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U 5@520 ?@89=OBBO @VH5=L =5 7=09H;8 2V4?>2V4=8E @53@5A>@V2 4;O <>45;V " % { m o d e l n a m e / } " . � <5=H5==O :V;L:>ABV 5;5<5=BV2 70AB>A>20=> 4> AB>2?FO " % { c o l n a m e / } " <>45;V " % { m o d e l n a m e / } " G5@57 25;8:C :V;L:VABL AB0=V2 C FL><C AB>2?FV. #AB0=>2VBL 7=0G5==O ?0@0<5B@0 M A X I M U M _ S T A T E S , I>1 71V;LH8B8 :V;L:VABL AB0=V2, O:V 2@0E>2CT 0;3>@8B<. � <5=H5==O :V;L:>ABV 5;5<5=BV2 70AB>A>20=> 4> AB>2?FO " % { c o l n a m e / } " <>45;V " % { m o d e l n a m e / } " G5@57 25;8:C :V;L:VABL AB0=V2 C FL><C AB>2?FV. #AB0=>2VBL 7=0G5==O ?0@0<5B@0 M A X I M U M _ S E Q U E N C E _ S T A T E S , I>1 71V;LH8B8 :V;L:VABL AB0=V2, O:V 2@0E>2CT 0;3>@8B<. a # AB>2?FV " % { c o l n a m e / } " <>45;V " % { m o d e l n a m e / } " =5 240;>AO 7=09B8 40=V, 2V4<V==V 2V4 N u l l - 7=0G5=L. � '5@57 >1<565==O ?0< OBV 0;3>@8B< A s s o c i a t i o n R u l e s =0AB@>W2 7=0G5==O ?0@0<5B@0 M I N I M U M _ S U P P O R T O: " % { s u p p o r t / } " 4;O <>45;V " % { m o d e l n a m e / } " . � ;3>@8B< A s s o c i a t i o n R u l e s =5 7=09H>2 G0AB8E =01>@V2 5;5<5=BV2, O:V 1 2V4?>2V40;8 ?0@0<5B@0< 0;3>@8B<C 4;O <>45;V " % { m o d e l n a m e / } " . p ;3>@8B< A s s o c i a t i o n R u l e s =5 7=09H>2 ?@028;, O:V 1 2V4?>2V40;8 ?0@0<5B@0< 0;3>@8B<C 4;O <>45;V " % { m o d e l n a m e / } " . U 1@>1;5==O 4;O <>45;V " % { m o d e l n a m e / } " , ?>G8=0NG8 7V ABV;L:>E 0B@81CBV2: " % { n u m b e r / } " . a ;0AB5@870FVO 2 <>45;V " % { m o d e l n a m e / } " 7V9H;0AO ?VA;O 28O2;5==O ABV;L:>E 20@V0=BV2: " % { n u m b e r / } " . V 025@H5=> :;0AB5@870FVN 2 <>45;V " % { m o d e l n a m e / } " ( :V;L:VABL :;0AB5@V2 " % { n u m b e r / } " ) . E 5@52> A5@V9 G0AC =02G0==O 4;O " % s " C 3>;>2=V9 <>45;V ( % l d o f % l d ) . . . S 5@52> A5@V9 G0AC =02G0==O 4;O " % s " 2 VAB>@8G=><C =><5@V <>45;V % l d ( % l d o f % l d ) . . . ( =D>@<0FVO =54>ABC?=0 4;O FL>3> 28?CA:C. @ 0157?5GCT 0F8:;VG=VABL AB2>@5=>3> <5@56=>3> 3@0DV:0 70;56=>ABV. �#:07CT 7=0G5==O 2V4 0 4> 1 , O:5 :>=B@>;NT ?>T4=0==O 0;3>@8B<V2 A5@V9 G0AC A R T X P B0 A R I M A . #:070=5 7=0G5==O ?@8?CAB8<5, ;8H5 O:I> 4;O ?0@0<5B@0 F O R E C A S T _ M E T H O D CAB0=>2;5=> 7=0G5==O M I X E D . /:I> 7=0G5==O 0 , <>45;L 28:>@8AB>2CT ;8H5 0;3>@8B< A R T X P . /:I> 7=0G5==O 1 , <>45;L 28:>@8AB>2CT ;8H5 0;3>@8B< A R I M A . =0G5==O, 1;86G5 4> 0 , <0T 1V;LH5 203C 4;O 0;3>@8B<C A R T X P . =0G5==O, 1;86G5 4> 1 , <0T 1V;LH5 203C 4;O 0;3>@8B<C A R I M A . � &59 ?0@0<5B@ 40T 7<>3C :>@8ABC20G52V :>=B@>;N20B8 ?>@O4>: 02B>@53@5A82=8E 28@07V2. =0G5==O - 1 7<CHCT 0;3>@8B< 28O2;OB8 2V4?>2V4=5 7=0G5==O. � &59 ?0@0<5B@ 40T 7<>3C :>@8ABC20G52V :>=B@>;N20B8 ?>@O4>: V=B53@>20=8E 28@07V2. =0G5==O - 1 7<CHCT 0;3>@8B< 28O2;OB8 2V4?>2V4=5 7=0G5==O. � &59 ?0@0<5B@ 40T 7<>3C :>@8ABC20G52V :>=B@>;N20B8 ?>@O4>: A5@54=VE 28@07V2, I> ?5@5<VICNBLAO. =0G5==O - 1 7<CHCT 0;3>@8B< 28O2;OB8 2V4?>2V4=5 7=0G5==O. K >45;L A5@V9 G0AC =02G0==O A R I M A 4;O " % s " C 3>;>2=V9 <>45;V ( % l d o f % l d ) . . . Y >45;L A5@V9 G0AC =02G0==O A R I M A 4;O " % s " 2 VAB>@8G=><C =><5@V <>45;V % l d ( % l d o f % l d ) . . . >=B@>;NT 3@0=8G=5 7=0G5==O, 70 O:>3> 0;3>@8B< 28O2;OT =5AB01V;L=VABL 48A?5@AV9 2 0;3>@8B<V A5@V9 G0AC A R T X P B0 7C?8=OT ?@>3=>7C20==O. #:070=5 7=0G5==O ?@8?CAB8<5, ;8H5 O:I> 4;O ?0@0<5B@0 F O R E C A S T _ M E T H O D CAB0=>2;5=> 7=0G5==O A R T X P . =0G5==O 70 70<>2GC20==O< 1 2<8:0T 28O2;5==O =5AB01V;L=>ABV. &59 ?0@0<5B@ >?B8<V7CT =04V9=VABL ?@>3=>7C20==O, 0;5 <>65 >1<568B8 :V;L:VABL :@>:V2 ?@>3=>7C20==O. =0G5==O 0 28<8:0T 28O2;5==O =5AB01V;L=>ABV. &59 ?0@0<5B@ 4> =5A:V=G5==>ABV @>7H8@NT ?@>3=>78, 0;5 FV ?@>3=>78 <>6CBL AB0B8 AB0B8AB8G=> =5?@8?CAB8<8<8. �#:07CT 0;3>@8B< ?@>3=>7C20==O, O:89 ?>B@V1=> 28:>@8AB>2C20B8. 815@VBL 7=0G5==O M I X E D , I>1 AB2>@8B8 <>45;V 4;O >1>E 0;3>@8B<V2 A5@V9 G0AC A R T X P B0 A R I M A 9 >1 T4=0B8 WE @57C;LB0B8 ?V4 G0A ?@>3=>7C20==O. # AB0=40@B=V9 25@AVW <>45;V >1 T4=CNBLAO 70 4>?><>3>N 02B><0B8G=>3> A?V22V4=>H5==O, O:5 4>?><030T 0;3>@8B<C A R T X P 2 :>@>B:>AB@>:>2><C ?@>3=>7C20==V, 0 0;3>@8B<C A R I M A C 4>23>AB@>:>2><C ?@>3=>7C20==V. # ACG0A=VH8E 25@AVOE <>45;V >1 T4=CNBLAO B0 7206CNBLAO 2V4?>2V4=> 4> 7=0G5==O, CAB0=>2;5=>3> 4;O ?0@0<5B@0 P R E D I C T I O N _ S M O O T H I N G . /:I> 4;O ?0@0<5B@0 F O R E C A S T _ M E T H O D CAB0=>2;5=> 7=0G5==O A R T X P 01> A R I M A , 7=0G5==O 4;O ?0@0<5B@0 P R E D I C T I O N _ S M O O T H I N G V3=>@CTBLAO. � !E>28I5 2V4BO3C20==O AB@C:BC@8 718@0==O 40=8E: AB2>@5==O AE>28I0 2V4BO3C20==O 7 V=F845=B0<8 % l d C AB@C:BC@V 718@0==O 40=8E " % s " . � #:070=V ?0@0<5B@8 2V4BO3C20==O 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 \ } ?@87254CBL 4> 28:>@8AB0==O 2AVE V=F845=BV2 O: =01>@C 40=8E B5ABC20==O. /:I> ?@>4>268B8, AB@C:BC@0 718@0==O 40=8E =5 <0B8<5 =02G0;L=8E 40=8E. � #:070=V ?0@0<5B@8 2V4BO3C20==O 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 \ } ?@87254CBL 4> 28:>@8AB0==O 1V;LH>W ?>;>28=8 2AVE V=F845=BV2 O: =01>@C 40=8E B5ABC20==O. q !E>28I5 2V4BO3C20==O AB@C:BC@8 718@0==O 40=8E: AB@C:BC@0 718@0==O 40=8E " % s " , D0:B8G=89 @>7<V@ 2V4BO3C20==O: % l d . PAZ 3>@B0==O <>45;V 718@0==O 40=8E: AB2>@5==O A:;040==O % l d % l d C <>45;V 718@0==O 40=8E " % s " . � ;O 0B@81CB0 " % { a t t r i b u t e / } " <>45;V " % { m o d e l n a m e / } " 70AB>A>20=> >1@>1;5==O 25;8:>W :V;L:>ABV 5;5<5=BV2 G5@57 25;8:C :V;L:VABL AB0=V2 C FL><C AB>2?FV. b>=B@>;NT =>@<0;V70FVN =5@>7@82=8E 0B@81CBV2. #AB0=>2;5==O 4;O FL>3> 7=0G5==O ?>:07=8:0 1 ?@872545 4> =>@<0;V70FVW 2AVE =5@>7@82=8E 0B@81CBV2 4> ?>@V2=N20=8E 4V0?07>=V2. #AB0=>2;5==O 4;O FL>3> 7=0G5==O ?>:07=8:0 0 28<:=5 =>@<0;V70FVN, V 0;3>@8B< ?@0FN20B8<5 =04 =5D>@<0B>20=8<8 =5@>7@82=8<8 7=0G5==O<8. =0G5==O< 70 70<>2GC20==O< 4;O FL>3> ?0@0<5B@0 T 1 . �2B><0B8G=> 28O2;OB8 GCB;82VABL 4;O <V=V<0;L=>W ?V4B@8<:8. #AB0=>2;5==O 4;O FL>3> 7=0G5==O ?>:07=8:0 1 . 0 ?@872545 4> 02B><0B8G=> 28O2;5==O 0;3>@8B<>< =09<5=H>3> 2V4?>2V4=>3> 7=0G5==O <V=V<0;L=>W ?V4B@8<:8. #AB0=>2;5==O 4;O FL>3> 7=0G5==O ?>:07=8:0 0 28<:=5 02B><0B8G=5 28O2;5==O, V 0;3>@8B< ?@0FN20B8<5 =04 D0:B8G=8< 7=0G5==O< <V=V<0;L=>W ?V4B@8<:8. &59 ?0@0<5B@ 28:>@8AB>2CTBLAO, ;8H5 O:I> 4;O ?0@0<5B@0 M I N I M U M _ S U P P O R T CAB0=>2;5=> 7=0G5==O 0 . 0 . >=B@>;NT 0;3>@8B< =>@<0;V70FVW 70 70<>2GC20==O< 4;O DC=:FVW P r e d i c t C a s e L i k e l i h o o d ( ) C @07V 28:;8:C 70 2V4ACB=>ABV ?0@0<5B@V2 01> 7 ?0@0<5B@>< 70 70<>2GC20==O< " N O R M A L I Z E D " . V4B@8<C20=8<8 7=0G5==O<8 T " M A R G I N A L " B0 " D I S T A N C E " , 0 7=0G5==O< 70 70<>2GC20==O< T " M A R G I N A L " . PA ` 5 240;>AO 7=09B8 2:070=C AB@C:BC@C 718@0==O 40=8E 465@5;0 " % { s t r u c t u r e / } " C <>45;V " % { m o d e l / } " . Q !B>2?5FL " % { c o l u m n / } " <>45;V 718@0==O 40=8E " % { m o d e l / } " =5 <0T :;NG>2>3> AB>2?FO. [ !B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " <VAB8BL =5?@8?CAB8<89 2<VAB. Z ;O AB>2?FO " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " =5 2:070=> 6>4=>3> B8?C. ^ ;O AB>2?FO " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " C:070=> =5?V4B@8<C20=89 B8?. ^ >7?>2AN465==O =0 AB>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " =5?@8?CAB8<5. ] 5?@8?CAB8<5 28:>@8AB0==O 2:070=> 4;O AB>2?FO " % { c o l u m n / } " <>45;V 718@0==O 40=8E " % { m o d e l / } " . T !B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " =5 <0T AB>2?FO :;NG0. O >45;L 718@0==O 40=8E 7 V<5=5< " % { m o d e l n a m e / } " C65 VA=CT 2 ?>B>G=V9 107V 40=8E. V >45;L 718@0==O 40=8E 7 V45=B8DV:0B>@>< " % { m o d e l i d / } " C65 VA=CT 2 ?>B>G=V9 107V 40=8E. f 0@0<5B@ C L U S T E R I N G _ M E T H O D 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. @8?CAB8<V 7=0G5==O: 1 , 2 , 3 9 4 . m 0@0<5B@ C L U S T E R _ C O U N T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ C L U S T E R _ C O U N T <0T 1CB8 =52V4 T<=89. y 0@0<5B@ M I N I M U M _ S U P P O R T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M I N I M U M _ S U P P O R T <0T ?5@528IC20B8 0 . � 0@0<5B@ M O D E L L I N G _ C A R D I N A L I T Y 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M O D E L L I N G _ C A R D I N A L I T Y <0T ?5@528IC20B8 0 . � 0@0<5B@ S T O P P I N G _ T O L E R A N C E 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ S T O P P I N G _ T O L E R A N C E <0T 1CB8 FV;8< G8A;>< V 1V;LH8< 0 . p 0@0<5B@ S A M P L E _ S I Z E 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ S A M P L E _ S I Z E <0T 1CB8 0 01> =5 <5=H5 1 0 0 . � 0@0<5B@ M A X I M U M _ I N P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M A X I M U M _ I N P U T _ A T T R I B U T E S <0T 1CB8 1V;LH5 0 . | C1 " % { c u b e i d / } " V7 ?>A8;0==O< C ?@82 O7FV 4;O AB@C:BC@8 718@0==O 40=8E O L A P " % { s t r u c t u r e / } " ( c o l u m n = " % { c o l u m n / } " ) =5 VA=CT. � @82 O7:0 465@5;0 2V4ACB=O 4;O AB@C:BC@8 718@0==O 40=8E O L A P " % { s t r u c t u r e / } " ( c o l u m n = " % { c o l u m n / } " , 2:;045=89 AB>2?5FL c o l u m n = " % { n e s t e d c o l u m n / } " ) . � 8<V@ " % { c u b e d i m e n s i o n / } " V7 ?>A8;0==O< C ?@82 O7FV 4;O AB@C:BC@8 718@0==O 40=8E O L A P " % { s t r u c t u r e / } " ( c o l u m n = " % { c o l u m n / } " ) =5 VA=CT. I !B@C:BC@0 718@0==O 40=8E " % { s t r u c t u r e / } " =5 <0T AB>2?5FL :;NG0 V=F845=BC. B 02G0==O AB@C:BC@V 718@0==O 40=8E " % { s t r u c t u r e / } " C65 7025@H8;>AO. A 02G0==O AB@C:BC@V 718@0==O 40=8E " % { s t r u c t u r e / } " =5 ?@>2>48;>AO. T 5 240;>AO 28:>=0B8 >?5@0FVN ?V4 G0A =02G0==O <>45;V 718@0==O 40=8E " % { s t r u c t u r e / } " . O >45;L 718@0==O 40=8E " % { m o d e l n a m e / } " =5 ?V4B@8<CT =5@>7@82=V 0B@81CB8 O: 22V4. X >45;L 718@0==O 40=8E " % { m o d e l n a m e / } " =5 ?V4B@8<CT =5@>7@82=V 0B@81CB8 O: ?5@5410GC20=V. � 0@0<5B@ M A X I M U M _ I N P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ I N P U T _ A T T R I B U T E S <0T AB0=>28B8 I>=09<5=H5 0 V I>=091V;LH5 " % d { M a x / } " . � 0@0<5B@ M A X I M U M _ O U T P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ O U T P U T _ A T T R I B U T E S <0T AB0=>28B8 I>=09<5=H5 0 V I>=091V;LH5 " % d { M a x / } " . j 0@0<5B@ S C O R E _ M E T H O D 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ S C O R E _ M E T H O D <0T 1CB8 1 , 3 01> 4 . i 0@0<5B@ S P L I T _ M E T H O D 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ S P L I T _ M E T H O D <0T 1CB8 1 , 2 G8 3 . t 0@0<5B@ M I N I M U M _ L E A F _ C A S E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M I N I M U M _ L E A F _ C A S E S <0T 1CB8 1V;LH5 0 . ~ 0@0<5B@ C O M P L E X I T Y _ P E N A L T Y 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ C O M P L E X I T Y _ P E N A L T Y <0T 1CB8 1V;LH5 0 V <5=H5 1 . o =0G5==O ?0@0<5B@0 P R E D I C T I O N _ S M O O T H I N G 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O <0T 1CB8 2V4 0 4> 1 . % " % { N a m e / } " =5?@8?CAB8<5 V< O 2C7;0. } 5 240;>AO 7020=B068B8 <>45;L " % { m o d e l n a m e / } " 7V 715@565=>3> D09;C. $09; 01> ?>H:>465=>, 01> <0T D>@<0B, I> =5 ?V4B@8<CTBLAO. @ 5G5==O F R O M =5?@8?CAB8<5 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . _ 8@07, O:89 ?>25@B0T B01;8FN, =5 4>72>;OTBLAO 2 >?5@0FVW 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � 8H5 28@07, O:89 ?>25@B0T B01;8FN, 4>72>;OTBLAO 2 ?5@H><C 0@3C<5=BV DC=:FVW " 3>@C" 01> " =87" . # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } AB0;0AO ?><8;:0. PA� 8H5 28@07 :>=AB0=B8, O:89 ?>25@B0T 4>40B=5 G8A;>, 4>72>;OTBLAO C B@5BL><C 0@3C<5=BV DC=:FVW " 3>@C" 01> " =87" . # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } AB0;0AO ?><8;:0. F # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 7=0945=> =5>GV:C20=89 28@07 D M X . p 8H5 ?>A8;0==O =0 A:0;O@=89 AB>2?5FL 4>72>;OTBLAO C DC=:FVW ?@>3=>7C20==O 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � 8H5 ?>A8;0==O =0 48A:@5B87>20=89 AB>2?5FL 4>72>;OTBLAO C DC=:FVW ?@>3=>7C20==O 4V0?07>=C 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . ` $C=:FVW ?@>3=>7C20==O :;0AB5@V2 =5 4>72>;ONBLAO 2 :>=B5:ABV @O4:0 % d { L i n e / } AB>2?FO % d { C o l u m n / } . 5?V4B@8<C20=89 70?8B D M X . � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> <>45;V 3;818==>3> 0=0;V7C 40=8E " % { s t r N a m e / } " , =0 O:C ?>A8;0NBLAO, 01> FL>3> >1 T:B0 =5 VA=CT. 9 >45;L " % { N a m e / } " , =0 O:C 2:07CT ?>A8;0==O, =5 >1@>1;5=0. T #:070=89 AB>2?5FL D M X =5 7=0945=> 2 :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . V #:070=89 AB>2?5FL D M X =5 4>72>;5=89 C :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . v 8@07 :@0?:8 =5 4>72>;5=89 C :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . 8:>@8AB>2C9B5 s u b - S E L E C T 70<VABL =L>3>. � 8H5 =0 ?5@5410GC20=89 AB>2?5FL ( 01> AB>2?5FL, ?>2 O70=89 V7 ?5@5410GC20=8< AB>2?F5<) <>65 2:07C20B8 ?>A8;0==O 7 <>45;V 718@0==O 40=8E C :>=B5:ABV @O4:0 % d { L i n e / } AB>2?FO % d { C o l u m n / } . _ >A8;0==O =0 AB>2?5FL B01;8FV =5 ?V4B@8<CTBLAO 2 :>=B5:ABV @O4:0 % d { L i n e / } AB>2?FO % d { C o l u m n / } . ^ >268=0 ?@>3=>7C G8 A?5F8DV:0FVO 4V0?07>=C =5?@8?CAB8<V 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . C 52V4><89 28@07 D M X 28O2;5=> 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . K !8<2>; * =5 4>72>;OTBLAO 2 :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . PAQ >3VG=89 28@07 =5 4>72>;OTBLAO 2 :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . @ >3VG=89 28@07 >GV:CTBLAO 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . n 8@07 718@0==O =5<>6;82> 28:>@8AB>2C20B8 7 28@070<8, O:V =5 718@0NBLAO, C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � 0@0<5B@ U N I O N <VAB8BL =5AC<VA=V 28@078 s u b - S E L E C T C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . >=8 ?>28==V <0B8 >4=0:>2C :V;L:VABL AB>2?FV2 C A?8A:C S E L E C T - l i s t . f >A8;0==O =0 AB>2?5FL, =5?@8?CAB8<5 2 :>=B5:ABV, 2V4>1@060TBLAO 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . f $C=:FVN " % { F u n c t i o n N a m e / } " =5 <>6=0 28:>@8AB>2C20B8 2 :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . u 5?@028;L=0 :V;L:VABL 0@3C<5=BV2 28:>@8AB>2CTBLAO C DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . z @C389 0@3C<5=B C DC=:FVW " 3>@C" 01> " =87" ?>28=5= 1CB8 AB>2?F5<. # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } AB0;0AO ?><8;:0. k 5?@8?CAB8<89 0@3C<5=B 28:>@8AB>2CTBLAO C DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . E @>3=>7 :;0AB5@0 =5 ?V4B@8<CTBLAO 2 0;3>@8B<V, O:89 28:>@8AB>2CTBLAO. J @>3=>7 ?>A;V4>2=>ABV =5 ?V4B@8<CTBLAO 2 0;3>@8B<V, O:89 28:>@8AB>2CTBLAO. � 0@0<5B@ M A X I M U M _ I N P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ I N P U T _ A T T R I B U T E S <0T AB0=>28B8 I>=09<5=H5 0 V I>=091V;LH5 " % d { M a x / } " . � 0@0<5B@ M A X I M U M _ O U T P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ O U T P U T _ A T T R I B U T E S <0T AB0=>28B8 I>=09<5=H5 0 V I>=091V;LH5 " % d { M a x / } " . X ;3>@8B< N a � v e B a y e s =5 ?V4B@8<CT =5@>7@82=89 28EV4=89 0B@81CB C <>45;V " % { m o d e l n a m e / } " . � # B01;8FV ?>A;V4>2=>ABV 2 <>45;V " % { m o d e l n a m e / } " 28O2;5=> :V;L:0 =5:;NG>28E AB>2?FV2. ;3>@8B< 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 ?@89<0T ;8H5 B01;8FV ?>A;V4>2=>ABV 7 >4=8< =5:;NG>28< AB>2?F5<. � # B01;8FV ?>A;V4>2=>ABV 2 <>45;V " % { m o d e l n a m e / } " 28O2;5=> :V;L:0 :;NG>28E AB>2?FV2 ?>A;V4>2=>ABV. ;3>@8B< 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 ?@89<0T ;8H5 B01;8FV 7 >4=8< :;NG>28< AB>2?F5< ?>A;V4>2=>ABV. PAU 5 240;>AO 7020=B068B8 <>45;L 718@0==O 40=8E " % { m o d e l n a m e / } " . "53 ?><8;:8: " % { t a g / } " . @ ;3>@8B< =5 ?V4B@8<CT DC=:FVN, 70?8B0=C <>45;;N " % { m o d e l n a m e / } " . R 5?@028;L=0 25@AVO, I> 7020=B06CT 2<VAB 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " . [ 5 240;>AO 7=09B8 >1 T:B 465@5;0 O L A P 4;O AB>2?FO " % { c o l u m n n a m e / } " >1 T:B0 " % { m o d e l n a m e / } " . 9 0?8B0=89 D>@<0B @57C;LB0BC =5?@8?CAB8<89 4;O 70?8BC D M X . S ;O <>45;V " % { m o d e l n a m e / } " C:070=> =52V4><89 ?0@0<5B@ " % { s t r P a r a m N a m e / } " 0;3>@8B<C. ~ 0@0<5B@ M I N I M U M _ S U P P O R T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M I N I M U M _ S U P P O R T ?>28=5= 1CB8 1V;LH8< 01> @V2=8< 0 . n 0@0<5B@ M A X I M U M _ S U P P O R T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M A X I M U M _ S U P P O R T <0T 1CB8 1V;LH5 0 . � 0@0<5B@ M I N I M U M _ I T E M S E T _ S I Z E 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M I N I M U M _ I T E M S E T _ S I Z E ?>28=5= 1CB8 2V4 1 4> 5 0 0 . � 0@0<5B@ M A X I M U M _ I T E M S E T _ S I Z E 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M A X I M U M _ I T E M S E T _ S I Z E ?>28=5= 1CB8 2V4 0 4> 5 0 0 . � 0@0<5B@ M A X I M U M _ I T E M S E T _ C O U N T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M A X I M U M _ I T E M S E T _ C O U N T ?>28=5= 1CB8 1V;LH8< 01> @V2=8< 1 . | 0@0<5B@ M I N I M U M _ P R O B A B I L I T Y 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ M I N I M U M _ P R O B A B I L I T Y ?>28=5= 1CB8 2V4 0 4> 1 . R 5G5==O W H E R E C 70O2V S E L E C T . . . F R O M m . S A M P L E _ C A S E S <0T <VAB8B8 DC=:FVN I s I n N o d e . M 5B0;V70FVO ( S E L E C T . . . F R O M m o d e l . C A S E S ) =5 22V<:=5=0 4;O <>45;V " % { N a m e / } " . � 0@0<5B@ M A X I M U M _ S T A T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ S T A T E S <0T 1CB8 2 4V0?07>=V 2V4 " % d { M i n / } " 4> " % d { M a x / } " 01> AB0=>28B8 0 ( B>1B> " 157 >1<565=L" ) . F @>3=>7 A5@V9 G0AC =5 ?V4B@8<CTBLAO 0;3>@8B<><, O:89 28:>@8AB>2CTBLAO. @ "8? S E L E C T =5 ?V4B@8<CTBLAO 4;O <>45;V " % { N a m e / } " 01> AB@C:BC@8. H 0@0<5B@ 718@0==O 40=8E " % { P a r a m / } " =5?@8?CAB8<89 4;O <>45;V " % { N a m e / } " . A ;O FL>3> A50=AC =5 =0AB@>T=> :0B0;>3. 5 240;>AO 28:>=0B8 70?8B. N ><8;:0 0=0;V7C P M M L C @O4:C " % { L i n e / } " AB>2?FO " % { C o l u m n / } " : " % { s t r M e s s a g e / } " F 5 240;>AO ?@>0=0;V7C20B8 <>45;L 718@0==O 40=8E G5@57 45D>@<0FVN P M M L . u !B@C:BC@C " % { n a m e / } " AB2>@5=> 7 <>45;V P M M L . &59 ?0@0<5B@ >1@>1;5==O =5 <>6=0 70AB>AC20B8 4> AB@C:BC@ =0 >A=>2V P M M L . j "8? 40=8E AB>2?FO 4;O AB@C:BC@8 718@0==O 40=8E % { s t r u c t u r e / } . % { d m s c o l u m n / } =5 2V4?>2V40T B8?C 72 O7C20==O. � "8? 40=8E AB>2?FO AB@C:BC@8 718@0==O 40=8E % { s t r u c t u r e / } . " % { d m s c o l u m n / } " <0T 1CB8 G8A;>28<, 1> 2V= <0T B8? =5@>7@82=>3> 2<VABC ( 4;O ?0@0<5B@0 " <VAB" CAB0=>2;5=> 7=0G5==O " 5@>7@82=89" , " '0A :;NG0" 01> " >A;V4>2=VABL :;NG0" ) . � # <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " AB>2?5FL " % { c o l n a m e / } " <0T 1CB8 =5@>7@82=>3> B8?C, 1> =0 =L><C 2AB0=>2;5=> ?>7=0G:C <>45;N20==O R E G R E S S O R . 8 ;3>@8B< =5 ?V4B@8<CT AB>2?FV K E Y T I M E 01> K E Y S E Q U E N C E . � ;3>@8B< 28<030T ?@8=09<=V >4=>3> ?5@5410GC20=>3> 0B@81CB0. >4=>3> 0B@81CB0 =5 7=0945=> 2 <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " . � 8H5 2:;045=89 AB>2?5FL B01;8FV 7V AB>2?F5< K E Y S E Q U E N C E <>6=0 28:>@8AB>2C20B8 C DC=:FVW ?@>3=>7C20==O ?>A;V4>2=>ABV. # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } AB0;0AO ?><8;:0. � 8H5 AB>2?5FL 28I>3> @V2=O 01> 2:;045=89 AB>2?5FL B01;8FV 7V AB>2?F5< K E Y T I M E CA5@548=V <>6CBL 28:>@8AB>2C20B8AL C DC=:FVW ?@>3=>7C20==O A5@V9 G0AC. 82. @O4>: % d { L i n e / } C AB>2?FV % d { C o l u m n / } . � 0@0<5B@ P E R I O D I C I T Y _ H I N T 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ P E R I O D I C I T Y _ H I N T <0T AB0=>28B8 { n 1 , n 2 , n 3 . . . } , 45 n 1V;LH5 0 = # <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5 2:070=> 20@V0=BV2. T #AB0=>2;5=89 V=F845=B A5@V9 G0AC <0T 1CB8 =5?>2=8<, O:I> <VAB8BL ;8H5 >48= V=F845=B. PAZ !B>2?5FL " % { c o l u m n / } " <>45;V " % { N a m e / } " <VAB8BL B8? 2<VABC, I> 9>3> =5 ?V4B@8<CT 0;3>@8B<. p !B>2?5FL " % { c o l u m n / } " <>45;V " % { N a m e / } " <VAB8BL ?>7=0G:C <>45;N20==O " % { f l a g / } " , O:0 =5 ?V4B@8<CTBLAO 0;3>@8B<><h #:070=89 V45=B8DV:0B>@ :;0AB5@0 ?5@51C20T 70 <560<8 4V0?07>=C 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " . l 0@0<5B@ D I S T I N C T =5 4>72>;OTBLAO 2 B8?V 70O28 S E L E C T , I> 7=0E>48BLAO 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � 0@0<5B@ O P T M I Z E D _ P R E D I C T I O N _ C O U N T 4;O <>45;V " % { m o d e l n a m e / } " =5 ?V4B@8<CTBLAO. 0@0<5B@ O P T M I Z E D _ P R E D I C T I O N _ C O U N T ?>28=5= 1CB8 2V4 0 4> 5 0 . X 5?V4B@8<C20=5 @5G5==O S E T 2V4>1@060TBLAO 2 70O2V 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . @ 0@0<5B@ P R E D I C T I O N J O I N =5 ?V4B@8<CTBLAO 4;O <>45;V " % { N a m e / } " . � 8H5 2:;045=89 AB>2?5FL B01;8FV 7V AB>2?F5< K E Y CA5@548=V 4>72>;OTBLAO C DC=:FVW ?@>3=>7C20==O 0A>FV0FVW. 82. @O4>: % d { L i n e / } AB>2?FO % d { C o l u m n / } . ] V4:;NG5==O 157 B>G>: 4>ABC?C 2 @5G5==O O P E N R O W S E T =5 <>6=0 28:>@8AB>2C20B8 =0 FL><C A5@25@V. n &59 A5@25@ =5 =0AB@>T=> 4;O ?V4B@8<:8 ?>AB0G0;L=8:0 " % { P r o v i d e r / } " , I> 28:>@8AB>2CTBLAO 2 @5G5==V O P E N R O W S E T . � 0@0<5B@ M A X I M U M _ S T A T E S 4;O <>45;V " % { m o d e l n a m e / } " =5 ?V4B@8<CTBLAO. =0G5==O ?0@0<5B@0 M A X I M U M _ S T A T E S <0T AB0=>28B8 0 , 2 01> ( I>=091V;LH5) " % d { M a x / } " . 7 V4 G0A AB2>@5==O 2=CB@VH=L>3> >1 T:B0 AB0;0AO ?><8;:0. j 0@0<5B@ C O M P L E X I T Y _ P E N A L T Y 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. V= <0T 1CB8 <5=H5 1 . j 0@0<5B@ M I N _ L E A F _ C A S E S 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. V= =5 <>65 1CB8 <5=H5 1 . O >45;L 718@0==O 40=8E " % { m o d e l n a m e / } " ?@89<0T ;8H5 =5@>7@82=V 0B@81CB8 O: 22V4. � # <>45;V " % { m o d e l n a m e / } " =0O2=89 =548A:@5B=89 0B@81CB 2C7;0 ?>A;V4>2=>ABV. ;3>@8B< 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 28<030T, I>1 F59 0B@81CB 1C2 48A:@5B=>3> B8?C. PA� !B@C:BC@C 718@0==O 40=8E =0 >A=>2V P M M L " % { n a m e / } " <>6=0 7<V=N20B8 ;8H5 4;O 4>4020==O ?@82 O7>: 4> 40=8E. >4=V V=HV ?0@0<5B@8 4;O 7<V=5==O AB@C:BC@8 =5 ?V4B@8<CNBLAO. s 5 240;>AL >1@>18B8 AB@C:BC@C 718@0==O 40=8E =0 >A=>2V P M M L 01> <>45;L 7 V<5=5< " % { n a m e / } " V7 70:@8B8<8 ?@82 O7:0<8� 02G0==O <>45;V 718@0==O 40=8E " % { n a m e / } " C65 7025@H5=>, V 2>=0 =5 ?V4B@8<CT V=:@5<5=B=V >=>2;5==O. 5@H =V6 28:>@8AB>2C20B8 V=AB@C:FVN I N S E R T I N T O , 28:>@8AB09B5 D E L E T E F R O M < o b j e c t > . s >:07=8: C:070=8E AB>2?FV2 =5 2V4?>2V40T ?>:07=8:C AB>2?FV2 <>45;V 718@0==O 40=8E 01> AB>2?FV2 =01>@C @O4:V2 22>4C. � 0@0<5B@ H I S T O R I C _ M O D E L _ C O U N T 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. >:07=8: :V;L:>ABV =5 <0T 1CB8 2V4 T<=8< V =5 <>65 ?5@528IC20B8 1 0 0 . #:06VBL 0 , I>1 =5 35=5@C20B8 VAB>@8G=C <>45;L. � 0@0<5B@ H I S T O R I C _ M O D E L _ G A P 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. @><V6>: <V6 <>45;O<8 718@0==O 40=8E <0T ?5@528IC20B8 0 . =0G5==O FL>3> ?0@0<5B@0 =5 <0T 2?;82C, O:I> ?0@0<5B@ H I S T O R I C _ M O D E L _ C O U N T <0T 7=0G5==O 0 . { >7=0G:8 G0AC =5 A8=E@>=V7>20=>, ?>G8=0NG8 7 @O4C " % { c o l u m n / } " <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " . #AV G0A>2V @O48 <0NBL 70:V=GC20B8AL >4=0:>2>N ?>7=0G:>N G0AC B0 =5 <>6CBL <0B8 4>2V;L=> ?@>?CI5=8E B>G>: 40=8E. /:I> 2AB0=>28B8 4;O ?0@0<5B@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 7=0G5==O " >?5@54=T" 01> G8A;>2C :>=AB0=BC, ?@>?CI5=V B>G:8 40=8E 1C45 02B><0B8G=> 2AB02;5=>, 45 F5 <>6;82>. G # 70O2V S E L E C T D I S T I N C T <>65 <VAB8B8AO ?>A8;0==O ;8H5 =0 >48= AB>2?5FL. � 5 7=0945=> AB>2?5FL 2C7;0 ?>A;V4>2=>ABV 2 <>45;V " % { m o d e l n a m e / } " . ;3>@8B< 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 28<030T 2:;045=>W B01;8FV, I> <VAB8BL :;NG ?>A;V4>2=>ABV B0 AB>2?FV 2C7;0 ?>A;V4>2=>ABV. = ;3>@8B< 4;O <>45;V " % { m o d e l n a m e / } " =5 ?V4B@8<CT 45B0;V70FVN. � 0@0<5B@ H O L D O U T _ P E R C E N T A G E 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 H O L D O U T _ P E R C E N T A G E <0T 1CB8 1V;LH5 0 B0 <5=H5 1 0 0 . � 0@0<5B@ M A X I M U M _ C L U S T E R _ C O U N T 2V4 T<=89 C <>45;V " % { m o d e l n a m e / } " 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 . 0@0<5B@ M A X I M U M _ C L U S T E R _ C O U N T ?>28=5= 1CB8 4>40B=8< G8A;>< 01> 0 . � 0@0<5B@ M I N I M U M _ S U P P O R T 2V4 T<=89 C <>45;V " % { m o d e l n a m e / } " 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 . 0@0<5B@ M I N I M U M _ S U P P O R T ?>28=5= 1CB8 01> 4>40B=8< G8A;><, 01> 0 . j =0G5==O 4;O ?0@0<5B@0 M A X I M U M _ S T A T E S =5?@8?CAB8<5 2 <>45;V " % { m o d e l n a m e / } " 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 . s =0G5==O 4;O ?0@0<5B@0 M A X I M U M _ S E Q U E N C E _ S T A T E S =5?@8?CAB8<5 2 <>45;V " % { m o d e l n a m e / } " 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? 40=8E ?@82 O7:8 AB>@>==L>3> :;NG0 ( o r d i n a l = % { i O r d i n a l / } ) 4;O 2:;045=>W B01;8FV " % { t a b l e c o l u m n / } " =5 2V4?>2V40T B8?C 40=8E 2V4?>2V4=>W ?@82 O7:8 :;NG0 4;O :;NG0 V=F845=BC " % { c a s e k e y c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " . � 0O2C I N S E R T I N T O <>6=0 28:>@8AB>2C20B8 ;8H5 4;O <>45;59 718@0==O 40=8E, O:V =5 <0NBL 5;5<5=BV2 >4=>3> @V2=O 2 >4=V9 V BV9 A0<V9 AB@C:BC@V 718@0==O 40=8E. 0<VABL FL>3> A?@>1C9B5 28:>@8AB0B8 AB@C:BC@C 718@0==O 40=8E I N S E R T I N T O � >A8;0==O =0 AB>2?5FL =5@>7@82=>3> :;NG0 ( K E Y T I M E , K E Y S E Q U E N C E ) =5 ?V4B@8<CTBLAO 2 70O2V S E L E C T D I S T I N C T C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � @>3=>7 G0A>2>3> @O4C 70?8B0=> 7 G0A>< ?>G0B:C 40;V 2 <8=C;><C, =V6 <>6CBL >1@>18B8 2=CB@VH=V <>45;V 2 <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " , C:070=V 2 ?0@0<5B@0E H I S T O R I C _ M O D E L _ G A P V H I S T O R I C _ M O D E L _ C O U N T . � 5 240;>AL >1@>18B8 >1 T:B " % { n a m e / } " V7 2:070=8<8 ?@82 O7:0<8 ( AB@C:BC@0 2=CB@VH=VE >1 T:BV2 1C45 7<V=5=0) . 0O2C A L T E R <>6=0 28:>@8AB>2C20B8, I>1 7<V=8B8 ?@82 O7:8 ?5@54 >1@>1:>N. j !B@C:BC@0 A5@V9 G0AC 1C;0 287=0G5=0 157 AB>2?FO " '0A :;NG0" . >B@V1=> 287=0G8B8 >48= AB>2?5FL " '0A :;NG0" . � !B>2?5FL " '0A :;NG0" A5@V9 G0AC <0T =5?@8?CAB8<89 B8? 40=8E. !B>2?5FL " '0A :;NG0" ?>28=5= <0B8 G8A;>25 7=0G5==O B8? 40=8E 40B8/ G0AC/ ?>7=0G:8 G0AC. z 45=B8DV:0B>@ D a t a S o u r c e I D 4;O AB@C:BC@8 718@0==O 40=8E " % { n a m e / } " O L A P ?>B@V1=> 2AB0=>28B8 4;O ?>B>G=>W 1078 40=8E ( " . " ) . � !B>2?FV K E Y S E Q U E N C E =5 ?V4B@8<CNBLAO =0 @V2=V V=F845=BC. !B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " <VAB8BL =5?@8?CAB8<89 2<VAB. � 1 T:B " % { m o d e l / } " =5 <VAB8BL 6>4=>3> V=F845=BC. !E>28I5 45B0;V70FVW ?CAB5, >A:V;L:8 4;O ?0@0<5B@0 ?5@5;VG5==O P r o c e s s T y p e CAB0=>2;5=> 7=0G5==O 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 , 01> 70O20 D M X D E L E T E >G8AB8;0 AE>28I5. � !B>2?5FL " % { c o l u m n / } " =5 ?V4B@8<CT 70O2C 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 . 8H5 AB>2?FV D I S C R E T E 01> D I S C R E T I Z E D ?V4B@8<CNBL FN >?5@0FVN. q !B@C:BC@0 " % { n a m e / } " =5 <VAB8BL ?@82 O7:8 4> 40=8E ( 01> <VAB8BL =5?@8?CAB8<V ?@82 O7:8) , V WW =5<>6;82> >1@>18B8. w # AB@C:BC@V " % { p a r e n t S t r u c t / } " AB>2?5FL " % { n a m e / } " =5 <VAB8BL ?@8?CAB8<V ?@82 O7:8 4> 40=8E, V 9>3> =5<>6;82> >1@>18B8. T !B@C:BC@0 718@0==O 40=8E " % { s t r u c t u r e / } " <0T :V;L:0 AB>2?FV2 :;NGV2 =0 >4=><C @V2=V. � 45=B8DV:0B>@ ?>40==O 465@5;0 40=8E " % { d a t a s o u r c e v i e w / } " AB@C:BC@8 718@0==O 40=8E " % { n a m e / } " =5 2V4?>2V40T =0O2=><C ?>40==N 465@5;0 40=8E C 107V 40=8E. ^ 0O2C D I S C R E T I Z E D <>6=0 28:>@8AB>2C20B8 ;8H5 4;O G8A;>28E AB>2?FV2. [ C o l u m n = " % { C o l u m n N a m e / } " ] . k 0@0<5B@ C L U S T E R _ S E E D 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ C L U S T E R _ S E E D <0T 1CB8 =52V4 T<=8<. - 5 240;>AO 7=09B8 715@565=89 D09; " % { n a m e / } " . L 1> AB0;0AO ?><8;:0 ?V4 G0A G8B0==O V=F845=BV2, 01> >?5@0FVN 1C;> A:0A>20=>. ><8;:0 I N S E R T I N T O : AB>2?5FL :;NG0 2:;045=>W B01;8FV " [ % { t a b l e / } ] . [ % { c o l u m n / } ] " =5 ?>2 O70=89 7V AB>2?F5< =01>@C @O4:V2 22>4C. � 0@0<5B@ 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 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 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 <0T 1CB8 1V;LH5 0 B0 <5=H5 " % d { M a x / } " . � V4 G0A >1@>1:8 28<V@C 718@0==O 40=8E " % { d i m e n s i o n / } " 7 <>45;;N 718@0==O 40=8E 465@5;0 " % { m i n i n g m o d e l / } " AB0;0AO ?><8;:0. ;3>@8B< <>45;V 465@5;0 ?>25@=C2 =5?@8?CAB8<V 2V4><>ABV ?@> 2<VAB 28<V@C 718@0==O 40=8E. � 0@0<5B@ M A X I M U M _ I N P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ I N P U T _ A T T R I B U T E S <0T AB0=>28B8 I>=09<5=H5 0 V I>=091V;LH5 " % d { M a x / } " . � 0@0<5B@ M A X I M U M _ O U T P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ O U T P U T _ A T T R I B U T E S <0T AB0=>28B8 I>=09<5=H5 0 V I>=091V;LH5 " % d { M a x / } " . � 0@0<5B@ M A X I M U M _ S T A T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ S T A T E S <0T AB0=>28B8 0 01> ?5@51C20B8 2 4V0?07>=V 2V4 2 4> " % d { M a x / } " . r 0@0<5B@ S A M P L E _ S I Z E 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 S A M P L E _ S I Z E <0T 1CB8 =5 <5=H5 0 . | 0@0<5B@ H I D D E N _ N O D E _ R A T I O 4;O <>45;V % { m o d e l n a m e / } =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 H I D D E N _ N O D E _ R A T I O <0T 1CB8 =5 <5=H5 0 . w 0@0<5B@ H O L D O U T _ T O L E R A N C E 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ H O L D O U T _ T O L E R A N C E ?>28=5= 1CB8 1V;LH8< 0 . w 0@0<5B@ B R E N T _ T O L E R A N C E 4;O <>45;V % { m o d e l n a m e / } =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 B R E N T _ T O L E R A N C E <0T ?5@528IC20B8 0 . y 0@0<5B@ M I N I M U M _ S U P P O R T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M I N I M U M _ S U P P O R T <0T ?5@528IC20B8 0 . &O 70O20 =5 ?V4B@8<CTBLAO. i ;3>@8B< 718@0==O 40=8E " % { A l g o N a m e / } " =54>ABC?=89 4;O 28:>@8AB0==O 7 ;>:0;L=8<8 <>45;O<8 718@0==O 40=8E. k ;3>@8B< 718@0==O 40=8E, O:89 28:>@8AB>2CTBLAO 2 <>45;V " % { M o d e l N a m e / } " , =54>ABC?=89 4;O FL>3> ?V4:;NG5==O. � 5 240;>AO AB2>@8B8 ?>AB0G0;L=8:0 0;3>@8B<V2 4;O 0;3>@8B<C 718@0==O 40=8E " % { A l g o N a m e / } " . >3> V45=B8DV:0B>@ P r o g I D 2V4ACB=V9 C D09;V :>=DV3C@0FVW A5@25@0. � !;C610 " % { S e r v i c e N a m e / } " , ?>25@=CB0 0;3>@8B<>< 718@0==O 40=8E " % { P r o g I D / } " , =5 2V4?>2V40T 9>3> 0;3>@8B<C " % { A l g o N a m e / } " C D09;V :>=DV3C@0FVW A5@25@0. � $C=:FVW I s I n N o d e 01> I s D e s c e n d a n t ?>28==V 28:>@8AB>2C20B8AO ;8H5 >48= @07, 0 >?5@0B>@ O R <0T 28:>@8AB>2C20B8AO @07>< C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . V 8:;8: DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } =5?@8?CAB8<89. � $C=:FVO " % { F u n c t i o n N a m e / } " , C:070=0 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } , =5 O2;OT A>1>N :>@8ABC20FL:C DC=:FVN ( U D F ) 01> =0AB@>N20=C DC=:FVN, I> ?V4B@8<CTBLAO 2 0;3>@8B<V :><?>=5=B0 p l u g - i n . } >AB0G0;L=8: 0;3>@8B<V2 4;O 0;3>@8B<C 718@0==O 40=8E " % { A l g o N a m e / } " =5 =040T >1>2 O7:>289 V=B5@D59A 4;O =0AB@>N20=8E DC=:FV9. � ;O 0@3C<5=BC " % { A r g u m e n t I n d e x / } " DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 4>72>;OTBLAO ;8H5 28@07 :>=AB0=B8. � ;O 0@3C<5=BC " % { A r g u m e n t I n d e x / } " DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 4>72>;5=> ;8H5 ?>A8;0==O =0 A:0;O@=89 AB>2?5FL. � ;O 0@3C<5=BC " % { A r g u m e n t I n d e x / } " DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 4>72>;OTBLAO ;8H5 ?>A8;0==O =0 AB>2?5FL B01;8FV. � ;O 0@3C<5=BC " % { A r g u m e n t I n d e x / } " DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 2:070=> =5?@8?CAB8<89 B8? 7=0G5==O. [ ;O DC=:FVW 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 2:070=> 701030B> 0@3C<5=BV2 01> ?>7=0G>:. D 52V4><0 ?>7=0G:0 4;O DC=:FVW 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . ~ ;O DC=:FVW 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } ?>B@V1=> 2:070B8 >1>2 O7:>2V ?0@0<5B@8 DC=:FVW, ?5@H =V6 C:07C20B8 ?>7=0G:8. d !B0;0AO ?><8;:0 ?V4 G0A >FV=N20==O DC=:FVW " % { F u n c t i o n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � 5?@8?CAB8<0 ?>7=0G:0 <>45;N20==O " % { F l a g N a m e / } " 4;O AB>2?FO AB@C:BC@8 718@0==O 40=8E " % { C o l u m n N a m e / } " . >7=0G:8 <>45;N20==O, ?>2 O70=V 7 0;3>@8B<><, <>6=0 28:>@8AB>2C20B8 ;8H5 7V AB>2?FO<8 <>45;V 718@0==O 40=8E. f !B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " <VAB8BL :V;L:0 :;0A8DV:>20=8E AB>2?FV2. u !B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " <0T 1CB8 48A:@5B=8<, 1> 2V= :;0A8DV:CT V=H89 AB>2?5FL. � !B>2?5FL " % { c l a s s i f i e d c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " <0T 1CB8 48A:@5B=8<, 1> 9>3> :;0A8DV:CT AB>2?5FL " % { c o l u m n / } " . � 45=B8DV:0B>@ 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=89 C AB>2?FV " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " , =5 VA=CT. � 0@0<5B@ F O R C E _ R E G R E S S O R 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ " % { s t r P a r a m N a m e / } " ?>28=5= 1CB8 22>4>< V @53@5A>@><. _ 5G5==O G R O U P B Y =5 4>72>;OTBLAO 2 B8?V >?5@0B>@0 S E L E C T C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . W ><0=40 J O I N =5 4>72>;OTBLAO 2 B8?V 70O28 S E L E C T C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � >AB0G0;L=8:, I> 28:>@8AB>2CTBLAO 465@5;>< 40=8E " % { d a t a s o u r c e _ n a m e / } " V7 ?>A8;0==O< C @5G5==V O P E N Q U E R Y , =5 <>65 28:>@8AB>2C20B8AO F8< 5:75<?;O@><. � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> AB@C:BC@8 3;818==>3> 0=0;V7C 40=8E " % { s t r N a m e / } " , =0 O:C ?>A8;0NBLAO, 01> FL>3> >1 T:B0 =5 VA=CT. U =AB@C:FVO E X P O R T =5 ?V4B@8<CTBLAO 4;O AB@C:BC@ 718@0==O 40=8E O L A P , O:- >B " % { N a m e / } " e !5@25@ 4>AO3 A2>TW <56V ( % d { c M a x Q u e r i e s / } ) 4;O >4=>G0A=8E 70?8BV2 =0 718@0==O 40=8E. >2B>@VBL 70?8B. o !B>2?5FL 3;028 =5 ?V4B@8<CTBLAO 4;O ?0@0<5B@V2 01> ?>25@B0T 7=0G5==O U D F C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . t 87=0G5=0 :>@8ABC20G5< DC=:FVO ( U D F ) ?>25@=C;0 =5C73>465=C :V;L:VABL AB>2?FV2 C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . 7 " % { s t r A t t r N a m e / } " =5?@8?CAB8<5 :>@>B:5 V< O 0B@81CB0. � 5 240;>AO 2:070B8 ?0@0<5B@ 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 4;O AB>2?FO " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " 2V= =5 48A:@5B87>20=89. � !B>2?5FL AB@C:BC@8 465@5;0 " % { s t r u c t u r e C o l / } " 4;O AB>2?FO <>45;V 718@0==O 40=8E " % { m o d e l C o l / } " =5 B01;8FO 01> =5 <VAB8BL 2:;045=8E AB>2?FV2. ` !B>2?5FL B01;8FV " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " =5 <0T 4>GV@=VE AB>2?FV2. � #:070=89 0;3>@8B< =5 <>65 >1@>18B8 AB>2?FV <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " V7 B8?>< 2<VABC " P r o b a b i l i t y " . [ !B>2?5FL= % { C o l u m n N a m e / } ] . � #:070=89 0;3>@8B< =5 <>65 >1@>18B8 AB>2?FV <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " V7 B8?>< 2<VABC " S u p p o r t " . [ !B>2?5FL= % { C o l u m n N a m e / } ] . � #:070=89 0;3>@8B< =5 <>65 >1@>18B8 AB>2?FV <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " V7 B8?>< 2<VABC " P r o b a b i l i t y V a r i a n c e " . [ !B>2?5FL= % { C o l u m n N a m e / } ] . � #:070=89 0;3>@8B< =5 <>65 >1@>18B8 AB>2?FV <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " V7 B8?>< 2<VABC " P r o b a b i l i t y S t d d e v " . [ !B>2?5FL= % { C o l u m n N a m e / } ] . � #:070=89 0;3>@8B< =5 <>65 >1@>18B8 AB>2?FV <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " V7 B8?>< 2<VABC " S t d d e v " . [ !B>2?5FL= % { C o l u m n N a m e / } ] . � #:070=89 0;3>@8B< =5 <>65 >1@>18B8 AB>2?FV <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " V7 B8?