STEP 1
Connect Databricks and GitLab
Save credentials in WEXTL once. We store them encrypted and reuse the authorization across every workflow [3]. No coding or API skills required.
Databricks and GitLab Integration
Build developer tools workflows between Databricks and GitLab on a visual canvas — set up data fields sync between apps once and let data flow when events come automatically. Integration will work without code and your team will see the workflow inside WEXTL® builder.
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Learn about Databricks and GitLab
Detailed info you need to know about Databricks and GitLab integrations in WEXTL. Explore which modules apps support and how you connect them.
Databricks
Run Databricks jobs, clusters, SQL, files, Unity Catalog, and model serving from a workspace. [5]
How to connect Databricks to GitLab
Set up your Databricks and GitLab integration in 3 simple steps [2] — no coding required. Up to 10 minutes setup.
STEP 2
Build a workflow
Paste selected Databricks and GitLab nodes onto the canvas [4], or describe what you want and WEXTL wires the flow together with AI Builder.
STEP 3
Map your data
Choose which fields need to sync between Databricks and GitLab. Use filters or leverage a JS custom code step in between — everything is on the canvas.
How does the integration between Databricks and GitLab work in WEXTL?
WEXTL exposes actions and triggers for Databricks and GitLab that help you connect apps and automate repetitive tasks [1]. A trigger is an event that happens, an action — a step that performs when the event has occurred.
Databricks triggersGitLab actions
Databricks modules
- Watch Job RunsTriggers when a Databricks job run starts.
- Cancel All RunsCancels all runs of a job.
- Cancel RunCancels a job run.
- Cancel SQL StatementCancels a SQL statement.
- Change Cluster OwnerChanges the owner of a cluster.
- Create CatalogCreates a catalog.
- Create ClusterCreates a new cluster.
- Create Conversation MessageSends a message in a Genie conversation.
- Create DirectoryCreates a volume directory.
- Create FunctionCreates a function.
- Create JobCreates a new job.
- Create RepoCreates a new repo.
- Create SchemaCreates a schema.
- Create Secret ScopeCreates a secret scope.
- Create Serving EndpointCreates a serving endpoint.
- Create SQL WarehouseCreates a SQL warehouse.
- Create Vector Search IndexCreates a vector search index.
- Create VolumeCreates a volume.
- Create Workspace DirectoryCreates a workspace directory.
- Delete CatalogDeletes a catalog.
- Delete Cluster PermanentlyPermanently deletes a cluster.
- Delete DirectoryDeletes an empty volume directory.
- Delete FileDeletes a file from a Unity Catalog volume.
- Delete FunctionDeletes a function.
- Delete JobDeletes a job.
- Delete RepoDeletes a repo.
- Delete RunDeletes a job run.
- Delete SchemaDeletes a schema.
- Delete SecretDeletes a secret.
- Delete Secret ACLDeletes a secret ACL.
- Delete Secret ScopeDeletes a secret scope.
- Delete Serving EndpointDeletes a serving endpoint.
- Delete SQL WarehouseDeletes a SQL warehouse.
- Delete VolumeDeletes a volume.
- Delete Workspace ObjectDeletes a workspace object.
- Download FileDownloads a file from a Unity Catalog volume.
- Edit ClusterEdits an existing cluster.
- Edit SQL WarehouseEdits a SQL warehouse.
- Execute Message SQL QueryExecutes the SQL query on a Genie message attachment.
- Execute SQL StatementExecutes a SQL statement on a warehouse.
- Export RunExports a job run.
- Export Workspace ObjectExports a workspace object.
- Get CatalogReturns a catalog.
- Get ClusterReturns a single cluster.
- Get Conversation MessageReturns a Genie conversation message.
- Get File MetadataReturns metadata for a volume file.
- Get FunctionReturns a function.
- Get Genie SpaceReturns a Genie space.
- Get JobReturns a single job.
- Get Job RunReturns a single job run.
GitLab modules
- Add Group MemberAdds a member to a group.
- Add Project MemberAdds a member to a project.
- Approve Merge RequestApproves a merge request.
- Archive ProjectArchives a project.
- Cancel JobCancels a job.
