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By: Ben Richardson | Updated: 2017-10-23 | Comments (1) | Related: More >Testing
Problem
Performance testing is one of the most critical criteria to evaluate SQL Serverdatabase efficiency. Poorly written queries affect database performance. Howeverif you only have a small amount of data in the database, it becomes difficult toevaluate how well a query is performing. For small data sets, the difference betweenthe performances of different query scripts is not discernable. To evaluate queryperformance, we need large datasets. In this tip we will see how to create largetables of random data that can be used for performance testing.
Solution
The solution is to this problem is to write a script that can add large amountof random data into the SQL Server database so that queries can be evaluated for performanceand execution.
Creating Large SQL Server Tables Filled With Random Data
We will explain the process of creating large tables with random data with thehelp of an example. We will create a dummy library database with two tables: tblAuthorsand tblBooks. The first table will store information about imaginary authors andthe second table will store information about imaginary books. The tables will havea one to many relationship where an author can have multiple books. First we willinsert a large amount of random data in the tblAuthors table since it doesn’thave any foreign keys. Next we will explain the process of adding random data toa table that has a foreign key.
Create an Example SQL Server Database
First we need to create the example library database and add the tables to it.Take a look at the following script:
The tblAuthors table contains three columns: Id, Author_name and Country. ThetblBooks table contains four columns: Id, Author_id, Price and Edition. The Author_idcolumn of the tblBooks table is a foreign key column and references Id column ofthe tblAuthors table. This is to implement the one to many relation between thetwo tables.
Adding a Large Amount of Random Data to the tblAuthors Table in SQL Server
Now let’s add data to the tblAuthors table. We have chosen to add recordsto this table first since this is an independent table and has no foreign keys.On the other hand tblBooks table has a foreign key which references tblAuthors table.Hence we have to have a record in the tblAuthors table before we can insert anyrecords in the tblBooks table.
The following script inserts 12 thousand dummy records into the tblAuthors table.You can add more if you want.
Take a look at the above script. Here we declare an integer variable @Id andinitialize it with 1. Inside the while loop we use the INSERT statement to insertrecords into the tblAuthors table.
Look at the values being inserted. We do not need to insert any value for theId column since we have set the identity property on, so the value for this columnwill automatically be inserted with each record. We have to insert values for theAuthor_name and country columns. For Author_name, we use the string ‘Author-’ and concatenate it with the value of @Id variable. To convert @Id frominteger to string we use CAST function. The values inserted for Author_name columnwill be Author - 1, Author - 2 up to Author - 12000. We use the same technique toadd values for the Country column.
Now if you select all the records from the tblAuthor column, you will get 12000records. The table will look like this:
Id | Author_name | country |
---|---|---|
1 | Author - 1 | Country - 1 name |
2 | Author - 2 | Country - 2 name |
3 | Author - 3 | Country - 3 name |
4 | Author - 4 | Country - 4 name |
5 | Author - 5 | Country - 5 name |
6 | Author - 6 | Country - 6 name |
7 | Author - 7 | Country - 7 name |
8 | Author - 8 | Country - 8 name |
9 | Author - 9 | Country - 9 name |
- | - | - |
- | - | - |
12000 | Author - 12000 | Country - 12000 name |
Adding a Large Amount of Random Data to the tblBooks Table in SQL Server
Now let’s add some data in the tblBooks table. This is a bit trickier thaninserting data into the tblAuthors table. This is because the Author_Id column ofthe tblBooks table references Id column of the tblAuthors table. This means thatthe Author_Id column can only have values between 1 and 12000 i.e. the values ofthe Id column of the Author. Also we have to add random values for the Price andEdition columns.
To see the solution for this problem check out the following script. The explanationfor this code follows.
Take a look at the code above. Here at the start we create three variables @RandomAuthorId,@RandomPrice and @RandomEdition. These three variables will store the values tobe inserted into Author_Id, Price and Edition columns of the tblBooks table.
Next we created variables to store the upper limit and lower limit values forall Author_Id, Price and Edition columns. We want that the Author_Id columns shouldonly have values between 1 and 12000 therefore the @UpperLimitForAuthorId variableis set to 12000 and the @LowerLimitForAuthorId variable is set to 1. Similarly,@UpperLimitForPrice variable is set to 50 and the @LowerLimitForAuthorId variableis set to 100 because we want the Price between 50 and 100. Finally, @UpperLimitForEditionvariable is set to 10 and the @LowerLimitForEdition variable is set to 1 becausewe want the Edition to have values between 1 and 10.
