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Table of Contents

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  1. Preface
  2. Transformations
  3. Source transformation
  4. Target transformation
  5. Aggregator transformation
  6. Expression transformation
  7. Filter transformation
  8. Input transformation
  9. Joiner transformation
  10. Lookup transformation
  11. Mapplet transformation
  12. Normalizer transformation
  13. Output transformation
  14. Rank transformation
  15. Router transformation
  16. Sequence transformation
  17. Sorter transformation
  18. SQL transformation
  19. Union transformation

Transformations

Transformations

Group by fields

Group by fields

Use group by fields to define how to group data for aggregate expressions. Configure group by fields on the
Group By
tab of the
Properties
panel.
To define a group for the aggregate expression, select the appropriate input, input/output, and output fields in the Aggregator transformation. You can select multiple group by fields to create a new group for each unique combination.
Data Integration
then performs the defined aggregation for each group.
When you group values,
Data Integration
produces one row for each group. If you do not group values,
Data Integration
returns one row for all input rows.
When you select multiple group by fields in the Aggregator transformation,
Data Integration
uses field order to determine the order by which it groups. The group order can affect the results. Order the group by fields to ensure the appropriate grouping. You can change the field order after you select the fields in the group.
For example, you create aggregate fields called TOTAL_QTY and TOTAL_PRICE to store the total quantity and total price for each item by store. You define the following expressions for each field:
  • TOTAL_QTY:
    SUM (QTY)
  • TOTAL_PRICE:
    SUM (QTY*PRICE)
You define STORE_ID and ITEM as the group by fields.
The input rows contain the following data:
STORE_ID
ITEM
QTY
PRICE
101
'battery'
3
2.99
101
'battery'
1
3.19
101
'battery'
2
2.59
101
'AAA'
2
2.45
201
'battery'
1
1.99
201
'battery'
4
1.59
301
'battery'
1
2.45
Data Integration
performs the aggregate calculations on the following unique groups:
STORE_ID
ITEM
101
'battery'
101
'AAA'
201
'battery'
301
'battery'
Data Integration
returns the store ID, item name, total quantity for each item by store, and total price for each item by store:
STORE_ID
ITEM
TOTAL_QTY
TOTAL_PRICE
101
'AAA'
2
4.90
101
'battery'
6
17.34
201
'battery'
5
8.35
301
'battery'
1
2.45

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