DBUtils implementation for Volumes by mgyucht · Pull Request #623 · databricks/databricks-sdk-py

mgyucht · 2024-04-22T08:56:34Z

Changes

UC Volumes has been released for some time, but users are unable to use UC Volumes with dbutils.fs from the SDK. This PR implements support for /Volumes paths in DBUtils in the SDK.

I've done this primarily by extending DbfsExt to work with UC Volumes paths. A new class _VolumePath is supported, implementing the set of base operations defined on the _Path parent abstract class for volume paths. An accompanying _VolumesIO is also implemented to provide a consistent interface for reading from and writing to UC Volumes files, especially for writing: the download API already returns a BinaryIO, but the upload API accepts a BinaryIO, so this adapter allows for a user to "open" a Volumes path for writing.

In order to properly implement ls, I changed the existing implementation of list in _Path subclasses to return a generator of FileInfos. This allows for better reuse of this common functionality between ls, cp and mv.

Open questions:

Should we do anything to distinguish between a path named /Volumes on disk and UC Volumes? E.g. via a different scheme?

Tests

make test run locally
make fmt applied
relevant integration tests applied

github-actions · 2024-04-22T08:57:33Z

This PR breaks backwards compatibility for databrickslabs/ucx downstream. See build logs for more details.

_{Running from downstreams #65}

tanmay-db · 2024-04-24T13:00:18Z

databricks/sdk/mixins/files.py

+            return
+        queue = [self]
+        while queue:
+            next_path, queue = queue[0], queue[1:]


Slicing the list will create a copy so this will be O(N), we can improve this to O(1) using deque and use .popleft() to get the first element.

tanmay-db · 2024-04-24T13:00:32Z

databricks/sdk/mixins/files.py

+            return
+        queue = [self]
+        while queue:
+            next_path, queue = queue[0], queue[1:]


tanmay-db · 2024-04-24T13:05:00Z

databricks/sdk/mixins/files.py

-        return _DbfsPath(self, src)
+        if src.startswith('dbfs:'):
+            src = src[len('dbfs:'):]
+        if str(src).startswith('/Volumes'):


Should we consider typos here: https://docs.databricks.com/en/connect/unity-catalog/volumes.html

Paths are also reserved for potential typos for these paths from Apache Spark APIs and dbutils, including /volumes, /Volume, /volume, whether or not they are preceded by dbfs:/. The path /dbfs/Volumes is also reserved, but cannot be used to access volumes.

I think those paths are reserved but may not be usable themselves for looking up volumes (hopefully). Given that we use the REST API, we may need to be more narrow in what we accept than in DBR, since these paths correspond directly to REST API parameters.

…#631) ## Changes #623 introduced DBUtils support for volumes but also caused a small regression in listing behavior: `dbutils.fs.ls()` should not include the `dbfs:` scheme. This PR makes that fix. Additionally, it fixes a small bug in volumes recursive listing, only including the file paths as is the behavior with DBFS. ## Tests  - [ ] `make test` run locally - [ ] `make fmt` applied - [ ] relevant integration tests applied

