[Internal] Update Jobs list function to support paginated responses #896
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## Release v0.45.0 ### New Features and Improvements * Update Jobs service to use API 2.2 ([#913](#913)). ### Internal Changes * Refactor `DatabricksError` to expose different types of error details ([#912](#912)). * Update Jobs ListJobs API to support paginated responses ([#896](#896)) * Update Jobs ListRuns API to support paginated responses ([#890](#890)) * Introduce automated tagging ([#888](#888)) * Update Jobs GetJob API to support paginated responses ([#869](#869)). * Update On Behalf Of User Authentication in Multithreaded applications ([#907](#907)) ### API Changes * Added `execute_message_attachment_query()`, `get_message_attachment_query_result()` and `get_space()` methods for [w.genie](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/dashboards/genie.html) workspace-level service. * Added `list_provider_share_assets()` method for [w.providers](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/sharing/providers.html) workspace-level service. * Added `budget_policy_id` and `effective_budget_policy_id` fields for `databricks.sdk.service.apps.App`. * Added `policy` field for `databricks.sdk.service.billing.CreateBudgetPolicyRequest`. * Added `databricks_gcp_service_account` field for `databricks.sdk.service.catalog.ValidateCredentialRequest`. * Added `attachment_id` field for `databricks.sdk.service.dashboards.GenieAttachment`. * Added `conversation_id` field for `databricks.sdk.service.dashboards.GenieConversation`. * Added `message_id` field for `databricks.sdk.service.dashboards.GenieMessage`. * Added `description`, `id`, `last_updated_timestamp`, `query`, `query_result_metadata` and `title` fields for `databricks.sdk.service.dashboards.GenieQueryAttachment`. * Added `gen_ai_compute_task` field for `databricks.sdk.service.jobs.RunTask`. * Added `gen_ai_compute_task` field for `databricks.sdk.service.jobs.SubmitTask`. * Added `gen_ai_compute_task` field for `databricks.sdk.service.jobs.Task`. * Added `run_name` field for `databricks.sdk.service.ml.CreateRun`. * Added `run_name` field for `databricks.sdk.service.ml.RunInfo`. * Added `run_name` field for `databricks.sdk.service.ml.UpdateRun`. * Added `lifetime` field for `databricks.sdk.service.oauth2.CreateServicePrincipalSecretRequest`. * Added `expire_time` field for `databricks.sdk.service.oauth2.CreateServicePrincipalSecretResponse`. * Added `jwks_uri` field for `databricks.sdk.service.oauth2.OidcFederationPolicy`. * Added `expire_time` field for `databricks.sdk.service.oauth2.SecretInfo`. * Added `instance_profile_arn` field for `databricks.sdk.service.serving.AmazonBedrockConfig`. * Added `budget_policy_id` field for `databricks.sdk.service.serving.CreateServingEndpoint`. * Added `budget_policy_id` field for `databricks.sdk.service.serving.ServingEndpoint`. * Added `budget_policy_id` field for `databricks.sdk.service.serving.ServingEndpointDetailed`. * Added `add`, `principal` and `remove` fields for `databricks.sdk.service.sharing.PermissionsChange`. * Added `columns_to_rerank` field for `databricks.sdk.service.vectorsearch.QueryVectorIndexRequest`. * Added `oracle` and `teradata` enum values for `databricks.sdk.service.catalog.ConnectionType`. * Added `function_arguments_invalid_type_exception` and `message_cancelled_while_executing_exception` enum values for `databricks.sdk.service.dashboards.MessageErrorType`. * Added `waiting` enum value for `databricks.sdk.service.jobs.RunLifecycleStateV2State`. * Added `active_only`, `all` and `deleted_only` enum values for `databricks.sdk.service.ml.ViewType`. * Added `oauth_client_credentials` enum value for `databricks.sdk.service.sharing.AuthenticationType`. * Added `raw` enum value for `databricks.sdk.service.workspace.ExportFormat`. * [Breaking] Changed `get_by_name()` method for [w.experiments](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/ml/experiments.html) workspace-level service to return `databricks.sdk.service.ml.GetExperimentByNameResponse` dataclass. * [Breaking] Changed `log_inputs()` method for [w.experiments](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/ml/experiments.html) workspace-level service with new required argument order. * [Breaking] Changed `share_permissions()` method for [w.shares](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/sharing/shares.html) workspace-level service to return `databricks.sdk.service.sharing.GetSharePermissionsResponse` dataclass. * [Breaking] Changed `share_permissions()` and `update_permissions()` methods for [w.shares](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/sharing/shares.html) workspace-level service return type to become non-empty. * [Breaking] Changed `update_permissions()` method for [w.shares](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/sharing/shares.html) workspace-level service to return `databricks.sdk.service.sharing.UpdateSharePermissionsResponse` dataclass. * [Breaking] Changed `policy_id` field for `databricks.sdk.service.billing.BudgetPolicy` to no longer be required. * Changed `policy_id` field for `databricks.sdk.service.billing.BudgetPolicy` to no longer be required. * [Breaking] Changed `partitions` field for `databricks.sdk.service.cleanrooms.CleanRoomAssetTableLocalDetails` to type `databricks.sdk.service.cleanrooms.PartitionList` dataclass. * [Breaking] Changed `query` field for `databricks.sdk.service.dashboards.GenieAttachment` to type `databricks.sdk.service.dashboards.GenieQueryAttachment` dataclass. * [Breaking] Changed `digest`, `name`, `source` and `source_type` fields for `databricks.sdk.service.ml.Dataset` to be required. * Changed `digest`, `name`, `source` and `source_type` fields for `databricks.sdk.service.ml.Dataset` to be required. * [Breaking] Changed `dataset` field for `databricks.sdk.service.ml.DatasetInput` to be required. * Changed `dataset` field for `databricks.sdk.service.ml.DatasetInput` to be required. * Changed `key` and `value` fields for `databricks.sdk.service.ml.InputTag` to be required. * [Breaking] Changed `key` and `value` fields for `databricks.sdk.service.ml.InputTag` to be required. * [Breaking] Changed `view_type` field for `databricks.sdk.service.ml.ListExperimentsRequest` to type `databricks.sdk.service.ml.ViewType` dataclass. * [Breaking] Changed `run_id` field for `databricks.sdk.service.ml.LogInputs` to be required. * [Breaking] Changed `view_type` field for `databricks.sdk.service.ml.SearchExperiments` to type `databricks.sdk.service.ml.ViewType` dataclass. * [Breaking] Changed `run_view_type` field for `databricks.sdk.service.ml.SearchRuns` to type `databricks.sdk.service.ml.ViewType` dataclass. * [Breaking] Removed `custom_tags` and `policy_name` fields for `databricks.sdk.service.billing.CreateBudgetPolicyRequest`. * [Breaking] Removed `cached_query_schema`, `description`, `id`, `instruction_id`, `instruction_title`, `last_updated_timestamp`, `query`, `statement_id` and `title` fields for `databricks.sdk.service.dashboards.QueryAttachment`. * [Breaking] Removed `max_results` and `page_token` fields for `databricks.sdk.service.sharing.UpdateSharePermissions`. * [Breaking] Removed `active_only`, `all` and `deleted_only` enum values for `databricks.sdk.service.ml.SearchExperimentsViewType`. * [Breaking] Removed `active_only`, `all` and `deleted_only` enum values for `databricks.sdk.service.ml.SearchRunsRunViewType`.
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What changes are proposed in this pull request?
Introduces logic in the extension for jobs ListJobs call. The extended logic accounts for the new response format of API 2.2. API 2.1 format returns all tasks and job_cluster for each job in the jobs list. API 2.2 format truncates tasks and job_cluster to 100 elements. The extended ListJobs logic calls GetJob for each job in the list to populate the full list of tasks and job_clusters.
The code consumes generator that is returned from
super().listand it produces generator as well.How is this tested?
Unit tests and manual tests. Manual tests were done in two modes: using API 2.2 and using API 2.1. So this code is code is compatible with both API versions.
Notes
Copy of this other PR
#889
The formatter is inconsistent and the original author could make it work.