Exposing a Custom Datasource as a Data Service
See the topics given below to expose a custom datasource as a data service. Also, see the samples in Data Integration Samples.
About custom datasources
Custom datasources allow you to interface data services with your own datasource implementation. There are two options for writing a custom datasource, and these two options cover most of the common business use cases as follows:
- Custom tabular datasources: Used to represent data in tables, where a set of named tables contain data rows that can be queried later. A tabular datasource is typically associated with an SQL data services query. This is done by internally using our own SQL parser to execute SQL against the custom datasource. You can use the
org.wso2.carbon.dataservices.core.custom.datasource.TabularDataBasedDS
interface to implement tabular datasources. For a sample implementation of a tabular custom datasource, seeorg.wso2.carbon.dataservices.core.custom.datasource.InMemoryDataSource
. Also, this is supported in Carbon datasources with the following datasource reader implementation:org.wso2.carbon.dataservices.core.custom.datasource.CustomTabularDataSourceReader
. - Custom query datasources: Used when the datasource has some form of query expression support. Custom query datasources are implemented using the
org.wso2.carbon.dataservices.core.custom.datasource.CustomQueryBasedDS
interface. You can create any non-tabular datasource using the query-based approach. Even if the target datasource does not have a query expression format, you can create your own. For example, you can support any NoSQL type datasource this way. For a sample implementation of a query-based custom datasource, seeorg.wso2.carbon.dataservices.core.custom.datasource.EchoDataSource
. This is supported in Carbon datasources with the following datasource reader implementation:org.wso2.carbon.dataservices.core.custom.datasource.CustomQueryDataSourceReader
.
In the init
methods of all custom datasources, user-supplied properties are parsed to initialize the datasource accordingly. Also, a property named __DATASOURCE_ID__
, which contains a UUID to uniquely identify the current datasource, is passed.Custom datasource authors use this to identify the datasources accordingly. For example, scenarios like datasource instances communicating within a server cluster for data synchronisation.
Find the custom connectors used from the github project located at https://github.com/wso2/wso2-dss-connectors.
Adding a custom tabular datasource to the data service
Follow the steps given below to create a custom tabular datasource.'
- Log in to the management console of ESB profile of WSO2 EI using the following URL on your browser: "https://localhost:9443/carbon/".
- Click Create under the Data Service menu to open the Create Data Service window.
Enter the following data service name.
Data Service Name CustomTabularDataService - Leave the default values for the other fields.
Connecting to the datasource
Click Add New Datasource, and enter the following details:
Datasource ID CustomTabular Datasource Type Custom Datasource Custom Datasource Class Enter the following interface: org.wso2.carbon.dataservices.core.custom.datasource.InMemoryDataSource
.Click Add New Property to enter properties that will identify the data in the datasource.
Property Value inmemory_datasource_schema
{Users:[ID,Name]}
inmemory_datasource_records
{Users:[["1","Will Smith"],["2","Denzel Washington"]] - Save the datasource.
- Click Next to go to the Queries screen.
Creating a query to GET data
Click Add New Query to start defining a query. We will write a query to find and display all users in the datasource.
Query ID getAllUsers Datasource CustomTabular SQL SELECT ID,Name FROM Users
- Now let's specify output mappings for the data. We will create output mappings for the following data: ID and Name.
Start by giving the following information:
Output type You can select XML, JSON or RDF. We will use XMLfor this tutorial. This specifies the format in which the query results should be presented. Grouped by element Enter Users. This will be the XML element that will group the query result. Row Name Enter User. This is the XML element that should group each individual result. - Click Add New Output Mapping to start creating the output mapping for the ID field.
- Add another output mapping for the Name column.
- You will now have the following output mappings listed for the getAllUsers query:
- Click Main Configuration to return to the Query screen.
- Click Next to go to the Operations screen.
Creating a SOAP operation to invoke the query
To invoke the query, you need to define an operation.
Click Add New Operation and enter the following information.
Operation Name GetAllUsersOp Query ID getAllUsers - Save the operation.
Creating a REST resource to invoke the query
Now, let's create REST resources to invoke the query created above. Alternatively, you can create SOAP operations to invoke the queries. See the previous section for instructions.
Click Add New Resource and enter the following information.
Resource Path Users Resource Method GET Query ID getAllUsers - Save the resource.
You can now invoke the data service query using REST.
Finish creating the data service
Once you have defined the operation, click Finish to complete the data service creation process. You will now be taken to the Deployed Services screen, which shows all the data services deployed on the server.
Invoking the custom tabular data service using SOAP
You can try the data service you created by using the TryIt tool that is in your product by default.
- Go to the Deployed Services screen.
