestRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Flags().StringVar(&deleteTransitionRequestReq.Comment, "comment", deleteTransitionRequestReq.Comment, `User-provided comment on the action.`)
|
|
|
|
cmd.Use = "delete-transition-request NAME VERSION STAGE CREATOR"
|
|
cmd.Short = `Delete a transition request.`
|
|
cmd.Long = `Delete a transition request.
|
|
|
|
Cancels a model version stage transition request.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(4)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
deleteTransitionRequestReq.Name = args[0]
|
|
deleteTransitionRequestReq.Version = args[1]
|
|
_, err = fmt.Sscan(args[2], &deleteTransitionRequestReq.Stage)
|
|
if err != nil {
|
|
return fmt.Errorf("invalid STAGE: %s", args[2])
|
|
}
|
|
deleteTransitionRequestReq.Creator = args[3]
|
|
|
|
err = w.ModelRegistry.DeleteTransitionRequest(ctx, deleteTransitionRequestReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteTransitionRequestOverrides {
|
|
fn(cmd, &deleteTransitionRequestReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteTransitionRequest())
|
|
})
|
|
}
|
|
|
|
// start delete-webhook command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var deleteWebhookOverrides []func(
|
|
*cobra.Command,
|
|
*ml.DeleteWebhookRequest,
|
|
)
|
|
|
|
func newDeleteWebhook() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var deleteWebhookReq ml.DeleteWebhookRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Flags().StringVar(&deleteWebhookReq.Id, "id", deleteWebhookReq.Id, `Webhook ID required to delete a registry webhook.`)
|
|
|
|
cmd.Use = "delete-webhook"
|
|
cmd.Short = `Delete a webhook.`
|
|
cmd.Long = `Delete a webhook.
|
|
|
|
**NOTE:** This endpoint is in Public Preview.
|
|
|
|
Deletes a registry webhook.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(0)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
err = w.ModelRegistry.DeleteWebhook(ctx, deleteWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range deleteWebhookOverrides {
|
|
fn(cmd, &deleteWebhookReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newDeleteWebhook())
|
|
})
|
|
}
|
|
|
|
// start get-latest-versions command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var getLatestVersionsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.GetLatestVersionsRequest,
|
|
)
|
|
|
|
func newGetLatestVersions() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var getLatestVersionsReq ml.GetLatestVersionsRequest
|
|
var getLatestVersionsJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&getLatestVersionsJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
// TODO: array: stages
|
|
|
|
cmd.Use = "get-latest-versions NAME"
|
|
cmd.Short = `Get the latest version.`
|
|
cmd.Long = `Get the latest version.
|
|
|
|
Gets the latest version of a registered model.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = getLatestVersionsJson.Unmarshal(&getLatestVersionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
getLatestVersionsReq.Name = args[0]
|
|
}
|
|
|
|
response, err := w.ModelRegistry.GetLatestVersionsAll(ctx, getLatestVersionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range getLatestVersionsOverrides {
|
|
fn(cmd, &getLatestVersionsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newGetLatestVersions())
|
|
})
|
|
}
|
|
|
|
// start get-model command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var getModelOverrides []func(
|
|
*cobra.Command,
|
|
*ml.GetModelRequest,
|
|
)
|
|
|
|
func newGetModel() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var getModelReq ml.GetModelRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "get-model NAME"
|
|
cmd.Short = `Get model.`
|
|
cmd.Long = `Get model.
|
|
|
|
Get the details of a model. This is a Databricks workspace version of the
|
|
[MLflow endpoint] that also returns the model's Databricks workspace ID and
|
|
the permission level of the requesting user on the model.
|
|
|
|
[MLflow endpoint]: https://www.mlflow.org/docs/latest/rest-api.html#get-registeredmodel`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
getModelReq.Name = args[0]
|
|
|
|
response, err := w.ModelRegistry.GetModel(ctx, getModelReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range getModelOverrides {
|
|
fn(cmd, &getModelReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newGetModel())
|
|
})
|
|
}
|
|
|
|
// start get-model-version command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var getModelVersionOverrides []func(
|
|
*cobra.Command,
|
|
*ml.GetModelVersionRequest,
|
|
)
|
|
|
|
func newGetModelVersion() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var getModelVersionReq ml.GetModelVersionRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "get-model-version NAME VERSION"
|
|
cmd.Short = `Get a model version.`
|
|
cmd.Long = `Get a model version.
