Job

`laktory.models.resources.databricks.Job` ¤

Bases: JobBase

Databricks Job

Examples:

import io

from laktory import models

# Define job
job_yaml = '''
name: job-stock-prices
job_clusters:
  - job_cluster_key: main
    new_cluster:
        spark_version: 16.3.x-scala2.12
        node_type_id: Standard_DS3_v2

tasks:
  - task_key: ingest
    job_cluster_key: main
    notebook_task:
      notebook_path: /jobs/ingest_stock_prices.py
    libraries:
      - pypi:
          package: yfinance

  - task_key: pipeline
    depends_on:
      - task_key: ingest
    pipeline_task:
      pipeline_id: 74900655-3641-49f1-8323-b8507f0e3e3b

access_controls:
  - group_name: account users
    permission_level: CAN_VIEW
  - group_name: role-engineers
    permission_level: CAN_MANAGE_RUN
'''
job = models.resources.databricks.Job.model_validate_yaml(io.StringIO(job_yaml))

# Define job with for each task
job_yaml = '''
name: job-hello
tasks:
  - task_key: hello-loop
    for_each_task:
      inputs: "[{'id':1, 'name': 'olivier'}, {'id':2, 'name': 'kubic'}]"
      task:
        task_key: hello-task
        notebook_task:
          notebook_path: /Workspace/Users/olivier.soucy@okube.ai/hello-world
          base_parameters:
            input: "{{input}}"
'''
job = models.resources.databricks.Job.model_validate_yaml(io.StringIO(job_yaml))

References

Databricks Job

BASE	DESCRIPTION
`always_running`	(Bool) Whenever the job is always running, like a Spark Streaming application, on every update restart the current active run or start it again, if nothing it is not running. False by default. Any job runs are started with `parameters` specified in `spark_jar_task` or `spark_submit_task` or `spark_python_task` or `notebook_task` blocks TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`budget_policy_id`	The ID of the user-specified budget policy to use for this job. If not specified, a default budget policy may be applied when creating or modifying the job TYPE: `str \| None \| VariableType` DEFAULT: `None`
`continuous`	TYPE: `JobContinuous \| None \| VariableType` DEFAULT: `None`
`control_run_state`	(Bool) If true, the Databricks provider will stop and start the job as needed to ensure that the active run for the job reflects the deployed configuration. For continuous jobs, the provider respects the `pause_status` by stopping the current active run. This flag cannot be set for non-continuous jobs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`dbt_task`	TYPE: `JobDbtTask \| None \| VariableType` DEFAULT: `None`
`deployment`	TYPE: `JobDeployment \| None \| VariableType` DEFAULT: `None`
`description`	description for this task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`edit_mode`	If `'UI_LOCKED'`, the user interface for the job will be locked. If `'EDITABLE'` (the default), the user interface will be editable TYPE: `str \| None \| VariableType` DEFAULT: `None`
`email_notifications`	An optional block to specify a set of email addresses notified when this task begins, completes or fails. The default behavior is to not send any emails. This block is documented below TYPE: `JobEmailNotifications \| None \| VariableType` DEFAULT: `None`
`environment`	TYPE: `list[JobEnvironment] \| None \| VariableType` DEFAULT: `None`
`existing_cluster_id`	Identifier of the interactive cluster to run job on. Note: running tasks on interactive clusters may lead to increased costs! TYPE: `str \| None \| VariableType` DEFAULT: `None`
`format`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`git_source`	Specifies the a Git repository for task source code. See git_source Configuration Block below TYPE: `JobGitSource \| None \| VariableType` DEFAULT: `None`
`health`	block described below that specifies health conditions for a given task TYPE: `JobHealth \| None \| VariableType` DEFAULT: `None`
`job_cluster`	A list of job databricks_cluster specifications that can be shared and reused by tasks of this job. Libraries cannot be declared in a shared job cluster. You must declare dependent libraries in task settings. Multi-task syntax TYPE: `list[JobJobCluster] \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobLibrary] \| None \| VariableType` DEFAULT: `None`
`max_concurrent_runs`	(Integer) An optional maximum allowed number of concurrent runs of the job. Defaults to 1 TYPE: `int \| None \| VariableType` DEFAULT: `None`
`max_retries`	(Integer) An optional maximum number of times to retry an unsuccessful run. A run is considered to be unsuccessful if it completes with a `FAILED` or `INTERNAL_ERROR` lifecycle state. The value -1 means to retry indefinitely and the value 0 means to never retry. The default behavior is to never retry. A run can have the following lifecycle state: `PENDING`, `RUNNING`, `TERMINATING`, `TERMINATED`, `SKIPPED` or `INTERNAL_ERROR` TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_retry_interval_millis`	(Integer) An optional minimal interval in milliseconds between the start of the failed run and the subsequent retry run. The default behavior is that unsuccessful runs are immediately retried TYPE: `int \| None \| VariableType` DEFAULT: `None`
`name`	The name of the defined parameter. May only contain alphanumeric characters, `_`, `-`, and `.` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`new_cluster`	Block with almost the same set of parameters as for databricks_cluster resource, except following (check the REST API documentation for full list of supported parameters): TYPE: `JobNewCluster \| None \| VariableType` DEFAULT: `None`
`notebook_task`	TYPE: `JobNotebookTask \| None \| VariableType` DEFAULT: `None`
`notification_settings`	An optional block controlling the notification settings on the job level documented below TYPE: `JobNotificationSettings \| None \| VariableType` DEFAULT: `None`
`parameter`	Specifies job parameter for the job. See parameter Configuration Block TYPE: `list[JobParameter] \| None \| VariableType` DEFAULT: `None`
`performance_target`	The performance mode on a serverless job. The performance target determines the level of compute performance or cost-efficiency for the run. Supported values are: * `PERFORMANCE_OPTIMIZED`: (default value) Prioritizes fast startup and execution times through rapid scaling and optimized cluster performance. * `STANDARD`: Enables cost-efficient execution of serverless workloads TYPE: `str \| None \| VariableType` DEFAULT: `None`
`pipeline_task`	TYPE: `JobPipelineTask \| None \| VariableType` DEFAULT: `None`
`python_wheel_task`	TYPE: `JobPythonWheelTask \| None \| VariableType` DEFAULT: `None`
`queue`	The queue status for the job. See queue Configuration Block below TYPE: `JobQueue \| None \| VariableType` DEFAULT: `None`
`retry_on_timeout`	(Bool) An optional policy to specify whether to retry a job when it times out. The default behavior is to not retry on timeout TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`run_as`	The user or the service principal the job runs as. See run_as Configuration Block below TYPE: `JobRunAs \| None \| VariableType` DEFAULT: `None`
`run_job_task`	TYPE: `JobRunJobTask \| None \| VariableType` DEFAULT: `None`
`schedule`	An optional periodic schedule for this job. The default behavior is that the job runs when triggered by clicking Run Now in the Jobs UI or sending an API request to runNow. See schedule Configuration Block below TYPE: `JobSchedule \| None \| VariableType` DEFAULT: `None`
`spark_jar_task`	TYPE: `JobSparkJarTask \| None \| VariableType` DEFAULT: `None`
`spark_python_task`	TYPE: `JobSparkPythonTask \| None \| VariableType` DEFAULT: `None`
`spark_submit_task`	TYPE: `JobSparkSubmitTask \| None \| VariableType` DEFAULT: `None`
`tags`	An optional map of the tags associated with the job. See tags Configuration Map TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`task`	Task to run against the `inputs` list TYPE: `list[JobTask] \| None \| VariableType` DEFAULT: `None`
`timeout_seconds`	(Integer) An optional timeout applied to each run of this job. The default behavior is to have no timeout TYPE: `int \| None \| VariableType` DEFAULT: `None`
`timeouts`	TYPE: `JobTimeouts \| None \| VariableType` DEFAULT: `None`
`trigger`	The conditions that triggers the job to start. See trigger Configuration Block below. * `continuous`- (Optional) Configuration block to configure pause status. See continuous Configuration Block TYPE: `JobTrigger \| None \| VariableType` DEFAULT: `None`
`usage_policy_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`webhook_notifications`	(List) An optional set of system destinations (for example, webhook destinations or Slack) to be notified when runs of this task begins, completes or fails. The default behavior is to not send any notifications. This field is a block and is documented below TYPE: `JobWebhookNotifications \| None \| VariableType` DEFAULT: `None`

LAKTORY	DESCRIPTION
`access_controls`	Access controls list TYPE: `list[AccessControl \| VariableType] \| VariableType` DEFAULT: `[]`
`name_prefix`	Prefix added to the job name TYPE: `str \| VariableType` DEFAULT: `None`
`name_suffix`	Suffix added to the job name TYPE: `str \| VariableType` DEFAULT: `None`

ATTRIBUTE	DESCRIPTION
`additional_core_resources`	permissions TYPE: `list`

`additional_core_resources` `property` ¤

permissions

`laktory.models.resources.databricks.job.JobContinuous` ¤

Bases: BaseModel

PARAMETER DESCRIPTION

pause_status

Indicate whether this trigger is paused or not. Either PAUSED or UNPAUSED. When the pause_status field is omitted in the block, the server will default to using UNPAUSED as a value for pause_status

TYPE: str | None | VariableType DEFAULT: None

task_retry_mode

Controls task level retry behaviour. Allowed values are: * NEVER (default): The failed task will not be retried. * ON_FAILURE: Retry a failed task if at least one other task in the job is still running its first attempt. When this condition is no longer met or the retry limit is reached, the job run is cancelled and a new run is started

