Train model

Train MDM model on your data.

Create a client

First you need to have a client for Aidbox mdm Python integration

PUT /Client/mdm-client

secret: secret
grant_types:
  - basic

Create an access policy

Create an acccess policy which allows the client to execute raw SQL queries

PUT /AccessPolicy/mdm-policy

engine: allow
link:
  - id: mdm-client
    resourceType: Client

Prepare Python

Install Python 3, pip, and poetry.

Follow MDM Python integration readme to launch Jupyter Notebook.

Train model

Follow MDM Python integration tutorial to learn how to train an MDM model

Export model

The last step in the tutorial is the following cell

linker.save_zen_model_edn('model.edn')

This will create a file with model symbol. You will need it to set up MDM module in Aidbox

References

Zen symbols

• aidbox.mdm/model
• aidbox.mdm/splinkengine