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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, see org.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, see org.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.'

  1. Log in to the management console of ESB profile of WSO2 EI using the following URL on your browser:  "https://localhost:9443/carbon/".
  2. Click Create under the Data Service menu to open the Create Data Service window.
  3. Enter the following data service name.

    Data Service NameCustomTabularDataService
  4. Leave the default values for the other fields.

Connecting to the datasource

  1. Click Add New Datasource, and enter the following details: 

    Datasource IDCustomTabular
    Datasource TypeCustom Datasource
    Custom Datasource ClassEnter the following interface: org.wso2.carbon.dataservices.core.custom.datasource.InMemoryDataSource.
  2. Click Add New Property to enter properties that will identify the data in the datasource.

    PropertyValue
    inmemory_datasource_schema
    {Users:[ID,Name]}
    inmemory_datasource_records
    {Users:[["1","Will Smith"],["2","Denzel Washington"]]
  3. Save the datasource. 
  4. Click Next to go to the Queries screen.

Creating a query to GET data

  1. Click Add New Query to start defining a query. We will write a query to find and display all users in the datasource.

    Query IDgetAllUsers
    DatasourceCustomTabular
    SQL
    SELECT ID,Name FROM Users
  2. Now let's specify output mappings for the data. We will create output mappings for the following data:  ID and Name
    1. Start by giving the following information:

      Output typeYou 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 elementEnter Users. This will be the XML element that will group the query result.
      Row NameEnter User. This is the XML element that should group each individual result.
    2. Click Add New Output Mapping to start creating the output mapping for the ID field.
    3. Add another output mapping for the Name column.
    4. You will now have the following output mappings listed for the getAllUsers query:
    5. Click Main Configuration to return to the Query screen.
  3. 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.

  1. Click Add New Operation and enter the following information.

    Operation NameGetAllUsersOp
    Query IDgetAllUsers
  2. 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.

  1. Click Add New Resource and enter the following information.

    Resource PathUsers
    Resource MethodGET
    Query IDgetAllUsers
  2. 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. 

  1. Go to the Deployed Services screen.
  2. Click the Try this service link for the CustomTabular data service. The TryIt Tool will open with the data service.
  3. Select the getAllUsersOp operation.
  4. 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.

  1. Log in to the management console of ESB profile of WSO2 EI using the following URL on your browser:  "https://localhost:9443/carbon/".
  2. Click Create under the Data Service menu to open the Create Data Service window.
  3. Enter the following data service name.

    Data Service NameCustomQueryDataService
  4. Leave the default values for the other fields.
  5. Click Next to go to the Datasources screen.

Connecting to the datasource

  1. Click Add New Datasource, and enter the values shown below.

    Datasource IDCustomQuery
    Datasource TypeCustom Datasource
    Custom Query Data SourceSelect this check box.
    Custom Datasource ClassEnter the following interface: org.wso2.carbon.dataservices.core.custom.datasource.EchoDataSource.
  2. Click Add New Property to enter properties that will identify the data in the datasource.

    PropertyValue
    prop1
    prop_value1
    prop2
    prop_value2
    <property name="prop1">prop_value1</property>
    <property name="prop2">prop_value2</property>
  3. Save the datasource. 
  4. Click Next to go to the Queries screen.

Creating a query to GET data

  1. Click Add New Query to open the Add New Query screen and enter the following details.

    Query IDgetValues
    DatasourceCustomQuery
    Expression
    column1,column2;R1C1 :param1,R1C2 :param2;R2C1 :param1,R2C2 :param2
  2. 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
    1. Click Add New Input Mapping to open the respective screen. Define a mapping for column 1.
    2. Add another input mapping for column 2. You will now have two input mappings for the two columns as shown below.
  3. 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. 
    1. Start by entering the following values:

      Output typeYou 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 elementEnter Rows. This will be the XML element that will group the query result.
      Row NameEnter Row. This is the XML element that should group each individual result.
    2. Click Add New Output Mapping to start creating the output mapping for column. Enter a mappings for C1 and C1.
    3. Click Add to save the output mapping. You will now have one output mapping listed for the Q1 query.
    4. Create output mappings for the remaining columns given below.

    5. Click Main Configuration to return to the Query screen.
  4. 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.

  1. Click Add New Operation and enter the following information.

    Operation NameGetValuesOp
    Query IDgetValues
  2. 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.

  1. Click Add New Resource and enter the following information.

    Resource PathValues/{column1}
    Resource MethodGET
    Query IDgetValues
  2. 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. 

  1. Go to the Deployed Services screen.
  2. Click the Try this service link for the CustomQueryDataService data service. The TryIt Tool will open with the data service.
  3. Select the getValuesOp operation.
  4. 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
  5. 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.

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