Connector

REST API → Databricks

Files land in object storage; Auto Loader ingests them into Delta. The connector is the same; the loading pattern follows what Databricks does well.

What it costs

Two kinds of line. The connector is the technical connection to this source, charged once. The data models are the datasets you actually asked for, priced by type.

Build
Base Connector · Standard source · incl. 3 data models
Price
See the price list

Data models customers ask for on this kind of source

Three Simple ones come with the Base Connector. These are what tends to get added.

Data modelTypical typeAPI resources it usually needs
EmployeesStandard/employees, /departments
EventsAdvanced/events, /event-types
CustomersStandard/customers

Illustrative, not a quote: the type is assessed per customer from the API's own documentation. Note the last column — those resources are included in the data model price, not charged separately, and their raw data lands in your warehouse too.

What decides the type

  • How the resources in a dataset relate to each other
  • Whether the API can return only what changed
  • How much history has to be loaded
  • Unity Catalog permissions and external location setup

What you get

  • A scheduled job in your cloud writing partitioned files to object storage
  • Auto Loader ingestion into Delta tables in your workspace
  • Incremental sync with checkpointing and idempotent replay
  • Historical backfill executed in full
  • Monitoring, alerting, runbook, infrastructure definitions and source code, in your accounts

What we deploy

Scheduler ──▶ Job ──▶ Object storage ──▶ Auto Loader ──▶ Delta tables

Auto Loader handles the incremental file discovery, which means a re-run that writes the same files again does not duplicate rows. Combined with a dedup key this makes the whole path safely re-runnable — the property that matters most when something has gone wrong at 06:00.

Get an estimate for rest api → databricks

Send the documentation link. You get a complexity tier, a recommended architecture, a fixed price and a delivery window — free, usually the same day. If a vendor connector would serve you better, we will say that instead.

Get an estimate