Problem for considering to Ideation : Currently, we have an demand to tokenize the restricted columns from the source tables integrating with the third party tool i.e Hashicorp. Its extremely important to meet the security standards using this approach where sensitive PCI DSS and PII columns should be tokenized using an centralised service platform (Advanced data protection) from Hashicorp.
Few points to be considered for an solution :
1. Qlik Replicate (Full load) - Should have an capability to integrate with the tokenization service in this case its Hashicorp integration in terms of batches (i.e configurable number of messages /chunks say example 10,000 account no's) generated as batch input json to invoke Hashicorp API's and process the returned tokenized json batch response and flatten it to relational individual records to load into target.
2. The tokenization should be invoked only for the identified source columns.
3. The above mentioned details in point 1 should support for change processing as well.