>< 2<VABC " V a r i a n c e " . [ !B>2?5FL= % { C o l u m n N a m e / } ] . k 5 7=0945=> AB>2?5FL AB@C:BC@8 465@5;0 " % { s t r u c t u r e C o l / } " 4;O AB>2?FO <>45;V 718@0==O 40=8E " % { m o d e l C o l / } " . s 5 240;>AO :>=25@BC20B8 7=0G5==O C AB>2?FV 22>4C " % { i n p u t C o l / } " C B8? 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N !B>2?5FL :;NG0 2:;045=>W B01;8FV =5 ?>2 O70=89 V7 70?8B>< =0 70210G;8289 22V4. � 5 240;>AL >B@8<0B8 4>ABC? 4> 7=0G5==O =5@>7@82=>3> AB>2?FO :;NG0 ( B>1B>, AB>2?FO, 4;O B8?C 2<VABC O:>3> 2AB0=>2;5=> 7=0G5==O " K E Y T I M E " 01> " K E Y S E Q U E N C E " ) 70 4>?><>3>N =01>@C M i n i n g M o d e l C o l u m n . V a l u e s . � ;O 5;5<5=B0 D a t a T y p e ?@82 O7:8 4;O AB>2?FO AB@C:BC@8 718@0==O 40=8E, 4;O B8?C 2<VABC O:>3> 2AB0=>2;5=> 7=0G5==O D a t e , B0:>6 ?>B@V1=> 2AB0=>28B8 7=0G5==O D a t e . � 5 240;>AO 7025@H8B8 V<?>@B, >A:V;L:8 >1 T:B 7 V<5=5< " % { o b j e c t n a m e / } " 01> V45=B8DV:0B>@>< " % { o b j e c t i d / } " C65 VA=CT 2 107V 40=8E ?@87=0G5==O. h 5 240;>AO :>=25@BC20B8 7=0G5==O " % { v a l u e / } " C B8? 40=8E AB>2?FO <>45;V 718@0==O 40=8E " % { c o l u m n n a m e / } " . � # <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " ?>7=0G:0 <>45;N20==O M O D E L _ E X I S T E N C E _ O N L Y =5 4>72>;OTBLAO C AB>2?FV :;NG0 " % { c o l n a m e / } " . 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O >45;L 718@0==O 40=8E " % { m o d e l / } " =5 <>65 <0B8 :V;L:0 ?5@5410GC20=8E 0B@81CBV2. >45;L 718@0==O 40=8E " % { m o d e l / } " <0T AB>2?5FL, O:89 28:>@8AB>2CT B8? 40=8E D A T E . &59 B8? 40=8E =5 ?V4B@8<CTBLAO A?5F8DV:0FVTN P M M L 2 . 1 . /: B8<G0A>25 @VH5==O B8? 40=8E D A T E 70728G09 <>6=0 :>=25@BC20B8 2 B8? 40=8E D O U B L E , O:89 ?V4B@8<CTBLAO A?5F8DV:0FVTN P M M L 2 . 1 . � V4 G0A :>=25@BC20==O ?5@5410G5=>3> 7=0G5==O C AB>2?5FL " % { C o l u m n N a m e / } " C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 28O2;5=> ?5@5?>2=5==O. 5:><5=4>20=> B8? 40=8E 1V;LH 28A>:>W B>G=>ABV 4;O AB>2?FO. � # AB@C:BC@V 718@0==O 40=8E " % { p a r e n t S t r u c t / } " AB>2?5FL " % { n a m e / } " ?>2 O70=89 7V AB>2?F5< 1078 40=8E, 4;O B8?C 40=8E O:>3> 2AB0=>2;5=> 7=0G5==O " V=0@=89" . 0728G09 F59 B8? 40=8E O2;OT A>1>N =5AB@C:BC@>20=V 40=V, O:V =5<>6;82> >1@>18B8. � 5 240;>AL >1@>18B8 AB@C:BC@C 718@0==O 40=8E " % { s t r u c t u r e / } " O L A P , >A:V;L:8 >?5@0B>@=89 @568< 715@565==O 28<V@C " % { d i m e n s i o n / } " V7 ?>A8;0==O< C ?@82 O7FV 4;O AB>2?FO " % { c o l u m n / } " =5 T M O L A P . � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> <>45;V 01> AB@C:BC@8 3;818==>3> 0=0;V7C 40=8E " % { s t r N a m e / } " , =0 O:C ?>A8;0NBLAO, G8 FL>3> >1 T:B0 =5 VA=CT. � < O " % { N a m e / } " =5 V45=B8DV:CT C=V:0;L=> <>45;L 01> AB@C:BC@C 718@0==O 40=8E. !?@>1C9B5 287=0G8B8 F5 V< O, 4>402H8 ?@5DV:A " M I N I N G S T R U C T U R E " 01> " M I N I N G M O D E L " . � !B>2?5FL AB@C:BC@8 718@0==O 40=8E " % { N a m e / } " <0T :20;VDV:0B>@ ?@>3=>7C20==O. 20;VDV:0B>@8 ?@>3=>7C20==O, B0:V O: P R E D I C T 01> P R E D I C T O N L Y , =5 <>6=0 70AB>A>2C20B8 4> AB>2?FV2 AB@C:BC@8 718@0==O 40=8E. n 0O20 D E L E T E F R O M C A S E S ?V4B@8<CTBLAO ;8H5 4;O AB@C:BC@ 718@0==O 40=8E. 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PA� 5 240;>AO AB2>@8B8 >1 T:B8 718@0==O 40=8E A50=AC ( 7>:@5<0 A?5FV0;L=V ?>40==O 465@5;0 40=8E, I> 28:>@8AB>2CNBLAO 4;O >1@>1:8 28<V@V2 718@0==O 40=8E) =0 FL><C 5:75<?;O@V. � &O DC=:FVO 28<030T AB0B8AB8:8 ?5@H>3> ABC?5=O, O:0 =54>ABC?=0 7 0;3>@8B<><, I> 28:>@8AB>2CTBLAO 4;O <>45;V 718@0==O 40=8E " % { m o d e l / } " . ;3>@8B< G0A>2>3> @O4C AB2>@82 7030;L=89 28=OB>: ?V4 G0A @>1>B8 7 <>45;;N 718@0==O 40=8E, " % { m o d e l n a m e / } " , V<>2V@=>, G5@57 >1<565=VABL @5AC@AV2 =0 7@07>: =54>AB0B=L>3> >1AO3C ?0< OBV. 5:><5=4>20=> ?5@570?CAB8B8 0;3>@8B< V7 1V;LH8< >1AO3>< 4>ABC?=8E @5AC@AV2. � ;3>@8B<C G0A>2>3> @O4C =5 240;>AO 284V;8B8 ?0< OBL, ?>B@V1=C 4;O >1@>1;5==O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " . 5:><5=4>20=> 71V;LH8B8 >1AO3 4>ABC?=>W ?0< OBV B0 ?5@570?CAB8B8 0;3>@8B<. � !B@C:BC@C 01> <>45;L 718@0==O 40=8E " % { n a m e / } " =0 >A=>2V :C10 O L A P =5 <>6=0 >1@>18B8 70 4>?><>3>N ?V4?@>3@0<=>3> 72 O7C20==O ( =0 7@07>: V=AB@C:FVW I N S E R T I N T O G8 ?>A;V4>2=>ABV D T S ) j #:070=5 7=0G5==O M I N _ S E R I E S _ V A L U E 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " ?5@528IC20;> M A X _ S E R I E S _ V A L U E . = 02G0==O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " C65 7025@H5=>. .!B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " O L A P <>65 <0B8 ;8H5 7=0G5==O " <VAB" , CAB0=>2;5=5 4;O 48A:@5B=8E B8?V2 ( 7=0G5==O " 8A:@5B87>20=89" , " 8A:@5B=89" 01> " ;NG" ) , >A:V;L:8 2V= ?>2 O70=89 V7 48A:@5B87>20=8< 0B@81CB>< 465@5;0 ( " % { a t t r i b u t e / } " C 28<V@V :C10 " % { c u b e d i m e n s i o n / } " ) . 0@0<5B@8 48A:@5B870FVW ( D i s c r e t i z a t i o n M e t h o d V 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 ) AB>2?FO " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " O L A P ?>28==V 2V4?>2V40B8 ?0@0<5B@0< 48A:@5B87>20=>3> 0B@81CB0 465@5;0 ( " % { a t t r i b u t e / } " C 28<V@V :C10 " % { c u b e d i m e n s i o n / } " ) . ^ # <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " 0;3>@8B< =5 4>?CA:0T ?5@5410GC20=>ABV AB>2?FO B01;8FV. D >45;L 718@0==O 40=8E " % { m o d e l / } " =5 <0T :;NG>2>3> AB>2?FO 20@V0=B0. � 5:;NG>289 AB>2?5FL C <>45;V G0A>2>3> @O4C " % { m o d e l n a m e / } " <0T B8? 40=8E 40B8/ G0AC/ ?>7=0G:8 G0AC. &5 =5 4>72>;5=>. 5:><5=4>20=> <>45;N20B8 AB>2?5FL O: G8A;>289. [ >ABC?=> 70<0;> 20@V0=BV2 4;O =02G0==O <>45;V 718@0==O 40=8E G0A>2>3> @O4C " % { m o d e l n a m e / } " . � 02G0==O AB@C:BC@8 718@0==O 40=8E " % { n a m e / } " C65 7025@H5=>, V 2>=0 =5 ?V4B@8<CT V=:@5<5=B=V >=>2;5==O. 5@H =V6 28:>@8AB>2C20B8 V=AB@C:FVN I N S E R T I N T O , 28:>@8AB09B5 D E L E T E F R O M < o b j e c t > . � "8? 2<VABC AB>2?FO " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " <>6=0 28:>@8AB>2C20B8 ;8H5 4;O :;0A8DV:0FVW V=H8E AB>2?FV2. @>B5 4;O FL>3> AB>2?FO =5 7=0945=> 6>4=>3> ?>A8;0==O =0 :;0A8DV:>20=89 AB>2?5FL. � 0@0<5B@ M A X I M U M _ C O N T I N U O U S _ I N P U T _ A T T R I B U T E S 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 M A X I M U M _ C O N T I N U O U S _ I N P U T _ A T T R I B U T E S <0T 1CB8 1V;LH5 0 B0 <5=H5 " % d { M a x / } " . < !B@C:BC@0 " % { N a m e / } " , =0 O:C 2:07CT ?>A8;0==O, =5 >1@>1;5=0. ` >45;L 718@0==O 40=8E " % { m o d e l / } " <VAB8BL DC=:FVW, O:V =5 ?V4B@8<CNBLAO C A?5F8DV:0FVW P M M L 2 . 1 . � !B>2?5FL " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " O L A P =5 <>65 1CB8 ?@82 O70=8< 4> 10BL:V2AL:>3> 0B@81CB0 2 10BL:V2AL:>- 4>GV@=L><C 28<V@V ( " % { a t t r i b u t e / } " C 28<V@V :C10 " % { c u b e d i m e n s i o n / } " ) . � 87=0G5=C :>@8ABC20G5< DC=:FVN ( U D F ) C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } =5 <>6=0 28:>@8AB>2C20B8 O: 465@5;> 40=8E 4;O ?>B>G=>W 70O28. g ><8;:0 ?V4 G0A 28:>=0==O :><0=48 I M P O R T : :><0=40 I M P O R T 28<:=CB0 4;O ;>:0;L=8E <>45;59 718@0==O 40=8E. � "8? 40=8E, C:070=89 4;O AB>2?FO " % { c o l u m n / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " O L A P =5AC<VA=89 7 0B@81CB>< 465@5;0 ( " % { a t t r i b u t e / } " C 28<V@V :C10 " % { c u b e d i m e n s i o n / } " ) . w 0@0<5B@ A C Y C L I C _ G R A P H 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. #AB0=>2VBL 4;O =L>3> 7=0G5==O " AB8=0" 01> " %81=VABL" . =0G5==O ?>A;V4>2=>ABV :;NGV2 ?>2B>@NNBLAO C 20@V0=BV 22>4C 4;O <>45;V " % { m o d e l n a m e / } " . 5>4=>7=0G=V 20@V0=B8 <>6CBL ?@8725AB8 4> =54>AB>2V@=8E @57C;LB0BV2. #AC=LB5 =5>4=>7=0G=VABL 40=8E ( @5:><5=4>20=>) 01> 71V;LHB5 ?0@0<5B@ A5@25@0 E r r o r L o g K e y E r r o r L i m i t . � V;L:0 AB>2?FV2 G0AC :;NG0 7=0945=> C AB@C:BC@V 718@0==O 40=8E 4;O <>45;V A5@V9 G0AC " % { m o d e l n a m e / } " . !B@C:BC@0 718@0==O 40=8E, I> <VAB8BL <>45;L A5@V9 G0AC <>65 <0B8 ;8H5 >48= AB>2?5FL " '0A :;NG0" . � V4 G0A 28:>@8AB0==O 70O28 I N S E R T I N T O 4;O =02G0==O AB@C:BC@V 718@0==O 40=8E " % { s t r u c t u r e / } " A:0;O@=89 AB>2?5FL " % { c o l u m n / } " 1C2 ?>2 O70=89 7V AB>2?F5< @>74V;C C 2EV4=><C =01>@V @O4:V2. $B@81CB 465@5;0 AB@C:BC@8 718@0==O 40=8E O L A P , 2V4<V==>W 2V4 :;NG0, <0T 1CB8 ?>2 O70=89 7 0B@81CB>< 465@5;0 AB>2?FO :;NG0 70 4>?><>3>N ?0@0<5B@0 A t t r i b u t e R e l a t i o n s h i p s . ;O AB>2?FO " % { s t r u c t u r e C o l / } " AB@C:BC@8 718@0==O 40=8E " % { s t r u c t u r e / } " O L A P =5 VA=CT 6>4=>3> ?@O<>3> G8 =5?@O<>3> 72 O7:C. � 0O20 D M X , I N S E R T I N T O < m i n i n g o b j e c t > . C O L U M N _ V A L U E S , =5 ?V4B@8<CTBLAO, >A:V;L:8 AB@C:BC@0 718@0==O 40=8E " % { s t r u c t u r e / } " <0T >48= 01> :V;L:0 48A:@5B87>20=8E AB>2?FV2. � 0@0<5B@ A U T O _ D E T E C T _ P E R I O D I C I T Y 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 A U T O _ D E T E C T _ P E R I O D I C I T Y <0T 1CB8 G8A;>< C 4V0?07>=V 2V4 0 , 0 4> 1 , 0 � 02G0;L=89 =01V@ 70<0;89 4;O <>45;V 718@0==O 40=8E " % { m o d e l n a m e / } " . V;L:VABL =02G0;L=8E 20@V0=BV2 =5 <0T 1CB8 <5=H>N, =V6 <0:A8<0;L=5 7=0G5==O ?0@0<5B@0 ( C L U S T E R _ C O U N T , M I N I M U M _ S U P P O R T ) . L >45;L 718@0==O 40=8E " % { m o d e l / } " <0T :V;L:0 AB>2?FV2 :;NG0 =0 >4=><C @V2=V. F 5 240;>AO 70AB>AC20B8 ?0@0<5B@ " % { o p t i o n / } " 4> <>45;V 718@0==O 40=8E. PAI 5 240;>AO 70AB>AC20B8 ?0@0<5B@ " % { o p t i o n / } " 4> AB@C:BC@8 718@0==O 40=8E. < 0@0<5B@ " % { o p t i o n / } " =5 <>6=0 2:07C20B8 1V;LH5 >4=>3> @07C. � =0G5==O 4;O ?0@0<5B@0 H o l d o u t M a x P e r c e n t : " % d { h o l d o u t m a x p e r c e n t / } " =5?@8?CAB8<5. =0G5==O <0NBL ?5@51C20B8 2 4V0?07>=V " % d { m i n p e r c e n t / } " B0 " % d { m a x p e r c e n t / } " . o =0G5==O 4;O ?0@0<5B@0 H o l d o u t M a x C a s e s : " % d { h o l d o u t m a x c a s e s / } " =5?@8?CAB8<5. =0G5==O <0T 1CB8 4>40B=8< G8A;><. � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> <>45;V 01> AB@C:BC@8 3;818==>3> 0=0;V7C 40=8E " % { s t r N a m e / } " , =0 O:C ?>A8;0NBLAO, G8 FL>3> >1 T:B0 =5 VA=CT. � GV:CTBLAO AB@C:BC@0 01> <>45;L 718@0==O 40=8E, 0;5 2 ?>B>G=><C :>=B5:ABV =5 7=0945=> 6>4=>W AB@C:BC@8 01> <>45;V 718@0==O 40=8E. e GV:CTBLAO <>45;L 718@0==O 40=8E, 0;5 2 ?>B>G=><C :>=B5:ABV =5 7=0945=> 6>4=>W <>45;V 718@0==O 40=8E. k GV:CTBLAO AB@C:BC@0 718@0==O 40=8E, 0;5 2 ?>B>G=><C :>=B5:ABV =5 7=0945=> 6>4=>W AB@C:BC@8 718@0==O 40=8E. \ V4BO3C20==O =5 <>6=0 28:>@8AB>2C20B8 C AB@C:BC@V 718@0==O 40=8E, O:0 <0T AB>2?5FL K E Y T I M E . v 5 240;>AO 7025@H8B8 >?5@0FVN, >A:V;L:8 B5AB>289 =01V@ =5 1C;> 287=0G5=> 4;O AB@C:BC@8 718@0==O 40=8E ( " % { s t r N a m e / } " ) . P !B0= " % { S t a t e / } " =5?@8?CAB8<89 4;O 0B@81CB0 " % { A t t r i b u t e / } " >1 T:B0 " % { m o d e l / } " . U #:070=0 AB@C:BC@0 718@0==O 40=8E =5 <VAB8BL ?@8?CAB8<C <>45;L 4;O ?>B>G=>3> 70240==O. � >B>G=5 70240==O 28<030T ?5@5410GC20=>3> 0B@81CB0. #:070=89 0B@81CB " % { A t t r i b u t e / } " <>45;V 718@0==O 40=8E " % { M o d e l / } " =5?5@5410GC20=89. � B@81CB " % { A t t r i b u t e / } " <>45;V 718@0==O 40=8E " % { M o d e l / } " <0T B8? 2<VABC " % { C o n t e n t / } " , O:89 =5 ?V4B@8<CTBLAO 2 ?>B>G=><C 70240==V. k =0G5==O ?>G0B:>2>3> G8A;0 2V4BO3C20==O " % d { h o l d o u t s e e d / } " =5?@8?CAB8<5. =0G5==O <0T 1CB8 4>40B=8< G8A;><. � 8H5 28@07, O:89 ?>25@B0T B01;8FN, 4>72>;OTBLAO O: ?0@0<5B@ DC=:FVW " A=CT" . # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } AB0;0AO ?><8;:0. � @548:0B DV;LB@0 <>45;V =5?@8?CAB8<89 C @O4:C ( @O4>: % d { L i n e / } AB>2?FO % d { C o l u m n / } ) . @548:0B DV;LB@0 ?>28=5= ?>@V2=N20B8 AB>2?5FL AB@C:BC@8 7V A:0;O@=8< 7=0G5==O<. � ;O ?0@0<5B@0 H o l d o u t M a x C a s e s C:070=> :V;L:0 7=0G5=L. #:06VBL >4=5 7=0G5==O C 283;O4V FV;>3> G8A;0 4;O ?0@0<5B@0 <0:A8<0;L=>W :V;L:>ABV V=F845=BV2. y ;O ?0@0<5B@0 H o l d o u t M a x P e r c e n t C:070=> :V;L:0 7=0G5=L. #:06VBL >4=5 4>235 7=0G5==O 4;O ?0@0<5B@0 <0:A8<0;L=>3> 2V4A>B:0. � @>3=>7 A5@V9 G0AC 4;O <>45;V " % { m o d e l n a m e / } " 4>40T =>2V 40=V, 0;5 G0A ?>G0B:C 4;O ?@>3=>7C20==O ?5@54CT ?>G0B:C =>28E 40=8E. AB>@8G=5 ?@>3=>7C20==O =5 <>6=0 28:>@8AB>2C20B8 4;O =>28E 40=8E. � 5 240;>AO 28:>=0B8 70?8B 4;O <>45;V " % { N a m e / } " , >A:V;L:8 FO 25@AVO A;C618 A n a l y s i s S e r v i c e s =5 ?V4B@8<CT ?@>3=>78, O:V 4>40NBL =>2V 40=V 4> <>45;V A5@V9 G0AC. � 0=V, ?>2 O70=V 7V 7=0G5==O< :;NG0 " % { n a m e / } " , =5 28:>@8AB>2C20;8AO ?V4 G0A =02G0==O, V G5@57 F5 7=0G5==O =5 T ?@8?CAB8<8< :;NG5<. � 0?8B P R E D I C T I O N J O I N 4;O <>45;V " % { N a m e / } " =5 ?V4B@8<CTBLAO, >A:V;L:8 VA=CNBL ?>A8;0==O =0 718@0==O B0 7=0G5==O, 2V4<V==V 2V4 718@0==O, C A?8A:C S E L E C T , @5G5==V W H E R E 01> O R D E R B Y . � =0G5==O C AB>2?FV :;NG0 2 70?8BV P R E D I C T I O N J O I N 4;O <>45;V " % { N a m e / } " 2V4ACB=T. >B@V1=5 7=0G5==O AB>2?FO :;NG0, O:I> <>45;L <VAB8BL :V;L:0 V45=B8DV:0B>@V2 V=F845=BV2. � ;O 70?8BC P R E D I C T I O N J O I N 4;O <>45;V " % { N a m e / } " :>6=89 @O4>: 22>4C ?>28=5= <VAB8B8 7=0G5==O, 2V4<V==5 2V4 n u l l , C AB>2?FV " '0A :;NG0" . } ;O 70?8BC P R E D I C T I O N J O I N 4;O <>45;V " % { N a m e / } " :>6=89 @O4>: 22>4C ?>28=5= <VAB8B8 C=V:0;L=5 7=0G5==O C AB>2?FV " '0A :;NG0" . � 5 240;>AO 28:>@8AB0B8 ?>7=0G:8 ?@>3=>7C20==O R E P L A C E _ M O D E L _ C A S E S B0 E X T E N D _ M O D E L _ C A S E S 4;O <>45;V " % { N a m e / } " , >A:V;L:8 70?8B =5 T 70?8B>< P R E D I C T I O N J O I N . � =0G5==O 4;O ?0@0<5B@0 I N S T A B I L I T Y _ C U T O F F _ W E I G H T C <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<5. &59 ?0@0<5B@ ?>28=5= <0B8 7=0G5==O 2 4V0?07>=V 2V4 0 4> 1 . � 0@0<5B@ F O R E C A S T _ M E T H O D 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O F O R E C A S T _ M E T H O D <0T 1CB8 >4=8< V7 B@L>E 7=0G5=L A R I M A , A R T X P 01> M I X E D . � $V;LB@ V=F845=BV2 4;O <>45;V 718@0==O 40=8E " % { m o d e l / } " =5?@8?CAB8<89. #:070=89 28@07 DV;LB@0 ?>25@B0T B0:C 70O2C D M X : " % { s t a t e m e n t / } " � $V;LB@ @O4:V2 4;O B01;8FV " % { t a b l e / } " <>45;V 718@0==O 40=8E " % { m o d e l / } " =5?@8?CAB8<89. #:070=89 28@07 DV;LB@0 ?>25@B0T B0:C 70O2C D M X : " % { s t a t e m e n t / } " Y # @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } 7=0945=> >?5@0B>@, O:89 =5 ?V4B@8<CTBLAO C DV;LB@V. PAx $V;LB@ <VAB8BL >?5@0B>@, O:89 =5 ?V4B@8<CTBLAO 4;O B8?C 2<VABC AB>2?FO >?5@0=40 ( C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } ) f 5 240;>AO 7<V=8B8 AB@C:BC@C 718@0==O 40=8E " % { s t r u c t u r e n a m e / } " , >A:V;L:8 ?V4 G0A >1@>1:8 AB02AO 71V9. i 8@07 " % { e x p r e s s i o n / } " <VAB8BL =5?@8?CAB8<5 7=0G5==O 01> A8=B0:A8A C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � $V;LB@ V=F845=BV2 =5?@8?CAB8<89, >A:V;L:8 AB>2?5FL, =0 O:89 C:07CT ?>A8;0==O " % { C o l u m n N a m e / } " , <0T B8? 2<VABC K E Y . 5<>6;82> DV;LB@C20B8 AB>2?5FL :;NG0. } =0G5==O 0B@81CB0 7=0E>48BLAO 70 <560<8 4V0?07>=C 7=0G5=L [ % { s t a r t / } , % { e n d / } ] . &5 =5 ?V4B@8<CTBLAO 0;3>@8B<>< 718@0==O 40=8E. q " % d { f o l d c o u n t / } " =5 T ?@8?CAB8<8< 7=0G5==O< 4;O ;VG8;L=8:0 :@0B=>ABV. =0G5==O ?>28==> 1CB8 1V;LH8< 01> @V2=8< 2 . � " % d { f o l d i n d e x / } " =5 T ?@8?CAB8<8< 7=0G5==O< 4;O V=45:AC :@0B=>ABV. =0G5==O <0T 1CB8 1V;LH8< 01> @V2=8< 1 , 0 B0:>6 <0T 1CB8 <5=H8< 01> @V2=8< ;VG8;L=8:C :@0B=>ABV. � " % d { f o l d m a x c a s e / } " =5 T ?@8?CAB8<8< 7=0G5==O< 4;O <0:A8<0;L=>W :V;L:>ABV V=F845=BV2. =0G5==O <0T 1CB8 =52V4 T<=8< FV;8< G8A;><. � >45;L " % s { m o d e l n a m e / } " =5?@8?CAB8<0 2 ?>B>G=><C 28:;8:C ?@>F54C@8, >A:V;L:8 <>45;L =5 =0;568BL 4> AB@C:BC@8 718@0==O 40=8E " % s { s t r u c t u r e / } " . � B@81CB " % s { a t t r i b u t e / } " =5?@8?CAB8<89 C ?>B>G=><C 28:;8:C ?@>F54C@8, >A:V;L:8 0B@81CB =5 T 0B@81CB>< P R E D I C T 01> P R E D I C T _ O N L Y 4;O <>45;V " % s { m o d e l n a m e / } " . \ 5 240;>AO 2:070B8 AB0= 0B@81CB0 C 28:;8:C ?@>F54C@8, >A:V;L:8 FV;L>289 0B@81CB =5@>7@82=89. o >45;L " % s { m o d e l n a m e / } " =5?@8?CAB8<0 2 ?>B>G=><C 28:;8:C ?@>F54C@8, >A:V;L:8 <>45;L =5 T <>45;;N :;0AB5@870FVW. k >45;L " % s { m o d e l n a m e / } " =5?@8?CAB8<0 2 ?>B>G=><C 28:;8:C ?@>F54C@8, >A:V;L:8 <>45;L 28:>@8AB>2CT 73>@B0==O. 8 &O 25@AVO ?@>F54C@8 =5 ?V4B@8<CT ?0@0<5B@ A?8A:C B5ABV2. � =0G5==O ?>@>3C AB0=C =5?@8?CAB8<5. =0G5==O <0T 1CB8 2V4 0 . 0 4> 1 . 0 . /:I> =5 1060TB5 2:07C20B8 ?>@V3 AB0=C, CAB0=>2VBL 4;O 7=0G5==O ?>:07=8: N U L L . c 5 240;>AO 28:>@8AB0B8 73>@B0==O 4;O <>45;V 718@0==O 40=8E, >A:V;L:8 2>=0 <0T AB>2?5FL " '0A :;NG0" . � 0O20 I N S E R T I N T O . . . " % s { n a m e / } " . C A S E S =5?@8?CAB8<0, O:I> 28:>@8AB>2CTBLAO 7 <>45;;N 718@0==O 40=8E. &N 70O2C <>6=0 28:>@8AB>2C20B8 ;8H5 7V AB@C:BC@>N 718@0==O 40=8E. c 0:A8<0;L=0 :V;L:VABL :@0B=>AB59, I> ?V4B@8<CTBLAO ?@>F54C@>N ?5@5E@5A=>W ?5@52V@:8, AB0=>28BL 2 5 5 . � V4 G0A 28:>@8AB0==O 7 >1 T:B>< A50=AC <0:A8<0;L=0 :V;L:VABL :@0B=>AB59, I> ?V4B@8<CTBLAO ?@>F54C@>N ?5@5E@5A=>W ?5@52V@:8, AB0=>28BL 1 0 . � V4 G0A 28:>@8AB0==O 7 >1 T:B>< A50=AC <0:A8<0;L=0 :V;L:VABL <>45;59, I> ?V4B@8<CTBLAO ?@>F54C@>N ?5@5E@5A=>W ?5@52V@:8, AB0=>28BL 1 0 . z =0G5==O 4;O ?>@>3C AB0=C =5?@8?CAB8<5. /:I> =5 2:070=> ?@8?CAB8<89 AB0=, 4;O 7=0G5==O ?>@>3C AB0=C ?>B@V1=> 2:070B8 N U L L . � >45;L " % s { m o d e l n a m e / } " =5?@8?CAB8<0 2 ?>B>G=><C 28:;8:C ?@>F54C@8, >A:V;L:8 <>45;L <0T AB>2?FV " '0A :;NG0" 01> " >A;V4>2=VABL :;NGV2" . } 0@0<5B@ N O R M A L I Z A T I O N 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. =0G5==O ?0@0<5B@0 N O R M A L I Z A T I O N <0T AB0=>28B8 01> 0 , 01> 1 . � 0@0<5B@ A U T O D E T E C T _ M I N I M U M _ S U P P O R T 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ A U T O D E T E C T _ M I N I M U M _ S U P P O R T <0T 1CB8 1V;LH8< 01> @V2=8< 0 B0 <5=H8< 01> @V2=8< 1 . P # 7040=><C =01>@V 40=8E =5 7=0945=> 6>4=>3> ?@8?CAB8<>3> :;0AB5@0 ?>A;V4>2=>ABV. � 0@0<5B@ C A S E L I K E L I H O O D _ N O R M A L I Z A T I O N _ M E T H O D 4;O <>45;V " % { m o d e l n a m e / } " =5?@8?CAB8<89. 0@0<5B@ C A S E L I K E L I H O O D _ N O R M A L I Z A T I O N _ M E T H O D <0T 1CB8 >4=8< V7 42>E 7=0G5=L" M A R G I N A L 01> D I S T A N C E . k 1 T:B AE5<8 718@0==O " % { a g g d e s i g n / } " <0T =C;L ?@81;87=8E @O4:V2; =5<>6;82> @>7@>18B8 6>4=C AE5<C 718@0==O. { B@81CB % { a t t r i b u t e / } 28<V@C % { d i m e n s i o n / } <0T =C;L>25 7=0G5==O. !5@25@C =5 240TBLAO @>7@>18B8 718@0==O 4;O FL>3> 0B@81CB0. � 8<V@ " % { d i m e n s i o n / } " =5 <0T 6>4=>3> 0B@81CB0 4;O AE5<8 718@0==O. !5@25@C =5 240TBLAO @>7@>18B8 718@0==O, :>;8 F59 0B@81CB 2V4ACB=V9. � 8<V@ " % { d i m e n s i o n / } " =5 <0T 40=8E, ?>2 O70=8E V7 @>74V;>< ( 2V= <0T B8? G8A;5==V 4> G8A;5==8E, 718@0==O 40=8E 01> ?>A8;0==O) . B@81CB " % { a t t r i b u t e / } " <0T 1CB8 =0AB@>T=89 =0 7=0G5==O 28:>@8AB0==O 718@0==O " 5<0T" 01> " 70 70<>2GC20==O<" . � ?5@0FVO AE5<8 718@0==O =0@07V 28:>=CTBLAO 4;O >1 T:B0 AE5<8 718@0==O " % { a g g d e s i g n / } " . 5 240;>AO 70AB>AC20B8 >?B8<V70FVN =0 >A=>2V 28:>@8AB0==O =0 FL><C 5B0?V. { 5?@8?CAB8<89 70?8B =0 >?B8<V70FVN =0 >A=>2V 28:>@8AB0==O " % { u b o / } " . @> 2V4?>2V4=89 D>@<0B 482. C 4>:C<5=B0FVW 4> ?@>3@0<. � 8<V@ " % { d i m e n s i o n / } " =5 <0T 40=8E, ?>2 O70=8E V7 @>74V;><. 8<V@>< T G8A;5==V 4> G8A;5==8E, 718@0==O 40=8E 01> 28<V@ ?>A8;0==O. # 28<V@V 4;O 28:>@8AB0==O 718@0==O 5;5<5=B0 " #AV" ?>B@V1=> 2AB0=>28B8 7=0G5==O " 5<0T" 01> " 70 70<>2GC20==O<" . � B@81CB " % { a t t r i b u t e / } " C 28<V@V " % { d i m e n s i o n / } " =5<>6;82> 7V1@0B8, V 4;O 28:>@8AB0==O 718@0==O ?>B@V1=> 2AB0=>28B8 7=0G5==O " >2=89" 01> " 70 70<>2GC20==O<" . { 1 T:B, C:070=89 C 70?8BV :;VT=B0, =5 T >1 T:B>< AE5<8 718@0==O. ;O FVTW :><0=48 4>72>;ONBLAO ;8H5 >1 T:B8 AE5<8 718@0==O. V4ACB=V9 V4ACB=V9 0O2=89 A=CT #AV >45;L :;0AB5@0 T r u e %81=VABL = =5 = > > = < < = B0 01> , - >
V4@V7>: y ( ) : >45;L A s s o c i a t i o n R u l e s ;0AB5@& O4>: ?5@5E>4C 4;O AB0=C ?>A;V4>2=>ABV! V25=L ?>A;V4>2=>ABV 4;O :;0AB5@0" >45;L :;0AB5@870FVW ?>A;V4>2=>ABV >45;L A5@V9 G0AC M i c r o s o f t L i n e a r R e g r e s s i o n T;3>@8B< M i c r o s o f t L i n e a r R e g r e s s i o n F5 0;3>@8B< @53@5AVW, O:89 4>1@5 ?@0FNT 4;O <>45;N20==O @53@5AVW. &59 0;3>@8B< T >A>1;82>N :>=DV3C@0FVTN 0;3>@8B<C M i c r o s o f t D e c i s i o n T r e e s , >B@8<0=>N 70 4>?><>3>N 2V4:;NG5==O @>74V;5==O ( CAO D>@<C;0 @53@5AVW AB2>@5=0 2 >4=><C :>@5=52><C 2C7;V) . ;3>@8B< ?V4B@8<CT ?@>3=>7C20==O =5@>7@82=8E 0B@81CBV2. M i c r o s o f t L o g i s t i c R e g r e s s i o n ,;3>@8B< M i c r o s o f t L o g i s t i c R e g r e s s i o n F5 0;3>@8B< @53@5AVW, O:89 4>1@5 ?@0FNT 4;O <>45;N20==O @53@5AVW. &59 0;3>@8B< T >A>1;82>N :>=DV3C@0FVTN 0;3>@8B<C M i c r o s o f t N e u r a l N e t w o r k , >B@8<0=>N 70 4>?><>3>N 28;CG5==O ?@8E>20=>3> H0@C. ;3>@8B< ?V4B@8<CT ?5@5410G5==O 48A:@5B=8E V =5@>7@82=8E 0B@81CBV2. V4@V7>:
5@V>48G=VABL A R M A V7=8FO A R I M A { } X V #:070=89 AB0= " % { S t a t e / } " =5 7=0945=> C AB>2?FV " % { C o l u m n N a m e / } " >1 T:B0 " % { O b j e c t / } " . ( =D>@<0FVO =54>ABC?=0 4;O FL>3> 28?CA:C. PA k 5 240;>AO AB2>@8B8 @>7?>4V;5==O ?0< OBV 4;O ;VG8;L=8:V2 <>=VB>@0 ?@>4C:B82=>ABV. VG8;L=8:8 1C45 28<:=CB>. l VG8;L=8:C <>=VB>@0 ?@>4C:B82=>ABV =5 240;>AO 2V4:@8B8 7VAB02;5=89 D09;, I> <VAB8BL 40=V ?@> ?@>4C:B82=VABL. V 5 240;>AO @>7?>4V;8B8 4> A?V;L=>3> D09;C ?0< OBV, I> <VAB8BL 40=V ?@> ?@>4C:B82=VABL. PAO 5 240;>AO 2V4:@8B8 :;NG " @>4C:B82=VABL" ?V4A8;N20G0 ?@>4C:B82=>ABV 2 @5TAB@V. u 5 240;>AO ?@>G8B0B8 7=0G5==O 70?8AC @5TAB@C " 5@H89 ;VG8;L=8:" =86G5 70?8AC @5TAB@C " @>4C:B82=VABL" 4;O 5:75<?;O@0. s 5 240;>AO ?@>G8B0B8 7=0G5==O 70?8AC @5TAB@C " 5@H0 4>?><>30" =86G5 70?8AC @5TAB@C " @>4C:B82=VABL" 4;O 5:75<?;O@0. w 5 240;>AO ?@>G8B0B8 7=0G5==O 70?8AC @5TAB@C " AB0==V9 ;VG8;L=8:" =86G5 70?8AC @5TAB@C " @>4C:B82=VABL" 4;O 5:75<?;O@0. � V0?07>= 4;O ;VG8;L=8:V2 C @5TAB@V =5 71V30TBLAO 7 >GV:C20=8< 4V0?07>=>< ;VG8;L=8:V2 4;O 5:75<?;O@0. 5@57020=B06B5 D09; V=VFV0;V70FVW <>=VB>@0 ?@>4C:B82=>ABV. M V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 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 . I V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 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 A V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 O p e n P r o c e s s T o k e n . D V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 G e t T o k e n I n f o r m a t i o n . K V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 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 . K V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 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 . B V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 C r e a t e F i l e M a p p i n g . > V4 G0A V=VFV0;V70FVW AB0;0AO ?><8;:0: 71V9 2V4 M a p V i e w O f F i l e . � @8<VB:0. !;C610 A n a l y s i s S e r v e r 715@53;0 2V4><>ABV ?@> A8AB5<C 157?5:8, C:070=V O: G0AB8=0 G0AB8=8 @O4:0 ?V4:;NG5==O 287=0G5==O >1 T:B0 D a t s o u r c e . PA [ >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>ABC?C 4> 1078 40=8E " % { s t r O b j e c t / } " , 01> WW =5 VA=CT. i >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C 7<V=N20B8 >1 T:B " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. m >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. k >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >1@>1:C >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. m >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 2840;5==O >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. ~ >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 AB2>@5==O =>2>3> >1 T:B0 2 >1 T:BV " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. { >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >B@8<0==O <5B040=8E 4;O >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. T 1> 4>72V; @>;V " % { s t r R o l e I D / } " 4;O FL>3> >1 T:B0 265 AB2>@5=>, 01> >1 T:B =5 VA=CT. g >;L " % { s t r R o l e I D / } " , =0 O:C ?>A8;0TBLAO 4>72V; " % { s t r P e r m I D / } " , =5 VA=CT 2 107V 40=8E " % { s t r D B N a m e / } " . � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 2V4=>2;5==O 1078 40=8E, 01> FO 1070 40=8E C65 VA=CT, 0 ?0@0<5B@ A l l o w O v e r w r i t e =5 287=0G5=>. � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 AB2>@5==O @575@2=>W :>?VW 1078 40=8E " % { s t r O b j e c t / } " , 01> FVTW 1078 40=8E =5 VA=CT. n >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >1 T4=0==O @>74V;C " % { s t r O b j e c t / } " , 01> FL>3> @>74V;C =5 VA=CT. � ;O 4>72>;C " % { s t r P e r m I D / } " 7@>1;5=> A?@>1C 7<V=8B8 7=0G5==O " % { s t r R o l e I D / } " V45=B8DV:0B>@0 R o l e I D =0 7=0G5==O " % { s t r N e w R o l e I D / } " . VA;O AB2>@5==O 4>72>;C 9>3> V45=B8DV:0B>@ R o l e I D =5 <>6=0 7<V=8B8. w >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C ?V4?8AC20B8AO =0 B@0AC20==O " % { s t r O b j e c t / } " , 01> FL>3> B@0AC20==O =5 VA=CT. y >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 72>@>B=5 70?8AC20==O 2 >1 T:B " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 A8=E@>=V70FVN >1 T:BV2 C 28EV4=><C 01> FV;L>2><C 5:75<?;O@V, G8 F8E >1 T:BV2 =5 VA=CT C 28EV4=><C 5:75<?;O@V. { >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >B@8<0==O <5B040=8E 4;O >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. o >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 45B0;V70FVN >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. d >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 G8B0==O 4;O 1078 40=8E, 01> FVTW 1078 40=8E =5 VA=CT. p >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 70?8AC20==O 2 >1 T:B " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. C >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >?5@0FVN A:0AC20==O. K >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 28:;8:0==O <5B>4C " 8O28B8" . l >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 ?5@53;O4 >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. + &59 5:75<?;O@ =5 4>72>;OT 0=>=V<=89 4>ABC?. m 0?8B0=89 @V25=L 70E8ABC =5 2V4?>2V40T >1>2 O7:>2><C @V2=N 70E8ABC 40=8E :>?VW 4;O 04<V=VAB@0B82=8E >?5@0FV9. � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> 465@5;0 40=8E AB@C:BC@8 3;818==>3> 0=0;V7C 40=8E " % { s t r S t r u c t u r e / } " , 01> FL>3> 465@5;0 40=8E =5 VA=CT. T 5 240;>AO AB2>@8B8 01> >1@>18B8 AB@C:BC@C 718@0==O 40=8E A50=AC " % { s t r S t r u c t u r e / } " . M 5 240;>AO AB2>@8B8 01> >1@>18B8 <>45;L 718@0==O 40=8E A50=AC " % { s t r M o d e l / } " . D >45;L 718@0==O 40=8E A50=AC ?>B@V1=> AB2>@8B8 2 =0O2=V9 107V 40=8E. � 0@0<5B@ I m p e r s o n a t i o n I n f o 4;O 465@5;0 40=8E " % { D a t a s o u r c e / } " <VAB8BL 7=0G5==O I m p e r s o n a t i o n M o d e , O:5 <>65 28:>@8AB>2C20B8 ;8H5 04<V=VAB@0B>@ A5@25@0. � 65@5;> 40=8E C ?>B>G=><C =01>@V 70:@8B8E ?@82 O7>: " % { D a t a s o u r c e / } " <VAB8BL 7=0G5==O I m p e r s o n a t i o n M o d e , O:5 =5 <>65 28:>@8AB>2C20B8 =5A?V22V4=>A=5 465@5;> 40=8E. k 65@5;> 40=8E " % { D a t a s o u r c e / } " <VAB8BL 7=0G5==O I m p e r s o n a t i o n M o d e , O:5 =5 ?V4B@8<CTBLAO >?5@0FVO<8 >1@>1:8. r >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >G8I5==O :5HV2 >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. D >B>G=0 >?5@0FVO =5 4>72>;OTBLAO 4;O >1<565=>3> ?V4:;NG5==O :;VT=B0. � >72V; =0 70?8AC20==O ( " >72>;OTBLAO" ) =5 <>6=0 2AB0=>28B8, O:I> 4;O ?0@0<5B@0 " '8B0==O" =5 2AB0=>2;5=> 7=0G5==O " >72>;OTBLAO" . n >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 1;>:C20==O >1 T:B0 " % { s t r O b j e c t / } " , 01> FL>3> >1 T:B0 =5 VA=CT. ^ 8H5 04<V=VAB@0B>@0< A5@25@0 4>72>;OTBLAO >B@8<C20B8 4>ABC? 4> :@8?B>3@0DVG=>3> :;NG0 A5@25@0. � #:070=0 2;0AB82VABL E f f e c t i v e U s e r N a m e " % { u s e r / } " =5 O2;OT A>1>N ?@8?CAB8<>3> :>@8ABC20G0, 3@C?C, ?A524>=V< 01> >1;V:>289 70?8A :><? NB5@0a B@81CB " % { a t t r i b u t e / } " C 28<V@V " % { d i m e n s i o n / } " <0T AB2>@5=89 28@07 157?5:8, O:89 =5?@8?CAB8<89. PA� 0BL:V2AL:>- 4>GV@=V9 28<V@ " % { d i m e n s i o n / } " <0T A8AB5<C 157?5:8 28<V@C, 287=0G5=C 2 0B@81CBV :;NG0, O:89 =5 4>72>;5=89. >6=0 B0:>6 287=0G8B8 5:2V20;5=B=C A8AB5<C 157?5:8 28<V@C 2 10BL:V2AL:><C 0B@81CBV. Q 0?8B0=89 @V25=L 70E8ABC =5 2V4?>2V40T >1>2 O7:>2><C @V2=N 70E8ABC 40=8E A5@25@0. 0 >72V;, =5>1EV4=89 4;O FVTW >?5@0FVW, =5 =040=>. � 070 40=8E " % { D a t a b a s e / } " =5 <VAB8BL 6>4=>3> @568<C " #>A>1;5==O" 01> I m p e r s o n a t i o n M o d e , O:89 =5 ?V4B@8<CTBLAO 4;O >1@>1:8 >?5@0FV9. j 070 40=8E " % { D a t a b a s e / } " <VAB8BL @568< I m p e r s o n a t i o n M o d e , O:89 70@575@2>20=> 4;O 04<V=VAB@0B>@V2 A5@25@0. c ;0AB82>ABV 70?8BC U s e T r a n s a c t i o n V M a s t e r T r a n s a c t i o n 70@575@2>20=V 4;O 04<V=VAB@0B>@V2 1078 40=8E. - 0?8B0=89 @568< 02B5=B8DV:0FVW =5 4>72>;5=89. t 65@5;> 40=8E " % { D a t a s o u r c e / } " <VAB8BL @568< I m p e r s o n a t i o n M o d e , O:89 =5 ?V4B@8<CTBLAO 4;O >?5@0FV9 ?V4:;NG5==O X M L A . � 0B@81CB0 " % { a t t r i b u t e / } " 28<V@C :C10 " % { d i m e n s i o n / } " 2V4:;NG5=0 VT@0@EVO 0B@81CBV2, ?@8 FL><C 2AB0=>2;5=> =5B@82V0;L=C A8AB5<C 157?5:8 28<V@C ( 287=0G5=> >4=C 7 4>72>;5=8E 01> 701>@>=5=8E A8AB5<) , I> T =54>72>;5=>N A8BC0FVTN. � 0B@81CB0 " % { a t t r i b u t e / } " 28<V@C 1078 40=8E " % { d i m e n s i o n / } " 2V4:;NG5=0 VT@0@EVO 0B@81CBV2, ?@8 FL><C 2AB0=>2;5=> =5B@82V0;L=C A8AB5<C 157?5:8 28<V@C ( 287=0G5=> >4=C 7 4>72>;5=8E 01> 701>@>=5=8E A8AB5<) , I> T =54>72>;5=>N A8BC0FVTN. ><8;:0 02B5=B8DV:0FVW. � >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 45B0;V70FVN 10BL:V2AL:>W AB@C:BC@8 4;O <>45;V 3;818==>3> 0=0;V7C 40=8E " % { s t r O b j e c t / } " . M V4 G0A 02B5=B8DV:0FVW 70?8B8 =5 4>72>;ONBLAO. V4:;NG5==O ?@8<CA>2> 70:@8B>. M V4 G0A 02B5=B8DV:0FVW A50=A8 =5 4>72>;ONBLAO. V4:;NG5==O ?@8<CA>2> 70:@8B>. G 1;V:>2V 40=V :>@8ABC20G0 =5 71V30NBLAO. V4:;NG5==O ?@8<CA>2> 70:@8B>. � >=B5:AB 157?5:8 ?V4:;NG5==O =5 71V30TBLAO 7 :>=B5:AB>< 157?5:8 A50=AC. !B2>@VBL =>25 ?V4:;NG5==O B0 ?>2B>@=> 70?CABVBL 02B5=B8DV:0FVN. PA< 0@0<5B@ S e t A u t h C o n t e x t ?>B@V1=> 70?CAB8B8 7 @>;;N s y s a d m i n . , 0@:5@ :>@8ABC20G0 S h a r e P o i n t =5?@8?CAB8<89. 4 # 20A =5<0T 4>72>;C =0 28:>=0==O 70?8B0=>W >?5@0FVW. _ 5 240;>AO 28:>=0B8 :><0=4C, >A:V;L:8 W9 =5 240;>AL C>A>18B8 V45=B8DV:0FVN :>@8ABC20G0 W i n d o w s . p 65@5;> 40=8E " % { D a t a s o u r c e / } " <VAB8BL 7=0G5==O I m p e r s o n a t i o n M o d e , O:5 =5 ?V4B@8<CTBLAO 4;O >?5@0FV9 >1@>1;5==O. L 1 T:B8 A50=AC =5 4>72>;OTBLAO 28:>@8AB>2C20B8 2 >?5@0FVOE >1@>1:8 :>=25T@0. I 5 240;>AO AB2>@8B8 >1 T:B 45A:@8?B>@0 A8AB5<8 157?5:8 4;O 2:070=>W @>;V. K 5 240;>AO AB2>@8B8 2:070=C @>;L, >A:V;L:8 2>=0 <VAB8BL 701030B> 5;5<5=BV2. � 1 T:B D a t a S o u r c e P e r m i s s i o n =5 ?V4B@8<CTBLAO 4;O 107 40=8E 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 , O:V 70?CI5=V =0 5:75<?;O@V A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB><C 2 B01;8G=><C @568<V. � 1 T:B C u b e D i m e n s i o n P e r m i s s i o n =5 ?V4B@8<CTBLAO 4;O 107 40=8E 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 , O:V 70?CI5=V =0 5:75<?;O@V A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB><C 2 B01;8G=><C @568<V. � 1 T:B A t t r i b u t e P e r m i s s i o n =5 ?V4B@8<CTBLAO 4;O 107 40=8E 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 , O:V 70?CI5=V =0 5:75<?;O@V A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB><C 2 B01;8G=><C @568<V. � 1 T:B C e l l P e r m i s s i o n o b j e c t =5 ?V4B@8<CTBLAO 4;O 107 40=8E 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 , O:V 70?CI5=V =0 5:75<?;O@V A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB><C 2 B01;8G=><C @568<V. � 1 T:B8 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 V M i n i n g M o d e l P e r m i s s i o n =5 ?V4B@8<CNBLAO 4;O 107 40=8E 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 , O:V 70?CI5=V =0 5:75<?;O@V A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB><C 2 B01;8G=><C @568<V. ; !8AB5<0 157?5:8 @V2=O @O4:0 =5 ?V4B@8<CTBLAO 2 @568<V O L A P . � >ABC? 4;O G8B0==O =0 28<V@V <0T 1CB8 4>72>;5=89 4;O 107 40=8E 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 , 70?CI5=8E =0 5:75<?;O@V A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB><C 2 B01;8G=><C @568<V. D "01;8G=V 70?8B8 =5 ?V4B@8<CNBLAO V7 A8AB5<>N 157?5:8 =0 @V2=V @O4:0. X !8AB5<0 157?5:8 =0 @V2=V @O4:0 =5 ?V4B@8<CTBLAO 2 107V 40=8E V7 2;0AB82VABN D i r e c t Q u e r y . x >72>;8 28<V@C =5 ?V4B@8<CNBLAO 4;O 5:75<?;O@V2 A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB8E 2 V=B53@>20=><C @568<V S h a r e P o i n t . v >72>;8 :C10 =5 ?V4B@8<CNBLAO 4;O 5:75<?;O@V2 A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB8E 2 V=B53@>20=><C @568<V S h a r e P o i n t . >72>;8 465@5;0 40=8E =5 ?V4B@8<CNBLAO 4;O 5:75<?;O@V2 A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB8E 2 V=B53@>20=><C @568<V S h a r e P o i n t . � 1 T:B8 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 V M i n i n g M o d e l P e r m i s s i o n =5 ?V4B@8<CNBLAO 4;O 5:75<?;O@V2 A;C618 A n a l y s i s S e r v i c e s , @>73>@=CB8E 2 V=B53@>20=><C @568<V S h a r e P o i n t . � ?5@0FVO D I S C O V E R ?V4B@8<CTBLAO ;8H5 4;O 1078 40=8E B01;8G=>W <>45;V, 4;O O:>W =0O2=V 04<V=VAB@0B82=V 4>72>;8. 1> ?>B>G=0 1070 40=8E =5 B01;8G=0, 01> C 20A 2V4ACB=V 04<V=VAB@0B82=V 4>72>;8. � 5 240;>AO 28:>=0B8 2EV4, >A:V;L:8 =0 20H><C :><? 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I ><0=4C D B C C <>6CBL 70?CA:0B8 ;8H5 04<V=VAB@0B>@8 1078 40=8E 01> A5@25@0. f V4 G0A ?5@52V@:8 =0O2=>ABV 2 7040=><C :>=B5:ABV ?V4:;NG5==O >1 T:B " % { s t r O b j e c t N a m e / } " =5 701;>:>20=>U >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 7<V=5==O 1078 40=8E " % { s t r D a t a b a s e / } " . q >@8ABC20G52V " % { p i i _ s t r U s e r / } " ?>B@V15= AB0BCA 04<V=VAB@0B>@0, I>1 G8B0B8 <5B040=V 1078 40=8E " % { s t r D a t a b a s e / } " . V >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 >=>2;5==O 1078 40=8E " % { s t r D a t a b a s e / } " . 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( 0?8B A:0A>20=>, 1> ?V4:;NG5==O 70:@8B>. A 0?8B A:0A>20=>, >A:V;L:8 AB0= 70?8BC =5>GV:C20=89 4;O 28:>=0==O. H !50=A A:0A>20=>, >A:V;L:8 9>3> ?V4:;NG5=> 4> 1078 40=8E, I> 28;CG0TBLAO. � 0?8B A:0A>20=>, >A:V;L:8 =5 240;>AO AB2>@8B8 01> ?>AB028B8 2 G5@3C 70?8B :;VT=B0. &5 <>3;> AB0B8AO G5@57 1@0: ?0< OBV =0 A5@25@V. 1 5@5@820==O B@0=70:FVW A50=AC % d { T a r g e t S e s s i o n / } . PA # '0A >GV:C20==O >?5@0FVW 1;>:C20==O. G "@0=70:FVN A:0A>20=> ?V4 G0A A?@>18 >B@8<0B8 ?@8=09<=V >4=5 1;>:C20==O. < 4V9A=5=> A?@>1C @>71;>:C20B8 >1 T:B, O:89 C65 @>71;>:>20=>. 0 1 T:B C:070=>3> 48A?5BG5@0 1;>:C20==O =5 VA=CT. A ?5@0FVO 1;>:C20==O 7025@H8;0AO =5240;> G5@57 270T<=5 1;>:C20==O. - 45=B8DV:0B>@ C:070=>3> 1;>:C20==O 265 VA=CT. " 0?8B 28<030T 0:B82=>W B@0=70:FVW. B ><8;:0 >?5@0FVW 1;>:C20==O G5@57 7025;8:C :V;L:VABL 7<V= >1 T:B0. 575@2=5 :>?VN20==O 70?CI5=>. 575@2=5 :>?VN20==O 7025@H5=>. ><8;:0 @575@2=>3> :>?VN20==O. V4=>2;5==O 70?CI5=>. 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PA < ;8BBO D09;C B@0=70:FVW " % 1 " 7 D09;>< >A=>2=>W :0@B8 25@AV9. o 1 T:B, C:070=89 C 70?8BV :;VT=B0, =5 T >1 T:B>< 1078 40=8E. ;VT=B <>65 A8=E@>=V7C20B8 ;8H5 >1 T:B 1078 40=8E. y 1 T:B, C:070=89 C 70?8BV :;VT=B0, =5 T >1 T:B>< 1078 40=8E. ;VT=B <>65 AB2>@8B8 @575@2=C :>?VN ;8H5 >1 T:B0 1078 40=8E. � 5 240;>AO 2V4=>28B8 >1 T:B " % { o b j e c t n a m e / } " , >A:V;L:8 >1 T:B C65 VA=CT. #AB0=>2VBL 4;O ?0@0<5B@0 A l l o w O v e r w r i t e 7=0G5==O " AB8=0" , I>1 ?5@570?8A0B8 >1 T:B. � $09; @575@2=>W :>?VW " % { f i l e n a m e / } " C65 VA=CT. #:06VBL V=H5 V< O D09;C, 2840;VBL =0O2=89 D09; @575@2=>W :>?VW 01> 2AB0=>2VBL 4;O ?0@0<5B@0 A l l o w O v e r w r i t e 7=0G5==O " AB8=0" , 0 ?>BV< ?>2B>@VBL >?5@0FVN. o 5 240;>AO AB2>@8B8 @575@2=C :>?VN >1 T:B0 <5B040=8E 7 V45=B8DV:0B>@>< " % { o b j e c t i d / } " , V<5=5< " % { o b j e c t n a m e / } " . � # D09;V @575@2=>W :>?VW =5 7=0945=> >1 T:B 7 V45=B8DV:0B>@>< " % { o b j e c t i d / } " , V<5=5< " % { o b j e c t n a m e / } " , V 9>3> =5<>6;82> 2V4=>28B8. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, 21C4>20=89 6C@=0; <5B040=8E =5?@028;L=89. � 1 T:B 7 V<5=5< " % { o b j e c t n a m e / } " C65 VA=CT 2 5:75<?;O@V. ( >7=0G:0 A l l o w O v e r w r i t e 70AB>A>2CTBLAO ;8H5 4> V45=B8DV:0B>@0 >1 T:B0 " % { o b j e c t i d / } " , 0 =5 4> 9>3> V<5=V. ) c !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW: =5 240;>AO A8=E@>=V7C20B8 >1 T:B8 =0 B><C A0<><C 5:75<?;O@V. � !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW: =5 240;>AO A8=E@>=V7C20B8 >1 T:B8 =0 5:75<?;O@0E 7 V=H8<8 ?0@0<5B@0<8 @568<C 715@565==O D09;C, 7>:@5<0 ?0@0<5B@0<8 1V=0@=>3> X M L V AB8A=5==O. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, 21C4>20=89 6C@=0; 2V4ACB=V9. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, 21C4>20=V <5B040=V =5?@028;L=V. � !B0;0AO ?><8;:0 ?V4 G0A @575@2=>3> :>?VN20==O: =54>AB0B=L> 2V;L=>3> 48A:>2>3> ?@>AB>@C =0 48A:C " % { d r i v e / } " 4;O AB2>@5==O D09;C @575@2=>W :>?VW. Y !B0;0AO ?><8;:0 ?V4 G0A 2V4=>2;5==O: :><0=40 " V4=>28B8" 2V4:;NG5=0 4;O >D;09=>28E :C1V2. _ !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW: :><0=40 " !8=E@>=V7C20B8" 2V4:;NG5=0 4;O ;>:0;L=8E :C1V2. PA� !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW: =5 240;>AO 28:>=0B8 :><0=4C " !8=E@>=V7C20B8" , :>;8 ?CAB89 A?8A>: D09;V2 A8=E@>=V70FVW ( ?5@H89 5B0? 2V4ACB=V9) . b !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW: :><0=40 " !8=E@>=V7C20B8" =0<030TBLAO ?>2B>@8B8 ?5@H89 5B0?. � !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW: :;VT=B =0<030TBLAO >B@8<0B8 4>ABC? 4> D09;C " % { f i l e / } " , =5 2:;NG5=>3> 4> A?8A:C D09;V2 A8=E@>=V70FVW. = V4 G0A A8=E@>=V70FVW 28O2;5=> =5>GV:C20=C :><0=4C 01> 2C7>;. @ V4 G0A A8=E@>=V70FVW 1078 40=8E " % { D a t a b a s e / } " AB0;0AO ?><8;:0. � !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW 1078 40=8E " % { D a t a b a s e / } " : 5:75<?;O@ 465@5;0 B0 ?C=:B ?@87=0G5==O ?>28==V <0B8 >4=0:>25 7=0G5==O 4;O 2;0AB82>ABV S u p p o r t E n c r y p t e d C o n n e c t i o n S t r i n g . V 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V G5@57 =52V4?>2V4=VABL 25@AV9. 6 >7H8@5==O< D09;C @575@2=>W :>?VW <>65 1CB8 ;8H5 . A B F . � !B0;0AO ?><8;:0 ?V4 G0A A8=E@>=V70FVW. 5B040=V A8=E@>=V70FVW L O G ?>H:>465=>, =5 240;>AO 7=09B8 B0/ 01> >1@>18B8 2C7>; " % { n o d e / } " D09;C " % { f i l e / } " . � V4=>2;5=0 01> A8=E@>=V7>20=0 1070 40=8E " % { d a t a b a s e / } " <0T 265 VA=C20B8 =0 FV;L>2><C :><? NB5@V B0 <VAB8B8 >A=>2=5 465@5;> 40=8E, I> 2:07CT =0 >A=>2=C 107C 40=8E. u 18420: 2V4=>2;5=V ( 01> A8=E@>=V7>20=V) V =>2V 1078 40=8E ?>28==V <0B8 >4=0:>289 3>;>2=89 V45=B8DV:0B>@ d a t a s o u r c e I d . � 45=B8DV:0B>@ D a t a s o u r c e I d " % { d a t a s o u r c e i d / } " , C:070=89 C :><0=4V " !8=E@>=V7C20B8" , =5 VA=CT 2 A8=E@>=V7>20=><C 465@5;V 40=8E. #:06VBL ?@028;L=5 465@5;> 40=8E V ?>2B>@VBL :><0=4C. � !B0;0AO ?><8;:0 ?V4 G0A 2V4=>2;5==O 1078 40=8E " % { D a t a b a s e / } " : D09; @575@2=>W :>?VW AB2>@5=> =0 A5@25@V 7 V=H8< 7=0G5==O< 4;O 2;0AB82>ABV S u p p o r t E n c r y p t e d C o n n e c t i o n S t r i n g . o V4=>2;5==O ?V4 V=H8< V<5=5< D a t a b a s e I d / D a t a b a s e N a m e =5<>6;82> 7@>18B8 4;O 1078 40=8E V7 2V440;5=8<8 @>74V;0<8. [ ><0=40 " V4=>28B8" <>65 <VAB8B8 ;8H5 V45=B8DV:0B>@ D a t a b a s e I d @07>< 7 V<5=5< D a t a b a s e N a m e . � ><8;:0 2V4=>2;5==O. $09; @575@2=>W :>?VW 1C;> AB2>@5=> =0 A5@25@V 7 E n a b l e B i n a r y X M L = % d { B L S e t / } , V ?>B>G=89 A5@25@ ?@0FNT 7 E n a b l e B i n a r y X M L = % d { C S S e t / } . PA� ><8;:0 2V4=>2;5==O. $09; @575@2=>W :>?VW 1C;> AB2>@5=> =0 A5@25@V 7 E n a b l e C o m p r e s s i o n = % d { B L S e t / } , V ?>B>G=89 A5@25@ ?@0FNT 7 E n a b l e C o m p r e s s i o n = % d { C S S e t / } . � ><8;:0 A8=E@>=V70FVW. !8=E@>=V70FVO V7 A5@25@0 7 E n a b l e B i n a r y X M L = % d { B L S e t / } , V ?>B>G=89 A5@25@ ?@0FNT 7 E n a b l e B i n a r y X M L = % d { C S S e t / } . � ><8;:0 A8=E@>=V70FVW. !8=E@>=V70FVO V7 A5@25@0 7 E n a b l e C o m p r e s s i o n = % d { B L S e t / } , V ?>B>G=89 A5@25@ ?@0FNT 7 E n a b l e C o m p r e s s i o n = % d { C S S e t / } . � ><8;:0 2V4=>2;5==O. $09; @575@2=>W :>?VW 1C;> AB2>@5=> =0 A5@25@V 7 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 / } , V ?>B>G=89 A5@25@ ?@0FNT 7 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;:0 A8=E@>=V70FVW. !8=E@>=V70FVO V7 A5@25@0 7 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 / } , V ?>B>G=89 A5@25@ ?@0FNT 7 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 / } . � 1 T:B V7 B8< A0<8< V45=B8DV:0B>@>< " % { o b j e c t I d / } " , 0;5 V=H8< V<5=5< " % { o b j e c t n a m e / } " C65 VA=CT =0 5:75<?;O@V. ( >7=0G:0 A l l o w O v e r w r i t e 70AB>A>2CTBLAO ;8H5 4> V45=B8DV:0B>@0 >1 T:B0, 0 =5 4> 9>3> V<5=V. ) � 5 240;>AO 28:>=0B8 :><0=48 " !B2>@8B8 @575@2=C :>?VN" , " V4=>28B8" 01> " !8=E@>=V7C20B8" C B@0=70:FVW, V=VFV9>20=V9 :>@8ABC20G5<, 01> 2 ?0:5BV B@0=70:FVW. z V4=>2;5==O ?V4 V=H8< V<5=5< D a t a b a s e I d / D a t a b a s e N a m e =5<>6;82> 7@>18B8 4;O 1078 40=8E V7 @>74V;0<8 7 ?52=8< @>7B0HC20==O<. � V445@52> @>7B0HC20==O :><0=48 " V4=>28B8" , I> 28:>@8AB>2CTBLAO 4;O 2V4=>2;5==O 2V440;5=>3> @>74V;C, =5?>2=5: 2>=> ?>28==> <VAB8B8 =5?CABV ?0@0<5B@8 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 V F i l e @07><. 0@0<5B@8 E l e m e n t s F o l d e r s V C o n n e c t i o n S t r i n g 4>40B:>2V. V445@52> @>7B0HC20==O :><0=48 " V4=>28B8" , I> 28:>@8AB>2CTBLAO 4;O >=>2;5==O @O4:V2 ?V4:;NG5==O D S , =5?>2=5: 2>=> ?>28==> <VAB8B8 =5?CABV ?0@0<5B@8 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 B0 C o n n e c t i o n S t r i n g @07><. 0@0<5B@8 E l e m e n t s F i l e V F o l d e r s =5 4>72>;ONBLAO. � V445@52> @>7B0HC20==O :><0=48 " V4=>28B8" , I> 28:>@8AB>2CTBLAO 4;O 2:070==O 7VAB02;5==O @>7B0HC20==O ?0?:8, ?>28==> <VAB8B8 I>=09<5=H5 >48= =5?CAB89 5;5<5=B F o l d e r . 0@0<5B@8 E l e m e n t s 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 V C o n n e c t i o n S t r i n g =5 4>72>;ONBLAO. { ><0=40 " V4=>28B8" 40T 7<>3C 2:070B8 ;8H5 >48= 5;5<5=B " >7B0HC20==O" 4;O 2AL>3> 7VAB02;5==O @>7B0HC20==O ;>:0;L=>W ?0?:8. # V445@52> @>7B0HC20==O :><0=48 " !8=E@>=V7C20B8" , I> 28:>@8AB>2CTBLAO 4;O 2V4=>2;5==O 2V440;5=>3> @>74V;C, =5?>2=5: 2>=> ?>28==> <VAB8B8 =5?CABV ?0@0<5B@8 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 V C o n n e c t i o n S t r i n g @07><. 0@0<5B@ E l e m e n t F o l d e r s 4>40B:>289. 0@0<5B@ E l e m e n t F i l e =5 4>72>;OTBLAO. V445@52> @>7B0HC20==O :><0=48 " !8=E@>=V7C20B8" , I> 28:>@8AB>2CTBLAO 4;O >=>2;5==O @O4:V2 ?V4:;NG5==O D S , =5?>2=5: 2>=> ?>28==> <VAB8B8 =5?CABV ?0@0<5B@8 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 V C o n n e c t i o n S t r i n g @07><. 0@0<5B@8 E l e m e n t s F i l e V F o l d e r s =5 4>72>;ONBLAO. V445@52> @>7B0HC20==O :><0=48 " !8=E@>=V7C20B8" , I> 28:>@8AB>2CTBLAO 4;O 2:070==O 7VAB02;5==O @>7B0HC20==O ?0?:8, ?>28==> <VAB8B8 I>=09<5=H5 >48= =5?CAB89 5;5<5=B F o l d e r . 0@0<5B@8 E l e m e n t s 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 V C o n n e c t i o n S t r i n g =5 4>72>;ONBLAO. � 4=>G0A=> ?@0FNT :V;L:0 :><0=4 V7 2V4=>2;5==O, A8=E@>=V70FVW, 2:;045==O, AB2>@5==O 1078 40=8E 01> 7<V=5==O 1078 40=8E 7 V<5=5< n a m e = " % { o b j e c t N a m e / } " G8 V45=B8DV:0B>@>< I D = " % { o b j e c t I d / } " , O:0 I5 =5 VA=CT =0 A5@25@V. >B>G=C B@0=70:FVN ?5@5@20=>. � 5 240;>AO 28:>=0B8 >?5@0FVN. 5@AVN @575@2=>W :>?VW ( v e r = % d { v e r s i o n / } ) =5 @>7?V7=0=> A5@25@><; <>6;82>, @575@2=C :>?VN 1C;> AB2>@5=> 70 4>?><>3>N =>2VH>W 25@AVW A;C61 0=0;V7C. � ><0=40 " !8=E@>=V7C20B8" 40T 7<>3C 2:070B8 ;8H5 >48= 5;5<5=B " >7B0HC20==O" 4;O 2AL>3> 7VAB02;5==O @>7B0HC20==O ;>:0;L=>W ?0?:8. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, 2V4><>ABV ?@> D09;8 21C4>20=8E 40=8E =5?@028;L=V. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, AB@C:BC@0 D09;V2 21C4>20=8E 40=8E =5?@028;L=0. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, 2V4><>ABV ?@> 21C4>20=V 40=V =5?@028;L=V. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. 1C4>20=V 40=V =5 ?@>9H;8 ?5@52V@:8 C73>465=>ABV. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, C 21C4>20=8E 40=8E 2V4ACB=V 2V4><>ABV ?@> :V=5FL D09;C. � !B0;0AO ?><8;:0 ?V4 G0A AB2>@5==O @575@2=>W :>?VW 01> 2V4=>2;5==O: DC=:FVO A B F D u m p e r =5 ?V4B@8<CTBLAO 4;O D09;V2 @575@2=>W :>?VW, AB2>@5=8E A5@25@>< A S 2 0 0 5 . $09; " % { f i l e N a m e / } " ?@>?CI5=>. � 5 240;>AO 2V4=>28B8 107C 40=8E 7 V<5=5< " % { D B N a m e / } " , V45=B8DV:0B>@>< " % { D B I d / } " , >A:V;L:8 2>=0 265 VA=CT =0 A5@25@V B0 ?@87=0G5=0 ;8H5 4;O G8B0==O. � 5 240;>AO A8=E@>=V7C20B8 107C 40=8E 7 V<5=5< " % { D B N a m e / } " , V45=B8DV:0B>@>< " % { D B I d / } " , >A:V;L:8 2>=0 265 VA=CT =0 FV;L>2><C A5@25@V B0 ?@87=0G5=0 ;8H5 4;O G8B0==O. � 5 240;>AO 7020=B068B8 21C4>20=V 40=V P o w e r P i v o t C :=87V. 25@=VBLAO 4> A;C618 ?V4B@8<:8 :;VT=BV2. >6;82>, D>@<0B 21C4>20=8E 40=8E ?>H:>465=>. � $09; " % { f i l e N a m e / } " , C:070=89 C :><0=4V " V4=>28B8" , T 70H8D@>20=8< D09;>< @575@2=>W :>?VW A S , O:89 AB2>@5=> ?>?5@54=L>N 25@AVTN S Q L 2 0 0 8 =0 ?;0BD>@<V I A 6 4 , =5<>6;82> 2V4=>28B8 =0 ?;0BD>@<0E x 8 6 01> A M D 6 4 . j ><8;:0 2V4=>2;5==O. $09; @575@2=>W :>?VW <>6=0 2V4=>28B8 ;8H5 =0 A5@25@V, 70?CI5=><C 2 B01;8G=><C @568<V. � ><8;:0 V<?>@BC. <?>@B>20=0 <>45;L 718@0==O 40=8E 1C;0 AB2>@5=0 =0 A5@25@V 7 D e p l o y m e n t M o d e = % d { B L S e t / } , 0 ?>B>G=89 A5@25@ ?@0FNT 7 D e p l o y m e n t M o d e = % d { C S S e t / } . 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A 025@H5=> ?5@52V@:C V=45:AV2 A53<5=BV2 4;O @>74V;C " % { s t r N a m e / } " . 4 >7?>G0B> >1@>1:C 72 O7:C 7 5;5<5=B>< " % { s t r N a m e / } " . 4 1@>1:C 72 O7:C 7 5;5<5=B>< " % { s t r N a m e / } " 7025@H5=>. � 5 240;>AO 2?>@O4:C20B8 " % { t a b l e / } " [ % { c o l u m n / } ] 70 [ % { o r d e r b y c o l u m n / } ] , >A:V;L:8 ?@8=09<=V >4=5 7=0G5==O C AB>2?FV [ % { c o l u m n 2 / } ] <0T :V;L:0 @V7=8E 7=0G5=L C [ % { o r d e r b y c o l u m n 2 / } ] . 0?@8:;04, <>6=0 A>@BC20B8 5;5<5=B [ VAB>] 70 7=0G5==O< [ 53V>=] , >A:V;L:8 VA=CT ;8H5 >48= @53V>= 4;O :>6=>3> <VAB0, 0;5 =5<>6;82> 2V4A>@BC20B8 5;5<5=B [ 53V>=] 70 7=0G5==O< [ VAB>] , >A:V;L:8 VA=CNBL :V;L:0 <VAB 4;O :>6=>3> @53V>=C. � 5 240;>AO 7=09B8 :;NG 0B@81CB0 ?V4 G0A >1@>1;5==O: % 1 [ B01;8FO: " % { T a b l e / } " , AB>2?5FL: " % { C o l u m n / } " , 7=0G5==O: " % { V a l u e / } " % ] % [ ; B01;8FO: " % { T a b l e / } " , AB>2?5FL: " % { C o l u m n / } " , 7=0G5==O: " % { V a l u e / } " % ] . B@81CB " % { A t t r i b u t e / } " . � ;NG 0B@81CB0 1C;> :>=25@B>20=> 2 =52V4><89 5;5<5=B, >A:V;L:8 :;NG 0B@81CB0 =5 7=0945=>. B@81CB % { P r o p e r t y / } 28<V@C: % { D i m e n s i o n / } V7 1078 40=8E: % { D a t a b a s e / } , % 1 [ C1: % { C u b e / } , 3@C?0 ?>:07=8:V2: % { D e t a i l / } , @>74V;: % { P a r t i t i o n / } , % ] 70?8A: % l d { R e c o r d / } . � 0?8A ?@>?CI5=>, >A:V;L:8 :;NG 0B@81CB0 =5 7=0945=>. B@81CB: % { P r o p e r t y / } 28<V@C: % { D i m e n s i o n / } V7 1078 40=8E: % { D a t a b a s e / } , % 1 [ :C1: % { C u b e / } , 3@C?0 ?>:07=8:V2: % { D e t a i l / } , @>74V;: % { P a r t i t i o n / } , % ] 70?8A: % l d { R e c o r d / } . � 0?8A ?@>?CI5=>, >A:V;L:8 :;NG 0B@81CB0 ?>2B>@N20=89. B@81CB: % { P r o p e r t y / } 28<V@C: % { D i m e n s i o n / } V7 1078 40=8E: % { D a t a b a s e / } , % 1 [ :C1: % { C u b e / } , 3@C?0 ?>:07=8:V2: % { D e t a i l / } , @>74V;: % { P a r t i t i o n / } , % ] 70?8A: % l d { R e c o r d / } . � ;NG 0B@81CB0 n u l l :>=25@B>20=> 2 =52V4><89 5;5<5=B. B@81CB: % { P r o p e r t y / } 28<V@C: % { D i m e n s i o n / } V7 1078 40=8E: % { D a t a b a s e / } , % 1 [ :C1: % { C u b e / } , 3@C?0 ?>:07=8:V2: % { D e t a i l / } , @>74V;: % { P a r t i t i o n / } , % ] 70?8A: % l d { R e c o r d / } . � 0?8A ?@>?CI5=>, >A:V;L:8 28O2;5=> :;NG 0B@81CB0 n u l l . B@81CB: % { P r o p e r t y / } 28<V@C: % { D i m e n s i o n / } V7 1078 40=8E: % { D a t a b a s e / } , % 1 [ :C1: % { C u b e / } , 3@C?0 ?>:07=8:V2: % { D e t a i l / } , @>74V;: % { P a r t i t i o n / } , % ] 70?8A: % l d { R e c o r d / } . � V4 G0A >1G8A;5==O 70O2 C A C H E , 2:;NG5=8E C AF5=0@V9, 28O2;5=> ?><8;:8. 1@>1:C 70?8BV2 1C45 ?@>4>265=> 157 >1G8A;5==O 70O2 C A C H E , O:V <VABOBL ?><8;:8. G 5 240;>AL >=>28B8 28<V@ % { d i m e n s i o n / } , >A:V;L:8 2V= =5 1C2 >1@>1;5=89. � &8:;, O:89 2:;NG0T 5;5<5=B V7 :;NG5< % 1 [ % { k e y / } % ] % [ , % { k e y / } % ] , 28O2;5=> 2 10BL:V2AL:>- 4>GV@=VE 72 O7:0E <V6 0B@81CB>< " % { p r o p e r t y / } " B0 0B@81CB>< " % { r e l a t e d p r o p e r t y / } " . � 5 240;>AO 7<V=8B8 6>@AB:> 7040=V 72 O7:8 <V6 0B@81CB0<8 ?V4 G0A V=:@5<5=B=>W >1@>1:8 28<V@C. V4 G0A >1@>1:8 0B@81CB0 " % { A t t r i b u t e / } " AB0;0AO ?><8;:0. % 1 [ B01;8FO: " % { T a b l e / } " , AB>2?5FL: " % { C o l u m n / } " , 7=0G5==O: " % { V a l u e / } " % ] % [ ; B01;8FO: " % { T a b l e / } " , AB>2?5FL: " % { C o l u m n / } " , 7=0G5==O: " % { V a l u e / } " % ] . B@81CB 465@5;0: " % { S o u r c e A t t r i b u t e / } " . =0G5==O AB>2?FV2 :;NGV2 0B@81CB0 465@5;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 / } " % ] . � 5 240;>AL >1@>18B8 28<V@ 718@0==O 40=8E " % { d i m e n s i o n / } " , >A:V;L:8 <>45;L 718@0==O 40=8E " % { m i n i n g m o d e l / } " , =0 O:V9 107CTBLAO 28<V@, ?>B@V1=> >1@>18B8 ?5@H>N. � ;O =02545=>3> 40;V ?>:07=8:0 ?V4 G0A >1@>1:8 28O2;5=> =5>GV:C20=5 7=0G5==O n u l l : " % { M e a s u r e / } " 3@C?8 ?>:07=8:V2: " % { D e t a i l / } " V7 1078 40=8E: " % { D a t a b a s e / } " , :C1: " % { C u b e / } " C B01;8FV: " % { T a b l e / } " , AB>2?5FL: " % { C o l u m n / } " . � ?5@0FVN >1@>1:8 7025@H5=>, >A:V;L:8 :V;L:VABL ?><8;>:, 28O2;5=8E ?V4 G0A >1@>1:8, 4>AO3;0 287=0G5=>W <56V 4>?CAB8<8E ?><8;>: 4;O >?5@0FVW. � <V=5=> 25@AVN ?>2 O70=>3> 5;5<5=B0 % { t y p e n a m e / } 7 V<5=5< " % { n a m e / } " =0 2V440;5=><C 5:75<?;O@V. >2B>@VBL >?5@0FVN 4;O 28@VH5==O ?@>1;5<8. � <V=5=> 25@AVN ?>2 O70=>3> 5;5<5=B0 % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " , V<5=5< " % { n a m e / } " =0 2V440;5=><C 5:75<?;O@V. >2B>@VBL >?5@0FVN 4;O 28@VH5==O ?@>1;5<8. � <V=5=> 25@AVN ?>2 O70=>3> 5;5<5=B0 " % { t y p e n a m e / } " 7 V45=B8DV:0B>@>< " % { i d / } " , V<5=5< " % { n a m e / } " =0 2V440;5=><C A5@25@V. )>1 28@VH8B8 ?@>1;5<C, ?>2B>@VBL >?5@0FVN. � <V=5=> 25@AVN ?>2 O70=>3> 5;5<5=B0 " % { t y p e n a m e / } " 7 V45=B8DV:0B>@>< " % { i d / } " B0 V<5=5< " % { n a m e / } " =0 2V440;5=><C A5@25@V. )>1 28@VH8B8 ?@>1;5<C, ?>2B>@VBL >?5@0FVN. � <V=5=> 25@AVN ?>2 O70=>3> 5;5<5=B0 " % { t y p e n a m e / } " 7 V45=B8DV:0B>@>< " % { i d / } " B0 V<5=5< " % { n a m e / } " =0 2V440;5=><C A5@25@V. )>1 28@VH8B8 ?@>1;5<C, ?>2B>@VBL >?5@0FVN. : V4 G0A >1@>1:8 B01;8FV " % { I W T a b l e N a m e / } " AB0;0AO ?><8;:0. l V4 G0A >1@>1:8 0B@81CB0 " % { P r o p e r t y / } " 28<V@C " % { D i m e n s i o n / } " V7 1078 40=8E " % { D a t a b a s e / } " AB0;0AO ?><8;:0. � V4 G0A >1@>1:8 @>74V;C " % { P a r t i t i o n N a m e / } " 3@C?8 ?>:07=8:V2 " % { D e t a i l / } " 4;O :C10 " % { C u b e / } " V7 1078 40=8E % { D a t a b a s e / } AB0;0AO ?><8;:0. 5 240;>AO ?5@52V@8B8 <5B040=V 4;O AB0B8G=> ?>2 O70=>3> 5;5<5=B0 % { t y p e n a m e / } 7 V<5=5< " % { n a m e / } " ?>@V2=O=> 7 >1 T:B>< 465@5;0. > V4 G0A 48A:@5B870FVW 0B@81CB0 AB0;0AO ?><8;:0 " % { P r o p e r t y / } " . u 5 240;>AO 48A:@5B87C20B8 0B@81CB " % { P r o p e r t y / } " C 70?8B0=C :V;L:VABL 4V;O=>:, >A:V;L:8 VA=CT 70<0;> >:@5<8E 7=0G5=L. � 5 240;>AO 48A:@5B87C20B8 0B@81CB 7 V45=B8DV:0B>@>< " % { P r o p e r t y I d / } " , V<5=5< " % { P r o p e r t y N a m e / } " , >A:V;L:8 VA=CT 70<0;> >:@5<8E 7=0G5=L. W 1> C 20A =5<0T 4>72>;C =0 4>ABC? 4> 2:070=>3> 5;5<5=B0, 01> 2:070=89 5;5<5=B =5 VA=CT. T 5 240;>AO 7=09B8 3@C?C ?>:07=8:V2 465@5;0 ?>2 O70=>W 3@C?8 ?>:07=8:V2 " % { d e t a i l / } " . � V4 G0A >1@>1:8 V=45:AV2 4;O @>74V;C % { P a r t i t i o n / } 3@C?8 ?>:07=8:V2 % { D e t a i l / } :C10 % { C u b e / } V7 1078 40=8E % { D a t a b a s e / } AB0;0AO ?><8;:0. r 5 240;>AO 70?8B0B8 465@5;> % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " , V<5=5< " % { n a m e / } " , >A:V;L:8 2>=> =5>1@>1;5=5. K >@O4>: A>@BC20==O, C:070=89 4;O 70?8AV2 >:@5<>3> ;VG8;L=8:0, =5?@028;L=89. PA9 !5:B>@, C:070=89 4;O 0B@81CB0 % { P r o p e r t y / } , =5?@028;L=89. O 5 240;>AO ?@82 O70B8 48A:@5B87>20=89 0B@81CB " % { P r o p e r t y / } " 4> :V;L:>E :;NGV2. i < O ?>:07=8:0 " % { m e a s u r e n a m e / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O ?@82 O7:8 4;O 0B@81CB0 " % { p r o p e r t y / } " . � 87=0G5=5 :>@8ABC20G5< 718@0==O " % { a g g / } " C @>74V;V " % { p a r t i t i o n / } " =5 <0T ?@8?CAB8<>W ?@82 O7:8, ?>2 O70=>W 7 >1 T:B>< 465@5;0. 5 8<V@ " % { d i m / } " =5?@8?CAB8<89 4;O 718@0==O " % { a g g / } " . V 8<V@ " % { c u b e d i m i d / } " , ?@82 O70=89 4> :C10 " % { c u b e n a m e / } " , =5?@8?CAB8<89 01> =5 VA=CT. p B@81CB " % { a t t r i b u t e / } " C 28<V@V " % { d i m e n s i o n / } " <0T ?@82 O7:C 4> 2V440;5=>3> 28<V@C, O:89 1V;LH5 =5?@8?CAB8<89. v @82 O7:0 3@C?8 ?>:07=8:V2 " % { m e a s u r e g r o u p i d / } " ?>A8;0TBLAO =0 3@C?C ?>:07=8:V2 A5@25@0 " % { r e m o t e m g i d / } " , I> =5 VA=CT. � @82 O7:0 4> V45=B8DV:0B>@0 ?>:07=8:0 " % { m e a s u r e i d / } " C 3@C?V ?>:07=8:V2 " % { m e a s u r e g r o u p / } " =5 7=0945=0 C 3@C?V ?>:07=8:V2 465@5;0. > V440;5=5 465@5;> 40=8E 4;O >1 T:B0 " % { o b j e c t / } " =5?@8?CAB8<5. @ 8<V@ " % { c u b e d i m i d / } " =5 7=0945=> 2 :C1V 465@5;0 " % { c u b e n a m e / } " . P @C?C ?>:07=8:V2 " % { m e a s u r e g r o u p i d / } " =5 7=0945=> 2 :C1V 465@5;0 " % { c u b e n a m e / } " . i B@81CB " % { a t t r i b u t e / } " C 28<V@V " % { d i m e n s i o n / } " <0T ?@82 O7:C 4> 2V440;5=>3> 28<V@C, O:89 =5?@8?CAB8<89. F ;O 465@5; 40=8E :=838 <>6=0 28:>@8AB>2C20B8 ;8H5 1078 40=8E B8?C B L S . B B@81CB8 C 28<V@V :=838 <>6CBL <0B8 ;8H5 ?@82 O7:8 0B@81CB0 :=838. B "8? 40=8E :;NG0 4;O 5;5<5=B0 3@C?C20==O " % { m e m b e r / } " =5?@028;L=89. 2 5 240;>AO 7=09B8 5;5<5=B 3@C?C20==O " % { m e m b e r / } " . [ 07C 40=8E " % { d a t a b a s e / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . Z C1 " % { c u b e / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O ?@82 O7:8 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . Q 8<V@ " % { d i m / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . T B@81CB " % { a t t r / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . U T@0@EVN " % { h i e r / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . T V25=L " % { l e v e l / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . Q B@81CB " % { a t t r / } " <0T 1V;LH5 =V6 <0:A8<0;L=C :V;L:VABL ?V4B@8<C20=8E ?5@5:;04V2. * B@81CB " % { a t t r / } " =5 <0T AB>2?FV2 :;NGV2. o @C?C ?>:07=8:V2 " % { m e a s u r e g r o u p / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O ?@82 O7:8 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . X >:07=8: " % { m e a s u r e / } " =5 7=0945=> ?V4 G0A @>7?V7=020==O 4;O 2;0AB82>ABV " % { p r o p e r t y / } " . o V4 G0A AB2>@5==O C<>28 R O L A P 28O2;5=> =5?@028;L=C :V;L:VABL 7=0G5=L DV;LB@0 01> =52V4?>2V4=V 7=0G5==O DV;LB@0. u @C?0 ?>:07=8:V2 465@5;0, C:070=0 4;O ?>2 O70=>W 3@C?8 ?>:07=8:V2 " % { d e t a i l / } " , =5 <>65 =0;560B8 4> B>3> A0<>3> :C10. j V4 G0A @>7?V7=020==O :;NG0 4;O 5;5<5=B0 V7 :;NG5< % [ " % { k e y / } " ] 2 0B@81CBV " % { p r o p e r t y / } " AB0;0AO ?><8;:0. ^ V4 G0A @>7?V7=020==O V<5=V 4;O 5;5<5=B0 " % { n a m e / } " 2 0B@81CBV " % { p r o p e r t y / } " AB0;0AO ?><8;:0. J 5@528I5=0 <0:A8<0;L=0 :V;L:VABL @O4:V2 R O L A P 4;O >1@>1:8 2 >4=><C 70?8BV. PA >AO3=CB> <56C 28:>=0==O8 !B0;>AO ?>@CH5==O >1<565=L, 7040=8E 4;O A5:B>@0 @>74V;C. N V4 G0A >1@>1:8 10BL:V2AL:>3> 01> 4>GV@=L>3> 28<V@C " % { d i m / } " AB0;0AO ?><8;:0. l ;5<5=B 70 70<>2GC20==O<, C:070=89 4;O 28<V@C " % { D i m e n s i o n / } " C 3@C?V ?>:07=8:V2 " % { D e t a i l / } " , =5?@028;L=89. W 8<V@ " % { D i m e n s i o n N a m e / } " 48AB0=FV9=> ?>2 O70=89, B><C =5 <>6=0 4>72>;8B8 6>4=89 70?8B. h 5 240;>AO 7=09B8 0B@81CB :C10 4;O >1 T:B0 4>72>;C 0B@81CB0 :C10 7 V45=B8DV:0B>@>< " % { C u b e A t t r P e r m I D / } " . g 5 240;>AO @>7?V7=0B8 287=0G5=89 :>@8ABC20G5< 5;5<5=B 3@C?8 " % { G r o u p M e m b e r / } " C 28<V@V " % { D i m e n s i o n / } " . p 5 240;>AO 7=09B8 287=0G5=89 :>@8ABC20G5< 0B@81CB 3@C?C20==O " % { G r o u p A t t r / } " 2 0B@81CB0E 28<V@C " % { D i m e n s i o n / } " . X 87=0G5=V :>@8ABC20G5< 0B@81CB8 3@C?C20==O ?V4B@8<CNBLAO ;8H5 7 28<V@0<8 >1;0ABV A50=AC. � 87=0G5=V :>@8ABC20G5< 5;5<5=B8 3@C?C20==O <>6=0 2:070B8, ;8H5 O:I> 4;O B8?C 3@C?C20==O 2AB0=>2;5=> 7=0G5==O " 87=0G5=89 :>@8ABC20G5<" . � @82 O7:0 0B@81CB0 4> 2;0AB82>ABV " % { p r o p e r t y _ n a m e / } " =5?@8?CAB8<0, >A:V;L:8 10BL:V2AL:89 28<V@ <0T ?@82 O7:C, 2V4<V==C 2V4 O L A P . | @82 O7:0 0B@81CB0 :C10 4;O 2;0AB82>ABV " % { p r o p e r t y _ n a m e / } " =5?@8?CAB8<0, >A:V;L:8 10BL:V2AL:89 28<V@ <0T V=H89 :C1 465@5;0. � @82 O7:0 0B@81CB0 :C10 4;O 2;0AB82>ABV " % { p r o p e r t y _ n a m e / } " =5?@8?CAB8<0, >A:V;L:8 10BL:V2AL:89 28<V@ <0T V=H89 28<V@ :C10 465@5;0. i 18@0==O " % { a g g / } " C @>74V;V " % { p a r t i t i o n / } " =5 <0T ?@8?CAB8<>W ?@82 O7:8, ?>2 O70=>W 7 >1 T:B>< 465@5;0. Q 5?@8?CAB8<5 465@5;> 4;O ?>:07=8:0 718@0==O " % { a g g _ m e a s u r e / } " 718@0==O " % { a g g / } " . L 5 240;>AO 7=09B8 D09; :5H0 :=838 " % { w o r k b o o k _ c o n n s t r / } " C 48A?5BG5@V :=838. PAJ =830, C:070=0 V45=B8DV:0B>@>< D a t a b a s e I d = " % { d a t a b a s e _ i d / } " , C65 2V4:@8B0. I =830, C:070=0 V45=B8DV:0B>@>< D a t a b a s e I d = " % { d a t a b a s e _ i d / } " , =5 2V4:@8B0. K 0@0;5;L 5;5<5=B0 =5 ?V4B@8<CTBLAO 2 ?0:5BV, 2V4<V==><C 2V4 B@0=70:FV9=>3>. I 8H5 2C7;8 >1@>1:8 4>72>;ONBLAO C 2C7;V " 0@0;5;L=89" C ?0:5B=V9 :><0=4V. q 1 T:B, C:070=89 C 70?8BV :;VT=B0, =5 T 465@5;>< 40=8E. ;O FVTW :><0=48 4>72>;ONBLAO ;8H5 >1 T:B8 465@5;0 40=8E. � 5 240;>AL >1@>18B8 5;5<5=B % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " , V<5=5< " % { n a m e / } " , >A:V;L:8 9>3> >1 T:B 465@5;0 =5 >1@>1;5=>. � 5 240;>AL >1@>18B8 ?>2 O70=89 5;5<5=B % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " , V<5=5< " % { n a m e / } " , >A:V;L:8 2V= <VAB8BL 28<V@ M G 7 V45=B8DV:0B>@>< " % { m g d i m _ i d / } " , V<5=5< " % { m g d i m _ n a m e / } " 7 V=H8< 0B@81CB>< 45B0;V70FVW, =V6 >1 T:B 465@5;0. j 5 240;>AO 7=09B8 V45=B8DV:0B>@ 28<V@C " % { d i m I d / } " 4;O ?>2 O70=>3> ?V4:C10 7 V45=B8DV:0B>@>< " % { c u b e I d / } " . � 5 240;>AO 7=09B8 V45=B8DV:0B>@ 0B@81CB0 " % { a t t r I d / } " 4;O ?>2 O70=>3> ?V4:C10 7 V45=B8DV:0B>@>< " % { c u b e I d / } " B0 V45=B8DV:0B>@>< 28<V@C " % { d i m I d / } " . � <V=5=> 7030;L=C :V;L:VABL ?@82 O7>: :;NGV2 ?>2 O70=>3> 5;5<5=B0 % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " , V<5=5< " % { n a m e / } " =0 2V440;5=><C A5@25@V. >2B>@VBL >?5@0FVN 4;O 28@VH5==O ?@>1;5<8. � 5 240;>AO 7=09B8 5;5<5=B V7 28<V@C " % { n a m e / } " . &5 <>65 1CB8 A?@8G8=5=5 :5H5< 28<V@C. >2B>@=89 70?CA: 70?8BC ?VA;O >G8I5==O :5H0 <>65 28@VH8B8 ?@>1;5<C. �0?8B 28O282 AE5<C, C O:V9 72 O7:8 G8A;5==V 4> G8A;5==8E, 28<V@ ?>A8;0==O 01> 28@07 ?>:07=8:0 <0NBL F8:;VG=V 72 O7:8, V 70?8BC20==O F8E >1 T:BV2 ?@872545 4> 157:V=5G=>W @5:C@AVW. 0?@8:;04, <>6;82>, 3@C?0 ?>:07=8:V2 A ?>A8;0TBLAO =0 28<V@ G8A;5==V 4> G8A;5==8E G5@57 3@C?C ?>:07=8:V2 B , 0 3@C?0 ?>:07=8:V2 B <0T 28@07 ?>:07=8:0, O:89 ?>A8;0TBLAO =0 ?>:07=8: C 3@C?V ?>:07=8:V2 A . 0;CG5=V >1 T:B8: % { o b j e c t I d s / } . a 5 240;>AO 70?;0=C20B8 ?0@0;5;L=C >1@>1:C =02545=8E 40;V >1 T:BV2. 45=B8DV:0B>@8: % { o b j e c t I d s / } . � >74V; 7 V45=B8DV:0B>@>< % { p a r t i t i o n I d / } ?;0=CTBLAO 1V;LH5 >4=>3> @07C 7 @V7=8< B8?>< >1@>1:8. &5 B@0?;OTBLAO, =0?@8:;04, O:I> >4=0 9 B0 A0<0 B01;8FO ?;0=CTBLAO 1V;LH5 >4=>3> @07C O: G0AB8=0 70?8BC ?0@0;5;V. V V4 G0A >1@>1:8 @>74V;C " % { P a r t i t i o n N a m e / } " C B01;8FV " % { T a b l e N a m e / } " AB0;0AO ?><8;:0. PA n # 2=CB@VH=VE AB@C:BC@0E 40=8E 28O2;5=> =5C73>465=VABL, O:0 <>3;0 28=8:=CB8 2=0A;V4>: =5?V4B@8<C20=>W >?5@0FVW. � !B0;0AO ?><8;:0 ?V4 G0A ?5@52V@:8 C73>465=>ABV @>74V;C " % { P a r t i t i o n N a m e / } " 3@C?8 <V@ " % { D e t a i l / } " 4;O :C10 " % { C u b e / } " 7 1078 40=8E % { D a t a b a s e / } . &5 <>6=0 28?@028B8, 7=>2C >1@>182H8 @>74V; 01> V=45:A8. ' !B0B8AB8:C A53<5=B0 @>74V;C ?>H:>465=>. !53<5=B @>74V;C ?>H:>465=>. � 5G5==O R E T U R N =5 <>6=0 28:>@8AB>2C20B8 7 V=AB@C:FVTN D R I L L T H R O U G H , :>;8 28@07 D e t a i l R o w s C65 287=0G5=> 2 <V@V " % { M e a s u r e N a m e / } " . X >:8 I> =5 ?V4B@8<CTBLAO 28:>@8AB0==O 28@07C D e t a i l R o w s 2 >1<565=><C @568<V D i r e c t Q u e r y . P EV4=89 ?0@0<5B@ DC=:FVW D E T A I L R O W S =5 O2;OT A>1>N ?@8?CAB8<5 ?>A8;0==O =0 <V@C. PA 2 >4C;L :5@>20=>3> :>4C 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 { 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 7020=B065=>. G 5 240;>AL V=VFVN20B8 ;0=FN6>: 0A8=E@>==>3> 7020=B065==O M E n g i n e H e l p e r . = "01;8G=89 70?8B: AB>2?5FL O R D E R B Y V3=>@CTBLAO 2 70?8BV C O U N T . PA Q !B>2?5FL " % { c o l u m n / } " F5 ?>:07=8:, V 9>3> =5 <>6=0 2:;NG8B8 2 @5G5==O G R O U P B Y . T 5 240;>AO 7V1@0B8 AB>2?5FL ?>:07=8:0 " % { c o l u m n / } " , >A:V;L:8 =5<0T @5G5==O G R O U P B Y . O !B>2?5FL " % { c o l u m n / } " F5 ?>:07=8: V ?>28=5= 1CB8 7V1@0=89 C @5G5==V G R O U P B Y . F 5 240;>AO 7V1@0B8 ?>:07=8: " % { m e a s u r e / } " 70 4>?><>3>N DC=:FVW " !C<0" . C 5 240;>AO 7V1@0B8 ?>:07=8: " % { m e a s u r e / } " 70 4>?><>3>N DC=:FVW A v g . K 5 240;>AO 7V1@0B8 ?>:07=8: " % { m e a s u r e / } " 70 4>?><>3>N DC=:FVW " VG8;L=8:" . F 5 240;>AO 7V1@0B8 ?>:07=8: " % { m e a s u r e / } " 70 4>?><>3>N DC=:FVW " V=. " . G 5 240;>AO 7V1@0B8 ?>:07=8: " % { m e a s u r e / } " 70 4>?><>3>N DC=:FVW " 0:A. " . h !B>2?5FL " % { c o l u m n / } " F5 0B@81CB, V 9>3> =5<>6;82> 7V1@0B8. >3> ?>B@V1=> 2:;NG8B8 2 @5G5==O G R O U P B Y . @ 5B0;V70FVO <>65 ?>25@B0B8 ;8H5 @O4:8 7 >4=VTW 3@C?8 ?>:07=8:V2. 7 5 240;>AO 28:>=0B8 70?8B S Q L , O:I> =5 2:070=> :0B0;>3. - !E5<0 " % { s c h e m a / } " =5?@8?CAB8<0 2 70?8BV S Q L . X "01;8FO " % { t a b l e / } " C @5G5==V F R O M 70?8BC S Q L =5 :;0A8DV:CTBLAO V<5=5< AE5<8 ( 01> :C10) . � !E5<0 " % { c u b e / } " ( 01> :C1) 01> =5 VA=CT 2 107V 40=8E " % { d a t a b a s e / } " , 01> :>@8ABC20G =5 <0T =5>1EV4=8E 4>72>;V2 4;O 4>ABC?C 4> =5W. F #AV B01;8FV, C:070=V 2 70?8BV S Q L , ?>E>4OBL 7 >4=VTW AE5<8 ( 01> :C10) . PA9 "01;8FO " % { t a b l e / } " 2:;NG5=0 :V;L:0 @07V2 C @5G5==O F R O M . } "01;8FO " % { t a b l e / } " 01> =5 VA=CT C AE5<V " % { c u b e / } " ( 01> :C1V) , 01> :>@8ABC20G =5 <0T =5>1EV4=8E 4>72>;V2 4;O 4>ABC?C 4> =5W. * 5G5==O W H E R E <VAB8BL =5?@8?CAB8<89 28@07. 8 # @5G5==V W H E R E 2:070=0 =5?V4B@8<C20=0 1V=0@=0 >?5@0FVO. j 5 240;>AO 28:>@8AB0B8 @5G5==O G R O U P B Y =0 AB>2?FV " % { c o l u m n / } " , >A:V;L:8 AB>2?5FL 107CTBLAO =0 ?>:07=8:C. p 5 240;>AO 28:>@8AB0B8 @5G5==O G R O U P B Y =0 AB>2?FV " % { c o l u m n / } " , >A:V;L:8 AB>2?5FL =5 2:070=89 C @5G5==V S E L E C T . ? 5G5==O O R D E R B Y =5 <>6=0 28:>@8AB>2C20B8 157 @5G5==O G R O U P B Y . g 5G5==O O R D E R B Y =5 <>6=0 28:>@8AB>2C20B8, O:I> 4;O ?0@0<5B@0 S Q L Q u e r y M o d e CAB0=>2;5=> 7=0G5==O " 0=V" . & V;L:0 C<>2 O R D E R B Y =5 ?V4B@8<CNBLAO. l V AB>2?F5< " % { c o l u m n / } " AB0;0AO ?><8;:0. 5G5==O O R D E R B Y ?V4B@8<CTBLAO ;8H5 2 0B@81CB0E U n i q u e N a m e V N a m e . , 0?8B8 S Q L V7 @5G5==O<8 O R =5 ?V4B@8<CNBLAO. � 5G5==O G R O U P B Y =5 <>6=0 28:>@8AB>2C20B8 4;O 70?8BC20==O B01;8FL 28<V@V2, O:I> 4;O ?0@0<5B@0 S Q L Q u e r y M o d e CAB0=>2;5=> 7=0G5==O " 0=V" . % !B>2?5FL <VAB8BL =5?@8?CAB8<89 28@07. > 0@0<5B@ " =45:A" DC=:FVW " ;NG" =5 T ?@8?CAB8<8< B8?>< 40=8E. F 5 240;>AO 70AB>AC20B8 DC=:FVN " % { f u n c t i o n / } " 4> AB>2?FO " % { c o l u m n / } " . \ < O AE5<8 " % { s c h e m a / } " 4;O AB>2?FO " % { c o l u m n / } " =5 2V4?>2V40T AE5<V B01;8FL C @5G5==V F R O M . E "01;8FO " % { t a b l e / } " 4;O AB>2?FO " % { c o l u m n / } " 2V4ACB=O 2 @5G5==V F R O M . | !B>2?5FL " % { c o l u m n / } " =5 :;0A8DV:>20=89. >B@V1=5 V< O :;0A8DV:>20=>3> AB>2?FO, O:I> 2 @5G5==V F R O M C:070=> :V;L:0 B01;8FL. < 8O2;5=> ?><8;:>2> AB2>@5=5 V< O AE5<8, B01;8FV 01> AB>2?FO. > 5 240;>AO 7=09B8 AB>2?5FL " % { c o l u m n / } " C B01;8FV " % { t a b l e / } " . \ # @5G5==V W H E R E =0O2=89 =5>GV:C20=89 >?5@0B>@. V4B@8<CTBLAO ;8H5 >?5@0B>@ " >@V2=NT" ( = ) . \ # @5G5==V W H E R E =0O2=89 =5>GV:C20=89 >?5@0B>@. V4B@8<CTBLAO ;8H5 >?5@0B>@ " >@V2=NT" ( = ) . U !B>2?5FL " % { c o l u m n / } " F5 ?>:07=8:, V 9>3> =5 <>6=0 28:>@8AB>2C20B8 2 @5G5==V W H E R E . N 5?@8?CAB8<0 DC=:FVO 1C;0 70AB>A>20=0 4> AB>2?FO " % { c o l u m n / } " C @5G5==V W H E R E . ] 5 240;>AO 7=09B8 5;5<5=B " % { m e m b e r / } " , C:070=89 C @5G5==V W H E R E , 2 VT@0@EVW " % { h i e r a r c h y / } " . � $>@<0B @57C;LB0BC, C:070=89 4;O 70?8BC S Q L , 28O282AO =5?@8?CAB8<8<. V4B@8<CNBLAO ;8H5 D>@<0B8 @57C;LB0BC " "01;8G=89" V " @8@>4=89" . + 0?8B8 S Q L V7 ?V470?8B0<8 =5 ?V4B@8<CNBLAO. < 0?8B8 S Q L 7 >?5@0FVO<8 S K I P , T O P V B O T T O M =5 ?V4B@8<CNBLAO. J 0?8B8 S Q L ?V4B@8<CNBL ;8H5 >48= 28:;8: DC=:FVW M D X F i l t e r C @5G5==V W H E R E . N 0?8B8 S Q L =5 4>72>;ONBL C<>28, :>;8 DC=:FVO M D X F i l t e r =0O2=0 2 @5G5==V W H E R E . l ;5<5=B " % { m e m b e r / } " , C:070=89 C @5G5==V W H E R E , =5 =0;568BL 4> >GV:C20=>3> @V2=O 2 VT@0@EVW " % { h i e r a r c h y / } " . � B@81CB " % { a t t r N a m e / } " C 28<V@V " % { d i m N a m e / } " 7=0E>48BLAO 70 <560<8 45B0;V70FVW 3@C?8 ?>:07=8:V2 " % { m g N a m e / } " V =5 <>65 1CB8 ?>25@=CB89 O: AB>2?5FL. � !B>2?FV 45B0;V70FVW ?>28==V =0;560B8 A0<5 4> >4=VTW 3@C?8 ?>:07=8:V2. !B>2?FV, 70?8B0=V 70O2>N 45B0;V70FVW, ?>A8;0NBLAO =0 :V;L:0 3@C? ?>:07=8:V2. W !B>2?5FL " % { c o l u m n / } " C B01;8FV " % { t a b l e / } " =5 <0T AB>2?FO :;NG0 C 7<VI5==V % { o f f s e t / } . f 0@0<5B@ 1 @5G5==O S Y S T E M R E S T R I C T S C H E M A ?>28=5= C:07C20B8 V< O =01>@C @O4:V2 AE5<8 D>@<8 $ S Y S T E M . n a m e . S < O >1<565==O " % { r e s t r i c t i o n / } " =5?@8?CAB8<5 4;O =01>@C @O4:V2 AE5<8 " % { r o w s e t / } " . � 1<565==O " % { s t r N a m e / } " >1>2 O7:>25, 0;5 2V4ACB=T 2 70?8BV. !?@>1C9B5 A:>@8AB0B8AO @5G5==O< S Y S T E M R E S T R I C T S C H E M A 4;O 2:070==O >1<565=L. � ;O ?0@0<5B@0 S Q L Q u e r y M o d e <>6=0 2AB0=>28B8 ;8H5 7=0G5==O D a t a K e y s C @07V 28:>@8AB0==O A;C618 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. 7 # @5G5==V W H E R E 2:070=0 =5?V4B@8<C20=0 C=0@=0 >?5@0FVO. � # @5G5==V W H E R E 2:070=> =5?@8?CAB8<>3> >?5@0B>@0 N O T . ?5@0B>@ N O T <>6=0 28:>@8AB>2C20;8 ;8H5 ?5@54 B0:8< @5G5==O<: [ C o l N a m e ] I S N U L L . B "01;8G=V 70?8B8 =5 ?V4B@8<CNBL 28@078, I> <VABOBL 28:;8:8 DC=:FV9. 3 "01;8G=V 70?8B8 =5 ?V4B@8<CNBL >1G8A;5==O AB>2?FV2. U >6=0 B0:>6 C?>@O4:C20B8 70 >4=8< 0B@81CB>< V 4>40B:>2> 70 AB>2?F5< :V;L:>ABV @O4:V2. 2 "01;8G=V 70?8B8 =5 ?V4B@8<CNBL 70O28 D r i l l T h r o u g h . . # @5G5==V W H E R E =0O2=89 =5>GV:C20=89 >?5@0B>@. j "01;8G=V 70?8B8 ?V4B@8<CNBL BV;L:8 <5B>4 M A T C H E S R U L E V 28:;8: DC=:FVW K E Y W O R D S M A T C H P R E F I X C @5G5==V W H E R E . g "01;8G=V 70?8B8 <>6CBL <0B8 ;8H5 @O4>:, G8A;>25 7=0G5==O 01> 7=0G5==O N U L L O: >?5@0=48 2 @5G5==V W H E R E . 5 "01;8G=V 70?8B8 <>6CBL <0B8 ;8H5 ?>:07=8: B8?C C O U N T . ` "01;8G=89 70?8B: =5 240;>AO 7=09B8 3>;>2=C B01;8FN C ?@8@>4=8E ?@8T4=0=8E B01;8FOE @5G5==O F R O M . � !>@BC20==O =5 ?V4B@8<CTBLAO =0 AB>2?FV " % { c o l u m n / } " C B01;8FV " % { t a b l e / } " , >A:V;L:8 =5<0T VT@0@EVW, ?>2 O70=>W 7 F8< AB>2?F5<, 01> >A:V;L:8 VT@0@EVN, ?>2 O70=C 7 F8< AB>2?F5<, =5 >1@>1;5=>. 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X "01;8G=89 70?8B: 01> 2?>@O4:C20==O 70 AB>2?F5< =5 7=0945=>, 01> 2>=> T ?>:07=8:>< C O U N T . � ;O ?0@0<5B@0 " S Q L Q u e r y M o d e " ?>B@V1=> 2AB0=>28B8 7=0G5==O " D a t a K e y s " , I>1 2V= ?V4B@8<C202 A8=B0:A8A B01;8G=>3> 70?8BC S Q L ?V4 G0A 28:>@8AB0==O A;C618 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. � "01;8G=89 70?8B: =5?@8?CAB8<5 @5G5==O W H E R E C AB>2?FV " % { c o l u m n / } " C B01;8FV " % { t a b l e / } " . V4B@8<CNBLAO ;8H5 :>=AB0=B8, ?5@54 O:8<8 AB>WBL 7=0: " + " 01> " - " . v "01;8G=89 70?8B: ?0@0<5B@ S E L E C T D I S T I N C T 28<030T 281>@C A0<5 >4=>3> AB>2?FO 9 <>65 A>@BC20B8 ;8H5 C AB>2?FV D I S T I N C T . >@8ABC20G " % { p i i _ s t r U s e r / } " =5 <0T 4>72>;C =0 4>ABC? 4> B01;8FV " % { s t r N a m e / } " , =0 O:C ?>A8;0NBLAO, 01> FL>3> >1 T:B0 =5 VA=CT. w 5B0;V70FVO =5 ?V4B@8<CTBLAO, >A:V;L:8 01> A5@25@ ?@0FNT 2 B01;8G=><C @568<V, 01> :>@8ABC20G =5 <0T 4>AB0B=VE 4>72>;V2. 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Y $C=:FVO " ;0AB5@" ?>25@B0T =091V;LH V<>2V@=89 V45=B8DV:0B>@ :;0AB5@0 4;O V=F845=BC 2E>4C. k $C=:FVO C l u s t e r D i s t a n c e ?>25@B0T 2V4AB0=L V=F845=BC 22>4C 2V4 C:070=>3> ( 01> =091V;LH V<>2V@=>3>) :;0AB5@0. } $C=:FVO C l u s t e r P r o b a b i l i t y ?>25@B0T 9<>2V@=VABL V=F845=BC 22>4C, I> =0;568BL 4> 2:070=>3> ( 01> =091V;LH V<>2V@=>3>) :;0AB5@0. � $C=:FVO P r e d i c t H i s t o g r a m ?>25@B0T B01;8FN, O:0 <VAB8BL AB0B8AB8:C 4;O 2AVE AB0=V2 ?@>3=>7>20=>3> AB>2?FO. "01;8FO <VAB8BL B0:V AB>2?FV: C:070=89 AB>2?5FL, $ S u p p o r t , $ P r o b a b i l i t y , $ P r o b a b i l i t y V a r i a n c e , $ P r o b a b i l i t y S t d e v , $ V a r i a n c e V $ S t d e v . $C=:FVO P r e d i c t H i s t o g r a m ?>25@B0T B01;8FN, I> <VAB8BL AB0B8AB8:C 4;O G;5=AB20 :;0AB5@V2 V=F845=BC 22>4C. "01;8FO <VAB8BL B0:V AB>2?FV: C:070=89 AB>2?5FL, $ S u p p o r t , $ P r o b a b i l i t y , $ P r o b a b i l i t y V a r i a n c e , $ P r o b a b i l i t y S t d e v , $ V a r i a n c e , $ S t d e v , $ C l u s t e r V $ D i s t a n c e . n $C=:FVO T o p C o u n t ?>25@B0T @O4:8 ?5@H>3> 5;5<5=B0 n 28@07C B01;8FV, C?>@O4:>20=V 70 A?040==O< 70 28@07>< @0=3C. u $C=:FVO B o t t o m C o u n t ?>25@B0T @O4:8 >AB0==L>3> 5;5<5=B0 n 28@07C B01;8FV, C?>@O4:>20=V 70 7@>AB0==O< 70 28@07>< @0=3C. } $C=:FVO T o p S u m ?>25@B0T =09<5=HC :V;L:VABL @O4:V2 70 A?040==O< B0:, I> AC<0 7=0G5=L 28@07C @0=3C T I>=09<5=H5 2:070=>N AC<>N. � $C=:FVO B o t t o m S u m ?>25@B0T =09<5=HC :V;L:VABL @O4:V2 70 7@>AB0==O< B0:, I> AC<0 7=0G5=L 28@07C @0=3C T I>=09<5=H5 2:070=>N AC<>N. � $C=:FVO T o p P e r c e n t ?>25@B0T =09<5=HC :V;L:VABL @O4:V2 70 A?040==O< B0:, I> AC<0 7=0G5=L 28@07C @0=3C T I>=09<5=H5 2:070=8< 2V4A>B:>< 7030;L=>W AC<8 7=0G5=L 28@07C @0=3C. � $C=:FVO B o t t o m P e r c e n t ?>25@B0T =09<5=HC :V;L:VABL @O4:V2 70 7@>AB0==O< B0:, I> AC<0 7=0G5=L 28@07C @0=3C T I>=09<5=H5 2:070=8< 2V4A>B:>< 7030;L=>W AC<8 7=0G5=L 28@07C @0=3C. o $C=:FVO R a n g e M i d ?>25@B0T 01> A5@54=N B>G:C =5@>7@82=>3> AB>2?FO, 01> 2:070=C 4V;O=:C 48A:@5B87>20=>3> AB>2?FO. l $C=:FVO R a n g e M i n ?>25@B0T 01> =86=N <56C =5@>7@82=>3> AB>2?FO, 01> 2:070=C 4V;O=:C 48A:@5B87>20=>3> AB>2?FO. m $C=:FVO R a n g e M a x ?>25@B0T 01> 25@E=N <56C =5@>7@82=>3> AB>2?FO, 01> 2:070=C 4V;O=:C 48A:@5B87>20=>3> AB>2?FO. e $C=:FVO P r e d i c t N o d e I d ?>25@B0T V45=B8DV:0B>@ 2C7;0, O:89 0;3>@8B< 28:>@8AB>2CT ?V4 G0A ?@>3=>7C20==O. Z $C=:FVO I s I n N o d e ?>25@B0T 7=0G5==O VAB8=8, O:I> V=F845=B 22>4C 22060TBLAO 2:070=8< 2C7;><. g $C=:FVO I s D e s c e n d a n t ?