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- Create lookup pipes
- Enrich a data set using a lookup pipe
Copy data from merge
First, you will create a new stream to copy over all data from your merge:
- Hover over the stream
Customer All Details
, and press - Add a new Stream - Call this stream:
Customer Details with Region
- Copy all attributes into your new stream:
- Hover over Customer All Details and in the hover menu press - Show Stream Attributes
- Select all attributes in the list:
- Select the top attribute
- Keep shift pressed down and select the bottom attribute in the list
- Drag the attributes on top of the stream
Customer Details with Region
- Run your new stream and look at the data in it to verify that you have copied data from the merge stream
Remember to save your model layout
Here you have copied data from a merge Stream into a new stream – but this method works for any type of input stream. Copying data into a new stream is a common starting point for a modelling step.
Create a lookup into reference data
Now you will add a lookup pipe from Regions by County
to enrich the data in Customer Details with Region
, by finding the region for each customer address:
- Hover over
RegionsByCounty
and press - Add a new Connector - Move the pointer over the top of
Customer Details with Region
and select – this will attach the end of the pipe to the selected stream - In the pipe details form that pops up:
- Enter the Name:
region
- Type: Look-up
- Data To Read: leave as the default – Latest
- In the Order/Index section we will set up the fields to match across the two data sets:
- Press - Show Source and Target Attributes
- Drag the attribute
County
from the left hand list (the input attributes from the streamRegionsByCounty
) into the list of Order/Index attributes - Drag the attribute
County
from the right hand list (the output attributes from the streamCustomer Details with Region
) on top of the Order/Index attributeCounty
- You should see the Index Expression of the Order/Index attribute update to
_out.County
- This means that the lookup will match records in the reference data (
RegionsByCounty
) whereCounty = County
in the output data (Customer Details with Region
)
- You should see the Index Expression of the Order/Index attribute update to
- Press
- Note that the pipe linking
RegionsByCounty
toCustomer Details with Region
is dashed; this indicates that this is a lookup pipe - When adding lookup pipes remember that the arrow points in the direction that the data flows; here you are getting data from
RegionsByCounty
to add toCustomer Details with Region
- Enter the Name:
Enrich a data set using a Lookup Pipe
Now you can add the region – from RegionsByCounty
– to Customer Details with Region
:
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