5.6.6 Data Movement

The Customer Risk Scoring use case make use of time series data and time series length can go up to six months to one year. When model is freshly deployed to production, given production may not have enough history of time series data; hence data movement from sandbox to production is required.

Note:

• You must drop the partition before re-deployment for the particular model group.
• To drop a partition, run the following SQL commands:

  ALTER TABLE AIF_NON_BEHAVIORAL_DATA_PROD DROP
  PARTITION <MODEL_GROUP_NAME>;
  ALTER TABLE AIF_BEHAVIORAL_DATA_PROD DROP PARTITION
  <MODEL_GROUP_NAME>;

• Import/Export utility is available under the folder

  $<Compliance_Studio_HOME>/deployed/ml4aml/
  datamovement