# tDataQualityRules properties for Apache Spark Structured Streaming [Preview](https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/Introduction/feature-preview-program-overview.htm) These properties are used to configure tDataQualityRules running in the Spark Structured Streaming Job framework. The Spark Structured Streaming tDataQualityRules component belongs to the Data Quality family. This component is supported on Local Spark 3.5.x and Databricks/EMR with Spark 3.x. Information noteNote: This component does not support dynamic schema. Information noteImportant: Before you run this component, manually upload the semantic JAR to the cluster because it is too large for automatic upload. ## Basic settings | Properties | Description | | --- | --- | | Output schema and Edit schema | A schema is a row description that defines the number of fields (columns) to be
processed and passed on to the next component.

Click Sync
columns to retrieve the schema from the previous component connected in the
Job.

Select the Schema type:

Built-In: You create and store the schema locally for this component only.
Repository: You have already created the schema and stored it in the Repository. You can reuse it in various projects and Job designs.

Click Edit
schema to make changes to the schema. If the current schema is of the Repository type, three options are available:

View schema: choose this
option to view the schema only.

Change to built-in property:
choose this option to change the schema to Built-in for local changes.

Update repository connection:
choose this option to change the schema stored in the repository and decide whether
to propagate the changes to all the Jobs upon completion.

The supported types are: Boolean, Date, Double, Float, Integer, Long, Short,
and String. | | Application | Select the application from which you want to retrieve the data quality
rules. | | URL | Information noteImportant: You need the Rules - View
permission to retrieve the rules. For more information, see the [predefined user roles](https://help.qlik.com/talend/r/en-US/Cloud/management-console-user-guide/tmc-predefined-roles) for the
app you are using.

Enter the URL of the selected app. When the URL
does not match the selected app, the Job may fail. The following URLs are
supported:

Talend Cloud Data Stewardship, or the hybrid version of Talend Data Stewardship 8.0 R2022-07 and greater:

https://tds.<env>.cloud.talend.com/rulerepository/api/v1https://tds.<env>.cloud.talend.com/rulerepository/api/v1/https://tds.<env>.cloud.talend.com/rulerepositoryhttps://tds.<env>.cloud.talend.com/rulerepository/https://tds.<env>.cloud.talend.com (Only for Talend Cloud Data Stewardship)https://tds.<env>.cloud.talend.com/ (Only for Talend Cloud Data Stewardship)

When you use the hybrid version, you can use a URL with the IP address or the hostname:

https://ip:19999/rulerepository/api/v1https://ip:19999/rulerepository/api/v1/https://ip:19999/rulerepositoryhttps://ip:19999/rulerepository/https://hostname:19999/rulerepository/api/v1https://hostname:19999/rulerepository/api/v1/         https://hostname:19999/rulerepositoryhttps://hostname:19999/rulerepository/

Talend Cloud Data Inventory, from Talend Studio 8.0 R2023-06:

https://tdc.<env>.cloud.talend.com/rulerepository/api/v1https://tdc.<env>.cloud.talend.com/rulerepository/api/v1/https://tdc.<env>.cloud.talend.com/rulerepositoryhttps://tdc.<env>.cloud.talend.com/rulerepository/https://tdc.<env>.cloud.talend.comhttps://tdc.<env>.cloud.talend.com/

where <env> part is the name of your Cloud region. See [Accessing Talend Cloud applications](https://help.qlik.com/talend/en-US/installation-guide-windows/Cloud/talend-cloud-application-url). | | Token | Enter your personal access token. To generate one, see [https://help.talend.com/r/en-US/Cloud/management-console-user-guide/cloud-access-token](https://help.qlik.com/talend/r/en-US/Cloud/management-console-user-guide/cloud-access-token). | | DQ rule library timestamp | After you enter the URL and token, click Refresh.

If the URL and token are correct, the data quality rules are retrieved into
Talend Studio:
yyyy-MM-dd hh:mm:ss (library\_number).

When you click Refresh, a
JAR file containing the rule definition is
created
in:

```
studio-path\configuration\.m2\repository\org\talend\libraries\rule-number
```

When you update the data quality rules in the Cloud or hybrid application,
click Refresh to retrieve the latest version. | | Configure DQ rules | Associate the variables of the rule with the input data.

The rules are retrieved from the library:

DQ Rule: Select the rule.
Rule variable: The variables of the rule are automatically retrieved.
Input column: Select the column that contains the values that must replace the variable.

If no rules or input columns are available, verify that:

Data quality rules have been retrieved in DQ rule library timestamp.
The input schema is correct.

You can associate the data types from Talend Studio with some data types from the apps. See [Associating data types](https://help.qlik.com/talend/en-US/components/8.0/validation/tdqrules#associating-data-types) below. | ## Associating data types The following table describes the data types you can associate. | Rule variable from the app\* | Input column (from Talend Studio) | | --- | --- | | Number | Double, Float, Integer, Long, Short, and String | | Boolean | Boolean | | Text | String | | Date | Date | | \* You can enter the URL of:

Talend Cloud Data Stewardship.
The hybrid version of Talend Data Stewardship 8.0 R2022-07 and greater.
Talend Cloud Data Inventory, from Talend Studio 8.0 R2023-06.

| | ## Advanced settings | Properties | Description | | --- | --- | | tStatCatcher statistics | Select this checkbox to gather the Job processing metadata at the Job level
as well as at each component level. |