|
|
|
|
Get a model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
getModelVersionReq.Name = args[0]
|
|
getModelVersionReq.Version = args[1]
|
|
|
|
response, err := w.ModelRegistry.GetModelVersion(ctx, getModelVersionReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range getModelVersionOverrides {
|
|
fn(cmd, &getModelVersionReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newGetModelVersion())
|
|
})
|
|
}
|
|
|
|
// start get-model-version-download-uri command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var getModelVersionDownloadUriOverrides []func(
|
|
*cobra.Command,
|
|
*ml.GetModelVersionDownloadUriRequest,
|
|
)
|
|
|
|
func newGetModelVersionDownloadUri() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var getModelVersionDownloadUriReq ml.GetModelVersionDownloadUriRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "get-model-version-download-uri NAME VERSION"
|
|
cmd.Short = `Get a model version URI.`
|
|
cmd.Long = `Get a model version URI.
|
|
|
|
Gets a URI to download the model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
getModelVersionDownloadUriReq.Name = args[0]
|
|
getModelVersionDownloadUriReq.Version = args[1]
|
|
|
|
response, err := w.ModelRegistry.GetModelVersionDownloadUri(ctx, getModelVersionDownloadUriReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range getModelVersionDownloadUriOverrides {
|
|
fn(cmd, &getModelVersionDownloadUriReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newGetModelVersionDownloadUri())
|
|
})
|
|
}
|
|
|
|
// start get-permission-levels command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var getPermissionLevelsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.GetRegisteredModelPermissionLevelsRequest,
|
|
)
|
|
|
|
func newGetPermissionLevels() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var getPermissionLevelsReq ml.GetRegisteredModelPermissionLevelsRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "get-permission-levels REGISTERED_MODEL_ID"
|
|
cmd.Short = `Get registered model permission levels.`
|
|
cmd.Long = `Get registered model permission levels.
|
|
|
|
Gets the permission levels that a user can have on an object.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
getPermissionLevelsReq.RegisteredModelId = args[0]
|
|
|
|
response, err := w.ModelRegistry.GetPermissionLevels(ctx, getPermissionLevelsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range getPermissionLevelsOverrides {
|
|
fn(cmd, &getPermissionLevelsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newGetPermissionLevels())
|
|
})
|
|
}
|
|
|
|
// start get-permissions command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var getPermissionsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.GetRegisteredModelPermissionsRequest,
|
|
)
|
|
|
|
func newGetPermissions() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var getPermissionsReq ml.GetRegisteredModelPermissionsRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "get-permissions REGISTERED_MODEL_ID"
|
|
cmd.Short = `Get registered model permissions.`
|
|
cmd.Long = `Get registered model permissions.
|
|
|
|
Gets the permissions of a registered model. Registered models can inherit
|
|
permissions from their root object.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
getPermissionsReq.RegisteredModelId = args[0]
|
|
|
|
response, err := w.ModelRegistry.GetPermissions(ctx, getPermissionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range getPermissionsOverrides {
|
|
fn(cmd, &getPermissionsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newGetPermissions())
|
|
})
|
|
}
|
|
|
|
// start list-models command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var listModelsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.ListModelsRequest,
|
|
)
|
|
|
|
func newListModels() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var listModelsReq ml.ListModelsRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Flags().IntVar(&listModelsReq.MaxResults, "max-results", listModelsReq.MaxResults, `Maximum number of registered models desired.`)
|
|
cmd.Flags().StringVar(&listModelsReq.PageToken, "page-token", listModelsReq.PageToken, `Pagination token to go to the next page based on a previous query.`)
|
|
|
|
cmd.Use = "list-models"
|
|
cmd.Short = `List models.`
|
|
cmd.Long = `List models.
