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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 62.1. 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 62, Data Quality next.