TYPE: str | None | VariableType DEFAULT: None

`laktory.models.resources.databricks.job.JobDbtTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`catalog`	The name of the catalog to use inside Unity Catalog TYPE: `str \| None \| VariableType` DEFAULT: `None`
`commands`	(Array) Series of dbt commands to execute in sequence. Every command must start with 'dbt' TYPE: `list[str] \| VariableType`
`profiles_directory`	The relative path to the directory in the repository specified by `git_source` where dbt should look in for the `profiles.yml` file. If not specified, defaults to the repository's root directory. Equivalent to passing `--profile-dir` to a dbt command TYPE: `str \| None \| VariableType` DEFAULT: `None`
`project_directory`	The path where dbt should look for `dbt_project.yml`. Equivalent to passing `--project-dir` to the dbt CLI. * If `source` is `GIT`: Relative path to the directory in the repository specified in the `git_source` block. Defaults to the repository's root directory when not specified. * If `source` is `WORKSPACE`: Absolute path to the folder in the workspace TYPE: `str \| None \| VariableType` DEFAULT: `None`
`schema_`	The name of the schema dbt should run in. Defaults to `default` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobDeployment` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`kind`	TYPE: `str \| VariableType`
`metadata_file_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobEmailNotifications` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`no_alert_for_skipped_runs`	(Bool) don't send alert for skipped runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`on_duration_warning_threshold_exceeded`	(List) list of notification IDs to call when the duration of a run exceeds the threshold specified by the `RUN_DURATION_SECONDS` metric in the `health` block TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_failure`	(List) list of notification IDs to call when the run fails. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_start`	(List) list of notification IDs to call when the run starts. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_streaming_backlog_exceeded`	(List) list of notification IDs to call when any streaming backlog thresholds are exceeded for any stream TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_success`	(List) list of notification IDs to call when the run completes successfully. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobEnvironment` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`environment_key`	an unique identifier of the Environment. It will be referenced from `environment_key` attribute of corresponding task TYPE: `str \| VariableType`
`spec`	block describing the Environment. Consists of following attributes: TYPE: `JobEnvironmentSpec \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobEnvironmentSpec` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`base_environment`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`client`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dependencies`	(list of strings) List of pip dependencies, as supported by the version of pip in this environment. Each dependency is a pip requirement file line. See API docs for more information TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`environment_version`	client version used by the environment. Each version comes with a specific Python version and a set of Python packages TYPE: `str \| None \| VariableType` DEFAULT: `None`
`java_dependencies`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobGitSource` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`branch`	name of the Git branch to use. Conflicts with `tag` and `commit` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`commit`	hash of Git commit to use. Conflicts with `branch` and `tag` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`git_snapshot`	TYPE: `JobGitSourceGitSnapshot \| None \| VariableType` DEFAULT: `None`
`job_source`	TYPE: `JobGitSourceJobSource \| None \| VariableType` DEFAULT: `None`
`provider`	case insensitive name of the Git provider. Following values are supported right now (could be a subject for change, consult Repos API documentation): `gitHub`, `gitHubEnterprise`, `bitbucketCloud`, `bitbucketServer`, `azureDevOpsServices`, `gitLab`, `gitLabEnterpriseEdition` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`sparse_checkout`	TYPE: `JobGitSourceSparseCheckout \| None \| VariableType` DEFAULT: `None`
`tag`	name of the Git branch to use. Conflicts with `branch` and `commit` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`url`	URL of the job on the given workspace TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobGitSourceGitSnapshot` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`used_commit`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobGitSourceJobSource` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dirty_state`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`import_from_git_branch`	TYPE: `str \| VariableType`
`job_config_path`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobGitSourceSparseCheckout` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`patterns`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobHealth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`rules`	(List) list of rules that are represented as objects with the following attributes: TYPE: `list[JobHealthRules] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobHealthRules` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`metric`	string specifying the metric to check, like `RUN_DURATION_SECONDS`, `STREAMING_BACKLOG_FILES`, etc. - check the Jobs REST API documentation for the full list of supported metrics TYPE: `str \| VariableType`
`op`	string specifying the operation used to evaluate the given metric. The only supported operation is `GREATER_THAN` TYPE: `str \| VariableType`
`value`	integer value used to compare to the given metric TYPE: `int \| VariableType`

`laktory.models.resources.databricks.job.JobJobCluster` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`job_cluster_key`	Identifier that can be referenced in `task` block, so that cluster is shared between tasks TYPE: `str \| VariableType`
`new_cluster`	Block with almost the same set of parameters as for databricks_cluster resource, except following (check the REST API documentation for full list of supported parameters): TYPE: `JobJobClusterNewCluster \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewCluster` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`apply_policy_default_values`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`autoscale`	TYPE: `JobJobClusterNewClusterAutoscale \| None \| VariableType` DEFAULT: `None`
`aws_attributes`	TYPE: `JobJobClusterNewClusterAwsAttributes \| None \| VariableType` DEFAULT: `None`
`azure_attributes`	TYPE: `JobJobClusterNewClusterAzureAttributes \| None \| VariableType` DEFAULT: `None`
`cluster_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`cluster_log_conf`	TYPE: `JobJobClusterNewClusterClusterLogConf \| None \| VariableType` DEFAULT: `None`
`cluster_mount_info`	TYPE: `list[JobJobClusterNewClusterClusterMountInfo] \| None \| VariableType` DEFAULT: `None`
`cluster_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`custom_tags`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`data_security_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`docker_image`	TYPE: `JobJobClusterNewClusterDockerImage \| None \| VariableType` DEFAULT: `None`
`driver_instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`driver_node_type_flexibility`	TYPE: `JobJobClusterNewClusterDriverNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`driver_node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`enable_elastic_disk`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`enable_local_disk_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`gcp_attributes`	TYPE: `JobJobClusterNewClusterGcpAttributes \| None \| VariableType` DEFAULT: `None`
`idempotency_token`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`init_scripts`	TYPE: `list[JobJobClusterNewClusterInitScripts] \| None \| VariableType` DEFAULT: `None`
`instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`is_single_node`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`kind`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobJobClusterNewClusterLibrary] \| None \| VariableType` DEFAULT: `None`
`node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`num_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`policy_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`remote_disk_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`runtime_engine`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`single_user_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spark_conf`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_env_vars`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_version`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ssh_public_keys`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`total_initial_remote_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_ml_runtime`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`worker_node_type_flexibility`	TYPE: `JobJobClusterNewClusterWorkerNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`workload_type`	isn't supported TYPE: `JobJobClusterNewClusterWorkloadType \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAutoscale` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`max_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAwsAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ebs_volume_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_iops`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`instance_profile_arn`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spot_bid_price_percent`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAzureAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`log_analytics_info`	TYPE: `JobJobClusterNewClusterAzureAttributesLogAnalyticsInfo \| None \| VariableType` DEFAULT: `None`
`spot_bid_max_price`	TYPE: `float \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAzureAttributesLogAnalyticsInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`log_analytics_primary_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`log_analytics_workspace_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConf` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dbfs`	TYPE: `JobJobClusterNewClusterClusterLogConfDbfs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobJobClusterNewClusterClusterLogConfS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobJobClusterNewClusterClusterLogConfVolumes \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterMountInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`local_mount_dir_path`	TYPE: `str \| VariableType`
`network_filesystem_info`	TYPE: `JobJobClusterNewClusterClusterMountInfoNetworkFilesystemInfo \| None \| VariableType` DEFAULT: `None`
`remote_mount_dir_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterMountInfoNetworkFilesystemInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`mount_options`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`server_address`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterDockerImage` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`basic_auth`	TYPE: `JobJobClusterNewClusterDockerImageBasicAuth \| None \| VariableType` DEFAULT: `None`
`url`	URL of the job on the given workspace TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterDockerImageBasicAuth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`password`	TYPE: `str \| VariableType`
`username`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterDriverNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterGcpAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`boot_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`google_service_account`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`local_ssd_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_preemptible_executors`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScripts` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`abfss`	TYPE: `JobJobClusterNewClusterInitScriptsAbfss \| None \| VariableType` DEFAULT: `None`
`dbfs`	TYPE: `JobJobClusterNewClusterInitScriptsDbfs \| None \| VariableType` DEFAULT: `None`
`file`	block consisting of single string fields: TYPE: `JobJobClusterNewClusterInitScriptsFile \| None \| VariableType` DEFAULT: `None`
`gcs`	TYPE: `JobJobClusterNewClusterInitScriptsGcs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobJobClusterNewClusterInitScriptsS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobJobClusterNewClusterInitScriptsVolumes \| None \| VariableType` DEFAULT: `None`
`workspace`	TYPE: `JobJobClusterNewClusterInitScriptsWorkspace \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsAbfss` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsFile` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsGcs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsWorkspace` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobJobClusterNewClusterLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobJobClusterNewClusterLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobJobClusterNewClusterLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkerNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkloadType` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`clients`	TYPE: `JobJobClusterNewClusterWorkloadTypeClients \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkloadTypeClients` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jobs`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`notebooks`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobLookup` ¤