>25@B0T 7=0G5==O VAB8=8, O:I> V=F845=B 22>4C 22060TBLAO =0I04:>< C:070=>3> 2C7;0. M $ C l u s t e r F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 4;O :;0AB5@V2. g $ P r o b a b i l i t y F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 01> P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . o $ A d j u s t e d P r o b a b i l i t y F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 01> P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . a $ S t d e v F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 01> P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . c $ S u p p o r t F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 01> P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . d $ V a r i a n c e F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 01> P r e d i c t ( . . . , I N C L U D E _ S T A T I S T I C S ) . b $ N o d e I d F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 01> 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 e q u e n c e F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t S e q u e n c e . = $ T i m e F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t T i m e S e r i e s . N $ D i s t a n c e F5 AB>2?5FL, O:89 <>6=0 281@0B8 V7 P r e d i c t H i s t o g r a m 4;O :;0AB5@V2. N $C=:FVO " 0B@8<:0" ?>25@B0T 70B@8<:C 2 G0AV V=F845=BC 2 <>45;V 718@0==O 40=8E. U $C=:FVO P r e d i c t C a s e L i k e l i h o o d ?>25@B0T 9<>2V@=VABL V=F845=BC 2 <>45;V 718@0==O 40=8E. 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D $C=:FVO % { f u n c N a m e / } ?@89<0T ;8H5 ?>A8;0==O =0 AB>2?5FL O: 0@3C<5=B. a 0O20 " C R E A T E G L O B A L C U B E " =5 ?V4B@8<CTBLAO, :>;8 A n a l y s i s S e r v i c e s 70?CI5=> 2 B01;8G=><C @568<V. i 0O20 " C R E A T E S E S S I O N C U B E " =5 ?V4B@8<CTBLAO 4;O A;C618 A n a l y s i s S e r v i c e s , 70?CI5=>W 2 B01;8G=><C @568<V. l 0O20 " C R E A T E S E S S I O N C U B E " =5 ?V4B@8<CTBLAO ?V4 G0A 28:>@8AB0==O :V;L:>E :C1V2 1078 @07>< V7 ?5@A?5:B820<8. r !B2>@5==O @5G5==O ?>:07=8:0 <>6=0 70?CAB8B8 ;8H5 2 @07V 28:>@8AB0==O A;C618 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. A ?5@0B>@ 01> 28@07 " % { n o d e / } " =5 ?V4B@8<CTBLAO 2 FL><C :>=B5:ABV. A ?5@0B>@ 01> 28@07 " % { n o d e / } " =5 ?V4B@8<CTBLAO 2 FL><C :>=B5:ABV. j !:;040==O 7030;L=><>2=>3> A5@54>28I0 28:>=0==O =5 ?V4B@8<CNBLAO ?V4 G0A 28:>@8AB0==O >1@>1=8:0 P o w e r P i v o t . � 18@0==O 7030;L=><>2=>3> A5@54>28I0 28:>=0==O =5 ?V4B@8<CNBLAO ?V4 G0A 28:>@8AB0==O A;C618 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. ~ 18@0==O U D F =5 ?V4B@8<CNBLAO ?V4 G0A 28:>@8AB0==O 21C4>20=>3> >1@>1=8:0 A n a l y s i s S e r v i c e s . 18@0==O <0T =072C " % { a s m _ n a m e / } " . � 18@0==O U D F =5 ?V4B@8<CNBLAO ?V4 G0A 28:>@8AB0==O A;C618 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. 18@0==O <0T =072C " % { a s m _ n a m e / } " . 0 >B@V15= 0@3C<5=B " % d { a r g / } " C DC=:FVW % { f u n c / } . � 0?8B 28<030T AB2>@5==O 70?8BC 40=8E, I> <VAB8BL A5:B>@, O:89 A:;040TBLAO 7 =01>@C 4>2V;L=>W D>@<8 7 :>@B560<8 7 @V7=8E @V2=V2 VT@0@EVW. &5 =5 ?V4B@8<CTBLAO ?V4 G0A 28:>@8AB0==O A;C618 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. @ #:070=89 70?8B =04B> A:;04=89, I>1 >FV=N20B8 9>3> O: >4=C 70O2C. s @0:CT ?0< OBV 4;O FVTW >?5@0FVW. )>1 7<5=H8B8 A:;04=VABL <>45;V, 2840;VBL B01;8FV 01> AB>2?FV G8 A?@>ABVBL 70?8B8. j >7@0E>20=89 5;5<5=B " % { n a m e / } " =5<>6;82> AB2>@8B8, >A:V;L:8 >1G8A;5=89 5;5<5=B V7 B0:8< V<5=5< C65 VA=CT. ` >7@0E>20=89 5;5<5=B " % { n a m e / } " =5<>6;82> AB2>@8B8, >A:V;L:8 ?>:07=8: V7 B0:8< V<5=5< C65 VA=CT. ^ >:07=8: " % { n a m e / } " =5<>6;82> AB2>@8B8, >A:V;L:8 >1G8A;5=89 5;5<5=B V7 B0:8< V<5=5< C65 VA=CT. T >:07=8: " % { n a m e / } " =5<>6;82> AB2>@8B8, >A:V;L:8 ?>:07=8: V7 B0:8< V<5=5< C65 VA=CT. \ <V==C [ % { n a m e / } ] =5<>6;82> AB2>@8B8, >A:V;L:8 >1G8A;5=89 5;5<5=B V7 B0:8< V<5=5< C65 VA=CT. R <V==C [ % { n a m e / } ] =5<>6;82> AB2>@8B8, >A:V;L:8 ?>:07=8: V7 B0:8< V<5=5< C65 VA=CT. O <V==C [ % { n a m e / } ] =5<>6;82> AB2>@8B8, >A:V;L:8 7<V==0 7 B0:8< V<5=5< C65 VA=CT. 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PA� "@0=70:FVO A50=AC 265 28:>=CTBLAO, 0;5 1C;> V=VFV9>20=> >?5@0FVN 70?8AC20==O, 2V4<V==C 2V4 A50=AC. VA;O AB2>@5==O >1 T:B0 A50=AC 9>3> ?>B@V1=> ?5@5<VAB8B8, ?5@H =V6 74V9A=N20B8 A?@>1C >?5@0FVW 70?8AC20==O =0 A5@25@ 2 >1 T:B8, 2V4<V==V 2V4 A50=AC. ` '0A >GV:C20==O 70?8BC X M L A <8=C2 4> 9>3> 28:>=0==O. =0G5==O G0AC >GV:C20==O: % d { t i m e o u t v a l / } A. J V4 G0A 7;8BBO @>74V;V2 AB0;0AO ?><8;:0. >74V; " % { p a r t N a m e / } " 2V440;5=89. L V4 G0A 7;8BBO @>74V;V2 AB0;0AO ?><8;:0. >74V; " % { p a r t N a m e / } " =5 >1@>1;5=>. , ;O >1 T4=0==O =5 2:070=> ?>G0B:>2V @>74V;8. E #:070=89 4;O V=:@5<5=B=>3> >=>2;5==O @>74V; " % { s t r N a m e / } " 2V440;5=89. r ;0AB82VABL I m p a c t A n a l y s i s <>6=0 =0AB@>WB8, ;8H5 O:I> 4;O ?0@0<5B@0 E x e c u t i o n M o d e CAB0=>2;5=> 7=0G5==O " 8:>=0B8" . � 0=V @57C;LB0BC =5<>6;82> 70?8B0B8, O:I> 4;O ?0@0<5B@0 E x e c u t i o n M o d e CAB0=>2;5=> ?0@0<5B@ " V43>BC20B8" ; <>6=0 70?8B0B8 ;8H5 ?0@0<5B@ " !E5<0/ <5B040=V" . 5 240;>AO ?V43>BC20B8 70O2C. i !50=A <0T 715@565=89 @57C;LB0B. &O 70O20 <0T 28:>@8AB>2C20B8 01> 715@565=89 @57C;LB0B, 01> >G8AB8B8 9>3>. o 5 240;>AO 715@53B8 @57C;LB0B8 ?>B>G=>W 70O28 =0 A5@25@V, >A:V;L:8 ?>B>G=89 A50=A C65 <0T 715@565=89 @57C;LB0B. v 5 240;>AO 715@53B8 @57C;LB0B8 ?>B>G=>W 70O28 =0 A5@25@V, >A:V;L:8 ?>2 O70=89 A50=A 01> =52:070=89, 01> =5?@8?CAB8<89. ] 45=B8DV:0B>@ R e s u l t I d , C:070=89 C 703>;>2:C " 57C;LB0B" , =5?@8?CAB8<89 4;O ?>B>G=>3> A50=AC. n 57C;LB0B8 =5<>6;82> 715@53B8 =0 A5@25@V, O:I> 4;O ?0@0<5B@0 E x e c u t i o n M o d e CAB0=>2;5=> 7=0G5==O " V43>BC20B8" . | 5<>6;82> 28:>@8AB>2C20B8 =0O2=89 715@565=89 @57C;LB0B, O:I> 4;O ?0@0<5B@0 E x e c u t i o n M o d e CAB0=>2;5=> 7=0G5==O " V43>BC20B8" . ? )>1 715@53B8 @57C;LB0B =0 A5@25@V, ?>B@V1=> 28:>=0B8 70O2C M D X . i )>1 28:>@8AB0B8 @57C;LB0B, 715@565=89 =0 A5@25@V, ?>B@V1=> 28:>=0B8 01> ?>G0B:>2C 70O2C, 01> ?CABC 70O2C. \ @8?CAB8<89 715@565=89 @57C;LB0B =5 VA=CT =0 A5@25@V 4;O 70?8B0=>3> V45=B8DV:0B>@0 R e s u l t I d . � 0O20 =0 22V4 =5 2V4?>2V40T ?>G0B:>2V9 70O2V, I> 28:>@8AB>2C20;0AO 4;O AB2>@5==O 715@565=>3> @57C;LB0BC 4;O 70?8B0=>3> V45=B8DV:0B>@0 R e s u l t I d . 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H 1>2 O7:>289 703>;>2>: =5 240;>AO @>7?V7=0B8, V 9>3> =5<>6;82> >1@>18B8. 1 8O2;5=> 40=V, 70:>4>20=V b a s e 6 4 B0 CB2>@5=V I l l . @ ;O >1<565==O " % { s t r N a m e / } " V7 70?8BC ?>B@V1=5 =5?CAB5 7=0G5==O. ` 5 240;>AO ?5@5B2>@8B8 B8? 7=0G5==O " % { v a l u e / } " 4;O 2;0AB82>ABV X M L f o r A n a l y s i s " % { p r o p e r t y / } " . d 5 240;>AO =04VA;0B8 70?8B8, 2V4<V==V 2V4 >1@>1:8, =0 F59 A50=A ?V4 G0A 28:>=0==O >?5@0FVW :>=25T@0. : 0?8B E x c e l >B@8<0=> ?V4 G0A A50=AC, 2V4<V==>3> 2V4 E x c e l . ~ 0?8B C l i e n t R e q u e s t C65 <0T =0O2=89 A50=A V =0<030TBLAO >B@8<0B8 V=H89 >1 T:B A50=AC. &5 ?@8?CAB8<> ;8H5 4;O >1@>1:8 :>=25T@0. | 07C 40=8E C FV9 :=87V AB2>@5=> 2 =>2VHV9 25@AVW >1@>1=8:0 P o w e r P i v o t ( 25@AVO: " % { c o m p L e v e l / } " ) , V WW =5<>6;82> 7020=B068B8. P B@81CB S k i p V o l a t i l e O b j e c t s <>6=0 28:>@8AB>2C20B8 ;8H5 7 :><0=4>N P r o c e s s R e c a l c . � B@81CB S k i p V o l a t i l e O b j e c t s =5<>6;82> 2:070B8 2 :><0=4V P r o c e s s R e c a l c ?V4 G0A ?0:5B=>W >?5@0FVW. #:06VBL 0B@81CB S k i p V o l a t i l e O b j e c t s C ?0:5B=><C B57V X M L . � >74V; " % { p a r t N a m e / } " <0T 2;0AB82VABL D i r e c t Q u e r y U s a g e 7 CAB0=>2;5=8< 7=0G5==O< D i r e c t Q u e r y O n l y B0 27030;V =5 <>65 1@0B8 CG0ABL C 7;8BBV @>74V;V2. � !8=B0:A8A :><0=48 " T e s t C o n n e c t i o n " =5?@028;L=89. >2 O70=C V=D>@<0FVN ?>70 >A=>2=>N ?@>3@0<>N A;V4 =04020B8 BV;L:8 B>4V, :>;8 :><0=40 " T e s t C o n n e c t i o n " 28:>@8AB>2CTBLAO 2 @>74V;V " B a t c h " . � !8=B0:A8A :><0=48 " T e s t C o n n e c t i o n " =5?@028;L=89. C7>; 465@5; 40=8E A;V4 =04020B8 BV;L:8 B>4V, :>;8 :><0=40 " T e s t C o n n e c t i o n " 28:>@8AB>2CTBLAO 157 72 O7C20==O ?>70 >A=>2=>N ?@>3@0<>N. E 8H5 >4=0 :><0=40 " T e s t C o n n e c t i o n " 4>?CA:0TBLAO ?V4 :><0=4>N " B a t c h " . � 1<56C20;L=5 7=0G5==O 2;0AB82>ABV :0B0;>3C " % { s t r C a t a l o g / } " =5 2V4?>2V40T 2=CB@VH=V9 107V 40=8E " % { s t r S c o p e d I n t e r n a l D b / } " 01> 7>2=VH=V9 107V 40=8E " % { s t r S c o p e d E x t e r n a l D b / } " V7 7040=>3> :>=B5:ABC ?V4:;NG5==O. * 8O2;5=> =5?V4B@8<C20=89 2C7>; 70;56=>ABV. T 070 40=8E ?CAB0. 0 FVTW C<>28 >?5@0FVN D I S C O V E R _ C A L C _ D E P E N D E N C Y =5 <>6=0 28:>=0B8. 1 V4B@8<:C 4;O 70?8BC " % { d i a l e c t / } " =5 0:B82>20=>. � ;O :><0=48 D I S C O V E R _ X M L _ M E T A D A T A 7 0B@81CB>< 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 =5>1EV4=> 7040B8 >1<565==O D A T A B A S E I D 2 7030;L=>4>ABC?=V9 :V=F52V9 B>GFV P o w e r B I X M L A . ] 5 240;>AO ?5@5:;0AB8 V< O 1078 40=8E " % { s t r P a r a m / } " =0 7@>7C<V;5 V< O =01>@C 40=8E 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 - V4:;NG5==O 1C;> 70:@8B5 2V440;5=8< A5@25@><. PA& 5@528I5=> G0A >GV:C20==O ?V4:;NG5==O. @ < O E>ABC " % { s t r H o s t n a m e / } " =5 240;>AO @>7?V7=0B8: % { E x t e r n a l / } * 5 240;>AO 7=09B8 U R L - 04@5AC " % { s t r U R L / } " . x 1> =5<>6;82> ?V4:;NG8B8AO 4> A5@25@0 % { s t r H o s t n a m e / } , 01> =0 2:070=><C :><? NB5@V =5 70?CI5=0 A;C610 A n a l y s i s S e r v i c e s . 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% { s t r V a l u e / } . #:070=0 <>20 =5?@8?CAB8<0. { #:070=> =5A?V22V4=>A=89 >1 T:B " % { O O L O b j / } " , I> ?>A8;0TBLAO =0 V45=B8DV:0B>@8 " % { O O L O b j I D s / } " , 0;5 2V= =5 28:>@8AB>2C202AO. >AO3=CB> :V=FO 22>4C. B !8=B0:A8A 4;O " % { s t r T o k e n / } " =5?@028;L=89. ( % { p i i _ s t r Q u e r y T e x t / } ) . � 5?@028;L=89 A8=B0:A8A 4;O :><0=48 " 1@>18B8" . ;NG>25 A;>2> " B i n d i n g s " =5 <>65 2V4>1@060B8AO 2 :><0=4V " 1@>18B8" , O:I> :><0=40 " 1@>18B8" T G0AB8=>N :><0=48 " 1@>18B8 ?0:5B><" , V 2 :><0=4V " 1@>18B8 ?0:5B><" T :V;L:0 :><0=4 " 1@>18B8" , 01> :><0=40 " 1@>18B8" <VAB8BL 1C4L- O:V 7 =5A?V22V4=>A=8E 2V4><>AB59. # B0:><C @07V :;NG>25 A;>2> " B i n d i n g s " <0T 1CB8 G0AB8=>N ;8H5 :><0=48 " 1@>18B8 ?0:5B><" . 2 0?8B <VAB8BL =570O2;5=89 ?0@0<5B@ " % { s t r P a r a m / } " . ; !B0;0AO B0:0 ?><8;:0 A8=B0:A8AC ?V4 G0A 0=0;V7C: % { s t r V P / } . T !8=B0:A8A 4;O AB2>@5==O B0 2AB02:8 2 ;>:0;L=V :C18 01> :C18 A50=AC =5 ?V4B@8<CTBLAO. � 5?@028;L=89 A8=B0:A8A 4;O :><0=48 " 1@>18B8" . ;NG>25 A;>2> " E r r o r C o n f i g u r a t i o n " =5 <>65 2V4>1@060B8AO 2 :><0=4V " 1@>18B8" , O:I> :><0=40 " 1@>18B8" T G0AB8=>N :><0=48 " 1@>18B8 ?0:5B><" , V 2 :><0=4V " 1@>18B8 ?0:5B><" T :V;L:0 :><0=4 " 1@>18B8" , 01> A0<0 :><0=40 " 1@>18B8" <VAB8BL ?><8;:C " E r r o r C o n f i g u r a t i o n " . # B0:><C @07V :;NG>25 A;>2> " E r r o r C o n f i g u r a t i o n " <0T 1CB8 G0AB8=>N ;8H5 :><0=48 " 1@>18B8 ?0:5B><" . g 5 240;>AO 7VAB028B8 ?0@0<5B@ " % { s t r P a r a m / } " , B><C I> =0 =L>3> 1C;> ?>A8;0==O C 2=CB@VH=L><C ?V428@07V. F 0@0<5B@ 25@H8=8 40=8E 4;O 70?8BC :>=25T@0 <0T =5?@028;L=89 B8? 40=8E. c 01>@8 @O4:V2 :>=25T@0 B0 =01>@8 @O4:V2, 2V4<V==V 2V4 :>=25T@0, =5 <>6CBL VA=C20B8 2 >4=><C 70?8BV. ) V4 G0A >1@>1:8 :>=25T@0 AB0;0AO ?><8;:0. @ VA;O 7025@H5==O >?5@0FVW >1@>1:8 :>=25T@0 >B@8<0=> =>289 70?8B. K ;0AB82VABL " % { s t r P r o p e r t y / } " =5 <>6=0 2:070B8 2 70?8BV 1V;LH5 >4=>3> @07C. ) !F5=0@V9 <VAB8BL 70O2C, O:0 =5 4>72>;5=0. ' " % { s t r T y p e / } " =5 @>7?V7=0=89 B8? 4VW. 6 5 240;>AO 7VAB028B8 4V0;5:B 70O28 G5@57 42>7=0G=VABL. � 5?@028;L=89 A8=B0:A8A 4;O >1 T:B0 I m p e r s o n a t i o n I n f o . /:I> 4;O >1 T:B0 I m p e r s o n a t i o n I n f o 28:>@8AB>2CTBLAO 7=0G5==O I m p e r s o n a t e A c c o u n t , 2;0AB82VABL " 1;V:>289 70?8A" =5 <>65 1CB8 ?CAB>N. � 5?@028;L=89 A8=B0:A8A 4;O >1 T:B0 I m p e r s o n a t i o n I n f o . =0G5==O 2;0AB82>ABV 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 ?V4B@8<CTBLAO 4;O 465@5; 40=8E. * < O ?V4:C10 2V4@V7=OTBLAO 2V4 V<5=V :C10. PAZ 5?@028;L=89 4V0;5:B 2;0AB82>ABV 70?8BC. @8?CAB8<V ;8H5 B0:V 7=0G5==O: M D X , D M X , D M , S Q L . 4 0@0<5B@8 ( F L A T T E N E D , T O P ) =5 4>72>;5=V 2 284V;5==V. . 2>@>B=0 A?5F8DV:0FVO V<5=V :C10 =5 4>72>;5=0. GV:C20;0AO ;8H5 >4=0 70O20. ' 0O20 =5 ?V4B@8<CTBLAO F8< V=B5@D59A><. - 0@07V 70O20 =5 ?V4B@8<CTBLAO V=B5@D59A>< O M . � 5?@028;L=89 A8=B0:A8A 4;O :><0=48 " 1@>18B8" . ;NG>25 A;>2> " D a t a s o u r c e " =5 <>65 2V4>1@060B8AO 2 :><0=4V " 1@>18B8" , O:I> :><0=40 " 1@>18B8" T G0AB8=>N :><0=48 " 1@>18B8 ?0:5B><" , V 2 :><0=4V " 1@>18B8 ?0:5B><" T :V;L:0 :><0=4 " 1@>18B8" , 01> :><0=40 " 1@>18B8" <VAB8BL 1C4L- O:V 7 =5A?V22V4=>A=8E 2V4><>AB59. # B0:><C @07V :;NG>25 A;>2> " D a t a s o u r c e " <0T 1CB8 G0AB8=>N ;8H5 :><0=48 " 1@>18B8 ?0:5B><" . � 5?@028;L=89 A8=B0:A8A 4;O :><0=48 " 1@>18B8" . ;NG>25 A;>2> " D a t a s o u r c e V i e w " =5 <>65 2V4>1@060B8AO 2 :><0=4V " 1@>18B8" , O:I> :><0=40 " 1@>18B8" T G0AB8=>N :><0=48 " 1@>18B8 ?0:5B><" , V 2 :><0=4V " 1@>18B8 ?0:5B><" T :V;L:0 :><0=4 " 1@>18B8" , 01> :><0=40 " 1@>18B8" <VAB8BL 1C4L- O:V 7 =5A?V22V4=>A=8E 2V4><>AB59. # B0:><C @07V :;NG>25 A;>2> " D a t a s o u r c e V i e w " <0T 1CB8 G0AB8=>N ;8H5 :><0=48 " 1@>18B8 ?0:5B><" . R #:070=89 AB>2?5FL =5 4>72>;5=89 C :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . X ;O 28@07C T O P 4>72>;5=89 ;8H5 >48= 28@07 ?>@O4:C 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . f >A8;0==O =0 AB>2?5FL, =5?@8?CAB8<5 2 :>=B5:ABV, 2V4>1@060TBLAO 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . C 8:;8: DC=:FVW 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } =5?@8?CAB8<89. P #:070=89 AB>2?5FL =5 7=0945=> 2 :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . M 8@07 :@0?:8 =5 4>72>;5=89 C :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . S $C=:FVN =5 <>6=0 28:>@8AB>2C20B8 2 :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . PAu 8H5 :>=AB0=B0, 28@065=0 =52V4 T<=8< FV;8< G8A;><, 4>72>;OTBLAO 4;O 28@07C T O P C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . _ 5G5==O G R O U P B Y =5 4>72>;OTBLAO 2 B8?V >?5@0B>@0 S E L E C T C @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . e # P C X A D I S C O V E R X M L AB>2?FV @>74V;C <VABOBL =5?@8?CAB8<V @O4:8 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . f # P C X A D I S C O V E R X M L :V;L:0 7=0G5=L >GV:CNBLAO 2 FL><C :>=B5:ABV 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . Y # X M L @57C;LB0BC P C X A D I S C O V E R AB>2?FV @>74V;C =01>@V2 @O4:V2 <VABOBL =5?@8?CAB8<V @O4:8. X 5 240;>AO 7=09B8 ;VG8;L=8: ?@>4C:B82=>ABV " % { s t r N a m e / } " . !8AB5<=0 ?><8;:0 % { E r r o r C o d e / } � ;O 28@07C S K I P 4>72>;OTBLAO ;8H5 FV;>G8A;>20 :>=AB0=B0, 2V4<V==0 2V4 =530B82=>W, C 4V0?07>=V [ 0 , 2 0 0 0 0 0 0 0 0 0 ] 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . g ><0=40 S K I P =5 4>72>;OTBLAO 2 B8?V 70O28 S E L E C T , I> 7=0E>48BLAO 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . | 5?@8?CAB8<0 70O20 70?8BC :>=25T@0. 0?8B =0 >1@>1:C :>=25T@0 <>65 2V4>1@060B8AO ;8H5 157?>A5@54=L> 2 70O2V E x e c u t e / C o m m a n d . � ;O 28@07C T O P 4>72>;OTBLAO ;8H5 FV;>G8A;>20 :>=AB0=B0, 2V4<V==0 2V4 =530B82=>W, C 4V0?07>=V [ 0 , 2 0 0 0 0 0 0 0 0 0 ] 2 @O4:C % d { L i n e / } AB>2?FO % d { C o l u m n / } . � V4 G0A 0=0;V7C =01>@C @O4:V2 AB0;0AO ?><8;:0. ;5<5=B " % { c o l n a m e / } " =5 2V4?>2V40T AB>2?FO< 01> @>74V;0<, 287=0G5=8< C AE5<V =01>@C @O4:V2. � V4 G0A 0=0;V7C AB0;0AO 2:070=0 40;V ?><8;:0 A8=B0:A8AC: =5?@8?CAB8<89 <0@:5@, @O4>: % d { L i n e / } , 7<VI5==O % d { C o l u m n / } , % s { T o k e n / } . N !B0;0AO B0:0 ?><8;:0 A8=B0:A8AC ?V4 G0A 0=0;V7C: =5?@8?CAB8<V 40=V B I N A R Y C E L L . T 5 240;>AL >=>28B8 =0AB@>N20=89 72545=89 ?0:5B 4;O 5;5<5=B0 70 4>?><>3>N A L T E R C U B E . Q ;5<5=B C e l l O r d i n a l =5 1C;> 2:070=> 4;O >4=VTW V7 :;VB8=>: C :><0=4V U p d a t e C e l l s . { 0?8B D I S C O V E R 7 >1<565==O< " M O D I F I E D A F T E R " ?5@5410G0T 707=0G5==O ?0@0<5B@0 D A T A B A S E I D V =5 <>65 ?>A8;0B8AO =0 V=HV >1 T:B8 � 5;5<5=BV 7=0945=> =5@>7?V7=0=89 B8? X S D " % { s t r X S I T y p e / } " , % { s t r Q N a m e / } , C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= % { s t r N S U R I / } ) C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � ;5<5=B " % { s t r Q N a m e / } " C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= " % { s t r N S U R I / } " ) =5 <>65 2V4>1@060B8AO 2 @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] , >A:V;L:8 10BL:V2AL:89 5;5<5=B C65 <VAB8BL 4>GV@=V9 5;5<5=B " % { s t r F i r s t C h i l d / } " . � ;5<5=B " % { s t r Q N a m e / } " C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= " % { s t r N S U R I / } " ) 2V4>1@060TBLAO :V;L:0 @07V2 C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � 1>2 O7:>289 5;5<5=B " % { s t r R e q u i r e d / } " 2V4ACB=V9 C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] / % { s t r Q N a m e / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= " % { s t r N S U R I / } " ) . I ><8;:0 0=0;V7C X M L C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } : % { s t r M e s s a g e / } . � ;5<5=B % { s t r Q N a m e / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= % { s t r N S U R I / } ) =5 <>65 2V4>1@060B8AO 2 @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . 7 % { s t r E n u m / } =5?@8?CAB8<5 7=0G5==O 4;O FL>3> 5;5<5=B0. " % { s t r E n u m / } " =5?@8?CAB8<5 ;>3VG=5 7=0G5==O. ;O 5;5<5=B0 " % { s t r Q N a m e / } " C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } 4>72>;ONBLAO ;8H5 7=0G5==O " VAB8=0" ( t r u e ) , " E81=VABL" ( f a l s e ) , 1 01> 0 ( ?@>ABV@ V<5= " % { s t r N S U R I / } " ) C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] ) . � 1>2 O7:>289 4>GV@=V9 5;5<5=B 2V4ACB=V9 C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] / % { s t r Q N a m e / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= " % { s t r N S U R I / } " ) . GV:C202AO >48= V7 5;5<5=BV2 % 1 [ % { s t r C h i l d / } % ] % [ , % { s t r C h i l d / } % ] . � ;5<5=B % { s t r Q N a m e / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= % { s t r N S U R I / } ) ?>H:>465=> 2 @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . � B@81CB % { s t r A t t r Q N a m e / } ( ?@>ABV@ V<5= % { s t r A t t r N S U R I / } ) 5;5<5=B0 % { s t r Q N a m e / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= % { s t r N S U R I / } ) =5 <>65 2V4>1@060B8AO 2 @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . "5:AB>289 2C7>; % { s t r T e x t / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } =5 <>65 2V4>1@060B8AO 2A5@548=V 5;5<5=B0 % { s t r Q N a m e / } ( ?@>ABV@ V<5= % { s t r N S U R I / } ) C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . &59 5;5<5=B <>65 <0B8 ;8H5 B5:AB>2V 2C7;8, I> <VABOBL @>74V;N20GV. � =0;V70B>@C D O M =5 240;>AO 7020=B068B8 B0 ?@>0=0;V7C20B8 ?>BV:. U R L - 04@5A0: " % { s t r U R L / } " @8G8=0: " % { s t r R e a s o n / } " 65@5;>: " % { s t r S o u r c e / } " . >;>65==O D09;C: % d { i F i l e P o s / } . O4>:: % d { i F i l e L i n e / } . � 5 240;>AO :>=25@BC20B8 7=0G5==O 2 B8? X S D , C:070=> B8? " % { s t r X S I T y p e / } " 2 5;5<5=BV % { s t r Q N a m e / } C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= % { s t r N S U R I / } ) C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] . P =0;V70B>@C D O M =5 240;>AO 7020=B068B8 B0 ?@>0=0;V7C20B8 D09; " % { s t r F i l e N a m e / } " . : 5 240;>AO :>=25@BC20B8 @O4>: " % { s t r i n g / } " C B8? % { t y p e / } . & 5?@8?CAB8<89 B8? 40=8E S X " % { t y p e / } " . & 0 2C7;V X M L =5<0T >GV:C20=>3> 2<VABC. � V4 G0A 0=0;V7C 5;5<5=B0 " % { s t r Q N a m e / } " C @O4:C % d { i L i n e / } AB>2?FO % d { i C o l / } ( ?@>ABV@ V<5= " % { s t r N S U R I / } " ) C @>74V;V % 1 [ % { s t r N a m e / } % ] % [ / % { s t r N a m e / } % ] AB0;0AO ?><8;:0. � V4 G0A 0=0;V7C 5;5<5=B0 " % { s t r E l e m e n t / } " AB0;0AO ?><8;:0 2 V=H><C ?@>AB>@V V<5= 287=0G5=> =5>GV:C20=89 ?@>ABV@ V<5= 4;O 5;5<5=B0. b V4 G0A 0=0;V7C 5;5<5=B0 " % { s t r E l e m e n t / } " AB0;0AO ?><8;:0 ?@>ABV@ V<5= 5;5<5=B0 =5?V4B@8<C20=89. T V4 G0A 0=0;V7C 5;5<5=B0 " % { s t r E l e m e n t / } " AB0;0AO ?><8;:0 5;5<5=B =5?V4B@8<C20=89. � V4 G0A 45A5@V0;V70FVW 28O2;5=> =5?V4B@8<C20=C 25@AVN 2?@>20465==O >1 T:B0 40=8E; :;0A >1 T:BV2 " % { o b j C l a s s / } " , V< O >1 T:B0 " % { o b j N a m e / } " . >6;82>N ?@8G8=>N T 2V4=>2;5==O =>2VH>W 25@AVW =0 AB0@><C A5@25@V. � V4 G0A 0=0;V7C D09;C <5B040=8E I M B I 7=0945=> =5>GV:C20=89 5;5<5=B " % { s t r E l e m e n t / } " . &59 5;5<5=B =5>GV:C20=89 C D09;0E <5B040=8E I M B I ; <>6;82>N ?@8G8=>N T ?>H:>465==O D09;C <5B040=8E. � >74V; R O L A P 7 V45=B8DV:0B>@>< N a m e = " % { n a m e / } " I d = " % { i d / } " =5 <>65 <0B8 718@0==O, AB2>@5=V =0 25@H8=V 28<V@V2 G0AC A5@25@0. 18@0==O ?@>?CI5=5. >74V; R O L A P 7 V45=B8DV:0B>@>< N a m e = " % { n a m e / } " I d = " % { i d / } " =5 <>65 <0B8 718@0==O =0 @V2=V ( a l l , a l l , . . . ) . 18@0==O ?@>?CI5=5. � >74V; M O L A P 7 V45=B8DV:0B>@>< N a m e = " % { n a m e / } " I d = " % { i d / } " =5 <>65 <0B8 718@0==O, AB2>@5=V =0 25@H8=V 28<V@C R O L A P , 70 28=OB:>< @V2=O ( a l l , a l l , . . . ) . 18@0==O ?@>?CI5=5. PA a 8O2;5=> =5>GV:C20=5 n u l l - 7=0G5==O 4;O AB>2?FO % d { c o l u m n / } , O:89 287=0G5=> O: 2V4<V==89 2V4 n u l l . i >7<V@ 7=0G5==O 40=8E C AB>2?FV " % { I W C o l u m n N a m e / } " B01;8FV " % { I W T a b l e N a m e / } " 7025;8:89 4;O FL>3> AB>2?FO. x 0@B@846 % { c a r t f i l e / } =5 287=0G0T A?8A>: ?V4B@8<C20=8E ?>AB0G0;L=8:V2, O:V 28:>@8AB>2CNBL 5;5<5=B m s s q l c r t : p r o v i d e r X M L . � 0@B@846 % { c a r t f i l e / } <VAB8BL V< O ?>AB0G0;L=8:0, =5?@8?CAB8<5 2 5;5<5=BV m s s q l c r t : p r o v i d e r . # FL><C 5;5<5=BV <>65 28:>@8AB>2C20B8AO ;8H5 >48= B5:AB>289 2C7>; X M L . � 0@B@846 AB2>@82 70O2C, O:0 =5?@8?CAB8<0, >A:V;L:8 1C;> AB2>@5=> :V;L:0 B5:AB>28E 70O2, 70O20 1C;0 =5?@028;L=>3> B8?C, 01> 1C;> AB2>@5=> :V;L:0 A?8A:V2 ?0@0<5B@V2. !B2>@5=0 70O20, O:0 1C;0 =5?@8?CAB8<>N: % { s t m t / } . L V;L:VABL 3@0=8G=8E ?0@0<5B@V2 =5 2V4?>2V40T :V;L:>ABV ?5@540=8E ?0@0<5B@V2. � 0@0<5B@ % { p a r a m / } ?5@51C20T 70 <560<8 ?@8?CAB8<>3> 4V0?07>=C ?0@0<5B@V2 4;O FVTW 70O28. ;O 70O28 7=0945=> =54>AB0B=L> ?0@0<5B@V2. PA� 4V9A=5=> A?@>1C >B@8<0B8 4>ABC? 4> 28EV4=>3> ?0@0<5B@0 01> 2EV4=>3> B0 28EV4=>3> ?0@0<5B@0. &V B8?8 ?0@0<5B@V2 =0@07V =5 ?V4B@8<CNBLAO. 6 5 240;>AL >B@8<0B8 2V4><>ABV ?@> V< O B0 25@AVN D B M S . 8 ;O 465@5;0 40=8E =5 1C;> 2:070=> 6>4=>3> ?>AB0G0;L=8:0. I 8O2;5=> B0:89 =5?V4B@8<C20=89 B8? 40=8E 1078 40=8E: D B T Y P E = % { d b t y p e / } . : 8O2;5=> B0:89 =5?V4B@8<C20=89 B8? 40=8E X M L : % { x m l t y p e / } . H !B>2?5FL " % d { c o l u m n / } " 7025;8:89 4;O FL>3> 5:75<?;O@0 A n a l y s i s S e r v i c e s . 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"@0AC20==O$ ;3>@8B< M i c r o s o f t L i n e a r R e g r e s s i o n & ;3>@8B< M i c r o s o f t L o g i s t i c R e g r e s s i o n = ;3>@8B< M i c r o s o f t T i m e S e r i e s 4>72>;OT 70O28 P R E D I C T I O N J O I N 7 $V;LB@C20==O =0 >A=>2V 40=8E 4;O <>45;59 718@0==O 40=8E+ >4V; :@0B=>ABV 4;O <>45;59 718@0==O 40=8E. 4 5@5E@5A=5 ?@>3=>7C20==O 4;O <>45;59 718@0==O 40=8E. >7B0HC20==O AE>28I0 1078 40=8EPA :;0AB8 01> 2V4 T4=0B8 DC=:FVN V4B@8<:0 107 40=8E R e a d O n l y $C=:FVO I m a g e S a v e / I m a g e L o a d 7 !;C610 A n a l y s i s S e r v i c e s C @568<V V=B53@0FVW S h a r e P o i n t , !;C610 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V E n t e r p r i s e C o r e E n t e r p r i s e C o r e , 6 4 - @>7@O4=0 "01;8G=5 ?>40==O V;L:0 @>74V;V2 @O<89 70?8B 5@A?5:B828 PA 8 "5@<V= >7=09><;5==O 7 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=C2. S K U =5?@8?CAB8<89. N $C=:FVO " % { f e a t u r e / } " =5 2:;NG5=0 C 25@AVN " % { s k u / } " A;C618 A n a l y s i s S e r v i c e s . I $C=:FVO " % { f e a t u r e / } " 2V4:;NG5=0 2;0AB82VABN :>=DV3C@0FVW " % { p r o p e r t y / } " . � 8O2;5=> ?>@CH5==O S K U . 0728G09 F5 2:07CT =0 A?@>1C 28:>@8AB0B8 DC=:FVW 7 ?>?5@54=L>W 25@AVW S K U ?@>4C:BC, O:V <>6=0 28:>@8AB>2C20B8 ;8H5 =0 =>28E 25@AVOE S K U . � 5@528I5=> <0:A8<0;L=C :V;L:VABL @>74V;V2 C 3@C?V ?>:07=8:V2. =AB0;L>20=0 25@AVO A5@25@0 4>72>;OT =5 1V;LH5 3 @>74V;V2 V =5 1V;LH5 1 @>74V;C 2V4=>2;5==O. k &N 25@AVN A;C618 A n a l y s i s S e r v i c e =5 <>6=0 70?CA:0B8 2 :V;L:>E 3@C?0E ?@>F5A>@0 01> =0 ?>=04 6 4 ?@>F5A>@0E. ` &59 28?CA: A;C61 0=0;V7C S Q L S e r v e r A n a l y s i s S e r v i c e s =5 ?V4B@8<CT B01;8FV 7 :V;L:><0 @>74V;0<8. U &59 28?CA: A;C61 0=0;V7C S Q L S e r v e r A n a l y s i s S e r v i c e s =5 ?V4B@8<CT @568< D i r e c t Q u e r y . PAO &59 28?CA: A;C61 0=0;V7C S Q L S e r v e r A n a l y s i s S e r v i c e s =5 ?V4B@8<CT ?5@A?5:B828. PA � 1 T:B " >=B5:AB" =5 <>6=0 28:>@8AB>2C20B8, >A:V;L:8 2V4ACB=V9 4>ABC?=89 :>=B5:AB A5@25@0. &5 70728G09 B@0?;OTBLAO, >A:V;L:8 <>45;L >1 T:B0 A d o m d S e r v e r =5 28:>@8AB>2CTBLAO C 715@565=V9 ?@>F54C@V. � ;0AB82VABL C u r r e n t C u b e 2 >1 T:BV " >=B5:AB" =5 <>6=0 28:>@8AB>2C20B8, >A:V;L:8 2V4ACB=V9 4>ABC?=89 :>=B5:AB :C10. &5 70728G09 B@0?;OTBLAO, >A:V;L:8 715@565=0 ?@>F54C@0 =5 28:;8:0TBLAO 2 70?8BV M D X / S Q L 4> :C10. F ?5@0FVO 4>72>;OTBLAO ;8H5 2 :>=B5:ABV V=AB@C:FVW C A L L G8 70?8BC J S O N . n 1> >1 T:B 7 C=V:0;L=8< V<5=5< " % { u n i q u e n a m e / } " =5 VA=CT, 01> :>@8ABC20G =5 <0T 4>72>;V2 =0 4>ABC? 4> >1 T:B0. � >45;L >1 T:B0 =5 ?@89<0T 28:;8:8 2V4 ?>B>:V2, 2V4<V==8E 2V4 A5@25@0. &5 70728G09 B@0?;OTBLAO, >A:V;L:8 <>45;L >1 T:B0 A d o m d S e r v e r =5 28:>@8AB>2CTBLAO C 715@565=V9 ?@>F54C@V. � >45;L >1 T:B0 =5 <>6=0 28:>@8AB>2C20B8, >A:V;L:8 2V4ACB=V9 4>ABC?=89 :>=B5:AB A50=AC. &5 70728G09 B@0?;OTBLAO, >A:V;L:8 <>45;L >1 T:B0 A d o m d S e r v e r =5 28:>@8AB>2CTBLAO C 715@565=V9 ?@>F54C@V. � >:0;L=5 ?V4:;NG5==O =54>ABC?=5. &5 70728G09 B@0?;OTBLAO, >A:V;L:8 <>45;L >1 T:B0 A d o m d S e r v e r =5 28:>@8AB>2CTBLAO C 715@565=V9 ?@>F54C@V. PA ?5@0FVN 28:>=0=> CA?VH=>.
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V4 G0A ?>HC:C 01> >1@>1;5==O 2C7;0 " % { n o d e / } " AB0;0AO ?><8;:0. _ V4 G0A 284>1C20==O D09;C " % { d b _ x m l _ f i l e / } " 7 6C@=0;C 2V4 T4=0==O AB0;0AO ?><8;:0 22>4C- 282>4C. � 5 240;>AO 2:;0AB8 107C 40=8E, >A:V;L:8 AB0;0AO ?><8;:0 ?V4 G0A 7020=B065==O 6C@=0;C 2V4 T4=0==O 7 D09;C " % { d b _ d e t a c h _ l o g / } " . 4=VTN 7 <>6;828E ?@8G8= T B5, I> 1070 40=8E C65 ?@8:@V?;5=0 2 @568<V R e a d W r i t e 4> V=H>3> 5:75<?;O@0 A5@25@0. � 5 240;>AO 2:;0AB8 107C 40=8E, >A:V;L:8 2>=0 2V4 T4=0=0 2V4 A5@25@0 7 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 ?>B>G=89 A5@25@ <0T 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 / } . � 5 240;>AO 2:;0AB8 107C 40=8E, >A:V;L:8 2>=0 2V4 T4=0=0 2V4 A5@25@0 7 E n a b l e X M L M e t a d a t a = % d { B L S e t / } , 0 ?>B>G=89 A5@25@ <0T E n a b l e X M L M e t a d a t a = % d { C S S e t / } . � 5 240;>AO 2:;0AB8 107C 40=8E, >A:V;L:8 2>=0 2V4 T4=0=0 2V4 A5@25@0 7 E n a b l e C o m p r e s s i o n = % d { B L S e t / } , 0 ?>B>G=89 A5@25@ <0T E n a b l e C o m p r e s s i o n = % d { C S S e t / } . PAy 0?:0 1078 40=8E " % { d e t a c h _ l o g _ l o c a t i o n / } " =5 VA=CT, =04B> 4>230 01> <VAB8BL A8<2>;8, O:V =5?@8?CAB8<V 01> 70@575@2>20=V. ) 0?:0 1078 40=8E " % { f i l e n a m e / } " =5 VA=CT. � 5 240;>AO AB2>@8B8 107C 40=8E 7 V45=B8DV:0B>@>< " % { d b i d / } " 7 ?0@0<5B@>< R e a d W r i t e M o d e , 4;O O:>3> 2AB0=>2;5=> 7=0G5==O R e a d O n l y . 07C 40=8E <>6=0 AB2>@8B8 ;8H5 2 @568<V R e a d W r i t e . � 5 240;>AO 7<V=8B8 107C 40=8E 7 V45=B8DV:0B>@>< " % { d b i d / } " 7 R e a d W r i t e =0 R e a d O n l y 01> =02?0:8. 5 240;>AO 7<V=8B8 2;0AB82VABL R e a d W r i t e M o d e 70 4>?><>3>N :><0=48 " <V=8B8" . C 0?:0 1078 40=8E, C:070=0 2 :><0=4V " :;0AB8" , =5 <>65 1CB8 ?CAB>N. � 5 240;>AO 2:;0AB8 107C 40=8E, >A:V;L:8 AB0;0AO ?><8;:0 ?V4 G0A 7020=B065==O 6C@=0;C 2V4 T4=0==O 7 D09;C " % { f i l e n a m e / } " . 4=VTN 7 <>6;828E ?@8G8= T B5, I> 1070 40=8E C65 ?@8:@V?;5=0 2 @568<V R e a d W r i t e 4> V=H>3> 5:75<?;O@0 A5@25@0. � $C=:FVW 2:;045==O B0 2V4 T4=0==O =5 ?V4B@8<CNBLAO 21C4>20=8< >1@>1=8:>< A;C618 A n a l y s i s S e r v i c e s , 70?CI5=8< C B01;8G=><C @568<V. J V4=>A=89 H;OE 4> D09;C =5 ?V4B@8<CTBLAO 4;O 2V4 T4=0=8E ?0?>: 1078 40=8E. @ 0?8B8 =5 4>72>;ONBLAO 2 @0<:0E 0:B82=8E B@0=70:FV9 70?8AC20==O. o 5 240;>AO 2V4 T4=0B8 107C 40=8E. !B0;0AO ?><8;:0 ?V4 G0A 715@565==O D09;C 6C@=0;C 2V4 T4=0==O " % { f i l e n a m e / } " . � 5 240;>AO 2V4 T4=0B8 107C 40=8E, 1> ?V4 G0A @5?;V:0FVW 1078 40=8E " % { d a t a b a s e / } " 4> A?V;L=>3> <VAFO 715@V30==O AB0;0AO ?><8;:0. ~ 5 240;>AO 2V4 T4=0B8 107C 40=8E, 1> AB0= A8=E@>=V70FVW 70?8AC ?>B>G=>W >?5@0FVW 4;O 1078 40=8E " % { d a t a b a s e / } " =5?@8?CAB8<89. 5 240;>AO 2V4 T4=0B8 107C 40=8E, 1> =5 7=0945=> 6>4=>3> 70?8AC >?5@0FVW 4;O ?>B>G=>W A8=E@>=V70FVW 1078 40=8E " % { d a t a b a s e / } " . N 5 240;>AO 2V4 T4=0B8 107C 40=8E " % { d a t a b a s e / } " G5@57 =5:;0A8DV:>20=C ?><8;:C. X 5 240;>AO 2V4 T4=0B8 107C 40=8E " % { d a t a b a s e / } " , 1> 28G5@?0=> G0A >GV:C20==O @5?;V:0FVW. s 5 240;>AO 2V4 T4=0B8 107C 40=8E " % { d a t a b a s e / } " G5@57 :>=D;V:B C AE>28IV B L O B - >1 T:BV2 ?V4 G0A >?5@0FVW :>?VN20==O. 5 240;>AO 2V4 T4=0B8 107C 40=8E " % { d a t a b a s e / } " G5@57 =5?@8?CAB8<89 70?8B ?V4 G0A >?5@0FVW :>?VN20==O 4> AE>28I0 B L O B - >1 T:BV2. � 5 240;>AO 2V4 T4=0B8 107C 40=8E " % { d a t a b a s e / } " , 1> =5 7=0945=> B L O B - >1 T:B ?V4 G0A >?5@0FVW :>?VN20==O 4> AE>28I0 B L O B - >1 T:BV2. � 5 240;>AO 2V4 T4=0B8 107C 40=8E " % { d a t a b a s e / } " G5@57 ?><8;:C " 01>@>=5=>" ?V4 G0A >?5@0FVW :>?VN20==O 4> AE>28I0 B L O B - >1 T:BV2. � V4 G0A >?5@0FVW 2:;045==O 7 ?0@0<5B@>< A l l o w O v e r w r i t e = t r u e <8 =5 7=09H;8 AB0B8G=>W 1078 40=8E, O:0 1 2V4?>2V40;0 V<5=V B0 V45=B8DV:0B>@C 1078 40=8E V7 6C@=0;C 2V4 T4=0==O. � ?5@0FVO 2:;045==O 7 ?0@0<5B@>< A l l o w O v e r w r i t e = t r u e 4;O =0O2=>W 1078 40=8E ?V4B@8<CTBLAO BV;L:8 4;O 107 40=8E 7 C:070=>N 2;0AB82VABN D B S t o r a g e L o c a t i o n . ;O =0O2=>W 1078 40=8E " % { n a m e / } " =5 2:070=> 2;0AB82VABL D B S t o r a g e L o c a t i o n . � ?5@0FVO 2:;045==O 7 ?0@0<5B@>< A l l o w O v e r w r i t e = t r u e 4;O =0O2=>W 1078 40=8E ?V4B@8<CTBLAO BV;L:8 4;O 107 40=8E 7 C:070=>N 2;0AB82VABN D B S t o r a g e L o c a t i o n . :;040TBLAO 1070 40=8E " % { n a m e / } " 157 C:070=>W 2;0AB82>ABV D B S t o r a g e L o c a t i o n . � ?5@0FVO 2:;045==O 7 ?0@0<5B@>< A l l o w O v e r w r i t e = t r u e 4;O =0O2=>W 1078 40=8E ?V4B@8<CTBLAO BV;L:8 4;O B01;8G=8E 107 40=8E 7V 7=0G5==O< C o m p a t i b i l i t y L e v e l =5 <5=H5 1 2 0 0 . 0O2=0 1070 40=8E " % { n a m e / } " =5 B01;8G=0 01> <0T =86G5 7=0G5==O C o m p a t i b i l i t y L e v e l . ?5@0FVO 2:;045==O 7 ?0@0<5B@>< A l l o w O v e r w r i t e = t r u e 4;O =0O2=>W 1078 40=8E ?V4B@8<CTBLAO BV;L:8 4;O B01;8G=8E 107 40=8E 7V 7=0G5==O< C o m p a t i b i l i t y L e v e l =5 <5=H5 1 2 0 0 . 070 40=8E " % { n a m e / } " , I> 2:;040TBLAO, =5 B01;8G=0 01> <0T =86G5 7=0G5==O C o m p a t i b i l i t y L e v e l . h #65 2:;045=> 107C 40=8E " % { n a m e / } " 7 V45=B8G=8<8 ?0@0<5B@0<8 D B S t o r a g e L o c a t i o n V P e r s i s t L o c a t i o n V e r s i o n . � V4 G0A @>1>B8 A;C61>2>W ?@>3@0<8 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 ) AB02AO B0:89 28=OB>:: % 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 � ;0AB82>ABV S h a r e P o i n t C :><0=4V 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 B0 I m a g e U n i q u e I d ?>28==V 2:07C20B8AO @07>< 01> =5 2:07C20B8AO 27030;V. � ;O 2;0AB82>ABV I m a g e P a t h :><0=48 I m a g e L o a d =5 4>72>;OTBLAO 6>4=89 H;OE H T T P ; ?V4B@8<CNBLAO ;8H5 01A>;NB=89 U N C B0 ;>:0;L=V H;OE8. 2 0@>;L 2 I m a g e L o a d : R E S E R V E D . N O T Y E T I M P L E M E N T E D . W $09;, 715@565=89 C @568<V " % { F r o m M o d e / } " , =5 240;>AO 7020=B068B8 2 @568<V " % { T o M o d e / } " . ` ><0=40 I m a g e S a v e 7 D a t a = f a l s e 4>72>;OTBLAO ;8H5 2 1070E 40=8E 7 C:070=>N 2;0AB82VABN I m a g e P a t h . 2 0@>;L 2 I m a g e S a v e : R E S E R V E D . N O T Y E T I M P L E M E N T E D . � 0 A5@25@V 4>ABC?=0 =>2VH0 25@AVO FL>3> 4>:C<5=B0. )>1 28:>@8AB0B8 F59 4>:C<5=B, 2V4:@89B5 >AB0==N 25@AVN. 815@VBL V=H5 V< O 01> @>7B0HC20==O, I>1 715@53B8 ?>B>G=89 D09;. @ $09; E x c e l " % { F r o m F i l e / } " =5 VA=CT. ><0=4C I m a g e S a v e ?5@5@20=>. = ;O FVTW :><0=48 =5>1EV4=V 4>72>;8 04<V=VAB@0B>@0 =0 A5@25@V. = ;O FVTW :><0=48 =5>1EV4=V 4>72>;8 04<V=VAB@0B>@0 =0 A5@25@V. H &O :><0=40 28<030T <0@:5@0 ?V4 G0A 715@565==O D09;C 4> H;OEC S h a r e P o i n t . J &O :><0=40 28<030T <0@:5@0 ?V4 G0A 7020=B065==O D09;C 7V H;OEC S h a r e P o i n t . H ><0=4V =5 240;>AO 2:070B8 <0@:5@ ?V4 G0A 715@565==O D09;C 4> H;OEC U N C . J ><0=4V =5 240;>AO 2:070B8 <0@:5@ ?V4 G0A 7020=B065==O D09;C 7V H;OEC U N C . k ><0=40 I m a g e L o a d ?V4B@8<CT 7020=B065==O 40=8E ;8H5 7 D09;V2 E x c e l , @>7H8@5==O< D09;C <>65 1CB8 ;8H5 . X L S ? . = ;O FVTW :><0=48 =5>1EV4=V 4>72>;8 04<V=VAB@0B>@0 =0 A5@25@V. E ><0=40 C l o n e D a t a b a s e =5 ?V4B@8<CTBLAO 4;O AF5=0@VW2 ;>:0;L=8E :C1V2. = ><0=40 C l o n e D a t a b a s e =5 ?>AB0G0TBLAO 2 P o w e r P i v o t 4;O E x c e l . q 5 <>6=0 28:>@8AB>2C20B8 ?>A8;0==O =0 >1 T:B B0 V< O D a t a b a s e N a m e @07><. !;V4 C:070B8 ;8H5 >48= V7 F8E 5;5<5=BV2. > # :><0=4V I m a g e S a v e =5 2:070=> =V D a t a b a s e N a m e , =V D a t a b a s e I d . = ;O FVTW :><0=48 =5>1EV4=V 4>72>;8 04<V=VAB@0B>@0 =0 A5@25@V. c ><0=4C I m a g e L o a d =5 <>6=0 28:>=0B8 4;O 2V440;5=>3> AE>28I0 7 28:>@8AB0==O< >1<565=>3> ?V4:;NG5==O. ^ ><0=4C I m a g e S a v e =5 <>6=0 28:>=C20B8 AB>A>2=> 2V440;5=>3> AE>28I0 G5@57 >1<565=5 ?V4:;NG5==O. Q ><0=4C I m a g e S a v e =5 <>6=0 =0FV;N20B8 =0 ?>BV: G5@57 04<V=VAB@0B82=5 ?V4:;NG5==O. � ><0=48 I m a g e L o a d B0 I m a g e S a v e ?V4B@8<CNBL 7020=B065==O 01> 715@V30==O 40=8E 4;O D09;V2 E x c e l , P B I D e s k t o p G8 Z I P . @8?CAB8<V BV;L:8 B0:V @>7H8@5==O D09;C: X L S ? , P B I X V Z I P . C ><8;:0 >?5@0FVW I m a g e L o a d G5@57 ?><8;:C >1;V:>2>3> 70?8AC AE>28I0. B ><8;:0 >?5@0FVW I m a g e L o a d G5@57 ?>H:>465=89 2V4?>2V4=89 D09; A B F . PA ( >7?>G0B> >1@>1:C B01;8FV " % { s t r N a m e / } " . ( 1@>1:C B01;8FV " % { s t r N a m e / } " 7025@H5=>. 6 >7?>G0B> G8B0==O 40=8E 4;O B01;8FV " % { I M B I T a b l e I d / } " . , '8B0==O 40=8E 4;O B01;8FV " % { I M B I T a b l e I d / } " . 6 025@H5=> G8B0==O 40=8E 4;O B01;8FV " % { I M B I T a b l e I d / } " . Q >7?>G0B> 0=0;V7 V :>4C20==O A53<5=B0 % d { s e g m e n t / } 4;O B01;8FV " % { I M B I T a b l e I d / } " . Q =0;V7 V :>4C20==O A53<5=B0 % d { s e g m e n t / } 4;O B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=>. c >7?>G0B> AB8A=5==O A53<5=B0 % d { s e g m e n t / } AB>2?FO " % { I M B I C o l u m n I d / } " 4;O B01;8FV " % { I M B I T a b l e I d / } " . c 025@H5=> AB8A=5==O A53<5=B0 % d { s e g m e n t / } AB>2?FO " % { I M B I C o l u m n I d / } " 4;O B01;8FV " % { I M B I T a b l e I d / } " . I >7?>G0B> AB2>@5==O B0 ?V43>B>2:C 72 O7:V2 4;O B01;8FV " % { I M B I T a b l e I d / } " . I 025@H5=> AB2>@5==O B0 ?V43>B>2:C 72 O7:V2 4;O B01;8FV " % { I M B I T a b l e I d / } " . H >7?>G0B> AB8A:0==O 4;O A53<5=B0 % d { s e g m e n t / } B01;8FV " % { I M B I T a b l e I d / } " . � !B8A:0==O 4;O A53<5=B0 " % d { s e g m e n t / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=> 70 B0:C :V;L:VABL :@>:V2: " % d { s t e p s / } " . #AL>3> >1G8A;5=> :;0AB5@V2: " % d { c l u s t e r s / } " . 8:>=0==O 1C;> >1<565=5 2 G0AV. � !B8A:0==O 4;O A53<5=B0 " % d { s e g m e n t / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=> 70 B0:C :V;L:VABL :@>:V2: " % d { s t e p s / } " . #AL>3> >1G8A;5=> :;0AB5@V2: " % d { c l u s t e r s / } " . 8:>=0==O =5 1C;> >1<565=5 2 G0AV. T >7?>G0B> >1@>1:C @>7<VB:8 4;O AB>2?FO " % { I M B I C o l u m n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . T 1@>1:C @>7<VB:8 4;O AB>2?FO " % { I M B I C o l u m n I d / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=>. >7?>G0B> 7020=B065==O. 020=B065==O 7025@H5=>. ><8;:0 7020=B065==O. ! >7?>G0B> 7020=B065==O <5B040=8E. ! 020=B065==O <5B040=8E 7025@H5=>. ><8;:0 7020=B065==O <5B040=8E. >7?>G0B> 7020=B065==O 40=8E. 020=B065==O 40=8E 7025@H5=>. ><8;:0 7020=B065==O 40=8E. & >7?>G0B> ?>40;LH5 7020=B065==O 40=8E. & 025@H5=> ?>40;LH5 7020=B065==O 40=8E. & ><8;:0 ?>40;LH>3> 7020=B065==O 40=8E. � !B>2?5FL " % { I W C o l u m n N a m e / } " C B01;8FV " % { I W T a b l e N a m e / } " <VAB8BL ?