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samples/demos/azure-sql-edge-demos/Wind Turbine Demo/script.sql

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+-- TABLES --
+/****** Object:  Table [dbo].[RealtimeSensorRecord] ******/
+SET ANSI_NULLS ON
+GO
+SET QUOTED_IDENTIFIER ON
+GO
+CREATE TABLE [dbo].RealtimeSensorRecord(
+	[RecordId] [uniqueidentifier] NOT NULL,
+	[TurbineId] [varchar](50) NULL,
+	[SensorType] [varchar](50) NULL, --
+	[SensorId] [varchar](50) NULL,
+	[SensorValue] [real] NULL,
+	[Timestamp] [datetime] NULL
+
+PRIMARY KEY CLUSTERED
+(
+	[RecordId] ASC
+)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
+) ON [PRIMARY]
+GO
+
+-- STORE PROCEDURES --
+/* Store procedure that clean up the sensor records table */
+CREATE PROCEDURE [dbo].[TruncateRealtimeSensorRecords]
+AS
+DECLARE @SQL VARCHAR(2000)
+SET @SQL='TRUNCATE TABLE dbo.RealtimeSensorRecord'
+EXEC (@SQL);
+
+
+-- Run Model Store Procedure
+SET ANSI_NULLS ON
+GO
+SET QUOTED_IDENTIFIER ON
+GO
+
+IF OBJECT_ID ( 'RunModel', 'P' ) IS NOT NULL
+    DROP PROCEDURE RunModel;
+GO
+
+CREATE PROCEDURE [dbo].RunModel
+	@Result INT = 0 OUTPUT
+AS
+BEGIN
+	SET NOCOUNT ON;
+
+	DECLARE @model VARBINARY(max) = (
+		SELECT DATA
+        FROM dbo.models
+        WHERE id = 1
+    )
+
+	;WITH predict_input AS (
+		SELECT WindSpeedStdDev, TurbineSpeedStdDev, OverallWindDirection, TurbineWindDirection,
+			WindSpeedAverage, WindTempAverage, GearboxOilLevel, GearboxOilTemp, GeneratorActivePower,
+			GeneratorSpeed, GeneratorTemp, GeneratorTorque, GridFrequency, GridVoltage,
+			HydraulicOilPressure, NacelleAngle, PitchAngle, Vibration, TurbineSpeedAverage
+		FROM
+		(
+		  SELECT SensorValue, SensorType, timestamp
+		  FROM RealtimeSensorRecord
+		  GROUP BY SensorValue, SensorType, timestamp
+		) d
+		PIVOT
+		(
+		  MAX(SensorValue)
+		  FOR SensorType IN (WindSpeedStdDev, TurbineSpeedStdDev, OverallWindDirection, TurbineWindDirection,
+			WindSpeedAverage, WindTempAverage, GearboxOilLevel, GearboxOilTemp, GeneratorActivePower,
+			GeneratorSpeed, GeneratorTemp, GeneratorTorque, GridFrequency, GridVoltage,
+			HydraulicOilPressure, NacelleAngle, PitchAngle, Vibration, TurbineSpeedAverage)
+		) piv
+	)
+
+	SELECT @Result = p.output_label
+	FROM PREDICT(MODEL = @model, DATA = predict_input) WITH (output_label bigint) AS p
+END
+GO

samples/demos/azure-sql-edge-demos/Wind Turbine Demo/security.sql

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+/* Create users using the logins created */
+CREATE USER OperatorUser WITHOUT LOGIN;
+CREATE USER DataScientistUser WITHOUT LOGIN;
+CREATE USER SecurityUser WITHOUT LOGIN;
+CREATE USER TurbineUser WITHOUT LOGIN;
+
+/* Grand permissions to users */
+GRANT SELECT ON RealtimeSensorRecord TO OperatorUser;
+GRANT SELECT ON RealtimeSensorRecord TO DataScientistUser;
+GRANT SELECT ON RealtimeSensorRecord TO SecurityUser;
+GRANT SELECT, INSERT ON RealtimeSensorRecord TO TurbineUser;
+
+
+-- Mask the last four digits of the serial number (Sensor ID) of the sensor for the Data Scientist
+ALTER TABLE RealtimeSensorRecord
+ALTER COLUMN SensorId varchar(50) MASKED WITH (FUNCTION = 'partial(34,"XXXX",0)');
+DENY UNMASK TO DataScientistUser;
+GO
+
+/**
+* Operator: Can see all events
+* Data Scientist: Can see everything BUT Hatch Sensor events
+* Security: Can ONLY see HatchSensor events
+*/
+ALTER TABLE RealtimeSensorRecord
+ALTER COLUMN SensorType sysname
+GO
+
+CREATE SCHEMA Security;
+GO
+
+/**
+* Operator: Can see all events
+* Data Scientist: Can see everything BUT Hatch Sensor events
+* Security: Can ONLY see HatchSensor events
+*/
+CREATE FUNCTION Security.fn_securitypredicate(@SensorType AS sysname)
+RETURNS TABLE
+WITH SCHEMABINDING
+AS
+RETURN SELECT 1 AS fn_securitypredicate_result
+	WHERE
+		USER_NAME() = 'OperatorUser' OR USER_NAME() = 'dbo' OR
+		(USER_NAME() = 'DataScientistUser' AND @SensorType <> 'HatchSensor') OR
+		(USER_NAME() = 'SecurityUser' AND @SensorType = 'HatchSensor');
+
+CREATE SECURITY POLICY SensorsDataFilter
+ADD FILTER PREDICATE Security.fn_securitypredicate(SensorType)
+ON dbo.RealtimeSensorRecord
+WITH (STATE = ON);
+
+/* QUERIES FOR TESTING POLICIES */
+
+-- Testing basic policy to deny delete
+EXECUTE AS USER = 'OperatorUser';
+SELECT * FROM RealtimeSensorRecord;
+DELETE FROM RealtimeSensorRecord WHERE SensorType = 'GeneratorTorque';
+REVERT;
+
+-- Testing the masking for data Data Scientist
+EXECUTE AS USER = 'DataScientistUser';
+SELECT TOP 10 * FROM RealtimeSensorRecord;
+REVERT;
+
+-- Testing Row-Level Security policy with Operator that can see all the events
+EXECUTE AS USER = 'OperatorUser';
+SELECT * FROM RealtimeSensorRecord;
+REVERT;
+
+-- Testing Row-Level Security policy with DataScientist that can see all the events but HatchSensor
+EXECUTE AS USER = 'DataScientistUser';
+SELECT * FROM RealtimeSensorRecord;
+REVERT;
+
+-- Testing Row-Level Security policy with Security that can see only the HatchSensor events
+EXECUTE AS USER = 'SecurityUser';
+SELECT * FROM RealtimeSensorRecord;
+REVERT;