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Event Hubs : スケールするフルマネージドのメッセージブローカー
Stream Analytics : SQLでデータストリームをホゲホゲしたい
Event Hubsから入ってくるデータストリームをSQLで処理
処理したデータをEvent Hubsに戻したり他のデータストア
に送る
Point of
Service Devices
Self Checkout
Stations
Kiosks
Smart
Phones
Slates/
Tablets
PCs/
Laptops
Servers
Digital
Signs
Diagnostic
EquipmentRemote Medical
Monitors
Logic
Controllers
Specialized
DevicesThin
Clients
Handhelds
Security
POS
Terminals
Automation
Devices
Vending
Machines
Kinect
ATM
SELECT
system.timestamp AS OutTime ,
deviceId AS deviceId,
AVG (windSpeed) AS Avg_windSpeed ,
COUNT (*) AS Cnt_Event
INTO [powerbi-output] FROM [iothub-input]
GROUP BY deviceId,TumblingWindow(Duration(minute,5))
Map reduce
Hbase
トランザクショ
ン
HDFS アプリケーションHive クエリ
Azure HDInsight
Hadoop WebHDFS クライアント
Hadoop WebHDFS クライアント
WebHDFS
エンドポイント
WebHDFS
REST API
WebHDFS
REST API
ADL Store file ADL Store file ADL Store file ADL Store fileADL Store file
Azure Data Lake Store
REFERENCE ASSEMBLY WebLogExtASM;
@rs =
EXTRACT
UserID string,
Start DateTime,
End DateTime,
Region string,
SitesVisited string,
PagesVisited string
FROM "swebhdfs://Logs/WebLogRecords.csv"
USING WebLogExtractor ();
@result = SELECT UserID,
(End.Subtract(Start)).TotalSeconds AS Duration
FROM @rs ORDER BY Duration DESC FETCH 10;
OUTPUT @result TO "swebhdfs://Logs/Results/top10.txt"
USING Outputter.Tsv();
• 型定義は C# の型定義と同じ
• データをファイルから抽出・読
み込み
するときに、スキーマが必要
Data Lake Store のファイ
ル独自形式を解析するカスタム
関数
C# の関数
行セット
TSV形式で読み取る関数
#azurejp
YouMicrosoft
© 2017 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other
product names are or may be registered trademarks and/or trademarks in the U.S. and/or other
countries.
The information herein is for informational purposes only and represents the current view of
Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to
changing market conditions, it should not be interpreted to be a commitment on the part of
Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of
this presentation.
MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION
IN THIS PRESENTATION.

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2017年のサーバレスアーキテクチャを考える - WebApps/Event Hubs/Stream Analytics/Data Lake & Functions

  • 2.
  • 4.
  • 5.
  • 6.
  • 7.
  • 9.
  • 10.
  • 11. Event Hubs : スケールするフルマネージドのメッセージブローカー Stream Analytics : SQLでデータストリームをホゲホゲしたい Event Hubsから入ってくるデータストリームをSQLで処理 処理したデータをEvent Hubsに戻したり他のデータストア に送る Point of Service Devices Self Checkout Stations Kiosks Smart Phones Slates/ Tablets PCs/ Laptops Servers Digital Signs Diagnostic EquipmentRemote Medical Monitors Logic Controllers Specialized DevicesThin Clients Handhelds Security POS Terminals Automation Devices Vending Machines Kinect ATM
  • 12. SELECT system.timestamp AS OutTime , deviceId AS deviceId, AVG (windSpeed) AS Avg_windSpeed , COUNT (*) AS Cnt_Event INTO [powerbi-output] FROM [iothub-input] GROUP BY deviceId,TumblingWindow(Duration(minute,5))
  • 13. Map reduce Hbase トランザクショ ン HDFS アプリケーションHive クエリ Azure HDInsight Hadoop WebHDFS クライアント Hadoop WebHDFS クライアント WebHDFS エンドポイント WebHDFS REST API WebHDFS REST API ADL Store file ADL Store file ADL Store file ADL Store fileADL Store file Azure Data Lake Store
  • 14. REFERENCE ASSEMBLY WebLogExtASM; @rs = EXTRACT UserID string, Start DateTime, End DateTime, Region string, SitesVisited string, PagesVisited string FROM "swebhdfs://Logs/WebLogRecords.csv" USING WebLogExtractor (); @result = SELECT UserID, (End.Subtract(Start)).TotalSeconds AS Duration FROM @rs ORDER BY Duration DESC FETCH 10; OUTPUT @result TO "swebhdfs://Logs/Results/top10.txt" USING Outputter.Tsv(); • 型定義は C# の型定義と同じ • データをファイルから抽出・読 み込み するときに、スキーマが必要 Data Lake Store のファイ ル独自形式を解析するカスタム 関数 C# の関数 行セット TSV形式で読み取る関数
  • 16.
  • 17.
  • 18.
  • 19. YouMicrosoft © 2017 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.