Data connector summary
Tonic provides the following data connectors:
Connector | Type | Supported versions | Tonic limitations and differences |
|---|---|---|---|
Spark | Recommend EMR-6.1.0 or EMR-6.2.0 with Spark 3.0.0 or Spark 3.0.1. Any version that works with Spark 2.4.x (but not 2.4.2) or Spark 3.x should work. | Professional and Enterprise licenses only.
Not available on Tonic Cloud.
No support for data science mode. No support for workspace inheritance. Limited logging information on the Job History view. Limited to De-Identify and Truncate table modes. Some generators not supported. No subsetting. No upsert. | |
Data warehouse | | Professional and Enterprise licenses only.
Not available on Tonic Cloud.
No support for data science mode. Incremental and Scale table modes not supported.
Some generators not supported. No subsetting. | |
Spark | Tested on Databricks v7.4, 9.1, and 10.4. Any version that works with Spark 2.4.x (but not 2.4.2), Spark 3.0.x, or Spark 3.1.x should work. | Professional and Enterprise licenses only.
Not available on Tonic Cloud.
No support for data science mode. No support for workspace inheritance. Limited to De-Identify and Truncate table modes. Some generators not supported. No subsetting. | |
File connector | Can select .csv, .tsv, .json, and .xml files from either Amazon S3, Google Cloud Storage, or a local file system.
Can also select .txt or .gzip files that contain CSV, XML, or JSON content. | Professional and Enterprise licenses only. No workspace inheritance. No subsetting.
No upsert. | |
Data warehouse However, within Tonic it functions more like an application database. Tonic uses the REST API or Storage API to interact with the data. | | Professional and Enterprise licenses only. Preserve Destination and Incremental table modes not supported.
Cross-Table Sum generator not supported.
No subsetting. | |
Application database | 3.6 and above
Also supports Amazon DocumentDB | Professional and Enterprise licenses only.
No support for data science mode. On the Tonic UI, the term "table" is generally replaced with "collection". Database View and Table View are replaced with Collection View. Limited to De-Identify, Truncate, and Preserve Destination modes for collections. Some generators not supported.
No upsert. No post-job scripts.
No workspace inheritance. | |
Application database | 5.6, 5.7, and 8.0
Also supports
| | |
Application database | | Enterprise licenses only. Incremental table mode not supported. | |
Application database | 9.6 and above
Also supports Amazon Aurora | | |
Data warehouse | | Professional and Enterprise licenses only.
Not available on Tonic Cloud. Some generators not supported.
Scale and Incremental table modes not supported. | |
Data warehouse | | Professional and Enterprise licenses only.
Not available on Tonic Cloud.
Some generators are not supported.
Scale and Incremental table modes are not supported.
No subsetting.
No upsert. | |
Spark | | Professional and Enterprise licenses only.
Not available on Tonic Cloud.
No support for data science mode. No support for workspace inheritance. Limited to De-Identify and Truncate table modes. Some generators not supported. No subsetting.
No upsert. | |
Spark | | Professional and Enterprise licenses only.
Not available on Tonic Cloud.
No support for data science mode. No support for workspace inheritance. Limited to De-Identify and Truncate table modes. Some generators not supported. No subsetting. | |
Application database | Also supports Azure SQL | Professional and Enterprise licenses only. |