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Databricks v1.50.2 published on Tuesday, Sep 24, 2024 by Pulumi

databricks.SqlAlert

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Databricks v1.50.2 published on Tuesday, Sep 24, 2024 by Pulumi

    This resource allows you to manage Databricks SQL Alerts.

    Note: To manage SQLA resources you must have databricks_sql_access on your databricks.Group or databricks_user.

    Example Usage

    import * as pulumi from "@pulumi/pulumi";
    import * as databricks from "@pulumi/databricks";
    
    const sharedDir = new databricks.Directory("shared_dir", {path: "/Shared/Queries"});
    const _this = new databricks.SqlQuery("this", {
        dataSourceId: example.dataSourceId,
        name: "My Query Name",
        query: "SELECT 1 AS p1, 2 as p2",
        parent: pulumi.interpolate`folders/${sharedDir.objectId}`,
    });
    const alert = new databricks.SqlAlert("alert", {
        queryId: _this.id,
        name: "My Alert",
        parent: pulumi.interpolate`folders/${sharedDir.objectId}`,
        rearm: 1,
        options: {
            column: "p1",
            op: "==",
            value: "2",
            muted: false,
        },
    });
    
    import pulumi
    import pulumi_databricks as databricks
    
    shared_dir = databricks.Directory("shared_dir", path="/Shared/Queries")
    this = databricks.SqlQuery("this",
        data_source_id=example["dataSourceId"],
        name="My Query Name",
        query="SELECT 1 AS p1, 2 as p2",
        parent=shared_dir.object_id.apply(lambda object_id: f"folders/{object_id}"))
    alert = databricks.SqlAlert("alert",
        query_id=this.id,
        name="My Alert",
        parent=shared_dir.object_id.apply(lambda object_id: f"folders/{object_id}"),
        rearm=1,
        options={
            "column": "p1",
            "op": "==",
            "value": "2",
            "muted": False,
        })
    
    package main
    
    import (
    	"fmt"
    
    	"github.com/pulumi/pulumi-databricks/sdk/go/databricks"
    	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
    )
    
    func main() {
    	pulumi.Run(func(ctx *pulumi.Context) error {
    		sharedDir, err := databricks.NewDirectory(ctx, "shared_dir", &databricks.DirectoryArgs{
    			Path: pulumi.String("/Shared/Queries"),
    		})
    		if err != nil {
    			return err
    		}
    		this, err := databricks.NewSqlQuery(ctx, "this", &databricks.SqlQueryArgs{
    			DataSourceId: pulumi.Any(example.DataSourceId),
    			Name:         pulumi.String("My Query Name"),
    			Query:        pulumi.String("SELECT 1 AS p1, 2 as p2"),
    			Parent: sharedDir.ObjectId.ApplyT(func(objectId int) (string, error) {
    				return fmt.Sprintf("folders/%v", objectId), nil
    			}).(pulumi.StringOutput),
    		})
    		if err != nil {
    			return err
    		}
    		_, err = databricks.NewSqlAlert(ctx, "alert", &databricks.SqlAlertArgs{
    			QueryId: this.ID(),
    			Name:    pulumi.String("My Alert"),
    			Parent: sharedDir.ObjectId.ApplyT(func(objectId int) (string, error) {
    				return fmt.Sprintf("folders/%v", objectId), nil
    			}).(pulumi.StringOutput),
    			Rearm: pulumi.Int(1),
    			Options: &databricks.SqlAlertOptionsArgs{
    				Column: pulumi.String("p1"),
    				Op:     pulumi.String("=="),
    				Value:  pulumi.String("2"),
    				Muted:  pulumi.Bool(false),
    			},
    		})
    		if err != nil {
    			return err
    		}
    		return nil
    	})
    }
    
    using System.Collections.Generic;
    using System.Linq;
    using Pulumi;
    using Databricks = Pulumi.Databricks;
    
    return await Deployment.RunAsync(() => 
    {
        var sharedDir = new Databricks.Directory("shared_dir", new()
        {
            Path = "/Shared/Queries",
        });
    
        var @this = new Databricks.SqlQuery("this", new()
        {
            DataSourceId = example.DataSourceId,
            Name = "My Query Name",
            Query = "SELECT 1 AS p1, 2 as p2",
            Parent = sharedDir.ObjectId.Apply(objectId => $"folders/{objectId}"),
        });
    
        var alert = new Databricks.SqlAlert("alert", new()
        {
            QueryId = @this.Id,
            Name = "My Alert",
            Parent = sharedDir.ObjectId.Apply(objectId => $"folders/{objectId}"),
            Rearm = 1,
            Options = new Databricks.Inputs.SqlAlertOptionsArgs
            {
                Column = "p1",
                Op = "==",
                Value = "2",
                Muted = false,
            },
        });
    
