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RapidMiner からMongoDB Data にデータ連携

RapidMiner Studio の標準コンポーネントおよびデータソース設定ウィザードでMongoDB data を連携します。

この記事では、CData JDBC driver for MongoDB をRapidMiner のプロセスに簡単に統合する方法を説明します。ここでは、MongoDB にCData JDBC ドライバーを使用して、MongoDB data をRapidMiner のプロセスに転送します。

JDBC データソースとしてRapidMiner のMongoDB に接続

You can follow the procedure below to establish a JDBC connection to MongoDB:

  1. Add a new database driver for MongoDB:Click Connections -> Manage Database Drivers.
  2. In the resulting wizard, click the Add button and enter a name for the connection.
  3. Enter the prefix for the JDBC URL: jdbc:mongodb:
  4. Enter the path to the cdata.jdbc.mongodb.jar file, located in the lib subfolder of the installation directory.
  5. Enter the driver class: cdata.jdbc.mongodb.MongoDBDriver
  6. Create a new MongoDB connection:Click Connections -> Manage Database Connections.
  7. Enter a name for your connection.
  8. For Database System, select the MongoDB driver you configured previously.
  9. Enter your connection string in the Host box.

    Set the Server, Database, User, and Password connection properties to connect to MongoDB. To access MongoDB collections as tables you can use automatic schema discovery or write your own schema definitions. Schemas are defined in .rsd files, which have a simple format. You can also execute free-form queries that are not tied to the schema.

    ビルトイン接続文字列デザイナー

    For assistance in constructing the JDBC URL, use the connection string designer built into the MongoDB JDBC Driver.Either double-click the JAR file or execute the jar file from the command-line.

    java -jar cdata.jdbc.mongodb.jar

    Fill in the connection properties and copy the connection string to the clipboard.

    A typical connection string is below:

    Server=MyServer;Port=27017;Database=test;User=test;Password=Password;
  10. Enter your username and password if necessary.

You can now use your MongoDB connection with the various RapidMiner operators in your process.To retrieve MongoDB data, drag the Retrieve operator from the Operators view. With the Retrieve operator selected, you can then define which table to retrieve in the Parameters view by clicking the folder icon next to the "repository entry."In the resulting Repository Browser, you can expand your connection node to select the desired example set.

Finally, wire the output to the Retrieve process to a result, and run the process to see the MongoDB data.

 
 
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