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U 0CG020=5 =0 <>45;0 70 2@5<528 A5@88 =0 A R I M A 70 " % s " 2 3;02=8O <>45; ( % l d >B % l d ) . . . f 0CG020=5 =0 <>45;0 70 2@5<528 A5@88 =0 A R I M A 70 " % s " 2 E@>=>;>38G5= <>45; A =><5@ % l d ( % l d >B % l d ) . . . >>=B@>;8@0 ?@030, ?@8 :>9B> 0;3>@8BJ<JB >B:@820 >B:;>=5=8O 2 =5AB018;=>ABB0 2 0;3>@8BJ<0 70 2@5<528 A5@88 =0 A R T X P 8 A?8@0 40 ?@028 ?@>3=>78. #:070=0B0 AB>9=>AB 5 20;84=0 A0<> :>30B> F O R E C A S T _ M E T H O D 5 704045= =0 A R T X P . !B>9=>ABB0 ?> ?>4@0718@0=5 1 2:;NG20 DC=:F8OB0 70 >B:@820=5 =0 =5AB018;=>AB. "078 =0AB@>9:0 >?B8<878@0 =04564=>ABB0 =0 ?@>3=>78B5, => <>65 40 >3@0=8G8 1@>O =0 ABJ?:8B5 70 ?@>3=>78@0=5. !B>9=>ABB0 0 87:;NG20 DC=:F8OB0 70 >B:@820=5 =0 =5AB018;=>AB. "078 =0AB@>9:0 C4J;6020 ?@>3=>78B5 157 >3@0=8G5=85, => B578 ?@>3=>78 <>65 40 AB0=0B AB0B8AB8G5A:8 =520;84=8. A#:0720 0;3>@8BJ<0 70 ?@>3=>78@0=5, :>9B> I5 A5 87?>;720. 715@5B5 M I X E D , 70 40 AJ74045B5 <>45;8 70 0;3>@8B<8B5 =0 2@5<528B5 A5@88 =0 A R T X P 8 A R I M A 8 40 >1548=8B5 B5E=8B5 @57C;B0B8 ?> 2@5<5 =0 ?@>3=>78@0=5. 8740=85B> S t a n d a r d <>45;8B5 A5 >1548=O20B A ?><>IB0 =0 02B><0B8G=> AJ>B=>H5=85, :>5B> ?@85<0 A R T X P 70 :@0B:>A@>G=> 8 A R I M A 70 4J;3>A@>G=> ?@>3=>78@0=5. ?>- =>28B5 8740=8O <>45;8B5 A5 >1548=O20B 8 ?@5B53;OB 2 AJ>B25BAB285 AJA AB>9=>ABB0, 704045=0 70 P R E D I C T I O N _ S M O O T H I N G . :> F O R E C A S T _ M E T H O D 5 704045= =0 A R T X P 8;8 A R I M A , AB>9=>ABB0 70 P R E D I C T I O N _ S M O O T H I N G A5 83=>@8@0. � %@0=8;8I5 70 :>=B@>;=8 40==8 =0 AB@C:BC@0 70 AJ18@0=5 =0 40==8: !J74020=5 =0 E@0=8;8I5 70 :>=B@>;=8 40==8 A % l d A;CG0O =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % s " .
#:070=8B5 ?0@0<5B@8 70 :>=B@>;=8 40==8, H o l d o u t M a x P e r c e n t = % { h o l d o u t m a x p e r c e n t \ } , H o l d o u t M a x C a s e s = % { h o l d o u t m a x c a s e s \ } , I5 4>2545 4> 87?>;720=5B> =0 2A8G:8 A;CG08 :0B> =01>@ >B B5AB>28 40==8. :> ?@>4J;68B5, AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 =O<0 40 8<0 40==8 70 >1CG5=85. � #:070=8B5 ?0@0<5B@8 70 :>=B@>;=8 40==8, H o l d o u t M a x P e r c e n t = % { h o l d o u t m a x p e r c e n t \ } , H o l d o u t M a x C a s e s = % { h o l d o u t m a x c a s e s \ } , I5 4>2545 4> 87?>;720=5B> =0 ?>25G5 >B ?>;>28=0B0 A;CG08 :0B> =01>@ >B B5AB>28 40==8. � %@0=8;8I5 70 :>=B@>;=8 40==8 =0 AB@C:BC@0 70 AJ18@0=5 =0 40==8: !B@C:BC@0 70 AJ18@0=5 =0 40==8 " % s " , 459AB28B5;5= @07<5@ =0 :>=B@>;=8B5 40==8: % l d . k !3J20=5 =0 <>45;0 70 AJ18@0=5 =0 40==8: AJ74020=5 =0 A3J20=5 % l d >B % l d 70 <>45; 70 AJ18@0=5 =0 40==8 " % s " . � 1@01>B20=5 =0 28A>:0 :0@48=0;=>AB 5 ?@8;>65=> 70 0B@81CB % { a t t r i b u t e / } =0 <>45;0 % { m o d e l n a m e / } ?>@048 3>;5<8O 1@>9 AJAB>O=8O 2 B078 :>;>=0. O>=B@>;8@0 =>@<0;878@0=5B> =0 =5?@5:JA=0B8 0B@81CB8. 04020=5B> =0 B078 AB>9=>AB =0 1 2>48 4> =>@<0;878@0=5 =0 2A8G:8 ?@>4J;68B5;=8 0B@81CB8 4> A@02=8B5;=8 3@0=8F8. 04020=5B> =0 B078 AB>9=>AB =0 0 87:;NG20 =>@<0;878@0=5B> 8 0;3>@8BJ<JB @01>B8 A =5>1@01>B5=8B5 ?@>4J;68B5;=8 AB>9=>AB8. !B>9=>ABB0 ?> ?>4@0718@0=5 70 B>78 ?0@0<5BJ@ 5 1 . �'C2AB28B5;=>AB 70 02B><0B8G=> >B:@820=5 70 <8=8<0;=0 ?>44@J6:0. @8 704020=5B> =0 B078 AB>9=>AB =0 1 , 0 0;3>@8BJ<JB >B:@820 02B><0B8G=> =09- <0;:0B0 ?>4E>4OI0 AB>9=>AB =0 <8=8<0;=0 ?>44@J6:0. 04020=5B> =0 B078 AB>9=>AB =0 0 87:;NG20 02B><0B8G=>B> >B:@820=5 8 0;3>@8BJ<JB @01>B8 A 459AB28B5;=0B0 AB>9=>AB =0 <8=8<0;=0 ?>44@J6:0. ">78 ?0@0<5BJ@ A5 87?>;720 A0<> :>30B> M I N I M U M _ S U P P O R T 5 704045=0 =0 0 , 0 . >=B@>;8@0 0;3>@8BJ<0 70 =>@<0;878@0=5 ?> ?>4@0718@0=5 70 DC=:F8OB0 P r e d i c t C a s e L i k e l i h o o d ( ) , :>30B> 5 8728:0=0 157 =8:0:28 ?0@0<5B@8 8;8 A ?0@0<5BJ@ ?> ?>4@0718@0=5 " N O R M A L I Z E D " . >44J@60=8B5 AB>9=>AB8 A0 " M A R G I N A L " 8 " D I S T A N C E " , 0 AB>9=>ABB0 ?> ?>4@0718@0=5 5 " M A R G I N A L " . i #:070=0B0 AB@C:BC@0 70 AJ18@0=5 =0 40==8 =0 87B>G=8:0 " % { s t r u c t u r e / } " =5 5 >B:@8B0 70 <>45;0 " % { m o d e l / } " . U >;>=0B0 % { c o l u m n / } =0 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l / } =O<0 >A=>2=0 :>;>=0. g >;>=0B0 % { c o l u m n / } =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r u c t u r e / } AJ4J@60 =520;84=> AJ4J@60=85. ] 5 5 C:070= B8? 70 :>;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " . f #:070= 5 =5?>44J@60= B8? 70 :>;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " . j 07?@545;5=85B> =0 :>;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =5 5 20;84=>. c #:070=> 5 =520;84=> 87?>;720=5 70 :>;>=0B0 " % { c o l u m n / } " =0 <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l / } " . ^ >;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =O<0 :>;>=0 =0 :;NG. W B5:CI0B0 1070 40==8 25G5 AJI5AB2C20 <>45; 70 AJ18@0=5 =0 40==8 A 8<5 " % { m o d e l n a m e / } " . T B5:CI0B0 1070 40==8 25G5 AJI5AB2C20 <>45; 70 AJ18@0=5 =0 40==8 A " % { m o d e l i d / } " . h 0@0<5BJ@JB C L U S T E R I N G _ M E T H O D 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. 0;84=8B5 AB>9=>AB8 A0 1 , 2 , 3 8 4 . m 0@0<5BJ@JB C L U S T E R _ C O U N T 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. C L U S T E R _ C O U N T B@O120 40 5 ?>;>68B5;=> G8A;>. n 0@0<5BJ@JB M I N I M U M _ S U P P O R T 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M I N I M U M _ S U P P O R T B@O120 40 5 ?>- 3>;O<> >B 0 . z 0@0<5BJ@JB M O D E L L I N G _ C A R D I N A L I T Y 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M O D E L L I N G _ C A R D I N A L I T Y B@O120 40 5 ?>- 3>;O<0 >B 0 . � 0@0<5BJ@JB S T O P P I N G _ T O L E R A N C E 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. S T O P P I N G _ T O L E R A N C E B@O120 40 5 FO;> G8A;> 8;8 ?>- 3>;O<> >B 0 . k 0@0<5BJ@JB S A M P L E _ S I Z E 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. S A M P L E _ S I Z E B@O120 40 5 0 8;8 =09- <0;:> 1 0 0 . � 0@0<5BJ@JB M A X I M U M _ I N P U T _ A T T R I B U T E S 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M A X I M U M _ I N P U T _ A T T R I B U T E S B@O120 40 5 ?>- 3>;O<> >B 0 . � C1JB " % { c u b e i d / } " , ?>A>G5= 2 >12J@720=5B> 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 =0 O L A P , " % { s t r u c t u r e / } " ( :>;>=0= " % { c o l u m n / } " ) , =5 AJI5AB2C20. � 8?A20 >12J@720=5 =0 87B>G=8:0 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 =0 O L A P , " % { s t r u c t u r e / } " ( :>;>=0= " % { c o l u m n / } " , 2;>65=0 :>;>=0= " % { n e s t e d c o l u m n / } " ) . � 7<5@5=85B> " % { c u b e d i m e n s i o n / } " , ?>A>G5=> 2 >12J@720=5B> 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 =0 O L A P , " % { s t r u c t u r e / } " ( :>;>=0= " % { c o l u m n / } " ) , =5 AJI5AB2C20. Q !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =O<0 :>;>=0 =0 :;NG 70 @538ABJ@. @ !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " 25G5 5 >1CG5=0. PA> !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =5 5 >1CG5=0. a ?5@0F8OB0 =5 <>65 40 A5 872J@H8, 4>:0B> <>45;JB 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " A5 >1CG020. a >45;JB 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } =5 ?>44J@60 =5?@5:JA=0B8 0B@81CB8 :0B> 2E>4=8 40==8. h >45;JB 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } =5 ?>44J@60 =5?@5:JA=0B8 0B@81CB8 :0B> ?@>3=>7=8 AB>9=>AB8. � 0@0<5BJ@JB M A X I M U M _ I N P U T _ A T T R I B U T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ I N P U T _ A T T R I B U T E S B@O120 40 5 =09- <0;:> 0 8 =09- <=>3> % d { M a x / } . � 0@0<5BJ@JB M A X I M U M _ O U T P U T _ A T T R I B U T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ O U T P U T _ A T T R I B U T E S B@O120 40 5 =09- <0;:> 0 8 =09- <=>3> % d { M a x / } . d 0@0<5BJ@JB S C O R E _ M E T H O D 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. S C O R E _ M E T H O D B@O120 40 5 1 , 3 8;8 4 . d 0@0<5BJ@JB S P L I T _ M E T H O D 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. S P L I T _ M E T H O D B@O120 40 5 1 , 2 8;8 3 . t 0@0<5BJ@JB M I N I M U M _ L E A F _ C A S E S 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M I N I M U M _ L E A F _ C A S E S B@O120 40 5 ?>- 3>;O<> >B 0 . � 0@0<5BJ@JB C O M P L E X I T Y _ P E N A L T Y 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. C O M P L E X I T Y _ P E N A L T Y B@O120 40 5 ?>- 3>;O<> >B 0 8 ?>- <0;:> >B 1 . x !B>9=>ABB0 =0 ?0@0<5BJ@0 P R E D I C T I O N _ S M O O T H I N G 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;84=0. !B>9=>ABB0 B@O120 40 5 <564C 0 8 1 . % " % { N a m e / } " =5 5 20;84=> 8<5 =0 2J75;. w >45;JB " % { m o d e l n a m e / } " =5 <>65 40 A5 70@548 >B 70?075= D09;. $09;JB 5 ?>2@545= 8;8 5 2J2 D>@<0B, :>9B> =5 A5 ?>44J@60. ? ;0C70B0 F R O M 5 =520;84=0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . Z 7@07, :>9B> 2@JI0 B01;8F0, =5 5 @07@5H5= 2 >?5@0F8O =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � !0<> 87@07, :>9B> 2@JI0 B01;8F0, 5 @07@5H5= 2 ?J@28O 0@3C<5=B =0 DC=:F8O T o p ( >@5) 8;8 B o t t o m ( >;C) . @5H:0B0 5 2J7=8:=0;0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . PA� !0<> ?>AB>O=5= 87@07, :>9B> 2@JI0 ?>;>68B5;=> G8A;>, 5 @07@5H5= 2 B@5B8O 0@3C<5=B =0 DC=:F8O T o p 8;8 B o t t o m . @5H:0B0 5 2J7=8:=0;0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . B B:@8B 5 =5>G0:20= D M X 87@07 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . r !0<> ?@5?@0B:0 :J< A:0;0@=0 :>;>=0 5 @07@5H5=0 2J2 DC=:F8OB0 70 ?@>3=>78@0=5 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . r !0<> 48A:@5B878@0=0 :>;>=0 5 @07@5H5=0 2J2 DC=:F8O 70 ?@>3=>78@0=5 =0 >1E20B =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . g $C=:F88B5 70 ?@>3=>78@0=5 =0 :;JAB5@8 =5 A0 @07@5H5=8 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . 5?>44J@60=0 D M X 70O2:0. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 4>ABJ? 4> ?>A>G5=8O <>45; 70 AJ18@0=5 =0 40==8 % { s t r N a m e / } 8;8 >15:BJB =5 AJI5AB2C20. . >A>G5=8OB >B " % { N a m e / } " <>45; =5 5 >1@01>B5=. S #:070=0B0 D M X :>;>=0 =5 5 >B:@8B0 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . U #:070=0B0 D M X :>;>=0 =5 5 @07@5H5=0 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . ~ ">G:>28OB 87@07 d o t =5 5 @07@5H5= 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . <5AB> B>20 87?>;7209B5 87@070 s u b - S E L E C T . � !0<> ?@>3=>78@C5<0 :>;>=0 ( 8;8 :>;>=0, A2J@70=0 A ?@>3=>78@C5<0 :>;>=0) <>65 40 A5 ?>A>G20 >B <>45;0 70 AJ18@0=5 =0 40==8 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . d @5?@0B:0B0 :J< :>;>=0 >B B01;8F0B0 =5 A5 ?>44J@60 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . e !?5F8D8:0F8OB0 70 >1E20B 8;8 4J;68=0 =0 ?@>3=>70B0 =5 5 20;84=0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . C 58725AB5= D M X 87@07 5 >B:@8B =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . H =0:JB * =5 5 @07@5H5= 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . PAK C;52 87@07 =5 5 @07@5H5= 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . ; C;52 87@07 A5 >G0:20 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . a 3@530B5= 87@07 =5 <>65 40 A5 87?>;720 A =503@530B=8 87@078 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � U N I O N AJ4J@60 =5AJ2<5AB8<8 s u b - S E L E C T 87@078 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . "5 B@O120 40 AJ4J@60B 54=0:J2 1@>9 :>;>=8 2 A?8AJ:0 S E L E C T . e @5?@0B:0 70 :>;>=0, :>OB> =5 5 20;84=0 2 :>=B5:AB0, A5 ?>:0720 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . e $C=:F8OB0 % { F u n c t i o n N a m e / } =5 <>65 40 A5 87?>;720 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . l 7?>;720= 5 =5?@028;5= 1@>9 0@3C<5=B8 2J2 DC=:F8OB0 % { F u n c t i o n N a m e / } =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . { B>@8OB 0@3C<5=B 2J2 DC=:F8O T o p 8;8 B o t t o m B@O120 40 5 :>;>=0. @5H:0B0 5 2J7=8:=0;0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . e 7?>;720= 5 =520;845= 0@3C<5=B 2J2 DC=:F8OB0 % { F u n c t i o n N a m e / } =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . R @>3=>78@0=5 =0 :;JAB5@8 =5 A5 ?>44J@60 2 0;3>@8BJ<0, :>9B> A5 87?>;720 2 <><5=B0. T @>3=>78@0=5B> =0 ?>@548F0 =5 A5 ?>44J@60 2 0;3>@8BJ<0, :>9B> A5 87?>;720 2 <><5=B0. � 0@0<5BJ@JB M A X I M U M _ I N P U T _ A T T R I B U T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ I N P U T _ A T T R I B U T E S B@O120 40 5 =09- <0;:> 0 8 =09- <=>3> % d { M a x / } . � 0@0<5BJ@JB M A X I M U M _ O U T P U T _ A T T R I B U T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ O U T P U T _ A T T R I B U T E S B@O120 40 5 =09- <0;:> 0 8 =09- <=>3> % d { M a x / } . Z ;3>@8BJ<JB N a � v e B a y e s =5 ?>44J@60 =5?@5:JA=0B 87E>45= 0B@81CB 70 <>45;0 % { m o d e l n a m e / } . � B:@8B8 A0 <=>3> :>;>=8 157 :;NG>25 2 B01;8F0B0 A ?>@548F0 2 <>45;0 % { m o d e l n a m e / } . ;3>@8BJ<JB M i c r o s o f t S e q u e n c e C l u s t e r i n g ?@85<0 A0<> B01;8F8 A ?>@548F8 A 54=0 :>;>=0 157 :;NG. � B01;8F0B0 A ?>@548F0 2 <>45;0 % { m o d e l n a m e / } A0 >B:@8B8 <=>3> :>;>=8 =0 :;NG A ?>@548F8. ;3>@8BJ<JB M i c r o s o f t S e q u e n c e C l u s t e r i n g ?@85<0 A0<> B01;8F8 A 54=0 :>;>=0 =0 :;NG A ?>@548F0. PA_ >45;JB 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } =5 <>65 40 A5 70@548. B8:5B =0 3@5H:0: % { t a g / } . E ;3>@8BJ<JB =5 ?>44J@60 DC=:F8OB0, 70O25=0 >B <>45;0 " % { m o d e l n a m e / } " . \ 5?@028;=> AJ4J@60=85 70 70@5640=5 =0 25@A8O 70 <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l n a m e / } " . f O L A P >15:BJB =0 87B>G=8:0 70 :>;>=0B0 " % { c o l u m n n a m e / } " =0 >15:B0 " % { m o d e l n a m e / } " =5 <>65 40 A5 >B:@85. : 0O25=8OB D>@<0B =0 @57C;B0B8B5 5 =520;845= 70 D M X 70O2:0. _ 58725AB5= ?0@0<5BJ@ =0 0;3>@8BJ<, % { s t r P a r a m N a m e / } , 5 ?@54>AB025= 70 <>45;0 % { m o d e l n a m e / } . { 0@0<5BJ@JB M I N I M U M _ S U P P O R T 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M I N I M U M _ S U P P O R T B@O120 40 5 ?>- 3>;O<> >B 8;8 @02=> =0 0 . n 0@0<5BJ@JB M A X I M U M _ S U P P O R T 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M A X I M U M _ S U P P O R T B@O120 40 5 ?>- 3>;O<> >B 0 . w 0@0<5BJ@JB M I N I M U M _ I T E M S E T _ S I Z E 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M I N I M U M _ I T E M S E T _ S I Z E B@O120 40 5 <564C 1 8 5 0 0 . w 0@0<5BJ@JB M A X I M U M _ I T E M S E T _ S I Z E 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M A X I M U M _ I T E M S E T _ S I Z E B@O120 40 5 <564C 0 8 5 0 0 . � 0@0<5BJ@JB M A X I M U M _ I T E M S E T _ C O U N T 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M A X I M U M _ I T E M S E T _ C O U N T B@O120 40 5 ?>- 3>;O<> >B 8;8 @02=> =0 1 . s 0@0<5BJ@JB M I N I M U M _ P R O B A B I L I T Y 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. M I N I M U M _ P R O B A B I L I T Y B@O120 40 5 <564C 0 8 1 . b ;0C70B0 W H E R E 2 8=AB@C:F8OB0 S E L E C T . . . F R O M m . S A M P L E _ C A S E S B@O120 40 AJ4J@60 DC=:F8OB0 I s I n N o d e . R 5B09;878@0=5B> ( S E L E C T . . . F R O M m o d e l . C A S E S ) =5 5 @07@5H5=> 70 <>45;0 " % { N a m e / } " . � 0@0<5BJ@JB M A X I M U M _ S T A T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ S T A T E S B@O120 40 5 <564C % d { M i n / } 8 % d { M a x / } 8;8 0 70 C:0720=5 =0 AB>9=>AB 157 >3@0=8G5=85. H @>3=>78@0=5B> =0 2@5<528 A5@88 =5 A5 ?>44J@60 >B 87?>;720=8O 0;3>@8BJ<. PAD "8?JB =0 S E L E C T =5 A5 ?>44J@60 70 <>45;0 8;8 AB@C:BC@0B0 " % { N a m e / } " . O 0@0<5BJ@JB 70 AJ18@0=5 =0 40==8 " % { P a r a m / } " =5 5 20;845= 70 <>45;0 " % { N a m e / } " . C 0 B078 A5A8O =5 5 704045= :0B0;>3. 0O2:0B0 =5 <>65 40 A5 87?J;=8. W P M M L 0=0;878@0=5B> 5 =5CA?5H=> =0 @54 % { L i n e / } , :>;>=0 % { C o l u m n / } : % { s t r M e s s a g e / } W >45;JB 70 AJ18@0=5 =0 40==8 =5 <>65 40 A5 0=0;878@0 ?>@048 =5?@028;=> D>@<C;8@0= P M M L . � !B@C:BC@0B0 % { n a m e / } 5 AJ74045=0 >B P M M L <>45;. "078 >?F8O 70 >1@01>B20=5 =5 <>65 40 A5 ?@8;>68 :J< 1078@0=8 =0 P M M L AB@C:BC@8. � "8?JB =0 40==8B5 =0 :>;>=0B0 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r u c t u r e / } . % { d m s c o l u m n / } =5 AJ>B25BAB20 =0 B8?0 >12J@720=5. � "8?JB =0 40==8B5 =0 :>;>=0B0 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r u c t u r e / } . % { d m s c o l u m n / } B@O120 40 5 F8D@>2, BJ9 :0B> 5 A =5?@5:JA=0B B8? AJ4J@60=85 ( C o n t e n t 5 704045=> =0 C o n t i n u o u s , K e y T i m e 8;8 K e y S e q u e n c e ) . � <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } :>;>=0B0 % { c o l n a m e / } B@O120 40 5 >B =5?@5:JA=0B B8?, BJ9 :0B> <C 5 704045= D;03 70 <>45;8@0=5 R E G R E S S O R . ; ;3>@8BJ<JB =5 ?>44J@60 :>;>=0B0 K E Y T I M E 8;8 K E Y S E Q U E N C E . � ;3>@8BJ<JB 878A:20 =09- <0;:> 548= ?@>3=>75= 0B@81CB. 5 5 >B:@8B =8B> 548= ?@>3=>75= 0B@81CB 2 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . � !0<> :>;>=0 =0 2;>65=0 B01;8F0 A :>;>=0 K E Y S E Q U E N C E <>65 40 A5 87?>;720 2J2 DC=:F8O 70 ?@>3=>78@0=5 =0 ?>@548F8. @5H:0B0 5 2J7=8:=0;0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � !0<> :>;>=0 >B =09- 3>@=> =82> 8;8 :>;>=0 =0 2;>65=0 B01;8F0 A :>;>=0 K E Y T I M E <>65 40 A5 87?>;720 2J2 DC=:F8O 70 ?@>3=>78@0=5 =0 2@5<528 A5@88. 6. @54 % d { L i n e / } 2 :>;>=0 % d { C o l u m n / } . � 0@0<5BJ@JB P E R I O D I C I T Y _ H I N T 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } =5 5 20;845=. P E R I O D I C I T Y _ H I N T B@O120 40 5 { n 1 , n 2 , n 3 . . . } , ?@8 :>5B> n 5 ?>- 3>;O<> >B 0 C 5 A0 C:070=8 A;CG08 2 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . [ 01>@JB A;CG08 2J2 2@5<520B0 A5@8O B@O120 40 5 @07?@JA=0B, :>30B> AJ4J@60 A0<> 548= A;CG09. f >;>=0B0 % { c o l u m n / } =0 <>45;0 % { N a m e / } AJ4J@60 B8? AJ4J@60=85, :>9B> =5 A5 ?>44J@60 >B 0;3>@8BJ<0. u >;>=0B0 " % { c o l u m n / } " =0 <>45;0 " % { N a m e / } " AJ4J@60 D;030 70 <>45;8@0=5 " % { f l a g / } " , :>9B> =5 A5 ?>44J@60 >B 0;3>@8BJ<0X =0 C:070=8O :;JAB5@ 5 872J= 480?07>=0 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . d D I S T I N C T =5 5 @07@5H5=> 2 B8?0 =0 8=AB@C:F8OB0 S E L E C T , >B:@8B0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � 0@0<5BJ@JB O P T M I Z E D _ P R E D I C T I O N _ C O U N T 70 <>45;0 " % { m o d e l n a m e / } " =5 A5 ?>44J@60. O P T M I Z E D _ P R E D I C T I O N _ C O U N T B@O120 40 5 <564C 0 8 5 0 . ^ 5?>44J@60=0 :;0C70 S E T A5 ?>:0720 2 8=AB@C:F8OB0 U P D A T E =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . 4 P R E D I C T I O N J O I N =5 A5 ?>44J@60 70 <>45;0 % { N a m e / } . � !0<> 2;>65=0 2 B01;8F0 :>;>=0 A :>;>=0 K E Y 5 @07@5H5=0 2J2 DC=:F8O 70 ?@>3=>78@0=5 =0 A2J@720=5. 6. @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . V !?5F80;=0 2@J7:0, C:070=0 2 :;0C78B5 O P E N R O W S E T , =5 <>65 40 A5 87?>;720 2 B>78 AJ@2J@. c ">78 AJ@2J@ 5 :>=D83C@8@0= 40 ?>44J@60 4>AB02G8:0 " % { P r o v i d e r / } " , 87?>;720= 2 :;0C70B0 O P E N R O W S E T . | 0@0<5BJ@JB M A X I M U M _ S T A T E S 70 <>45;0 % { m o d e l n a m e / } =5 A5 ?>44J@60. M A X I M U M _ S T A T E S B@O120 40 5 0 , 2 8;8 =09- <=>3> % d { M a x / } . 8 J7=8:=0 3@5H:0 ?> 2@5<5 =0 AJ74020=5 =0 2JB@5H5= >15:B. v 0@0<5BJ@JB C O M P L E X I T Y _ P E N A L T Y 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } =5 5 20;845=. "@O120 40 5 ?>- <0;:> >B 1 . s 0@0<5BJ@JB M I N _ L E A F _ C A S E S 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } =5 5 20;845=. 5 <>65 40 5 ?>- <0;:> >B 1 . a >45;JB 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } ?@85<0 A0<> =5?@5:JA=0B8 0B@81CB8 :0B> 2E>4=8 40==8. � <>45;0 % { m o d e l n a m e / } 8<0 =548A:@5B5= 0B@81CB =0 2J75; >B ?>@548F0. ;3>@8BJ<JB M i c r o s o f t S e q u e n c e C l u s t e r i n g 878A:20 B>78 0B@81CB 40 5 >B B8? D i s c r e t e . PA� 078@0=0B0 =0 P M M L AB@C:BC@0 70 AJ18@0=5 =0 40==8 " % { n a m e / } " <>65 40 A5 ?@><5=8 A0<> 70 4>102O=5 =0 >12J@720=8O :J< 40==8B5. 5 A5 ?>44J@60B 4@C38 >?F88 70 ?@><O=0 =0 AB@C:BC@0B0. � 078@0=0B0 =0 P M M L AB@C:BC@0 70 AJ18@0=5 =0 40==8 8;8 <>45;JB A 8<5 " % { n a m e / } " =5 <>65 40 A5 >1@01>B8 A =5AJ>B25BAB20I8 >12J@720=8O� >45;JB 70 AJ18@0=5 =0 40==8 % { n a m e / } 25G5 5 >1CG5= 8 =5 ?>44J@60 ?>ABJ?:>2> 0:BC0;878@0=5. @548 40 87?>;720B5 8=AB@C:F8OB0 I N S E R T I N T O , 87?>;7209B5 D E L E T E F R O M < o b j e c t > . | @>OB =0 C:070=8B5 :>;>=8 =5 AJ2?040 A 1@>O =0 :>;>=8B5 2 <>45;0 70 AJ18@0=5 =0 40==8 8;8 2J2545=8B5 :>;>=8 2 =01>@0 @54>25. � 0@0<5BJ@JB H I S T O R I C _ M O D E L _ C O U N T 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } 5 =520;845=. @>OB =5 B@O120 40 5 >B@8F0B5;5= 8 =5 <>65 40 5 ?>25G5 >B 1 0 0 . 7?>;7209B5 0 70 35=5@8@0=5 =0 =5E@>=>;>38G5= <>45;. � 0@0<5BJ@JB H I S T O R I C _ M O D E L _ G A P 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } 5 =520;845=. =B5@20;JB <564C <>45;8B5 70 AJ18@0=5 =0 40==8 B@O120 40 5 ?>- 3>;O< >B 0 . !B>9=>ABB0 =0 ?0@0<5BJ@0 =5 5 5D5:B82=0, 0:> H I S T O R I C _ M O D E L _ C O U N T 5 0 . � 5A8=E@>=878@0=8 2@5<528 :;59<0, 70?>G20I8 AJA A5@8OB0 % { c o l u m n / } =0 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . A8G:8 2@5<528 A5@88 B@O120 40 702J@H20B A 548= 8 AJI 7=0: 70 2@5<5 8 =5 <>65 40 8<0B ?@>872>;=> ;8?A20I8 B>G:8 >B 40==8. 04020=5B> =0 ?0@0<5BJ@0 M I S S I N G _ V A L U E _ S U B S T I T U T I O N =0 P r e v i o u s 8;8 =0 F8D@>20 :>=AB0=B0 02B><0B8G=> I5 :>@838@0 ;8?A20I8B5 B>G:8 >B 40==8, :J45B> 5 2J7<>6=>. B !0<> 54=0 :>;>=0 <>65 40 A5 ?>A>G8 2 8=AB@C:F8OB0 S E L E C T D I S T I N C T . � >;>=0 A 2J75; =0 ?>@548F0 =5 5 >B:@8B0 2 <>45;0 % { m o d e l n a m e / } . ;3>@8BJ<JB M i c r o s o f t S e q u e n c e C l u s t e r i n g 878A:20 2;>65=0 B01;8F0, AJ4J@60I0 :>;>=8 A :;NG =0 ?>@548F0 8 2J75; =0 ?>@548F0. @ ;3>@8BJ<JB 70 <>45;0 " % { m o d e l n a m e / } " =5 ?>44J@60 45B09;878@0=5. � 0@0<5BJ@JB H O L D O U T _ P E R C E N T A G E 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } 5 =520;845=. H O L D O U T _ P E R C E N T A G E B@O120 40 5 ?>- 3>;O<> >B 0 8 ?>- <0;:> >B 1 0 0 . � 0@0<5BJ@JB M A X I M U M _ C L U S T E R _ C O U N T 5 >B@8F0B5;5= 2 <>45;0 " % { m o d e l n a m e / } " =0 M i c r o s o f t S e q u e n c e C l u s t e r i n g . M A X I M U M _ C L U S T E R _ C O U N T B@O120 40 5 ?>;>68B5;=0 AB>9=>AB 8;8 0 . � 0@0<5BJ@JB M I N I M U M _ S U P P O R T 5 >B@8F0B5;=> G8A;> 2 <>45;0 " % { m o d e l n a m e / } " =0 M i c r o s o f t S e q u e n c e C l u s t e r i n g . M I N I M U M _ S U P P O R T B@O120 40 5 ?>;>68B5;=0 AB>9=>AB 8;8 0 . n !B>9=>ABB0 70 ?0@0<5BJ@0 M A X I M U M _ S T A T E S 5 =520;84=0 2 <>45;0 " % { m o d e l n a m e / } " =0 M i c r o s o f t S e q u e n c e C l u s t e r i n g . x !B>9=>ABB0 70 ?0@0<5BJ@0 M A X I M U M _ S E Q U E N C E _ S T A T E S =5 5 20;84=0 2 <>45;0 " % { m o d e l n a m e / } " =0 M i c r o s o f t S e q u e n c e C l u s t e r i n g . "8?JB =0 40==8B5 =0 >12J@720=5 A 2J=H5= :;NG ( o r d i n a l = % { i O r d i n a l / } ) 70 2;>65=0B0 B01;8F0 " % { t a b l e c o l u m n / } " =5 AJ>B25BAB20 =0 B8?0 =0 40==8B5 =0 >12J@720=5B> AJA AJ>B25B=8O :;NG 70 :;NG0 =0 @538ABJ@0 " % { c a s e k e y c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " . PA� =AB@C:F8OB0 I N S E R T I N T O <>65 40 A5 87?>;720 A0<> 70 <>45;8 70 AJ18@0=5 =0 40==8, :>8B> =O<0B A@>4=8 5;5<5=B8 2 AJI0B0 AB@C:BC@0 70 AJ18@0=5 =0 40==8. ?8B09B5 40 87?>;720B5 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 I N S E R T I N T O � @5?@0B:0 :J< =5?@5:JA=0B0 :>;>=0 =0 :;NG ( K E Y T I M E , K E Y S E Q U E N C E ) =5 A5 ?>44J@60 2 8=AB@C:F8O S E L E C T D I S T I N C T =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � 0O25=> 5 ?@>3=>78@0=5 =0 2@5<520 A5@8O A =0G0;5= G0A, :>9B> 5 ?@548 2JB@5H=8B5 <>45;8 =0 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } , C:070= 2 ?0@0<5B@8B5 H I S T O R I C _ M O D E L _ G A P 8 H I S T O R I C _ M O D E L _ C O U N T , :>5B> <>65 40 A5 >1@01>B8. � 15:BJB " % { n a m e / } " =5 <>65 40 A5 >1@01>B8 A C:070=8B5 >12J@720=8O ( AB@C:BC@0B0 =0 2JB@5H=8B5 >15:B8 I5 A5 ?@><5=8) . =AB@C:F8O A L T E R <>65 40 A5 87?>;720 70 ?@><O=0 =0 >12J@720=8OB0 ?@548 >1@01>B20=5. h ?@545;5=0 5 AB@C:BC@0 =0 2@5<520 A5@8O 157 :>;>=0 K e y T i m e . "@O120 40 A5 >?@545;8 54=0 :>;>=0 K e y T i m e . � >;>=0B0 K e y T i m e =0 2@5<520B0 A5@8O 5 A =520;845= B8? =0 40==8B5. >;>=0B0 K e y T i m e B@O120 40 5 >B F8D@>2 B8? =0 40==8B5 8;8 B8? =0 40==8B5 A 40B0/ G0A/ 2@5<52> :;59<>. u D a t a S o u r c e I D 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { n a m e / } " =0 O L A P B@O120 40 5 704045= =0 B5:CI0B0 1070 40==8 ( " . " ) . � >;>=8B5 K E Y S E Q U E N C E =5 A5 ?>44J@60B =0 =82>B> =0 @538ABJ@0. >;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " AJ4J@60 =520;84=> AJ4J@60=85. � 15:BJB " % { m o d e l / } " =5 AJ4J@60 A;CG08. %@0=8;8I5B> 70 45B09;878@0=5 5 ?@07=>, BJ9 :0B> 871@>O20=5B> =0 P r o c e s s T y p e 5 704045=> =0 P r o c e s s C l e a r S t r u c t u r e O n l y 8;8 8=AB@C:F8OB0 D M X D E L E T E 5 87B@8;0 E@0=8;8I5B>. � >;>=0B0 " % { c o l u m n / } " =5 ?>44J@60 8=AB@C:F8OB0 D M X , I N S E R T I N T O < m o d e l > . C O L U M N _ V A L U E S . !0<> :>;>=8B5 D I S C R E T E 8 D I S C R E T I Z E D ?>44J@60B B078 >?5@0F8O. s !B@C:BC@0B0 " % { n a m e / } " =5 AJ4J@60 >12J@720=8O A 40==8 ( 8;8 AJ4J@60 =520;84=8 >12J@720=8O) 8 =5 <>65 40 A5 >1@01>B8. u AB@C:BC@0B0 " % { p a r e n t S t r u c t / } " :>;>=0B0 " % { n a m e / } " =5 AJ4J@60 20;84=8 >12J@720=8O A 40==8 8 =5 <>65 40 A5 >1@01>B8. Z !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " 8<0 <=>3> :>;>=8 =0 :;NG>25 =0 54=> =82>. � 4 =0 873;540 =0 87B>G=8: =0 40==8 " % { d a t a s o u r c e v i e w / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { n a m e / } " =5 >B3>20@O =0 AJI5AB2C20I 873;54 =0 87B>G=8: =0 40==8 2 1070B0 40==8. ^ =AB@C:F8OB0 D I S C R E T I Z E D <>65 40 A5 87?>;720 A0<> 70 F8D@>28 :>;>=8 [ >;>=0= " % { C o l u m n N a m e / } " ] . n 0@0<5BJ@JB C L U S T E R _ S E E D 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. C L U S T E R _ S E E D B@O120 40 5 ?>;>68B5;=0 AB>9=>AB. 2 0?075=8OB D09; " % { n a m e / } " =5 <>65 40 1J45 >B:@8B. P J7=8:=0;0 5 3@5H:0 ?> 2@5<5 =0 ?@>G8B0=5 =0 A;CG08B5 8;8 >?5@0F8OB0 5 >B<5=5=0. � @5H:0 2 I N S E R T I N T O : >;>=0B0 =0 :;NG0 >B 2;>65=0B0 B01;8F0 " [ % { t a b l e / } ] . [ % { c o l u m n / } ] " =5 5 A2J@70=0 A 2E>4OI0 :>;>=0 =0 =01>@ @54>25. � 0@0<5BJ@JB M A X I M U M _ B U C K E T S _ F O R _ C O N T I N U O U S _ S P L I T 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ B U C K E T S _ F O R _ C O N T I N U O U S _ S P L I T B@O120 40 5 ?>- 3>;O<> >B 0 8 ?>- <0;:> >B % d { M a x / } . J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1@01>B20=5 =0 87<5@5=85B> 70 AJ18@0=5 =0 40==8 " % { d i m e n s i o n / } " A <>45;0 70 AJ18@0=5 =0 40==8 =0 87B>G=8:0 " % { m i n i n g m o d e l / } " . ;3>@8BJ<JB =0 <>45;0 =0 87B>G=8:0 2J@=0 8=D>@<0F8O 70 AJ4J@60=85 =0 87<5@5=85 70 AJ18@0=5 =0 40==8, :>OB> 5 =520;84=0. � 0@0<5BJ@JB M A X I M U M _ I N P U T _ A T T R I B U T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ I N P U T _ A T T R I B U T E S B@O120 40 5 =09- <0;:> 0 8 =09- <=>3> % d { M a x / } . � 0@0<5BJ@JB M A X I M U M _ O U T P U T _ A T T R I B U T E S 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M A X I M U M _ O U T P U T _ A T T R I B U T E S B@O120 40 5 =09- <0;:> 0 8 =09- <=>3> % d { M a x / } . w 0@0<5BJ@JB M A X I M U M _ S T A T E S 70 <>45;0 % { m o d e l n a m e / } =5 5 20;845=. M A X I M U M _ S T A T E S B@O120 40 5 0 8;8 <564C 2 8 % d { M a x / } . c 0@0<5BJ@JB S A M P L E _ S I Z E 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. S A M P L E _ S I Z E B@O120 40 5 =09- <0;:> 0 . o 0@0<5BJ@JB H I D D E N _ N O D E _ R A T I O 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. H I D D E N _ N O D E _ R A T I O B@O120 40 5 =09- <0;:> 0 . r 0@0<5BJ@JB H O L D O U T _ T O L E R A N C E 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. H O L D O U T _ T O L E R A N C E B@O120 40 5 ?>- 3>;O<> >B 0 . n 0@0<5BJ@JB B R E N T _ T O L E R A N C E 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. B R E N T _ T O L E R A N C E B@O120 40 5 ?>- 3>;O<> >B 0 . n 0@0<5BJ@JB M I N I M U M _ S U P P O R T 70 <>45;0 % { m o d e l n a m e / } 5 =520;845=. M I N I M U M _ S U P P O R T B@O120 40 5 ?>- 3>;O<> >B 0 . =AB@C:F8OB0 =5 A5 ?>44J@60. r ;3>@8BJ<JB 70 AJ18@0=5 =0 40==8 " % { A l g o N a m e / } " =5 5 4>ABJ?5= 70 87?>;720=5 A ;>:0;=8 <>45;8 70 AJ18@0=5 =0 40==8. d ;3>@8BJ<JB 70 AJ18@0=5 =0 40==8, 87?>;720= >B <>45;0 % { M o d e l N a m e / } , =5 5 4>ABJ?5= 70 B078 2@J7:0. � >AB02G8:JB =0 0;3>@8B<8 70 0;3>@8BJ<0 70 AJ18@0=5 =0 40==8 " % { A l g o N a m e / } " =5 <>65 40 A5 AJ74045 =53>28OB P r o g I D ;8?A20 2 :>=D83C@0F8>==8O D09; =0 AJ@2J@0. � #A;C30B0 " % { S e r v i c e N a m e / } " , 2J@=0B0 >B 0;3>@8BJ<0 70 AJ18@0=5 =0 40==8 " % { P r o g I D / } " , =5 AJ>B25BAB20 =0 =59=8O 0;3>@8BJ< " % { A l g o N a m e / } " 2 :>=D83C@0F8>==8O D09; =0 AJ@2J@0. � $C=:F88B5 I s I n N o d e 8 I s D e s c e n d a n t B@O120 40 A5 87?>;720B A0<> 254=J6 8 =5 B@O120 40 A5 87?>;720 >?5@0B>@ O R 7054=> A BOE =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . ^ 728:20=5B> =0 DC=:F8OB0 % { F u n c t i o n N a m e / } =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } =5 5 20;84=>. � $C=:F8OB0 % { F u n c t i o n N a m e / } , C:070=0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } =5 5 >?@545;5=0 >B ?>B@518B5;O DC=:F8O ( U D F ) 8;8 ?5@A>=0;878@0= DC=:F8O, ?>44J@60=0 >B 0;3>@8BJ<0 =0 4>102:0B0. � >AB02G8:JB =0 0;3>@8B<8 70 0;3>@8BJ<0 70 AJ18@0=5 =0 40==8 % { A l g o N a m e / } =5 ?>:0720 704J;68B5;5= 8=B5@D59A 70 ?5@A>=0;878@0=8 DC=:F88. � !0<> ?>AB>O=5= 87@07 5 @07@5H5= 70 0@3C<5=B0 " % { A r g u m e n t I n d e x / } " =0 DC=:F8OB0 " % { F u n c t i o n N a m e / } " =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � !0<> ?@5?@0B:0 :J< A:0;0@=0 :>;>=0 5 @07@5H5=0 70 0@3C<5=B0 % { A r g u m e n t I n d e x / } =0 DC=:F8OB0 % { F u n c t i o n N a m e / } =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � !0<> ?@5?@0B:0 :J< :>;>=0 >B B01;8F0 5 @07@5H5=0 70 0@3C<5=B0 " % { A r g u m e n t I n d e x / } " =0 DC=:F8OB0 " % { F u n c t i o n N a m e / } " =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � 520;845= B8? AB>9=>AB 5 C:070= 70 0@3C<5=B0 " % { A r g u m e n t I n d e x / } " =0 DC=:F8OB0 " % { F u n c t i o n N a m e / } " =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . e @54>AB025=8 A0 B2J@45 <=>3> 0@3C<5=B8 8;8 D;03>25 70 DC=:F8OB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . B 58725AB5= D;03 70 DC=:F8OB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . "@O120 40 A5 ?@54>AB02OB 704J;68B5;=8 ?0@0<5B@8 =0 DC=:F8OB0 ?@548 D;03>25B5 70 DC=:F8OB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . \ @5H:0 ?@8 >F5=O20=5B> =0 DC=:F8OB0 % { F u n c t i o n N a m e / } =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . PA� 520;845= D;03 70 <>45;8@0=5 " % { F l a g N a m e / } " 70 :>;>=0B0 =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { C o l u m n N a m e / } " . !?5F80;=8 D;03>25 70 <>45;8@0=5 =0 0;3>@8B<8 <>65 40 A5 87?>;720B A0<> A :>;>=8 =0 <>45;8 70 AJ18@0=5 =0 40==8. v >;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " AJ4J@60 ?>25G5 >B 54=0 :;0A8D8F8@0=0 :>;>=0. � >;>=0B0 % { c o l u m n / } =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r u c t u r e / } B@O120 40 5 48A:@5B=0, BJ9 :0B> 5 :;0A8D8F8@0=0 >B 4@C30 :>;>=0. � >;>=0B0 % { c l a s s i f i e d c o l u m n / } =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r u c t u r e / } B@O120 40 5 48A:@5B=0, BJ9 :0B> 5 :;0A8D8F8@0=0 >B :>;>=0B0 % { c o l u m n / } . � =0 % { c l a s s i f i e d c o l u m n / } C l a s s i f i e d C o l u m n , C:070= ?>4 :>;>=0B0 % { c o l u m n / } =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r u c t u r e / } , =5 AJI5AB2C20. ~ 0@0<5BJ@JB F O R C E _ R E G R E S S O R 70 <>45;0 " % { m o d e l n a m e / } " 5 =520;845=. >;>=0B0 " % { s t r P a r a m N a m e / } " B@O120 40 5 2E>4OI0 8 @53@5A>@. V G R O U P B Y =5 A5 ?>72>;O20 2 B8?0 B2J@45=85 S E L E C T =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . W J O I N =5 5 @07@5H5=> 2 B8?0 =0 8=AB@C:F8OB0 S E L E C T =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � >AB02G8:JB, 87?>;720= >B 87B>G=8:0 =0 40==8 " % { d a t a s o u r c e _ n a m e / } " , ?>A>G5=0 2 :;0C70B0 O P E N Q U E R Y =5 <>65 40 A5 87?>;720 >B B>78 5:75<?;O@. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 4>ABJ? 4> ?>A>G5=0B0 AB@C:BC@0 70 AJ18@0=5 =0 40==8 % { s t r N a m e / } 8;8 >15:BJB =5 AJI5AB2C20. h =AB@C:F8OB0 E X P O R T =5 A5 ?>44J@60 70 AB@C:BC@8B5 70 AJ18@0=5 =0 40==8 =0 O L A P , :0B> =0?@8<5@ % { N a m e / } q !J@2J@JB 4>AB83=0 ;8<8B >B ( % d { c M a x Q u e r i e s / } ) 70 CA?>@54=8 70O2:8 70 AJ18@0=5 =0 40==8. ?8B09B5 70O2:0B0 >B=>2>. i >;>=0 =0 3;020 =5 A5 ?>44J@60 70 ?0@0<5B@8 8;8 2J@=0B0 AB>9=>AB =0 U D F =0 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . t $C=:F8OB0, 45D8=8@0=0 >B ?>B@518B5;O ( U D F ) , 2J@=0 =5?>A;54>20B5;5= 1@>9 :>;>=8 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . 8 " % { s t r A t t r N a m e / } " =5 5 20;84=> ?>:0720=> 8<5 =0 0B@81CB. � D i s c r e t i z a t i o n M e t h o d / D i s c r e t i z a t i o n B u c k e t C o u n t =5 <>65 40 A5 C:065 70 :>;>=0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =5 5 48A:@5B878@0=. � >;>=0B0 >B AB@C:BC@0B0 =0 87B>G=8:0 " % { s t r u c t u r e C o l / } " 70 :>;>=0B0 >B <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l C o l / } " =5 5 B01;8F0 8;8 =5 AJ4J@60 2;>65=8 :>;>=8. k >;>=0B0 >B B01;8F0B0 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =O<0 4JI5@=8 :>;>=8. � #:070=8OB 0;3>@8BJ< =5 <>65 40 >1@01>B20 :>;>=8 =0 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } AJA AJ4J@60=85 >B B8?0 P r o b a b i l i t y . [ >;>=0 = % { C o l u m n N a m e / } ] . � ;3>@8BJ<JB =0 C:070=0B0 :>;>=0 =5 <>65 40 >1@01>B20 :>;>=8 >B <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } AJA AJ4J@60=85 >B B8?0 S u p p o r t . [ >;>=0 = % { C o l u m n N a m e / } ] . � #:070=8OB 0;3>@8BJ< =5 <>65 40 >1@01>B20 :>;>=8 >B <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } AJA AJ4J@60=85 >B B8?0 P r o b a b i l i t y V a r i a n c e . [ >;>=0 = % { C o l u m n N a m e / } ] . � #:070=8OB 0;3>@8BJ< =5 <>65 40 >1@01>B20 :>;>=8 >B <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } AJA AJ4J@60=85 >B B8?0 P r o b a b i l i t y S t d d e v . [ >;>=0 = % { C o l u m n N a m e / } ] . � #:070=8OB 0;3>@8BJ< =5 <>65 40 >1@01>B20 :>;>=8 >B <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } AJA AJ4J@60=85 >B B8?0 S t d d e v . [ >;>=0 = % { C o l u m n N a m e / } ] . � #:070=8OB 0;3>@8BJ< =5 <>65 40 >1@01>B20 :>;>=8 >B <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } AJA AJ4J@60=85 >B B8?0 V a r i a n c e . 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AJ4J@60=85 5 704045= =0 D a t e , B@O120 AJI> 40 A5 704045 =0 D a t e . � <?>@B8@0=5B> =5 <>65 40 A5 702J@H8, BJ9 :0B> >15:B A 8<5 " % { o b j e c t n a m e / } " 8;8 A " % { o b j e c t i d / } " 25G5 AJI5AB2C20 2 1070B0 40==8 70 <5AB>=07=0G5=85. | !B>9=>ABB0 " % { v a l u e / } " =5 <>65 40 A5 :>=25@B8@0 2 B8?0 =0 40==8 =0 :>;>=0B0 >B <>45;0 70 AJ18@0=5 =0 40==8 " % { c o l u m n n a m e / } " . � <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l n a m e / } " D;03JB 70 <>45;8@0=5 M O D E L _ E X I S T E N C E _ O N L Y =5 5 @07@5H5= 2 :>;>=0B0 =0 :;NG0 " % { c o l n a m e / } " . Q @5H:0 ?@8 ?@>25@:0B0 =0 0B@81CB8 70 <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l n a m e / } " . � !B>9=>ABB0, C:070=0 70 ?0@0<5BJ@0 M I N I M U M _ D E P E N D E N C Y _ P R O B A B I L I T Y =0 <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l n a m e / } " =5 5 20;845=. 0@0<5BJ@JB M I N I M U M _ D E P E N D E N C Y _ P R O B A B I L I T Y B@O120 40 5 704045= =0 AB>9=>AB, ?>- 3>;O<0 >B 0 , 0 8 ?>- <0;:0 >B 1 , 0 . � 7<5@5=85B> " % { d i m e n s i o n i d / } " , ?>A>G5=> 2 >12J@720=5B> 70 AB@C:BC@0B0 =0 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } =0 O L A P , =5 AJI5AB2C20. � @C?0B0 <5@:8 " % { m g i d / } " , ?>A>G5=0 2 >12J@720=5B> 70 :>;>=0B0 70 AJ18@0=5 =0 40==8 " % { c o l u m n / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =0 O L A P , =5 AJI5AB2C20. � 12J@720=5B> =0 O L A P =0 2;>65=0B0 B01;8F0 " % { c o l u m n / } " B@O120 40 A>G8 :J< AJI8O :C1 :0B> >12J@720=5B> =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t / } " . � O@:0B0 " % { m i d / } " , ?>A>G5=0 2 >12J@720=5B> 70 :>;>=0B0 >B AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =0 O L A P A 8<5 " % { c o l u m n / } " , =5 AJI5AB2C20. � 0@0<5BJ@JB M I S S I N G _ V A L U E _ S U B S T I T U T I O N 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } 5 =520;845=. >44J@60=8B5 >?F88 A0 N o n e , P r e v i o u s 8;8 F8D@>20 AB>9=>ABp !0<> =5>B@8F0B5;=0 :>=AB0=B0, :>OB> 5 FO;> G8A;>, A5 @07@5H020 70 T O P 87@07 2 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . U !0<> 548= 87@07 70 @54 5 @07@5H5= 70 87@070 T O P =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � 01>@JB 70 >1CG5=85 5 B2J@45 <0;J: 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . @>OB =0 A;CG08B5 70 >1CG5=85 B@O120 40 5 ?>- 3>;O< >B AB>9=>ABB0 M I N I M I U M _ C L U S T E R _ C A S E S . � @5H:0 ?@8 0=0;878@0=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . 04J;68B5;5= 0B@81CB % { a t t r / } =5 5 >B:@8B 70 5B8:5B0 % { t a g / } � @5H:0 ?@8 0=0;878@0=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . JI5@=8OB 5B8:5B % { c h i l d / } 5 704J;68B5;5=, => =5 5 >B:@8B 2 @>48B5;A:8O 5B8:5B % { p a r e n t / } 8;8 =5 5 20;845=. � @5H:0 ?@8 AJ3;0AC20=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . 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F >45;JB 2 4>:C<5=B0 P M M L 2 . 1 87?>;720 0;3>@8BJ<, :>9B> =5 A5 ?>44J@60. � @5H:0 ?@8 AJ3;0AC20=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . 5G5 5 45:;0@8@0= >15:B % { t a g / } AJA AJI>B> 8<5 ( % { n a m e / } ) . � @5H:0 ?@8 AJ3;0AC20=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . 15:B >B B8?0 % { t a g / } , 845=B8D8F8@0= >B % { n a m e / } , 5 ?>A>G5=, 157 40 5 ?@5420@8B5;=> 45:;0@8@0=. m @5H:0 ?@8 0=0;878@0=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . B:@8B 5 =520;845= :><?0:B5= <0A82. � @5H:0 ?@8 AJ3;0AC20=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . =B5@20; A5 ?>44J@60 A0<> 70 =5?@5:JA=0B8 ?>;5B0 A 40==8 8 B@O120 40 AJ4J@60 =09- <0;:> 54=> ?>;5. � @5H:0 ?@8 0=0;878@0=5 =0 P M M L 2 . 1 ( @54 % { L i n e / } , :>;>=0 % { C o l u m n / } ) . 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D i s c r S t a t s A5 ?>44J@60 A0<> 70 48A:@5B=8 8;8 48A:@5B878@0=8 ?>;5B0 70 40==8. � 520;845= =04?8A =0 :;JAB5@ 70 ?>@548F0 5 ?>4045= 2J2 DC=:F8OB0 C l u s t e r M e m b e r s h i p , ?@8;>65=0 :J< <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . � 0@0<5BJ@JB M I S S I N G _ V A L U E _ S U B S T I T U T I O N 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } 8<0 =520;84=0 AB>9=>AB. 0;84=8B5 =0AB@>9:8 A0 N o n e , P r e v i o u s 8;8 F8D@>20 AB>9=>AB. � 520;845= A;CG09 5 ?>4045= :J< DC=:F8OB0 G e t L a g ( ) , 87?>;720=0 A <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l n a m e / } " . >45;JB =0 2@5<520 A5@8O 878A:20 2@5<52> :;59<> 2J2 2A5:8 A;CG09. � B:@8B 5 =520;845= C=8:0;5= =0 2J75;0 =0 2@5<520B0 A5@8O 2 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . #25@5B5 A5, G5 C=8:0;=8B5 =0 2J7;8 A0 AJ3;0AC20=8 A ?>;CG5=8B5 ?@8 >B:@820=5B> =0 AJ4J@60=85. 2 "2J@45 <=>3> 0B@81CB8 70 ?@51@>O20=5 =0 :>@5;0F88. � 3@0=8G5=85B> 70 2@5<5 =0 87G0:20=5 70 70O2:0B0 70 ?@>3=>78@0=5 5 B2J@45 <0;:> 70 B078 70O2:0 70 ?@>3=>78@0=5 =0 2@5<520B0 A5@8O, 1078@0=0 =0 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . B =0 A2>9AB2>B> =0 C:070=8O 2J75; 5 =520;845= 8;8 =5 A5 ?>44J@60. � B:@8B 5 =5?@028;5= 2E>4OI A;CG09 A <=>3> ?>A;54>20B5;=8 ?>2B>@5=8O =0 2J7;8 =0 ?>@548F8 ?@8 >1@01>B20=5 =0 40==8B5 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . � B:@8B 5 =5?@028;5= 2E>4OI A;CG09. 0==8B5 70 2J75;0 =0 ?>@548F0B0 =5 A0 >B:@8B8, :J45B> A0 >G0:20=8 2J2 2E>4OI8O A;CG09 ?> 2@5<5 =0 >1@01>B20=5 =0 40==8B5 70 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . c @5H:0 ?@8 >F5=O20=5B> =0 DC=:F8O, 45D8=8@0=0 >B ?>B@518B5;O, =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � 5 A0 45D8=8@0=8 =5:;NG>28 :>;>=8 2 <>45;0 70 AJ18@0=5 =0 40==8 70 2@5<520 A5@8O % { m o d e l n a m e / } . !;54>20B5;=> =5 <>30B 40 A5 872;5:0B =8:0:28 40==8 70 0=0;87. � > 2@5<5 =0 87?>;720=5B> =0 8=AB@C:F8OB0 I N S E R T I N T O 70 >1CG5=85 =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " :>;>=0B0 >B 2;>65=0B0 B01;8F0 " % { c o l u m n / } " 5 >3@0=8G5=0 >B A:0;0@=0 :>;>=0 2J2 2E>4=8O =01>@ @54>25. * @>F5A>@JB =0 A;CG08 >B:@820 ?>2B0@OI8 A5 AB>9=>AB8 70 K e y T i m e ( 2@5<528 :;59<0) , ?@8;>68<8 :J< AJI0B0 2@5<520 A5@8O, ?> 2@5<5 =0 >1@01>B20=5 =0 40==8 =0 <>45;0 70 AJ18@0=5 =0 40==8 % { m o d e l n a m e / } . @5?>@JG8B5;=> 5 ?@5420@8B5;=> >1@01>B20=5 =0 40==8B5 70 5;8<8=8@0=5 =0 ?>2B0@OI8 A5 2@5<528 :;59<0. � <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l / } " 70O2:0B0 :J< 0B@81CB0 " % { a t t r i b u t e / } " 70 :@0B:0 AB0B8AB8:0 5 =5CA?5H=0, BJ9 :0B> 0B@81CBJB =5 5 =8B> 2E>4OI, =8B> 87E>4OI. = 0745;JB G l o b a l S t a t s =0 4>:C<5=B0 P M M L ;8?A20 8;8 5 ?>2@545=. \ !J4J@60=85B> =0 0;3>@8BJ<0 2 <>45;0 70 AJ18@0=5 =0 40==8 " % { m o d e l / } " ;8?A20 8;8 5 ?>2@545=>. � @>OB =0 >12J@720=8OB0 A 2J=H=8 :;NG>25 70 2;>65=0B0 B01;8F0 " % { t a b l e c o l u m n / } " =5 >B3>20@O =0 1@>O =0 >12J@720=8OB0 A :;NG>25 70 :;NG0 =0 @538ABJ@0 " % { c a s e k e y c o l u m n / } " >B AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " . � >45;JB 70 AJ18@0=5 =0 40==8 % { m o d e l / } 8<0 % d { c A t t r i b u t e s / } 0B@81CB0. 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">78 0;3>@8BJ< 5 A?5F80;=> :>=D83C@0F8O =0 0;3>@8BJ<0 M i c r o s o f t N e u r a l N e t w o r k , ?>;CG5= G@57 5;8<8=8@0=5 =0 A:@8B A;>9. ;3>@8BJ<JB ?>44J@60 ?@>3=>78@0=5 =0 48A:@5B=8 8 =5?@5:JA=0B8 0B@81CB8. @5A5G=0 B>G:0 5@8>48G=>AB A R M A 07;8:0 A R I M A PA { } X ` #:070=>B> AJAB>O=85 " % { S t a t e / } " =5 5 >B:@8B> 2 :>;>=0B0 " % { C o l u m n N a m e / } " =0 >15:B0 " % { O b j e c t / } " . * =D>@<0F8OB0 =5 5 =0;8G=0 70 B>20 8740=85. PA { 5 <>65 40 A5 AJ74045 =0=0AO=5 2 ?0<5BB0 70 1@>OG8B5 =0 <>=8B>@0 =0 =04564=>AB 8 ?@>872>48B5;=>AB. @>OG8B5 I5 A5 701@0=OB. ~ @>OGJB =0 <>=8B>@0 =0 =04564=>AB 8 ?@>872>48B5;=>AB =5 <>65 40 >B2>@8 =0=5A5=8O D09;, AJ4J@60I 40==8B5 70 ?@>872>48B5;=>ABB0. d 5 <>65 40 A5 872J@H8 =0=0AO=5 2 A?>45;5=8O D09; =0 ?0<5BB0, AJ4J@60I 40==8B5 >B ?@>872>48B5;=>ABB0. PAS ;NGJB 8;8 4@0925@JB 70 ?@>872>48B5;=>AB 2 A8AB5<=8O @538ABJ@ =5 <>65 40 A5 >B2>@8. � !B>9=>ABB0 =0 70?8A0 2 A8AB5<=8O @538ABJ@ 70 F i r s t C o u n t e r ?>4 70?8A0 2 A8AB5<=8O @538ABJ@ 70 P e r f o r m a n c e 70 5:75<?;O@0 =5 <>65 40 A5 ?@>G5B5. � !B>9=>ABB0 =0 70?8A0 F i r s t H e l p 2 A8AB5<=8O @538ABJ@ ?>4 70?8A0 P e r f o r m a n c e 2 A8AB5<=8O @538ABJ@ 70 5:75<?;O@0 =5 <>65 40 A5 ?@>G5B5. � !B>9=>ABB0 =0 70?8A0 L a s t C o u n t e r 2 A8AB5<=8O @538ABJ@ ?>4 70?8A0 P e r f o r m a n c e 2 A8AB5<=8O @538ABJ@ 70 5:75<?;O@0 =5 <>65 40 A5 ?@>G5B5. � 80?07>=JB =0 1@>OG8B5 2 A8AB5<=8O @538ABJ@ =5 AJ>B25BAB20 =0 >G0:20=8O 480?07>= >B 1@>OG8 70 5:75<?;O@0. 0@545B5 >B=>2> D09;0 70 8=8F80;878@0=5 =0 <>=8B>@0 70 =04564=>AB 8 ?@>872>48B5;=>AB. S J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B I n i t i a l i z e S e c u r i t y D e s c r i p t o r . O J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B S e t S e c u r i t y D e s c r i p t o r D a c l G J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B O p e n P r o c e s s T o k e n . J J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B G e t T o k e n I n f o r m a t i o n . Q J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B S e t S e c u r i t y D e s c r i p t o r O w n e r . Q J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B S e t S e c u r i t y D e s c r i p t o r G r o u p . H J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B C r e a t e F i l e M a p p i n g . D J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5: 3@5H:0 >B M a p V i e w O f F i l e . PA � 015;56:0. !J@2J@JB 70 0=0;87 70?078 FO;0B0 8=D>@<0F8O 70 70I8B0, C:070=0 :0B> G0AB >B 5;5<5=B0 =0 =87 =0 2@J7:0 >B 45D8=8F8OB0 70 >15:B =0 87B>G=8: =0 40==8. j >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 4>ABJ? 4> 1070B0 40==8 % { s t r O b j e c t / } 8;8 1070B0 40==8 =5 AJI5AB2C20. k >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 ?@><5=8 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. m >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 4>ABJ? 4> >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. m >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 >1@01>B20 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. k >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 87B@820 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. p >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 AJ74020 =>2 >15:B 2 " % { s t r O b j e c t / } " 8;8 >15:BJB =5 AJI5AB2C20. } >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 872;8G0=5 =0 <5B040==8 70 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. PA^ 0 B>78 >15:B 25G5 5 AJ74045=> @07@5H5=85 70 @>;OB0 " % { s t r R o l e I D / } " 8;8 >15:BJB =5 AJI5AB2C20. o >;OB0 " % { s t r R o l e I D / } " , ?>A>G5=0 >B @07@5H5=85B> " % { s t r P e r m I D / } " , =5 AJI5AB2C20 2 1070B0 40==8 " % { s t r D B N a m e / } " . � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 2J7AB0=>2O20 1070B0 40==8 8;8 1070B0 40==8 25G5 AJI5AB2C20 8 A l l o w O v e r w r i t e =5 5 C:070=. w >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 0@E828@0 1070B0 40==8 % { s t r O b j e c t / } 8;8 1070B0 40==8 =5 AJI5AB2C20. i >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 >1548=O20 4O;0 % { s t r O b j e c t / } 8;8 4O;JB =5 AJI5AB2C20. � 72J@H5= 5 >?8B 70 ?@><O=0 =0 R o l e I D =0 @07@5H5=85B> " % { s t r P e r m I D / } " >B " % { s t r R o l e I D / } " 4> " % { s t r N e w R o l e I D / } " . R o l e I D =0 4045=> @07@5H5=85 =5 <>65 40 A5 ?@><5=O A;54 AJ74020=5 =0 @07@5H5=85B>. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 A5 01>=8@0 70 ?@>A;54O20=5B> =0 % { s t r O b j e c t / } 8;8 ?@>A;54O20=5B> =5 AJI5AB2C20. u >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 70?8A20 >1@0B=> 2 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 A8=E@>=878@0 >15:B8 2 F5;528O 5:75<?;O@ 8;8 2 5:75<?;O@0 =0 87B>G=8:0 8;8 >15:B8B5 =5 AJI5AB2C20B 2 5:75<?;O@0 =0 87B>G=8:0. } >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 872;8G0=5 =0 <5B040==8 70 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. o >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 45B09;878@0 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. h >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 G5B5=5 70 1070B0 40==8 8;8 1070B0 40==8 =5 AJI5AB2C20. o >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 70?8A20=5 2 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. N >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 872J@H20 >?5@0F8O 70 >B<O=0. J >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 8728:20 <5B>40 D i s c o v e r . m >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 ?@53;5640 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. PA, ">78 5:75<?;O@ =5 @07@5H020 0=>=8<5= 4>ABJ?. | 0O25=>B> =82> =0 70I8B0 =5 AJ>B25BAB20 =0 =5>1E>48<>B> =82> =0 70I8B0 =0 40==8B5 =0 5:75<?;O@0 70 04<8=8AB@0B82=8 >?5@0F88. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 4>ABJ? 4> 87B>G=8:0 =0 40==8 =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 % { s t r S t r u c t u r e / } 8;8 87B>G=8:JB =0 40==8 =5 AJI5AB2C20. W !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r S t r u c t u r e / } " =5 <>65 40 A5 AJ74045 8;8 >1@01>B8. O >45;JB 70 AJ18@0=5 =0 40==8 " % { s t r M o d e l / } " =5 <>65 40 A5 AJ74045 8;8 >1@01>B8. S >45; 70 AJ18@0=5 =0 40==8 =0 A5A8O B@O120 40 A5 AJ74045 2 AJI5AB2C20I0 1070 40==8. � I m p e r s o n a t i o n I n f o 70 87B>G=8:0 =0 40==8 " % { D a t a s o u r c e / } " AJ4J@60 I m p e r s o n a t i o n M o d e , :>9B> <>65 40 A5 87?>;720 A0<> >B 04<8=8AB@0B>@ =0 AJ@2J@0. � 7B>G=8:JB =0 40==8 2 B5:CI8O =01>@ >B =5AJ>B25BAB20I8 >12J@720=8O, " % { D a t a s o u r c e / } " , AJ4J@60 I m p e r s o n a t i o n M o d e , :>9B> =5 <>65 40 A5 87?>;720 >B =5AJ>B25BAB20I 87B>G=8: =0 40==8. p 7B>G=8:JB =0 40==8 " % { D a t a s o u r c e / } " AJ4J@60 I m p e r s o n a t i o n M o d e , :>9B> =5 A5 ?>44J@60 70 >?5@0F88 70 >1@01>B20=5. y >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 87G8AB20=5 =0 :5H0 =0 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. @ "5:CI0B0 >?5@0F8O =5 5 @07@5H5=0 70 >3@0=8G5=0 :;85=BA:0 2@J7:0. l 07@5H5=85 70 70?8A20=5 ( A l l o w e d ) =5 <>65 40 A5 704045, 157 @07@5H5=85B> 70 G5B5=5 40 5 704045=> =0 A l l o w e d . l >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 70:;NG20 >15:B0 % { s t r O b j e c t / } 8;8 >15:BJB =5 AJI5AB2C20. Z !0<> AJ@2J@=8B5 04<8=8AB@0B>@8 8<0B @07@5H5=85 70 4>ABJ? 4> :;NG0 70 H8D@>20=5 =0 AJ@2J@0. q #:070=>B> A2>9AB2> " % { u s e r / } " =0 E f f e c t i v e U s e r N a m e =5 5 20;845= 0:0C=B =0 ?>B@518B5;, 3@C?0, ?A524>=8< 8;8 <0H8=0v B@81CBJB " % { a t t r i b u t e / } " 2 87<5@5=85B> " % { d i m e n s i o n / } " 8<0 35=5@8@0= 87@07 70 70I8B0 =0 87<5@5=85, :>9B> 5 =520;845=. � 7<5@5=85B> @>48B5;- =0A;54=8: " % { d i m e n s i o n / } " 8<0 45D8=8@0=0 70I8B0 =0 87<5@5=85B> 2 0B@81CB0 =0 :;NG0, :>5B> =5 5 @07@5H5=>. >65B5 40 >?@545;8B5 5:2820;5=B=0 70I8B0 =0 87<5@5=85B> 2 @>48B5;A:8O 0B@81CB. \ 0O25=>B> =82> =0 70I8B0 =5 AJ>B25BAB20 =0 878A:20=>B> =82> =0 70I8B0 =0 40==8B5 =0 AJ@2J@0. = 07@5H5=85B>, =5>1E>48<> 70 B078 >?5@0F8O, =5 5 ?@54>AB025=>. � 070B0 40==8 " % { D a t a b a s e / } " =5 AJ4J@60 I m p e r s o n a t i o n m o d e 8;8 I m p e r s o n a t i o n M o d e , :>9B> =5 A5 ?>44J@60 70 >?5@0F88 70 >1@01>B20=5. e 070B0 40==8 " % { D a t a b a s e / } " AJ4J@60 I m p e r s o n a t i o n M o d e , :>9B> 5 @575@28@0= 70 AJ@2J@=8 04<8=8AB@0B>@8. d !2>9AB20B0 =0 70O2:8B5 U s e T r a n s a c t i o n 8 M a s t e r T r a n s a c t i o n A0 @575@28@0=8 70 AJ@2J@=8 04<8=8AB@0B>@8. 0 0O25=8OB @568< =0 C4>AB>25@O20=5 =5 5 @07@5H5=. o 7B>G=8:JB =0 40==8 " % { D a t a s o u r c e / } " AJ4J@60 I m p e r s o n a t i o n M o d e , :>9B> =5 A5 ?>44J@60 70 >?5@0F88 A X M L A 2@J7:8. � B@81CBJB " % { a t t r i b u t e / } " =0 87<5@5=85B> =0 :C10 " % { d i m e n s i o n / } " 5 AJA 701@0=5=0 95@0@E8O =0 0B@81CB8B5, => 8<0 =5>18:=>25=0 70I8B0 =0 87<5@5=85B> ( 704045=> 5 @07@5H5=> 8;8 701@0=5=> AJAB>O=85) , :>5B> =5 5 @07@5H5=0 A8BC0F8O. � B@81CBJB " % { a t t r i b u t e / } " =0 87<5@5=85B> " % { d i m e n s i o n / } " =0 1070B0 40==8 5 AJA 701@0=5=0 95@0@E8O =0 0B@81CB8B5, => 8<0 =5>18:=>25=0 70I8B0 =0 87<5@5=85B> ( 704045=> 5 @07@5H5=> 8;8 701@0=5=> AJAB>O=85) , :>5B> =5 5 @07@5H5=0 A8BC0F8O. #4>AB>25@O20=5B> 5 =5CA?5H=>. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 45B09;878@0=5 4> @>48B5;A:0B0 AB@C:BC@0 70 AJ18@0=5 =0 40==8 =0 <>45;0 70 AJ18@0=5 =0 40==8 % { s t r O b j e c t / } . W 0O2:8B5 =5 A0 @07@5H5=8 ?> 2@5<5 =0 C4>AB>25@O20=5. @J7:0B0 5 70B2>@5=0 ?@8=C48B5;=>. T 5 A0 @07@5H5=8 A5A88 ?> 2@5<5 =0 C4>AB>25@O20=5. @J7:0B0 5 70B2>@5=0 ?@8=C48B5;=>. V >B@518B5;A:8B5 845=B8D8:0F8>==8 40==8 =5 AJ2?040B. @J7:0B0 5 70B2>@5=0 ?@8=C48B5;=>. x >=B5:ABJB 70 70I8B0 =0 2@J7:0B0 =5 AJ2?040 A B>78 =0 A5A88B5. !J7409B5 =>20 2@J7:0 8 87?J;=5B5 C4>AB>25@O20=5B> >B=>2>. A S e t A u t h C o n t e x t B@O120 40 A5 AB0@B8@0 :0B> A8AB5<5= 04<8=8AB@0B>@. 1 >B@518B5;A:8OB <0@:5@ 70 S h a r e P o i n t 5 =520;845=. 2 O<0B5 @07@5H5=85 40 872J@H8B5 70O25=0B0 >?5@0F8O. h 7?J;=5=85B> =0 :><0=40B0 5 =5CA?5H=>, BJ9 :0B> =5 CA?O 40 2J?;JB8 A0<>;8G=>AB =0 ?>B@518B5; =0 W i n d o w s . p 7B>G=8:JB =0 40==8 " % { D a t a s o u r c e / } " AJ4J@60 I m p e r s o n a t i o n M o d e , :>9B> =5 A5 ?>44J@60 70 >?5@0F88 70 >1@01>B20=5. U 15:B8B5 =0 A5A88 =5 5 @07@5H5=> 40 A5 87?>;720B 2 >?5@0F88 70 >1@01>B20=5 =0 :0=0;8. I 15:BJB =0 45A:@8?B>@0 70 70I8B0 =5 CA?O 40 A5 AJ74045 70 :>=:@5B=0 @>;O. Q !J74020=5B> =0 C:070=0B0 @>;O 5 =5CA?5H=>, BJ9 :0B> AJ4J@60 B2J@45 <=>3> G;5=>25. � 15:BJB D a t a S o u r c e P e r m i s s i o n =5 A5 ?>44J@60 70 1078 40==8 =0 B u s i n e s s I n t e l l i g e n c e S e m a n t i c M o d e l , AB0@B8@0=8 =0 5:75<?;O@ =0 CA;C38B5 70 0=0;87, @07?>;>65= 2 B01C;0@5= @568<. � 15:BJB C u b e D i m e n s i o n P e r m i s s i o n =5 A5 ?>44J@60 70 1078 40==8 =0 B u s i n e s s I n t e l l i g e n c e S e m a n t i c M o d e l , AB0@B8@0=8 =0 5:75<?;O@ =0 CA;C38B5 70 0=0;87, @07?>;>65= 2 B01C;0@5= @568<. � 15:BJB A t t r i b u t e P e r m i s s i o n =5 A5 ?>44J@60 70 1078 40==8 =0 B u s i n e s s I n t e l l i g e n c e S e m a n t i c M o d e l , :>8B> A0 AB0@B8@0=8 =0 5:75<?;O@ =0 CA;C38B5 70 0=0;87, @07?>;>65= 2 B01C;0@5= @568<. � 15:BJB C e l l P e r m i s s i o n o b j e c t =5 A5 ?>44J@60 70 1078 40==8 =0 B u s i n e s s I n t e l l i g e n c e S e m a n t i c M o d e l , AB0@B8@0=8 =0 5:75<?;O@ =0 CA;C38B5 70 0=0;87, @07?>;>65= 2 B01C;0@5= @568<. � 15:B8B5 M i n i n g S t r u c t u r e P e r m i s s i o n 8 M i n i n g M o d e l P e r m i s s i o n =5 A5 ?>44J@60B 70 1078 40==8 =0 B u s i n e s s I n t e l l i g e n c e S e m a n t i c M o d e l , :>8B> A0 AB0@B8@0=8 =0 5:75<?;O@ =0 CA;C38B5 70 0=0;87, @07?>;>65= 2 B01C;0@5= @568<. 2 0I8B0 =0 =82> @54>25 =5 A5 ?>44J@60 2 O L A P @568<. � "@O120 40 A5 @07@5H8 4>ABJ? 70 G5B5=5 =0 4045=> 87<5@5=85 70 1078 40==8 =0 B u s i n e s s I n t e l l i g e n c e S e m a n t i c M o d e l , AB0@B8@0=8 =0 5:75<?;O@ =0 CA;C38B5 70 0=0;87, @07?>;>65=8 2 B01C;0@5= @568<. > "01C;0@=8 70O2:8 =5 A5 ?>44J@60B AJA 70I8B0 =0 =82> =0 @54>25. R 0I8B0 =0 =82>B> =0 @54>25B5 =5 A5 ?>44J@60 2 1070 40==8 AJA A2>9AB2> D i r e c t Q u e r y . | 07@5H5=8O 70 87<5@5=8O =5 A5 ?>44J@60B 70 5:75<?;O@8B5 =0 CA;C38B5 70 0=0;87, @07?>;>65=8 2 8=B53@8@0= @568< =0 S h a r e P o i n t . w 07@5H5=8O 70 :C1>25 =5 A5 ?>44J@60B 70 5:75<?;O@8 =5 CA;C38B5 70 0=0;87, @07?>;>65=8 2 8=B53@8@0= @568< =0 S h a r e P o i n t . � 07@5H5=8O 70 87B>G=8: =0 40==8 =5 A5 ?>44J@60B 70 5:75<?;O@8B5 =0 CA;C38B5 70 0=0;87, @07?>;>65=8 2 8=B53@8@0= @568< =0 S h a r e P o i n t . � 15:B8B5 M i n i n g S t r u c t u r e P e r m i s s i o n 8 M i n i n g M o d e l P e r m i s s i o n =5 A5 ?>44J@60B 70 5:75<?;O@8 =0 CA;C38B5 70 0=0;87, @07?>;>65=8 2 8=B53@8@0= @568< =0 S h a r e P o i n t . � ?5@0F8O D I S C O V E R A5 ?>44J@60 A0<> 70 1070 40==8 =0 B01C;0@5= <>45;, 70 :>OB> 8<0B5 @07@5H5=8O >B 04<8=8AB@0B>@. "5:CI0B0 1070 40==8 =5 5 B01C;0@=0 8;8 =O<0B5 @07@5H5=8O >B 04<8=8AB@0B>@. � ;870=5B> 5 =5CA?5H=>, BJ9 :0B> 87?>;720= 70 B078 F5; :><?>=5=B ( m s o i d c l i . d l l ) =5 5 >B:@8B 2 :><?NBJ@0. @>25@5B5 40;8 ?><>I=8:JB 70 2;870=5 2 M i c r o s o f t O n l i n e S e r v i c e s 5 8=AB0;8@0=. H 5CA?5H=> 2;870=5 G@57 ?><>I=8:0 70 2;870=5 2 M i c r o s o f t O n l i n e S e r v i c e s . l ;870=5B> 5 =5CA?5H=>, BJ9 :0B> 2J7=8:=0 2JB@5H=0 3@5H:0 2 ?><>I=8:0 70 2;870=5 2 M i c r o s o f t O n l i n e S e r v i c e s . L ;870=5B> 5 =5CA?5H=>, BJ9 :0B> =0 ?>B@518B5;O 8;8 ?0@>;0B0 5 =5?@028;=0. n #:070=8OB 4>AB02G8: =0 A0<>;8G=>AB =5 <>65 40 A5 87?>;720, :>30B> 23@045=0B0 70I8B0 5 704045=0 =0 C l a i m s T o k e n . PA` 4=>:@0B=>B> 2;870=5 5 =5CA?5H=>, BJ9 :0B> ?>B@518B5;OB =5 5 20;845= 0:0C=B 2 4><59= =0 W i n d o w s . U 04J;68B5;=>B> ?>;5 " % { f i e l d / } " =5 5 >B:@8B> 2 <0@:5@0 70 ?@5E2J@;O=5 =0 A0<>;8G=>AB. P >B2J@64020=5B> =0 ?>4?8A0 =0 <0@:5@0 70 ?@5E2J@;O=5 =0 A0<>;8G=>AB 5 =5CA?5H=>. 1 0@:5@JB 70 ?@5E2J@;O=5 =0 A0<>;8G=>AB 5 87B5:J;. b 7B@820=5B> =0 1078 40==8 >B 04<8=8AB@0B>@ =0 1078 40==8 =5 5 @07@5H5=> 2 W i n d o w s A z u r e A n a l y t i c s . f @58<5=C20=5B> =0 1078 40==8 >B 04<8=8AB@0B>@0 =0 1078 40==8 =5 5 @07@5H5=> 2 W i n d o w s A z u r e A n a l y t i c s . } 568< =0 2J?;JI020=5: " % { I m p e r s o n a t i o n M o d e / } " 70 87B>G=8: =0 40==8: " % { D a t a s o u r c e / } " =5 5 @07@5H5= 2 W i n d o w s A z u r e A n a l y t i c s . � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 87?J;=5=85 =0 C l o n e D a t a b a s e 2 1070B0 40==8 % { s t r O b j e c t / } 8;8 1070B0 40==8 =5 AJI5AB2C20. C#A;C38B5 70 0=0;87 87?>;720B 70I8B0 =0 B@0=A?>@B=8O A;>9 ( T L S ) 70 70I8B0 =0 B5:CI0B0 2@J7:0. ">20 878A:20 25@A8O ( S P _ P R O T _ T L S 1 _ 2 _ S E R V E R ) , => 2<5AB> B>20 5 872;5G5= " % { P r o t o c o l / } " . 07@5H5B5 =5>1E>48<0B0 25@A8O. 18:=>25=> <>65 40 C:065B5 ?>44@J6:0B0 =0 T L S 25@A8O 2 >?F88B5 =0 1@0C7J@0 8;8 2 A8AB5<=8O @538ABJ@ =0 W i n d o w s . >AB02O=5B> =0 A n o n y m o u s 8 A5@B8D8:0B =0 :;85=B 2 548= 8 AJI =87 =0 2@J7:0 =5 A5 ?>44J@60. >65 40 C4>AB>25@8B5 :0B> A n o n y m o u s 8;8 40 87?>;720B5 A5@B8D8:0B =0 :;85=B. 0 40 ?@>4J;68B5, ?@5<0E=5B5 =O:>5 >B ?>A>G5=8B5 A2>9AB20, A;54 :>5B> >?8B09B5 >B=>2>. o J?;JI020=5B> 878A:20 A0<>;8G=>AB =0 ?>B@518B5; =0 W i n d o w s . "5:CI0B0 A0<>;8G=>AB =5 5 =0 ?>B@518B5; =0 W i n d o w s . z ><0=40B0 E x t A u t h 5 87?>;720=0 =5?@028;=>. "O B@O120 40 A5 87?J;=8 :0B> ?J@20B0 :><0=40 8 <>65 40 A5 87?J;=8 A0<> 254=J6. E ><0=40B0 E x t A u t h =5 ?>44J@60 AE5<0B0 =0 C4>AB>25@O20=5 " % { s c h e m e / } " . 9 ><0=40B0 E x t A u t h =5 ?>44J@60 ?@075= 5;5<5=B E x t A u t h I n f o . e ><0=40B0 E x t A u t h <>65 40 A5 87?J;=O20 A0<> >B 04<8=8AB@0B>@ =0 AJ@2J@ 8;8 G;5= =0 @>;OB0 A c t A s U s e r s . PAY @5<0E20=5B> =0 1070 40==8 2 W i n d o w s A z u r e A n a l y t i c s 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@. Y @E828@0=5B> =0 1070 40==8 2 W i n d o w s A z u r e A n a l y t i c s 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@. ] J7AB0=>2O20=5B> =0 1070 40==8 2 W i n d o w s A z u r e A n a l y t i c s 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@. F !5@B8D8:0BJB @07?>;030 A =5?>44J@60=> A2>9AB2> =0 E5H8@0I8O 0;3>@8BJ<. � !5@B8D8:0BJB 5 =520;845=. 5@8>4JB =0 20;84=>AB =0 A5@B8D8:0B0 5 872J= >1E20B0 =0 A5@B8D8F8@0I8O >@30=, :>9B> 5 8740; A5@B8D8:0B0. e ><0=40B0 S y n c h r o n i z e 8<0 S y n c h r o n i z e F r o m S t o r a g e = F i l t e r e d S h a r d e d D a t a , => A?8AJ:JB A H0@4>25 5 ?@075=. a ><0=40B0 S y n c h r o n i z e 8<0 S y n c h r o n i z e F r o m S t o r a g e = F i l t e r e d S h a r d e d D a t a , => 5 C:070= ?@075= T a b l e I d . n ><0=40B0 S y n c h r o n i z e 8<0 S y n c h r o n i z e F r o m S t o r a g e = F i l t e r e d S h a r d e d D a t a , => 5 C:070= ?@075= A?8AJ: A P a r t i t i o n I d . w >65B5 40 C:065B5 AJ?>AB02O=5 =0 H0@4>25 A0<> 0:> :><0=40B0 S y n c h r o n i z e 8<0 S y n c h r o n i z e F r o m S t o r a g e = F i l t e r e d S h a r d e d D a t a . 3 ><0=40B0 E x t A u t h 5 @575@28@0=0 70 1J45I0 C?>B@510. M $C=:F8OB0 70 C?J;=><>I020=5 " 0I8B5= :0=0;" 5 @575@28@0=0 70 1J45I0 C?>B@510. Z ><0=40B0 D B C C <>65 40 1J45 87?J;=5=0 A0<> >B 04<8=8AB@0B>@8 =0 1078 40==8 8;8 =0 AJ@2J@8. e >:0B> A5 872J@H20 ?@>25@:0 70 >3@0=8G5=0 >B >1E20B 2@J7:0, >15:BJB % { s t r O b j e c t N a m e / } =5 5 70:;NG5=a >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 <>48D8F8@0=5 =0 1070B0 40==8 % { s t r D a t a b a s e / } . { >B@518B5;OB % { p i i _ s t r U s e r / } B@O120 40 5 04<8=8AB@0B>@, 70 40 <>65 40 G5B5 <5B040==8B5 =0 1070B0 40==8 % { s t r D a t a b a s e / } . _ >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 >1=>2O20=5 =0 1070B0 40==8 % { s t r D a t a b a s e / } . "078 :><0=40 D B C C A P I 5 @07@01>B5=0 70 87?>;720=5 A?@O<> 1078 40==8, :>8B> =5 87?>;720B =0AB@>9:0B0 T a b u l a r M e t a d a t a 70 A2>9AB2>B> S t o r a g e E n g i n e U s e d . 71@0=0B0 1070 40==8 87?>;720 AB>9=>AB S t o r a g e E n g i n e U s e d =0 T a b u l a r M e t a d a t a . 7?>;7209B5 0;B5@=0B82=0 D B C C A P I . � ><0=40B0 E x t A u t h =5 <>65 40 A5 87?J;=O20 >B 0=>=8<5= ?>B@518B5;; ?>B@518B5;OB B@O120 40 5 845=B8D8F8@0= :0B> 04<8=8AB@0B>@ =0 AJ@2J@ 8;8 G;5= =0 @>;OB0 A c t A s U s e r s . � 5CA?5H=> 2;870=5, BJ9 :0B> :><?>=5=B, 87?>;720= 70 B078 F5; ( a d a l . d l l ) , =5 5 >B:@8B =0 :><?NBJ@0 28 8;8 =5 5 CA?O; 40 A5 70@548. � 5H5 >B:@8B =5>G0:20= ?@>1;5< ?@8 70:;NG20=5B>. 070B0 40==8 % { s t r O b j e c t N a m e / } =5 15H5 ?@028;=> 70:;NG5=0 2 @568< 70 ?8A0=5 ?> 2@5<5 =0 02B><0B8G=0B0 >?5@0F8O I m a g e S a v e . 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R ><0=40B0 70 2J7AB0=>2O20=5 <>65 40 AJ4J@60 D a t a b a s e I d A0<> 7054=> A D a t a b a s e N a m e . � J7AB0=>2O20=5B> 5 =5CA?5H=>. @E82=8OB D09; 5 AJ74045= =0 AJ@2J@ A E n a b l e B i n a r y X M L = % d { B L S e t / } , 0 B5:CI8OB AJ@2J@ @01>B8 A E n a b l e B i n a r y X M L = % d { C S S e t / } . PA� J7AB0=>2O20=5B> 5 =5CA?5H=>. @E82=8OB D09; 5 AJ74045= =0 AJ@2J@ A E n a b l e C o m p r e s s i o n = % d { B L S e t / } , 0 B5:CI8OB AJ@2J@ @01>B8 A E n a b l e C o m p r e s s i o n = % d { C S S e t / } . � !8=E@>=878@0=5B> 5 =5CA?5H=>. !8=E@>=878@0=5B> >B AJ@2J@0 5 A E n a b l e B i n a r y X M L = % d { B L S e t / } , 0 B5:CI8OB AJ@2J@ @01>B8 A E n a b l e B i n a r y X M L = % d { C S S e t / } . � !8=E@>=878@0=5B> 5 =5CA?5H=>. !8=E@>=878@0=5B> >B AJ@2J@0 5 A E n a b l e C o m p r e s s i o n = % d { B L S e t / } , 0 B5:CI8OB AJ@2J@ @01>B8 A E n a b l e C o m p r e s s i o n = % d { C S S e t / } . � J7AB0=>2O20=5B> 5 =5CA?5H=>. @E82=8OB D09; 5 AJ74045= =0 AJ@2J@ A C o n n S t r i n g E n c r y p t i o n E n a b l e d = % d { B L S e t / } , 0 B5:CI8OB AJ@2J@ @01>B8 A C o n n S t r i n g E n c r y p t i o n E n a b l e d = % d { C S S e t / } . � !8=E@>=878@0=5B> 5 =5CA?5H=>. !8=E@>=878@0=5B> >B AJ@2J@0 5 A C o n n S t r i n g E n c r y p t i o n E n a b l e d = % d { B L S e t / } , 0 B5:CI8OB AJ@2J@ @01>B8 A C o n n S t r i n g E n c r y p t i o n E n a b l e d = % d { C S S e t / } . � 15:B AJA AJI8O " % { o b j e c t I d / } " , => A @07;8G=> 8<5 " % { o b j e c t n a m e / } " 25G5 AJI5AB2C20 2 5:75<?;O@0. ( $;03JB A l l o w O v e r w r i t e 2068 A0<> 70 =0 >15:B0, => =5 8 70 8<5B> =0 >15:B0. ) � ><0=40B0 B a c k u p , R e s t o r e 8;8 S y n c h r o n i z e =5 <>65 40 A5 87?J;=8 A 8=8F80;878@0=0 >B ?>B@518B5;O B@0=70:F8O 8;8 2 ?0:5B A B@0=70:F88. ~ J7AB0=>2O20=5B> ?>4 @07;8G=8 D a t a b a s e I d / D a t a b a s e N a m e =5 <>65 40 A5 872J@H8 70 1070 40==8 A 4O;>25 A :>=:@5B=> <5AB>?