    });
    
    package generated_program;
    
    import com.pulumi.Context;
    import com.pulumi.Pulumi;
    import com.pulumi.core.Output;
    import com.pulumi.databricks.Directory;
    import com.pulumi.databricks.DirectoryArgs;
    import com.pulumi.databricks.SqlQuery;
    import com.pulumi.databricks.SqlQueryArgs;
    import com.pulumi.databricks.SqlAlert;
    import com.pulumi.databricks.SqlAlertArgs;
    import com.pulumi.databricks.inputs.SqlAlertOptionsArgs;
    import java.util.List;
    import java.util.ArrayList;
    import java.util.Map;
    import java.io.File;
    import java.nio.file.Files;
    import java.nio.file.Paths;
    
    public class App {
        public static void main(String[] args) {
            Pulumi.run(App::stack);
        }
    
        public static void stack(Context ctx) {
            var sharedDir = new Directory("sharedDir", DirectoryArgs.builder()
                .path("/Shared/Queries")
                .build());
    
            var this_ = new SqlQuery("this", SqlQueryArgs.builder()
                .dataSourceId(example.dataSourceId())
                .name("My Query Name")
                .query("SELECT 1 AS p1, 2 as p2")
                .parent(sharedDir.objectId().applyValue(objectId -> String.format("folders/%s", objectId)))
                .build());
    
            var alert = new SqlAlert("alert", SqlAlertArgs.builder()
                .queryId(this_.id())
                .name("My Alert")
                .parent(sharedDir.objectId().applyValue(objectId -> String.format("folders/%s", objectId)))
                .rearm(1)
                .options(SqlAlertOptionsArgs.builder()
                    .column("p1")
                    .op("==")
                    .value("2")
                    .muted(false)
                    .build())
                .build());
    
        }
    }
    
    resources:
      sharedDir:
        type: databricks:Directory
        name: shared_dir
        properties:
          path: /Shared/Queries
      this:
        type: databricks:SqlQuery
        properties:
          dataSourceId: ${example.dataSourceId}
          name: My Query Name
          query: SELECT 1 AS p1, 2 as p2
          parent: folders/${sharedDir.objectId}
      alert:
        type: databricks:SqlAlert
        properties:
          queryId: ${this.id}
          name: My Alert
          parent: folders/${sharedDir.objectId}
          rearm: 1
          options:
            column: p1
            op: ==
            value: '2'
            muted: false
    

    The following resources are often used in the same context:

    • End to end workspace management guide.
    • databricks.SqlQuery to manage Databricks SQL Queries.
    • databricks.SqlEndpoint to manage Databricks SQL Endpoints.
    • databricks.Directory to manage directories in Databricks Workpace.

    Create SqlAlert Resource

    Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

    Constructor syntax

    new SqlAlert(name: string, args: SqlAlertArgs, opts?: CustomResourceOptions);
    @overload
    def SqlAlert(resource_name: str,
                 args: SqlAlertArgs,
                 opts: Optional[ResourceOptions] = None)
    
    @overload
    def SqlAlert(resource_name: str,
                 opts: Optional[ResourceOptions] = None,
                 options: Optional[SqlAlertOptionsArgs] = None,
                 query_id: Optional[str] = None,
                 created_at: Optional[str] = None,
                 name: Optional[str] = None,
                 parent: Optional[str] = None,
                 rearm: Optional[int] = None,
                 updated_at: Optional[str] = None)
    func NewSqlAlert(ctx *Context, name string, args SqlAlertArgs, opts ...ResourceOption) (*SqlAlert, error)
    public SqlAlert(string name, SqlAlertArgs args, CustomResourceOptions? opts = null)
    public SqlAlert(String name, SqlAlertArgs args)
    public SqlAlert(String name, SqlAlertArgs args, CustomResourceOptions options)
    
    type: databricks:SqlAlert
    properties: # The arguments to resource properties.
    options: # Bag of options to control resource's behavior.
    