Bases: ResourceLookup

PARAMETER	DESCRIPTION
`id`	The id of the databricks job TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewCluster` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`apply_policy_default_values`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`autoscale`	TYPE: `JobNewClusterAutoscale \| None \| VariableType` DEFAULT: `None`
`aws_attributes`	TYPE: `JobNewClusterAwsAttributes \| None \| VariableType` DEFAULT: `None`
`azure_attributes`	TYPE: `JobNewClusterAzureAttributes \| None \| VariableType` DEFAULT: `None`
`cluster_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`cluster_log_conf`	TYPE: `JobNewClusterClusterLogConf \| None \| VariableType` DEFAULT: `None`
`cluster_mount_info`	TYPE: `list[JobNewClusterClusterMountInfo] \| None \| VariableType` DEFAULT: `None`
`cluster_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`custom_tags`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`data_security_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`docker_image`	TYPE: `JobNewClusterDockerImage \| None \| VariableType` DEFAULT: `None`
`driver_instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`driver_node_type_flexibility`	TYPE: `JobNewClusterDriverNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`driver_node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`enable_elastic_disk`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`enable_local_disk_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`gcp_attributes`	TYPE: `JobNewClusterGcpAttributes \| None \| VariableType` DEFAULT: `None`
`idempotency_token`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`init_scripts`	TYPE: `list[JobNewClusterInitScripts] \| None \| VariableType` DEFAULT: `None`
`instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`is_single_node`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`kind`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobNewClusterLibrary] \| None \| VariableType` DEFAULT: `None`
`node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`num_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`policy_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`remote_disk_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`runtime_engine`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`single_user_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spark_conf`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_env_vars`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_version`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ssh_public_keys`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`total_initial_remote_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_ml_runtime`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`worker_node_type_flexibility`	TYPE: `JobNewClusterWorkerNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`workload_type`	isn't supported TYPE: `JobNewClusterWorkloadType \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterAutoscale` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`max_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterAwsAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ebs_volume_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_iops`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`instance_profile_arn`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spot_bid_price_percent`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterAzureAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`log_analytics_info`	TYPE: `JobNewClusterAzureAttributesLogAnalyticsInfo \| None \| VariableType` DEFAULT: `None`
`spot_bid_max_price`	TYPE: `float \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterAzureAttributesLogAnalyticsInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`log_analytics_primary_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`log_analytics_workspace_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConf` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dbfs`	TYPE: `JobNewClusterClusterLogConfDbfs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobNewClusterClusterLogConfS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobNewClusterClusterLogConfVolumes \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConfDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConfS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConfVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterClusterMountInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`local_mount_dir_path`	TYPE: `str \| VariableType`
`network_filesystem_info`	TYPE: `JobNewClusterClusterMountInfoNetworkFilesystemInfo \| None \| VariableType` DEFAULT: `None`
`remote_mount_dir_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterClusterMountInfoNetworkFilesystemInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`mount_options`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`server_address`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterDockerImage` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`basic_auth`	TYPE: `JobNewClusterDockerImageBasicAuth \| None \| VariableType` DEFAULT: `None`
`url`	URL of the job on the given workspace TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterDockerImageBasicAuth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`password`	TYPE: `str \| VariableType`
`username`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterDriverNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterGcpAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`boot_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`google_service_account`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`local_ssd_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_preemptible_executors`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterInitScripts` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`abfss`	TYPE: `JobNewClusterInitScriptsAbfss \| None \| VariableType` DEFAULT: `None`
`dbfs`	TYPE: `JobNewClusterInitScriptsDbfs \| None \| VariableType` DEFAULT: `None`
`file`	block consisting of single string fields: TYPE: `JobNewClusterInitScriptsFile \| None \| VariableType` DEFAULT: `None`
`gcs`	TYPE: `JobNewClusterInitScriptsGcs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobNewClusterInitScriptsS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobNewClusterInitScriptsVolumes \| None \| VariableType` DEFAULT: `None`
`workspace`	TYPE: `JobNewClusterInitScriptsWorkspace \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsAbfss` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsFile` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsGcs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsWorkspace` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobNewClusterLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobNewClusterLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobNewClusterLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobNewClusterLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterWorkerNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterWorkloadType` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`clients`	TYPE: `JobNewClusterWorkloadTypeClients \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNewClusterWorkloadTypeClients` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jobs`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`notebooks`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNotebookTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`base_parameters`	(Map) Base parameters to be used for each run of this job. If the run is initiated by a call to run-now with parameters specified, the two parameters maps will be merged. If the same key is specified in base_parameters and in run-now, the value from run-now will be used. If the notebook takes a parameter that is not specified in the job's base_parameters or the run-now override parameters, the default value from the notebook will be used. Retrieve these parameters in a notebook using `dbutils.widgets.get` TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_path`	The path of the databricks_notebook to be run in the Databricks workspace or remote repository. For notebooks stored in the Databricks workspace, the path must be absolute and begin with a slash. For notebooks stored in a remote repository, the path must be relative. This field is required TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobNotificationSettings` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`no_alert_for_canceled_runs`	(Bool) don't send alert for cancelled runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`no_alert_for_skipped_runs`	(Bool) don't send alert for skipped runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobParameter` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`default`	Default value of the parameter TYPE: `str \| VariableType`
`name`	The name of the defined parameter. May only contain alphanumeric characters, `_`, `-`, and `.` TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobPipelineTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`full_refresh`	(Bool) Specifies if there should be full refresh of the pipeline TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`pipeline_id`	The pipeline's unique ID TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobPythonWheelTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`entry_point`	Python function as entry point for the task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`named_parameters`	Named parameters for the task TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`package_name`	Name of Python package TYPE: `str \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobQueue` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`enabled`	If true, enable queueing for the job TYPE: `bool \| VariableType`

