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PolyBase で外部データソースとしてREST を連携利用

CData ODBC Driver for REST とSQL Server 2019 のPolyBase を使って、リアルタイムREST data に外部データソースとしてアクセス。

SQL Server のPolyBase は、データベーステーブルをクエリするTransact-SQL シンタックスを使って、外部データにクエリする仕組みです。 CData ODBC Drivers for REST data を組み合わせて使うことで、SQL Server データと同じようにREST data へのアクセスが可能です。 本記事では、PolyBase 外部データソースへのREST data の設定から、T-SQL クエリを使ったREST data へのアクセスを行います。

The CData ODBC drivers offer unmatched performance for interacting with live REST data using PolyBase due to optimized data processing built into the driver. When you issue complex SQL queries from SQL Server to REST, the driver pushes down supported SQL operations, like filters and aggregations, directly to REST and utilizes the embedded SQL engine to process unsupported operations (often SQL functions and JOIN operations) client-side. And with PolyBase, you can also join SQL Server data with REST data, using a single query to pull data from distributed sources.

REST への接続

If you have not already, first specify connection properties in an ODBC DSN (data source name). This is the last step of the driver installation. You can use the Microsoft ODBC Data Source Administrator to create and configure ODBC DSNs. To create an external data source in SQL Server using PolyBase, configure a System DSN (CData REST Sys is created automatically).

See the Getting Started chapter in the data provider documentation to authenticate to your data source: The data provider models REST APIs as bidirectional database tables and XML/JSON files as read-only views (local files, files stored on popular cloud services, and FTP servers). The major authentication schemes are supported, including HTTP Basic, Digest, NTLM, OAuth, and FTP. See the Getting Started chapter in the data provider documentation for authentication guides.

After setting the URI and providing any authentication values, set Format to "XML" or "JSON" and set DataModel to more closely match the data representation to the structure of your data.

The DataModel property is the controlling property over how your data is represented into tables and toggles the following basic configurations.

  • Document (default): Model a top-level, document view of your REST data. The data provider returns nested elements as aggregates of data.
  • FlattenedDocuments: Implicitly join nested documents and their parents into a single table.
  • Relational: Return individual, related tables from hierarchical data. The tables contain a primary key and a foreign key that links to the parent document.

See the Modeling REST Data chapter for more information on configuring the relational representation. You will also find the sample data used in the following examples. The data includes entries for people, the cars they own, and various maintenance services performed on those cars.

Click "Test Connection" to ensure that the DSN is connected to REST properly. Navigate to the Tables tab to review the table definitions for REST.

REST Data の外部データソースの作成

After configuring the connection, you need to create a master encryption key and a credential database for the external data source.

Creating a Master Encryption Key

Execute the following SQL command to create a new master key, 'ENCRYPTION,' to encrypt the credentials for the external data source.

CREATE MASTER KEY ENCRYPTION BY PASSWORD = 'password';

Creating a Credential Database

Execute the following SQL command to create credentials for the external data source connected to REST data.

NOTE: Since REST does not require a User or Password to authenticate, you may use whatever values you wish for IDENTITY and SECRET.

CREATE DATABASE SCOPED CREDENTIAL rest_creds
WITH IDENTITY = 'username', SECRET = 'password';

Create an External Data Source for REST

Execute the following SQL command to create an external data source for REST with PolyBase, using the DSN and credentials configured earlier.

For REST, set SERVERNAME to 'localhost' or '127.0.0.1' and leave PORT empty. PUSHDOWN is set to ON by default, meaning the ODBC Driver can leverage server-side processing for complex queries.

CREATE EXTERNAL DATA SOURCE cdata_rest_source
WITH ( 
  LOCATION = 'odbc://SERVERNAME[:PORT]',
  CONNECTION_OPTIONS = 'DSN=CData REST Sys',
  -- PUSHDOWN = ON | OFF,
  CREDENTIAL = rest_creds
);

REST のExternal Table を作成

After creating the external data source, use CREATE EXTERNAL TABLE statements to link to REST data from your SQL Server instance. The table column definitions must match those exposed by the CData ODBC Driver for REST. You can refer to the Tables tab of the DSN Configuration Wizard to see the table definition.

Sample CREATE TABLE Statement

The statement to create an external table based on a REST people would look similar to the following:

CREATE EXTERNAL TABLE people(
  [ personal.name.first ] [nvarchar](255) NULL,
  [ personal.name.last ] [nvarchar](255) NULL,
  ...
) WITH ( 
  LOCATION='people',
  DATA_SOURCE=cdata_rest_source
);

Having created external tables for REST in your SQL Server instance, you are now able to query local and remote data simultaneously. Thanks to built-in query processing in the CData ODBC Driver, you know that as much query processing as possible is being pushed to REST, freeing up local resources and computing power. Download a free, 30-day trial of the ODBC Driver for REST and start working with live REST data alongside your SQL Server data today.

 
 
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