Next we use the Rand() function which returns the values between 0 and 1 andmultiplied it by the result of upper limits – lower limits. This returns thevalues between the specified limits. However these values are in decimal. To convertit into integer we use the Round function. We specify the second attribute as 0.This rounds the number to zero decimal places. Finally we insert the resultant valuesinto the tblBooks table.
Now if you select all the records from the tblBooks table you will see that 20000records were inserted. You will see the value for Author_Id between 1 to 12000,the value for Price between 50 to 100 and the value for Edition between 1 to 10as specified in the query. The result set will look like this:
Id | Auhthor_id | Price | Edition |
---|---|---|---|
1 | 8878 | 56 | 2 |
2 | 9605 | 71 | 5 |
3 | 3860 | 61 | 8 |
4 | 7425 | 81 | 7 |
5 | 4775 | 77 | 5 |
6 | 66 | 60 | 3 |
7 | 241 | 78 | 9 |
8 | 10583 | 93 | 2 |
9 | 7920 | 96 | 8 |
- | - | - | - |
- | - | - | - |
20000 | 2096 | 92 | 6 |
Your values will be different since the Rand function generates these numbersrandomly.
Next Steps
Omnisphere 2 Waiting For Volume To Be Inserted Free
Now you have large amount of data in your database. You can evaluate the performanceof your queries with this dataset. You will see a clear distinction between theperformances of different queries. For instance try to update the records usingboth JOINS and Cursors. You will see that JOINS will perform faster than Cursors.On small datasets, this distinction is not detectable. Similarly, you can improveyour existing queries and check if they perform faster than their previous versions.
- ReviewSQL Server Rounding Functions to understand round function.
- ReviewRetrieving Random Data from SQL Server to understand Rand function.
- ReviewSQL Server Cursor Example to study Cursors
Last Updated: 2017-10-23
About the author
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WARNING
Software updates for select PMX source units are designed to be performed by Authorized Rockford Fosgate dealers.Improperly updating the software can render your source unit useless, requiring the software to be reinstalled. Only upgrade files must be reside on drive. Additional files (mov, mp4, etc.) residing on the USB Flash Drive will cause the upgrade to fail.
CHECK PMX SOFTWARE VERSION
Check to see if your source unit is eligible for a software update by comparing the versions to our Software Downloads table below. Use this procedure after upgrade to verify software was properly installed.
- Press and hold the MENU button. The SETTINGS menu will appear.
- Turn the volume knob and push to select SOFTWARE > VERSION.
- Verify MCU, DECODE, GUI, and BT versions match the downloads table shown below.
FORMAT YOUR USB DRIVE
Please ensure your USB drive is formated to FAT16 or FAT32.
The PMX radio does not support NTSF or exFAT.
WINDOWS Computers
- Insert Flash Drive into USB
- Click Start > select Computer (on Windows 10, click File Folder)
- Right click Flash drive
- Click Format
- Click the File System list box and select FAT32
- Click Start to format the drive
APPLE Computers
- Insert Flash Drive into USB
- Search for Disk Utility and open application
- Select Flash Drive and click Erase
- Select MS-DOS (FAT) and
- Confirm Erase to format the drive
There are (4) four file types required to upgrade the source unit. You cannot save all (4) four files on one USB. Each file must be individually copied and upgraded one-by-one to the source unit. Files must be installed exactly as shown below. Installing files out of order will cause upgrade to fail.
Step 1 GUI: *.img (Graphical User Interface)
- Unzip the software downloaded below and copy the raw file (not the folder) labeled 'RF_GUI_V***.img' to the root folder of the USB, then insert USB into the RF unit.
- Select SRC to USB, and wait until 'RF & Decoder upgrade?' is displayed, it will then upgrade automatically.
- Upgrade is finished and the unit will reset automatically.
Omnisphere 2 Waiting For Volume To Be Inserted Away
Step 2DECODE: *.mva (Audio Decoder)
- Unzip the software downloaded below and copy the raw file (not the folder) labeled 'RF_DECODE_V***.mva' to the root folder of the USB, then insert USB into the RF unit.