    

    Parameters

    name string
    The unique name of the resource.
    args SqlAlertArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    resource_name str
    The unique name of the resource.
    args SqlAlertArgs
    The arguments to resource properties.
    opts ResourceOptions
    Bag of options to control resource's behavior.
    ctx Context
    Context object for the current deployment.
    name string
    The unique name of the resource.
    args SqlAlertArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args SqlAlertArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args SqlAlertArgs
    The arguments to resource properties.
    options CustomResourceOptions
    Bag of options to control resource's behavior.

    Constructor example

    The following reference example uses placeholder values for all input properties.

    var sqlAlertResource = new Databricks.SqlAlert("sqlAlertResource", new()
    {
        Options = new Databricks.Inputs.SqlAlertOptionsArgs
        {
            Column = "string",
            Op = "string",
            Value = "string",
            CustomBody = "string",
            CustomSubject = "string",
            EmptyResultState = "string",
            Muted = false,
        },
        QueryId = "string",
        CreatedAt = "string",
        Name = "string",
        Parent = "string",
        Rearm = 0,
        UpdatedAt = "string",
    });
    
    example, err := databricks.NewSqlAlert(ctx, "sqlAlertResource", &databricks.SqlAlertArgs{
    	Options: &databricks.SqlAlertOptionsArgs{
    		Column:           pulumi.String("string"),
    		Op:               pulumi.String("string"),
    		Value:            pulumi.String("string"),
    		CustomBody:       pulumi.String("string"),
    		CustomSubject:    pulumi.String("string"),
    		EmptyResultState: pulumi.String("string"),
    		Muted:            pulumi.Bool(false),
    	},
    	QueryId:   pulumi.String("string"),
    	CreatedAt: pulumi.String("string"),
    	Name:      pulumi.String("string"),
    	Parent:    pulumi.String("string"),
    	Rearm:     pulumi.Int(0),
    	UpdatedAt: pulumi.String("string"),
    })
    
    var sqlAlertResource = new SqlAlert("sqlAlertResource", SqlAlertArgs.builder()
        .options(SqlAlertOptionsArgs.builder()
            .column("string")
            .op("string")
            .value("string")
            .customBody("string")
            .customSubject("string")
            .emptyResultState("string")
            .muted(false)
            .build())
        .queryId("string")
        .createdAt("string")
        .name("string")
        .parent("string")
        .rearm(0)
        .updatedAt("string")
        .build());
    
    sql_alert_resource = databricks.SqlAlert("sqlAlertResource",
        options=databricks.SqlAlertOptionsArgs(
            column="string",
            op="string",
            value="string",
            custom_body="string",
            custom_subject="string",
            empty_result_state="string",
            muted=False,
        ),
        query_id="string",
        created_at="string",
        name="string",
        parent="string",
        rearm=0,
        updated_at="string")
    
    const sqlAlertResource = new databricks.SqlAlert("sqlAlertResource", {
        options: {
            column: "string",
            op: "string",
            value: "string",
            customBody: "string",
            customSubject: "string",
            emptyResultState: "string",
            muted: false,
        },
        queryId: "string",
        createdAt: "string",
        name: "string",
        parent: "string",
        rearm: 0,
        updatedAt: "string",
    });
    
    type: databricks:SqlAlert
    properties:
        createdAt: string
        name: string
        options:
            column: string
            customBody: string
            customSubject: string
            emptyResultState: string
            muted: false
            op: string
            value: string
        parent: string
        queryId: string
        rearm: 0
        updatedAt: string
    

    SqlAlert Resource Properties

    To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

    Inputs

    The SqlAlert resource accepts the following input properties:

    Options SqlAlertOptions
    Alert configuration options.
    QueryId string
    ID of the query evaluated by the alert.
    CreatedAt string
    Name string
    Name of the alert.
    Parent string
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    Rearm int
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    UpdatedAt string
    Options SqlAlertOptionsArgs
    Alert configuration options.
    QueryId string
    ID of the query evaluated by the alert.
    CreatedAt string
    Name string
    Name of the alert.
    Parent string
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    Rearm int
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    UpdatedAt string
    options SqlAlertOptions
    Alert configuration options.
    queryId String
    ID of the query evaluated by the alert.
    createdAt String
    name String
    Name of the alert.
    parent String
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    rearm Integer
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updatedAt String
    options SqlAlertOptions
    Alert configuration options.
    queryId string
    ID of the query evaluated by the alert.
    createdAt string
    name string
    Name of the alert.
    parent string
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    rearm number
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updatedAt string
    options SqlAlertOptionsArgs
    Alert configuration options.
    query_id str
    ID of the query evaluated by the alert.
    created_at str
    name str
    Name of the alert.
    parent str
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    rearm int
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updated_at str
    options Property Map
    Alert configuration options.
    queryId String
    ID of the query evaluated by the alert.
    createdAt String
    name String
    Name of the alert.
    parent String
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    rearm Number
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updatedAt String

    Outputs

    All input properties are implicitly available as output properties. Additionally, the SqlAlert resource produces the following output properties:

    Id string
    The provider-assigned unique ID for this managed resource.
    Id string
    The provider-assigned unique ID for this managed resource.
    id String
    The provider-assigned unique ID for this managed resource.
    id string
    The provider-assigned unique ID for this managed resource.
    id str
    The provider-assigned unique ID for this managed resource.
    id String
    The provider-assigned unique ID for this managed resource.

    Look up Existing SqlAlert Resource

    Get an existing SqlAlert resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.

    public static get(name: string, id: Input<ID>, state?: SqlAlertState, opts?: CustomResourceOptions): SqlAlert
    @staticmethod
    def get(resource_name: str,
            id: str,
            opts: Optional[ResourceOptions] = None,
            created_at: Optional[str] = None,
            name: Optional[str] = None,
            options: Optional[SqlAlertOptionsArgs] = None,
            parent: Optional[str] = None,
            query_id: Optional[str] = None,
            rearm: Optional[int] = None,
            updated_at: Optional[str] = None) -> SqlAlert
    func GetSqlAlert(ctx *Context, name string, id IDInput, state *SqlAlertState, opts ...ResourceOption) (*SqlAlert, error)
    public static SqlAlert Get(string name, Input<string> id, SqlAlertState? state, CustomResourceOptions? opts = null)
    public static SqlAlert get(String name, Output<String> id, SqlAlertState state, CustomResourceOptions options)
    Resource lookup is not supported in YAML
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    resource_name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    The following state arguments are supported:
    CreatedAt string
    Name string
    Name of the alert.
    Options SqlAlertOptions
    Alert configuration options.
    Parent string
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    QueryId string
    ID of the query evaluated by the alert.
    Rearm int
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    UpdatedAt string
    CreatedAt string
    Name string
    Name of the alert.
    Options SqlAlertOptionsArgs
    Alert configuration options.
    Parent string
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    QueryId string
    ID of the query evaluated by the alert.
    Rearm int
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    UpdatedAt string
    createdAt String
    name String
    Name of the alert.
    options SqlAlertOptions
    Alert configuration options.
    parent String
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    queryId String
    ID of the query evaluated by the alert.
    rearm Integer
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updatedAt String
    createdAt string
    name string
    Name of the alert.
    options SqlAlertOptions
    Alert configuration options.
    parent string
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    queryId string
    ID of the query evaluated by the alert.
    rearm number
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updatedAt string
    created_at str
    name str
    Name of the alert.
    options SqlAlertOptionsArgs
    Alert configuration options.
    parent str
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    query_id str
    ID of the query evaluated by the alert.
    rearm int
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updated_at str
    createdAt String
    name String
    Name of the alert.
    options Property Map
    Alert configuration options.
    parent String
    The identifier of the workspace folder containing the alert. The default is ther user's home folder. The folder identifier is formatted as folder/<folder_id>.
    queryId String
    ID of the query evaluated by the alert.
    rearm Number
    Number of seconds after being triggered before the alert rearms itself and can be triggered again. If not defined, alert will never be triggered again.
    updatedAt String