>;>65=85. � >4AB@C:BC@0B0 L o c a t i o n =0 :><0=40B0 R e s t o r e , 87?>;720=0 70 2J7AB0=>2O20=5 =0 >B40;5G5= 4O; 5 =5?J;=>: B@O120 40 AJ4J@60 =5?@075= D a t a S o u r c e I d , D a t a s o u r c e T y p e = R e m o t e 8 F i l e . ;5<5=B8B5 F o l d e r s 8 C o n n e c t i o n S t r i n g A0 ?> 871>@. � >4AB@C:BC@0B0 L o c a t i o n =0 :><0=40B0 R e s t o r e , 87?>;720=> 70 0:BC0;878@0=5 =0 =87>25 =0 D S 2@J7:8 5 =5?J;=>: B@O120 40 AJ4J@60 =5?@075= D a t a S o u r c e I d , D a t a s o u r c e T y p e = L o c a l 8 C o n n e c t i o n S t r i n g . ;5<5=B8B5 F i l e 8 F o l d e r s =5 A0 @07@5H5=8. � >4AB@C:BC@0B0 L o c a t i o n =0 :><0=40B0 R e s t o r e , 87?>;720=> 70 C:0720=5 =0 =0=0AO=5 =0 <5AB>?>;>65=85 =0 ?0?:0 B@O120 40 AJ4J@60 =09- <0;:> 548= =5?@075= 5;5<5=B F o l d e r . ;5<5=B8B5 F i l e , D a t a s o u r c e T y p e , D a t a S o u r c e I d 8 C o n n e c t i o n S t r i n g =5 A0 @07@5H5=8. | ><0=40B0 R e s t o r e @07@5H020 C:0720=5B> A0<> =0 548= 5;5<5=B L o c a t i o n 70 2A8G:8 =0=0AO=8O =0 <5AB>?>;>65=8O =0 ;>:0;=8 ?0?:8. � >4AB@C:BC@0B0 L o c a t i o n =0 :><0=40B0 S y n c h r o n i z e , 87?>;720=0 70 2J7AB0=>2O20=5 =0 >B40;5G5= 4O;, 5 =5?J;=0: B@O120 40 AJ4J@60 =5?@075= D a t a S o u r c e I d , D a t a s o u r c e T y p e = R e m o t e 8 C o n n e c t i o n S t r i n g . ;5<5=BJB F o l d e r s 5 ?> 871>@. ;5<5=BJB F i l e =5 5 @07@5H5=. � >4AB@C:BC@0B0 L o c a t i o n =0 :><0=40B0 S y n c h r o n i z e , 87?>;720=0 70 0:BC0;878@0=5 =0 =87>25B5 70 D S 2@J7:0, 5 =5?J;=0: B@O120 40 AJ4J@60 =5?@075= D a t a S o u r c e I d , D a t a s o u r c e T y p e = L o c a l 8 C o n n e c t i o n S t r i n g . ;5<5=B8B5 F i l e 8 F o l d e r s =5 A0 @07@5H5=8. � >4AB@C:BC@0B0 L o c a t i o n =0 :><0=40B0 S y n c h r o n i z e , 87?>;720=0 70 C:0720=5 =0 =0=0AO=5 =0 <5AB>?>;>65=85 =0 ?0?:8, B@O120 40 AJ4J@60 =09- <0;:> 548= =5?@075= 5;5<5=B F o l d e r . ;5<5=B8B5 F i l e , D a t a s o u r c e T y p e , D a t a S o u r c e I d 8 C o n n e c t i o n S t r i n g =5 A0 @07@5H5=8. =>3> :><0=48 :J< 1070B0 40==8 70 2J7AB0=>2O20=5, A8=E@>=870F8O, ?@8:0G20=5, AJ74020=5 8;8 1070B0 40==8 70 ?@><O=0 A 8<5= " % { o b j e c t N a m e / } " 8;8 = " % { o b j e c t I d / } " , :>8B> =5 AJI5AB2C20B =0 AJ@2J@0, => 2A5 >I5 @01>BOB 54=>2@5<5==>. 0AB>OI0B0 B@0=70:F8O 5 ?@5:@0B5=0. � ?5@0F8OB0 5 =5CA?5H=0. 5@A8OB0 =0 0@E820 ( v e r = % d { v e r s i o n / } ) =5 5 @07?>7=0B0 >B AJ@2J@0 8 <>65 40 5 AJ74045=0 >B ?>- =>20 25@A8O =0 CA;C38B5 70 0=0;87. � ><0=40B0 S y n c h r o n i z e @07@5H020 C:0720=5 A0<> =0 548= 5;5<5=B L o c a t i o n 70 =0=0AO=5B> =0 <5AB>?>;>65=8OB0 =0 2A8G:8 ;>:0;=8 ?0?:8. � @5H:0 ?@8 2J7AB0=>2O20=5/ A8=E@>=870F8O: 70?8AJB 2 0@E82=0B0 48@5:B>@8O 70 AJE@0=5=85 5 ?>2@545=, ?>@048 :>5B> >?5@0F8OB0 =5 <>65 40 =0<5@8 8;8 >1@01>B8 2J75; % { n o d e / } >B 0@E82=8O D09; 70 AJE@0=5=85, 4>:0B> G5B5 70?8A >B 48@5:B>@8OB0 70 AJE@0=5=85. � @5H:0 ?@8 2J7AB0=>2O20=5/ A8=E@>=870F8O: 0@E82=0B0 48@5:B>@8O 70 AJE@0=5=85 5 ?>2@545=0, ?>@048 :>5B> >?5@0F8OB0 =5 <>65 40 =0<5@8 8;8 >1@01>B8 2J75;0 % { n o d e / } >B 0@E82=8O D09; 70 AJE@0=5=85, 4>:0B> G5B5 703;02:0B0 =0 48@5:B>@8OB0 70 AJE@0=5=85. � @5H:0 ?@8 2J7AB0=>2O20=5/ A8=E@>=870F8O: 703;02:0B0 =0 0@E82=>B> <OAB> 70 AJE@0=5=85 5 ?>2@545=0, ?>@048 :>5B> >?5@0F8OB0 =5 <>65 40 =0<5@8 8;8 >1@01>B8 2J75;0 % { n o d e / } >B 0@E82=8O D09; 70 AJE@0=5=85, 4>:0B> G5B5 703;02:0B0 =0 <OAB>B> 70 AJE@0=5=85. � @5H:0 ?@8 0@E828@0=5/ 2J7AB0=>2O20=5: @E82=8OB D09; % { f i l e N a m e / } , AJE@0=O20= 2 0@E82=>B> <OAB> 70 AJE@0=5=85, 5 ?>2@545=: ?@>25@:0B0 C R C 5 =5CA?5H=0. � @5H:0 ?@8 0@E828@0=5/ 2J7AB0=>2O20=5: 0@E82=8OB D09; % { f i l e N a m e / } , AJE@0=5= 2 0@E82=>B> <OAB> 70 AJE@0=5=85, 5 ?>2@545=: ?@>25@:0B0 E O F 5 =5CA?5H=0. � @5H:0 ?@8 0@E828@0=5/ 2J7AB0=>2O20=5: $C=:F8OB0 A B F D u m p e r =5 A5 ?>44J@60 70 0@E82=8B5 D09;>25, AJ74045=8 >B AJ@2J@0 A S 2 0 0 5 . $09;JB " % { f i l e N a m e / } " 5 ?@>?CA=0B. 070B0 40==8 A 8<5 " % { D B N a m e / } " , " % { D B I d / } " =5 <>65 40 A5 2J7AB0=>28, BJ9 :0B> 25G5 AJI5AB2C20 2 AJ@2J@0 8 5 A0<> 70 G5B5=5. � 070B0 40==8 A 8<5 " % { D B N a m e / } " , " % { D B I d / } " =5 <>65 40 A5 A8=E@>=878@0, BJ9 :0B> 25G5 AJI5AB2C20 2 F5;528O AJ@2J@ 8 5 A0<> 70 G5B5=5. k $09;JB % { f i l e N a m e / } , ?>A>G5= 2 :><0=40B0 J7AB0=>28 , 5 ?>2@545= 8;8 =5 ?@54AB02;O20 0@E825= D09; 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Z ><0=40B0 B a c k u p =5 5 @07@5H5=0, :>30B> A5 87?>;720 23@045=0 <0H8=0 =0 CA;C38B5 70 0=0;87. � @E82=8OB ?>B>: 70 AJE@0=5=85 5 ?@075= 8;8 =5 AJ4J@60 ?@028;=0 703;02:0. 070B0 40==8 =5 <>65 40 A5 2J7AB0=>28 CA?5H=>. ?5@0F8OB0 5 >B:070=0. � @E82=8OB D09; 70 AJE@0=5=85 % { p a t h n a m e / } 5 ?@075= 8;8 =5 AJ4J@60 ?@028;=0 703;02:0. 070B0 40==8 =5 <>65 40 A5 2J7AB0=>28 CA?5H=>. ?5@0F8OB0 5 >B:070=0. m 5 <>65B5 40 2J7AB0=>28B5 1070B0 40==8 2 B01C;0@5= @568<, BJ9 :0B> AJ4J@60 <5AB>?>;>65=8O 872J= ?0?:0B0 D a t a . � @E82=8OB D09; =0 25@A8O 1 0 . 5 0 AJ4J@60 R e a d O n l y E x c l u s i v e D B , :>OB> <>65 40 A5 2J7AB0=>28 A0<> =0 AJ@2J@8, ?>44J@60I8 0@E828 =0 25@A8O 1 0 . 5 1 8;8 ?>- =>20. � 03;02:0B0 =0 :><?@5A8@0=8O 1;>: 5 =520;84=0. 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PA� ><0=40B0 I m a g e S a v e =5 <>65 40 1J45 87?J;=5=0, BJ9 :0B> =5 5 C:070= =8B> 548= >B B@8B5 ?0@0<5BJ@0 ( I m a g e P a t h , D a t a 8;8 ( P a c k a g e P a t h , P a c k a g e P a r t U r i ) ) . _ 0@0<5B@8B5 I m a g e L o a d / S a v e ( P a c k a g e P a t h , P a c k a g e P a r t U r i ) =5 A0 20;84=8 2 B5:CI0B0 =0 AJ@2J@0V 0@0<5B@8B5 I m a g e L o a d / S a v e ( P a c k a g e P a t h , P a c k a g e P a r t U r i ) =5 A0 ?J;=8. 0409B5 8 420B0. c @54>AB025=0B0 :><18=0F8O =0 P a c k a g e P a t h , P a c k a g e P a r t U r i =O<0 =8:0:28 40==8, >B :>8B> 40 A5 70@548. D $C=:F8>=0;=>ABB0 70 >A2>1>64020=5 =5 A5 ?>44J@60 2 CA;C30B0 P o w e r B I . O $C=:F8>=0;=>ABB0 70 >A2>1>64020=5 =5 A5 ?>44J@60 2 B5:CI>B> 8740=85 =0 AJ@2J@0. � 5CA?5H=> 0=0;878@0=5 =0 @0745; >B 48@5:B>@8OB0 =0 0@E820 =0 1070B0 40==8. G0:20=8 70 48@5:B>@8OB0 70?8A8= % l d { h e a d e r E n t r i e s / } , 45A5@80;878@0=8 2 48@5:B>@8OB0 70?8A8= % l d { d i r E n t r i e s / } . R 5CA?5H=> 4>102O=5 =0 =>2 ?>B@518B5; =0 AJ@2J@0 ?>@048 2JB@5H=0 3@5H:0 2 CA;C30B0. � 5CA?5H=> 0=0;878@0=5 =0 ?>B@518B5; 8;8 ?@8;>65=85: % { p i i _ s t r U s e r / } . G0:20=8OB D>@<0B 5 u p n @ t e n a n t _ d o m a i n 8;8 ?@8;>65=85: { o b j e c t I d _ G U I D } @ { t e n a n t I d _ G U I D } . PA � ;NGJB 70 0B@81CB0 =5 <>65 40 A5 >B:@85 ?> 2@5<5 =0 >1@01>B20=5: % 1 [ "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] % [ ; "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] . B@81CBJB 5 " % { A t t r i b u t e / } " . � B:@8B 5 4C1;8@0= :;NG =0 0B@81CB ?@8 >1@01>B20=5: % 1 [ "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] % [ ; "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] . B@81CBJB 5 " % { A t t r i b u t e / } " . � C;52 :;NG =0 0B@81CB 5 :>=25@B8@0= 2 =58725AB5= G;5= ?@8 >1@01>B20=5: % 1 [ "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] % [ ; "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] . B@81CBJB 5 " % { A t t r i b u t e / } " . 5 '5B5=5B> =0 40==8 >B 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 4 '5B5=5B> =0 40==8 >B 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. < '5B5=5B> =0 40==8 >B 03@530F8OB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. ; '5B5=5B> =0 40==8 >B 03@530F8OB0 " % { s t r N a m e / } " 5 702J@H5=>. S '5B5=5B> =0 40==8 >B 4O;0 70 48@5:B=> >1@0B=> 70?8A20=5 " % { s t r N a m e / } " 5 AB0@B8@0=>. R '5B5=5B> =0 40==8 >B 4O;0 70 48@5:B=> >1@0B=> 70?8A20=5 " % { s t r N a m e / } " 5 702J@H5=>. 8 1@01>B20=5B> =0 87<5@5=85B> " % { s t r N a m e / } " 5 AB0@B8@0=>. 7 1@01>B20=5B> =0 87<5@5=85B> " % { s t r N a m e / } " 5 702J@H5=>. ; '5B5=5B> =0 40==8B5 >B 0B@81CB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. : '5B5=5B> =0 40==8B5 >B 0B@81CB0 " % { s t r N a m e / } " 5 702J@H5=>. 8 8A:@5B878@0=5B> =0 0B@81CB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 7 8A:@5B878@0=5B> =0 0B@81CB0 " % { s t r N a m e / } " 5 702J@H5=>. 3 @C?8@0=5B> =0 0B@81CB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 2 @C?8@0=5B> =0 0B@81CB0 " % { s t r N a m e / } " 5 702J@H5=>. 9 '5B5=5B> =0 40==8 70 0B@81CB0 % { s t r N a m e / } 5 AB0@B8@0=>. ; 0?8A20=5B> =0 40==8 >B 0B@81CB0 % { s t r N a m e / } 5 702J@H5=>. > !J74020=5B> =0 8=45:A8 70 0B@81CB0 % { s t r N a m e / } 5 AB0@B8@0=>. = !J74020=5B> =0 8=45:A8 70 0B@81CB0 % { s t r N a m e / } 5 702J@H5=>. 5 1@01>B:0B0 =0 95@0@E8OB0 ' % { s t r N a m e / } ' 5 AB0@B8@0=0. 6 1@01>B20=5B> =0 95@0@E8OB0 " % { s t r N a m e / } " 5 702J@H5=>. PAP !J74020=5B> =0 E@0=8;8I0 70 45:>48@0=5 70 95@0@E8OB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. O !J74020=5B> =0 E@0=8;8I0 70 45:>48@0=5 70 95@0@E8OB0 " % { s t r N a m e / } " 5 702J@H5=>. c !J74020=5B> =0 E@0=8;8I5 70 A?@02:8 70 87<5@5=85B> 70 AJ18@0=5 =0 40==8 " % { s t r N a m e / } " 5 AB0@B8@0=>. b !J74020=5B> =0 E@0=8;8I5 70 A?@02:8 70 87<5@5=85B> 70 AJ18@0=5 =0 40==8 " % { s t r N a m e / } " 5 702J@H5=>. R 73@0640=5B> =0 3@C?0B0 70?8A8 " % { G r o u p / } " 70 0B@81CB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. Q 73@0640=5B> =0 3@C?0B0 70?8A8 " % { G r o u p / } " 70 0B@81CB0 " % { s t r N a m e / } " 5 702J@H5=>. M 1@01>B20=5B> =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r N a m e / } " 5 AB0@B8@0=>. L 1@01>B20=5B> =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r N a m e / } " 5 702J@H5=>. 1 1@01>B20=5B> =0 :C10 " % { s t r N a m e / } " 5 AB0@B8@0=>. 0 1@01>B20=5B> =0 :C10 " % { s t r N a m e / } " 5 702J@H5=>. : 1@01>B20=5B> =0 3@C?0B0 <5@:8 " % { s t r N a m e / } " 5 AB0@B8@0=>. 9 1@01>B20=5B> =0 3@C?0B0 <5@:8 " % { s t r N a m e / } " 5 702J@H5=>. 3 1@01>B20=5B> =0 <>45;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 2 1@01>B20=5B> =0 <>45;0 " % { s t r N a m e / } " 5 702J@H5=>. 1 1@01>B20=5B> =0 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 0 1@01>B20=5B> =0 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. < 1@01>B20=5B> =0 4O;0 =0 3@C?0B0 " % { s t r N a m e / } " 5 AB0@B8@0=>. ; 1@01>B20=5B> =0 4O;0 =0 3@C?0B0 " % { s t r N a m e / } " 5 702J@H5=>. E !B0@B8@0=> 5 3@C?8@0=5 =0 70?8A8B5 " % { G r o u p / } " 70 4O;0 " % { s t r N a m e / } " . D @C?8@0=5B> =0 70?8A8B5 % { G r o u p / } 70 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. 8 0?8A20=5B> =0 40==8 =0 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 7 0?8A20=5B> =0 40==8 =0 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. F !J74020=5B> =0 03@530F88 8 8=45:A8 70 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. E !J74020=5B> =0 03@530F88 8 8=45:A8 70 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. 5 0O2:0B0 70 3@C?0B0 <5@:8 " % { s t r N a m e / } " 5 AB0@B8@0=0. 4 0O2:0B0 70 3@C?0B0 <5@:8 " % { s t r N a m e / } " 5 702J@H5=0. I '5B5=5B> =0 A2J@70=8B5 40==8 =0 3@C?0B0 <5@:8 " % { s t r N a m e / } " 5 AB0@B8@0=>. H '5B5=5B> =0 A2J@70=8B5 40==8 =0 3@C?0B0 <5@:8 " % { s t r N a m e / } " 5 702J@H5=>. @ '5B5=5B> =0 A2J@70=8B5 40==8 =0 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. ? '5B5=5B> =0 A2J@70=8B5 40==8 =0 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. 040G0B0 5 702J@H5=0 CA?5H=>. 040G0B0 5 702J@H5=0 A 3@5H:0. ?5@0F8OB0 5 AB0@B8@0=0. 5 1@01>B20=5B> =0 0B@81CB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 4 1@01>B20=5B> =0 0B@81CB0 " % { s t r N a m e / } " 5 702J@H5=>. > =45:A8@0=5B> =0 03@530F88 =0 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. = =45:A8@0=5B> =0 03@530F88 =0 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. : !J74020=5B> =0 8=45:A8 70 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 9 !J74020=5B> =0 8=45:A8 70 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. < !J74020=5B> =0 03@530F88 70 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. ; !J74020=5B> =0 03@530F88 70 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. > 1548=O20=5B> =0 03@530F88 70 4O;0 " % { s t r N a m e / } " 5 AB0@B8@0=>. = 1548=O20=5B> =0 03@530F88 70 4O;0 " % { s t r N a m e / } " 5 702J@H5=>. 9 1@01>B20=5B> =0 1070B0 40==8 " % { s t r N a m e / } " 5 AB0@B8@0=>. 8 1@01>B20=5B> =0 1070B0 40==8 " % { s t r N a m e / } " 5 702J@H5=>. 2 !J74020=5B> =0 3@0D8: 70 >1@01>B20=5 5 AB0@B8@0=>. 1 !J74020=5B> =0 3@0D8: 70 >1@01>B20=5 5 702J@H5=>. � 5=5@8@0=8 A0 3@5H:8 ?> 2@5<5 =0 87G8A;O20=5B> =0 8=AB@C:F88B5 70 C A C H E . 1@01>B20=5B> =0 70O2:8 I5 ?@>4J;68 157 87G8A;O20=5 =0 8=AB@C:F88B5 70 C A C H E . @8G8=0B0 70 3@5H:0B0 5 A;54=0B0: " % { e r r o r s / } " . PA� @>OB =0 =01>@8B5, >B:@8B8 >B <5B>40 =0 48A:@5B878@0=5 =5 5 AJI8OB :0B> 1@>O =0 =01>@8B5, 70O25=8 >B 0B@81CB0 A % { P r o p e r t y I d / } , 8<5 % { P r o p e r t y N a m e / } . H 1@01>B20=5B> =0 :5H>25B5 =0 A:@8?B0 =0 :C10 " % { s t r N a m e / } " 5 AB0@B8@0=>. G 1@01>B20=5B> =0 :5H>25B5 =0 A:@8?B0 =0 :C10 " % { s t r N a m e / } " 5 702J@H5=>. G !B0@B8@0=0 5 ?@>25@:0 =0 8=45:A8B5 =0 A53<5=B8B5 70 4O;0 " % { s t r N a m e / } " . H @>25@:0B0 =0 8=45:A8B5 =0 A53<5=B8B5 70 4O;0 " % { s t r N a m e / } " 5 702J@H5=0. ; 1@01>B20=5B> =0 7028A8<>ABB0 A % { s t r N a m e / } 5 AB0@B8@0=>. : 1@01>B20=5B> =0 7028A8<>ABB0 A % { s t r N a m e / } 5 702J@H5=>. c" % { t a b l e / } " [ % { c o l u m n / } ] =5 <>65 40 A5 ?>4@548 ?> [ % { o r d e r b y c o l u m n / } ] , BJ9 :0B> ?>=5 54=0 AB>9=>AB 2 [ % { c o l u m n 2 / } ] 8<0 =O:>;:> @07;8G=8 AB>9=>AB8 2 [ % { o r d e r b y c o l u m n 2 / } ] . >65B5 =0?@8<5@ 40 A>@B8@0B5 [ C i t y ] ?> [ R e g i o n ] , BJ9 :0B> 70 2A5:8 3@04 8<0 A0<> ?> 548= @538>=, => =5 <>65B5 40 A>@B8@0B5 [ R e g i o n ] ?> [ C i t y ] , BJ9 :0B> 70 2A5:8 @538>= 8<0 <=>3> 3@04>25. � ;NGJB 70 0B@81CB0 =5 <>65 40 A5 >B:@85 ?> 2@5<5 =0 >1@01>B20=5: % 1 [ "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] % [ ; "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] . B@81CBJB 5 " % { A t t r i b u t e / } " . ;NGJB =0 0B@81CB0 5 :>=25@B8@0= 2 =58725AB5= G;5=, BJ9 :0B> :;NGJB =0 0B@81CB0 =5 5 >B:@8B. B@81CB: % { P r o p e r t y / } =0 87<5@5=85: % { D i m e n s i o n / } >B 1070 40==8: % { D a t a b a s e / } , % 1 [ C1: % { C u b e / } , @C?0 <5@:8: % { D e t a i l / } , O;: % { P a r t i t i o n / } , % ] 0?8A: % l d { R e c o r d / } . � 0?8AJB 5 ?@>?CA=0B, BJ9 :0B> :;NGJB =0 0B@81CB0 =5 5 >B:@8B. B@81CB: % { P r o p e r t y / } =0 87<5@5=85: % { D i m e n s i o n / } >B 1070 40==8: % { D a t a b a s e / } , % 1 [ C1: % { C u b e / } , @C?0 <5@:8: % { D e t a i l / } , O;: % { P a r t i t i o n / } , % ] R e c o r d : % l d { R e c o r d / } . � 0?8AJB 5 ?@>?CA=0B, BJ9 :0B> :;NGJB =0 0B@81CB0 5 4C1;8@0=. B@81CB: % { P r o p e r t y / } =0 87<5@5=85: % { D i m e n s i o n / } >B 1070 40==8: % { D a t a b a s e / } , % 1 [ C1: % { C u b e / } , @C?0 <5@:8: % { D e t a i l / } , O;: % { P a r t i t i o n / } , % ] 0?8A: % l d { R e c o r d / } . � C;52 :;NG =0 0B@81CB 5 :>=25@B8@0= 2 =58725AB5= G;5=. B@81CB: % { P r o p e r t y / } =0 87<5@5=85: % { D i m e n s i o n / } >B 1070 40==8: % { D a t a b a s e / } , % 1 [ C1: % { C u b e / } , @C?0 <5@:8: % { D e t a i l / } , O;: % { P a r t i t i o n / } , % ] 0?8A: % l d { R e c o r d / } . � 0?8AJB 5 ?@>?CA=0B, BJ9 :0B> 5 >B:@8B =C;52 :;NG =0 0B@81CB. B@81CB: % { P r o p e r t y / } =0 87<5@5=85: % { D i m e n s i o n / } >B 1070 40==8: % { D a t a b a s e / } , % 1 [ C1: % { C u b e / } , @C?0 <5@:8: % { D e t a i l / } , O;: % { P a r t i t i o n / } , % ] 0?8A: % l d { R e c o r d / } . � B:@8B8 A0 3@5H:8 ?> 2@5<5 =0 87G8A;O20=5 =0 8=AB@C:F88B5 70 C A C H E , 2:;NG5=8 2 A:@8?B0. 1@01>B20=5B> =0 70O2:8B5 I5 ?@>4J;68 157 87G8A;O20=5 =0 8=AB@C:F88B5 70 C A C H E , :>8B> AJ4J@60B 3@5H:8. N 7<5@5=85B> % { d i m e n s i o n / } =5 <>65 40 A5 0:BC0;878@0, BJ9 :0B> =5 5 >1@01>B5=>. � &8:J;, 2:;NG20I G;5= A :;NG % 1 [ % { k e y / } % ] % [ , % { k e y / } % ] 5 >B:@8B 2J2 7028A8<>AB >B B8?0 @>48B5;- =0A;54=8: <564C 0B@81CB0 " % { p r o p e r t y / } " 8 0B@81CB0 " % { r e l a t e d p r o p e r t y / } " . �!B@>38B5 7028A8<>AB8 <564C 0B@81CB8B5 =5 <>30B 40 A5 ?@><5=OB ?> 2@5<5 =0 ?>ABJ?:>2> >1@01>B20=5 =0 4045=> 87<5@5=85. @5H:0B0 2J7=8:=0 ?@8 >1@01>B20=5 =0 0B@81CB0 " % { A t t r i b u t e / } " . % 1 [ "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] % [ ; "01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " , !B>9=>AB: " % { V a l u e / } " % ] . B@81CB =0 87B>G=8:0: " % { S o u r c e A t t r i b u t e / } " . !B>9=>AB8B5 =0 :>;>=8B5 =0 :;NG>25 =0 0B@81CB0 =0 87B>G=8:0: % 1 [ " % { K e y C o l u m n V a l u e / } " % ] % [ , " % { K e y C o l u m n V a l u e / } " % ] . � 7<5@5=85B> 70 AJ18@0=5 =0 40==8 " % { d i m e n s i o n / } " =5 <>65 40 A5 >1@01>B8, BJ9 :0B> <>45;JB 70 AJ18@0=5 =0 40==8 " % { m i n i n g m o d e l / } " , =0 :>9B> 5 1078@0=> 87<5@5=85B>, B@O120 40 A5 >1@01>B8 ?@J2. � J7=8:=0 =5>G0:20=0 =C;520 AB>9=>AB 70 A;54=0B0 <O@:0 ?> 2@5<5 =0 >1@01>B20=5: " % { M e a s u r e / } " =0 3@C?0B0 <5@:8: " % { D e t a i l / } " >B 1070 40==8: " % { D a t a b a s e / } " , C1: " % { C u b e / } " 2 B01;8F0: " % { T a b l e / } " , >;>=0: " % { C o l u m n / } " . � ?5@0F8OB0 70 >1@01>B20=5 702J@H8, BJ9 :0B> 1@>OB =0 2J7=8:=0;8B5 3@5H:8 ?> 2@5<5 =0 >1@01>B20=5 4>AB83=0 >?@545;5=8O ;8<8B >B 4>?CAB8<8 3@5H:8 70 >?5@0F8OB0. � 5@A8OB0 =0 A2J@70=8O % { t y p e n a m e / } A 8<5 " % { n a m e / } " =0 >B40;5G5=8O 5:75<?;O@ 5 ?@><5=5=0. >2B>@5B5 >?5@0F8OB0, 70 40 @07@5H8B5 ?@>1;5<0. � 5@A8OB0 =0 A2J@70=8O % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =0 >B40;5G5=8O 5:75<?;O@ 5 ?@><5=5=0. >2B>@5B5 >?5@0F8OB0, 70 40 @07@5H8B5 ?@>1;5<0. � 5@A8OB0 =0 A2J@70=8O % { t y p e n a m e / } A ' % { i d / } ' 8 8<5 ' % { n a m e / } ' =0 >B40;5G5=8O AJ@2J@ 5 ?@><5=5=0. >2B>@5B5 >?5@0F8OB0, 70 40 >BAB@0=8B5 ?@>1;5<0. � 5@A8OB0 =0 A2J@70=8O % { t y p e n a m e / } A " % { i d / } " 8 8<5 " % { n a m e / } " =0 >B40;5G5=8O AJ@2J@ 5 ?@><5=5=0. >2B>@5B5 >?5@0F8OB0, 70 40 >BAB@0=8B5 ?@>1;5<0. � 5@A8OB0 =0 A2J@70=8O % { t y p e n a m e / } A " % { i d / } " 8 8<5 " % { n a m e / } " =0 >B40;5G5=8O AJ@2J@ 5 ?@><5=5=0. >2B>@5B5 >?5@0F8OB0, 70 40 >BAB@0=8B5 ?@>1;5<0. P J7=8:=0 3@5H:0 ?@8 >1@01>B20=5B> =0 % { t y p e n a m e / } A % { i d / } . 8<5 % { n a m e / } . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1@01>B20=5 =0 0B@81CB0 " % { P r o p e r t y / } " =0 87<5@5=85B> " % { D i m e n s i o n / } " >B 1070B0 40==8 " % { D a t a b a s e / } " . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1@01>B20=5 =0 4O;0 " % { P a r t i t i o n N a m e / } " =0 3@C?0B0 <5@:8 " % { D e t a i l / } " 70 :C10 " % { C u b e / } " >B 1070B0 40==8 % { D a t a b a s e / } . r 5B040==8B5 70 AB0B8AB8G5A:8 A2J@70=8O % { t y p e n a m e / } A 8<5 " % { n a m e / } " =5 <>65 40 A5 ?@>25@OB 2 >15:B0 =0 87B>G=8:0. F J7=8:=0 3@5H:0 ?> 2@5<5 =0 48A:@5B878@0=5 =0 0B@81CB0 " % { P r o p e r t y / } " . y B@81CBJB " % { P r o p e r t y / } " =5 <>65 40 A5 48A:@5B878@0 2 70O25=8O 1@>9 =01>@8, BJ9 :0B> 8<0 B2J@45 <0;:> @07;8G=8 AB>9=>AB8. � B@81CBJB A " % { P r o p e r t y I d / } " , 8<5 " % { P r o p e r t y N a m e / } " =5 <>65 40 A5 48A:@5B878@0, BJ9 :0B> 8<0 B2J@45 <0;:> @07;8G=8 AB>9=>AB8. N O<0B5 @07@5H5=85 70 4>ABJ? 4> C:070=8O G;5= 8;8 C:070=8OB G;5= =5 AJI5AB2C20. W @C?0B0 <5@:8 =0 87B>G=8:0 =0 A2J@70=0B0 3@C?0 <5@:8 " % { d e t a i l / } " =5 <>65 40 A5 >B:@85. � J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1@01>B20=5 =0 8=45:A8B5 70 4O;0 % { P a r t i t i o n / } =0 3@C?0B0 <5@:8 % { D e t a i l / } =0 :C10 % { C u b e / } >B 1070B0 40==8 % { D a t a b a s e / } . d 7B>G=8:JB % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =5 <>65 40 A5 70O2:8, BJ9 :0B> =5 5 >1@01>B5=. A 54JB =0 A>@B8@0=5, C:070= 70 @07;8G5= 1@>9 70?8A8, 5 =5?@028;5=. PA8 !5:B>@JB, C:070= 70 0B@81CB0 % { P r o p e r t y / } , 5 =5?@028;5=. P 8A:@5B878@0=8OB 0B@81CB =0 " % { P r o p e r t y / } " =5 <>65 40 A5 A2J@65 A <=>3> :;NG>25. h <5B> =0 <O@:0B0 " % { m e a s u r e n a m e / } " =5 5 >B:@8B> ?@8 @5H020=5 =0 >12J@720=5B> 70 0B@81CB0 " % { p r o p e r t y / } " . � 3@530F8OB0 " % { a g g / } " , 45D8=8@0=0 >B ?>B@518B5;O 2 4O;0 " % { p a r t i t i o n / } " , =O<0 20;84=> >12J@720=5, A2J@70=> A >15:B0 =0 87B>G=8:0. < 7<5@5=85B> " % { d i m / } " =5 5 20;84=> 70 03@530F8OB0 " % { a g g / } " . \ 7<5@5=85B> " % { c u b e d i m i d / } " , A2J@70=> A :C10 " % { c u b e n a m e / } " , =5 5 20;84=> 8;8 =5 AJI5AB2C20. w B@81CBJB " % { a t t r i b u t e / } " 2 87<5@5=85B> " % { d i m e n s i o n / } " 8<0 >12J@720=5 A >B40;5G5=> 87<5@5=85, :>5B> 25G5 =5 5 20;84=>. y 12J@720=5B> =0 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p i d / } " , A>G8 :J< 3@C?0 <5@:8 =0 AJ@2J@ " % { r e m o t e m g i d / } " , :>9B> =5 AJI5AB2C20. x 12J@720=5B> A =0 <O@:0 " % { m e a s u r e i d / } " 2 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " =5 5 >B:@8B> 2 3@C?0B0 <5@:8 =0 87B>G=8:0. B B40;5G5=8OB 87B>G=8: =0 40==8 70 >15:B0 " % { o b j e c t / } " 5 =520;845=. L 7<5@5=85B> " % { c u b e d i m i d / } " =5 5 >B:@8B> 2 :C10 =0 87B>G=8:0 " % { c u b e n a m e / } " . S @C?0B0 <5@:8 " % { m e a s u r e g r o u p i d / } " =5 5 >B:@8B0 2 :C10 =0 87B>G=8:0 " % { c u b e n a m e / } " . q B@81CBJB " % { a t t r i b u t e / } " 2 87<5@5=85B> " % { d i m e n s i o n / } " 8<0 >12J@720=5 A >B40;5G5=> 87<5@5=85, :>5B> 5 =520;84=>. Y !0<> 1078 40==8 >B B8?0 B L S <>30B 40 A5 87?>;720B 70 87B>G=8F8 =0 40==8 =0 @01>B=8 :=838. d B@81CB8B5 2 87<5@5=85B> =0 @01>B=0 :=830 <>65 40 8<0B A0<> >12J@720=8O A 0B@81CB8 =0 @01>B=0 :=830. I "8?JB =0 40==8B5 =0 :;NG 70 G;5=0 70 3@C?8@0=5 " % { m e m b e r / } " 5 =5?@028;5=. PA6 ';5=JB 70 3@C?8@0=5 " % { m e m b e r / } " =5 <>65 40 A5 >B:@85. c 070B0 40==8 " % { d a t a b a s e / } " =5 5 >B:@8B0 ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . W C1JB " % { c u b e / } " =5 5 >B:@8B ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . ] 7<5@5=85B> " % { d i m / } " =5 5 >B:@8B> ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . Z B@81CBJB " % { a t t r / } " =5 5 >B:@8B ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } . ] 5@0@E8OB0 " % { h i e r / } " =5 5 >B:@8B0 ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . Z 82>B> " % { l e v e l / } " =5 5 >B:@8B> ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . G B@81CBJB " % { a t t r / } " 8<0 ?>25G5 >B <0:A8<0;=8O 1@>9 ?>44J@60=8 ?@52>48. , B@81CBJB " % { a t t r / } " =O<0 :>;>=8 =0 :;NG>25. h @C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " =5 5 >B:@8B0 ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . ] O@:0B0 " % { m e a s u r e / } " =5 5 >B:@8B0 ?@8 @5H020=5 =0 >12J@720=5B> 70 A2>9AB2>B> " % { p r o p e r t y / } " . x B:@8B 5 =5?@028;5= 1@>9 AB>9=>AB8 =0 D8;B@8 8;8 =5AJ>B25BAB20I8 AB>9=>AB8 =0 D8;B@8 ?@8 AJ74020=5B> =0 R O L A P CA;>285B>. p @C?0B0 <5@:8 =0 87B>G=8:0, C:070=0 70 A2J@70=0B0 3@C?0 <5@:8 " % { d e t a i l / } " , =5 <>65 40 ?@8=04;568 :J< AJI8O :C1. g J7=8:=0 3@5H:0 ?> 2@5<5 =0 @5H020=5B> =0 :;NG0 70 G;5=0 A :;NG % [ " % { k e y / } " ] 2 0B@81CB0 " % { p r o p e r t y / } " . V J7=8:=0 3@5H:0 ?@8 @5H020=5B> =0 8<5B> 70 G;5=0 " % { n a m e / } " 2 0B@81CB0 " % { p r o p e r t y / } " . G 0:A8<0;=8OB 1@>9 R O L A P @54>25 70 >1@01>B20=5 2 54=0 70O2:0 5 =0428H5=. ! 8<8BJB 70 87?J;=5=85 5 4>AB83=0B< 3@0=8G5=8OB0, =0;>65=8 70 A5:B>@0 =0 4O;>25B5, A0 =0@CH5=8. P J7=8:=0 3@5H:0 ?@8 >1@01>B20=5B> =0 @>48B5;A:>B>/ 4JI5@=>B> 87<5@5=85 " % { d i m / } " . i ';5=JB ?> ?>4@0718@0=5, C:070= 70 87<5@5=85B> " % { D i m e n s i o n / } " 2 3@C?0B0 <5@:8 " % { D e t a i l / } " , 5 =5?@028;5=. _ 7<5@5=85B> " % { D i m e n s i o n N a m e / } " 5 A2J@70=> >B40;5G5=>, B0:0 G5 =5 A5 @07@5H020B =8:0:28 70O2:8. j B@81CBJB =0 :C10 =5 <>65 40 A5 >B:@85 70 >15:B =0 @07@5H5=85 70 0B@81CB =0 :C1 A " % { C u b e A t t r P e r m I D / } " . s ';5=JB =0 3@C?0B0 " % { G r o u p M e m b e r / } " , 45D8=8@0= >B ?>B@518B5;O, =5 <>65 40 A5 @07@5H8 2 87<5@5=85B> " % { D i m e n s i o n / } " . � B@81CBJB 70 3@C?8@0=5 " % { G r o u p A t t r / } " , 45D8=8@0= >B ?>B@518B5;O, =5 <>65 40 A5 >B:@85 2 0B@81CB8B5 =0 87<5@5=85B> " % { D i m e n s i o n / } " . h B@81CB8B5 70 3@C?8@0=5, 45D8=8@0=8 >B ?>B@518B5;O, A5 ?>44J@60B A0<> A 87<5@5=8O >B >1E20B0 =0 A5A8OB0. � ';5=>25B5 70 3@C?8@0=5, 45D8=8@0=8 >B ?>B@518B5;O, <>30B 40 A5 C:0720B A0<> :>30B> B8?JB 70 3@C?8@0=5 5 704045= =0 B0:J2, 45D8=8@0= >B ?>B@518B5;O. � 12J@720=5B> =0 0B@81CB0 70 A2>9AB2>B> " % { p r o p e r t y _ n a m e / } " 5 =520;84=>, BJ9 :0B> @>48B5;A:>B> 87<5@5=85 8<0 >12J@720=5, :>5B> =5 5 O L A P . � 12J@720=5B> A 0B@81CB =0 :C1 70 A2>9AB2>B> " % { p r o p e r t y _ n a m e / } " 5 =520;84=>, BJ9 :0B> @>48B5;A:>B> 87<5@5=85 8<0 4@C3 :C1 =0 87B>G=8:. � 12J@720=5B> A 0B@81CB =0 :C1 70 A2>9AB2>B> " % { p r o p e r t y _ n a m e / } " 5 =520;84=>, BJ9 :0B> @>48B5;A:>B> 87<5@5=85 8<0 4@C3> 87<5@5=85 =0 :C10 =0 87B>G=8:0. e 3@530F8OB0 " % { a g g / } " 2 4O;0 " % { p a r t i t i o n / } " =O<0 20;84=> >12J@720=5, A2J@70=> A >15:B0 =0 87B>G=8:0. I 520;845= 87B>G=8: 70 <O@:0B0 " % { a g g _ m e a s u r e / } " =0 03@530F8OB0 " % { a g g / } " . k $09;JB =0 :5H0 =0 @01>B=0B0 :=830 " % { w o r k b o o k _ c o n n s t r / } " =5 <>65 40 A5 >B:@85 2 48A?5G5@0 =0 @01>B=8 :=838. PAI 01>B=0B0 :=830, C:070=0 >B D a t a b a s e I d = " % { d a t a b a s e _ i d / } " 25G5 5 >B2>@5=0. G 01>B=0B0 :=830, C:070=0 >B D a t a b a s e I d = " % { d a t a b a s e _ i d / } " =5 5 >B2>@5=0. : ;5<5=BJB P a r a l l e l =5 A5 ?>44J@60 2 =5B@0=70:F8>=5= ?0:5B. F !0<> 2J7;8 P r o c e s s A0 @07@5H5=8 ?>4 2J75;0 P a r a l l e l 2 ?0:5B=0 :><0=40. { 15:BJB, C:070= 2 :;85=BA:0 70O2:0, =5 5 87B>G=8: =0 40==8. !0<> >15:B8 =0 87B>G=8F8 =0 40==8 A0 @07@5H5=8 70 B078 :><0=40. � !2J@70=8OB % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =5 <>65 40 A5 >1@01>B8, BJ9 :0B> =53>28OB >15:B =0 87B>G=8: =5 5 >1@01>B5=. � !2J@70=8OB % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =5 <>65 40 A5 >1@01>B8, BJ9 :0B> AJ4J@60 M G 87<5@5=85 A " % { m g d i m _ i d / } " , 8<5 " % { m g d i m _ n a m e / } " A @07;8G5= 0B@81CB 70 3@0=C;0@=>AB >B B>78 =0 >15:B0 =0 87B>G=8:0. Y =0 87<5@5=85B> " % { d i m I d / } " 70 A2J@70=8O ?>4:C1 A " % { c u b e I d / } " =5 <>65 40 A5 >B:@85. u =0 0B@81CB0 " % { a t t r I d / } " 70 A2J@70=8O ?>4:C1 A " % { c u b e I d / } " 8 =0 87<5@5=85 " % { d i m I d / } " =5 <>65 40 A5 >B:@85. � 1I8OB 1@>9 =0 >12J@720=8O A :;NG>25 =0 A2J@70=8O % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =0 >B40;5G5=8O AJ@2J@ 5 ?@><5=5=. >2B>@5B5 >?5@0F8OB0, 70 40 @5H8B5 ?@>1;5<0. � ';5= >B 87<5@5=85B> " % { n a m e / } " =5 <>65 40 A5 >B:@85. ">20 <>65 40 A5 4J;68 =0 =50:BC0;5= :5H =0 87<5@5=85. >2B>@=>B> 87?J;=5=85 =0 70O2:0B0 A;54 87G8AB20=5 =0 :5H0 <>65 40 A5 @5H8 ?@>1;5<0. �0O2:0B0 >B:@8 48709=, 2 :>9B> 87<5@5=85 :J< ?@5?@0B:0 8;8 87@07 =0 <O@:0 >B B8? " <=>3> :J< <=>3>" 8<0 :@J3>20 7028A8<>AB 8 70O2:0B0 :J< B578 >15:B8 I5 4>2545 4> 157:@09=8 @CB8==8 ?>2B>@O5<>AB8. 0?@8<5@, 0:> 3@C?0B0 <5@:8 A A>G8 :J< 87<5@5=85 >B B8? " <=>3> :J< <=>3>" G@57 3@C?0 <5@:8 B , 0 3@C?0B0 <5@:8 B 8<0 87@07 =0 <O@:0, :>9B> A>G8 :J< 4045=0 <O@:0 2 3@C?0B0 <5@:8 A . 7?>;720=8B5 >15:B8 A0: % { o b j e c t I d s / } . S 5 <>65 40 A5 ?;0=8@0 ?0@0;5;=> >1@01>B20=5 =0 A;54=8B5 >15:B8 A : % { o b j e c t I d s / } . � O;JB A % { p a r t i t i o n I d / } A5 ?;0=8@0 ?>25G5 >B 254=J6 A @07;8G5= B8? =0 >1@01>B20=5. ">20 A5 A;CG0, :>30B> 54=0 8 AJI0 B01;8F0, =0?@8<5@, A5 ?;0=8@0 ?>25G5 >B 254=J6 :0B> G0AB >B ?0@0;5;=0 70O2:0. f J7=8:=0 3@5H:0 ?@8 >1@01>B20=5B> =0 4O;0 % { P a r t i t i o n N a m e / } >B 3@C?0B0 70 87<5@20=5 % { T a b l e N a m e / } . PA y B:@8B0 5 =5?>A;54>20B5;=>AB 2J2 2JB@5H=8B5 AB@C:BC@8 =0 40==8B5, :0B> ?@8G8=0B0 70 B>20 <>65 40 5 =5?>44J@60=0 >?5@0F8O. � J7=8:=0 3@5H:0 ?@8 ?@>25@:0B0 70 AJ3;0AC20=5 =0 4O;0 % { P a r t i t i o n N a m e / } =0 3@C?0B0 70 87<5@20=5 % { D e t a i l / } 70 :C10 % { C u b e / } >B 1070B0 40==8 % { D a t a b a s e / } . J7<>6=> 5 40 CA?55B5 40 :>@838@0B5 B>20 G@57 ?>2B>@=> >1@01>B20=5 =0 4O;0 8;8 8=45:A8B5. / !B0B8AB8:0B0 70 A53<5=B8B5 =0 4O;0 5 ?>2@545=0. !53<5=BJB =0 4O;0 5 ?>2@545=. � ;0C70 R E T U R N =5 <>65 40 1J45 87?>;720=0 A 8=AB@C:F8OB0 D R I L L T H R O U G H , :>30B> 87@07 D e t a i l R o w s 25G5 5 45D8=8@0= 2 87<5@20=5B> % { M e a s u r e N a m e / } . Z 7@07JB D e t a i l R o w s A5 87?>;720 2 >3@0=8G5= @568< D i r e c t Q u e r y . ">20 2A5 >I5 =5 A5 ?>44J@60. L E>4=8OB ?0@0<5BJ@ 70 DC=:F8OB0 D E T A I L R O W S =5 5 20;84=0 ?@5?@0B:0 :J< <O@:0. PA : >4C; 70 C?@02;O20= :>4 =0 CA;C38B5 70 0=0;87 =0 M i c r o s o f t $ % s { m e n g i n e _ e v e n t l i s t e n e r _ e x c e p t i o n / } M E n g i n e H e l p e r =5 5 70@545=. I 5CA?5H=> 8=8F88@0=5 =0 =8H:0B0 70 0A8=E@>==> 70@5640=5 =0 m e n g i n e h e l p e r . A "01C;0@=0 70O2:0: :>;>=0B0 O R D E R B Y 5 83=>@8@0=0 2 70O2:0B0 C O U N T . PA G >;>=0B0 " % { c o l u m n / } " 5 <O@:0 8 =5 <>65 40 A5 2:;NG8 2 :;0C70 G R O U P B Y . 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T $ S u p p o r t 5 8718@05<0 :>;>=0 >B P r e d i c t H i s t o g r a m 8;8 P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . U $ V a r i a n c e 5 8718@05<0 :>;>=0 >B P r e d i c t H i s t o g r a m 8;8 P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . S $ N o d e I d 5 8718@05<0 :>;>=0 >B P r e d i c t H i s t o g r a m 8;8 P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . 0 $ S e q u e n c e 5 8718@05<0 :>;>=0 >B P r e d i c t S e q u e n c e . . $ T i m e 5 8718@05<0 :>;>=0 >B P r e d i c t T i m e S e r i e s . = $ D i s t a n c e 5 8718@05<0 :>;>=0 >B P r e d i c t H i s t o g r a m 70 :;JAB5@8. N $C=:F8OB0 L a g 2@JI0 2@5<528O 8=B5@20; =0 A;CG0O 2 <>45;0 70 AJ18@0=5 =0 40==8. [ $C=:F8OB0 P r e d i c t C a s e L i k e l i h o o d 2@JI0 25@>OB=>ABB0 =0 A;CG0O 2 <>45;0 70 AJ18@0=5 =0 40==8. PAi $C=:F8OB0 I s T r a i n i n g C a s e 2@JI0 AB>9=>AB " AB8=0" , 0:> 2E>4OI8OB A;CG09 ?@8=04;568 :J< =01>@0 70 >1CG5=85. e $C=:F8OB0 I s T e s t C a s e 2@JI0 AB>9=>AB " AB8=0" , 0:> 2E>4OI8OB A;CG09 ?@8=04;568 :J< =01>@0 70 >1CG5=85. | $C=:F8OB0 E x i s t s 2@JI0 AB>9=>AB " AB8=0" , 0:> 8=AB@C:F8OB0 S E L E C T , C:070=0 :0B> =58= 0@3C<5=B, 2@JI0 548= 8;8 ?>25G5 @54>25. { $C=:F8OB0 S t r u c t u r e C o l u m n 2@JI0 AB>9=>ABB0 =0 C:070=0B0 A:0;0@=0 AB@C:BC@0 70 AJ18@0=5 =0 40==8 70 A;CG0O =0 B5:CI8O <>45;. � $C=:F8OB0 S t r u c t u r e C o l u m n 2@JI0 AB>9=>ABB0 =0 C:070=0B0 :>;>=0 =0 AB@C:BC@0 70 AJ18@0=5 =0 40==8 >B B01;8F0B0 70 A;CG0O =5 B5:CI8O <>45;. � $C=:F8OB0 " % { f u n c t i o n / } " =5 <>65 40 A5 ?@8;>68 2 45B09;878@0=5 :J< :>;>=0B0 " % { c o l u m n / } " . !0<> M D X DC=:F88B5 " K e y " , " N a m e " , " C a p t i o n " 8 " M e m b e r V a l u e " A5 ?>44J@60B A B01C;0@=0 1070 40==8. � 5B09;878@0=5B> 2 B01C;0@5= @568< ?>44J@60 A0<> A5:B>@8 A N D . 09- <0;:> 548= A5:B>@ O R 5 >B:@8B 2 B5:CI0B0 70O2:0 70 45B09;878@0=5. P 5B09;878@0=5B> 2 B01C;0@5= @568< =5 ?>44J@60 87<5@20=5 8;8 87G8A;5=> 87<5@20=5. ? 7<5@5=85B> " % { s t r D i m I D / } " =5 AJ4J@60 0B@81CB0 " % { s t r A t t r I D / } " . V B@81CBJB " % { s t r A t t r I D / } " 5 C:070= ?>25G5 >B 254=J6 2 >?5@0F8OB0 70 >1@0B=> 70?8A20=5. Z % d { c K e y s / } :;NG0 A0 C:070=8 70 0B@81CB0 " % { s t r A t t r I D / } " . 78A:20B A5 % d { c K e y C o u n t / } :;NG0. b 5 <>65 40 A5 >B:@85 0B@81CB 70 AB>9=>AB8B5 =0 :;NG>25, C:070=8 70 =0 0B@81CB0 " % { s t r A t t r I D / } " . PAs 5 5 C:070=> 8<5 70 =0 0B@81CB0 " % { s t r A t t r I D / } " . <5=0 =0 0B@81CB8 B@O120 40 A5 C:0720B 28=038 70 =>28 0B@81CB8. � B@81CBJB =5 <>65 40 A5 2<J:=5, BJ9 :0B> 87<5@5=85B> 25G5 AJ4J@60 G;5= AJA AJI8B5 :;NG>25 :0B> C:070=8B5 70 =0 0B@81CB0 " % { s t r A t t r I D / } " . H B@81CBJB " % { s t r A t t r I D / } " =5 5 A2J@70= A 0B@81CB0 " % { s t r P a r e n t A t t r I D / } " . � 8?A20 45D8=8F8O 70 0B@81CB0 " % { s t r A t t r I D / } " , 2J?@5:8 G5 0B@81CBJB 5 C:070= :0B> =>2 A@>45= 0B@81CB =0 0B@81CB0 " % { s t r P a r e n t A t t r I D / } " . #25@5B5 A5, G5 :;NGJB A>G8 :J< AJI5AB2C20I 0B@81CB, 8;8 4>1025B5 45D8=8F8O 70 =>28O 0B@81CB. g 78:JB " % { s t r L a n g / } " 5 C:070= ?>25G5 >B 254=J6 70 0B@81CB0 A " % { s t r A t t r I D / } " , 8<5 " % { s t r A t t r N a m e / } " . � 78:JB " % { s t r L a n g / } " =5 <>65 40 A5 >B:@85 2 A?8AJ:0 A ?@52>48, >?@545;5=8 70 0B@81CB0 " % { s t r A t t r I D / } " . @>25@5B5 ?@02>?8A0 =0 8<5B> =0 578:0 8;8 45D8=8F8OB0 =0 0B@81CB0 2 87<5@5=85B>. 5 <>65 40 A5 872J@H8 >?5@0F8O 70 @5:C@A82=> 0:BC0;878@0=5 70 0B@81CB0 " % { s t r A t t r I D / } " , BJ9 :0B> =5 5 G0AB >B 7028A8<>AB >B B8?0 @>48B5;- =0A;54=8:. 5:C@A82=8B5 0:BC0;870F88 <>30B 40 A5 872J@H20B A0<> 2 0B@81CB8 AJA A@>45= 0B@81CB, G85B> A2>9AB2> U s a g e 5 704045=> =0 P a r e n t . � 82>B> " % { l e v e l / } " =5 5 =82> =0 @>48B5;- =0A;54=8:. 1@0B=>B> 70?8A20=5 =0 87<5@5=85B>, 87?>;720I> B>78 A8=B0:A8A, A5 ?>44J@60 A0<> =0 G;5=>25 @>48B5;- =0A;54=8:. � =AB@C:F8OB0 70 >1@0B=> 70?8A20=5 =0 87<5@5=85B> AJ4J@60 A8=B0:A8A, :>9B> 5 =520;845=. >A;54=8OB :><?>=5=B >B 45D8=8F8OB0 =0 =>2 G;5= B@O120 40 5 8<5B>, 0 =5 :;NGJB =0 G;5=0 " % { m e m b e r / } " . ; " % { p r o p e r t y / } " =5 5 A2>9AB2> =0 G;5= =0 =82>B> " % { l e v e l / } " . q B@81CBJB " % { p r o p e r t y / } " 8<0 AJAB025= :;NG 8 =5 <>65 40 A5 0:BC0;878@0 G@57 A8=B0:A8A0 =0 B>20 >1@0B=> 70?8A20=5. � !J4J@60=85B> =0 0B@81CB0 A " % { a t t r i b u t e I d / } " , 8<5 " % { a t t r i b u t e N a m e / } " =5 <>65 40 A5 0:BC0;878@0, BJ9 :0B> 87<5@5=85B> 25G5 AJ4J@60 G;5= AJA AJI8O :;NG 8 0B@81CBJB =5 5 =09- 4J;1>:8OB CA;>25= 0B@81CB 2 70O2:0B0. i #:070=0 5 ?5@A>=0;878@0=0 70:@J3;5=0 AB>9=>AB 70 0B@81CB0 " % { a t t r / } " , => 70 =5O =5 AJI5AB2C20 >12J@720=5. y #:070=8 A0 ?5@A>=0;878@0=8 A2>9AB20 =0 70:@J3;5=0B0 AB>9=>AB 70 0B@81CB0 " % { a t t r / } " , => 70 =53> =5 AJI5AB2C20 >12J@720=5. [ #:070=0 5 :>;>=0 =0 M e m b e r V a l u e 70 0B@81CB0 " % { a t t r / } " , => 70 =5O =5 AJI5AB2C20 >12J@720=5. � #:070=0 5 AB>9=>AB 70 A2>9AB2>B> S k i p p e d L e v e l s =0 4045= G;5=, => =5 5 C:070=> >12J@720=5 70 A2>9AB2>B> S k i p p e d L e v e l s =0 0B@81CB0 " % { a t t r / } " , :>9B> AJ4J@60 B>78 G;5=. v #:070=8 A0 <=>3> CA;>28O 70 @>48B5;A:8O 0B@81CB " % { a t t r / } " . !0<> 54=> CA;>285 <>65 40 A5 C:065 70 @>48B5;A:8 0B@81CB8. � !2>9AB2>B> M o v e T o R o o t =5 <>65 40 A5 704045 =0 T r u e 70 >?5@0F8OB0 70 >1@0B=> 70?8A20=5 70 B>20 87<5@5=85, BJ9 :0B> A0<> @>48B5;A:8 0B@81CB8 <>30B 40 A5 ?@5<5AB20B :J< :>@5=0. � !2>9AB2>B> I s R o o t =5 <>65 40 A5 704045 =0 T r u e 70 >?5@0F8OB0 70 >1@0B=> 70?8A20=5 =0 B>20 87<5@5=85, BJ9 :0B> A0<> @>48B5;A:8 0B@81CB8 <>30B 40 A5 2<J:20B 2 :>@5=0. e ';5=JB " % { m e m b e r / } " 5 87G8A;5= 8 =5 <>65 40 A5 87?>;720 2 >?5@0F8O 70 >1@0B=> 70?8A20=5 =0 87<5@5=85. w 7<5@5=85B> " % { s t r D i m I D / } " =O<0 @07@5H5=0 >?F8O 70 70?8A20=5, ?>@048 :>5B> >?5@0F8OB0 70 >1@0B=> 70?8A20=5 5 =5CA?5H=0. 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A !J74020=5B> =0 A?@02>G=0 B01;8F0 70 45:>45@0 H u f f m a n 5 =5CA?5H=>. d !J74020=5B> =0 :>45@ 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . o !B0@B8@0=5B> =0 A5A8O =0 :>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . f @8:0G20=5B> =0 :>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . h ><?@5A8@0=5B> =0 :>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . { 72;8G0=5B> =0 :><?@5A8@0=8 40==8 >B :>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . # 7E>4OI8OB 1CD5@ =0 :>45@0 5 ?J;5=. f @5<0E20=5B> =0 :>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . g !J74020=5B> =0 45:>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . q !B0@B8@0=5B> =0 A5A8O =0 45:>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . h @8:0G20=5B> =0 45:>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . 72;8G0=5B> =0 =5:><?@5A8@0=8 40==8 >B 45:>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . G 5:>45@JB 45:>48@0 1;>: A 45:><?@5A8@0= @07<5@, ?>- <0;J: >B >G0:20=>B>. h @5<0E20=5B> =0 45:>45@0 15H5 =5CA?5H=> A :>4 =0 3@5H:0 % d { c o d e / } , >?8A0=85 =0 3@5H:0B0 % { x p r 9 d e s c r / } . � 5:><?@5A8@0=5B> 15H5 =5CA?5H=>, 70I>B> 1@>OB =0 45:><?@5A8@0=8B5 109B>25 15H5 ?>- 3>;O< >B 1@>O 109B>25, :>8B> >AB020E0 70 45:><?@5A8@0=5. [ J7=8:=0 3@5H:0 ?@8 >?8B0 70 70@5640=5 =0 =01>@0 >B 40==8 ( 70 A?@02:0 % { d a t a b a s e I d / } ) . PA $09;JB =5 5 H8D@>20=. � 5H8D@8@0=5B> =0 ?>25@8B5;=8B5 40==8 5 =5CA?5H=>. 5@>OB=> :;NGJB 70 H8D@>20=5 =5 AJ2?040 8;8 5 =54>ABJ?5= ?>@048 =5?@028;=0 ?@><O=0 =0 0:0C=B0 70 CA;C30B0. O:>8 DC=:F88 =0 CA;C30B0 I5 A0 =54>ABJ?=8. � (8D@>20=5B> =0 ?>25@8B5;=8 40==8 5 =5CA?5H=>. ;NGJB 70 H8D@>20=5 25@>OB=> 5 =54>ABJ?5= ?>@048 =5?@028;=0 ?@><O=0 =0 0:0C=B0 70 CA;C38. O:>8 DC=:F88 =0 AJ@2J@0 I5 A0 =54>ABJ?=8. PA : $09;JB % { f i l e / } 5 H8D@>20=. "@O120 40 ?@54>AB028B5 ?0@>;0. T @5H:0 2J2 DC=:F8OB0 C r y p t A c q u i r e C o n t e x t A 8<5B> =0 C:070=8O 4>AB02G8:: % { E x t e r n a l / } H !J74020=5B> =0 >15:B 70 E5H8@0=5 8;8 E5H8@0=5B> =0 ?0@>;0B0 5 =5CA?5H=>. I 72;8G0=5B> 8;8 704020=5B> =0 ?0@0<5B@8 70 :;NG0 70 E5H8@0=5 5 =5CA?5H=>. � 5H8D@8@0=5B> =0 ?>25@8B5;=8B5 40==8 5 =5CA?5H=>. 5@>OB=> :;NGJB 70 H8D@>20=5 =5 AJ2?040 8;8 5 =54>ABJ?5= ?>@048 =5?@028;=0 ?@><O=0 =0 0:0C=B0 70 CA;C30B0. � (8D@>20=5B> =0 ?>25@8B5;=8 40==8 5 =5CA?5H=>. ;NGJB 70 H8D@>20=5 25@>OB=> 5 =54>ABJ?5= ?>@048 =5?@028;=0 ?@><O=0 =0 0:0C=B0 70 CA;C38. 520;845= :;NG 70 H8D@>20=5. � (8D@>20=5B> =0 AB@0=8F0B0 A 40==8 5 =5CA?5H=>. 5@>OB=> @07<5@JB =0 AB@0=8F0B0 5 =520;845= 8;8 40==8B5 =0 AB@0=8F0B0 A0 ?>2@545=8. � 5H8D@8@0=5B> =0 AB@0=8F0B0 A 40==8 5 =5CA?5H=>. 5@>OB=> @07<5@JB =0 AB@0=8F0B0 5 =520;845= 8;8 40==8B5 =0 AB@0=8F0B0 A0 ?>2@545=8. # 5CA?5H=> ?@8:0G20=5 :J< S A F E A R R A Y . PA JB@5H=>. PA 3 5 A5 ?>44J@60B <=>3> 70?8A8 =0 D I M E ?>;57=8 40==8. : B:@8B0 5 ?>2@545=0 D I M E 703;02:0. @J7:0B0 I5 A5 70B2>@8. F >;5B> 70 =0 70?8A =0 1;>: 70 D I M E AJ>1I5=85 =5 5 704045=> =0 =C;0. PAO B:@8B0 5 =5>G0:20=0 AB>9=>AB 2 ?>;5B> T Y P E =0 70?8A =0 1;>: 70 D I M E AJ>1I5=85. % G0:20 A5 =0G0;>B> =0 D I M E AJ>1I5=85. . B:@8B> 5 =5>G0:20=> =0G0;> =0 D I M E AJ>1I5=85. G >;>=0 =0 3;020 5 >B:@8B0 =5>G0:20=> 2 =01>@ @54>25 A0<> 70 ?@5?@0I0=5. p JB@5H=0 3@5H:0: 01>@ @54>25 A0<> 70 ?@5?@0I0=5 =5 ?>44J@60 =O:>8 >?5@0F88, :0B> =0?@8<5@ C u r r e n t , N e x t 8 M o v e . H 5>G0:20=> 5 >B:@8B0 :>;>=0 =0 3;020 2 =01>@ @54>25 =0 <=>65AB25= G5B5F. PAu JB@5H=0 3@5H:0: 01>@JB @54>25 =0 <=>65AB25=8O G5B5F =5 ?>44J@60 =O:>8 >?5@0F88, :0B> =0?@8<5@ C u r r e n t , N e x t 8 M o v e . c JB@5H=0 3@5H:0: 01>@JB @54>25 =0 <=>65AB25=8O G5B5F =5 ?>44J@60 AJ74020=5B> =0 2@5<52> 87<5@5=85. Z JB@5H=0 3@5H:0: 01>@JB @54>25 =0 <=>65AB25=8O G5B5F =5 ?>44J@60 2<J:20=5 =0 =>28 @54>25. B >;>=0B0 " % { c o l u m n n a m e / } " =5 AJI5AB2C20 2 =01>@0 @54>25 =0 :0=0;0. Z @5>1@07C20=5B> =0 AB>9=>AB 2 B8?0 =0 40==8B5, 70O25= 70 :>;>=0 % { c o l u m n / } , 5 =5CA?5H=>. � B:@8B0 5 =5>G0:20=0 3@5H:0. !E5<0B0 =0 E@0=8;8I5B> AJ>1I8, G5 :>;>=0 =5 <>65 =8:>30 40 AJ4J@60 AB>9=>AB8 n u l l , => 5 C:070=0 AB>9=>AB n u l l . PA @ #A;C38B5 70 87@078 =0 V B A 2J@=0E0 A;54=0B0 3@5H:0: % { E x t e r n a l / } . 7 #A;C38B5 70 87@078 =0 V B A =5 <>30B 40 A5 8=8F80;878@0B. A $C=:F8OB0 " % { f u n c / } " =5 A5 ?>44J@60 >B CA;C38B5 70 87@078 =0 V B A . 7 @5<5B> =0 87G0:20=5 70 >15:B 70 A8=E@>=878@0=5 87B5G5. "J@A5=8OB >15:B =5 5 >B:@8B. ] 7E>4OI8OB 1CD5@ 5 B2J@45 <0;J:. #25;8G5B5 @07<5@0 =0 87E>4OI8O 1CD5@ 8 ?>2B>@5B5 >?5@0F8OB0. & E>4OI8OB 1CD5@ 2A5 >I5 =5 5 4>ABJ?5=. @5H:0: R J7=8:=0 =5>G0:20=0 3@5H:0 ( D09; " % { f i l e / } " , =0 @54 % { l i n e / } , DC=:F8O " % { f u n c / } " ) . 0@0<5BJ@JB =5 5 20;845=. PA 0O25=8OB >15:B =5 5 >B:@8B. K 72J@H5= 5 >?8B 70 2<J:20=5 =0 4C1;8@0= 5;5<5=B. C1;8:0B8 =5 A0 @07@5H5=8. , 5=5@8@0=5B> =0 =87 70 E5H8@0=5 5 =5CA?5H=>. 0 ?5@0F8OB0 70 AJ?>AB02O=5 =0 =87>25 5 =5CA?5H=0. ?5@0F8OB0 702J@H8 CA?5H=>. > JB@5H5= 1CD5@, 87?>;720= 70 8<5=0 =0 D09;>25, 5 B2J@45 <0;J:. * "5:CI0B0 48@5:B>@8O =5 <>65 40 A5 872;5G5. G J7=8:=0 A;54=0B0 2JB@5H=0 3@5H:0: D>@<0BJB =0 AJ>1I5=85B> 5 =520;845=. J7=8:=0 =5>?@545;5=0 3@5H:0. < $C=:F8OB0 % { f e a t u r e _ n a m e / } =5 5 @50;878@0=0 70 B>20 8740=85. ? >;>=8B5 =0 3;028B5 ( 2;>65=8 :>;>=8 2 B01;8F0) =5 A5 ?>44J@60B. PA4 J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1@01>B20=5B> =0 3@5H:8. : J7=8:=0 A;54=0B0 3@5H:0: =5 5 704045= :>=B5:AB =0 >15:B0. =B5@D59AJB =5 5 @50;878@0=. : J7=8:=0 ?@56452@5<5==0 3@5H:0 ?>@048 =5CA?5H=0 A8<C;0F8O. J7=8:=0 =5>G0:20=0 3@5H:0. M !J74020=5B> =0 >F5=8B5; 5 =5CA?5H=>, BJ9 :0B> A5 >G0:20B A0<> ;5:8 >F5=8B5;8. . ! J7=8:=0 =5>G0:20=0 3@5H:0 2 S A X . " J7=8:=0 =5>G0:20=0 3@5H:0 2 S S P I . , J7=8:=0 =5>G0:20=0 3@5H:0 ?@8 :>=25@B8@0=5. 8 $C=:F8O p f M S M D G e t M D X U t i l s ( ) =5 CA?O 40 70@548 M D X U t i l . g <5B> =0 <O@:0B0 B@O120 40 AJ2?040 A 8<5B> =0 0B@81CB 2 87<5@5=85B> =0 3@C?0B0 <5@:8 2 B01C;0@5= @568<. w @5H:0 ?> 2@5<5 =0 ?>28:20=5 4> : : G e t E n v i r o n m e n t V a r i a b l e ( ) ?@8 >?8B 70 872;8G0=5 =0 ?@><5=;820B0 =0 A@540 " % { E n v V a r / } " . : 5 5 >?@545;5=0 2@5<5==0 48@5:B>@8O 70 B5:CI8O ?>B@518B5;. } 0?8A20=5B> =0 H8D@>20=8O D09; =0 ;>:0;=8O :C1 " % { u s e r C u b e P a t h / } " 5 =5CA?5H=>. @5<5==8OB D09; 5 70?8A0= 2 " % { t e m p C u b P a t h / } " . F 87JB 70 BJ@A5=5 =0 H01;>=8 =0428H020 <0:A8<0;=0B0 ?>44J@60=0 4J;68=0. � 0@5640=5B> =0 <0H8=0B0 V e r t i P a q 5 =5CA?5H=>, BJ9 :0B> =5 5 >B:@8B> 20;84=> 8=AB0;8@0=5 =0 P o w e r P i v o t =0 B078 <0H8=0. =AB0;8@09B5 >B=>2> P o w e r P i v o t . { @>OB =0 35=5@8@0=8B5 2B>@8G=8 :>?8O =0428H8 :>=D83C@0F8>==0 =0AB@>9:0 L o g \ E x c e p t i o n \ M a x E x c e p t i o n s ; ?@>F5AJB A5 ?@5:@0BO20. a J7=8:=0 =5?>?@028<> 87:;NG5=85 2 >?5@0F8OB0 70 D8:A8@0=5 =0 S Q L i t e ; B@O120 40 ?@5:@0B8< ?@>F5A0. * ;0=8@0=> 5 ?>G8AB20=5 =0 <0H8==8O ?@>F5A. � "078 70O2:0 A5 5 =0BJ:=0;0 =0 2JB@5H=0 3@5H:0 ?@548 8 =O<0 40 A5 87?J;=8 >B=>2> 2 B078 A5A8O. @548H=> AJ>1I5=85 70 3@5H:0: % { p r e v E r r / } PA 3 78:>20B0 ?@><5=;820 " % { l o c a l e i d / } " =5 A5 ?>44J@60. 9 78:>20B0 ?@><5=;820 " % { l o c a l e i d / } " 70 =5 A5 ?>44J@60. G J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0: % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] u J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 2J=H=0 181;8>B5:0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . j J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 2J=H=0 181;8>B5:0: % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 ?> 2@5<5 =0 ?>28:20=5 4> G e t F i l e S i z e 70 D09;: " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . d J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C r e a t e E v e n t : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . d J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C l o s e H a n d l e : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> G e t O v e r l a p p e d R e s u l t 70 D878G5A:8 D09;: " % { P h y s i c a l F i l e / } " , >38G5A:8 D09;: " % { L o g i c a l F i l e / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . h J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 :J< S e t F i l e P o i n t e r : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . e J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> S e t E n d O f F i l e : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . i J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C r e a t e T i m e r Q u e u e : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . i J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> D e l e t e T i m e r Q u e u e : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . n J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C r e a t e T i m e r Q u e u e T i m e r : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . n J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> D e l e t e T i m e r Q u e u e T i m e r : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . t J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> R e g i s t e r W a i t F o r S i n g l e O b j e c t : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . i J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> U n R e g i s t e r W a i t E x : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . q J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> B i n d I o C o m p l e t i o n C a l l b a c k : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . s J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> P o s t Q u e u e d C o m p l e t i o n S t a t u s : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . e J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C r e a t e T h r e a d : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . o J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C r e a t e I o C o m p l e t i o n P o r t : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . c J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> C r e a t e H e a p : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . r J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 ?@8 872;8G0=5B> =0 AJAB>O=85B> =0 ?0<5BB0: % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . 3 78:>20B0 ?@><5=;820 " % { l o c a l e i d / } " =5 A5 ?>44J@60. Z S e t A u t h C o n t e x t B@O120 40 A5 87?J;=8 :0B> ?J@20B0 :><0=40 8 <>65 40 A5 87?J;=8 A0<> 254=J6. | J7=8:=0 3@5H:0 A 2@J7:0B0. 5 5 704045= ?>4E>4OI :>=B5:AB 70 70I8B0 70 A5A8OB0, 4> :>OB> A5 >?8B20B5 40 >AJI5AB28B5 4>ABJ?. Q J;1>:> 2;>65=8B5 @5:C@A82=8 87G8A;5=8O =5 <>30B 40 8728:0B C L R S t o r e d P r o c e d u r e . 7 J=H5= :><?>=5=B 2J@=0 3@5H:0 ( H R E S U L T = % { E x t e r n a l / } ) . y E x t A u t h 8;8 S e t A u t h C o n t e x t 25G5 5 704045= 70 B078 2@J7:0. >2B>@=>B> C?J;=><>I020=5 =0 54=0 8 AJI0 2@J7:0 =5 A5 ?>44J@60. � <5B> =0 X M L A D09; " % { f i l e n a m e / } " 2 :>=D83C@0F88B5 5 =520;84=>. <5B> =0 D09;0 5 B2J@45 4J;3> 8;8 AJ4J@60 7=0F8, :>8B> A0 =520;84=8 8;8 @575@28@0=8. c 04J;68B5;=8OB ?0@0<5BJ@ % { P a r a m e t e r / } =5 5 C:070= 70 181;8>B5:0B0 A 0;3>@8B<8 70 ?@>3=>75= 0=0;87. ( @5H=0 :>=D83C@0F8O 70 ?@>3=>75= 0=0;87. } 5CA?5H=> 70@5640=5 =0 181;8>B5:0 70 ?@>3=>75= 0=0;87 >B <0=8D5AB: % { M a n i f e s t / } @5H:0: % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . 8 =5A5=0 2 A8AB5<0B0 3@5H:0 2J2 V S O P ?>4G8=5=/ C?@02;O20I. O ><0=40B0 E x t A u t h =5 <>65 40 8<0 54=>2@5<5==> A2>9AB20B0 R o l e s 8 R e s t r i c t R o l e s . ] >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 70 4>ABJ? 4> <>45;0 8;8 <>45;JB =5 AJI5AB2C20. Q #4>AB>25@O20=5 AJA 70>18:0;O=5 A5 ?>44J@60 A0<> 70 >B@545=8 70 P B I 2@J7:8 2 P a a S . c 0AB@>920=5 =0 A2>9AB2>B> E f f e c t i v e U s e r N a m e =5 A5 ?>44J@60 70 :@09=0B0 B>G:0 x m l a A?5F80;=> 70 P B I . � ?5@0F8OB0 5 >3@0=8G5=0 >B P o w e r B I P r e m i u m , BJ9 :0B> 8<0 B2J@45 <=>3> =01>@8 >B 40==8, :>8B> A5 >1@01>B20B 54=>2@5<5==>. ?8B09B5 >B=>2> ?>- :JA=>. ~ ?5@0F8OB0 5 >3@0=8G5=0 >B P o w e r B I P r e m i u m , BJ9 :0B> >?5@0F8OB0 =5 CA?O 40 70?078 4>AB0BJG=> ?0<5B. ?8B09B5 >B=>2> ?>- :JA=>. ` ?5@0F8OB0 5 >3@0=8G5=0 >B P o w e r B I P r e m i u m ?>@048 =54>AB0BJG=0 ?0<5B. ?8B09B5 >B=>2> ?>- :JA=>. k ?5@0F8OB0 5 >3@0=8G5=0 >B P o w e r B I P r e m i u m ?>@048 =54>AB0BJG=0 ?0<5B =0 AJ@2J@0. ?8B09B5 >B=>2> ?>- :JA=>. � #:070=0B0 @01>B=0 >1;0AB =0 P o w e r B I % s { w o r k s p a c e o b j i d / } =5 <>65 40 1J45 >B:@8B0, =5 5 @01>B=0 >1;0AB =0 P r e m i u m 8;8 =5 5 ?@8A2>5=0 =0 B5:CI8O >B@545= :0?0F8B5B =0 P o w e r B I . � <0 <=>65AB2> =01>@8 >B 40==8 =0 8<5 % s { d a t a s e t / } 2 @01>B=0 >1;0AB =0 P o w e r B I % s { w o r k s p a c e o b j i d / } . @58<5=C209B5 =01>@0 >B 40==8 =0 h t t p s : / / w w w . p o w e r b i . c o m 8 >?8B09B5 >B=>2>. h ?5@0F8OB0 5 >3@0=8G5=0 >B P o w e r B I P r e m i u m ?>@048 ?@5B>20@20=5 =0 :0?0F8B5B0. ?8B09B5 >B=>2> ?>- :JA=>. � @5<5 =0 87G0:20=5 ?> 2@5<5 =0 87:;NG20=5B> =0 =01>@0 =8H:8, :>30B> 54=0 >B =8H:8B5 2 =01>@0 =8H:8 =5 5 702J@H8;0 87?J;=5=85B> A8 =02@5<5. � ?5@0F8OB0 70 8720640=5 70 1070 40==8 % { d a t a b a s e i d / } 5 >3@0=8G5=0 >B P o w e r B I P r e m i u m , BJ9 :0B> 5 2 E>4 4@C30 >?5@0F8O 70 AJI0B0 1070 40==8. ?8B09B5 >B=>2> ?>- :JA=>. PA & >AB83=0B 5 :@0OB =0 B>G:0B0 >B 40==8. 57C;B0BJB =5 5 3>B>2. ^ J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 >?5@0F8O A D09;>25: % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . h J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 >B20@O=5 =0 D09;0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . j J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 70B20@O=5 =0 D09;0 ' % { N o t e 1 / } ' % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . f J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 G5B5=5 >B D09;0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . j J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 70?8A20=5 2J2 D09;0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . W @>G5B5=8 A0 =520;84=8 40==8 >B D09;0 ' % { N o t e 1 / } ' % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . b 72J@H5= 5 >?8B 70 87B@820=5 =0 ?JB 4> D09;, 157 ?J@2> 40 A5 8=8F80;878@0 @>48B5;A:0B0 48@5:B>@8O. d J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> G e t F i l e T i m e : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . d J7=8:=0 A;54=0B0 A8AB5<=0 3@5H:0 >B ?>28:20=5 4> G e t F i l e S i z e : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 :>?8@0=5 =0 D09;0 " % { p a t h f r o m / } " 2J2 D09;0 " % { p a t h t o / } " : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � > 2@5<5 =0 >?8B0 70 >B<O=0 =0 G0:0I8B5 >?5@0F88 A D09;>25 2J7=8:=0 A;54=0B0 3@5H:0: " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � > 2@5<5 =0 >?8B 70 >?5@0F8O 70 BJ@A5=5 =0 D09; 2J7=8:=0 A;54=0B0 3@5H:0 70 D09;0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . A J7=8:=0 3@5H:0 ?> 2@5<5 =0 AJ74020=5B> =0 48@5:B>@8O: " % { d i r / } " . V @5H:0 ?@8 >B20@O=5 =0 D09;0. % { f i l e n a m e / } =5 5 D09; =0 48A: 8;8 D09;JB =5 5 4>ABJ?5=. * @5H:0 ?@8 AJ74020=5 =0 >?0H:0 70 B09<5@0. @5H:0 ?@8 AJ74020=5 =0 B09<5@0. ? #:070=0B0 ?0@>;0 5 =5?@028;=0 8;8 D09;JB " % { f i l e / } " 5 ?>2@545=. � J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 ?@5<5AB20=5 =0 D09;0 " % { p a t h f r o m / } " 2J2 D09;0 " % { p a t h t o / } " : % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . r J7=8:=0 A;54=0B0 3@5H:0 ?> 2@5<5 =0 =0=0AO=5 2 ?0<5BB0 =0 D09;0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . PA } 72J@H5= 5 >?8B 70 >B20@O=5 =0 D09;, :>9B> 25G5 5 >B2>@5=. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . [ !;54=8OB D09; 5 ?>2@545=: $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09; % { L o g i c a l F i l e / } . � JB@5H=0 3@5H:0 2 AJ@2J@0: AJI5AB2C20I8OB ;>38G5A:8 D09; =5 <>65 40 A5 ?@570?8H5. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . } >38G5A:8OB D09; =5 <>65 40 A5 >B:@85 2J2 D878G5A:8O D09;. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . � 04020=5B> =0 :@0O =0 ;>38G5A:8O D09; 2J2 D878G5A:8O D09; 5 =5CA?5H=>. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . S e t E v e n t 5 =5CA?5H=>. y 07<5@JB =0 AB@0=8F0B0 70 A;54=8O D09; =5 A5 ?>44J@60: $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . � J2 D>=>20B0 =8H:0, 87?J;=O20I0 L a z y W r i t e r , 2J7=8:=0 / 3@5H:0. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 87B@820=5 =0 E@0=8;8I5B> 70 D09;>25. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . PA� 5 <>30B 40 A5 70?8A20B 40==8 2J2 D09; A0<> 70 G5B5=5. ?5@0F8OB0 5 =5CA?5H=0. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . ] =0 70?8A0 5 =5?@028;5=. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . h 0?8AJB =0428H020 <0:A8<0;=8O @07<5@. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . J7=8:=0 A8AB5<=0 3@5H:0 ?> 2@5<5 =0 >?8B 70 G5B5=5 >B 8;8 70?8A20=5 2 E@0=8;8I5 70 D09;>25. 0<5BB0 8;8 48A:>2>B> ?@>AB@0=AB2> 2 A8AB5<0B0 <>65 40 5 =54>AB0BJG=>. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . G e t L a s t E r r o r :>4: % d { L a s t E r r o r C o d e / } . � J7=8:=0 F i l e S t o r e 3@5H:0. 568<JB 70 G5B5=5/ 70?8A20=5 <>65 40 A5 ?@><5=8 A0<> >B 70?8A20=5 =0 G5B5=5. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � J7=8:=0 F i l e S t o r e 3@5H:0 ?> 2@5<5 =0 70:;NG20=5 =0 4045= 70?8A. J7<>6=> 5 3@5H:0B0 40 5 2J7=8:=0;0 ?@8 G5B5=5. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � JB@5H=0 3@5H:0: 72J@H5= 5 >?8B 70 704020=5 =0 ?>78F8OB0 =0 D09;0 A;54 :@0O =0 D09;0 70 ?>A;54>20B5;=0 >?5@0F8O 70 G5B5=5 8;8 70?8A20=5. f J7=8:=0 / 3@5H:0 ?> 2@5<5 =0 ?>A;54>20B5;=0 >?5@0F8O 70 G5B5=5 8;8 70?8A20=5 2J2 D09;0 " % { N o t e 1 / } " . � J7=8:=0 / 3@5H:0 ?> 2@5<5 =0 >?5@0F8O =0 ?>A;54>20B5;=> G5B5=5 >B 8;8 70?8A20=5 2J2 D09;0 " % { N o t e 1 / } " % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . m 07?@545;5=85B> =0 ?0<5BB0 5 =5CA?5H=>. ?5@0F8OB0 70 ?>A;54>20B5;=> G5B5=5 8;8 70?8A20=5 =5 <>65 40 702J@H8. c 0==8B5 =0 8=45:A0 A0 ?>2@545=8. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . ; J75;JB " % { N o d e N a m e / } " =5 5 >B:@8B 2 :>=D83C@0F8>==8O D09;. e J7=8:=0 =5>?@545;5=0 3@5H:0 ?@8 70@5640=5 =0 23@045=8O % { f i l e / } 2 A8AB5<0B0 =0 CA;C38B5 70 0=0;87. H J7=8:=0 3@5H:0 ?> 2@5<5 =0 >B20@O=5 =0 ;>:0;=8O D09; =0 :C1 " % { f i l e / } " . PA� > 2@5<5 =0 >?8B0 70 ?@>G8B0=5 =0 8=D>@<0F8OB0 >B 48A:0 2J7=8:=0 3@5H:0 ?@8 G5B5=5 70 D878G5A:8 D09;: % { P h y s i c a l F i l e / } , ;>38G5A:8 D09;: % { L o g i c a l F i l e / } % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . T @54>AB025=8OB ?JB " % { f i l e / } " A>G8 :J< AJI5AB2C20I D09;, :>9B> =5 <>65 40 A5 >B2>@8. E @>OB 2@J7:8 A % { f i l e / } =0 ;>:0;5= :C1 =0428H8 ;8<8B0 >B % { n u m / } . �%@0=8;8I5B> 70 D09;>25 5 ?J;=>. %@0=8;8I5B> AJ4J@60 <0:A8<0;=8O 1@>9 70?8A8, @07@5H5=8 70 C:070=8O B8? =0 40==8B5. :> D09;JB 5 E@0=8;8I5 70 =87>25 ( . a s s t o r e , . b s t o r e , . k s s t o r e 8;8 . s t r i n g D09;) , :>9B> 5 ?@81;878B5;=> 4 , ?@52:;NG5B5 =0 4@C3 D>@<0B E@0=8;8I5 70 =87>25 70 0B@81CB0 70 87<5@5=85 8;8 4@C30 3@C?0 70 87<5@20=5 =0 1@>O, A2J@70=0 A E@0=8;8I5B>. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . �%@0=8;8I5 70 =87>25 8;8 42>8G=> E@0=8;8I5 A =82> =0 AJ2<5AB8<>AB " 1 0 5 0 " 5 4>AB83=0;> <0:A8<0;=8O @07<5@ =0 D09; >B 4 3830109B0. 0 40 AJE@0=O20B5 4>?J;=8B5;=8 =87>25, <>65B5 40 ?@><5=8B5 A2>9AB2>B> S t r i n g S t o r e s C o m p a t i b i l i t y L e v e l =0 A2J@70=>B> 87<5@5=85 8;8 4@C3> 87<5@20=5 =0 1@>O =0 " 1 1 0 0 " , A;54 :>5B> 40 3> >1@01>B8B5 >B=>2>. "078 >?F8O 5 4>ABJ?=0 A0<> 70 1078 40==8 A =82> =0 AJ2<5AB8<>AB " 1 1 0 0 " 8;8 ?>- 28A>:>. $878G5A:8 D09;: % { P h y s i c a l F i l e / } . >38G5A:8 D09;: % { L o g i c a l F i l e / } . � 72J@H5= 5 >?8B 70 87B@820=5/ ?@5<5AB20=5/ AJ74020=5/ 70?8A20=5/ 87G8AB20=5 =0 D09;, 4>:0B> D09;>20B0 A8AB5<0 5 2 @568< A0<> 70 G5B5=5. PA O @>OB 70O2:8 :J< A8AB5<0B0 2 ?0<5BB0 =0428H8 ;8<8B0 >B % { n u m / } 70 % { f i l e / } . PA 7 @5H:0 2 ?0<5BB0 % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . � @5H:0 ?@8 @07?@545;5=85B> % 1 [ : % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . :> 87?>;720B5 3 2 - 18B>20 25@A8O =0 ?@>4C:B0, =04AB@>9B5 4> 6 4 - 18B>20B0 25@A8O 8;8 C25;8G5B5 >15<0 =0 =0;8G=0B0 ?0<5B 2 :><?NBJ@0. [ JB@5H=0 70O2:0 :J< ?0<5BB0 =0428H8 :2>B0B0 =0 ?0<5BB0 70 B5:CI>B> 459AB285 70 >1@01>B20=5. � ?5@0F8OB0 =5 <>65 40 A5 872J@H8, BJ9 :0B> ?@81;878B5;=0B0 :2>B0 =0 ?0<5BB0 ( % d { R e q u e s t / } ) =0428H020 =0;8G=0B0 A8AB5<=0 ?0<5B ( % d { Q u o t a / } ) . � > 2@5<5 =0 >?8B0 70 AJE@0=O20=5 =0 =87 5 >B:@8B =87, :>9B> 5 ?>- 3>;O< >B 871@0=8O @07<5@ =0 AB@0=8F0B0. ?5@0F8OB0 =5 <>65 40 702J@H8. B JB@5H=> E@0=8;8I5 70 40==8 =0428H020 <0:A8<0;=8O @07@5H5= @07<5@. h 7?>;720=0B0 70 >1@01>B:0 ?0<5B =0428H020 >3@0=8G5=85B> 70 >1@01>B:0 70 @01>B=0B0 3@C?0 =0 1070B0 40==8. o >30B> >3@0=8G5=8OB0 70 >1@01>B20=5 A0 @07@5H5=8, =5 <>65 40 >1@01>B20B5 =O:>;:> 1078 40==8 2 54=0 B@0=70:F8O. e 7?>;720=0B0 70 =0AB>OI0B0 >?5@0F8O ?0<5B =0428H020 ;8<8B0 70 ?0<5BB0 70 @01>B=0B0 3@C?0 % { W L G I D / } . � B:@8B 5 70?8A ( % d { r e c o r d S i z e / } 109B0) , :>9B> =0428H020 <0:A8<0;=8O 1@>9 AB@0=8F8 70 >15:B0 70 AJE@0=5=85 ( % d { p a g e S i z e / } 109B0) . � 57C;B0BJB >B 70O2:0B0 AJ4J@60 >A A B2J@45 <=>3> :>;>=8. 18:=>25=> B>20 2J7=8:20, :>30B> B2J@45 <=>3> 95@0@E88 A0 2J@=0B8 =0 4045=0 >A. >65 40 CA?55B5 40 87153=5B5 B078 3@5H:0, :0B> 701@0=8B5 95@0@E88B5 2 <>45;0. � "5:CI0B0 AB>9=>AB =0 1@>O 70?8A8 2 E@0=8;8I5B> =0 ?0<5BB0 5 % d { r e c o r d C o u n t / } ; 4> E@0=8;8I5B> 15H5 87?@0B5=0 70O2:0 70 70?8A20=5 =0 % d { b y t e s T o W r i t e / } 109B0, :>5B> ?@8G8=8 3@5H:0 872J= >1E20B . � "5:CI0B0 AB>9=>AB =0 B5:CI0B0 ?>78F8O =0 E@0=8;8I5B> =0 ?0<5BB0 5 % d { c u r r F i l e P o s / } ; 4> E@0=8;8I5B> 15H5 87?@0B5=0 70O2:0 70 70?8A20=5 =0 % d { b y t e s T o W r i t e / } 109B0, :>5B> ?@8G8=8 3@5H:0 872J= >1E20B . � "5:CI>B> 2=54@O20=5 =0 S e t S i z e ( ) =0 E@0=8;8I5B> =0 ?0<5BB0 ?>44J@60 A0<> 4> 4 ; 4> E@0=8;8I5B> 15H5 87?@0B5=0 70O2:0 70 704020=5 =0 % d { r e q u e s t e d S i z e / } , :>5B> ?@8G8=8 3@5H:0 872J= >1E20B . � "5:CI>B> 2=54@O20=5 =0 S e t S i z e ( ) =0 E@0=8;8I5B> =0 ?0<5BB0 =5 ?>44J@60 C25;8G020=5B> =0 @07<5@0 =0 ?>B>:0; 4> E@0=8;8I5B> 15H5 87?@0B5=0 70O2:0 70 C25;8G020=5 4> % d { r e q u e s t e d S i z e / } ?@8 B5:CI @07<5@ >B % d { r e c o r d C o u n t / } . � <0 B2J@45 <=>3> >?5@0F88 ?> >1@01>B20=5, :>8B> A5 87?J;=O20B 54=>2@5<5==>. ?8B09B5 >B=>2> ?>- :JA=>, :>30B> 702J@H0B =O:>8 >B B5:CI> 87?J;=O20I8B5 A5 >?5@0F88 ?> >1@01>B20=5. j JB@5H=8B5 T O M 70O2:8 B@O120 40 A0 >3@0=8G5=8 4> 54=0 D B ; 70O2:8B5 70 <=>65AB2> 1078 40==8 =5 A5 ?>44J@60Bl 0O2:8B5 70 B@0=70:F88 A <=>65AB2> 1078 40==8 =5 A5 ?>44J@60B, :>30B> ?@>A;54O20=5B> =0 @5AC@A8 5 @07@5H5=>. > @5H:0 2 O L E D B 8;8 O D B C % 1 [ : % { E x t e r n a l / } % ] % [ ; % { E x t e r n a l / } % ] . � J7=8:=0 ?@5E>4=0 3@5H:0 O l e D B / O D B C . J7<>6=> 5 40 A5 =0?@02OB 4>?J;=8B5;=8 >?8B8, 0:> B>20 A5 @07@5H020 >B >3@0=8G5=8OB0 =0 >1@01>B20=5B>. PA 2 @5H:0 2 C O M % 1 [ : % { E x t e r n a l / } % ] % [ ; % { E x t e r n a l / } % ] . � @5H:0 ?@8 >?8B 70 87?>;720=5 =0 70O2:0 8;8 ?>B>: A >B3>2>@. ">20 <>65 40 1J45 ?@8G8=5=> >B ?@5:JA20=8O =0 2@J7:0B0 >B AB@0=0 =0 :;85=B0. C O M 3@5H:0% 1 [ : % { E x t e r n a l / } % ] % [ ; % { E x t e r n a l / } % ] . G J7=8:=0 A;54=0B0 W i n H t t p 3@5H:0: % 1 [ % { E x t e r n a l / } % ] % [ , % { E x t e r n a l / } % ] . PA M i c r o s o f t A n a l y s i s S e r v i c e s PA !8AB5<0 =0 M i c r o s o f t P o w e r P i v o t PA ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 8<0 =5B@8280;5= A5:B>@ 2 87<5@5=85B> =0 3@C?0B0 <5@:8 >B B8? " <=>3> :J< <=>3>" " % { m e a s u r e g r o u p d i m e n s i o n / } " 2 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " . ?5@0F88B5 70 >1@0B=> 70?8A20=5 2 :;5B:8 :J< 87<5@5=8O >B B8? " <=>3> :J< <=>3>" =5 A0 @07@5H5=8. ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 8<0 =5B@8280;5= A5:B>@ 2 87<5@5=85B> =0 3@C?0B0 <5@:8 70 ?@5?@0B:0 " % { m e a s u r e g r o u p d i m e n s i o n / } " 2 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " . ?5@0F88B5 70 >1@0B=> 70?8A20=5 2 :;5B:8 :J< 87<5@5=8O =0 ?@5?@0B:8 =5 A0 @07@5H5=8. ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 8<0 =5B@8280;5= A5:B>@ 2 87<5@5=85B> =0 3@C?0B0 <5@:8 70 AJ18@0=5 =0 40==8 " % { m e a s u r e g r o u p d i m e n s i o n / } " 2 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " . ?5@0F88B5 70 >1@0B=> 70?8A20=5 2 :;5B:8 :J< 87<5@5=8O =0 AJ18@0=5 =0 40==8 =5 A0 @07@5H5=8. ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 8<0 =5B@8280;5= A5:B>@ 2 87<5@5=85B> " % { c u b e d i m e n s i o n / } " , :>5B> =5 5 A2J@70=> A 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " . ?5@0F88B5 70 >1@0B=> 70?8A20=5 2 :;5B:8 :J< 87<5@5=8O, :>8B> =5 A0 A2J@70=8 A 3@C?0B0 <5@:8, =5 A0 @07@5H5=8. � ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 =5 <>65 40 A5 872J@H8, BJ9 :0B> 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " =O<0 4O; A 2J7<>6=>AB 70 70?8A20=5. � 8@5:B=0B0 >?5@0F8O 70 >1@0B=> 70?8A20=5 2 :;5B:8 =5 <>65 40 A5 872J@H8, BJ9 :0B> 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " =O<0 4O; A 2J7<>6=>AB 70 70?8A20=5. Y ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 =5 <>65 40 0:BC0;878@0 :;5B:0 2 =C;520 AB>9=>AB. O 1@0B=>B> 70?8A20=5 2 :;5B:8 5 =5CA?5H=>, BJ9 :0B> 54=0 >B :;5B:8B5 5 70I8B5=0. u ?5@0F8OB0 70 70?8A20=5 2 :;5B:8 8<0 =5A1>@=0 <O@:0 A 8<5 " % { m e a s u r e / } " :0B> B5:CI0 :>>@48=0B0, :>5B> =5 5 @07@5H5=>. PAp ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 =5 <>65 40 A5 872J@H8 70 B078 :;5B:0 ( @54=> G8A;> = " % { C e l l O r d i n a l / } " ) . h ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 8<0 87G8A;5= G;5= :0B> B5:CI0 :>>@48=0B0, :>5B> =5 5 @07@5H5=>. � ?5@0F8OB0 70 >1@0B=> 70?8A20=5 5 =5CA?5H=0, BJ9 :0B> >A=>2=>B> A@>4=> E@0=8;8I5 8<0 B01;8F0, G89B> 1@>9 :>;>=8 A5 @07;8G020 >B 1@>O =0 :>;>=8B5, >G0:20=8 2 459AB28B5;=>AB, :>5B> >7=0G020 ?>2@540 =0 40==8B5. k 1@0B=>B> 70?8A20=5 2 :;5B:0 5 =5CA?5H=>, BJ9 :0B> C:070=0B0 :;5B:0 =5 AJI5AB2C20 2 ?@>AB@0=AB2>B> =0 :C10. � ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:0 8<0 =5B@8280;5= A5:B>@ 8 87@07 =0 <O@:0 2 3@C?0B0 <5@:8 " % { m e a s u r e g r o u p / } " . ?5@0F88B5 70 >1@0B=> 70?8A20=5 2 :;5B:8 70 87@07 =0 <O@:0 70 =5B@8280;5= A5:B>@ =5 A0 @07@5H5=8. q ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 8<0 CB56=5=> @07?@545;5=85 4> 0 8;8 =C;520 :;5B:0, :>5B> =5 5 @07@5H5=>. ` ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 5 ?@5:@0B5=0, BJ9 :0B> >1E20B8B5 =0 :C1>25B5 A0 87B@8B8h 5 <>65 40 A5 872J@H8 >1@0B=> 70?8A20=5 2 =5;8AB>20 :;5B:0, :>OB> =O<0 ?>4G8=5=8 :;5B:8 >B ;8AB>2> =82>. \ ?5@0F8OB0 70 >1@0B=> 70?8A20=5 2 :;5B:8 =5 <>65 40 0:BC0;878@0 :;5B:0 A 157:@09=0 AB>9=>AB. PA - <5B> =0 AJ?>AB02O=5B> =5 <>65 40 A5 @07@5H8. � 8A?5G5@JB =0 AJ>1I5=8O 70 578:>20B0 ?@><5=;820 ?> ?>4@0718@0=5 =5 <>65 40 1J45 >B:@8B. 78:>20B0 ?@><5=;820 I5 A5 ?@><5=8 =0 U S E n g l i s h . C X M L 45D8=8F8OB0 =0 AJ>1I5=85B> AJ4J@60 2J75;, :>9B> =5 A5 ?>44J@60. & 87JB =0 @5AC@A0 =5 <>65 40 A5 70@548. J 5 <>65 40 A5 35=5@8@0 AJ>1I5=85 70 A;54=8O :>4 =0 3@5H:0: % { r e s u l t _ c o d e / } PAT 8A?5G5@JB =0 AJ>1I5=8O 70 578:>20B0 ?@><5=;820 % { l a n g u a g e / } =5 <>65 40 1J45 >B:@8B. n !B>9=>ABB0 =0 :>40 " % { C o d e T y p e / } " 70 ?>;5B>" % { F a c i l i t y N a m e / } " 2 X M L 45D8=8F8OB0 =0 AJ>1I5=85B> =5 A5 ?>44J@60. x !B>9=>ABB0 =0 B8?0 =0 3@5H:0B0 70 ' % { N o d e N a m e / } ' % { N o d e T y p e / } 2 X M L D09;0 A >?@545;5=85B> =0 AJ>1I5=85B> =5 A5 ?>44J@60.
