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ETL Validator Usecases:
Field Format Check
www.datagaps.com
ETL Validator
Comprehensive Testing
Automation
Extract. Load. Validate (Patented)
100% Test
Coverage
Repeatability Cost Reduction Faster Time to
Market
End to End Testing
ETL Validator
Key Benefits
Usecase :
Field Format Check
Create a test case:
Identify records from
Countries table where
• ‘Country ISO Code’ is
numeric
‘Country ISO Code’ is a text
data field
Start with creating a
new Data Rules Test
Plan
Usecase:
Name your test plan.
Select the Database
Connection.
Navigate to the next
screen.
Field Format Check
Usecase:
Expand the schema; in
this example, ‘public’.
Select and expand the
table ‘Countries’.
Select the field
‘country_iso_code’.
Click on ‘Add SQL Query
Rule’.
Field Format Check
Usecase:
Type in the SQL query:
select * from countries WHERE
country_iso_code ~ '^[0-9]{2}’
This query finds records with
numeric characters. [Note that sql
syntax varies as per your tool. Here it is
PostgreSQL.]
‘Run Query’ to see the results.
Name the query.
Save the query.
Field Format Check
Usecase:
‘Datatype Check’ rule
has been added.
For second usecase, we
will find invalid dates.
Select and expand the
table ‘Promotions’.
Select the field
‘promo_begin_date’.
Click on ‘Add SQL Query
Rule’.
Field Format Check
Usecase:
Type in the SQL query:
select * from promotions where
to_char(promo_begin_date,
'YYYY') > to_char
(current_timestamp, 'YYYY’)
This query finds records with
promotion date in future.
[Note that sql syntax varies as per your
tool. Here it is PostgreSQL.]
‘Run Query’ to see the
results.
Name the query.
Save the query.
Field Format Check
Usecase:
Navigate to Next screen.
In order to run test cases
of only the ‘Countries’&
‘Promotions’ table –
• Click on settings icon
• Unselect other tables.
Save the settings.
Field Format Check
Usecase:
Click on ‘Run’.
‘FAILED’ indicates that
there are records that
didn’t satisfy the rule.
The grid shows results
from first test case in the
list above.
Click on subsequent rows
to see those results.
Click on ‘View Report in
Browser’ to see same
results in web layout.
Field Format Check
Usecase:
Same info is displayed
in web layout.
The link can be shared
with others.
Click on the upward
arrow to see the
records
Field Format Check
More with ETL Validator….
• Data counts validation with allowed variance
• Check Data Quality using Data Rules Test Plan
• Advanced ETL Testing using a Component Test Case
• Avoiding inline views on your queries in ETL Validator
• Checking for Mandatory Fields
www.datagaps.com

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ETL Validator Usecase - checking for valid field and data format

  • 1. ETL Validator Usecases: Field Format Check www.datagaps.com
  • 3. 100% Test Coverage Repeatability Cost Reduction Faster Time to Market End to End Testing ETL Validator Key Benefits
  • 4. Usecase : Field Format Check Create a test case: Identify records from Countries table where • ‘Country ISO Code’ is numeric ‘Country ISO Code’ is a text data field Start with creating a new Data Rules Test Plan
  • 5. Usecase: Name your test plan. Select the Database Connection. Navigate to the next screen. Field Format Check
  • 6. Usecase: Expand the schema; in this example, ‘public’. Select and expand the table ‘Countries’. Select the field ‘country_iso_code’. Click on ‘Add SQL Query Rule’. Field Format Check
  • 7. Usecase: Type in the SQL query: select * from countries WHERE country_iso_code ~ '^[0-9]{2}’ This query finds records with numeric characters. [Note that sql syntax varies as per your tool. Here it is PostgreSQL.] ‘Run Query’ to see the results. Name the query. Save the query. Field Format Check
  • 8. Usecase: ‘Datatype Check’ rule has been added. For second usecase, we will find invalid dates. Select and expand the table ‘Promotions’. Select the field ‘promo_begin_date’. Click on ‘Add SQL Query Rule’. Field Format Check
  • 9. Usecase: Type in the SQL query: select * from promotions where to_char(promo_begin_date, 'YYYY') > to_char (current_timestamp, 'YYYY’) This query finds records with promotion date in future. [Note that sql syntax varies as per your tool. Here it is PostgreSQL.] ‘Run Query’ to see the results. Name the query. Save the query. Field Format Check
  • 10. Usecase: Navigate to Next screen. In order to run test cases of only the ‘Countries’& ‘Promotions’ table – • Click on settings icon • Unselect other tables. Save the settings. Field Format Check
  • 11. Usecase: Click on ‘Run’. ‘FAILED’ indicates that there are records that didn’t satisfy the rule. The grid shows results from first test case in the list above. Click on subsequent rows to see those results. Click on ‘View Report in Browser’ to see same results in web layout. Field Format Check
  • 12. Usecase: Same info is displayed in web layout. The link can be shared with others. Click on the upward arrow to see the records Field Format Check
  • 13. More with ETL Validator…. • Data counts validation with allowed variance • Check Data Quality using Data Rules Test Plan • Advanced ETL Testing using a Component Test Case • Avoiding inline views on your queries in ETL Validator • Checking for Mandatory Fields www.datagaps.com