`laktory.models.resources.databricks.job.JobRunAs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`group_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`service_principal_name`	The application ID of an active service principal. Setting this field requires the `servicePrincipal/user` role TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobRunJobTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`job_id`	(String) ID of the job TYPE: `int \| VariableType`
`job_parameters`	(Map) Job parameters for the task TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobSchedule` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`pause_status`	Indicate whether this trigger is paused or not. Either `PAUSED` or `UNPAUSED`. When the `pause_status` field is omitted in the block, the server will default to using `UNPAUSED` as a value for `pause_status` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`quartz_cron_expression`	A Cron expression using Quartz syntax that describes the schedule for a job. This field is required TYPE: `str \| VariableType`
`timezone_id`	A Java timezone ID. The schedule for a job will be resolved with respect to this timezone. See Java TimeZone for details. This field is required TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobSparkJarTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jar_uri`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`main_class_name`	The full name of the class containing the main method to be executed. This class must be contained in a JAR provided as a library. The code should use `SparkContext.getOrCreate` to obtain a Spark context; otherwise, runs of the job will fail TYPE: `str \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobSparkPythonTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`python_file`	The URI of the Python file to be executed. Cloud file URIs (e.g. `s3:/`, `abfss:/`, `gs:/`), workspace paths and remote repository are supported. For Python files stored in the Databricks workspace, the path must be absolute and begin with `/`. For files stored in a remote repository, the path must be relative. This field is required TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobSparkSubmitTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_task`	TYPE: `JobTaskAlertTask \| None \| VariableType` DEFAULT: `None`
`clean_rooms_notebook_task`	TYPE: `JobTaskCleanRoomsNotebookTask \| None \| VariableType` DEFAULT: `None`
`compute`	Task level compute configuration. This block is documented below TYPE: `JobTaskCompute \| None \| VariableType` DEFAULT: `None`
`condition_task`	TYPE: `JobTaskConditionTask \| None \| VariableType` DEFAULT: `None`
`dashboard_task`	TYPE: `JobTaskDashboardTask \| None \| VariableType` DEFAULT: `None`
`dbt_cloud_task`	TYPE: `JobTaskDbtCloudTask \| None \| VariableType` DEFAULT: `None`
`dbt_platform_task`	TYPE: `JobTaskDbtPlatformTask \| None \| VariableType` DEFAULT: `None`
`dbt_task`	TYPE: `JobTaskDbtTask \| None \| VariableType` DEFAULT: `None`
`depends_on`	block specifying dependency(-ies) for a given task TYPE: `list[JobTaskDependsOn] \| None \| VariableType` DEFAULT: `None`
`description`	description for this task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`disable_auto_optimization`	A flag to disable auto optimization in serverless tasks TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`disabled`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`email_notifications`	An optional block to specify a set of email addresses notified when this task begins, completes or fails. The default behavior is to not send any emails. This block is documented below TYPE: `JobTaskEmailNotifications \| None \| VariableType` DEFAULT: `None`
`environment_key`	an unique identifier of the Environment. It will be referenced from `environment_key` attribute of corresponding task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`existing_cluster_id`	Identifier of the interactive cluster to run job on. Note: running tasks on interactive clusters may lead to increased costs! TYPE: `str \| None \| VariableType` DEFAULT: `None`
`for_each_task`	TYPE: `JobTaskForEachTask \| None \| VariableType` DEFAULT: `None`
`gen_ai_compute_task`	TYPE: `JobTaskGenAiComputeTask \| None \| VariableType` DEFAULT: `None`
`health`	block described below that specifies health conditions for a given task TYPE: `JobTaskHealth \| None \| VariableType` DEFAULT: `None`
`job_cluster_key`	Identifier that can be referenced in `task` block, so that cluster is shared between tasks TYPE: `str \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobTaskLibrary] \| None \| VariableType` DEFAULT: `None`
`max_retries`	(Integer) An optional maximum number of times to retry an unsuccessful run. A run is considered to be unsuccessful if it completes with a `FAILED` or `INTERNAL_ERROR` lifecycle state. The value -1 means to retry indefinitely and the value 0 means to never retry. The default behavior is to never retry. A run can have the following lifecycle state: `PENDING`, `RUNNING`, `TERMINATING`, `TERMINATED`, `SKIPPED` or `INTERNAL_ERROR` TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_retry_interval_millis`	(Integer) An optional minimal interval in milliseconds between the start of the failed run and the subsequent retry run. The default behavior is that unsuccessful runs are immediately retried TYPE: `int \| None \| VariableType` DEFAULT: `None`
`new_cluster`	Block with almost the same set of parameters as for databricks_cluster resource, except following (check the REST API documentation for full list of supported parameters): TYPE: `JobTaskNewCluster \| None \| VariableType` DEFAULT: `None`
`notebook_task`	TYPE: `JobTaskNotebookTask \| None \| VariableType` DEFAULT: `None`
`notification_settings`	An optional block controlling the notification settings on the job level documented below TYPE: `JobTaskNotificationSettings \| None \| VariableType` DEFAULT: `None`
`pipeline_task`	TYPE: `JobTaskPipelineTask \| None \| VariableType` DEFAULT: `None`
`power_bi_task`	TYPE: `JobTaskPowerBiTask \| None \| VariableType` DEFAULT: `None`
`python_wheel_task`	TYPE: `JobTaskPythonWheelTask \| None \| VariableType` DEFAULT: `None`
`retry_on_timeout`	(Bool) An optional policy to specify whether to retry a job when it times out. The default behavior is to not retry on timeout TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`run_if`	An optional value indicating the condition that determines whether the task should be run once its dependencies have been completed. One of `ALL_SUCCESS`, `AT_LEAST_ONE_SUCCESS`, `NONE_FAILED`, `ALL_DONE`, `AT_LEAST_ONE_FAILED` or `ALL_FAILED`. When omitted, defaults to `ALL_SUCCESS` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`run_job_task`	TYPE: `JobTaskRunJobTask \| None \| VariableType` DEFAULT: `None`
`spark_jar_task`	TYPE: `JobTaskSparkJarTask \| None \| VariableType` DEFAULT: `None`
`spark_python_task`	TYPE: `JobTaskSparkPythonTask \| None \| VariableType` DEFAULT: `None`
`spark_submit_task`	TYPE: `JobTaskSparkSubmitTask \| None \| VariableType` DEFAULT: `None`
`sql_task`	TYPE: `JobTaskSqlTask \| None \| VariableType` DEFAULT: `None`
`task_key`	The name of the task this task depends on TYPE: `str \| VariableType`
`timeout_seconds`	(Integer) An optional timeout applied to each run of this job. The default behavior is to have no timeout TYPE: `int \| None \| VariableType` DEFAULT: `None`
`webhook_notifications`	(List) An optional set of system destinations (for example, webhook destinations or Slack) to be notified when runs of this task begins, completes or fails. The default behavior is to not send any notifications. This field is a block and is documented below TYPE: `JobTaskWebhookNotifications \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskAlertTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_id`	(String) identifier of the Databricks Alert (databricks_alert) TYPE: `str \| None \| VariableType` DEFAULT: `None`
`subscribers`	TYPE: `list[JobTaskAlertTaskSubscribers] \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`
`workspace_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskAlertTaskSubscribers` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskCleanRoomsNotebookTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`clean_room_name`	TYPE: `str \| VariableType`
`etag`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`notebook_base_parameters`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_name`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskCompute` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`hardware_accelerator`	Hardware accelerator configuration for Serverless GPU workloads. Supported values are: * `GPU_1xA10`: GPU_1xA10: Single A10 GPU configuration. * `GPU_8xH100`: GPU_8xH100: 8x H100 GPU configuration TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskConditionTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`left`	The left operand of the condition task. It could be a string value, job state, or a parameter reference TYPE: `str \| VariableType`
`op`	string specifying the operation used to evaluate the given metric. The only supported operation is `GREATER_THAN` TYPE: `str \| VariableType`
`right`	The right operand of the condition task. It could be a string value, job state, or parameter reference TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskDashboardTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dashboard_id`	(String) identifier of the Databricks SQL Dashboard databricks_sql_dashboard TYPE: `str \| None \| VariableType` DEFAULT: `None`
`filters`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`subscription`	TYPE: `JobTaskDashboardTaskSubscription \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskDashboardTaskSubscription` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`custom_subject`	string specifying a custom subject of email sent TYPE: `str \| None \| VariableType` DEFAULT: `None`
`paused`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`subscribers`	TYPE: `list[JobTaskDashboardTaskSubscriptionSubscribers] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskDashboardTaskSubscriptionSubscribers` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskDbtCloudTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`connection_resource_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dbt_cloud_job_id`	TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskDbtPlatformTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`connection_resource_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dbt_platform_job_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskDbtTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`catalog`	The name of the catalog to use inside Unity Catalog TYPE: `str \| None \| VariableType` DEFAULT: `None`
`commands`	(Array) Series of dbt commands to execute in sequence. Every command must start with 'dbt' TYPE: `list[str] \| VariableType`
`profiles_directory`	The relative path to the directory in the repository specified by `git_source` where dbt should look in for the `profiles.yml` file. If not specified, defaults to the repository's root directory. Equivalent to passing `--profile-dir` to a dbt command TYPE: `str \| None \| VariableType` DEFAULT: `None`
`project_directory`	The path where dbt should look for `dbt_project.yml`. Equivalent to passing `--project-dir` to the dbt CLI. * If `source` is `GIT`: Relative path to the directory in the repository specified in the `git_source` block. Defaults to the repository's root directory when not specified. * If `source` is `WORKSPACE`: Absolute path to the folder in the workspace TYPE: `str \| None \| VariableType` DEFAULT: `None`
`schema_`	The name of the schema dbt should run in. Defaults to `default` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskDependsOn` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`outcome`	Can only be specified on condition task dependencies. The outcome of the dependent task that must be met for this task to run. Possible values are `'true'` or `'false'` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`task_key`	The name of the task this task depends on TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskEmailNotifications` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`no_alert_for_skipped_runs`	(Bool) don't send alert for skipped runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`on_duration_warning_threshold_exceeded`	(List) list of notification IDs to call when the duration of a run exceeds the threshold specified by the `RUN_DURATION_SECONDS` metric in the `health` block TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_failure`	(List) list of notification IDs to call when the run fails. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_start`	(List) list of notification IDs to call when the run starts. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_streaming_backlog_exceeded`	(List) list of notification IDs to call when any streaming backlog thresholds are exceeded for any stream TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_success`	(List) list of notification IDs to call when the run completes successfully. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`concurrency`	Controls the number of active iteration task runs. Default is 20, maximum allowed is 100 TYPE: `int \| None \| VariableType` DEFAULT: `None`
`inputs`	(String) Array for task to iterate on. This can be a JSON string or a reference to an array parameter TYPE: `str \| VariableType`
`task`	Task to run against the `inputs` list TYPE: `JobTaskForEachTaskTask \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_task`	TYPE: `JobTaskForEachTaskTaskAlertTask \| None \| VariableType` DEFAULT: `None`
`clean_rooms_notebook_task`	TYPE: `JobTaskForEachTaskTaskCleanRoomsNotebookTask \| None \| VariableType` DEFAULT: `None`
`compute`	Task level compute configuration. This block is documented below TYPE: `JobTaskForEachTaskTaskCompute \| None \| VariableType` DEFAULT: `None`
`condition_task`	TYPE: `JobTaskForEachTaskTaskConditionTask \| None \| VariableType` DEFAULT: `None`
`dashboard_task`	TYPE: `JobTaskForEachTaskTaskDashboardTask \| None \| VariableType` DEFAULT: `None`
`dbt_cloud_task`	TYPE: `JobTaskForEachTaskTaskDbtCloudTask \| None \| VariableType` DEFAULT: `None`
`dbt_platform_task`	TYPE: `JobTaskForEachTaskTaskDbtPlatformTask \| None \| VariableType` DEFAULT: `None`
`dbt_task`	TYPE: `JobTaskForEachTaskTaskDbtTask \| None \| VariableType` DEFAULT: `None`
`depends_on`	block specifying dependency(-ies) for a given task TYPE: `list[JobTaskForEachTaskTaskDependsOn] \| None \| VariableType` DEFAULT: `None`
`description`	description for this task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`disable_auto_optimization`	A flag to disable auto optimization in serverless tasks TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`disabled`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`email_notifications`	An optional block to specify a set of email addresses notified when this task begins, completes or fails. The default behavior is to not send any emails. This block is documented below TYPE: `JobTaskForEachTaskTaskEmailNotifications \| None \| VariableType` DEFAULT: `None`