|
|
|
|
Lists all available registered models, up to the limit specified in
|
|
__max_results__.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(0)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
response, err := w.ModelRegistry.ListModelsAll(ctx, listModelsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range listModelsOverrides {
|
|
fn(cmd, &listModelsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newListModels())
|
|
})
|
|
}
|
|
|
|
// start list-transition-requests command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var listTransitionRequestsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.ListTransitionRequestsRequest,
|
|
)
|
|
|
|
func newListTransitionRequests() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var listTransitionRequestsReq ml.ListTransitionRequestsRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Use = "list-transition-requests NAME VERSION"
|
|
cmd.Short = `List transition requests.`
|
|
cmd.Long = `List transition requests.
|
|
|
|
Gets a list of all open stage transition requests for the model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
listTransitionRequestsReq.Name = args[0]
|
|
listTransitionRequestsReq.Version = args[1]
|
|
|
|
response, err := w.ModelRegistry.ListTransitionRequestsAll(ctx, listTransitionRequestsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range listTransitionRequestsOverrides {
|
|
fn(cmd, &listTransitionRequestsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newListTransitionRequests())
|
|
})
|
|
}
|
|
|
|
// start list-webhooks command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var listWebhooksOverrides []func(
|
|
*cobra.Command,
|
|
*ml.ListWebhooksRequest,
|
|
)
|
|
|
|
func newListWebhooks() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var listWebhooksReq ml.ListWebhooksRequest
|
|
|
|
// TODO: short flags
|
|
|
|
// TODO: array: events
|
|
cmd.Flags().StringVar(&listWebhooksReq.ModelName, "model-name", listWebhooksReq.ModelName, `If not specified, all webhooks associated with the specified events are listed, regardless of their associated model.`)
|
|
cmd.Flags().StringVar(&listWebhooksReq.PageToken, "page-token", listWebhooksReq.PageToken, `Token indicating the page of artifact results to fetch.`)
|
|
|
|
cmd.Use = "list-webhooks"
|
|
cmd.Short = `List registry webhooks.`
|
|
cmd.Long = `List registry webhooks.
|
|
|
|
**NOTE:** This endpoint is in Public Preview.
|
|
|
|
Lists all registry webhooks.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(0)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
response, err := w.ModelRegistry.ListWebhooksAll(ctx, listWebhooksReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range listWebhooksOverrides {
|
|
fn(cmd, &listWebhooksReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newListWebhooks())
|
|
})
|
|
}
|
|
|
|
// start reject-transition-request command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var rejectTransitionRequestOverrides []func(
|
|
*cobra.Command,
|
|
*ml.RejectTransitionRequest,
|
|
)
|
|
|
|
func newRejectTransitionRequest() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var rejectTransitionRequestReq ml.RejectTransitionRequest
|
|
var rejectTransitionRequestJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&rejectTransitionRequestJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&rejectTransitionRequestReq.Comment, "comment", rejectTransitionRequestReq.Comment, `User-provided comment on the action.`)
|
|
|
|
cmd.Use = "reject-transition-request NAME VERSION STAGE"
|
|
cmd.Short = `Reject a transition request.`
|
|
cmd.Long = `Reject a transition request.
|
|
|
|
Rejects a model version stage transition request.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(3)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = rejectTransitionRequestJson.Unmarshal(&rejectTransitionRequestReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
rejectTransitionRequestReq.Name = args[0]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
rejectTransitionRequestReq.Version = args[1]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
_, err = fmt.Sscan(args[2], &rejectTransitionRequestReq.Stage)
|
|
if err != nil {
|
|
return fmt.Errorf("invalid STAGE: %s", args[2])
|
|
}
|
|
}
|
|
|
|
response, err := w.ModelRegistry.RejectTransitionRequest(ctx, rejectTransitionRequestReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range rejectTransitionRequestOverrides {
|
|
fn(cmd, &rejectTransitionRequestReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newRejectTransitionRequest())
|
|
})
|
|
}
|
|
|
|
// start rename-model command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var renameModelOverrides []func(
|
|
*cobra.Command,
|
|
*ml.RenameModelRequest,
|
|
)
|
|
|
|
func newRenameModel() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var renameModelReq ml.RenameModelRequest
|
|
var renameModelJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&renameModelJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&renameModelReq.NewName, "new-name", renameModelReq.NewName, `If provided, updates the name for this registered_model.`)
|
|
|
|
cmd.Use = "rename-model NAME"
|
|
cmd.Short = `Rename a model.`
|
|
cmd.Long = `Rename a model.