>2B>@N20=5 7=0G5==O " % { v a l u e / } " , 0 F5 =5 4>72>;OTBLAO 4;O AB>2?FV2 =0 >4=><C 1>FV 72 O7:C " 1030B> 4> >4=>3>" 01> 4;O AB>2?FV2, I> 28:>@8AB>2CNBLAO O: ?5@28==89 :;NG B01;8FV. � !B>2?5FL " % { I W C o l u m n N a m e / } " C B01;8FV " % { I W T a b l e N a m e / } " <VAB8BL ?CABV 7=0G5==O, 0 F5 =5 4>72>;OTBLAO 4;O AB>2?FV2 =0 >4=><C 1>FV 72 O7:C " 1030B> 4> >4=>3>" 01> 4;O AB>2?FV2, I> 28:>@8AB>2CNBLAO O: ?5@28==89 :;NG B01;8FV. % { q u e r y / } % { q u e r y / } { >2B>@=5 :>4C20==O AB>2?FO " % { I M B I C o l u m n I d / } " B01;8FV " % { I M B I T a b l e I d / } " : ?5@5EV4 4> A;>2=8:0 7=0G5=L 7 >=>2;5=>N 25;8G8=>N. g >2B>@=5 :>4C20==O AB>2?FO " % { I M B I C o l u m n I d / } " B01;8FV " % { I M B I T a b l e I d / } " : ?5@5EV4 4> A;>2=8:0 35HC20==O. W 025@H5=> ?5@5EV4 4> A;>2=8:0 4;O AB>2?FO " % { I M B I C o l u m n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . PA J >7?>G0B> >1@>1:C @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . J 025@H5=> >1@>1:C @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . V=0@=V 40=V� 65@5;> 4;O 1V=0@=>3> B8?C 40=8E ?5@528ICT @>7<V@, C:070=89 C 2;0AB82>ABV D a t a S i z e ?V4 G0A 287=0G5==O AB>2?FO. # AB>2?FV 2AB0=>2;5=> ?CAB5 7=0G5==O. W >7?>G0B> 7G8BC20==O 40=8E 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . M G8BC20==O 40=8E 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . W G8BC20==O 40=8E 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=>. � >7?>G0B> AB8A:0==O A53<5=B0 % d { s e g m e n t / } AB>2?FO " % { I M B I C o l u m n I d / } " 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . � !B8A:0==O A53<5=B0 % d { s e g m e n t / } AB>2?FO " % { I M B I C o l u m n I d / } " 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=>. f >7?>G0B> AB8A:0==O 4;O A53<5=B0 % d { s e g m e n t / } @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . � !B8A:0==O 4;O A53<5=B0 " % d { s e g m e n t / } " @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=> 70 B0:C :V;L:VABL :@>:V2: " % d { s t e p s / } " . #AL>3> >1G8A;5=> :;0AB5@V2: " % d { c l u s t e r s / } " . 8:>=0==O 1C;> >1<565=5 2 G0AV. � !B8A:0==O 4;O A53<5=B0 " % d { s e g m e n t / } " @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=> 70 B0:C :V;L:VABL :@>:V2: " % d { s t e p s / } " . #AL>3> >1G8A;5=> :;0AB5@V2: " % d { c l u s t e r s / } " . 8:>=0==O =5 1C;> >1<565=5 2 G0AV. o >7?>G0B> 0=0;V7 V :>4C20==O A53<5=B0 % d { s e g m e n t / } 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " . o =0;V7 V :>4C20==O A53<5=B0 % d { s e g m e n t / } 4;O @>74V;C " % { I M B I P a r t i t i o n I d / } " B01;8FV " % { I M B I T a b l e I d / } " 7025@H5=>. % { q u e r y / } % { q u e r y / } % { q u e r y / } % { q u e r y / } % { q u e r y / } % { q u e r y / } Q "@820T ?5@52V@:0 C73>465=>ABV 4;O 1078 40=8E " % { d b / } " . B0?: ?>?5@54=O ?5@52V@:0. PA Q "@820T ?5@52V@:0 C73>465=>ABV 4;O B01;8FV " % { t a b l e / } " . B0?: ?>?5@54=O ?5@52V@:0. O "@820T ?5@52V@:0 C73>465=>ABV 4;O AB>2?FO " % { c o l / } " . B0?: ?>?5@54=O ?5@52V@:0. H 5@52V@:0 C73>465=>ABV 1078 40=8E " % { d b / } " . B0?: 7025@H0;L=0 ?5@52V@:0. S "@820T ?5@52V@:0 C73>465=>ABV 4;O B01;8FV " % { t a b l e / } " . B0?: 7025@H0;L=0 ?5@52V@:0. Q "@820T ?5@52V@:0 C73>465=>ABV 4;O AB>2?FO " % { c o l / } " . B0?: 7025@H0;L=0 ?5@52V@:0. P $C=:FVO 4>ABC?=0, ;8H5 :>;8 A;C610 A n a l y s i s S e r v i c e s ?@0FNT 2 B01;8G=><C @568<V. M $C=:FVO =54>ABC?=0, :>;8 A;C610 A n a l y s i s S e r v i c e s ?@0FNT 2 B01;8G=><C @568<V. E 45=B8DV:0B>@ B01;8FV " % { I M B I T a b l e I d / } " =5 7=0945=> 2 ?>B>G=V9 AE5<V. T @C?0 ?>:07=8:V2 " % { n a m e / } " =5 <0T A0<5 >4=>3> @54C:>20=>3> 28<V@C 3@C?8 ?>:07=8:V2. u 5 240;>AO AB2>@8B8 B01;8FN " % { I W T a b l e N a m e / } " , >A:V;L:8 AB>2?5FL " % { I W C o l u m n N a m e / } " ?@82 O7CTBLAO 4> B8?C 40=8E B L O B . s 5 240;>AO AB2>@8B8 V< O B01;8FV " % { I W T a b l e N a m e / } " , >A:V;L:8 2>=> ?@82 O7CTBLAO 4> :V;L:>E B01;8FL C 465@5;V 40=8E. H < O AB>2?FO " % { I W C o l u m n N a m e / } " =5 7=0945=> 2 B01;8FV " % { I W T a b l e N a m e / } " . b 5<0T 21C4>20=>W VT@0@EVW, ?>2 O70=>W 7 B01;8F5N " % { I W T a b l e N a m e / } " B0 AB>2?F5< " % { I W C o l u m n N a m e / } " . h 1C4>20=C VT@0@EVN, ?>2 O70=C 7 B01;8F5N " % { I W T a b l e N a m e / } " B0 AB>2?F5< " % { I W C o l u m n N a m e / } " , =5 >1@>1;5=>. P !;C610 A n a l y s i s S e r v i c e s C B01;8G=><C @568<V =5 ?V4B@8<CTBLAO =0 ?;0BD>@<V I A 6 4 . [ V4 G0A 7020=B065==O B01;8FV " % { I W T a b l e N a m e / } " D09;C " % { s t r P a r t F i l e N a m e / } " AB0;0AO ?><8;:0. � V4 G0A 7020=B065==O <5B040=8E B01;8FV 2C7;0 " % { n o d e n a m e / } " AB0;0AO ?><8;:0. >6;82V ?@8G8=8: =5?@028;L=89 B8? x s i : t y p e , C:070=89 C FL><C 2C7;V, 2V4ACB=V 01> =5?@028;L=> 2:070=V 5;5<5=B8 x m l n s . � V4 G0A 7020=B065==O <5B040=8E B01;8FV AB0;0AO ?><8;:0. >6;82V ?@8G8=8: 2V4ACB=O 01> =5?@028;L=> 2:070=0 2;0AB82VABL C 2C7;V X M O b j e c t . � V4 G0A 7020=B065==O <5B040=8E B01;8FV AB0;0AO ?><8;:0. >6;82V ?@8G8=8: =52V4><5 V< O :;0AC " % { s t r C l a s s N a m e / } " , C:070=5 4;O >1 T:B0 " % { s t r O b j e c t N a m e / } " . � V4 G0A 7020=B065==O <5B040=8E B01;8FV AB0;0AO ?><8;:0. >6;82V ?@8G8=8: =52V4><5 V< O :;0AC " % { s t r C l a s s N a m e / } " , C:070=5 4;O >1 T:B0 " % { s t r O b j e c t N a m e / } " . { V4 G0A 7020=B065==O 40=8E B01;8FV AB0;0AO ?><8;:0. >6;820 ?@8G8=0: ?>H:>465=89 D09; 40=8E 4;O >4=>3> 7V AB>2?FV2 B01;8FV. � V4 G0A 7020=B065==O 40=8E B01;8FV AB0;0AO ?><8;:0. >6;820 ?@8G8=0: ?>H:>465=89 D09; 40=8E AE>28I0 @O4:V2 4;O >4=>3> 7V AB>2?FV2 B01;8FV. � V4 G0A 7020=B065==O 40=8E B01;8FV AB0;0AO ?><8;:0. >6;820 ?@8G8=0: ?>H:>465=89 D09; 40=8E AE>28I0 20@V0=BV2 4;O >4=>3> 7V AB>2?FV2 B01;8FV. y "8? ?@>F5AC, C:070=89 4;O " % { n a m e / } " % { t y p e n a m e / } , =5?@8?CAB8<89, O:I> A;C610 A n a l y s i s S e r v i c e s ?@0FNT 2 @568<V V e r t i P a q . m 5 240;>AL >1@>18B8 >1 T:B " % { n a m e / } " % { t y p e n a m e / } , :>;8 A;C610 A n a l y s i s S e r v i c e s ?@0FNT 2 B01;8G=><C @568<V. P "8? 40=8E 4;O AB>2?FO " % { I W C o l u m n N a m e / } " =5 ?V4B@8<CTBLAO. D B T Y P E = % d { d b t y p e / } . \ 5 240;>AO AB2>@8B8 AE5<C V e r t i P a q " % { s t r S c h e m a N a m e / } " 2 >1@>1=8:C, >A:V;L:8 2>=0 265 VA=CT. U !E5<0 V e r t i P a q " % { s t r S c h e m a N a m e / } " =5 VA=CT 01> C 20A =5<0T 4>72>;C =0 4>ABC? 4> =5W. X !50=AC V e r t i P a q =5 240;>AO 28:>=0B8 70?8B0=C >?5@0FVN, >A:V;L:8 =5 281@0=> 6>4=>W AE5<8. C >2B>@N20=89 >A=>2=89 :;NG, 287=0G5=89 C B01;8FV " % { I M B I T a b l e I d / } " . @ V4ACB=V9 >A=>2=89 :;NG, 287=0G5=89 C B01;8FV " % { I W T a b l e N a m e / } " . E # B01;8FV " % { I W T a b l e N a m e / } " ?>B@V1=> 287=0G8B8 ?@8=09<=V >48= @>74V;. � 5 240;>AO AB2>@8B8 72 O7>: B01;8FV " % { m g n a m e / } " 7 B01;8F5N " % { d e g d i m n a m e / } " , >A:V;L:8 AB>2?5FL " % { a t t r i b u t e n a m e / } " C B01;8FV " % { p k d i m n a m e / } " <VAB8BL ?>2B>@N20=V 7=0G5==O. ; 5 7=0945=> 72 O7>: " % { n a m e / } " C B01;8FV " % { I W T a b l e N a m e / } " . ? 070 40=8E V e r t i P a q " % { n a m e / } " =5 <>65 <0B8 1V;LH5 >4=>3> :C10. PA� ;0AB82VABL V e r t i P a q " % { I W C o l u m n N a m e / } " <0T 1CB8 ?@82 O70=> 4> B01;8FV G5@57 ?5@28==89 :;NG B01;8FV 9 BV;L:8 G5@57 =L>3>. !B>2?FV =5 <>6CBL <0B8 1V;LH5 >4=>3> 72 O7C20==O :;NG0. 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A @C?0 <V@ % { p a r e n t T y p e / } " % { n a m e / } " <>65 <0B8 BV;L:8 >48= @>74V;. � # 72 O7:0E V7 B01;8F5N ?>A8;0=L " % { r e f d i m n a m e / } " 4;O 2;0AB82>ABV " 0B5@V0;V70FVO" ?>B@V1=> 2AB0=>28B8 7=0G5==O " 28G09=0" , >A:V;L:8 ?@><V6=89 28<V@ " % { d i m n a m e / } " ?>A8;0TBLAO 157?>A5@54=L> =0 107>2C B01;8FN. � @82 O7:0 4;O ?>:07=8:0 V e r t i P a q " % { n a m e / } " C 3@C?V ?>:07=8:V2 " % { m g n a m e / } " =5?@8?CAB8<0, >A:V;L:8 2>=0 =5 71V30TBLAO 7 6>4=>N ?@82 O7:>N 2;0AB82>ABV 28<V@C D0:BC " % { d i m n a m e / } " . � 18@0==O 4;O ?>:07=8:0 " % { n a m e / } " C 3@C?V ?>:07=8:V2 " % { m g n a m e / } " =5 ?V4B@8<CTBLAO 2 @568<V V e r t i P a q . V4B@8<C20=V 718@0==O: S U M , M I N , M A X V C O U N T . � ><8;:0 >1@>1:8 3@C?8 ?>:07=8:V2 " % { n a m e / } " , >A:V;L:8 ?@82 O7:0 ?>:07=8:0 " % { m e a s u r e n a m e / } " =5 71V30TBLAO V7 ?@82 O7:>N 2;0AB82>ABV 28<V@C " % { p r o p e r t y n a m e / } " . � # 28<V@V 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 / } " C 3@C?V ?>:07=8:V2 " % { m g n a m e / } " 4;O 2;0AB82>ABV " S h a r e D i m e n s i o n S t o r a g e " =5 2AB0=>2;5=> 7=0G5==O " !?V;L=89" . V ;0AB82VABL " % { n a m e / } " =5 ?V4B@8<CTBLAO A;C61>N A n a l y s i s S e r v i c e s C B01;8G=><C @568<V. Z ;0AB82VABL " % { n a m e / } " <0T 7=0G5==O " % { v a l u e / } " , O:5 =5 ?V4B@8<CTBLAO 2 B01;8G=><C @568<V. c >1 T:BV % { t y p e n a m e / } " % { o b j e c t n a m e / } " 2;0AB82VABL " % { n a m e / } " <>65 <0B8 ;8H5 7=0G5==O " % { v a l u e / } " . X !B>2?5FL :;NG0 " % { I W C o l u m n N a m e / } " <0T 1CB8 ?>2 O70=> 7 CAV<0 V=H8<8 0B@81CB0<8 C 28<V@V. D 28G09=89 AB>2?5FL " % { I W C o l u m n N a m e / } " =5 <>65 <0B8 72 O7:8 0B@81CB0. � /:I> 465@5;> 2:070=> 4;O 0B@81CBV2 28<V@C K e y C o l u m n " % { I W C o l u m n N a m e / } " , 9>3> 7=0G5==O <>65 1CB8 ;8H5 C o l u m n B i n d i n g 01> R o w N u m b e r B i n d i n g . � ;0AB82VABL S t o r a g e E n g i n e M o d e 4;O 1078 40=8E " % { n a m e / } " =5?@8?CAB8<0 2 B01;8G=><C @568<V. 48=8< ?V4B@8<C20=8< 7=0G5==O< T " I n M e m o r y " . � 5 240;>AO AB2>@8B8 01> 7020=B068B8 >1 T:B M O L A P % { t y p e n a m e / } 7 V<5=5< " % { n a m e / } " , >A:V;L:8 2;0AB82VABL S t o r a g e E n g i n e M o d e 1078 40=8E " % { d b _ n a m e / } " <0T 7=0G5==O " I n M e m o r y " . 5 240;>AO AB2>@8B8 01> 7020=B068B8 >1 T:B % { t y p e n a m e / } 7 V<5=5< " % { n a m e / } " , >A:V;L:8 2V= =5 ?V4B@8<CTBLAO 2 B01;8G=><C @568<V. y 5>1EV4=>, I>1 B01;8FO " % { I W T a b l e N a m e / } " <0;0 @V2=> >48= 0B@81CB B8?C R o w N u m b e r , ?>2 O70=89 7 0B@81CB>< R o w N u m b e r B i n d i n g . e !B>2?5FL " % { I W C o l u m n N a m e / } " B01;8FV " % { I W T a b l e N a m e / } " <0T B8? R o w N u m b e r , 0;5 =5 <0T R o w N u m b e r B i n d i n g . s !B>2?5FL " % { I W C o l u m n N a m e / } " B01;8FV " % { I W T a b l e N a m e / } " <0T 7=0G5==O R o w N u m b e r B i n d i n g , 0;5 B8? 0B@81CB0 =5 R o w N u m b e r . � 1 T:B8 P o w e r P i v o t =5<>6;82> AB2>@8B8 01> :5@C20B8 =8<8, :>;8 4;O 2;0AB82>ABV :>=DV3C@0FVW S t o r a g e E n g i n e M o d e CAB0=>2;5=> 7=0G5==O " "@048FV9=89" 4;O 1078 40=8E " % { n a m e / } " . � 5 240;>AO 2AB0=>28B8 4;O 2;0AB82>ABV S t o r a g e E n g i n e M o d e 1078 40=8E " % { n a m e / } " 7=0G5==O " "@048FV9=89" , >A:V;L:8 A;C610 A n a l y s i s S e r v i c e s ?@0FNT 2 B01;8G=><C @568<V. � >7<V@ 40=8E A53<5=BV2 AB>2?FO =5?@028;L=89 4;O B01;8FV " % { I W T a b l e N a m e / } " . >H:>465=> D09; @>74V;C " % { s t r P a r t F i l e N a m e / } " 01> D09; <5B040=8E B01;8FV. g >74V; " % { s t r P a r t I d x / } " B01;8FV " % { I W T a b l e N a m e / } " =5 <>65 <VAB8B8 A53<5=B8 AB>2?FO @V7=8E 25@AV9 40=8E. � # 72 O7:0E V7 B01;8F5N ?>A8;0=L " % { r e f d i m n a m e / } " 4;O 2;0AB82>ABV " 0B5@V0;V70FVO" ?>B@V1=> 2AB0=>28B8 7=0G5==O " 5?@O<0" , >A:V;L:8 ?@><V6=89 28<V@ " % { d i m n a m e / } " >?>A5@54:>20=> ?>A8;0TBLAO =0 107>2C B01;8FN. q !B>2?5FL R o w N u m b e r " % { I W C o l u m n N a m e / } " C B01;8FV V e r t i P a q " % { I W T a b l e N a m e / } " ?V4B@8<CT ;8H5 B8? 40=8E " &V;5 G8A;>" . � >B@V1=>, I>1 AB>2?5FL R o w N u m b e r " % { I W C o l u m n N a m e / } " C B01;8FV V e r t i P a q " % { I W T a b l e N a m e / } " <02 72 O7>: 0B@81CB0 7 0B@81CB>< :;NG0 28<V@C 7 C a r d i n a l i t y = " O n e " . � 5 240;>AO AB2>@8B8 72 O7>: " % { s t r N e w R e l a t i o n s h i p / } " , >A:V;L:8 265 VA=CT 72 O7>: " % { s t r E x i s t i n g R e l a t i o n s h i p / } " 7 B01;8FV " % { I W T a b l e N a m e / } " B0 AB>2?FO " % { s t r F K C o l u m n N a m e / } " 7 B01;8F5N " % { s t r P K T a b l e N a m e / } " V AB>2?F5< " % { s t r P K C o l u m n N a m e / } " . � !B>2?5FL " % { I W C o l u m n N a m e / } " C B01;8FV " % { I W T a b l e N a m e / } " <VAB8BL ?>2B>@N20=5 7=0G5==O " % { v a l u e / } " , 0 F5 =5 4>72>;5=> 4;O AB>2?FV2 =0 >4=><C 1>FV 72 O7:C " 1030B> 4> >4=>3>" 01> 4;O AB>2?FV2, I> 28:>@8AB>2CNBLAO O: ?5@28==89 :;NG B01;8FV. � !B>2?5FL " % { I W C o l u m n N a m e / } " C B01;8FV " % { I W T a b l e N a m e / } " <VAB8BL ?CABV 7=0G5==O, 0 F5 =5 4>72>;5=> 4;O AB>2?FV2 =0 >4=><C 1>FV 72 O7:C " 1030B> 4> >4=>3>" 01> 4;O AB>2?FV2, I> 28:>@8AB>2CNBLAO O: ?5@28==89 :;NG B01;8FV. � =0G5==O, C:070=5 4;O 2;0AB82>ABV " % { I M B I C o l u m n I d / } " >1 T:B0 E r r o r C o n f i g u r a t i o n , =5?@8?CAB8<5. 48=8< ?V4B@8<C20=8< 7=0G5==O< T " % { v a l u e / } " . � # 28<V@V 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " 4;O ?0@0<5B@0 S h a r e D i m e n s i o n S t o r a g e CAB0=>2;5=> 7=0G5==O " !?V;L=89" . 8H5 2>=> ?V4B@8<CTBLAO 2 B01;8G=><C @568<V. � 5 240;>AO AB2>@8B8 =>2V 72 O7:8 2 B01;8FV " % { T a b l e / } " , >A:V;L:8 2>=8 70?@>2046CNBL F8:; 72 O7:V2 <V6 B0:8<8 B01;8FO<8: " % { C y c l e / } " . � 5 240;>AO 28:>=0B8 >?5@0FVN C " % { n a m e / } " % { t y p e n a m e / } , >A:V;L:8 2>=0 AB2>@NT 42>7=0G=V 72 O7:8 <V6 B01;8FO<8 ?>A8;0=L " % { s t a r t n a m e / } " V " % { e n d n a m e / } " , I> =5?@8?CAB8<> 2 B01;8G=><C @568<V. x ><0=40 D D L " % { c o m m a n d n a m e / } " C " % { n a m e / } " % { t y p e n a m e / } =5 ?V4B@8<CTBLAO, >A:V;L:8 >1 T:B ?5@51C20T 2 B01;8G=><C @568<V. i !E5<0 718@0==O C " % { n a m e / } " % { t y p e n a m e / } =5 ?V4B@8<CTBLAO, >A:V;L:8 >1 T:B ?5@51C20T 2 B01;8G=><C @568<V. � (;OE 4;O =5<0B5@V0;V7>20=>3> 28<V@C ?>A8;0==O " % { r e f d i m n a m e / } " <V6 " % { s t a r t n a m e / } " B0 " % { e n d n a m e / } " ?>28=5= VA=C20B8 2 B01;8G=><C @568<V. � >B@V1=>, I>1 B01;8FO " % { I W T a b l e N a m e / } " <0;0 ?@8=09<=V >48= 0B@81CB, B8?>< 72 O7C20==O O:>3> T " C o l u m n B i n d i n g " C @568<V V e r t i P a q . Q V;5==O FV;>3> G8A;0 =0 =C;L 1C;> 28O2;5=> C ?@>F5A>@V 70?8BV2 >1@>1=8:0 AE>28I0. w !B0;0AO ?><8;:0 ?5@5B2>@5==O B8?C 40=8E 4;O [ T a b l e : " % { I W T a b l e N a m e / } " , C o l u m n : " % { I W C o l u m n N a m e / } " , V a l u e : " % { v a l u e / } " ] . � 0B@81CBV " % { I W C o l u m n N a m e / } " B01;8FV " % { I W T a b l e N a m e / } " CAB0=>2;5=> =5?@8?CAB8<5 7=0G5==O 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 / } " , O:5 2:07CT =0 0B@81CB B8?C " V;L:VABL @O4:V2" . � 1 T:B " % { t y p e n a m e / } " " % { o b j e c t n a m e / } " : 2;0AB82VABL " O r d e r B y " <>65 <0B8 ;8H5 7=0G5==O " ;NG" 01> " A t t r i b u t e K e y " 2 @568<V V e r t i P a q . m "01;8FO " % { I W T a b l e N a m e / } " <0T >1G8A;N20=89 AB>2?5FL " % { I W C o l u m n N a m e / } " , 0;5 =5 ?>2 O70=0 7 6>4=>N 3@C?>N <V@. X ><8;:0 A8=B0:A8AC 2 >1G8A;5=><C AB>2?FV " % { I W C o l u m n N a m e / } " C B01;8FV " % { I W T a b l e N a m e / } " . X =0G5==O " % { v a l u e / } " 4;O 2;0AB82>ABV " % { n a m e / } " >1 T:B0 E r r o r C o n f i g u r a t i o n =5?@8?CAB8<5. PA� 8<V@ " % { d i m n a m e / } " 0B@81CB0 " % { n a m e / } " <>65 <0B8 ;8H5 ?0@0<5B@ " N u l l P r o c e s s i n g " , 4;O O:>3> 2AB0=>2;5=> 7=0G5==O " ><8;:0" , >A:V;L:8 0B@81CB T ?>7=0G5=8< :;NG5< 01> C=V:0;L=8<. } # :><0=4V >=>2;5==O B01;8FV " % { n a m e / } " AB0;0AO ?><8;:0, >A:V;L:8 2 :><0=4V =5 2:070=> ?@028;L=C :V;L:VABL AB>2?FV2 C B01;8FV. � V;L:VABL A53<5=BV2 AB>2?FO " % { C o l I d / } " 2V4@V7=OTBLAO 2V4 :V;L:>ABV A53<5=BV2 @>74V;C. >6;820 ?@8G8=0 FVTW ?@>1;5<8 ?>H:>465==O D09;C <5B040=8E B01;8FV " % { s t r P a r t F i l e N a m e / } " . ><8;:0 ?V4 G0A AB2>@5==O 5:75<?;O@0 >1 T:B0 " % { I n s t O b j C l a s s / } " 7 V<5=5< " % { s t r O b j e c t N a m e / } " : >GV:C20=89 :;0A 10BL:V2AL:>3> >1 T:B0 " % { E x p e c t e d P a r e n t O b j C l a s s / } " , 0;5 =040=> :;0A >1 T:B0 " % { P a s s e d P a r e n t O b j C l a s s / } " . >6;820 ?@8G8=0 FVTW ?@>1;5<8 ?>H:>465==O D09;C <5B040=8E B01;8FV. � 5@570?8AC20==O =0O2=>3> D09;C " % { f i l e n a m e / } " 7V 715@565==O< 21C4>20=8E 40=8E P o w e r P i v o t 4;O 28<V@C " % { d i m n a m e / } " . [ S a v e M a s k = " 0 x % { m s k s a v e / } " ] [ D a t a O b j e c t S t a t e = " % { d o s t a t e / } " ] . &5 2=CB@VH=O ?><8;:0 A5@25@0. � 5?@8?CAB8<89 B@0=70:FV9=89 AB0= ?V4 G0A 715@565==O 21C4>20=8E 40=8E P o w e r P i v o t 4;O 28<V@C " % { d i m n a m e / } " . [ S e r v e r S t a t e = ' % { s e r v e r s t a t e / } ' ] [ C a l l e r = ' % { c a l l e r / } ' ] [ D i m e n s i o n S t a t e = ' % { d i m s t a t e / } ' ] [ T a b l e S t a t e = ' % { t a b l e s t a t e / } ' ] . &5 2=CB@VH=O ?><8;:0 A5@25@0. � ><8;:0 ?V4 G0A AB2>@5==O 5:75<?;O@0 >1 T:B0 " % { I n s t O b j C l a s s / } " : V< O >1 T:B0 =5 <>65 1CB8 ?CAB5 4;O >1 T:BV2 40=8E, O:V <>6=0 A5@V0;V7C20B8. >6;820 ?@8G8=0 FVTW ?@>1;5<8 ?>H:>465==O D09;C <5B040=8E B01;8FV. � V4 G0A 45A5@V0;V70FVW >1 T:B0 40=8E " % { O b j C l a s s / } " 28O2;5=> =5>GV:C20=89 2C7>;. >6;820 ?@8G8=0 FVTW ?@>1;5<8 ?>H:>465==O D09;C <5B040=8E B01;8FV. � 5 240;>AO AB2>@8B8 V< O B01;8FV " % { I W T a b l e N a m e / } " C B01;8G=><C @568<V, >A:V;L:8 2>=> 287=0G0T :V;L:0 ?0@0<5B@V2 A>@BC20==O 01> <>28 4;O @V7=8E AB>2?FV2. � ><8;:0 ?V4 G0A 45A5@V0;V70FVW AB>2?FO " % { s t r C o l u m n N a m e / } " : <0?0 A53<5=BV2 AB>2?FO ?>28==0 1CB8 45A5@V0;V7>20=>N B0 V=AB0=FV9>20=>N ?5@54 AB2>@5==O< 5:75<?;O@V2 AB>2?FV2 B01;8FV. >6;82>N ?@8G8=>N T ?>H:>465=89 D09; <5B040=8E B01;8FV " % { s t r T a b l e N a m e / } " . ' 5C73>465=5 V< O 4;O B01;8FV " % { n a m e / } " 4 5C73>465=5 V< O 4;O B01;8FV " % { c u b e d i m e n s i o n n a m e / } " x 1G8A;N20=89 AB>2?5FL " % { d i m e n s i o n / } " [ " % { c a l c c o l u m n / } " ] <VAB8BL 287=0G5==O 4;O ?0@0<5B@0 D a t a S i z e , O:5 =5 ?V4B@8<CTBLAO. � !B>2?FV 1V=0@=>3> B8?C =5 <>6=0 28:>@8AB>2C20B8 C 72 O7:0E. !B>2?5FL " % { I W C o l u m n N a m e / } " 287=0G5=> O: 1V=0@=89, V 9>3> =5 <>6=0 28:>@8AB>2C20B8 4;O AB2>@5==O 72 O7:V2 ?V4AB0=>2:8 <V6 B01;8F5N " % { I M B I T a b l e I d / } " B0 V=H>N B01;8F5N. � !B>2?FV 1V=0@=>3> B8?C =5 <>6=0 28:>@8AB>2C20B8 C 72 O7:0E. !B>2?5FL " % { I W C o l u m n N a m e / } " 287=0G5=> O: 1V=0@=89 C B01;8FV " % { I M B I T a b l e I d / } " , V 9>3> =5 <>6=0 28:>@8AB>2C20B8 4;O AB2>@5==O 72 O7:C 7 V=H>N B01;8F5N. � 5<>6;82> 7<V=8B8 1V=0@=89 AB>2?5FL =0 V=H89 B8? 40=8E 01> 7<V=8B8 =51V=0@=89 AB>2?5FL =0 1V=0@=89 B8?: AB>2?5FL " % { I M B I C o l u m n I d / } " C B01;8FV " % { I M B I T a b l e I d / } " . PAN ;0AB82VABL " % { n a m e / } " <0T 7=0G5==O, O:5 =5 ?V4B@8<CTBLAO 2 B01;8G=><C @568<V. f # 3@C?V <V@ " % { m g n a m e / } " =5<0T 28<V@C ?>A8;0=L 4;O =0O2=>3> =5?@O<>3> 72 O7:C 7 28<V@>< " % { d i m n a m e / } " . 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Q 5 240;>AO :>=25@BC20B8 7=0G5==O " % { v a l u e / } " B8?C % { s r c t y p e / } 2 B8? % { d e s t t y p e / } . � 5 240;>AO AB2>@8B8 01> 7<V=8B8 72 O7:8 <V6 AB>2?F5< AB>@>==L>3> :;NG0 " % { f k t a b l e / } " [ % { f k c o l / } ] B0 AB>2?F5< >A=>2=>3> :;NG0 " % { p k t a b l e / } " [ % { p k c o l / } ] , >A:V;L:8 B8?8 40=8E =5AC<VA=V. ; $09;0< 1078 40=8E =5 240;>AO ?@>9B8 ?5@52V@:8 C73>465=>ABV. R 5?@8?CAB8<89 0@3C<5=B. 5?V4B@8<C20=89 B8? 40=8E 718@0==O 4;O ?>:07=8:0 V e r t i P a q . � 0BL:V2AL:>- 4>GV@=V VT@0@EVW =5 ?V4B@8<CNBLAO 2 B01;8G=><C @568<V, V @V25=L " % { l e v e l / } " 2:;NG0T ?>A8;0==O =0 V45=B8DV:0B>@ 10BL:V2AL:>3> 0B@81CB0 " % { p a r e n t p r o p e r t y i d / } " . PAH T@0@EVO " % { h i e r / } " =5 <0T @V2=O A L L , O:89 ?>B@V15= C B01;8G=><C @568<V. � 5 240;>AL >1@>18B8 AB>2?5FL " % { I M B I C o l u m n I d / } " B01;8FV " % { I M B I T a b l e I d / } " , >A:V;L:8 2V= <VAB8BL ?>=04 420 <V;LO@48 C=V:0;L=8E 7=0G5=L. 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Q @C389 V B@5BV9 0@3C<5=B8 DC=:FVW I F <0NBL @V7=V B8?8 40=8E. &5 =5 ?V4B@8<CTBLAO. � 5 240;>AO 287=0G8B8 7=0G5==O 4;O " % { c o l u m n / } " . 1> AB>2?5FL " % { c o l u m n / } " =5 VA=CT, 01> =5<0T ?>B>G=>3> @O4:0 4;O AB>2?FO 7 =072>N " % { c o l u m n / } " . X 5 240;>AO 7VAB028B8 V< O " % { n a m e / } " . &5 =5?@8?CAB8<5 V< O B01;8FV, 7<V==>W 01> DC=:FVW. o !B>2?5FL 40B8, I> <VAB8BL ?>2B>@N20=V 40B8, 1C2 C:070=89 C 28:;8:C DC=:FVW " % { f u n c t i o n / } " . &5 =5 ?V4B@8<CTBLAO. W "8? V=B5@20;C " D A Y " 1C;> 2:070=> C 28:;8:C DC=:FVW " % { f u n c t i o n / } " . &5 =5 ?V4B@8<CTBLAO. PAX !B>2?5FL, C:070=89 C 28:;8:C DC=:FVW " % { f u n c t i o n / } " =5 T B8?C D A T E . &5 =5 ?V4B@8<CTBLAO. L $C=:FVO R E L A T E D >GV:CT ?>2=VABN 287=0G5=5 ?>A8;0==O =0 AB>2?5FL O: 0@3C<5=B. &5 =5?@8?CAB8<89 28@07 D A X . T >:07=8: " % { n a m e / } " =5<>6;82> AB2>@8B8, >A:V;L:8 AB>2?5FL V7 B0:8< V<5=5< C65 VA=CT. � 8@07 ?>A;02AO =0 AB>2?5FL " % { t a b l e / } " [ % { c o l u m n / } ] , O:89 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 9>3> ?>B@V1=> ?>2B>@=> >1G8A;8B8 01> >=>28B8. � 0?8B ?>A;02AO =0 >1G8A;5=89 AB>2?5FL " % { t a b l e / } " [ % { c o l u m n / } ] , O:89 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 AB0;0AO ?><8;:0 2 9>3> 28@07V. � 0?8B ?>A;02AO =0 >1G8A;5=89 AB>2?5FL " % { t a b l e / } " ' [ % { c o l u m n / } ] , O:89 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 >FV=:0 >4=>3> 7 @O4:V2 A?@8G8=8;0 ?><8;:C. � 0?8B ?>A;02AO =0 AB>2?5FL " % { t a b l e / } " [ % { c o l u m n / } ] , O:89 70;568BL 2V4 V=H>3> AB>2?FO, 72 O7:C 01> <V@8 2 =5?@8?CAB8<><C AB0=V. >40B:>2V 2V4><>ABV: " % { m e s s a g e / } " . G $C=:FVO % { f u n c t i o n / } =5 <>65 ?@0FN20B8 7V 7=0G5==O<8 B8?C % { d a t a t y p e / } . : 8O2;5=> =5?@8?CAB8<5 G8A;>25 ?@54AB02;5==O 7=0G5==O 40B8. 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X AB0==V9 0@3C<5=B ?>28=5= 1CB8 >4=8< V7 F8E :;NG>28E A;V2: D A Y , M O N T H , Q U A R T E R 01> Y E A R . � >:07=8: " % { d e p t a b l e / } " [ % { d e p c o l u m n / } ] 70;568BL 2V4 V=H>3> ?>:07=8:0 7 V<5=5< " % { s r c t a b l e / } " [ % { s r c c o l u m n / } ] , O:89 <0T ?><8;:C: % { e r r o r / } � >:07=8: " % { d e p t a b l e / } " [ % { d e p c o l u m n / } ] 70;568BL 2V4 V=H>3> ?>:07=8:0 7 V<5=5< " % { s r c t a b l e / } " [ % { s r c c o l u m n / } ] , O:89 <0T ?><8;:C 70;56=>ABV. > ><8;:0 >1G8A;5==O C AB>2?FV ' % { d i m e n s i o n / } ' [ % { c a l c c o l u m n / } ] : 9 ><8;:0 >1G8A;5==O 2 ?>:07=8:C ' % { t a b l e / } ' [ % { m e a s u r e / } ] : S $C=:FVW " % { f u n c / } " =5 240;>AO 4>40B8 AB>2?5FL [ % { c o l u m n / } ] , >A:V;L:8 2V= C65 VA=CT. X $C=:FVO % { f u n c N a m e / } =5 4>72>;OT 420 AB>2?FO 7 >4=0:>28< V<5=5< ' % { t a b l e / } ' [ % { c o l u m n / } ] . z V;L:VABL 0@3C<5=BV2 =5?@8?CAB8<0. $C=:FVO % { f u n c N a m e / } ?>28==0 <0B8 7=0G5==O 4;O :>6=>3> 2:070=>3> ?>A8;0==O =0 AB>2?5FL. Y V;L:VABL ?0@0<5B@V2 =5?@8?CAB8<0. $C=:FVO S W I T C H ?>28==0 <0B8 7=0G5==O 4;O :>6=>W C<>28. E $C=:FVO % { f u n c N a m e / } >GV:CT V< O AB>2?FO O: =><5@ 0@3C<5=BC % { i A r g / } . N $C=:FVO % { f u n c N a m e / } >GV:CT ?>A8;0==O =0 AB>2?5FL O: =><5@ 0@3C<5=BC % { i A r g / } . V !B>2?5FL " % { c o l N a m e / } " , 4>40=89 DC=:FVTN " % { f u n c N a m e / } " , ?>28=5= <0B8 A:0;O@=89 28@07. , 0@0<5B@ % { p a r a m N a m e / } =5 2:070=89 C 70?8BV. 0 ;O 7<V==>W [ % { v a r N a m e / } ] =5 287=0G5=> 7=0G5==O. , ><8;:0 >1G8A;5==O C 7<V==V9 [ % { v a r N a m e / } ] : : 0@0<5B@, O:89 70<V=NT 7<V==C [ % { v a r N a m e / } ] , =5 A:0;O@=89. PA: <V==0 % { v a r N a m e E s c a p e d / } <0T =52V4><89 B8? 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I 0?8B8 D A X E v a l u a t e ?@0FNNBL ;8H5 2 1070E 40=8E, O:V <0NBL A0<5 >48= :C1. � [ % { c o l u m n / } ] =5 T ?@8?CAB8<8< ?>A8;0==O< =0 AB>2?5FL C B01;8FV. #:06VBL V< O B01;8FV ?5@54 V<5=5< AB>2?FO 01> 28?@02B5 V< O AB>2?FO. � >6=5 7=0G5==O 2 B01;8FV ' % { t a b l e 1 / } ' [ % { c o l u m n 1 / } ] ?>28==> <0B8 B0:5 A0<5 7=0G5==O 2 B01;8FV ' % { t a b l e 2 / } ' [ % { c o l u m n 2 / } ] . =0G5==O ' % { i d v a l u e / } ' <0T :V;L:0 7=0G5=L. !B>2?FV, C:070=V C DC=:FVW P A T H , ?>28==V 1CB8 7 >4=VTW B01;8FV, <0B8 >4=0:>289 B8? 40=8E V F59 B8? ?>28=5= 1CB8 FV;8< G8A;>< 01> B5:AB><. 5?@028;L=> ?>A8;0B8AO =0 >48= AB>2?5FL 42VGV. !B>2?FV ' % { t a b l e 1 / } ' [ % { c o l u m n 1 / } ] B0 ' % { t a b l e 2 / } ' [ % { c o l u m n 2 / } ] =5 2V4?>2V40NBL F8< 28<>30<. � =0G5==O ' % { i d v a l u e / } ' C B01;8FV ' % { t a b l e 1 / } ' [ % { c o l u m n 1 / } ] B0:>6 ?>28==> VA=C20B8 2 B01;8FV ' % { t a b l e 2 / } ' [ % { c o l u m n 2 / } ] . >409B5 2V4ACB=V 40=V B0 ?>2B>@VBL A?@>1C. l $C=:FVO P A T H 28O28;0 B0:89 F8:; ' % { l o o p / } ' C AB>2?FOE ' % { t a b l e 1 / } ' [ % { c o l u m n 1 / } ] V ' % { t a b l e 2 / } ' [ % { c o l u m n 2 / } ] . � $C=:FVO P A T H =5 <>65 ?@0FN20B8 7V 7=0G5==O<8, B0:8<8 O: ' % { i n c o m p a t v a l u e / } ' , O:V <VABOBL 25@B8:0;L=C ;V=VN ( " | " ) , >A:V;L:8 F59 A8<2>; 28:>@8AB>2CTBLAO O: @>74V;N20G C H;OEC, O:89 ?>25@=CB>. � AB0B>G=89 0@3C<5=B DC=:FV9 P a t h I t e m 01> P a t h I t e m R e v e r s e ?>28=5= 1CB8 0 4;O T E X T 01> 1 4;O I N T E G E R . 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T $C=:FVO % { f u n c N a m e / } ?@89<0T ;8H5 ?>A8;0==O =0 AB>2?5FL O: =><5@ 0@3C<5=BC % { i A r g / } . 5>GV:C20=89 B8? :>=AB0=B8. � 0?8B ?>A;02AO =0 VT@0@EVN " % { t a b l e / } " [ % { h i e r a r c h y / } ] , O:0 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 WW ?>B@V1=> ?>2B>@=> >1G8A;8B8 01> >=>28B8. � 0?8B ?>A;02AO =0 VT@0@EVN " % { t a b l e / } " [ % { h i e r a r c h y / } ] , O:0 70;568BL 2V4 AB>2?FO, 72 O7:C G8 ?>:07=8:0, I> ?5@51C20T 2 =5?@8?CAB8<><C AB0=V. q 5 240;>AO 7=09B8 VT@0@EVN :>@8ABC20G0 7 V45=B8DV:0B>@>< " % { h i e r a r c h y / } " C B01;8FV 7 V45=B8DV:0B>@>< " % { t a b l e / } " . o 5 240;>AO 7=09B8 VT@0@EVN 0B@81CBV2 7 V45=B8DV:0B>@>< " % { h i e r a r c h y / } " C B01;8FV 7 V45=B8DV:0B>@>< " % { t a b l e / } " . \ $C=:FVN R O L L U P <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@0E g r o u p B y _ C o l u m n N a m e DC=:FVW S U M M A R I Z E . @ $C=:FVN R O L L U P G R O U P <>6=0 28:>@8AB>2C20B8 ;8H5 C DC=:FVW R O L L U P . G $C=:FVN U S E R E L A T I O N S H I P <>6=0 28:>@8AB>2C20B8 ;8H5 C DC=:FVW C A L C U L A T E . i $C=:FVO U S E R E L A T I O N S H I P <>65 28:>@8AB>2C20B8 ;8H5 420 ?>A8;0==O =0 AB>2?5FL, I> 15@CBL CG0ABL C 72 O7:0E. B U S E R E L A T I O N S H I P 01> C R O S S F I L T E R =5 <>6=0 2:;040B8 1V;LH5 1 0 @07V2. O V6 " % { t a b l e 1 / } " V " % { t a b l e 2 / } " VA=CNBL 42>7=0G=V H;OE8: % { p a t h 1 / } B0 % { p a t h 2 / } V ><8;:0 >1G8A;5==O 2 A l l o w e d R o w s E x p r e s s i o n 4;O B01;8FV " % { t a b l e / } " 7 @>;;N " % { r o l e / } " . � $C=:FVW C U S T O M D A T A , U S E R N A M E , U S E R C U L T U R E B0 U S E R P R I N C I P A L N A M E =5 ?V4B@8<CNBLAO 2 >1G8A;N20=8E B01;8FOE V AB>2?FOE. &V DC=:FVW <>6=0 28:>@8AB>2C20B8 ;8H5 2 <V@0E 01> 28@070E A l l o w e d R o w s E x p r e s s i o n . H $C=:FVW U s e R e l a t i o n s h i p ( ) V C r o s s F i l t e r ( ) =5 4>ABC?=V 2 FL><C :>=B5:ABV. � $C=:FVW U s e R e l a t i o n s h i p ( ) V C r o s s F i l t e r ( ) =5 <>6=0 28:>@8AB0B8 ?V4 G0A 70?8BC20==O B01;8FV " % { t a b l e 1 / } " . &5 28:;8:0=> >1<565==O< A8AB5<8 157?5:8 =0 @V2=V @O4:0, 287=0G5=8< C B01;8FV " % { t a b l e 2 / } " 01> ?>2 O70=8E B01;8FOE. T 8@07 157?5:8 @V2=O @O4:0, 287=0G5=89 4;O B01;8FV " % { t a b l e / } " , =5 T B8?C T r u e / F a l s e . � V4 G0A >FV=N20==O 28@07C 157?5:8 @V2=O @O4:0, 287=0G5=>3> 2 B01;8FV " % { t a b l e / } " , AB0;0AO ?><8;:0. >2V4><;5==O ?@> ?><8;:C: % { e r r o r / } � $C=:FVN K E E P F I L T E R S <>6=0 28:>@8AB>2C20B8 ;8H5 O: 0@3C<5=B DV;LB@0 28I>3> @V2=O DC=:FV9 C A L C U L A T E V C A L C U L A T E T A B L E 01> 7 0@3C<5=B>< B01;8FV DC=:FVW, O:0 28:>=CT @>73>@B0==O B01;8FV. R $C=:FVN S A M P L E <>6=0 28:>@8AB>2C20B8 ;8H5 7 =52V4 T<=8< 0@3C<5=B>< @>7<V@C 7@07:0. B 5<>6;82> O2=8< G8=>< ?>A;0B8AO =0 R o w N u m b e r C @568<V D i r e c t Q u e r y . T !?5FV0;L=0 ?>7=0G:0 =5 4>72>;OTBLAO O: =><5@ 0@3C<5=BC % l d { a r g / } DC=:FVW " % { f u n c / } " . f $C=:FVN " % { f u n c / } " =5 <>6=0 28:>@8AB>2C20B8 7V AB>2?FO<8, 4>40=8<8 DC=:FVO<8 A D D C O L U M N S 01> S U M M A R I Z E . � 8@07 ?>A;02AO =0 72 O7:8 <V6 " % { F K T a b l e / } " [ % { F K C o l u m n / } ] B0 " % { P K T a b l e / } " [ % { P K C o l u m n / } ] , I> =5 <VABOBL 6>4=8E 40=8E, >A:V;L:8 WE ?>B@V1=> ?>2B>@=> >1G8A;8B8. � 0?8B ?>A;02AO =0 72 O7:8 <V6 " % { F K T a b l e / } " [ % { F K C o l u m n / } ] B0 " % { P K T a b l e / } " [ % { P K C o l u m n / } ] , O:V 70;560BL 2V4 AB>2?FO, I> =5 ?5@51C20T C ?@8?CAB8<><C AB0=V. O &8:; 72 O7:V2, I> >E>?;NT B01;8FV " % { t a b l e s / } " , 28O2;5=> 2 ?>B>G=><C :>=B5:ABV. E 8H5 70?8B D A X ?V4B@8<CTBLAO 4;O 28O2;5==O 2V4><>AB59 ?@> 70;56=VABL. h ;LB5@=0B82=89 @57C;LB0B 4;O ?>25@=5==O 4V;5==O =0 V=F845=B8 =C;O <0T 1CB8 =57<V==8< G8A;>28< 7=0G5==O<. � 030B>28<V@=0 <>45;L <VAB8BL >1' T:B8, O:V =5<>6;82> 2V4>1@078B8 2 B01;8G=><C ?>40==V. 5 <>6=0 AB2>@8B8 B01;8FN ' % { t a b l e n a m e / } ' , >A:V;L:8 2>=0 265 =0O2=0 2 FV9 <>45;V. � 030B>28<V@=0 <>45;L <VAB8BL >1' T:B8, O:V =5<>6;82> 2V4>1@078B8 2 B01;8G=><C ?>40==V. V@0 ' % { m e a s u r e / } ' 265 70@575@2>20=0 O: 7=0G5==O K P I ' % { K P I 1 / } ' , K P I ' % { K P I 2 / } ' =5 <>65 28:>@8AB0B8 FN <V@C O: 7=0G5==O. D 5 <>6=0 AB2>@8B8 <V@C D A X ' [ % { m e a s u r e / } ] ' 2 1030B>28<V@=8E <>45;OE. � !B>2?5FL [ % { n a m e / } ] T G0AB8=>N A:;045=>3> :;NG0, ?@>B5 =5 2AV AB>2?FV A:;045=>3> :;NG0 2:;NG5=V C 28@07 G8 2 9>3> 70;56=89 28@07. K (/% DC=:FVW D A X =5<>6;82> 28:>@8AB0B8 2 @>1>BV 7 1030B>28<V@=8<8 <>45;O<8. � V@8 D A X ?V4B@8<CNBLAO, BV;L:8 :>;8 A;C618 0=0;V7C A n a l y s i s S e r v i c e s 7=0E>4OBLAO 2 B01;8G=><C @568<V G8 F5 287=0G5=> 2 70O2V >FV=:8 D A X ?V4 G0A 28:>=0==O 70?8BC A5@54 1030B>28<V@=8E <>45;59. 8 0O20 >FV=N20==O =5 <>65 ?>25@=CB8 B01;8FN 157 AB>2?FV2. � "01;8G=V <5B040=V B0 70?8B8 D A X =5 ?V4B@8<CNBLAO, O:I> 2 A50=AV 70;8H8;8AL =5 =04VA;0=V B@0=70:FVW. ;O >B@8<0==O 4>40B:>28E 2V4><>AB59 725@=VBLAO 4> 04<V=VAB@0B>@0. � "01;8G=V <5B040=V B0 70?8B8 D A X =5 ?V4B@8<CNBLAO, O:I> 4;O A50=AC 2:070=89 70E8AB :;VB8=>:. ;O >B@8<0==O 4>40B:>28E 2V4><>AB59 725@=VBLAO 4> 04<V=VAB@0B>@0. � "01;8G=V <5B040=V B0 70?8B8 D A X =5 ?V4B@8<CNBLAO, O:I> 4;O A50=AC G8 >1;0ABV 70?8BC 287=0G5=V >1G8A;5==O 28<V@V2. ;O >B@8<0==O 4>40B:>28E 2V4><>AB59 725@=VBLAO 4> 04<V=VAB@0B>@0. � 1G8A;5==O D A X ?@>BO3>< A50=AC B0 3;>10;L=89 :>=B5:AB =5 ?V4B@8<CNBLAO 4;O 1030B>28<V@=8E <>45;59. ;O >B@8<0==O 4>40B:>28E 2V4><>AB59 725@=VBLAO 4> 04<V=VAB@0B>@0. � @3C<5=B DC=:FVW <0T ?><8;:>289 B8? 40=8E, 01> @57C;LB0B 7025;8:89 G8 70<0;89. /:I> >GV:CTBLAO, I> 0@3C<5=B 1C45 40B>N, FO 40B0 <0T 1CB8 <V6 1 15@57=O 1 9 0 0 @>:C B0 3 1 15@57=O 9 9 9 9 @>:C. � ?5@0FVW ?>@V2=O==O D A X =5 ?V4B@8<CNBL ?>@V2=O==O 7=0G5=L B8?C % { t y p e 1 / } 7V 7=0G5==O<8 B8?C % { t y p e 2 / } . !:>@8AB09B5AO DC=:FVTN V A L U E 01> F O R M A T , I>1 ?5@5B2>@8B8 >4=5 7V 7=0G5=L. � $C=:FVO ' % { f u n c N a m e / } ' =5 ?V4B@8<CT ?>@V2=O==O 7=0G5=L B8?C % { t y p e 1 / } 7V 7=0G5==O<8 B8?C % { t y p e 2 / } . !:>@8AB09B5AO DC=:FVTN V A L U E 01> F O R M A T , I>1 ?5@5B2>@8B8 >4=5 7V 7=0G5=L. h 8@078, O:V ?>25@B0NBL @V7=V B8?8 40=8E, =5<>6;82> 28:>@8AB>2C20B8 4;O 287=0G5==O >1G8A;N20=8E AB>2?FV2. J CAVE 0@3C<5=B0E DC=:FVW " % { f u n c / } " <0T 1CB8 >4=0:>20 :V;L:VABL AB>2?FV2. M !B>2?FV C DC=:FVW S E L E C T C O L U M N S =5 <>6=0 28:>@8AB>2C20B8 2 :>=B5:ABV DV;LB@0. I 8H5 ?>ABV9=V 7=0G5==O 4>72>;ONBLAO O: 0@3C<5=B t o p V s k i p 4;O S U B S E L E C T . i $C=:FVN " % { f u n c t i o n / } " C @5G5==V R E T U R N 70O28 D r i l l T h r o u g h =5 <>6=0 28:>@8AB>2C20B8 4;O B01;8G=>W <>45;V. E !B>2?FV C DC=:FVW U N I O N =5 <>6=0 28:>@8AB>2C20B8 2 :>=B5:ABV DV;LB@0. < $C=:FVW M i n 01> M a x ;>3VG=8E 7=0G5=L 70@07 =5 ?V4B@8<CNBLAO. � GV:CTBLAO, I> H;OE8 >1 T4=0==O CB2>@OBL 45@52>, 0;5 B01;8FO " % { t a b l e 1 / } " <0T 420 H;OE8 >1 T4=0==O 7 B01;8F5N " % { t a b l e 2 / } " : % { p a t h 1 / } B0 % { p a t h 2 / } . a 5 240;>AO AB2>@8B8 7<V==C " % { n a m e / } " , B><C I> B01;8FO 01> 7<V==0 7 B0:8< A0<8< V<5=5< C65 VA=CT. PAm <V==C B01;8FV " % { n a m e / } " =5 <>6=0 28:>@8AB>2C20B8 2 ?>B>G=><C :>=B5:ABV, >A:V;L:8 >GV:CTBLAO 107>20 B01;8FO. c 5 240;>AO 7=09B8 @>74V; 7 V45=B8DV:0B>@>< " % { p a r t i t i o n / } " C B01;8FV 7 V45=B8DV:0B>@>< " % { t a b l e / } " . C $C=:FVN C R O S S F I L T E R <>6=0 28:>@8AB>2C20B8 ;8H5 C DC=:FVW C A L C U L A T E . d $C=:FVO C R O S S F I L T E R <>65 28:>@8AB>2C20B8 ;8H5 ?>A8;0==O =0 420 AB>2?FV, O:V 15@CBL CG0ABL C 72 O7:C. � "@5BV9 0@3C<5=B DC=:FVW C R O S S F I L T E R <0T 4>@V2=N20B8 0 4;O 7=0G5==O N o n e , 1 4;O 7=0G5==O O n e W a y 01> 2 4;O 7=0G5==O B o t h . "0:>6 <>6=0 28:>@8AB>2C20B8 A;>20 N o n e , O n e W a y , B o t h . � 0?@O<>: ?5@5E@5A=>3> DV;LB@C20==O 72 O7:C =5 <>6=0 2:070B8 ( 70 4>?><>3>N DC=:FVW C R O S S F I L T E R ) 1V;LH5 >4=>3> @07C 2 @0<:0E >4=VTW DC=:FVW C A L C U L A T E . u $C=:FVW U S E R E L A T I O N S H I P V C R O S S F I L T E R 28:>@8AB0=> 2 @0<:0E >4=VTW DC=:FVW C A L C U L A T E , I>1 C:070B8 =5AC<VA=V ?0@0<5B@8. R $C=:FVN R O L L U P A D D I S S U B T O T A L <>6=0 28:>@8AB>2C20B8 ;8H5 C DC=:FVW S U M M A R I Z E C O L U M N S . � $C=:FVO % { f u n c N a m e / } ?@89<0T ;8H5 AB>2?FV g r o u p b y =5?>2 O70=8E B01;8FL. "01;8FV " % { t a b l e 1 / } " V " % { t a b l e 2 / } " ?>2 O70=V. !?@>1C9B5 2840;8B8 AB>2?5FL g r o u p b y 01> 2AB028B8 >4=C 7 B01;8FL O: B01;8FN DV;LB@V2 7=0G5=L. ^ $C=:FVO % { f u n c N a m e / } ?@89<0T O: AB>2?FV G r o u p B y ;8H5 ?>2=VABN 287=0G5=5 ?>A8;0==O =0 AB>2?5FL. q $C=:FVO % { f u n c N a m e / } ?@89<0T ;8H5 ?>2=5 ?>A8;0==O =0 AB>2?5FL 01> DC=:FVN R O L L U P G R O U P O: 0@3C<5=B =><5@ % { i A r g / } . X $C=:FVO C r o s s F i l t e r 4;O 72 O7:V2 " >48=- 4>- >4=>3>" =5 <0T <VAB8B8 >4=>AB>@>==V9 =0?@O<>:. W EV4=0 B01;8FO C 28:;8:C DC=:FVW " % { f u n c t i o n / } " <VAB8BL =5?@028;L=C :V;L:VABL AB>2?FV2. v 5@H89 AB>2?5FL B01;8FV, C:070=89 C 28:;8:C DC=:FVW " % { f u n c t i o n / } " , =5 <0T B8? " 01> '! . &5 =5 ?V4B@8<CTBLAO. � AB0==V9 AB>2?5FL B01;8FV, C:070=89 C 28:;8:C DC=:FVW " % { f u n c t i o n / } " , =5 <0T B8? '! ( & '! , 01> ( ) . &5 =5 ?V4B@8<CTBLAO. M !B>2?FV C DC=:FVW F U L L O U T E R J O I N =5 <>6=0 28:>@8AB>2C20B8 2 :>=B5:ABV DV;LB@0. � # B01;8FOE, =040=8E 4;O DC=:FVW F U L L O U T E R J O I N , <0T 1CB8 AB>2?5FL V7 ?>4V1=8< V<5=5<, O:89 ?>B@V1=> 28:>@8AB>2C20B8 O: V=48:0B>@ 7 T4=0==O. A $C=:FVO F U L L O U T E R J O I N <0T 70AB>A>2C20B8AO ?@8=09<=V 4> 2 B01;8FL. 4 ?5@0B>@ " % { o p e r a t o r / } " >GV:CT 420 FV;L>2V 7=0G5==O. 5 ?5@0B>@ " % { o p e r a t o r / } " >GV:CT >4=5 FV;L>25 7=0G5==O. , # @568<V D i r e c t Q u e r y T :V;L:0 70O2 E V A L U A T E . E $C=:FVN I G N O R E <>6=0 28:>@8AB>2C20B8 ;8H5 C DC=:FVW S U M M A R I Z E C O L U M N S . U " % { n a m e / } " F5 V< O B01;8FV, V 9>3> =5 <>6=0 28:>@8AB>2C20B8 4;O 287=0G5==O 7<V==>W. 2 #:070=89 >?5@0B>@ " % { o p e r a t o r / } " =5 ?V4B@8<CTBLAO. { 0O20 287=0G5==O ?@>3=>7=>W <>45;V <0T 28:>@8AB>2C20B8 28@07 <>45;V. 0?@8:;04, 28:>@8AB>2C9B5 DC=:FVN D E F I N E F O R E C A S T M O D E L . 2 V1;V>B5:C 0;3>@8B<V2 ?@>3=>7C20==O =5 7020=B065=>2 V1;V>B5:C 0;3>@8B<V2 45@520 @VH5=L =5 7020=B065=>? ;3>@8B< ?@>3=>7=>W 0=0;VB8:8 ?>25@=C2 ?><8;:C: " % { a l g o E r r o r / } " h $C=:FVN D e c i s i o n T r e e T a r g e t ( ) <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@V T a r g e t DC=:FVW C r e a t e D e c i s i o n T r e e ( ) . f $C=:FVN D e c i s i o n T r e e I n p u t ( ) <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@V I n p u t DC=:FVW C r e a t e D e c i s i o n T r e e ( ) . � 5>GV:C20=5 7=0G5==O 4;O 0@3C<5=BC C O L U M N T Y P E C DC=:FVW D e c i s i o n T r e e I n p u t ( ) . @8?CAB8<V 7=0G5==O: 0 ( =52V4><89) , 1 ( :0B53>@VO) V 2 ( =5?5@5@2=89) . L $C=:FVO % { f u n c N a m e / } >GV:CT D e c i s i o n T r e e T a r g e t ( ) O: 0@3C<5=B =><5@ % { i A r g / } . K $C=:FVO % { f u n c N a m e / } >GV:CT D e c i s i o n T r e e I n p u t ( ) O: 0@3C<5=B =><5@ % { i A r g / } . b !B>2?5FL " % { n a m e / } " 4;O C r e a t e D e c i s i o n T r e e ( ) =5 VA=CT 2 BV9 A0<V9 B01;8FV, I> 9 FV;L>289 AB>2?5FL. � 8H5 4>40B=V ?