Common Properties of Data Quality
The Data Quality is a group of components performing various tasks related to quality of your data - determining information about the data, finding and fixing problems, etc. These components have no common properties as they perform a wide range of tasks.
The ProfilerProbe and Validator components are a part of the CloverDX Data Quality package.
Below is an overview of all Data Quality components:
Table 61.1. Data Quality Comparison
Component | Same input metadata | Sorted inputs | Inputs | Outputs | Each to all outputs[1] | Java | CTL | Auto-propagated metadata |
---|---|---|---|---|---|---|---|---|
EmailFilter | - | 1 | 0-2 | |||||
ProfilerProbe | - | 1 | 1-n | |||||
Validator | - | 1 | 1-2 | |||||
[1] The component sends each data record to all connected output ports. |
See Chapter 61, Data Quality next.