( !B>9=>AB) ( &5;) ( !JAB>O=85) ( "5=45=F8O) ( "53;>) G =AB@C:F8OB0 C A C H E A@5I=0 ?>4:C1 A <=>3> 3@0=C;0@=>AB8 70 548= 0B@81CB. PA 3 5@0@E8OB0 % { d i m / } 25G5 AJI5AB2C20 2 >AB0 % { a x i s / } . ` 7G8A;5=8OB G;5= " % { n a m e / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 G;5= AJA AJI>B> 8<5. w 7G8A;5=8OB G;5= % { n a m e / } =5 <>65 40 A5 AJ74045, BJ9 :0B> =53>28OB @>48B5; 5 =0 =09- =8A:>B> =82> 2 95@0@E8OB0 % { h i e r / } . . B@81CBJB =0 87<5@5=85B> % { n a m e / } =5 5 >B:@8B. $ C1JB % { s t r C u b e N a m e / } =5 AJI5AB2C20. ] 5 <>65 40 A5 87?>;720 AJ2:C?=>AB >B DC=:F88 70 87G8A;5=8 G;5=>25 2 87<5@5=85B> " 7<5@20=8O" . M 7<5@5=85B> " % { n a m e / } " =5 5 >B:@8B> 2 :C10 ?@8 0=0;878@0=5B> =0 =870 % { s t r / } . L 5@0@E8OB0 " % { n a m e / } " =5 5 >B:@8B0 2 :C10 ?@8 0=0;878@0=5B> =0 =870 % { s t r / } . R 15:BJB =0 =82>B> " % { n a m e / } " =5 5 >B:@8B 2 :C10 ?@8 0=0;878@0=5B> =0 =870 % { s t r / } . G ';5=JB " % { n a m e / } " =5 5 >B:@8B 2 :C10 ?@8 0=0;878@0=5B> =0 =870 % { s t r / } . h B:@8B0 5 157:@09=0 @CB8==0 ?>2B>@O5<>AB. &8:J;JB >B 7028A8<>AB8 5: % 1 [ % { s t r N a m e / } % ] % [ - > % { s t r N a m e / } % ] . 9 &8D@>28OB 87@07 A5 87G8A;O20 =0 =587?>;7205<> @07AB>O=85. - - - . K @3C<5=BJB % d { a r g / } 2J2 DC=:F8OB0 % { f u n c / } =5 <>65 40 A5 :>=25@B8@0 =0 =87. F $C=:F8OB0 % { f u n c / } =5 <>65 40 ?@85<5 =C;52 G;5= 70 0@3C<5=B0 % d { a r g / } . � J@28OB 0@3C<5=B =0 DC=:F8OB0 " R a n k " , 87@07 =0 :>@B56, B@O120 40 ?@5?@0I0 :J< AJI8B5 95@0@E88 :0B> 2B>@8O 0@3C<5=B, 704045= 87@07. r #:070=8B5 =01>@8 2J2 DC=:F8OB0 % { f u n c / } 8<0B =5AJ2<5AB8<8 95@0@E88 =0 ?>78F8O % { i H i e r / } . 01>@8B5 A0 =5AJ2<5AB8<8. - 01>@JB =5 AJ4J@60 95@0@E8O A C:070=>B> =82>. q "2J@45 <=>3> 0@3C<5=B8 A0 ?>4045=8 :J< DC=:F8OB0 % { f u n c / } . 0:A8<0;=8OB 1@>9 0@3C<5=B8 70 DC=:F8OB0 5 % l d { c M a x / } . p "2J@45 <0;:> 0@3C<5=B8 A0 ?>4045=8 :J< DC=:F8OB0 % { f u n c / } . 8=8<0;=8OB 1@>9 0@3C<5=B8 70 DC=:F8OB0 5 % l d { c M i n / } . ^ 5 A0 ?>4045=8 0@3C<5=B8 :J< DC=:F8OB0 % { f u n c / } , :>OB> 878A:20 =09- <0;:> % l d { c M i n / } 0@3C<5=B0. ? 0 0@3C<5=B =0 DC=:F8OB0 A5 >G0:20 87@07, => =5 5 >B:@8B B0:J2. � "@5B8OB 0@3C<5=B =0 DC=:F8OB0 70 =0A;545=8 5;5<5=B8 B@O120 40 5 54=> >B A;54=8B5: S E L F , B E F O R E , A F T E R , S E L F _ A N D _ B E F O R E , S E L F _ A N D _ A F T E R , B E F O R E _ A N D _ A F T E R , S E L F _ B E F O R E _ A F T E R 8;8 L E A V E S . ] ';5=JB 8 =82>B> 2J2 DC=:F8OB0 70 =0A;545=8 5;5<5=B8 B@O120 40 ?@8=04;568 :J< AJI0B0 95@0@E8O. E 7@07JB 2J2 DC=:F8OB0 % { f u n c / } =5 <>65 40 A5 :>=25@B8@0 2 FO;> G8A;>. L =AB@C:F8OB0 C A L C U L A T E =5 <>65 40 A5 ?>:0720 2 BO;>B> =0 8=AB@C:F8OB0 S C O P E . A 54=>B> G8A;> =0 =82>B> 5 872J= 480?07>=0 2J2 DC=:F8OB0 % { f u n c / } . ' 82>B> " % { n a m e / } " =5 AJI5AB2C20 2 :C10. X ?5@0=48B5 =0 >?5@0B>@0 70 >1E20B ( : ) A0 A @07;8G=8 =820, 0 B@O120 40 1J40B A 54=0:28. \ ?5@0=48B5 =0 >?5@0B>@0 70 >1E20B ( : ) A0 A @07;8G=8 95@0@E88, 0 B@O120 40 1J40B A 54=0:28. O 7G8A;5= G;5= =5 <>65 40 A5 87?>;720 :0B> >?5@0=4 =0 >?5@0B>@0 70 >1E20B ( : ) . . . - ';5=>25B5 =0 >AB0 B@O120 40 A0 <564C 0 8 1 2 7 . g #:070=8B5 2 70O2:0 G;5=>25 =0 >AB0 B@O120 40 A5 C:0720B ?>A;54>20B5;=> 8 =5 <>65 40 AJ4J@60B 8=B5@20;8. , ';5= =0 >AB0 =5 <>65 40 A5 ?>2B0@O 2 70O2:0. < 5@0@E8OB0 " % { h i e r / } " A5 ?>:0720 ?>25G5 >B 254=J6 2 :>@B560. P =AB@C:F8OB0 C R E A T E M E M B E R =5 <>65 40 A5 ?>:0720 2 BO;>B> =0 8=AB@C:F8OB0 S C O P E . M =AB@C:F8OB0 C R E A T E S E T =5 <>65 40 A5 ?>:0720 2 BO;>B> =0 8=AB@C:F8OB0 S C O P E . r >65 40 A5 ?@54>AB028 A0<> 54=> >?8A0=85. " % { s t r D e s c / } " 5 ?@54>AB025=> :0B> G0AB >B 87G8A;5=0 :;5B:0 8 A5 ?>2B0@O. PA X @54>AB025=> 5 4C1;8@0=> A2>9AB2> D I S A B L E D :0B> G0AB >B 45D8=8F8OB0 =0 87G8A;5=0 :;5B:0. Y @54>AB025=> 5 4C1;8@0=> A2>9AB2> C O N D I T I O N :0B> G0AB >B 45D8=8F8OB0 =0 87G8A;5=0 :;5B:0. n @54>AB025=> 5 4C1;8@0=> A2>9AB2> =0 1@>9 87?J;=5=8O % { s t r P a s s / } :0B> G0AB >B 45D8=8F8OB0 =0 87G8A;5=0 :;5B:0. x @54>AB025=> 5 4C1;8@0=> A2>9AB2> =0 4J;1>G8=0B0 =0 87?J;=5=85 % { s t r P a s s / } :0B> G0AB >B 45D8=8F8OB0 =0 87G8A;5=0 :;5B:0. o 7<5@5=85B> " % { s t r D i m / } " AJ4J@60 ?>25G5 >B 54=0 95@0@E8O, ?>@048 :>5B> 95@0@E8OB0 B@O120 40 5 OA=> D>@<C;8@0=0. ^ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 87<5@5=85. ] $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 95@0@E8O. Y $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 G;5=. [ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 :>@B56. i $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =87 8;8 F8D@>2 87@07. e $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =01>@ >B :>@B568. ^ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 87<5@5=85 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =82>. b $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 87<5@5=85 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 95@0@E8O. ^ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 87<5@5=85 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 G;5=. ` $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 87<5@5=85 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 :>@B56. PAn $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 87<5@5=85 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =87 8;8 F8D@>2 87@07. j $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 87<5@5=85 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =01>@ >B :>@B568. ] $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 95@0@E8O 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =82>. ] $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 95@0@E8O 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 G;5=. _ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 95@0@E8O 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 :>@B56. k $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 95@0@E8O 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =87 8;8 F8D@>2 =87. i $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 95@0@E8O 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =01>@ >B :>@B568. Y $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 G;5= 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =82>. [ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 G;5= 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 :>@B56. i $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 G;5= 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =87 8;8 F8D@>2 87@07. e $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 G;5= 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =01>@ >B :>@B568. [ $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 :>@B56 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =82>. k $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 :>@B56 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =87 8;8 F8D@>2 87@07. g $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 :>@B56 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =01>@ >B :>@B568. i $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =87 8;8 F8D@>2 87@07 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =82>. u $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =87 8;8 F8D@>2 87@07 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =01>@ >B :>@B568. e $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =01>@ >B :>@B568 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =82>. u $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =01>@ >B :>@B568 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 =87 8;8 F8D@>2 87@07. Y !JI5AB2C20 ?@5?J;20=5 2 AB>9=>ABB0 =0 1@>O 8;8 4J;1>G8=0B0 =0 87?J;=5=85 =0 87G8A;5=85B>. 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Y 5@0@E8OB0 % { h i e r / } 5 87?>;720=0 ?>25G5 >B 254=J6 2J2 DC=:F8OB0 " @JAB>A0=> >1548=O20=5" . � ';5= 2 0B@81CB0 " % { a t t r / } " 8<0 =5?>44J@60=0 AB>9=>AB =0 C=0@=8O >?5@0B>@ " % { u o p / } " . 07@5H5=8 A0 A0<> A;54=8B5 AB>9=>AB8 70 C=0@=8 >?5@0B>@8: + , - , * , / 8;8 ~ . # $C=:F8OB0 " % { n a m e / } " =5 AJI5AB2C20. i 0@5640=5B> =0 1;>:0 % { n a m e / } 5 =5CA?5H=> AJA A;54=0B0 3@5H:0: % 1 [ % { e x c e p t i o n / } % ] % [ ; % { e x c e p t i o n i n n e r / } % ] . � 71@>O20=5B> =0 B8?>25 8;8 DC=:F88 G@57 >B@07O20=5 2 70I8B5= :>4 5 =5CA?5H=> AJA A;54=0B0 3@5H:0: % 1 [ % { e x c e p t i o n / } % ] % [ ; % { e x c e p t i o n i n n e r / } % ] . � 7?J;=5=85B> =0 :>=B@>;8@0=0B0 AJE@0=5=0 ?@>F54C@0 % { s p r o c / } 5 =5CA?5H=> AJA A;54=0B0 3@5H:0: % 1 [ % { e x c e p t i o n / } % ] % [ % { e x c e p t i o n i n n e r / } % ] . ( >ABJ?JB 70 G5B5=5 2 :;5B:0B0 5 >B:070=. + >ABJ?JB 70 70?8A20=5 2 :;5B:0B0 5 >B:070=. b ';5=>25B5, :>@B568B5 8;8 =01>@8B5 B@O120 40 87?>;720B 54=8 8 AJI8 95@0@E88 2J2 DC=:F8OB0 % { f u n c / } . PAw $C=:F8OB0 % { f u n c / } >G0:20 =01>@ >B G;5=>25 70 0@3C<5=B0 % d { a r g / } . >4045= 5 =01>@ >B :>@B568 A ?>25G5 >B 54=0 95@0@E88. F 20 :>@B560, C:070=8 2J2 DC=:F8OB0 % { f u n c / } , A0 A @07;8G=0 87<5@8<>AB. l 5B09;878@0=0B0 95@0@E8O % { s t r H i e r N a m e / } =5 <>65 40 A5 >B:@85 2 =01>@0 >B :>@B568, C:070=8 70 45B09;878@0=5. c #:070=0B0 95@0@E8O 70 45B09;878@0=5 % { s t r H i e r N a m e / } =5 <>65 40 A5 >B:@85 2 =01>@0 70 45B09;878@0=5. � $C=:F8OB0 D r i l l D o w n M e m b e r =5 ?>44J@60 @5:C@A82=> 45B09;878@0=5, :>30B> 95@0@E8OB0 =0 2B>@8O =01>@ 5 @07;8G=0 >B ?0@0<5BJ@0 =0 95@0@E8OB0. t G0:20 A5 20;84=0 8=AB@C:F8O, => 2<5AB> B>20 5 C:070= 87@07 8;8 :>;5:F8O >B A2>9AB20 =0 ?5@A>=0;878@0= CA@545= A1>@. T ?F8OB0 A L L A5 >G0:20 70 B@5B8O 0@3C<5=B =0 DC=:F8OB0 70 ?@5A8G0=5. >4045= 5 87@07. 2 G0:20 A5 M D X 87@07, 0 5 C:070=0 ?J;=0 8=AB@C:F8O. Z > ?>4@0718@0=5 A5 >G0:20 87<5@5=85 =0 2@5<5 =0 B8?. :C10 =5 5 >B:@8B> B0:>20 87<5@5=85. c ';5=JB 8 =82>B> 2J2 DC=:F8O 70 :>=25@B8@0=5 =0 40B0 B@O120 40 ?@8=04;560B :J< 54=0 8 AJI0 95@0@E8O. S M D X DC=:F8OB0 =5 <>65 40 A5 ?@8;>68, BJ9 :0B> 87@07JB =0 0@3C<5=B 2J@=0 =C;52 G;5=. I > ?>4@0718@0=5 A5 >G0:20 =82> =0 <5A5F. :C10 =5 5 >B:@8B> B0:>20 =82>. N > ?>4@0718@0=5 A5 >G0:20 =82> =0 B@8<5A5G85. :C10 =5 5 >B:@8B> B0:>20 =82>. K > ?>4@0718@0=5 A5 >G0:20 =82> =0 A54<8F0. :C10 =5 5 >B:@8B> B0:>20 =82>. J > ?>4@0718@0=5 A5 >G0:20 =82> =0 3>48=0. :C10 =5 5 >B:@8B> B0:>20 =82>. PAV B>@8OB 0@3C<5=B, ?>4045= :J< DC=:F8OB0 70 95@0@E878@0=5, B@O120 40 5 704045= =0 P O S T . h "@5B8OB 0@3C<5=B, ?>4045= :J< DC=:F8OB0 70 ?>4@5640=5, B@O120 40 5 704045= =0 A S C , B A S C , D E S C 8;8 B D E S C . 6 5 <>65 40 A5 >1@01>B8 =87 A ?@075= B5:AB :0B> 70O2:0. ^ $C=:F88B5 A V G , S U M , M I N 8 M A X =5 @01>BOB, 0:> 87@07, ?>4045= :0B> 0@3C<5=B, A5 >F5=O20 =0 =87. & 5 5 C:070=> @54=> G8A;> 70 4045=0 >A. Y 5 5 >B:@8B0 DC=:F8O 70 ?@5B>20@20=5 70 AJE@0=5=0B0 ?@>F54C@0. 0@0<5B@8B5 A0 =5?@028;=8. X $C=:F8OB0 70 87<5@5=85 >G0:20 87@07 =0 87<5@5=85, 95@0@E8O, =82> 8;8 G;5= :0B> 0@3C<5=B. L $C=:F8OB0 70 95@0@E8O >G0:20 87@07 =0 95@0@E8O, =82> 8;8 G;5= :0B> 0@3C<5=B. P 95@0@E8OB0 B@O120 40 A5 >?@545;8 G;5= ?> ?>4@0718@0=5. " % { s t r / } " =5 5 95@0@E8O* AB0 =0 A53<5=B0B>@0 =5 <>65 40 A5 ?>A>G8. - AB0 % { n u m / } =5 <>65 40 A5 ?>A>G8 2 70O2:0B0. B 54=>B> G8A;> =0 95@0@E8OB0 5 872J= >1E20B 2J2 DC=:F8OB0 % { f u n c / } . * % { n a m e / } 5 ?>A>G5=>, ?@548 40 5 87G8A;5=>. R ';5=JB ?> ?>4@0718@0=5 5 >?@545;5= 70 ?>- 4>;=>B> =82>, => =5 8 70 ?>- 3>@=>B> =82>. Y #:070=8OB G;5= ?> ?>4@0718@0=5 " % { m e m b e r n a m e / } " B@O120 40 5 >B 95@0@E8OB0 " % { h i e r n a m e / } " . T 7G8A;5=8OB G;5= % { n a m e / } =5 <>65 40 A5 87?>;720 :0B> @>48B5; =0 4@C3 87G8A;5= G;5=. PA< @54>AB025=8OB >1E20B =0 :;5B:8B5 5 872J= 4>?CAB8<8O >1E20B. ] G0:20 A5 :>;5:F8O >B ?5@A>=0;878@0=8 A2>9AB20 70 G;5=>25. #:070= 5 M D X 87@07 8;8 8=AB@C:F8O. C 5 5 C:070= :C1. 0 40 @01>B8 B078 :><0=40, B@O120 40 A5 C:065 :C1. ? =AB@C:F8OB0 E N D S C O P E =5 AJ2?040 A =0G0;=0B0 8=AB@C:F8O S C O P E . D 520;845= A8=B0:A8A =0 70O2:0. G0:20 A5 20;84=0 M D X 8;8 D A X 70O2:0. 1 =AB@C:F8OB0 T H I S =5 <>65 40 A5 87?>;720 2 87@07. p @3C<5=BJB S e t _ C o u n t =0 DC=:F8OB0 N o n E m p t y C r o s s J o i n 5 >B@8F0B5;5= 8;8 ?>- 3>;O< >B 1@>O =0 ?@54>AB025=8B5 =01>@8. 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Z $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 G;5= 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 <0A82. Z $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =82> 70 0@3C<5=B0 % d { a r g / } . 7?>;720= 5 87@07 =0 <0A82. 8 A8G:8 5;5<5=B8 2 <0A820 B@O120 40 A0 >B 548= 8 AJI B8?. Q ?@545;5=0B0 >B ?>B@518B5;O DC=:F8O " % { f u n c / } " 2@JI0 <0A82, :>OB> =5 A5 ?>44J@60. X #:070=8OB 1@>9 ?0@0<5B@8 =5 >B3>20@O =0 =0;8G=8B5 ?@5B>20@20=8O =0 DC=:F8OB0 " % { f u n c / } " . q >=B@>;8@0=8B5 1;>:>25 =5 <>30B 40 A5 70@54OB. 81;8>B5:0B0, m s m g d s r v . d l l , =5 5 70@545=0 8;8 25@A8OB0 =5 AJ2?040. ; 7@07JB 5 ?@075=. @54>AB025B5 20;845= 87@07 70 87G8A;5=85. PA[ <5B> " % { d i m n a m e / } " , C:070=> 2 8=AB@C:F8OB0 C A L C U L A T E U S I N G , =5 5 20;84=> 8<5 =0 87<5@5=85. T 7<5@5=85B> " % { d i m n a m e / } " 5 C:070=> ?>25G5 >B 254=J6 2 8=AB@C:F8OB0 C A L C U L A T E U S I N G . 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[ "@0=70:F8OB0 =0 70O2:0B0 =5 5 ?@>25@5=0. @5:@0BO20=5B> =0 70O2:0B0 >B AJ@2J@0 5 =5CA?5H=>. : 5D8=8F8O =0 ?>4:C1 =5 <>65 40 A5 @07@5H8 2 ?@075= ?>4:C1. � 01>@8 A G;5=>25 >B <=>3> =820 =0 95@0@E8O 157 @>48B5;- =0A;54=8: =5 <>65 40 A5 C:065 :0B> G0AB >B 45D8=8F8O =0 ?>4:C1. 7?>;7209B5 DC=:F8OB0 70 =0A;545=8 5;5<5=B8. � 01>@8 A <=>3> G;5=>25 >B =82> 2 =55AB5AB25=0 95@0@E8O =5 <>30B 40 A5 C:060B :0B> G0AB >B 45D8=8F8O =0 ?>4:C1. <5AB> B>20 87?>;7209B5 DC=:F8OB0 C h i l d r e n , D e s c e n d a n t s , M e m b e r s 8;8 A l l M e m b e r s . � 01>@8 A <=>3> 95@0@E88 =5 <>30B 40 A5 C:060B :0B> G0AB >B 45D8=8F8O =0 ?>4:C1. 7?>;7209B5 DC=:F8OB0 70 :@JAB>A0=> >1548=O20=5 8;8 >?5@0B>@0 70 :@JAB>A0=> >1548=O20=5 ( * ) . #:070=0 >B ?>B@518B5;O 3@5H:0. % { u s e r n o t e / } P 01>@JB B@O120 40 8<0 54=0 95@0@E8O, 70 40 A5 87?>;720 A 4>?J;=8B5;=8O >?5@0B>@. ^ A8G:8 G;5=>25 2 =01>@0, 87?>;720= A 4>?J;=8B5;=8O >?5@0B>@, B@O120 40 A0 >B 54=> 8 AJI> =82>. o M D X 70O2:8B5 B@O120 40 AJ4J@60B B>G=> B@8 >A8, :>30B> A2>9AB2>B> B l s C o n t e n t T y p e 5 704045=> =0 " S p r e a d s h e e t X m l " . r M D X 70O2:8B5 =5 <>30B 40 AJ4J@60B :;0C70 W H E R E , :>30B> A2>9AB2>B> " B l s C o n t e n t T y p e " 5 704045=> =0 " S p r e a d s h e e t X m l " . t M D X 70O2:8B5 =5 <>30B 40 AJ4J@60B :;0C70 N O N E M P T Y , :>30B> A2>9AB2>B> B l s C o n t e n t T y p e 5 704045=> =0 " S p r e a d s h e e t X m l " . i 5B09;878@0=5B> 5 =5CA?5H=>, BJ9 :0B> :>>@48=0B0B0, 845=B8D8F8@0=0 >B :;0C70B0 S E L E C T , 5 872J= 480?07>=0. R 5B09;878@0=5B> 5 =5CA?5H=>, BJ9 :0B> :;0C70B0 S E L E C T 2J@=0 ?>25G5 >B 54=0 :;5B:0. M 5 <>65B5 40 45B09;878@0B5, 0:> :;5B:0B0 2 871@0=0 :;0C70 5 87G8A;5=0 :;5B:0. ^ 5 <>65 40 A5 872J@H8 45B09;878@0=5 A CA;>285 =0 =82>, 0:> =82>B> =O<0 95@0@E8O =0 0B@81CB8B5. = $C=:F8OB0 U n k n o w n M e m b e r =5 <>65 40 A5 8728:0 2 B>78 :>=B5:AB. 0 <0 =5AJ>B25BAB285 2 B8?0 =0 DC=:F8OB0 % { f u n c / } . 3 <0 =5AJ>B25BAB285 2 B8?0 =0 >?5@0B>@0 =0 % { f u n c / } . @ <0 =5AJ>B25BAB285 2 B8?0 =0 0@3C<5=B0 =0 >?5@0B>@0 =0 % { f u n c / } . T <0 =5AJ>B25BAB285 2 B8?0 =0 0@3C<5=B0 ( >B 4OA=0B0 AB@0=0) =0 >?5@0B>@0 =0 % { f u n c / } . ) $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 =01>@. V $C=:F8OB0 % { f u n c / } >G0:20 8<5 =0 2>45I ?>:070B5; =0 ?@54AB02O=5B> ( K P I ) :0B> 0@3C<5=B. p @3C<5=BJB " % { k p i / } " , ?>4045= :J< DC=:F8OB0 % { f u n c / } , B@O120 40 5 8<5 =0 2>45I ?>:070B5; =0 ?@54AB02O=5B> ( K P I ) . ] !JE@0=5=8B5 ?@>F54C@8 A @07;8G=8 @568<8 =0 2J?;JI020=5 =5 <>30B 40 A5 8728:20B 54=8 >B 4@C38. u 5 5 704045=0 1078@0=0 =0 :>4 70I8B0 2 70I8B5= :>4 ?>@048 A;54=0B0 3@5H:0: % 1 [ % { e x c e p t i o n / } % ] % [ ; % { e x c e p t i o n i n n e r / } % ] . X >43>B>2:0B0 =5 5 157>?0A=0 ?> 2@5<5 =0 87?J;=5=85B> =0 AJE@0=5=0B0 ?@>F54C@0 % { s p r o c / } . P O@:0B0 " % { n a m e / } " =5 5 20;84=0. "@O120 40 5 2J2 2840 [ c u b e n a m e ] . [ m e a s u r e n a m e ] _ <5B> =0 87<5@5=85B> " % { n a m e / } " =5 5 20;84=>. "@O120 40 5 2J2 2840 [ c u b e n a m e ] . [ d i m e n s i o n n a m e ] ' =AB@C:F8O C R E A T E G L O B A L C U B E . % { t e x t / } ? B5:CI8O :>=B5:AB =5 5 @07@5H5=0 ?@>872>;=0 D>@<0 =0 =01>@8B5. 4 ?5@0B>@JB " % { o p / } " =5 <>65 40 A5 87?>;720 A =01>@8. X 82>B> G R O U P I N G , " % { n a m e / } " , =5 <>65 40 A5 ?>:0720 ?>A;54=> 2 45D8=8F8OB0 =0 95@0@E8OB0. � $C=:F8OB0 70 >A 5 8=48@5:B=> ?>A>G5=0 >B :>=B5:AB0 =0 8=AB@C:F8O, @07;8G=0 >B S E L E C T . F5=:0B0 =0 87@078B5, A2J@70=8 A B078 DC=:F8O, 5 CA?5H=0 A0<> :>30B> 5 8=48@5:B=> 0:B828@0=0 >B 8=AB@C:F8O S E L E C T . s $C=:F8OB0 % { f u n c / } >G0:20 G;5= 8;8 =01>@ =0 54=0 95@0@E8O 70 0@3C<5=B0 % d { a r g / } . >4045= 5 =01>@ >B <=>3> 95@0@E88. � 78A:20B A5 @07@5H5=8O >B 04<8=8AB@0B>@ =0 1070 40==8 70 87?J;=5=85 =0 :><0=40B0 C a l c u l a t i o n s C o n t i n g e n t 8;8 S e t C a l c u l a t i o n s N o n C o n t i n g e n t . _ ><0=40B0 S e t C a l c u l a t i o n s N o n C o n t i n g e n t =5 <>65 40 A5 8728:0 A;54 S e t C a l c u l a t i o n s C o n t i n g e n t . C $C=:F8OB0 % { f u n c / } =5 <>65 40 A5 87?J;=8 2 N o n C o n t i n g e n t AJAB>O=85. : @3C<5=BJB % { a r g / } 70 DC=:F8OB0 % { f u n c / } B@O120 40 5 D;03. M @3C<5=BJB % d { a r g / } 70 DC=:F8OB0 % { f u n c / } AJ4J@60 D;03, :>9B> =5 A5 ?>44J@60. Q 3@0=8G5=8OB0, =0;>65=8 >B D;030 C O N S T R A I N E D 2J2 DC=:F8OB0 % { f u n c / } , A0 =0@CH5=8. _ M D X DC=:F8OB0 % { f u n c / } 5 =5CA?5H=0, BJ9 :0B> :>>@48=0B0B0 70 0B@81CB0 " % { a t t r / } " AJ4J@60 =01>@. 5 <5B> =0 <>45;0 70 AJ18@0=5 =0 40==8 B@O120 40 5 =87. 0 5 5 C:070=> 8<5 =0 <>45;0 70 AJ18@0=5 =0 40==8. 3 #:070=8OB <>45; 70 AJ18@0=5 =0 40==8 =5 AJI5AB2C20. 4 #:070=8OB <>45; 70 AJ18@0=5 =0 40==8 =5 5 >1@01>B5=. PAX #:070=8OB <>45; 70 AJ18@0=5 =0 40==8 =5 5 G0AB >B O L A P AB@C:BC@0B0 70 AJ18@0=5 =0 40==8. w >=B5:AB=8OB :C1 =5 5 87B>G=8: =0 O L A P AB@C:BC@0B0 70 AJ18@0=5 =0 40==8, AJ4J@60I0 C:070=8O <>45; 70 AJ18@0=5 =0 40==8. K 0@0<5BJ@JB =0 87@070 B@O120 40 5 =87, :>9B> A5 >F5=O20 A F8D@>20 AB>9=>AB. 5 5 C:070= F8D@>2 87@07. D !;54=8OB F8D@>2 87@07 =5 <>65 40 A5 87G8A;8: % { d e t a i l e d _ e r r o r _ t e x t / } 1 &8D@>28OB 87@07 5 87G8A;5=, => =5 2J@=0 @57C;B0B. 7@07JB =5 5 20;845=. X $C=:F8OB0 5 =5CA?5H=0 ?>@048 A;54=0B0 3@5H:0: % 1 [ % { e x c e p t i o n / } % ] % [ ; % { e x c e p t i o n i n n e r / } % ] . ^ 01>@JB A 8<5 " % { n a m e / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 =01>@ AJA AJI>B> 8<5. x 7G8A;5=85B> =0 :;5B:0B0 " % { n a m e / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 87G8A;5=85 =0 :;5B:0 AJA AJI>B> 8<5. ^ 59AB285B> " % { n a m e / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 459AB285 AJA AJI>B> 8<5. ( 7G8A;5=8OB G;5= % { n a m e / } =5 AJI5AB2C20. # 01>@ A 8<5 % { n a m e / } =5 AJI5AB2C20. 0 7G8A;5=85B> =0 :;5B:0B0 % { n a m e / } =5 AJI5AB2C20. " 59AB285B> % { n a m e / } =5 AJI5AB2C20. 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O;>25B5 70 >1548=O20=5 B@O120 40 87?>;720B 548= 8 AJI @568< =0 AJE@0=5=85. � J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1548=O20=5B> =0 40==8 2 4O;0 " % { p a r t N a m e / } " . O;>25B5 70 >1548=O20=5 B@O120 40 A0 >B 548= 8 AJI B8?. #:070=8OB >15:B B@O120 40 5 4O;. s J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1548=O20=5B> =0 4O;>25B5. O;JB " % { p a r t N a m e / } " 87?>;720 =520;845= @568< =0 AJE@0=5=85. 0 !B0@B8@0=5B> =0 A5A8OB0 AJA AJ@2J@0 5 =5CA?5H=>. 6 ?5@0F8OB0 =5 A5 ?>44J@60 >B CA;C30B0 70 ?@5=0A>G20=5. @ 3@0=8G5=85B> % { s t r N a m e / } 5 704J;68B5;=>, => ;8?A20 >B 70O2:0B0. � "@0=70:F8O =0 A5A8O =5 <>65 40 A5 2;>68 2 AJI5AB2C20I0 B@0=70:F8O. 15:B8B5 >B A5A8OB0 =5 <>30B 40 A5 AJ74020B 2 B@0=70:F8O 872J= A5A8O. PA� "@0=70:F8OB0 =0 A5A8O 25G5 5 2 E>4, => 5 8=8F80;878@0=0 >?5@0F8O 70 70?8A20=5 872J= A5A8O. !;54 AJ74020=5B> =0 >15:B =0 A5A8O B>9 B@O120 40 A5 ?@5:@0B8 ?@548 >?8B0 70 >?5@0F8O 70 70?8A20=5 =0 AJ@2J@0 2 >15:B8 872J= A5A8O. � @5<5B> =0 87G0:20=5 =0 70O2:0B0 70 X M L D09; 70 0=0;87 87B5G5, ?@548 BO 40 1J45 702J@H5=0. !B>9=>AB =0 2@5<5B> =0 87G0:20=5: % d { t i m e o u t v a l / } A5:. X J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1548=O20=5B> =0 4O;>25B5. O;JB " % { p a r t N a m e / } " 5 >B40;5G5=. [ J7=8:=0 3@5H:0 ?> 2@5<5 =0 >1548=O20=5B> =0 4O;>25B5. O;JB " % { p a r t N a m e / } " =5 5 >1@01>B5=. 1 5 A0 C:070=8 4O;>25 =0 87B>G=8:0 70 >1548=O20=5. E O;JB " % { s t r N a m e / } " , C:070= 70 ?>ABJ?:>2> 0:BC0;878@0=5, 5 >B40;5G5=. P !2>9AB2>B> I m p a c t A n a l y s i s <>65 40 A5 704045 A0<> :>30B> E x e c u t i o n M o d e 5 E x e c u t e . x 0==8 >B @57C;B0B8B5 =5 <>30B 40 A5 70O2O20B, :>30B> E x e c u t i o n M o d e 5 P r e p a r e . >30B 40 A5 70O2O20B A0<> AE5<8/ <5B040==8. $ =AB@C:F8OB0 =5 <>65 40 A5 ?>43>B28. g !5A8OB0 8<0 AJE@0=5= @57C;B0B. "078 8=AB@C:F8O B@O120 40 87?>;720 AJE@0=5=8O @57C;B0B 8;8 40 3> 87B@85. y 57C;B0B8B5 >B B5:CI0B0 8=AB@C:F8O =5 <>30B 40 A5 AJE@0=OB 2 AJ@2J@0, BJ9 :0B> B5:CI0B0 A5A8O 25G5 8<0 AJE@0=5= @57C;B0B. } 57C;B0B8B5 >B B5:CI0B0 8=AB@C:F8O =5 <>30B 40 A5 AJE@0=OB 2 AJ@2J@0, BJ9 :0B> A2J@70=0B0 A5A8O =5 5 C:070=0 8;8 5 =520;84=0. F #:070=8OB R e s u l t I d 2 703;02:0B0 R e s u l t =5 5 20;845= 70 B5:CI0B0 A5A8O. P 57C;B0B8B5 =5 <>30B 40 A5 AJE@0=O20B 2 AJ@2J@0, :>30B> E x e c u t i o n M o d e 5 P r e p a r e . U 5 <>65 40 A5 87?>;720 AJI5AB2C20I AJE@0=5= @57C;B0B, :>30B> E x e c u t i o n M o d e 5 P r e p a r e . M 0 40 AJE@0=8B5 4045= @57C;B0B 2 AJ@2J@0, B@O120 40 87?J;=8B5 M D X 8=AB@C:F8O. g 0 40 87?>;720B5 @57C;B0B, AJE@0=5= =0 AJ@2J@0, B@O120 40 87?J;=8B5 >@838=0;=0B0 8;8 ?@07=0 8=AB@C:F8O. G AJ@2J@0 =5 AJI5AB2C20 20;845= AJE@0=5= @57C;B0B 70 70O25=8O R e s u l t I d . � J2545=0B0 8=AB@C:F8O =5 AJ2?040 A >@838=0;=0B0 8=AB@C:F8O, 87?>;720=0 70 35=5@8@0=5 =0 AJE@0=5=8O @57C;B0B 70 70O25=8O R e s u l t I d . L J2545=0B0 70O2:0 =5 5 =0 578:0, C:070= 2 A2>9AB2>B> D i a l e c t 70 B078 70O2:0. ) !2>9AB2>B> " % { s t r N a m e / } " =5 5 @07?>7=0B>. : =5 <>65 40 A5 87?>;720 ?>@B 0 70 I p v 6 8 I p v 4 54=>2@5<5==>. F 5 <>65 40 A5 AJ74045 >15:B =0 A5A8O ?@8 @07@5H5= D;03 A l l o w O v e r w r i t e . c !2>9AB2>B> " % { s t r N a m e / } " =5 <>65 40 A5 ?@570?8A20 8 :J< =53> =5 <>65 40 A5 =07=0G020 =>20 AB>9=>AB. - !2>9AB2>B> C u r r e n t C a t a l o g X M L / A =5 5 C:070=>. = 04J;68B5;=0 703;02:0 =5 5 @07?>7=0B0 8 =5 <>65 40 A5 >4>1@8. ; B:@8B8 A0 =5?@028;=> D>@<C;8@0=8 40==8, :>48@0=8 A b a s e 6 4 . H 78A:20 A5 =5?@07=0 AB>9=>AB 70 >3@0=8G5=85B> " % { s t r N a m e / } " >B 70O2:0B0. y !B>9=>ABB0% { v a l u e / } =0 A2>9AB2>B> =0 X M L f o r A n a l y s i s % { p r o p e r t y / } =5 <>65 40 A5 :>=25@B8@0 2 >G0:20=8O B8? =0 40==8B5. ` 5 <>30B 40 A5 87?@0I0B =5>1@01>B20I8 A5 70O2:8 :J< A5A8OB0, 4>:0B> 5 2 E>4 :>=2595@=0 >?5@0F8O. 7 >;CG5=0 5 70O2:0 >B E x c e l 2 A5A8O, :>OB> =5 5 A E x c e l . � C l i e n t R e q u e s t 25G5 8<0 AJI5AB2C20I0 A5A8O 8 A5 >?8B20 40 ?>;CG8 4@C3 >15:B =0 A5A8O. ">20 5 ?@85<;82> A0<> 70 :>=2595@=> >1@01>B20=5. PA� "078 1070 40==8 5 AJ2<5AB8<0 A ?>- =>20 25@A8O =0 CA;C38B5 70 0=0;87 8 =5 <>65 40 A5 70@548. J7=8:=0 =82> =0 AJ2<5AB8<>AB: % { c o m p L e v e l / } . G B@81CBJB S k i p V o l a t i l e O b j e c t s <>65 40 A5 87?>;720 A0<> A P r o c e s s R e c a l c . � B@81CBJB S k i p V o l a t i l e O b j e c t s =5 <>65 40 A5 C:065 2 :><0=40 P r o c e s s R e c a l c 2 ?0:5B=0 >?5@0F8O. #:065B5 0B@81CB0 S k i p V o l a t i l e O b j e c t s 2 5B8:5B0 =0 ?0:5B=8O X M L . � O;JB " % { p a r t N a m e / } " 8<0 A2>9AB2> D i r e c t Q u e r y U s a g e , 704045=> =0 D i r e c t Q u e r y O n l y , 8 =5 <>65 87>1I> 40 CG0AB20 2 >1548=O20=5B> =0 4O;>25. � !8=B0:A8AJB =0 :><0=40B0 " T e s t C o n n e c t i o n " 5 =5?@028;5=. 5?>4E>4OI0B0 A2J@70=0 8=D>@<0F8O B@O120 40 A5 ?@54>AB02O A0<> 0:> :><0=40B0 " T e s t C o n n e c t i o n " A5 87?>;720 ?>4 :><0=40 " B a t c h " . � !8=B0:A8AJB =0 :><0=40B0 " T e s t C o n n e c t i o n " 5 =5?@028;5=. J75;JB =0 87B>G=8:0 =0 40==8 B@O120 40 A5 ?@54>AB02O A0<> 0:> :><0=40B0 " T e s t C o n n e c t i o n " A5 87?>;720 157 =5?>4E>4OI> >12J@720=5. K >4 :><0=40B0 " B a t c h " 5 ?>72>;5=0 548=AB25=> 54=0 :><0=40 " T e s t C o n n e c t i o n " . � !B>9=>ABB0 =0 A2>9AB2>B> =0 :0B0;>30 70 >3@0=8G5=85 % { s t r C a t a l o g / } =5 AJ2?040 =8B> A 2JB@5H=0 1070 40==8 % { s t r S c o p e d I n t e r n a l D b / } , =8B> A 2J=H=0 1070 40==8 % { s t r S c o p e d E x t e r n a l D b / } >B >3@0=8G5=0 >B >1E20B 2@J7:0. ) B:@8B 5 =5?>44J@60= 2J75; =0 7028A8<>AB. i 070B0 40==8 5 ?@07=0. ?5@0F8OB0 D M V D I S C O V E R _ C A L C _ D E P E N D E N C Y =5 <>65 40 A5 872J@H8 2 ?@07=0 1070 40==8. 3 >44@J6:0B0 70 70O2:0 % { d i a l e c t / } =5 5 @07@5H5=0. � ><0=40B0 D I S C O V E R _ X M L _ M E T A D A T A A O b j e c t E x p a n s i o n = E x p a n d F u l l 878A:20 >3@0=8G5=85 D A T A B A S E I D , 704045=> 2 :@09=0B0 B>G:0 P o w e r B I p u b l i c x m l a . k 5CA?5H=> ?@525640=5 =0 8<5B> =0 1070B0 40==8 % { s t r P a r a m / } =0 8AB8=A:> 8<5 =0 =01>@ >B 40==8 =0 P o w e r B I . W T h e l e n g t h o f ' % { p r o p e r t y / } ' p r o p e r t y e x c e e d s i t s l i m i t a t i o n o f % d { l e n g t h / } c h a r a c t e r s . PA + @J7:0B0 5 70B2>@5=0 >B >B40;5G5=8O AJ@2J@. PA- 0428H5=> 5 2@5<5B> =0 87G0:20=5 =0 2@J7:0B0. D <5B> =0 E>AB0 " % { s t r H o s t n a m e / } " =5 <>65 40 A5 @07@5H8: % { E x t e r n a l / } . U R L 04@5AJB " % { s t r U R L / } " =5 <>65 40 A5 >B:@85. w 5 <>65 40 A5 >AJI5AB28 2@J7:0 AJA AJ@2J@0 % { s t r H o s t n a m e / } 8;8 CA;C38B5 70 0=0;87 =5 A0 AB0@B8@0=8 2 C:070=8O :><?NBJ@. ! @J7:0B0 5 703C15=0: % { E x t e r n a l / } 3 $878G5A:0B0 T C P / I P 2@J7:0 5 =5CA?5H=0: % { E x t e r n a l / } 9 02=>?@02=>B> CAB@>9AB2> 70B2>@8 2@J7:0B0 ?@56452@5<5==>. $ J7=8:=0 3@5H:0 2 B@0=A?>@B=8O A;>9. C 07H8@5=85B> M S O L A P I S A P I =5 CA?O 40 ?@>G5B5 :>=D83C@0F8>==8O D09;. 2 H T T P AJ@2J@JB 2J@=0 A;54=0B0 3@5H:0: % { s t r V a l u e / } . . J@=0B8OB >B H T T P AJ@2J@0 >B3>2>@ 5 =520;845=. o J7=8:=0 3@5H:0 ?> 2@5<5 =0 87?>;720=5 =0 02B><0B8G=> >B:@8B0B0 8=D>@<0F8O 70 H T T P ?@>:A8 AJ@2J@0: % { E x t e r n a l / } 6 !J@2J@JB =5 CA?O 40 AB0@B8@0 A;CH0=5B> =0 <@56>2 ?>@B. PA$ O<0 =0;8G=> <@56>2> B@0=A?>@B8@0=5. B B:@8B 5 =5>G0:20= B8? 8;8 D>@<0B =0 >B3>2>@0 >B >B40;5G5=8O E>AB. ' >2B>@=> C4>AB>25@O20=5 =5 A5 ?>44J@60. P 72;8G0=5B> =0 AB>9=>ABB0 70 " % { h e a d e r / } " >B ?@5=0A>G20I8O 87B>G=8: 5 =5CA?5H=>. 0 #:070=8OB 578:/ ?@><5=;820 =5 <>65 40 A5 @07@5H8.