>ABV9=V FV;V 7=0G5==O 4>72>;ONBLAO O: 7=0G5==O ?5@V>48G=>ABV <>45;V ?@>3=>7C20==O. 8:>@8AB>2C9B5 0 4;O 2V4ACB=L>W ?5@V>48G=>ABV B0 1 4;O 02B>28O2;5==O. / V1;V>B5:C CB8;VB ?@>3=>7C20==O =5 7020=B065=>. O "@5BV9 0@3C<5=B DC=:FVW C r e a t e D e c i s i o n T r e e ( ) <0T 1CB8 FV;8< =52V4 T<=8< G8A;><. p $C=:FVO I s O n O r A f t e r ( ) <VAB8BL A:0;O@=89 28@07, O:89 ?>B@V1=> ?>@V2=OB8, 157 7=0G5==O, 7 O:8< ?>B@V1=> ?>@V2=OB8. J $C=:FVO % { f u n c N a m e / } >GV:CT D e c i s i o n T r e e N o d e ( ) O: 0@3C<5=B =><5@ % { i A r g / } . G $C=:FVO % { f u n c N a m e / } >GV:CT S p l i t B y V a l u e s ( ) O: 0@3C<5=B =><5@ % { i A r g / } . f $C=:FVN D e c i s i o n T r e e N o d e ( ) <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@V T a r g e t DC=:FVW C r e a t e D e c i s i o n T r e e ( ) . a $C=:FVN S p l i t B y V a l u e s ( ) <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@V T a r g e t DC=:FVW D e c i s i o n T r e e N o d e ( ) . 9 #:070=89 >?5@0B>@ ?>4V;C " % { o p e r a t o r / } " =5 ?V4B@8<CTBLAO. L 040=5 7=0G5==O " % { v a l u e / } " C " % { f u n c N a m e / } " =5 VA=CT 2 AB>2?FV " % { c o l u m n / } " a $C=:FVN S p l i t B y C o l u m n ( ) <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@V T a r g e t DC=:FVW D e c i s i o n T r e e N o d e ( ) . l $C=:FVN S p l i t B y C o l u m n ( ) <>6=0 28:>@8AB>2C20B8 ;8H5 O: V=AB@C:FVN T48=>3> ?>4V;C C DC=:FVW D e c i s i o n T r e e N o d e ( ) � 8O2;5=> =5AC<VA=89 AB>2?5FL >1 T4=0==O ( " % { t a b l e / } " [ % { c o l u m n / } ] ) . $C=:FVO " % { f u n c t i o n / } " =5 ?V4B@8<CT >1 T4=0==O 7 28:>@8AB0==O< AB>2?FV2 V7 @V7=8<8 B8?0<8 40=8E 01> 6C@=0;>< ?5@5B2>@5=L. � !?V;L=V AB>2?FV >1 T4=0==O =5 28O2;5=>. $C=:FVO >1 T4=0==O " % { f u n c t i o n / } " 28<030T ?@8=09<=V >4=>3> A?V;L=>3> AB>2?FO >1 T4=0==O. 8O2;5=> :V;L:0 AB>2?FV2 7 >4=>3> 1>:C, O:V 7 T4=CNBLAO 7 >4=8< V B8< A0<5 AB>2?F5< ( " % { t a b l e / } " [ % { c o l u m n / } ] ) 7 V=H>3> 1>:C. 0@07 DC=:FVO " % { f u n c t i o n / } " =5 ?V4B@8<CT >1 T4=0==O, 70 O:>3> :V;L:0 AB>2?FV2 7 >4=>3> 1>:C 7 T4=CNBLAO 7 >4=8< AB>2?F5< 7 V=H>3> 1>:C. } !B>2?5FL " % { t a b l e / } [ % { c o l u m n / } ] " =5 <0T 72 O7:V2 V7 B01;8F5N " % { m a i n t a b l e / } " , O:0 28:>@8AB>2CTBLAO 2 :>=B5:ABV 45@520 @VH5=L. � 8H5 4>40B=V ?>ABV9=V FV;V 7=0G5==O 4>72>;ONBLAO O: @5B@>A?5:B82=5 7=0G5==O <>45;V ?@>3=>7C20==O. 8:>@8AB>2C9B5 0 , O:I> @5B@>A?5:B82=5 7=0G5==O =5 ?>B@V1=> 28:>@8AB>2C20B8. [ 5B@>A?5:B82=89 ?@>3=>7 =5 ?V4B@8<CTBLAO 4;O <>45;59 ?@>3=>7C 7 1V;LH =V6 >4=>N :0B53>@VTN. � 5?@028;L=0 :V;L:VABL 0@3C<5=BV2. $C=:FVO % { f u n c t i o n / } >GV:CT B01;8FN O: ?5@H89 0@3C<5=B V @O4 B>G>: 70<VI5==O, :>6=0 7 O:8E ?@54AB02;5=0 7=0G5==O< 4;O :>6=>3> AB>2?FO. n $C=:FVO % { f u n c t i o n / } >GV:CT 7=0G5==O B8?C % { t y p e 1 / } O: 0@3C<5=B % { a r g / } , 0;5 >B@8<0=> 7=0G5==O B8?C % { t y p e 2 / } . K $C=:FVN % { f u n c / } <>6=0 28:>@8AB>2C20B8 ;8H5 O: ?0@0<5B@ DC=:FVW % { p a r e n t / } . y !B>2?5FL " % { t a b l e / } [ % { c o l u m n / } ] " =5 <>6=0 287=0G8B8 O: =5?5@5@2=89 AB>2?5FL, >A:V;L:8 9>3> B8? =5 " '8A;>289" V =5 " 0B0" . R ><5@ 0@3C<5=BC % { a r g / } 287=0G0T 4>40B:>289 :>5DVFVT=B V <0T 1CB8 28@07>< B01;8FV. + 87=0G5=> 701030B> 4>40B:>28E :>5DVFVT=BV2. 1 > DC=:FVW % { f u n c / } ?5@540=> 701030B> 0@3C<5=BV2. V 5 240;>AO AB2>@8B8 B01;8FN " % { n a m e / } " , 1> 265 VA=CT B01;8FO 01> 7<V==0 7 B0:8< V< O<. c $C=:FVO T i m e S e r i e s D a t a ( ) >GV:CT 7=0G5==O T a b l e I n d e x V C o l u m n P r o p e r t y 4;O :>6=>3> 2:070=>3> AB>2?FO. ` 5?@8?CAB8<89 ?0@0<5B@ T a b l e I n d e x , ?5@540=89 4> DC=:FVW % { f u n c N a m e / } 2 0@3C<5=BV =><5@ % { i A r g / } . d 5?@8?CAB8<89 ?0@0<5B@ C o l u m n P r o p e r t y , ?5@540=89 4> DC=:FVW % { f u n c N a m e / } 2 0@3C<5=BV =><5@ % { i A r g / } . C $C=:FVO % { f u n c N a m e / } >GV:CT :>=AB0=BC O: =><5@ 0@3C<5=BC % { i A r g / } . \ 8H5 4>40B=V ?>ABV9=V FV;V 7=0G5==O 4>72>;ONBLAO O: ?@>3=>7=V 7=0G5==O <>45;V ?@>3=>7C20==O. � $C=:FVO G e t I m a g e ( ) ?V4B@8<CT BV;L:8 U R L - 04@5A8 7V AE5<>N H T T P B0 H;OE8 4> D09;V2; U R L - 04@5A8 7V AE5<>N H T T P S B0 AE5<0<8 D09;V2 =5 ?V4B@8<CNBLAO. < @>B>:>; H T T P ?>25@=C2 :>4 AB0=C " % { s t a t u s / } " 4;O " % { U R L / } " . PAq $C=:FVO G e t I m a g e ( ) ?@89<0T ;8H5 B8? 2<VABC " >1@065==O" , 0;5 >B@8<0=> B8? 2<VABC " % { c o n t e n t t y p e / } " 4;O " % { U R L / } " . | $C=:FVO S u b s t i t u t e W i t h I n d e x ( ) =5 <>65 287=0G8B8 A?V;L=V AB>2?FV <V6 A2>W<8 >?5@0=40<8, O:V <>6=0 28:>@8AB0B8 4;O >1 T4=0==O. � $C=:FVO S u b s t i t u t e W i t h I n d e x ( ) 28O28;0 2 B01;8FV V=45:AV2 :V;L:0 @O4:V2, O:V 2V4?>2V40NBL ?>B>G=><C @O4:C 28EV4=>W B01;8FV. !;V4 70<V=8B8 28@078 2EV4=>W B01;8FV, I>1 7<V=8B8 AB>2?FV 4;O >1 T4=0==O. 6 =0G5==O ?@>F5=B8;O <0T 1CB8 2 4V0?07>=V 0 . . 1 2:;NG=>. b =0G5==O ?@>F5=B8;O <0T 1CB8 2 4V0?07>=V 1 / ( N + 1 ) . . N / ( N + 1 ) 2:;NG=>, 45 N :V;L:VABL 7=0G5=L 40=8E. K % { f u n c N a m e / } =5 ?V4B@8<CT 28@078 @O4:0 B8?C, ;>3VG=V 28@078 B0 28@078 40B8. = $C=:FVO % { f u n c / } <0T 28:>@8AB>2C20B8AO ;8H5 2 @>74V;V D E F I N E . M 0B0 ?>G0B:C 01> 7025@H5==O C DC=:FVW C a l e n d a r =5 <>65 1CB8 ?CAB8< 7=0G5==O<. J 0B0 ?>G0B:C C DC=:FVW C a l e n d a r =5 <>65 1CB8 ?V7=VH0, =V6 40B0 7025@H5==O. d $C=:FVO % { f u n c / } =5 ?V4B@8<CT 28@078 @O4:0 B8?C, ;>3VG=V 28@078 B0 28@078 40B8 4;O 0@3C<5=BC V a l u e s . / @3C<5=B G u e s s DC=:FVW X I R R <0T 1CB8 1V;LH5 - 1 . ) $C=:FVW X I R R =5 240;>AO 7=09B8 28@VH5==O. ? 5<0T ?@8?CAB8<>3> @57C;LB0BC DC=:FVW X I R R 4;O 7040=8E 7=0G5=L. T 5 240;>AO 287=0G8B8 @57C;LB0B DC=:FVW X I R R , B><C I> 0@3C<5=B8 V a l u e s V D a t e s ?CABV. M @8=09<=V >4=5 7=0G5==O 0@3C<5=BC D a t e s , ?5@540=5 4> DC=:FVW % { f u n c / } , ?CAB5. m "@5BV9 0@3C<5=B I n t e r v a l <>65 1CB8 ;8H5 >48= V7 B0:8E: 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 . > 5@H89 0@3C<5=B I n t e r v a l DC=:FVW D A T E D I F F <0T 1CB8 :>=AB0=B>N. . @3C<5=B R a t e DC=:FVW X N P V <0T 1CB8 1V;LH5 - 1 . W 5>1>2 O7:>289 0@3C<5=B DC=:FVW C A L E N D A R A U T O <0T 1CB8 FV;8< G8A;>< 2V4 1 4> 1 2 2:;NG=>. M $C=:FVW C A L E N D A R A U T O =5 240;>AO 7=09B8 107>289 AB>2?5FL 40B8 9 G0AC 2 <>45;V. _ $C=:FVW C A L E N D A R A U T O =5 240;>AO 7=09B8 ?@8?CAB8<C 40BC 2 107>28E AB>2?FOE 40B8 9 G0AC 2 <>45;V. V 5>1>2 O7:>289 0@3C<5=B DC=:FVW C A L E N D A R A U T O <0T >1G8A;N20B8AO 4> ?>ABV9=>3> 7=0G5==O. Z $C=:FVW S u m m a r i z e C o l u m n s ( ) V A d d M i s s i n g I t e m s ( ) =5 <>6=0 28:>@8AB>2C20B8 2 FL><C :>=B5:ABV. $C=:FVN C U R R E N T G R O U P ( ) <0T 1CB8 287=0G5=> O: 0@3C<5=B B01;8FV C DC=:FVW 03@530FVW B01;8FV, :>;8 WW 287=0G5=> O: 0@3C<5=B 28@07C C DC=:FVW G R O U P B Y ( ) . 0?@8:;04, G R O U P B Y ( S a l e s , G e o g r a p h y [ C o u n t r y ] , ' T o t a l S a l e s ' , S U M X ( C U R R E N T G R O U P ( ) , S a l e s [ P r i c e ] * S a l e s [ Q t y ] ) ) d 5@54 DC=:FVO<8 C u r r e n t G r o u p ( ) =5 4>72>;ONBLAO A:0=C20==O B01;8FL, :@V< 22545=8E DC=:FVTN G r o u p B y ( ) . W $C=:FVN % { f u n c t i o n / } =5 <>6=0 28:>@8AB>2C20B8 2 0@3C<5=BV 28@07C 4;O DC=:FVW G R O U P B Y ( ) . � @C389 ?0@0<5B@, ?5@540=89 4> DC=:FVW % { f u n c N a m e / } , =5?@8?CAB8<89. #:06VBL 7=0G5==O 0 4;O 0@3C<5=BC S t e p U n i t 01> 1 4;O 0@3C<5=BC S t e p S i z e . 0?8B ?>A;02AO =0 >1G8A;N20=C B01;8FN " % { t a b l e / } " , O:0 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 WW ?>B@V1=> ?5@5>1G8A;8B8 01> >=>28B8. r 0?8B ?>A;02AO =0 >1G8A;N20=C B01;8FN " % { t a b l e / } " , O:0 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 WW 28@07 <VAB8BL ?><8;:C. � 0?8B ?>A;02AO =0 >1G8A;N20=C B01;8FN " % { t a b l e / } " , O:0 =5 <VAB8BL 6>4=8E 40=8E, >A:V;L:8 2=0A;V4>: >1G8A;5==O >4=>3> 7 @O4:V2 AB0;0AO ?><8;:0. � 0?8B ?>A;02AO =0 >1G8A;N20=C B01;8FN " % { t a b l e / } " , O:0 70;568BL 2V4 V=H>3> AB>2?FO, B01;8FV, 72 O7:C 01> <V@8 2 =5?@8?CAB8<><C AB0=V. l $C=:FVN R O L L U P I S S U B T O T A L <>6=0 28:>@8AB>2C20B8 ;8H5 2 ?0@0<5B@0E g r o u p B y _ C o l u m n N a m e DC=:FVW A D D M I S S I N G I T E M S . Y $C=:FVO R O L L U P I S S U B T O T A L >GV:CT, I> " % { c o l u m n / } " F5 AB>2?5FL V7 B8?>< 40=8E T R U E / F A L S E . H $C=:FVO A D D M I S S I N G I T E M S >GV:CT B01;8FN 2 0@3C<5=BV ?V4 =><5@>< % { i A r g / } . f !B>2?5FL S h o w A l l DC=:FVW A D D M I S S I N G I T E M S <0T 1CB8 ?>2=VABN 287=0G5=> 2 0@3C<5=BV ?V4 =><5@>< % { i A r g / } . j !B>2?5FL S h o w A l l DC=:FVW A D D M I S S I N G I T E M S =5 7=0945=> O: AB>2?5FL G r o u p B y 2 0@3C<5=BV ?V4 =><5@>< % { i A r g / } . K 8:;8: DC=:FVW D i s c o v e r A m b i g u i t y <>65 <0B8 ;8H5 >4=C V=AB@C:FVN >FV=N20==O. l $C=:FVO % { f u n c / } >GV:CT 28@07 ?>A8;0==O =0 AB>2?5FL 01> 28@07 ?>A8;0==O =0 B01;8FN 4;O 0@3C<5=BC " % d { a r g / } " . _ $C=:FVO % { f u n c / } >GV:CT 28@07 ?>A8;0==O =0 AB>2?5FL 01> 28@07 B01;8FV 4;O 0@3C<5=BC " % d { a r g / } " . J @8=09<=V >48= DV;LB@ 1C2 7025;8:89 4;O 70AB>AC20==O 2 @568<V D i r e c t Q u e r y . w 01V@ @57C;LB0BV2 70?8BC 4> 7>2=VH=L>3> 465@5;0 40=8E 7025;8:89. 0:A8<0;L=> 4>72>;5=0 :V;L:VABL @O4:V2: % { t h r e s h o l d / } . a $C=:FVO " % { f u n c N a m e / } " =5 ?V4B@8<CT >1 T4=0==O AB>2?FO B8?C % { t y p e 1 / } 7V AB>2?F5< B8?C % { t y p e 2 / } . s 5 <>6=0 28:>=0B8 28@07 C 2V440;5=><C 465@5;V 40=8E, >A:V;L:8 DC=:FVN � % { f u n c N a m e / } � =5 <>6=0 28:>=C20B8 2V440;5=>. j $C=:FVN " % { f u n c N a m e / } " =5 <>6=0 28:>@8AB>2C20B8 C 28@07V D A X >1G8A;N20=>3> AB>2?FO 4;O <>45;V D i r e c t Q u e r y . � @3C<5=B DC=:FVW " % { n a m e / } " <0T E81=89 B8? 40=8E, 01> @57C;LB0B 7025;8:89 G8 70<0;89. /:I> 0@3C<5=B <0T 28@060B8 40BC, 2>=0 <0T 1CB8 2 4V0?07>=V <V6 1 AVG=5< 1 0 0 � @>:C B0 3 1 � 3@C4=5< 9 9 9 9 @>:C. = $C=:FVO � % { f u n c N a m e / } � =5 ?V4B@8<CTBLAO 2 @568<V D i r e c t Q u e r y . O $C=:FVO � % { f u n c N a m e / } � =5 ?V4B@8<CTBLAO 2 FL><C :>=B5:ABV 2 @568<V D i r e c t Q u e r y . V $C=:FVN � % { f u n c N a m e / } � 701>@>=5=> 28@07>< 157?5:8 @V2=O @O4:0 4;O <>45;59 D i r e c t Q u e r y . L =0G5==O :>=AB0=B8 " % { v a l u e / } " =5 ?V4B@8<CTBLAO C 2V440;5=><C 465@5;V 40=8E. � !:0;O@=V 28@078 DC=:FVW " % { f u n c N a m e / } " <0NBL 1CB8 DC=:FVO<8 03@530FVW, I> 28:>@8AB>2CNBL 0@3C<5=B C u r r e n t G r o u p ( ) . 8@07 :>6=>W 03@530FVW <0T 1CB8 :>=AB0=B>N 01> ?>A8;0B8AO 157?>A5@54=L> =0 AB>2?FV DC=:FVW C u r r e n t G r o u p ( ) . M $C=:FVO " % { f u n c N a m e / } " =5 ?V4B@8<CT DC=:FVN D i s t i n c t C o u n t O: A:0;O@=89 28@07. PAp $C=:FVO T O P N S K I P =5 ?V4B@8<CTBLAO 7 B0:>N :><1V=0FVTN ?0@0<5B@V2. >:;04=VHV 2V4><>ABV 482. 2 4>:C<5=B0FVW M S D N . 6 $C=:FVO T O P N S K I P =5 ?V4B@8<CTBLAO 2 @568<V D i r e c t Q u e r y � >A8;0==O =0 AB>2?5FL " % { c o l u m n / } " B01;8FV " % { t a b l e / } " =5 <>6=0 28:>@8AB0B8 7 20@V0FVTN " % { v a r i a t i o n C o l u m n / } " , 1> 2 =L>3> =5<0T 20@V0FVW. T 0@V0FVN " % { v a r i a t i o n / } " =5 7=0945=> 4;O AB>2?FO " % { c o l u m n / } " C B01;8FV " % { t a b l e / } " . 9 5 240;>AO 287=0G8B8 T48=5 7=0G5==O 4;O 20@V0FVW " % { v a r i a t i o n / } " AB>2?FO " % { c o l u m n / } " ( C B01;8FV " % { t a b l e / } " ) . &5 <>65 B@0?;OB8AO, :>;8 D>@<C;0 <V@8 ?>A8;0TBLAO =0 AB>2?5FL V7 1030BL<0 7=0G5==O<8, 4;O O:>3> =5 2:070=> 03@530B=C DC=:FVN >B@8<0==O T48=>3> @57C;LB0BC ( O:- >B <V=V<C<C, <0:A8<C<C, :V;L:>ABV 01> AC<8) . g 5 240;>AO 28:>@8AB0B8 =>B0FVN 20@V0FVW " % { v a r i a t i o n / } " 4;O <V@8 " % { m e a s u r e / } " ( C B01;8FV " % { t a b l e / } " ) . t 5 240;>AO 7=09B8 20@V0FVN " % { v a r i a t i o n / } " 4;O AB>2?FO " % { c o l u m n / } " , 01> WW =5 <>6=0 28:>@8AB>2C20B8 2 FL><C 28@07V. V 87=0G5=5 V< O " % { t a b l e / } [ % { c o l u m n / } ] . [ % { v a r i a t i o n / } ] " =5 4>72>;5=> 2 FL><C :>=B5:ABV. � !B>2?5FL " % { t a b l e / } [ % { c o l u m n / } ] . [ % { v a r i a t i o n / } ] " =5 VA=CT 01> =5 <0T 72 O7:C 7 6>4=>N B01;8F5N, 4>ABC?=>N 2 ?>B>G=><C :>=B5:ABV. = $C=:FVO " % { f u n c N a m e / } " =54>ABC?=0 4;O 1030B>28<V@=8E <>45;59. # FV9 1030B>28<V@=V9 <>45;V =5 <>6=0 28:>@8AB>2C20B8 D A X - 70?8B8, B><C I> 5;5<5=B 70 70<>2GC20==O< VT@0@EVW " % { C u b e D i m / } " . " % { A t t r / } " F5 >1G8A;N20=89 5;5<5=B " % { M e m N a m e / } " . /:I> =5>1EV4=>, I>1 <>45;L ?V4B@8<C20;0 D A X - 70?8B8, 725@=VBLAO 4> A2>3> 04<V=VAB@0B>@0 01> @>7@>1=8:0. p 0@V0FVN " % { v a r i a t i o n / } " 4;O AB>2?FO " % { c o l u m n / } " , C:070=C C DC=:FVW " % { f u n c / } " , =5 7=0945=> C 28EV4=V9 B01;8FV. � # 72 O7:C B01;8FV 70?8B 7VB:=C2AO 7 DV;LB@0<8 157?5:8, O:V =5 <>6=0 C73>48B8 4;O ?>B>G=>3> :>@8ABC20G0. 25@=VBLAO 4> 04<V=VAB@0B>@0 01> @>7@>1=8:0, I>1 ?5@53;O=CB8 @>;V B0 287=0G5==O 157?5:8. � >@8ABC20G =0;568BL 4> :V;L:>E @>;59 " % 1 [ % { s t r R o l e / } % ] % [ , % { s t r R o l e / } % ] " , O:V <0NBL DV;LB@8 157?5:8. &5 =5 ?V4B@8<CTBLAO, :>;8 DV;LB@8 >4=>W 7 @>;59 <0NBL 0B@81CB S e c u r i t y F i l t e r i n g B e h a v i o r = B o t h D i r e c t i o n s V 2?;820NBL =0 B01;8FN " % { t a b l e n a m e / } " . r V;L:VABL 0@3C<5=BV2 =5?@8?CAB8<0. $C=:FVO % { f u n c t i o n / } <0T <VAB8B8 7=0G5==O 4;O :>6=>3> AB>2?FO C 28@07V B01;8FV. >@B56 =5 <>65 1CB8 ?CAB89. PAL >65= :>@B56 C :>=AB@C:B>@V B01;8FL <0T <VAB8B8 >4=0:>2C :V;L:VABL AB>2?FV2. 5 >=AB@C:B>@ B01;8FL =5 <>65 <0B8 4>40B:>289 0@3C<5=B. F < O " [ % { c o l u m n / } ] " C65 28:>@8AB0=> 4;O AB>2?FO 2 B01;8FV " % { t a b l e / } " . � 5 240;>AO 7=09B8 ?@8?CAB8<5 ?5@520=B065==O 4;O DC=:FVW ( " % { f u n c N a m e / } " ) , O:5 ?@89<0;> 1 C:070=89 A?8A>: ?0@0<5B@V2. 5@52V@B5 40=V ?@> 28:>@8AB0==O B0 A?@>1C9B5 7=>2C. l % 1 [ ' % { e x c e p t i o n / } ' % ] % [ ; ' % { e x c e p t i o n i n n e r / } % ' ] . ;0A E x t e n s i o n D i s c o v e r y H e l p e r V=VFVN202 =5>GV:C20=89 28=OB>:. Q ;O DC=:FVW " % { f u n c N a m e / } " O: 0@3C<5=B ?V4 =><5@>< % { i A r g / } >GV:CTBLAO :>=AB0=B0. % { e r r o r / } e $C=:FVO 1V1;V>B5:8 @>7H8@5=L ( % { f u n c N a m e / } ) ?>25@=C;0 40=V, O:V =5 240;>AO 7=09B8 2 107>2><C AB>2?FV. � # DC=:FVW % { f u n c N a m e / } :V;L:VABL >45@60=8E AB>2?FV2 ( % { o u t p u t C o l s / } ) =5 2V4?>2V40T ?>G0B:>2V9 :V;L:>ABV AB>2?FV2 C B01;8FV ( % { i n p u t C o l s / } ) . f $C=:FVO % { f u n c N a m e / } >GV:CT ?>2=VABN 287=0G5=5 ?>A8;0==O =0 AB>2?5FL O: 0@3C<5=B ?V4 =><5@>< % { i A r g / } . 8 $C=:FVO " % { n a m e / } " =5 ?>25@B0T =5?@8?CAB8<V A8<2>;8 X M L . ; &O :>4>20 B>G:0 =5 2V4?>2V40T 6>4=><C ?@8?CAB8<><C A8<2>;C. 2 $C=:FVO " % { f u n c t i o n / } " =5 ?V4B@8<CT 2:070=89 22V4. � $C=:FVO " % { f u n c t i o n / } " >GV:CT 157?5@5@2=>3> 284V;5==O, :>;8 AB>2?5FL 40B8 =5 C=V:0;L=89, <0T ?@>30;8=8 01> <VAB8BL G0A>289 2V4@V7>:. � $C=:FVO " % { f u n c t i o n / } " >GV:CT 157?5@5@2=>3> 284V;5==O, :>;8 AB>2?5FL 40B8 ?>E>48BL V7 B01;8FV =0 AB>@>=V� 1 42>=0?@O<;5=>3> 72 O7:C.
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S I n c r e m e n t V a l u e 4;O DC=:FVW G e n e r a t e S e r i e s =5 <>65 <0B8 7=0G5==O, =5 1V;LH5 70 =C;L. 6 @3C<5=B8 DC=:FVW G e n e r a t e S e r i e s =5 <>6CBL 1CB8 ?CABV. PAQ @3C<5=B8 DC=:FVW G e n e r a t e S e r i e s <0NBL 1CB8 G8A;>2>3> B8?C 01> B8?C " 40B0 9 G0A" . g I n c r e m e n t V a l u e 4;O DC=:FVW G e n e r a t e S e r i e s =5 <>65 <0B8 G8A;>25 7=0G5==O 7 @CE><>N :><>N, <5=H5 70 1 E - 6 . L $C=:FVO G e n e r a t e S e r i e s =5B>G=0 4;O =0ABV;L:8 <0;>3> 7=0G5==O I n c r e m e n t V a l u e . b I n c r e m e n t V a l u e 4;O DC=:FVW G e n e r a t e S e r i e s =5 <>65 <0B8 7=0G5==O 40B8 9 G0AC, <5=H5 70 <V;VA5:C=4C. _ @8=09<=V >48= 0@3C<5=B DC=:FVW G e n e r a t e S e r i e s =5 O2;OT A>1>N ?@8?CAB8<5 G8A;> 7 @CE><>N :><>N. � ;O DC=:FVW 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 ?>B@V1=> 287=0G8B8 ?0@0<5B@ :>>@48=0B8 ( =><5@ 0@3C<5=B0: % { i A r g / } ) C 283;O4V G8A;>2>3> A:0;O@=>3> 28@07C. � ;O DC=:FVW 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 ?>B@V1=> 287=0G8B8 ?0@0<5B@ @04VCA0 ( =><5@ 0@3C<5=B0: % { i A r g / } ) C 283;O4V G8A;>2>3> A:0;O@=>3> 28@07C. { $C=:FVO 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 >GV:CT, I> 4;O 0@3C<5=BC % { s t r A r g / } 1C45 2:070=> 4>40B=5 7=0G5==O G8A;>2>3> ?0@0<5B@0. z $C=:FVO 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 >GV:CT 7=0G5==O M a x M i n R a t i o O: 0@3C<5=B % { i A r g / } , B0: O: 28 2:070;8 AB>2?5FL @04VCA0. | $C=:FVO 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 >GV:CT 7=0G5==O M a x B l a n k R a t i o O: 0@3C<5=B % { i A r g / } , B0: O: 28 2:070;8 AB>2?5FL @04VCA0. d !B0;0AO ?><8;:0 0;3>@8B<C 281V@:8. 5 240;>AO 7=09B8 ?>B@V1=C 281V@:C 70 ?@8?CAB8<C :V;L:VABL A?@>1. � $C=:FVO 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 >GV:CT, I> 4;O 0@3C<5=BC % { s t r A r g / } 1C45 2:070=> 7=0G5==O G8A;>2>3> ?0@0<5B@0, 1V;LH5 70 >48=8FN. o EV4=0 B01;8FO 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 <VAB8BL 701030B> @O4:V2. >?CAB8<0 :V;L:VABL @O4:V2: 4> % { s t r A r g / } . = =CB@VH=O ?><8;:0: ?>HC: =5?@8?CAB8<8E 40=8E C IV;L=V9 G5@7V. W =0G5==O @>74V;L=8:0 C DC=:FVW C O M B I N E V A L U E S <>65 1CB8 ;8H5 =5?CAB8< @O4:><- :>=AB0=B>N. @ ><8;:0 2 5;5<5=BV >1G8A;5==O " % { t a b l e / } " [ % { c a l c u l a t i o n i t e m / } ] : [ # ?>B>G=><C :>=B5:ABV =5<0T ?>A8;0==O =0 <V@C, O:C ?>B@V1=> 70AB>AC20B8 O: S E L E C T E D M E A S U R E . < =CB@VH=O ?><8;:0: >1 T:B 70?8BC <VAB8BL ?><8;:C 70;56=>ABV. Z # ?>B>G=><C :>=B5:ABV =5<0T ?>A8;0==O =0 <V@C, ?@840B=>3> 4;O DC=:FVW S E L E C T E D M E A S U R E N A M E . X # ?>B>G=><C :>=B5:ABV =5<0T ?>A8;0==O =0 <V@C, ?@840B=>3> 4;O DC=:FVW I S S E L E C T E D M E A S U R E . < 5?@8?CAB8<V 2EV4=V 0@3C<5=B8 4;O DC=:FVW I S S E L E C T E D M E A S U R E . � 5?@8?CAB8<V 2EV4=V 0@3C<5=B8 4;O DC=:FVW I S S E L E C T E D M E A S U R E . >=0 ?@0FNT BV;L:8 7 <V@0<8 <>45;V. V@C [ % { m e a s u r e / } ] =5 287=0G5=> C 20HV9 B01;8G=V9 <>45;V. B @C389 0@3C<5=B 4;O DC=:FVW " % { f u n c t i o n / } " <0T 287=0G0B8 AB>2?5FL. Z $C=:FVN N O N V I S U A L <>6=0 28:>@8AB>2C20B8 ;8H5 O: 7=0G5==O DV;LB@0 DC=:FVW S U M M A R I Z E C O L U M N S . D $C=:FVN N O N V I S U A L <>6=0 70AB>A>2C20B8 BV;L:8 4> AB>2?FV2 3@C?C20==O. 8 0@0<5B@ =01>@C @O4:V2 =5 ?V4B@8<CTBLAO C 28@07V 70?8BC. K $C=:FVO 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 ?V4B@8<CTBLAO 7 ?>B>G=>N :>=DV3C@0FVTN. R D E F I N E T A B L E ?V4B@8<CTBLAO 4;O B01;8G=8E <>45;59 V7 @V2=5< AC<VA=>ABV 1 2 0 0 V 28I5. T ;O DC=:FVW A L L C R O S S F I L T E R E D ?>B@V1=> 2:070B8 O: ?0@0<5B@ >4=5 ?>A8;0==O =0 B01;8FN. w $C=:FVN A L L C R O S S F I L T E R E D =5 <>6=0 28:>@8AB>2C20B8 O: 28@07 B01;8FV. >=0 <>65 2V4>1@060B8AO ;8H5 O: DV;LB@ C C A L C U L A T E . y $C=:FVN A L L 157 ?0@0<5B@V2 =5 <>6=0 28:>@8AB>2C20B8 O: 28@07 B01;8FV. >=0 <>65 2V4>1@060B8AO ;8H5 O: DV;LB@ C C A L C U L A T E . � 1G8A;N20=89 AB>2?5FL 01> 28@07 V7 70E8AB>< =0 @V2=V @O4:0 2 B01;8FV D i r e c t Q u e r y =5 <>6CBL ?>A8;0B8AO =0 B01;8FV 7 V=H>3> 465@5;0 40=8E. � 0<VI5==O 7<V==8E :C10 1V;LH5 =5 4>72>;OTBLAO. 1>2 O7:>2> =0;0HBC9B5 2 B01;8G=V9 <>45;V 2;0AB82VABL 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 . y V4 G0A A5@V0;V70FVW ?>:07=8:V2 70?8BV2 C J S O N 70DV:A>20=> :@8B8G=89 28=OB>:. >2V4><;5==O ?@> ?><8;:C: % { e x c e p t i o n W h a t / } o V;L:0 0@3C<5=BV2 =5 4>72>;OTBLAO C DC=:FVW A L L S E L E C T E D , :>;8 ?5@H89 0@3C<5=B O2;OT A>1>N ?>A8;0==O =0 B01;8FN. c 5?@028;L=> 28:>@8AB0=> 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 . # ?>B>G=><C :>=B5:ABV =5<0T ?>A8;0==O =0 <V@C. f $C=:FVO D A X , I> 28:>=CTBLAO 4;O 1030B>28<V@=>W <>45;V, =5 ?V4B@8<CT 2EV4=89 0@3C<5=B " % { c o l u m n r o l e / } " . v 5 <>6=0 AB2>@8B8 AB>2?5FL " % { c o l u m n / } " B01;8FV " % { t a b l e / } " , 1> >1G8A;N20=89 AB>2?5FL >1;0ABV 70?8BC =5 ?V4B@8<CTBLAO. w 0?8B ?>A;02AO =0 B01;8FN 3@C?8 >1G8A;5==O " % { t a b l e / } " , O:0 =5 <VAB8BL 40=8E, 1> WW ?>B@V1=> ?5@5>1G8A;8B8 01> >=>28B8. s #AV AB>2?FV A:;045=>3> :;NG0 <0NBL 2V4>1@060B8AO 2 70?8BV T r e a t A s . @0:CT AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " . @ ><8;:0 2 5;5<5=BV >1G8A;5==O " % { t a b l e / } " [ % { c a l c u l a t i o n i t e m / } ] : d 5 240;>AO AB2>@8B8 <V@C " % { m e a s u r e / } " G5@57 :>=D;V:B V<5= 7 V=H>N 70@575@2>20=>N 2=CB@VH=L>N <V@>N. g !5:B>@ C AB>2?FV 3@C?8 >1G8A;5==O " % { t a b l e / } " [ % { c o l u m n / } ] ?>A8;0TBLAO =0 =5VA=CNG89 5;5<5=B >1G8A;5==O. o ;O A5:B>@0 2 AB>2?FV 3@C?8 >1G8A;5==O " % { t a b l e / } " [ % { c o l u m n / } ] ?>B@V1=> 284V;8B8 @V2=> >48= 5;5<5=B >1G8A;5==O. � 5?@8?CAB8<5 287=0G5==O @O4:0 D>@<0BC 4;O 5;5<5=B0 >1G8A;5==O " % { c a l c u l a t i o n I t e m / } " C B01;8FV " % { t a b l e / } " . ;O 287=0G5==O @O4:0 D>@<0BC ?>B@V15= 28@07 D A X B8?C " O4>:" . t $C=:FVN R E M O V E F I L T E R S =5 <>6=0 28:>@8AB>2C20BL O: 28@07 B01;8FV. >=0 <>65 2V4>1@060B8AO ;8H5 O: DV;LB@ C C A L C U L A T E . X 0?8B8 =0 >1G8A;5==O D A X ?@0FNNBL ;8H5 2 1070E 40=8E, I> <VABOBL ?@8=09<=V >4=C B01;8FN. t V4<>2;5=> 2 4>72>;V =0 5;5<5=B >1G8A;5==O " % { t a b l e / } " [ % { c a l c u l a t i o n I t e m / } ] , 1> 2V= ?>A8;0TBLAO =0 70E8I5=89 >1 T:B. / !B>2?5FL " % { c o l u m n / } " 2V4ACB=V9 C 2V4?>2V4V D Q . PA ><8;:0 V=VFV0;V70FVW X E v e n t . PA! 5 240;>AO AB2>@8B8 A50=A X E v e n t . 5 240;>AO 70:@8B8 A50=A X E v e n t . L $09; B@0AC20==O X E v e n t ?V4B@8<CT ;8H5 @>7H8@5==O D09;V2 " . x e m " V/ 01> " . x e l " . F V4=>A=89 H;OE 4> D09;C =5 ?V4B@8<CTBLAO 4;O D09;V2 B@0AC20==O X E v e n t . 3 5 240;>AO 28:>=0B8 :><0=4C. X E v e n t =5 V=VFV9>20=>. % { x e v e n t e r r o r / } PA y #AV B01;8FV, I> 28:>@8AB>2CNBLAO ?V4 G0A 70?8BC20==O 2 @568<V D i r e c t Q u e r y , ?>28==V 1CB8 7 >4=>3> @>48==>3> 465@5;0 40=8E. � 5 240;>AO 70?8B0B8 B01;8FN " % { t a b l e / } " C @568<V D i r e c t Q u e r y , >A:V;L:8 2>=0 107CTBLAO =0 :V;L:>E D S V . "01;8FV, O:V >B@8<CNBL 40=V 7 :V;L:>E D S V , =5 ?V4B@8<CNBLAO 2 @568<V D i r e c t Q u e r y . L 070 40=8E C @568<V D i r e c t Q u e r y =5 <>65 ?V4B@8<C20B8 70?8B8 @568<C I n M e m o r y . ] 070 40=8E ?5@51C20T 2 @568<V I n M e m o r y , B><C =5 <>65 ?V4B@8<C20B8 70?8B8 @568<C D i r e c t y Q u e r y . � #AB0=>2;5==O 4;O ?0@0<5B@0 D i r e c t Q u e r y M o d e 1C4L- O:>3> 7=0G5==O, 2V4<V==>3> 2V4 " 70 70<>2GC20==O<" , =5 ?V4B@8<CTBLAO, O:I> A;C610 A n a l y s i s S e r v i c e s =5 ?@0FNT 2 B01;8G=><C @568<V. � D i r e c t Q u e r y =5 <>6=0 28:>@8AB>2C20B8 7 F8< 465@5;>< 40=8E. !?@>1C9B5 ?5@59B8 4> ?V4B@8<C20=>3> 465@5;0 40=8E 01> >=>28B8 465@5;> 40=8E S Q L S e r v e r 4> >AB0==L>W 4>ABC?=>W 25@AVW. � "01;8FO " % { t a b l e / } " =5 <0T @>74V;C V7 2;0AB82VABN D i r e c t Q u e r y U s a g e , 4;O O:>W 2AB0=>2;5=> 7=0G5==O D i r e c t Q u e r y O n l y 01> I n M e m o r y W i t h D i r e c t Q u e r y . )>1 C2V<:=CB8 @568< D i r e c t Q u e r y 4;O FVTW <>45;V, ?>B@V1=> AB2>@8B8 @>74V; V 2:070B8 >4=5 7 F8E 7=0G5=L. � "01;8FO " % { t a b l e / } " 2:;NG0T :V;L:0 @>74V;V2 V7 2;0AB82VABN D i r e c t Q u e r y U s a g e , 4;O O:>W 2AB0=>2;5=> 7=0G5==O D i r e c t Q u e r y O n l y 01> I n M e m o r y W i t h D i r e c t Q u e r y . ;O 28:>@8AB0==O D i r e c t Q u e r y <>6=0 22V<:=CB8 ;8H5 >48= @>74V; C B01;8FV. � "01;8FO " % { t a b l e / } " =5 107CTBLAO =0 B0:><C A0<><C 465@5;V 40=8E, I> 9 V=HV B01;8FV 2 <>45;V. V4 G0A 70?8BC20==O 2 @568<V D i r e c t Q u e r y CAV B01;8FV ?>28==V 1CB8 7 >4=>3> 465@5;0 40=8E. PA� $C=:FVN " % { f u n c N a m e / } " =5 <>6=0 28:>@8AB>2C20B8 2 <>45;OE 7 0:B82>20=8< @568<>< D i r e c t Q u e r y . !?@>1C9B5 7<V=8B8 28@07 D>@<C;8 01> 28<:=CB8 @568< D i r e c t Q u e r y . Z >B>G=5 465@5;> 40=8E =5 ?V4B@8<CT DC=:FVN " % { c a p N a m e / } " , O:0 ?>B@V1=0 4;O 70?CA:C 70?8BC. "01;8FO " % { T a b l e N a m e / } " 107CTBLAO =0 2AB02;5=8E 40=8E, V WW =5 <>6=0 28:>@8AB>2C20B8 2 <>45;V 7 C2V<:=5=8< @568<>< D i r e c t Q u e r y . � " % { C o l u m n N a m e / } " C B01;8FV " % { T a b l e N a m e / } " F5 >1G8A;N20=89 AB>2?5FL V =5 <>65 28:>@8AB>2C20B8AO 2 <>45;V 7 C2V<:=5=8< @568<>< D i r e c t Q u e r y . Z ?5@0FVN " % { o p N a m e / } " =5 <>6=0 28:>@8AB>2C20B8 2 <>45;V 7 0:B82>20=8< @568<>< D i r e c t Q u e r y . 7 ?5@0FVW M D X / S Q L =5 ?V4B@8<CNBLAO 2 @568<V D i r e c t Q u e r y . � 1G8A;5=V AB>2?FV =5 <>6=0 28:>@8AB>2C20B8 2 <>45;OE 7 C2V<:=5=8< @568<>< D i r e c t Q u e r y . !?@>1C9B5 2840;8B8 >1G8A;5=89 AB>2?5FL 01> 28<:=CB8 @568< D i r e c t Q u e r y . f 568< D i r e c t Q u e r y =5 ?V4B@8<CT ?@82545==O 7 B8?V2 G8A;>28E 40=8E ( 7>:@5<0: I 8 , R 8 V C u r r e n c y ) C @O4>:. b # @568<V D i r e c t Q u e r y ?5@H89 0@3C<5=B DC=:FVW S E A R C H ?>28=5= 1CB8 =5?CAB8< 1C:25=8< A8<2>;>< @O4:0. L # @568<V D i r e c t Q u e r y 4@C389 0@3C<5=B DC=:FVW " % { f u n c N a m e / } " <0T AB0=>28B8 1 . a # @568<V D i r e c t Q u e r y DC=:FVO S U B S T I T U T E 4>72>;OT ;8H5 3 0@3C<5=B8, 4 - 9 0@3C<5=B =5 ?V4B@8<CTBLAO. c # @568<V D i r e c t Q u e r y 4@C389 0@3C<5=B DC=:FVW W E E K D A Y ?>28=5= 1CB8 >4=8< V7 F8E 7=0G5=L: 1 , 2 01> 3 . C # @568<V D i r e c t Q u e r y 28@07 =5 <>65 ?>25@B0B8 7=0G5==O @V7=8E B8?V2. � 0O2=V ?>2B>@8 7=0G5=L 4;O 0B@81CB0 " % { S o r t B y A t t r i b u t e / } " . V6 5;5<5=B0<8 0B@81CBV2 " % { S o r t A t t r i b u t e / } " V " % { S o r t B y A t t r i b u t e / } " ?V4B@8<CTBLAO ;8H5 72 O7>: " >48=- 4>- >4=>3>" . H ;O 0B@81CB0 " % { S o r t A t t r i b u t e / } " >B@8<0=> =5>GV:C20=V ?>2B>@8 5;5<5=BV2. PAn ;0AB82VABL " D a t a V i e w " <>6=0 28:>@8AB>2C20B8, ;8H5 :>;8 A;C618 A n a l y s i s S e r v i c e s 70?CI5=> 2 B01;8G=><C @568<V. � # @V7=89 G0A 28:>=0==O FL>3> 70?8BC ?><VG5=> =5C73>465=V <V6 A>1>N D@03<5=B8 40=8E. >6;820 ?@8G8=0: 7>2=VH=V B@0=70:FVW >=>2;NNBL BV A0<V 40=V ?V4 G0A 28:>=0==O 70?8BC. 0?CABVBL 70?8B ?>2B>@=>. � 1<565==O C A T A L O G _ N A M E C 70?8BV =0 28O2;5==O M D S C H E M A _ F U N C T I O N S <>6=0 28:>@8AB>2C20B8 ;8H5 4;O <>45;V D i r e c t Q u e r y . &O <>45;L ?@0FNT 2 @568<V I n M e m o r y 01> <0T @V25=L AC<VA=>ABV 4> 1 2 0 0 . Y 1<565==O C A T A L O G _ N A M E , 707=0G5=5 2 70?8BV =0 28O2;5==O M D S C H E M A _ F U N C T I O N S , =5?@8?CAB8<5. L V=F52V 2C7;8 =5 ?V4B@8<CNBLAO 4;O <>45;59 D i r e c t Q u e r y 7 =5?@>7>@8<8 <V@0<8. P 1G8A;N20=V AB>2?FV =5 ?V4B@8<CNBLAO 2 <>45;OE D i r e c t Q u e r y 7 =5?@>7>@8<8 <V@0<8. M0?8BC D A X =5 240;>AO 35=5@C20B8 70?8B D i r e c t Q u e r y , >A:V;L:8 ?5@528I5=> <0:A8<0;L=C :V;L:VABL 4>72>;5=8E ?0@0<5B@V2 01> ;VB5@0;V2 ( % d { l i m i t / } ) . 0728G09 F5 B@0?;OTBLAO, :>;8 <V@0 D i s t i n c t C o u n t >1G8A;NTBLAO 4;O AB>2?FV2 3@C?C20==O, =5?@O<> ?>2 O70=8E 7V AB>2?F5< D i s t i n c t C o u n t . >6;820 ?@8G8=0� 42>=0?@O<;5=5 ?5@5E@5A=5 DV;LB@C20==O. PA 1 5 240;>AO 7=09B8 ?>B>:>2C 107C 40=8E P o w e r P i v o t . PAx 5 240;>AO 2AB0=>28B8 ?V4:;NG5==O 4> ?>B>:>2>W 1078 40=8E P o w e r P i v o t ( ?5@528I5=> <0:A8<0;L=C :V;L:VABL ?>2B>@=8E A?@>1) . f 5<0T 4>ABC?=8E A5@25@V2, O:V ?@0FNNBL C @568<V P o w e r P i v o t , V 6>45= V7 =8E 0:B82=> =5 V=VFV0;V7CTBLAO. � @C?8 7020=B065=>ABV " % { g r o u p 1 / } " V " % { g r o u p 2 / } " 2:07CNBL =0 107C 40=8E " % { D B I D / } " . 0 2:070=C 107C 40=8E <>65 2:07C20B8 ;8H5 >4=0 3@C?0 7020=B065=>ABV 1078 40=8E. � 0<0;5 7=0G5==O ?0@0<5B@0 M a x M e m o r y . =0G5==O <0T ?5@528IC20B8 >1 T< ?0< OBV, O:89 70@07 28:>@8AB>2CT ?C; @5AC@AV2 ( % d { M e m o r y U s a g e / } � ) . � 0?8B ?5@528I82 <0:A8<0;L=C ?0< OBL 4;O 70?8BV2, 28:>=0=8E C ?>B>G=V9 3@C?V 7020=B065=>ABV ( 70?8B0=> % d { M e m o r y U s e d / } , >1<565==O: % d { M e m o r y L i m i t / } ) . ; ><0=40 I n t e r p r e t ?V4B@8<CTBLAO BV;L:8 2 B01;8G=><C @568<V. PA # $C=:FVO " % { f e a t u r e N a m e / } " 28<:=CB0. 5@5<8:0GV DC=:FV9 =54>ABC?=V. PA v &O DC=:FVO A;C61 0=0;V7C A n a l y s i s S e r v i c e s 4>ABC?=0, ;8H5 :>;8 @V25=L AC<VA=>ABV 1078 40=8E AB0=>28BL 1 2 0 0 01> 1V;LH5. s &O DC=:FVO A;C61 0=0;V7C A n a l y s i s S e r v i c e s =54>ABC?=0, :>;8 @V25=L AC<VA=>ABV 1078 40=8E AB0=>28BL 1 2 0 0 01> 1V;LH5. N &O DC=:FVO 28<030T, I>1 @V25=L AC<VA=>ABV 1078 40=8E AB0=>282 1 2 0 0 01> 1V;LH5. 6 1 T:B % { t y p e n a m e / } 7 V45=B8DV:0B>@>< % { i d / } =5 VA=CT. PA 8 1 T:B B8?C % { s t r T y p e / } 7 V<5=5< " % { s t r N a m e / } " =5 VA=CT. { 1 T:B B8?C % { s t r T y p e / } 7 V<5=5< " % { s t r N a m e / } " =5 VA=CT 2 10BL:V2AL:><C >1 T:BV B8?C % { 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 / } " . PA + < O 4;O % { t y p e n a m e / } ?CAB5 01> =5 2:070=5. v < O " % { n a m e / } " =5?@8?CAB8<5 4;O B8?C % { t y p e n a m e / } , 1> <VAB8BL ?@8=09<=V >48= =5?@8?CAB8<89 A8<2>; ( % { i n v a l i d c h a r s / } ) . � < O " % { n a m e / } " =5?@8?CAB8<5 4;O B8?C % { t y p e n a m e / } , 1> 9>3> 4>268=0 ?5@528ICT <0:A8<0;L=C 4>?CAB8<C :V;L:VABL A8<2>;V2: % { m a x c h a r s / } . z 1G8A;N20=89 AB>2?5FL " % { t a b l e / } " [ " % { c o l u m n / } " ] <VAB8BL 7=0G5==O D a t a S i z e , O:5 =5 ?V4B@8<CTBLAO 4;O >1G8A;N20=8E AB>2?FV2. F T@0@EVO " % { h i e r / } " B01;8FV " % { t a b l e / } " 2:;NG0T AB>2?5FL =><5@0 @O4:0. � !B>2?FV 42V9:>2>3> B8?C =5 <>6=0 28:>@8AB>2C20B8 2 :>@8ABC20FL:8E VT@0@EVOE. !B>2?5FL " % { c o l u m n / } " B01;8FV " % { t a b l e / } " 287=0G5=> O: 42V9:>289. 5 # B01;8FV " % { t a b l e / } " <0T 1CB8 ?@8=09<=V >48= @>74V;. E ;O AB>2?FO " % { t a b l e / } [ % { c o l u m n / } ] " =5 0:B82>20=> VT@0@EVN 0B@81CBV2. h !B>2?5FL " % { t a b l e / } [ % { c o l u m n / } ] " <0T 42V9:>289 B8? V7 =5?@8?CAB8<>N 01> =52:070=>N 2;0AB82VABN D a t a S i z e . � !B>2?5FL " % { t a b l e / } [ % { c o l u m n / } ] " =5 <>65 <0B8 ?CAB89 B8?. CAB89 B8? 40=8E <>6=0 =0AB@>WB8 ;8H5 2 >1G8A;N20=><C AB>2?FV 01> B0:><C, I> 2E>48BL 4> A:;04C >1G8A;N20=>W B01;8FV. 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 T@0@EVO " % { h i e r a r c h y / } " B01;8FV " % { t a b l e / } " <VAB8BL 420 @V2=V, O:V <0NBL >4=0:>289 28EV4=89 AB>2?5FL " % { c o l u m n / } " . PAN # B01;8FV " % { t a b l e / } " T 420 AB>2?FV, 2;0AB82VABL I s K e y O:8E <0T 7=0G5==O T r u e . . # B01;8FV " % { t a b l e / } " T 420 AB>2?FV 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 / } . Z V25=L " % { l e v e l / } " VT@0@EVW " % { h i e r / } " ( C B01;8FV " % { t a b l e / } " ) =5 ?>A8;0TBLAO =0 AB>2?5FL. i T@0@EVN 0B@81CBV2 4;O 28EV4=>3> AB>2?FO " % { c o l u m n / } " @V2=O " % { l e v e l / } " ( C B01;8FV " % { t a b l e / } " ) 28<:=CB>. % # B01;8FV " % { t a b l e / } " =5<0T AB>2?FV2. * # B01;8FV " % { t a b l e / } " =5<0T AB>2?FO :;NG0. Z !B>2?5FL R o w N u m b e r " % { c o l u m n / } " B01;8FV " % { t a b l e / } " ?V4B@8<CT ;8H5 B8? 40=8E " FV;5 G8A;>" . R "01;8FO " % { t a b l e / } " <0T 72 O7>: A0<0 V7 A>1>N: " % { r e l n a m e / } " . &5 =5 ?V4B@8<CTBLAO. L #:070=> =5?@8?CAB8<V ?@82 O7:8 4;O AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " . � !B>2?FV 42V9:>2>3> B8?C =5 <>6=0 28:>@8AB>2C20B8 C 72 O7:0E. !B>2?5FL ?5@28==>3> :;NG0 " % { c o l u m n / } " B01;8FV " % { t a b l e / } " 287=0G5=> O: 42V9:>289. >3> =5 <>6=0 28:>@8AB>2C20B8 C 72 O7:C. � !B>2?FV 42V9:>2>3> B8?C =5 <>6=0 28:>@8AB>2C20B8 C 72 O7:0E. !B>2?5FL 7>2=VH=L>3> :;NG0 " % { c o l u m n / } " B01;8FV " % { t a b l e / } " 287=0G5=> O: 42V9:>289. >3> =5 <>6=0 28:>@8AB>2C20B8 C 72 O7:C. � 1G8A;N20=89 AB>2?5FL " % { t a b l e / } " [ " % { c o l u m n / } " ] =5 <>6=0 287=0G8B8 O: 42V9:>289, 1> F59 B8? 40=8E =5 ?V4B@8<CTBLAO 4;O >1G8A;N20=8E AB>2?FV2. p ;0AB82VABL S o r t B y C o l u m n AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " ?>A8;0TBLAO A0<0 =0 A515, I> =5 ?V4B@8<CTBLAO. 5 ;O K P I <V@8 " % { m e a s u r e / } " =5 2:070=> FV;L>289 28@07. 2 ;O K P I <V@8 " % { m e a s u r e / } " =5 2:070=> 28@07 AB0=C. n ;O 2;0AB82>ABV S o r t B y C o l u m n AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2840;5=89 AB>2?5FL " % { n a m e / } " . 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 / } . � ;O 2;0AB82>ABV S o r t B y C o l u m n AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " 707=0G5=> AB>2?5FL " % { n a m e / } " , O:89 =0;568BL 4> B01;8FV " % { s o r t b y t a b l e / } " . !B>2?5FL A>@BC20==O <0T =0;560B8 4> BVTW A0<>W B01;8FV. y ;O 2;0AB82>ABV D a t a S o u r c e @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2840;5=5 465@5;> 40=8E " % { d a t a s o u r c e / } " . 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 / } . ;O 2;0AB82>ABV C o l u m n @V2=O " % { l e v e l / } " VT@0@EVW " % { h i e r / } " ( C B01;8FV " % { t a b l e / } " ) 707=0G5=> 2840;5=89 AB>2?5FL " % { c o l u m n / } " . � 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 / } . � ;O 2;0AB82>ABV C o l u m n @V2=O " % { l e v e l / } " VT@0@EVW " % { h i e r / } " ( C B01;8FV " % { t a b l e / } " ) 707=0G5=> AB>2?5FL " % { c o l u m n / } " , O:89 =0;568BL 4> V=H>W B01;8FV " % { c o l u m n t a b l e / } " . #AV @V2=V 2 VT@0@EVW <0NBL ?>A8;0B8AO =0 AB>2?FV 7 BVTW A0<>W B01;8FV. = 2 O7>: " % { r e l n a m e / } " C:07CT =0 2840;5=C B01;8FN " % { t a b l e / } " . V 2 O7>: " % { r e l n a m e / } " 2:07CT =0 2840;5=89 AB>2?5FL " % { c o l u m n / } " C B01;8FV " % { 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 / } ) . 2 O7>: " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " <0T ?0@0<5B@ C r o s s F i l t e r D i r e c t i o n 7V 7=0G5==O< O n e D i r e c t i o n . ;O ?0@0<5B@0 C r o s s F i l t e r D i r e c t i o n 72 O7:V2 " >48=- 4>- >4=>3>" A;V4 702648 2:07C20B8 7=0G5==O B o t h D i r e c t i o n s . E "01;8FO " % { t a b l e / } " =5 <>65 <0B8 1V;LH5 >4=>3> >1G8A;N20=>3> @>74V;C. � >45;L 40=8E <0T 704>2389 ;0=FN6>: 70;56=>AB59 >1G8A;N20=8E B01;8FL, O:89, V<>2V@=>, CB2>@NT F8:;. 5@52V@B5 D>@<C;8 >1G8A;N20=8E B01;8FL. � 8@07 D A X 4;O >1G8A;N20=>W B01;8FV " % { t a b l e / } " ?>25@B0T B8? 40=8E V a r i a n t 4;O AB>2?FO " % { c o l u m n / } " . <V=VBL >1G8A;5==O B0:, I>1 AB>2?5FL <VAB82 40=V C73>465=>3> B8?C. n @0:CT >1 T:B0 B01;8G=8E <5B040=8E " % { T M T y p e / } " : " % { T M N a m e / } " 4;O >1 T:B0 I M B I " % { I M B I T y p e / } " : " % { I M B I N a m e / } " . j ><0=40 U p g r a d e 4;O ?CAB>W 1078 40=8E " % { D B N a m e / } " =5 <>65 <VAB8B8 @O4:8 2 =01>@V @O4:V2 " % { R o w s e t T y p e / } " . � !E>65, 1070 <5B040=8E ?5@51C20T 2 =5C73>465=><C AB0=V. 8O2;5=> ?>A8;0==O =0 >1 T:B % { t y p e n a m e / } 7 V45=B8DV:0B>@>< % { i d / } , 0;5 F59 >1 T:B =5 240;>AO 7=09B8. | ;O 2;0AB82>ABV S t o r a g e E n g i n e U s e d 1078 40=8E " % { D B N a m e / } " =5 <>6=0 2:070B8 7=0G5==O T a b u l a r M e t a d a t a , 1> FN DC=:FVN 28<:=CB>. � 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 . { 5@5:;04 4;O :C;LBC@8 " % { c u l t u r e / } " ?>A8;0TBLAO =0 >1 T:B B8?C " % { t y p e n a m e / } " 7 V<5=5< " % { n a m e / } " , 0;5 F59 >1 T:B 2840;5=>. � 5@5:;04 4;O :C;LBC@8 " % { c u l t u r e / } " 287=0G5=> 4;O 2;0AB82>ABV " % { p r o p / } " V >1 T:B0 B8?C " % { t y p e n a m e / } " 7 V<5=5< " % { n a m e / } " , 0;5 FO 2;0AB82VABL =5?@8?CAB8<0 4;O >1 T:BV2 B0:>3> B8?C. � 5@5:;04 4;O >1 T:B0 B8?C " % { t y p e n a m e / } " 7 V<5=5< " % { n a m e / } " ( :C;LBC@0: % { c u l t u r e / } ) =5 2:07CT 2;0AB82VABL. #:06VBL, O:0 2;0AB82VABL FL>3> >1 T:B0 ?5@5:;040TBLAO ( =0?@8:;04, " < O" , " ?8A" B>I>) . � # 72 O7:C " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " 4;O :@0B=>ABV :V=FO " T O " 2:070=> 7=0G5==O " 030B>" . ;O :V=FO " T O " =5>1EV4=> 702648 2:07C20B8 :@0B=VABL " 48=" . � 2 O7>: " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " <0T =5?@8?CAB8<89 B8?. "8? =5>1EV4=> 702648 2:07C20B8 O: 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 / } . d 2 O7>: " % { r e l n a m e / } " 28:>@8AB>2CT V45=B8DV:0B>@ AB>2?FO, O:89 =5 =0;568BL 4> B01;8FV FL>3> 72 O7:C. � ;O 2;0AB82>ABV S t o r a g e E n g i n e M o d e 1078 40=8E " % { n a m e / } " =5 <>6=0 2:070B8 7=0G5==O T a b u l a r M e t a d a t a , 1> @V25=L AC<VA=>ABV 1078 40=8E AB0=>28BL % d { d b C o m p a t L e v e l / } , 0 4;O B01;8G=8E <5B040=8E =5>1EV4=89 @V25=L AC<VA=>ABV I>=09<5=H5 % d { m i n T a b u l a r C o m p a t L e v e l / } . � 1 T:B B01;8G=8E <5B040=8E " % { T M T y p e / } " : " % { T M N a m e / } " =5 2V4?