Tamr also offers the hands-on Tutorial: Continuous Mastering for using the Tamr Python client to keep a mastering project up-to-date.

Note: You can also use the Tamr Toolbox to automate the running of Tamr jobs and common user tasks. Tamr Toolbox is a python library created to provide a simple interface for common interactions with Tamr and common data workflows that include Tamr. See the Tamr Toolbox documentation.

Batch Operation of a Mastering Project

Run Tamr in batch mode from dataset truncate and load, through mastering and export. See the Tamr Toolbox for an example of running the mastering in python.

Continuous Operation of a Mastering Project

Run Tamr in continuous mode from dataset upsert, through mastering and export. See the Tamr Toolbox for an example of running the mastering in python.

Bulk Matching External Records

Automate the bulk matching of hundreds of thousands of incoming or external records to existing records or clusters in a Mastering project without committing them to Tamr.

Low-Latency Matching External Records

Automate the low-latency (sub-second) matching of tens to hundreds of incoming or external records to existing records or clusters in a Mastering project without committing them to Tamr.

Exporting and Importing a Mastering Model

Export and import a Mastering model from one instance of Tamr to another.