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IP: ID IP: IP: IP: = 0x3F1A; Proto = UDP; Len: 328 Version = 4 (0x4) Header Length = 20 (0x14) Service Type = 0 (0x0) IP: Precedence = Routine

You can examine the CREATE MINING STRUCTURE (DMX) command in SQL Server 2008 Books Online (see References) and use the code example here to view the command syntax. Your code should look like this:

Total Length = 328 (0x148)

For example, if a computer running SQL Server had to restart after the data page had reached stable media but before the log record, the database recovery might fail Because the log record for a page modification does not exist, the recovery process cannot determine the proper transactional state of the page Worse, the log record did not get flushed to stable media, so the recovery process is not aware that the page requires rollback and it cannot attempt to correct the problem, thereby leaving the database in an unknown state Multichannel and Load-Balancing Systems Many high-end storage environments, such as Storage Area Networks, implement load-balanced systems that can have multiple channels to support I/O requests These systems must maintain support for I/O ordering.

Identification = 16154 (0x3F1A)

CREATE MINING STRUCTURE [TK 448 Ch09 DMX Prediction] ( CustomerKey LONG KEY, Gender TEXT DISCRETE, [Number Cars Owned] LONG DISCRETE, [Bike Buyer] LONG DISCRETE );

Flags Summary = 0 (0x0)

Many of these systems support I/O ordering with a stable media cache and subsequently combine and/or split I/O requests across available subsystem resources to complete the storing to physical media Torn I/O or Pages Torn I/O is often referred to as a torn page in SQL Server documentation A torn I/O occurs when a partial write takes place, leaving the data in an invalid state SQL Server data pages are 8 KB in size A torn data page for SQL Server occurs when only a portion of the 8 KB is correctly written to or retrieved from stable media SQL Server always checks I/O completion status for any operating system error conditions and proper data transfer size and then handles errors appropriately Torn pages generally arise after system outages where the subsystem does not complete the entire 8-KB I/O request.

In the installed practice files, you can use the file named ..\Source\Ch 09\TK 448 Ch09 DMX Queries.dmx to copy and paste the queries used in this exercise.

IP: .......0 = Last fragment in datagram IP: ......0. = May fragment datagram if necessary Fragment Offset = 0 (0x0) bytes Time to Live = 128 (0x80) Protocol = UDP - User Datagram Checksum = 0x2CBE Source Address = 10.54.48.151 Destination Address = 255.255.255.255 Data: Number of data bytes remaining = 308 (0x0134) (xid=74A005CE) (op) = 2 (0x2)

IP: IP: IP:

Add Na ve Bayes and Decision Trees models to the structure you just created; you can read about the ALTER MINING STRUCTURE (DMX) command in SQL Server 2008 Books Online (see References). Use Bike Buyer as the predictable attribute. Enable drillthrough for the Decision Trees model. Your code should look like the following. (Note that in SSMS, you can execute only a single statement at a time.)

IP: IP: IP: IP: IP: IP: IP:

Disk drive manufacturers generally limit data transfer guarantees to sector boundaries of 512 bytes, so if the stable media is a physical disk and the controller does not contain a cache with battery backup capabilities, the I/O request is limited to the final spin/ transfer rate of the physical drive Therefore, if an I/O is issued to write 8 KB (for a total of sixteen 512-byte sectors), but only the first three sectors make it to stable media, then the page becomes torn, which results in data corruption A subsequent read of the 8-KB page would bring in 3 sectors of the new version of the page and 13 sectors of an older version SQL Server can enable torn page detection on a per-database basis A portion of the first 512-byte sector of the page contains the page header.

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