### New Features * DBUtils implementation for Volumes ([#623](#623), [#634](#634), [#631](#631)). ### Bug Fixes * Fixed codecov for repository ([#636](#636)). API Changes: * Added `ingestion_definition` field for `databricks.sdk.service.pipelines.CreatePipeline`. * Added `ingestion_definition` field for `databricks.sdk.service.pipelines.EditPipeline`. * Added `ingestion_definition` field for `databricks.sdk.service.pipelines.PipelineSpec`. * Added `databricks.sdk.service.pipelines.IngestionConfig` dataclass. * Added `databricks.sdk.service.pipelines.ManagedIngestionPipelineDefinition` dataclass. * Added `databricks.sdk.service.pipelines.SchemaSpec` dataclass. * Added `databricks.sdk.service.pipelines.TableSpec` dataclass. * Changed `create()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service . New request type is `databricks.sdk.service.serving.CreateAppRequest` dataclass. * Changed `create()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service to return `databricks.sdk.service.serving.App` dataclass. * Removed `delete_app()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_app()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_app_deployment_status()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_apps()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_events()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `create_deployment()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `delete()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get_deployment()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get_environment()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `list()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `list_deployments()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `stop()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `update()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get_open_api()` method for [w.serving_endpoints](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/serving_endpoints.html) workspace-level service. * Removed `databricks.sdk.service.serving.AppEvents` dataclass. * Removed `databricks.sdk.service.serving.AppManifest` dataclass. * Removed `databricks.sdk.service.serving.AppServiceStatus` dataclass. * Removed `databricks.sdk.service.serving.DeleteAppResponse` dataclass. * Removed `databricks.sdk.service.serving.DeployAppRequest` dataclass. * Removed `databricks.sdk.service.serving.DeploymentStatus` dataclass. * Removed `databricks.sdk.service.serving.DeploymentStatusState` dataclass. * Removed `databricks.sdk.service.serving.GetAppDeploymentStatusRequest` dataclass. * Removed `databricks.sdk.service.serving.GetAppResponse` dataclass. * Removed `databricks.sdk.service.serving.GetEventsRequest` dataclass. * Removed `databricks.sdk.service.serving.ListAppEventsResponse` dataclass. * Changed `apps` field for `databricks.sdk.service.serving.ListAppsResponse` to `databricks.sdk.service.serving.AppList` dataclass. * Added `databricks.sdk.service.serving.App` dataclass. * Added `databricks.sdk.service.serving.AppDeployment` dataclass. * Added `databricks.sdk.service.serving.AppDeploymentState` dataclass. * Added `databricks.sdk.service.serving.AppDeploymentStatus` dataclass. * Added `databricks.sdk.service.serving.AppEnvironment` dataclass. * Added `databricks.sdk.service.serving.AppState` dataclass. * Added `databricks.sdk.service.serving.AppStatus` dataclass. * Added `databricks.sdk.service.serving.CreateAppDeploymentRequest` dataclass. * Added `databricks.sdk.service.serving.CreateAppRequest` dataclass. * Added `databricks.sdk.service.serving.EnvVariable` dataclass. * Added `databricks.sdk.service.serving.GetAppDeploymentRequest` dataclass. * Added `databricks.sdk.service.serving.GetAppEnvironmentRequest` dataclass. * Added `databricks.sdk.service.serving.GetOpenApiRequest` dataclass. * Added `any` dataclass. * Added `databricks.sdk.service.serving.ListAppDeploymentsRequest` dataclass. * Added `databricks.sdk.service.serving.ListAppDeploymentsResponse` dataclass. * Added `databricks.sdk.service.serving.ListAppsRequest` dataclass. * Added `databricks.sdk.service.serving.StopAppRequest` dataclass. * Added `any` dataclass. * Added `databricks.sdk.service.serving.UpdateAppRequest` dataclass. * Removed [w.csp_enablement](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/csp_enablement.html) workspace-level service. * Removed [w.esm_enablement](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/esm_enablement.html) workspace-level service. * Added [w.compliance_security_profile](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/compliance_security_profile.html) workspace-level service. * Added [w.enhanced_security_monitoring](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/enhanced_security_monitoring.html) workspace-level service. * Removed `databricks.sdk.service.settings.CspEnablement` dataclass. * Removed `databricks.sdk.service.settings.CspEnablementSetting` dataclass. * Removed `databricks.sdk.service.settings.EsmEnablement` dataclass. * Removed `databricks.sdk.service.settings.EsmEnablementSetting` dataclass. * Removed `databricks.sdk.service.settings.GetCspEnablementSettingRequest` dataclass. * Removed `databricks.sdk.service.settings.GetEsmEnablementSettingRequest` dataclass. * Removed `databricks.sdk.service.settings.UpdateCspEnablementSettingRequest` dataclass. * Removed `databricks.sdk.service.settings.UpdateEsmEnablementSettingRequest` dataclass. * Added `databricks.sdk.service.settings.ComplianceSecurityProfile` dataclass. * Added `databricks.sdk.service.settings.ComplianceSecurityProfileSetting` dataclass. * Added `databricks.sdk.service.settings.EnhancedSecurityMonitoring` dataclass. * Added `databricks.sdk.service.settings.EnhancedSecurityMonitoringSetting` dataclass. * Added `databricks.sdk.service.settings.GetComplianceSecurityProfileSettingRequest` dataclass. * Added `databricks.sdk.service.settings.GetEnhancedSecurityMonitoringSettingRequest` dataclass. * Added `databricks.sdk.service.settings.UpdateComplianceSecurityProfileSettingRequest` dataclass. * Added `databricks.sdk.service.settings.UpdateEnhancedSecurityMonitoringSettingRequest` dataclass. * Added `tags` field for `databricks.sdk.service.sql.DashboardEditContent`. * Added `tags` field for `databricks.sdk.service.sql.QueryEditContent`. * Added `catalog` field for `databricks.sdk.service.sql.QueryOptions`. * Added `schema` field for `databricks.sdk.service.sql.QueryOptions`. * Added `tags` field for `databricks.sdk.service.sql.QueryPostContent`. * Added `query` field for `databricks.sdk.service.sql.Visualization`. OpenAPI SHA: 9bb7950fa3390afb97abaa552934bc0a2e069de5, Date: 2024-05-02

