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standard_billing_validation

Purpose​

The purpose of the rule is to ensure that there is some good status data(has status = measured or estimated) for billing determinants calculation. The rule cancels the flow in case all data is missing or there is at least one datapoint without good status.

Detailed description​

  1. Check if any channel in the billing request, defined in the flow properties, is fully missing
  2. if yes, cancel the flow (FlowCancelException).
  3. Get all status columns from self.dataframe .
  4. Loop through each column and check
  5. if all rows = measured or estimated, continue to the next column.
  6. if at least one row ≠ measured or estimated, cancel the flow (FlowCancelException).

Common use cases​

The rule is used in billing or other flows to be sure that the data to be processed is with a good status (measured or estimated).