- Cancel PipelineCancels all jobs in a pipeline.
- Compare RepositoryCompares two refs in a repository.
- Create BranchCreates a repository branch.
- Create CommitCreates a commit with one or more file actions.
- Create FileCreates a file in the repository.
- Create GroupCreates a new group.
- Create Group LabelCreates a group label.
- Create Group MilestoneCreates a group milestone.
- Create IssueCreates a new issue.
- Create Issue NoteCreates a note on an issue.
- Create Merge RequestCreates a new merge request.
- Create Merge Request NoteCreates a note on a merge request.
- Create Merge Request PipelineCreates a pipeline for a merge request.
- Create PipelineCreates a new pipeline.
- Create ProjectCreates a new project.
- Create Project LabelCreates a project label.
- Create Project MilestoneCreates a project milestone.
- Create Project SnippetCreates a project snippet.
- Create Project Wiki PageCreates a project wiki page.
- Create ReleaseCreates a new release.
- Create SnippetCreates a new snippet.
- Create TagCreates a repository tag.
- Delete BranchDeletes a repository branch.
- Delete FileDeletes a file from the repository.
- Delete GroupSchedules a group for deletion.
- Delete Group LabelDeletes a group label.
- Delete Group MilestoneDeletes a group milestone.
- Delete IssueDeletes an issue.
- Delete Issue NoteDeletes an issue note.
- Delete Merge RequestDeletes a merge request.
- Delete Merge Request NoteDeletes a merge request note.
- Delete PipelineDeletes a pipeline.
- Delete ProjectDeletes a project.
- Delete Project LabelDeletes a project label.
- Delete Project MilestoneDeletes a project milestone.
- Delete Project SnippetDeletes a project snippet.
- Delete Project Wiki PageDeletes a project wiki page.
- Delete ReleaseDeletes a release.
- Delete SnippetDeletes a snippet.
- Delete TagDeletes a repository tag.
- Fork ProjectForks a project.
- Get BranchReturns a single branch.
- Get CommitReturns a single commit.
- Get Current UserReturns the authenticated user.
- Get FileReturns a file from the repository.
Explore alternative integrations
There are other apps [9] supported by WEXTL that can be paired with Databricks and GitLab integrations. Pick any from the list below if the current combination isn't the one you need.
Frequently asked questions
Common questions about connecting Databricks and GitLab.
Connect your Databricks and GitLab accounts once, pick a trigger in one app and an action in the other, then map the fields so data flows automatically between them. [3]
Example: when Databricks's "Watch Job Runs" fires, WEXTL can "Add Group Member" in GitLab. Databricks has 1 trigger (including Watch Job Runs); GitLab has 144 actions (including Add Group Member, Add Project Member, and Approve Merge Request). Add filters and transforms between steps when you need them. [1]
Yes — the integration works in both directions. Use each app's triggers to start a workflow and the other app's actions to update it. [2]
No. Databricks-to-GitLab automations are built visually on the canvas. You can optionally add custom JavaScript with Functions when you need advanced logic. [4]
Yes. Trigger-based automations start the moment Databricks (or GitLab) fires a new event — webhook-backed apps run within seconds, and polling-only apps re-check on a schedule you control. [7]
A first automation typically takes 5–10 minutes: connect each app's credential once, drop a trigger + action onto the canvas, map the fields, and turn the workflow on.
You can build your Databricks + GitLab automation on a 3-day trial with every feature unlocked. Cancel anytime. For your protection, a small deposit is charged to your card when your trial starts. It counts toward your first payment and is non-refundable. [8]
References
List of sources used to gather information about the Databricks and GitLab integration.
- Databricks and GitLab integration source code, module specs and credentials implementation.
- Our Databricks and GitLab integration documentation, structured input and output parameters, scopes, and authentication methods.
- Official vendor API documentation for Databricks and GitLab — used to verify field meanings, authentication flows, and anything our own specs don't fully capture.
- WEXTL® visual workflow builder, anonymized data from our technical support team.
- Databricks integration information
- GitLab integration information
- WEXTL® Scheduling
- WEXTL® Pricing and Trial
- WEXTL® Apps Library