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Important
This feature is in Beta. Workspace admins can control access to this feature from the Previews page. See Manage Azure Databricks previews.
The managed Reddit Ads connector in Lakeflow Connect allows you to ingest data from Reddit Ads into Azure Databricks.
Feature availability
| Feature | Availability |
|---|---|
| UI-based pipeline authoring | |
| API-based pipeline authoring | |
| Declarative Automation Bundles | |
| Incremental ingestion | Report tables support incremental ingestion. Entity tables are fully refreshed on each update. |
| Unity Catalog governance | |
| Lakeflow Jobs | |
| SCD type 2 | |
| Column selection and deselection | You can select specific tables. |
| API-based row filtering | |
| Automated schema evolution: New and deleted columns | |
| Automated schema evolution: Data type changes | |
| Automated schema evolution: Column renames | |
| Automated schema evolution: New tables | N/A |
Authentication methods
| Authentication method | Availability |
|---|---|
| OAuth U2M | |
| OAuth M2M | |
| OAuth (manual refresh token) | |
| Basic authentication (username/password) | |
| Basic authentication (API key) |
What to know before you start
| Topic | Why it matters |
|---|---|
| Azure Databricks user persona | The workflow depends on your Azure Databricks user persona:
|
| Authentication method | The steps to create a connection depend on the authentication method you choose. |
| Interface | The steps to create a pipeline depend on the interface. |
| Ingestion frequency | The pipeline schedule depends on your latency and cost requirements. |
| Common patterns | Depending on your ingestion needs, the pipeline might use configurations like history tracking, column selection, and row filtering. Supported configurations vary by connector. See Feature availability. |
Start ingesting from Reddit Ads
The following steps provide an overview of the end-to-end Reddit Ads ingestion flow:
- Configure Reddit Ads for ingestion (Admins) — Set up Reddit Ads to authenticate with Azure Databricks.
- Create a Unity Catalog connection (Admins) — Create a connection in Catalog Explorer so non-admins can create pipelines.
- Create an ingestion pipeline (Admins or non-admins) — Select any supported interface and create a pipeline from an existing connection.