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Tutorial Scenario Resolution - Part 6: Data Quality

In this part, we will focus on the creation of the DQ test

Source

crm_extract

Concept

customer

Responsible

dFakto IT manager (source: owner)

Quality level

Level 1

Criticality

Warning

Resolution

Fill in the location of the customer in the CRM plateform

Test

if

sh_customer_info.location is not null then 1

Else 0

In order to execute this test,

  1. Create a data quality test

  2. Execute on States

  3. Explore Results in the database


Resolution

  1. Create a data quality test

    1. Define Data Quality Source

    2. Create a snapshot

    3. Descriptive information

    4. Specify DQ test

  2. In the “im” container of your database explorer, you will find 3 views related to this dq control

    1. dim_dq_id: giving descriptive information of the dq control

    2. dim_dq_objects: the table on which the dq test will be performed

    3. fact_dq_results: retrieving results from the test



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