databricks-cli/cmd/workspace/lakehouse-monitors/lakehouse-monitors.go

712 lines
20 KiB
Go
Executable File

// Code generated from OpenAPI specs by Databricks SDK Generator. DO NOT EDIT.
package lakehouse_monitors
import (
"fmt"
"github.com/databricks/cli/cmd/root"
"github.com/databricks/cli/libs/cmdio"
"github.com/databricks/cli/libs/flags"
"github.com/databricks/databricks-sdk-go/service/catalog"
"github.com/spf13/cobra"
)
// Slice with functions to override default command behavior.
// Functions can be added from the `init()` function in manually curated files in this directory.
var cmdOverrides []func(*cobra.Command)
func New() *cobra.Command {
cmd := &cobra.Command{
Use: "lakehouse-monitors",
Short: `A monitor computes and monitors data or model quality metrics for a table over time.`,
Long: `A monitor computes and monitors data or model quality metrics for a table over
time. It generates metrics tables and a dashboard that you can use to monitor
table health and set alerts.
Most write operations require the user to be the owner of the table (or its
parent schema or parent catalog). Viewing the dashboard, computed metrics, or
monitor configuration only requires the user to have **SELECT** privileges on
the table (along with **USE_SCHEMA** and **USE_CATALOG**).`,
GroupID: "catalog",
Annotations: map[string]string{
"package": "catalog",
},
}
// Apply optional overrides to this command.
for _, fn := range cmdOverrides {
fn(cmd)
}
return cmd
}
// start cancel-refresh 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 cancelRefreshOverrides []func(
*cobra.Command,
*catalog.CancelRefreshRequest,
)
func newCancelRefresh() *cobra.Command {
cmd := &cobra.Command{}
var cancelRefreshReq catalog.CancelRefreshRequest
// TODO: short flags
cmd.Use = "cancel-refresh FULL_NAME REFRESH_ID"
cmd.Short = `Cancel refresh.`
cmd.Long = `Cancel refresh.
Cancel an active monitor refresh for the given refresh ID.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema - be an
owner of the table
Additionally, the call must be made from the workspace where the monitor was
created.
Arguments:
FULL_NAME: Full name of the table.
REFRESH_ID: ID of the refresh.`
// This command is being previewed; hide from help output.
cmd.Hidden = true
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)
cancelRefreshReq.FullName = args[0]
cancelRefreshReq.RefreshId = args[1]
err = w.LakehouseMonitors.CancelRefresh(ctx, cancelRefreshReq)
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 cancelRefreshOverrides {
fn(cmd, &cancelRefreshReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newCancelRefresh())
})
}
// start create 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 createOverrides []func(
*cobra.Command,
*catalog.CreateMonitor,
)
func newCreate() *cobra.Command {
cmd := &cobra.Command{}
var createReq catalog.CreateMonitor
var createJson flags.JsonFlag
// TODO: short flags
cmd.Flags().Var(&createJson, "json", `either inline JSON string or @path/to/file.json with request body`)
cmd.Flags().StringVar(&createReq.BaselineTableName, "baseline-table-name", createReq.BaselineTableName, `Name of the baseline table from which drift metrics are computed from.`)
// TODO: array: custom_metrics
// TODO: complex arg: data_classification_config
// TODO: complex arg: inference_log
// TODO: array: notifications
// TODO: complex arg: schedule
cmd.Flags().BoolVar(&createReq.SkipBuiltinDashboard, "skip-builtin-dashboard", createReq.SkipBuiltinDashboard, `Whether to skip creating a default dashboard summarizing data quality metrics.`)
// TODO: array: slicing_exprs
// TODO: output-only field
// TODO: complex arg: time_series
cmd.Flags().StringVar(&createReq.WarehouseId, "warehouse-id", createReq.WarehouseId, `Optional argument to specify the warehouse for dashboard creation.`)
cmd.Use = "create FULL_NAME ASSETS_DIR OUTPUT_SCHEMA_NAME"
cmd.Short = `Create a table monitor.`
cmd.Long = `Create a table monitor.
Creates a new monitor for the specified table.
The caller must either: 1. be an owner of the table's parent catalog, have
**USE_SCHEMA** on the table's parent schema, and have **SELECT** access on the
table 2. have **USE_CATALOG** on the table's parent catalog, be an owner of
the table's parent schema, and have **SELECT** access on the table. 3. have
the following permissions: - **USE_CATALOG** on the table's parent catalog -
**USE_SCHEMA** on the table's parent schema - be an owner of the table.
Workspace assets, such as the dashboard, will be created in the workspace
where this call was made.