>2V40T 6>4=><C >1 T:BC " % { U D M T y p e / } " >1 T:B0 U D M " % { U D M P a r e n t T y p e / } " 7 V45=B8DV:0B>@>< " % { P a r e n t I D / } " . w 1 T:B L i n g u i s t i c M e t a d a t a ?>A8;0TBLAO =0 >1 T:B C u l t u r e 7 V45=B8DV:0B>@>< % I 6 4 u { i d / } , 0;5 F59 >1 T:B =5 240;>AO 7=09B8. _ 1 T:B L i n g u i s t i c M e t a d a t a ?>A8;0TBLAO =0 >1 T:B C u l t u r e " % { c u l t u r e / } " , 0;5 F59 >1 T:B 2840;5=>. O ;0AB82VABL 2<VABC >1 T:B0 L i n g u i s t i c M e t a d a t a 4;O :C;LBC@8 " % { c u l t u r e / } " ?CAB0. ` C;LBC@0 " % { c u l t u r e / } " V ?0@0<5B@8 A>@BC20==O " % { c o l l a t i o n / } " =5?@8?CAB8<V 01> =5 ?V4B@8<CNBLAO. PAx ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2;0AB82VABL D a t a S o u r c e I D , ?@8?CAB8<C ;8H5 4;O @>74V;V2 70?8BC. b ;O @>74V;C 70?8BC " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =5>1EV4=> 2:070B8 2;0AB82VABL D a t a S o u r c e I D . } ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2;0AB82VABL Q u e r y D e f i n i t i o n , =5?@8?CAB8<C 4;O @>74V;V2 157 465@5;0. a ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> =5?@8?CAB8<5 7=0G5==O 2;0AB82>ABV T y p e . h &V;L>289 @>74V; =5>1EV4=> 287=0G8B8 ;8H5 V45=B8DV:0B>@>< 01> >4=>G0A=> V<5=5< B01;8FV B0 V<5=5< @>74V;C. � 8EV4=89 @>74V; " % { S o u r c e P a r t i t i o n N a m e / } " B01;8FV " % { S o u r c e T a b l e N a m e / } " <0T 1CB8 2 BV9 A0<V9 B01;8FV, I> 9 FV;L>289 @>74V;: " % { T a r g e t T a b l e N a m e / } " . � &V;L>289 ( 4;O >?5@0FVW 7;8BBO @>74V;V2) @>74V; " % { P a r t i t i o n N a m e / } " B01;8FV " % { T a b l e N a m e / } " =5 <>65 =0;560B8 4> ?>G0B:>28E @>74V;V2. T # =01>@V @O4:V2 =5 2:070=> 6>4=>3> ?>G0B:>2>3> @>74V;C 4;O >?5@0FVW 7;8BBO @>74V;V2. � ;0AB82VABL M o d e @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O. >74V;8 FL>3> B8?C ?V4B@8<CNBL 7=0G5==O " <?>@B" . ] "8? 40=8E V a r i a n t C:070=> 4;O AB>2?FO " % { c o l u m n / } " . !B>2?FV =5 ?V4B@8<CNBL B8? 40=8E V a r i a n t . � 5?@8?CAB8<5 7=0G5==O 2;0AB82>ABV D e f a u l t M o d e <>45;V " % { m o d e l / } " . @8?CAB8<V 7=0G5==O FVTW 2;0AB82>ABV: " <?>@B" 01> " D i r e c t Q u e r y " . ;O @>74V;V2, I> <VABOBL ?>2=89 =01V@ 40=8E ( 0 =5 281V@:C 40=8E) , ?>B@V1=> =0AB@>WB8 @568< D i r e c t Q u e r y B0 ?>2=V ?>40==O 40=8E 01> >B@8<C20B8 40=V 70 4>?><>3>N @568<C 70?8BC " <?>@B" . !E>65, FO <>45;L <VAB8BL =5AC<VA=V @>74V;8. 5@52V@B5 :>=DV3C@0FVN @>74V;V2. � V4 G0A 7020=B065==O <>45;V 40=8E 28O2;5=> =5>GV:C20=C =5C73>465=VABL. 5 240;>AO 4>40B8 AB>2?5FL " % { c o l n a m e / } " C B01;8FV " % { t a b l e / } " 4> 1030B>28<V@=>W AE5<8. ~ 5 240;>AO 7020=B068B8 <>45;L 40=8E G5@57 ?><8;:C ?V4 G0A A?@>18 =04VA;0B8 70?8B 4> ?>;O " % { f i e l d n a m e / } " B01;8FV D B P R O P E R T I E S . � 5 240;>AO 7020=B068B8 <>45;L 40=8E G5@57 =5C73>465=VABL 25@AV9 AE5< <5B040=8E. AB0==O 2V4><0 25@AVO AE5<8 ( % { l a s t v e r / } ) =5 <>65 1CB8 28I>N 70 ?>B>G=C 25@AVN AE5<8 ( % { c u r v e r / } ) . � 5 240;>AO 7020=B068B8 <>45;L 40=8E G5@57 =5?@8?CAB8<5 7=0G5==O ?5@5;VG5==O " % { e n u m V a l u e / } " 4;O 5;5<5=B0 " % { m e m b e r N a m e / } " 2 >1 T:BV " % { o b j e c t N a m e / } " 7 V45=B8DV:0B>@>< " % { o b j e c t I d / } " . PAU &59 28@07 AB>ACTBLAO >1 T:B0 B8?C " % { t y p e / } " 7 V< O< " % { l a b e l / } " , I> <VAB8BL ?><8;:C. � 5 240;>AO 7<V=8B8 AB>2?5FL, =0 O:89 ?>A8;0TBLAO >1 T: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 / } " B01;8FV " % { p e r s p t a b l e / } " ( C ?5@A?5:B82V " % { p e r s p / } " ) . <V=N20B8 >1 T:B, =0 O:89 C:07CT ?>A8;0==O, ?VA;O AB2>@5==O >1 T:B0 =5 4>72>;5=>. � 5 240;>AO 7<V=8B8 <V@C, =0 O:C ?>A8;0TBLAO >1 T: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 / } " B01;8FV " % { p e r s p t a b l e / } " ( C ?5@A?5:B82V " % { p e r s p / } " ) . <V=N20B8 >1 T:B, =0 O:89 C:07CT ?>A8;0==O, ?VA;O AB2>@5==O >1 T:B0 =5 4>72>;5=>. � 5 240;>AO 7<V=8B8 VT@0@EVN, =0 O:C ?>A8;0TBLAO >1 T: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 / } " B01;8FV " % { p e r s p t a b l e / } " ( C ?5@A?5:B82V " % { p e r s p / } " ) . <V=N20B8 >1 T:B, =0 O:89 C:07CT ?>A8;0==O, ?VA;O AB2>@5==O >1 T:B0 =5 4>72>;5=>. � 1 T:B P e r s p e c t i v e C o l u m n C ?5@A?5:B82V " % { p e r s p / } " ?>A8;0TBLAO =0 AB>2?5FL " % { p e r s p c o l u m n / } " B01;8FV " % { p e r s p t a b l e / } " , ?@>B5 =0;568BL 4> >1 T:B0 P e r s p e c t i v e T a b l e , I> ?>A8;0TBLAO =0 V=HC B01;8FN ( " % { p e r s p t a b l e p a r e n t / } " ) . � 1 T:B P e r s p e c t i v e M e a s u r e 2 ?5@A?5:B82V " % { p e r s p / } " ?>A8;0TBLAO =0 <V@C " % { p e r s p m e a s u r e / } " B01;8FV " % { p e r s p t a b l e / } " , ?@>B5 =0;568BL 4> >1 T:B0 P e r s p e c t i v e T a b l e , I> ?>A8;0TBLAO =0 V=HC B01;8FN ( " % { p e r s p t a b l e p a r e n t / } " ) . � 1 T:B P e r s p e c t i v e H i e r a r c h y 2 ?5@A?5:B82V " % { p e r s p / } " ?>A8;0TBLAO =0 VT@0@EVN " % { p e r s p h i e r a r c h y / } " B01;8FV " % { p e r s p t a b l e / } " , ?@>B5 =0;568BL 4> >1 T:B0 P e r s p e c t i v e T a b l e , I> ?>A8;0TBLAO =0 V=HC B01;8FN ( " % { p e r s p t a b l e p a r e n t / } " ) . S ;O >1 T:B0 P e r s p e c t i v e T a b l e C ?5@A?5:B82V " % { p e r s p / } " 1@0:CT ?>A8;0==O =0 B01;8FN. 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 / } ' . ^ 1 T:B P e r s p e c t i v e T a b l e C ?5@A?5:B82V " % { p e r s p / } " ?>A8;0TBLAO =0 2840;5=C B01;8FN " % { t a b l e / } " . n ;O >1 T:B0 P e r s p e c t i v e C o l u m n C B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " 1@0:CT ?>A8;0==O =0 AB>2?5FL. } 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 / } ' . { 1 T:B P e r s p e c t i v e C o l u m n C B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " ?>A8;0TBLAO =0 2840;5=89 AB>2?5FL " % { c o l u m n / } " . q ;O >1 T:B0 P e r s p e c t i v e H i e r a r c h y 2 B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " 1@0:CT ?>A8;0==O =0 VT@0@EVN. � 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 / } ' . { 1 T:B P e r s p e c t i v e H i e r a r c h y 2 B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " ?>A8;0TBLAO =0 2840;5=C VT@0@EVN " % { h i e r / } " . PAk ;O >1 T:B0 P e r s p e c t i v e M e a s u r e 2 B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " 1@0:CT ?>A8;0==O =0 <V@C. � 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 / } ' . x 1 T:B P e r s p e c t i v e M e a s u r e 2 B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " ?>A8;0TBLAO =0 2840;5=C <V@C " % { m e a s u r e / } " . � 5 240;>AO 7<V=8B8 B01;8FN, =0 O:C ?>A8;0TBLAO >1 T:B 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 / } " ?5@A?5:B828 " % { p e r s p / } " . <V=N20B8 >1 T:B, =0 O:89 C:07CT ?>A8;0==O, ?VA;O AB2>@5==O >1 T:B0 =5 4>72>;5=>. w 5 <>6=0 7<V=8B8 >1 T:B " #G0ABL C @>;V" 7 V< O< " % { n a m e / } " . 1 T:B8 " #G0ABL C @>;V" <>6=0 ;8H5 AB2>@N20B8 01> 2840;OB8. � @0:CT 4>72>;V2 4;O B01;8G=>3> >=>2;5==O 1078 40=8E " % { D B N a m e / } " . ><0=4C T a b u l a r U p g r a d e <>6=0 28:>=C20B8 ;8H5 7 4>72>;0<8 04<V=VAB@0B>@0 A5@25@0. J ;O >1 T:B0 T a b l e P e r m i s s i o n C @>;V " % { r o l e / } " 1@0:CT ?>A8;0==O =0 B01;8FN. 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 / } ' . U 1 T:B T a b l e P e r m i s s i o n C @>;V " % { r o l e / } " ?>A8;0TBLAO =0 2840;5=C B01;8FN " % { t a b l e / } " . � # I>9=> AB2>@5=><C >1 T:BV W i n d o w s R o l e M e m b e r s h i p ( C @>;V " % { r o l e / } " ) =5 2:070=> 7=0G5==O 4;O 6>4=>3> 7 ?0@0<5B@V2 M e m b e r N a m e , M e m b e r I D . V4 G0A AB2>@5==O >1 T:B0 W i n d o w s R o l e M e m b e r s h i p =5>1EV4=> 2:070B8 >48= V7 F8E ?0@0<5B@V2 01> >18420. � # I>9=> AB2>@5=><C >1 T:BV E x t e r n a l R o l e M e m b e r s h i p ( C @>;V " % { r o l e / } " 4;O ?>AB0G0;L=8:0 " % { p r o v i d e r / } " ) =5 2:070=> 7=0G5==O ?0@0<5B@0 M e m b e r I D . V4 G0A AB2>@5==O >1 T:B0 E x t e r n a l R o l e M e m b e r s h i p =5>1EV4=> 2:070B8 F59 ?0@0<5B@. � "01;8G=0 1070 40=8E " % { D B N a m e / } " ?5@51C20T 2 =5C73>465=><C AB0=V, V 4> =5W =5 <>6=0 >B@8<0B8 4>ABC?. 840;VBL WW B0 AB2>@VBL 7=>2C 01> 2V4=>2VBL V7 ?@8?CAB8<>W @575@2=>W :>?VW. o ;O >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " =5>1EV4=> 2:070B8 72 O7>: V AB0=40@B=C VT@0@EVN 01> AB0=40@B=89 AB>2?5FL. p ;O >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " =5 <>6=0 2:07C20B8 2;0AB82>ABV D e f a u l t H i e r a r c h y B0 D e f a u l t C o l u m n 2>4=>G0A. r ;O AB0=40@B=>3> >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " =5>1EV4=> 2:070B8 AB0=40@B=C VT@0@EVN 01> AB0=40@B=89 AB>2?5FL. n /:I> 2:07CTBLAO 72 O7>:, 4;O >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " =5>1EV4=> 287=0G8B8 72 O7>: C ?>B>G=V9 B01;8FV. � !B0=40@B=0 VT@0@EVO >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " <0T ?5@51C20B8 C 72 O7:C =0 1>FV ?5@28==>3> :;NG0, O:I> 2:07CTBLAO B5 9 V=H5. � !B0=40@B=89 AB>2?5FL >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " <0T ?5@51C20B8 C 72 O7:C =0 1>FV ?5@28==>3> :;NG0, O:I> 4;O >1 T:B0 V a r i a t i o n C:07CNBLAO 2;0AB82>ABV D e f a u l t C o l u m n V R e l a t i o n s h i p . y /:I> =5 2:07CTBLAO 72 O7>:, C ?>B>G=V9 B01;8FV =5>1EV4=> 287=0G8B8 AB0=40@B=C VT@0@EVN >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " . z /:I> =5 2:07CTBLAO 72 O7>:, C ?>B>G=V9 B01;8FV =5>1EV4=> 287=0G8B8 AB0=40@B=89 AB>2?5FL >1 T:B0 V a r i a t i o n " % { v a r i a t i o n / } " . � ;O AB>2?FO " % { c o l u m n / } " B01;8FV " % { c o l u m n / } " :V;L:0 >1 T:BV2 V a r i a t i o n ?>7=0G5=> O: AB0=40@B=V. 815@VBL O: AB0=40@B=89 >48= >1 T:B V a r i a t i o n . { ;0AB82VABL D a t a T y p e AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " =5 <>6=0 7<V=8B8 7 42V9:>2>3> =0 =542V9:>289 B8? 01> =02?0:8. w 030;L=0 :V;L:VABL AB>2?FV2 C <>45;V ( % l d { N u m b e r O f C o l u m n s / } ) ?5@528ICT <0:A8<0;L=C 4>?CAB8<C: % l d { M a x N u m b e r O f C o l u m n s / } . \ ;O AB>2?FO " % { c o l u m n / } " 2 >1G8A;N20=V9 B01;8FV " % { t a b l e / } " 1@0:CT 2;0AB82>ABV S o u r c e C o l u m n . � ;O AB>2?FO " % { c o l u m n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2;0AB82VABL I n f e r r e d N a m e . 8H5 AB>2?FV 7 >1G8A;N20=>W B01;8FV <>6CBL <0B8 ;>3VG=V V<5=0. � 0?8B D D L C D>@<0BV J S O N <>6=0 28:>=0B8 ;8H5 AB>A>2=> 107 40=8E V7 @V2=5< AC<VA=>ABV 1 2 0 0 01> 1V;LH5. &V;L>20 1070 40=8E 4;O ?>B>G=>3> 70?8BC D D L C D>@<0BV J S O N ( " % { d a t a b a s e / } " ) <0T @V25=L AC<VA=>ABV % { c o m p a t / } . � # 70?8BV 2:070=> 7>2=VH=N ?@82 O7:C, I> <0T =5?@8?CAB8<89 FV;L>289 >1 T:B. >B@V1=> 2:070B8 V45=B8DV:0B>@ ?@8?CAB8<>3> >1 T:B0: B01;8FV, @>74V;C 01> <>45;V. � # B01;8FV 7 @>74V;0<8, 45 28:>@8AB>2CNBLAO @568< " <?>@B" V ?>2=5 ?>40==O 40=8E, =5 <>65 1CB8 @>74V;V2, O:V 28:>@8AB>2CNBL ?>40==O 40=8E 7@07:0. � >6=0 B01;8FO <0T <VAB8B8 ?@8=09<=V >48= @>74V; C ?>2=><C ?>40=V 40=8E. "01;8FO " % { t a b l e / } " =5 <VAB8BL 6>4=>3> @>74V;C 7 ?>2=8< ?>40==O< 40=8E. )>1 ?@>4>268B8, =0AB@>9B5 ?@8=09<=V >48= @>74V; =0 28:>@8AB0==O ?>2=>3> ?>40==O 40=8E. � ;O @>74V;C =5>1EV4=> =0AB@>WB8 >48= V7 B0:8E @568<V2 70?8BC: " <?>@B" , " D i r e c t Q u e r y " 01> " 0 70<>2GC20==O<" . ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =0AB@>T=> @568< 70?8BC " @8<CA>25 =04A8;0==O" . #:06VBL 4;O @568<C 70?8BC ?@8?CAB8<5 7=0G5==O. � >74V;8 D i r e c t Q u e r y =5 4>72>;5=> 28:>@8AB>2C20B8 2 B01;8FV " % { t a b l e / } " , 1> 2>=0 <0T 72 O7>: " 40B0 9 G0A 4> 40B8" 7 V=H>N B01;8F5N. ;O B01;8FV 7 B0:8< B8?>< 72 O7:C ?>B@V1=> =0AB@>WB8 @568< 70?8BC " <?>@B" . PAX# B01;8FV 7 @>74V;0<8, 45 28:>@8AB>2CNBLAO @568< D i r e c t Q u e r y B0 ?>2=5 ?>40==O 40=8E, <>65 1CB8 ;8H5 >48= @>74V; C @568<V D i r e c t Q u e r y . # FV9 <>45;V B01;8FO " % { t a b l e / } " <0T =5?@8?CAB8<V =0AB@>9:8 @>74V;V2. >6;82>, 20< 4>2545BLAO >1 T4=0B8 01> 2840;8B8 :V;L:0 @>74V;V2, I>1 70;8H82AO ;8H5 >48= @>74V; C @568<V D i r e c t Q u e r y 7 ?>2=8< ?>40==O< 40=8E. t #AV @>74V;8, 45 28:>@8AB>2CTBLAO @568< D i r e c t Q u e r y 7 ?>2=8< ?>40==O< 40=8E, <0NBL 70?8BC20B8 >4=0:>25 465@5;> 40=8E. � # 2AVE @>74V;0E =0 >A=>2V ?>40==O 40=8E 7@07:0 40=V <0NBL >B@8<C20B8AO 70 4>?><>3>N @568<C 70?8BC " <?>@B" . # @>74V;V " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 28:>@8AB>2CTBLAO =5?@8?CAB8<89 @568< 70?8BC. E 65@5;> 40=8E � % { d s n a m e / } � C 107V 40=8E =5 2:070=> 2 :><0=4V U p g r a d e . � 0@0<5B@ S e c u r i t y F i l t e r B e h a v i o r 72 O7:C <V6 AB>2?FO<8 " % { f r o m T a b l e / } " [ " % { f r o m C o l u m n / } " ] V " % { t o T a b l e / } " [ " % { t o C o l u m n / } " ] =5 <>65 <0B8 7=0G5==O B o t h D i r e c t i o n s , :>;8 4;O ?0@0<5B@0 C r o s s F i l t e r B e h a v i o r 2:070=> 7=0G5==O O n e D i r e c t i o n . c 2>=0?@O<;5=5 ?5@5E@5A=5 DV;LB@C20==O 4;O 157?5:8 =0 @V2=V @O4:0 =5 0:B82>20=> 4;O ?>B>G=>W <>45;V. � 0@0<5B@ S e c u r i t y F i l t e r B e h a v i o r 72 O7:C <V6 AB>2?FO<8 " % { f r o m T a b l e / } " [ " % { f r o m C o l u m n / } " ] V " % { t o T a b l e / } " [ " % { t o C o l u m n / } " ] =5 <>65 <0B8 7=0G5==O B o t h D i r e c t i o n s , :>;8 72 O7>: =5 0:B82>20=>. � C;LBC@0 " % { c u l t u r e / } " <0T :V;L:0 20@V0=BV2 ?5@5:;04C >1 T:B0 7 V45=B8DV:0B>@>< " % l u { o b j e c t I D / } " V B8?>< " % d { o b j e c t T y p e / } " 4;O BVTW A0<>W ?5@5:;045=>W 2;0AB82>ABV ( % d { p r o p e r t y T y p e / } ) . � "01;8FO " % { t a b l e / } " 265 <0T 72 O7>:, 4> O:>3> 70AB>A>2CTBLAO DV;LB@0FVO 70E8ABC 40=8E V7 ?0@0<5B@>< " 18420" . >;8 281@0=> F59 ?0@0<5B@, 4>?CA:0TBLAO ;8H5 >48= 72 O7>: =0 B01;8FN. � ;O B01;8FV " % { t a b l e / } " =0AB@>T=> 70E8AB =0 @V2=V @O4:0, I> =0:;040T >1<565==O I>4> B>3>, O: ?>B@V1=> 2:07C20B8 DV;LB@8 70E8ABC. > 72 O7:C " % { r e l a t i o n s h i p / } " =5 <>6=0 70AB>AC20B8 DV;LB@0FVN 70E8ABC 40=8E V7 ?0@0<5B@>< " 18420" . 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 / } ' . 1 T:B V a r i a t i o n " % { v a r i a t i o n / } " ( C AB>2?FV " % { c o l u m n / } " ) ?>A8;0TBLAO =0 2840;5=89 >1 T:B " % { o b j e c t N a m e / } " B8?C % { o b j e c t T y p e / } . � "01;8FO " % { t a b l e / } " <VAB8BL AB>2?5FL V >1 T:B B8?C % { o b j e c t t y p e / } ?V4 B0:8< A0<8< V< O< " % { n a m e / } " . 5@59<5=C9B5 >48= 7 5;5<5=BV2. � >;8 22V<:=CB> ?>7=0G5==O 20@V0FV9, 4;O 20@V0FVW " % { v a r i a t i o n / } " C AB>2?FV " % { c o l u m n / } " B01;8FV " % { t a b l e / } " ?>B@V1=> 2:070B8 72 O7>:. � >;8 22V<:=CB> ?>7=0G5==O 20@V0FV9, 4;O 2;0AB82>ABV S h o w A s V a r i a t i o n s O n l y B01;8FV " % { t a b l e / } " ?>B@V1=> 2AB0=>28B8 7=0G5==O " 1 " , >A:V;L:8 FO B01;8FO FV;L>20 4;O 20@V0FVW " % { v a r i a t i o n / } " AB>2?FO " % { v a r i a t i o n C o l u m n / } " B01;8FV " % { v a r i a t i o n T a b l e / } " . >0@V0FVO " % { v a r i a t i o n 1 / } " 4;O AB>2?FO " % { v a r i a t i o n 1 C o l u m n / } " C B01;8FV " % { v a r i a t i o n 1 T a b l e / } " V 20@V0FVO " % { v a r i a t i o n 2 / } " 4;O AB>2?FO " % { v a r i a t i o n 2 C o l u m n / } " C B01;8FV " % { v a r i a t i o n 2 T a b l e / } " C:07CNBL =0 >4=0:>2C B01;8FN " % { t a b l e / } " . @>B5, :>;8 22V<:=CB> ?>7=0G5==O 20@V0FV9, =0 B01;8FN <>65 2:07C20B8 ;8H5 >4=0 20@V0FVO. � >;8 22V<:=CB> ?>7=0G5==O 20@V0FV9, B01;8FO " % { t a b l e / } " 7V 7=0G5==O< " 1 " 4;O 2;0AB82>ABV S h o w A s V a r i a t i o n s O n l y <0T 1CB8 FV;L>2>N 4;O 20@V0FVW. r >;8 22V<:=CB> ?>7=0G5==O 20@V0FV9, AB>2?5FL " % { c o l u m n / } " C B01;8FV " % { t a b l e / } " <>65 <VAB8B8 BV;L:8 >4=C 20@V0FVN. � >;8 22V<:=CB> ?>7=0G5==O 20@V0FV9, 4;O 2;0AB82>ABV I s D e f a u l t 20@V0FVW " % { v a r i a t i o n / } " C AB>2?FV " % { c o l u m n / } " B01;8FV " % { t a b l e / } " ?>B@V1=> 2AB0=>28B8 7=0G5==O T r u e . � 1 T:B P e r s p e c t i v e S e t C ?5@A?5:B82V " % { p e r s p / } " ?>A8;0TBLAO =0 =01V@ " % { p e r s p s e t / } " B01;8FV " % { p e r s p t a b l e / } " , ?@>B5 =0;568BL 4> >1 T:B0 P e r s p e c t i v e T a b l e , I> ?>A8;0TBLAO =0 V=HC B01;8FN " % { p e r s p t a b l e p a r e n t / } " . � 5 240;>AO 7<V=8B8 =01V@, =0 O:89 ?>A8;0TBLAO >1 T:B P e r s p e c t i v e S e t " % { p e r s p s e t / } " C B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p e c t i v e / } " . 5 <>6=0 7<V=N20B8 265 AB2>@5=V >1 T:B8, =0 O:V 2:07CT ?>A8;0==O. g 1 T:B P e r s p e c t i v e S e t C B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " =5 <VAB8BL ?>A8;0==O =0 =01V@. 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 / } ' . r 1 T:B P e r s p e c t i v e S e t C B01;8FV " % { p e r s p t a b l e / } " ?5@A?5:B828 " % { p e r s p / } " ?>A8;0TBLAO =0 2840;5=89 =01V@ " % { s e t / } " . 7 $C=:FVN 2AB0=>2;5==O =5 0:B82>20=> 4;O ?>B>G=>W <>45;V. � 5 240;>AO 4>40B8 >1 T:B B8?C % { n e w o b j e c t t y p e / } 7 V< O< " % { n a m e / } " , 1> % { e x i s t i n g o b j e c t t y p e / } ?V4 B0:8< A0<8< V< O< C65 VA=CT 2 <>45;V " % { p a r e n t n a m e / } " . M ;O 2;0AB82>ABV K i n d 28@07C " % { e x p r e s s i o n / } " =0AB@>T=> =5?@8?CAB8<5 7=0G5==O. O ;O 2;0AB82>ABV K i n d 28@07C " % { e x p r e s s i o n / } " =0AB@>T=> =5?V4B@8<C20=5 7=0G5==O. � 1 T:B T a b l e P e r m i s s i o n C @>;V " % { r o l e / } " , I> ?>A8;0TBLAO =0 B01;8FN " % { t a b l e / } " , 28:>@8AB>2CT 2;0AB82VABL M e t a d a t a P e r m i s s i o n , 70@575@2>20=C 4;O 28:>@8AB0==O 2 <091CB=L><C. PA� $C=:FVN D e t a i l R o w s E x p r e s s i o n 01> 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 0:B82>20=>. # B01;8FV " % { t a b l e / } " 28:>@8AB>2CTBLAO >4=0 7 B0:8E 2;0AB82>AB59, 0;5 WE 70@575@2>20=> 4;O ?>40;LH>3> 28:>@8AB0==O. � 1 T:B T a b l e P e r m i s s i o n C @>;V " % { r o l e / } " , I> ?>A8;0TBLAO =0 B01;8FN " % { t a b l e / } " , 28:>@8AB>2CT 2;0AB82VABL M e t a d a t a P e r m i s s i o n , I> =5 4>72>;5=> 4;O 04<V=VAB@0B82=8E @>;59 01> @>;59 V7 ?@020<8 =0 >=>2;5==O G8 >=>2;5==O/ G8B0==O. t >;L " % { r o l e / } " F5 @>;L V7 ?@020<8 =0 >=>2;5==O, B><C 2>=0 =5 <>65 <0B8 2 ?V4?>@O4:C20==V >1 T:B8 T a b l e P e r m i s s i o n . l >;L " % { r o l e / } " F5 04<V=VAB@0B82=0 @>;L, B><C 2>=0 =5 <>65 <0B8 2 ?V4?>@O4:C20==V >1 T:B8 T a b l e P e r m i s s i o n . � 8 <0TB5 @>;L V7 ?@020<8 =0 G8B0==O B0 @>;L V7 ?@020<8 =0 >=>2;5==O G8 G8B0==O 9 >=>2;5==O, ?@>B5 F5 =5 4>72>;5=>, :>;8 28:>@8AB>2CTBLAO 70E8AB =0 @V2=V >1 T:B0. 25@=VBLAO 4> 04<V=VAB@0B>@0 1078 40=8E. � 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 . 6 1 T:BC C o l u m n P e r m i s s i o n 1@0:CT ?>A8;0==O =0 AB>2?5FL. 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 / } ' . G 1 T:B C o l u m n P e r m i s s i o n ?>A8;0TBLAO =0 2840;5=89 AB>2?5FL " % { c o l u m n / } " . � 1 T:B C o l u m n P e r m i s s i o n , I> ?>A8;0TBLAO =0 AB>2?5FL " % { c o l u m n / } " , 28:>@8AB>2CT 2;0AB82VABL M e t a d a t a P e r m i s s i o n , 70@575@2>20=C 4;O 28:>@8AB0==O 2 <091CB=L><C.
1 T:B C o l u m n P e r m i s s i o n ( C A:;04V >1 T:B0 T a b l e P e r m i s s i o n " % { r o l e / } [ % { t a b l e / } ] " ) , I> ?>A8;0TBLAO =0 AB>2?5FL " % { c o l u m n / } " , 28:>@8AB>2CT 2;0AB82VABL M e t a d a t a P e r m i s s i o n . &5 =5 4>72>;5=> 4;O 04<V=VAB@0B82=8E @>;59 01> @>;59 V7 ?@020<8 =0 >=>2;5==O G8 >=>2;5==O/ G8B0==O. � 1 T:B C o l u m n P e r m i s s i o n , I> ?>A8;0TBLAO =0 AB>2?5FL " % { c o l u m n / } " , =5 <>65 =0:;040B8 <5=HV >1<565==O, =V6 2V4?>2V4=89 >1 T:B T a b l e P e r m i s s i o n , I> ?>A8;0TBLAO =0 B01;8FN " % { t a b l e / } " . | 0@0<5B@ I m p e r s o n a t i o n M o d e >1 T:B0 I m p e r s o n a t i o n I n f o 4;O 465@5;0 40=8E " % { D a t a s o u r c e / } " <0T =5?@8?CAB8<5 7=0G5==O " D e f a u l t " . � # 2;0AB82>ABV I m p e r s o n a t i o n I n f o 465@5;0 40=8E " % { D a t a s o u r c e / } " ?0@0<5B@ I m p e r s o n a t i o n M o d e =5 <0T 7=0G5==O " 0 70<>2GC20==O<" . ;O 465@5; 40=8E AB@C:BC@>20=>3> B8?C ?V4B@8<CTBLAO ;8H5 @568< C>A>1;5==O " 0 70<>2GC20==O<" . | ;O 465@5;0 40=8E " % { D a t a s o u r c e / } " AB@C:BC@>20=>3> B8?C =5 <>6=0 2:070B8 2;0AB82>ABV C o n n e c t i o n S t r i n g , A c c o u n t 01> P a s s w o r d . � ;O 465@5;0 40=8E " % { D a t a s o u r c e / } " B8?C " >AB0G0;L=8:" =5 <>6=0 2:070B8 2;0AB82>ABV 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 G8 O p t i o n s . PAV ;O 465@5;0 40=8E " % { D a t a s o u r c e / } " =0;0HB>20=> =5?@8?CAB8<5 7=0G5==O B8?C " % d { t y p e / } " . H ;O 465@5;0 40=8E " % { D a t a s o u r c e / } " 1@0:CT 2;0AB82>ABV C o n n e c t i o n D e t a i l s . A ;O 465@5;0 40=8E " % { D a t a s o u r c e / } " 1@0:CT 2;0AB82>ABV C r e d e n t i a l . d ;O 28@07C " % { e x p r e s s i o n / } " =0;0HB>20=> =5?@8?CAB8<5 7=0G5==O 2;0AB82>ABV E x p r e s s i o n � ?CAB89 @O4>:. } ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =0;0HB>20=> =5?@8?CAB8<5 7=0G5==O 2;0AB82>ABV Q u e r y D e f i n i t i o n � ?CAB89 @O4>:. � ;0AB82VABL M o d e @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O. >74V;8 B8?C " !CB=VABL" ?V4B@8<CNBL 7=0G5==O @568<C " D i r e c t Q u e r y " . } ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =0;0HB>20=> =5?@8?CAB8<5 7=0G5==O 2;0AB82>ABV Q u e r y D e f i n i t i o n � ?CAB89 @O4>:. V 1 T:B C o l u m n P e r m i s s i o n ?>A8;0TBLAO =0 AB>2?5FL :V;L:>ABV @O4:V2. &5 =5 ?V4B@8<CTBLAO. : D i r e c t Q u e r y 1 4 0 0 =5 ?V4B@8<CT B8? C:070=>3> 465@5;0 40=8E. G 5 240;>AO ?5@5B2>@8B8 ?@8=09<=V >48= @>74V; M C 2;0A=89 70?8B 465@5;0. E C o n t e x t E x p r e s s i o n =5 <>6=0 28:>@8AB>2C20B8 2 @568<V D i r e c t Q u e r y 1 4 0 0 . m 5 240;>AO 2840;8B8 <V@C " % { n a m e / } " 2 B01;8FV " % { t a b l e / } " , B><C I> =0 =5W ?>A8;0TBLAO AB0=40@B=0 <V@0 <>45;V. < >A8;0==O D e f a u l t M e a s u r e 2 <>45;V " % { m o d e l / } " =5?@8?CAB8<89. � #=0A;V4>: >1<565=L <5B040=8E 4;O @>;V " % { r o l e / } " B01;8FO " % { t a b l e / } " =54>ABC?=0 7 B01;8FV " % { r o o t T a b l e / } " . 0=FN6>: 72 O7:V2 4;O FVTW B01;8FV ?@>E>48BL G5@57 70E8I5=C B01;8FN, 0 F5 =5 4>72>;5=>. y 5 240;>AO 2840;8B8 AB>2?5FL " % { g r o u p B y C o l u m n / } " , B><C I> 2V= 28:>@8AB>2CTBLAO 4;O 3@C?C20==O AB>2?FO " % { g r o u p e d C o l u m n / } " PAi 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 / } ' b !B>2?5FL " % { g r o u p e d C o l u m n / } " 73@C?>20=> 70 AB>2?F5< " % { g r o u p B y C o l u m n / } " , I> =0;568BL V=HV9 B01;8FV? ;O V<5=V @>;V =5 <>6=0 2:070B8 7=0G5==O " * " 01> " * S h a r e P o i n t " . G 2 O7>: " % { r e l n a m e / } " =5 <>65 2:07C20B8 =0 AB>2?5FL B8?C " =><5@ @O4:0" . F # B01;8FV " % { t a b l e / } " <0T 1CB8 0 @>74V;V2, 1> 2>=0 <VAB8BL 0 AB>2?FV2. � 070 40=8E " % { d b _ n a m e / } " F5 =>20 B01;8G=0 1070 40=8E. > =5W =5 <>6=0 4>4020B8 >1 T:B8 <5B040=8E U D M =0 7@07>: :C1V2 V 28<V@V2. � 070 40=8E " % { d b _ n a m e / } " F5 =>20 B01;8G=0 1070 40=8E. W =5 <>6=0 AB2>@8B8 7 28:>@8AB0==O< >1 T:BV2 <5B040=8E U D M =0 7@07>: :C1V2 V 28<V@V2. � 07C 40=8E " % { d b _ n a m e / } " V<?>@B>20=> 7 D09;C P B I X . @>B5 WW <>6=0 1C45 28:>@8AB>2C20B8 =5 @0=VH5, =V6 7025@H0BLAO ?52=V >?5@0FVW ?5@5B2>@5==O. >:8 I> <>6=0 28:>=C20B8 BV;L:8 >?5@0FVN R e f r e s h C a l c u l a t e . � 2 O7>: " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " =5 <>6=0 AB2>@8B8, 1> 2>=8 ?>E>4OBL V7 @V7=8E 465@5; 40=8E D i r e c t Q u e r y . � 2 O7>: " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " =5 <>6=0 AB2>@8B8, 1> >48= V7 =8E ?5@51C20T 2 @568<V " D i r e c t Q u e r y " , B>4V O: V=H89� C @568<V " <?>@B" . � # 72 O7:C " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " 4;O :@0B=>ABV >4=>3> 7 :V=FV2 C:070=> 7=0G5==O " 5<0T" . ;O :@0B=>ABV :V=FV2 =5>1EV4=> 702648 2:07C20B8 7=0G5==O " 48=" 01> " 030B>" . # 72 O7:C " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " 4;O :@0B=>ABV :V=FO " V4" C:070=> 7=0G5==O " 48=" . ;O :@0B=>ABV :V=FO " V4" =5>1EV4=> 702648 2:07C20B8 7=0G5==O " 030B>" ( O:I> F5 =5 72 O7>: " >48=- 4>- >4=>3>" ) .
@C?0 >1G8A;5==O " % { c a l c u l a t i o n G r o u p N a m e / } " <VAB8BL 5;5<5=B >1G8A;5==O " % { c a l c u l a t i o n I t e m N a m e / } " , ?>@O4:>25 7=0G5==O O:>3> ( % d { c a l c u l a t i o n I t e m O r d i n a l / } ) =5?@8?CAB8<5. >@O4:>25 7=0G5==O 5;5<5=B0 >1G8A;5==O <0T 1CB8 C=V:0;L=5 2 <560E 3@C?8 >1G8A;5==O 9 =5 <5=H5 70 =C;L. >45;L " % { m o d e l N a m e / } " <VAB8BL 3@C?C >1G8A;5==O " % { c a l c u l a t i o n G r o u p N a m e / } " , 7=0G5==O G5@3>2>ABV 28:>=0==O O:>W ( % 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 / } ) =5?@8?CAB8<5. =0G5==O G5@3>2>ABV 28:>=0==O 4;O 3@C?8 >1G8A;5==O <0T 1CB8 C=V:0;L=5 2 <560E <>45;V 9 =5 <5=H5 70 =C;L. PA� 1 T:B A l t e r n a t e O f ?>A8;0TBLAO =0 AB>2?5FL B a s e C o l u m n " % { b a s e c o l u m n / } " ( 7 B01;8FV " % { b a s e c o l u m n t a b l e / } " ) V B01;8FN B a s e T a b l e " % { b a s e t a b l e / } " . &V 270T<>28:;NG=V ?0@0<5B@8 =5 ?V4B@8<CNBLAO. U 1 T:B A l t e r n a t e O f b a s e C o l u m n ?>A8;0TBLAO =0 =5?@8?CAB8<89 AB>2?5FL " % { b a s e c o l u m n / } " . � 1 T:B A l t e r n a t e O f ?>A8;0TBLAO =0 AB>2?5FL B a s e C o l u m n " % { b a s e c o l u m n / } " B01;8FV " % { b a s e c o l u m n t a b l e / } " , ?@8G><C AB>2?5FL 01> B01;8FN 2840;5=>. "8? 40=8E >1 T:B0 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 / } " <0T 1CB8 B0:89 A0<89, O: 2 >1 T:B0 AB>2?FO 7 ?>A8;0==O< ( % { 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 / } ' . M 1 T:B A l t e r n a t e O f ?>A8;0TBLAO =0 2840;5=C B01;8FN B a s e T a b l e " % { b a s e t a b l e / } " . k V4<V==89 2V4 N u l l - 7=0G5==O >1 T:B A l t e r n a t e O f <0T ?>A8;0B8AO =0 AB>2?5FL B a s e C o l u m n 01> B01;8FN B a s e T a b l e . % $C=:FVO A l t e r n a t e O f =5 ?V4B@8<CTBLAO. t >74V; " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =5 =0;568BL 4> B8?C M . # D i r e c t Q u e r y ?V4B@8<CNBLAO BV;L:8 @>74V;8 M - B8?C. r 0@0<5B@ 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 / } " 4;O B01;8FV " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O " % { p a r a m e t e r V a l u e / } " . � 0@0<5B@ R e f r e s h P o l i c y " R o l l i n g W i n d o w G r a n u l a r i t y " 4;O B01;8FV " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O. >=> <0T 1CB8 =5 <5=H5 70 7=0G5==O ?0@0<5B@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<5B@ R e f r e s h P o l i c y " I n c r e m e n t a l W i n d o w " 4;O B01;8FV " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O. =0G5==O <0T 1CB8 =5 1V;LH5 70 " R o l l i n g W i n d o w " . u ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =0;0HB>20=> =5?@8?CAB8<5 7=0G5==O 2;0AB82>ABV G r a n u l a r i t y : " I n v a l i d " . � ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =5 2:070=> ?@8?CAB8<C :><1V=0FVN 7=0G5=L G0A>2>3> 4V0?07>=C ( " G r a n u l a r i t y " , " S t a r t " B0 " E n d " ) . � ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2;0AB82VABL Q u e r y D e f i n i t i o n . &5 ?>;5 =5?@8?CAB8<5 4;O @>74V;V2 B0:>3> B8?C. k ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2;0AB82VABL S t a r t 01> E n d =5?@8?CAB8<>3> D>@<0BC. b "01;8FO " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O ?0@0<5B@0 R e f r e s h P o l i c y 4;O @>74V;C " % { p a r t i t i o n / } " . g "01;8FO " % { t a b l e / } " <0T ?>42V9=89 @>74V;. >=0 =5 <>65 <VAB8B8 V=H8E @>74V;V2 V7 ?>40==O< 40=8E 7@07:0. g "01;8FO " % { t a b l e / } " <0T ?>42V9=89 @>74V;. >=0 =5 <>65 <VAB8B8 V=H8E @>74V;V2 V7 ?>2=8< ?>40==O< 40=8E. e >74V; " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " ?>42V9=89. V= =5 <>65 1CB8 @>74V;>< >1G8A;N20=>W B01;8FV. s >74V; " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " =0;568BL 4> B8?C 465@5;0 P o l i c y R a n g e , I> =5 ?V4B@8<CT @568< D i r e c t Q u e r y . ^ # B01;8FV " % { t a b l e / } " @>74V;8 B8?C P o l i c y R a n g e =5 <>6CBL ?>T4=C20B8AO 7 @>74V;0<8 V=H8E B8?V2. C =>2;5==O =0 >A=>2V ?>;VB8:8 ?V4B@8<CTBLAO ;8H5 2 P o w e r B I P r e m i u m . � 8@07 465@5;0 R e f r e s h P o l i c y 2 B01;8FV " % { t a b l e / } " <0T =5?@8?CAB8<5 7=0G5==O. 8@07 465@5;0 <0T <VAB8B8 V<5=0 ?0@0<5B@V2 " R a n g e S t a r t " V " R a n g e E n d " . _ 5@AVN 465@5;0 40=8E P o w e r B I <>6=0 7<V=N20B8 ;8H5 7 1 =0 28IC. >B>G=0 25@AVO: " % d { C u r r e n t / } " . k 01>@8 40=8E P o w e r B I V7 D>@<0B>< 465@5;0 =0 >A=>2V M - <>28 ?V4B@8<CNBLAO BV;L:8 2 A;C610E P o w e r B I P r e m i u m . a "01;8FO " % { t a b l e / } " 28:>@8AB>2CT DC=:FVN 3@C?8 >1G8A;5==O, O:0 =5 ?V4B@8<CTBLAO =0 FL><C A5@25@V. n ;O ?V4AC<C20==O DC=:FVTN C O U N T 2 >1 T:B0 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 / } " <0T 1CB8 B8? 40=8E " FV;5 G8A;>" . � 1 T: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 / } " =5 <0T ?V4B@8<C20B8 N u l l - 7=0G5==O, 1> =0 =L>3> ?>A8;0TBLAO AB>2?5FL " % { c o l u m n / } " , I> =5 ?V4B@8<CT N u l l - 7=0G5==O. j V4 G0A 28:>@8AB0==O A l t e r n a t e O f 70E8AB =0 @V2=V >1 T:B0 B0/ 01> @O4:0 =5 ?V4B@8<CTBLAO 7 @>;;N " % { r o l e / } " . � ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " , =0 O:89 ?>A8;0TBLAO AB>2?5FL 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 / } ] , <0T 1CB8 2AB0=>2;5=> @568< D i r e c t Q u e r y B0 ?>2=5 ?>40==O 40=8E F u l l D a t a V i e w . PA� !B>2?5FL 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 / } ] =5 <>65 ?>A8;0B8AO =0 107>289 AB>2?5FL " % { t a b l e / } " [ % { c o l / } ] , 1> =0 =L>3> 265 ?>A8;0TBLAO V=H89 AB>2?5FL A l t e r n a t e O f V7 B0:8< A0<8< @57C;LB0B>< ?V4AC<C20==O. g 07>20 B01;8FO, =0 O:C ?>A8;0TBLAO A l t e r n a t e O f " % { t a b l e / } " [ % { c o l / } ] , =5 <>65 B0:>6 <VAB8B8 A l t e r n a t e O f . } 3@530FVW 2 B01;8FOE " % { a g g T a b l e 1 / } " V " % { a g g T a b l e 2 / } " AB2>@NNBL 42>7=0G=VABL =0 >A=>2V 72 O7:V2 V7 B01;8F5N " % { b a s e T a b l e / } " . � 1G8A;N20=89 AB>2?5FL " % { c o l u m n / } " B01;8FV " % { t a b l e / } " =5?@8?CAB8<89, 1> B01;8FV @568<C " >42V9=89" =5 ?V4B@8<CNBL >1G8A;N20=8E AB>2?FV2. s "01;8FO " % { t a b l e / } " <VAB8BL >1 T:B C a l c u l a t i o n G r o u p , 0 B><C <0T <VAB8B8 @>74V; V7 465@5;>< B8?C " C a l c u l a t i o n G r o u p " . � "01;8FO " % { t a b l e / } " <VAB8BL @>74V; " % { p a r t i t i o n / } " , I> <0T 465@5;> B8?C " C a l c u l a t i o n G r o u p " , 0;5 >1 T:B C a l c u l a t i o n G r o u p =5 287=0G5=>. { # B01;8FV " % { t a b l e / } " 7 287=0G5=8< >1 T:B>< C a l c u l a t i o n G r o u p <0T 1CB8 ;8H5 >48= @>74V; V7 465@5;>< B8?C " C a l c u l a t i o n G r o u p " . l ;O ?V4AC<C20==O DC=:FVTN C O U N T 2 >1 T:B0 AB>2?FO 7 ?>A8;0==O< " % { c o l u m n / } " <0T 1CB8 B8? 40=8E " FV;5 G8A;>" . � !B>2?5FL 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 / } ] =5 <>65 ?>A8;0B8AO =0 107>2C B01;8FN " % { t a b l e / } " , 1> =0 =5W 265 ?>A8;0TBLAO V=H89 AB>2?5FL A l t e r n a t e O f V7 B0:8< A0<8< @57C;LB0B>< ?V4AC<C20==O. � >74V; " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " <>65 =5 ?@0FN20B8 2 @568<V " >42V9=89" . 0B><VABL 2815@VBL 4;O =L>3> @568< " <?>@B" 01> " D i r e c t Q u e r y " . . =>2;5==O =0 >A=>2V ?>;VB8:8 =5 ?V4B@8<CTBLAO. ~ >45;L C65 <VAB8BL <V@C " % { n a m e / } " , V< O O:>W 71V30TBLAO 7 V< O< AB>2?FO 2 B01;8FV " % { t a b l e / } " . 5@59<5=C9B5 >48= 7 5;5<5=BV2. � ;O @>74V;C " % { p a r t i t i o n / } " B01;8FV " % { t a b l e / } " 707=0G5=> 2;0AB82VABL Q u e r y D e f i n i t i o n , =5?@8?CAB8<C 4;O @>74V;V2 B0:>3> @V7=>284C. G 5?@8?CAB8<5 7=0G5==O 25@AVW " % d { V e r s i o n / } " 4;O 465@5;0 40=8E P o w e r B I . � 5@H =V6 AB2>@N20B8 3@C?8 >1G8A;5==O, 4;O 2;0AB82>ABV 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 <>45;V " % { M o d e l / } " ?>B@V1=> =0;0HBC20B8 7=0G5==O " t r u e " . � =0G5==O 2;0AB82>ABV 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 4;O <>45;V " % { M o d e l / } " =5 <>6=0 7<V=8B8 7 " t r u e " =0 " f a l s e " , 4>:8 7 <>45;V =5 2840;5=> 2AV 3@C?8 >1G8A;5==O. n 2 O7>: " % { r e l n a m e / } " =5?@8?CAB8<89, 1> B01;8FO A l t e r n a t e O f =5 <>65 1CB8 T o T a b l e C 72 O7:C 7 :@0B=VABN " 48=" . � 2 O7>: " % { n a m e / } " <V6 AB>2?FO<8 " % { f r o m T a b l e / } [ % { f r o m C o l u m n / } ] " V " % { t o T a b l e / } [ % { t o C o l u m n / } ] " 70;CG0T B01;8FN 3@C?8 >1G8A;5==O " % { t a b l e / } " , I> =5 4>72>;OTBLAO. � 2 O7>: " % { r e l n a m e / } " =5?@8?CAB8<89, 1> B01;8FO A l t e r n a t e O f =5 <>65 <0B8 42>=0?@O<;5=89 72 O7>:, O:I> 22V<:=CB> DV;LB@0FVN 70E8ABC 40=8E. � 5 <>6=0 4>40B8 <V@C 7 V< O< " % { n a m e / } " G5@57 :>=D;V:B V<5= 7 V=H>N 70@575@2>20=>N 2=CB@VH=L>N <V@>N 2 <>45;V " % { p a r e n t n a m e / } " . 5@59<5=C9B5 WW. � 8@07 V7 70E8AB>< =0 @V2=V @O4:0 DV;LB@CT FN B01;8FN 03@530FVW " % { a g g T a b l e / } " , 0;5 =5 B01;8FN 2V4><>AB59 " % { b a s e T a b l e / } " , I> =5 4>72>;OTBLAO. ; # P o w e r B I D e s k t o p =5 ?V4B@8<CTBLAO 25@AVO 465@5;0 40=8E� 2 . \ 0?:0 " % { f o l d e r / } " =5?@8?CAB8<0, 1> 10BL:V2AL:>W ?0?:8 " % { p a r e n t f o l d e r / } " =5 VA=CT 2 <>45;V. c 0?:0 " % { f o l d e r / } " 28:>@8AB>2CTBLAO 2 <>45;V O: 10BL:V2AL:0 4;O ?0?:8 Q u e r y G r o u p " % { c h i l d f o l d e r / } " . G >74V; 01> 28@07 ?>A8;0TBLAO =0 2840;5=C ?0?:C Q u e r y G r o u p " % { f o l d e r / } " . q 1 T:B T a b l e P e r m i s s i o n C @>;V " % { r o l e / } " ?>A8;0TBLAO =0 B01;8FN 3@C?8 >1G8A;5==O " % { t a b l e / } " , I> =5 4>72>;OTBLAO. � "01;8FO " % { t a b l e / } " <VAB8BL AB>2?5FL " % { c o l u m n / } " , 4;O O:>3> 2:070=> =5?@8?CAB8<89 B8? 40=8E 01> 28EV4=89 AB>2?5FL. #:06VBL B8? 40=8E " @O4>:" V 28EV4=89 AB>2?5FL " < O" . � "01;8FO 3@C?8 >1G8A;5==O " % { t a b l e / } " ?V4B@8<CT =5 1V;LH5 42>E AB>2?FV2 40=8E: >48= V7 B8?>< 40=8E " @O4>:" V 28EV4=8< AB>2?F5< " < O" , 4@C389� 7 B8?>< 40=8E " FV;5 G8A;>" B0 28EV4=8< AB>2?F5< " >@O4:>25 7=0G5==O" . 8?@02B5 WE V A?@>1C9B5 7=>2C. � 030;L=0 :V;L:VABL AB>2?FV2 40=8E C B01;8FV 3@C?8 >1G8A;5==O " % { t a b l e / } " AB0=>28BL % l d { N u m b e r O f D a t a C o l u m n s / } , B>4V O: 2>=0 <>65 ?V4B@8<C20B8 BV;L:8 1 01> 2 � B0:V AB>2?FV. � "01;8FO 3@C?8 >1G8A;5==O " % { t a b l e / } " <VAB8BL 5;5<5=B >1G8A;5==O " % { c a l c u l a t i o n I t e m N a m e / } " , 4;O O:>3> 2:070=> =5?@8?CAB8<5 ?>@O4:>25 7=0G5==O " % d { c a l c u l a t i o n I t e m O r d i n a l / } " . >=> <0T 1CB8 1V;LH5 =C;O 01> 4>@V2=N20B8 9><C. s "01;8FN " % { t a b l e / } " ?>7=0G5=> O: 28:;NG5=C 7 >=>2;5==O <>45;V, E>G0 2>=0 >1G8A;N20=0. 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C >7?>G0B> >1@>1:C @>74V;C " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . C 025@H5=> >1@>1:C @>74V;C " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . D >7?>G0B> >1@>1:C VT@0@EVW " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . D 025@H5=> >1@>1:C VT@0@EVW " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . ( >7?>G0B> >1@>1:C 72 O7:C " % { s t r N a m e / } " . 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Q 025@H5=> >1@>1:C >1G8A;N20=>3> AB>2?FO " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . v ><8;:0 >1@>1:8 @>74V;C " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " [ 2=CB@VH=V9 :>4 ?><8;:8: " % { s t r I n t e r n a l E r r o r C o d e / } " ] . w ><8;:0 >1@>1:8 VT@0@EVW " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " [ 2=CB@VH=V9 :>4 ?><8;:8: " % { s t r I n t e r n a l E r r o r C o d e / } " ] . [ ><8;:0 >1@>1:8 72 O7:C " % { s t r N a m e / } " [ 2=CB@VH=V9 :>4 ?><8;:8: " % { s t r I n t e r n a l E r r o r C o d e / } " ] . � ><8;:0 >1@>1:8 >1G8A;N20=>3> AB>2?FO " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " [ 2=CB@VH=V9 :>4 ?><8;:8: " % { s t r I n t e r n a l E r r o r C o d e / } " ] . PA` >7?>G0B> 0=0;V7 2?;82C ?>;VB8:8 >=>2;5==O 4;O @>74V;C " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . � 025@H5=> 0=0;V7 2?;82C ?>;VB8:8 >=>2;5==O 4;O @>74V;C " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . 57C;LB0B 2?;82C: 40=V 7<V=8;8AO. � 025@H5=> 0=0;V7 2?;82C ?