% { s t r V a l u e / } . < #:070=8OB 578:/ 578:>2>- 35>3@0DA:0 ?@><5=;820 5 =520;845=/ =0. \ #:070= 5 =5?>4E>4OI >15:B " % { O O L O b j / } " , ?@5?@0I0I :J< " % { O O L O b j I D s / } " , => =5 5 87?>;720=. $ >AB83=0B 5 :@0OB =0 2E>4=8B5 40==8. A !8=B0:A8AJB 70 % { s t r T o k e n / } 5 =5?@028;5=. ( % { p i i _ s t r Q u e r y T e x t / } ) . n!8=B0:A8AJB 70 :><0=40B0 " P r o c e s s " 5 =5?@028;5=. ;NG>20B0 4C<0 " B i n d i n g s " =5 <>65 40 A5 ?>:0720 ?>4 :><0=40 " P r o c e s s " , 0:> :><0=40B0 " P r o c e s s " 5 G0AB >B :><0=40 " B a t c h " 8 8<0 ?>25G5 >B 54=0 :><0=40 " P r o c e s s " 2 :><0=40B0 " B a t c h " 8;8 :><0=40B0 " B a t c h " AJ4J@60 =5?@028;=0 8=D>@<0F8O. B0:J2 A;CG09 :;NG>20B0 4C<0 " B i n d i n g s " B@O120 40 5 G0AB A0<> >B :><0=40B0 " B a t c h " . PA> 0O2:0B0 AJ4J@60 ?0@0<5BJ@0 " % { s t r P a r a m / } " , :>9B> =5 5 >1O25=. I > 2@5<5 =0 0=0;878@0=5 2J7=8:=0 A;54=0B0 3@5H:0 2 A8=B0:A8A0: % { s t r V P / } . R !8=B0:A8AJB 70 AJ74020=5 8 2<J:20=5 2 ;>:0;=8B5 8;8 A5A89=8 :C1>25 =5 A5 ?>44J@60. w!8=B0:A8AJB 70 :><0=40B0 " P r o c e s s " 5 =5?@028;5=. ;NG>20B0 4C<0 " E r r o r C o n f i g u r a t i o n " =5 <>65 40 A5 ?>:0720 ?>4 :><0=40 " P r o c e s s " , 0:> :><0=40B0 " P r o c e s s " 5 G0AB >B :><0=40 " B a t c h " 8 8<0 ?>25G5 >B 54=0 :><0=40 " P r o c e s s " 2 " B a t c h " 8;8 :><0=40B0 " B a t c h " AJ4J@60 " E r r o r C o n f i g u r a t i o n " . B0:J2 A;CG09 :;NG>20B0 4C<0 " E r r o r C o n f i g u r a t i o n " B@O120 40 5 G0AB A0<> >B :><0=40B0 " B a t c h " . [ 0@0<5BJ@JB " % { s t r P a r a m / } " =5 <>65 40 A5 @07@5H8, BJ9 :0B> 5 ?>A>G5= 2J2 2JB@5H5= ?>487@07. T @0OB =0 ?0@0<5BJ@0 =0 40==8B5 70 :>=2595@=0B0 70O2:0 5 A =5?@028;5= B8? =0 40==8B5. U 54=0 8 AJI0 70O2:0 =5 <>30B 40 AJI5AB2C20B :>=2595@=8 8 =5:>=2595@=8 =01>@8 @54>25. 5 J7=8:=0 3@5H:0 ?> 2@5<5 =0 :>=2595@=>B> >1@01>B20=5. Q >;CG5=0 5 =>20 70O2:0 A;54 702J@H20=5B> =0 >?5@0F8OB0 70 :>=2595@=> >1@01>B20=5. N !2>9AB2>B> " % { s t r P r o p e r t y / } " =5 <>65 40 A5 C:0720 ?>25G5 >B 254=J6 2 70O2:0B0. 4 !:@8?BJB AJ4J@60 8=AB@C:F8OB0, :>5B> =5 5 @07@5H5=>. * " % { s t r T y p e / } " =5 5 @07?>7=0B B8? 459AB285. B 80;5:BJB =0 8=AB@C:F8OB0 =5 <>65 40 A5 @07@5H8 ?>@048 42CA<8A;85. � !8=B0:A8AJB 70 >15:B0 I m p e r s o n a t i o n I n f o 5 =5?@028;5=. :> AB>9=>ABB0 =0 I m p e r s o n a t e A c c o u n t A5 87?>;720 70 I m p e r s o n a t i o n I n f o , A2>9AB2>B> A c c o u n t =5 <>65 40 5 ?@07=>. � !8=B0:A8AJB 70 >15:B0 I m p e r s o n a t i o n I n f o 5 =5?@028;5=. !B>9=>ABB0 =0 A2>9AB2>B> I m p e r s o n a t i o n M o d e ( % { s t r I m p M o d e / } ) =5 A5 ?>44J@60 70 87B>G=8F8 =0 40==8. - <5B> =0 ?>4:C10 5 @07;8G=> >B 8<5B> =0 :C10. a !2>9AB2>B> 70 70O2:0 D i a l e c t 5 =5?@028;=>. 0;84=8 A0 A0<> A;54=8B5 AB>9=>AB8: M D X , D M X , D M , S Q L . 3 ?F88 ( F L A T T E N E D , T O P ) =5 A5 @07@5H020B 2 ?>4871>@. 6 5 A5 @07@5H020 A?5F8D8:0F8O 70 8<5 =0 @5:C@A825= :C1. G0:20=0 5 A0<> 54=0 8=AB@C:F8O. . =AB@C:F8OB0 =5 A5 ?>44J@60 >B B>78 8=B5@D59A. 7 =AB@C:F8OB0 =5 A5 ?>44J@60 >B O M 8=B5@D59A0 2 <><5=B0. h!8=B0:A8AJB 70 :><0=40B0 " P r o c e s s " 5 =5?@028;5=. ;NG>20B0 4C<0 " D a t a s o u r c e " =5 <>65 40 A5 ?>:0720 ?>4 :><0=40 " P r o c e s s " , 0:> :><0=40B0 " P r o c e s s " 5 G0AB >B :><0=40 " B a t c h " 8 8<0 ?>25G5 >B 54=0 :><0=40 " P r o c e s s " 2 " B a t c h " 8;8 :><0=40B0 " B a t c h " AJ4J@60 =5?@028;=0 8=D>@<0F8O. B0:J2 A;CG09 :;NG>20B0 4C<0 " D a t a s o u r c e " B@O120 40 5 G0AB A0<> >B :><0=40B0 " B a t c h " . p!8=B0:A8AJB 70 :><0=40B0 " P r o c e s s " 5 =5?@028;5=. ;NG>20B0 4C<0 " D a t a s o u r c e V i e w " =5 <>65 40 A5 ?>:0720 ?>4 :><0=40 " P r o c e s s " , 0:> :><0=40B0 " P r o c e s s " 5 G0AB >B :><0=40 " B a t c h " 8 8<0 ?>25G5 >B 54=0 :><0=40 " P r o c e s s " 2 " B a t c h " 8;8 :><0=40B0 " B a t c h " AJ4J@60 =5?@028;=0 8=D>@<0F8O. B0:J2 A;CG09 :;NG>20B0 4C<0 " D a t a s o u r c e V i e w " B@O120 40 5 G0AB A0<> >B :><0=40B0 " B a t c h " . Q #:070=0B0 :>;>=0 =5 5 @07@5H5=0 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . U !0<> 548= 87@07 70 @54 5 @07@5H5= 70 87@070 T O P =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . e @5?@0B:0 70 :>;>=0, :>OB> =5 5 20;84=0 2 :>=B5:AB0, A5 ?>:0720 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . J >28:20=5B> =0 DC=:F8OB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } 5 =520;84=>. O #:070=0B0 :>;>=0 =5 5 >B:@8B0 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . O ">G:>28OB 87@07 =5 5 @07@5H5= 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . R $C=:F8OB0 =5 <>65 40 A5 87?>;720 2 :>=B5:AB0 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . p !0<> =5>B@8F0B5;=0 :>=AB0=B0, :>OB> 5 FO;> G8A;>, A5 @07@5H020 70 T O P 87@07 2 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . U G R O U P B Y =5 A5 @07@5H020 2 B8?0 B2J@45=85 S E L E C T 2 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . e P C X A D I S C O V E R X M L 703;02=8B5 :>;>=8 AJ4J@60B =520;84=8 =87>25 =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . d P C X A D I S C O V E R X M L <=>3> AB>9=>AB8 A5 >G0:20B 2 B>78 :>=B5:AB =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . f 35=5@8@0=8O X M L =0 P C X A D I S C O V E R X M L 703;02=8B5 :>;>=8 =0 =01>@8B5 @54>25 AJ4J@60B =520;84=8 =87>25. _ @>OGJB =0 ?@>872>48B5;=>ABB0 " % { s t r N a m e / } " =5 <>65 40 A5 >B:@85. !8AB5<=0 3@5H:0 % { E r r o r C o d e / } � !0<> =5>B@8F0B5;=0 F5;>G8A;5=0 :>=AB0=B0 2 480?07>=0 [ 0 , 2 0 0 0 0 0 0 0 0 0 ] 5 @07@5H5=0 70 87@070 S K I P =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . f 7@07JB S K I P =5 5 @07@5H5= 2 B8?0 =0 8=AB@C:F8OB0 S E L E C T , >B:@8B =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � 520;84=0 8=AB@C:F8O 70 :>=2595@=0 70O2:0. 0O2:0 70 :>=2595@=> >1@01>B20=5 <>65 40 A5 ?>:0720 48@5:B=> A0<> ?>4 8=AB@C:F8O E x e c u t e / C o m m a n d . � !0<> =5>B@8F0B5;=0 F5;>G8A;5=0 :>=AB0=B0 2 480?07>=0 [ 0 , 2 0 0 0 0 0 0 0 0 0 ] 5 @07@5H5=0 70 87@070 T O P =0 @54 % d { L i n e / } , :>;>=0 % d { C o l u m n / } . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 0=0;878@0=5B> =0 =01>@0 @54>25. ;5<5=BJB " % { c o l n a m e / } " =5 >B3>20@O =0 :>;>=8B5 8;8 3;028B5, >?@545;5=8 2 AE5<0B0 =0 =01>@8B5 @54>25. � > 2@5<5 =0 0=0;878@0=5 2J7=8:=0 A;54=0B0 3@5H:0 2 A8=B0:A8A0: 520;845= <0@:5@, @54 % d { L i n e / } , 87<5AB20=5 % d { C o l u m n / } , % s { T o k e n / } . Z > 2@5<5 =0 0=0;878@0=5 2J7=8:=0 A;54=0B0 3@5H:0 2 A8=B0:A8A0: 520;84=8 B I N A R Y C E L L 40==8. \ 5@A>=0;878@0=0 70:@J3;5=0 AB>9=>AB 70 4045= G;5= =5 <>65 40 A5 0:BC0;878@0 G@57 A L T E R C U B E . N C e l l O r d i n a l 5;5<5=BJB =5 5 C:070= 70 54=0 >B :;5B:8B5 2 :><0=40B0 U p d a t e C e l l s . j 0O2:0 D I S C O V E R A >3@0=8G5=85 " M O D I F I E D A F T E R " 878A:20 D A T A B A S E I D 8 <>65 40 =O<0 ?@5?@0B:8 :J< 4@C38 >15:B8 � 5;5<5=B0 5 >B:@8B =5@07?>7=0B X S D B8? =0 " % { s t r X S I T y p e / } " % { s t r Q N a m e / } , =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 % { s t r N S U R I / } ) ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � ;5<5=BJB " % { s t r Q N a m e / } " =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 " % { s t r N S U R I / } " ) =5 <>65 40 A5 ?>:0720 ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] , BJ9 :0B> @>48B5;A:8OB 5;5<5=B 25G5 AJ4J@60 4JI5@5= 5;5<5=B " % { s t r F i r s t C h i l d / } " . � ;5<5=BJB " % { s t r Q N a m e / } " =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 " % { s t r N S U R I / } " ) A5 ?>:0720 ?>25G5 >B 254=J6 ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � 04J;68B5;=8OB 5;5<5=B " % { s t r R e q u i r e d / } " ;8?A20 ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] / % { s t r Q N a m e / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 " % { s t r N S U R I / } " ) . R X M L 0=0;878@0=5B> 5 =5CA?5H=> =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } : % { s t r M e s s a g e / } . � ;5<5=BJB % { s t r Q N a m e / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 % { s t r N S U R I / } ) =5 <>65 40 A5 ?>:0720 ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . 2 % { s t r E n u m / } =5 5 20;84=0 AB>9=>AB 70 B>78 5;5<5=B. � " % { s t r E n u m / } " =5 5 20;84=0 1C;520 AB>9=>AB. !0<> 8AB8=0, =58AB8=0, 1 8;8 0 5 @07@5H5=> 70 5;5<5=B0 " % { s t r Q N a m e / } " =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 " % { s t r N S U R I / } " ) ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] ) . � 04J;68B5;5= 4JI5@5= 5;5<5=B ;8?A20 ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] / % { s t r Q N a m e / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 " % { s t r N S U R I / } " ) . G0:20= 5 548= >B % 1 [ % { s t r C h i l d / } % ] % [ , % { s t r C h i l d / } % ] . � ;5<5=BJB % { s t r Q N a m e / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 % { s t r N S U R I / } ) 5 =5?@028;5=, ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � B@81CBJB % { s t r A t t r Q N a m e / } ( <OAB> 70 8<5=0 % { s t r A t t r N S U R I / } ) =0 5;5<5=B0 % { s t r Q N a m e / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 % { s t r N S U R I / } ) =5 <>65 40 A5 ?>:0720 ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � "5:AB>28OB 2J75; % { s t r T e x t / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } =5 <>65 40 A5 ?>:0720 2 5;5<5=B0 % { s t r Q N a m e / } ( <OAB> 70 8<5=0 % { s t r N S U R I / } ) ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . ">78 5;5<5=B <>65 40 8<0 A0<> B5:AB>28 2J7;8, AJ4J@60I8 7=0F8 70 8=B5@20;. � 0@5640=5B> 8 0=0;878@0=5B> =0 ?>B>:0 >B D O M 0=0;870B>@0 5 =5CA?5H=>. U R L 04@5A: " % { s t r U R L / } " @8G8=0: " % { s t r R e a s o n / } " 7B>G=8:: " % { s t r S o u r c e / } " . >78F8O =0 D09;0: % d { i F i l e P o s / } . 54: % d { i F i l e L i n e / } . � !B>9=>ABB0 =5 <>65 40 A5 :>=25@B8@0 2 X S D B8?0, " % { s t r X S I T y p e / } " , C:070= 2 5;5<5=B0 % { s t r Q N a m e / } =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 % { s t r N S U R I / } ) ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . G D O M 0=0;870B>@JB =5 CA?O 40 70@548 8 0=0;878@0 D09;0 " % { s t r F i l e N a m e / } " . < 87JB " % { s t r i n g / } " =5 <>65 40 A5 :>=25@B8@0 2 B8?0 % { t y p e / } . " 520;845= B8? S X 40==8 " % { t y p e / } " . % 5 A5 >G0:20 AJ4J@60=85 2 X M L 2J75;0. � J7=8:=0 3@5H:0 ?> 2@5<5 =0 0=0;878@0=5B> =0 5;5<5=B0 " % { s t r Q N a m e / } " =0 @54 % d { i L i n e / } , :>;>=0 % d { i C o l / } ( <OAB> 70 8<5=0 " % { s t r N S U R I / } " ) ?>4 % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 0=0;878@0=5B> =0 5;5<5=B0 " % { s t r E l e m e n t / } " =5>G0:20=> <OAB> 70 8<5=0 5 >?@545;5=> 2 4@C3> <OAB> 70 8<5=0. � J7=8:=0 3@5H:0 ?> 2@5<5 =0 0=0;878@0=5B> =0 5;5<5=B0 " % { s t r E l e m e n t / } " <OAB>B> 70 8<5=0 =0 5;5<5=B0 =5 5 ?>44J@60=> <OAB> 70 8<5=0. b J7=8:=0 3@5H:0 ?> 2@5<5 =0 0=0;878@0=5B> =0 5;5<5=B0 " % { s t r E l e m e n t / } " 5;5<5=BJB =5 A5 ?>44J@60. � > 2@5<5 =0 45A5@80;878@0=5 5 >B:@8B> 2=54@O20=5 =0 =5?>44J@60= >15:B =0 40==8. ;0A >15:B " % { o b j C l a s s / } " , 8<5 =0 >15:B0 " % { o b j N a m e / } " . J7<>6=> ?@8G8=0 70 B>20 5, G5 5 2J7AB0=>25=0 ?>- =>20 25@A8O =0 ?>- AB0@ AJ@2J@. � B:@8B 5 =5>G0:20= 5;5<5=B " % { s t r E l e m e n t / } " ?> 2@5<5 =0 0=0;878@0=5B> =0 D09; A I M B I <5B040==8. ">78 5;5<5=B =5 A5 >G0:20 2J2 D09;>25 A I M B I <5B040==8. J7<>6=0 ?@8G8=0 70 B>20 5 ?>2@540 =0 D09;0 A <5B040==8. � R O L A P 4O; A 8<5 = " % { n a m e / } " = " % { i d / } " =5 <>65 40 8<0 03@530F88, 873@045=8 2J@EC 87<5@5=8OB0 70 2@5<5 =0 AJ@2J@0. 3@530F8OB0 5 ?@>?CA=0B0. u R O L A P 4O; A 8<5= " % { n a m e / } " = " % { i d / } " =5 <>65 40 8<0 03@530F88 =0 =82>B> ( a l l , a l l , . . . ) . 3@530F8OB0 5 ?@>?CA=0B0. � M O L A P 4O; A 8<5= " % { n a m e / } " = " % { i d / } " =5 <>65 40 8<0 03@530F88, 873@045=8 2J@EC R O L A P 87<5@5=85, A 87:;NG5=85 =0 =82>B> ( a l l , a l l , . . . ) . 3@530F8OB0 5 ?@>?CA=0B0. PA T O L E D B AJ>1I8 70 AB0BCA n u l l 70 :>;>=0 % d { c o l u m n / } , :>OB> 5 45D8=8@0=0 :0B> =5- n u l l . d 07<5@JB =0 AB>9=>AB =0 40==8B5 2 :>;>=0 % { c o l u m n / } 5 B2J@45 3>;O<, 70 40 A5 ?>15@5 2 B078 :>;>=0. o 0A5B0B0 % { c a r t f i l e / } =5 C:0720 A?8AJ: A ?>44J@60=8 4>AB02G8F8, :>8B> 87?>;720B X M L 5;5<5=B0 m s s q l c r t : p r o v i d e r . � 0A5B0B0 % { c a r t f i l e / } AJ4J@60 8<5 =0 4>AB02G8:, :>5B> 5 =520;84=> 2 5;5<5=B0 m s s q l c r t : p r o v i d e r . B>78 5;5<5=B <>65 40 A5 87?>;720 A0<> 548= X M L B5:AB>2 2J75;. � 0A5B0B0 35=5@8@0 =520;84=0 8=AB@C:F8O, BJ9 :0B> 5 35=5@8@0=0 ?>25G5 >B 54=0 B5:AB>20 8=AB@C:F8O, 8=AB@C:F8OB0 =5 5 >B ?@028;5= B8? 8;8 5 35=5@8@0= ?>25G5 >B 548= A?8AJ: A ?0@0<5B@8. 5=5@8@0=0B0 =520;84=0 8=AB@C:F8O 5 A;54=0B0: % { s t m t / } . K @>OB =0 A2J@70=8B5 ?0@0<5B@8 =5 >B3>20@O =0 1@>O =0 ?@54045=8B5 ?0@0<5B@8. � 0@0<5BJ@JB % { p a r a m / } 5 872J= 20;84=8O >1E20B >B ?0@0<5B@8 70 B078 8=AB@C:F8O. B:@8B8 A0 =54>AB0BJG=> ?0@0<5B@8 70 B078 8=AB@C:F8O. PAs 72J@H5= 5 >?8B 70 4>ABJ? 4> 87E>4OI 8;8 2E>4OI/ 87E>4OI ?0@0<5BJ@. "578 B8?>25 ?0@0<5B@8 2 <><5=B0 =5 A5 ?>44J@60B. ? =D>@<0F8OB0 70 8<5B> 8 25@A8OB0 =0 D B M S =5 <>65 40 A5 872;5G5. , 5 5 C:070= 4>AB02G8: 70 87B>G=8:0 =0 40==8. P B:@8B 5 A;54=8OB =5?>44J@60= B8? =0 40==8B5 >B 1070 40==8: D B T Y P E = % { d b t y p e / } . 9 B:@8B 5 A;54=8OB =5?>44J@60= B8? X M L 40==8: % { x m l t y p e / } . O >;>=0B0 % d { c o l u m n / } 5 B2J@45 3>;O<0 70 B>78 5:75<?;O@ =0 CA;C38B5 70 0=0;87. P J7=8:=0 3@5H:0 A;54 AJ74020=5B> =0 DC=:F8O 70 4>ABJ? 70 =01>@ @54>25 =0 O L E D B . X O L E D B =5 CA?O 40 ?@5>1@07C20 AB>9=>AB 2 B8?0 =0 40==8B5, 70O25= 70 :>;>=0 % { c o l u m n / } . F O L E D B AJ>1I8 70 ?@5?J;20=5 =0 B8?0 =0 40==8B5 70 :>;>=0 % { c o l u m n / } . Q O L E D B AJ>1I8 70 =5AJ>B25BAB285 =0 7=0F8 =0 B8?0 =0 40==8 70 :>;>=0 % { c o l u m n / } . 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Z % 1 [ % { e x c e p t i o n / } % ] % [ ; % { e x c e p t i o n i n n e r / } % ] . J7=8:=0 3@5H:0 ?@8 ?8A0=5 =0 :><?@5A8@0= D09;. PA u 5 <>65 40 A5 >AJI5AB28 2@J7:0 :J< 87B>G=8:0 =0 40==8 A D a t a S o u r c e I D =0 " % { d a t a s o u r c e i d / } " , 8<5 " % { d a t a s o u r c e n a m e / } " . � "01;8F0B0 " % { t a b l e i d / } " , :>OB> A5 878A:20 70 ?@8AJ548=O20=5, =5 <>65 40 A5 4>AB83=5 =0 1070B0 =0 7028A8<>AB8B5 2 873;540 =0 87B>G=8: =0 40==8. H B:@8B 5 F8:J; 2 873;540 =0 87B>G=8: =0 40==8 2 B01;8F0B0 " % { t a b l e i d / } " . X >;>=8B5 " % { k e y / } " 8 " % { f k e y / } " =5 AJ2?040B 2 7028A8<>AB 2 873;540 =0 87B>G=8: =0 40==8. F 72J@H5= 5 >?8B 70 70O2:0 70 :;NG 70 0B@81CB, :>9B> 5 872J= 3@0=8F8B5. H 72J@H5= 5 >?8B 70 70O2:0 70 ?@52>4 =0 0B@81CB, :>9B> 5 872J= 3@0=8F8B5. 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E n t e r p r i s e E n t e r p r i s e ( 6 4 - 18B>20 25@A8O) D e v e l o p e r D e v e l o p e r ( 6 4 - 18B>20 25@A8O)
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T 070B0 40==8 =5 <>65 40 A5 ?@5<0E=5, BJ9 :0B> 8<0 548= 8;8 ?>25G5 >B40;5G5=8 4O;>25. i 070B0 40==8 =5 <>65 40 A5 ?@8:@5?8, BJ9 :0B> C:070=0B0 ?0@>;0 5 =5?@028;=0 8;8 1070B0 40==8 5 ?>2@545=0. i J7=8:=0 / 3@5H:0 ?> 2@5<5 =0 :>?8@0=5 =0 D09;0 " % { d b _ x m l _ f i l e / } " 2 @538AB@0F8>==8O D09; 70 ?@5<0E20=5. � >B@518B5;OB % { p i i _ s t r U s e r / } =O<0 @07@5H5=85 40 ?@8:@5?20 1070B0 40==8 :J< AJ@2J@0 % { s t r O b j e c t / } . !0<> 04<8=8AB@0B>@8B5 =0 AJ@2J@8 8<0B @07@5H5=85 70 ?@8:0G20=5 =0 1078 40==8. v ><0=40B0 D e t a c h 8;8 A t t a c h =5 <>65 40 A5 87?J;=8 2 8=8F80;878@0=0 >B ?>B@518B5; B@0=70:F8O 8;8 2 B@0=70:F8>=5= ?0:5B. 070B0 40==8 =5 <>65 40 A5 ?@8:@5?8, BJ9 :0B> 2J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5B> =0 @538AB@0F8>==8O D09; 70 ?@5<0E20=5 >B D09;0 " % { s t r R e f / } " . 4=0 >B 2J7<>6=8B5 ?@8G8=8 5 B>20, G5 25G5 5 ?@8:@5?5=0 1070 40==8 2 R e a d W r i t e @568< :J< 4@C3 5:75<?;O@ =0 AJ@2J@0. � 070B0 40==8 =5 <>65 40 A5 ?@5<0E=5 >B D09; =0 ;>:0;5= :C1. @8:@5?20=5B>/ ?@5<0E20=5B> A5 ?>44J@60 A0<> 2 5:75<?;O@8 =0 AJ@2J@8. � 070B0 40==8 =5 <>65 40 A5 ?@8:@5?8 :J< D09; =0 ;>:0;5= :C1. @8:@5?20=5B>/ ?@5<0E20=5B> A5 ?>44J@60 A0<> =0 5:75<?;O@8 =0 AJ@2J@0. i 538AB@0F8>==8O D09; 70 ?@5<0E20=5 " % { f i l e n a m e / } " =5 <>65 40 A5 >B:@85 2 C:070=0B0 ?0?:0 =0 1070B0 40==8. � <5B> =0 ?JBO :J< @538AB@0F8>==8O D09; 70 ?@5<0E20=5 " % { f i l e n a m e / } " 5 =5?@028;=>. 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PA� 0?:0B0 " % { d e t a c h _ l o g _ l o c a t i o n / } " >B 1070B0 40==8 =5 AJI5AB2C20, 8<5B> 9 5 B2J@45 4J;3> 8;8 AJ4J@60 7=0F8, :>8B> A0 =520;84=8 8;8 @575@28@0=8. 5 0?:0B0 " % { f i l e n a m e / } " >B 1070B0 40==8 =5 AJI5AB2C20. � 070B0 40==8 A " % { d b i d / } " =5 <>65 40 A5 AJ74045 A R e a d W r i t e M o d e , 704045= =0 R e a d O n l y . 070 40==8 <>65 40 A5 AJ74045 A0<> 2 @568<0 R e a d W r i t e . � 070B0 40==8 A " % { d b i d / } " =5 <>65 40 A5 ?@><5=8 >B R e a d W r i t e =0 R e a d O n l y 8;8 >1@0B=>. !2>9AB2>B> R e a d W r i t e M o d e =5 <>65 40 A5 ?@><5=O >B :><0=40 A l t e r . > 070B0 40==8, C:070=0 2 :><0=40B0 A t t a c h , =5 <>65 40 5 ?@07=0. 070B0 40==8 =5 <>65 40 A5 ?@8:@5?8, BJ9 :0B> 2J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 @538AB@0F8>==8O D09;0 70 ?@5<0E20=5 >B D09;0 " % { f i l e n a m e / } " . 4=0 >B 2J7<>6=8B5 ?@8G8=8 5 B>20, G5 1070B0 40==8 25G5 5 ?@8:@5?5=0 2 @568< R e a d W r i t e :J< 4@C3 5:75<?;O@ =0 AJ@2J@0. ~ $C=:F8OB0 70 ?@8:@5?20=5 8 ?@5<0E20=5 =5 A5 ?>44J@60 >B 23@045=0B0 <0H8=0 =0 CA;C38B5 70 0=0;87, AB0@B8@0=0 2 B01C;0@5= @568<. O B=>A8B5;=8OB ?JB :J< D09;0 =5 A5 ?>44J@60 70 ?@5<0E=0B8 ?0?:8 >B 1070B0 40==8. J 0O2:8 70 70?8B20=8O =5 A5 @07@5H020B 2 0:B82=8B5 B@0=70:F88 70 70?8A20=5. � 070B0 40==8 =5 <>65 40 A5 ?@5<0E=5, 70I>B> 2J7=8:=0 3@5H:0 ?@8 D8:A8@0=5 =0 @538AB@0F8>==8O D09; 70 ?@5<0E20=5 % { f i l e n a m e / } . � 52J7<>6=> >B:0G20=5 =0 1070B0 40==8 70@048 2J7=8:=0;0 3@5H:0 ?@8 4C1;8@0=5B> =0 1070B0 40==8 % { d a t a b a s e / } =0 <5AB>?>;>65=85 AJA A?>45;5=> 70?0720=5. � B:0G20=5B> =0 1070B0 40==8 5 =52J7<>6=>, 70I>B> AJAB>O=85B> =0 A8=E@>=878@0=5 =0 =0AB>OI8O 70?8A =0 >?5@0F8OB0 ?> A8=E@>=878@0=5 70 1070B0 40==8 % { d a t a b a s e / } 5 =520;845=. � B:0G20=5B> =0 1070B0 40==8 5 =52J7<>6=>, 70I>B> =O<0 =0<5@5= 70?8A 70 >?5@0F8O 70 B5:CI0B0 >?5@0F8O ?> A8=E@>=878@0=5 70 1070 40==8 % { d a t a b a s e / } . L 5CA?5H=> >B:0G20=5 =0 1070B0 40==8 % { d a t a b a s e / } A =5:;0A8D8F8@0=0 3@5H:0. _ 5CA?5H=> >B:0G20=5 =0 1070B0 40==8 % { d a t a b a s e / } 70@048 2@5<5B> =0 87G0:20=5 =0 @5?;8:0F8OB0. � 5CA?5H=> >B:0G20=5 =0 1070B0 40==8 % { d a t a b a s e / } 70@048 :>=D;8:B ?@8 B L O B 70 E@0=8;8I5 2 >?5@0F8OB0 =0 :>?8@0=5 =0 B L O B 70 E@0=8;8I5. z 5CA?5H=> >B:0G20=5 =0 1070B0 40==8 % { d a t a b a s e / } 70@048 =5?@028;=0 70O2:0 2 >?5@0F8OB0 =0 :>?8@0=5 =0 B L O B 70 E@0=8;8I5. � 5CA?5H=> >B:0G20=5 =0 1070B0 40==8 % { d a t a b a s e / } , 70I>B> b l o b =5 5 =0<5@5= ?> 2@5<5 =0 >?5@0F8OB0 =0 :>?8@0=5 =0 B L O B 70 E@0=8;8I5. y 5CA?5H=> >B:0G20=5 =0 1070B0 40==8 % { d a t a b a s e / } 70@048 701@0=5=0 3@5H:0 2 >?5@0F8OB0 =0 :>?8@0=5 =0 B L O B 70 E@0=8;8I5. � > 2@5<5 =0 ?@8:0G20=5 A A l l o w O v e r w r i t e = t r u e =5 >B:@8E<5 548==0 1070 40==8, :>OB> 40 AJ2?040 8 A 425B5: 8<5 =0 1070B0 40==8 8 =0 1070B0 40==8, AJE@0=5=8 2 @538AB@0F8>==8O D09; 70 ?@5<0E20=5. � @8:0G20=5B> A A l l o w O v e r w r i t e = t r u e A?@O<> AJI5AB2C20I0 1070 40==8 A5 ?>44J@60 A0<> 70 1078 40==8 A C:070=> A2>9AB2> D B S t o r a g e L o c a t i o n . !JI5AB2C20I0B0 1070 40==8 % { n a m e / } =O<0 C:070=> D B S t o r a g e L o c a t i o n . � @8:0G20=5B> A A l l o w O v e r w r i t e = t r u e A?@O<> AJI5AB2C20I0 1070 40==8 A5 ?>44J@60 A0<> 70 1078 40==8 A C:070=> A2>9AB2> D B S t o r a g e L o c a t i o n . 070B0 40==8 % { n a m e / } , :>OB> A5 ?@8:0G20, =O<0 C:070=> D B S t o r a g e L o c a t i o n . � @8:0G20=5B> A A l l o w O v e r w r i t e = t r u e A?@O<> AJI5AB2C20I0 1070 40==8 A5 ?>44J@60 A0<> 70 B01;8G=8 1078 40==8 A C o m p a t i b i l i t y L e v e l >B 1 2 0 0 8 ?>25G5. !JI5AB2C20I0B0 1070 40==8 % { n a m e / } 5 A ?>- =8A:> C o m p a t i b i l i t y L e v e l 8;8 =5 5 B01;8G=0 1070 40==8. � @8:0G20=5B> A A l l o w O v e r w r i t e = t r u e A?@O<> AJI5AB2C20I0 1070 40==8 A5 ?>44J@60 A0<> 70 B01;8G=8 1078 40==8 A C o m p a t i b i l i t y L e v e l >B 1 2 0 0 8 ?>25G5. 070B0 40==8 % { n a m e / } , :>OB> A5 ?@8:0G20, 5 A ?>- =8A:> C o m p a t i b i l i t y L e v e l 8;8 =5 5 B01;8G=0 1070 40==8. c 070B0 40==8 % { n a m e / } A B>G=> AJI8B5 D B S t o r a g e L o c a t i o n 8 P e r s i s t L o c a t i o n V e r s i o n 25G5 5 ?@8:0G5=0. � J7=8:=0 A;54=0B0 3@5H:0, 4>:0B> ?><>I=0B0 ?@>3@0<0 =0 S h a r e P o i n t ( M i c r o s o f t . A n a l y s i s S e r v i c e s . S h a r e P o i n t U t i l . d l l ) 87?J;=O20H5: % 1 [ % { e x c e p t i o n / } % ] % [ ; % { e x c e p t i o n i n n e r / } % ] . PA � !@>4=8 A2>9AB20 =0 S h a r e P o i n t 2 :><0=40B0 I m a g e L o a d : I m a g e V e r s i o n , I m a g e U r l 8 I m a g e U n i q u e I d B@O120 40 A5 C:060B 7054=> 8;8 40 =5 A5 C:0720B. x 5 5 @07@5H5= H T T P ?JB 70 A2>9AB2>B> I m a g e P a t h =0 :><0=40B0 I m a g e L o a d . >44J@60B A5 A0<> 01A>;NB=8 U N C 8 ;>:0;=8 ?JB8I0. : 0@>;0 2 I m a g e L o a d : . ! ) . R $09;, 70?8A0= 2 @568<0 " % { F r o m M o d e / } " , =5 <>65 40 A5 70@548 2 @568<0 " % { T o M o d e / } " . \ ><0=40B0 I m a g e S a v e A D a t a = f a l s e 5 @07@5H5=0 A0<> 2 1078 40==8 A C:070=> A2>9AB2> I m a g e P a t h . : 0@>;0 2 I m a g e S a v e : . ! ) . � AJ@2J@0 5 =0;8G=0 ?>- =>20 25@A8O =0 B>78 4>:C<5=B. 0 40 87?>;720B5 B>78 4>:C<5=B, >B2>@5B5 =09- =>20B0 25@A8O. 715@5B5 4@C3> 8<5 8;8 <5AB>?>;>65=85, 70 40 70?8H5B5 B5:CI8O D09;. O $09;JB " % { F r o m F i l e / } " =0 E x c e l =5 AJI5AB2C20. ><0=40B0 I m a g e S a v e 5 ?@5:@0B5=0. < "078 :><0=40 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@ =0 AJ@2J@0. < "078 :><0=40 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@ =0 AJ@2J@0. F "078 :><0=40 878A:20 <0@:5@ ?@8 70?8A20=5 =0 D09; 2 ?JB 4> S h a r e P o i n t . G "078 :><0=40 878A:20 <0@:5@ ?@8 70@5640=5 =0 D09; >B ?JB 4> S h a r e P o i n t . E ><0=40B0 =5 <>65 40 C:065 <0@:5@ ?@8 70?8A20=5 =0 D09; 2 ?JB 4> U N C . G ><0=40B0 =5 <>65 40 C:065 <0@:5@ ?@8 70@5640=5 =0 D09;0 >B ?JB 4> U N C . z ><0=40B0 I m a g e L o a d ?>44J@60 70@5640=5 =0 40==8 A0<> >B D09;>25 =0 E x c e l . 07H8@5=8OB0 =0 D09;>25B5 <>65 40 A0 A0<> . X L S ? . < "078 :><0=40 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@ =0 AJ@2J@0. E ><0=40B0 C l o n e D a t a b a s e =5 A5 ?>44J@60 70 AF5=0@88 =0 ;>:0;=8 :C1>25. > ><0=40B0 C l o n e D a t a b a s e =5 A5 ?>44J@60 2 P o w e r P i v o t f o r E x c e l . i 5 <>65 40 87?>;720B5 7054=> ?@5?@0B:0 :J< >15:B 8 D a t a b a s e N a m e =5>1E>48<> 5 40 A5 C:065 54=> >B 425B5. C 8B> D a t a b a s e N a m e , =8B> D a t a b a s e I d 5 C:070=> 2 :><0=40B0 I m a g e S a v e . < "078 :><0=40 878A:20 @07@5H5=8O >B 04<8=8AB@0B>@ =0 AJ@2J@0. a ><0=40B0 I m a g e L o a d =5 <>65 40 1J45 87?J;=5=0 A?@O<> >B40;5G5=> E@0=8;8I5 G@57 >3@0=8G5=0 2@J7:0. j ><0=40B0 I m a g e S a v e =5 <>65 40 A5 87?J;=8 A?@O<> >B40;5G5=> E@0=8;8I5 ?@8 87?>;720=5 =0 >3@0=8G5=0 2@J7:0. \ ><0=40B0 I m a g e S a v e =5 <>65 40 A5 =0A>G8 :J< ?>B>:, :>30B> 87?>;720 2@J7:0 =0 04<8=8AB@0B>@. � ><0=48B5 I m a g e L o a d / I m a g e S a v e ?>44J@60B 70@5640=5/ 70?8A20=5 =0 40==8 70 D09;>25 E x c e l , P B I D e s k t o p 8;8 Z i p . 07H8@5=8O =0 D09;>25 <>30B 40 1J40B A0<>. X L S ? , . P B I X 8;8 . 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PA 6 1@01>B20=5B> =0 B01;8F0B0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 5 1@01>B20=5B> =0 B01;8F0B0 ' % { s t r N a m e / } ' 5 702J@H5=>. > '5B5=5B> =0 40==8 >B B01;8F0B0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=>. / '5B5=5 =0 40==8 >B B01;8F0B0 " % { I M B I T a b l e I d / } " . = '5B5=5B> =0 40==8 70 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 702J@H5=>. ] =0;878@0=5B>/ :>48@0=5B> =0 A53<5=B % d { s e g m e n t / } 70 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=>. \ =0;878@0=5B>/ :>48@0=5B> =0 A53<5=B % d { s e g m e n t / } 70 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 702J@H5=>. p ><?@5A8@0=5B> =0 A53<5=B % d { s e g m e n t / } >B :>;>=0 " % { I M B I C o l u m n I d / } " =0 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=>. o ><?@5A8@0=5B> =0 A53<5=B0 % d { s e g m e n t / } >B :>;>=0 " % { I M B I C o l u m n I d / } " 70 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 702J@H5=>U !J74020=5B> 8 ?>43>B2O=5B> =0 7028A8<>AB 70 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=>. T !J74020=5B> 8 ?>43>B2O=5B> =0 7028A8<>AB 70 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 702J@H5=>. S ><?@5A8@0=5B> =0 A53<5=B % d { s e g m e n t / } >B B01;8F0B0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=>. PA� ><?@5A8@0=5B> =0 A53<5=B " % d { s e g m e n t / } " >B B01;8F0 " % { I M B I T a b l e I d / } " 702J@H8 2 " % d { s t e p s / } " ABJ?:8 A 87G8A;5=8 >1I> " % d { c l u s t e r s / } " :;JAB5@0. 7?J;=5=85B> 8<0 >?@545;5=8 2@5<528 3@0=8F8. � ><?@5A8@0=5B> =0 A53<5=B " % d { s e g m e n t / } " >B B01;8F0 " % { I M B I T a b l e I d / } " 702J@H8 2 " % d { s t e p s / } " ABJ?:8 A 87G8A;5=8 >1I> " % d { c l u s t e r s / } " :;JAB5@0. 7?J;=5=85B> =O<0 >?@545;5=8 2@5<528 3@0=8F8. ` 1@01>B:0B0 70 <0@:8@0=5 =0 :>;>=0 " % { I M B I C o l u m n I d / } " >B B01;8F0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=0. _ 1@01>B:0B0 70 <0@:8@0=5 =0 :>;>=0 " % { I M B I C o l u m n I d / } " >B B01;8F0 " % { I M B I T a b l e I d / } " 5 702J@H5=0. 0@5640=5B> 5 AB0@B8@0=>. 0@5640=5B> 5 702J@H5=>. 0@5640=5B> 5 =5CA?5H=>. ( 0@5640=5B> =0 <5B040==8B5 5 AB0@B8@0=>. ' 0@5640=5B> =0 <5B040==8B5 5 702J@H5=>. ' 0@5640=5B> =0 <5B040==8B5 5 =5CA?5H=>. $ 0@5640=5B> =0 40==8B5 5 AB0@B8@0=>. # 0@5640=5B> =0 40==8B5 5 702J@H5=>. # 0@5640=5B> =0 40==8B5 5 =5CA?5H=>. ) 0@5640=5B> =0 ?C1;8:0F8OB0 5 AB0@B8@0=>. ( 0@5640=5B> =0 ?C1;8:0F8OB0 5 702J@H5=>. ( 0@5640=5B> =0 ?C1;8:0F8OB0 5 =5CA?5H=>. � >;>=0B0 % { I M B I C o l u m n I d / } 2 B01;8F0 % { I M B I T a b l e I d / } AJ4J@60 4C1;8@0I0 A5 AB>9=>AB % { v a l u e / } , 0 B>20 =5 5 @07@5H5=> 70 :>;>=8 >B 54=0B0 AB@0=0 =0 @5;0F8O >B B8?0 <=>3> :J< 54=> 8;8 70 :>;>=8, :>8B> A5 87?>;720B :0B> ?J@28G5= :;NG 70 B01;8F0. � >;>=0B0 % { I M B I C o l u m n I d / } 2 B01;8F0 % { I M B I T a b l e I d / } AJ4J@60 ?@07=8 AB>9=>AB8, 0 B>20 =5 5 @07@5H5=> 70 :>;>=8 >B 54=0B0 AB@0=0 =0 @5;0F8O >B B8?0 <=>3> :J< 54=> 8;8 70 :>;>=8, :>8B> A5 87?>;720B :0B> ?J@28G5= :;NG =0 4045=0 B01;8F0. % { q u e r y / } % { q u e r y / } � >2B>@=> :>48@0=5 =0 :>;>=0B0 " % { I M B I C o l u m n I d / } " >B B01;8F0B0 " % { I M B I T a b l e I d / } " : ?@52:;NG20=5 =0 @5G=8: =0 AB>9=>AB8B5 A 0:BC0;878@0=8 @07<5@8. v >2B>@=> :>48@0=5 =0 :>;>=0B0 " % { I M B I C o l u m n I d / } " >B B01;8F0B0 " % { I M B I T a b l e I d / } " : ?@52:;NG20=5 =0 @5G=8: =0 E5H8@0=5B>. c @52:;NG20=5B> =0 @5G=8: 70 :>;>=0B0 " % { I M B I C o l u m n I d / } " >B B01;8F0B0 " % { I M B I T a b l e I d / } " 5 702J@H5=>. X 1@01>B20=5B> =0 4O;0 " % { I M B I P a r t i t i o n I d / } " =0 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 AB0@B8@0=>. W 1@01>B20=5B> =0 4O;0 " % { I M B I P a r t i t i o n I d / } " =0 B01;8F0B0 " % { I M B I T a b l e I d / } " 5 702J@H5=>. PA
2>8G=8 40==8� 7B>G=8:JB 70 0B@81CB0 >B 42>8G5= B8? AJ4J@60 AB>9=>AB, :>OB> 5 ?>- 3>;O<0 >B <0:A8<0;=8O @07<5@, C:070= 2 A2>9AB2>B> D a t a S i z e ?@8 45D8=8@0=5 =0 0B@81CB0. !B>9=>ABB0 5 704045=0 =0 ?@07=0 AB>9=>AB. X '5B5=5B> =0 40==8 70 B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 AB0@B8@0=>. H '5B5=5 =0 40==8 70 B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " . W '5B5=5B> =0 40==8 70 B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 702J@H5=>. � ><?@5A8@0=5B> =0 A53<5=B % d { s e g m e n t / } >B :>;>=0 " % { I M B I C o l u m n I d / } " =0 B01;8F0B0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 AB0@B8@0=>. � ><?@5A8@0=5B> =0 A53<5=B % d { s e g m e n t / } >B :>;>=0 " % { I M B I C o l u m n I d / } " 70 B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 702J@H5=>. m ><?@5A8@0=5B> =0 A53<5=B % d { s e g m e n t / } >B B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 AB0@B8@0=>. � ><?@5A8@0=5B> =0 A53<5=B " % d { s e g m e n t / } " >B B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 702J@H8 2 " % d { s t e p s / } " ABJ?:8 A 87G8A;5=8 >1I> " % d { c l u s t e r s / } " :;JAB5@0. 7?J;=5=85B> 8<0 >?@545;5=8 2@5<528 3@0=8F8. � ><?@5A8@0=5B> =0 A53<5=B " % d { s e g m e n t / } " >B B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 702J@H8 2 " % d { s t e p s / } " ABJ?:8 A 87G8A;5=8 >1I> " % d { c l u s t e r s / } " :;JAB5@0. 7?J;=5=85B> =O<0 >?@545;5=8 2@5<528 3@0=8F8. w =0;878@0=5B>/ :>48@0=5B> =0 A53<5=B % d { s e g m e n t / } 70 B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 AB0@B8@0=>. v =0;878@0=5B>/ :>48@0=5B> =0 A53<5=B % d { s e g m e n t / } 70 B01;8F0 " % { I M B I T a b l e I d / } " , 4O; " % { I M B I P a r t i t i o n I d / } " , 5 702J@H5=>. % { q u e r y / } % { q u e r y / } % { q u e r y / } % { q u e r y / } PA % { q u e r y / } % { q u e r y / } O @>25@:0 70 AJ3;0AC20=5 =0 1070B0 40==8 % { d b / } . $070: ?@5420@8B5;=0 ?@>25@:0. PA O @>25@:0 70 AJ3;0AC20=5 =0 B01;8F0B0 % { t a b l e / } . $070: ?@5420@8B5;=0 ?@>25@:0. L @>25@:0 70 AJ3;0AC20=5 =0 :>;>=0B0 % { c o l / } . $070: ?@5420@8B5;=0 ?@>25@:0. F @>25@:0 70 AJ3;0AC20=5 =0 1070B0 40==8 " % { d b / } " . $070: A;54 ?@>25@:0. F @>25@:0 70 AJ3;0AC20=5 =0 B01;8F0B0 % { t a b l e / } . $070: A;54 ?@>25@:0. C @>25@:0 70 AJ3;0AC20=5 =0 :>;>=0B0 % { c o l / } . $070: A;54 ?@>25@:0. I $C=:F8OB0 5 4>ABJ?=0 A0<> :>30B> CA;C38B5 70 0=0;87 A0 2 B01C;0@5= @568<. H $C=:F8OB0 =5 5 4>ABJ?=0, :>30B> CA;C38B5 70 0=0;87 A0 2 B01C;0@5= @568<. ? =0 B01;8F0B0 " % { I M B I T a b l e I d / } " =5 5 >B:@8B 2 B5:CI0B0 AE5<0. L @C?0B0 <5@:8 " % { n a m e / } " =O<0 B>G=> 54=> =5@02=> 87<5@5=85 =0 3@C?0B0 <5@:8. � 7<5@5=85B> % { I M B I T a b l e I d / } =5 <>65 40 A5 AJ74045 2 B01;8G5= @568<, BJ9 :0B> 0B@81CBJB % { I M B I C o l u m n I d / } 5 A2J@70= A B8? =0 40==8B5 B L O B . � 7<5@5=85B> % { I M B I T a b l e I d / } =5 <>65 40 A5 AJ74045 2 B01;8G5= @568<, BJ9 :0B> 5 A2J@70=> A <=>3> B01;8F8 2 873;540 =0 87B>G=8: =0 40==8. P <5B> =0 :>;>=0B0 % { I M B I C o l u m n I d / } =5 5 >B:@8B> 2 B01;8F0B0 % { I M B I T a b l e I d / } . ] O<0 2JB@5H=0 95@0@E8O, A2J@70=0 A B01;8F0B0 % { I M B I T a b l e I d / } 8 :>;>=0B0 % { I M B I C o l u m n I d / } . k JB@5H=0B0 95@0@E8O, A2J@70=0 A B01;8F0B0 % { I M B I T a b l e I d / } 8 :>;>=0B0 % { I M B I C o l u m n I d / } , =5 5 >1@01>B5=0. G #A;C38B5 70 0=0;87 2 B01C;0@5= @568< =5 A5 ?>44J@60B >B I A 6 4 ?;0BD>@<0. ` J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 B01;8F0 % { s t r T a b l e N a m e / } , D09; % { s t r P a r t F i l e N a m e / } . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 <5B040==8B5 >B B01;8F0 " % { n o d e n a m e / } " . J7<>6=8B5 ?@8G8=8 A0: 2 B>78 2J75; C:070= 5 =5?@028;5= x s i : t y p e , 8<0 ;8?A20I 8;8 =5?@028;=> C:070= x m l n s . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 <5B040==8B5 >B B01;8F0B0. J7<>6=8B5 ?@8G8=8 A0: ;8?A20I> 8;8 =5?@028;=> C:070=> A2>9AB2> 2J2 2J75;0 X M O b j e c t . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 <5B040==8B5 =0 B01;8F0B0. 5@>OB=8B5 ?@8G8=8 A0 A;54=8B5: C:070=> 5 =5?>7=0B> 8<5 =0 :;0A " % { s t r C l a s s N a m e / } " 70 >15:B0 " % { s t r O b j e c t N a m e / } " . PA� J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 <5B040==8B5 =0 B01;8F0B0. 5@>OB=8B5 ?@8G8=8 A0 A;54=8B5: C:070=> 5 =5?>7=0B> 8<5 =0 :;0A " % { s t r C l a s s N a m e / } " 70 >15:B0 " % { s t r O b j e c t N a m e / } " . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 40==8B5 >B B01;8F0B0. 5@>OB=0B0 ?@8G8=0 5: ?>2@545= D09; A 40==8 70 54=0 >B :>;>=8B5 2 B01;8F0B0. � J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5B> =0 40==8B5 >B B01;8F0B0. 5@>OB=0B0 ?@8G8=0 5: ?>2@545= D09; A 40==8 70 AJE@0=5=85 =0 =87>25 70 54=0 >B :>;>=8B5 2 B01;8F0B0. � J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5B> =0 40==8B5 >B B01;8F0B0. 5@>OB=0B0 ?@8G8=0 5: ?>2@545= D09; A 40==8 70 AJE@0=5=85 =0 20@80=B8 70 54=0 >B :>;>=8B5 2 B01;8F0B0. k "8?JB ?@>F5A, C:070= 70 " % { n a m e / } " % { t y p e n a m e / } 5 =520;845=, :>30B> CA;C38B5 70 0=0;87 A0 2 @568< V e r t i P a q . g 15:BJB " % { n a m e / } " % { t y p e n a m e / } =5 <>65 40 A5 >1@01>B8, :>30B> CA;C38B5 70 0=0;87 A0 2 B01C;0@5= @568<. S "8?JB =0 40==8B5 70 :>;>=0 % { I M B I C o l u m n I d / } =5 A5 ?>44J@60. D B T Y P E = % d { d b t y p e / } . ` !E5<0B0 V e r t i P a q " % { s t r S c h e m a N a m e / } " =5 <>65 40 A5 AJ74045 2 <0H8=0B0, BJ9 :0B> 25G5 AJI5AB2C20. Z !E5<0B0 V e r t i P a q " % { s t r S c h e m a N a m e / } " =5 AJI5AB2C20 8;8 =O<0B5 @07@5H5=85 70 4>ABJ? 4> =5O. W !5A8OB0 =0 V e r t i P a q =5 <>65 40 87?J;=8 70O25=0B0 >?5@0F8O, BJ9 :0B> =5 5 871@0=0 AE5<0. > #:070= 5 4C1;8@0I A5 >A=>25= :;NG 2 B01;8F0 " % { I M B I T a b l e I d / } " . 6 5 5 C:070= ?J@28G5= :;NG 2 B01;8F0 % { I M B I T a b l e I d / } . C >=5 548= 4O; B@O120 40 1J45 ?>A>G5= 2 B01;8F0B0 % { I M B I T a b l e I d / } . � 5 <>65 40 A5 AJ74045 @5D5@5=B=> 87<5@5=85 % { d e g d i m n a m e / } 2 3@C?0B0 70 87<5@20=5 % { m g n a m e / } , BJ9 :0B> 0B@81CBJB =0 3@0=C;0@=>AB % { a t t r i b u t e n a m e / } =5 5 :;NG 8;8 C=8:0;5= 70 87<5@5=85B> % { p k d i m n a m e / } . A 5;0F8OB0 % { n a m e / } =5 5 =0<5@5=0 2 B01;8F0B0 % { I M B I T a b l e I d / } . C 070B0 40==8 V e r t i P a q " % { n a m e / } " =5 <>65 40 8<0 ?>25G5 >B 548= :C1. W !2>9AB2>B> V e r t i P a q % { I M B I C o l u m n I d / } =5 <>65 40 8<0 ?>25G5 >B 54=> >12J@720=5 A :;NG. G !2>9AB2>B> V e r t i P a q % { I M B I C o l u m n I d / } =5 <>65 40 8<0 >12J@720=5 A 8<5. � @8 @01>B0 2 B01C;0@5= @568< 54=0 3@C?0 <5@:8 <>65 40 8<0 A0<> =5?@028;=> 87<5@5=85 8;8 87<5@5=85 =0 ?@5?@0B:0. @C?0B0 <5@:8 " % { n a m e / } " 8<0 87<5@5=85 >B 4@C3 B8?. c 587?@02=>B> 87<5@5=85 =0 V e r t i P a q % { n a m e / } <>65 40 1J45 ?>A>G5=> A0<> 2 54=0 3@C?0 70 87<5@20=5. C @C?0 <5@:8 " % { n a m e / } " =0 % { p a r e n t T y p e / } <>65 40 8<0 A0<> 548= 4O;. 5;0F8OB0 :J< @5D5@5=B=>B> 87<5@5=85 % { r e f d i m n a m e / } ?@8 87?>;720=5 =0 CA;C38B5 70 0=0;87 2 B01;8G5= @568< B@O120 40 8<0 M a t e r i a l i z a t i o n , 704045=> =0 R e g u l a r , BJ9 :0B> <5648==>B> 87<5@5=85 % { d i m n a m e / } 5 D0:B>2> 87<5@5=85 70 3@C?0B0 70 87<5@20=5 % { n a m e / } . � 12J@720=5B> 70 <O@:0B0 " % { n a m e / } " =0 V e r t i P a q 2 3@C?0B0 <5@:8 " % { m g n a m e / } " 5 =520;84=>, BJ9 :0B> =5 AJ2?040 A =8:>5 >12J@720=5 AJA A2>9AB20 =0 87<5@5=85B> =0 D0:B8 " % { d i m n a m e / } " . � 3@530F8OB0 70 <O@:0B0 " % { n a m e / } " 2 3@C?0B0 <5@:8 " % { m g n a m e / } " =5 A5 ?>44J@60 2 @568<0 V e r t i P a q . >44J@60=8B5 03@530F88 A0 S U M , M I N , M A X 8 C O U N T . � 1@01>B20=5B> =0 3@C?0B0 <5@:8 " % { n a m e / } " 5 =5CA?5H=>, BJ9 :0B> >12J@720=5B> =0 <5@:8B5 " % { m e a s u r e n a m e / } " =5 AJ2?040 A >12J@720=5B> AJA A2>9AB2>B> =0 87<5@5=85B> " % { p r o p e r t y n a m e / } " . z M e a s u r e G r o u p D i m e n s i o n " % { n a m e / } " 2 3@C?0B0 <5@:8 " % { m g n a m e / } " =O<0 A2>9AB2> " S h a r e D i m e n s i o n S t o r a g e " , 704045=> =0 " S h a r e d " . L !2>9AB2>B> " % { n a m e / } " =5 A5 ?>44J@60 A CA;C38B5 70 0=0;87 2 B01C;0@5= @568<. W !2>9AB2>B> " % { n a m e / } " 8<0 AB>9=>AB " % { v a l u e / } " , :>OB> =5 A5 ?>44J@60 2 B01C;0@5= @568<. ] % { t y p e n a m e / } " % { o b j e c t n a m e / } " , A2>9AB2>B> " % { n a m e / } " <>65 40 8<0 A0<> AB>9=>AB " % { v a l u e / } " . l B@81CBJB =0 :;NG 70 87<5@5=85 % { I M B I C o l u m n I d / } B@O120 40 5 A2J@70= A 2A8G:8 4@C38 0B@81CB8 2 87<5@5=85B>. T B@81CB R e g u l a r =0 87<5@5=85 % { I M B I C o l u m n I d / } =5 <>65 40 8<0 @5;0F88 :J< 0B@81CB8. � :> 5 C:070= 87B>G=8: 70 K e y C o l u m n % { I M B I C o l u m n I d / } =0 0B@81CB0 70 87<5@5=85, B>9 <>65 40 5 A0<> C o l u m n B i n d i n g 8;8 R o w N u m b e r B i n d i n g . PA� !2>9AB2>B> S t o r a g e E n g i n e M o d e 70 1070B0 40==8 " % { n a m e / } " 5 =520;84=> 2 B01C;0@5= @568<. 48=AB25=0B0 ?>44J@60=0 AB>9=>AB 5 " I n M e m o r y " . � !J74020=5B> 8;8 70@5640=5B> =0 >15:B0 M O L A P % { t y p e n a m e / } , 8<5 " % { n a m e / } " 5 =5CA?5H=>, BJ9 :0B> S t o r a g e E n g i n e M o d e =0 1070B0 40==8 " % { d b _ n a m e / } " 5 " I n M e m o r y " . z !J74020=5B> 8;8 70@5640=5B> =0 >15:B0 % { t y p e n a m e / } , 8<5 " % { n a m e / } " 5 =5CA?5H=>, BJ9 :0B> =5 A5 ?>44J@60 2 B01C;0@5= @568<. � 7<5@5=85B> % { I M B I T a b l e I d / } 2 B01;8G5= @568< B@O120 40 8<0 B>G=> 548= 0B@81CB >B B8?0 R o w N u m b e r , :>9B> 5 A2J@70= A R o w N u m b e r B i n d i n g . l B@81CBJB % { I M B I C o l u m n I d / } >B 87<5@5=85B> % { I M B I T a b l e I d / } 5 >B B8?0 R o w N u m b e r , => =O<0 R o w N u m b e r B i n d i n g . x B@81CBJB % { I M B I C o l u m n I d / } >B 87<5@5=85B> % { I M B I T a b l e I d / } 8<0 R o w N u m b e r B i n d i n g , => B8?JB =0 0B@81CB0 =5 5 R o w N u m b e r . � 15:B8B5 =0 P o w e r P i v o t =5 <>30B 40 A5 AJ74020B 8;8 >1@01>B20B, :>30B> A2>9AB2>B> 70 :>=D83C@0F8O S t o r a g e E n g i n e M o d e 5 704045=> =0 " T r a d i t i o n a l " 70 1070B0 40==8 " % { n a m e / } " . � !2>9AB2>B> S t o r a g e E n g i n e M o d e =0 1070B0 40==8 " % { n a m e / } " =5 <>65 40 A5 704045 =0 " T r a d i t i o n a l " , BJ9 :0B> CA;C38B5 70 0=0;87 A0 2 B01C;0@5= @568<. � 07<5@JB =0 40==8B5 =0 A53<5=B0 5 =5?@028;5= 70 B01;8F0 % { I M B I T a b l e I d / } . ;8 D09;JB =0 4O;0 % { s t r P a r t F i l e N a m e / } 5 ?>2@545=, 8;8 D09;JB A <5B040==8 =0 B01;8F0B0 5 ?>2@545=. v O;JB % { s t r P a r t I d x / } =0 B01;8F0 % { I M B I T a b l e I d / } =5 <>65 40 AJ4J@60 A53<5=B8 =0 :>;>=8 >B @07;8G=8 25@A88 =0 40==8. 5;0F8OB0 :J< @5D5@5=B=>B> 87<5@5=85 % { r e f d i m n a m e / } ?@8 87?>;720=5 =0 CA;C38B5 70 0=0;87 2 B01;8G5= @568< B@O120 40 8<0 A2>9AB2>B> M a t e r i a l i z a t i o n , 704045=> =0 I n d i r e c t , BJ9 :0B> <5648==>B> 87<5@5=85 % { d i m n a m e / } =5 5 D0:B>2> 87<5@5=85 70 3@C?0B0 70 87<5@20=5 % { n a m e / } . { B@81CBJB R o w N u m b e r % { I M B I C o l u m n I d / } 2 87<5@5=85B> =0 V e r t i P a q % { I M B I T a b l e I d / } ?>44J@60 A0<> F5;>G8A;5= B8? =0 40==8B5. � B@81CBJB R o w N u m b e r % { I M B I C o l u m n I d / } 2 87<5@5=85B> =0 V e r t i P a q % { I M B I T a b l e I d / } B@O120 40 8<0 @5;0F8O =0 0B@81CB :J< 0B@81CB0 =0 :;NG =0 87<5@5=85B> A :0@48=0;=>AB= O n e . � 5;0F8OB0 % { s t r N e w R e l a t i o n s h i p / } =5 <>65 40 A5 AJ74045, BJ9 :0B> @5;0F8OB0 % { s t r E x i s t i n g R e l a t i o n s h i p / } 25G5 AJI5AB2C20 >B B01;8F0 % { s t r F K T a b l e N a m e / } 8 :>;>=0 % { s t r F K C o l u m n N a m e / } 4> B01;8F0 % { s t r P K T a b l e N a m e / } 8 :>;>=0 % { s t r P K C o l u m n N a m e / } . � >;>=0B0 % { I M B I C o l u m n I d / } 2 B01;8F0 % { I M B I T a b l e I d / } AJ4J@60 4C1;8@0I0 A5 AB>9=>AB % { v a l u e / } , 0 B>20 =5 5 @07@5H5=> 70 :>;>=8 >B 54=0B0 AB@0=0 =0 @5;0F8O >B B8?0 <=>3> :J< 54=> 8;8 70 :>;>=8, :>8B> A5 87?>;720B :0B> ?J@28G5= :;NG 70 B01;8F0. � >;>=0B0 % { I M B I C o l u m n I d / } 2 B01;8F0 % { I M B I T a b l e I d / } AJ4J@60 ?@07=8 AB>9=>AB8, 0 B>20 =5 5 @07@5H5=> 70 :>;>=8 >B 54=0B0 AB@0=0 =0 @5;0F8O >B B8?0 <=>3> :J< 54=> 8;8 70 :>;>=8, :>8B> A5 87?>;720B :0B> ?J@28G5= :;NG =0 4045=0 B01;8F0. PA� !B>9=>ABB0, C:070=0 70 A2>9AB2>B> " % { I M B I C o l u m n I d / } " =0 >15:B0 E r r o r C o n f i g u r a t i o n 5 =520;84=0. 48=AB25=0B0 ?>44J@60=0 AB>9=>AB 5 " % { v a l u e / } " . � 7<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " 8<0 S h a r e D i m e n s i o n S t o r a g e , 704045=> =0 S h a r e d . ">20 A5 ?>44J@60 A0<> 2 B01C;0@5= @568<. � !J74020=5B> =0 =>20 7028A8<>AB 2 B01;8F0 " % { T a b l e / } " 5 =5CA?5H=>, BJ9 :0B> AJ74020 F8:J; >B 7028A8<>AB8 <564C A;54=8B5 B01;8F8: " % { C y c l e / } " . � ?5@0F8OB0 2 % { t y p e n a m e / } % { n a m e / } =5 <>65 40 A5 872J@H8, BJ9 :0B> AJ74020 =554=>7=0G=0 @5;0F8O <564C @5D5@5=B=8B5 87<5@5=8O % { s t a r t n a m e / } 8 % { e n d n a m e / } , :>5B> =5 5 20;84=> 2 B01;8G5= @568<. o D D L :><0=40B0 " % { c o m m a n d n a m e / } " 2 " % { n a m e / } " % { t y p e n a m e / } =5 A5 ?>44J@60, BJ9 :0B> >15:BJB 5 2 B01C;0@5= @568<. e 8709=JB 70 03@530F8O 2 " % { n a m e / } " % { t y p e n a m e / } =5 A5 ?>44J@60, BJ9 :0B> >15:BJB 5 2 B01C;0@5= @568<. � JBOB 70 =5<0B5@80;878@0=> 87<5@5=85 =0 ?@5?@0B:0 " % { r e f d i m n a m e / } " <564C " % { s t a r t n a m e / } " 8 " % { e n d n a m e / } " B@O120 40 AJI5AB2C20 2 B01C;0@5= @568<. � 7<5@5=85B> % { I M B I T a b l e I d / } B@O120 40 8<0 =09- <0;:> 548= 0B@81CB, G89B> B8? >12J@720=5 40 5 C o l u m n B i n d i n g 2 @568<0 V e r t i P a q . V B:@8B> 5 F5;>G8A;5=> 45;5=85 =0 =C;0 2 ?@>F5A>@0 =0 70O2:8 =0 <0H8=0B0 70 AJE@0=5=85. � @5>1@07C20=5B> =0 B8? =0 40==8B5 5 =5CA?5H=> 70 [ "01;8F0: % { I M B I T a b l e I d / } , :>;>=0: % { I M B I C o l u m n I d / } , AB>9=>AB: % { v a l u e / } ' ] . � 520;845= =01>@ =0 O r d e r B y A t t r i b u t e I D % { o r d e r b y / } , 704045= 2 87<5@5=85 % { I M B I T a b l e I d / } , 0B@81CB % { I M B I C o l u m n I d / } , A>G5I :J< 0B@81CB0 >B B8? R o w N u m b e r . � 15:B " % { t y p e n a m e / } " " % { o b j e c t n a m e / } " : !2>9AB2>B> " O r d e r B y " <>65 40 8<0 A0<> AB>9=>AB " K e y " 8;8 " A t t r i b u t e K e y " 2 @568<0 V e r t i P a q . r 7<5@5=85B> % { I M B I T a b l e I d / } AJ4J@60 87G8A;O5<0 :>;>=0 % { I M B I C o l u m n I d / } , => =5 5 A2J@70=> A 3@C?0 70 87<5@20=5. g J7=8:=0;0 5 3@5H:0 2 A8=B0:A8A0 =0 87G8A;O5<0 :>;>=0 % { I M B I C o l u m n I d / } 2 87<5@5=85 % { I M B I T a b l e I d / } . Y !B>9=>ABB0 " % { v a l u e / } " 70 A2>9AB2>B> " % { n a m e / } " =0 >15:B0 E r r o r C o n f i g u r a t i o n 5 =520;84=0. � B@81CBJB " % { n a m e / } " =0 87<5@5=85B> " % { d i m n a m e / } " <>65 40 8<0 A0<> " N u l l P r o c e s s i n g " , 704045=> =0 " E r r o r " , BJ9 :0B> 0B@81CBJB 5 <0@:8@0= :0B> >A=>25= 8;8 C=8:0;5=. s 1@01>B20=5B> =0 87<5@5=85B> % { n a m e / } 5 =5CA?5H=>, BJ9 :0B> =5 A0 C:070=8 4>AB0BJG=> =5AJ>B25BAB20I8 >12J@720=8O. � @>OB =0 A53<5=B8B5 2 :>;>=0B0 % { C o l I d / } 5 @07;8G5= >B 1@>O =0 A53<5=B8B5 =0 4O;0. 5@>OB=0B0 ?@8G8=0 70 B>78 ?@>1;5< 5 ?>2@540 =0 D09;0 A <5B040==8 % { s t r P a r t F i l e N a m e / } =0 B01;8F0B0. "@5H:0 ?> 2@5<5 =0 8=AB0;0F8O =0 >15:B % { I n s t O b j C l a s s / } A 8<5 % { s t r O b j e c t N a m e / } : >G0:20=8OB :;0A @>48B5;A:8 >15:B8 5 % { E x p e c t e d P a r e n t O b j C l a s s / } , => ?@54>AB025=8OB :;0A >15:B8 5 % { P a s s e d P a r e n t O b j C l a s s / } . 5@>OB=0B0 ?@8G8=0 70 B>78 ?@>1;5< 5 ?>2@540 =0 D09;0 A <5B040==8 =0 B01;8F0B0. � @570?8A20=5 =0 AJI5AB2C20I D09; % { f i l e n a m e / } ?> 2@5<5 =0 70?8A20=5 =0 23@045=8B5 40==8 =0 P o w e r P i v o t 70 87<5@5=85B> % { d i m n a m e / } . [ 0A:0 70 70?8A20=5= 0 x % { m s k s a v e / } ] [ !JAB>O=85 =0 >15:B0 =0 40==8B5= % { d o s t a t e / } ] . ">20 5 2JB@5H=0 3@5H:0 2 AJ@2J@0. , 520;84=> B@0=70:F8>==> AJAB>O=85 ?> 2@5<5 =0 70?8A20=5 =0 23@045=8B5 40==8 =0 P o w e r P i v o t 70 87<5@5=85B> % { d i m n a m e / } . [ !JAB>O=85 =0 AJ@2J@0= % { s e r v e r s t a t e / } ] [ >28:20I= % { c a l l e r / } ] [ !JAB>O=85 =0 87<5@5=85B>= % { d i m s t a t e / } ] [ !JAB>O=85 =0 B01;8F0B0= % { t a b l e s t a t e / } ] . ">20 5 2JB@5H=0 3@5H:0 2 AJ@2J@0. � @5H:0 ?> 2@5<5 =0 8=AB0;0F8O =0 >15:B % { I n s t O b j C l a s s / } : 8<5B> =0 >15:B0 =5 <>65 40 5 ?@07=> 70 >15:B8 =0 A5@80;878@C5<8 40==8. 5@>OB=0B0 ?@8G8=0 70 B>78 ?@>1;5< 5 ?>2@540 =0 D09;0 A <5B040==8 =0 B01;8F0B0. � B:@8B 5 =5>G0:20= 2J75; ?> 2@5<5 =0 45A5@80;878@0=5 =0 >15:B0 =0 40==8 % { O b j C l a s s / } . 5@>OB=0B0 ?@8G8=0 70 B>78 ?@>1;5< 5 ?>2@540 =0 D09;0 A <5B040==8 =0 B01;8F0B0. � 7<5@5=85B> % { I M B I T a b l e I d / } =5 <>65 40 A5 AJ74045 2 B01;8G5= @568<, BJ9 :0B> C:0720 <=>3> =0AB@>9:8 =0 AJ?>AB02O=8O 8;8 578F8 70 @07;8G=8 0B@81CB8. @5H:0 ?@8 A5@80;878@0=5 =0 :>;>=0B0 " % { s t r C o l u m n N a m e / } " : =0=0AO=5B> =0 A53<5=B =0 :>;>=0B0 B@O120 40 A5 45A5@80;878@0 8 AJ74045 ?@548 AJ74020=5B> =0 :>;>=8 2 B01;8F0B0. 5@>OB=0B0 ?@8G8=0 70 B>78 ?@>1;5< 5 ?>2@540 =0 D09;0 A <5B040==8 =0 B01;8F0B0 " % { s t r T a b l e N a m e / } " . � <5B> =0 87<5@5=85B> =0 :C10 % { c u b e d i m e n s i o n n a m e / } =5 AJ2?040 A 8<5B> =0 AJ>B25BAB20I>B> 87<5@5=85 =0 1070B0 40==8 % { n a m e / } . � <5B> =0 87<5@5=85B> 70 ?>4@>1=8 40==8 % { n a m e / } =5 AJ2?040 A 8<5B> =0 AJ>B25BAB20I>B> 87<5@5=85 =0 :C10 % { c u b e d i m e n s i o n n a m e / } . z 12J@720=5B> =0 87G8A;O5<0B0 :>;>=0 % { d i m e n s i o n / } [ % { c a l c c o l u m n / } ] AJ4J@60 45D8=8F8O 70 D a t a S i z e , :>OB> =5 A5 ?>44J@60. � B@81CB8B5 >B 42>8G5= B8? =5 A0 ?>44J@60=8 :0B> :;NG>28 :>;>=8. B@81CBJB % { I M B I C o l u m n I d / } 5 45D8=8@0= :0B> 42>8G5= 8 =5 <>65 40 A5 87?>;720 :0B> ?J@28G5= :;NG 70 87<5@5=85B> % { I M B I T a b l e I d / } . � >;>=8B5 >B 42>8G5= B8? =5 <>30B 40 A5 87?>;720B 2 @5;0F88. >;>=0B0 % { I M B I C o l u m n I d / } 5 45D8=8@0=0 :0B> 42>8G=0 2 B01;8F0B0 % { I M B I T a b l e I d / } 8 =5 <>65 40 A5 87?>;720 70 AJ74020=5 =0 @5;0F8O :J< 4@C30 B01;8F0. � 5 <>65B5 40 ?@><5=8B5 0B@81CB0 >B 42>8G5= B8? 2 4@C3 B8? =0 40==8B5 8;8 40 ?@><5=8B5 0B@81CB >B =542>8G5= B8? 2 0B@81CB >B 42>8G5= B8?: 0B@81CB % { I M B I C o l u m n I d / } 2 87<5@5=85B> % { I M B I T a b l e I d / } . PAK !2>9AB2>B> " % { n a m e / } " 8<0 AB>9=>AB, :>OB> =5 A5 ?>44J@60 2 B01C;0@5= @568<. | 3@C?0B0 <5@:8 " % { m g n a m e / } " ;8?A20 87<5@5=85 =0 ?@5?@0B:0B0 70 AJI5AB2C20I0 =5?@O:0 7028A8<>AB :J< 87<5@5=85 " % { d i m n a m e / } " . e =D>@<0F8OB0 70 B01;8F0, 2J@=0B0 >B 4>?J;=8B5;5= 2J75; 70 >1@01>B:0, B@O120 40 AJ4J@60 ?>=5 548= 4O;. � A=>2=8OB 2J75; 70 >1@01>B:0 >G0:20 @07;8G5= 1@>9 4O;>25, 2:;NG5=8 2 >B3>2>@0 =0 4>?J;=8B5;=8O 2J75; 70 >1@01>B:0; >G0:20= 1@>9: % d { E x p C o u n t / } , 2J@=0B 1@>9: % d { R e t C o u n t / } . � A=>2=8OB 2J75; 70 >1@01>B:0 =5 >G0:20 B078 8=D>@<0F8O 70 4O; ( p a r t i t i o n I d = " % { s t r P a r t I d / } " ) 40 1J45 2:;NG5=0 2 >B3>2>@0 =0 4>?J;=8B5;=8O 2J75; 70 >1@01>B:0. A=>2=8OB 2J75; 70 >1@01>B:0 B@O120 40 ?>;CG8 8=D>@<0F8O 70 2A8G:8 >G0:20=8 4O;>25 >B >B3>2>@0 =0 4>?J;=8B5;=8O 2J75; 70 >1@01>B:0 2 AJ>B25BAB285 A @540 =0 4O;>25B5 2 ?J@28G=0 B01;8F0; >A=>2=8 4O;>25 A = " % { s t r E x p P a r t I d s / } " , ?>;CG5=8 4O;>25 A = " % { s t r R e c P a r t I d s / } " . � >;>=0B0 % { I M B I C o l u m n I d / } =0 B01;8F0B0 % { I M B I T a b l e I d / } AJ4J@60 AB>9=>AB % { v a l u e / } , :>OB> =5 A5 ?>44J@60 ( =><5@ =0 @54 % { l i n e / } ) . V !B>9=>ABB0 " % { v a l u e / } " >B B8? % { s r c t y p e / } =5 <>65 40 A5 :>=25@B8@0 2 B8? % { d e s t t y p e / } . � 5 <>65 40 A5 AJ74045 8;8 ?@><5=8 7028A8<>ABB0 <564C :>;>=0B0 =0 2J=H5= :;NG " % { f k t a b l e / } " [ % { f k c o l / } ] 8 :>;>=0B0 =0 >A=>25= :;NG " % { p k t a b l e / } " [ % { p k c o l / } ] , BJ9 :0B> B8?>25B5 40==8 A0 =5AJ2<5AB8<8. P @>25@:8B5 70 AJ>B25BAB285 =0 D09;>25B5 >B 1078B5 40==8 =5 A0 ?@5<8=0B8 CA?5H=>. 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PAe @>25@:8B5 70 AJ3;0AC20=5 =0 1070 40==8 ( D B C C ) 1OE0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 A53<5=B8B5 >B 40==8. X B:@8B0 5 4C1;8@0I0 A5 AB>9=>AB 2 E@0=8;8I5B> 70 C=8:0;=8 AB>9=>AB8, A2J@70=> A @5G=8:0. E 5CA?5H=> 45A5@80;878@0=5 =0 E5H8@0I0 B01;8F0 ?>@048 ?>2@545=8 40==8. H 5CA?5H=> 45A5@80;878@0=5 =0 E@0=8;8I5 70 =87>25 ?>@048 ?>2@545=8 40==8. g @>25@:8B5 70 AJ3;0AC20=5 =0 1070 40==8 ( D B C C ) 1OE0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 E@0=8;8I5B> 70 =87>25. h @>25@:8B5 70 AJ3;0AC20=5 =0 1070 40==8 ( D B C C ) 1OE0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 E@0=8;8I5B> 70 <0@:5@8. \ <0 ?>2@540 2 A;>O 70 AJE@0=5=85. >;5:F8OB0 >B :>;>=8 2 B01;8F0B0 % { p a r e n t / } 5 ?>2@545=0. a <0 ?>2@540 2 A;>O 70 AJE@0=5=85. >;5:F8OB0 >B 7028A8<>AB8 2 B01;8F0B0 % { p a r e n t / } 5 ?>2@545=0. \ <0 ?>2@540 2 A;>O 70 AJE@0=5=85. >;5:F8OB0 >B 4O;>25 2 B01;8F0B0 % { p a r e n t / } 5 ?>2@545=0. B:@8B 5 ?>2@545= B8? B01;8F0. ] <0 ?>2@540 2 A;>O 70 AJE@0=5=85. >;5:F8OB0 >B A53<5=B8 2 :>;>=0B0 % { p a r e n t / } 5 ?>2@545=0. B:@8B 5 ?>2@545= B8? A53<5=B. j @>25@:8B5 70 AJ3;0AC20=5 =0 1070 40==8 ( D B C C ) 1OE0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 AB0B8AB8:0B0 70 4O;>25B5. j @>25@:8B5 70 AJ3;0AC20=5 =0 1070 40==8 ( D B C C ) 1OE0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 =0=0AO=5B> =0 A53<5=B8B5. ] @>25@:8B5 70 AJ3;0AC20=5 =0 1070 40==8 ( D B C C ) 1OE0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 7028A8<>AB8. � >45;JB 40==8 >B:@8 =5>G0:20=> =5AJ>B25BAB285 8 =5 <>65 40 A5 70@548. G0:20 A5 A8AB5<=0B0 B01;8F0 % { I M B I T a b l e I d / } 40 1J45 2 AE5<0B0, => =5 <>65 40 1J45 =0<5@5=0. � >45;JB 40==8 >B:@8 =5>G0:20=> =5AJ>B25BAB285 8 =5 <>65 40 A5 70@548. 84JB =0 AJE@0=O20=5 =0 @5G=8:0 70 :>;>=0 % { c o l / } 2 B01;8F0 % { t a b l e / } 8<0 =5>G0:20=0 AB>9=>AB % { s t o r e t y p e / } . � >45;JB 40==8 >B:@8 =5>G0:20=> =5AJ>B25BAB285 8 =5 <>65 40 A5 70@548. <5=0B0 =0 D09;>25B5 =0 4O;0 =0 :>;>=0B0 % { f i l e 1 / } 8 % { f i l e 2 / } =5 AJ2?040B. N ><0=40B0 D B C C C:0720 8<5 =0 D09; 157 8<5 =0 B01;8F0. >A>G5B5 8<5 =0 B01;8F0. � "078 D B C C A P I :><0=40 5 @07@01>B5=0 70 87?>;720=5 A?@O<> 1078 40==8, :>8B> 87?>;720B =0AB@>9:0B0 T a b u l a r M e t a d a t a 70 A2>9AB2>B> S t o r a g e E n g i n e U s e d . &5;520B0 1070 40==8 5 A @07;8G=0 =0AB@>9:0 S t o r a g e E n g i n e U s e d . 7?>;7209B5 0;B5@=0B825= D B C C A P I . M 5CA?5H=> :>48@0=5 =0 AB>9=>AB >1E20BJB =0 =0 40==8B5 5 ?@5:0;5=> 3>;O<. T J7=8:=0 3@5H:0 ?@8 70@5640=5 =0 >15:B8 A 40==8 V e r t i p a q 70 B01;8F0 % { T a b l e N a m e / } . L J7=8:=0 3@5H:0 ?@8 70@5640=5 =0 >15:B8 A 40==8 V e r t i p a q 70 =O:>;:> B01;8F8. � @5H:0 2 B i t P a c k C o m p r e s s i o n : ?@8 >1@01>B:0B0 =0 4O;0 A i n d e x = % d { p a r t I d x / } =0 :>;>=0 % { I M B I C o l u m n I d / } A53<5=B A 8=45:A % d { s e g I d x / } >BG8B0 =C;0 >B45;=8 AJAB>O=8O. � J7=8:=0 3@5H:0 ?@8 AJ74020=5B>/ ?@><O=0B0 =0 D09;0 70 AJE@0=5=85. $09;JB % { f i l e n a m e / } 25G5 AJI5AB2C20. >20B0 25@A8O =0 D09;0 5 =5?@028;=0. .5@A88B5 =0 B01;8F0B0 70 B@0=70:F88 <564C B01;8F0 =0 V e r t i p a q % { I M B I T a b l e N a m e / } 8 <OAB>B> 70 AJE@0=5=85 =0 B01;8G=8B5 <5B040==8 >B:@8E0 =5>G0:20=8 =5AJ>B25BAB28O ?@8 D8:A8@0=5B> =0 B@0=70:F8O =0 B01;8G=8 <5B040==8. 5@A8O =0 V e r t i p a q : % d { I M B I V e r s i o n / } , 25@A8O =0 B01;8G=8B5 <5B040==8: % d { T M V e r s i o n / } . '5@A88B5 =0 3;02=0B0 B01;8F0 <564C B01;8F0 =0 V e r t i p a q % { I M B I T a b l e N a m e / } 8 <OAB>B> 70 AJE@0=5=85 =0 B01;8G=8B5 <5B040==8 >B:@8E0 =5>G0:20=8 =5AJ>B25BAB28O ?@8 D8:A8@0=5B> =0 B@0=70:F8O =0 B01;8G=8 <5B040==8. 5@A8O =0 V e r t i p a q : % d { I M B I V e r s i o n / } , 25@A8O =0 B01;8G=8B5 <5B040==8: % d { T M V e r s i o n / } . � ;02=>B> :>?85 8 :>?85B> >B B@0=70:F8O =0 B01;8F0 =0 V e r t i p a q : % { I M B I T a b l e N a m e / } >B:@8E0 =5AJ>B25BAB28O ?@8 D8:A8@0=5B> =0 B@0=70:F8O =0 B01;8G=8 <5B040==8. ;02=0 25@A8O: % d { M a s t e r V e r s i o n / } , 25@A8O =0 B@0=70:F8O: % d { T x n V e r s i o n / } . 5@A88B5 =0 B01;8F0 <564C B01;8F0 =0 V e r t i p a q % { I M B I T a b l e N a m e / } 8 <OAB>B> 70 AJE@0=5=85 =0 B01;8G=8B5 <5B040==8 >B:@8E0 =5>G0:20=8 =5AJ>B25BAB28O A;54 70@5640=5B> =0 <5B040==8 2J2 V e r t i p a q . 5@A8O =0 V e r t i p a q : % d { I M B I V e r s i o n / } , 25@A8O =0 B01;8G=8B5 <5B040==8: % d { T M V e r s i o n / } . � !E5<0B0 =0 V e r t i P a q 15H5 :;>=8@0=0 2 B@0=70:F8O =0 V e r t i P a q , => =5 15H5 AJ74045=0 B01;8G=0 B>G:0 =0 70?8A20=5 2 B01;8G=0B0 B@0=70:F8O. � J7=8:=0 3@5H:0 ?@8 ?0@0;5;=>B> 70?8A20=5 =0 >15:B8 A V e r t i P a q 40==8 70 AE5<0 % { S c h e m a N a m e / } , B01;8F0 % { T a b l e N a m e / } 8 :>;>=0 % { C o l u m n N a m e / } . ] J7=8:=0 3@5H:0 ?@8 ?0@0;5;=>B> 70@5640=5 =0 >15:B8 =0 40==8 =0 V e r t i p a q 70 <=>65AB2> @5;0F88x J7=8:=0 3@5H:0 ?@8 ?0@0;5;=>B> 70?8A20=5 =0 >15:B8 A V e r t i P a q 40==8 70 AE5<0 % { S c h e m a N a m e / } , B01;8F0 % { T a b l e N a m e / } . _ J7=8:=0 3@5H:0 ?@8 ?0@0;5;=>B> 70?8A20=5 =0 >15:B8 A V e r t i P a q 40==8 70 AE5<0 % { S c h e m a N a m e / } . � "8?JB 40==8 % { s o u r c e V a l u e T y p e / } =5 AJ2?040 A >G0:20=8O B8? 40==8 % { c o l u m n T y p e / } 70 :>;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } , <0A:0 =0 :>;>=0 % { c o l u m n M a s k / } . � @>25@:8B5 70 AJ3;0AC20=>AB =0 1078B5 40==8 ( D B C C ) A0 =5CA?5H=8 ?@8 ?@>25@O20=5 =0 :0@B0B0 =0 A53<5=B A <=>3> 4O;>25, p a r t I n d e x % l d { P a r t I n d e x / } 5 872J= 20;84=8O >1E20B [ 0 , % l d { S e g C o u n t / } ) . � #A;C38 70 0=0;87 A5 87?J;=O20 2 B01;8G5= @568<, ?>@048 :>5B> A2>9AB2>B> S t o r a g e M o d e =0 3@C?0B0 70 87<5@20=5 % { n a m e / } <>65 40 A5 704045 A0<> =0 I n M e m o r y . PA� #A;C38 70 0=0;87 A5 87?J;=O20 2 B01;8G5= @568<, ?>@048 :>5B> A2>9AB2>B> S t o r a g e M o d e =0 87<5@5=85B> % { n a m e / } <>65 40 A5 704045 A0<> =0 I n M e m o r y . � "01;8F0B0 % { I M B I T a b l e I d / } =5 A5 >G0:20 40 5 3;02=0. "5:CI0B0 >?5@0F8O 878A:20 2A8G:8 B01;8F8 40 A0 2 AJAB>O=85, :>5B> =5 5 3;02=>. PA � 01>B=0B0 :=830 =0 E x c e l , D09; " % { X L S X P a t h n a m e / } " , =5 AJ4J@60 23@045=8 40==8 =0 P o w e r P i v o t 8;8 5 >B:@8B0 3@5H:0 A ?>2@545=8 40==8. t 3@045=8B5 40==8 =0 P o w e r P i v o t =5 A0 >B:@8B8 70 C:070=8O I t e m I d 2 @01>B=0B0 :=830 =0 E x c e l , D09; " % { X L S X P a t h n a m e / } " . I W i n d o w s 8 D L L 25G5 5 70@545= 8 5;5<5=BJB O f f G e m H r I n i t L i b r a r y ( ) 5 8728:0=. 1 ;5<5=BJB O f f G e m H r U n I n i t L i b r a r y ( ) 25G5 5 8728:0=. O J7=8:=0 2JB@5H=0 3@5H:0 ?> 2@5<5 =0 @01>B0B0 A 23@045=8B5 40==8 =0 P o w e r P i v o t . t B:@8B0 5 2@J7:0, >B3>20@OI0 =0 23@045=8B5 40==8 =0 P o w e r P i v o t , 2 @01>B=0B0 :=830 =0 E x c e l , D09; " % { X L S X P a t h n a m e / } " . y @J7:0, AJ>B25BAB20I0 =0 23@045=8B5 40==8 =0 P o w e r P i v o t , 2 @01>B=0B0 :=830 =0 E x c e l , D09; " % { X L S X P a t h n a m e / } " 5 ?>2@545=0. � > 2@5<5 =0 I m a g e L o a d >B F a b r i c H o s t ?>28:20=5 4> DC=:F8OB0 I D a t a b a s e B a c k u p R e a d S t r e a m : : S i z e R e m a i n i n g ( ) 2@JI0 =520;845= @07<5@ =0 ?>B>:0, @025= =0 % l d { s i z e / } . > 2@5<5 =0 I m a g e L o a d >B F a b r i c H o s t ?>28:20=5 4> DC=:F8OB0 I D a t a b a s e B a c k u p R e a d S t r e a m : : R e a d ( ) =5 2J@=0 70O25=8O >15< 40==8: 70O25=8OB @07<5@ 5 % l d { r e q S i z e / } , ?@>G5B5=8OB @07<5@ 5 % l d { r e a d S i z e / } , >AB020I8OB @07<5@ 5 % l d { r e m S i z e / } , ?J@2>=0G0;=8OB @07<5@ =0 ?>B>:0 5 % l d { i n i t S i z e / } . > 2@5<5 =0 I m a g e L o a d >B F a b r i c H o s t ?>28:20=5 4> DC=:F8OB0 P F M e m e S t r e a m : : W r i t e ( ) =5 CA?O 40 2J@=5 70O25=8O >15< 40==8: 70O25=8OB @07<5@ 5 % l d { r e q S i z e / } , 70?8A0=8OB @07<5@ 5 % l d { w r i t t e n S i z e / } , >AB020I8OB @07<5@ 5 % l d { r e m S i z e / } , ?J@2>=0G0;=8OB @07<5@ =0 ?>B>:0 5 % l d { i n i t S i z e / } . w > 2@5<5 =0 I m a g e L o a d >B F a b r i c H o s t , A;54 :0B> A0 ?@>G5B5=8 2A8G:8 109B>25, >AB020I8OB 1@>9 109B>25 5 @07;8G5= >B =C;0. > 2@5<5 =0 I m a g e L o a d >B F a b r i c H o s t , A;54 :0B> A0 ?@>G5B5=8 2A8G:8 109B>25 >B C?@02;O20=8O ?>B>: 8 A0 70?8A0=8 2 <5AB=8O ?>B>:, @07<5@8B5 =0 ?>B>F8B5 =5 A0 @02=8, :0B> @07<5@JB =0 C?@02;O20=8O ?>B>: 5 % l d { s o u r c e S i z e / } , 0 @07<5@JB =0 <5AB=8O ?>B>: 5 % l d { d e s t S i z e / } � > 2@5<5 =0 I m a g e L o a d >B F a b r i c H o s t ?>28:20=5 4> DC=:F8OB0 I D a t a b a s e B a c k u p R e a d S t r e a m : : S i z e R e m a i n i n g ( ) / I D a t a b a s e B a c k u p D o w n l o a d e r : : G e t T o t a l S i z e ( ) 2@JI0 ?@5:0;5=> 3>;O< @07<5@ =0 ?>B>:0, @025= =0 % l d { s i z e / } . 9 B20@O=5B> =0 23@045=8B5 40==8 =0 P o w e r P i v o t 5 =5CA?5H=>. : 0@5640=5B> =0 23@045=8B5 40==8 =0 P o w e r P i v o t 5 =5CA?5H=>. : 0?8A20=5B> =0 23@045=8B5 40==8 =0 P o w e r P i v o t 5 =5CA?5H=>. H @5H:0 ?@8 0:BC0;878@0=5B> =0 23@045=8B5 40==8 =0 P o w e r P i v o t A =>2> 8<5. 5 @5H:0 ?@8 4>ABJ?0 4> 23@045=8B5 40==8 =0 P o w e r P i v o t . 5 @5H:0 ?@8 70O2:0 :J< 23@045=8B5 40==8 =0 P o w e r P i v o t . O !2J@720=5B> :J< 23@045=8B5 40==8 =0 P o w e r P i v o t 70 " % { s e r v e r n a m e / } " 5 =5CA?5H=>. ) @5H:0 ?@8 >B<O=0B0 =0 B5:CI0B0 >?5@0F8O. PA ) @JI0 C:070=0B0 40B0 2J2 D>@<0B d a t e t i m e . 5=. '8A;> >B 1 4> 3 1 , >1>7=0G020I> 45=O >B <5A5F0. 5A5F2 '8A;> >B 1 4> 1 2 , >1>7=0G020I> <5A5F0 >B 3>48=0B0. >48=0' '5B8@8F8D@5=> G8A;>, C:0720I> 3>48=0B0. N @JI0 1@>O 548=8F8 ( 548=8F0B0 A5 ?>A>G20 2 8=B5@20;0) <564C 425 2J2545=8 40B8. D a t e 1 6 0B0 2J2 D>@<0B d a t e t i m e , :>OB> C:0720 =0G0;=0B0 40B0. D a t e 2 9 0B0 2 d a t e t i m e D>@<0B, :>OB> ?@54AB02;O20 :@09=0B0 40B0. =B5@20;= 48=8F0B0, :>OB> I5 A5 87?>;720 70 87G8A;5=8O <564C 425 40B8. ; >=25@B8@0 40B0 A D>@<0B =0 B5:AB 2 40B0 A D>@<0B d a t e t i m e . D a t e T e x t ! "5:AB>2 =87, C:0720I 4045=0 40B0. 0 @JI0 G8A;> >B 1 4> 3 1 , C:0720I> 45=O >B <5A5F0. 0B0 0B0 2J2 D>@<0B d a t e t i m e . R @JI0 40B0B0, :>OB> >1>7=0G020 C:070=8O 1@>9 <5A5F8 ?@548 8;8 A;54 =0G0;=0B0 40B0. 5A5F86 @>OB <5A5F8 ?@548 8;8 A;54 =0G0;=0B0 40B0 s t a r t _ d a t e . S t a r t D a t e 6 0B0 2J2 D>@<0B d a t e t i m e , :>OB> C:0720 =0G0;=0B0 40B0. ^ @JI0 40B0B0 2J2 D>@<0B d a t e t i m e =0 ?>A;54=8O 45= >B <5A5F0 ?@548 8;8 A;54 C:070= 1@>9 <5A5F8. 5A5F86 @>OB <5A5F8 ?@548 8;8 A;54 =0G0;=0B0 40B0 s t a r t _ d a t e . S t a r t D a t e # 0G0;=0B0 40B0 2J2 D>@<0B d a t e t i m e . ? @JI0 G0A0 :0B> G8A;> >B 0 ( 1 2 : 0 0 ?@. >1. ) 4> 2 3 ( 1 1 : 0 0 A;. >1. ) . D a t e t i m e Y !B>9=>AB =0 d a t e t i m e 8;8 B5:AB 2 G0A>28 D>@<0B, :0B> =0?@8<5@ 1 6 : 4 8 : 0 0 8;8 4 : 4 8 : 0 0 A;. >1. * @JI0 G8A;> >B 0 4> 5 9 , C:0720I> <8=CB0B0. D a t e t i m e Y !B>9=>AB =0 d a t e t i m e 8;8 B5:AB 2 G0A>28 D>@<0B, :0B> =0?@8<5@ 1 6 : 4 8 : 0 0 8;8 4 : 4 8 : 0 0 A;. >1. < @JI0 G8A;> >B 1 ( O=C0@8) 4> 1 2 ( 45:5<2@8) , C:0720I> <5A5F0. 0B0 0B0 2J2 D>@<0B d a t e t i m e . . @JI0 B5:CI0B0 40B0 8 G0A 2J2 D>@<0B d a t e t i m e . + @JI0 G8A;> >B 0 4> 5 9 , C:0720I> A5:C=40B0. D a t e t i m e a '0AJB 2J2 D>@<0B d a t e t i m e 8;8 B5:AB 2J2 2@5<528 D>@<0B, :0B> =0?@8<5@ 1 6 : 4 8 : 2 3 8;8 4 : 4 8 : 4 7 A;. >1. T >=25@B8@0 G0A>25, <8=CB8 8 A5:C=48, 2J2545=8 :0B> G8A;0, 2 G0A 2J2 D>@<0B d a t e t i m e . '0A '8A;> >B 0 4> 2 3 , C:0720I> G0A0. 8=CB0$ '8A;> >B 0 4> 5 9 , C:0720I> <8=CB0B0. !5:C=40% '8A;> >B 0 4> 5 9 , C:0720I> A5:C=40B0. : >=25@B8@0 G0A A B5:AB>2 D>@<0B 2 G0A 2J2 D>@<0B d a t e t i m e . T i m e T e x t J "5:AB>2 =87, ?@54AB02;O20I G0A. =D>@<0F8OB0 70 40B0B0 2 =870 A5 83=>@8@0. ( @JI0 B5:CI0B0 40B0 2J2 D>@<0B d a t e t i m e . \ @JI0 B5:CI8B5 40B0 8 G0A 2J2 D>@<0B d a t e t i m e , 87@075=8 2 :>>@48=8@0=> A25B>2=> 2@5<5 ( U T C ) . V @JI0 B5:CI0B0 40B0 2J2 D>@<0B d a t e t i m e , 87@075=0 2 :>>@48=8@0=> A25B>2=> 2@5<5 ( U T C ) . PAA @JI0 G8A;> >B 1 4> 7 , C:0720I> 45=O >B A54<8F0B0 =0 4045=0 40B0. 0B0 0B0 2J2 D>@<0B d a t e t i m e .
R e t u r n T y p e � '8A;>, >?@545;OI> 2J@=0B0B0 AB>9=>AB: 87?>;7209B5 1 70 =545;O= 1 8 AJ1>B0= 7 ; 87?>;7209B5 2 70 ?>=545;=8:= 1 8 =545;O= 7 ; 87?>;7209B5 3 70 ?>=545;=8:= 0 8 =545;O= 6 . % @JI0 =><5@0 =0 A54<8F0B0 2 3>48=0B0. 0B0 0B0 2J2 D>@<0B d a t e t i m e .
R e t u r n T y p e � '8A;>, :>5B> >?@545;O 2J@=0B0B0 AB>9=>AB: 87?>;7209B5 1 , :>30B> A54<8F0B0 70?>G20 2 =545;O, 8;8 87?>;7209B5 2 , :>30B> A54<8F0B0 70?>G20 2 ?>=545;=8:. < @JI0 3>48=0B0 =0 4045=0 40B0 :0B> G5B8@8F8D@5=> FO;> G8A;>. 0B0 0B0 2J2 D>@<0B d a t e t i m e . k @JI0 G0AB >B 3>48=0B0, C:0720I0 1@>O =0 F5;8 4=8 <564C =0G0;=0B0 40B0 s t a r t _ d a t e 8 :@09=0B0 40B0 e n d _ d a t e . A=>200 A=>20B0 70 B8?0 1@>9 4=8, :>9B> I5 A5 87?>;720. E n d D a t e " @09=0B0 40B0 2J2 D>@<0B d a t e t i m e . S t a r t D a t e # 0G0;=0B0 40B0 2J2 D>@<0B d a t e t i m e . C ><18=8@0 4045=8O =01>@ >B >?5@0=48 A ?><>IB0 =0 C:070= @0745;8B5;.
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=0<5=0B5; 5;8B5;. '8A;8B5; 5;8<>B>. @5>1@07C20 3@04CA8 2 @0480=8. '8A;>. *3J; 2 3@04CA8, :>9B> 8A:0B5 40 ?@5>1@07C20B5. � @JI0 A;CG09=> G8A;>, ?>- 3>;O<> 8;8 @02=> =0 0 8 ?>- <0;:> >B 1 , @02=><5@=> @07?@545;5=>. !;CG09=8B5 G8A;0 A5 ?@><5=OB ?@8 ?>2B>@=> 87G8A;5=85. + @JI0 A;CG09=> G8A;> <564C C:070=8B5 G8A;0. >;C3 09- <0;:>B> FO;> G8A;>, :>5B> R A N D B E T W E E N I5 2J@=5. >@54 09- 3>;O<>B> FO;> G8A;>, :>5B> R A N D B E T W E E N I5 2J@=5. - 0:@J3;O20 4045=> G8A;> 4> C:070= 1@>9 F8D@8. '8A;>% '8A;>B>, :>5B> 65;05B5 40 70:@J3;8B5. N u m b e r O f D i g i t s � @>OB F8D@8, 4> :>9B> 8A:0B5 40 70:@J3;8B5. B@8F0B5;=8B5 G8A;0 A5 70:@J3;O20B >B;O2> =0 45A5B8G=0B0 70?5B0O. C;0 A5 70:@J3;O20 4> =09- 1;87:>B> FO;> G8A;>. ( 0:@J3;O20 4045=> G8A;> =04>;C :J< =C;0. '8A;>8 AO:> @50;=> G8A;>, :>5B> 8A:0B5 40 5 70:@J3;5=> =04>;C. N u m b e r O f D i g i t s � @>OB F8D@8, 4> :>8B> 8A:0B5 40 70:@J3;8B5. B@8F0B5;=8B5 G8A;0 A5 70:@J3;O20B >B;O2> =0 45A5B8G=0B0 70?5B0O; =C;0 8;8 ?@>?CA=0B8 AB>9=>AB8 A5 70:@J3;O20B 4> =09- 1;87:>B> FO;> G8A;>. . 0:@J3;O20 4045=> G8A;> =03>@5, 40;5G >B =C;0. '8A;>3 AO:> @50;=> G8A;>, :>5B> 8A:0B5 70:@J3;5=> =03>@5. N u m b e r O f D i g i t s � @>OB F8D@8, 4> :>8B> 8A:0B5 40 70:@J3;8B5. B@8F0B5;=8B5 G8A;0 A5 70:@J3;O20B >B;O2> =0 45A5B8G=0B0 70?5B0O; =C;0 8;8 ?@>?CA=0B8 AB>9=>AB8 A5 70:@J3;O20B 4> =09- 1;87:>B> FO;> G8A;>. v @JI0 7=0:0 =0 4045=> G8A;>: 1 , 0:> G8A;>B> 5 ?>;>68B5;=>, =C;0, 0:> G8A;>B> 5 =C;0 8;8 - 1 , 0:> G8A;>B> 5 >B@8F0B5;=>. '8A;> AO:> @50;=> G8A;>. @JI0 A8=CA0 =0 4045=8O J3J;. '8A;>* *3J;JB 2 @0480=8, 70 :>9B> BJ@A8B5 A8=CA0. # @JI0 E8?5@1>;8G=8O A8=CA =0 G8A;>. '8A;> AO:> @50;=> G8A;>. & @JI0 :>@5= :204@0B5= =0 4045=> G8A;>. '8A;>* '8A;>B>, 70 :>5B> BJ@A8B5 :>@5= :204@0B5=. 0 @JI0 :>@5= :204@0B5= >B ( G8A;> C<=>65=> ?> ?8) . '8A;>! '8A;>B>, ?> :>5B> A5 C<=>6020 ?8. * @JI0 t - @07?@545;5=85B> >B;O2> =0 !BN4J=B. C<C;0B82=0� >38G5A:0 AB>9=>AB, :>OB> >?@545;O D>@<0B0 =0 DC=:F8OB0. :> :C<C;0B82=0B0 AB>9=>AB 5 T R U E , T . D I S T 2@JI0 :C<C;0B82=0B0 DC=:F8O =0 @07?@545;5=85; 0:> 5 F A L S E , A5 2@JI0 DC=:F8OB0 =0 ?;JB=>ABB0 =0 25@>OB=>AB8B5. D e g _ f r e e d o m 2 &O;> G8A;>, :>5B> ?>:0720 1@>O AB5?5=8 =0 A2>1>40. X A '8A;>20B0 AB>9=>AB, ?@8 :>OB> 65;05B5 40 >F5=8B5 @07?@545;5=85B>. . @JI0 42CAB@0==>B> t - @07?@545;5=85 =0 S t u d e n t . D e g _ f r e e d o m 2 &O;> G8A;>, :>5B> ?>:0720 1@>O AB5?5=8 =0 A2>1>40. X A '8A;>20B0 AB>9=>AB, ?@8 :>OB> 65;05B5 40 >F5=8B5 @07?@545;5=85B>. 6 @JI0 >3@0=8G5=>B> >B4OA=> t - @07?@545;5=85 =0 !BN4J=B. D e g _ f r e e d o m 2 &O;> G8A;>, :>5B> ?>:0720 1@>O AB5?5=8 =0 A2>1>40. X PAA '8A;>20B0 AB>9=>AB, ?@8 :>OB> 65;05B5 40 >F5=8B5 @07?@545;5=85B>. 5 @JI0 >3@0=8G5=>B> >B;O2> t - @07?@545;5=85 =0 !BN4J=B. D e g _ f r e e d o m F @>OB AB5?5=8 =0 A2>1>40, A :>9B> 40 A5 E0@0:B5@878@0 @07?@545;5=85B>.
5@>OB=>AB6 5@>OB=>ABB0, A2J@70=0 A t - @07?@545;5=85B> =0 !BN4J=B. F @JI0 >1@0B=>B> =0 42CAB@0==> >3@0=8G5=>B> t - @07?@545;5=85 =0 S t u d e n t . D e g _ f r e e d o m F @>OB AB5?5=8 =0 A2>1>40, A :>9B> 40 A5 E0@0:B5@878@0 @07?@545;5=85B>.
5@>OB=>AB6 5@>OB=>ABB0, A2J@70=0 A t - @07?@545;5=85B> =0 !BN4J=B. @JI0 B0=35=A0 =0 4045=8O J3J;. '8A;>, *3J;JB 2 @0480=8, 70 :>9B> BJ@A8B5 B0=35=A0. ) 7G8A;O20 E8?5@1>;8G=8O B0=35=A =0 G8A;>. '8A;> AO:> @50;=> G8A;>. i 0:@J3;O20 4045=> G8A;> 4> FO;> G8A;> G@57 ?@5<0E20=5 =0 45A5B8G=0B0 70?5B0O 8;8 4@>1=>, G0AB >B G8A;>B>. '8A;>$ '8A;>B>, :>5B> 8A:0B5 40 70:@J3;8B5. N u m b e r O f D i g i t s I '8A;>, C:0720I> B>G=>ABB0 =0 70:@J3;O20=5B>. :> 5 ?@>?CA=0B> 0 ( =C;0) . @JI0 ?@07=0 AB>9=>AB. / 1548=O20 420 B5:AB>28 =870 2 548= B5:AB>2 =87. "5:AB 1 q J@28OB B5:AB>2 =87 B@O120 40 A5 ?@8AJ548=8 :J< 548=8G5= B5:AB>2 =87. 87>25B5 <>30B 40 2:;NG20B B5:AB 8;8 G8A;0. "5:AB 2 q B>@8OB B5:AB>2 =87 B@O120 40 A5 ?@8AJ548=8 :J< 548=8G5= B5:AB>2 =87. 87>25B5 <>30B 40 2:;NG20B B5:AB 8;8 G8A;0. � 7G8A;O20 87@070 70 2A5:8 @54 2 B01;8F0B0, A;54 :>5B> 2@JI0 2@J7:0B0 =0 B578 AB>9=>AB8 2 54=>=87>2 @57C;B0B, @0745;5= G@57 C:070=8O @0745;8B5;.
0745;8B5;) 0745;8B5;OB, :>9B> 40 A5 A2J@65 A 87@07. 7@079 7@07JB, :>9B> I5 A5 87G8A;O20 70 2A5:8 @54 >B B01;8F0B0.
>4@5640=5K 54JB, :>9B> I5 A5 ?@8;030. 0 / F A L S E / D E S C =87E>4OI; 1 / T R U E / A S C 2J7E>4OI. O r d e r B y _ E x p r e s s i o n 6 7@07, :>9B> I5 A5 87?>;720 70 A>@B8@0=5 =0 B01;8F0B0. "01;8F0@ "01;8F0B0, AJ4J@60I0 @54>25B5, 70 :>8B> I5 A5 87G8A;O20 87@07JB. z @JI0 T R U E , 0:> 4045= B5:AB>2 =87 AJ4J@60 4@C3 B5:AB>2 =87. C O N T A I N S S T R I N G =5 5 A @07;8G020=5 =0 3;02=8B5 8 <0;:8B5 1C:28. F i n d T e x t q "5:ABJB, :>9B> BJ@A8B5. >65B5 40 87?>;720B5 70<5AB20I8B5 A8<2>;8 ? 8 * . 7?>;7209B5 ~ ? 8 ~ * 70 BJ@A5=5 =0 ? 8 * .
W i t h i n T e x t , "5:ABJB, 2 :>9B> 8A:0B5 40 BJ@A8B5 F i n d T e x t . | @JI0 T R U E , 0:> 4045= B5:AB>2 =87 AJ4J@60 4@C3 B5:AB>2 =87. C O N T A I N S S T R I N G E X A C T 5 A @07;8G020=5 =0 3;02=8B5 8 <0;:8B5 1C:28. F i n d T e x t G "5:ABJB, :>9B> 8A:0B5 40 =0<5@8B5. 5 A5 @07@5H020B 70<5AB20I8 A8<2>;8.
W i t h i n T e x t PA, "5:ABJB, 2 :>9B> 8A:0B5 40 BJ@A8B5 F i n d T e x t . z @>25@O20 40;8 420 B5:AB>28 =870 A0 01A>;NB=> 54=0:28 8 2@JI0 T R U E 8;8 F A L S E . 0 E X A C T A5 @07;8G020B <0;:8 8 3;02=8 1C:28. "5:AB 1 J@28OB B5:AB>2 =87. "5:AB 2 B>@8OB B5:AB>2 =87. k @JI0 =0G0;=0B0 ?>78F8O =0 548= B5:AB>2 =87 2 4@C3 B5:AB>2 =87. 0 F I N D A5 @07;8G020B <0;:8 8 3;02=8 1C:28. F i n d T e x t � "5:ABJB, :>9B> BJ@A8B5. 7?>;7209B5 42>9=8 :028G:8 ( ?@075= B5:AB) 70 AJ>B25BAB285 A ?J@28O 7=0: 2 w i t h i n _ t e x t . !?5F80;=8 7=0F8 =5 A0 @07@5H5=8.