`environment_key`	an unique identifier of the Environment. It will be referenced from `environment_key` attribute of corresponding task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`existing_cluster_id`	Identifier of the interactive cluster to run job on. Note: running tasks on interactive clusters may lead to increased costs! TYPE: `str \| None \| VariableType` DEFAULT: `None`
`gen_ai_compute_task`	TYPE: `JobTaskForEachTaskTaskGenAiComputeTask \| None \| VariableType` DEFAULT: `None`
`health`	block described below that specifies health conditions for a given task TYPE: `JobTaskForEachTaskTaskHealth \| None \| VariableType` DEFAULT: `None`
`job_cluster_key`	Identifier that can be referenced in `task` block, so that cluster is shared between tasks TYPE: `str \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobTaskForEachTaskTaskLibrary] \| None \| VariableType` DEFAULT: `None`
`max_retries`	(Integer) An optional maximum number of times to retry an unsuccessful run. A run is considered to be unsuccessful if it completes with a `FAILED` or `INTERNAL_ERROR` lifecycle state. The value -1 means to retry indefinitely and the value 0 means to never retry. The default behavior is to never retry. A run can have the following lifecycle state: `PENDING`, `RUNNING`, `TERMINATING`, `TERMINATED`, `SKIPPED` or `INTERNAL_ERROR` TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_retry_interval_millis`	(Integer) An optional minimal interval in milliseconds between the start of the failed run and the subsequent retry run. The default behavior is that unsuccessful runs are immediately retried TYPE: `int \| None \| VariableType` DEFAULT: `None`
`new_cluster`	Block with almost the same set of parameters as for databricks_cluster resource, except following (check the REST API documentation for full list of supported parameters): TYPE: `JobTaskForEachTaskTaskNewCluster \| None \| VariableType` DEFAULT: `None`
`notebook_task`	TYPE: `JobTaskForEachTaskTaskNotebookTask \| None \| VariableType` DEFAULT: `None`
`notification_settings`	An optional block controlling the notification settings on the job level documented below TYPE: `JobTaskForEachTaskTaskNotificationSettings \| None \| VariableType` DEFAULT: `None`
`pipeline_task`	TYPE: `JobTaskForEachTaskTaskPipelineTask \| None \| VariableType` DEFAULT: `None`
`power_bi_task`	TYPE: `JobTaskForEachTaskTaskPowerBiTask \| None \| VariableType` DEFAULT: `None`
`python_wheel_task`	TYPE: `JobTaskForEachTaskTaskPythonWheelTask \| None \| VariableType` DEFAULT: `None`
`retry_on_timeout`	(Bool) An optional policy to specify whether to retry a job when it times out. The default behavior is to not retry on timeout TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`run_if`	An optional value indicating the condition that determines whether the task should be run once its dependencies have been completed. One of `ALL_SUCCESS`, `AT_LEAST_ONE_SUCCESS`, `NONE_FAILED`, `ALL_DONE`, `AT_LEAST_ONE_FAILED` or `ALL_FAILED`. When omitted, defaults to `ALL_SUCCESS` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`run_job_task`	TYPE: `JobTaskForEachTaskTaskRunJobTask \| None \| VariableType` DEFAULT: `None`
`spark_jar_task`	TYPE: `JobTaskForEachTaskTaskSparkJarTask \| None \| VariableType` DEFAULT: `None`
`spark_python_task`	TYPE: `JobTaskForEachTaskTaskSparkPythonTask \| None \| VariableType` DEFAULT: `None`
`spark_submit_task`	TYPE: `JobTaskForEachTaskTaskSparkSubmitTask \| None \| VariableType` DEFAULT: `None`
`sql_task`	TYPE: `JobTaskForEachTaskTaskSqlTask \| None \| VariableType` DEFAULT: `None`
`task_key`	The name of the task this task depends on TYPE: `str \| VariableType`
`timeout_seconds`	(Integer) An optional timeout applied to each run of this job. The default behavior is to have no timeout TYPE: `int \| None \| VariableType` DEFAULT: `None`
`webhook_notifications`	(List) An optional set of system destinations (for example, webhook destinations or Slack) to be notified when runs of this task begins, completes or fails. The default behavior is to not send any notifications. This field is a block and is documented below TYPE: `JobTaskForEachTaskTaskWebhookNotifications \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskAlertTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_id`	(String) identifier of the Databricks Alert (databricks_alert) TYPE: `str \| None \| VariableType` DEFAULT: `None`
`subscribers`	TYPE: `list[JobTaskForEachTaskTaskAlertTaskSubscribers] \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`
`workspace_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskAlertTaskSubscribers` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskCleanRoomsNotebookTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`clean_room_name`	TYPE: `str \| VariableType`
`etag`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`notebook_base_parameters`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_name`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskCompute` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`hardware_accelerator`	Hardware accelerator configuration for Serverless GPU workloads. Supported values are: * `GPU_1xA10`: GPU_1xA10: Single A10 GPU configuration. * `GPU_8xH100`: GPU_8xH100: 8x H100 GPU configuration TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskConditionTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`left`	The left operand of the condition task. It could be a string value, job state, or a parameter reference TYPE: `str \| VariableType`
`op`	string specifying the operation used to evaluate the given metric. The only supported operation is `GREATER_THAN` TYPE: `str \| VariableType`
`right`	The right operand of the condition task. It could be a string value, job state, or parameter reference TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDashboardTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dashboard_id`	(String) identifier of the Databricks SQL Dashboard databricks_sql_dashboard TYPE: `str \| None \| VariableType` DEFAULT: `None`
`filters`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`subscription`	TYPE: `JobTaskForEachTaskTaskDashboardTaskSubscription \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDashboardTaskSubscription` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`custom_subject`	string specifying a custom subject of email sent TYPE: `str \| None \| VariableType` DEFAULT: `None`
`paused`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`subscribers`	TYPE: `list[JobTaskForEachTaskTaskDashboardTaskSubscriptionSubscribers] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDashboardTaskSubscriptionSubscribers` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDbtCloudTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`connection_resource_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dbt_cloud_job_id`	TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDbtPlatformTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`connection_resource_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dbt_platform_job_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDbtTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`catalog`	The name of the catalog to use inside Unity Catalog TYPE: `str \| None \| VariableType` DEFAULT: `None`
`commands`	(Array) Series of dbt commands to execute in sequence. Every command must start with 'dbt' TYPE: `list[str] \| VariableType`
`profiles_directory`	The relative path to the directory in the repository specified by `git_source` where dbt should look in for the `profiles.yml` file. If not specified, defaults to the repository's root directory. Equivalent to passing `--profile-dir` to a dbt command TYPE: `str \| None \| VariableType` DEFAULT: `None`
`project_directory`	The path where dbt should look for `dbt_project.yml`. Equivalent to passing `--project-dir` to the dbt CLI. * If `source` is `GIT`: Relative path to the directory in the repository specified in the `git_source` block. Defaults to the repository's root directory when not specified. * If `source` is `WORKSPACE`: Absolute path to the folder in the workspace TYPE: `str \| None \| VariableType` DEFAULT: `None`
`schema_`	The name of the schema dbt should run in. Defaults to `default` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskDependsOn` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`outcome`	Can only be specified on condition task dependencies. The outcome of the dependent task that must be met for this task to run. Possible values are `'true'` or `'false'` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`task_key`	The name of the task this task depends on TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskEmailNotifications` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`no_alert_for_skipped_runs`	(Bool) don't send alert for skipped runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`on_duration_warning_threshold_exceeded`	(List) list of notification IDs to call when the duration of a run exceeds the threshold specified by the `RUN_DURATION_SECONDS` metric in the `health` block TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_failure`	(List) list of notification IDs to call when the run fails. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_start`	(List) list of notification IDs to call when the run starts. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_streaming_backlog_exceeded`	(List) list of notification IDs to call when any streaming backlog thresholds are exceeded for any stream TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`on_success`	(List) list of notification IDs to call when the run completes successfully. A maximum of 3 destinations can be specified TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskGenAiComputeTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`command`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`compute`	Task level compute configuration. This block is documented below TYPE: `JobTaskForEachTaskTaskGenAiComputeTaskCompute \| None \| VariableType` DEFAULT: `None`
`dl_runtime_image`	TYPE: `str \| VariableType`
`mlflow_experiment_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`training_script_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`yaml_parameters`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`yaml_parameters_file_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskGenAiComputeTaskCompute` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`gpu_node_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`gpu_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`num_gpus`	TYPE: `int \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskHealth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`rules`	(List) list of rules that are represented as objects with the following attributes: TYPE: `list[JobTaskForEachTaskTaskHealthRules] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskHealthRules` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`metric`	string specifying the metric to check, like `RUN_DURATION_SECONDS`, `STREAMING_BACKLOG_FILES`, etc. - check the Jobs REST API documentation for the full list of supported metrics TYPE: `str \| VariableType`
`op`	string specifying the operation used to evaluate the given metric. The only supported operation is `GREATER_THAN` TYPE: `str \| VariableType`
`value`	integer value used to compare to the given metric TYPE: `int \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobTaskForEachTaskTaskLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobTaskForEachTaskTaskLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobTaskForEachTaskTaskLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewCluster` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`apply_policy_default_values`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`autoscale`	TYPE: `JobTaskForEachTaskTaskNewClusterAutoscale \| None \| VariableType` DEFAULT: `None`
`aws_attributes`	TYPE: `JobTaskForEachTaskTaskNewClusterAwsAttributes \| None \| VariableType` DEFAULT: `None`
`azure_attributes`	TYPE: `JobTaskForEachTaskTaskNewClusterAzureAttributes \| None \| VariableType` DEFAULT: `None`
`cluster_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`cluster_log_conf`	TYPE: `JobTaskForEachTaskTaskNewClusterClusterLogConf \| None \| VariableType` DEFAULT: `None`
`cluster_mount_info`	TYPE: `list[JobTaskForEachTaskTaskNewClusterClusterMountInfo] \| None \| VariableType` DEFAULT: `None`
`cluster_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`custom_tags`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`data_security_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`docker_image`	TYPE: `JobTaskForEachTaskTaskNewClusterDockerImage \| None \| VariableType` DEFAULT: `None`
`driver_instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`driver_node_type_flexibility`	TYPE: `JobTaskForEachTaskTaskNewClusterDriverNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`driver_node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`enable_elastic_disk`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`enable_local_disk_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`gcp_attributes`	TYPE: `JobTaskForEachTaskTaskNewClusterGcpAttributes \| None \| VariableType` DEFAULT: `None`
`idempotency_token`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`init_scripts`	TYPE: `list[JobTaskForEachTaskTaskNewClusterInitScripts] \| None \| VariableType` DEFAULT: `None`
`instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`is_single_node`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`kind`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobTaskForEachTaskTaskNewClusterLibrary] \| None \| VariableType` DEFAULT: `None`
`node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`num_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`policy_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`remote_disk_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`runtime_engine`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`single_user_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spark_conf`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_env_vars`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_version`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ssh_public_keys`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`total_initial_remote_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_ml_runtime`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`worker_node_type_flexibility`	TYPE: `JobTaskForEachTaskTaskNewClusterWorkerNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`workload_type`	isn't supported TYPE: `JobTaskForEachTaskTaskNewClusterWorkloadType \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterAutoscale` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`max_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterAwsAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ebs_volume_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_iops`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`instance_profile_arn`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spot_bid_price_percent`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterAzureAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`log_analytics_info`	TYPE: `JobTaskForEachTaskTaskNewClusterAzureAttributesLogAnalyticsInfo \| None \| VariableType` DEFAULT: `None`