Arguments:
FULL_NAME: Full name of the table.
ASSETS_DIR: The directory to store monitoring assets (e.g. dashboard, metric tables).
OUTPUT_SCHEMA_NAME: Schema where output metric tables are created.`
cmd.Annotations = make(map[string]string)
cmd.Args = func(cmd *cobra.Command, args []string) error {
if cmd.Flags().Changed("json") {
err := cobra.ExactArgs(1)(cmd, args)
if err != nil {
return fmt.Errorf("when --json flag is specified, provide only FULL_NAME as positional arguments. Provide 'assets_dir', 'output_schema_name' in your JSON input")
}
return nil
}
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)
if cmd.Flags().Changed("json") {
err = createJson.Unmarshal(&createReq)
if err != nil {
return err
}
}
createReq.FullName = args[0]
if !cmd.Flags().Changed("json") {
createReq.AssetsDir = args[1]
}
if !cmd.Flags().Changed("json") {
createReq.OutputSchemaName = args[2]
}
response, err := w.LakehouseMonitors.Create(ctx, createReq)
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 createOverrides {
fn(cmd, &createReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newCreate())
})
}
// start delete 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 deleteOverrides []func(
*cobra.Command,
*catalog.DeleteLakehouseMonitorRequest,
)
func newDelete() *cobra.Command {
cmd := &cobra.Command{}
var deleteReq catalog.DeleteLakehouseMonitorRequest
// TODO: short flags
cmd.Use = "delete FULL_NAME"
cmd.Short = `Delete a table monitor.`
cmd.Long = `Delete a table monitor.
Deletes a monitor for the specified table.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema - be an
owner of the table.
Additionally, the call must be made from the workspace where the monitor was
created.
Note that the metric tables and dashboard will not be deleted as part of this
call; those assets must be manually cleaned up (if desired).
Arguments:
FULL_NAME: Full name of the table.`
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)
deleteReq.FullName = args[0]
err = w.LakehouseMonitors.Delete(ctx, deleteReq)
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 deleteOverrides {
fn(cmd, &deleteReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newDelete())
})
}
// start get 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 getOverrides []func(
*cobra.Command,
*catalog.GetLakehouseMonitorRequest,
)
func newGet() *cobra.Command {
cmd := &cobra.Command{}
var getReq catalog.GetLakehouseMonitorRequest
// TODO: short flags
cmd.Use = "get FULL_NAME"
cmd.Short = `Get a table monitor.`
cmd.Long = `Get a table monitor.
Gets a monitor for the specified table.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema. 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema -
**SELECT** privilege on the table.
The returned information includes configuration values, as well as information
on assets created by the monitor. Some information (e.g., dashboard) may be
filtered out if the caller is in a different workspace than where the monitor
was created.
Arguments:
FULL_NAME: Full name of the table.`
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)
getReq.FullName = args[0]
response, err := w.LakehouseMonitors.Get(ctx, getReq)
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 getOverrides {
fn(cmd, &getReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newGet())
})
}
// start get-refresh 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 getRefreshOverrides []func(
*cobra.Command,
*catalog.GetRefreshRequest,
)
func newGetRefresh() *cobra.Command {
cmd := &cobra.Command{}
var getRefreshReq catalog.GetRefreshRequest
// TODO: short flags
cmd.Use = "get-refresh FULL_NAME REFRESH_ID"
cmd.Short = `Get refresh.`
cmd.Long = `Get refresh.
Gets info about a specific monitor refresh using the given refresh ID.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema -
**SELECT** privilege on the table.
Additionally, the call must be made from the workspace where the monitor was
created.
Arguments:
FULL_NAME: Full name of the table.
REFRESH_ID: ID of the refresh.`
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)
getRefreshReq.FullName = args[0]
getRefreshReq.RefreshId = args[1]
response, err := w.LakehouseMonitors.GetRefresh(ctx, getRefreshReq)
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 getRefreshOverrides {
fn(cmd, &getRefreshReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newGetRefresh())
})
}
// start list-refreshes 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 listRefreshesOverrides []func(
*cobra.Command,
*catalog.ListRefreshesRequest,
)
func newListRefreshes() *cobra.Command {
cmd := &cobra.Command{}
var listRefreshesReq catalog.ListRefreshesRequest
// TODO: short flags
cmd.Use = "list-refreshes FULL_NAME"
cmd.Short = `List refreshes.`
cmd.Long = `List refreshes.