|
|
|
|
Renames a registered model.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = renameModelJson.Unmarshal(&renameModelReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
renameModelReq.Name = args[0]
|
|
}
|
|
|
|
response, err := w.ModelRegistry.RenameModel(ctx, renameModelReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range renameModelOverrides {
|
|
fn(cmd, &renameModelReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newRenameModel())
|
|
})
|
|
}
|
|
|
|
// start search-model-versions command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var searchModelVersionsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.SearchModelVersionsRequest,
|
|
)
|
|
|
|
func newSearchModelVersions() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var searchModelVersionsReq ml.SearchModelVersionsRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Flags().StringVar(&searchModelVersionsReq.Filter, "filter", searchModelVersionsReq.Filter, `String filter condition, like "name='my-model-name'".`)
|
|
cmd.Flags().IntVar(&searchModelVersionsReq.MaxResults, "max-results", searchModelVersionsReq.MaxResults, `Maximum number of models desired.`)
|
|
// TODO: array: order_by
|
|
cmd.Flags().StringVar(&searchModelVersionsReq.PageToken, "page-token", searchModelVersionsReq.PageToken, `Pagination token to go to next page based on previous search query.`)
|
|
|
|
cmd.Use = "search-model-versions"
|
|
cmd.Short = `Searches model versions.`
|
|
cmd.Long = `Searches model versions.
|
|
|
|
Searches for specific model versions based on the supplied __filter__.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(0)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
response, err := w.ModelRegistry.SearchModelVersionsAll(ctx, searchModelVersionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range searchModelVersionsOverrides {
|
|
fn(cmd, &searchModelVersionsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newSearchModelVersions())
|
|
})
|
|
}
|
|
|
|
// start search-models command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var searchModelsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.SearchModelsRequest,
|
|
)
|
|
|
|
func newSearchModels() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var searchModelsReq ml.SearchModelsRequest
|
|
|
|
// TODO: short flags
|
|
|
|
cmd.Flags().StringVar(&searchModelsReq.Filter, "filter", searchModelsReq.Filter, `String filter condition, like "name LIKE 'my-model-name'".`)
|
|
cmd.Flags().IntVar(&searchModelsReq.MaxResults, "max-results", searchModelsReq.MaxResults, `Maximum number of models desired.`)
|
|
// TODO: array: order_by
|
|
cmd.Flags().StringVar(&searchModelsReq.PageToken, "page-token", searchModelsReq.PageToken, `Pagination token to go to the next page based on a previous search query.`)
|
|
|
|
cmd.Use = "search-models"
|
|
cmd.Short = `Search models.`
|
|
cmd.Long = `Search models.
|
|
|
|
Search for registered models based on the specified __filter__.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(0)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
response, err := w.ModelRegistry.SearchModelsAll(ctx, searchModelsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range searchModelsOverrides {
|
|
fn(cmd, &searchModelsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newSearchModels())
|
|
})
|
|
}
|
|
|
|
// start set-model-tag command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var setModelTagOverrides []func(
|
|
*cobra.Command,
|
|
*ml.SetModelTagRequest,
|
|
)
|
|
|
|
func newSetModelTag() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var setModelTagReq ml.SetModelTagRequest
|
|
var setModelTagJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&setModelTagJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Use = "set-model-tag NAME KEY VALUE"
|
|
cmd.Short = `Set a tag.`
|
|
cmd.Long = `Set a tag.
|
|
|
|
Sets a tag on a registered model.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(3)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = setModelTagJson.Unmarshal(&setModelTagReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelTagReq.Name = args[0]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelTagReq.Key = args[1]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelTagReq.Value = args[2]
|
|
}
|
|
|
|
err = w.ModelRegistry.SetModelTag(ctx, setModelTagReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range setModelTagOverrides {
|
|
fn(cmd, &setModelTagReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newSetModelTag())
|
|
})
|
|
}
|
|
|
|
// start set-model-version-tag command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var setModelVersionTagOverrides []func(
|
|
*cobra.Command,
|
|
*ml.SetModelVersionTagRequest,
|
|
)
|
|
|
|
func newSetModelVersionTag() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var setModelVersionTagReq ml.SetModelVersionTagRequest
|
|
var setModelVersionTagJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&setModelVersionTagJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Use = "set-model-version-tag NAME VERSION KEY VALUE"
|
|
cmd.Short = `Set a version tag.`
|
|
cmd.Long = `Set a version tag.