`spot_bid_max_price`	TYPE: `float \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterAzureAttributesLogAnalyticsInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`log_analytics_primary_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`log_analytics_workspace_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterClusterLogConf` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dbfs`	TYPE: `JobTaskForEachTaskTaskNewClusterClusterLogConfDbfs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobTaskForEachTaskTaskNewClusterClusterLogConfS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobTaskForEachTaskTaskNewClusterClusterLogConfVolumes \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterClusterLogConfDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterClusterLogConfS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterClusterLogConfVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterClusterMountInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`local_mount_dir_path`	TYPE: `str \| VariableType`
`network_filesystem_info`	TYPE: `JobTaskForEachTaskTaskNewClusterClusterMountInfoNetworkFilesystemInfo \| None \| VariableType` DEFAULT: `None`
`remote_mount_dir_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterClusterMountInfoNetworkFilesystemInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`mount_options`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`server_address`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterDockerImage` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`basic_auth`	TYPE: `JobTaskForEachTaskTaskNewClusterDockerImageBasicAuth \| None \| VariableType` DEFAULT: `None`
`url`	URL of the job on the given workspace TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterDockerImageBasicAuth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`password`	TYPE: `str \| VariableType`
`username`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterDriverNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterGcpAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`boot_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`google_service_account`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`local_ssd_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_preemptible_executors`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScripts` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`abfss`	TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsAbfss \| None \| VariableType` DEFAULT: `None`
`dbfs`	TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsDbfs \| None \| VariableType` DEFAULT: `None`
`file`	block consisting of single string fields: TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsFile \| None \| VariableType` DEFAULT: `None`
`gcs`	TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsGcs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsVolumes \| None \| VariableType` DEFAULT: `None`
`workspace`	TYPE: `JobTaskForEachTaskTaskNewClusterInitScriptsWorkspace \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsAbfss` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsFile` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsGcs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterInitScriptsWorkspace` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobTaskForEachTaskTaskNewClusterLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobTaskForEachTaskTaskNewClusterLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobTaskForEachTaskTaskNewClusterLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterWorkerNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterWorkloadType` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`clients`	TYPE: `JobTaskForEachTaskTaskNewClusterWorkloadTypeClients \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNewClusterWorkloadTypeClients` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jobs`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`notebooks`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNotebookTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`base_parameters`	(Map) Base parameters to be used for each run of this job. If the run is initiated by a call to run-now with parameters specified, the two parameters maps will be merged. If the same key is specified in base_parameters and in run-now, the value from run-now will be used. If the notebook takes a parameter that is not specified in the job's base_parameters or the run-now override parameters, the default value from the notebook will be used. Retrieve these parameters in a notebook using `dbutils.widgets.get` TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_path`	The path of the databricks_notebook to be run in the Databricks workspace or remote repository. For notebooks stored in the Databricks workspace, the path must be absolute and begin with a slash. For notebooks stored in a remote repository, the path must be relative. This field is required TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskNotificationSettings` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_on_last_attempt`	(Bool) do not send notifications to recipients specified in `on_start` for the retried runs and do not send notifications to recipients specified in `on_failure` until the last retry of the run TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`no_alert_for_canceled_runs`	(Bool) don't send alert for cancelled runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`no_alert_for_skipped_runs`	(Bool) don't send alert for skipped runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskPipelineTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`full_refresh`	(Bool) Specifies if there should be full refresh of the pipeline TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`pipeline_id`	The pipeline's unique ID TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskPowerBiTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`connection_resource_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`power_bi_model`	TYPE: `JobTaskForEachTaskTaskPowerBiTaskPowerBiModel \| None \| VariableType` DEFAULT: `None`
`refresh_after_update`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`tables`	TYPE: `list[JobTaskForEachTaskTaskPowerBiTaskTables] \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskPowerBiTaskPowerBiModel` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`authentication_method`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`model_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`overwrite_existing`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`storage_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`workspace_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskPowerBiTaskTables` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`catalog`	The name of the catalog to use inside Unity Catalog TYPE: `str \| None \| VariableType` DEFAULT: `None`
`name`	The name of the defined parameter. May only contain alphanumeric characters, `_`, `-`, and `.` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`schema_`	The name of the schema dbt should run in. Defaults to `default` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`storage_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskPythonWheelTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`entry_point`	Python function as entry point for the task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`named_parameters`	Named parameters for the task TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`package_name`	Name of Python package TYPE: `str \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskRunJobTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dbt_commands`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`jar_params`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`job_id`	(String) ID of the job TYPE: `int \| VariableType`
`job_parameters`	(Map) Job parameters for the task TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_params`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`pipeline_params`	TYPE: `JobTaskForEachTaskTaskRunJobTaskPipelineParams \| None \| VariableType` DEFAULT: `None`
`python_named_params`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`python_params`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`spark_submit_params`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`sql_params`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskRunJobTaskPipelineParams` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`full_refresh`	(Bool) Specifies if there should be full refresh of the pipeline TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSparkJarTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jar_uri`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`main_class_name`	The full name of the class containing the main method to be executed. This class must be contained in a JAR provided as a library. The code should use `SparkContext.getOrCreate` to obtain a Spark context; otherwise, runs of the job will fail TYPE: `str \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`run_as_repl`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSparkPythonTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`python_file`	The URI of the Python file to be executed. Cloud file URIs (e.g. `s3:/`, `abfss:/`, `gs:/`), workspace paths and remote repository are supported. For Python files stored in the Databricks workspace, the path must be absolute and begin with `/`. For files stored in a remote repository, the path must be relative. This field is required TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSparkSubmitTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert`	block consisting of following fields: TYPE: `JobTaskForEachTaskTaskSqlTaskAlert \| None \| VariableType` DEFAULT: `None`
`dashboard`	block consisting of following fields: TYPE: `JobTaskForEachTaskTaskSqlTaskDashboard \| None \| VariableType` DEFAULT: `None`
`file`	block consisting of single string fields: TYPE: `JobTaskForEachTaskTaskSqlTaskFile \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`query`	block consisting of single string field: `query_id` - identifier of the Databricks Query (databricks_query) TYPE: `JobTaskForEachTaskTaskSqlTaskQuery \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTaskAlert` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_id`	(String) identifier of the Databricks Alert (databricks_alert) TYPE: `str \| VariableType`
`pause_subscriptions`	flag that specifies if subscriptions are paused or not TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`subscriptions`	a list of subscription blocks consisting out of one of the required fields: `user_name` for user emails or `destination_id` - for Alert destination's identifier TYPE: `list[JobTaskForEachTaskTaskSqlTaskAlertSubscriptions] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTaskAlertSubscriptions` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTaskDashboard` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`custom_subject`	string specifying a custom subject of email sent TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dashboard_id`	(String) identifier of the Databricks SQL Dashboard databricks_sql_dashboard TYPE: `str \| VariableType`
`pause_subscriptions`	flag that specifies if subscriptions are paused or not TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`subscriptions`	a list of subscription blocks consisting out of one of the required fields: `user_name` for user emails or `destination_id` - for Alert destination's identifier TYPE: `list[JobTaskForEachTaskTaskSqlTaskDashboardSubscriptions] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTaskDashboardSubscriptions` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTaskFile` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`path`	If `source` is `GIT`: Relative path to the file in the repository specified in the `git_source` block with SQL commands to execute. If `source` is `WORKSPACE`: Absolute path to the file in the workspace with SQL commands to execute TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskSqlTaskQuery` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`query_id`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskWebhookNotifications` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`on_duration_warning_threshold_exceeded`	(List) list of notification IDs to call when the duration of a run exceeds the threshold specified by the `RUN_DURATION_SECONDS` metric in the `health` block TYPE: `list[JobTaskForEachTaskTaskWebhookNotificationsOnDurationWarningThresholdExceeded] \| None \| VariableType` DEFAULT: `None`
`on_failure`	(List) list of notification IDs to call when the run fails. A maximum of 3 destinations can be specified TYPE: `list[JobTaskForEachTaskTaskWebhookNotificationsOnFailure] \| None \| VariableType` DEFAULT: `None`
`on_start`	(List) list of notification IDs to call when the run starts. A maximum of 3 destinations can be specified TYPE: `list[JobTaskForEachTaskTaskWebhookNotificationsOnStart] \| None \| VariableType` DEFAULT: `None`
`on_streaming_backlog_exceeded`	(List) list of notification IDs to call when any streaming backlog thresholds are exceeded for any stream TYPE: `list[JobTaskForEachTaskTaskWebhookNotificationsOnStreamingBacklogExceeded] \| None \| VariableType` DEFAULT: `None`
`on_success`	(List) list of notification IDs to call when the run completes successfully. A maximum of 3 destinations can be specified TYPE: `list[JobTaskForEachTaskTaskWebhookNotificationsOnSuccess] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskWebhookNotificationsOnDurationWarningThresholdExceeded` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskWebhookNotificationsOnFailure` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskWebhookNotificationsOnStart` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskWebhookNotificationsOnStreamingBacklogExceeded` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskForEachTaskTaskWebhookNotificationsOnSuccess` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskGenAiComputeTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`command`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`compute`	Task level compute configuration. This block is documented below TYPE: `JobTaskGenAiComputeTaskCompute \| None \| VariableType` DEFAULT: `None`
`dl_runtime_image`	TYPE: `str \| VariableType`
`mlflow_experiment_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`training_script_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`yaml_parameters`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`yaml_parameters_file_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskGenAiComputeTaskCompute` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`gpu_node_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`gpu_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`num_gpus`	TYPE: `int \| VariableType`

