Showing posts with label Adaptive Model Learning. Show all posts
Showing posts with label Adaptive Model Learning. Show all posts

Monday, November 23, 2020

Moving PEGA Adaptive Model learning between environments

There might be a use case, we may need to copy/move the ADM learning from PRODUCTION environment to other lower environments to simulate the results OR Reproduce Some scenarios referring to ADM learning from Production environment.

The following steps should be sufficient to import learning to a target system even if that system has previously had ADM models itself. However, they assume that you want to completely replace any ADM data on that target system with data from the source system, not merge the two. It is also assumed that your Cassandra cluster is not set up for Active/Active, across multiple datacenters.

In the source system

1. Export the pyADMFactory dataset from the source System.

In the Target system

1.     Ensure the adaptive rules are present.

2.     Decommission all ADM nodes.

3.     Navigate to the pyADMFactory dataset and run truncate operation.

4.     If the target system has any model reporting data in the following tables, these should also be manually truncated to prevent misleading reports.

a.     pr_data_dm_admmart_mdl_fact

b.    pr_data_dm_admmart_pred_fact

c.     pr_data_dm_admmart_pred (this may not exist depending on the version of Pega)

5.     Connect to Cassandra on one of the DSS nodes

a.     Remove the ADM model’s response lifecycle event data

drop keyspace adm_commit_log.

b.    Remove the rest of the ADM Data

drop keyspace_null_adm and/or drop keyspace adm - which ever present

6.     Navigate to the pyADMFactory data set and run the import data using the data exported from the source system.

7.     Decommission ADM nodes (the first node to start will create scoring models from the imported factory data).w

8.     When the ADM nodes have status NORMAL, check the Adaptive Model Management landing page. Model data should now reflect what was imported

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