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This page contains reference material for the Salesforce ingestion connector in Databricks Lakeflow Connect.
Automatic data transformations
Databricks transforms Salesforce data types to Delta-compatible data types as follows:
| Salesforce Type | Delta Type |
|---|---|
| Auto Number | String |
| Checkbox | Boolean |
| Currency | DecimalType(18,2) |
| Date | DateType |
| Time | String |
| DateTime | Timestamp |
| String | |
| ID | String |
| Lookup Relationship | String |
| Multi-Select Picklist | String (For a currency picklist with the values "USD" and "Euro," the column includes the values "USD" and "Euro." ) |
| Number | Decimal |
| Percent | Double |
| Phone | String |
| Picklist | String |
| Text | String |
| Text Area | String |
| Text Area (Long) | String |
| Text Area (Rich) | String |
| Text (Encrypted) | String |
| URL | String |
| * Site.DailyBandwidthUsed (Int) | Float |
| * Site.DailyRequestTimeUsed (Int) | Float |
* The Salesforce API returns Site.DailyBandwidthUsed and Site.DailyRequestTimeUsed as float instead of int.