`laktory.models.resources.databricks.job.JobTaskHealth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`rules`	(List) list of rules that are represented as objects with the following attributes: TYPE: `list[JobTaskHealthRules] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskHealthRules` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`metric`	string specifying the metric to check, like `RUN_DURATION_SECONDS`, `STREAMING_BACKLOG_FILES`, etc. - check the Jobs REST API documentation for the full list of supported metrics TYPE: `str \| VariableType`
`op`	string specifying the operation used to evaluate the given metric. The only supported operation is `GREATER_THAN` TYPE: `str \| VariableType`
`value`	integer value used to compare to the given metric TYPE: `int \| VariableType`

`laktory.models.resources.databricks.job.JobTaskLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobTaskLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobTaskLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobTaskLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewCluster` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`apply_policy_default_values`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`autoscale`	TYPE: `JobTaskNewClusterAutoscale \| None \| VariableType` DEFAULT: `None`
`aws_attributes`	TYPE: `JobTaskNewClusterAwsAttributes \| None \| VariableType` DEFAULT: `None`
`azure_attributes`	TYPE: `JobTaskNewClusterAzureAttributes \| None \| VariableType` DEFAULT: `None`
`cluster_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`cluster_log_conf`	TYPE: `JobTaskNewClusterClusterLogConf \| None \| VariableType` DEFAULT: `None`
`cluster_mount_info`	TYPE: `list[JobTaskNewClusterClusterMountInfo] \| None \| VariableType` DEFAULT: `None`
`cluster_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`custom_tags`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`data_security_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`docker_image`	TYPE: `JobTaskNewClusterDockerImage \| None \| VariableType` DEFAULT: `None`
`driver_instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`driver_node_type_flexibility`	TYPE: `JobTaskNewClusterDriverNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`driver_node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`enable_elastic_disk`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`enable_local_disk_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`gcp_attributes`	TYPE: `JobTaskNewClusterGcpAttributes \| None \| VariableType` DEFAULT: `None`
`idempotency_token`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`init_scripts`	TYPE: `list[JobTaskNewClusterInitScripts] \| None \| VariableType` DEFAULT: `None`
`instance_pool_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`is_single_node`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`kind`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`library`	(Set) An optional list of libraries to be installed on the cluster that will execute the job TYPE: `list[JobTaskNewClusterLibrary] \| None \| VariableType` DEFAULT: `None`
`node_type_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`num_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`policy_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`remote_disk_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`runtime_engine`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`single_user_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spark_conf`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_env_vars`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`spark_version`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ssh_public_keys`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`total_initial_remote_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_ml_runtime`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`worker_node_type_flexibility`	TYPE: `JobTaskNewClusterWorkerNodeTypeFlexibility \| None \| VariableType` DEFAULT: `None`
`workload_type`	isn't supported TYPE: `JobTaskNewClusterWorkloadType \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterAutoscale` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`max_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`min_workers`	TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterAwsAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`ebs_volume_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_iops`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_throughput`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`ebs_volume_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`instance_profile_arn`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`spot_bid_price_percent`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterAzureAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`log_analytics_info`	TYPE: `JobTaskNewClusterAzureAttributesLogAnalyticsInfo \| None \| VariableType` DEFAULT: `None`
`spot_bid_max_price`	TYPE: `float \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterAzureAttributesLogAnalyticsInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`log_analytics_primary_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`log_analytics_workspace_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterClusterLogConf` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dbfs`	TYPE: `JobTaskNewClusterClusterLogConfDbfs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobTaskNewClusterClusterLogConfS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobTaskNewClusterClusterLogConfVolumes \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterClusterLogConfDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterClusterLogConfS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterClusterLogConfVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterClusterMountInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`local_mount_dir_path`	TYPE: `str \| VariableType`
`network_filesystem_info`	TYPE: `JobTaskNewClusterClusterMountInfoNetworkFilesystemInfo \| None \| VariableType` DEFAULT: `None`
`remote_mount_dir_path`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterClusterMountInfoNetworkFilesystemInfo` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`mount_options`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`server_address`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterDockerImage` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`basic_auth`	TYPE: `JobTaskNewClusterDockerImageBasicAuth \| None \| VariableType` DEFAULT: `None`
`url`	URL of the job on the given workspace TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterDockerImageBasicAuth` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`password`	TYPE: `str \| VariableType`
`username`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterDriverNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterGcpAttributes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`availability`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`boot_disk_size`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`first_on_demand`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`google_service_account`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`local_ssd_count`	TYPE: `int \| None \| VariableType` DEFAULT: `None`
`use_preemptible_executors`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`zone_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScripts` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`abfss`	TYPE: `JobTaskNewClusterInitScriptsAbfss \| None \| VariableType` DEFAULT: `None`
`dbfs`	TYPE: `JobTaskNewClusterInitScriptsDbfs \| None \| VariableType` DEFAULT: `None`
`file`	block consisting of single string fields: TYPE: `JobTaskNewClusterInitScriptsFile \| None \| VariableType` DEFAULT: `None`
`gcs`	TYPE: `JobTaskNewClusterInitScriptsGcs \| None \| VariableType` DEFAULT: `None`
`s3`	TYPE: `JobTaskNewClusterInitScriptsS3 \| None \| VariableType` DEFAULT: `None`
`volumes`	TYPE: `JobTaskNewClusterInitScriptsVolumes \| None \| VariableType` DEFAULT: `None`
`workspace`	TYPE: `JobTaskNewClusterInitScriptsWorkspace \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsAbfss` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsDbfs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsFile` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsGcs` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsS3` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`canned_acl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`destination`	TYPE: `str \| VariableType`
`enable_encryption`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`encryption_type`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`endpoint`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`kms_key`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`region`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsVolumes` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterInitScriptsWorkspace` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskNewClusterLibrary` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`cran`	TYPE: `JobTaskNewClusterLibraryCran \| None \| VariableType` DEFAULT: `None`
`egg`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`jar`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`maven`	TYPE: `JobTaskNewClusterLibraryMaven \| None \| VariableType` DEFAULT: `None`
`pypi`	TYPE: `JobTaskNewClusterLibraryPypi \| None \| VariableType` DEFAULT: `None`
`requirements`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`whl`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterLibraryCran` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterLibraryMaven` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`coordinates`	TYPE: `str \| VariableType`
`exclusions`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterLibraryPypi` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`package`	TYPE: `str \| VariableType`
`repo`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterWorkerNodeTypeFlexibility` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alternate_node_type_ids`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterWorkloadType` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`clients`	TYPE: `JobTaskNewClusterWorkloadTypeClients \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNewClusterWorkloadTypeClients` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jobs`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`notebooks`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNotebookTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`base_parameters`	(Map) Base parameters to be used for each run of this job. If the run is initiated by a call to run-now with parameters specified, the two parameters maps will be merged. If the same key is specified in base_parameters and in run-now, the value from run-now will be used. If the notebook takes a parameter that is not specified in the job's base_parameters or the run-now override parameters, the default value from the notebook will be used. Retrieve these parameters in a notebook using `dbutils.widgets.get` TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_path`	The path of the databricks_notebook to be run in the Databricks workspace or remote repository. For notebooks stored in the Databricks workspace, the path must be absolute and begin with a slash. For notebooks stored in a remote repository, the path must be relative. This field is required TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskNotificationSettings` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_on_last_attempt`	(Bool) do not send notifications to recipients specified in `on_start` for the retried runs and do not send notifications to recipients specified in `on_failure` until the last retry of the run TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`no_alert_for_canceled_runs`	(Bool) don't send alert for cancelled runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`no_alert_for_skipped_runs`	(Bool) don't send alert for skipped runs TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskPipelineTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`full_refresh`	(Bool) Specifies if there should be full refresh of the pipeline TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`pipeline_id`	The pipeline's unique ID TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskPowerBiTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`connection_resource_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`power_bi_model`	TYPE: `JobTaskPowerBiTaskPowerBiModel \| None \| VariableType` DEFAULT: `None`
`refresh_after_update`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`tables`	TYPE: `list[JobTaskPowerBiTaskTables] \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskPowerBiTaskPowerBiModel` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`authentication_method`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`model_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`overwrite_existing`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`storage_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`workspace_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskPowerBiTaskTables` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`catalog`	The name of the catalog to use inside Unity Catalog TYPE: `str \| None \| VariableType` DEFAULT: `None`
`name`	The name of the defined parameter. May only contain alphanumeric characters, `_`, `-`, and `.` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`schema_`	The name of the schema dbt should run in. Defaults to `default` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`storage_mode`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskPythonWheelTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`entry_point`	Python function as entry point for the task TYPE: `str \| None \| VariableType` DEFAULT: `None`
`named_parameters`	Named parameters for the task TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`package_name`	Name of Python package TYPE: `str \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskRunJobTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`dbt_commands`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`jar_params`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`job_id`	(String) ID of the job TYPE: `int \| VariableType`
`job_parameters`	(Map) Job parameters for the task TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`notebook_params`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`pipeline_params`	TYPE: `JobTaskRunJobTaskPipelineParams \| None \| VariableType` DEFAULT: `None`
`python_named_params`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`python_params`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`spark_submit_params`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`sql_params`	TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskRunJobTaskPipelineParams` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`full_refresh`	(Bool) Specifies if there should be full refresh of the pipeline TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSparkJarTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`jar_uri`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`main_class_name`	The full name of the class containing the main method to be executed. This class must be contained in a JAR provided as a library. The code should use `SparkContext.getOrCreate` to obtain a Spark context; otherwise, runs of the job will fail TYPE: `str \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`run_as_repl`	TYPE: `bool \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSparkPythonTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`python_file`	The URI of the Python file to be executed. Cloud file URIs (e.g. `s3:/`, `abfss:/`, `gs:/`), workspace paths and remote repository are supported. For Python files stored in the Databricks workspace, the path must be absolute and begin with `/`. For files stored in a remote repository, the path must be relative. This field is required TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSparkSubmitTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSqlTask` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert`	block consisting of following fields: TYPE: `JobTaskSqlTaskAlert \| None \| VariableType` DEFAULT: `None`
`dashboard`	block consisting of following fields: TYPE: `JobTaskSqlTaskDashboard \| None \| VariableType` DEFAULT: `None`
`file`	block consisting of single string fields: TYPE: `JobTaskSqlTaskFile \| None \| VariableType` DEFAULT: `None`
`parameters`	(Map) parameters to be used for each run of this task. The SQL alert task does not support custom parameters TYPE: `dict[str, str] \| None \| VariableType` DEFAULT: `None`
`query`	block consisting of single string field: `query_id` - identifier of the Databricks Query (databricks_query) TYPE: `JobTaskSqlTaskQuery \| None \| VariableType` DEFAULT: `None`
`warehouse_id`	ID of the (the databricks_sql_endpoint) that will be used to execute the task. Only Serverless & Pro warehouses are supported right now TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskSqlTaskAlert` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`alert_id`	(String) identifier of the Databricks Alert (databricks_alert) TYPE: `str \| VariableType`
`pause_subscriptions`	flag that specifies if subscriptions are paused or not TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`subscriptions`	a list of subscription blocks consisting out of one of the required fields: `user_name` for user emails or `destination_id` - for Alert destination's identifier TYPE: `list[JobTaskSqlTaskAlertSubscriptions] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSqlTaskAlertSubscriptions` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSqlTaskDashboard` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`custom_subject`	string specifying a custom subject of email sent TYPE: `str \| None \| VariableType` DEFAULT: `None`
`dashboard_id`	(String) identifier of the Databricks SQL Dashboard databricks_sql_dashboard TYPE: `str \| VariableType`
`pause_subscriptions`	flag that specifies if subscriptions are paused or not TYPE: `bool \| None \| VariableType` DEFAULT: `None`
`subscriptions`	a list of subscription blocks consisting out of one of the required fields: `user_name` for user emails or `destination_id` - for Alert destination's identifier TYPE: `list[JobTaskSqlTaskDashboardSubscriptions] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSqlTaskDashboardSubscriptions` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`destination_id`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`user_name`	The email of an active workspace user. Non-admin users can only set this field to their own email TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSqlTaskFile` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`path`	If `source` is `GIT`: Relative path to the file in the repository specified in the `git_source` block with SQL commands to execute. If `source` is `WORKSPACE`: Absolute path to the file in the workspace with SQL commands to execute TYPE: `str \| VariableType`
`source`	The source of the project. Possible values are `WORKSPACE` and `GIT` TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskSqlTaskQuery` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`query_id`	TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTaskWebhookNotifications` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`on_duration_warning_threshold_exceeded`	(List) list of notification IDs to call when the duration of a run exceeds the threshold specified by the `RUN_DURATION_SECONDS` metric in the `health` block TYPE: `list[JobTaskWebhookNotificationsOnDurationWarningThresholdExceeded] \| None \| VariableType` DEFAULT: `None`
`on_failure`	(List) list of notification IDs to call when the run fails. A maximum of 3 destinations can be specified TYPE: `list[JobTaskWebhookNotificationsOnFailure] \| None \| VariableType` DEFAULT: `None`
`on_start`	(List) list of notification IDs to call when the run starts. A maximum of 3 destinations can be specified TYPE: `list[JobTaskWebhookNotificationsOnStart] \| None \| VariableType` DEFAULT: `None`
`on_streaming_backlog_exceeded`	(List) list of notification IDs to call when any streaming backlog thresholds are exceeded for any stream TYPE: `list[JobTaskWebhookNotificationsOnStreamingBacklogExceeded] \| None \| VariableType` DEFAULT: `None`
`on_success`	(List) list of notification IDs to call when the run completes successfully. A maximum of 3 destinations can be specified TYPE: `list[JobTaskWebhookNotificationsOnSuccess] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTaskWebhookNotificationsOnDurationWarningThresholdExceeded` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskWebhookNotificationsOnFailure` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskWebhookNotificationsOnStart` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskWebhookNotificationsOnStreamingBacklogExceeded` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTaskWebhookNotificationsOnSuccess` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobTimeouts` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`create`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`update_`	TYPE: `str \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTrigger` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`file_arrival`	configuration block to define a trigger for File Arrival events consisting of following attributes: TYPE: `JobTriggerFileArrival \| None \| VariableType` DEFAULT: `None`
`model`	TYPE: `JobTriggerModel \| None \| VariableType` DEFAULT: `None`
`pause_status`	Indicate whether this trigger is paused or not. Either `PAUSED` or `UNPAUSED`. When the `pause_status` field is omitted in the block, the server will default to using `UNPAUSED` as a value for `pause_status` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`periodic`	configuration block to define a trigger for Periodic Triggers consisting of the following attributes: TYPE: `JobTriggerPeriodic \| None \| VariableType` DEFAULT: `None`
`table_update`	configuration block to define a trigger for Table Updates consisting of following attributes: TYPE: `JobTriggerTableUpdate \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTriggerFileArrival` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`min_time_between_triggers_seconds`	If set, the trigger starts a run only after the specified amount of time passed since the last time the trigger fired. The minimum allowed value is 60 seconds TYPE: `int \| None \| VariableType` DEFAULT: `None`
`url`	URL of the job on the given workspace TYPE: `str \| VariableType`
`wait_after_last_change_seconds`	If set, the trigger starts a run only after no file activity has occurred for the specified amount of time. This makes it possible to wait for a batch of incoming files to arrive before triggering a run. The minimum allowed value is 60 seconds TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTriggerModel` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`aliases`	TYPE: `list[str] \| None \| VariableType` DEFAULT: `None`
`condition`	The table(s) condition based on which to trigger a job run. Possible values are `ANY_UPDATED`, `ALL_UPDATED` TYPE: `str \| VariableType`
`min_time_between_triggers_seconds`	If set, the trigger starts a run only after the specified amount of time passed since the last time the trigger fired. The minimum allowed value is 60 seconds TYPE: `int \| None \| VariableType` DEFAULT: `None`
`securable_name`	TYPE: `str \| None \| VariableType` DEFAULT: `None`
`wait_after_last_change_seconds`	If set, the trigger starts a run only after no file activity has occurred for the specified amount of time. This makes it possible to wait for a batch of incoming files to arrive before triggering a run. The minimum allowed value is 60 seconds TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobTriggerPeriodic` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`interval`	Specifies the interval at which the job should run TYPE: `int \| VariableType`
`unit`	The unit of time for the interval. Possible values are: `DAYS`, `HOURS`, `WEEKS` TYPE: `str \| VariableType`

