Active and connected transformation.
We can filter rows in a mapping with the Filter
transformation. We pass all the rows from a source transformation through the
Filter transformation, and then enter a Filter condition for the
transformation. All ports in a Filter transformation are input/output and only
rows that meet the condition pass through the Filter Transformation.
Example: to filter records where SAL>2000
- Import the
source table EMP in Shared folder. If it is already there, then don’t Import.
- In shared
folder, create the target table Filter_Example. Keep all fields as in EMP
table.
- Create the
necessary shortcuts in the folder.
Creating Mapping:
1.
Open folder where we want to create the
mapping.
2.
Click Tools -> Mapping Designer.
3.
Click Mapping -> Create -> Give mapping
name. Ex: m_filter_example
4.
Drag EMP from source in mapping.
5.
Click Transformation -> Create ->
Select Filter from list. Give name and click Create. Now click done.
6.
Pass ports from SQ_EMP to Filter
Transformation.
7.
Edit Filter Transformation. Go to Properties
Tab
8.
Click the Value section of the Filter
condition, and then click the Open button.
9.
The Expression Editor appears.
10.
Enter the filter condition you want to apply.
11. Click Validate to check the syntax of the conditions you
entered.
12.Click
OK -> Click Apply -> Click Ok.
13.Now
connect the ports from Filter to target table.
14.Click
Mapping -> Validate
15. Repository -> Save
Create Session and Workflow as described earlier. Run the
workflow and see the data in target table.
How to filter out rows with null values?
To filter out rows containing null values or spaces, use
the ISNULL and IS_SPACES Functions to test the value of the port. For example,
if we want to filter out rows that Contain NULLs in the FIRST_NAME port,
use the following condition:
IIF (ISNULL (FIRST_NAME), FALSE, TRUE)
This condition states that if the FIRST_NAME port is
NULL, the return value is FALSE and the row should be discarded. Otherwise, the
row passes through to the next Transformation.
Performance tuning:
Filter transformation is used to filter off unwanted
fields based on conditions we Specify.
1.
Use filter transformation as close to source
as possible so that unwanted data gets Eliminated sooner.
2.
If elimination of unwanted data can be done by
source qualifier instead of filter,Then eliminate them at Source Qualifier
itself.
3.
Use conditional filters and keep the filter
condition simple, involving TRUE/FALSE or 1/0
No comments:
Post a Comment