    Supporting Types

    SqlAlertOptions, SqlAlertOptionsArgs

    Column string
    Name of column in the query result to compare in alert evaluation.
    Op string
    Operator used to compare in alert evaluation. (Enum: >, >=, <, <=, ==, !=)
    Value string
    Value used to compare in alert evaluation.
    CustomBody string
    Custom body of alert notification, if it exists. See Alerts API reference for custom templating instructions.
    CustomSubject string
    Custom subject of alert notification, if it exists. This includes email subject, Slack notification header, etc. See Alerts API reference for custom templating instructions.
    EmptyResultState string
    State that alert evaluates to when query result is empty. Currently supported values are unknown, triggered, ok - check API documentation for full list of supported values.
    Muted bool
    Whether or not the alert is muted. If an alert is muted, it will not notify users and alert destinations when triggered.
    Column string
    Name of column in the query result to compare in alert evaluation.
    Op string
    Operator used to compare in alert evaluation. (Enum: >, >=, <, <=, ==, !=)
    Value string
    Value used to compare in alert evaluation.
    CustomBody string
    Custom body of alert notification, if it exists. See Alerts API reference for custom templating instructions.
    CustomSubject string
    Custom subject of alert notification, if it exists. This includes email subject, Slack notification header, etc. See Alerts API reference for custom templating instructions.
    EmptyResultState string
    State that alert evaluates to when query result is empty. Currently supported values are unknown, triggered, ok - check API documentation for full list of supported values.
    Muted bool
    Whether or not the alert is muted. If an alert is muted, it will not notify users and alert destinations when triggered.
    column String
    Name of column in the query result to compare in alert evaluation.
    op String
    Operator used to compare in alert evaluation. (Enum: >, >=, <, <=, ==, !=)
    value String
    Value used to compare in alert evaluation.
    customBody String
    Custom body of alert notification, if it exists. See Alerts API reference for custom templating instructions.
    customSubject String
    Custom subject of alert notification, if it exists. This includes email subject, Slack notification header, etc. See Alerts API reference for custom templating instructions.
    emptyResultState String
    State that alert evaluates to when query result is empty. Currently supported values are unknown, triggered, ok - check API documentation for full list of supported values.
    muted Boolean
    Whether or not the alert is muted. If an alert is muted, it will not notify users and alert destinations when triggered.
    column string
    Name of column in the query result to compare in alert evaluation.
    op string
    Operator used to compare in alert evaluation. (Enum: >, >=, <, <=, ==, !=)
    value string
    Value used to compare in alert evaluation.
    customBody string
    Custom body of alert notification, if it exists. See Alerts API reference for custom templating instructions.
    customSubject string
    Custom subject of alert notification, if it exists. This includes email subject, Slack notification header, etc. See Alerts API reference for custom templating instructions.
    emptyResultState string
    State that alert evaluates to when query result is empty. Currently supported values are unknown, triggered, ok - check API documentation for full list of supported values.
    muted boolean
    Whether or not the alert is muted. If an alert is muted, it will not notify users and alert destinations when triggered.
    column str
    Name of column in the query result to compare in alert evaluation.
    op str
    Operator used to compare in alert evaluation. (Enum: >, >=, <, <=, ==, !=)
    value str
    Value used to compare in alert evaluation.
    custom_body str
    Custom body of alert notification, if it exists. See Alerts API reference for custom templating instructions.
    custom_subject str
    Custom subject of alert notification, if it exists. This includes email subject, Slack notification header, etc. See Alerts API reference for custom templating instructions.
    empty_result_state str
    State that alert evaluates to when query result is empty. Currently supported values are unknown, triggered, ok - check API documentation for full list of supported values.
    muted bool
    Whether or not the alert is muted. If an alert is muted, it will not notify users and alert destinations when triggered.
    column String
    Name of column in the query result to compare in alert evaluation.
    op String
    Operator used to compare in alert evaluation. (Enum: >, >=, <, <=, ==, !=)
    value String
    Value used to compare in alert evaluation.
    customBody String
    Custom body of alert notification, if it exists. See Alerts API reference for custom templating instructions.
    customSubject String
    Custom subject of alert notification, if it exists. This includes email subject, Slack notification header, etc. See Alerts API reference for custom templating instructions.
    emptyResultState String
    State that alert evaluates to when query result is empty. Currently supported values are unknown, triggered, ok - check API documentation for full list of supported values.
    muted Boolean
    Whether or not the alert is muted. If an alert is muted, it will not notify users and alert destinations when triggered.

    Package Details

    Repository
    databricks pulumi/pulumi-databricks
    License
    Apache-2.0
    Notes
    This Pulumi package is based on the databricks Terraform Provider.
    databricks logo
    Databricks v1.50.2 published on Tuesday, Sep 24, 2024 by Pulumi