`laktory.models.resources.databricks.job.JobTriggerTableUpdate` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`condition`	The table(s) condition based on which to trigger a job run. Possible values are `ANY_UPDATED`, `ALL_UPDATED` TYPE: `str \| None \| VariableType` DEFAULT: `None`
`min_time_between_triggers_seconds`	If set, the trigger starts a run only after the specified amount of time passed since the last time the trigger fired. The minimum allowed value is 60 seconds TYPE: `int \| None \| VariableType` DEFAULT: `None`
`table_names`	A non-empty list of tables to monitor for changes. The table name must be in the format `catalog_name.schema_name.table_name` TYPE: `list[str] \| VariableType`
`wait_after_last_change_seconds`	If set, the trigger starts a run only after no file activity has occurred for the specified amount of time. This makes it possible to wait for a batch of incoming files to arrive before triggering a run. The minimum allowed value is 60 seconds TYPE: `int \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobWebhookNotifications` ¤

Bases: BaseModel

PARAMETER	DESCRIPTION
`on_duration_warning_threshold_exceeded`	(List) list of notification IDs to call when the duration of a run exceeds the threshold specified by the `RUN_DURATION_SECONDS` metric in the `health` block TYPE: `list[JobWebhookNotificationsOnDurationWarningThresholdExceeded] \| None \| VariableType` DEFAULT: `None`
`on_failure`	(List) list of notification IDs to call when the run fails. A maximum of 3 destinations can be specified TYPE: `list[JobWebhookNotificationsOnFailure] \| None \| VariableType` DEFAULT: `None`
`on_start`	(List) list of notification IDs to call when the run starts. A maximum of 3 destinations can be specified TYPE: `list[JobWebhookNotificationsOnStart] \| None \| VariableType` DEFAULT: `None`
`on_streaming_backlog_exceeded`	(List) list of notification IDs to call when any streaming backlog thresholds are exceeded for any stream TYPE: `list[JobWebhookNotificationsOnStreamingBacklogExceeded] \| None \| VariableType` DEFAULT: `None`
`on_success`	(List) list of notification IDs to call when the run completes successfully. A maximum of 3 destinations can be specified TYPE: `list[JobWebhookNotificationsOnSuccess] \| None \| VariableType` DEFAULT: `None`

`laktory.models.resources.databricks.job.JobWebhookNotificationsOnDurationWarningThresholdExceeded` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobWebhookNotificationsOnFailure` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobWebhookNotificationsOnStart` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobWebhookNotificationsOnStreamingBacklogExceeded` ¤

Bases: BaseModel

`laktory.models.resources.databricks.job.JobWebhookNotificationsOnSuccess` ¤

Bases: BaseModel

Job

laktory.models.resources.databricks.Job ¤

additional_core_resources property ¤

laktory.models.resources.databricks.job.JobContinuous ¤

laktory.models.resources.databricks.job.JobDbtTask ¤

laktory.models.resources.databricks.job.JobDeployment ¤

laktory.models.resources.databricks.job.JobEmailNotifications ¤

laktory.models.resources.databricks.job.JobEnvironment ¤

laktory.models.resources.databricks.job.JobEnvironmentSpec ¤

laktory.models.resources.databricks.job.JobGitSource ¤

laktory.models.resources.databricks.job.JobGitSourceGitSnapshot ¤

laktory.models.resources.databricks.job.JobGitSourceJobSource ¤

laktory.models.resources.databricks.job.JobGitSourceSparseCheckout ¤

laktory.models.resources.databricks.job.JobHealth ¤

laktory.models.resources.databricks.job.JobHealthRules ¤

laktory.models.resources.databricks.job.JobJobCluster ¤

laktory.models.resources.databricks.job.JobJobClusterNewCluster ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterAutoscale ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterAwsAttributes ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterAzureAttributes ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterAzureAttributesLogAnalyticsInfo ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConf ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfDbfs ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfS3 ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfVolumes ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterMountInfo ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterMountInfoNetworkFilesystemInfo ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterDockerImage ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterDockerImageBasicAuth ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterDriverNodeTypeFlexibility ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterGcpAttributes ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScripts ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsAbfss ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsDbfs ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsFile ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsGcs ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsS3 ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsVolumes ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsWorkspace ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterLibrary ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryCran ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryMaven ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryPypi ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkerNodeTypeFlexibility ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkloadType ¤

laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkloadTypeClients ¤

laktory.models.resources.databricks.job.JobLibrary ¤

laktory.models.resources.databricks.job.JobLibraryCran ¤

laktory.models.resources.databricks.job.JobLibraryMaven ¤

laktory.models.resources.databricks.job.JobLibraryPypi ¤

laktory.models.resources.databricks.job.JobLookup ¤

laktory.models.resources.databricks.job.JobNewCluster ¤

laktory.models.resources.databricks.job.JobNewClusterAutoscale ¤

laktory.models.resources.databricks.job.JobNewClusterAwsAttributes ¤

laktory.models.resources.databricks.job.JobNewClusterAzureAttributes ¤

laktory.models.resources.databricks.job.JobNewClusterAzureAttributesLogAnalyticsInfo ¤

laktory.models.resources.databricks.job.JobNewClusterClusterLogConf ¤

laktory.models.resources.databricks.job.JobNewClusterClusterLogConfDbfs ¤

laktory.models.resources.databricks.job.JobNewClusterClusterLogConfS3 ¤

laktory.models.resources.databricks.job.JobNewClusterClusterLogConfVolumes ¤

laktory.models.resources.databricks.job.JobNewClusterClusterMountInfo ¤

laktory.models.resources.databricks.job.JobNewClusterClusterMountInfoNetworkFilesystemInfo ¤

laktory.models.resources.databricks.job.JobNewClusterDockerImage ¤

laktory.models.resources.databricks.job.JobNewClusterDockerImageBasicAuth ¤

laktory.models.resources.databricks.job.JobNewClusterDriverNodeTypeFlexibility ¤

laktory.models.resources.databricks.job.JobNewClusterGcpAttributes ¤

laktory.models.resources.databricks.job.JobNewClusterInitScripts ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsAbfss ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsDbfs ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsFile ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsGcs ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsS3 ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsVolumes ¤

laktory.models.resources.databricks.job.JobNewClusterInitScriptsWorkspace ¤

laktory.models.resources.databricks.job.JobNewClusterLibrary ¤

laktory.models.resources.databricks.job.JobNewClusterLibraryCran ¤

laktory.models.resources.databricks.job.JobNewClusterLibraryMaven ¤

laktory.models.resources.databricks.job.JobNewClusterLibraryPypi ¤

laktory.models.resources.databricks.job.JobNewClusterWorkerNodeTypeFlexibility ¤

laktory.models.resources.databricks.job.JobNewClusterWorkloadType ¤

`laktory.models.resources.databricks.Job` ¤

`additional_core_resources` `property` ¤

`laktory.models.resources.databricks.job.JobContinuous` ¤

`laktory.models.resources.databricks.job.JobDbtTask` ¤

`laktory.models.resources.databricks.job.JobDeployment` ¤

`laktory.models.resources.databricks.job.JobEmailNotifications` ¤

`laktory.models.resources.databricks.job.JobEnvironment` ¤

`laktory.models.resources.databricks.job.JobEnvironmentSpec` ¤

`laktory.models.resources.databricks.job.JobGitSource` ¤

`laktory.models.resources.databricks.job.JobGitSourceGitSnapshot` ¤

`laktory.models.resources.databricks.job.JobGitSourceJobSource` ¤

`laktory.models.resources.databricks.job.JobGitSourceSparseCheckout` ¤

`laktory.models.resources.databricks.job.JobHealth` ¤

`laktory.models.resources.databricks.job.JobHealthRules` ¤

`laktory.models.resources.databricks.job.JobJobCluster` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewCluster` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAutoscale` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAwsAttributes` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAzureAttributes` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterAzureAttributesLogAnalyticsInfo` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConf` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfDbfs` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfS3` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterLogConfVolumes` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterMountInfo` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterClusterMountInfoNetworkFilesystemInfo` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterDockerImage` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterDockerImageBasicAuth` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterDriverNodeTypeFlexibility` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterGcpAttributes` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScripts` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsAbfss` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsDbfs` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsFile` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsGcs` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsS3` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsVolumes` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterInitScriptsWorkspace` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibrary` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryCran` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryMaven` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterLibraryPypi` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkerNodeTypeFlexibility` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkloadType` ¤

`laktory.models.resources.databricks.job.JobJobClusterNewClusterWorkloadTypeClients` ¤

`laktory.models.resources.databricks.job.JobLibrary` ¤

`laktory.models.resources.databricks.job.JobLibraryCran` ¤

`laktory.models.resources.databricks.job.JobLibraryMaven` ¤

`laktory.models.resources.databricks.job.JobLibraryPypi` ¤

`laktory.models.resources.databricks.job.JobLookup` ¤

`laktory.models.resources.databricks.job.JobNewCluster` ¤

`laktory.models.resources.databricks.job.JobNewClusterAutoscale` ¤

`laktory.models.resources.databricks.job.JobNewClusterAwsAttributes` ¤

`laktory.models.resources.databricks.job.JobNewClusterAzureAttributes` ¤

`laktory.models.resources.databricks.job.JobNewClusterAzureAttributesLogAnalyticsInfo` ¤

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConf` ¤

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConfDbfs` ¤

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConfS3` ¤

`laktory.models.resources.databricks.job.JobNewClusterClusterLogConfVolumes` ¤

`laktory.models.resources.databricks.job.JobNewClusterClusterMountInfo` ¤

`laktory.models.resources.databricks.job.JobNewClusterClusterMountInfoNetworkFilesystemInfo` ¤

`laktory.models.resources.databricks.job.JobNewClusterDockerImage` ¤

`laktory.models.resources.databricks.job.JobNewClusterDockerImageBasicAuth` ¤

`laktory.models.resources.databricks.job.JobNewClusterDriverNodeTypeFlexibility` ¤

`laktory.models.resources.databricks.job.JobNewClusterGcpAttributes` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScripts` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsAbfss` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsDbfs` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsFile` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsGcs` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsS3` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsVolumes` ¤

`laktory.models.resources.databricks.job.JobNewClusterInitScriptsWorkspace` ¤

`laktory.models.resources.databricks.job.JobNewClusterLibrary` ¤

`laktory.models.resources.databricks.job.JobNewClusterLibraryCran` ¤

`laktory.models.resources.databricks.job.JobNewClusterLibraryMaven` ¤

`laktory.models.resources.databricks.job.JobNewClusterLibraryPypi` ¤

`laktory.models.resources.databricks.job.JobNewClusterWorkerNodeTypeFlexibility` ¤

`laktory.models.resources.databricks.job.JobNewClusterWorkloadType` ¤

`laktory.models.resources.databricks.job.JobNewClusterWorkloadTypeClients` ¤