|
|
|
|
Sets a model version tag.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(4)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = setModelVersionTagJson.Unmarshal(&setModelVersionTagReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelVersionTagReq.Name = args[0]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelVersionTagReq.Version = args[1]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelVersionTagReq.Key = args[2]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
setModelVersionTagReq.Value = args[3]
|
|
}
|
|
|
|
err = w.ModelRegistry.SetModelVersionTag(ctx, setModelVersionTagReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range setModelVersionTagOverrides {
|
|
fn(cmd, &setModelVersionTagReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newSetModelVersionTag())
|
|
})
|
|
}
|
|
|
|
// start set-permissions command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var setPermissionsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.RegisteredModelPermissionsRequest,
|
|
)
|
|
|
|
func newSetPermissions() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var setPermissionsReq ml.RegisteredModelPermissionsRequest
|
|
var setPermissionsJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&setPermissionsJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
// TODO: array: access_control_list
|
|
|
|
cmd.Use = "set-permissions REGISTERED_MODEL_ID"
|
|
cmd.Short = `Set registered model permissions.`
|
|
cmd.Long = `Set registered model permissions.
|
|
|
|
Sets permissions on a registered model. Registered models can inherit
|
|
permissions from their root object.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = setPermissionsJson.Unmarshal(&setPermissionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
setPermissionsReq.RegisteredModelId = args[0]
|
|
|
|
response, err := w.ModelRegistry.SetPermissions(ctx, setPermissionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range setPermissionsOverrides {
|
|
fn(cmd, &setPermissionsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newSetPermissions())
|
|
})
|
|
}
|
|
|
|
// start test-registry-webhook command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var testRegistryWebhookOverrides []func(
|
|
*cobra.Command,
|
|
*ml.TestRegistryWebhookRequest,
|
|
)
|
|
|
|
func newTestRegistryWebhook() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var testRegistryWebhookReq ml.TestRegistryWebhookRequest
|
|
var testRegistryWebhookJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&testRegistryWebhookJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().Var(&testRegistryWebhookReq.Event, "event", `If event is specified, the test trigger uses the specified event.`)
|
|
|
|
cmd.Use = "test-registry-webhook ID"
|
|
cmd.Short = `Test a webhook.`
|
|
cmd.Long = `Test a webhook.
|
|
|
|
**NOTE:** This endpoint is in Public Preview.
|
|
|
|
Tests a registry webhook.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = testRegistryWebhookJson.Unmarshal(&testRegistryWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
testRegistryWebhookReq.Id = args[0]
|
|
}
|
|
|
|
response, err := w.ModelRegistry.TestRegistryWebhook(ctx, testRegistryWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range testRegistryWebhookOverrides {
|
|
fn(cmd, &testRegistryWebhookReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newTestRegistryWebhook())
|
|
})
|
|
}
|
|
|
|
// start transition-stage command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var transitionStageOverrides []func(
|
|
*cobra.Command,
|
|
*ml.TransitionModelVersionStageDatabricks,
|
|
)
|
|
|
|
func newTransitionStage() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var transitionStageReq ml.TransitionModelVersionStageDatabricks
|
|
var transitionStageJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&transitionStageJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&transitionStageReq.Comment, "comment", transitionStageReq.Comment, `User-provided comment on the action.`)
|
|
|
|
cmd.Use = "transition-stage NAME VERSION STAGE ARCHIVE_EXISTING_VERSIONS"
|
|
cmd.Short = `Transition a stage.`
|
|
cmd.Long = `Transition a stage.