- Select SRC to USB, and wait until 'RF & Decoder upgrade?' is displayed. Rotate the volume knob to select 'YES' or 'NO'. When 'YES' is selected, press the volume knob to confirm upgrade.
- The upgrade is finished and the unit will reset automatically.
Step 3MCU: *.smx (Micro Controller Unit)
- Unzip the software downloaded below and copy the raw file (not the folder) labeled 'RF_MCU_V***.smx' to the root folder of the USB, then insert USB into the RF unit.
- Select SRC to USB, and wait until 'RF & Decoder upgrade?' is displayed. Rotate the volume knob to select 'YES' or 'NO'. When 'YES' is selected, press the volume knob to confirm upgrade.
- The unit will display a black screen for several seconds then it will reset automatically and continue.
- After upgrade is finished, the unit will go into a powered-off state automatically.
Step 4BLUETOOTH: *.dfu (Bluetooth Module)
- Unzip the software downloaded below and copy the raw file (not the folder) labeled 'RF_BT_V***.dfu' to the root folder of the USB, then insert USB into the RF unit.
- Select SRC to USB, and wait until 'RF & Decoder upgrade?' is displayed, it will then upgrade automatically.
- Upgrade is finished and the unit will reset automatically.
PMX SOFTWARE DOWNLOADS
PMX-1 | ||||
---|---|---|---|---|
There are 3 files in this software upgrade. This software is for aftermarket source units, not designed for Grand Design RV installations. | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
Apr. 1, 2021 | Version: SW20210401 MCU1: S2008050120 MCU2: S2103117201a Decode: 201219 GUI: (none required) Bluetooth: 410B023 | • Misc improvements • Installer will detect hardware and install MCU1 or MCU2 depending on hardware | notes |
PMX-1R | ||||
---|---|---|---|---|
|
PMX-2 | ||||
---|---|---|---|---|
There are up to 4 files in this software upgrade. | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
Dec. 13, 2018 | Version: SW20190704 MCU: 1810170230 Decode: 1812100052 GUI: 181102S231 Bluetooth: 410B023 | • Pandora optimized for some special album art and FLAC songs that cannot skip to next song automatically • Compatible C500S. | notes | |
Jul. 17, 2018 | Version: 071718 MCU:1709180230 Decode:1807170050 GUI:1709110E24 Bluetooth:410B023 | • Major Update: Under music mode browser, support page up/down using current track up/down buttons • Major Update: “Global Source Gain Input” menu added • Optimize USB iPhone/iPod reading | notes | |
Oct. 25, 2017 | Version: 090817 MCU: 1709080230 Decode: 1709070047 GUI: 1708170E23 Bluetooth: 410B023 | • Added support for music page browsing using track up/down buttons • Added global source gain adjustment in menu | notes | |
Sep. 20, 2017 | Version: 072117 MCU: 1707190228 Decode: 1706030046 GUI: 1706160E21 Bluetooth: 410B023 | • Fixed issue of PMX-2 showing two zones of volume immediately after update | notes | |
Mar. 23, 2017 | Version: V1611240227 MCU: 1611240227 Decode: 041 GUI: 1701170E18 Bluetooth: 410B023 | • Organized upgrade process into folder steps | notes | |
Dec. 19, 2016 | Version: V1611240227 MCU: 1611240227 Decode: 038 GUI: 1611160E12 Bluetooth: 410B023 | • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes | |
May. 30, 2016 | Version: V20160530 MCU: 1605270220 Decode: 1605270021 GUI: 1605240D03 Bluetooth: 410B023 | • Added software validation to avoid upgrading another model • Modify freeze issuse • Backlighting issue for left & right • BT Audio Browser, song displays less than phone list | notes | |
Aug. 6, 2015 | Version: 20150806 MCU: 1507160216 Decode: 088_0724 GUI: 1507170001 | • User Interface updates | notes |
PMX-3 | ||||
---|---|---|---|---|
There are up to 4 files in this software upgrade. | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
Dec. 13, 2018 | Version: SW20190704 MCU: 1709180330 Decode: 1812100052 GUI: 181102S331 Bluetooth: 410B023 | • Optimize iPhone /iPod to read decode • Pandora optimized for some special album art and FLAC songs that cannot skip to next song automatically • Compatible C500S | notes | |
