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Oracle Data Integrator ETL からAdobe Analytics データ連携

この記事では、Oracle Data Integratorを使用してAdobe Analytics data をデータウェアハウスに転送する方法を説明します。

Adobe Analytics への接続にJDBC 標準を使用して既存のスキルを活用します。 CData JDBC Driver for Adobe Analytics は、Oracle Data Integrator(ODI)などのETL ツールへの統合によって、リアルタイムのAdobe Analytics data をデータウェアハウス、ビジネスインテリジェンス、およびビッグデータテクノロジに連携します。

JDBC 接続を使用すると、ODI 内の他のデータベースと同じようにAdobe Analytics を使用できます。RDBMS やフラットファイルを使用する代わりに、ドライバーを使用してリアルタイムでAdobe Analytics API に直接連携できます。

ここでは、JDBC を利用したAdobe Analytics - Oracle のETL 連携を行います。Adobe Analytics エンティティのデータモデルをリバースエンジニアリングした後、マッピングを作成してだdata loading strategy を選択します。ドライバーはSQL-92 をサポートしているため、この最後の手順は組み込みSQL からSQL Loading を選択することで簡単に行えます。

ドライバーをインストール

To install the driver, copy the driver JAR and .lic file, located in the installation folder, into the ODI userlib directory:

On Unix: ~/.odi/oracledi/userlib On Windows: %APPDATA%\Roaming\odi\oracledi\userlib

Restart ODI to complete the installation.

モデルのリバースエンジニアリング

Reverse engineering the model retrieves metadata about the driver's relational view of Adobe Analytics data.After reverse engineering, you can query real-time Adobe Analytics data and create mappings based on Adobe Analytics tables.

  1. In ODI, connect to your repository and click New -> Model and Topology Objects.
  2. On the Model screen of the resulting dialog, enter the following information:
    • Name:Enter AdobeAnalytics.
    • Technology:Select Generic SQL.
    • Logical Schema:Enter AdobeAnalytics.
    • Context:Select Global.
  3. On the Data Server screen of the resulting dialog, enter the following information:
    • Name:Enter AdobeAnalytics.
    • Driver List:Select Oracle JDBC Driver.
    • Driver:Enter cdata.jdbc.adobeanalytics.AdobeAnalyticsDriver
    • URL:Enter the JDBC URL containing the connection string.

      Adobe Analytics uses the OAuth authentication standard. To authenticate using OAuth, you will need to create an app to obtain the OAuthClientId, OAuthClientSecret, and CallbackURL connection properties. See the "Getting Started" section of the help documentation for a guide.

      Retrieving GlobalCompanyId

      GlobalCompanyId is a required connection property. If you do not know your Global Company ID, you can find it in the request URL for the users/me endpoint on the Swagger UI. After logging into the Swagger UI Url, expand the users endpoint and then click the GET users/me button. Click the Try it out and Execute buttons. Note your Global Company ID shown in the Request URL immediately preceding the users/me endpoint.

      Retrieving Report Suite Id

      Report Suite ID (RSID) is also a required connection property. In the Adobe Analytics UI, navigate to Admin -> Report Suites and you will get a list of your report suites along with their identifiers next to the name.

      After setting the GlobalCompanyId, RSID and OAuth connection properties, you are ready to connect to Adobe Analytics.

      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 Adobe Analytics JDBC Driver.Either double-click the JAR file or execute the jar file from the command-line.

      java -jar cdata.jdbc.adobeanalytics.jar

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

      Below is a typical connection string:

      jdbc:adobeanalytics:GlobalCompanyId=myGlobalCompanyId; RSID=myRSID; OAuthClientId=myOauthClientId; OauthClientSecret=myOAuthClientSecret; CallbackURL=myCallbackURL;
  4. On the Physical Schema screen, enter the following information:
    • Schema (Schema):Enter AdobeAnalytics.
    • Schema (Work Schema):Enter AdobeAnalytics.
  5. In the opened model click Reverse Engineer to retrieve the metadata for Adobe Analytics tables.

Adobe Analytics Data を編集して保存

After reverse engineering you can now work with Adobe Analytics data in ODI. To view Adobe Analytics data, expand the Models accordion in the Designer navigator, right-click a table, and click View data.

ETL プロジェクトを作成

Follow the steps below to create an ETL from Adobe Analytics.You will load AdsReport entities into the sample data warehouse included in the ODI Getting Started VM.

  1. Open SQL Developer and connect to your Oracle database.Right-click the node for your database in the Connections pane and click new SQL Worksheet.

    Alternatively you can use SQLPlus.From a command prompt enter the following:

    sqlplus / as sysdba
  2. Enter the following query to create a new target table in the sample data warehouse, which is in the ODI_DEMO schema.The following query defines a few columns that match the AdsReport table in Adobe Analytics: CREATE TABLE ODI_DEMO.TRG_ADSREPORT (PAGEVIEWS NUMBER(20,0),Page VARCHAR2(255));
  3. In ODI expand the Models accordion in the Designer navigator and double-click the Sales Administration node in the ODI_DEMO folder.The model is opened in the Model Editor.
  4. Click Reverse Engineer.The TRG_ADSREPORT table is added to the model.
  5. Right-click the Mappings node in your project and click New Mapping.Enter a name for the mapping and clear the Create Empty Dataset option.The Mapping Editor is displayed.
  6. Drag the TRG_ADSREPORT table from the Sales Administration model onto the mapping.
  7. Drag the AdsReport table from the Adobe Analytics model onto the mapping.
  8. Click the source connector point and drag to the target connector point.The Attribute Matching dialog is displayed.For this example, use the default options.The target expressions are then displayed in the properties for the target columns.
  9. Open the Physical tab of the Mapping Editor and click ADSREPORT_AP in TARGET_GROUP.
  10. In the ADSREPORT_AP properties, select LKM SQL to SQL (Built-In) on the Loading Knowledge Module tab.

You can then run the mapping to load Adobe Analytics data into Oracle.

 
 
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