N o t F o u n d V a l u e j &8D@>20B0 AB>9=>AB, :>OB> B@O120 40 A5 2J@=5, 0:> B5:ABJB =5 5 =0<5@5=; 0:> 5 ?@>?CA=0B0, A5 2@JI0 3@5H:0.
S t a r t P o s i t i o n � =0:JB, >B :>9B> 70?>G20 BJ@A5=5B>. :> 5 ?@>?CA=0B, =0G0;=0B0 ?>78F8O S t a r t P o s i t i o n = 1 . J@28OB 7=0: 2 W i t h i n T e x t 5 G8A;>B> 1 .
W i t h i n T e x t ! "5:ABJB, AJ4J@60I BJ@A5=8O B5:AB. m 0:@J3;O20 4045=> G8A;> 4> C:070=8O 1@>9 45A5B8G=8 4@>18 8 2@JI0 @57C;B0B0 :0B> B5:AB A 4>?J;=8B5;=8 70?5B08. 5A5B8G=8 4@>18A @>OB F8D@8 >B4OA=> =0 45A5B8G=0B0 70?5B0O. :> 5 ?@>?CA=0B0 2 . N o C o m m a s � >38G5A:0 AB>9=>AB: 0:> 5 T R U E , =5 2J256409B5 70?5B08 2J2 2J@=0B8O B5:AB; 0:> 5 F A L S E 8;8 ?@>?CA=0B0, 2J2545B5 70?5B08 2J2 2J@=0B8O B5:AB. '8A;>> '8A;>B>, :>5B> 8A:0B5 40 70:@J3;8B5 8 40 :>=25@B8@0B5 2 B5:AB. @ >=25@B8@0 4045=0 AB>9=>AB 2 B5:AB 2 C:070=8O D>@<0B =0 G8A;0B0. $>@<0B #:070=8OB F8D@>2 D>@<0B. !B>9=>AB9 '8A;> 8;8 D>@<C;0, :>OB> A5 87G8A;O20 A F8D@>20 AB>9=>AB. G @JI0 AB>9=>AB T R U E , 0:> 8<0 AJ>B25BAB285 <564C M a t c h E x p r e s s i o n 8 T e x t . M a t c h E x p r e s s i o n & M a t c h E x p r e s s i o n 70 AJ?>AB02O=5 A T e x t . "5:AB' "5:AB 70 AJ?>AB02O=5 A M a t c h E x p r e s s i o n . ; @JI0 C:070=8O 1@>9 7=0F8 >B =0G0;>B> =0 4045= B5:AB>2 =87. N u m b e r O f C h a r a c t e r s > @>OB 7=0F8, :>9B> 8A:0B5 40 872048 L E F T . :> 5 ?@>?CA=0B 1 . "5:AB; "5:AB>28OB =87, AJ4J@60I 7=0F8B5, :>8B> 8A:0B5 40 872048B5. % @JI0 1@>O 7=0F8 2 4045= B5:AB>2 =87. "5:AB> "5:ABJB, G8OB> 4J;68=0 BJ@A8B5. =B5@20;8B5 A5 1@>OB 70 7=0F8. - @028 2A8G:8 1C:28 2 4045= B5:AB>2 =87 <0;:8. "5:ABa "5:ABJB, :>9B> 8A:0B5 40 ?@5>1@07C20B5 2 <0;:8 1C:28. =0F8B5, :>8B> =5 A0 1C:28, =5 A5 ?@><5=OB. T @JI0 =87 >B 7=0F8 >B A@540B0 =0 B5:AB>2 =87 ?@8 704045=0 =0G0;=0 ?>78F8O 8 4J;68=0. N u m b e r O f C h a r a c t e r s @>OB 7=0F8 70 2@JI0=5.
S t a r t P o s i t i o n L >78F8OB0 =0 ?J@28O 7=0:, :>9B> 8A:0B5 40 872048B5. >78F88B5 70?>G20B >B 1 . "5:AB4 "5:AB>28OB =87, >B :>9B> 8A:0B5 40 872048B5 7=0F8B5. 0 0<5AB20 G0AB >B B5:AB>2 =87 A 4@C3 B5:AB>2 =87. N e w T e x t 0<5AB20I8OB B5:AB. N u m b e r O f C h a r a c t e r s ' @>OB 7=0F8, :>8B> 8A:0B5 40 70<5AB8B5. O l d T e x t < "5:AB>28OB =87, AJ4J@60I 7=0F8B5, :>8B> 8A:0B5 40 70<5AB8B5.
S t a r t P o s i t i o n ] >78F8OB0 =0 7=0:0 2 AB0@8O B5:AB o l d _ t e x t , :>9B> 8A:0B5 40 70<5AB8B5 A =>28O B5:AB n e w _ t e x t . { >2B0@O 4045= B5:AB >?@545;5= 1@>9 ?JB8. 7?>;7209B5 R E P T , 70 40 ?>?J;=8B5 4045=0 :;5B:0 A 4045= 1@>9 :>?8O =0 B5:AB>2 =87.
N u m b e r O f T i m e s < >;>68B5;=> G8A;>, C:0720I> 1@>O ?JB8 =0 ?>2B0@O=5 =0 B5:AB. "5:AB# "5:ABJB, :>9B> 8A:0B5 40 ?>2B>@8B5. PA7 @JI0 C:070=8O 1@>9 7=0F8 >B :@0O =0 4045= B5:AB>2 =87. N u m b e r O f C h a r a c t e r s ; @>OB 7=0F8, :>9B> 8A:0B5 40 872048B5. :> 5 ?@>?CA=0B 1 . "5:AB; "5:AB>28OB =87, AJ4J@60I 7=0F8B5, :>8B> 8A:0B5 40 872048B5. p @JI0 =0G0;=0B0 ?>78F8O =0 548= B5:AB>2 =87 2 4@C3 B5:AB>2 =87. 0 S E A R C H =5 A5 @07;8G020B <0;:8 8 3;02=8 1C:28. F i n d T e x t q "5:ABJB, :>9B> BJ@A8B5. >65B5 40 87?>;720B5 70<5AB20I8B5 A8<2>;8 ? 8 * . 7?>;7209B5 ~ ? 8 ~ * 70 BJ@A5=5 =0 ? 8 * .
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U $C=:F8OB0 % { f u n c N a m e / } ?@85<0 A0<> ?@5?@0B:0 :J< :>;>=0 :0B> 0@3C<5=B =><5@ % { i A r g / } . 5>G0:20= B8? :>=AB0=B0. { 0O2:0B0 ?@5?@0I0 :J< 95@0@E8OB0 " % { t a b l e / } " [ % { h i e r a r c h y / } ] , 2 :>OB> =O<0 40==8, BJ9 :0B> B@O120 40 A5 >1@01>B8 8;8 >1=>28. � 0O2:0B0 ?@5?@0B:0 :J< 95@0@E8OB0 " % { t a b l e / } " [ % { h i e r a r c h y / } ] , :>OB> 7028A8 >B :>;>=0, 7028A8<>AB 8;8 <O@:0 2 =520;84=> AJAB>O=85. \ 5 <>65 40 A5 >B:@85 ?>B@518B5;A:0 95@0@E8O A " % { h i e r a r c h y / } " 2 B01;8F0 A " % { t a b l e / } " . Z 5 <>65 40 A5 >B:@85 95@0@E8O =0 0B@81CB8 A " % { h i e r a r c h y / } " 2 B01;8F0 A " % { t a b l e / } " . a $C=:F8OB0 R O L L U P <>65 40 A5 87?>;720 A0<> 70 ?0@0<5B@8 g r o u p B y _ C o l u m n N a m e =0 DC=:F8OB0 S U M M A R I Z E . D $C=:F8OB0 R O L L U P G R O U P <>65 40 A5 87?>;720 A0<> 2J2 DC=:F8OB0 R O L L U P . 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J $C=:F88B5 U s e R e l a t i o n s h i p ( ) 8 C r o s s F i l t e r ( ) =5 A0 =0;8G=8 2 B>78 :>=B5:AB. � $C=:F88B5 U s e R e l a t i o n s h i p ( ) 8 C r o s s F i l t e r ( ) =5 <>65 40 A5 87?>;720B ?> 2@5<5 =0 70O2:0 :J< % { t a b l e 1 / } , 70I>B> A0 >3@0=8G5=8 >B 70I8B0B0 =0 =82>B> =0 @540, >?@545;5=0 2 % { t a b l e 2 / } 8;8 A2J@70=8 B01;8F8. ` 7@07JB 70 70I8B0 =0 =82>B> =0 @540, 45D8=8@0= 70 B01;8F0B0 " % { t a b l e / } " , =5 5 >B B8? T r u e / F a l s e . � J7=8:=0 3@5H:0 ?> 2@5<5 =0 87G8A;O20=5B> =0 87@070 70 70I8B0 =0 =82>B> =0 @540, 45D8=8@0= 2 B01;8F0 " % { t a b l e / } " . !J>1I5=85 70 3@5H:0: % { e r r o r / } � $C=:F8OB0 K E E P F I L T E R S <>65 40 A5 87?>;720 A0<> :0B> 0@3C<5=B =0 D8;BJ@ >B 3>@=> =82> =0 C A L C U L A T E 8 C A L C U L A T E T A B L E 8;8 A 0@3C<5=B 70 B01;8F0 =0 DC=:F8O, 87?J;=O20I0 A:0=8@0=5 =0 B01;8F0. W $C=:F8OB0 S A M P L E <>65 40 A5 87?>;720 A0<> A =5>B@8F0B5;5= 0@3C<5=B 70 @07<5@ =0 H01;>=. < R o w N u m b e r =5 <>65 40 A5 ?>A>G8 87@8G=> 2 @568<0 D i r e c t Q u e r y . S !?5F80;5= D;03 =5 5 @07@5H5= :0B> 0@3C<5=B =><5@ % l d { a r g / } =0 DC=:F8OB0 " % { f u n c / } " . e $C=:F8OB0 " % { f u n c / } " =5 <>65 40 A5 87?>;720 A :>;>=8, 4>1025=8 >B DC=:F88B5 A D D C O L U M N S 8;8 S U M M A R I Z E . � 7@07JB ?@5?@0I0 :J< 7028A8<>AB <564C " % { F K T a b l e / } " [ % { F K C o l u m n / } ] 8 " % { P K T a b l e / } " [ % { P K C o l u m n / } ] , :>OB> =5 AJ4J@60 40==8, BJ9 :0B> B@O120 40 A5 ?@587G8A;8. � 0O2:0B0 ?@5?@0I0 :J< 7028A8<>AB <564C " % { F K T a b l e / } " [ % { F K C o l u m n / } ] 8 " % { P K T a b l e / } " [ % { P K C o l u m n / } ] , :>OB> 7028A8 >B :>;>=0 2 =520;84=> AJAB>O=85. Q B5:CI8O :>=B5:AB 5 >B:@8B F8:J; =0 7028A8<>AB, 2:;NG20I B01;8F8B5 " % { t a b l e s / } " . E !0<> D A X 70O2:0 A5 ?>44J@60 70 >B:@820=5 =0 8=D>@<0F8O 70 7028A8<>AB. h ;B5@=0B82=8OB @57C;B0B 70 2@JI0=5 2 A;CG08B5 =0 45;5=5 =0 =C;0 B@O120 40 5 :>=AB0=B=0 F8D@>20 AB>9=>AB. � =>3>87<5@=8OB <>45; AJ4J@60 >15:B8, :>8B> =5 <>65 40 A5 87@07OB 2 B01;8G5= 873;54. "01;8F0 " % { t a b l e n a m e / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 2 <>45;0. � =>3>87<5@=8OB <>45; AJ4J@60 >15:B8, :>8B> =5 <>65 40 A5 87@07OB 2 B01;8G5= 873;54. O@:0B0 " % { m e a s u r e / } " 25G5 5 705B0 :0B> AB>9=>AB 70 K P I " % { K P I 1 / } " , K P I " % { K P I 2 / } " =5 <>65 40 87?>;720 B078 <O@:0 :0B> AB>9=>AB. G 5 <>65 40 AJ74045B5 <O@:0 2 D A X " [ % { m e a s u r e / } ] " 2 <=>3>87<5@=8 <>45;8. � >;>=0 [ % { n a m e / } ] 5 G0AB >B AJAB025= :;NG, => =5 2A8G:8 :>;>=8 >B AJAB02=8O :;NG A5 2:;NG20B 2 87@070 8;8 2 =53>28O 7028A8< 87@07. 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R $C=:F8OB0 % { f u n c N a m e / } >G0:20 D e c i s i o n T r e e T a r g e t ( ) :0B> 0@3C<5=B A =><5@ % { i A r g / } . Q $C=:F8OB0 % { f u n c N a m e / } >G0:20 D e c i s i o n T r e e I n p u t ( ) :0B> 0@3C<5=B A =><5@ % { i A r g / } . ^ 5 AJI5AB2C20 :>;>=0 " % { n a m e / } " 70 C r e a t e D e c i s i o n T r e e ( ) 2 AJI0B0 B01;8F0 :0B> F5;520B0 :>;>=0. � !0<> ?>;>68B5;=8 :>=AB0=B=8 F5;8 AB>9=>AB8 A0 @07@5H5=8 :0B> AB>9=>AB 70 ?5@8>48G=>AB =0 ?@>3=>7=8O <>45;. 7?>;7209B5 0 , 70 40 =5 A5 ?@8;030 ?5@8>48G=>AB, 8 1 70 02B><0B8G=> >B:@820=5. > 81;8>B5:0B0 A ?><>I=8 ?@>3@0<8 70 ?@>3=>78@0=5 =5 5 70@545=0. ] "@5B8OB 0@3C<5=B =0 C r e a t e D e c i s i o n T r e e ( ) B@O120 40 5 FO;> G8A;>, ?>- 3>;O<> 8;8 @02=> =0 =C;0. b $C=:F8OB0 I s O n O r A f t e r ( ) AJ4J@60 A:0;0@5= 87@07 70 A@02=5=85 157 AB>9=>AB, A :>OB> 40 1J45 A@02=5=. P $C=:F8OB0 % { f u n c N a m e / } >G0:20 D e c i s i o n T r e e N o d e ( ) :0B> 0@3C<5=B A =><5@ % { i A r g / } . M $C=:F8OB0 % { f u n c N a m e / } >G0:20 S p l i t B y V a l u e s ( ) :0B> 0@3C<5=B A =><5@ % { i A r g / } . l $C=:F8OB0 D e c i s i o n T r e e N o d e ( ) <>65 40 A5 87?>;720 A0<> 70 ?0@0<5BJ@0 " &5;" =0 DC=:F8OB0 C r e a t e D e c i s i o n T r e e ( ) . PAg $C=:F8OB0 S p l i t B y V a l u e s ( ) <>65 40 A5 87?>;720 A0<> 70 ?0@0<5BJ@0 " &5;" =0 DC=:F8OB0 D e c i s i o n T r e e N o d e ( ) . C @54>AB025=8OB >?5@0B>@ 70 @0745;O=5 " % { o p e r a t o r / } " =5 A5 ?>44J@60. Z !B>9=>ABB0 " % { v a l u e / } " , ?@54>AB025=0 2 " % { f u n c N a m e / } " , =5 AJI5AB2C20 2 :>;>=0 " % { c o l u m n / } " g $C=:F8OB0 S p l i t B y C o l u m n ( ) <>65 40 A5 87?>;720 A0<> 70 ?0@0<5BJ@0 " &5;" =0 DC=:F8OB0 D e c i s i o n T r e e N o d e ( ) . m $C=:F8OB0 S p l i t B y C o l u m n ( ) <>65 40 A5 87?>;720 A0<> :0B> 8=AB@C:F8O 70 548=8G=> @0745;O=5 2 D e c i s i o n T r e e N o d e ( ) � B:@8B0 5 =5AJ2<5AB8<0 :>;>=0 70 >1548=O20=5 ( " % { t a b l e / } " [ % { c o l u m n / } ] ) . $C=:F8OB0 " % { f u n c t i o n / } " =5 ?>44J@60 >1548=O20=8O G@57 :>;>=8 A @07;8G=8 B8?>25 8;8 ?@>87E>4. 5 A0 >B:@8B8 >1I8 :>;>=8 70 >1548=O20=5. $C=:F8OB0 70 >1548=O20=5 " % { f u n c t i o n / } " 878A:20 ?>=5 54=0 >1I0 :>;>=0 70 >1548=O20=5. B:@8B8 A0 <=>65AB2> :>;>=8 >B 54=0B0 AB@0=0, >1548=O20I8 A5 A 54=0 8 AJI0 :>;>=0 ( " % { t a b l e / } " [ % { c o l u m n / } ] ) >B 4@C30B0 AB@0=0. J< <><5=B0 DC=:F8OB0 " % { f u n c t i o n / } " =5 ?>44J@60 >1548=O20=8O, 2 :>8B> <=>65AB2> :>;>=8 >B 54=0B0 AB@0=0 A5 >1548=O20B A 54=0 8 AJI0 :>;>=0 >B 4@C30B0 AB@0=0. � >;>=0B0 " % { t a b l e / } [ % { c o l u m n / } ] " =O<0 7028A8<>AB A B01;8F0 " % { m a i n t a b l e / } " , :>OB> 5 87?>;720=0 2 :>=B5:AB0 =0 AB@C:BC@0B0 =0 @5H5=8OB0. � !0<> ?>;>68B5;=8 :>=AB0=B=8 F5;8 AB>9=>AB8 A0 @07@5H5=8 :0B> AB>9=>AB 70 >1@0B=> ?@>3=>78@0=5 =0 ?@>3=>7=8O <>45;. 7?>;7209B5 0 , 70 40 =5 A5 ?@8;030 >1@0B=> ?@>3=>78@0=5. [ 1@0B=>B> ?@>3=>78@0=5 =5 A5 ?>44J@60 70 <>45;8 70 ?@>3=>78@0=5 A ?>25G5 >B 54=0 :0B53>@8O. � @5H5= 1@>9 0@3C<5=B8. % { f u n c t i o n / } >G0:20 B01;8F0 :0B> ?J@28 0@3C<5=B 8 A5@8O >B B>G:8 70 70<O=0, 2AO:0 >B :>8B> 5 ?@54AB025=0 >B AB>9=>AB 70 2AO:0 :>;>=0. n % { f u n c t i o n / } >G0:20 AB>9=>AB >B B8?0 % { t y p e 1 / } :0B> 0@3C<5=B % { a r g / } , 0 5 ?>;CG8;0 AB>9=>AB >B B8?0 % { t y p e 2 / } . S $C=:F8OB0 % { f u n c / } <>65 40 A5 87?>;720 A0<> :0B> ?0@0<5BJ@ =0 DC=:F8OB0 % { p a r e n t / } . PA } >;>=0B0 " % { t a b l e / } [ % { c o l u m n / } ] " =5 <>65 40 1J45 >?@545;5=0 :0B> =5?@5:JA=0B0 :>;>=0, 70I>B> =59=8OB B8? =5 5 G8A;0 8;8 40B0. T @3C<5=B =><5@ % { a r g / } C:0720 4>?J;=8B5;5= D0:B>@ 8 B@O120 40 1J45 87@07 =0 B01;8F0. - #:070=8 A0 B2J@45 <=>3> 4>?J;=8B5;=8 D0:B>@8. : "2J@45 <=>3> 0@3C<5=B8 A0 ?>4045=8 :J< DC=:F8OB0 % { f u n c / } . i "01;8F0 % { n a m e / } =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 B01;8F0 8;8 ?@><5=;820 AJA AJI>B> 8<5. ` $C=:F8OB0 T i m e S e r i e s D a t a ( ) >G0:20 AB>9=>AB8 T a b l e I n d e x 8 C o l u m n P r o p e r t y 70 2AO:0 C:070=0 :>;>=0. _ 0@0<5BJ@JB T a b l e I n d e x , ?>4045= =0 DC=:F8O % { f u n c N a m e / } 2 0@3C<5=B =><5@ % { i A r g / } , 5 =520;845=. c 0@0<5BJ@JB C o l u m n P r o p e r t y , ?>4045= =0 DC=:F8O % { f u n c N a m e / } 2 0@3C<5=B =><5@ % { i A r g / } , 5 =520;845=. E $C=:F8OB0 % { f u n c N a m e / } >G0:20 :>=AB0=B0 :0B> 0@3C<5=B =><5@ % { i A r g / } . p >72>;5=8 A0 A0<> AB>9=>AB8 >B ?>;>68B5;=8, :>=AB0=B=8 F5;8 G8A;0 :0B> AB>9=>AB =0 ?@>3=>70 70 ?@>3=>7=8O <>45;. � $C=:F8OB0 G e t I m a g e ( ) ?>44J@60 A0<> D09;>28 ?JB8I0 8 U R L 04@5A8 A H T T P AE5<8; =5 A5 ?>44J@60B H T T P S 8 U R L 04@5A8 =0 D09;>28 AE5<8. 6 H T T P 2J@=0 :>4 =0 AJAB>O=85 " % { s t a t u s / } " 70 " % { U R L / } " . PAz $C=:F8OB0 G e t I m a g e ( ) ?@85<0 A0<> AJ4J@60=85 >B B8? 87>1@065=85, 0 ?>;CG8 AJ4J@60=85 >B B8? " % { c o n t e n t t y p e / } " 70 " % { U R L / } " . � $C=:F8OB0 S u b s t i t u t e W i t h I n d e x ( ) =5 <>65 40 >B:@85 >1I8 :>;>=8 <564C A2>8B5 >?5@0=48, :>8B> 40 <>65 40 A5 87?>;720B 70 >1548=O20=5. � $C=:F8OB0 S u b s t i t u t e W i t h I n d e x ( ) >B:@8 ?>25G5 >B 54=0 :>;>=0 2 8=45:A=0B0 B01;8F0, :>8B> >B3>20@OB =0 B5:CI0B0 :>;>=0 2 >@838=0;=0B0 B01;8F0. ><8A;5B5 70 ?@><O=0 =0 87@078B5 2J2 2E>4=0B0 B01;8F0 70 ?@><O=0 =0 >1548=5=8B5 :>;>=8. C @>F5=B8;=0B0 AB>9=>AB B@O120 40 1J45 2 480?07>=0 0 . . 1 2:;NG8B5;=>. { @>F5=B8;=0B0 AB>9=>AB B@O120 40 1J45 2 480?07>=0 1 / ( N + 1 ) . . N / ( N + 1 ) 2:;NG8B5;=>, :J45B> N 5 1@>OB =0 AB>9=>AB8B5 =0 40==8B5. < % { f u n c N a m e / } =5 ?>44J@60 87@078 >B B8?0 s t r i n g / B o o l e a n / d a t e . > $C=:F8OB0 % { f u n c / } B@O120 40 A5 87?>;720 A0<> 2 @0745; D E F I N E . X 0G0;=0B0 40B0 8;8 :@09=0B0 40B0 2J2 DC=:F8OB0 C a l e n d a r =5 <>65 40 1J45 ?@07=0 AB>9=>AB. S 0G0;=0B0 40B0 2J2 DC=:F8OB0 C a l e n d a r =5 <>65 40 5 40B0, ?>- :JA=0 >B :@09=0B0 40B0. L % { f u n c / } =5 ?>44J@60 87@078 >B B8?0 s t r i n g / B o o l e a n / d a t e 70 0@3C<5=B0 V a l u e s . > @3C<5=BJB G u e s s 70 DC=:F8OB0 X I R R B@O120 40 5 ?>- 3>;O< >B - 1 . 1 5CA?5H=> >B:@820=5 =0 @5H5=85 >B DC=:F8OB0 X I R R . > O<0 20;845= @57C;B0B 70 DC=:F8OB0 X I R R 70 4045=8B5 AB>9=>AB8. W 5 <>65 40 A5 >?@545;8 @57C;B0B 70 X I R R , BJ9 :0B> 0@3C<5=B8B5 V a l u e s 8 D a t e s A0 ?@07=8. O 4=0 8;8 ?>25G5 AB>9=>AB8 70 0@3C<5=B0 D a t e s , ?>4045=8 :J< % { f u n c / } , A0 ?@07=8. w "@5B8OB 8=B5@20; 70 0@3C<5=B <>65 40 1J45 A0<> 54=> >B A;54=8B5: Y E A R , Q U A R T E R , M O N T H , W E E K , D A Y , H O U R , M I N U T E , S E C O N D . I J@28OB 0@3C<5=B I n t e r v a l =0 DC=:F8OB0 D A T E D I F F B@O120 40 1J45 :>=AB0=B0. A @3C<5=BJB R a t e :J< DC=:F8OB0 X N P V B@O120 40 1J45 ?>- 3>;O< >B - 1 . g 5704J;68B5;=8OB 0@3C<5=B >B DC=:F8OB0 C A L E N D A R A U T O B@O120 40 1J45 FO;> G8A;> <564C 1 8 1 2 2:;NG8B5;=>. R $C=:F8OB0 C A L E N D A R A U T O =5 <>65 40 >B:@85 >A=>2=0 :>;>=0 >B B8?0 D a t e T i m e 2 <>45;0. c $C=:F8OB0 C A L E N D A R A U T O =5 <>65 40 >B:@85 20;84=0 40B0 2 >A=>2=8B5 :>;>=8 >B B8?0 D a t e T i m e 2 <>45;0. a 5704J;68B5;=8OB 0@3C<5=B >B DC=:F8OB0 C A L E N D A R A U T O B@O120 40 87G8A;O20 4> AB>9=>AB =0 :>=AB0=B0. N S u m m a r i z e C o l u m n s ( ) 8 A d d M i s s i n g I t e m s ( ) =5 <>65 40 A5 87?>;720 2 B>78 :>=B5:AB. C U R R E N T G R O U P ( ) B@O120 40 5 C:070= :0B> 0@3C<5=B =0 B01;8F0 >B DC=:F8O 70 03@538@0=5 =0 B01;8F0, :>30B> A5 C:0720 :0B> 0@3C<5=B 70 87@070 >B DC=:F8O G R O U P B Y ( ) . 0?@8<5@ G R O U P B Y ( @>40618, 5>3@0D8O[ !B@0=0] , " 1I> ?@>40618" , S U M X ( C U R R E N T G R O U P ( ) , @>40618[ &5=0] * @>40618[ - 2>] ) ) ~ 5 A5 @07@5H020B =8:0:28 A:0=8@0=8O =0 B01;8F0, @07;8G=8 >B 2J2545=8B5 >B DC=:F8OB0 G r o u p B y ( ) , ?@548 DC=:F88B5 C u r r e n t G r o u p ( ) . Y $C=:F8OB0 % { f u n c t i o n / } =5 <>65 40 A5 87?>;720 2 0@3C<5=B =0 87@07 70 DC=:F8OB0 G R O U P B Y ( ) . � B>@8OB ?0@0<5BJ@, ?@5<8=0; :J< DC=:F8O % { f u n c N a m e / } , 5 =520;845=. #:065B5 0 70 <5@=0 548=8F0 =0 ABJ?:0B0 8;8 1 70 @07<5@0 =0 ABJ?:0B0. ~ 0O2:0B0 A?><5=0 87G8A;O5<0B0 B01;8F0 ' % { t a b l e / } ' , :>OB> =5 ?078 =8:0:28 40==8, BJ9 :0B> B@O120 40 A5 ?@587G8A;O20 8;8 >1=>28. x 0O2:0B0 A?><5=0 87G8A;O5<0B0 B01;8F0 ' % { t a b l e / } ' , :>OB> =5 ?078 =8:0:28 40==8, BJ9 :0B> 2J7=8:=0 3@5H:0 2 =59=8O 87@07. � 0O2:0B0 A?><5=0 87G8A;O5<0B0 B01;8F0 ' % { t a b l e / } ' , :>OB> =5 ?078 =8:0:28 40==8, BJ9 :0B> 87G8A;O20=5B> =0 548= >B @54>25B5 ?@548728:0 3@5H:0. � 0O2:0B0 A?><5=0 87G8A;O5<0B0 B01;8F0 ' % { t a b l e / } ' , :>OB> 7028A8 >B 4@C30 :>;>=0, B01;8F0, @5;0F8O 8;8 <O@:0, :>OB> =5 5 2J2 20;84=> AJAB>O=85. w $C=:F8OB0 R O L L U P I S S U B T O T A L <>65 40 1J45 87?>;720=0 A0<> 70 ?0@0<5B@8B5 g r o u p B y _ C o l u m n N a m e =0 DC=:F8OB0 A D D M I S S I N G I T E M S . S $C=:F8OB0 R O L L U P I S S U B T O T A L >G0:20 " % { c o l u m n / } " 40 5 :>;>=0 >B B8? 40==8 T R U E / F A L S E . C $C=:F8OB0 A D D M I S S I N G I T E M S >G0:20 B01;8F0 2 0@3C<5=B =><5@ % { i A r g / } . j >;>=0B0 S h o w A l l =0 DC=:F8OB0 A D D M I S S I N G I T E M S B@O120 40 5 =0?J;=> :20;8D8F8@0=0 2 0@3C<5=B =><5@ % { i A r g / } . i >;>=0B0 S h o w A l l =0 DC=:F8OB0 A D D M I S S I N G I T E M S =5 5 >B:@8B0 :0B> :>;>=0 G r o u p B y 2 0@3C<5=B =><5@ % { i A r g / } . G 728:20=5B> D i s c o v e r A m b i g u i t y <>65 40 8<0 A0<> 548= >BG5B 70 >F5=O20=5. s $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 ?@5?@0B:0 :J< :>;>=0 8;8 87@07 =0 ?@5?@0B:0 :J< B01;8F0 70 0@3C<5=B0 " % d { a r g / } " . e $C=:F8OB0 % { f u n c / } >G0:20 87@07 =0 ?@5?@0B:0 :J< :>;>=0 8;8 87@07 =0 B01;8F0 70 0@3C<5=B0 " % d { a r g / } " . PA B >=5 548= D8;BJ@ 5 B2J@45 3>;O< 70 87?J;=5=85 2 @568< D i r e c t Q u e r y . | 01>@8B5 70 @57C;B0B8 =0 70O2:0 :J< 2J=H5= 87B>G=8: =0 40==8 A0 ?@528H8;8 <0:A8<0;=8O 1@>9 % { t h r e s h o l d / } @07@5H5=8 @54>25. f $C=:F8OB0 % { f u n c N a m e / } =5 ?>44J@60 AJ548=O20=5 =0 :>;>=0 >B B8? % { t y p e 1 / } A :>;>=0 >B B8? % { t y p e 2 / } . v 7@07JB =5 <>65 40 1J45 87?J;=5= =0 >B40;5G5=8O 87B>G=8: =0 40==8, BJ9 :0B> % { f u n c N a m e / } =5 <>65 40 1J45 >B40;5G5=0. k $C=:F8OB0 % { f u n c N a m e / } =5 5 ?>72>;5=0 :0B> G0AB >B 87@078 D A X =0 87G8A;O5<0 :>;>=0 =0 <>45;8 D i r e c t Q u e r y . � @3C<5=B =0 DC=:F8O % { n a m e / } 8<0 3@5H5= B8? =0 40==8B5 8;8 @57C;B0BJB 5 B2J@45 3>;O< 8;8 B2J@45 <0;J:. :> A5 >G0:20 0@3C<5=BJB 40 5 40B0, B078 40B0 B@O120 5 <564C 1 O=C0@8 1 0 0 3. 8 3 1 45:5<2@8 9 9 9 9 3. < $C=:F8OB0 % { f u n c N a m e / } =5 A5 ?>44J@60 2 @568< D i r e c t Q u e r y . L $C=:F8OB0 % { f u n c N a m e / } =5 A5 ?>44J@60 2 B>78 :>=B5:AB 2 @568< D i r e c t Q u e r y . h $C=:F8OB0 % { f u n c N a m e / } =5 5 ?>72>;5=0 :0B> G0AB >B 87@070 70 70I8B0 =0 =82> @54 =0 <>45;8 D i r e c t Q u e r y . U !B>9=>ABB0 =0 :>=AB0=B0B0 % { v a l u e / } =5 A5 ?>44J@60 2 >B40;5G5=8O 87B>G=8: =0 40==8. � !:0;0@=8B5 87@078 =0 DC=:F8OB0 % { f u n c N a m e / } B@O120 40 1J40B 03@530B=8 DC=:F88 =04 C u r r e n t G r o u p ( ) . 7@07JB =0 2AO:0 03@530F8O B@O120 40 5 :>=AB0=B=0 8;8 48@5:B=> 40 ?@5?@0I0 :J< :>;>=8B5 2 C u r r e n t G r o u p ( ) . L $C=:F8OB0 % { f u n c N a m e / } =5 ?>44J@60 D i s t i n c t C o u n t :0B> A2>9 A:0;0@5= 87@07. _ T O P N S K I P =5 A5 ?>44J@60 A 4045=0B0 :><18=0F8O >B ?0@0<5B@8. @53;5409B5 4>:C<5=B0F8OB0 >B M S D N . + T O P N S K I P =5 A5 ?>44J@60 2 @568< D i r e c t Q u e r y � @5?@0B:0 :J< :>;>=0B0 :J< % { c o l u m n / } 2 B01;8F0 % { t a b l e / } =5 <>65 40 1J45 87?>;720=0 A 20@80F8O % { v a r i a t i o n C o l u m n / } , 70I>B> =O<0 B0:820. a >;>=0B0 A 20@80F88 % { v a r i a t i o n / } =5 15H5 >B:@8B0 70 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } . ?48=8G=0 AB>9=>AB 70 20@80F8O % { v a r i a t i o n / } 70 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } =5 <>65 40 1J45 >?@545;5=0. 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Q $C=:F8OB0 % { f u n c N a m e / } >G0:20 =59=8OB 0@3C<5=B A =><5@ % { i A r g / } 40 5 :>=AB0=B0. % { e r r o r / } n $C=:F8OB0 =0 181;8>B5:0B0 A @07H8@5=8O ( % { f u n c N a m e / } ) 2J@=0 40==8, :>8B> =5 1OE0 >B:@8B8 2 >A=>2=0B0 :>;>=0. � J2 DC=:F8OB0 % { f u n c N a m e / } 1@>OB =0 87E>4OI8B5 :>;>=8 ( % { o u t p u t C o l s / } ) =5 AJ2?040 A 1@>O =0 :>;>=8B5 2J2 2E>4OI0B0 B01;8F0 ( % { i n p u t C o l s / } ) . r $C=:F8OB0 % { f u n c N a m e / } >G0:20 =0?J;=> >B3>20@OI0 =0 CA;>28OB0 ?@5?@0B:0 =0 :>;>=0 :0B> =><5@ =0 0@3C<5=B % { i A r g / } . 2 $C=:F8OB0 % { n a m e / } =5 2@JI0 =520;84=8 X M L 7=0F8. . >4>20B0 B>G:0 =5 AJ>B25BAB20 =0 20;845= 7=0:. C #:070=8B5 2E>4=8 40==8 =5 A5 ?>44J@60B >B DC=:F8OB0 % { f u n c t i o n / } . 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% { e r r o r t e x t / } X 5 <>65 40 1J45 =0<5@5= 87B>G=8: =0 40==8 % { d a t a s o u r c e / } 2J2 DC=:F8OB0 % { f u n c N a m e / } . V "01;8F0B0 % { t a b l e / } =5 <>65 40 1J45 87?>;720=0 2 87G8A;O20=8O, BJ9 :0B> =O<0 :>;>=8. 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X 09- <0;:> 548= 0@3C<5=B =0 DC=:F8OB0 G e n e r a t e S e r i e s =5 5 20;845= =><5@ =0 ?;020I0 B>G:0. � $C=:F8OB0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r 878A:20 :>>@48=0B=8OB ?0@0<5BJ@ ( ?@8 0@3C<5=B =><5@ % { i A r g / } ) 40 1J45 G8A;>2 A:0;0@5= 87@07. � $C=:F8OB0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r 878A:20 ?0@0<5BJ@JB =0 @048CA0 ( ?@8 0@3C<5=B =><5@ % { i A r g / } ) 40 1J45 G8A;>2 A:0;0@5= 87@07. � $C=:F8OB0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r >G0:20 40 1J45 C:070=0 ?>;>68B5;=0 G8A;>20 AB>9=>AB =0 ?0@0<5BJ@0 70 0@3C<5=B % { s t r A r g / } . x $C=:F8OB0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r >G0:20 M a x M i n R a t i o :0B> 0@3C<5=B % { i A r g / } , BJ9 :0B> AB5 C:070;8 :>;>=0 =0 @048CA. z $C=:F8OB0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r >G0:20 M a x B l a n k R a t i o :0B> 0@3C<5=B % { i A r g / } , BJ9 :0B> AB5 C:070;8 :>;>=0 =0 @048CA. m J7=8:=0 3@5H:0 A 0;3>@8BJ<0 70 275<0=5 =0 87204:0. 5 CA?OE<5 40 =0<5@8< 4>1J@ ?@8<5@ 2 ?@85<;82 1@>9 >?8B8. � $C=:F8OB0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r >G0:20 40 1J45 C:070=0 G8A;>20 AB>9=>AB =0 ?0@0<5BJ@0, ?>- 3>;O<0 >B 1 , 70 0@3C<5=B % { s t r A r g / } . a E>4OI0B0 B01;8F0 S a m p l e C a r t e s i a n P o i n t s B y C o v e r 8<0 B2J@45 <=>3> @54>25. >44J@60<5 4> % { s t r A r g / } . 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B B>@8OB 0@3C<5=B =0 " % { f u n c t i o n / } " B@O120 40 C:0720 4045=0 :>;>=0. Y $C=:F8OB0 N O N V I S U A L <>65 40 A5 87?>;720 A0<> :0B> D8;BJ@ 70 AB>9=>AB =0 S U M M A R I Z E C O L U M N S . X $C=:F8OB0 N O N V I S U A L =5 <>65 40 A5 ?@8;>68 =0 :>;>=8, :>8B> =5 A0 >B B8?0 3@C?8@0=5 ?> . > 0@0<5BJ@ =0 =01>@ @54>25 =5 A5 ?>44J@60 2 87@070 =0 70O2:0B0. J $C=:F8OB0 A P P R O X I M A T E D I S T I N C T C O U N T =5 A5 ?>44J@60 A B5:CI0B0 :>=D83C@0F8O. S D E F I N E T A B L E A5 ?>44J@60 70 B01;8G=8 <>45;8 A =82> =0 AJ2<5AB8<>AB 1 2 0 0 8;8 =03>@5. S $C=:F8OB0 A L L C R O S S F I L T E R E D B@O120 40 8<0 54=0 ?@5?@0B:0 :J< B01;8F0 :0B> ?0@0<5BJ@. | $C=:F8OB0 A L L C R O S S F I L T E R E D =5 <>65 40 A5 87?>;720 :0B> 87@07 =0 B01;8F0. "O <>65 40 A5 ?>:0720 A0<> :0B> D8;BJ@ 2 C A L C U L A T E . } $C=:F8OB0 A L L 157 ?0@0<5B@8 =5 <>65 40 A5 87?>;720 :0B> 87@07 =0 B01;8F0. "O <>65 40 A5 ?>:0720 A0<> :0B> D8;BJ@ 2 C A L C U L A T E . r 7G8A;O5<0 :>;>=0 8;8 87@07 =0 R L S 2 B01;8F0 =0 D i r e c t Q u e r y =5 <>65 40 ?@5?@0I0 B01;8F8 >B 4@C3 87B>G=8: =0 40==8. PA� 0<5AB20=5B> =0 ?@><5=;828 =0 :C1 25G5 =5 5 ?>72>;5=>. #25@5B5 A5, G5 AB5 7040;8 A2>9AB2>B> D a t a S o u r c e V a r i a b l e s O v e r r i d e 2 B01;8G5= <>45;. q @8 A5@80;878@0=5 =0 <5B@8:8 =0 70O2:0 2 J S O N 2J7=8:=0 D0B0;=> 87:;NG5=85. !J>1I5=85 70 3@5H:0: % { e x c e p t i o n W h a t / } m 5 A0 @07@5H5=8 =O:>;:> 0@3C<5=B0 2J2 DC=:F8OB0 A L L S E L E C T E D , :>30B> ?J@28OB 0@3C<5=B 5 ?@5?@0B:0 :J< B01;8F0. ` S E L E C T E D M E A S U R E F O R M A T S T R I N G 5 87?>;720=> =5?@028;=>. 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U @5H:0 ?@8 87G8A;O20=5B> 2 5;5<5=B0 70 87G8A;O20=5 % { t a b l e / } [ % { c a l c u l a t i o n i t e m / } ] : m O@:0 % { m e a s u r e / } =5 <>65 40 A5 AJ74045, BJ9 :0B> 8<0 :>=D;8:B 70 8<5B> A 4@C30 @575@28@0=0 2JB@5H=0 <O@:0. x !53<5=BJB 2 :>;>=0B0 =0 3@C?0B0 70 87G8A;5=85 % { t a b l e / } [ % { c o l u m n / } ] ?@5?@0I0 :J< =5AJI5AB2C20I 5;5<5=B 70 87G8A;5=85. x !53<5=BJB 2 :>;>=0B0 =0 3@C?0B0 70 87G8A;5=85 % { t a b l e / } [ % { c o l u m n / } ] 878A:20 871>@ =0 B>G=> 548= 5;5<5=B 70 87G8A;5=85. � 520;84=0 45D8=8F8O =0 =87 70 D>@<0B8@0=5 =0 5;5<5=B 70 87G8A;5=85 % { c a l c u l a t i o n I t e m / } 2 B01;8F0 % { t a b l e / } . 5D8=8F8OB0 =0 =870 70 D>@<0B8@0=5 B@O120 40 8<0 D A X 87@07, :>9B> 5 >B B8? S t r i n g . y $C=:F8OB0 R E M O V E F I L T E R S =5 <>65 40 A5 87?>;720 :0B> 87@07 =0 B01;8F0. "O <>65 40 A5 ?>:0720 A0<> :0B> D8;BJ@ 2 C A L C U L A T E . Q 0O2:8B5 70 D A X E v a l u a t e @01>BOB A0<> 2 1078 40==8, :>8B> 8<0B ?>=5 54=0 B01;8F0. u B:070=> 5 @07@5H5=85 =0 5;5<5=B 70 87G8A;5=85 ' % { t a b l e / } ' [ % { c a l c u l a t i o n I t e m / } ] , BJ9 :0B> ?@5?@0I0 :J< 70I8B5= >15:B. 8 T h e c o l u m n ' % { c o l u m n / } ' i s m i s s i n g f r o m t h e D Q r e s p o n s e . ' =8F80;878@0=5B> =0 X E v e n t 5 =5CA?5H=>. PA( !J74020=5B> =0 X E v e n t A5A8O 5 =5CA?5H=>. ( 0B20@O=5B> =0 X E v e n t A5A8O 5 =5CA?5H=>. X $09;JB 70 ?@>A;54O20=5 =0 X E v e n t ?>44J@60 A0<> D09;>28B5 @07H8@5=8O " . x e m " 8/ 8;8 " . x e l " . P B=>A8B5;=8OB ?JB :J< D09;0 =5 A5 ?>44J@60 70 D09;>25 70 ?@>A;54O20=5 =0 X E v e n t . B 7?J;=5=85B> =0 :><0=40B0 5 =5CA?5H=>. X E v e n t =5 5 8=8F80;878@0=>. % { x e v e n t e r r o r / } PA w A8G:8 B01;8F8, 87?>;720=8 ?> 2@5<5 =0 70O2:0B0 :J< @568<0 D i r e c t Q u e r y , B@O120 40 A0 >B 548= A2J@70= 87B>G=8: =0 40==8. � "01;8F0B0 " % { t a b l e / } " =5 <>65 40 A5 70O2O20 2 @568<0 D i r e c t Q u e r y , BJ9 :0B> 5 1078@0=0 =0 <=>65AB25=8 D S V . "01;8F8, :>8B> ?>;CG020B 40==8 >B <=>65AB25=8 D S V , =5 A5 ?>44J@60B 2 @568<0 D i r e c t Q u e r y . R 070B0 40==8 5 2 @568< D i r e c t Q u e r y 8 =5 <>65 40 ?>44J@60 70O2:8 2 @568<0 I n M e m o r y . S 070B0 40==8 5 2 @568< I n M e m o r y 8 =5 <>65 40 ?>44J@60 70O2:8 2 @568<0 D i r e c t y Q u e r y . � 04020=5B> =0 D i r e c t Q u e r y M o d e =0 AB>9=>AB, @07;8G=0 >B AB>9=>ABB0 ?> ?>4@0718@0=5 D e f a u l t , =5 A5 ?>44J@60, :>30B> CA;C38B5 70 0=0;87 =5 A5 87?J;=O20B 2 B01C;0@5= @568<. � D i r e c t Q u e r y =5 <>65 40 A5 87?>;720 A B>78 87B>G=8: =0 40==8 ?@5<5AB5B5 O 2 ?>44J@60= 87B>G=8: =0 40==8 8;8 =04AB@>9B5 87B>G=8:0 =0 40==8 =0 S Q L S e r v e r 4> =09- =>20B0 =0;8G=0 25@A8O. � "01;8F0B0 " % { t a b l e / } " =O<0 4O; AJA A2>9AB2>B> D i r e c t Q u e r y U s a g e , 704045=> =0 D i r e c t Q u e r y O n l y 8;8 I n M e m o r y W i t h D i r e c t Q u e r y . 0 40 @07@5H8B5 @568<0 D i r e c t Q u e r y 70 B>78 <>45;, B@O120 40 AJ74045B5 4O; 8 40 C:065B5 54=0 >B B578 AB>9=>AB8. � "01;8F0B0 " % { t a b l e / } " 2:;NG20 <=>3> 4O;>25 AJA A2>9AB2>B> D i r e c t Q u e r y U s a g e , 704045=> =0 D i r e c t Q u e r y O n l y 8;8 I n M e m o r y W i t h D i r e c t Q u e r y . !0<> 548= 4O; 2 B01;8F0B0 <>65 40 A5 @07@5H8 70 87?>;720=5 =0 D i r e c t Q u e r y . � "01;8F0B0 " % { t a b l e / } " =5 5 1078@0=0 =0 AJI8O 87B>G=8: =0 40==8 :0B> 4@C38B5 B01;8F8 2 <>45;0. @8 87?@0I0=5 =0 70O2:8 2 @568<0 D i r e c t Q u e r y 2A8G:8 B01;8F8 B@O120 40 A0 >B 548= 87B>G=8: =0 40==8. � $C=:F8OB0 % { f u n c N a m e / } =5 <>65 40 A5 87?>;720 2 <>45;8 A 2J7<>6=>AB 70 D i r e c t Q u e r y . @><5=5B5 87@070 =0 D>@<C;0B0 8;8 701@0=5B5 @568<0 D i r e c t Q u e r y . k "5:CI8OB 87B>G=8: =0 40==8 =5 ?>44J@60 DC=:F8O " % { c a p N a m e / } " , :>OB> A5 878A:20 70 87?J;=5=85B> =0 70O2:0B0. x "01;8F0B0 " % { T a b l e N a m e / } " 5 1078@0=0 =0 ?>AB025=8B5 40==8 8 =5 <>65 40 A5 87?>;720 2 <>45; A @07@5H5= @568< D i r e c t Q u e r y . ~ " % { C o l u m n N a m e / } " 2 B01;8F0B0 " % { T a b l e N a m e / } " 5 87G8A;5=0 :>;>=0 8 =5 <>65 40 A5 87?>;720 2 <>45; A @07@5H5= @568< D i r e c t Q u e r y . S ?5@0F8OB0 % { o p N a m e / } =5 <>65 40 A5 87?>;720 2 <>45;0 A @07@5H5= @568< D i r e c t Q u e r y . 6 M D X / S Q L >?5@0F88 =5 A5 ?>44J@60B 2 @568<0 D i r e c t Q u e r y . � 7G8A;5=8 :>;>=8 =5 <>30B 40 A5 87?>;720B 2 <>45;8 A 2J7<>6=>AB 70 D i r e c t Q u e r y . 7B@89B5 87G8A;5=0B0 :>;>=0 8;8 701@0=5B5 @568<0 D i r e c t Q u e r y . p 568<JB D i r e c t Q u e r y =5 ?>44J@60 ?@5>1@07C20=5 >B F8D@>2 B8? =0 40==8B5 ( :0B> =0?@8<5@: I 8 , R 8 8 C u r r e n c y ) 2 =87. ` @568<0 D i r e c t Q u e r y ?J@28OB 0@3C<5=B =0 DC=:F8OB0 S E A R C H B@O120 40 5 =5?@07=0 =87>20 :>=AB0=B0. P @568<0 D i r e c t Q u e r y 2B>@8OB 0@3C<5=B =0 DC=:F8OB0 % { f u n c N a m e / } B@O120 40 5 1 . g @568<0 D i r e c t Q u e r y DC=:F8OB0 S U B S T I T U T E @07@5H020 A0<> 3 0@3C<5=B0, G5B2J@B8 0@3C<5=B =5 A5 ?>44J@60. j @568<0 D i r e c t Q u e r y 2B>@8OB 0@3C<5=B =0 DC=:F8OB0 W E E K D A Y B@O120 40 5 54=0 >B B578 AB>9=>AB8: 1 , 2 8;8 3 . M @568< D i r e c t Q u e r y 548= 87@07 =5 <>65 40 2J@=5 AB>9=>AB8 >B @07;8G=8 B8?>25. � <0 4C1;8@0I8 A5 AB>9=>AB8 70 % { S o r t B y A t t r i b u t e / } . !0<> @5;0F8O 548= :J< 548= A5 ?>44J@60 <564C G;5=>25 =0 0B@81CB8 % { S o r t A t t r i b u t e / } 8 % { S o r t B y A t t r i b u t e / } . N C1;8@0I8B5 A5 G;5=>25 A0 ?>;CG5=8 70 % { S o r t A t t r i b u t e / } , :>5B> 5 =5>G0:20=>. PA^ !2>9AB2>B> D a t a V i e w A5 ?>44J@60 A0<> :>30B> CA;C38B5 70 0=0;87 A5 87?J;=O20B 2 B01;8G5= @568<. � 0==8B5, :>8B> A5 28640B 2 >?@545;5=8 <><5=B8 ?> 2@5<5 =0 87?J;=5=85B> =0 B078 70O2:0, =5 AJ>B25BAB20B ?><564C A8. ">20 <>65 40 A5 4J;68 =0 2J=H=8 B@0=70:F88, :>8B> 0:BC0;878@0B AJI8B5 40==8, 4>:0B> A5 87?J;=O20 B078 70O2:0. 7?J;=5B5 ?>2B>@=> 70O2:0B0. � 3@0=8G5=85B> C A T A L O G _ N A M E 2 70O2:0 70 >B:@820=5 M D S C H E M A _ F U N C T I O N S <>65 40 1J45 87?>;720=> A0<> 70 <>45; =0 D i r e c t Q u e r y . >45;JB 8;8 A5 87?J;=O20 2 @568< I n M e m o r y , 8;8 8<0 =82> =0 AJ2<5AB8<>AB, ?>- <0;:> >B 1 2 0 0 . \ 3@0=8G5=85B> C A T A L O G _ N A M E , C:070=> 2 70O2:0B0 70 >B:@820=5 M D S C H E M A _ F U N C T I O N S , 5 =520;84=>. O @5E2J@;O=8OB0 2 ;8AB> =5 A0 ?>44J@60=8 <>45;8 =0 D i r e c t Q u e r y AJA A:@8B8 <5@:8. L 7G8A;O5<8B5 :>;>=8 =5 A0 ?>44J@60=8 <>45;8 =0 D i r e c t Q u e r y AJA A:@8B8 <5@:8. dD A X 70O2:0B0 =5 CA?O 40 35=5@8@0 70O2:0 :J< D i r e c t Q u e r y , BJ9 :0B> BO =0428H8 <0:A8<0;=8O 1@>9 ?>72>;5=8 ?0@0<5B@8/ ;8B5@0;8, % d { l i m i t / } . ">20 >18:=>25=> A5 A;CG20, :>30B> <O@:0B0 D i s t i n c t C o u n t A5 87G8A;O20 70 3@C?8@0=5 ?> :>;>=8, :>8B> A0 :>A25=> A2J@70=8 A :>;>=0B0 D i s t i n c t C o u n t . ">20 <>65 40 A5 4J;68 =0 =0;8G=>ABB0 =0 42C?>A>G=> :@JAB>A0=> D8;B@8@0=5. 8 >B>G=0B0 1070 40==8 =0 P o w e r P i v o t =5 <>65 40 A5 >B:@85. o 5 <>65 40 A5 >AJI5AB28 2@J7:0 A ?>B>G=0 1070 40==8 =0 P o w e r P i v o t ( 0428H5= 5 4>?CAB8<8OB 1@>9 ?>2B>@=8 >?8B8) . f O<0 =0;8G=8 AJ@2J@8, @01>B5I8 2 @568<0 P o w e r P i v o t , 0 AJI> B0:0 =O<0 8 B0:820, :>8B> A5 8=8F80;878@0B. PA � 425B5 3@C?8 A @01>B=> =0B>20@20=5 " % { g r o u p 1 / } " 8 " % { g r o u p 2 / } " A5 AJ?>AB02OB A 1070 40==8 " % { D B I D / } " . !0<> 54=0 3@C?0 A @01>B=> =0B>20@20=5 >B 1070 40==8 <>65 40 A5 AJ?>AB02O A 4045=0 1070 40==8. � !B>9=>ABB0 =0 ?0@0<5BJ@0 M a x M e m o r y 5 B2J@45 =8A:0. !B>9=>ABB0 B@O120 40 5 ?>- 28A>:0 >B AB>9=>ABB0 =0 B5:CI>B> 87?>;720=5 =0 ?0<5B >B R e s o u r c e P o o l ( % d { M e m o r y U s a g e / } ) . � 0O2:0B0 =0428H8 <0:A8<0;=> @07@5H5=0B0 ?0<5B 70 70O2:8, 872J@H20=8 2 B5:CI0B0 3@C?0 70 @01>B=> =0B>20@20=5 ( >8A:0=8 % d { M e m o r y U s e d / } , 3@0=8G5=85 % d { M e m o r y L i m i t / } ) . > ><0=40B0 70 8=B5@?@5B8@0=5 A5 ?>44J@60 A0<> 2 B01;8G5= @568<. ( $C=:F8OB0 " % { f e a t u r e N a m e / } " 5 701@0=5=0. * @52:;NG20B5;8 =0 DC=:F88B5 =5 A0 =0;8G=8. o "078 DC=:F8O =0 CA;C38B5 70 0=0;87 5 =0;8G=0 A0<> A =82> =0 AJ2<5AB8<>AB =0 1070B0 40==8 >B 1 2 0 0 8;8 ?>- 28A>:>. m "078 DC=:F8O =0 CA;C38B5 70 0=0;87 =5 5 =0;8G=0 A =82> =0 AJ2<5AB8<>AB =0 1070B0 40==8 >B 1 2 0 0 8;8 ?>- 28A>:>. P "078 DC=:F8O 878A:20 =82> =0 AJ2<5AB8<>AB =0 1070B0 40==8 >B 1 2 0 0 8;8 ?>- 28A>:>. / 15:BJB % { t y p e n a m e / } A % { i d / } =5 AJI5AB2C20. PA 6 15:BJB % { s t r T y p e / } A 8<5 % { s t r N a m e / } =5 AJI5AB2C20. ^ 15:BJB % { s t r T y p e / } A 8<5 % { s t r N a m e / } =5 AJI5AB2C20 2 % { s t r P a r e n t T y p e / } % { s t r P a r e n t N a m e / } . 0 <5B> 70 % { t y p e n a m e / } 5 ?@07=> 8;8 =5 5 C:070=>. t <5B> % { n a m e / } =5 5 20;84=> 70 % { t y p e n a m e / } , BJ9 :0B> AJ4J@60 548= 8;8 =O:>;:> =520;84=8 7=0:0 ( % { i n v a l i d c h a r s / } ) . Y <5B> % { n a m e / } =5 5 20;84=> 70 % { t y p e n a m e / } , BJ9 :0B> 5 ?>- 4J;3> >B % { m a x c h a r s / } 7=0:0. p 7G8A;O5<0B0 :>;>=0 % { t a b l e / } [ % { c o l u m n / } ] 8<0 AB>9=>AB D a t a S i z e , :>OB> =5 A5 ?>44J@60 70 87G8A;O5<8 :>;>=8. M 5@0@E8OB0 % { h i e r / } 2 B01;8F0 % { t a b l e / } 2:;NG20 :>;>=0B0 70 =><5@ =0 @54. � >;>=8B5 >B B8? B i n a r y =5 <>30B 40 A5 87?>;720B 2 45D8=8@0=8 >B ?>B@518B5;O 95@0@E88. >;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 5 >?@545;5=0 :0B> B i n a r y . 0 "01;8F0 " % { t a b l e / } " B@O120 40 8<0 ?>=5 548= 4O;. D >;>=0B0 % { t a b l e / } [ % { c o l u m n / } ] =O<0 @07@5H5=0 95@0@E8O =0 0B@81CB. ] >;>=0B0 % { t a b l e / } [ % { c o l u m n / } ] 5 >B B8? B i n a r y A =520;84=> 8;8 =5C:070=> A2>9AB2> D a t a S i z e . � >;>=0B0 % { t a b l e / } [ % { c o l u m n / } ] =5 <>65 40 5 >B B8? E m p t y . "8?JB =0 40==8 E m p t y <>65 40 1J45 704045= =0 :>;>=0 A0<> 0:> BO 5 87G8A;O5<0 8;8 5 G0AB >B 87G8A;O5<0 B01;8F0. j T h e l e v e l ' % { l e v e l / } ' o f h i e r a r c h y ' % { h i e r a r c h y / } ' i n t a b l e ' % { t a b l e / } ' h a s a n i n v a l i d i n d e x ' % d { i n d e x / } ' . s 5@0@E8OB0 % { h i e r a r c h y / } 2 B01;8F0 % { t a b l e / } 8<0 425 =820, :>8B> 8<0B 54=0 8 AJI0 :>;>=0 87B>G=8: % { c o l u m n / } . PAN "01;8F0B0 % { t a b l e / } 8<0 425 :>;>=8 AJA A2>9AB2>B> I s K e y , 704045=> :0B> T r u e . / "01;8F0B0 % { t a b l e / } 8<0 425 :>;>=8 R o w N u m b e r . v L e v e l s ' % { l e v e l 1 / } ' a n d ' % { l e v e l 2 / } ' i n h i e r a r c h y ' % { h i e r a r c h y / } ' i n t a b l e ' % { t a b l e / } ' h a v e t h e s a m e i n d e x % d { i n d e x / } . ] 82>B> % { l e v e l / } >B 95@0@E8O % { h i e r / } 2 B01;8F0 % { t a b l e / } =5 A5 >B=0AO 4> =8:>O :>;>=0. o 5@0@E8OB0 =0 0B@81CB0 70 :>;>=0B0 87B>G=8: % { c o l u m n / } =0 =82> % { l e v e l / } 2 B01;8F0 % { t a b l e / } 5 701@0=5=0. " "01;8F0B0 % { t a b l e / } =O<0 :>;>=8. * "01;8F0B0 % { t a b l e / } =O<0 :;NG>20 :>;>=0. V >;>=0B0 R o w N u m b e r % { c o l u m n / } 2 B01;8F0 % { t a b l e / } ?>44J@60 A0<> B8? 40==8 I n t e g e r . R "01;8F0B0 % { t a b l e / } 8<0 @5;0F8O :J< A515 A8: % { r e l n a m e / } . ">20 =5 A5 ?>44J@60. N >;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 8<0 =520;84=8 C:070=8 >12J@720=8O. � @5;0F88B5 =5 <>30B 40 A5 87?>;720B :>;>=8 >B B8? B i n a r y . >;>=0B0 A ?J@28G5= :;NG % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 5 45D8=8@0=0 :0B> B i n a r y 8 =5 <>65 40 A5 87?>;720 2 @5;0F8O. � @5;0F88B5 =5 <>30B 40 A5 87?>;720B :>;>=8 >B B8? B i n a r y . >;>=0B0 A 2J=H5= :;NG % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 5 45D8=8@0=0 :0B> B i n a r y 8 =5 <>65 40 A5 87?>;720 2 @5;0F8O. � 7G8A;O5<0B0 :>;>=0 % { t a b l e / } [ % { c o l u m n / } ] =5 <>65 40 A5 45D8=8@0 :0B> B i n a r y , BJ9 :0B> B>78 B8? 40==8 =5 A5 ?>44J@60 70 87G8A;O5<8 :>;>=8. p >;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2> S o r t B y C o l u m n , ?@5?@0I0I> :J< =5O, :>5B> =5 A5 ?>44J@60. 6 K P I 70 <O@:0B0 % { m e a s u r e / } =O<0 C:070= F5;528 87@07. < K P I 70 <O@:0B0 % { m e a s u r e / } =O<0 C:070= 87@07 70 AJAB>O=85. x >;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2>B> S o r t B y C o l u m n , 704045=> =0 :>;>=0 % { n a m e / } , :>OB> 5 87B@8B0. r T h e c o l u m n ' % { c o l u m n / } ' i n t a b l e ' % { t a b l e / } ' h a s t h e S o r t B y C o l u m n p r o p e r t y s e t t o a n i n v a l i d c o l u m n I D % I 6 4 u { i d / } . � >;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2>B> S o r t B y C o l u m n , 704045=> 70 :>;>=0 % { n a m e / } , :>OB> ?@8=04;568 =0 B01;8F0 % { s o r t b y t a b l e / } . >;>=0B0 70 A>@B8@0=5 B@O120 40 ?@8=04;568 :J< AJI0B0 B01;8F0. � 5;JB % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2>B> D a t a S o u r c e , 704045=> =0 87B>G=8: =0 40==8 % { d a t a s o u r c e / } , :>9B> 5 87B@8B. s P a r t i t i o n ' % { p a r t i t i o n / } ' i n t a b l e ' % { t a b l e / } ' h a s t h e D a t a S o u r c e p r o p e r t y s e t t o a n i n v a l i d I D % I 6 4 u { d a t a s o u r c e / } . � 82> % { l e v e l / } 2 95@0@E8O % { h i e r / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2>B> C o l u m n , 704045=> =0 :>;>=0 % { c o l u m n / } , :>OB> 5 87B@8B0. � L e v e l ' % { l e v e l / } ' i n h i e r a r c h y ' % { h i e r / } ' i n t a b l e ' % { t a b l e / } ' h a s t h e C o l u m n p r o p e r t y s e t t o a n i n v a l i d c o l u m n I D % I 6 4 u { c o l u m n / } . � 82> % { l e v e l / } 2 95@0@E8O % { h i e r / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2>B> C o l u m n , 704045=> =0 :>;>=0 % { c o l u m n / } , :>OB> ?@8=04;568 =0 B01;8F0 % { c o l u m n t a b l e / } . A8G:8 =820 2 95@0@E8OB0 B@O120 40 ?@5?@0I0B :J< :>;>=8 >B AJI0B0 B01;8F0. > 028A8<>AB % { r e l n a m e / } A>G8 :J< 87B@8B0 B01;8F0 % { t a b l e / } . X 028A8<>ABB0 " % { r e l n a m e / } " A>G8 :J< 87B@8B0B0 :>;>=0 " % { c o l u m n / } " 2 B01;8F0 " % { t a b l e / } " . PAD R e l a t i o n s h i p ' % { r e l n a m e / } ' u s e s a n i n v a l i d c o l u m n I D % I 6 4 u { c o l u m n / } . V C o l u m n ' % { c o l u m n / } ' i n t a b l e ' % { t a b l e / } ' h a s a n i n v a l i d T y p e p r o p e r t y ( % I 6 4 d { v a l u e / } ) . � 5;0F8O A 8<5 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] 8<0 C r o s s F i l t e r D i r e c t i o n , 704045=> =0 O n e D i r e c t i o n . C r o s s F i l t e r D i r e c t i o n 70 @5;0F88 548= :J< 548= B@O120 28=038 40 5 704045=> =0 B o t h D i r e c t i o n s . B "01;8F0B0 ' % { t a b l e / } ' =5 <>65 40 8<0 ?>25G5 >B 548= 87G8A;O5< 4O;. � >45;JB 40==8 8<0 <=>3> 4J;30 25@830 =0 7028A8<>AB >B 87G8A;O5<0B0 B01;8F0, :>OB> 25@>OB=> C:0720 F8:J;. @>25@5B5 D>@<C;8B5 =0 87G8A;O5<0B0 B01;8F0. � 57C;B0BJB >B D A X 87@070 70 87G8A;O5<0B0 B01;8F0 % { t a b l e / } ?@54AB02;O20 20@80=B5= B8? 40==8 70 :>;>=0B0 % { c o l u m n / } . @><5=5B5 87G8A;5=85B> B0:0, G5 B8?JB 40==8 2 :>;>=0B0 40 5 ?>AB>O=5=. k 8?A20B B01;8G=8 <5B040==8 " % { T M T y p e / } " , >15:B: " % { T M N a m e / } " 70 I M B I " % { I M B I T y p e / } " , >15:B: " % { I M B I N a m e / } " . v ><0=40B0 U p g r a d e =0 ?@07=0 1070 40==8 % { D B N a m e / } =5 <>65 40 AJ4J@60 =8:0:28 @54>25 2 =01>@ @54>25 % { R o w s e t T y p e / } . � 73;5640, G5 1070B0 A <5B040==8 5 =5AJ>B25BAB20I0. B:@8B0 5 ?@5?@0B:0 :J< >15:B % { t y p e n a m e / } A % { i d / } , => >15:BJB =5 <>65 40 1J45 >B:@8B. � !2>9AB2>B> S t o r a g e E n g i n e U s e d =5 <>65 40 1J45 704045=> =0 T a b u l a r M e t a d a t a 70 1070B0 40==8 % { D B N a m e / } , BJ9 :0B> DC=:F8OB0 5 701@0=5=0. PA� T h e t r a n s l a t i o n f o r c u l t u r e ' % { c u l t u r e / } ' r e f e r e n c e s a n o b j e c t o f t y p e ' % { t y p e n a m e / } ' w i t h I D % I 6 4 u { i d / } b u t t h a t o b j e c t c a n n o t b e f o u n d . w @52>4JB 70 :C;BC@0B0 % { c u l t u r e / } ?@5?@0I0 :J< >15:B >B B8?0 % { t y p e n a m e / } A 8<5 % { n a m e / } , => B>78 >15:B 5 87B@8B. � @52>4 70 :C;BC@0 % { c u l t u r e / } 5 45D8=8@0= 70 A2>9AB2> % { p r o p / } 8 >15:B0 >B B8? % { t y p e n a m e / } A 8<5 % { n a m e / } , => B>20 A2>9AB2> 5 =520;84=> 70 B>78 B8? >15:B. � @52>4JB 70 >15:B0 >B B8? % { t y p e n a m e / } A 8<5 % { n a m e / } 70 :C;BC@0 % { c u l t u r e / } =5 C:0720 A2>9AB2>. #:065B5 :>5 A2>9AB2> =0 B>78 >15:B A5 ?@525640 ( =0?@8<5@ 8<5, >?8A0=85) . � 5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] 5 A <=>65AB2> T O e n d , 704045=> =0 M a n y . =>65AB2>B> T O e n d B@O120 28=038 40 5 704045=> =0 O n e . � 5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] 5 >B =520;845= B8?. "8?JB B@O120 28=038 40 5 704045= =0 S i n g l e C o l u m n . B R e l a t i o n s h i p ' % { r e l n a m e / } ' u s e s a n i n v a l i d t a b l e I D % I 6 4 u { t a b l e / } . ` 5;0F8OB0 % { r e l n a m e / } 87?>;720 =0 :>;>=0, :>OB> =5 ?@8=04;568 =0 B01;8F0B0 >B B078 @5;0F8O. � !2>9AB2>B> S t o r a g e E n g i n e M o d e =0 1070B0 40==8 % { n a m e / } =5 <>65 40 A5 704045 =0 T a b u l a r M e t a d a t a , BJ9 :0B> =82>B> =0 AJ2<5AB8<>AB =0 1070B0 40==8 5 % d { d b C o m p a t L e v e l / } , 0 <8=8<0;=>B> =82> =0 AJ2<5AB8<>AB 70 B01;8G=8B5 <5B040==8 5 % d { m i n T a b u l a r C o m p a t L e v e l / } . � 15:BJB % { T M T y p e / } =0 B01;8G=8B5 40==8: % { T M N a m e / } =5 AJ2?040 A :>9B> 8 40 5 >15:B % { U D M T y p e / } >B >15:B % { U D M P a r e n t T y p e / } =0 U D M A % { P a r e n t I D / } . k 15:B L i n g u i s t i c M e t a d a t a ?@5?@0I0 :J< >15:B C u l t u r e A % I 6 4 u { i d / } , => B>78 >15:B =5 <>65 40 1J45 =0<5@5=. Z 15:B L i n g u i s t i c M e t a d a t a ?@5?@0I0 :J< >15:B C u l t u r e % { c u l t u r e / } , => B>78 >15:B 5 87B@8B. Z !2>9AB2>B> 70 AJ4J@60=85 =0 >15:B0 L i n g u i s t i c M e t a d a t a 70 :C;BC@0B0 % { c u l t u r e / } 5 ?@07=>. Y C;BC@0B0 % { c u l t u r e / } 8 AJ?>AB02O=5B> % { c o l l a t i o n / } A0 =520;84=8 8;8 =5 A5 ?>44J@60B. PA� 5;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 704045=> A2>9AB2>B> D a t a S o u r c e I D , :>5B> 5 20;84=> A0<> 70 4O;>25 >B B8? Q u e r y . g 5;JB =0 70O2:0 % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } B@O120 40 8<0 704045=> A2>9AB2>B> D a t a S o u r c e I D . � 5;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 704045=> A2>9AB2>B> Q u e r y D e f i n i t i o n , :>5B> =5 5 20;84=> 70 4O;>25 157 87B>G=8:. b 5;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 A2>9AB2>B> T y p e , 704045=> =0 =520;84=0 AB>9=>AB. L &5;528OB 4O; B@O120 40 A5 C:065 A0<> A 8;8 A 8<5 =0 B01;8F0 8 8<5 =0 4O;. � 5;JB 87B>G=8: % { S o u r c e P a r t i t i o n N a m e / } >B B01;8F0 % { S o u r c e T a b l e N a m e / } B@O120 40 5 2 AJI0B0 B01;8F0 :0B> F5;528O 4O;: % { T a r g e t T a b l e N a m e / } . | &5;528OB 4O; 70 >1548=O20=5 =0 4O;>25 % { P a r t i t i o n N a m e / } >B B01;8F0 % { T a b l e N a m e / } =5 <>65 40 5 =O:>9 >B 87E>4=8B5 4O;>25. E O<0 C:070=8 87E>4=8 4O;>25 70 >1548=O20=5 =0 4O;>25 2 =01>@0 @54>25. o 5;JB % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 8<0 =520;845= M o d e . O;>25 >B B>78 B8? B@O120 40 A0 2 @568< I m p o r t . _ 0==8 B8? V a r i a n t A0 704045=8 70 :>;>=0: % { c o l u m n / } . >;>=8B5 =5 ?>44J@60B 40==8 B8? V a r i a n t . � !B>9=>ABB0 =0 D e f a u l t M o d e =0 <>45; % { m o d e l / } 5 =520;84=0, 20;84=8B5 AB>9=>AB8 =0 D e f a u l t M o d e B@O120 40 A0 8;8 I m p o r t , 8;8 D i r e c t Q u e r y . !O;>25, :>8B> AJ4J@60B ?J;=8 =01>@8 >B 40==8 ( =5 87204:8 >B 40==8) , B@O120 40 1J40B :>=D83C@8@0=8 70 D i r e c t Q u e r y 8 F u l l D a t a V i e w s 8;8 40 87?>;720B @568< 70 70O2:0 I m p o r t 70 872;8G0=5 =0 40==8. 73;5640 B>78 <>45; AJ4J@60 4O;>25, :>8B> A0 =5AJ2<5AB8<8. @>25@5B5 :>=D83C@0F8OB0 =0 4O;>25B5. � B:@8B> 5 =5>G0:20=> =5AJ>B25BAB285 ?@8 70@5640=5B> =0 <>45;0 40==8. >;>=0B0 % { c o l n a m e / } 2 B01;8F0 % { t a b l e / } =5 <>65 40 1J45 =0=5A5=0 2 <=>3>87<5@=0B0 AE5<0. � >45;JB 40==8 =5 <>65 40 A5 70@548, BJ9 :0B> 2J7=8:=0 3@5H:0 ?@8 >?8B 70 70O2:0 2 ?>;5B> % { f i e l d n a m e / } 2 B01;8F0 D B P R O P E R T I E S . � >45;JB 40==8 =5 <>65 40 A5 70@548 70@048 =5AJ>B25BAB285 2J2 25@A88B5 =0 AE5<8B5 A <5B040==8. >A;54=0B0 8725AB=0 25@A8O =0 AE5<0B0 ( % { l a s t v e r / } ) =5 <>65 40 1J45 ?>- 3>;O<0 >B =0AB>OI0B0 AE5<0 =0 25@A8OB0 ( % { c u r v e r / } ) . � >45;JB 40==8 =5 <>65 40 A5 70@548 70@048 =520;84=0 AB>9=>AB 70 871@>O20=5 % { e n u m V a l u e / } 70 G;5= % { m e m b e r N a m e / } 2 >15:B % { o b j e c t N a m e / } A % { o b j e c t I d / } . PAO ">78 87@07 ?@5?@0I0 :J< >15:B % { t y p e / } A 8<5 % { l a b e l / } , :>9B> AJ4J@60 3@5H:0. � >;>=0B0, ?@5?@0B5=0 >B P e r s p e c t i v e C o l u m n % { p e r s p c o l u m n / } 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } , =5 <>65 40 A5 ?@><5=O. @><O=0B0 =0 ?@5?@0B5=8O >15:B =5 5 @07@5H5=0 A;54 AJ74020=5B> =0 >15:B0. � O@:0B0, ?@5?@0B5=0 >B P e r s p e c t i v e M e a s u r e % { p e r s p m e a s u r e / } 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820 % { p e r s p / } , =5 <>65 40 A5 ?@><5=O. @><O=0B0 =0 ?@5?@0B5=8O >15:B =5 5 @07@5H5=0 A;54 AJ74020=5B> =0 >15:B0. � 5@0@E8OB0, ?@5?@0B5=0 >B P e r s p e c t i v e H i e r a r c h y % { p e r s p h i e r a r c h y / } 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820 % { p e r s p / } , =5 <>65 40 A5 ?@><5=O. @><O=0B0 =0 ?@5?@0B5=8O >15:B =5 5 @07@5H5=0 A;54 AJ74020=5B> =0 >15:B0. � P e r s p e c t i v e C o l u m n 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< :>;>=0 % { p e r s p c o l u m n / } 2 B01;8F0 % { p e r s p t a b l e / } , => ?@8=04;568 :J< P e r s p e c t i v e T a b l e , :>OB> ?@5?@0I0 :J< @07;8G=0 B01;8F0 % { p e r s p t a b l e p a r e n t / } . � P e r s p e c t i v e M e a s u r e 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< <O@:0B0 % { p e r s p m e a s u r e / } 2 B01;8F0B0 % { p e r s p t a b l e / } , => ?@8=04;568 :J< P e r s p e c t i v e T a b l e , :>OB> ?@5?@0I0 :J< @07;8G=0 B01;8F0 % { p e r s p t a b l e p a r e n t / } . � P e r s p e c t i v e H i e r a r c h y 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< 95@0@E8OB0 % { p e r s p h i e r a r c h y / } 2 B01;8F0B0 % { p e r s p t a b l e / } , => ?@8=04;568 :J< P e r s p e c t i v e T a b l e , :>OB> ?@5?@0I0 :J< 4@C30 B01;8F0 % { p e r s p t a b l e p a r e n t / } . N P e r s p e c t i v e T a b l e 2 ?5@A?5:B820B0 % { p e r s p / } ;8?A20 ?@5?@0B:0 :J< B01;8F0B0. c A P e r s p e c t i v e T a b l e i n p e r s p e c t i v e ' % { p e r s p / } ' r e f e r s t o a n i n v a l i d t a b l e w i t h I D ' % I 6 4 u { t a b l e I D / } ' . d P e r s p e c t i v e T a b l e 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< B01;8F0 % { t a b l e / } , :>OB> 5 18;0 87B@8B0. i P e r s p e c t i v e C o l u m n 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820 % { p e r s p / } ;8?A20 ?@5?@0B:0 :J< :>;>=0B0. } A P e r s p e c t i v e C o l u m n i n t a b l e ' % { p e r s p t a b l e / } ' i n p e r s p e c t i v e ' % { p e r s p / } ' r e f e r s t o a n i n v a l i d c o l u m n w i t h I D ' % I 6 4 u { c o l I D / } ' . � P e r s p e c t i v e C o l u m n 2 B01;8F0 % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< :>;>=0 % { c o l u m n / } , :>OB> 5 18;0 87B@8B0. p P e r s p e c t i v e H i e r a r c h y 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } ;8?A20 ?@5?@0B:0 :J< 95@0@E8OB0. � A P e r s p e c t i v e H i e r a r c h y i n t a b l e ' % { p e r s p t a b l e / } ' i n p e r s p e c t i v e ' % { p e r s p / } ' r e f e r s t o a n i n v a l i d h i e r a r c h y w i t h I D ' % I 6 4 u { h i e r I D / } ' . � P e r s p e c t i v e H i e r a r c h y 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< 95@0@E8O % { h i e r / } , :>OB> 5 18;0 87B@8B0. PAk P e r s p e c t i v e M e a s u r e 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } ;8?A20 ?@5?@0B:0 :J< <O@:0B0. � A P e r s p e c t i v e M e a s u r e i n t a b l e ' % { p e r s p t a b l e / } ' i n p e r s p e c t i v e ' % { p e r s p / } ' r e f e r s t o a n i n v a l i d m e a s u r e w i t h I D ' % I 6 4 u { m e a s u r e I D / } ' . � P e r s p e c t i v e M e a s u r e 2 B01;8F0B0 % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } ?@5?@0I0 :J< <O@:0 % { m e a s u r e / } , :>OB> 5 18;0 87B@8B0. � "01;8F0B0, :J< :>OB> ?@5?@0I0 >15:BJB P e r s p e c t i v e T a b l e % { p e r s p t a b l e / } 2 ?5@A?5:B820B0 % { p e r s p / } , =5 <>65 40 A5 ?@><5=O. @><O=0B0 =0 ?@5?@0B5=8O >15:B =5 5 @07@5H5=0 A;54 AJ74020=5B> =0 >15:B0. ~ 15:BJB % { n a m e / } =0 R o l e M e m b e r s h i p =5 <>65 40 A5 ?@><5=O. 15:B8B5 =0 R o l e M e m b e r s h i p <>30B A0<> 40 A5 AJ74020B 8;8 87B@820B. � 54>AB0BJG=8 @07@5H5=8O 70 872J@H20=5 =0 T a b u l a r U p g r a d e 2 1070B0 40==8 % { D B N a m e / } . 7?J;=5=85B> =0 :><0=40B0 T a b u l a r U p g r a d e 878A:20 @07@5H5=8O =0 04<8=8AB@0B>@ =0 AJ@2J@0. M 15:B T a b l e P e r m i s s i o n 2 @>;OB0 % { r o l e / } =5 AJ4J@60 ?@5?@0B:0 :J< B01;8F0B0. a A T a b l e P e r m i s s i o n o b j e c t i n r o l e ' % { r o l e / } ' r e f e r s t o a n i n v a l i d t a b l e w i t h I D ' % I 6 4 u { t a b l e I D / } ' . a 15:B T a b l e P e r m i s s i o n 2 @>;OB0 % { r o l e / } ?@5?@0I0 :J< B01;8F0 % { t a b l e / } , :>OB> 5 18;0 87B@8B0. � >2>AJ74045=8OB >15:B W i n d o w s R o l e M e m b e r s h i p 2 @>;OB0 % { r o l e / } =O<0 AB>9=>AB, 704045=0 70 M e m b e r N a m e 8;8 M e m b e r I D . M e m b e r N a m e 8;8 M e m b e r I D 8;8 8 425B5 B@O120 40 1J40B 704045=8 ?@8 AJ74020=5 =0 >15:B W i n d o w s R o l e M e m b e r s h i p . � >2>AJ74045=8OB >15:B E x t e r n a l R o l e M e m b e r s h i p 2 @>;OB0 % { r o l e / } 70 4>AB02G8: % { p r o v i d e r / } =O<0 AB>9=>AB, 704045=0 70 M e m b e r I D . M e m b e r I D B@O120 40 A5 704045 ?@8 AJ74020=5 =0 >15:B E x t e r n a l R o l e M e m b e r s h i p . � 070B0 40==8 T a b u l a r % { D B N a m e / } 5 =5AJ>B25BAB20I0 8 =5 <>65 40 A5 >AJI5AB28 4>ABJ? 4> =5O. 7B@89B5 O 8 O AJ7409B5 >B=>2> 8;8 O 2J7AB0=>25B5 >B 20;84=> 0@E82=> :>?85. r 0@80F8O % { v a r i a t i o n / } B@O120 40 8<0 ?>A>G5=0 R e l a t i o n s h i p , 95@0@E8O ?> ?>4@0718@0=5 8;8 :>;>=0 ?> ?>4@0718@0=5. ^ 0@80F8O % { v a r i a t i o n / } =5 <>65 40 8<0 54=>2@5<5==> C:070=8 D e f a u l t H i e r a r c h y 8 D e f a u l t C o l u m n . t 0@80F8O ?> ?>4@0718@0=5 % { v a r i a t i o n / } B@O120 40 8<0 ?>A>G5=0 95@0@E8O ?> ?>4@0718@0=5 8;8 :>;>=0 ?> ?>4@0718@0=5. PAo 5;0F8OB0 70 20@80F8O % { v a r i a t i o n / } B@O120 40 1J45 45D8=8@0=0 =0 B5:CI0B0 B01;8F0, :>30B> 5 ?>A>G5=0 @5;0F8O. � 5@0@E8OB0 ?> ?>4@0718@0=5 =0 20@80F8O % { v a r i a t i o n / } B@O120 40 1J45 =0 :@0O =0 @5;0F8OB0 P r i m a r y K e y , :>30B> 8 425B5 A0 ?>A>G5=8. � >;>=0B0 ?> ?>4@0718@0=5 =0 20@80F8O % { v a r i a t i o n / } B@O120 40 1J45 =0 :@0O =0 @5;0F8OB0 P r i m a r y K e y , :>30B> A2>9AB20B0 D e f a u l t C o l u m n 8 R e l a t i o n s h i p A0 ?>A>G5=8 70 >15:B0 V a r i a t i o n . � 5@0@E8OB0 ?> ?>4@0718@0=5 =0 20@80F8O % { v a r i a t i o n / } B@O120 40 1J45 45D8=8@0=0 =0 B5:CI0B0 B01;8F0, :>30B> @5;0F8OB0 =5 5 ?>A>G5=0. � >;>=0B0 ?> ?>4@0718@0=5 =0 20@80F8O % { v a r i a t i o n / } B@O120 40 1J45 45D8=8@0=0 =0 B5:CI0B0 B01;8F0, :>30B> @5;0F8OB0 =5 5 ?>A>G5=0. � O:>;:> >15:B0 V a r i a t i o n 70 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { c o l u m n / } A0 >B15;O70=8 :0B> I s D e f a u l t . 715@5B5 548= >15:B V a r i a t i o n :0B> 20@80F8O ?> ?>4@0718@0=5. � !2>9AB2>B> D a t a T y p e =0 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } =5 <>65 40 1J45 ?@><5=5=> >B B i n a r y =0 n o n - B i n a r y 8;8 >1@0B=>B>. m 1I8OB 1@>9 =0 :>;>=8B5 2 <>45;0 5 % l d { N u m b e r O f C o l u m n s / } , :>5B> =0428H020 ;8<8B0 >B % l d { M a x N u m b e r O f C o l u m n s / } . X :>;>=0 % { c o l u m n / } 2 87G8A;O5<0B0 B01;8F0 % { t a b l e / } ;8?A20 A2>9AB2>B> S o u r c e C o l u m n . � >;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 8<0 704045=> I n f e r r e d N a m e , A0<> :>;>=8 >B 87G8A;O5<0 B01;8F0 <>30B 40 8<0B >G0:20=8 8<5=0. � J S O N D D L <>65 40 A5 87?J;=8 A0<> A?@O<> 1078 40==8 A =82> =0 AJ2<5AB8<>AB 1 2 0 0 8;8 ?>- 28A>:>. &5;520B0 1070 40==8 70 B5:CI0B0 70O2:0 J S O N D D L : % { d a t a b a s e / } 8<0 =82> =0 AJ2<5AB8<>AB: % { c o m p a t / } . � 70O2:0B0 15H5 704045=> 2J=H=> >12J@720=5, => F5;B0 <C =5 5 20;845= >15:B. #:070=8OB B@O120 40 1J45 20;845= >15:B =0 B01;8F0, 4O; 8;8 <>45;. y "01;8F0, :>OB> 8<0 4O;>25, 87?>;720I8 @568< I m p o r t 8 ?J;5= D a t a V i e w , =5 <>65 40 8<0 4O;>25, 87?>;720I8 ?@8<5@5= D a t a V i e w . � AO:0 B01;8F0 B@O120 40 AJ4J@60 ?>=5 548= 4O; 2 ?J;=8O D a t a V i e w . "01;8F0B0 % { t a b l e / } =5 AJ4J@60 4O;, :>9B> 87?>;720 ?J;5= D a t a V i e w . 0 40 ?@>4J;68B5, :>=D83C@8@09B5 ?>=5 548= 4O;, 70 40 87?>;720B5 ?J;5= D a t a V i e w . � 568<JB =0 70O2:0 =0 4045= 4O; B@O120 40 5 548= >B A;54=8B5: I m p o r t , D i r e c t Q u e r y 8;8 D e f a u l t . 5;JB % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 8<0 @568< =0 70O2:0, 704045= =0 P u s h . @><5=5B5 @568<0 =0 70O2:0 =0 20;84=0 AB>9=>AB. � O;>25B5 D i r e c t Q u e r y =5 A0 @07@5H5=8 2 % { t a b l e / } , 70I>B> 8<0 @5;0F8O d a t e t i m e - t o - d a t e A 4@C30 B01;8F0. 