- Click the Try this service link for the CustomTabular data service. The TryIt Tool will open with the data service.
- Select the getAllUsersOp operation.
Click Send to see the result:
<Users xmlns="http://ws.wso2.org/dataservice"> <User> <ID>1</ID> <Name>Will Smith</Name> </User> <User> <ID>2</ID> <Name>Denzel Washington</Name> </User> </Users>
Invoking the custom tabular data service using REST
You can send an HTTP GET request to invoke the data service using cURL as shown below.
curl -X GET http://localhost:8280/services/CustomTabularDataService.HTTPEndpoint/Users
This will return the response in XML.
Adding a custom query datasource to the data service
Follow the steps given below to create a custom query datasource.
- Log in to the management console of ESB profile of WSO2 EI using the following URL on your browser: "https://localhost:9443/carbon/".
- Click Create under the Data Service menu to open the Create Data Service window.
Enter the following data service name.
Data Service Name CustomQueryDataService - Leave the default values for the other fields.
- Click Next to go to the Datasources screen.
Connecting to the datasource
Click Add New Datasource, and enter the values shown below.
Datasource ID CustomQuery Datasource Type Custom Datasource Custom Query Data Source Select this check box. Custom Datasource Class Enter the following interface: org.wso2.carbon.dataservices.core.custom.datasource.EchoDataSource
.Click Add New Property to enter properties that will identify the data in the datasource.
Property Value prop1
prop_value1
prop2
prop_value2
<property name="prop1">prop_value1</property> <property name="prop2">prop_value2</property>
- Save the datasource.
- Click Next to go to the Queries screen.
Creating a query to GET data
Click Add New Query to open the Add New Query screen and enter the following details.
Query ID getValues Datasource CustomQuery Expression column1,column2;R1C1 :param1,R1C2 :param2;R2C1 :param1,R2C2 :param2
- Now let's specify input mappings to enter data. We will create input mappings for the fields given in the expression above: Column1 and Column2
- Click Add New Input Mapping to open the respective screen. Define a mapping for column 1.
- Add another input mapping for column 2. You will now have two input mappings for the two columns as shown below.
- Now let's specify output mappings, which will determine how the result from your query will be presented when the query is invoked. The sample datasource we are using contains the following columns: Column 1 and Column 2. We will create an output mapping for each of these columns.
Start by entering the following values:
Output type You can select XML, JSON or RDF. We will use XMLfor this tutorial. This specifies the format in which the query results should be presented. Grouped by element Enter Rows. This will be the XML element that will group the query result. Row Name Enter Row. This is the XML element that should group each individual result. - Click Add New Output Mapping to start creating the output mapping for column. Enter a mappings for C1 and C1.
- Click Add to save the output mapping. You will now have one output mapping listed for the Q1 query.
Create output mappings for the remaining columns given below.
- Click Main Configuration to return to the Query screen.
- Click Next to go to the Operations screen.
Creating a SOAP operation to invoke the query
To invoke the query, you need to define an operation.
Click Add New Operation and enter the following information.
Operation Name GetValuesOp Query ID getValues - Save the operation.
You can now invoke the data service query using SOAP.
Creating a REST resource to invoke the query
Now, let's create REST resources to invoke the query created above. Alternatively, you can create SOAP operations to invoke the queries. See the previous section for instructions.
Click Add New Resource and enter the following information.
Resource Path Values/{column1} Resource Method GET Query ID getValues - Save the resource.
Finish creating the data service
Once you have defined the operation, click Finish to complete the data service creation process. You will now be taken to the Deployed Services screen, which shows all the data services deployed on the server.
Invoking the custom query data service using SOAP
You can try the data service you created by using the TryIt tool that is in your product by default.
- Go to the Deployed Services screen.
- Click the Try this service link for the CustomQueryDataService data service. The TryIt Tool will open with the data service.
- Select the getValuesOp operation.
Enter any values for the input parameters as shown below.
<!--Exactly 1 occurrence--> <xs:column1 xmlns:xs="http://ws.wso2.org/dataservice">1</xs:column1> <!--Exactly 1 occurrence--> <xs:column2 xmlns:xs="http://ws.wso2.org/dataservice">2</xs:column2
Click Send to see the result:
<Rows xmlns="http://ws.wso2.org/dataservice"> <Row> <C1>R1C1 :param1</C1> <C2>R1C2 :param2</C2> </Row> <Row> <C1>R2C1 :param1</C1> <C2>R2C2 :param2</C2> </Row> </Rows>
Invoking your custom query data service using REST
You can send an HTTP GET request to invoke the data service using cURL as shown below.
curl -X GET http://localhost:8280/services/CustomQueryDataService.HTTPEndpoint/values/1
This will return the response in XML.