Gets an array containing the history of the most recent refreshes (up to 25)
for this table.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema -
**SELECT** privilege on the table.
Additionally, the call must be made from the workspace where the monitor was
created.
Arguments:
FULL_NAME: Full name of the table.`
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)
listRefreshesReq.FullName = args[0]
response, err := w.LakehouseMonitors.ListRefreshes(ctx, listRefreshesReq)
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 listRefreshesOverrides {
fn(cmd, &listRefreshesReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newListRefreshes())
})
}
// start run-refresh 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 runRefreshOverrides []func(
*cobra.Command,
*catalog.RunRefreshRequest,
)
func newRunRefresh() *cobra.Command {
cmd := &cobra.Command{}
var runRefreshReq catalog.RunRefreshRequest
// TODO: short flags
cmd.Use = "run-refresh FULL_NAME"
cmd.Short = `Queue a metric refresh for a monitor.`
cmd.Long = `Queue a metric refresh for a monitor.
Queues a metric refresh on the monitor for the specified table. The refresh
will execute in the background.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema - be an
owner of the table
Additionally, the call must be made from the workspace where the monitor was
created.
Arguments:
FULL_NAME: Full name of the table.`
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)
runRefreshReq.FullName = args[0]
response, err := w.LakehouseMonitors.RunRefresh(ctx, runRefreshReq)
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 runRefreshOverrides {
fn(cmd, &runRefreshReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newRunRefresh())
})
}
// start update 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 updateOverrides []func(
*cobra.Command,
*catalog.UpdateMonitor,
)
func newUpdate() *cobra.Command {
cmd := &cobra.Command{}
var updateReq catalog.UpdateMonitor
var updateJson flags.JsonFlag
// TODO: short flags
cmd.Flags().Var(&updateJson, "json", `either inline JSON string or @path/to/file.json with request body`)
cmd.Flags().StringVar(&updateReq.BaselineTableName, "baseline-table-name", updateReq.BaselineTableName, `Name of the baseline table from which drift metrics are computed from.`)
// TODO: array: custom_metrics
// TODO: complex arg: data_classification_config
// TODO: complex arg: inference_log
// TODO: array: notifications
// TODO: complex arg: schedule
// TODO: array: slicing_exprs
// TODO: output-only field
// TODO: complex arg: time_series
cmd.Use = "update FULL_NAME OUTPUT_SCHEMA_NAME"
cmd.Short = `Update a table monitor.`
cmd.Long = `Update a table monitor.
Updates a monitor for the specified table.
The caller must either: 1. be an owner of the table's parent catalog 2. have
**USE_CATALOG** on the table's parent catalog and be an owner of the table's
parent schema 3. have the following permissions: - **USE_CATALOG** on the
table's parent catalog - **USE_SCHEMA** on the table's parent schema - be an
owner of the table.
Additionally, the call must be made from the workspace where the monitor was
created, and the caller must be the original creator of the monitor.
Certain configuration fields, such as output asset identifiers, cannot be
updated.
Arguments:
FULL_NAME: Full name of the table.
OUTPUT_SCHEMA_NAME: Schema where output metric tables are created.`
cmd.Annotations = make(map[string]string)
cmd.Args = func(cmd *cobra.Command, args []string) error {
if cmd.Flags().Changed("json") {
err := cobra.ExactArgs(1)(cmd, args)
if err != nil {
return fmt.Errorf("when --json flag is specified, provide only FULL_NAME as positional arguments. Provide 'output_schema_name' in your JSON input")
}
return nil
}
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)
if cmd.Flags().Changed("json") {
err = updateJson.Unmarshal(&updateReq)
if err != nil {
return err
}
}
updateReq.FullName = args[0]
if !cmd.Flags().Changed("json") {
updateReq.OutputSchemaName = args[1]
}
response, err := w.LakehouseMonitors.Update(ctx, updateReq)
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 updateOverrides {
fn(cmd, &updateReq)
}
return cmd
}
func init() {
cmdOverrides = append(cmdOverrides, func(cmd *cobra.Command) {
cmd.AddCommand(newUpdate())
})
}
// end service LakehouseMonitors