Redshift のIFTTT Flows をAzure App Service からキックする

本記事では、IFTTT ワークフローをLigic Apps の標準ウィザードから自動化する方法を説明します。

OData やSwagger などの標準化されたインターフェースを使って、CData API Server とADO.NET Provider for Redshift (もしくは210+ の他のADO.NET Providers) を組み合わせて、Logic Apps やMicrosoft Flow からRedshift へのデータ連携を実装できます。OData は、データへのリアルタイム連携を、Swagger はLogic Apps およびMicrosoft Flow のスキャッフォールディング、コード生成を可能にするほか、PowerApps でのスキャッフォールディングを可能にします。本記事では、Logic App のIFTTT ワークフローにRedshift を追加する方法を説明します。

API Server を設定

Follow the steps below to begin producing secure and Swagger-enabled Redshift APIs:


The API Server runs on your own server. On Windows, you can deploy using the stand-alone server or IIS. On a Java servlet container, drop in the API Server WAR file. See the help documentation for more information and how-tos.

The API Server is also easy to deploy on Microsoft Azure, Amazon EC2, and Heroku.

Redshift に接続

After you deploy the API Server and the ADO.NET Provider for Redshift, provide authentication values and other connection properties by clicking Settings -> Connections and adding a new connection in the API Server administration console. You can then choose the entities you want to allow the API Server access to by clicking Settings -> Resources.

Redshift への接続には次を設定します:

  • Server: 接続するデータベースをホストしているクラスタのホスト名およびIP アドレス。
  • Port: クラスタのポート。
  • Database: データベース名、ブランクの場合ユーザーのデフォルトデータベースになります。
  • User: ユーザー名。
  • Password: ユーザーのパスワード。

Server およびPort の値はAWS の管理コンソールで取得可能です:

  1. Amazon Redshift console ( を開く。
  2. Clusters ページで、クラスタ名をクリック。
  3. クラスタのConfiguration タブで、表示された接続文字列からクラスタのURL をコピーします。

    You will also need to enable CORS and define the following sections on the Settings -> Server page. As an alternative, you can select the option to allow all domains without '*'.

    1. Access-Control-Allow-Origin: Set this to a value of '*'. An Access-Control-Allow-Origin header value of '*' is required to use the API Server in the Logic Apps Designer.
    2. Access-Control-Allow-Methods: Set this to a value of "GET,PUT,POST,OPTIONS".
    3. Access-Control-Allow-Headers: Set this to "x-ms-client-request-id, authorization, content-type".

    API Server Users の認可

    After determining the OData services you want to produce, authorize users by clicking Settings -> Users. The API Server uses authtoken-based authentication and supports the major authentication schemes. You can authenticate as well as encrypt connections with SSL. Access can also be restricted by IP address; access is restricted to only the local machine by default.

    For simplicity, we will allow the authtoken for API users to be passed in the URL. You will need to add a setting in the Application section of the settings.cfg file, located in the data directory. On Windows, this is the app_data subfolder in the application root. In the Java edition, the location of the data directory depends on your operation system:

    1. Windows: C:\ProgramData\CData
    2. Unix or Mac OS X: ~/cdata
    [Application] AllowAuthtokenInURL = true

    Logic App からRedshift データにアクセス

    You can use the API Server in a Logic App to create process flows around Redshift data. The HTTP + Swagger action provides a wizard to define the operations you want to execute to Redshift. The following steps below show how to retrieve Redshift data in a Logic App.

    If your table has a column containing the creation date of a record, you can follow the steps below to write a function to check the column values for any new records. Otherwise, skip to the Create a Logic App section to send out emails to entities that match a filter.

    新しいRedshift Entities を確認

    To find new Redshift entities since a certain time, you can write a function that retrieves a datetime value for the start of the interval:

    1. In the Azure Portal, click New -> Function App -> Create.
    2. Enter a name and select the subscription, resource group, App Service plan, and storage account.
    3. Select your Function App and select the Webhook + API scenario.
    4. Select the language. This article uses JavaScript.
    5. Add the following code to return the previous hour in a JSON object:
      module.exports = function (context, data) { 
        var d = new Date();
        // Response of the function to be used later.
        context.res = { 
          body: { 
            start: d 

    トリガーにRedshift を追加

    Follow the steps below to create a trigger that searches Redshift for results that match a filter. If you created the function above, you can search for objects that were created after the start of the interval returned.

    1. In the Azure Portal, click New and in the Web + Mobile section select Logic App and select a resource group and App Service plan.
    2. You can then use the wizards available in the Logic App Designer, which can be accessed from the settings blade for the Logic App. Select the Blank Logic App template.
    3. Add a Recurrence action that will poll for the Redshift objects. This article polls every hour. Select the timezone -- the default is UTC.
    4. Add a function action: Expand the menu in the Add Action dialog and select the option to show Azure functions in the same region. Select the Function App you created earlier and select the function that returns the interval start.
    5. Enter an empty pair of curly brackets, "{}", to pass an empty payload object to the function.
    6. Add the HTTP + Swagger action and enter the swagger URL of the API Server: http://MySite:MyPort/api.rsc/@MyAuthtoken/$swagger
    7. Select the "Return Orders" operation.
    8. Use the descriptions for each property to specify additional parameters such as the columns to retrieve, filters, etc. Below is an example filter:

      ShipCountry eq 'USA'

      The API Server returns the descriptions and other documentation in the swagger document. You can find more information on using the OData API and supported OData in the API Server help documentation.

    9. To use the datetime value returned from the getInterval function, use the "ge" operator with a datetime column in the Orders table and select the Body parameter in the dialog. Note that quotes must be used to surround the datetime value.

    10. Switch to Code View and modify the $filter expression to extract the property containing the start of the interval. Use the syntax '@{body('MyFunc')['MyProp']'.

      "getAllAccount": {
        "inputs": {
          "method": "get",
            "queries": {
              "$filter": "CreatedDate ge '@{body('getInterval')['start']}'"
            "uri": "https://MySite:MyPort/api.rsc/@MyAuthtoken/Orders"

    You can now access Redshift as data sources and destinations in your workflows.

    新しいレコードをEmail で通知

    Follow the steps below to email a report with any new Orders entities.

    1. In the Logic Apps Designer, add an SMTP - Send Email action.
    2. Configure the necessary information for the SMTP server.
    3. Configure the From, To, Subject, and Body. You can add parameters from the Redshift columns returned.

    Click Save and then click Run to send email notifications on any Redshift records created in the last hour.