### New Features * DBUtils implementation for Volumes ([#623](#623), [#634](#634), [#631](#631)). You can now use `w.dbutils.fs` with UC volumes paths. Error handling for non-UC, non-DBFS and non-local paths has also been improved. ### Bug Fixes * Fixed codecov for repository ([#636](#636)). API Changes: * Added `ingestion_definition` field for `databricks.sdk.service.pipelines.CreatePipeline`. * Added `ingestion_definition` field for `databricks.sdk.service.pipelines.EditPipeline`. * Added `ingestion_definition` field for `databricks.sdk.service.pipelines.PipelineSpec`. * Added `databricks.sdk.service.pipelines.IngestionConfig` dataclass. * Added `databricks.sdk.service.pipelines.ManagedIngestionPipelineDefinition` dataclass. * Added `databricks.sdk.service.pipelines.SchemaSpec` dataclass. * Added `databricks.sdk.service.pipelines.TableSpec` dataclass. * Changed `create()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service . New request type is `databricks.sdk.service.serving.CreateAppRequest` dataclass. * Changed `create()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service to return `databricks.sdk.service.serving.App` dataclass. * Removed `delete_app()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_app()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_app_deployment_status()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_apps()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Removed `get_events()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `create_deployment()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `delete()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get_deployment()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get_environment()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `list()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `list_deployments()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `stop()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `update()` method for [w.apps](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/apps.html) workspace-level service. * Added `get_open_api()` method for [w.serving_endpoints](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/serving_endpoints.html) workspace-level service. * Removed `databricks.sdk.service.serving.AppEvents` dataclass. * Removed `databricks.sdk.service.serving.AppManifest` dataclass. * Removed `databricks.sdk.service.serving.AppServiceStatus` dataclass. * Removed `databricks.sdk.service.serving.DeleteAppResponse` dataclass. * Removed `databricks.sdk.service.serving.DeployAppRequest` dataclass. * Removed `databricks.sdk.service.serving.DeploymentStatus` dataclass. * Removed `databricks.sdk.service.serving.DeploymentStatusState` dataclass. * Removed `databricks.sdk.service.serving.GetAppDeploymentStatusRequest` dataclass. * Removed `databricks.sdk.service.serving.GetAppResponse` dataclass. * Removed `databricks.sdk.service.serving.GetEventsRequest` dataclass. * Removed `databricks.sdk.service.serving.ListAppEventsResponse` dataclass. * Changed `apps` field for `databricks.sdk.service.serving.ListAppsResponse` to `databricks.sdk.service.serving.AppList` dataclass. * Added `databricks.sdk.service.serving.App` dataclass. * Added `databricks.sdk.service.serving.AppDeployment` dataclass. * Added `databricks.sdk.service.serving.AppDeploymentState` dataclass. * Added `databricks.sdk.service.serving.AppDeploymentStatus` dataclass. * Added `databricks.sdk.service.serving.AppEnvironment` dataclass. * Added `databricks.sdk.service.serving.AppState` dataclass. * Added `databricks.sdk.service.serving.AppStatus` dataclass. * Added `databricks.sdk.service.serving.CreateAppDeploymentRequest` dataclass. * Added `databricks.sdk.service.serving.CreateAppRequest` dataclass. * Added `databricks.sdk.service.serving.EnvVariable` dataclass. * Added `databricks.sdk.service.serving.GetAppDeploymentRequest` dataclass. * Added `databricks.sdk.service.serving.GetAppEnvironmentRequest` dataclass. * Added `databricks.sdk.service.serving.GetOpenApiRequest` dataclass. * Added `any` dataclass. * Added `databricks.sdk.service.serving.ListAppDeploymentsRequest` dataclass. * Added `databricks.sdk.service.serving.ListAppDeploymentsResponse` dataclass. * Added `databricks.sdk.service.serving.ListAppsRequest` dataclass. * Added `databricks.sdk.service.serving.StopAppRequest` dataclass. * Added `any` dataclass. * Added `databricks.sdk.service.serving.UpdateAppRequest` dataclass. * Removed [w.csp_enablement](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/csp_enablement.html) workspace-level service. * Removed [w.esm_enablement](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/esm_enablement.html) workspace-level service. * Added [w.compliance_security_profile](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/compliance_security_profile.html) workspace-level service. * Added [w.enhanced_security_monitoring](https://databricks-sdk-py.readthedocs.io/en/latest/workspace/settings/enhanced_security_monitoring.html) workspace-level service. * Removed `databricks.sdk.service.settings.CspEnablement` dataclass. * Removed `databricks.sdk.service.settings.CspEnablementSetting` dataclass. * Removed `databricks.sdk.service.settings.EsmEnablement` dataclass. * Removed `databricks.sdk.service.settings.EsmEnablementSetting` dataclass. * Removed `databricks.sdk.service.settings.GetCspEnablementSettingRequest` dataclass. * Removed `databricks.sdk.service.settings.GetEsmEnablementSettingRequest` dataclass. * Removed `databricks.sdk.service.settings.UpdateCspEnablementSettingRequest` dataclass. * Removed `databricks.sdk.service.settings.UpdateEsmEnablementSettingRequest` dataclass. * Added `databricks.sdk.service.settings.ComplianceSecurityProfile` dataclass. * Added `databricks.sdk.service.settings.ComplianceSecurityProfileSetting` dataclass. * Added `databricks.sdk.service.settings.EnhancedSecurityMonitoring` dataclass. * Added `databricks.sdk.service.settings.EnhancedSecurityMonitoringSetting` dataclass. * Added `databricks.sdk.service.settings.GetComplianceSecurityProfileSettingRequest` dataclass. * Added `databricks.sdk.service.settings.GetEnhancedSecurityMonitoringSettingRequest` dataclass. * Added `databricks.sdk.service.settings.UpdateComplianceSecurityProfileSettingRequest` dataclass. * Added `databricks.sdk.service.settings.UpdateEnhancedSecurityMonitoringSettingRequest` dataclass. * Added `tags` field for `databricks.sdk.service.sql.DashboardEditContent`. * Added `tags` field for `databricks.sdk.service.sql.QueryEditContent`. * Added `catalog` field for `databricks.sdk.service.sql.QueryOptions`. * Added `schema` field for `databricks.sdk.service.sql.QueryOptions`. * Added `tags` field for `databricks.sdk.service.sql.QueryPostContent`. * Added `query` field for `databricks.sdk.service.sql.Visualization`. OpenAPI SHA: 9bb7950fa3390afb97abaa552934bc0a2e069de5, Date: 2024-05-02