568<JB =0 70O2:0 =0 B01;8F0, :>OB> 8<0 B>78 B8? @5;0F8O, B@O120 40 5 704045= =0 I m p o r t . -"01;8F0, :>OB> 8<0 4O;>25, 87?>;720I8 @568< D i r e c t Q u e r y 8 ?J;5= D a t a V i e w , <>65 40 8<0 A0<> 548= 4O; 2 @568< D i r e c t Q u e r y . B>78 <>45; B01;8F0 % { t a b l e / } 5 A =520;84=8 =0AB@>9:8 =0 4O;. >65 40 A5 =0;>68 40 A;55B5 8;8 87B@85B5 4O;>25, B0:0 G5 40 8<0 A0<> 548= 4O; 2 @568< D i r e c t Q u e r y A ?J;5= D a t a V i e w . l A8G:8 4O;>25, 87?>;720I8 @568< D i r e c t Q u e r y A ?J;5= D a t a V i e w , B@O120 40 70O2OB 548= 8 AJI 87B>G=8: =0 40==8. � A8G:8 4O;>25, 1078@0=8 =0 ?@8<5@5= D a t a V i e w , B@O120 40 87?>;720B @568<0 =0 70O2:0 I m p o r t 70 ?>;CG020=5 =0 40==8. 5;JB % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 87?>;720 =520;845= @568< =0 70O2:0. Y 7B>G=8:JB =0 40==8 % { d s n a m e / } 2 1070B0 40==8 =5 15H5 C:070= 2 :><0=40B0 70 =04AB@>9:0. � 5;0F8OB0 <564C :>;>=0 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 :>;>=0 % { t o T a b l e / } [ % { t o C o l u m n / } ] =5 <>65 40 8<0 S e c u r i t y F i l t e r B e h a v i o r , 704045=> =0 B o t h D i r e c t i o n s , :>30B> C r o s s F i l t e r B e h a v i o r 5 704045=> =0 O n e D i r e c t i o n . _ 2C?>A>G=>B> :@JAB>A0=> D8;B@8@0=5 70 70I8B0 =0 =82>B> =0 @540 =5 5 @07@5H5=> 70 B5:CI8O <>45;. � 5;0F8OB0 <564C :>;>=0 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 :>;>=0 % { t o T a b l e / } [ % { t o C o l u m n / } ] =5 <>65 40 8<0 S e c u r i t y F i l t e r B e h a v i o r , 704045=> =0 B o t h D i r e c t i o n s , :>30B> @5;0F8OB0 =5 5 704045=0 =0 0:B82=0. � C;BC@0B0 % { c u l t u r e / } 8<0 ?>25G5 >B 548= 45D8=8@0= ?@52>4 =0 >15:B 70 >15:B0 A : % l u { o b j e c t I D / } 8 O b j e c t T y p e : % d { o b j e c t T y p e / } 70 AJI>B> ?@52545=> A2>9AB2>: % d { p r o p e r t y T y p e / } . � "01;8F0B0 % { t a b l e / } 25G5 8<0 @5;0F8O, ?@8 :>OB> ?>2545=85B> =0 D8;BJ@0 70 70I8B0 5 =0AB@>5=> =0 B o t h . !0<> 54=0 @5;0F8O A B078 =0AB@>9:0 5 ?>72>;5=0 =0 B01;8F0. � "01;8F0B0 % { t a b l e / } 5 :>=D83C@8@0=0 70 =8A:> =82> =0 70I8B0, 2J256409:8 >3@0=8G5=8O 70 =0G8=0 =0 C:0720=5 =0 D8;B@8B5 70 70I8B0. >2545=85B> =0 D8;B@8B5 70 70I8B0 70 @5;0F8O % { r e l a t i o n s h i p / } =5 <>65 40 1J45 =0AB@>5=> =0 B o t h . y A V a r i a t i o n o b j e c t ' % { v a r i a t i o n / } ' i n C o l u m n ' % { c o l u m n / } ' r e f e r s t o a n i n v a l i d % { o b j e c t T y p e / } w i t h I D ' % I 6 4 u { o b j e c t I D / } ' . � 15:B V a r i a t i o n % { v a r i a t i o n / } 2 :>;>=0 % { c o l u m n / } ?@5?@0I0 :J< >15:B % { o b j e c t N a m e / } >B B8? % { o b j e c t T y p e / } , :>9B> 5 87B@8B. m "01;8F0B0 % { t a b l e / } AJ4J@60 :>;>=0 8 % { o b j e c t t y p e / } AJA AJI>B> 8<5 % { n a m e / } . @58<5=C209B5 =O:>5 >B BOE. � 15:B V a r i a t i o n % { v a r i a t i o n / } 2 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } B@O120 40 8<0 C:070=0 @5;0F8O, :>30B> =>B0F8OB0 70 20@80F88 5 @07@5H5=0. � "01;8F0B0 % { t a b l e / } B@O120 40 8<0 A2>9AB2> S h o w A s V a r i a t i o n s O n l y , 704045=> =0 1 , BJ9 :0B> 5 F5; =0 20@80F8O % { v a r i a t i o n / } 70 :>;>=0 % { v a r i a t i o n C o l u m n / } 2 B01;8F0 % { v a r i a t i o n T a b l e / } , :>30B> =>B0F8OB0 70 20@80F88 5 @07@5H5=0. 0@80F8OB0 % { v a r i a t i o n 1 / } 70 :>;>=0 % { v a r i a t i o n 1 C o l u m n / } 2 B01;8F0 % { v a r i a t i o n 1 T a b l e / } 8 20@80F8OB0 % { v a r i a t i o n 2 / } 70 :>;>=0 % { v a r i a t i o n 2 C o l u m n / } 2 B01;8F0 % { v a r i a t i o n 2 T a b l e / } A>G0B :J< B01;8F0B0 % { t a b l e / } , => A0<> 54=0 A5 4>?CA:0, :>30B> =>B0F8OB0 70 20@80F88 5 @07@5H5=0. � "01;8F0B0 % { t a b l e / } AJA A2>9AB2> S h o w A s V a r i a t i o n s O n l y , 704045=> =0 1 , B@O120 40 5 F5; =0 20@80F8O, :>30B> =>B0F8OB0 70 20@80F88 5 @07@5H5=0. u >;>=0B0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } <>65 40 8<0 A0<> 54=0 20@80F8O, :>30B> =>B0F8OB0 70 20@80F88 5 @07@5H5=0. � 0@80F8OB0 % { v a r i a t i o n / } 70 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } B@O120 40 8<0 D;03 I s D e f a u l t , 704045= =0 t r u e , :>30B> =>B0F8OB0 70 20@80F88 5 @07@5H5=0. � P e r s p e c t i v e S e t % { p e r s p / } ?@5?@0I0 :J< =01>@ % { p e r s p s e t / } 2 B01;8F0 % { p e r s p t a b l e / } , => ?@8=04;568 :J< P e r s p e c t i v e T a b l e , :>OB> ?@5?@0I0 :J< @07;8G=0 B01;8F0 % { p e r s p t a b l e p a r e n t / } . � 01>@JB, :J< :>9B> ?@5?@0I0 P e r s p e c t i v e S e t % { p e r s p s e t / } 2 B01;8F0 % { p e r s p t a b l e / } 2 ?5@A?5:B820 % { p e r s p e c t i v e / } , =5 <>65 40 1J45 ?@><5=O=. @><O=0B0 =0 ?@5?@0B5=8O >15:B =5 5 @07@5H5=0 A;54 AJ74020=5B> =0 >15:B0. e P e r s p e c t i v e S e t 2 B01;8F0 % { p e r s p t a b l e / } 2 ?5@A?5:B820 % { p e r s p / } 8<0 ;8?A20I0 ?@5?@0B:0 :J< =01>@. w A P e r s p e c t i v e S e t i n t a b l e ' % { p e r s p t a b l e / } ' i n p e r s p e c t i v e ' % { p e r s p / } ' r e f e r s t o a n i n v a l i d s e t w i t h I D ' % I 6 4 u { s e t I D / } ' . u P e r s p e c t i v e S e t 2 B01;8F0 % { p e r s p t a b l e / } 2 ?5@A?5:B820 % { p e r s p / } ?@5?@0I0 :J< =01>@ % { s e t / } , :>9B> 5 18; 87B@8B. 3 $C=:F8OB0 70 =01>@ =5 5 @07@5H5=0 70 B5:CI8O <>45;. � 5CA?5H=> 4>102O=5 =0 % { n e w o b j e c t t y p e / } A 8<5B> % { n a m e / } , BJ9 :0B> % { e x i s t i n g o b j e c t t y p e / } AJA AJI>B> 8<5 25G5 AJI5AB2C20 2 <>45;0 % { p a r e n t n a m e / } . J !2>9AB2>B> K i n d =0 87@07 % { e x p r e s s i o n / } 5 704045=> A =520;84=0 AB>9=>AB. M !2>9AB2>B> K i n d =0 87@07 % { e x p r e s s i o n / } 5 704045=> A =5?>44J@60=0 AB>9=>AB. � 15:B T a b l e P e r m i s s i o n 2 @>;OB0 % { r o l e / } , :>9B> ?@5?@0I0 :J< B01;8F0 % { t a b l e / } , 87?>;720 A2>9AB2>B> M e t a d a t a P e r m i s s i o n , :>5B> 5 @575@28@0=> 70 1J45I0 C?>B@510. PA� $C=:F8OB0 70 D e t a i l R o w s E x p r e s s i o n / D e f a u l t D e t a i l R o w s E x p r e s s i o n =5 5 @07@5H5=0. "01;8F0B0 % { t a b l e / } 87?>;720 54=> >B B578 A2>9AB20, => B5 A0 70?075=8 70 1J45I> 87?>;720=5. � 15:B T a b l e P e r m i s s i o n 2 @>;OB0 % { r o l e / } , :>9B> ?@5?@0I0 :J< B01;8F0 % { t a b l e / } , 87?>;720 A2>9AB2>B> M e t a d a t a P e r m i s s i o n , :>5B> =5 5 ?>72>;5=> 70 @>;8 =0 a d m i n , r e f r e s h 8;8 r e a d - r e f r e s h . ] >;OB0 % { r o l e / } 5 @>;O =0 r e f r e s h 8 A;54>20B5;=> =5 ?>72>;O20 >15:B8 T a b l e P e r m i s s i o n 2 =5O. c >;OB0 % { r o l e / } 5 @>;O =0 a d m i n i s t r a t o r 8 A;54>20B5;=> =5 ?>72>;O20 >15:B8 T a b l e P e r m i s s i o n 2 =5O. � @8=04;568B5 =0 @>;O =0 R e a d 8 @>;O =0 R e f r e s h / R e a d R e f r e s h , => B>20 =5 A5 ?>44J@60, :>30B> 5 :><18=8@0=> AJA 70I8B0 =0 =82> >15:B. !2J@65B5 A5 A 04<8=8AB@0B>@0 =0 20H0B0 1070 40==8. � A c o l u m n ' % I 6 4 u { c o l u m n I D / } ' o f a C o l u m n P e r m i s s i o n o b j e c t b e l o n g s t o a t a b l e ' % I 6 4 u { c o l u m n T a b l e I D / } ' , w h i c h i s d i f f e r e n t f r o m a t a b l e ' % I 6 4 u { t a b l e P e r m i s s i o n T a b l e I D / } ' r e f e r r e d t o b y t h e c o r r e s p o n d i n g T a b l e P e r m i s s i o n o b j e c t . 7 >15:B C o l u m n P e r m i s s i o n ;8?A20 ?@5?@0B:0B0 :J< :>;>=0. Q A C o l u m n P e r m i s s i o n o b j e c t r e f e r s t o a n i n v a l i d c o l u m n w i t h I D ' % I 6 4 u { c o l u m n I D / } ' . N 15:B C o l u m n P e r m i s s i o n ?@5?@0I0 :J< :>;>=0 % { c o l u m n / } , :>OB> 5 18;0 87B@8B0. � 15:B C o l u m n P e r m i s s i o n , :>9B> ?@5?@0I0 :J< :>;>=0 % { c o l u m n / } , 87?>;720 A2>9AB2>B> M e t a d a t a P e r m i s s i o n , :>5B> 5 @575@28@0=> 70 1J45I0 C?>B@510. � 15:B C o l u m n P e r m i s s i o n 2 T a b l e P e r m i s s i o n % { r o l e / } [ % { t a b l e / } ] , :>9B> ?@5?@0I0 :J< :>;>=0 % { c o l u m n / } , 87?>;720 A2>9AB2>B> M e t a d a t a P e r m i s s i o n , :>5B> =5 5 ?>72>;5=> 70 @>;8 =0 a d m i n , r e f r e s h 8;8 r e a d - r e f r e s h . � 15:BJB C o l u m n P e r m i s s i o n , :>9B> ?@5?@0I0 :J< :>;>=0 % { c o l u m n / } , =5 <>65 40 5 ?>- <0;:> >3@0=8G8B5;5= >B AJ>B25BAB20I8O <C >15:B T a b l e P e r m i s s i o n , :>9B> ?@5?@0I0 :J< B01;8F0 % { t a b l e / } . � I m p e r s o n a t i o n I n f o 70 87B>G=8:0 =0 40==8 % { D a t a s o u r c e / } 5 A I m p e r s o n a t i o n M o d e , 704045= =0 D e f a u l t , :>5B> =5 5 20;84=0 AB>9=>AB. � I m p e r s o n a t i o n I n f o 70 87B>G=8:0 =0 40==8 % { D a t a s o u r c e / } 8<0 I m p e r s o n a t i o n M o d e , @07;8G5= >B D e f a u l t . !0<> @568< =0 2J?;JI020=5 D e f a u l t A5 ?>44J@60 70 AB@C:BC@8@0=8 87B>G=8F8 =0 40==8. � !2>9AB20B0 C o n n e c t i o n S t r i n g , A c c o u n t 8;8 P a s s w o r d =5 <>30B 40 1J40B >?@545;5=8 70 87B>G=8: =0 40==8 % { D a t a s o u r c e / } , :>9B> 8<0 284 S t r u c t u r e d . � !2>9AB20B0 C o n n e c t i o n D e t a i l s , C o n t e x t E x p r e s s i o n , C r e d e n t i a l 8;8 O p t i o n s =5 <>30B 40 1J40B C:070=8 70 87B>G=8: =0 40==8 % { D a t a s o u r c e / } , :>9B> 8<0 B8? P r o v i d e r . PA` 7B>G=8:JB =0 40==8 % { D a t a s o u r c e / } 8<0 B8?, 704045= =0 % d { t y p e / } , :>9B> =5 5 20;84=0 AB>9=>AB. K !2>9AB2>B> C o n n e c t i o n D e t a i l s ;8?A20 70 87B>G=8:0 =0 40==8 % { D a t a s o u r c e / } . D !2>9AB2>B> C r e d e n t i a l ;8?A20 70 87B>G=8:0 =0 40==8 % { D a t a s o u r c e / } . h 7@07JB % { e x p r e s s i o n / } 8<0 A2>9AB2>B> E x p r e s s i o n , 704045=> =0 ?@075= =87, :>5B> =5 5 20;84=0 AB>9=>AB. � O;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 A2>9AB2>B> Q u e r y D e f i n i t i o n , 704045=> =0 ?@075= =87, :>5B> =5 5 20;84=0 AB>9=>AB. u 5;JB % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 8<0 =520;845= M o d e . O;>25 >B B8? >15:B B@O120 40 A0 2 @568< D i r e c t Q u e r y . � O;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 A2>9AB2>B> Q u e r y D e f i n i t i o n , 704045=> =0 ?@075= =87, :>5B> =5 5 20;84=0 AB>9=>AB. S 15:B =0 C o l u m n P e r m i s s i o n ?@5?@0I0 :J< :>;>=0 70 =><5@ =0 @54. ">20 =5 A5 ?>44J@60. < D i r e c t Q u e r y 1 4 0 0 =5 ?>44J@60 C:070=8O 284 87B>G=8: =0 40==8. P 5CA?5H=> ?@5>1@07C20=5 =0 548= 8;8 =O:>;:> M 4O;0 2 >A=>2=8 70O2:8 =0 87B>G=8:. B C o n t e x t E x p r e s s i o n =5 <>65 40 A5 87?>;720 2 @568< D i r e c t Q u e r y 1 4 0 0 . } 5 <>65 40 1J45 87B@8B0 <O@:0B0 % { n a m e / } 2 B01;8F0 % { t a b l e / } , BJ9 :0B> 5 ?@5?@0B5=0 >B <O@:0B0 ?> ?>4@0718@0=5 =0 <>45;0. > @5?@0B:0B0 =0 D e f a u l t M e a s u r e 2 <>45; % { m o d e l / } 5 =520;84=0. � 0B> @57C;B0B >B >3@0=8G5=8OB0 70 <5B040==8 70 @>;O % { r o l e / } , B01;8F0B0 % { t a b l e / } 5 =54>ABJ?=0 >B B01;8F0 % { r o o t T a b l e / } . 5@830B0 =0 @5;0F88B5 :J< B078 B01;8F0 ?@5<8=020 ?@57 70I8B5=0 B01;8F0, :>5B> =5 5 @07@5H5=>. p 5 <>65 40 A5 87B@85 :>;>=0B0 % { g r o u p B y C o l u m n / } , ?>=565 A5 87?>;720 70 3@C?8@0=5 =0 :>;>=0 % { g r o u p e d C o l u m n / } i T h e c o l u m n ' % { g r o u p e d C o l u m n / } ' h a s a n i n v a l i d G r o u p B y C o l u m n r e f e r e n c e s e t t o I D ' % I 6 4 u { g r o u p B y C o l u m n I d / } ' k >;>=0B0 % { g r o u p e d C o l u m n / } A5 3@C?8@0 ?> :>;>=0 % { g r o u p B y C o l u m n / } , :>OB> ?@8=04;568 =0 @07;8G=0 B01;8F0A <5B> =0 @>;OB0 =5 <>65 40 1J45 704045=> =0 * 8;8 S h a r e P o i n t . Q 5;0F8OB0 % { r e l n a m e / } A>G8 :J< :>;>=0 >B B8? =><5@ =0 @54, B>20 =5 5 ?>72>;5=>. B "01;8F0B0 % { t a b l e / } B@O120 40 8<0 0 4O;0, BJ9 :0B> 8<0 0 :>;>=8. � 070B0 40==8 % { d b _ n a m e / } 5 =>20 B01;8G=0 1070 40==8 8 =5 <>65 40 1J45 87<5=5=0 B0:0, G5 40 AJ4J@60 >15:B8 =0 U D M <5B040==8, :0B> :C1>25 8 87<5@5=8O. � 070B0 40==8 % { d b _ n a m e / } 5 =>20 B01;8G=0 1070 40==8 8 =5 <>65 40 1J45 87<5=5=0 B0:0, G5 40 AJ4J@60 >15:B8 =0 U D M <5B040==8, :0B> :C1>25 8 87<5@5=8O. � 070B0 40==8 % { d b _ n a m e / } 15H5 8<?>@B8@0=0 >B P B I X D09;, => =O:>8 >?5@0F88 ?> ?@5>1@07C20=5 B@O120 2A5 ?0: 40 1J40B 702J@H5=8, ?@548 40 <>65 40 A5 87?>;720. !0<> >?5@0F8OB0 R e f r e s h C a l c u l a t e <>65 40 A5 87?J;=O20, 4>:0B> ?@5>1@07C20=5B> 1J45 702J@H5=>. � 5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] =5 <>65 40 1J45 AJ74045=0, BJ9 :0B> B5 =5 A0 >B 548= 8 AJI 87B>G=8: =0 40==8 =0 D i r e c t Q u e r y . � 5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] =5 <>65 40 1J45 AJ74045=0, BJ9 :0B> 54=0B0 5 2 @568< D i r e c t Q u e r y , 0 4@C30B0 5 2 @568< I m p o r t . � 4=> >B :@09=8B5 <=>65AB20 =0 @5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] 5 704045=> =0 N o n e . @09=8B5 <=>65AB20 B@O120 28=038 40 A0 704045=8 =0 O n e / M a n y . � @09=>B> <=>65AB2> F r o m =0 @5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] 5 704045=> =0 O n e . @09=>B> <=>65AB2> F r o m B@O120 28=038 40 5 704045=> =0 M a n y , >A25= 0:> @5;0F8OB0 =5 5 548= :J< 548= . 1@C?0B0 70 87G8A;5=85 % { c a l c u l a t i o n G r o u p N a m e / } AJ4J@60 5;5<5=B =0 87G8A;5=85 % { c a l c u l a t i o n I t e m N a m e / } A =520;84=> @54=> G8A;8B5;=> = % d { c a l c u l a t i o n I t e m O r d i n a l / } . 54=>B> G8A;8B5;=> =0 5;5<5=B0 =0 87G8A;5=85 B@O120 40 5 ?>- 3>;O<> 8;8 @02=> =0 =C;0, :0:B> 8 C=8:0;=> 2 @0<:8B5 =0 3@C?0B0 70 87G8A;5=85. � >45;JB % { m o d e l N a m e / } AJ4J@60 3@C?0 70 87G8A;5=85 % { c a l c u l a t i o n G r o u p N a m e / } A =520;845= ?@8>@8B5B = % d { c a l c u l a t i o n G r o u p P r e c e d e n c e / } . @8>@8B5BJB =0 3@C?0B0 70 87G8A;5=85 B@O120 40 ?>- 3>;O< 8;8 @025= =0 =C;0, :0:B> 8 40 5 C=8:0;5= 2 @0<:8B5 =0 <>45;0. � 15:B A l t e r n a t e O f ?@5?@0I0 54=>2@5<5==> B a s e C o l u m n % { b a s e c o l u m n / } >B B01;8F0 % { b a s e c o l u m n t a b l e / } 8 B a s e T a b l e % { b a s e t a b l e / } , :>5B> =5 A5 ?>72>;O20, BJ9 :0B> A0 2708<=>87:;NG20I8 A5. L 15:B A l t e r n a t e O f b a s e C o l u m n ?@5?@0I0 :J< =520;84=0 :>;>=0 % { b a s e c o l u m n / } . � 15:B A l t e r n a t e O f ?@5?@0I0 :J< B a s e C o l u m n % { b a s e c o l u m n / } >B B01;8F0 % { b a s e c o l u m n t a b l e / } , :J45B> :>;>=0B0 8;8 B01;8F0B0 5 87B@8B0. z 15:B A l t e r n a t e O f b a s e C o l u m n % { b a s e c o l u m n / } B@O120 40 8<0 AJI8O B8? 40==8 :0B> ?@5?@0I0I8O >15:B =0 :>;>=0 % { c o l u m n / } . Y A n A l t e r n a t e O f b a s e T a b l e o b j e c t r e f e r s t o a n i n v a l i d t a b l e w i t h I D ' % I 6 4 u { b a s e t a b l e I D / } ' . J 15:B A l t e r n a t e O f ?@5?@0I0 :J< B a s e T a b l e % { b a s e t a b l e / } , :>OB> 5 87B@8B0. a 15:B A l t e r n a t e O f , :>9B> =5 5 AJA AB>9=>AB N u l l , B@O120 40 ?@5?@0I0 :J< B a s e C o l u m n 8;8 B a s e T a b l e . ( $C=:F8OB0 =0 A l t e r n a t e O f =5 A5 ?>44J@60. [ O;JB % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } =5 5 >B B8? M . !0<> M 4O;>25 A5 ?>44J@60B 2 D Q . t 0@0<5BJ@JB =0 R e f r e s h P o l i c y % { p a r a m e t e r N a m e / } 70 B01;8F0 % { t a b l e / } 8<0 =520;84=0 AB>9=>AB % { p a r a m e t e r V a l u e / } . � 0@0<5BJ@JB R o l l i n g W i n d o w G r a n u l a r i t y =0 R e f r e s h P o l i c y 70 B01;8F0 % { t a b l e / } 8<0 =520;84=0 AB>9=>AB. !B>9=>ABB0 B@O120 40 1J45 ?>- <0;:0 8;8 @02=0 =0 I n c r e m e n t a l G r a n u l a r i t y . � 0@0<5BJ@JB I n c r e m e n t a l W i n d o w =0 R e f r e s h P o l i c y 70 B01;8F0 % { t a b l e / } 8<0 =520;84=0 AB>9=>AB. !B>9=>ABB0 B@O120 40 1J45 ?>- <0;:0 8;8 @02=0 =0 R o l l i n g W i n d o w . { O;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 A2>9AB2>B> G r a n u l a r i t y , 704045=> =0 I n v a l i d , :>5B> =5 5 20;84=0 AB>9=>AB. � 0 4O; % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } :><18=0F8OB0 =0 2@5<528 480?07>= ( 3@0=C;0@=>AB, =0G0;> 8 :@09) =5 5 704045=0 =0 20;84=0 :><18=0F8O >B AB>9=>AB8. 5;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 704045=> A2>9AB2>B> Q u e r y D e f i n i t i o n , :>5B> =5 5 20;84=> ?>;5 70 B>78 B8? 4O;. b O; % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 8<0 A2>9AB2> S t a r t 8;8 E n d , 704045=> A =520;845= D>@<0B. PAV "01;8F0B0 % { t a b l e / } 8<0 =520;84=0 AB>9=>AB 70 R e f r e s h P o l i c y 70 4O;0 % { p a r t i t i o n / } . b "01;8F0 % { t a b l e / } 8<0 42>5= 4O;. 5 <>65 40 8<0 :0:28B> 8 40 5 4@C38 4O;>25 2 ?@8<5@5= D a t a V i e w . _ "01;8F0 % { t a b l e / } 8<0 42>5= 4O;. 5 <>65 40 8<0 :0:28B> 8 40 5 4@C38 4O;>25 2 ?J;5= D a t a V i e w . a O; % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 5 42>5= 4O;. 5 <>65 40 1J45 4O; =0 87G8A;O5<0 B01;8F0. m O; % { p a r t i t i o n / } 2 B01;8F0 % { t a b l e / } 5 >B B8? 87B>G=8: P o l i c y R a n g e , :>9B> =5 ?>44J@60 @568< D i r e c t Q u e r y . k "01;8F0B0 % { t a b l e / } =5 <>65 40 8<0 4O;>25 >B B8?0 P o l i c y R a n g e , A<5A5=8 A 4O;>25 >B 4@C38 @07;8G=8 B8?>25. G 1=>2O20=5B> 2J7 >A=>20 =0 ?@028;0 A5 ?>44J@60 A0<> 2 P o w e r B I P r e m i u m . � J@28G=8OB 87@07 =0 R e f r e s h P o l i c y 2 B01;8F0 % { t a b l e / } 8<0 =520;84=0 AB>9=>AB. J@28G=8OB 87@07 B@O120 40 AJ4J@60 8<5=0 =0 ?0@0<5B@8B5 R a n g e S t a r t 8 R a n g e E n d . w 07@5H5=0 5 A0<> ?@><O=0B0 >B V 1 =0 ?>- 28A>:0 25@A8O =0 87B>G=8:0 =0 40==8 2 P o w e r B I , B5:CI0B0 25@A8O 5 % d { C u r r e n t / } � 01>@8 >B 40==8 =0 P o w e r B I , 87?>;720I8 D>@<0B =0 87B>G=8:0 =0 40==8, 1078@0= =0 M , A5 ?>44J@60B A0<> 2 CA;C38B5 P o w e r B I P r e m i u m . d "01;8F0B0 % { t a b l e / } 87?>;720 DC=:F8OB0 @C?0 70 87G8A;5=85 , :>OB> =5 5 @07@5H5=0 =0 B>78 AJ@2J@. f 15:BJB A l t e r n a t e O f b a s e C o l u m n % { c o l u m n / } B@O120 40 8<0 B8? 40==8 =0 FO;> G8AB> 70 >1>1I020=5 C O U N T . � 15:BJB A l t e r n a t e O f b a s e C o l u m n % { b a s e c o l u m n / } =5 B@O120 40 ?>72>;O20 AB>9=>AB N u l l , BJ9 :0B> :>;>=0B0 70 ?@5?@0I0=5 ' % { c o l u m n / } =5 ?>72>;O20 AB>9=>AB N u l l . p 0I8B0 =0 =82> >15:B 8/ 8;8 70I8B0 =0 =82> @54>25 =5 A5 ?>44J@60 A @>;O % { r o l e / } ?@8 87?>;720=5 =0 A l t e r n a t e O f . � O;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } , ?>A>G5= >B :>;>=0B0 A l t e r n a t e O f % { a l t t a b l e / } [ % { a l t c o l / } ] , B@O120 40 A5 704045 =0 @568< D i r e c t Q u e r y 8 F u l l D a t a V i e w . PA� >;>=0 % { a l t t a b l e / } [ % { a l t c o l / } ] =0 A l t e r n a t e O f =5 <>65 40 ?@5?@0I0 107>20B0 :>;>=0 % { t a b l e / } [ % { c o l / } ] , BJ9 :0B> BO 25G5 5 ?@5?@0B5=0 >B 4@C30 :>;>=0 =0 A l t e r n a t e O f 8 >1>1I020=5B> 5 AJI>B>. p 07>20B0 B01;8F0, :J< :>OB> ?@5?@0I0 A l t e r n a t e O f % { t a b l e / } [ % { c o l / } ] , AJI> B0:0 =5 <>65 40 AJ4J@60 A l t e r n a t e O f . } 1548=5=8OB0 2 B01;8F8B5 % { a g g T a b l e 1 / } 8 % { a g g T a b l e 2 / } AJ74020B 42CA<8A;85 =0 1070B0 =0 @5;0F88 A B01;8F0 % { b a s e T a b l e / } � 7G8A;O5<0B0 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } 5 =520;84=0, 70I>B> B01;8F8 A 42>5= @568< =5 ?>44J@60B 87G8A;O5<8 :>;>=8. w "01;8F0B0 % { t a b l e / } AJ4J@60 C a l c u l a t i o n G r o u p 8 A;54>20B5;=> B@O120 40 AJ4J@60 4O; A 87B>G=8: >B B8? C a l c u l a t i o n G r o u p . � "01;8F0B0 % { t a b l e / } AJ4J@60 4O; % { p a r t i t i o n / } A 87B>G=8: >B B8? C a l c u l a t i o n G r o u p , => =5 5 45D8=8@0= >15:B =0 C a l c u l a t i o n G r o u p . � "01;8F0 % { t a b l e / } A 45D8=8@0= >15:B C a l c u l a t i o n G r o u p B@O120 40 8<0 A0<> 548= 4O;, :>9B> B@O120 40 8<0 87B>G=8: >B B8? C a l c u l a t i o n G r o u p . u 15:BJB =0 :>;>=0 70 ?@5?@0I0=5 % { c o l u m n / } B@O120 40 8<0 B8? 40==8 FO;> G8A;>, :>30B> A5 87?>;720 >1>1I020=5 C O U N T . � >;>=0 % { a l t t a b l e / } [ % { a l t c o l / } ] =0 A l t e r n a t e O f =5 <>65 40 ?@5?@0I0 107>20B0 :>;>=0 % { t a b l e / } , BJ9 :0B> BO 25G5 5 ?@5?@0B5=0 >B 4@C30 :>;>=0 =0 A l t e r n a t e O f 8 >1>1I020=5B> 5 AJI>B>. � O; % { p a r t i t i o n / } >B B01;8F0 % { t a b l e / } =5 <>65 40 @01>B8 2 42>5= @568<. @><5=5B5 @568<0 =0 4O;0 =0 @568< I m p o r t 8;8 D i r e c t Q u e r y . 2 1=>2O20=5B> 2J7 >A=>20 =0 ?@028;0 =5 A5 ?>44J@60. z >45;JB 25G5 AJ4J@60 <O@:0 % { n a m e / } , :>OB> 8<0 54=0:2> 8<5 :0B> :>;>=0 2 B01;8F0 % { t a b l e / } . @58<5=C209B5 548= >B BOE. � 5;JB % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } 8<0 704045=> A2>9AB2>B> Q u e r y D e f i n i t i o n , :>5B> =5 5 20;84=> 70 4O;>25 >B B>78 284. S !B>9=>ABB0 % d { V e r s i o n / } 70 25@A8OB0 =0 87B>G=8: =0 40==8 70 P o w e r B I 5 =520;84=0. !2>9AB2>B> =0 <>45;0 % { M o d e l / } D i s c o u r a g e I m p l i c i t M e a s u r e s B@O120 40 A5 704045 =0 t r u e , 70 40 A5 AJ74040B 3@C?8 70 87G8A;5=85. � !2>9AB2>B> =0 <>45; % { M o d e l / } D i s c o u r a g e I m p l i c i t M e a s u r e s =5 <>65 40 A5 ?@><5=8 >B t r u e =0 f a l s e , 4>:0B> =5 A5 87B@8OB 2A8G:8 3@C?8 70 87G8A;5=85 2 <>45;0. z 5;0F8OB0 % { r e l n a m e / } 5 =520;84=0, BJ9 :0B> B01;8F0B0 A l t e r n a t e O f =5 <>65 40 1J45 T o T a b l e 2 @5;0F8O A <=>65AB2> >B 548=. � 5;0F8OB0 % { n a m e / } <564C :>;>=8B5 % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] 8 % { t o T a b l e / } [ % { t o C o l u m n / } ] 2:;NG20 B01;8F0 =0 3@C?0 70 87G8A;5=85 % { t a b l e / } , :>OB> =5 5 @07@5H5=0. � 5;0F8OB0 % { r e l n a m e / } 5 =520;84=0, BJ9 :0B> B01;8F0B0 A l t e r n a t e O f =5 <>65 40 8<0 42C?>A>G=0 @5;0F8O A @07@5H5=> 70I8B=> D8;B@8@0=5. � O@:0B0 A 8<5B> % { n a m e / } =5 <>65 40 A5 4>1028, BJ9 :0B> 8<0 :>=D;8:B A 8<5B> =0 4@C30 @575@28@0=0 2JB@5H=0 <O@:0 2 <>45;0 % { p a r e n t n a m e / } . @58<5=C209B5 O. � 7@07 =0 R L S D8;B@8@0 B078 B01;8F0 70 03@530F8O % { a g g T a b l e / } , => =5 B01;8F0B0 A 45B09;8 % { b a s e T a b l e / } , :>5B> =5 5 @07@5H5=>. B 5@A8O V 2 =0 87B>G=8:0 =0 40==8 =5 A5 ?>44J@60 2 P o w e r B I D e s k t o p . h 0?:0B0 % { f o l d e r / } 5 =520;84=0, BJ9 :0B> @>48B5;A:0B0 ?0?:0 % { p a r e n t f o l d e r / } =5 AJI5AB2C20 2 <>45;0. b 0?:0B0 % { f o l d e r / } A5 87?>;720 :0B> @>48B5;A:0B0 ?0?:0 70 % { c h i l d f o l d e r / } Q u e r y G r o u p 2 <>45;0. > 7B@8B0B0 Q u e r y G r o u p % { f o l d e r / } 5 ?>A>G5=0 >B 4O; 8;8 87@07. x 15:B T a b l e P e r m i s s i o n 2 @>;OB0 % { r o l e / } ?@5?@0I0 :J< B01;8F0 =0 3@C?0 70 87G8A;5=85 % { t a b l e / } , :>OB> =5 5 @07@5H5=0. � "01;8F0B0 % { t a b l e / } AJ4J@60 :>;>=0 % { c o l u m n / } A =520;845= B8? 40==8 8;8 :>;>=0 =0 87B>G=8:. "8?JB 40==8 =0 B078 :>;>=0 B@O120 40 5 =87 8 :>;>=0B0 =0 87B>G=8:0 B@O120 40 5 N a m e . � "01;8F0B0 =0 3@C?0B0 70 87G8A;5=85 % { t a b l e / } ?>44J@60 =09- <=>3> 425 :>;>=8 A 40==8: 54=0B0 5 =87>2 B8? 40==8 A :>;>=0 N a m e , 0 4@C30B0 5 F5;>G8A;5= B8? 40==8 A :>;>=0 =0 87B>G=8: O r d i n a l . >@838@09B5 38 8 >?8B09B5 >B=>2>. � 1I8OB 1@>9 =0 :>;>=8B5 A 40==8 2 B01;8F0B0 A 3@C?8 70 87G8A;5=85 % { t a b l e / } 5 % l d { N u m b e r O f D a t a C o l u m n s / } , 0 B01;8F0B0 =0 3@C?0B0 70 87G8A;O20=5 ?>44J@60 A0<> 1 8;8 2 :>;>=8 A 40==8. � "01;8F0B0 =0 3@C?0B0 70 87G8A;5=85 % { t a b l e / } AJ4J@60 5;5<5=B 70 87G8A;5=85 % { c a l c u l a t i o n I t e m N a m e / } A =520;84=> @54=> G8A;8B5;=> = % d { c a l c u l a t i o n I t e m O r d i n a l / } . 54=>B> G8A;8B5;=> =0 5;5<5=B0 70 87G8A;5=85 B@O120 40 5 ?>- 3>;O<> 8;8 @02=> =0 =C;0. ~ "01;8F0B0 % { t a b l e / } 5 <0@:8@0=0 :0B> 87:;NG5=0 >B >1=>2O20=5 =0 <>45;0, => 5 87G8A;O5<0 B01;8F0, :>5B> 5 =520;845= AF5=0@89. � "01;8F0B0 % { t a b l e / } 5 <0@:8@0=0 :0B> 87:;NG5=0 >B >1=>2O20=5 =0 <>45;0 8 2A5 >I5 8<0 ?@028;0 70 >1=>2O20=5, A2J@70=8 A =5O, :>5B> 5 =520;845= AF5=0@89. � "01;8F0B0 % { t a b l e / } 5 <0@:8@0=0 :0B> 87:;NG5=0 >B >1=>2O20=5 =0 <>45;0, => 8<0 3@C?0 70 87G8A;5=85, A2J@70=0 A =5O, :>5B> 5 =520;845= AF5=0@89. { >;OB0 % { r o l e / } 8<0 ?>25G5 >B 548= G;5=, @07@5H5=8 70 AJI8O G;5=A:8 . ';5=>25B5 % { m e m b e r s / } A0 @07@5H5=8 =0 AJI8O . ~ !2>9AB2>B> M e a s u r e A n a l y s i s D e f i n i t i o n =0 >15:B0 % { a n a l y t i c s A I M e t a d a t a / } =0 A n a l y t i c s A I M e t a d a t a 70 <>45; % { m o d e l / } 5 ?@07=>. � D a t a T y p e % { d a t a t y p e / } =0 :>;>=0 % { c o l u m n / } 2 B01;8F0 % { t a b l e / } =5 AJ2?040 AJA S o u r c e P r o v i d e r T y p e % { s o u r c e p r o v i d e r T y p e / } . u 0@0<5BJ@JB =0 R e f r e s h P o l i c y % { p a r a m e t e r N a m e / } 70 B01;8F0 % { t a b l e / } 8<0 =520;84=0 AB>9=>AB % d { p a r a m e t e r V a l u e / } . 3 ;3>@8B<JB 70 B>G:8 2 ?>A;54>20B5;=>AB 5 AB0@B8@0=. 2 ;3>@8B<JB 70 B>G:8 2 ?>A;54>20B5;=>AB 5 702J@H5=. 6 1@01>B20=5B> =0 B01;8F0B0 % { s t r N a m e / } 5 AB0@B8@0=>. 5 1@01>B20=5B> =0 B01;8F0B0 % { s t r N a m e / } 5 702J@H5=>. Q 1@01>B20=5B> =0 4O;0 % { s t r N a m e / } =0 B01;8F0B0 % { s t r T a b l e N a m e / } 5 AB0@B8@0=>. P 1@01>B20=5B> =0 4O;0 % { s t r N a m e / } =0 B01;8F0B0 % { s t r T a b l e N a m e / } 5 702J@H5=>. W 1@01>B20=5B> =0 95@0@E8OB0 % { s t r N a m e / } =0 B01;8F0B0 % { s t r T a b l e N a m e / } 5 AB0@B8@0=>. V 1@01>B20=5B> =0 95@0@E8OB0 % { s t r N a m e / } =0 B01;8F0B0 % { s t r T a b l e N a m e / } 5 702J@H5=>. 6 1@01>B20=5B> =0 @5;0F8OB0 % { s t r N a m e / } 5 AB0@B8@0=>. 5 1@01>B20=5B> =0 @5;0F8OB0 % { s t r N a m e / } 5 702J@H5=>. 3 #:070=8 A0 2J=H=8 >12J@720=8O, => =5 A0 87?>;720=8. 6 >=2595@=8OB =01>@ @54>25 5 C:070=, => =5 5 87?>;720=. 6 !B0@B8@0 7040G0B0 70 20;848@0=5 =0 40==8B5 2 :>;>=0B0. 5 02J@H8 7040G0B0 70 20;848@0=5 =0 40==8B5 2 :>;>=0B0. C !B0@B8@0=0 D070 1 >B >?5@0F8OB0 70 D8:A8@0=5 2 B01;8G=0 B@0=70:F8O. B 02J@H5=0 D070 1 >B >?5@0F8OB0 70 D8:A8@0=5 2 B01;8G=0 B@0=70:F8O. C !B0@B8@0=0 D070 2 >B >?5@0F8OB0 70 D8:A8@0=5 2 B01;8G=0 B@0=70:F8O. B 02J@H5=0 D070 2 >B >?5@0F8OB0 70 D8:A8@0=5 2 B01;8G=0 B@0=70:F8O. . 5CA?5H=> 702J@H20=5 =0 B01;8G=0B0 B@0=70:F8O. ` 1@01>B20=5B> =0 87G8A;O5<0B0 :>;>=0 % { s t r N a m e / } =0 B01;8F0B0 % { s t r T a b l e N a m e / } 5 AB0@B8@0=>. _ 1@01>B20=5B> =0 87G8A;O5<0B0 :>;>=0 % { s t r N a m e / } =0 B01;8F0B0 % { s t r T a b l e N a m e / } 5 702J@H5=>. � @5H:0 ?@8 >1@01>B20=5B> =0 4O; % { s t r N a m e / } =0 B01;8F0 % { s t r T a b l e N a m e / } [ >4 70 2JB@5H=0 3@5H:0: % { s t r I n t e r n a l E r r o r C o d e / } ] . � @5H:0 ?@8 >1@01>B20=5B> =0 95@0@E8OB0 % { s t r N a m e / } =0 B01;8F0 % { s t r T a b l e N a m e / } [ >4 70 2JB@5H=0 3@5H:0: % { s t r I n t e r n a l E r r o r C o d e / } ] . i @5H:0 ?@8 >1@01>B20=5B> =0 @5;0F8OB0 % { s t r N a m e / } [ >4 70 2JB@5H=0 3@5H:0: ' % { s t r I n t e r n a l E r r o r C o d e / } ' ] . � @5H:0 ?@8 >1@01>B20=5B> =0 87G8A;O5<0 :>;>=0 % { s t r N a m e / } =0 B01;8F0 % { s t r T a b l e N a m e / } [ :>4 70 2JB@5H=0 3@5H:0: % { s t r I n t e r n a l E r r o r C o d e / } ] . PAq =0;87JB =0 2J7459AB285B> =0 ?@028;0B0 70 >1=>2O20=5 70 4O; % { s t r N a m e / } =0 B01;8F0 % { s t r T a b l e N a m e / } AB0@B8@0. � =0;87JB =0 2J7459AB285B> =0 ?@028;0B0 70 >1=>2O20=5 70 4O; % { s t r N a m e / } =0 B01;8F0 % { s t r T a b l e N a m e / } 702J@H8. J7459AB285B> A5 AJAB>8 2 B>20, G5 40==8B5 A0 A5 ?@><5=8;8. � =0;87JB =0 2J7459AB285B> =0 ?@028;0B0 70 >1=>2O20=5 70 4O; % { s t r N a m e / } =0 B01;8F0 % { s t r T a b l e N a m e / } 702J@H8. J7459AB285B> A5 AJAB>8 2 B>20, G5 40==8B5 =5 A0 A5 ?@><5=8;8. 9 >45;JB 25G5 AJI5AB2C20 2 1070B0 40==8 " % { s t r D a t a b a s e / } " . � "@0=70:F8OB0 A5 >?8B0 40 ?@><5=8 <5B040==8 B8? T a b u l a r 8 n o n - T a b u l a r 8;8 40 872J@H8 >?5@0F88 ?> =O:>;:> B01;8G=8 1078 40==8 B8? T a b u l a r . 4 "@0=70:F8OB0 A5 >?8B0 40 ?@><5=8 =O:>;:> 1078 40==8. x 5>G0:20=> 8<5 =0 :>;>=0: >;CG5=0 5 :>;>=0B0 % { a c t u a l / } 2 =01>@0 @54>25 % { r o w s e t / } . G0:20=0 :>;>=0 % { e x p e c t e d / } . y 5>G0:20= B8? =0 :>;>=0: >;>=0B0 % { c o l u m n / } 2 =01>@0 @54>25 % { r o w s e t / } 5 A B8? % { a c t u a l / } . G0:20= B8? % { e x p e c t e d / } . O 8?A20I0 704J;68B5;=0 :>;>=0: % { c o l u m n / } ;8?A20 2 =01>@0 @54>25 % { r o w s e t / } . x 8?A20I0 704J;68B5;=0 AB>9=>AB =0 :>;>=0: !B>9=>ABB0 =0 :>;>=0B0 % { c o l u m n / } ;8?A20 2 @54 2 =01>@0 @54>25 % { r o w s e t / } . j JI5@=8OB >15:B 25G5 AJI5AB2C20: 15:BJB % { t y p e n a m e / } % { n a m e / } 25G5 8<0 4JI5@5= >15:B % { c h i l d t y p e n a m e / } . o 5CA?5H=0 ?@><O=0 =0 A8AB5<=8 >15:B8: 15:BJB % { t y p e n a m e / } % { n a m e / } 5 A8AB5<5= >15:B 8 =5 <>65 40 A5 ?@><5=O. u 520;84=0 AB>9=>AB =0 871@>O20=5: 520;84=0 % { t y p e n a m e / } AB>9=>AB % { v a l u e / } 5 >B:@8B0 2 =01>@0 @54>25 % { r o w s e t / } . D J=H=8B5 >12J@720=8O A0 C:070=8 420 ?JB8 70 548= 8 AJI F5;528 >15:B. J 48= 8 AJI >15:B 5 C:070= 420 ?JB8 2J2 2J=H=8B5 >12J@720=8O 70 AJI0B0 F5;. � ><0=40B0 P r o c e s s =5 <>65 40 A5 87?J;=8, BJ9 :0B> A5 70AO30B <=>65AB2> >15:B8. !0<> 548= >15:B <>65 40 1J45 >1@01>B20= ?@8 87?>;720=5 =0 2J=H=8 >12J@720=8O. PA� ><0=40B0 P r o c e s s 70 4O; % { p a r t i t i o n / } 2 B01;8F0B0 % { t a b l e / } =5 <>65 40 A5 87?J;=8, BJ9 :0B> :>=2595@=8OB =01>@ @54>25 ;8?A20. Z >72>;5=8 A0 A0<> 70O2:8 T a b u l a r D D L 2 B a t c h ?@8 @07@5H5=> A2>9AB2> R e t u r n A f f e c t e d O b j e c t s . c >72>;5=0 5 A0<> 54=0 :><0=40 2 =5B@0=70:F8>=5= B a t c h ?@8 @07@5H5=> A2>9AB2> R e t u r n A f f e c t e d O b j e c t s . X 5@A8OB0 =0 1070B0 B@O120 40 5 704045=0 =0 - 1 ?@8 878A:20=5 =0 2J7459AB285 2 B@0=70:F8O. Y 5@A8OB0 =0 1070B0 =5 B@O120 40 5 >B@8F0B5;=0 ?@8 878A:20=5 =0 2J7459AB285 70 B@0=70:F8O. � 0 :>;>=0 % { c o l u m n / } 2 B01;8F0B0 % { t a b l e / } =5 5 C:070=0 =59=0B0 87E>4=0 :>;>=0 A :>=2595@5= =01>@ @54>25. @54>AB025B5 2J=H=8 >12J@720=8O 70 :>;>=0B0 8;8 70409B5 A2>9AB2>B> S o u r c e C o l u m n . a 0O2:0 70 >1=>2O20=5 A 4>102:0 R e f r e s h T y p e <>65 40 A5 87?>;720 548=AB25=> 70 =587G8A;O5<8 4O;>25. l 070B0 40==8 A 8<5 % { n a m e / } 8 % { i d / } 5 A0<> 70 G5B5=5. ><0=40B0 % { c o m m a n d / } =5 <>65 40 A5 87?J;=8. � 070B0 40==8 A 8<5 % { n a m e / } 8 % { i d / } 5 A G0:0I8 ?@><5=8 =0 <>45;0. 7?J;=5B5 :><0=40B0 S e q u e n c e P o i n t ?@548 87?J;=5=85B> =0 70O2:0 8;8 BJ@A5=5. N 15:BJB M o d e l 5 AJ74045= 02B><0B8G=> 8 =5 <>65 40 A5 AJ74045 A :><0=40 C r e a t e . # 15:BJB M o d e l =5 <>65 40 A5 87B@85. ^ >;CG5=0 5 =5>G0:20=0 AB>9=>AB n o n - n u l l 2 :>;>=0B0 % { c o l u m n / } =0 =01>@0 @54>25 % { r o w s e t / } . � >;CG5=0 5 AB>9=>AB =0 B8?0 >15:B % d { t y p e / } 2 :>;>=0B0 % { c o l u m n / } =0 =01>@0 @54>25 % { r o w s e t / } , :>OB> =5 5 20;845= B8? >15:B. S >;CG5= 5 ?JB =0 >15:B0 8;8 2 =01>@0 @54>25 % { r o w s e t / } , => B8?JB >15:B ;8?A20. ; JBOB =0 >15:B0 8;8 ;8?A20 2 =01>@0 @54>25 % { r o w s e t / } . PAF =01>@0 @54>25 % { r o w s e t / } ;8?A20( B) :><?>=5=B( 8) =0 ?JBO =0 >15:B0. = @54 >B =01>@0 @54>25 R e f r e s h ;8?A20 AB>9=>ABB0 R e f r e s h T y p e . ] =0 4O;0 8 8<5B> =0 4O;0/ B01;8F0B0 =5 <>30B 40 A5 C:060B 54=>2@5<5==> >B 2J=H=> >12J@720=5. { !2>9AB20B0 70 AJ?>AB02O=5 8 :C;BC@0 =0 >15:B0 =0 <>45;0 <>65 40 1J40B ?@><5=5=8 548=AB25=> ?@548 AJ74020=5B> =0 4@C3 >15:B. L @><O=0B0 =0 B8?0 =0 4O;0 >B 8;8 =0 P a r t i t i o n T y p e . C a l c u l a t e d =5 5 @07@5H5=0. r @><O=0B0 =0 B8?0 =0 4O;0 >B 8;8 =0 P a r t i t i o n T y p e . C a l c u l a t e d G@57 87?>;720=5 =0 2J=H=8 >12J@720=8O =5 5 @07@5H5=0. [ @><O=0B0 =0 A2>9AB20 =0 87G8A;5= 4O; G@57 87?>;720=5 =0 2J=H=8 >12J@720=8O =5 5 @07@5H5=0. [ 0O2:0 70 >1=>2O20=5 >B B8? 45D@03<5=B8@0=5 A5 ?>44J@60 A0<> =0 B01;8F0 8;8 =0 F5;8O <>45;. c 0O2:0 70 >1=>2O20=5 >B B8? 45D@03<5=B8@0=5 <>65 40 A5 87?J;=O20 A0<> =57028A8<> >B 4@C38 >?5@0F88. � "078 >?5@0F8O =5 <>65 40 A5 872J@H8, 70I>B> ?@5?@0I0 :J< >15:B 8;8 A2>9AB2>, :>8B> =5 A0 =0;8G=8 2 B5:CI>B> 8740=85 =0 AJ@2J@0 8;8 2 =82>B> =0 AJ2<5AB8<>AB =0 1070B0 40==8. � "078 1070 40==8 AJ4J@60 DC=:F88, :>8B> =5 A0 ?>44J@60=8 >B B5:CI>B> 8740=85 =0 AJ@2J@0 8;8 >B =82>B> =0 AJ2<5AB8<>AB =0 1070B0 40==8. � @58<5=C20=5B> =0 <=>65AB2> >15:B8 2 AJI0B0 :><0=40 =5 A5 ?>44J@60. 7?@0B5B5 >B=>2> >?5@0F88B5 70 ?@58<5=C20=5 2 <=>65AB2> :><0=48. � ><18=0F8OB0 >B 0:B82=8 @>;8 2>48 4> 48=0<8G=0 :>=D83C@0F8O 70 70I8B0, :>OB> 2 <><5=B0 =5 A5 ?>44J@60. !2J@65B5 A5 A 04<8=8AB@0B>@0 =0 1070B0 40==8 70 @07@5H5=85 =0 B>78 ?@>1;5<. � ><18=0F8OB0 >B 0:B82=8 @>;8 2>48 4> 48=0<8G=> :>=D83C@8@0=5 =0 70I8B0B0, :>5B> =5 5 AJ3;0AC20=>. !2J@65B5 A5 A 04<8=8AB@0B>@0 =0 1070B0 40==8 70 @07@5H5=85 =0 B>78 ?@>1;5<. $ 0?8AJB =0 1070B0 40==8 5 AB0@B8@0=. # 0?8AJB =0 1070B0 40==8 5 702J@H5=. � 5CA?5H=> 87B@820=5 =0 D09;0 % { F i l e N a m e / } ?> 2@5<5 =0 D8:A8@0=5B> 8;8 2@JI0=5B>. 1I8OB 1@>9 =0 =5CA?5H=> 87B@8B8 D09;>25 ?> 2@5<5 =0 >?5@0F8OB0 5 % { n F i l e s / } . PA J @5H:0 2 S Q L 8;8 ;8?A20I0 1070 40==8. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . H JB@5H=0 ;>38G5A:0 3@5H:0 2 S Q L i t e . >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . 8 >ABJ?JB 5 >B:070=. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . V CB8=0B0 70 >1@0B=> 8728:20=5 70O28 ?@5:@0BO20=5. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . G $09;JB =0 1070B0 40==8 5 70:;NG5=. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . H "01;8F0 2 1070B0 40==8 5 70:;NG5=0. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . K 07?@545;O=5B> =0 ?0<5BB0 5 =5CA?5H=>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . P ?8B 70 ?8A0=5 2 1070 40==8 A0<> 70 G5B5=5. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . T ?5@0F8OB0 5 ?@5:@0B5=0 >B s q l i t e 3 _ i n t e r r u p t ( ) . >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . k J7=8:=0 / 3@5H:0 2 48A:0 ?@8 87?J;=5=85 =0 >?5@0F8O 2 1070B0 40==8. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . Z 7>1@065=85B> =0 48A:0 =0 1070B0 40==8 5 45D>@<8@0=>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . x JB@5H=0 3@5H:0 2 1070B0 40==8: =58725AB5= >?5@0B825= :>4 2 s q l i t e 3 _ f i l e _ c o n t r o l ( ) . >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . \ <J:20=5B> =5 5 CA?5H=>, BJ9 :0B> 1070B0 40==8 5 ?J;=0. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . U B20@O=5B> =0 D09;0 =0 1070B0 40==8 5 =5CA?5H=>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . _ J7=8:=0 3@5H:0 2 ?@>B>:>;0 70 70:;NG20=5 =0 1070B0 40==8. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . ; 070B0 40==8 5 ?@07=0. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . I !E5<0B0 =0 1070B0 40==8 5 ?@><5=5=0. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . L 87JB 8;8 B L O B =0428H020 >3@0=8G5=85B>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . U @5:@0BO20=5 ?>@048 =0@CH020=5 =0 >3@0=8G5=85B>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . A 5AJ>B25BAB285 2 B8?0 40==8. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . j JB@5H=0 3@5H:0 2 1070B0 40==8: 181;8>B5:0B0 5 87?>;720=0 =5?@028;=>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . � JB@5H=0 3@5H:0 2 1070B0 40==8: 1070B0 40==8 87?>;720 DC=:F88 =0 >?5@0F8>==0B0 A8AB5<0, :>8B> =5 A5 ?>44J@60B =0 B5:CI8O E>AB. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . A #4>AB>25@O20=5B> 5 >B:070=>. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . PAU @5H:0 2J2 D>@<0B0 =0 4>?J;=8B5;=0B0 1070 40==8. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . y JB@5H=0 3@5H:0 2 1070B0 40==8: 2B>@8OB ?0@0<5BJ@ 70 s q l i t e 3 _ b i n d 5 872J= 480?07>=0. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . e #:070=8OB D09; =5 5 D09; >B 1070B0 40==8 8 =5 <>65 40 A5 >B2>@8. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . ? 725AB8O >B s q l i t e 3 _ l o g ( ) . >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . E @54C?@5645=8O >B s q l i t e 3 _ l o g ( ) . >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . ` !8AB5<0B0 =0 1070B0 A <5B040==8 2J@=0 =5>G0:20=> AJAB>O=85. >4 =0 3@5H:0B0 2 S Q L i t e = % { c o d e / } . PA @ B20@O=5B> =0 1070B0 A <5B040==8 5 =5CA?5H=> 70 B01;8G=8O <>45;. [ J7=8:=0 3@5H:0 ?@8 >?8B 70 70O2:0 :J< A8AB5<=0 B01;8F0 % { s c h e m a / } >B 1070B0 A <5B040==8. c J7=8:=0 3@5H:0 ?@8 >?8B 70 2<J:20=5 =0 @54 2 A8AB5<=0B0 B01;8F0 % { s c h e m a / } 2 1070B0 A <5B040==8. f J7=8:=0 3@5H:0 ?@8 >?8B 70 0:BC0;878@0=5 =0 @54 2 A8AB5<=0 B01;8F0 % { s c h e m a / } 2 1070B0 A <5B040==8. e J7=8:=0 3@5H:0 ?@8 >?8B 70 87B@820=5 =0 @54 >B A8AB5<=0B0 B01;8F0 % { s c h e m a / } 2 1070B0 A <5B040==8. � ?5@0F8OB0 70 0:BC0;878@0=5 =0 <5B040==8B5 =5 70A53=0 =8B> 548= @54. ">20 5 =5>G0:20= @57C;B0B 8 ?>:0720 =5AJ>B25BAB285 2 <5B040==8B5 =0 <>45;0 40==8. o !B@C:BC@0B0 =0 A8AB5<=0B0 B01;8F0 % { s c h e m a / } 5 =5>G0:20=0. 5B040==8B5 =0 <>45;0 40==8 873;5640 A0 ?>2@545=8. � 5>G0:20=0 2JB@5H=0 3@5H:0: !8AB5<=0B0 B01;8F0 % { s c h e m a / } =5 AJI5AB2C20 2 <5B040==8B5 8;8 =5 5 =04AB@>5=0 40 >B3>20@O =0 25@A8OB0 =0 AJ2<5AB8<>AB =0 A8AB5<0B0 =0 B5:CI8O <>45; 40==8. i 5CA?5H=> 87B@820=5 =0 ?0@0;5;=8 D09;>25 ?> 2@5<5 =0 D8:A8@0=5 8;8 2@JI0=5 2 ?@548H=> AB018;=> AJAB>O=85. PA % { e r r o r / } % { e r r o r / } % { e r r o r / } . @5H:0 AJA 7028A8<>ABB0 2 87G8A;O5<0B0 :>;>=0. " @5H:0 AJA 7028A8<>ABB0 2 <O@:0B0. @ 1@01>B20=5B> =0 87G8A;O5<0B0 :>;>=0 " % { s t r N a m e / } " 5 AB0@B8@0=>. ? 1@01>B20=5B> =0 87G8A;O5<0B0 :>;>=0 " % { s t r N a m e / } " 5 702J@H5=>. C 1@01>B20=5B> =0 7028A8<>ABB0 A B01;8F0 " % { s t r N a m e / } " 5 AB0@B8@0=>. B 1@01>B20=5B> =0 7028A8<>ABB0 A B01;8F0 " % { s t r N a m e / } " 5 702J@H5=>. / @5H:0 AJA 7028A8<>ABB0 2 87G8A;O5<0B0 B01;8F0. % { e r r o r / } % { e r r o r / } I 1@01>B20=5B> =0 7028A8<>ABB0 A 8<5B> =0 @>;O " % { s t r N a m e / } " 5 AB0@B8@0=>. H 1@01>B20=5B> =0 7028A8<>ABB0 A 8<5B> =0 @>;O " % { s t r N a m e / } " 5 702J@H5=>. 2 @5H:0 A 87@070 2 A l l o w e d R o w s E x p r e s s i o n : % { e r r o r / } 7 @5H:0 AJA 7028A8<>ABB0 2 87@070 A l l o w e d R o w s E x p r e s s i o n . % { e r r o r / } % { e r r o r / } % { e r r o r / } % { e r r o r / } % { e r r o r / } % { e r r o r / } % { e r r o r / } PA % { e r r o r / } % { e r r o r / } 7 1@01>B20=5B> =0 95@0@E8OB0 " % { s t r N a m e / } " 5 AB0@B8@0=>. 6 1@01>B20=5B> =0 95@0@E8OB0 " % { s t r N a m e / } " 5 702J@H5=>. % @5H:0 AJA 7028A8<>ABB0 2 95@0@E8OB0. @5H:0 2 =5CA?5H=0 A8<C;0F8O. Z J7=8:=0 3@5H:0 2 8=8F80;878@0=5B> =0 =5CA?5H=0 A8<C;0F8O A :>4 =0 3@5H:0B0 % { e r r o r C o d e / } . PA � J7=8:=0 3@5H:0 ?> 2@5<5 =0 87G8A;O20=5B> =0 87@070 70 70I8B0 =0 =82>B> =0 @540, 45D8=8@0= 2 B01;8F0B0 " % s " . !J>1I5=85 70 3@5H:0: % s D ?8A0=85 =0 DC=:F8OB0 =0 181;8>B5:0B0 A @07H8@5=8O: % { D e c r i p t i o n / } R ?8A0=85 =0 ?0@0<5BJ@0 =0 DC=:F8OB0 =0 181;8>B5:0B0 A @07H8@5=8O: % { D e c r i p t i o n / } P <5 =0 ?0@0<5BJ@0 =0 DC=:F8OB0 =0 181;8>B5:0B0 A @07H8@5=8O: % { P a r a m e t e r N a m e / } . 0 AJ60;5=85 2J7=8:=0 3@5H:0. ?8B09B5 >B=>2>. _ 0 AJ60;5=85 >1=>2O20=5B> ?@>4J;68 B2J@45 4J;3> 8 2@5<5B> 70 87G0:20=5 87B5G5. ?8B09B5 >B=>2>. � 0 AJ60;5=85 87B>G=8:JB =0 40==8 70 B078 2@J7:0 70 40==8 =5 5 @538AB@8@0= 70 P o w e r B I . >8A:09B5 >B 20H8O 04<8=8AB@0B>@ =0 P o w e r B I 40 @538AB@8@0 87B>G=8:0 =0 40==8 2 F5=BJ@0 70 04<8=8AB@8@0=5 =0 P o w e r B I . � 7B>G=8:JB =0 40==8 =5 @01>B8. ><>;5B5 20H8O 04<8=8AB@0B>@ =0 P o w e r B I 40 ?@>25@8 40;8 87B>G=8:JB =0 40==8 5 :>=D83C@8@0= ?@028;=> 8 >?8B09B5 >B=>2>. � 0 AJ60;5=85 =O<0B5 @07@5H5=8O 70 872;8G0=5 =0 40==8 70 B078 2@J7:0 70 40==8. >8A:09B5 4>ABJ? >B 20H8O 04<8=8AB@0B>@ =0 P o w e r B I . � 0 AJ60;5=85 =5 <>65< 40 A5 A2J@65< :J< B>78 87B>G=8: =0 40==8. >8A:09B5 >B 20H8O 04<8=8AB@0B>@ =0 P o w e r B I 40 ?@>25@8 40;8 H;N7JB 70 C?@02;5=85 =0 40==8 5 >D;09=. T 0 AJ60;5=85 2@J7:8B5 :J< B>78 B8? 87B>G=8: =0 40==8 2A5 >I5 =5 <>30B 40 A5 >1=>2OB. � 0 AJ60;5=85 =O<0 2@J7:0 :J< B>78 87B>G=8: =0 40==8. ><>;5B5 20H8O 04<8=8AB@0B>@ =0 P o w e r B I 40 ?@>25@8 40;8 H;N7JB 5 =0;8G5= 8 ?@028;=> :>=D83C@8@0=. � 0 AJ60;5=85, =5 <>65< 40 >1=>28< B078 2@J7:0 70 40==8. >:0;=8B5 87B>G=8F8 =0 40==8 2 P o w e r B I 70 O f f i c e 3 6 5 A5 >1=>2O20B A0<> G@57 ?;0=8@0=> >1=>2O20=5. � 0 AJ60;5=85 =5 <>65< 40 >1=>28< 2@J7:0B0 70 40==8. 7B>G=8F8B5 =0 40==8 70 P o w e r Q u e r y 2 P o w e r B I 70 O f f i c e 3 6 5 A5 >1=>2O20B A0<> G@57 ?;0=8@0=> >1=>2O20=5. ` 0 AJ60;5=85 2A5 >I5 =5 <>65< 40 >1=>2O20<5 2@J7:8 :J< B>78 B8? 87B>G=8: =0 40==8 2 P o w e r Q u e r y . i 0 AJ60;5=85 =5 <>65< 40 >1=>28< 2@J7:0B0 70 40==8, BJ9 :0B> 28 5 =C65= ;8F5=7 70 P o w e r B I 70 O f f i c e 3 6 5 . � 0 AJ60;5=85 2@J7:0B0 70 40==8 70 P o w e r Q u e r y =5 @01>B8. B2>@5B5 @01>B=0B0 :=830 2 E x c e l 8 ?>?@025B5 2@J7:0B0 70 40==8 2 P o w e r Q u e r y . � 0 AJ60;5=85 87B>G=8F8B5 =0 40==8 70 B078 2@J7:0 70 40==8 B@O120 40 A5 ?@5:>=D83C@8@0B. #254><5B5 20H8O 04<8=8AB@0B>@ =0 P o w e r B I , G5 2A8G:8 87B>G=8F8 =0 40==8 B@O120 40 A5 A2J@60B :J< 548= 8 AJI H;N7 2 @01>B=0 :=830 A 2@J7:8 70 40==8 2 P o w e r Q u e r y . � 0 AJ60;5=85 :J< B>78 87B>G=8: =0 40==8 =O<0 2@J7:0. #254><5B5 20H8O 04<8=8AB@0B>@ =0 P o w e r B I , G5 . N E T F r a m e w o r k 4 . 5 . 1 =5 5 8=AB0;8@0= =0 <0H8=0B0 70 E>AB8=3 =0 H;N70 70 C?@02;5=85 =0 40==8. B 0 AJ60;5=85 =01>@JB @54>25 =0 ?;0=0 70 87?J;=5=85 =5 A5 ?>44J@60. � 0 AJ60;5=85, =5 <>65< 40 87?J;=8< 48@5:B=0B0 70O2:0 >B <>45;0 =0 >1;0:0 :J< ;>:0;5= 87B>G=8: =0 40==8. 5>1E>48<0 5 =0AB@>9:0 =0 ;8G5= 8;8 :>@?>@0B825= H;N7, 70 40 <>65 P o w e r B I 40 ?>4020 70O2:8 4> 4>ABJ?=8O ;>:0;=> 87B>G=8: =0 40==8. % s { p o w e r b i e r r o r / } 0 AJ60;5=85, =5 <>65< 40 87?J;=8< 48@5:B=0B0 70O2:0 157 :>=D83C@8@0= :>@?>@0B825= H;N7 =0 P o w e r B I ( D M T S ) . 065B5 =0 04<8=8AB@0B>@0 =0 P o w e r B I , G5 5 =5>1E>48<0 =0AB@>9:0 =0 ;8G5= 8;8 :>@?>@0B825= H;N7, 70 40 <>65 P o w e r B I 40 ?>4020 70O2:8 4> 87B>G=8:0 =0 40==8. 0 AJ60;5=85, 2 <><5=B0 A0<> <>45;8 70 48@5:B=8 70O2:8 A5 ?>44J@60B G@57 :>@?>@0B825= H;N7 =0 P o w e r B I ( D M T S ) . 065B5 =0 04<8=8AB@0B>@0 =0 P o w e r B I , G5 5 =5>1E>48<0 =0AB@>9:0 =0 H;N7 70 C?@02;5=85 =0 40==8, 70 40 <>65 P o w e r B I 40 >1=>2O20 40==8B5 =0 <>45;0. PA +!B>9=>AB8B5 2J2 2@5<520B0 A5@8O =0 >AB0 x =5 A5 C25;8G020B =0 @02=8 8=B5@20;8. >?J;=8E<5 % { i n s e r t e d D a t a R a t i o / } ?@>F5=B0 >B ;8?A20I8B5 @54>25 2 A5@8O >B % { o r i g i n a l D a t a P o i n t s / } @540 A0<> A F5; ?@>3=>78@0=5. :> 5 2J7<>6=>, ?>?J;=5B5 ;8?A20I8B5 @54>25 A F5; ?>4>1@O20=5 =0 B>G=>ABB0 =0 ?@>3=>78@0=5B>. � 8?A20B AB>9=>AB8 70 =O:>8 @54>25 =0 >AB0 x . >?J;=8E<5 % { i n s e r t e d D a t a R a t i o / } ?@>F5=B0 >B A5@8O >B % { o r i g i n a l D a t a P o i n t s / } @540 A0<> A F5; ?@>3=>78@0=5. :> 5 2J7<>6=>, ?>?J;=5B5 ;8?A20I8B5 AB>9=>AB8 A F5; ?>4>1@O20=5 =0 B>G=>ABB0 =0 ?@>3=>78@0=5B>. � ">G=>B> ?@>3=>78@0=5 878A:20 ?>=5 3 ?JB8 ?>25G5 B>G:8 >B 40==8 A?@O<> AB>9=>ABB0 =0 A57>==>ABB0. :> 5 2J7<>6=>, 4>1025B5 >I5 <8=0;8 40==8 A F5; ?>4>1@O20=5 =0 B>G=>ABB0 =0 ?@>3=>78@0=5B>. H @>OB =0 70O25=8B5 ?@>3=>7=8 B>G:8 =0428H020 <0:A8<0;=> 4>?CAB8<8O 1@>9. K 0 AJ60;5=85 <0B5<0B8G5A:8OB <>45; 878A:20 ?>=5 3 ?JB8 ?>- 28A>:0 A57>==>AB. 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PA 0 AJ60;5=85 ?@>3=>78@0=5B> @01>B8 A ;8=59=8 4803@0<8 A0<> ?@8 C25;8G5=85 =0 AB>9=>AB8B5 =0 >AB0 x =0 @02=8 8=B5@20;8. @>3=>78@0=5B> <>65 40 ?>?J;20 ;8?A20I8 @54>25 A0<> 4> 1@>O =0 B>G:8B5 =0 0@E82=8 40==8 A F5; ?@>3=>78@0=5. >?J;=5B5 ;8?A20I8B5 @54>25 8;8 ?@5<0E=5B5 D8;B@8B5. � 0 AJ60;5=85 ?@>3=>78@0=5B> <>65 40 ?>?J;20 ;8?A20I8 AB>9=>AB8 =0 >AB0 y A0<> 4> 1@>O =0 B>G:8B5 =0 0@E82=8 40==8 A F5; ?@>3=>78@0=5. ?8B09B5 40 ?>?J;=8B5 ;8?A20I8B5 AB>9=>AB8 8;8 ?@5<0E=5B5 D8;B@8B5. t >4@02=O20=5B> =0 B078 :0B53>@8O A?@O<> :0B53>@8OB0 A =09- 3>;O<0 AB>9=>AB A?@O ?>@048 >3@0=8G5=85 2 =01>@0 >B 40==8. } >4@02=O20=5B> =0 B078 :0B53>@8O A?@O<> :0B53>@8OB0 A =09- 3>;O<0 AB>9=>AB A?@O ?>@048 ?@>3=>7=8B5 >3@0=8G5=8O 2 87<5AB20=5B>. f ! F5; ?@>3=>78@0=5 2A8G:8 @54>25 B@O120 40 A0 ?>4@02=5=8, 70 40 702J@H0B =0 AJI0B0 AB>9=>AB >B >AB0 X . L ! F5; ?@>3=>78@0=5 2A8G:8 @54>25 B@O120 40 A5 C25;8G0B A 54=0 8 AJI0 ABJ?:0. � 0 ?@>3=>78@0=5B> 2@5<528OB 8=:@5<5=B =0 >AB0 x B@O120 40 8<0 54=0 8 AJI0 =0G0;=0 8 :@09=0 ?>78F8O 70 2A8G:8 @54>25 2 4803@0<0B0. � 5CA?5H=> AB0@B8@0=5 =0 AJ@2J@0, BJ9 :0B> :><?>=5=B, 87?>;720= 70 B078 F5; ( % { d l l / } ) , =5 5 >B:@8B =0 :><?NBJ@0 8;8 =5 5 70@545= CA?5H=>. ) B:07 >B E@0=8;8I5 2 A z u r e : % { m e s s a g e / } 0 5G5 AJI5AB2C20 B L O B 70 E@0=8;8I5: % { m e s s a g e / } . 5 AJI5AB2C20 B L O B 70 E@0=8;8I5: % { m e s s a g e / } � !0<>;8G=>ABB0 % { s t r M e m b e r N a m e / } 8<0 =520;845= 4>AB02G8: =0 A0<>;8G=>AB % { s t r P r o v i d e r / } . !0<> ?>B@518B5;8B5 8;8 3@C?8B5 =0 A z u r e A c t i v e D i r e c t o r y A0 ?>44J@60=8. 7?>;7209B5 A z u r e A D :0B> AB>9=>AB =0 4>AB02G8:0 =0 A0<>;8G=>AB. > 78A:20 A5 8<5 70 G;5= =0 @>;O =0 CA;C38B5 70 0=0;87 =0 A z u r e . r >B@518B5;OB 8;8 ?@8;>65=85B> % { p i i _ s t r M e m b e r N a m e / } =5 5 >B:@8B> 2 A z u r e A c t i v e D i r e c t o r y =0 20H0B0 >@30=870F8O. G "078 >?5@0F8O =5 A5 ?>44J@60 >B ?@>4C:B =0 CA;C38B5 70 0=0;87 =0 A z u r e . n 568<JB D e l a y L o a d M o d e R e q u e s t e d , :>9B> 5 @025= =0 1 , =5 A5 ?>44J@60 >B ?@>4C:B0 =0 CA;C38B5 70 0=0;87 =0 A z u r e . _ "8?JB D8;BJ@ =5 A5 ?>44J@60. 5CA?5H=> 87?J;=5=85 =0 70O2:0 70 AJE@0=5=85 =0 B L O B % { f i l t e r / } . Z "8?JB D8;BJ@ =5 A5 ?>44J@60. 5CA?5H=> ?@58<5=C20=5 =0 D09;0 % { f i l e / } =0 % { f i l e d e s t / } . [ =5 <>65 40 1J45 C:070= 70 G;5= =0 @>;O =0 CA;C38B5 70 0=0;87 =0 A z u r e : % { m e m b e r N a m e / } . } % { n e w L i n e / } % { n e w L i n e / } "5E=8G5A:8 40==8: % { n e w L i n e / } R o o t A c t i v i t y I d : % { r o o t A c t i v i t y I d / } % { n e w L i n e / } 0B0 ( U T C ) : % { c u r r e n t U t c D a t e / } � H t t p 703;02:0: % { h e a d e r N a m e / } =5 5 >B:@8B0 2 H t t p >B3>2>@, :>9B> 15H5 2J@=0B >B A z u r e A n a l y s i s S e r v e r . >4 =0 A8AB5<=0 3@5H:0: % d { s y s t e m E r r o r C o d e / } . % { t e c h n i c a l D e t a i l s T e x t / } % { s t r V a l u e / } 9 A z u r e A n a l y s i s S e r v e r 2J@=0 A;54=0B0 3@5H:0: % { s t r V a l u e / } � A z u r e A n a l y s i s S e r v e r =5 <>65 40 1J45 >B:@8B: % { s e r v e r N a m e / } . #25@5B5 A5, G5 AJ@2J@JB AJI5AB2C20 8 8<5B> =0 AJ@2J@0 5 2J2545=> ?@028;=>. % { t e c h n i c a l D e t a i l s T e x t / } � 07@5H5=85 =0 459AB28B5;=0 :@09=0 B>G:0 =0 :;JAB5@ =0 A z u r e A n a l y s i s S e r v e r : % { s e r v e r N a m e / } 5 =5CA?5H=>. 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G U I D 5 @575@28@0= 70 2JB@5H=> 87?>;720=5 2 A@540B0 =0 A S A z u r e . u "078 >?5@0F8O =5 5 @07@5H5=0 >B ?@>4C:B0 =0 CA;C38B5 70 0=0;87 =0 A z u r e , BJ9 :0B> B5:CI8OB :>=B5:AB 5 A0<> 70 G5B5=5. ; !J@2J@JB 5 2@5<5==> =54>ABJ?5=. ?8B09B5 70O2:0B0 ?>- :JA=>. m !J74020=5 =0 X E v e n t A5A88 A F5;8 2 ;>:0;=8 D09;>25 =5 5 ?>72>;5=> >B ?@>4C:B0 =0 CA;C38B5 70 0=0;87 =0 A z u r e . . 5CA?5H=> 0@E828@0=5 A =5:;0A8D8F8@0=0 3@5H:0. � 520;845= ?JB 4> 0@E82=> :>?85 ( <0:A8<C< 1 0 2 4 7=0:0) . 0;84=8 ?@8<5@8: / r e c o v e r y / 1 0 . 1 2 . 2 0 1 6 / d b 1 . a b f , r e c o v e r y / 1 0 . 1 2 . 2 0 1 6 / d b 1 . a b f . � @E828@0=5B> =5 5 :>=D83C@8@0=> 70 B>78 AJ@2J@. 1J@=5B5 A5 :J< 04<8=8AB@0B>@0 =0 AJ@2J@0 70 :>=D83C@8@0=5 =0 0:0C=B 70 E@0=8;8I5 =0 0@E82=>B> :>?85, 87?>;7209:8 ?>@B0;0 =0 A z u r e 8;8 P o w e r S h e l l . B @54>AB025=8OB 0:0C=B 70 E@0=8;8I5 =0 0@E82=>B> :>?85 =5 5 >B:@8B. 8 @54>AB025=8OB :>=B59=5@ =0 0@E82=>B> :>?85 =5 5 >B:@8B. � @54>AB025=>B> 0@E82=> :>?85 25G5 AJI5AB2C20, :><0=40B0 A l l o w O v e r w r i t e B@O120 40 1J45 704045=0 =0 70<5AB20=5 =0 AJI5AB2C20I>B> 0@E82=> :>?85. t 520;84=0 >?F8O 70 70I8B0, 87?>;720=0 70 70O2:0B0 70 0@E828@0=5 2 @568< P a a S =0 A S , ?@54>AB025B5 C o p y A l l :0B> >?F8O. D 520;84=0 >?F8O 70 >B40;5G5=8 4O;>25, ?@54>AB025B5 f a l s e :0B> >?F8O. � 520;84=0 >?F8O 70 >B40;5G5=8 <5AB>?>;>65=8O, 87?>;720=0 70 70O2:0B0 70 2J7AB0=>2O20=5 8;8 0@E828@0=5 2 @568< P a a S =0 A S , B@O120 40 5 ?@07=0. v 520;84=0 >?F8O 70 D B S t o r a g e L o c a t i o n , 87?>;720=0 70 70O2:0B0 70 2J7AB0=>2O20=5 2 @568< P a a S =0 A S , B@O120 40 5 ?@07=0. C "078 >?5@0F8O =5 A5 ?>44J@60 >B A?5F80;878@0=8O ?@>4C:B =0 P o w e r B I . + @54>AB025=>B> 0@E82=> :>?85 =5 AJI5AB2C20. j I m a g e l o a d 70 1070B0 40==8 % { d a t a b a s e N a m e / } A5 87?J;=8 =5CA?5H=>, 70I>B> =0AB>OI8OB AJ@2J@ =5 5 3;02=8OB. 0 5CA?5H=0 2@J7:0 >B A z u r e S t o r a g e : % { m e s s a g e / } c "8?JB G;5= =5 <>65 40 1J45 C:070= 70 G;5= =0 @>;O =0 CA;C38B5 70 0=0;87 =0 A z u r e : % { m e m b e r N a m e / } . J B L O B =5 <>65 40 1J45 D8:A8@0= ?>@048 =5AJ>B25BAB285 =0 E T a g : % { m e s s a g e / } F U R I =0 :>=B59=5@ 70 B L O B AJA S A S <0@:5@ =5 >B3>20@O =0 A?5F8D8:0F8OB0. : >=D83C@8@0=8OB :>=B59=5@ =0 0@E82=>B> :>?85 5 =54>ABJ?5=. v @5<5B> 70 87G0:20=5 =0 70O2:0B0 87B5G5, BJ9 :0B> 5:75<?;O@JB =0 AJ@2J@0 =5 CA?O 40 872;5G5 :0:20B> 8 40 5 1070 40==8. b !J@2J@JB ?@5:@0B8 459=>ABB0, BJ9 :0B> 1@>OB 1078 40==8 A 3@5H:8 ?@8 >A2>1>64020=5B> =0428H8 ?@030. > $09;JB 70 2@J7:0 =0 U R I % { s t r U R L / } =5 <>60 40 1J45 872;5G5=. z !J4J@60=85B> =0 D09;0 70 2@J7:0 =0 U R L 04@5A % { s t r U R L / } =5 5 2 ?@028;=8O D>@<0B. 5>1E>48<> 5 40 70?>G20 A a s a z u r e : / / . K J7AB0=>2O20=5B> 5 =5CA?5H=>, BJ9 :0B> =5 15H5 =0<5@5= b l o b : % { b l o b N a m e / } U ><0=40B0 A t t a c h =5 A5 ?>44J@60 70 2J=H=8 ?>B@518B5;8 70 CA;C38B5 70 0=0;87 =0 A z u r e . j ><0=40B0 A t t a c h ?>44J@60 ?@8:0G20=5B> =0 1070 40==8 A0<> 2 @568< R e a d O n l y 70 CA;C38B5 70 0=0;87 =0 A z u r e . PAY ><0=40B0 A t t a c h 5 ?>72>;5=0 A0<> 2J2 2B>@8G=8 @5?;8:0F88 70 CA;C38B5 70 0=0;87 =0 A z u r e . g !?5F80;=> >B@545=0B0 2@J7:0 =0 04<8=8AB@0B>@ =5 5 @07@5H5=0 70 ?>B@518B5;8, :>8B> =5 A0 04<8=8AB@0B>@8. � ?5@0F8OB0 5 >B<5=5=0 ?>@048 4@C30 70O2:0 70 A?5F80;=> >B@545=0 2@J7:0 =0 04<8=8AB@0B>@. 07@5H5=0 5 A0<> 54=0 0:B82=0 A?5F80;=> >B@545=0 2@J7:0 =0 04<8=8AB@0B>@ 2 4045= <><5=B. L #:070=0 5 =520;84=0 ?0?:0 A 40==8 2 :>=D83C@0F8>==8O D09;: % { d a t a f o l d e r / } . b U R I % { s t r U R L / } =0 2@J7:0B0 5 =520;845=. >B@518B5;A:8OB H T T P S ?>@B =5 <>65 40 1J45 C:070= 2 U R I . 2 $C=:F8OB0 % { f e a t u r e _ n a m e / } 2A5 >I5 =5 A5 ?>44J@60. > "8?JB :>;>=0 % { c o l u m n n a m e / } =5 A5 ?>44J@60 70 B078 >?5@0F8O. { @>OB =0 :>;>=8B5 70 :><0=40B0 A n a l y z e R e f r e s h P o l i c y I m p a c t B@O120 40 1J45 1 . AB0=0;0B0 G0AB >B :>;>=8B5 I5 1J45 83=>@8@0=0. C "078 >?5@0F8O =5 A5 ?>44J@60 >B A?5F80;878@0=8O ?@>4C:B =0 P o w e r B I . � @5<5B> 70 87G0:20=5 =0 >?5@0F8OB0 70 >A2>1>64020=5 =0 1070B0 40==8 87B5G5. 5CA?5H=> >A2>1>64020=5 =0 1070B0 40==8 A % { d a t a b a s e i d / } . � D I S C O V E R _ P O W E R B I _ D A T A S O U R C E S =5 A5 ?>44J@60 872J= P o w e r B I P r e m i u m 8;8 =0 B01;8G5= <>45; AJA A2>9AB2> D e f a u l t P o w e r B I D a t a S o u r c e V e r s i o n , 704045=> =0 P o w e r B I _ V 1 . Z ;0=8@0=>B> >1=>2O20=5 5 >B<5=5=>, BJ9 :0B> 5 >B:@8B> =>2> >1=>2O20=5 2 AJI0B0 1070 40==8. G D I S C O V E R _ M _ E X P R E S S I O N S A5 ?>44J@60 A0<> 70 CA;C30B0 8 P o w e r B I P r e m i u m . � !2J@720=5B> A E@0=8;8I5 70 b l o b =0 A z u r e 5 =5CA?5H=>. @>25@5B5 >B=>2> =0AB@>9:0B0 =0 :>=B59=5@0 >B 0@E82=>B> <OAB> 70 AJE@0=5=85. B L O B 70 E@0=8;8I5 =5 AJI5AB2C20. � #25@5B5 A5, G5 A5 87?>;720B A0<> AJI5AB2C20I8 87B>G=8F8 =0 40==8, 4>102O=5B> =0 =>28 87B>G=8F8 =0 40==8 =5 5 @07@5H5=> 2 B078 >?5@0F8O. PA� @J7:0B0 :J< 2J=H5= 87B>G=8: =0 40==8 % { t h r o t t l i n g _ k e y / } =5 5 @07@5H5=0 ?>@048 B2J@45 <=>3> =5CA?5H=8 >?8B8 70 2@J7:0 A =520;84=8 845=B8D8:0F8>==8 40==8. { !J@2J@JB =5 <>65 40 =0<5@8 ?0?:0 =0 1070B0 40==8 A @538AB@0F8>=5= D09; 70 ?@5<0E20=5 G@57 ?JB 70 BJ@A5=5: % { s e a r c h P a t h / } . o !J@2J@JB =5 CA?O 40 >B:@85 @538AB@0F8>==8O D09; 70 ?@5<0E20=5 2 ?0?:0B0 =0 1070B0 40==8: % { d e t a c h L o g F o l d e r / } . { 070B0 40==8 % { d a t a b a s e N a m e / } =5 <>65 40 1J45 70O25=0 2 <><5=B0, BJ9 :0B> @568<JB =0 AJE@0=5=85 2 <><5=B0 A5 0:BC0;878@0. G D I S C O V E R _ P O W E R B I _ R O L E S A5 ?