Oct. 25, 2017 | 102517 MCU: 1709180330 Decode: 1709150048 GUI: 1709120330 Bluetooth: 410B023 | • Added support for music page browsing using track up/down buttons • Added global source gain adjustment in menu | notes | |
Sep. 20, 2017 | 060617 MCU: 1706020328 Decode: 1706030046 GUI: 1705310328 Bluetooth: 410B023 | • Added support for loading files from PMXConfigurator software • Added support for single thumb drive update (i.e. multiple files loaded on same thumb drive) | notes | |
Mar. 23, 2017 | 1702060328 MCU: 1702060328 Decode: 041 GUI: 1701170327 Bluetooth: 410B023 | • Organized upgrade process into folder steps • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes | |
Feb. 09, 2017 | 1702060328 MCU: 1702060328 Decode: RF235_0208_V041 GUI: 1701170327 Bluetooth: 410B023 | • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes |
PMX-5CAN | ||||
---|---|---|---|---|
There are up to 4 files in this software upgrade. | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
WARNING: PMX-5CAN source unit IS NOT compatible with PMX-5 software. | ||||
Mar. 1, 2021 | Version: SW20210301 MCU: 2012050545 Decode: 191219V052 GUI: 190904S235 Bluetooth: 410B023 | • Misc improvements | notes | |
Dec. 13, 2018 | Version: SW20190704 MCU: 1809110543 Decode: 1812130051 GUI: 181102S231 Bluetooth: 410B023 | • Optimize iPhone /iPod to read decode • Pandora optimized for some special album art and FLAC songs that cannot skip to next song automatically • Compatible C500S • MFD Tuner Optimize | notes | |
Jul. 17, 2018 | Version: 071718 MCU: 1712110543 Decode: 1709260048 GUI: 1709110E24 Bluetooth: 410B023 | • Major Update: Mute/Balance all locked Zones • Major Update: Under music mode browser, support page up/down using current track up/down buttons • Major Update: “Zone Volume Offset” option added • Major Update: “Global Source Gain Input” menu added • Encoder function > adjust Zone volume of current Zone with long press instead of short press • ZONE button > short press is ZONE, long press is Dimmer | notes | |
Sep. 20, 2017 | Version: 080217 MCU: 1708010540 Decode: 1707290046 GUI: 1707280E22 Bluetooth: 410B023 | • Added global input sensitivity setting to menu | notes | |
Sep. 20, 2017 | Version: 062117 MCU: 1706160539 Decode: 1706130043 GUI: 1706160E21 Bluetooth: 410B023 | • Added compatibility with Garmin MFD's • Added support for loading files from PMXConfigurator software • Added support for single thumb drive update (i.e. multiple files loaded on same flash drive) | notes | |
Mar. 23, 2017 | Version: 1612070537 MCU: 1612070537 Decode: 041 GUI: 1701170E18 Bluetooth: 410B023 | • Organized upgrade process into folder steps • Improvements to SiriusXM album artwork | notes | |
Dec. 19, 2016 | Version: 1612050527 MCU: 1611240536 Decode: 038 GUI: 1611160E12 Bluetooth: 410B023 | • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes | |
May. 30, 2016 | Version: 20160530 MCU: 1605130530 Decode: 1605270021 GUI: 1605240D03 Bluetooth: 410B023 | • Added software validation to avoid upgrading another model • Modify freeze issue • Backlighting issue for left & right • BT Audio Browser, song displays less than phone list • Add to support Flac • Add PMX-CAN diagnose menu | notes |
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PMX-5 | ||||
---|---|---|---|---|
There are up to 4 files in this software upgrade. | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
WARNING: PMX-5 source unit IS NOT compatible with PMX-5CAN software. | ||||
Sep. 20, 2017 | 071917 MCU: 1707190529 Decode: 1706130043 GUI: 1706160E21 Bluetooth: 410B023 | • Fixed issue of not able to select SXM source • Added support for single thumb drive update (i.e. multiple files loaded on same thumb drive) | notes | |
Mar. 23, 2017 | 1612050527 MCU: 1612050527 Decode: 083 GUI: 1612030E15 Bluetooth: 410B023 | • Organized upgrade process into folder steps • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes | |
Dec. 19, 2016 | V1612050527 MCU: 1612050527 Decode: 038 GUI: 1612030E15 Bluetooth: 410B023 | • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes | |
May. 30, 2016 | V1605270520 MCU: 1605270520 Decode: 1605270021 GUI: 1605240D03 Bluetooth: 410B023 | • Added software validation to avoid upgrading another model • Modify freeze issue • Updated GUI Backlighting issue • BT Audio Broswer, song displays less than phone list • Add to support Flac | notes | |
Aug. 6, 2015 | V20150806 MCU: 1508060516 Decode: 088_0724 GUI: 1507300001 Bluetooth: 410B023 | • User Interface updates | notes |
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PMX-8DH | ||||
---|---|---|---|---|
There is 1 file in this software upgrade (GUI only.) | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
WARNING: Download the appropriate PMX-8DH software. View This Advisory to determine what version you have. | ||||
Dec. 13, 2018 | Memory: (128MB) Version: 121318 GUI: 1709110914 | • No notes listed | notes | |
Oct. 25, 2017 | Memory: (64MB) Version: 091517 GUI: 1709140807 | • Added mute / balance for all locked zones • Added support for music page browsing using track up/down buttons • Added zone volume offset feature in menu • Changed brightness button function to zone selection • Added global source gain adjustment in menu | notes | |
Oct. 25, 2017 | Version: 091517 (128MB) GUI: 1709110914 | • Added mute / balance for all locked zones • Added support for music page browsing using track up/down buttons • Added zone volume offset feature in menu • Changed brightness button function to zone selection • Added global source gain adjustment in menu | notes | |
Sep. 20, 2017 | Version: 070617 (64MB) GUI: 1707050806 | • Added support for loading files from PMXConfigurator software • Added support for single thumb drive update (i.e. multiple files loaded on same thumb drive) | notes | |
Sep. 20, 2017 | Version: 070617 (128MB) GUI: 1706220912 | • Added support for loading files from PMXConfigurator software • Added support for single thumb drive update (i.e. multiple files loaded on same thumb drive) | notes | |
Dec. 19, 2016 | Version: 1607010801 (64MB) GUI: 1607010801 | • Custom Bluetooth device naming • Misc enhancements | notes |
PMX-8BB | ||||
---|---|---|---|---|
There are 3 files in this software upgrade (DECODE, MCU, BLUETOOTH.) | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
Dec. 13, 2018 | Version: sw121318 MCU: 1811270834 Decode: 1812136139 Bluetooth: 400B026 | • Fader added for MFD • Optimized MFD Tuner • Optimized iPhone /iPod reading for decode • Pandora optimized for some special album art and FLAC songs that cannot skip to next song automatically | notes | |
Jul. 17, 2018 | Version: 071718 MCU: 1805090830 Decode: 1709266137 Bluetooth: 400B026 | • Major Update: Make the fader accessible from user once connected to MFD. | notes | |
Oct. 25, 2017 | Version: 091517 MCU: 1709140824 Decode: 1709146136 Bluetooth: 400B026 | • Fixed issue of PMX-1R displaying '0.0' on power up when no 8DH is connected • Added mute / balance for all locked zones • Added support for music page browsing using track up/down buttons • Added zone volume offset feature in menu • Changed brightness button function to zone selection • Added global source gain adjustment in menu | notes | |
Sep. 20, 2017 | Version: 070617 MCU: 1707060822 Decode: 1707016126 Bluetooth: 400B026 | • Added support for loading files from PMXConfigurator software • Added support for single thumb drive update (i.e. multiple files loaded on same thumb drive) | notes | |
Mar. 23, 2017 | Version: V1611240814 MCU: 1611240814 Decode: 6118_0208_RF8 Bluetooth: V00B026 | • Organized upgrade process into folder steps • Improvements to SiriusXM album artwork | notes | |
Dec. 19, 2016 | Version: V1611240814 MCU: 1611240814 Decode: 6115 Bluetooth: 400B026 | • Main and sub level volume improvements • Day/night mode support • Bluetooth device renaming | notes |
PMX-CAN | ||||
---|---|---|---|---|
There is 1 file in this software upgrade. | ||||
Release | Version | Description | Notes (*.txt) | Software (*.zip) |
Jul. 04, 2019 | 0.7.1.0 | • Improved heart beat time offset issue | notes | |
Feb. 09, 2017 | 0.6.4.0 | • Add support for Garmin MFD | notes |