mgyucht added 2 commits April 22, 2024 10:42

DBUtils implementation for Volumes

876213c

correct type annotation

25e430f

mgyucht added 7 commits April 22, 2024 18:06

fmt

762f7b0

fix tests

88234ce

better integration tests

d5a1d54

fmt

5a06ed0

3.7 support

f5570d5

fix

299c7dd

fix againgp

4998d15

mgyucht requested review from seansmith-db and tanmay-db April 24, 2024 07:58

more test

30fda58

tanmay-db approved these changes Apr 24, 2024

View reviewed changes

mgyucht added 2 commits April 24, 2024 17:19

use deque

4aad6f0

deque again

034beeb

mgyucht enabled auto-merge April 24, 2024 15:21

fmt

2ef8ad6

mgyucht added this pull request to the merge queue Apr 24, 2024

Merged via the queue into main with commit 68feadf Apr 24, 2024

mgyucht deleted the dbutils-for-volumes branch April 24, 2024 15:31

mgyucht mentioned this pull request Apr 25, 2024

Remove unnecessary dbfs: scheme when listing in w.dbutils.fs.ls() #631

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mgyucht mentioned this pull request May 3, 2024

Release v0.27.0 #637

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astrojuanlu mentioned this pull request Jun 9, 2025

[ISSUE] When trying to use dbutils for interacting with Volumes through fs, an error pops up stating "PermissionDenied: No operations allowed on this path." #571

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DBUtils implementation for Volumes#623

DBUtils implementation for Volumes#623
mgyucht merged 13 commits intomainfrom
dbutils-for-volumes

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