>44J@60 A0<> 70 P o w e r B I P r e m i u m 8 CA;C30B0. q 070B0 40==8 % { d a t a b a s e N a m e / } =5 <>65 40 A5 :>=25@B8@0 2 % { t a r g e t S t o r a g e M o d e / } , BJ9 :0B> 25G5 5 2 B>78 @568<. u 5B>4JB G e t E s t i m a t e d D a t a b a s e S i z e =5 A5 ?>44J@60 70 1070 40==8 A @568< =0 AJE@0=5=85 70 0@E828@0=5 % { d a t a b a s e N a m e / } . Q 7B8G0=5 =0 2@5<5B> 70 87G0:20=5 =0 70O2:0 70 0:0C=B 70 AJE@0=5=85: % { m e s s a g e / } ; 0O2:0B0 70 0:0C=B 70 AJE@0=5=85 5 >3@0=8G5=0: % { m e s s a g e / } 3 8=0<8G=0B0 DC=:F8O % { f e a t u r e N a m e / } =5 5 >B:@8B0. P !2>9AB2>B> D y n a m i c F e a t u r e S w i t c h A5 ?>44J@60 A0<> 70 P o w e r B I P r e m i u m 8 CA;C30B0. U#A;C38B5 70 0=0;87 =5 @07@5H020B <5AB>?>;>65=85B> 70 AJE@0=5=85 " % { s t o r a g e l o c a t i o n / } " =0 4O;0 " % { p a r t i t i o n / } " 40 A5 @07?>;030 ?>4 48@5:B>@8OB0 70 40==8 =0 AJ@2J@0. 09- ;5A=8OB =0G8= 70 >BAB@0=O20=5 =0 B>78 ?@>1;5< 5 40 AJ74045B5 0@E825= D09; 8 40 3> 2J7AB0=>28B5, :0B> C:065B5 =0=0AO=5B> =0 ?@028;=>B> <5AB>?>;>65=85B> 70 AJE@0=5=85 =0 4O;0. < ;NGJB 70 H8D@>20=5 70 1070B0 40==8 " % { s t r R e f / } " 5 ?@><5=5=. = :BC0;870F88B5 =0 A2>9AB2>B> 70 :>=D83C@8@0=5 =5 A0 70?075=8. Y ><0=40B0 =5 <>65 40 A5 >B<5=8, BJ9 :0B> 2 <><5=B0 =O<0 87?J;=O20I0 A5 :><0=40 2 A5A8OB0. y S h a r d D i r e c t o r y =5 AJ>1I020, G5 A;54=8B5 H0@4>25 A0 =0;8G=8 2J2 2J75;0 70 872J=<0I01=0B0 70O2:0: " % { M i s s i n g P a r t i t i o n I D s / } " h @8 >?8B 70 87?J;=5=85 =0 >?5@0F8O 70 0@E828@0=5 2 1070B0 40==8 % { i d / } , 1070B0 40==8 =5 15H5 =0<5@5=0. ? ;NGJB 70 H8D@>20=5 70 1070B0 40==8 " % { s t r R e f / } " =5 5 ?@><5=5=. r B40;5G5=8OB 4O; % { p a r t i t i o n / } 5 >?@545;5= :0B> R O L A P 8;8 H O L A P , => 2A8G:8 R O L A P 70O2:8 I5 A5 87?J;=OB >B >1@075F. PA Q % { t y p e n a m e / } A " % { i d / } " 25G5 AJI5AB2C20 2 " % { p a r e n t n a m e / } " % { p a r e n t t y p e n a m e / } . PAV % { t y p e n a m e / } A 8<5B> " % { n a m e / } " 25G5 AJI5AB2C20 2 " % { p a r e n t n a m e / } " % { p a r e n t t y p e n a m e / } . T % { t y p e n a m e / } A " % { i d / } " =5 <>65 40 A5 >B:@85 2 " % { p a r e n t i d / } " % { p a r e n t t y p e n a m e / } . � % { t y p e n a m e / } A " % { i d / } " =5 AJI5AB2C20 2 % { p a r e n t t y p e n a m e / } A " % { p a r e n t i d / } " 8;8 ?>B@518B5;OB =O<0 @07@5H5=8O 70 4>ABJ? 4> >15:B0. r @5?@0B:0B0 :J< >15:B " % { o b j r e f i d s / } " 5 =520;84=0. "O =5 >B3>20@O =0 AB@C:BC@0B0 =0 95@0@E8OB0 =0 :;0A0 <5B040==8. � % { t y p e n a m e / } A 8<5 % { n a m e / } 25G5 AJI5AB2C20 2 % { p a r e n t n a m e / } % { p a r e n t t y p e n a m e / } . "8?JB B@O120 40 A5 87B@85 2 >B45;=0 B@0=70:F8O ?@548 AJ74020=5B> =0 B>78 >15:Bs =AB@C:F8OB0 A L T E R B@O120 40 A5 @073J=5 =0?J;=>, BJ9 :0B> I5 4>2545 4> AB@C:BC@=0 ?@><O=0 =0 % { n a m e / } % { t y p e n a m e / } . ] 15:B8B5 =0 @>;8 =0 AJ@2J@8 8 AJ@2J@8 =5 <>30B 40 A5 AJ74020B, 87B@820B 8;8 @073J20B =0?J;=>. r "@0=70:F8OB0 =5 <>65 40 A5 872J@H8, BJ9 :0B> ?> 2@5<5 =0 B@0=70:F8OB0 548= 8;8 ?>25G5 >15:B0 A0 AB0=0;8 =520;84=8. = % { t y p e n a m e / } A " % { i d / } " =5 5 20;845= >15:B 70 >1@01>B20=5. � 45=B8D8:0B>@JB " % { i d / } " =0 % { t y p e n a m e / } 5 =520;845=, BJ9 :0B> B>78 5 @575@28@0=0 4C<0, AJ4J@60 548= 8;8 ?>25G5 =520;84=8 7=0F8: " % { i n v a l i d c h a r s / } " 8;8 5 ?>- 4J;J3 >B 1 0 0 7=0:0. @ "8?JB =0 ?@>F5A0, C:070= 70 % { n a m e / } % { t y p e n a m e / } , =5 5 20;845=. W "8?JB =0 @>48B5;A:0B0 ?@5?@0B:0 =5 <>65 40 A5 4>1028 :J< 45D8=8F8OB0 =0 C:070=8O >15:B. � 5D8=8F8OB0 =0 >15:B0, ?@54>AB025=0 70 8=AB@C:F8OB0 A L T E R 5 >B @07;8G5= B8? >B B>78 =0 ?@5?@0B:0B0 :J< >15:B0, :>9B> B@O120 40 A5 ?@><5=8. � =0 >15:B0 =5 <>65 40 A5 ?@><5=8 >B " % { s t r I D / } " =0 " % { s t r N e w I D / } " 70 " % { n a m e / } " % { t y p e n a m e / } . =0 >15:B0 =5 <>65 40 A5 ?@><5=8 >B 8=AB@C:F8O A L T E R . � =0 >15:B0 ;8?A20 >B 45D8=8F8OB0 =0 >15:B0 =0 % { s t r N a m e / } . >30B> 8=AB@C:F8O C R E A T E 704045 >?F8OB0 70 ?@570?8A20=5 =0 >15:B0, 8=AB@C:F8OB0 878A:20 =0 >15:B. � <5B> =0 @538AB@0F8>==8O D09; 70 3@5H:0B0 2 :;NG0 " % { f i l e n a m e / } " =0 " % { n a m e / } " % { t y p e n a m e / } 5 =520;84=>. <5B> =0 D09;0 5 B2J@45 4J;3> 8;8 AJ4J@60 7=0F8, :>8B> A0 =520;84=8 8;8 @575@28@0=8. a 0;84=>ABB0 =0 % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " 5 0=C;8@0=0 >B >?5@0F88 2 B@0=70:F8OB0. � <5B> " % { n a m e / } " 70 % { t y p e n a m e / } =5 5 20;84=>, BJ9 :0B> B>20 8<5 5 @575@28@0=0 4C<0, AJ4J@60 548= 8;8 ?>25G5 =520;84=8 7=0F8 ( % { i n v a l i d c h a r s / } ) 8;8 5 ?>- 4J;3> >B 1 0 0 7=0:0. a ;02=8OB 87B>G=8: =0 40==8 " % { m a s t e r d a t a s o u r c e i d / } " =0 1070B0 40==8 " % { d a t a b a s e / } " =5 AJI5AB2C20. a =0;87JB =0 2J7459AB285 2 G0:0I0 B@0=70:F8O =5 <>65 40 ?>44J@60 :><0=40 C R E A T E , D E L E T E 8;8 A L T E R . F 8@5:B>@8OB0 A 40==8 =0 AJ@2J@0 =5 AJI5AB2C20 8 =5 <>65 40 A5 AJ74045. Z "8?JB =0 ?@>F5A0, C:070= 70 % { n a m e / } % { t y p e n a m e / } , =5 5 20;845=, BJ9 :0B> =5 A5 >1@01>B20. d !J?>AB02O=5B> " % { c o l l a t i o n / } " =0 " % { n a m e / } " % { t y p e n a m e / } =5 5 20;84=> 8;8 =5 A5 ?>44J@60 >B AJ@2J@0. 5 " % { i d / } " 70 % { t y p e n a m e / } 5 ?@075= 8;8 =5 5 C:070=. ; <5B> " % { n a m e / } " =0 % { t y p e n a m e / } 5 ?@07=> 8;8 =5 5 C:070=>. � 0;84=>ABB0 =0 % { n a m e / } % { t y p e n a m e / } 5 0=C;8@0=0 >B >?5@0F88 2 B@0=70:F8OB0. @548 872J@H20=5B> =0 4@C30 >?5@0F8O 2 B>78 >15:B >15:BJB B@O120 40 A5 ?@><5=8. N J7=8:=0 3@5H:0 ?@8 AJ74020=5B> =0 >15:B =0 <5B040==8 >B D09;0 " % { f i l e n a m e / } " . Q J7=8:=0 3@5H:0 ?@8 70@5640=5 =0 % { t y p e n a m e / } % { n a m e / } >B D09;0 % { f i l e n a m e / } . � J7=8:=0 3@5H:0 ?@8 70@5640=5B> =0 40==8 =0 V e r t i P a q 70 B01;8F0B0 " % { d i m I d / } " 2 1070B0 40==8 " % { D B I d / } " . 15:BJB 2 1070B0 40==8 5 ?>2@545= 8 =5 <>65 40 A5 70O28. 7B@89B5 B078 1070 40==8 >B AJ@2J@0, 2J7AB0=>25B5 O >B 0@E820 8;8 O AJ7409B5/ >1@01>B5B5. s 5 <>65 40 A5 @07@5H8 @568< D i r e c t Q u e r y 70 1070B0 40==8 % { D B N a m e / } , BJ9 :0B> AJ@2J@JB =5 @01>B8 2 B01;8G5= @568<. S J7=8:=0 3@5H:0 ?@8 70@5640=5 =0 B01;8F0B0 ' % { t a b l e n a m e / } ' >B D09;0 ' % { f i l e n a m e / } ' . _ J7=8:=0 3@5H:0 ?@8 70@5640=5 =0 8=D>@<0F8>==8O D09; ' % { f i l e n a m e / } ' 70 ' % { n a m e / } ' % { t y p e n a m e / } . PA� 070B0 40==8 % { D B N a m e / } 5 A =82> =0 AJ2<5AB8<>AB, ?>- 3>;O<> >B 1 1 0 3 , AJA S t o r a g e E n g i n e U s e d , 704045=> =0 I n M e m o r y . "01;8G=0B0 1070 40==8 A =82> =0 AJ2<5AB8<>AB 1 2 0 0 8;8 ?>25G5 B@O120 40 87?>;720 S t o r a g e E n g i n e U s e d , 704045=> =0 T a b u l a r M e t a d a t a . z 070B0 40==8 % { D B N a m e / } 87?>;720 A8AB5<0 70 AJE@0=5=85 T a b u l a r M e t a d a t a 8 =5 ?>44J@60 0=>B0F88 =0 =82>B> =0 1070B0 40==8. PA � 73;54JB =0 87B>G=8: =0 40==8 " % { d a t a s o u r c e v i e w i d / } " =0 87<5@5=85B> " % { d i m e n s i o n / } " =5 >B3>20@O =0 AJI5AB2C20I 87B>G=8: =0 40==8 2 1070B0 40==8. � 5@0@E8OB0 ?> ?>4@0718@0=5 % { d e f a u l t h i e r a r c h y / } =0 87<5@5=85B> % { d i m e n s i o n / } =5 >B3>20@O =0 AJI5AB2C20I0 95@0@E8O 2 87<5@5=85B>. * 7<5@5=85B> % { d i m e n s i o n / } =O<0 0B@81CB8. J 7<5@5=85B> % { d i m e n s i o n / } 8<0 F8:J; 2 4803@0<0B0 =0 @5;0F8OB0 =0 0B@81CB0. M 7<5@5=85B> % { d i m e n s i o n / } @07?>;030 A =C;0 8;8 <=>65AB2> 0B@81CB8 =0 :;NG>25. � 5@0@E8OB0 =0 0B@81CB8B5 70 0B@81CB0 % { p r o p e r t y / } =5 <>65 40 A5 AJ74045, BJ9 :0B> 25G5 AJI5AB2C20 95@0@E8O AJA AJI8O 8;8 8<5. � >45;JB 70 AJ18@0=5 =0 40==8 =0 O L A P , >B3>20@OI =0 =0 <>45;0 70 AJ18@0=5 =0 40==8 =0 87B>G=8:0 " % { m i n i n g m o d e l i d / } " =0 87<5@5=85B> 70 AJ18@0=5 =0 40==8 " % { d i m e n s i o n / } " , =5 AJI5AB2C20 8;8 ?>B@518B5;OB =O<0 4>ABJ? 4> <>45;0 70 AJ18@0=5 =0 40==8 =0 O L A P . e 7<5@5=85B> 70 AJ18@0=5 =0 40==8 % { d i m e n s i o n / } =O<0 95@0@E8O M i n i n g C o n t e n t N o d e s 70 @>48B5;- =0A;54=8:. � B@81CBJB =0 :;NG0 =0 87<5@5=85B> 70 AJ18@0=5 =0 40==8 % { d i m e n s i o n / } =5 AJ4J@60 704J;68B5;=8O A@>45= 0B@81CB A 8<5 A T T R I B U T E _ N A M E . ] 7<5@5=85B> " % { d i m e n s i o n / } " =O<0 >?@545;5=8 >B ?>B@518B5;O 95@0@E88 8;8 95@0@E88 70 0B@81CB8. V 7<5@5=85B> =0 87B>G=8:0 =0 A2J@70=>B> 87<5@5=85 " % { d i m e n s i o n / } " =5 <>65 40 A5 A2J@65. s 7<5@5=85B> " % { d i m e n s i o n / } " 5 A2J@70=>, R O L A P 8;8 ?@>0:B82=> :5H8@0=> 8 =5 <>65 40 8<0 =5AJ>B25BAB20I8 >12J@720=8O. A 7B>G=8:JB =0 87<5@5=85B> " % { d i m e n s i o n / } " ;8?A20 8;8 5 =520;845=. S 7<5@5=85B> % { d i m e n s i o n / } @07?>;030 A =520;84=> >12J@720=5 A 87<5@5=85B> =0 :C10. 8 7<5@5=85B> % { d i m e n s i o n / } 8<0 <=>3> @>48B5;A:8 0B@81CB8. PA� 7<5@5=85B> " % { d i m e n s i o n / } " A <>45;0 =0 AJ18@0=5 =0 40==8 =0 87B>G=8:0 " % { m i n i n g m o d e l / } " =5 <>65 40 A5 >1@01>B8. ;3>@8BJ<JB 70 <>45;0 70 AJ18@0=5 =0 40==8 =0 87B>G=8:0 =5 ?>44J@60 87<5@5=8O 70 AJ18@0=5 =0 40==8. � 7<5@5=85B> " % { d i m e n s i o n / } " 5 >B B8? " @>48B5;- =0A;54=8:" 8 5 R O L A P 8;8 ?@>0:B82=> :5H8@0=>. "078 :><18=0F8O >B DC=:F88 =5 A5 ?>44J@60. p 7<5@5=85B> " % { d i m e n s i o n / } " ?>44J@60 0B@81CB A =520;84=> 8<5: " % { a t t r i b u t e _ n a m e / } " 5 54=0 >B @575@28@0=8B5 4C<8. x 7<5@5=85B> " % { d i m e n s i o n / } " AJ4J@60 A2>9AB2> =0 G;5= A =520;84=> 8<5: " % { m e m b _ p r o p _ n a m e / } " 5 54=0 >B @575@28@0=8B5 4C<8. b #:070=> 5 =520;84=> 8<5 =0 =82>B> >B 95@0@E8OB0: 8<5B> =0 =82>B> >B 95@0@E8OB0 =5 <>65 40 5 ( A l l ) . ^ #:070=> 5 =520;84=> 8<5 =0 87B>G=8:0 =0 40==8: 8<5B> =0 87B>G=8:0 =0 40==8 =5 <>65 40 5 ( A l l ) . Y #:070= 5 =520;845= =0 87B>G=8:0 =0 40==8: =0 87B>G=8:0 =0 40==8 =5 <>65 40 5 ( A l l ) . @ 7B>G=8:JB =0 3@C?0B0 <5@:8 " % { d e t a i l / } " ;8?A20 8;8 5 =520;845=. { O;JB % { p a r t i t i o n C a p t i o n / } =5 <>65 40 8<0 ?5@A>=0;878@0=> <OAB> 70 AJE@0=5=85, BJ9 :0B> ?@8=04;568 :J< D09; =0 ;>:0;5= :C1. \ J?;JI020=5B> A B5:CI8O ?>B@518B5; =5 A5 ?>44J@60, :>30B> @568<JB =0 @07?>;030=5 5 B01;8G5=. _ 070B0 40==8 " % { d a t a b a s e n a m e / } " =5 AJI5AB2C20 8;8 =5 @07?>;030B5 A @07@5H5=8O 70 4>ABJ? 4> =5O. � #A;C38 70 0=0;87 A5 87?J;=O20 2 <=>3>87<5@5= @568<, A2>9AB2>B> S t o r a g e M o d e =0 3@C?0B0 70 87<5@20=5 % { n a m e / } =5 <>65 40 1J45 704045=> =0 I n M e m o r y . � 01>@8 >B 40==8 A ?>ABJ?:>2> >1=>2O20=5 8 B01;8F8 D i r e c t Q u e r y 2 87B>G=8F8 =0 40==8, @07;8G=8 >B S Q L S e r v e r , T e r a d a t a 8 O r a c l e , =5 A0 ?>72>;5=8. PA H >;>=8B5 =0 :;NG>25B5 =0 0B@81CB0 % { p r o p e r t y / } ;8?A20B 8;8 A0 =520;84=8. n =0 0B@81CB0 % { o r d e r b y p r o p e r t y i d / } o r d e r b y =0 0B@81CB0 % { p r o p e r t y / } =5 AJI5AB2C20 8;8 =5 5 A2>9AB2> =0 G;5=. } =0 A2>9AB2>B> =0 G;5=0 " % { r e l a t e d p r o p e r t y i d / } " 2 0B@81CB0 " % { p r o p e r t y / } " =5 >B3>20@O =0 AJI5AB2C20I 0B@81CB 2 87<5@5=85B>. g B@81CBJB " % { p r o p e r t y / } " =5 5 0B@81CB =0 :;NG, => 5 A2J@70= A @>48B5;A:8O 0B@81CB " % { p a r e n t p r o p e r t y / } " . � >;>=8B5 =0 :;NG>25B5 =0 @>48B5;A:8O 0B@81CB " % { p a r e n t p r o p e r t y / } " B@O120 40 8<0B AJI0B0 :><?>78F8O 8 B8? =0 40==8B5 :0B> B578 =0 0B@81CB0 =0 :;NG0 " % { k e y p r o p e r t y / } " . \ >;>=0B0 =0 8<5B> =0 0B@81CB0 " % { p r o p e r t y / } " ;8?A20 8;8 8<0 B8? =0 40==8B5, @07;8G5= >B =87. d !2>9AB2>B> U s a g e =0 0B@81CB0 " % { p r o p e r t y / } " 5 704045=> =0 P a r e n t , => A2>9AB2>B> R o o t M e m b e r I f ;8?A20. � >;>=0B0 =0 ?@>?CA=0B8B5 =820 =0 0B@81CB0 % { p r o p e r t y / } =5 5 20;84=0, BJ9 :0B> 0B@81CBJB =5 5 @>48B5;A:8 0B@81CB 8;8 B8?JB 40==8 =5 5 FO;> G8A;>. e 5@A>=0;878@0=0B0 A1>@=0 :>;>=0 =0 0B@81CB0 % { p r o p e r t y / } =5 5 20;84=0, BJ9 :0B> B8?JB 40==8 =5 5 =87. q 5@A>=0;878@0=0B0 :>;>=0 70 A1>@=8 A2>9AB20 =0 0B@81CB0 % { p r o p e r t y / } =5 5 20;84=0, BJ9 :0B> B8?JB 40==8 =5 5 =87. � >;>=0B0 =0 C=0@=8O >?5@0B>@ =0 0B@81CB0 % { p r o p e r t y / } =5 5 20;84=0, BJ9 :0B> 0B@81CBJB =5 5 @>48B5;A:8 0B@81CB 8;8 B8?JB 40==8 =5 5 =87. y 48= 8;8 ?>25G5 ?@52>48 =0 0B@81CB0 % { p r o p e r t y / } 8<0B :>;>=0 A =04?8A, :>OB> =5 5 20;84=0, BJ9 :0B> B8?JB 40==8 =5 5 =87. = 7B>G=8:JB =0 0B@81CB0 " % { p r o p e r t y / } " ;8?A20 8;8 5 =520;845=. PA� B@81CBJB % { p r o p e r t y / } 5 >?@545;5= >B ?>B@518B5;O 0B@81CB 70 3@C?8@0=5, => >12J@720=8OB0 =0 0B@81CB0 A ?5@A>=0;878@0=8 70:@J3;5=8 AB>9=>AB8, C=0@5= >?5@0B>@ 8;8 ?@>?CA=0B8 =820 =5 A5 @07@5H020B. E 8A:@5B878@0=8OB 0B@81CB " % { p r o p e r t y / } " =5 <>65 40 8<0 <=>3> :;NG>25. | 5B>4JB =0 A5@80;870F8O, C:070= 70 0B@81CB0 " % { p r o p e r t y / } " , 5 =520;845=, BJ9 :0B> B>78 0B@81CB 5 A2J@70= A =5F8D@>20 :>;>=0. G 8A:@5B878@0=8OB 0B@81CB " % { p r o p e r t y / } " =5 <>65 40 8<0 A@>4=8 0B@81CB8. � B@81CBJB % { p r o p e r t y / } =5 <>65 40 A5 03@538@0. ">78 0B@81CB 157 2J7<>6=>AB 70 03@538@0=5 =5 <>65 40 A5 A2J@65 A @>48B5;A:8O 0B@81CB % { p a r e n t p r o p e r t y / } . m B@81CBJB % { p r o p e r t y / } =5 <>65 40 8<0 B@0=A;0F88, BJ9 :0B> A2>9AB2>B> U s a g e =0 0B@81CB0 5 704045=> =0 P a r e n t . u B@81CBJB " % { p r o p e r t y / } " =5 <>65 40 8<0 A2>9AB20 =0 G;5=, BJ9 :0B> A2>9AB2>B> U s a g e =0 0B@81CB0 5 704045=> =0 P a r e n t . r B@81CBJB " % { p r o p e r t y / } " =5 <>65 40 A5 48A:@5B878@0, BJ9 :0B> A2>9AB2>B> U s a g e =0 0B@81CB0 5 704045=> =0 " P a r e n t " . � B@81CBJB % { p r o p e r t y / } =5 <>65 40 8<0 >?@545;5=8 >B ?>B@518B5;O 3@C?8, BJ9 :0B> A2>9AB2>B> U s a g e =0 0B@81CB0 5 704045=> =0 P a r e n t . D B@81CBJB =0 :;NG0 % { p r o p e r t y / } =O<0 @07@5H5=0 95@0@E8O =0 0B@81CB8. 9 >48B5;A:8OB 0B@81CB % { p r o p e r t y / } =5 <>65 40 A5 03@538@0. X JB@5H=0 3@5H:0: >;>=0B0 M e m b e r V a l u e =0 0B@81CB0 % { p r o p e r t y / } 5 A =520;84=> >12J@720=5. t !J?>AB02O=5B> % { c o l l a t i o n / } =0 :>;>=0B0 =0 :;NG0 =0 0B@81CB0 % { p r o p e r t y / } 5 =520;84=> 8;8 =5 A5 ?>44J@60 >B AJ@2J@0. � >;>=0B0 =0 8<5B> =0 0B@81CB0 " % { p r o p e r t y / } " 8<0 AJ?>AB02O=5 " % { c o l l a t i o n / } " . ">20 AJ?>AB02O=5 =5 5 20;84=> 8;8 =5 A5 ?>44J@60 >B AJ@2J@0. t B@81CBJB % { p r o p e r t y / } =5 <>65 40 8<0 A2>9AB20 =0 G;5=, BJ9 :0B> B>78 0B@81CB =O<0 @07@5H5=0 95@0@E8O =0 0B@81CB8. ) 5@0@E8OB0 " % { h i e r a r c h y / } " 8<0 =C;0 =820. � 5@0@E8OB0 " % { h i e r a r c h y / } " 8<0 425 =820, " % { l e v e l 1 / } " " % { l e v e l 2 / } " , :>8B> 8<0B 548= 8 AJI 0B@81CB =0 87B>G=8:0 " % { s o u r c e p r o p e r t y / } " . T 5@0@E8OB0 % { h i e r a r c h y / } =5 <>65 40 8<0 =82> " @>48B5;- =0A;54=8:" >A25= 4@C38B5 =820. e ?5@0F8OB0 70 3@C?8@0=5 =5 <>65 40 A5 872J@H8 2 87<5@5=85B> % { d i m e n s i o n / } , BJ9 :0B> 5 87<5@5=85 R O L A P � 0AB@>9:0B0 M i n C o n t a i n e r C o u n t 5 AJA AB>9=>AB, ?>- 3>;O<0 >B B078 2 =0AB@>9:0B0 M a x C o n t a i n e r C o u n t . 7?>;720I0 AB>9=>ABB0 =0 =0AB@>9:0B0 M a x C o n t a i n e r C o u n t 70 =0AB@>9:8B5 M i n C o n t a i n e r C o u n t 8 M a x C o n t a i n e r C o u n t . PA z =0 0B@81CB0 =0 87B>G=8:0 " % { s o u r c e p r o p e r t y i d / } " =0 =82>B> " % { l e v e l / } " =5 >B3>20@O =0 AJI5AB2C20I 0B@81CB 2 87<5@5=85B>. ? 82>B> % { l e v e l / } 5 =82> A l l , => =5 5 ?J@2>B> =82> 2 95@0@E8OB0. =0 @>48B5;A:8O 0B@81CB " % { p a r e n t p r o p e r t y i d / } " =0 =82>B> " % { l e v e l / } " =5 AJI5AB2C20 2 87<5@5=85B> 8;8 =5 5 @>48B5;A:8 0B@81CB. o 5@0@E8OB0 =0 0B@81CB8B5 70 0B@81CB0 =0 87B>G=8:0 " % { s o u r c e p r o p e r t y / } " =0 " % { l e v e l / } " % { t y p e n a m e / } 5 701@0=5=0. c !2>9AB2>B> U s a g e 70 0B@81CB0 =0 87B>G=8:0 " % { s o u r c e p r o p e r t y / } " =0 " % { l e v e l / } " 5 704045=> =0 P a r e n t . � B@81CBJB =0 87B>G=8:0 157 2J7<>6=>AB 70 03@538@0=5 % { s o u r c e p r o p e r t y / } =5 <>65 40 ?@8=04;568 :J< =82>B> % { l e v e l / } , BJ9 :0B> B>20 =82> =5 5 =09- 3>@=>B> =82> 2 95@0@E8OB0. h B@81CBJB =0 87B>G=8:0 % { s o u r c e p r o p e r t y / } 70 @>48B5;A:>- 4JI5@=> =82> % { l e v e l / } =5 5 0B@81CB =0 :;NG. d C1>25B5 =0 A5A88 =5 <>30B 40 A5 ?@570?8A20B, ?>@048 :>5B> =5 <>30B 40 A5 AJ74020B A A l l o w O v e r w r i t e . PA � =0 873;540 =0 87B>G=8: =0 40==8 " % { d a t a s o u r c e v i e w i d / } " =0 :C10 " % { c u b e / } " =5 >B3>20@O =0 AJI5AB2C20I 873;54 =0 87B>G=8: =0 40==8 2 1070B0 40==8. N O@:0B0 ?> ?>4@0718@0=5 " % { d e f a u l t m e a s u r e / } " =0 :C10 " % { c u b e / } " =5 AJI5AB2C20. k 7<5@5=85B> A =0 % { d i m e n s i o n i d / } , 8<5 % { d i m e n s i o n N a m e / } , ?>A>G5=> >B :C10 % { c u b e / } , =5 AJI5AB2C20. { B@81CBJB A " % { p r o p e r t y i d / } " , 8<5 " % { p r o p e r t y n a m e / } " , ?>A>G5= >B 87<5@5=85B> =0 :C10 " % { c u b e d i m e n s i o n / } " , =5 AJI5AB2C20. 5@0@E8OB0 A " % { h i e r a r c h y i d / } " , 8<5 " % { h i e r a r c h y n a m e / } " , ?>A>G5=0 >B 87<5@5=85B> =0 :C10 " % { c u b e d i m e n s i o n / } " , =5 AJI5AB2C20. v 82>B> A " % { l e v e l i d / } " , 8<5 " % { l e v e l n a m e / } " , ?>A>G5=> >B 95@0@E8OB0 =0 :C1>25B5 " % { c u b e h i e r a r c h y / } " , =5 AJI5AB2C20. L C1JB " % { c u b e / } " 8< <O@:0 A " % { m e a s u r e i d / } " 2 ?>25G5 >B 54=0 3@C?0 <5@:8. R C1JB " % { c u b e / } " 8<0 <O@:0 A 8<5B> " % { m e a s u r e n a m e / } " 2 ?>25G5 >B 54=0 3@C?0 <5@:8. Y C1JB " % { c u b e / } " =O<0 3@C?8 <5@:8. 48= :C1 B@O120 40 AJ4J@60 =09- <0;:> 54=0 3@C?0 <5@:8. 3 7B>G=8:JB =0 :C10 % { c u b e / } ;8?A20 8;8 5 =520;845=. { =0 87B>G=8:0 =0 40==8 " % { d a t a s o u r c e i d / } " =0 :C10 " % { c u b e / } " =5 >B3>20@O =0 AJI5AB2C20I 87B>G=8: =0 40==8 2 1070B0 40==8. � B@81CBJB =0 :C10 A " % { p r o p e r t y i d / } " 8 8<5 " % { p r o p e r t y n a m e / } " , ?>A>G5= >B 87<5@5=85B> =0 :C10 " % { c u b e d i m e n s i o n / } " 5 @>48B5;A:8 0B@81CB, ?>@048 :>5B> =53>20B0 95@0@E8O =0 0B@81CB8 B@O120 40 5 @07@5H5=0. PA � 7<5@5=85B> =0 ?>4@>1=8 40==8 A " % { d i m e n s i o n i d / } " , 8<5 " % { d i m e n s i o n n a m e / } " , ?>A>G5=> >B 3@C?0B0 <5@:8 " % { d e t a i l / } " , =5 AJI5AB2C20. � B@81CBJB A " % { p r o p e r t y i d / } " , 8<5 " % { p r o p e r t y n a m e / } " , ?>A>G5= >B 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " , =5 AJI5AB2C20. � >;>=8B5 =0 :;NG>25B5 >B 0B@81CB0 =0 3@C?0B0 <5@:8 % { d e t a i l p r o p e r t y / } =5 AJ>B25BAB20 =0 B8?0 =0 40==8B5 8;8 G8A;0 2 :>;>=8B5 =0 :;NG>25B5 >B 0B@81CB0 =0 87B>G=8:0. � 5@0@E8OB0 A " % { h i e r a r c h y i d / } " , 8<5 " % { h i e r a r c h y n a m e / } " , ?>A>G5=0 >B 87<5@5=85B> =0 3@C?0B0 <5@:8 % { d e t a i l d i m e n s i o n / } , =5 AJI5AB2C20. � 7<5@5=85B> =0 3@C?0B0 <5@:8 A " % { d e t a i l d i m e n s i o n i d / } " , 8<5 " % { n a m e / } " , ?>A>G5=> >B <O@:0B0 " % { m e a s u r e / } " , =5 AJI5AB2C20 8;8 =5 AJ4J@60 B>G=> 548= 0B@81CB =0 3@0=C;0@=>AB. D 3@C?0B0 <5@:8 " % { d e t a i l / } " =5 AJI5AB2C20B 7028A8<>AB8 A 87<5@5=8O. - @C?0B0 70 87<5@20=5 % { d e t a i l / } =O<0 <5@:8. f "8?JB =0 40==8B5 =0 3@C?0B0 " % { m e a s u r e / } " =5 5 20;845=, BJ9 :0B> B8?JB 40==8 =0 <O@:0B0 5 >B B8? =87. D @C?0B0 <5@:8 " % { d e t a i l / } " 8<0 ?>25G5 >B 54=0 <O@:0 A @07;8G5= 1@>9. n @C?0B0 <5@:8 " % { d e t a i l / } " =5 5 48=0<8G=> A2J@70=0, => AJ4J@60 48=0<8G=> A2J@70=>B> 87<5@5=85 " % { d i m e n s i o n / } " . T @C?0B0 <5@:8 " % { d e t a i l / } " =5 <>65 40 A5 A2J@65 AJA A2>OB0 3@C?0 <5@:8 =0 87B>G=8:0. l @C?0B0 <5@:8 " % { d e t a i l / } " =5 <>65 40 8<0 =5AJ>B25BAB20I8 >12J@720=8O, BJ9 :0B> B078 3@C?0 <5@:8 5 A2J@70=0. > 7B>G=8:JB =0 3@C?0B0 <5@:8 % { d e t a i l / } ;8?A20 8;8 5 =520;845=. ; 7B>G=8:JB =0 <O@:0B0 " % { m e a s u r e / } " ;8?A20 8;8 5 =520;845=. � @C?0B0 <5@:8 " % { d e t a i l / } " 5 A2J@70=0, => B078 3@C?0 AJ4J@60 87<5@5=85 =0 =5A2J@70=0 3@C?0 <5@:8 A 8<5B> " % { d i m e n s i o n / } " . 7<5@5=85B> " % { d i m e n s i o n / } " B@O120 40 5 8=48@5:B=>, ?@5?@0I0I> 87<5@5=85 8;8 87<5@5=85 70 AJ18@0=5 =0 40==8. � B@81CBJB 70 3@0=C;0@=>AB " % { d e t a i l p r o p e r t y / } " 2 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " =O<0 @07@5H5=0 95@0@E8O =0 0B@81CB8B5. M U n k n o w n M e m b e r =5 5 20;84=0 AB>9=>AB 70 N u l l P r o c e s s i n g 70 <O@:0B0 % { m e a s u r e / } . . � 7<5@5=85B> " % { d i m e n s i o n / } " 2 3@C?0B0 <5@:8 " % { d e t a i l / } " 8<0 =C;0 8;8 <=>3> 0B@81CB8 70 3@0=C;0@=>AB. 7<5@5=85B> B@O120 40 8<0 B>G=> 548= 0B@81CB. � B@81CBJB 70 3@0=C;0@=>AB % { d e t a i l p r o p e r t y / } 2 87<5@5=85B> =0 3@C?0B0 <5@:8 % { d e t a i l d i m e n s i o n / } =5 5 20;845=, BJ9 :0B> 5 @>48B5;A:8 0B@81CB. � "8?JB =0 40==8B5 =0 <O@:0B0 " % { m e a s u r e / } " B@O120 40 5 AJI8OB :0B> B8?JB 40==8 =0 87B>G=8:0. ">20 5 B0:0, 70I>B> 03@530B=0B0 DC=:F8O =5 5 704045=0 =0 1@>9 8;8 @07;8G5= 1@>9. PA_ 7@07JB =0 <O@:0B0 % { m e a s u r e / } =5 5 2J2 D>@<0B [ m e a s u r e 1 ] * [ m e a s u r e 2 ] 8;8 [ m e a s u r e 1 ] / [ m e a s u r e 2 ] . [ 7@07JB =0 <O@:0B0 % { m e a s u r e / } AJ4J@60 >?5@0=40 [ % { o p e r a n d / } ] , :>9B> =5 <>65 40 A5 @07@5H8. s 5A=8OB >?5@0=4 " % { o p e r a n d / } " =0 87@070 =0 <O@:0B0 " % { m e a s u r e / } " =5 <>65 40 ?@8=04;568 :J< 54=0 8 AJI0 3@C?0 <5@:8. Y ?5@0=4JB " % { o p e r a n d / } " =0 87@070 =0 <O@:0B0 " % { m e a s u r e / } " =5 <>65 40 8<0 87@07 =0 <O@:0. { 3@530B=0B0 DC=:F8O =0 <O@:0B0 " % { m e a s u r e / } " B@O120 40 5 A1>@, 1@>9, <8=. 8;8 <0:A. , BJ9 :0B> DC=:F8OB0 8<0 87@07 =0 <O@:0. x 3@530B=0B0 DC=:F8O =0 ;528O >?5@0=4 % { o p e r a n d / } =0 87@070 =0 <O@:0B0 % { m e a s u r e / } B@O120 40 5 A1>@, 1@>9, <8=. 8;8 <0:A. � 3@530B=0B0 DC=:F8O =0 45A=8O >?5@0=4 % { o p e r a n d / } =0 87@070 =0 <O@:0B0 % { m e a s u r e / } B@O120 40 5 A1>@, 1@>9, <8=. , <0:A. 8;8 @07;8G5= 1@>9. � !B>9=>ABB0 N u l l P r o c e s s i n g =0 <O@:0B0 " % { m e a s u r e / } " B@O120 40 5 P r e s e r v e , BJ9 :0B> =59=8OB >?5@0=4 =0 87@070 =0 <O@:0B0 " % { o p e r a n d / } " 5 P r e s e r v e . w "8?JB =0 40==8B5 =0 <O@:0B0 % { m e a s u r e / } B@O120 40 5 AJI8OB :0B> B>78 =0 ;528O >?5@0=4 % { o p e r a n d / } =0 87@070 =0 <O@:0B0. { !J?>AB02O=5B> " % { c o l l a t i o n / } " =0 :>;>=0B0 =0 87B>G=8:0 70 <O@:0B0 " % { m e a s u r e / } " =5 5 20;84=> 8;8 =5 A5 ?>44J@60 >B AJ@2J@0. � 7<5@5=85B> >B B8? " <=>3> :J< <=>3>" " % { m m d i m / } " 2 3@C?0B0 <5@:8 " % { d e t a i l / } " 878A:20 3@0=C;0@=>ABB0 =0 87<5@5=85B> " % { c o m m o n d i m / } " 40 5 ?>- =8A:0 >B B078 =0 3@C?0B0 <5@:8 " % { l o o k u p d e t a i l / } " . � =0 0B@81CB0 70 3@0=C;0@=>AB " % { g r a n u l a r i t y p r o p e r t y i d / } " , ?>A>G5= >B 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " , =5 AJI5AB2C20. } =0 <5648==>B> 87<5@5=85 " % { i n t e r m e d i a t e d i m e n s i o n i d / } " =0 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " =5 AJI5AB2C20. � =0 0B@81CB0 70 <5648==0 3@0=C;0@=>AB " % { i n t e r m e d i a t e g r a n u l a r i t y p r o p e r t y i d / } " =0 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " =5 AJI5AB2C20. � B@81CBJB 70 <5648==0 3@0=C;0@=>AB " % { g r a n u l a r i t y p r o p e r t y / } " =0 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " =O<0 @07@5H5=0 95@0@E8O =0 0B@81CB8. � 5648==>B> 87<5@5=85 " % { i n t e r m e d i a t e d i m e n s i o n / } " =0 87<5@5=85B> =0 3@C?0B0 <5@:8 " % { d e t a i l d i m e n s i o n / } " =5 <>65 40 5 87<5@5=85 >B B8? " <=>3> :J< <=>3>" , 87<5@5=85 70 ?@5?@0B:0 8;8 70 AJ18@0=5 =0 40==8. PA� 7<5@5=85B> >B B8? " <=>3> :J< <=>3>" " % { m m d i m / } " 2 3@C?0B0 <5@:8 " % { d e t a i l / } " B@O120 40 ?@8=04;568 :J< <5648==0B0 3@C?0 <5@:8 " % { l o o k u p d e t a i l / } " 8 =5 <>65 40 D>@<8@0 70B2>@5= F8:J;. � 3@C?0B0 <5@:8 " % { d e t a i l / } " 87<5@5=85B> >B B8? " <=>3> :J< <=>3>" " % { m m d i m / } " A>G8 :J< ;8?A20I0 3@C?0 <5@:8 70 BJ@A5=5 A " % { i n d i r e c t d e t a i l i d / } " . e 15:BJB A " % { i d / } " , 8<5 " % { n a m e / } " , 5 >B B8? " % { t y p e n a m e / } " , :>9B> =5 ?>44J@60 70O25=0B0 >?5@0F8O. w 7B>G=8:JB =0 40==8 % { d a t a s o u r c e i d / } =0 4O;0 % { p a r t i t i o n / } =5 >B3>20@O =0 AJI5AB2C20I 87B>G=8: =0 40==8 2 1070B0 40==8. T =0 87<5@5=85B> " % { d i m e n s i o n i d / } " , ?>A>G5= >B 4O;0 " % { p a r t i t i o n / } " , =5 AJI5AB2C20. h =0 0B@81CB0 " % { p r o p e r t y i d / } " , ?>A>G5= >B 87<5@5=85B> =0 4O;0 " % { p a r t i t i o n d i m e n s i o n / } " , =5 AJI5AB2C20. Y >;>=8B5 =0 :;NG>25B5 =0 0B@81CB0 =0 4O;0 % { p a r t i t i o n p r o p e r t y / } ;8?A20B 8;8 A0 =520;84=8. N =0 <O@:0B0 " % { m e a s u r e i d / } " , ?>A>G5= >B 4O;0 " % { p a r t i t i o n / } " , =5 AJI5AB2C20. R 7<5@5=85B> % { d i m e n s i o n / } , ?>A>G5=> >B 03@530F8OB0 % { a g g r e g a t i o n / } , =5 AJI5AB2C20. � B@81CBJB A " % { p r o p e r t y i d / } " , 8<5 " % { p r o p e r t y n a m e / } " , ?>A>G5= >B 03@530B=>B> 87<5@5=85 % { a g g r e g a t i o n d i m e n s i o n / } , =5 AJI5AB2C20. � B@81CBJB A " % { p r o p e r t y i d / } " , 8<5 " % { p r o p e r t y n a m e / } " 2 03@530B=>B> 87<5@5=85 % { a g g r e g a t i o n d i m e n s i o n / } =5 5 20;845=, BJ9 :0B> 5 @>48B5;A:8 0B@81CB. Z 7<5@5=85B> " % { d i m e n s i o n / } " , ?>A>G5=> >B 03@530B=8O 48709= " % { a g g d e s i g n / } " , =5 AJI5AB2C20. n B@81CBJB " % { p r o p e r t y / } " , ?>A>G5= >B 87<5@5=85B> =0 03@530B=8O 48709= " % { a g g d e s i g n d i m e n s i o n / } " , =5 AJI5AB2C20. ~ 3@530B=8OB 48709= A " % { a g g d e s i g n i d / } " =0 4O;0 " % { p a r t i t i o n / } " =5 >B3>20@O =0 AJI5AB2C20I 03@530B5= 48709= 2 3@C?0B0 <5@:8. H >48B5;A:0B0 3@C?0 <5@:8 =0 4O;0 " % { p a r t i t i o n / } " 5 A2J@70=0 3@C?0 <5@:8. a =0 >B40;5G5=8O 87B>G=8: =0 40==8 " % { r e m o t e d a t a s o u r c e i d / } " =0 4O;0 " % { p a r t i t i o n / } " 5 =520;845=. K O;JB " % { p a r t i t i o n / } " 5 M O L A P 8;8 H O L A P 4O;, => =5 AJ4J@60 M O L A P 87<5@5=8O. n O;JB % { p a r t i t i o n / } 5 >B40;5G5= 4O;, => AJ4J@60 R O L A P 8;8 ?@>0:B82=> :5H8@0=> 87<5@5=85 A 8<5 " % { d i m e n s i o n / } " . d O;JB % { p a r t i t i o n / } 5 R O L A P 8;8 ?@>0:B825= :5H8@0= 4O; 8 =5 <>65 40 8<0 =5AJ>B25BAB20I8 >12J@720=8O. : 7B>G=8:JB =0 4O;0 " % { p a r t i t i o n / } " ;8?A20 8;8 5 =520;845=. � OAB>B> 70 AJE@0=5=85 " % { s t o r a g e l o c a t i o n / } " =0 4O;0 % { p a r t i t i o n / } =5 AJI5AB2C20, B2J@45 4J;3> 5 8;8 AJ4J@60 =520;84=8 8;8 @575@28@0=8 7=0F8. Z O;JB A 2J7<>6=>AB 70 70?8A20=5 % { p a r t i t i o n / } =5 <>65 40 5 A 2:;NG5=> ?@>0:B82=> :5H8@0=5. ` B40;5G5=8OB 87B>G=8: =0 40==8 % { r e m o t e d a t a s o u r c e / } B@O120 40 8<0 O25= :0B0;>3 2 =870 70 2@J7:0. b B40;5G5=8OB 87B>G=8: =0 40==8 % { r e m o t e d a t a s o u r c e / } =5 <>65 40 A>G8 >1@0B=> :J< AJI0B0 1070 40==8. m B40;5G5=8OB 87B>G=8: =0 40==8 % { r e m o t e d a t a s o u r c e / } A>G8 :J< 1070 40==8, :>OB> =O<0 3;025= 87B>G=8: =0 40==8. _ A=>2=8OB 87B>G=8: =0 40==8 " % { m a s t e r d a t a s o u r c e / } " B@O120 40 8<0 O25= :0B0;>3 2 =870 70 2@J7:0. O A=>2=8OB 87B>G=8: =0 40==8 " % { m a s t e r d a t a s o u r c e / } " =5 <>65 40 A>G8 :J< A515 A8. w A=>2=8OB 87B>G=8: =0 40==8 " % { m a s t e r d a t a s o u r c e / } " A>G8 :J< 1070 40==8, :>OB> =5 <>65 40 8<0 >A=>25= 87B>G=8: =0 40==8. 2#A;C38B5 70 0=0;87 =5 @07@5H020B <OAB>B> 70 AJE@0=5=85 " % { s t o r a g e l o c a t i o n / } " =0 4O;0 " % { p a r t i t i o n / } " 40 A5 @07?>;030 ?>4 48@5:B>@8OB0 70 40==8 =0 AJ@2J@0. 09- ;5A=8OB =0G8= 40 >BAB@0=8B5 B>78 ?@>1;5< 5, :0B> C:065B5 =0=0AO=5B> =0 ?@028;=>B> <5AB>?>;>65=85B> 70 AJE@0=5=85 =0 4O;0 2 :><0=40B0 " % { c o m m a n d / } " . � 0?:0B0 " % { s t o r a g e l o c a t i o n / } " ( <5AB>?>;>65=85 2 :><0=40B0 R e s t o r e 8;8 S y n c h ) =5 <>65 40 A5 =0<5@8 ?>4 48@5:B>@8OB0 A 40==8 =0 AJ@2J@0. S O;JB A 2J7<>6=>AB 70 70?8A20=5 " % { p a r t i t i o n / } " B@O120 40 8<0 >12J@720=5 A B01;8F0. 9 O@:0B0 " % { m e a s u r e / } " 8<0 =520;845= 8;8 ;8?A20I 87B>G=8:. v @C?0B0 <5@:8 " % { d e t a i l / } " =5 5 @07@5H5=> 40 1J45 A 2J7<>6=>AB 70 70?8A20=5, 0:> A5 =0B@C?20B <5@:8, @07;8G=8 >B A1>@. ~ @C?0B0 <5@:8 " % { d e t a i l / } " =5 5 @07@5H5=> 40 1J45 A 2J7<>6=>AB 70 70?8A20=5, 0:> 4045=0 <O@:0 5 A2J@70=0 A =5?>4?8A0=0 :>;>=0. � B@81CBJB " % { a t t r i b / } " A I s A g g r e g a t a b l e = f a l s e =5 B@O120 40 8<0 7028A8<>AB >B 0B@81CB " % { r e l a t t r i b / } " A A t t r i b u t e H i e r a r c h y E n a b l e d = t r u e . � 5AB>?>;>65=85B> 70 AJE@0=5=85 " % { s t o r a g e l o c a t i o n / } " =0 1070B0 40==8 " % { d a t a b a s e / } " =5 <>65 40 A5 =0<8@0 ?>4 48@5:B>@8OB0 70 40==8 =0 AJ@2J@0. � 5 <>65 40 A5 >B:@85 0B@81CB 2 :C10 =0 87B>G=8:0 " % { s r c c u b e / } " , :>9B> >B3>20@O =0 0B@81CB0 " % { a t t r i b / } " 2 87<5@5=85B> " % { d i m / } " =0 :C10 " % { c u b e / } " , 8;8 95@0@E8OB0 =0 0B@81CB8B5 5 701@0=5=0 2 :C10 =0 87B>G=8:0. ! @8 A2J@70=8B5 3@C?8 <5@:8 87<5@5=8OB0 =0 :C1>25B5 >B 2AO:0 AB@0=0 =0 2@J7:0B0 B@O120 40 A>G0B :J< 54=8 8 AJI8 87<5@5=8O 2 1070B0 40==8. 7<5@5=85B> =0 :C10 " % { d i m / } " 70 :C10 " % { c u b e / } " =5 A>G8 :J< AJI>B> 87<5@5=85 2 1070B0 40==8 :0B> 87<5@5=85B> =0 :C10 2 :C10 =0 87B>G=8:0 " % { s r c c u b e / } " . � =0 87B>G=8:0 =0 40==8 " % { d a t a s o u r c e i d / } " =0 873;540 =0 87B>G=8: =0 40==8 " % { d a t a s o u r c e v i e w / } " =5 >B3>20@O =0 AJI5AB2C20I 87B>G=8: =0 40==8 2 1070B0 40==8. PA 9 O@:0B0 " % { m e a s u r e / } " 8<0 >12J@720=5, :>5B> =5 5 20;84=>. x J7=8:=0E0 ?@>1;5<8 ?@8 >?8B0 70 ?@>G8B0=5 =0 D09;0 A 45D8=8F88 70 ?@>A;54O20=5 " % { f n a m e / } " . 5@>OB=> D09;JB 5 ?>2@545=. 8A:@5B878@0=8OB 0B@81CB0 A " % { p r o p e r t y I d / } " , 8<5 " % { p r o p e r t y N a m e / } " 2 87<5@5=85B> " % { d i m e n s i o n / } " 8<5 :>;>=0 A >12J@720=5 =0 ?@52>4 8;8 8<5 A F o r m a t S t r i n g , :>9B> =5 5 20;845=. F o r m a t S t r i n g B@O120 40 5 2 A;54=8O D>@<0B: F i r s t B u c k e t F o r m a t ; M i d B u c k e t F o r m a t � 8A:@5B878@0=8OB 0B@81CB " % { p r o p e r t y / } " 2 87<5@5=85B> " % { d i m e n s i o n / } " 5 A >12J@720=5 =0 ?@52>4 8;8 8<5 A =58725AB5= C:070B5; 2 A53<5=B0 =0 F o r m a t S t r i n g " % { s e g m e n t / } " . W 7<5@5=85B> " % { s t r R e f / } " , ?>A>G5=> >B @07@5H5=85B> 70 :C10 " % { s t r O b j / } " , =5 AJI5AB2C20. j B@81CBJB =0 87<5@5=85B> " % { s t r R e f / } " , ?>A>G5= >B @07@5H5=85B> 70 87<5@5=85B> " % { s t r O b j / } " , =5 AJI5AB2C20. j B@81CBJB =0 87<5@5=85B> " % { s t r R e f / } " , ?>A>G5= >B @07@5H5=85B> 70 87<5@5=85B> " % { s t r O b j / } " , =5 AJI5AB2C20. F C1JB =0 87B>G=8:0 70 <>45;0 70 AJ18@0=5 =0 40==8 =0 O L A P =5 5 >B:@8B. � C1JB =0 87B>G=8:0 8;8 87<5@5=85B> =0 1070B0 40==8 A " % { d i m e n s i o n I d / } " 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =0 O L A P =5 5 >B:@8B>. w @C?0B0 <5@:8 =0 87B>G=8:0 " % { m e a s u r e g r o u p / } " 70 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =0 O L A P =5 5 >B:@8B0. #:070=0B0 2@J7:0 =5 5 >B:@8B0. #:070=0B0 A5A8O =5 5 >B:@8B0. ; >45;JB 70 AJ18@0=5 =0 40==8 " % { m i n i n g m o d e l / } " =O<0 :>;>=8. \ >45;JB 70 AJ18@0=5 =0 40==8 " % { m i n i n g m o d e l / } " B@O120 40 8<0 =09- <0;:> 54=0 :>;>=0 157 :;NG. � 1@01>B20=5B> =0 1070B0 40==8 I5 A5 701@0=8, BJ9 :0B> 2J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5B> =0 :@8?B>3@0DA:8O :;NG 70 1070B0 40==8 " % { s t r R e f / } " . 4=0 >B 2J7<>6=8B5 ?@8G8=8 70 B078 3@5H:0 5 ?@><O=0 =0 0:0C=B0 70 CA;C30B0. � (8D@>20=5B> 8;8 45H8D@8@0=5B> =0 ?>25@8B5;=8 40==8 2 1070B0 40==8 " % { s t r R e f / } " 5 =5CA?5H=>, BJ9 :0B> :;NGJB 70 H8D@>20=5 5 =54>ABJ?5=. 4=0 >B 2J7<>6=8B5 ?@8G8=8 5 =5?@028;=0 ?@><O=0 =0 0:0C=B0 70 CA;C30B0. } O<0 4>ABJ? 4> >A=>2=8O :;NG 70 H8D@>20=5 =0 AJ@2J@0. 4=0 >B 2J7<>6=8B5 ?@8G8=8 5 =5?@028;=0 ?@><O=0 =0 0:0C=B0 70 CA;C30B0. � 7<5@5=85B> % { s t r R e f / } , ?>A>G5=> >B @07@5H5=85B> 70 :C10 % { s t r O b j / } , 5 A @07@5H5=85 70 70?8A20=5, 704045=> =0 A l l o w e d , B0:0 G5 @07@5H5=8OB0 70 0B@81CB8 =5 <>30B 40 A5 704020B =0 A l l o w e d / D e n i e d . Z J7=8:=0 3@5H:0 ?> 2@5<5 =0 704020=5 =0 AB>9=>ABB0 70 A2>9AB2>B> 70 :>=D83C@0F8O " % { i d / } " . [ J7=8:=0 3@5H:0 ?> 2@5<5 =0 872;8G0=5 =0 AB>9=>ABB0 =0 A2>9AB2>B> 70 :>=D83C@0F8O " % { i d / } " . � B@81CBJB A % { p r o p e r t y i d / } , 8<5 % { p r o p e r t y n a m e / } , ?>A>G5=> >B 87<5@5=85B> 70 03@538@0=5 % { a g g r e g a t i o n d i m e n s i o n / } , =5 <>65 40 A5 03@538@0 >B 0B@81CB0 =0 3@0=C;0@=>AB % { g r a n u l a r i t y p r o p / } =0 3@C?0B0 70 87<5@20=5. � B@81CBJB % { p r o p e r t y / } , ?>A>G5= >B 87<5@5=85B> 70 03@538@0=5 % { a g g r e g a t i o n d i m e n s i o n / } =0 03@530F8OB0 % { a g g r e g a t i o n / } , =5 <>65 40 A5 ?@53;5640. i 7B>G=8:JB =0 87<5@5=85B> " % { d i m e n s i o n / } " =5 A5 2;8O5 >B >3@0=8G5=8OB0, 878A:20=8 70 ?@>0:B82=> :5H8@0=5. i @C?0B0 <5@:8 " % { n a m e / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 2 :C10 25G5 AJI5AB2C20 87<5@5=85 AJA AJI>B> 8<5. g 15:BJB =0 ?@>0:B82=>B> :5H8@0=5 =0 87<5@5=85B> " % { d i m e n s i o n / } " =0 R O L A P =O<0 =0AB@>9:8 2 @50;=> 2@5<5. ^ 15:BJB 70 ?@>0:B82=> :5H8@0=5 =0 4O;0 " % { p a r t i t i o n / } " =0 R O L A P =O<0 =0AB@>9:8 2 @50;=> 2@5<5. ^ 15:BJB 70 ?@>0:B82=> :5H8@0=5 =0 4O;0 " % { p a r t i t i o n / } " =0 H O L A P =O<0 =0AB@>9:8 2 @50;=> 2@5<5. � 15:BJB 70 ?@>0:B82=> :5H8@0=5 =0 87<5@5=85B> " % { d i m e n s i o n / } " =0 M O L A P =O<0 :@09=> 2@5<5B@05=5 70 8=B5@20;0 70 703;CH020=5, 8=B5@20;0 70 ?@570?8A20=5 =0 703;CH020=5B> 8;8 8=B5@20;0 70 ?@8=C48B5;=> ?@5AJ74020=5. � 15:BJB 70 ?@>0:B82=> :5H8@0=5 =0 4O;0 " % { p a r t i t i o n / } " =0 M O L A P =O<0 :@09=> 2@5<5B@05=5 70 8=B5@20;0 70 703;CH020=5, 8=B5@20;0 70 70<5AB20=5 =0 703;CH020=5B> 8;8 8=B5@20;0 70 ?@8=C48B5;=> ?@5AJ74020=5. c 15:BJB 70 ?@>0:B82=> :5H8@0=5 =0 4O;0 " % { p a r t i t i o n / } " =0 H O L A P =O<0 :@05= 8=B5@20; 70 703;CH020=5. � 7<5@5=85B> " % { d i m e n s i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 ?>ABJ?:>2> >1@01>B20=5, => =5 A0 C:070=8 2A8G:8 :>@B568, 878A:20=8 >B 87<5@5=85B>. � O;JB " % { p a r t i t i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 ?>ABJ?:>2> >1@01>B20=5, => =5 A0 C:070=8 2A8G:8 :>@B568, 878A:20=8 >B 4O;0. � 7<5@5=85B> " % { d i m e n s i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 ?>ABJ?:>2> >1@01>B20=5. "078 =0AB@>9:0 878A:20 87<5@5=85B> 40 5 M O L A P , :>5B> 2 <><5=B0 =5 5 B0:>20. � O;JB " % { p a r t i t i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 ?>ABJ?:>2> >1@01>B20=5. "078 =0AB@>9:0 878A:20 4O;JB 40 5 M O L A P , => 4O;JB =5 5 704045= =0 M O L A P . � $>=>2>B> >1@01>B20=5 5 =5CA?5H=> 70 " % { n a m e / } " % { t y p e n a m e / } . )5 A5 872J@H8 ?>2B>@5= >?8B 70 >1@01>B20=5 2 AJ>B25BAB285 A :>=D83C@0F8>==0B0 AB>9=>AB L a z y P r o c e s s i n g \ M a x R e t r i e s =0 AJ@2J@0. � 7<5@5=85B> " % { d i m e n s i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 >=;09= @568<0 O n C a c h e C o m p l e t e . "078 =0AB@>9:0 878A:20 87<5@5=85B> 40 8<0 157:@09=> 70:JA=5=85, => 87<5@5=85B> 2 <><5=B0 =O<0 157:@09=> 70:JA=5=85. � O;JB " % { p a r t i t i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 >=;09= @568<0 O n C a c h e C o m p l e t e . "078 =0AB@>9:0 878A:20 4O;JB 40 5 A 157:@09=> 70:JA=5=85, => 4O;JB =5 5 A 157:@09=> 70:JA=5=85. j ';5=JB 70 70I8B0 ?> ?>4@0718@0=5 % { d e f m b / } >B 0B@81CB0 % { a t t r i b u t e / } 2@JI0 @57C;B0B >B 4@C30 95@0@E8O. � 7<5@5=85B> " % { d i m e n s i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 ?@8=C48B5;=> ?@5AJ74020=5. "078 =0AB@>9:0 878A:20 87<5@5=85B> 40 5 A 157:@09=> 70:JA=5=85, => 87<5@5=85B> =5 5 A 157:@09=> 70:JA=5=85. � O;JB " % { p a r t i t i o n / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5 70 ?@8=C48B5;=> ?@5AJ74020=5. "078 =0AB@>9:0 878A:20 4O;JB 40 5 A 157:@09=> 70:JA=5=85, => 4O;JB =5 5 A 157:@09=> 70:JA=5=85. \ 59AB285B> " % { a c t i o n / } " 5 D r i l l T h r o u g h 459AB285, :>5B> =5 ?>44J@60 ?@54>AB025=8O F5;528 B8?. 1 <5B> =0 D09;0 =0 1;>:0 B@O120 40 8<0 @07H8@5=85. V 7B>G=8:JB =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " ;8?A20 8;8 5 =520;84=0. � =0 87B>G=8:0 =0 40==8 " % { d a t a s o u r c e i d / } " =0 AB@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " =5 >B3>20@O =0 AJI5AB2C20I 87B>G=8: =0 40==8 2 1070B0 40==8. a !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " 8<0 =520;84=> >12J@720=5 =0 87<5@5=85B> =0 :C10. Y !B@C:BC@0B0 70 AJ18@0=5 =0 40==8 " % { s t r u c t u r e / } " 5 A =520;84=> >12J@720=5 =0 87<5@5=85B>. 5 <5B> =0 D09;0 =0 1;>:0 ;8?A20 8 B@O120 40 A5 2J2545. > !8AB5<=8OB 1;>: =5 <>65 40 A5 ?@><5=8 >B ?>B@518B5;A:0 70O2:0. PAg #:070=>B> @07H8@5=85 70 D09;0 70 ?@>A;54O20=5 " % { f n a m e / } " 5 =520;84=>. 07H8@5=85B> B@O120 40 5 " . t r c " . � B@81CBJB " % { p r o p e r t y / } " B@O120 40 5 2:;NG5= 2J2 2A8G:8 03@530F88, BJ9 :0B> B>78 0B@81CB 5 157 2J7<>6=>AB 70 =0B@C?20=5. 3@530B=>B> 87<5@5=85 " % { a g g r e g a t i o n d i m e n s i o n / } " >10G5 =5 2:;NG20 B>20 A2>9AB2>. � 7<5@5=85B> " % { d i m e n s i o n / } " B@O120 40 5 2:;NG5=> 2J2 2A8G:8 =0B@C?20=8O, BJ9 :0B> B>20 87<5@5=85 AJ4J@60 548= 8;8 ?>25G5 0B@81CB8 157 2J7<>6=>AB 70 =0B@C?20=5. 0B@C?20=5B> " % { a g g r e g a t i o n / } " >10G5 =5 2:;NG20 B>20 A2>9AB2>. � =0 AJ18B85= % d { E v e n t I d / } =5 2:;NG20 =0 :>;>=0= % d { C o l I d / } . @53;5409B5 4>:C<5=B0F8OB0 =0 ?@>4C:B0 70 A?8AJ:0 A =0;8G=8B5 :>;>=8 =0 AJ18B8O. K >;>=0B0 =0 AJ18B8O % d { e v e n t i d / } 25G5 5 C:070=0 70 AJ18B85B> % d { c o l u m n i d / } . � 15:BJB " % { o b j e c t n a m e / } " =5 <>65 40 A5 AJ74045 :0B> >15:B =0 A5A8O. 1E20BJB =0 A5A8OB0 <>65 40 A5 87?>;720 A0<> ?@8 AJ74020=5 =0 87<5@5=8O, :C1>25, AB@C:BC@8 70 AJ18@0=5 =0 40==8 8;8 <>45;8 70 AJ18@0=5 =0 40==8. v C1JB " % { c u b e / } " =5 <>65 40 A5 AJ74045 :0B> >15:B =0 A5A8O, BJ9 :0B> 3@C?0B0 <5@:8 =0 :C10 " % { d e t a i l / } " =5 5 A2J@70=0. o !J74020=5B> =0 3@0D8: 70 >1@01>B20=5 >B AJ@2J@0 5 =5CA?5H=> 25@>OB=> ?>@048 54=>2@5<5==8 ?@><5=8 2 <5B040==8B5. ` !J74020=5B> =0 3@0D8: 70 >1@01>B20=5 >B AJ@2J@0 5 =5CA?5H=> ?>@048 F8:J; =0 7028A8<>AB =0 >15:B. � 7B>G=8:JB =0 40==8 " % { d a t a s o u r c e i d / } " , C:070= 2 D S V =0 87B>G=8:0 " % { d a t a s o u r c e v i e w / } " 70 87<5@5=85B> 70 AJ18@0=5 =0 40==8 " % { d i m e n s i o n / } " =5 5 20;845=. #:070=8OB 87B>G=8: =0 40==8 B@O120 40 A>G8 :J< B5:CI0B0 1070 40==8 ( " . " ) . h 7<5@5=85B> " % { d i m e n s i o n / } " 8<0 48A:@5B878@0= 0B@81CB 8 70 =53> =5 <>65 40 A5 @07@5H8 >1@0B=> 70?8A20=5. � O@:0B0 " % { m e a s u r e / } " 8<0 87B>G=8: >B B8?0 R o w B i n d i n g . >@048 B>20 =59=8OB B8? =0B@C?20=5 B@O120 40 A5 ?@><5=8 =0 C o u n t 8;8 S u m . � 7<5@5=85B> " % { o b j e c t / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5, 87?>;720I> S Q L N o t i f i c a t i o n , ?>@048 :>5B> =53>28OB 87B>G=8: =5 <>65 40 5 70O2:0 A 8<5. � O;JB " % { o b j e c t / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5, 87?>;720I> S Q L N o t i f i c a t i o n . !;54>20B5;=> =53>28OB 87B>G=8:0 =5 <>65 40 5 70O2:0 A 8<5. � 7<5@5=85B> " % { o b j e c t / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5. !;54>20B5;=> =53>28OB 87B>G=8: =5 <>65 40 5 >B40;5G5= 87B>G=8: =0 40==8. O;JB " % { o b j e c t / } " 5 A @07@5H5=> ?@>0:B82=> :5H8@0=5. !;54>20B5;=> =53>28OB 87B>G=8:0 =5 <>65 40 5 >B40;5G5= 87B>G=8: =0 40==8. PAp !J74020=5B> =0 3@0D8: 70 >1@01>B20=5 >B AJ@2J@0 5 =5CA?5H=> ?>@048 CA?>@54=8 ?@><5=8 2 3@0D8:0B0 =0 <5B040==8B5. ? O;JB " % { p a r t i t i o n / } " =O<0 20;845= 873;54 =0 87B>G=8: =0 40==8. c ';5=JB =5 <>65 40 A5 87B@85, BJ9 :0B> =53>28B5 40==8 =5 <>30B 40 A5 ?@5E2J@;OB :J< =58725AB5= G;5=. 9 07H8@5=85B> =0 @538AB@0F8>==8O D09; <>65 40 5 A0<> . L O G . � !2>9AB2>B> % { r e l a t e d p r o p e r t y n a m e / } , :>5B> 5 A2J@70=> AJA A2>9AB2>B> =0 :;NG0 % { p r o p e r t y / } , =5 <>65 40 8<0 B8? 7028A8<>AB, 704045= =0 N o n e A ?5@0F8OB0 70 70:;NG20=5 A5 ?>44J@60 A0<> =0 >15:B8 2 1078 40==8. � B@81CBJB 157 2J7<>6=>AB 70 =0B@C?20=5 " % { a t t r i b u t e / } " 2 87<5@5=85B> " % { d i m e n s i o n / } " 5 ?>A>G5= >B 0B@81CB0 =0 :C10 " % { p r o p e r t y / } " >B 87<5@5=85B> =0 :C10 " % { d i m e n s i o n / } " , G85B> 87?>;720=5 =0 =0B@C?20=5 5 F u l l . p O;JB A " % { p a r t i t i o n I D / } " 8 8<5 " % { p a r t i t i o n N a m e / } " 5 >18:=>25= 4O; 8 =5 <>65 40 A5 ?@><5=O =0 W r i t e b a c k 4O;. N B40;5G5=8OB 4O; " % { p a r t i t i o n / } " =5 <>65 40 8<0 @07@5H5=> ?@>0:B82=> :5H8@0=5. 5 18:=>25=0B0 3@C?0 <5@:8 " % { d e t a i l / } " =5 <>65 40 A5 AJ74045, BJ9 :0B> 87?>;720 A2J@70=>B> 87<5@5=85 " % { d i m e n s i o n / } " , G85B> A2>9AB2> " U n k n o w n M e m b e r " 5 704045=> =0 " N o n e " . 18:=>25=0B0 3@C?0 <5@:8 <>65 40 87?>;720 A0<> A2J@70=> 87<5@5=85, G85B> A2>9AB2> " U n k n o w n M e m b e r " 5 704045=> =0 " H i d d e n " 8;8 =0 " V i s i b l e " . .7<5@5=85B> =0 ?@5?@0B:0B0 " % { d i m e n s i o n / } " , C:070=> 2 3@C?0B0 70 87<5@20=5 " % { d e t a i l / } " =0 :C10 " % { c u b e / } " , 5 =520;84=>, BJ9 :0B> 5 <0B5@80;878@0=> 8 87?>;720 87<5@5=85B> =0 2@5<5B> =0 AJ@2J@0. 7<5@5=85B> =5 2@5<5B> =0 AJ@2J@0 =5 <>65 40 5 <5648==> 87<5@5=85 =0 <0B5@80;878@0=> 87<5@5=85 =0 ?@5?@0B:0. -7<5@5=8OB0 =0 :C1>25B5 ( c u b e ) " % { c u b e d i m e n s i o n 2 / } " 8 " % { c u b e d i m e n s i o n 1 / } " =0 :C10 ( c u b e ) " % { c u b e / } " 8<0B 95@0@E8O A 8<5 " % { c u b e h i e r a r c h y / } " . "578 87<5@5=8O =5 <>30B 40 8<0B 95@0@E8O A 54=> 8 AJI> 8<5, BJ9 :0B> A2>9AB2>B> H i e r a r c h y U n i q u e N a m e S t y l e =0 425B5 87<5@5=8O 5 704045=> =0 E x c l u d e D i m e n s i o n N a m e . � 7<5@5=85B> =0 ?@5?@0B:0B0 " % { d i m e n s i o n / } " , C:070=> 2 3@C?0B0 70 87<5@20=5 " % { d e t a i l / } " =0 :C10 " % { c u b e / } " 5 =520;84=>, BJ9 :0B> B>20 5 87<5@5=85 =0 2@5<5B> =0 AJ@2J@0. 7<5@5=85B> =0 ?@5?@0B:0 =5 <>65 40 5 87<5@5=85B> =0 2@5<5B> =0 AJ@2J@0. � 7B>G=8:JB =0 40==8 70 4O;0 " % { p a r t i t i o n / } " =5 <>65 40 A5 @07@5H8. @54>AB025=8 A0 =5?@028;=8 >15:B8. @>25@5B5 B5E=8B5 45D8=8F88. � 73;54JB =0 87B>G=8: =0 40==8 70 4O;0 " % { p a r t i t i o n / } " =5 <>65 40 A5 @07@5H8. @54>AB025=8 A0 =5?@028;=8 >15:B8. @>25@5B5 B5E=8B5 45D8=8F88. � 73;54JB =0 87B>G=8: =0 40==8 70 87<5@5=85B> " % { d i m e n s i o n / } " =5 <>65 40 A5 @07@5H8. @54>AB025=8 A0 =5?@028;=8 >15:B8. @>25@5B5 B5E=8B5 45D8=8F88. PAS 070B0 40==8 A 8<5 " % { n a m e / } " , " % { i d / } " 5 A0<> 70 G5B5=5 8 =5 <>65 40 A5 87B@85. � % { t y p e n a m e / } A 8<5 " % { n a m e / } " , " % { i d / } " ?@8=04;568 :J< 1070 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " 8 =5 <>65 40 A5 87B@85. � =AB@C:F8OB0 " % { d i a l e c t / } " =5 <>65 40 A5 87?J;=8, BJ9 :0B> 872J@H20 >?8B 70 ?@><O=0 =0 AJ4J@60=85B> =0 1070B0 40==8 A0<> 70 G5B5=5 A 8<5B> " % { d b _ n a m e / } " , " % { d b _ i d / } " . � % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =5 <>65 40 A5 >1@01>B8, BJ9 :0B> ?@8=04;568 :J< 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , =0 " % { d b _ i d / } " . � % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =5 <>65 40 A5 ?@570?8H5, BJ9 :0B> ?@8=04;568 :J< 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . � ><0=40B0 C r e a t e =5 <>65 40 A5 87?J;=8, BJ9 :0B> 872J@H20 >?8B 70 AJ74020=5 =0 >15:B 2 1070 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . � % { t y p e n a m e / } A " % { i d / } " , 8<5 " % { n a m e / } " =5 <>65 40 A5 ?@><5=8, BJ9 :0B> ?@8=04;568 :J< 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . � ?5@0F8OB0 70 >1@0B=> 70?8A20=5 =0 87<5@5=85B> =5 <>65 40 A5 872J@H8, BJ9 :0B> >?8B20 40 ?@><5=8 AJ4J@60=85B> =0 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . � ?5@0F8OB0 70 >1548=O20=5 =0 4O;>25 =5 <>65 40 A5 872J@H8, BJ9 :0B> >?8B20 40 ?@><5=8 AJ4J@60=85B> =0 1070B0 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . � ?5@0F8OB0 70 03@530B5= 48709= =5 <>65 40 A5 872J@H8, BJ9 :0B> >?8B20 40 ?@><5=8 AJ4J@60=85B> =0 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . � ?5@0F8OB0 70 872J@H20=5 =0 B@0=70:F8O =5 <>65 40 A5 872J@H8, BJ9 :0B> >?8B20 40 ?@><5=8 AJ4J@60=85B> =0 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . u 070B0 40==8 =5 <>65 40 8<0 ?5@A>=0;878@0=> <5AB>?>;>65=85 70 AJE@0=5=85, BJ9 :0B> ?@8=04;568 :J< D09; A ;>:0;5= :C1. � ?5@0F8OB0 =5 <>65 40 A5 872J@H8, BJ9 :0B> ?0?:0B0 >B 1070B0 40==8 ' % { d i r _ n a m e / } ' 70 1070B0 40==8 A 8<5 ' % { d b _ n a m e / } ' , ' % { d b _ i d / } ' , 25G5 AJI5AB2C20. � ?5@0F8OB0 =5 <>65 40 A5 872J@H8, BJ9 :0B> ?0?:0B0 >B 1070B0 40==8 ' % { d i r _ n a m e / } ' 70 1070B0 40==8 A 8<5 ' % { d b _ n a m e / } ' , ' % { d b _ i d / } ' , 25G5 AJI5AB2C20. U 070B0 40==8 A 8<5 " % { n a m e / } " , " % { i d / } " 5 A0<> 70 G5B5=5 8 =5 <>65 40 A5 >1@01>B8. � 070B0 40==8 =5 <>65 40 A5 AJ74045 8;8 ?@><5=8, BJ9 :0B> =59=0B0 45D8=8F8O AJ4J@60 :@J3>20 7028A8<>AB <564C >18:=>25=8B5 8 A2J@70=8B5 :C1>25. p 0AB@>9:8B5 70 ?@>0:B82=> :5H8@0=5 " % { d i m e n s i o n / } " 878A:20B 157:@09=> 70:JA=5=85 8 >=;09= @568< O n C a c h e C o m p l e t e . � ?5@0F8OB0 =5 <>65 40 A5 872J@H8, BJ9 :0B> 1070B0 40==8 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " 25G5 AJI5AB2C20 2 >B:0G5=> AJAB>O=85 2 ?0?:0 " % { d i r _ n a m e / } " . @8:@5?5B5 1070B0 40==8 8;8 87B@89B5 ?0?:0B0 8 >?8B09B5 >?5@0F8OB0 >B=>2>. � 15:BJB =0 40==8 =0 P o w e r P i v o t " % { n a m e / } " >B B8? " % { t y p e n a m e / } " =5 5 AJ74045= 8;8 70@545=, BJ9 :0B> A2>9AB2>B> 70 :>=D83C@0F8O =0 S t o r a g e E n g i n e M o d e 5 704045=> =0 " T r a d i t i o n a l " 70 1070B0 40==8 " % { d b _ n a m e / } " . t 5 <>30B 40 A5 AJ74020B 8;8 70@5640B >15:B8 2 1070B0 40==8 " % { n a m e / } " , BJ9 :0B> AJ@2J@JB =5 @01>B8 2 B01;8G5= @568<. � !2>9AB2>B> S t o r a g e E n g i n e M o d e =0 1070B0 40==8 " % { n a m e / } " =5 <>65 40 A5 704045 =0 " I n M e m o r y " , :>30B> AJ@2J@JB =5 @01>B8 2 B01;8G5= @568<. � ?5@0F8OB0 70 D8:A8@0=5 =5 <>65 40 A5 872J@H8, BJ9 :0B> >?8B20 40 <0B5@80;878@0 >1@0B=>B> 70?8A20=5 2 :;5B:8B5 8 40 ?@><5=8 AJ4J@60=85B> =0 1070B0 40==8 A0<> 70 G5B5=5 A 8<5 " % { d b _ n a m e / } " , " % { d b _ i d / } " . \ 5@0@E8OB0 =5 <>65 40 A5 701@0=8 70 @>48B5;A:8O 0B@81CB " % { a t t r / } " =0 87<5@5=85B> " % { d i m / } " . v " <8A8OB0 A 40==8" <>65 40 A5 87?>;720 :0B> 87B>G=8: =0 40==8 A0<> :>30B> CA;C38B5 70 0=0;87 @01>BOB 2 B01;8G5= @568<. � !2>9AB2>B> U n k n o w n M e m b e r =0 87<5@5=85B> " % { n a m e / } " =5 <>65 40 A5 704045 =0 " A u t o m a t i c N u l l " , >A25= 0:> AJ@2J@JB =5 5 2 B01;8G5= @568<. \ " P r e s e r v e " =5 5 20;84=0 AB>9=>AB 70 N u l l P r o c e s s i n g 70 <O@:0B0 A @07;8G5= 1@>9 " % { m e a s u r e / } " . c >=86020=5B> =0 =82>B> =0 AJ2<5AB8<>AB =0 4045=0 1070 40==8 =5 A5 ?>44J@60. 070 40==8: " % { n a m e / } " . � !B>9=>ABB0, C:070=0 70 S t r i n g S t o r e s C o m p a t i b i l i t y L e v e l , =5 5 20;84=0. 070B0 40==8 " % { n a m e / } " 5 A =82> =0 AJ2<5AB8<>AB " 1 0 5 0 " . 078B5 40==8 >B B>20 =82> ?>44J@60B A0<> AB>9=>AB >B " 1 0 5 0 " 70 A2>9AB2>B> S t r i n g S t o r e s C o m p a t i b i l i t y L e v e l . t D i m e n s i o n I d =0 F r o m R e l a t i o n s h i p E n d " % { r e l e n d d i m e n s i o n i d / } " =5 >B3>20@O =0 @>48B5;A:8O D i m e n s i o n I d " % { d i m e n s i o n i d / } " . � R e l a t i o n s h i p E n d A @>;O ( r o l e ) " % { r o l e / } " ?>4 87<5@5=85B> ( d i m e n s i o n ) " % { d i m e n s i o n n a m e / } " 5 A =520;84=0 AB>9=>AB 70 <=>65AB2> ( m u l t i p l i c i t y ) . 078 40==8 A =82> =0 AJ2<5AB8<>AB ?>4 1 2 0 0 ?>44J@60B A0<> 7028A8<>AB8 >B B8? " <=>3> :J< 54=>" . � R e l a t i o n s h i p E n d A @>;O ( r o l e ) " % { r o l e / } " ?>4 87<5@5=85B> ( d i m e n s i o n ) " % { d i m e n s i o n n a m e / } " B@O120 40 8<0 548= 0B@81CB ( a t t r i b u t e ) . � >;OB0 R o l e % { r o l e / } 70 R e l a t i o n s h i p E n d 5 =520;84=0, BJ9 :0B> B>20 8<5 ?@54AB02;O20 70?075=0 4C<0, AJ4J@60 548= 8;8 ?>25G5 =520;84=8 7=0F8 ( % { i n v a l i d c h a r s / } ) 8;8 5 ?>- 4J;3> >B 1 0 0 7=0:0. Q 7<5@5=85B> % { d i m n a m e / } 8<0 425 845=B8G=8 @5;0F88: % { r e l i d 1 / } 8 % { r e l i d 2 / } . U 7<5@5=85B> % { d i m n a m e / } 8<0 @5;0F8O :J< A515 A8: % { r e l i d / } , :>OB> =5 5 @07@5H5=0. | 7<5@5=85B> % { d i m n a m e / } 8<0 425 @5;0F88 A 54=> 8 AJI> 8<5 =0 @>;O T o R e l a t i o n s h i p E n d : % { r o l e n a m e / } , :>5B> =5 5 @07@5H5=>. � 7<5@5=85B> d i m e n s i o n % { d i m n a m e / } =5 <>65 40 8<0 >15:B =0 @5;0F8O, :>30B> =82>B> 70 AJ2<5AB8<>AB =0 1070B0 40==8 5 ?>- <0;:> >B 1 1 0 0 . �J7=8:=0 3@5H:0 A :>4 % { e r r o r / } ?@8 AJ74020=5B> =0 >15:B =0 <5B040==8 70 1070 40==8 >B D09;0 % { f i l e n a m e / } . "078 3@5H:0 =5 <>65 40 A5 ?>?@028 8 CA;C30B0 5 A?@O=0. BAB@0=5B5 ?@>1;5<0 8 @5AB0@B8@09B5 CA;C30B0. :> >BAB@0=O20=5B> =0 ?@>1;5<0 =5 5 2J7<>6=>, 87B@89B5 B>78 D09;, :0:B> 8 2AO:0 AJ>B25BAB20I0 48@5:B>@8O AJA AJI>B> 107>2> 8<5 157 D09;>2>B> @07H8@5=85, 0:> 8<0 B0:820 2 48@5:B>@8OB0 % { d i r e c t o r y / } . aJ7=8:=0 3@5H:0 ?> 2@5<5 =0 AJ74020=5B> =0 >15:B =0 <5B040==8 70 AJ@2J@5= 1;>: >B D09;0 " % { f i l e n a m e / } " . "078 3@5H:0 =5 <>65 40 A5 ?>?@028 8 CA;C30B0 5 A?@O=0. BAB@0=5B5 ?@>1;5<0 8 @5AB0@B8@09B5 CA;C30B0. :> >BAB@0=O20=5B> =0 ?@>1;5<0 =5 5 2J7<>6=>, 87B@89B5 B>78 D09;, :0:B> 8 AJ>B25B=0B0 48@5:B>@8O AJA AJI>B> 8<5, 0:> A5 ?>:0720 ?>4 " % { d i r e c t o r y / } " . `J7=8:=0 3@5H:0 ?> 2@5<5 =0 AJ74020=5B> =0 >15:B =0 <5B040==8 70 ?@>A;54O20=5 >B D09;0 " % { f i l e n a m e / } " . "078 3@5H:0 =5 <>65 40 A5 ?>?@028 8 CA;C30B0 5 A?@O=0. BAB@0=5B5 ?@>1;5<0 8 @5AB0@B8@09B5 CA;C30B0. :> >BAB@0=O20=5B> =0 ?@>1;5<0 =5 5 2J7<>6=>, 87B@89B5 B>78 D09;, :0:B> 8 AJ>B25B=0B0 48@5:B>@8O AJA AJI>B> 8<5, 0:> A5 ?>:0720 ?>4 " % { d i r e c t o r y / } " . cJ7=8:=0 3@5H:0 ?> 2@5<5 =0 AJ74020=5B> =0 >15:B =0 <5B040==8 70 @>;O =0 AJ@2J@0 >B D09;0 " % { f i l e n a m e / } " . "078 3@5H:0 =5 <>65 40 A5 ?>?@028 8 CA;C30B0 5 A?@O=0. BAB@0=5B5 ?@>1;5<0 8 @5AB0@B8@09B5 CA;C30B0. :> >BAB@0=O20=5B> =0 ?@>1;5<0 =5 5 2J7<>6=>, 87B@89B5 B>78 D09;, :0:B> 8 AJ>B25B=0B0 48@5:B>@8O AJA AJI>B> 8<5, 0:> A5 ?>:0720 ?>4 " % { d i r e c t o r y / } " . b 7<5@5=85B> % { d i m n a m e / } =5 @07?>;030 AJA AJ>B25BAB20I0 3@C?0 70 87<5@20=5, :>OB> 40 5 =520;84=0. � #:070=>B> P r o c e s s A d d 70 % { n a m e / } % { t y p e n a m e / } =5 5 20;84=> 70 I M D I 87<5@5=8O, 0:> B>20 87<5@5=85 5 A2J@70=> A 45B09;8 A ?>25G5 >B 548= 4O;. � R e l a t i o n s h i p E n d A @>;O " % { r o l e / } " ?>4 87<5@5=85B> " % { d i m e n s i o n n a m e / } " 8<0 =5C=8:0;5= 0B@81CB A " % { i d / } " =0 87<5@5=85B> " % { p a r e n t i d / } " . � 7<5@5=85B> " % { d i m n a m e / } " =5 <>65 40 8<0 >15:B =0 7028A8<>AB, :>30B> A2>9AB2>B> " S t o r a g e E n g i n e U s e d " =0 1070B0 40==8 5 704045=> =0 " T r a d i t i o n a l " . 4 B=>A8B5;5= ?JB =5 A5 ?>44J@60 70 D B S t o r a g e L o c a t i o n . � 82>B> =0 AJ2<5AB8<>AB =0 1070B0 40==8 " % { n a m e / } " <>65 40 A5 =04AB@>8 A0<> G@57 A:@8?B8@0=5 =0 FO;0B0 1070 40==8 ( 2:;NG8B5;=> 4JI5@=8B5 >15:B8) . J M e a s u r e G r o u p " % { m g n a m e / } " 8<0 =C;0 8;8 ?>25G5 >B 54=> =5@02=8 87<5@5=8O. PA� B I - A5<0=B8G=8OB <>45; 2 1070B0 40==8 " % { d a t a b a s e / } " =5?>A;54>20B5;5=. 070B0 40==8 B@O120 40 AJ4J@60 :C1, :>30B> 1070B0 40==8 AJ4J@60 :>@B568. � <5 =0 =5?>A;54>20B5;=0B0 B01;8F0: 8<5 =0 87<5@5=85B> =0 1070B0 40==8 " % { d i m n a m e / } " , 8<5 =0 87<5@5=85B> =0 :C10 " % { c u b e d i m n a m e / } " , 8<5 =0 3@C?0B0 <5@:8 " % { m g n a m e / } " . { @>OB =0 3@C?8B5 <5@:8 M e a s u r e G r o u p s 5 " % d { m g c o u n t / } " , 0 1@>OB =0 87<5@5=8OB0 =0 :C10 C u b e D i m e n s i o n s 5 " % d { c u b e d i m c o u n t / } " . ` @>OB =0 3@C?8B5 <5@:8 M e a s u r e G r o u p s 5 " % d { m g c o u n t / } " , 0 1@>OB =0 87<5@5=8OB0 5 " % d { d i m c o u n t / } " .