|
|
|
|
Transition a model version's stage. This is a Databricks workspace version of
|
|
the [MLflow endpoint] that also accepts a comment associated with the
|
|
transition to be recorded.",
|
|
|
|
[MLflow endpoint]: https://www.mlflow.org/docs/latest/rest-api.html#transition-modelversion-stage`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(4)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = transitionStageJson.Unmarshal(&transitionStageReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
transitionStageReq.Name = args[0]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
transitionStageReq.Version = args[1]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
_, err = fmt.Sscan(args[2], &transitionStageReq.Stage)
|
|
if err != nil {
|
|
return fmt.Errorf("invalid STAGE: %s", args[2])
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
_, err = fmt.Sscan(args[3], &transitionStageReq.ArchiveExistingVersions)
|
|
if err != nil {
|
|
return fmt.Errorf("invalid ARCHIVE_EXISTING_VERSIONS: %s", args[3])
|
|
}
|
|
}
|
|
|
|
response, err := w.ModelRegistry.TransitionStage(ctx, transitionStageReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range transitionStageOverrides {
|
|
fn(cmd, &transitionStageReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newTransitionStage())
|
|
})
|
|
}
|
|
|
|
// start update-comment command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var updateCommentOverrides []func(
|
|
*cobra.Command,
|
|
*ml.UpdateComment,
|
|
)
|
|
|
|
func newUpdateComment() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var updateCommentReq ml.UpdateComment
|
|
var updateCommentJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&updateCommentJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Use = "update-comment ID COMMENT"
|
|
cmd.Short = `Update a comment.`
|
|
cmd.Long = `Update a comment.
|
|
|
|
Post an edit to a comment on a model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = updateCommentJson.Unmarshal(&updateCommentReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
updateCommentReq.Id = args[0]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
updateCommentReq.Comment = args[1]
|
|
}
|
|
|
|
response, err := w.ModelRegistry.UpdateComment(ctx, updateCommentReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range updateCommentOverrides {
|
|
fn(cmd, &updateCommentReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newUpdateComment())
|
|
})
|
|
}
|
|
|
|
// start update-model command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var updateModelOverrides []func(
|
|
*cobra.Command,
|
|
*ml.UpdateModelRequest,
|
|
)
|
|
|
|
func newUpdateModel() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var updateModelReq ml.UpdateModelRequest
|
|
var updateModelJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&updateModelJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&updateModelReq.Description, "description", updateModelReq.Description, `If provided, updates the description for this registered_model.`)
|
|
|
|
cmd.Use = "update-model NAME"
|
|
cmd.Short = `Update model.`
|
|
cmd.Long = `Update model.
|
|
|
|
Updates a registered model.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = updateModelJson.Unmarshal(&updateModelReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
updateModelReq.Name = args[0]
|
|
}
|
|
|
|
err = w.ModelRegistry.UpdateModel(ctx, updateModelReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range updateModelOverrides {
|
|
fn(cmd, &updateModelReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newUpdateModel())
|
|
})
|
|
}
|
|
|
|
// start update-model-version command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var updateModelVersionOverrides []func(
|
|
*cobra.Command,
|
|
*ml.UpdateModelVersionRequest,
|
|
)
|
|
|
|
func newUpdateModelVersion() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var updateModelVersionReq ml.UpdateModelVersionRequest
|
|
var updateModelVersionJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&updateModelVersionJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&updateModelVersionReq.Description, "description", updateModelVersionReq.Description, `If provided, updates the description for this registered_model.`)
|
|
|
|
cmd.Use = "update-model-version NAME VERSION"
|
|
cmd.Short = `Update model version.`
|
|
cmd.Long = `Update model version.
|
|
|
|
Updates the model version.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(2)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = updateModelVersionJson.Unmarshal(&updateModelVersionReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
updateModelVersionReq.Name = args[0]
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
updateModelVersionReq.Version = args[1]
|
|
}
|
|
|
|
err = w.ModelRegistry.UpdateModelVersion(ctx, updateModelVersionReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range updateModelVersionOverrides {
|
|
fn(cmd, &updateModelVersionReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newUpdateModelVersion())
|
|
})
|
|
}
|
|
|
|
// start update-permissions command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var updatePermissionsOverrides []func(
|
|
*cobra.Command,
|
|
*ml.RegisteredModelPermissionsRequest,
|
|
)
|
|
|
|
func newUpdatePermissions() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var updatePermissionsReq ml.RegisteredModelPermissionsRequest
|
|
var updatePermissionsJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&updatePermissionsJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
// TODO: array: access_control_list
|
|
|
|
cmd.Use = "update-permissions REGISTERED_MODEL_ID"
|
|
cmd.Short = `Update registered model permissions.`
|
|
cmd.Long = `Update registered model permissions.
