DatriseAI-first ETL

ClickUp Databricks SQL Warehouse

AI-first ETL from ClickUp into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads ClickUp into Databricks SQL Warehouse

Datrise syncs ClickUp's tasks, custom fields, statuses, docs, and workspace execution data into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.

Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.

Ideal for lakehouse analytics and ML feature tables on Databricks.

Endpoints

ClickUp: Work management platform for tasks, docs, and operations.

Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.

How ClickUp entities map to Databricks SQL Warehouse

ClickUp entityDatabricks SQL Warehouse objectNotes
tasksclickup_tasksid PK · custom fields → VARIANT or STRUCT columns
custom fieldsclickup_custom_fieldsid PK · linked to clickup_tasks
statusesclickup_statusesTIMESTAMP events
docsclickup_docsid PK · linked to clickup_tasks

FAQ

How does Datrise handle ClickUp's custom fields in Databricks SQL Warehouse?

Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.

How does the ClickUp to Databricks SQL Warehouse sync stay up to date?

It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.

Related pipelines

Early access

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