7<5@5=85B> " % { d i m n a m e / } " 8<0 " % d { d i m a t t r c o u n t / } " 0B@81CB0, 0 87<5@5=85B> =0 :C10 " % { c u b e d i m n a m e / } " 8<0 " % d { c u b e d i m a t t r c o u n t / } " 0B@81CB0. B01;8G5= @568< 1@>OB =0 0B@81CB8B5 =0 87<5@5=85B> B@O120 40 AJ2?040 A 1@>O =0 0B@81CB8B5 =0 87<5@5=85B> =0 :C10 C u b e D i m e n s i o n . � B@81CBJB " % { d i m a t t r n a m e / } " =0 87<5@5=85B> " % { d i m n a m e / } " =5 5 >B:@8B 2 87<5@5=85B> =0 :C10 " % { c u b e d i m n a m e / } " . B01;8G5= @568< 8<5=0B0 =0 0B@81CB8B5 2 87<5@5=85B> =0 :C10 C u b e D i m e n s i o n B@O120 40 AJ2?040B A 8<5=0B0 =0 0B@81CB8B5 2 87<5@5=85B>. 2 B=>A8B5;5= ?JB =5 A5 ?>44J@60 70 S t o r a g e L o c a t i o n . � ?5@0F8O 70 >1=>2O20=5 70 @01>B=8 :=838, AJ74045=0 A ?>- AB0@0 25@A8O =0 P o w e r P i v o t , =5 5 4>ABJ?=0. 04AB@>9B5 @01>B=0B0 :=830, :0B> O >B2>@8B5 A ?>- =>20 25@A8O =0 P o w e r P i v o t 70 E x c e l . � 045=0 7028A8<>AB 8<0 ?>25G5 >B 548= 5;5<5=B 70 P r o c e s s i n g S t a t e , :>5B> =5 5 @07@5H5=>. ">20 <>65 40 >7=0G020 ?>2@545=8 <5B040==8 2 1070B0 40==8. h "8?JB =0 0B@81CB0 " % { p r o p e r t y / } " B@O120 40 5 704045= =0 " E x t e n d e d T y p e " , :>30B> 5 >?@545;5= E x t e n d e d T y p e . G O;JB =0 O L A P " % { p a r t i t i o n / } " =5 <>65 40 8<0 704045=> D i r e c t Q u e r y U s a g e . W =>3><5@=8B5 1078 40==8 ?>44J@60B A0<> C o m p a t i b i l i t y L e v e l =82>, @02=> =0 1 0 5 0 8;8 1 1 0 0 . Y "01;8G=8B5 1078 40==8 =5 ?>44J@60B ?@5<8=020=5 :J< ?>- AB0@0 25@A8O =0 C o m p a t i b i l i t y L e v e l . � 3@0=8G5=85B> 70 V E R S I O N 2 D i s c o v e r C S D L B@O120 40 5 AJA A;54=8O D>@<0B: < i n t e g e r > . < i n t e g e r > 8 B@O120 40 5 ?>- 3>;O<> 8;8 @02=> =0 1 . 0 . � >15:B8 >B :><0=4=8O A:@8?B A0 ?>72>;5=8 0=>B0F88 A0<> 70 B01;8G=8 1078 40==8 A C o m p a t i b i l i t y L e v e l =82>, @02=> =0 1 1 0 3 8;8 ?>- =>2>. ` 070B0 40==8 AJ4J@60 ?>25G5 >B 548= :C1. "@O120 40 C:065B5 :>=:@5B=> 8<5 =0 :C1 8;8 ?5@A?5:B820. � 0AB>OI8OB <>45; <>65 40 A5 87@078 A0<> :>30B> :;85=BJB 878A:20 <5B040==8 2 B01;8G5= 873;54 A >3@0=8G5=85 =0 !/ 2 . 0 8;8 ?>- =>20. : M a x C P U 2 R e s o u r c e P o o l =5 <>65 40 =0428H020 1 0 0 ( ?@>F5=B0) . J7=8:=0 3@5H:0 ?> 2@5<5 =0 AJ74020=5B> =0 >15:B =0 <5B040==8 70 @5AC@A=0 10=:0 >B D09;0 " % { f i l e n a m e / } " . "078 3@5H:0 =5 <>65 40 A5 ?>?@028 8 CA;C30B0 5 A?@O=0. >@838@09B5 ?@>1;5<0 8 @5AB0@B8@09B5 CA;C30B0. :> ?@>1;5<JB =5 <>65 40 A5 :>@838@0, 87B@89B5 B>78 D09;. J7=8:=0 3@5H:0 ?@8 AJ74020=5B> =0 >15:B =0 <5B040==8 70 3@C?0 A @01>B=> =0B>20@20=5 >B 1078 40==8 >B D09;0 " % { f i l e n a m e / } " . "078 3@5H:0 =5 <>65 40 A5 ?>?@028 8 CA;C30B0 5 A?@O=0. >@838@09B5 ?@>1;5<0 8 @5AB0@B8@09B5 CA;C30B0. :> ?@>1;5<JB =5 <>65 40 A5 :>@838@0, 87B@89B5 B>78 D09;. � 0@:8@0=5B> =5 <>65 40 1J45 @07@5H5=> 70 0B@81CB0 " % { p r o p e r t y / } " 2 87<5@5=85 " % { d i m e n s i o n / } " , 70I>B> AJ@2J@JB =5 @01>B8 2 B01;8G5= @568<. v 0@:8@0=5B> =5 <>65 40 1J45 @07@5H5=> 70 0B@81CB0 " % { p r o p e r t y / } " 2 B01;8F0 " % { t a b l e / } " , 70I>B> :>;>=0B0 =5 5 B5:AB>20. � 028A8<>ABB0, 1078@0=0 =0 ?@028;>, A " % { r e l a t i o n s h i p I d / } " =5 15H5 AJ74045=0 CA?5H=>. !2>9AB2>B> " % { p r o p e r t y / } " 2 B01;8F0 " % { t a b l e / } " B@O120 40 1J45 <0@:8@0=>. � !2>9AB2>B> A c t i v e S t a t e =0 7028A8<>ABB0 A = " % { r e l a t i o n s h i p I d / } " 2 B01;8F0 " % { t a b l e / } " B@O120 40 1J45 704045=> AJA AB>9=>AB " 3=>@8@09" , 70I>B> 7028A8<>ABB0 =5 5 1078@0=0 =0 ?@028;>. � !2>9AB2>B> A c t i v e S t a t e =0 7028A8<>ABB0 A = " % { r e l a t i o n s h i p I d / } " 2 B01;8F0 " % { t a b l e / } " B@O120 40 1J45 704045=> AJA AB>9=>AB " :B82=>/ 50:B82=>" , 70I>B> 7028A8<>ABB0 5 1078@0=0 =0 ?@028;>. � 5>1E>48<0 5 7028A8<>AB <564C B01;8F0 " % { m a i n t a b l e / } " A @540:B8@C5<0 :>;>=0 " % { e d i t a b l e a t t r i b u t e / } " 8 =59=0B0 B01;8F0 70 70<O=0 " % { o v e r r i d e d i m e n s i o n / } " o !2>9AB2>B> C o l u m n U s a g e B@O120 28=038 40 1J45 704045=> =0 U n r e s t r i c t e d U s a g e . @>25@5B5 0B@81CB % { p r o p e r t y / } . s 5AJ>B25BAB285 <564C E D V M P 8 <5B040==8B5 =0 1070B0 40==8; 87<5@5=85B> A = " % { D i m I d / } " =5 5 =0<5@5=> 2 E D V M P D09;0. � >;OB0 " % { s t r R o l e N a m e / } " 2:;NG20 0:0C=B =0 4><59=, :>9B> =5 AJI5AB2C20. !;54=8OB ?>B@518B5;A:8 0:0C=B 70 4><59= 25G5 =5 5 20;845= 70 B078 @>;O: " % { s t r D o m a i n A c c o u n t / } " . � !2>9AB2>B> A c t i v e S t a t e =0 @5;0F8O B@O120 28=038 40 1J45 704045=> =0 A c t i v e S t a t e I g n o r e . @>25@5B5 @5;0F8OB0 A : % { r e l I d / } 2 B01;8F0: % { t a b l e N a m e / } . � !2>9AB2>B> A c t i v e S t a t e =0 7028A8<>AB B@O120 40 1J45 704045=> AJA AB>9=>AB " :B82=>/ 50:B82=>" , :>30B> =82>B> =0 AJ2<5AB8<>AB =0 1070B0 40==8 5 ?>- 28A>:> >B 1 1 0 3 . @>25@5B5 7028A8<>ABB0 A : " % { r e l I d / } " 2 B01;8F0: " % { t a b l e N a m e / } " . � !0<> D e g e n e r a t e M e a s u r e G r o u p D i m e n s i o n 5 @07@5H5=> 2 3@C?8B5 <5@:8, :>30B> =82>B> =0 AJ2<5AB8<>AB =0 1070B0 40==8 5 ?>- 28A>:> >B 1 1 0 3 . @>25@5B5 70?8A8B5 2 3@C?0B0 <5@:8 70 B01;8F0B0: " % { t a b l e N a m e / } " . � 1@01>B:0B0 =0 87G8A;O5<0 :>;>=0 =5 15H5 CA?5H=0 ?>@048 =554=>7=0G=8 ?JB8I0 <564C B01;8F8B5 " % { t a b l e 1 / } " 8 " % { t a b l e 2 / } " : % { p a t h 1 / } 8 % { p a t h 2 / } � !2>9AB2>B> C r o s s F i l t e r D i r e c t i o n =0 @5;0F8O B@O120 28=038 40 1J45 704045=> =0 T o E n d F i l t e r s F r o m E n d . @>25@5B5 @5;0F8OB0 A : % { r e l I d / } 2 B01;8F0: % { t a b l e N a m e / } . � !B>9=>ABB0 " F r o m E n d F i l t e r s T o E n d " =0 A2>9AB2>B> C r o s s F i l t e r D i r e c t i o n =5 A5 ?>44J@60 2 <><5=B0. @>25@5B5 7028A8<>ABB0 A : " % { r e l I d / } " 2 B01;8F0: " % { t a b l e N a m e / } " . � :> <=>65AB2>B> =0 7028A8<>ABB0 B@O120 40 1J45 " 54=>- 54=>" , B>3020 AJ7409B5 425 4C1;8@0I8 A5 7028A8<>AB8 >B B8? " 54=>- 54=>" 8 2 425B5 ?>A>:8 <564C " % { d i m e n s i o n 1 / } " [ % { c o l u m n 1 / } ] 8 " % { d i m e n s i o n 2 / } " [ % { c o l u m n 2 / } ] . m 5;0F8O >B :>;>=0� ' % { d i m e n s i o n / } ' [ % { c o l u m n / } ] � 8<0 =520;84=> <=>65AB2> >B % { f r o m / } 4> % { t o / } 8 =5 A5 ?>44J@60. @J7=8:=0 ?@>1;5< A @5;0F8OB0 <564C ' % { d i m e n s i o n 1 / } ' [ % { c o l u m n 1 / } ] 8 ' % { d i m e n s i o n 2 / } ' [ % { c o l u m n 2 / } ] . "5:CI8B5 =0AB@>9:8 70 :0@48=0;=>AB =0 :@09=0B0 B>G:0 8 C r o s s F i l t e r D i r e c t i o n A0 =5AJ2<5AB8<8. >65 40 A5 =0;>68 40 ?@><5=8B5 8;8 :0@48=0;=>ABB0 =0 :@09=0B0 B>G:0 ( 54=> A@5IC <=>3>) , 8;8 C r o s s F i l t e r D i r e c t i o n 70 B078 @5;0F8O. u 5@A8OB0 =0 1070B0 40==8 2 >B40;5G5=8O 2J75; 5 @07;8G=0 >B B078 2 >A=>2=8O 2J75;, 87?J;=O20I 70O2:0B0 =0 ?>B@518B5;O. s !;54=8B5 D09;>25 =0 4O;0 =5 1OE0 =0<5@5=8: % { F i l e L i s t / } 70 @07?@545;5=0B0 2 H0@4>25 B01;8F0 A <5= % { T b l N a m e / } . � !;54=8B5 D09;>25 =0 4O;0 =5 1OE0 70?8A0=8 =0 48A:0: " % { F i l e L i s t / } " ; >G0:20H5 A5 D09;>25B5 40 1J40B 70?8A0=8 ?> 2@5<5 =0 @07?@545;5=0B0 >1@01>B:0. � $09;JB A 40==8 70 4O;0 " % { I D F F i l e / } " , :0G5= >B 2B>@>AB5?5==8O 2J75;, B@O120 40 AJI5AB2C20 2 A?8AJ:0 A D09;>25 =0 87<5@5=85B> =0 >A=>2=8O 2J75;. � $09;JB A 40==8 70 4O;0 " % { I D F F i l e / } " , :0G5= >B 2B>@>AB5?5==8O 2J75;, =5 B@O120 40 AJI5AB2C20 2 48@5:B>@8OB0 70 40==8 =0 >A=>2=8O 2J75;. A 5>G0:20=8OB D09; " % { U n e x p e c t e d F i l e / } " 5 :0G5= >B ?>4G8=5= 2J75;. E G0:20=8B5 D09;>25 " % { M i s s i n g F i l e s / } " =5 A0 :0G5=8 >B ?>4G8=5= 2J75;. -><0=40B0 70 2=0AO=5 =0 B01;8G=8 <5B040==8 ?>8A:0 A?8AJ: AJA A;54=8B5 =0 4O;>25: " % { P a r t I d s L i s t / } " 70 1070B0 40==8 A = " % { D b I d / } " , 87<5@5=85 A = " % { D i m I d / } " . O;>25B5 " % { N o t F o u n d P a r t s / } " =5 A0 =0<5@5=8. #25@5B5 A5, G5 <5B040==8B5 =0 ?>4G8=5=8O 2J75; AJ>B25BAB20B =0 <5B040==8B5 =0 >A=>2=8O 2J75;. [ S h a r d D i r e c t o r y 2J@=0 4O; A =520;845= : " % { P a r t i t i o n I d / } " 70 87<5@5=85: " % { D i m e n s i o n I d / } " . � ><0=40B0 I n t e r n a l P r o c e s s P a r t i t i o n s A5 ?>44J@60 A0<> >B AJ@2J@, @01>B5I 2 @568< V e r t i P a q 8 A z u r e M o d e A @07@5H5=> E>@87>=B0;=> <0I018@0=5. PA^ ><0=40B0 I n t e r n a l P r o c e s s P a r t i t i o n s <>65 40 1J45 872J@H20=0 A0<> >B 04<8=8AB@0B>@8 =0 AJ@2J@0. a ><0=40B0 I n t e r n a l P r o c e s s P a r t i t i o n s <>65 40 ?>44J@60 A0<> A;54=8B5 B8?>25 >1@01>B:0: P r o c e s s D a t a . � A8G:8 >15:B8, C:070=8 2 :><0=40B0 I n t e r n a l P r o c e s s P a r t i t i o n s , B@O120 40 ?@8=04;560B :J< AJI0B0 1070 40==8, C:070=0 A D a t a b a s e I d = " % { D a t a b a s e I d / } " . S !0<> >15:B8 =0 4O;>25 <>30B 40 1J40B C:070=8 2 :><0=40B0 I n t e r n a l P r o c e s s P a r t i t i o n s . v !8=E@>=878@0=5B> =0 :><0=48 <>65 40 A5 872J@H8 >B 04<8=8AB@0B>@8 =0 AJ@2J@8 A0<> :>30B> AJ@2J@JB @01>B8 2 @568< A z u r e . � >30B> AJ@2J@JB @01>B8 2 @568< A z u r e , :><0=40B0 S y n c h r o n i z e <>65 40 1J45 87?J;=5=0 A0<> :>30B> 5 704045=0 >?F8OB0 S y n c h r o n i z e F r o m S t o r a g e . � !2>9AB2>B> A c t i v e S t a t e =0 5;5<5=B0 D i m e n s i o n / R e l a t i o n s h i p s / R e l a t i o n s h i p =5 5 A8=E@>=878@0=> A R e f e r e n c e M e a s u r e G r o u p D i m e n s i o n 70 AJ>B25B=8O 5;5<5=B M e a s u r e G r o u p 70 1070 40==8: " % { d a t a b a s e / } " . � !2>9AB2>B> =0 87<5@5=85 " % { T a b l e I d / } " [ " % { C o l u m n I d / } " ] 2 @07?@545;5=>B> 2 H0@4>25 87<5@5=85 5 A @07@5H5=0 95@0@E8O =0 0B@81CB8. 0409B5 D a x U s a g e 70 A2>9AB2>B> C o l u m n U s a g e , 70 40 701@0=8B5 95@0@E88B5 =0 0B@81CB8. � J7=8:=0 ?@>1;5< AJA 7028A8<>ABB0 <564C " % { d i m e n s i o n 1 / } " [ % { c o l u m n 1 / } ] 8 " % { d i m e n s i o n 2 / } " [ % { c o l u m n 2 / } ] . 07?@545;5=>B> 2 H0@4>25 87<5@5=85 =5 B@O120 40 8<0 2E>4OI8 7028A8<>AB8. 3 @58<5=C20=5B> =5 A5 ?>44J@60 2 B@0=70:F88 =0 A5A8O� 7G8A;O5<8B5 B01;8F8 =5 A5 ?>44J@60B 70 A z u r e AJ@2J@8, @01>B5I8 2 @568< =0 E>@87>=B0;=> <0I018@0=5 ( 87<5@5=85 A = " % { D i m I d / } " ) . � 0O2:0B0 70 2=0AO=5 =0 B01;8G=8 <5B040==8 AJ4J@60 =5?@028;5= 70?8A =0 87<5@5=85 " % { D i m e n s i o n I d / } " 70 1070 40==8 " % { D a t a b a s e I d / } " . 0O2:0B0 70 2=0AO=5 =0 B01;8G=8 <5B040==8 AJ4J@60 4C1;8@0= 70?8A =0 87<5@5=85 " % { D i m e n s i o n I d / } " 70 1070 40==8 " % { D a t a b a s e I d / } " . � 0O2:0B0 70 2=0AO=5 =0 B01;8G=8 <5B040==8 AJ4J@60 4C1;8@0= 70?8A =0 4O; " % { P a r t i t i o n I d / } " 70 87<5@5=85 " % { D i m e n s i o n I d / } " , 1070 40==8 " % { D a t a b a s e I d / } " . � 0O2:0B0 70 2=0AO=5 =0 B01;8G=8 <5B040==8 8<0 ?@075= A?8AJ: A 4O;>25 70 87<5@5=85 " % { D i m e n s i o n I d / } " , 1070 40==8 " % { D a t a b a s e I d / } " . ~ > 2@5<5 =0 A8=E@>=878@0=5 >B R P S =0 1070B0 40==8 A = " % { d b I d / } " 15H5 2J@=0B0 ?@07=0 :0@B0 =0 25@A88B5 >B E>AB0 70 :><CB0F8O. PA� S h a r d D i r e c t o r y 2J@=0 54=0 8 AJI0 :@09=0 B>G:0= " % { E n d p o i n t / } " =09- <0;:> 420 ?JB8; =5 A5 4>?CA:0B ?>2B>@5=8O =0 :@09=8 B>G:8. !=8<:0 =0 S h a r d D i r e c t o r y : " % { S h a r d D i r S n a p s h o t / } " . � S h a r d D i r e c t o r y 2J@=0 548= 8 AJI =0 H0@4= " % { P a r t i t i o n I d / } " =09- <0;:> 420 ?JB8; =5 A5 4>?CA:0B ?>2B>@5=8O =0 =0 H0@4. !=8<:0 =0 S h a r d D i r e c t o r y : " % { S h a r d D i r S n a p s h o t / } " . � 5;JB A = " % { P a r t i t i o n I d / } " , ?@8=04;560I :J< B01;8F0 A = " % { T a b l e I d / } " , =5 <>65 40 A5 =0<5@8 2 C:070B5;O A H0@4>25. !=8<:0 =0 S h a r d D i r e c t o r y : " % { S h a r d D i r S n a p s h o t / } " . O 070B0 40==8 " % { D a t a b a s e N a m e / } " =0428H020 <0:A8<0;=8O ;8<8B 70 @07<5@ =0 48A:0. A C o l u m n I D ' % { C o l u m n I d / } ' =5 5 =0<5@5= 2 B01;8F0B0 ' % { T a b l e N a m e / } ' . 2 T a b l e I D ' % { T a b l e I d / } ' =5 5 =0<5@5= 2 1070B0 40==8. ; M e a s u r e N a m e ' % { M e a s u r e N a m e / } ' =5 5 =0<5@5=> 2 1070B0 40==8. � >45;JB 40==8 8<0 <=>3> 4J;30 25@830 =0 7028A8<>AB >B 87G8A;O5<0B0 B01;8F0, :>OB> 25@>OB=> 5 F8:J;. @>25@5B5 D>@<C;8B5 =0 87G8A;O5<0B0 B01;8F0. v 1548=O20=5B> =0 D09;0 =0 :0@B0B0 =0 25@A88B5 =0 B@0=70:F8OB0 ' % { f i l e N a m e / } ' A 3;02=0B0 :0@B0 =0 25@A88B5 5 =5CA?5H=>. � 1548=O20=5B> =0 D09;0 =0 :0@B0B0 =0 25@A88B5 =0 B@0=70:F8OB0 ' % { f i l e N a m e / } ' A ;5=82> :>?85 =0 3;02=0B0 :0@B0 =0 25@A88B5 5 =5CA?5H=>. a 5D8=8F8OB0 =0 70O2:0B0 70 87B>G=8: =0 40==8 ' % { d a t a s o u r c e i d / } ' =0 45;0 ' % { p a r t i t i o n / } ' 5 ?@07=0. � !2>9AB2>B> D i r e c t Q u e r y U s a g e =0 4O; " % { p a r t i t i o n / } " =5 <>65 40 A5 704045 =0 " D i r e c t Q u e r y O n l y " 8;8 " I n M e m o r y W i t h D i r e c t Q u e r y " , :>30B> A2>9AB2>B> D i r e c t Q u e r y M o d e =0 1070B0 40==8 " % { d a t a b a s e / } " 5 " I n M e m o r y " . � >;>=0 A 8<5B> " % { C o l u m n N a m e / } " 25G5 AJI5AB2C20 2 87G8A;5=0B0 B01;8F0 A 8<5 " % { C a l c u l a t e d T a b l e N a m e / } " 8 87B>G=8:JB =0 B078 :>;>=0 5 B01;8F0 A 8<5 " % { T a b l e N a m e / } " . f >;>=0 A 8<5B> " % { C o l u m n N a m e / } " 25G5 AJI5AB2C20 2 87G8A;5=0B0 B01;8F0 A 8<5 " % { C a l c u l a t e d T a b l e N a m e / } " . T !2>9AB2>B> S t o r a g e E n g i n e M o d e =0 1070B0 40==8 " % { D B N a m e / } " =5 <>65 40 1J45 ?@><5=5=>. PA� 57C;B0BJB >B D A X 87@070 70 87G8A;O5<0B0 B01;8F0 " % { t a b l e / } " ?@54AB02;O20 20@80=B5= B8? 40==8 70 :>;>=0B0 " % { c o l u m n / } " . @><5=5B5 87G8A;5=85B> B0:0, G5 B8?JB 40==8 2 :>;>=0B0 40 5 ?>AB>O=5=. ; $C=:F8OB0 E x t e r n a l M e m b e r s 5 @575@28@0=0 70 1J45I0 C?>B@510. � ?5@0F8OB0 =5 <>65 40 1J45 87?J;=5=0, BJ9 :0B> D09;JB A <5B040==8 % { f i l e _ n a m e / } 70 1070B0 40==8 A 8<5 % { d b _ n a m e / } 8 A % { d b _ i d / } 25G5 AJI5AB2C20. T >45;JB =0 40==8B5 5 AJ74045= G@57 ?@5420@8B5;=0 25@A8O 8 25G5 =5 <>65 40 A5 70@548. < @5<8=020 A5 :J< ?>- @0==0 25@A8O =0 =5?>44J@60=0 1070 40==8. � 01>B=0 :=830 =0 E x c e l 8<0 <>45;, AJ4J@60I =554=>7=0G=8 0:B82=8 7028A8<>AB8 8;8 F8:J; >B 0:B82=8 7028A8<>AB8. "578 <>45;8 =5 A5 ?>44J@60B. @ <5B> =0 :C;BC@0B0 % { c u l t u r e / } 5 =520;84=> 8;8 =5 A5 ?>44J@60. � "078 :><0=40 =5 <>65 40 A5 87?J;=8 2 1070B0 40==8 % { d b _ n a m e / } , BJ9 :0B> 5 45D8=8@0=0 A =01>@ S t o r a g e E n g i n e U s e d 2 T a b u l a r M e t a d a t a . 0 1078B5 40==8 2 B>78 @568< B@O120 40 87?>;720B5 B01;8G=8 A P I 70 04<8=8AB@8@0=5 =0 1070B0 40==8. Z 1@01>B20=5B> =0 >15:B8 >B =O:>;:> 1078 40==8 2 54=0 70O2:0 70 >1@01>B20=5 =5 A5 ?>44J@60. � "078 :><0=40 =5 <>65 40 1J45 87?J;=5=0 2 1070 40==8 A 8<5 = % { d b _ n a m e / } , = % { d b _ i d / } , BJ9 :0B> 1070B0 40==8 5 701@0=5=0 70 >3@0=8G5=8 >B >1E20B 2@J7:8. � "@0=70:F8OB0 =5 <>65 40 1J45 D8:A8@0=0, BJ9 :0B> 1070B0 40==8 A 8<5 = % { d b _ n a m e / } , = % { d b _ i d / } 5 701@0=5=0 70 >3@0=8G5=8 >B >1E20B 2@J7:8. � 3@0=8G5=0B0 >B >1E20B 2@J7:0 =5 <>65 40 A5 AJ74045, BJ9 :0B> 1070B0 40==8 A 8<5 = % { d b _ n a m e / } , = % { d b _ i d / } 5 701@0=5=0 70 >3@0=8G5=8 >B >1E20B 2@J7:8. j 5AJ>B25BAB285 2 @568<0 =0 F5;528O AJ@2J@: ?5@0F8OB0 D i s a b l e D a t a b a s e =5 A5 ?>44J@60 2 <=>3>87<5@5= @568<. � 1548=O20=5B> =0 D09;0 70 AJ?>AB02O=5 =0 25@A88B5 =0 AJI5AB2C20I0 B@0=70:F8O % { f i l e N a m e / } A >B;>65=> >A=>2=> AJ?>AB02O=5 =0 25@A88B5 5 =5CA?5H=> A :>4 =0 3@5H:0B0= % d { E r r o r C o d e / } . � @5H:0 ?@8 ?@58<5=C20=5 =0 <O@:0 70 A:@8?B % { o l d _ m e a s u r e _ n a m e / } =0 % { n e w _ m e a s u r e _ n a m e / } , 2JB@5H=0 <O@:0 A % { m e a s u r e _ i d / } 25G5 AJI5AB2C20 2 :>;5:F8OB0 >B <5@:8 70 A:@8?B. � @5H:0 ?@8 ?@58<5=C20=5 =0 <O@:0 70 A:@8?B % { o l d _ m e a s u r e _ n a m e / } =0 % { n e w _ m e a s u r e _ n a m e / } , 2JB@5H=0 <O@:0 A 8<5 % { m e a s u r e _ n a m e / } 25G5 AJI5AB2C20 2 :>;5:F8OB0 >B <5@:8 70 A:@8?B. PA� 3@0=8G5=0B0 >B >1E20B 2@J7:0 =5 <>65 40 1J45 AJ74045=0, 70I>B> =5 2A8G:8 D a t a b a s e I d = ' % { d b _ i d / } ' , i n t e r n a l D a t a b a s e N a m e = ' % { i n t e r n a l _ d b _ n a m e / } ' 8 e x t e r n a l D a t a b a s e N a m e = ' % { e x t e r n a l _ d b _ n a m e / } ' A0 ?@028;=> 704045=8. � $09;JB % { f i l e / } 5 ?>2@545=. !J4J@60 ?>A;54=> 87?J;=5=>B> 2@5<52> :;59<> = % { t i m e s t a m p f i l e / } , :>5B> 5 ?>- =>2> >B ?>A;54=> 87?J;=5=>B> 2@5<52> :;59<> 2 B01;8G=0B0 1070 40==8 =0 48A: = % { t i m e s t a m p d b / } . � !2>9AB2>B> D e f i n i t i o n T y p e =0 @5;0F8O B@O120 28=038 40 5 704045=> =0 I d e n t i t y . @>25@5B5 @5;0F8OB0 A : % { r e l I d / } 2 B01;8F0: % { t a b l e N a m e / } . ` 5AB>?>;>65=85B> 70 AJE@0=5=85 % { s t o r a g e l o c a t i o n / } =0 1070B0 40==8 % { d a t a b a s e / } 5 =520;84=>. . 5>1E>48< 5 =0 G;5= 70 2J=H5= G;5= =0 @>;O. Y 078B5 40==8 =0 A z u r e A n a l y s i s S e r v e r ?>44J@60B A0<> C o m p a t i b i l i t y L e v e l 1 2 0 0 8;8 ?>- =>2>. P #A;C38B5 70 0=0;87 =0 A z u r e =5 ?>44J@60B S t o r a g e L o c a t i o n ?> 871>@ 70 1070 40==8. Z ">20 @07?>;030=5 =0 CA;C38B5 70 0=0;87 =5 ?>44J@60 S t o r a g e L o c a t i o n ?> 871>@ 70 1070 40==8. Z #A;C38B5 70 0=0;87 =0 P o w e r B I P r e m i u m =5 ?>44J@60B S t o r a g e L o c a t i o n ?> 871>@ 70 1070 40==8. � @8 >?8B 70 872J@H20=5 =0 B@0=70:F8O ?> D8:A8@0=5 AJAB>O=85B> =0 :;>=8@0=5 =0 87<5@5=85B> 8 B01;8F0B0 % { T a b l e I d / } =5 A0 AJ2<5AB8<8. t ><0=40B0 ?> >A2>1>64020=5 =5 <>65 40 A5 8728:0 2 8=8F80;878@0=0 >B ?>B@518B5;O B@0=70:F8O 8;8 2 ?0:5B A B@0=70:F88. P ><0=40B0 ?> >A2>1>64020=5 <>65 40 A5 87?J;=8 A0<> >B 04<8=8AB@0B>@0 =0 AJ@2J@0. f ><0=40B0 ?> >A2>1>64020=5 <>65 40 A5 87?J;=8 A?@O<> 1070 40==8 A C o m p a t i b i l i t y L e v e l 1 1 0 0 8 ?>- 28A>:>. X ><0=40B0 E v i c t =5 <>65 40 A5 87?J;=8 A?@O<> AJ@2J@, ?@8 :>9B> E a g e r L o a d i n g 5 @07@5H5=>. h ><0=40B0 E v i c t =5 <>65 40 A5 87?J;=8 A?@O<> AJ@2J@, ?@8 :>9B> A u t o S e t D e f a u l t I n i t i a l C a t a l o g 5 @07@5H5=>. 070B0 40==8 % { d b _ n a m e / } 15H5 8<?>@B8@0=0 >B P B I X D09;, => =O:>8 >?5@0F88 ?> ?@5>1@07C20=5 2A5 ?0: B@O120 40 1J40B 702J@H5=8, ?@548 40 <>65 40 A5 87?>;720. >:0B> ?@5>1@07C20=5B> =5 702J@H8, 70O2:8B5 <>30B 40 A5 87?J;=O20B A0<> >B 04<8=8AB@0B>@ =0 AJ@2J@. PAl ><0=40B0 C l o n e D a t a b a s e =5 <>65 40 A5 8728:0 2 8=8F88@0=0 >B ?>B@518B5; B@0=70:F8O 8;8 2 ?0:5B A B@0=70:F88. J ><0=40B0 C o m m i t I m p o r t <>65 40 A5 87?J;=8 A0<> >B 04<8=8AB@0B>@ =0 AJ@2J@. g ><0=40B0 C o m m i t I m p o r t <>65 40 A5 87?J;=8 A0<> A?@O<> 1070 40==8 A C o m p a t i b i l i t y L e v e l 1 2 0 0 8 ?>- 28A>:>. b ><0=40B0 C o m m i t I m p o r t <>65 40 A5 87?J;=8 A0<> A?@O<> 1070 40==8, :>OB> 5 2 ?@>F5A =0 8<?>@B8@0=5. � >2@545= D09; A <5B040==8 70 1070 40==8 % { d b _ p a t h n a m e / } , >B:@8B ?> 2@5<5 =0 AB0@B8@0=5 =0 AJ@2J@0, 15 =5CA?5H=> ?>AB025= ?>4 :0@0=B8=0 70@048 =O:>;:> AJ2?040I8 ?0?:8 A 1070 40==8. a 568< 1 D e l a y L o a d M o d e R e q u e s t e d 5 548=AB25=8OB @568<, ?>44J@60= >B ?@>4C:B0 =0 CA;C38B5 70 0=0;87. PA. 568<JB D e l a y L o a d M o d e R e q u e s t e d =5 A5 ?>44J@60. Q D B S t o r a g e L o c a t i o n =5 A5 ?>44J@60, :>30B> A5 87?J;=O20 2 @568< P r e m i u m =0 P o w e r B I . � $09;JB A >?8A0=85 =0 <5B040==8B5 % { f i l e n a m e / } AJ4J@60 =5>G0:20= >15:B =0 <5B040==8 % { i d / } >B 25@A8O % d { v e r s i o n / } 8 25@A8O =0 <5AB>?>;>65=85 70 70?0720=5 % d { p e r s i s t _ v e r s i o n / } . O 8@5:B>@8OB0 70 70?0720=5 % { d i r e c t o r y / } =0 1070 40==8 % { i d / } =5 AJI5AB2C20. � 5CA?5H=> >A2>1>64020=5 =0 1070B0 40==8 % { s t r D a t a b a s e I d / } , BJ9 :0B> =59=8OB @568< =0 70?0720=5 5 ?@><5=5=. ">20 5 2@5<5==0 A8BC0F8O 8 ?>2B>@=8OB >?8B 18 B@O120;> 40 5 CA?5H5=. P >;>=0 A 8<5B> % { C o l u m n N a m e / } 25G5 AJI5AB2C20 2 B01;8F0 A 8<5 % { T a b l e N a m e / } . { 7B>G=8F8B5 =0 40==8 % { D a t a s o u r c e 1 / } 8 % { D a t a s o u r c e 2 / } 8<0B 548= 8 AJI ?JB 4> @5AC@A0 % { p a t h / } B>20 =5 5 ?>72>;5=>. l 7B>G=8:JB =0 40==8 % { D a t a s o u r c e / } 5 A @568< =0 2J?;0I020=5, :>9B> =5 <>65 40 1J45 87?>;720= 70 >1@01>B:0. A O;( >25) M 2 @568< D i r e c t Q u e r y =5 ?@5?@0I0( B) 87B>G=8F8 =0 40==8. T O; M 2 @568< D i r e c t Q u e r y ?@5?@0I0 87B>G=8: =0 40==8 =0 4>AB02G8: 2 =53>28O 87@07. � O; M % { P a r t i t i o n N a m e / } =0 B01;8F0 % { T a b l e N a m e / } 2 @568< D i r e c t Q u e r y ?@5?@0I0 ?>25G5 >B 548= 87B>G=8: =0 40==8 2 =53>28O 87@07 . n O; M 87?>;720 DC=:F8O =0 40==8, :>OB> 2>48 4> 4>ABJ? 4> 87B>G=8: =0 40==8, @07;8G5= >B >?@545;5=8B5 2 <>45;0. & 07@5H5=0 5 8=B53@0F8OB0 =0 M A8AB5<0. 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G 0<5AB20=5 =0 ?0@0<5BJ@ 5 =5CA?5H=> AJA A;54=0B0 3@5H:0: % { m e s s a g e / } . s !8=B0:B8G=0 3@5H:0 2 87@07 >B B8? % { e x p r e s s i o n T y p e / } =0 ?@028;0B0 70 >1=>2O20=5 =0 B01;8F0 % { t a b l e / } . % { m e s s a g e / } " @5H:0 =0 M E n g i n e : % { m e s s a g e / } . 4 "01;8F0B0 % { t a b l e / } =5 <>65 40 8<0 =O:>;:> M 4O;0. � 5AJ>B25BAB285 2 <>45;8B5 =0 87B>G=8F8 =0 40==8 70 D>@<0B =0 P o w e r B I v 1 , ?@8 :>8B> 4C1;8@0=8B5 70O2:8 A0 =0<5@5=8 AJA AJI>B> 8<5 =0 70O2:0. � 5AJ>B25BAB285 2 <>45;8B5 =0 87B>G=8F8 =0 40==8 70 D>@<0B =0 P o w e r B I v 1 , ?@8 :>8B> 4C1;8@0=8B5 70O2:8 A0 =0<5@5=8 AJA AJI>B> 8<5 =0 70O2:0. C1;8@0I8B5 A5 AB>9=>AB8 A0 >B:@8B8 2 A?>45;5=8 70O2:8. 8 @5H:0 ?@8 ?@8;030=5 =0 ?0@0<5B@8 =0 :C1: % { m e s s a g e / } . PA 7 >AB02G8: =0 O L E D B =0 M i c r o s o f t 70 CA;C38B5 70 0=0;87. @ !J@2J@JB 2J@=0 A;54=>B> ?@54C?@5645=85: % u { H R / } ( % { E r r o r T e x t / } ) . PA 8 !J@2J@JB 2J@=0 A;54=0B0 3@5H:0: % u { H R / } ( % { E r r o r T e x t / } ) . l 7B>G=8:JB =0 40==8 8;8 <5AB>?>;>65=85B> 5 =520;84=>. @54>AB025B5 20;845= AJ@2J@, :J< :>9B> 40 A5 A2J@65B5. R >B@518B5;OB =O<0 4>ABJ? 4> :0B0;>30 " % { s t r C a t a l o g / } " 8;8 :0B0;>3JB =5 AJI5AB2C20. S 0;845= 5:75<?;O@ A 8<5 " % { i n s t a n c e / } " =5 <>65 40 A5 >B:@85 2 AJ@2J@0 " % { s e r v e r / } " . C J7=8:=0 3@5H:0 ?@8 >1@01>B20=5 =0 @57C;B0B8B5, 2J@=0B8 >B AJ@2J@0. i J7=8:=0 3@5H:0 ?@8 8=8F80;878@0=5 =0 181;8>B5:0B0 70 :>=25@B8@0=5 =0 40==8 =0 O L E D B ( 2J=H5= :><?>=5=B) . PAf J7=8:=0 3@5H:0 ?@8 ?>;CG020=5 =0 @07?@545;8B5;O =0 ?0<5BB0 >B 181;8>B5:0B0 =0 C O M ( 2J=H5= :><?>=5=B) . e J7=8:=0 3@5H:0 ?> 2@5<5 =0 8=8F80;878@0=5 =0 @07H8@5=0B0 CA;C30 70 3@5H:8 =0 C O M ( 2J=H5= :><?>=5=B) . _ J7=8:=0 3@5H:0 ?> 2@5<5 =0 70@5640=5 =0 :><?>=5=B 70 ?>4:0=0 >B 480;>3>28O ?@>7>@5F 70 2@J7:0. u J7=8:=0 3@5H:0 ?> 2@5<5 =0 872;8G0=5 =0 8=D>@<0F8O 70 5:75<?;O@ A 8<5 >B CA;C30B0 S Q L B r o w s e r 2 AJ@2J@0 " % { s e r v e r / } " . E J7=8:=0 3@5H:0 ?@8 >1@01>B20=5 =0 70O2:0 70 >B20@O=5 =0 ;>:0;5= :C1. 9 J7=8:=0 3@5H:0 ?@8 87?@0I0=5 =0 70O2:0 :J< ;>:0;=8O :C1. D J7=8:=0 3@5H:0 ?@8 70B20@O=5 =0 70O2:0, 872J@H5=0 :J< ;>:0;=8O :C1. L !2>9AB2>B> E x t e n d e d P r o p e r t i e s 5 704045=> =0 AB>9=>AB, :>OB> =5 A5 ?>44J@60. Y !JAB>O=85B> =0 :><0=40B0 5 ?@><5=5=> 8 =01>@JB 40==8 =0 >1E20B0 =5 <>65 40 A5 2J7AB0=>28. m 57C;B0BJB >B 70O2:0B0 5 ?@><5=5= 2 AJ@2J@0. 1@0B=>B> 70?8A20=5 2 :;5B:8B5 =5 <>65 40 >1@01>B8 B078 ?@><O=0. F 0O25=>B> =82> =0 ?>25@8B5;=>AB =5 <>65 40 A5 ?>44J@60 70 H T T P 2@J7:0. c !2>9AB2>B> I n t e g r a t e d S e c u r i t y =5 <>65 40 A5 704045, 0:> 5 ?@54>AB025=> ?>B@518B5;A:> 8<5 8 ?0@>;0. Y !2>9AB20B0 =0 :;5B:0B0 70 =01>@0 40==8 A0 ?@><5=5=8 A;54 >?5@0F8OB0 70 >1@0B=> 70?8A20=5. � 5 CA?OE<5 40 CAB0=>28< 2@J7:0 AJA AJ@2J@0 =0 CA;C38B5 70 0=0;87 % { s e r v e r / } / % { i n s t a n c e / } . #25@5B5 A5, G5 <>65B5 40 A5 A2J@65B5 AJA AJ@2J@0 % { s e r v e r / } 8 G5 CA;C30B0 70 ?@5=0A>G20=5 =0 1@0C7J@0 =0 S Q L 5 @07@5H5=0. s 87JB =0 2@J7:0 =5 B@O120 40 ?@54>AB02O ?J@2>=0G0;=8O :0B0;>3, :>30B> 87B>G=8:JB =0 40==8 5 @01>B=0 :=830 =0 E x c e l . 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�4 V S _ V E R S I O N _ I N F O �� � � ? L S t r i n g F i l e I n f o ( 0 4 0 2 0 4 B 0 P l a t f o r m N T � Y L e g a l T r a d e m a r k s #A;C38 70 0=0;87 =0 M i c r o s o f t 5 @538AB@8@0=0 BJ@3>2A:0 <0@:0 =0 M i c r o s o f t C o r p o r a t i o n . " C o m m e n t s S S A S & G o l d e n B i t s T r u e L C o m p a n y N a m e M i c r o s o f t C o r p o r a t i o n z ) F i l e D e s c r i p t i o n #A;C38 70 0=0;87 =0 M i c r o s o f t S Q L S e r v e r � 2 F i l e V e r s i o n 2 0 1 8 . 0 1 5 1 . 0 0 0 5 . 1 5 ( ( B I _ A S E n g i n e _ D e v ) . 1 9 0 9 2 3 - 1 8 3 7 ) D I n t e r n a l N a m e 87>25 =0 @5AC@A8 h " L e g a l C o p y r i g h t M i c r o s o f t . A8G:8 ?@020 70?075=8. @ O r i g i n a l F i l e n a m e m s m d s r v . r l l X P r o d u c t N a m e M i c r o s o f t A n a l y s i s S e r v i c e s 8
P r o d u c t V e r s i o n 1 5 . 1 . 5 . 1 5 D V a r F i l e I n f o $ T r a n s l a t i o n �<TRACEDEFINITION>
<!--
How to add a new trace event:
1) If a new category is needed, create a new event EVENTCATEGORY node below under EVENTCATEGORYLIST
2) If a new event is needed, first add a new event ID to PF_TRACE_EVENTS in pf\kernel\shared\pfshtrace.h
3) For the new event, add a new event node below using the above event ID
4) If a new subclass is needed, add a subclass event ID to PF_TRACE_EVENT_SUBCLASS in pf\kernel\shared\pfshtrace.h
5) For the new subclass, first make sure you've added an EVENTCOLUMN of ID 1 to your event
6) For the new subclass, add a new EVENTCOLUMNSUBCLASS under a EVENTCOLUMNSUBCLASSLIST node under the EVENTCOLUMN from above
7) Add more COLUMN nodes under the COLUMNLIST for the event (this will be union of all columns needed for all subclass events)
NOTE: Must always include a COLUMN for RequestID (47) and ServerName (43)
8) Generate new wrapper code and XEvents:
a) Generate new guids (i.e. using [System.Guid]::NewGuid().ToString()) and update the \src\pf\xe\xeguids.csv with them
b) run \src\pf\xe\Extract-ColumnDefinition.ps1
c) update \src\pf\xe\Extract-TraceDefinition.ps1 with the output of step b) above and run it
d) run \src\pf\xe\gen_XEFiles.cmd
9) Update the Amo classes using AmoCodeGenerator.exe
- you can invoke the UpdateAmoTraceFiles.bat script adjacent to this file, or
- you can do it manually:
a) Build the AmoCodeGenerator at \Sql\Picasso\Utils\AMOCodeGenerator
b) Regenerate events: <...>\Sql\Picasso\Utils\bin.x64.Debug\AMOCodeGenerator.exe /events <...>\Sql\Picasso\objectmodels\src\AnalysisServices\TraceEventArgs_gen.cs
c) Regenerate enums: <...>\Sql\Picasso\Utils\bin.x64.Debug\AMOCodeGenerator.exe /enums <...>\Sql\Picasso\objectmodels\src\AnalysisServices\enums_gen.cs
10) Build / start server / connect with the Profiler, you should see your new event, this is all that is needed to see new events in profiler
11) For shipping, you will need to support TRC tracing which requires a new TraceDefinition file added to SSMS/PBI Desktop/etc.. using the instructions below
How to add your new events to the SSMS/PBI Desktop/etc.. trace definitions:
1) Please clear local AS profiler trace definition cache
(<Microsoft SQL Server installation path>\<version>\Tools\Profiler\TraceDefinitions\Microsoft Analysis Services TraceDefinition <latest version number>.xml)
to reflect the latest update
2) The following files also need corresponding update:
FlightRecorderTraceDef_Template.xml, FlightRecorderTraceDefWithEngineActivity_Template.xml
<enlistment>\Sql\mpu\ssms\packages\Profiler\trc_clnt\utest\Xml\Microsoft SQL Server TraceDefinition <version>.0.0.xml
3) Please follow the instructions here when updating tracedefinition.xml:
http://sharepoint/sites/sqlserver/sqlwiki/Instructions%20to%20Re-generate%20the%20event%20definitions%20info%20for%20AS%20and%20DB%20Engine.aspx
-->
<_locDefinition>
<!-- To Do: uncomment following line to set elements as none-localizable by default -->
<_locDefault _loc="locNone"/>
</_locDefinition>
<TRACEPROVIDER>
<NAME>Microsoft Analysis Services</NAME>
<VERSION>
<MAJOR>15</MAJOR>
<MINOR>0</MINOR>
<BUILDNUMBER>0</BUILDNUMBER>
</VERSION>
<TYPE>RTM</TYPE>
<DESCRIPTION>Normal trace definition</DESCRIPTION>
</TRACEPROVIDER>
<EVENTCATEGORYLIST>
<EVENTCATEGORY>
<NAME>Security Audit</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of database audit event classes.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>1</ID>
<NAME>Audit Login</NAME>
<DESCRIPTION>Collects all new connection events since the trace was started, such as when a client requests a connection to a server running an instance of SQL Server.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>2</ID>
<NAME>Audit Logout</NAME>
<DESCRIPTION>Collects all new disconnect events since the trace was started, such as when a client issues a disconnect command.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>4</ID>
<NAME>Audit Server Starts And Stops</NAME>
<DESCRIPTION>Records service shut down, start, and pause activities.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Instance Shutdown</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Instance Started</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Instance Paused</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>Instance Continued</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>18</ID>
<NAME>Audit Object Permission Event</NAME>
<DESCRIPTION>Records object permission changes.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>19</ID>
<NAME>Audit Admin Operations Event</NAME>
<DESCRIPTION>Records server backup/restore/synchronize/attach/detach/imageload/imagesave.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>ImageLoad</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>ImageSave</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Progress Reports</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for progress reporting.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>5</ID>
<NAME>Progress Report Begin</NAME>
<DESCRIPTION>Progress report begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Process</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Merge</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Delete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DeleteOldAggregations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Rebuild</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>Commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>Rollback</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>CreateIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>CreateTable</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>InsertInto</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Transaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Initialize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>Discretize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>CreateView</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>WriteData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>ReadData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>GroupData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>GroupDataRecord</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>BuildIndex</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Aggregate</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>BuildDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>WriteDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>BuildDMDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>ExecuteSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>ExecuteModifiedSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>Connecting</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>BuildAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>MergeAggsOnDisk</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>BuildIndexForRigidAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>BuildIndexForFlexibleAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>WriteAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>WriteSegment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>DataMiningProgress</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>ReadBufferFullReport</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>ProactiveCacheConversion</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>Build Processing Schedule</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>41</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>42</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>43</ID>
<NAME>Analyze\Encode Data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>44</ID>
<NAME>Compress Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>45</ID>
<NAME>Write Table Column</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>46</ID>
<NAME>Relationship Build Prepare</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>47</ID>
<NAME>Build Relationship Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>48</ID>
<NAME>Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>49</ID>
<NAME>Metadata Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>Data Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>51</ID>
<NAME>Post Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>52</ID>
<NAME>Metadata traversal during Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>53</ID>
<NAME>VertiPaq</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>54</ID>
<NAME>Hierarchy processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>55</ID>
<NAME>Switching dictionary</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>57</ID>
<NAME>Tabular transaction commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>58</ID>
<NAME>Sequence point</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>59</ID>
<NAME>Tabular object processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>60</ID>
<NAME>Saving database</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>61</ID>
<NAME>Tokenization store processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>63</ID>
<NAME>Check segment indexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>64</ID>
<NAME>Check tabular data structure</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>65</ID>
<NAME>Check column data for duplicates or null values</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>66</ID>
<NAME>Analyze refresh policy impact for tabular partition</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>6</ID>
<NAME>Progress Report End</NAME>
<DESCRIPTION>Progress report end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Process</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Merge</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Delete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DeleteOldAggregations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Rebuild</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>Commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>Rollback</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>CreateIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>CreateTable</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>InsertInto</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Transaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Initialize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>Discretize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>CreateView</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>WriteData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>ReadData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>GroupData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>GroupDataRecord</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>BuildIndex</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Aggregate</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>BuildDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>WriteDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>BuildDMDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>ExecuteSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>ExecuteModifiedSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>Connecting</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>BuildAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>MergeAggsOnDisk</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>BuildIndexForRigidAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>BuildIndexForFlexibleAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>WriteAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>WriteSegment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>DataMiningProgress</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>ReadBufferFullReport</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>ProactiveCacheConversion</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>Build Processing Schedule</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>41</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>42</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>43</ID>
<NAME>Analyze\Encode Data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>44</ID>
<NAME>Compress Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>45</ID>
<NAME>Write Table Column</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>46</ID>
<NAME>Relationship Build Prepare</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>47</ID>
<NAME>Build Relationship Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>48</ID>
<NAME>Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>49</ID>
<NAME>Metadata Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>Data Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>51</ID>
<NAME>Post Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>52</ID>
<NAME>Metadata traversal during Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>53</ID>
<NAME>VertiPaq</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>54</ID>
<NAME>Hierarchy processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>55</ID>
<NAME>Switching dictionary</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>57</ID>
<NAME>Tabular transaction commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>58</ID>
<NAME>Sequence point</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>59</ID>
<NAME>Tabular object processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>60</ID>
<NAME>Saving database</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>61</ID>
<NAME>Tokenization store processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>63</ID>
<NAME>Check segment indexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>64</ID>
<NAME>Check tabular data structure</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>65</ID>
<NAME>Check column data for duplicates or null values</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>66</ID>
<NAME>Analyze refresh policy impact for tabular partition</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>7</ID>
<NAME>Progress Report Current</NAME>
<DESCRIPTION>Progress report current.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Process</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Merge</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Delete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DeleteOldAggregations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Rebuild</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>Commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>Rollback</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>CreateIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>CreateTable</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>InsertInto</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Transaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Initialize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>Discretize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>CreateView</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>WriteData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>ReadData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>GroupData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>GroupDataRecord</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>BuildIndex</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Aggregate</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>BuildDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>WriteDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>BuildDMDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>ExecuteSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>ExecuteModifiedSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>Connecting</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>BuildAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>MergeAggsOnDisk</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>BuildIndexForRigidAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>BuildIndexForFlexibleAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>WriteAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>WriteSegment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>DataMiningProgress</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>ReadBufferFullReport</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>ProactiveCacheConversion</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>Build Processing Schedule</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>41</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>42</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>43</ID>
<NAME>Analyze\Encode Data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>44</ID>
<NAME>Compress Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>45</ID>
<NAME>Write Table Column</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>46</ID>
<NAME>Relationship Build Prepare</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>47</ID>
<NAME>Build Relationship Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>48</ID>
<NAME>Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>49</ID>
<NAME>Metadata Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>Data Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>51</ID>
<NAME>Post Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>52</ID>
<NAME>Metadata traversal during Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>53</ID>
<NAME>VertiPaq</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>54</ID>
<NAME>Hierarchy processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>55</ID>
<NAME>Switching dictionary</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>57</ID>
<NAME>Tabular transaction commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>58</ID>
<NAME>Sequence point</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>59</ID>
<NAME>Tabular object processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>60</ID>
<NAME>Saving database</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>61</ID>
<NAME>Tokenization store processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>63</ID>
<NAME>Check segment indexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>64</ID>
<NAME>Check tabular data structure</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>65</ID>
<NAME>Check column data for duplicates or null values</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>66</ID>
<NAME>Analyze refresh policy impact for tabular partition</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>8</ID>
<NAME>Progress Report Error</NAME>
<DESCRIPTION>Progress report error.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Process</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Merge</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Delete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DeleteOldAggregations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Rebuild</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>Commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>Rollback</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>CreateIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>CreateTable</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>InsertInto</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Transaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Initialize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>Discretize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>CreateView</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>WriteData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>ReadData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>GroupData</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>GroupDataRecord</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>BuildIndex</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Aggregate</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>BuildDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>WriteDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>BuildDMDecode</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>ExecuteSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>ExecuteModifiedSQL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>Connecting</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>BuildAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>MergeAggsOnDisk</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>BuildIndexForRigidAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>BuildIndexForFlexibleAggs</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>WriteAggsAndIndexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>WriteSegment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>DataMiningProgress</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>ReadBufferFullReport</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>ProactiveCacheConversion</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>Build Processing Schedule</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>41</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>42</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>43</ID>
<NAME>Analyze\Encode Data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>44</ID>
<NAME>Compress Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>45</ID>
<NAME>Write Table Column</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>46</ID>
<NAME>Relationship Build Prepare</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>47</ID>
<NAME>Build Relationship Segment</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>48</ID>
<NAME>Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>49</ID>
<NAME>Metadata Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>Data Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>51</ID>
<NAME>Post Load</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>52</ID>
<NAME>Metadata traversal during Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>53</ID>
<NAME>VertiPaq</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>54</ID>
<NAME>Hierarchy processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>55</ID>
<NAME>Switching dictionary</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>57</ID>
<NAME>Tabular transaction commit</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>58</ID>
<NAME>Sequence point</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>59</ID>
<NAME>Tabular object processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>60</ID>
<NAME>Saving database</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>61</ID>
<NAME>Tokenization store processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>63</ID>
<NAME>Check segment indexes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>64</ID>
<NAME>Check tabular data structure</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>65</ID>
<NAME>Check column data for duplicates or null values</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>66</ID>
<NAME>Analyze refresh policy impact for tabular partition</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Queries Events</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for queries.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>9</ID>
<NAME>Query Begin</NAME>
<DESCRIPTION>Query begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>MDXQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DMXQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>SQLQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DAXQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>JSON</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>44</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>10</ID>
<NAME>Query End</NAME>
<DESCRIPTION>Query end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>MDXQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DMXQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>SQLQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DAXQuery</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>JSON</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Command Events</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for commands.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>15</ID>
<NAME>Command Begin</NAME>
<DESCRIPTION>Command begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>Create</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Alter</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Delete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Process</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DesignAggregations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>WBInsert</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>WBUpdate</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>WBDelete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>MergePartitions</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Subscribe</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Batch</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>BeginTransaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>CommitTransaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>RollbackTransaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>GetTransactionState</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>Cancel</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>Import80MiningModels</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>SetAuthContext</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>ImageLoad</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>ImageSave</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>CloneDatabase</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>CreateTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>AlterTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>DeleteTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>ProcessTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>Interpret</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>ExtAuth</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>DBCC</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>RenameTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>SequencePointTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>UpgradeTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>MergePartitionsTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>DisableDatabase</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>Tabular JSON Command</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>Evict</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>CommitImport</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10000</ID>
<NAME>Other</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>44</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>16</ID>
<NAME>Command End</NAME>
<DESCRIPTION>Command end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>Create</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Alter</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Delete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Process</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DesignAggregations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>WBInsert</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>WBUpdate</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>WBDelete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>Backup</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>Restore</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>MergePartitions</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Subscribe</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Batch</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>BeginTransaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>CommitTransaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>RollbackTransaction</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>GetTransactionState</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>Cancel</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>Synchronize</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>Import80MiningModels</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>Attach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Detach</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>SetAuthContext</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>ImageLoad</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>ImageSave</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>CloneDatabase</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>CreateTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>AlterTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>DeleteTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>ProcessTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>Interpret</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>ExtAuth</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>DBCC</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>RenameTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>SequencePointTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>UpgradeTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>MergePartitionsTabular</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>DisableDatabase</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>Tabular JSON Command</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>Evict</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>CommitImport</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10000</ID>
<NAME>Other</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Errors and Warnings</NAME>
<TYPE>2</TYPE>
<DESCRIPTION>Collection of events for server errors.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>17</ID>
<NAME>Error</NAME>
<DESCRIPTION>Server error.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>48</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Discover Server State Events</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for server state discovers.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>33</ID>
<NAME>Server State Discover Begin</NAME>
<DESCRIPTION>Start of Server State Discover.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DISCOVER_CONNECTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>DISCOVER_SESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DISCOVER_TRANSACTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>DISCOVER_DB_CONNECTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>DISCOVER_JOBS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>DISCOVER_LOCKS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>DISCOVER_PERFORMANCE_COUNTERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>DISCOVER_MEMORYUSAGE</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>DISCOVER_JOB_PROGRESS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>DISCOVER_MEMORYGRANT</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>34</ID>
<NAME>Server State Discover Data</NAME>
<DESCRIPTION>Contents of the Server State Discover Response.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DISCOVER_CONNECTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>DISCOVER_SESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DISCOVER_TRANSACTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>DISCOVER_DB_CONNECTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>DISCOVER_JOBS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>DISCOVER_LOCKS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>DISCOVER_PERFORMANCE_COUNTERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>DISCOVER_MEMORYUSAGE</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>DISCOVER_JOB_PROGRESS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>DISCOVER_MEMORYGRANT</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>DISCOVER_COMMANDS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>DISCOVER_COMMAND_OBJECTS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>DISCOVER_OBJECT_ACTIVITY</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>DISCOVER_OBJECT_MEMORY_USAGE</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>35</ID>
<NAME>Server State Discover End</NAME>
<DESCRIPTION>End of Server State Discover.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DISCOVER_CONNECTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>DISCOVER_SESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DISCOVER_TRANSACTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>DISCOVER_DB_CONNECTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>DISCOVER_JOBS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>DISCOVER_LOCKS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>DISCOVER_PERFORMANCE_COUNTERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>DISCOVER_MEMORYUSAGE</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>DISCOVER_JOB_PROGRESS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>DISCOVER_MEMORYGRANT</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>DISCOVER_COMMANDS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>DISCOVER_COMMAND_OBJECTS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>DISCOVER_OBJECT_ACTIVITY</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>DISCOVER_OBJECT_MEMORY_USAGE</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Discover Events</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for discover requests.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>36</ID>
<NAME>Discover Begin</NAME>
<DESCRIPTION>Start of Discover Request.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>DBSCHEMA_CATALOGS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DBSCHEMA_TABLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>DBSCHEMA_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DBSCHEMA_PROVIDER_TYPES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>MDSCHEMA_CUBES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>MDSCHEMA_DIMENSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>MDSCHEMA_HIERARCHIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>MDSCHEMA_LEVELS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>MDSCHEMA_MEASURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>MDSCHEMA_PROPERTIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>MDSCHEMA_MEMBERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>MDSCHEMA_FUNCTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>MDSCHEMA_ACTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>MDSCHEMA_SETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>DISCOVER_INSTANCES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>MDSCHEMA_KPIS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>MDSCHEMA_MEASUREGROUPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>MDSCHEMA_COMMANDS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>DMSCHEMA_MINING_SERVICES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>DMSCHEMA_MINING_SERVICE_PARAMETERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>DMSCHEMA_MINING_FUNCTIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>DMSCHEMA_MINING_MODEL_CONTENT</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>DMSCHEMA_MINING_MODEL_XML</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>DMSCHEMA_MINING_MODELS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>DMSCHEMA_MINING_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>DISCOVER_DATASOURCES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>26</ID>
<NAME>DISCOVER_PROPERTIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>27</ID>
<NAME>DISCOVER_SCHEMA_ROWSETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>28</ID>
<NAME>DISCOVER_ENUMERATORS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>29</ID>
<NAME>DISCOVER_KEYWORDS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>DISCOVER_LITERALS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>31</ID>
<NAME>DISCOVER_XML_METADATA</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>32</ID>
<NAME>DISCOVER_TRACES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>33</ID>
<NAME>DISCOVER_TRACE_DEFINITION_PROVIDERINFO</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>34</ID>
<NAME>DISCOVER_TRACE_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>35</ID>
<NAME>DISCOVER_TRACE_EVENT_CATEGORIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>36</ID>
<NAME>DMSCHEMA_MINING_STRUCTURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>37</ID>
<NAME>DMSCHEMA_MINING_STRUCTURE_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>38</ID>
<NAME>DISCOVER_MASTER_KEY</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>39</ID>
<NAME>MDSCHEMA_INPUT_DATASOURCES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>DISCOVER_LOCATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>41</ID>
<NAME>DISCOVER_PARTITION_DIMENSION_STAT</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>42</ID>
<NAME>DISCOVER_PARTITION_STAT</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>43</ID>
<NAME>DISCOVER_DIMENSION_STAT</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>44</ID>
<NAME>MDSCHEMA_MEASUREGROUP_DIMENSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>45</ID>
<NAME>DISCOVER_XEVENT_PACKAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>46</ID>
<NAME>DISCOVER_XEVENT_OBJECTS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>47</ID>
<NAME>DISCOVER_XEVENT_OBJECT_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>48</ID>
<NAME>DISCOVER_XEVENT_SESSION_TARGETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>49</ID>
<NAME>DISCOVER_XEVENT_SESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>DISCOVER_STORAGE_TABLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>51</ID>
<NAME>DISCOVER_STORAGE_TABLE_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>52</ID>
<NAME>DISCOVER_STORAGE_TABLE_COLUMN_SEGMENTS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>53</ID>
<NAME>DISCOVER_CALC_DEPENDENCY</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>54</ID>
<NAME>DISCOVER_CSDL_METADATA</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>55</ID>
<NAME>DISCOVER_RESOURCE_POOLS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>56</ID>
<NAME>TMSCHEMA_MODEL</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>57</ID>
<NAME>TMSCHEMA_DATA_SOURCES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>58</ID>
<NAME>TMSCHEMA_TABLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>59</ID>
<NAME>TMSCHEMA_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>60</ID>
<NAME>TMSCHEMA_ATTRIBUTE_HIERARCHIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>61</ID>
<NAME>TMSCHEMA_PARTITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>62</ID>
<NAME>TMSCHEMA_RELATIONSHIPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>63</ID>
<NAME>TMSCHEMA_MEASURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>64</ID>
<NAME>TMSCHEMA_HIERARCHIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>65</ID>
<NAME>TMSCHEMA_LEVELS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>67</ID>
<NAME>TMSCHEMA_TABLE_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>68</ID>
<NAME>TMSCHEMA_COLUMN_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>69</ID>
<NAME>TMSCHEMA_PARTITION_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>70</ID>
<NAME>TMSCHEMA_SEGMENT_MAP_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
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<NAME>DISCOVER_INSTANCES</NAME>
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<NAME>DMSCHEMA_MINING_COLUMNS</NAME>
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<NAME>DISCOVER_DATASOURCES</NAME>
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<NAME>DISCOVER_PROPERTIES</NAME>
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<NAME>DISCOVER_ENUMERATORS</NAME>
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<NAME>DISCOVER_TRACES</NAME>
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<NAME>DISCOVER_TRACE_DEFINITION_PROVIDERINFO</NAME>
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<NAME>DISCOVER_TRACE_COLUMNS</NAME>
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<NAME>DMSCHEMA_MINING_STRUCTURE_COLUMNS</NAME>
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<NAME>DISCOVER_MASTER_KEY</NAME>
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<NAME>DISCOVER_LOCATIONS</NAME>
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<NAME>MDSCHEMA_MEASUREGROUP_DIMENSIONS</NAME>
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<NAME>DISCOVER_XEVENT_PACKAGES</NAME>
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<NAME>DISCOVER_XEVENT_SESSION_TARGETS</NAME>
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<NAME>TMSCHEMA_TABLES</NAME>
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<NAME>TMSCHEMA_COLUMNS</NAME>
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<EVENTCOLUMNSUBCLASS>
<ID>114</ID>
<NAME>TMSCHEMA_ANALYTICS_AIMETADATA</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Notification Events</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of notification events.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>39</ID>
<NAME>Notification</NAME>
<DESCRIPTION>Notification event.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>Proactive Caching Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Proactive Caching End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Flight Recorder Started</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Flight Recorder Stopped</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>Configuration Properties Updated</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>SQL Trace</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>Object Created</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>Object Deleted</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>Object Altered</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>9</ID>
<NAME>Proactive Caching Polling Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>Proactive Caching Polling End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Flight Recorder Snapshot Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Flight Recorder Snapshot End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>13</ID>
<NAME>Proactive Caching: notifiable object updated</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>14</ID>
<NAME>Lazy Processing: start processing</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>15</ID>
<NAME>Lazy Processing: processing complete</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>16</ID>
<NAME>SessionOpened Event Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>17</ID>
<NAME>SessionOpened Event End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>18</ID>
<NAME>SessionClosing Event Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>19</ID>
<NAME>SessionClosing Event End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>CubeOpened Event Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>CubeOpened Event End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>CubeClosing Event Begin</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>CubeClosing Event End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>Transaction abort requested</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>25</ID>
<NAME>Opened data source connection</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>40</ID>
<NAME>User Defined</NAME>
<DESCRIPTION>User defined Event.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Session Events</NAME>
<TYPE>1</TYPE>
<DESCRIPTION>Collection of session events.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>41</ID>
<NAME>Existing Connection</NAME>
<DESCRIPTION>Existing user connection.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>42</ID>
<NAME>Existing Session</NAME>
<DESCRIPTION>Existing session.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>43</ID>
<NAME>Session Initialize</NAME>
<DESCRIPTION>Session Initialize.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>45</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Locks</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of lock related events.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>50</ID>
<NAME>Deadlock</NAME>
<DESCRIPTION>Metadata locks deadlock.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>51</ID>
<NAME>Lock Timeout</NAME>
<DESCRIPTION>Metadata lock timeout.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>52</ID>
<NAME>Lock Acquired</NAME>
<DESCRIPTION>The locks were acquired by the transaction</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>53</ID>
<NAME>Lock Released</NAME>
<DESCRIPTION>The locks were released by the transaction</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>54</ID>
<NAME>Lock Waiting</NAME>
<DESCRIPTION>The locks are held by another transaction and therefore this transaction is blocking until the locks are released</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Query Processing</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of key events during the process of a query execution.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>70</ID>
<NAME>Query Cube Begin</NAME>
<DESCRIPTION>Query cube begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>71</ID>
<NAME>Query Cube End</NAME>
<DESCRIPTION>Query cube end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>72</ID>
<NAME>Calculate Non Empty Begin</NAME>
<DESCRIPTION>Calculate non empty begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>73</ID>
<NAME>Calculate Non Empty Current</NAME>
<DESCRIPTION>Calculate non empty current.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Get Data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Process Calculated Members</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Post Order</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>74</ID>
<NAME>Calculate Non Empty End</NAME>
<DESCRIPTION>Calculate non empty end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>75</ID>
<NAME>Serialize Results Begin</NAME>
<DESCRIPTION>Serialize results begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>76</ID>
<NAME>Serialize Results Current</NAME>
<DESCRIPTION>Serialize results current.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Serialize Axes</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Serialize Cells</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Serialize SQL Rowset</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>Serialize Flattened Rowset</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>77</ID>
<NAME>Serialize Results End</NAME>
<DESCRIPTION>Serialize results end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>78</ID>
<NAME>Execute MDX Script Begin</NAME>
<DESCRIPTION>Execute MDX script begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>MDX Script</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>MDX Script Command</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>79</ID>
<NAME>Execute MDX Script Current</NAME>
<DESCRIPTION>Execute MDX script current. Deprecated.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>126</ID>
<NAME>Execute MDX Script Error</NAME>
<DESCRIPTION>An error occurred during MDX script execution.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>MDX Script</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>MDX Script Command</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>80</ID>
<NAME>Execute MDX Script End</NAME>
<DESCRIPTION>Execute MDX script end.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>MDX Script</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>MDX Script Command</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>81</ID>
<NAME>Query Dimension</NAME>
<DESCRIPTION>Query dimension.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Cache data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Non-cache data</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>11</ID>
<NAME>Query Subcube</NAME>
<DESCRIPTION>Query subcube, for Usage Based Optimization.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Cache data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Non-cache data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Internal data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>SQL data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Measure Group Structural Change</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>Measure Group Deletion</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>12</ID>
<NAME>Query Subcube Verbose</NAME>
<DESCRIPTION>Query subcube with detailed information. This event may have a negative impact on performance when turned on.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>21</ID>
<NAME>Cache data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>22</ID>
<NAME>Non-cache data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>23</ID>
<NAME>Internal data</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>24</ID>
<NAME>SQL data</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>60</ID>
<NAME>Get Data From Aggregation</NAME>
<DESCRIPTION>Answer query by getting data from aggregation. This event may have a negative impact on performance when turned on.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>61</ID>
<NAME>Get Data From Cache</NAME>
<DESCRIPTION>Answer query by getting data from one of the caches. This event may have a negative impact on performance when turned on.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Get data from measure group cache</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>Get data from flat cache</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>Get data from calculation cache</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>Get data from persisted cache</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>82</ID>
<NAME>VertiPaq SE Query Begin</NAME>
<DESCRIPTION>VertiPaq SE Query</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Tabular Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>User Hierarchy Processing Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Batch VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>Internal VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Internal Tabular Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>User Hierarchy Processing Query Internal</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>Query Plan VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>Local VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>Remote VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>VertiPaq Cache Probe</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>83</ID>
<NAME>VertiPaq SE Query End</NAME>
<DESCRIPTION>VertiPaq SE Query</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Tabular Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>User Hierarchy Processing Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>Batch VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>10</ID>
<NAME>Internal VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>11</ID>
<NAME>Internal Tabular Query</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>12</ID>
<NAME>User Hierarchy Processing Query Internal</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>20</ID>
<NAME>Query Plan VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>30</ID>
<NAME>Local VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>40</ID>
<NAME>Remote VertiPaq Scan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>50</ID>
<NAME>VertiPaq Cache Probe</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>9</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>84</ID>
<NAME>Resource Usage</NAME>
<DESCRIPTION>Reports reads, writes, cpu usage after end of commands and queries.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>85</ID>
<NAME>VertiPaq SE Query Cache Match</NAME>
<DESCRIPTION>VertiPaq SE Query Cache Use</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>VertiPaq Cache Exact Match</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>86</ID>
<NAME>VertiPaq SE Query Cache Miss</NAME>
<DESCRIPTION>VertiPaq SE Query Cache Miss</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>0</ID>
<NAME>VertiPaq Cache Not Found</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>15</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>98</ID>
<NAME>DirectQuery Begin</NAME>
<DESCRIPTION>DirectQuery Begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>99</ID>
<NAME>DirectQuery End</NAME>
<DESCRIPTION>DirectQuery End.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>110</ID>
<NAME>Calculation Evaluation</NAME>
<DESCRIPTION>Information about the evaluation of calculations. This event will have a negative impact on performance when turned on.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>InitEvalNode Start</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>InitEvalNode End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>BuildEvalNode Start</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>BuildEvalNode End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>5</ID>
<NAME>PrepareEvalNode Start</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>6</ID>
<NAME>PrepareEvalNode End</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>7</ID>
<NAME>RunEvalNode Start</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>8</ID>
<NAME>RunEvalNode End</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>111</ID>
<NAME>Calculation Evaluation Detailed Information</NAME>
<DESCRIPTION>Detailed information about the evaluation of calculations. This event will have a negative impact on performance when turned on.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>100</ID>
<NAME>BuildEvalNode Eliminated Empty Calculations</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>101</ID>
<NAME>BuildEvalNode Subtracted Calculation Spaces</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>102</ID>
<NAME>BuildEvalNode Applied Visual Totals</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>103</ID>
<NAME>BuildEvalNode Detected Cached Evaluation Node</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>104</ID>
<NAME>BuildEvalNode Detected Cached Evaluation Results</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>105</ID>
<NAME>PrepareEvalNode Begin Prepare Evaluation Item</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>106</ID>
<NAME>PrepareEvalNode Finished Prepare Evaluation Item</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>107</ID>
<NAME>RunEvalNode Finished Calculating Item</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>112</ID>
<NAME>DAX Query Plan</NAME>
<DESCRIPTION>DAX logical/physical plan tree for VertiPaq and DirectQuery modes.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>DAX VertiPaq Logical Plan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>2</ID>
<NAME>DAX VertiPaq Physical Plan</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>3</ID>
<NAME>DAX DirectQuery Algebrizer Tree</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>4</ID>
<NAME>DAX DirectQuery Logical Plan</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>120</ID>
<NAME>DAX Extension Execution Begin</NAME>
<DESCRIPTION>DAX extension function execution begin event.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>50</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>121</ID>
<NAME>DAX Extension Execution End</NAME>
<DESCRIPTION>DAX extension function execution end event.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>50</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>122</ID>
<NAME>DAX Extension Trace Error</NAME>
<DESCRIPTION>DAX extension function error trace event directly traced by extension authors.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>50</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>123</ID>
<NAME>DAX Extension Trace Info</NAME>
<DESCRIPTION>DAX extension function informational/telemetry trace event directly traced by extension authors.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>50</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>124</ID>
<NAME>DAX Extension Trace Verbose</NAME>
<DESCRIPTION>DAX extension function verbose trace event directly traced by extension authors.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>50</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>131</ID>
<NAME>Aggregate Table Rewrite Query</NAME>
<DESCRIPTION>A query was rewritten according to available aggregate tables</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
<EVENTCOLUMNSUBCLASSLIST>
<EVENTCOLUMNSUBCLASS>
<ID>1</ID>
<NAME>Rewrite Attempted</NAME>
</EVENTCOLUMNSUBCLASS>
</EVENTCOLUMNSUBCLASSLIST>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>51</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>132</ID>
<NAME>Aggregate Table Rewrite Info</NAME>
<DESCRIPTION>Information about aggregation table matching.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>32</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>33</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>35</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>37</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>40</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>File Load and Save</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for file load and save operations reporting.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>90</ID>
<NAME>File Load Begin</NAME>
<DESCRIPTION>File Load Begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>91</ID>
<NAME>File Load End</NAME>
<DESCRIPTION>File Load End.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>92</ID>
<NAME>File Save Begin</NAME>
<DESCRIPTION>File Save Begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>93</ID>
<NAME>File Save End</NAME>
<DESCRIPTION>File Save End</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>94</ID>
<NAME>PageOut Begin</NAME>
<DESCRIPTION>PageOut Begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>95</ID>
<NAME>PageOut End</NAME>
<DESCRIPTION>PageOut End</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>96</ID>
<NAME>PageIn Begin</NAME>
<DESCRIPTION>PageIn Begin.</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>97</ID>
<NAME>PageIn End</NAME>
<DESCRIPTION>PageIn End</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>Resource Governance</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events for resource governance.</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>113</ID>
<NAME>WLGroup CPU Throttling</NAME>
<DESCRIPTION>Workload Group is throttled on CPU usage</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>114</ID>
<NAME>WLGroup Exceeds Memory Limit</NAME>
<DESCRIPTION>Workload group exceeds the memory limit</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>1</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
<EVENT>
<ID>115</ID>
<NAME>WLGroup Exceeds Processing Limit</NAME>
<DESCRIPTION>Workload group exceeds the processing limit</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
<EVENTCATEGORY>
<NAME>M Data Provider Events</NAME>
<TYPE>0</TYPE>
<DESCRIPTION>Collection of events collected from the M Data Provider</DESCRIPTION>
<EVENTLIST>
<EVENT>
<ID>130</ID>
<NAME>Execute Source Query</NAME>
<DESCRIPTION>Collection of all queries that are executed against the data source</DESCRIPTION>
<EVENTCOLUMNLIST>
<EVENTCOLUMN>
<ID>0</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>2</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>3</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>4</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>5</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>6</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>7</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>8</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>10</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>11</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>12</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>13</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>14</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>22</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>23</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>24</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>25</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>28</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>36</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>39</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>41</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>42</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>43</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>46</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>47</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>49</ID>
</EVENTCOLUMN>
<EVENTCOLUMN>
<ID>52</ID>
</EVENTCOLUMN>
</EVENTCOLUMNLIST>
</EVENT>
</EVENTLIST>
</EVENTCATEGORY>
</EVENTCATEGORYLIST>
<COLUMNLIST>
<COLUMN>
<ID>0</ID>
<TYPE>1</TYPE>
<NAME>EventClass</NAME>
<DESCRIPTION>Event Class is used to categorize events.</DESCRIPTION>
<FILTERABLE>false</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>1</ID>
<TYPE>1</TYPE>
<NAME>EventSubclass</NAME>
<DESCRIPTION>Event Subclass provides additional information about each event class.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>2</ID>
<TYPE>5</TYPE>
<NAME>CurrentTime</NAME>
<DESCRIPTION>Time at which the event started, when available. For filtering, expected formats are 'YYYY-MM-DD' and 'YYYY-MM-DD HH:MM:SS'.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>3</ID>
<TYPE>5</TYPE>
<NAME>StartTime</NAME>
<DESCRIPTION>Time at which the event started, when available. For filtering, expected formats are 'YYYY-MM-DD' and 'YYYY-MM-DD HH:MM:SS'.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>4</ID>
<TYPE>5</TYPE>
<NAME>EndTime</NAME>
<DESCRIPTION>Time at which the event ended. This column is not populated for starting event classes, such as SQL:BatchStarting or SP:Starting. For filtering, expected formats are 'YYYY-MM-DD' and 'YYYY-MM-DD HH:MM:SS'.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>5</ID>
<TYPE>2</TYPE>
<NAME>Duration</NAME>
<DESCRIPTION>Amount of time (in milliseconds) taken by the event.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>6</ID>
<TYPE>2</TYPE>
<NAME>CPUTime</NAME>
<DESCRIPTION>Amount of CPU time (in milliseconds) used by the event.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>7</ID>
<TYPE>1</TYPE>
<NAME>JobID</NAME>
<DESCRIPTION>Job ID for progress.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>8</ID>
<TYPE>8</TYPE>
<NAME>SessionType</NAME>
<DESCRIPTION>Session type (what entity caused the operation).</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>9</ID>
<TYPE>2</TYPE>
<NAME>ProgressTotal</NAME>
<DESCRIPTION>Progress total.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>10</ID>
<TYPE>2</TYPE>
<NAME>IntegerData</NAME>
<DESCRIPTION>Integer data.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>11</ID>
<TYPE>8</TYPE>
<NAME>ObjectID</NAME>
<DESCRIPTION>Object ID (note this is a string).</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>12</ID>
<TYPE>1</TYPE>
<NAME>ObjectType</NAME>
<DESCRIPTION>Object type.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>13</ID>
<TYPE>8</TYPE>
<NAME>ObjectName</NAME>
<DESCRIPTION>Object name.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>14</ID>
<TYPE>8</TYPE>
<NAME>ObjectPath</NAME>
<DESCRIPTION>Object path. A comma-separated list of parents, starting with the object's parent.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>15</ID>
<TYPE>8</TYPE>
<NAME>ObjectReference</NAME>
<DESCRIPTION>Object reference. Encoded as XML for all parents, using tags to describe the object.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>22</ID>
<TYPE>1</TYPE>
<NAME>Severity</NAME>
<DESCRIPTION>Severity level of an exception.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>23</ID>
<TYPE>1</TYPE>
<NAME>Success</NAME>
<DESCRIPTION>1 = success. 0 = failure (for example, a 1 means success of a permissions check and a 0 means a failure of that check).</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>24</ID>
<TYPE>1</TYPE>
<NAME>Error</NAME>
<DESCRIPTION>Error number of a given event.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>25</ID>
<TYPE>1</TYPE>
<NAME>ConnectionID</NAME>
<DESCRIPTION>Unique connection ID.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>28</ID>
<TYPE>8</TYPE>
<NAME>DatabaseName</NAME>
<DESCRIPTION>Name of the database in which the statement of the user is running.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>32</ID>
<TYPE>8</TYPE>
<NAME>NTUserName</NAME>
<DESCRIPTION>Windows user name.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>33</ID>
<TYPE>8</TYPE>
<NAME>NTDomainName</NAME>
<DESCRIPTION>Windows domain to which the user belongs.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>35</ID>
<TYPE>8</TYPE>
<NAME>ClientHostName</NAME>
<DESCRIPTION>Name of the computer on which the client is running. This data column is populated if the host name is provided by the client.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>36</ID>
<TYPE>1</TYPE>
<NAME>ClientProcessID</NAME>
<DESCRIPTION>The process ID of the client application.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>37</ID>
<TYPE>8</TYPE>
<NAME>ApplicationName</NAME>
<DESCRIPTION>Name of the client application that created the connection to the server. This column is populated with the values passed by the application rather than the displayed name of the program.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>39</ID>
<TYPE>8</TYPE>
<NAME>SessionID</NAME>
<DESCRIPTION>Session GUID.</DESCRIPTION>
<FILTERABLE>false</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>40</ID>
<TYPE>8</TYPE>
<NAME>NTCanonicalUserName</NAME>
<DESCRIPTION>User name in canonical form. For example, engineering.microsoft.com/software/someone.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>41</ID>
<TYPE>1</TYPE>
<NAME>SPID</NAME>
<DESCRIPTION>Server process ID. This uniquely identifies a user session. This directly corresponds to the session GUID used by XML/A.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>42</ID>
<TYPE>9</TYPE>
<NAME>TextData</NAME>
<DESCRIPTION>Text data associated with the event.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>43</ID>
<TYPE>8</TYPE>
<NAME>ServerName</NAME>
<DESCRIPTION>Name of the server producing the event.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>44</ID>
<TYPE>9</TYPE>
<NAME>RequestParameters</NAME>
<DESCRIPTION>Parameters for parameterized queries and commands.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>45</ID>
<TYPE>9</TYPE>
<NAME>RequestProperties</NAME>
<DESCRIPTION>XMLA request properties.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>46</ID>
<TYPE>8</TYPE>
<NAME>ActivityID</NAME>
<DESCRIPTION>The activity ID is used to track the request(s) from the same operation.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>47</ID>
<TYPE>8</TYPE>
<NAME>RequestID</NAME>
<DESCRIPTION>The request ID is used to track a request.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>48</ID>
<TYPE>9</TYPE>
<NAME>CalculationExpression</NAME>
<DESCRIPTION>Expression being evaluated when error occurred.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>49</ID>
<TYPE>1</TYPE>
<NAME>ErrorType</NAME>
<DESCRIPTION>Error Type: 0 = unknown, 1 = user, 2 = system.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>false</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>50</ID>
<TYPE>9</TYPE>
<NAME>FunctionName</NAME>
<DESCRIPTION>Name of the Dax extension function being executed.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>51</ID>
<TYPE>8</TYPE>
<NAME>UserObjectID</NAME>
<DESCRIPTION>User Object ID.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
<COLUMN>
<ID>52</ID>
<TYPE>8</TYPE>
<NAME>ApplicationContext</NAME>
<DESCRIPTION>The value of the ApplicationContext XMLA property as provided by external applications to assist with end-to-end correlation of user activities.</DESCRIPTION>
<FILTERABLE>true</FILTERABLE>
<REPEATABLE>true</REPEATABLE>
<REPEATEDBASE>false</REPEATEDBASE>
</COLUMN>
</COLUMNLIST>
</TRACEDEFINITION>
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