|
|
|
|
Updates the permissions on a registered model. Registered models can inherit
|
|
permissions from their root object.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = updatePermissionsJson.Unmarshal(&updatePermissionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
updatePermissionsReq.RegisteredModelId = args[0]
|
|
|
|
response, err := w.ModelRegistry.UpdatePermissions(ctx, updatePermissionsReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return cmdio.Render(ctx, response)
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range updatePermissionsOverrides {
|
|
fn(cmd, &updatePermissionsReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newUpdatePermissions())
|
|
})
|
|
}
|
|
|
|
// start update-webhook command
|
|
|
|
// Slice with functions to override default command behavior.
|
|
// Functions can be added from the `init()` function in manually curated files in this directory.
|
|
var updateWebhookOverrides []func(
|
|
*cobra.Command,
|
|
*ml.UpdateRegistryWebhook,
|
|
)
|
|
|
|
func newUpdateWebhook() *cobra.Command {
|
|
cmd := &cobra.Command{}
|
|
|
|
var updateWebhookReq ml.UpdateRegistryWebhook
|
|
var updateWebhookJson flags.JsonFlag
|
|
|
|
// TODO: short flags
|
|
cmd.Flags().Var(&updateWebhookJson, "json", `either inline JSON string or @path/to/file.json with request body`)
|
|
|
|
cmd.Flags().StringVar(&updateWebhookReq.Description, "description", updateWebhookReq.Description, `User-specified description for the webhook.`)
|
|
// TODO: array: events
|
|
// TODO: complex arg: http_url_spec
|
|
// TODO: complex arg: job_spec
|
|
cmd.Flags().Var(&updateWebhookReq.Status, "status", `Enable or disable triggering the webhook, or put the webhook into test mode.`)
|
|
|
|
cmd.Use = "update-webhook ID"
|
|
cmd.Short = `Update a webhook.`
|
|
cmd.Long = `Update a webhook.
|
|
|
|
**NOTE:** This endpoint is in Public Preview.
|
|
|
|
Updates a registry webhook.`
|
|
|
|
cmd.Annotations = make(map[string]string)
|
|
|
|
cmd.Args = func(cmd *cobra.Command, args []string) error {
|
|
check := cobra.ExactArgs(1)
|
|
if cmd.Flags().Changed("json") {
|
|
check = cobra.ExactArgs(0)
|
|
}
|
|
return check(cmd, args)
|
|
}
|
|
|
|
cmd.PreRunE = root.MustWorkspaceClient
|
|
cmd.RunE = func(cmd *cobra.Command, args []string) (err error) {
|
|
ctx := cmd.Context()
|
|
w := root.WorkspaceClient(ctx)
|
|
|
|
if cmd.Flags().Changed("json") {
|
|
err = updateWebhookJson.Unmarshal(&updateWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if !cmd.Flags().Changed("json") {
|
|
updateWebhookReq.Id = args[0]
|
|
}
|
|
|
|
err = w.ModelRegistry.UpdateWebhook(ctx, updateWebhookReq)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
// Disable completions since they are not applicable.
|
|
// Can be overridden by manual implementation in `override.go`.
|
|
cmd.ValidArgsFunction = cobra.NoFileCompletions
|
|
|
|
// Apply optional overrides to this command.
|
|
for _, fn := range updateWebhookOverrides {
|
|
fn(cmd, &updateWebhookReq)
|
|
}
|
|
|
|
return cmd
|
|
}
|
|
|
|
func init() {
|
|
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
|
|
cmd.AddCommand(newUpdateWebhook())
|
|
})
|
|
}
|
|
|
|
// end service ModelRegistry
|