>;VB8:8 >=>2;5==O 4;O @>74V;C " % { s t r N a m e / } " B01;8FV " % { s t r T a b l e N a m e / } " . 57C;LB0B 2?;82C: 40=V =5 7<V=8;8AO. PA 0 >45;L C65 VA=CT 2 107V 40=8E " % { s t r D a t a b a s e / } " . � V4 G0A B@0=70:FVW 74V9A=5=> A?@>1C 7<V=8B8 B01;8G=V B0 =5B01;8G=V <5B040=V 01> 28:>=0B8 >?5@0FVW 2 :V;L:>E B01;8G=8E 1070E 40=8E. = V4 G0A B@0=70:FVW 74V9A=5=> A?@>1C 7<V=8B8 :V;L:0 107 40=8E. } 5>GV:C20=5 V< O AB>2?FO. B@8<0=> AB>2?5FL " % { a c t u a l / } " ( C =01>@V @O4:V2 " % { r o w s e t / } " ) . GV:C20=89 AB>2?5FL: " % { e x p e c t e d / } " . � 5>GV:C20=89 B8? AB>2?FO. !B>2?5FL " % { c o l u m n / } " ( C =01>@V @O4:V2 " % { r o w s e t / } " ) <0T B8? % { a c t u a l / } . GV:C20=89 B8?: % { e x p e c t e d / } . V @0:CT >1>2 O7:>2>3> AB>2?FO. !B>2?FO " % { c o l u m n / } " =5<0T 2 =01>@V @O4:V2 " % { r o w s e t / } " . t @0:CT >1>2 O7:>2>3> 7=0G5==O AB>2?FO. # AB>2?FO " % { c o l u m n / } " ( C =01>@V @O4:V2 " % { r o w s e t / } " ) =5<0T 7=0G5==O 2 @O4:C. ` >GV@=V9 >1 T:B C65 VA=CT. 1 T:B % { t y p e n a m e / } " % { n a m e / } " <0T 4>GV@=V9 >1 T:B % { c h i l d t y p e n a m e / } . l 5 <>6=0 7<V=N20B8 A8AB5<=V >1 T:B8. 1 T:B % { t y p e n a m e / } " % { n a m e / } " A8AB5<=89, B><C 9>3> =5 <>6=0 7<V=N20B8. x 5?@8?CAB8<5 7=0G5==O ?5@5;VG5==O. # =01>@V @O4:V2 " % { r o w s e t / } " 28O2;5=> =5?@8?CAB8<5 7=0G5==O " % { t y p e n a m e / } " % { v a l u e / } . C >2=VH=V ?@82 O7:8 2:070=> 42VGV 4;O B>3> A0<>3> FV;L>2>3> >1 T:B0. S ">9 A0<89 >1 T:B C:070=> 42VGV 2 7>2=VH=VE ?@82 O7:0E 4;O >4=>3> FV;L>2>3> >1 T:B0. � ><0=4C P r o c e s s =5 <>6=0 28:>=0B8, 1> 2>=0 AB>ACTBLAO :V;L:>E >1 T:BV2. >;8 28:>@8AB>2CNBLAO 7>2=VH=V ?@82 O7:8, <>6=0 >1@>1;OB8 ;8H5 >48= >1 T:B. PA� ><0=4C >1@>1;5==O 4;O @>74V;C " % { p a r t i t i o n / } " C B01;8FV " % { t a b l e / } " =5 <>6=0 28:>=0B8, B><C I> 2V4ACB=V9 =01V@ @O4:V2 ?>A;V4>2=>ABV. a >;8 0:B82>20=> 2;0AB82VABL R e t u r n A f f e c t e d O b j e c t s , C ?0:5BV 4>72>;5=V BV;L:8 B01;8G=V 70?8B8 D D L . k >;8 0:B82>20=> 2;0AB82VABL R e t u r n A f f e c t e d O b j e c t s , C =5B@0=70:FV9=><C ?0:5BV 4>72>;5=0 BV;L:8 >4=0 :><0=40. \ >;8 2A5@548=V B@0=70:FVW ?>B@V1=89 2?;82, 4;O 107>2>W 25@AVW =5>1EV4=> 2:070B8 7=0G5==O - 1 . 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R 5 <>6=0 70B25@48B8 B L O B - >1 T:B G5@57 =52V4?>2V4=VABL 7=0G5==O E T a g : " % { m e s s a g e / } " J U R I 4;O :>=B59=5@0 B L O B - >1' T:B0 7 S A S - <0@:5@>< =5 2V4?>2V40T A?5F8DV:0FVW. 3 0;0HB>20=89 :>=B59=5@ @575@2=>W :>?VW =54>ABC?=89. ` '0A >GV:C20==O 4;O 70?8BC 28G5@?0=>, 1> 5:75<?;O@C A5@25@0 =5 240;>AO 28;CG8B8 6>4=C 107C 40=8E. d !5@25@ ?@8?8=82 >?5@0FVN, 1> :V;L:VABL 107 40=8E V7 ?><8;:0<8 28;CG5==O ?5@528ICT 3@0=8G=5 7=0G5==O. 7 5 240;>AL >B@8<0B8 D09; ?>A8;0==O 70 U R I " % { s t r U R L / } " . m <VAB D09;C ?>A8;0==O 70 U R L - 04@5A>N " % { s t r U R L / } " <0T =5?@028;L=89 D>@<0B. V= <0T ?>G8=0B8AO 7 " a s a z u r e : / / " . I B L O B - >1 T:B " % { b l o b N a m e / } " =5 7=0945=>. '5@57 F5 AB02AO 71V9 2V4=>2;5==O. X A z u r e A n a l y s i s S e r v i c e s :><0=40 " :;0AB8" =5 ?V4B@8<CTBLAO 4;O 7>2=VH=VE :>@8ABC20GV2. a A z u r e A n a l y s i s S e r v i c e s :><0=40 " :;0AB8" ?V4B@8<CTBLAO BV;L:8 4;O 107 40=8E C @568<V R e a d O n l y . PAW A z u r e A n a l y s i s S e r v i c e s :><0=40 " :;0AB8" 4>72>;OTBLAO BV;L:8 4;O 4@C3>@O4=8E @5?;V:. a >@8ABC20GV 157 ?@02 04<V=VAB@0B>@0 =5 <>6CBL 28:>@8AB>2C20B8 284V;5=5 04<V=VAB@0B82=5 7 T4=0==O. z ?5@0FVN A:0A>20=> G5@57 V=H89 70?8B =0 284V;5=5 04<V=VAB@0B82=5 7 T4=0==O. :B82=8< <>65 1CB8 BV;L:8 >4=5 B0:5 7 T4=0==O. H # D09;V :>=DV3C@0FVW 2:070=> =5?@8?CAB8<C ?0?:C 40=8E: " % { d a t a f o l d e r / } " . j 45=B8DV:0B>@ U R I ?>A8;0==O " % { s t r U R L / } " =5?@8?CAB8<89. # =L><C =5 <>6=0 2:07C20B8 A?5FV0;L=89 ?>@B H T T P S . - $C=:FVO % { f e a t u r e _ n a m e / } I5 =5 ?V4B@8<CTBLAO. @ "8? 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K D I S C O V E R _ M _ E X P R E S S I O N S ?V4B@8<CNBL ;8H5 A;C610 P o w e r B I V P o w e r B I P r e m i u m . t 5 240;>AO ?V4:;NG8B8AO 4> AE>28I0 B L O B - >1 T:BV2 A z u r e . =>2C ?5@52V@B5 ?0@0<5B@ :>=B59=5@0 AE>28I0 @575@2=8E :>?V9. B L O B - >1 T:B AE>28I0 =5 VA=CT. y 5@5:>=09B5AO, I> 28:>@8AB>2CNBLAO ;8H5 =0O2=V 465@5;0 40=8E. >4020B8 =>2V 465@5;0 40=8E C FV9 >?5@0FVW =5 4>72>;OTBLAO. PA� V4:;NG5==O 4> 7>2=VH=L>3> 465@5;0 40=8E " % { t h r o t t l i n g _ k e y / } " =5 4>72>;5=> G5@57 7025;8:C :V;L:VABL =5240;8E A?@>1 ?V4:;NG5==O 7 =5?@8?CAB8<8<8 >1;V:>28<8 40=8<8. l !5@25@C =5 240;>AO 7=09B8 ?0?:C 1078 40=8E V7 6C@=0;>< 2V4 T4=0==O 70 B0:8< H;OE>< ?>HC:C: " % { s e a r c h P a t h / } " . V !5@25@C =5 240;>AO 7=09B8 6C@=0; 2V4 T4=0==O 2 ?0?FV 1078 40=8E " % { d e t a c h L o g F o l d e r / } " . h > 1078 40=8E " % { d a t a b a s e N a m e / } " =5 <>6=0 =04VA;0B8 70?8B, 1> =0@07V B@820T >=>2;5==O @568<C 715@V30==O. K D I S C O V E R _ P O W E R B I _ R O L E S ?V4B@8<CNBL ;8H5 A;C610 P o w e r B I V P o w e r B I P r e m i u m . s 07C 40=8E " % { d a t a b a s e N a m e / } " =5 <>6=0 ?5@525AB8 2 @568< " % { t a r g e t S t o r a g e M o d e / } " , 1> 2>=0 265 9 B0: C FL><C @568<V. k 5B>4 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 ?V4B@8<CT 1070 40=8E " % { d a t a b a s e N a m e / } " C @568<V AE>28I0 @575@2=>W :>?VW. K 8G5@?0=> G0A >GV:C20==O 70?8BC 4> >1;V:>2>3> 70?8AC AE>28I0: " % { m e s s a g e / } " D =865=> H284:VABL 70?8BC 4> >1;V:>2>3> 70?8AC AE>28I0: " % { m e s s a g e / } " 0 8=0<VG=C DC=:FVN " % { f e a t u r e N a m e / } " =5 7=0945=>. U ;0AB82VABL D y n a m i c F e a t u r e S w i t c h ?V4B@8<CNBL ;8H5 A;C610 P o w e r B I V P o w e r B I P r e m i u m . PA %!;C610 A n a l y s i s S e r v i c e s =5 4>72>;OT, I>1 @>7B0HC20==O AE>28I0 " % { s t o r a g e l o c a t i o n / } " @>74V;C " % { p a r t i t i o n / } " 1C;> @>7B0H>20=5 2 :0B0;>7V 40=8E A5@25@0. 09?@>ABVH89 A?>AV1 CAC=CB8 ?@>1;5<C AB2>@8B8 @575@2=89 D09; V 2V4=>28B8 9>3>, C:0702H8 ?@028;L=5 7VAB02;5==O @>7B0HC20==O AE>28I0 @>74V;C. 4 ;NG H8D@C20==O 4;O 1078 40=8E " % { s t r R e f / } " 7<V=5=>. 6 =>2;5==O 2;0AB82>ABV :>=DV3C@0FVW =5 1C;> ?@>4>265=>. [ ><0=4C =5<>6;82> A:0AC20B8, >A:V;L:8 =5<0T 6>4=>W :><0=48, I> =0@07V 28:>=CTBLAO 2 A50=AV. � 1 T:B S h a r d D i r e c t o r y =5 ?>2V4><;OT ?@> 4>ABC?=VABL =0 2C7;V 4;O 70?8BC =0 <0AHB01C20==O B0:8E A53<5=BV2: " % { M i s s i n g P a r t i t i o n I D s / } " i V4 G0A A?@>18 28:>=0B8 >?5@0FVN @575@2=>3> :>?VN20==O 4;O 1078 40=8E " % { i d / } " FN 107C 40=8E =5 7=0945=>. < ;NG H8D@C20==O 4;O 1078 40=8E " % { s t r R e f / } " =5 1C;> 7<V=5=>. v V440;5=89 @>74V; % { p a r t i t i o n / } 287=0G5=> O: R O L A P 01> H O L A P , 0;5 2AV 70?8B8 R O L A P 28:>=C20B8<CBLAO 254CG8< ?@8AB@>T<. X % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " C65 VA=CT C " % { p a r e n t n a m e / } " % { p a r e n t t y p e n a m e / } . Q % { t y p e n a m e / } 7 V<5=5< " % { n a m e / } " C65 VA=CT C " % { p a r e n t n a m e / } " % { p a r e n t t y p e n a m e / } . ^ 5 240;>AO 7=09B8 % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " C " % { p a r e n t i d / } " % { p a r e n t t y p e n a m e / } . � 1> % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " =5 VA=CT C % { p a r e n t t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { p a r e n t i d / } " , 01> :>@8ABC20G =5 <0T 4>72>;V2 4;O 4>ABC?C 4> >1 T:B0. h >A8;0==O =0 >1 T:B " % { o b j r e f i d s / } " =5?@8?CAB8<5. >=> =5 2V4?>2V40T AB@C:BC@V VT@0@EVW :;0AC <5B040=8E. � % { t y p e n a m e / } 7 V<5=5< % { n a m e / } C65 VA=CT C % { p a r e n t n a m e / } % { p a r e n t t y p e n a m e / } . >3> ?>B@V1=> 2840;8B8 2 >:@5<V9 B@0=70:FVW, ?5@H =V6 AB2>@N20B8 F59 >1 T:Bi 0O2C A L T E R ?>B@V1=> ?>2=VABN @>73>@=CB8, >A:V;L:8 2>=0 A?@8G8=8BL 7<V=C AB@C:BC@8 % { n a m e / } % { t y p e n a m e / } . S !5@25@ V >1 T:B8 @>;V A5@25@0 =5<>6;82> AB2>@8B8, 2840;8B8 01> ?>2=VABN @>73>@=CB8. \ "@0=70:FVN =5<>6;82> 74V9A=8B8, >A:V;L:8 :V;L:0 >1 T:BV2 1C;> 0=C;L>20=> ?V4 G0A B@0=70:FVW. I % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " =5?@8?CAB8<89 >1 T:B 4;O >1@>1:8. � 45=B8DV:0B>@ " % { i d / } " % { t y p e n a m e / } =5?@8?CAB8<89, >A:V;L:8 V45=B8DV:0B>@ F5 70@575@2>20=5 A;>2>, <VAB8BL :V;L:0 =5?@8?CAB8<8E A8<2>;V2: " % { i n v a l i d c h a r s / } " 01> 1V;LH5 1 0 0 A8<2>;V2. ? "8? ?@>F5AC, C:070=89 4;O % { n a m e / } % { t y p e n a m e / } , =5?@8?CAB8<89. M "8? 10BL:V2AL:>3> ?>A8;0==O =5<>6;82> 4>40B8 4> 2:070=>3> 287=0G5==O >1 T:B0. m 87=0G5==O >1 T:B0, =040=5 4;O 70O28 A L T E R , <0T B8?, 2V4<V==89 2V4 ?>A8;0==O =0 >1 T:B, O:5 ?>B@V1=> 7<V=8B8. � 45=B8DV:0B>@ >1 T:B0 =5<>6;82> 7<V=8B8 7 " % { s t r I D / } " =0 " % { s t r N e w I D / } " 4;O " % { n a m e / } " % { t y p e n a m e / } . 45=B8DV:0B>@ >1 T:B0 =5<>6;82> 7<V=8B8 @5G5==O< A L T E R . � 45=B8DV:0B>@ >1 T:B0 2V4ACB=V9 C 287=0G5==V >1 T:B0 % { s t r N a m e / } . >;8 70O20 C R E A T E <0T 2AB0=>2;5=89 ?0@0<5B@ ?5@570?8AC20==O >1 T:B0, 70O20 28<030T V45=B8DV:0B>@ >1 T:B0. � < O D09;C 6C@=0;C ?><8;>: :;NG0 " % { f i l e n a m e / } " " % { n a m e / } " % { t y p e n a m e / } =5?@8?CAB8<5. < O D09;C 01> 704>235, 01> <VAB8BL A8<2>;8, O:V =5?@8?CAB8<V 01> 70@575@2>20=V. PAa % { t y p e n a m e / } 7 V45=B8DV:0B>@>< " % { i d / } " , V< O " % { n a m e / } " 1C;> 0=C;L>20=> >?5@0FVO<8 C B@0=70:FVW. � < O " % { n a m e / } " 4;O % { t y p e n a m e / } =5?@8?CAB8<5, >A:V;L:8 F5 V< O T 70@575@2>20=8< A;>2><, <VAB8BL >48= 01> :V;L:0 =5?@8?CAB8<8E A8<2>;V2 ( % { i n v a l i d c h a r s / } ) 01> <0T 4>268=C ?>=04 1 0 0 A8<2>;V2. S 65@5;> >A=>2=8E 40=8E " % { m a s t e r d a t a s o u r c e i d / } " 1078 40=8E " % { d a t a b a s e / } " =5 VA=CT. l =0;V7 2?;82C 2A5@548=V B@0=70:FVW C AB0=V >GV:C20==O =5 <>65 ?V4B@8<C20B8 :><0=48 C R E A T E , D E L E T E 01> A L T E R . : 0B0;>3 40=8E A5@25@0 =5 VA=CT, V 9>3> =5<>6;82> AB2>@8B8. [ "8? ?@>F5AC, C:070=89 4;O % { n a m e / } % { t y p e n a m e / } , =5?@8?CAB8<89, >A:V;L:8 2V= =5 >1@>1;5=89. h 0@0<5B@8 A>@BC20==O " % { c o l l a t i o n / } " " % { n a m e / } " % { t y p e n a m e / } =5?@8?CAB8<V 01> =5 ?V4B@8<CNBLAO A5@25@><. ? 45=B8DV:0B>@ " % { i d / } " 4;O % { t y p e n a m e / } ?CAB89 01> =5 2:070=89. 2 < O " % { n a m e / } " % { t y p e n a m e / } ?CAB5 01> =5 2:070=5. � % { n a m e / } % { t y p e n a m e / } 0=C;L>20=> >?5@0FVO<8 C B@0=70:FVW. 5@H =V6 =0 FL><C >1 T:BV <>6=0 1C45 28:>=0B8 V=HC >?5@0FVN, >1 T:B ?>B@V1=> 7<V=8B8. T V4 G0A :5@>20=>W >1@>1:8 >1 T:B0 <5B040=8E V7 D09;C AB0;0AO ?><8;:0 " % { f i l e n a m e / } " . 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V25=L AC<VA=>ABV 1078 40=8E " % { D B N a m e / } " ?5@528ICT 1 1 0 3 , :>;8 4;O 2;0AB82>ABV S t o r a g e E n g i n e U s e d 7040=> 7=0G5==O I n M e m o r y . ;O B01;8G=8E 107 40=8E V7 @V2=5< AC<VA=>ABV 1 2 0 0 01> 28I5 A;V4 28:>@8AB>2C20B8 2;0AB82VABL S t o r a g e E n g i n e U s e d 7V 7=0G5==O< T a b u l a r M e t a d a t a . ~ # 107V 40=8E " % { D B N a m e / } " 28:>@8AB>2CTBLAO >1@>1=8: AE>28I0 T a b u l a r M e t a d a t a 9 =5 ?V4B@8<CNBLAO 70C2065==O =0 @V2=V 1078 40=8E. ~ >40==O 465@5;0 40=8E " % { d a t a s o u r c e v i e w i d / } " 28<V@C " % { d i m e n s i o n / } " =5 2V4?>2V40T =0O2=><C ?>40==N 465@5;0 40=8E C 107V 40=8E. l T@0@EVO 70 70<>2GC20==O< % { d e f a u l t h i e r a r c h y / } 28<V@C % { d i m e n s i o n / } =5 2V4?>2V40T =0O2=V9 VT@0@EVW C 28<V@V. ' "01;8FO % { d i m e n s i o n / } =5 <0T 0B@81CBV2. R "01;8FO % { d i m e n s i o n / } =5 <>65 <0B8 420 AB>2?FV, O:V 2?>@O4:>2CNBLAO >48= 70 >4=8<. 9 "01;8FO % { d i m e n s i o n / } <0T =C;L 01> :V;L:0 AB>2?FV2 :;NG0. � 5 240;>AO AB2>@8B8 VT@0@EVN 0B@81CBV2 4;O 0B@81CB0 % { p r o p e r t y / } , >A:V;L:8 VT@0@EVO 7 B0:8< A0<8< V45=B8DV:0B>@>< 01> V<5=5< C65 VA=CT. � 1> <>45;L 718@0==O 40=8E O L A P , I> 2V4?>2V40T V45=B8DV:0B>@C <>45;V 718@0==O 40=8E 465@5;0 " % { m i n i n g m o d e l i d / } " 28<V@C 718@0==O 40=8E " % { d i m e n s i o n / } " , =5 VA=CT, 01> :>@8ABC20G =5 <0T 4>ABC?C 4> <>45;V 718@0==O 40=8E O L A P . \ 8<V@ 718@0==O 40=8E % { d i m e n s i o n / } =5 <0T 10BL:V2AL:>- 4>GV@=L>W VT@0@EVW M i n i n g C o n t e n t N o d e s . w ;NG>289 0B@81CB 28<V@C 718@0==O 40=8E % { d i m e n s i o n / } =5 <0T >1>2 O7:>2>3> ?>2 O70=>3> 0B@81CB0 7 V<5=5< A T T R I B U T E _ N A M E . U 8<V@ " % { d i m e n s i o n / } " =5 <0T 287=0G5=8E :>@8ABC20G5< VT@0@EV9 01> VT@0@EV9 0B@81CBV2. F 5 240;>AO ?>2 O70B8 28<V@ 465@5;0 ?>2 O70=>3> 28<V@C " % { d i m e n s i o n / } " . b 8<V@ " % { d i m e n s i o n / } " ?>2 O70=89, R O L A P 01> ?@>0:B82=> :5H>20=89 V =5 <>65 <0B8 70:@8BV ?@82 O7:8. > 65@5;> 28<V@C " % { d i m e n s i o n / } " 01> 2V4ACB=T, 01> =5?@8?CAB8<5. A "01;8FO " % { d i m e n s i o n / } " <0T =5?@8?CAB8<5 72 O7C20==O 28<V@C :C10. 6 8<V@ % { d i m e n s i o n / } <0T :V;L:0 10BL:V2AL:8E 0B@81CBV2. � 5 240;>AL >1@>18B8 28<V@ " % { d i m e n s i o n / } " 7 <>45;;N 718@0==O< 40=8E 465@5;0 " % { m i n i n g m o d e l / } " . ;3>@8B< 4;O <>45;V 718@0==O 40=8E 465@5;0 =5 ?V4B@8<CT 28<V@8 718@0==O 40=8E. x 8<V@ " % { d i m e n s i o n / } " 10BL:V2AL:>- 4>GV@=V9 V 01> R O L A P , 01> ?@>0:B82=> :5H>20=89. &5 ?>T4=0==O DC=:FV9 =5 ?V4B@8<CTBLAO. | 8<V@ " % { d i m e n s i o n / } " <VAB8BL 0B@81CB V7 =5?@8?CAB8<8< V<5=5< 0B@81CB0: " % { a t t r i b u t e _ n a m e / } " T >4=8< V7 70@575@2>20=8E A;V2. 8<V@ " % { d i m e n s i o n / } " <VAB8BL 2;0AB82VABL 5;5<5=B0 7 =5?@8?CAB8<8< V<5=5<: " % { m e m b _ p r o p _ n a m e / } " T >4=8< V7 70@575@2>20=8E A;V2. Q #:070=> =5?@8?CAB8<5 V< O @V2=O VT@0@EVW: V< O @V2=O VT@0@EVW =5 <>65 1CB8 ( A l l ) . O #:070=> =5?@8?CAB8<5 V< O 465@5;0 40=8E: V< O 465@5;0 40=8E =5 <>65 1CB8 ( A l l ) . b #:070=> =5?@8?CAB8<89 V45=B8DV:0B>@ 465@5;0 40=8E: V45=B8DV:0B>@ 465@5;0 40=8E =5 <>65 1CB8 ( A l l ) . E 65@5;> 3@C?8 ?>:07=8:V2 " % { d e t a i l / } " 01> 2V4ACB=T, 01> =5?@8?CAB8<5. z >74V; % { p a r t i t i o n C a p t i o n / } =5 <>65 <0B8 =0AB@>N20=5 @>7B0HC20==O AE>28I0, >A:V;L:8 2V= =0;568BL 4> D09;C ;>:0;L=>3> :C10. ` #>A>1;5==O 7 ?>B>G=8< :>@8ABC20G5< =5 ?V4B@8<CTBLAO, O:I> @568<>< @>73>@B0==O T B01;8G=89 @568<. Q 070 40=8E " % { d a t a b a s e n a m e / } " =5 VA=CT, 01> C 20A =5<0T 4>72>;C =0 4>ABC? 4> =5W. � A n a l y s i s S e r v i c e s 70?CI5=> 2 1030B>28<V@=><C @568<V, B><C 4;O 2;0AB82>ABV " S t o r a g e M o d e " 3@C?8 <V@ " % { n a m e / } " =5 <>6=0 2AB0=>28B8 7=0G5==O " I n M e m o r y " . � 5 <>6=0 28:>@8AB>2C20B8 =01>@8 40=8E 7 V=:@5<5=B=8< >=>2;5==O< V B01;8FO<8 D i r e c t Q u e r y 2 465@5;0E 40=8E, 2V4<V==8E 2V4 S Q L S e r v e r , T e r a d a t a 9 O r a c l e . PA D !B>2?FV :;NGV2 0B@81CB0 % { p r o p e r t y / } 01> 2V4ACB=V, 01> =5?@8?CAB8<V. w 45=B8DV:0B>@ 0B@81CB0 o r d e r b y % { o r d e r b y p r o p e r t y i d / } 0B@81CB0 % { p r o p e r t y / } 01> =5 VA=CT, 01> =5 T 2;0AB82VABN 5;5<5=B0. ~ 45=B8DV:0B>@ 2;0AB82>ABV 5;5<5=B0 " % { r e l a t e d p r o p e r t y i d / } " 2 0B@81CBV " % { p r o p e r t y / } " =5 2V4?>2V40T =0O2=><C 0B@81CBC C 28<V@V. k B@81CB " % { p r o p e r t y / } " =5 T 0B@81CB>< :;NG0, 0;5 ?>2 O70=89 V7 10BL:V2AL:8< 0B@81CB>< " % { p a r e n t p r o p e r t y / } " . � !B>2?FV :;NGV2 10BL:V2AL:>3> 0B@81CB0 " % { p a r e n t p r o p e r t y / } " ?>28==V <0B8 >4=0:>289 A:;04, 0 B8?8 40=8E A:;04 :;NG>2>3> 0B@81CB0 " % { k e y p r o p e r t y / } " . ] !B>2?5FL V<5=V 0B@81CB0 " % { p r o p e r t y / } " 01> 2V4ACB=V9, 01> <0T B8? 40=8E, 2V4<V==89 2V4 @O4:0. � ;O 2;0AB82>ABV " 8:>@8AB0==O" 0B@81CB0 " % { p r o p e r t y / } " 2AB0=>2;5=> 7=0G5==O " 0BL:V2AL:89" , 0;5 2;0AB82VABL R o o t M e m b e r I f 2V4ACB=O. � !B>2?5FL ?@>?CI5=8E @V2=V2 0B@81CB0 % { p r o p e r t y / } =5?@8?CAB8<89, >A:V;L:8 01> 0B@81CB =5 T 10BL:V2AL:8< 0B@81CB><, 01> B8? 40=8E =5 T FV;8< G8A;><. l !B>2?5FL =0AB@>N20=>3> 72545=>3> ?0:5B0 0B@81CB0 % { p r o p e r t y / } =5?@8?CAB8<89, >A:V;L:8 B8? 40=8E =5 T @O4:><. y !B>2?5FL 2;0AB82>AB59 =0AB@>N20=>3> 72545=>3> ?0:5B0 0B@81CB0 % { p r o p e r t y / } =5?@8?CAB8<89, >A:V;L:8 B8? 40=8E =5 T @O4:><. � !B>2?5FL C=0@=>3> >?5@0B>@0 0B@81CB0 % { p r o p e r t y / } =5?@8?CAB8<89, >A:V;L:8 01> 0B@81CB =5 T 10BL:V2AL:8< 0B@81CB><, 01> B8? 40=8E =5 T @O4:><. z 48= 01> :V;L:0 ?5@5:;04V2 0B@81CB0 % { p r o p e r t y / } <0T AB>2?5FL ?V4?8AC, O:89 =5?@8?CAB8<89, >A:V;L:8 B8? 40=8E =5 T @O4:><. ? 65@5;> 0B@81CB0 " % { p r o p e r t y / } " 01> 2V4ACB=T, 01> =5?@8?CAB8<5. PA� B@81CB % { p r o p e r t y / } T 0B@81CB>< 3@C?C20==O, 287=0G5=8< :>@8ABC20G5<, 0;5 ?@82 O7:8 0B@81CB0 4> =0AB@>N20=8E 72545=8E ?0:5BV2, C=0@=>3> >?5@0B>@0 01> ?@>?CI5=8E @V2=V2 =5 4>72>;ONBLAO. B 8A:@5B87>20=89 0B@81CB " % { p r o p e r t y / } " =5 <>65 <0B8 :V;L:0 :;NGV2. � 5B>4 48A:@5B870FVW, C:070=89 4;O 0B@81CB0 " % { p r o p e r t y / } " , =5?@8?CAB8<89, >A:V;L:8 F59 0B@81CB ?@82 O70=89 4> =5G8A;>2>3> AB>2?FO. G 8A:@5B87>20=89 0B@81CB " % { p r o p e r t y / } " =5 <>65 <0B8 ?>2 O70=V 0B@81CB8. � 5 240;>AO 7V1@0B8 AB>2?5FL " % { p r o p e r t y / } " . &59 AB>2?5FL, O:89 =5<>6;82> 7V1@0B8, =5 <>65 1CB8 ?>2 O70=> 7 10BL:V2AL:8< 0B@81CB>< " % { p a r e n t p r o p e r t y / } " . � B@81CB % { p r o p e r t y / } =5 <>65 <0B8 ?5@5:;048, >A:V;L:8 4;O 2;0AB82>ABV " 8:>@8AB0==O" 0B@81CB0 2AB0=>2;5=> 7=0G5==O " 0BL:V2AL:89" . � B@81CB " % { p r o p e r t y / } " =5 <>65 <0B8 2;0AB82>ABV 5;5<5=B0, >A:V;L:8 4;O 2;0AB82>ABV " 8:>@8AB0==O" 2AB0=>2;5=> 7=0G5==O " 0BL:V2AL:89" . � 5 240;>AO 48A:@5B87C20B8 0B@81CB " % { p r o p e r t y / } " , >A:V;L:8 4;O 2;0AB82>ABV " 8:>@8AB0==O" 0B@81CB0 2AB0=>2;5=> 7=0G5==O " 0BL:V2AL:89" . � B@81CB % { p r o p e r t y / } =5 <>65 <0B8 287=0G5=V :>@8ABC20G5< 3@C?8, >A:V;L:8 4;O 2;0AB82>ABV " 8:>@8AB0==O" 0B@81CB0 2AB0=>2;5=> 7=0G5==O " 0BL:V2AL:89" . ; !B>2?5FL % { p r o p e r t y / } =5 <0T 22V<:=CB>W VT@0@EVW 0B@81CBV2. ) 5 240;>AO 7V1@0B8 AB>2?5FL % { p r o p e r t y / } . Z =CB@VH=O ?><8;:0: AB>2?5FL M e m b e r V a l u e AB>2?FO % { p r o p e r t y / } <0T =5?@8?CAB8<5 72 O7C20==O. n VAB02;5==O % { c o l l a t i o n / } AB>2?FO :;NG0 0B@81CB0 % { p r o p e r t y / } 01> =5?@8?CAB8<5, 01> =5 ?V4B@8<CTBLAO A5@25@><. � !B>2?5FL V<5=V 0B@81CB0 " % { p r o p e r t y / } " <0T 7VAB02;5==O " % { c o l l a t i o n / } " . &5 7VAB02;5==O 01> =5?@8?CAB8<5, 01> =5 ?V4B@8<CTBLAO A5@25@><. u !B>2?5FL " % { p r o p e r t y / } " =5 <>65 <0B8 2;0AB82>ABV 5;5<5=B0, >A:V;L:8 F59 0B@81CB =5 <0T 22V<:=CB>W VT@0@EVW 0B@81CBV2. + T@0@EVO " % { h i e r a r c h y / } " <0T =C;L>2V @V2=V. ~ T@0@EVO " % { h i e r a r c h y / } " <0T 420 @V2=V: " % { l e v e l 1 / } " V " % { l e v e l 2 / } " , O:V <0NBL >4=0:>289 0B@81CB 465@5;0 " % { s o u r c e p r o p e r t y / } " . T T@0@EVO % { h i e r a r c h y / } =5 <>65 <0B8 10BL:V2AL:>- 4>GV@=V9 @V25=L, >:@V< V=H8E @V2=V2. Y 5 240;>AO 28:>=0B8 >?5@0FVN 3@C?C20==O =0 B01;8FV % { d i m e n s i o n / } , >A:V;L:8 F5 28<V@ R O L A P � =0G5==O ?0@0<5B@0 M i n C o n t a i n e r C o u n t 1V;LH5 70 7=0G5==O ?0@0<5B@0 M a x C o n t a i n e r C o u n t . ;O ?0@0<5B@V2 M i n C o n t a i n e r C o u n t V M a x C o n t a i n e r C o u n t 1C45 28:>@8AB0=> 7=0G5==O ?0@0<5B@0 M a x C o n t a i n e r C o u n t . q 45=B8DV:0B>@ 0B@81CB0 465@5;0 " % { s o u r c e p r o p e r t y i d / } " @V2=O " % { l e v e l / } " =5 2V4?>2V40T =0O2=><C 0B@81CBC C 28<V@V. C V25=L % { l e v e l / } F5 @V25=L A l l , 0;5 F5 =5 ?5@H89 @V25=L VT@0@EVW. � 45=B8DV:0B>@ 10BL:V2AL:>3> 0B@81CB0 " % { p a r e n t p r o p e r t y i d / } " @V2=O " % { l e v e l / } " 01> =5 VA=CT C 28<V@V, 01> =5 T 10BL:V2AL:8< 0B@81CB><. g T@0@EVO 0B@81CBV2 4;O 0B@81CB0 465@5;0 " % { s o u r c e p r o p e r t y / } " @V2=O " % { l e v e l / } " % { t y p e n a m e / } 2V4:;NG5=0. { ;O 2;0AB82>ABV " 8:>@8AB0==O" 0B@81CB0 465@5;0 " % { s o u r c e p r o p e r t y / } " @V2=O " % { l e v e l / } " 2AB0=>2;5=> 7=0G5==O " 0BL:V2AL:89" . � !B>2?5FL 465@5;0 " % { s o u r c e p r o p e r t y / } " , O:89 =5<>6;82> 7V1@0B8, =5 <>65 =0;560B8 4> @V2=O " % { l e v e l / } " , >A:V;L:8 F59 @V25=L =5 28I89 @V25=L VT@0@EVW. c !B>2?5FL 465@5;0 " % { s o u r c e p r o p e r t y / } " 10BL:V2AL:>- 4>GV@=L>3> @V2=O " % { l e v e l / } " =5 AB>2?5FL :;NG0. [ C18 A50=AC =5<>6;82> ?5@570?8A0B8, B><C WE =5<>6;82> AB2>@8B8 70 4>?><>3>N A l l o w O v e r w r i t e . � 45=B8DV:0B>@ ?>40==O 465@5;0 40=8E " % { d a t a s o u r c e v i e w i d / } " :C10 " % { c u b e / } " =5 2V4?>2V40T =0O2=><C ?>40==N 465@5;0 40=8E C 107V 40=8E. H >:07=8: 70 70<>2GC20==O< " % { d e f a u l t m e a s u r e / } " :C10 " % { c u b e / } " =5 VA=CT. . "01;8FO 7 V<5=5< " % { d i m e n s i o n N a m e / } " =5 VA=CT. � B@81CB 7 V45=B8DV:0B>@>< " % { p r o p e r t y i d / } " , V< O " % { p r o p e r t y n a m e / } " 7 ?>A8;0==O< V7 28<V@C :C10 " % { c u b e d i m e n s i o n / } " , =5 VA=CNBL. � T@0@EVO 7 V45=B8DV:0B>@>< " % { h i e r a r c h y i d / } " , V< O " % { h i e r a r c h y n a m e / } " 7 ?>A8;0==O< V7 28<V@C :C10 " % { c u b e d i m e n s i o n / } " , =5 VA=CNBL. z V25=L 7 V45=B8DV:0B>@>< " % { l e v e l i d / } " , V< O " % { l e v e l n a m e / } " 7 ?>A8;0==O< 7 VT@0@EVW :C10 " % { c u b e h i e r a r c h y / } " , =5 VA=CNBL. Z C1 " % { c u b e / } " <0T ?>:07=8: 7 V45=B8DV:0B>@>< " % { m e a s u r e i d / } " C :V;L:>E 3@C?0E ?>:07=8:V2. S C1 " % { c u b e / } " <0T ?>:07=8: 7 V<5=5< " % { m e a s u r e n a m e / } " C :V;L:>E 3@C?0E ?>:07=8:V2. \ C1 " % { c u b e / } " =5 <0T 3@C? ?>:07=8:V2. C1 ?>28=5= <VAB8B8 I>=09<5=H5 >4=C 3@C?C ?>:07=8:V2. 5 65@5;> :C10 % { c u b e / } 01> 2V4ACB=T, 01> =5?@8?CAB8<5. y 45=B8DV:0B>@ ?>40==O 465@5;0 40=8E " % { d a t a s o u r c e i d / } " :C10 " % { c u b e / } " =5 2V4?>2V40T =0O2=><C 465@5;C 40=8E C 107V 40=8E. � B@81CB :C10 7 V45=B8DV:0B>@>< " % { p r o p e r t y i d / } " B0 V<5=5< " % { p r o p e r t y n a m e / } " V7 ?>A8;0==O< V7 28<V@C :C10 " % { c u b e d i m e n s i o n / } " <0T 0B@81CB " 0BL:V2AL:89" , B><C 4;O =L>3> ?>B@V1=> 22V<:=CB8 VT@0@EVN 0B@81CBV2. � 8<V@ ?>4@>18FL 7 V45=B8DV:0B>@>< " % { d i m e n s i o n i d / } " , V<5=5< " % { d i m e n s i o n n a m e / } " V7 ?>A8;0==O< V7 3@C?8 ?>:07=8:V2 " % { d e t a i l / } " , =5 VA=CT. � B@81CB 7 V45=B8DV:0B>@>< " % { p r o p e r t y i d / } " , V<5=5< " % { p r o p e r t y n a m e / } " V7 ?>A8;0==O< V7 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " , =5 VA=CT. � !B>2?FV :;NGV2 0B@81CB0 3@C?8 ?>:07=8:V2 % { d e t a i l p r o p e r t y / } =5 71V30NBLAO 01> 70 :V;L:VABN, 01> 70 B8?0<8 40=8E 7V AB>2?FO<8 :;NGV2 0B@81CB0 465@5;0. � T@0@EVO 7 V45=B8DV:0B>@>< " % { h i e r a r c h y i d / } " , V<5=5< " % { h i e r a r c h y n a m e / } " V7 ?>A8;0==O< V7 28<V@C 3@C?8 ?>:07=8:V2 % { d e t a i l d i m e n s i o n / } , =5 VA=CT. � 8<V@ 3@C?8 ?>:07=8:V2 7 V45=B8DV:0B>@>< " % { d e t a i l d i m e n s i o n i d / } " , V<5=5< " % { n a m e / } " V7 ?>A8;0==O< V7 ?>:07=8:0 " % { m e a s u r e / } " 01> =5 VA=CT, 01> =5 <VAB8BL A0<5 >48= 0B@81CB 45B0;V70FVW. 9 # 3@C?V ?>:07=8:V2 " % { d e t a i l / } " 2V4ACB=V 72 O7:8 28<V@V2. ( # B01;8FV " % { d e t a i l / } " =5<0T 6>4=8E <V@. ] "8? 40=8E ?>:07=8:0 " % { m e a s u r e / } " =5?@8?CAB8<89, >A:V;L:8 B8? 40=8E ?>:07=8:0 T B8?>< @O4:0. H @C?0 ?>:07=8:V2 " % { d e t a i l / } " <0T :V;L:0 ?>:07=8:V2 >:@5<>3> ;VG8;L=8:0. u @C?0 ?>:07=8:V2 " % { d e t a i l / } " =5 T 48=0<VG=> ?>2 O70=>N, 0;5 2>=0 <VAB8BL " % { d i m e n s i o n / } " 48=0<VG=> ?>2 O70=89 28<V@. R 5 240;>AO ?>2 O70B8 3@C?C ?>:07=8:V2 " % { d e t a i l / } " 7 WW 3@C?>N ?>:07=8:V2 465@5;0. g @C?0 ?>:07=8:V2 " % { d e t a i l / } " =5 <>65 <0B8 70:@8BV ?@82 O78, >A:V;L:8 FO 3@C?0 ?>:07=8:V2 =5 ?>2 O70=0. C 65@5;> 3@C?8 ?>:07=8:V2 % { d e t a i l / } 01> 2V4ACB=T, 01> =5?@8?CAB8<5. ? 65@5;> ?>:07=8:0 " % { m e a s u r e / } " 01> 2V4ACB=T, 01> =5?@8?CAB8<5. � @C?0 ?>:07=8:V2 " % { d e t a i l / } " ?>2 O70=0, 0;5 FO 3@C?0 <VAB8BL =5?>2 O70=89 28<V@ 3@C?8 ?>:07=8:V2 7 V<5=5< " % { d i m e n s i o n / } " . 8<V@ " % { d i m e n s i o n / } " ?>28=5= 1CB8 =5?@O<8< 28<V@><, ?>A8;0==O< 01> 28<V@>< 718@0==O 40=8E. ~ ;O 0B@81CB0 45B0;V70FVW " % { d e t a i l p r o p e r t y / } " C 28<V@V 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " =5 22V<:=CB> VT@0@EVN 0B@81CBV2. U ;5<5=B U n k n o w n M e m b e r =5?@8?CAB8<5 7=0G5==O N u l l P r o c e s s i n g 4;O ?>:07=8:0 % { m e a s u r e / } . . � 8<V@ " % { d i m e n s i o n / } " C 3@C?V ?>:07=8:V2 " % { d e t a i l / } " <0T 01> =C;L, 01> :V;L:0 0B@81CBV2 45B0;V70FVW. V= ?>28=5= <0B8 A0<5 >48= 0B@81CB. � B@81CB 45B0;V70FVW % { d e t a i l p r o p e r t y / } C 28<V@V 3@C?8 ?>:07=8:V2 % { d e t a i l d i m e n s i o n / } =5?@8?CAB8<89, >A:V;L:8 2V= T 10BL:V2AL:8< 0B@81CB><. � "8? 40=8E ?>:07=8:0 " % { m e a s u r e / } " ?>28=5= 1CB8 B0:8< A0<8<, O: V 9>3> B8? 28EV4=8E 40=8E. &5 G5@57 B5, I> DC=:FVO 718@0==O =5 =0AB@>T=0 =0 ;VG8;L=8: 01> >:@5<89 ;VG8;L=8:. PAc 8@07 ?>:07=8:0 % { m e a s u r e / } <0T D>@<C, 2V4<V==C 2V4[ m e a s u r e 1 ] * [ m e a s u r e 2 ] 01> [ m e a s u r e 1 ] / [ m e a s u r e 2 ] . T 8@07 ?>:07=8:0 % { m e a s u r e / } <VAB8BL >?5@0=4 [ % { o p e r a n d / } ] , O:89 =5<>6;82> 7VAB028B8. b @0289 >?5@0=4 " % { o p e r a n d / } " 28@07C ?>:07=8:0 " % { m e a s u r e / } " =5 <>65 =0;560B8 4> B0:>W A0<>W 3@C?8. R ?5@0=4 " % { o p e r a n d / } " 28@07C ?>:07=8:0 " % { m e a s u r e / } " =5 <>65 <0B8 28@07 ?>:07=8:0. � $C=:FVO 718@0==O ?>:07=8:0 " % { m e a s u r e / } " ?>28==0 1CB8 AC<>N, ;VG8;L=8:><, <V=V<0;L=>N 01> <0:A8<0;L=>N, >A:V;L:8 DC=:FVO <0T 28@07 ?>:07=8:0. � $C=:FVO 718@0==O ;V2>3> >?5@0=40 % { o p e r a n d / } 28@07C ?>:07=8:0 % { m e a s u r e / } ?>28==0 1CB8 AC<>N, ;VG8;L=8:><, <V=V<0;L=>N 01> <0:A8<0;L=>N. � $C=:FVO 718@0==O ?@02>3> >?5@0=40 % { o p e r a n d / } 28@07C ?>:07=8:0 % { m e a s u r e / } ?>28==0 1CB8 AC<>N, ;VG8;L=8:><, <V=V<0;L=>N, <0:A8<0;L=>N 01> >:@5<8< ;VG8;L=8:><. � =0G5==O< N u l l P r o c e s s i n g ?>:07=8:0 " % { m e a s u r e / } " <0T 1CB8 " 15@53B8" , >A:V;L:8 9>3> >?5@0=4>< 28@07C ?>:07=8:0 " % { o p e r a n d / } " T " 15@53B8" . o "8? 40=8E ?>:07=8:0 % { m e a s u r e / } ?>28=5= 1CB8 B0:8< A0<8<, O: V ;V289 >?5@0=4 % { o p e r a n d / } 9>3> 28@07C ?>:07=8:0. � 0@0<5B@8 A>@BC20==O " % { c o l l a t i o n / } " AB>2?FO 465@5;0 4;O ?>:07=8:0 " % { m e a s u r e / } " 01> =5?@8?CAB8<5, 01> =5 ?V4B@8<CTBLAO A5@25@><. � 8<V@ G8A;5==V 4> G8A;5==8E " % { m m d i m / } " C 3@C?V ?>:07=8:V2 " % { d e t a i l / } " 28<030T, I>1 45B0;V70FVO 28<V@C " % { c o m m o n d i m / } " 1C;0 =86G>N, =V6 45B0;V70FVO 3@C?8 ?>:07=8:V2 " % { l o o k u p d e t a i l / } " . � 45=B8DV:0B>@ 0B@81CB0 45B0;V70FVW " % { g r a n u l a r i t y p r o p e r t y i d / } " , =0 O:89 ?>A8;0TBLAO 28<V@ 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " , =5 VA=CT. u 45=B8DV:0B>@ ?@><V6=>3> 28<V@C " % { i n t e r m e d i a t e d i m e n s i o n i d / } " 28<V@C 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " =5 VA=CT. � 45=B8DV:0B>@ 0B@81CB0 ?@><V6=>W 45B0;V70FVW " % { 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 / } ; " 28<V@C 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " =5 VA=CT. � ;O 0B@81CB0 ?@><V6=>W 45B0;V70FVW " % { g r a n u l a r i t y p r o p e r t y / } " 28<V@C 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " =5 22V<:=CB> VT@0@EVN 0B@81CBV2. � @><V6=89 28<V@ " % { i n t e r m e d i a t e d i m e n s i o n / } " 28<V@C 3@C?8 ?>:07=8:V2 " % { d e t a i l d i m e n s i o n / } " =5 <>65 1CB8 G8A;5==V 4> G8A;5==8E, ?>A8;0==O< 01> 28<V@>< 718@0==O 40=8E. PA� 8<V@ G8A;5==V 4> G8A;5==8E " % { m m d i m / } " C 3@C?V ?>:07=8:V2 " % { d e t a i l / } " ?>28=5= =0;560B8 4> ?@><V6=>W 3@C?8 ?>:07=8:V2 " % { l o o k u p d e t a i l / } " V =5 <>65 CB2>@N20B8 70<:=5=89 F8:;. � # 3@C?V ?>:07=8:V2 " % { d e t a i l / } " 28<V@ G8A;5==V 4> G8A;5==8E " % { m m d i m / } " ?>A8;0TBLAO =0 2V4ACB=N 3@C?C ?>:07=8:V2 ?>HC:C 7 V45=B8DV:0B>@>< " % { i n d i r e c t d e t a i l i d / } " . t 1 T:B 7 V45=B8DV:0B>@>< " % { i d / } " , V< O " % { n a m e / } " T V< O< B8?C " % { t y p e n a m e / } " , O:89 =5 ?V4B@8<CT 70?8B0=C >?5@0FVN. g 65@5;> 40=8E % { d a t a s o u r c e i d / } @>74V;C % { p a r t i t i o n / } =5 2V4?>2V40T =0O2=><C 465@5;C 40=8E C 107V 40=8E. ] 45=B8DV:0B>@ 28<V@C " % { d i m e n s i o n i d / } " , =0 O:89 ?>A8;0TBLAO @>74V; " % { p a r t i t i o n / } " , =5 VA=CT. n 45=B8DV:0B>@ 0B@81CB0 " % { p r o p e r t y i d / } " , =0 O:89 ?>A8;0TBLAO 28<V@ @>74V;C " % { p a r t i t i o n d i m e n s i o n / } " , =5 VA=CT. PAU !B>2?FV :;NGV2 0B@81CB0 @>74V;C % { p a r t i t i o n p r o p e r t y / } 01> 2V4ACB=V, 01> =5?@8?CAB8<V. ^ 45=B8DV:0B>@ ?>:07=8:0 " % { m e a s u r e i d / } " , =0 O:89 ?>A8;0TBLAO @>74V; " % { p a r t i t i o n / } " , =5 VA=CT. M "01;8FO % { d i m e n s i o n / } , =0 O:C ?>A8;0TBLAO 718@0==O % { a g g r e g a t i o n / } , =5 VA=CT. � B@81CB 7 V45=B8DV:0B>@>< " % { p r o p e r t y i d / } " , V< O " % { p r o p e r t y n a m e / } " , =0 O:89 ?>A8;0TBLAO 28<V@ 718@0==O % { a g g r e g a t i o n d i m e n s i o n / } , =5 VA=CT. � B@81CB 7 V45=B8DV:0B>@>< " % { p r o p e r t y i d / } " , V< O " % { p r o p e r t y n a m e / } " , C 28<V@V 718@0==O % { a g g r e g a t i o n d i m e n s i o n / } =5?@8?CAB8<89, >A:V;L:8 2V= T 10BL:V2AL:8< 0B@81CB><. T 8<V@ " % { d i m e n s i o n / } " , =0 O:89 ?>A8;0TBLAO AE5<0 718@0==O " % { a g g d e s i g n / } " , =5 VA=CT. d B@81CB " % { p r o p e r t y / } " , =0 O:89 ?>A8;0TBLAO 28<V@ AE5<8 718@0==O " % { a g g d e s i g n d i m e n s i o n / } " , =5 VA=CT. � !E5<0 718@0==O 7 V45=B8DV:0B>@>< " % { a g g d e s i g n i d / } " @>74V;C " % { p a r t i t i o n / } " =5 2V4?>2V40T =0O2=V9 AE5<V 718@0==O C 3@C?V ?>:07=8:V2. U @C?0 10BL:V2AL:8E ?>:07=8:V2 @>74V;C " % { p a r t i t i o n / } " T ?>2 O70=>N 3@C?>N ?>:07=8:V2. g 45=B8DV:0B>@ 2V440;5=>3> 465@5;0 40=8E " % { r e m o t e d a t a s o u r c e i d / } " @>74V;C " % { p a r t i t i o n / } " =5?@8?CAB8<89. c >74V; " % { p a r t i t i o n / } " T 01> @>74V;>< M O L A P , 01> H O L A P , 2V= 2A5 I5 =5 <VAB8BL 6>4=8E 28<V@V2 M O L A P . } >74V; % { p a r t i t i o n / } T 2V440;5=8< @>74V;><, 0;5 @>74V; <VAB8BL R O L A P 01> ?@>0:B82=> :5H>20=89 28<V@ 7 V<5=5< " % { d i m e n s i o n / } " . n >74V; % { p a r t i t i o n / } T 01> @>74V;>< R O L A P , 01> ?@>0:B82=> :5H>20=8< @>74V;>< V =5 <>65 <0B8 70:@8BV ?@82 O7:8. ? 65@5;> @>74V;C " % { p a r t i t i o n / } " 01> 2V4ACB=T, 01> =5?@8?CAB8<5. � >7B0HC20==O AE>28I0 " % { s t o r a g e l o c a t i o n / } " @>74V;C % { p a r t i t i o n / } =5 VA=CT, 704>235 01> <VAB8BL A8<2>;8, O:V =5?@8?CAB8<V 01> 70@575@2>20=V. o ;O @>74V;C 7 C2V<:=5=>N <>6;82VABN 70?8AC20==O % { p a r t i t i o n / } =5 <>6=0 2<8:0B8 ?0@0<5B@ " @>0:B82=5 :5HC20==O" . d V440;5=5 465@5;> 40=8E % { r e m o t e d a t a s o u r c e / } ?>28==> <0B8 ?@O<89 :0B0;>3 C A2>T<C @O4:C ?V4:;NG5==O. b V440;5=5 465@5;> 40=8E % { r e m o t e d a t a s o u r c e / } =5 <>65 2:07C20B8 =0704 =0 >4=C 9 BC A0<C 107C 40=8E. f V440;5=5 465@5;> 40=8E % { r e m o t e d a t a s o u r c e / } C:07CT =0 107C 40=8E, O:0 =5 <0T 3>;>2=>3> 465@5;0 40=8E. d >;>2=5 465@5;> 40=8E " % { m a s t e r d a t a s o u r c e / } " ?>28==> <0B8 ?@O<89 :0B0;>3 C A2>T<C @O4:C ?V4:;NG5==O. O >;>2=5 465@5;> 40=8E " % { m a s t e r d a t a s o u r c e / } " =5 <>65 ?>A8;0B8AO =0 A515 A0<>3>. j >;>2=5 465@5;> 40=8E " % { m a s t e r d a t a s o u r c e / } " C:07CT =0 107C 40=8E, O:0 =5 <>65 <0B8 3>;>2=5 465@5;> 40=8E. !;C610 A n a l y s i s S e r v i c e s =5 4>72>;OT, I>1 @>7B0HC20==O AE>28I0 " % { s t o r a g e l o c a t i o n / } " @>74V;C " % { p a r t i t i o n / } " 1C;> @>7B0H>20=5 2 :0B0;>7V 40=8E A5@25@0. 09?@>ABVH89 A?>AV1 28?@028B8 FN ?@>1;5<C C:070B8 ?@028;L=5 7VAB02;5==O @>7B0HC20==O AE>28I0 @>74V;V2 C :><0=4V " % { c o m m a n d / } " . � 0?:0 " % { s t o r a g e l o c a t i o n / } " ( " >7B0HC20==O" 2 :><0=4V " V4=>28B8" 01> " !8=E@>=V7C20B8" ) =5 <>65 @>7B0H>2C20B8AL C :0B0;>7V 40=8E A5@25@0. ] >74V; 7 C2V<:=5=>N <>6;82VABN 70?8AC20==O " % { p a r t i t i o n / } " ?>28=5= <0B8 ?@82 O7:C 4> B01;8FV. = >:07=8: " % { m e a s u r e / } " <0T =5?@8?CAB8<5 01> 2V4ACB=T 465@5;>. � 5 4>72>;OTBLAO 2<8:0B8 <>6;82VABL 70?8AC20==O 4;O 3@C?8 ?>:07=8:V2 " % { d e t a i l / } " , O:I> 1C4L- O:89 ?>:07=8: 2840T @57C;LB0B, 2V4<V==89 2V4 AC<8. � 5 4>72>;OTBLAO 2<8:0B8 <>6;82VABL 70?8AC20==O 4;O 3@C?8 ?>:07=8:V2 " % { d e t a i l / } " , O:I> 1C4L- O:89 ?>:07=8: ?@82 O70=89 4> =5?V4?8A0=>3> AB>2?FO. � B@81CB " % { a t t r i b / } " 7V 7=0G5==O< I s A g g r e g a t a b l e = f a l s e =5 ?>28=5= <0B8 6>4=>3> 72 O7:C 7 0B@81CB>< " % { r e l a t t r i b / } " , O:89 <0T 7=0G5==O 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 . u >7B0HC20==O AE>28I0 " % { s t o r a g e l o c a t i o n / } " 1078 40=8E " % { d a t a b a s e / } " =5 <>65 7=0E>48B8AO ?V4 :0B0;>3>< 40=8E A5@25@0. � 5 240;>AO 7=09B8 0B@81CB C :C1V 465@5;0 " % { s r c c u b e / } " , O:89 2V4?>2V40T 0B@81CBC " % { a t t r i b / } " C 28<V@V " % { d i m / } " :C10 " % { c u b e / } " , 01> VT@0@EVO 0B@81CBV2 28<:=CB0 2 :C1V 465@5;0. � ?>2 O70=8<8 3@C?0<8 ?>:07=8:V2 28<V@8 :C10 =0 :>6=><C 1>FV 72 O7:C ?>28==V AB>AC20B8AL >4=8E V B8E A0<8E 28<V@V2 1078 40=8E. 8<V@ :C10 " % { d i m / } " :C10 " % { c u b e / } " =5 AB>ACTBLAO B>3> A0<>3> 28<V@C 1078 40=8E, I> 9 28<V@ :C10 2 :C1V 465@5;0 " % { s r c c u b e / } " . � 45=B8DV:0B>@ 465@5;0 40=8E " % { d a t a s o u r c e i d / } " ?>40==O 465@5;0 40=8E " % { d a t a s o u r c e v i e w / } " =5 2V4?>2V40T =0O2=><C 465@5;C 40=8E C 107V 40=8E. 2 >:07=8: " % { m e a s u r e / } " <0T =5?@8?CAB8<C ?@82 O7:C. l V4 G0A A?@>18 ?@>G8B0B8 D09; 287=0G5==O 2V4AB565==O " % { f n a m e / } " 28=8:;8 ?@>1;5<8. >6;82>, D09; ?>H:>465=>. 8A:@5B87>20=89 0B@81CB 7 V45=B8DV:0B>@>< " % { p r o p e r t y I d / } " , V<5=5< " % { p r o p e r t y N a m e / } " C 28<V@V " % { d i m e n s i o n / } " <0T AB>2?5FL V<5=V 01> ?@82 O7:C ?5@5:;04C 7 @O4:>< F o r m a t S t r i n g , O:89 =5?@8?CAB8<89. O4>: F o r m a t S t r i n g ?>28=5= <0B8 B0:89 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:@5B87>20=89 0B@81CB " % { p r o p e r t y / } " C 28<V@V " % { d i m e n s i o n / } " <0T V< O 01> ?@82 O7:C 4> ?5@5:;04C, O:0 <0T =52V4><89 A53<5=B A?5F8DV:0B>@0 " % { s e g m e n t / } " F o r m a t S t r i n g . K 8<V@ " % { s t r R e f / } " , =0 O:89 ?>A8;0TBLAO 4>72V; :C10 " % { s t r O b j / } " , =5 VA=CT. V B@81CB 28<V@C " % { s t r R e f / } " , =0 O:89 ?>A8;0TBLAO 4>72V; 28<V@C " % { s t r O b j / } " , =5 VA=CT. 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B V4=>A=89 H;OE =5 ?V4B@8<CTBLAO 4;O 2;0AB82>ABV D B S t o r a g e L o c a t i o n . � V25=L AC<VA=>ABV 1078 40=8E " % { n a m e / } " <>6=0 ?V428I8B8 ;8H5 70 4>?><>3>N AF5=0@VN 2AVTW 1078 40=8E ( 2:;NG0NG8 4>GV@=V >1 T:B8) . N ;0AB82VABL M e a s u r e G r o u p " % { m g n a m e / } " <0T =C;L 01> :V;L:0 @54C:>20=8E 28<V@V2. PAx !5<0=B8G=0 <>45;L B I C 107V 40=8E " % { d a t a b a s e / } " =5C73>465=0. 070 40=8E ?>28==0 <VAB8B8 :C1, O:I> 2>=0 <VAB8BL B01;8FV. � 5C73>465=5 V< O B01;8FV: V< O 28<V@C 1078 40=8E " % { d i m n a m e / } " , V< O 28<V@C :C10 " % { c u b e d i m n a m e / } " , V< O 3@C?8 ?>:07=8:V2 " % { m g n a m e / } " . � V;L:VABL 5;5<5=BV2 M e a s u r e G r o u p s AB0=>28BL " % d { m g c o u n t / } " , C B>9 G0A O: :V;L:VABL 5;5<5=BV2 C u b e D i m e n s i o n s AB0=>28BL " % d { c u b e d i m c o u n t / } " . u V;L:VABL 5;5<5=BV2 M e a s u r e G r o u p s AB0=>28BL " % d { m g c o u n t / } " , C B>9 G0A O: :V;L:VABL 28<V@V2 AB0=>28BL " % d { d i m c o u n t / } " . � 8<V@ " % { d i m n a m e / } " <0T 0B@81CB8 " % d { d i m a t t r c o u n t / } " , C B>9 G0A O: 5;5<5=B C u b e D i m e n s i o n " % { c u b e d i m n a m e / } " <0T 0B@81CB8 " % d { c u b e d i m a t t r c o u n t / } " . # B01;8G=><C @568<V :V;L:VABL 0B@81CBV2 28<V@C ?>28==0 2V4?>2V40B8 :V;L:>ABV 0B@81CBV2 C u b e D i m e n s i o n . � B@81CB " % { d i m a t t r n a m e / } " 28<V@C " % { d i m n a m e / } " =5 7=0945=> 2 5;5<5=BV C u b e D i m e n s i o n " % { c u b e d i m n a m e / } " . # B01;8G=><C @568<V V<5=0 0B@81CBV2 2 5;5<5=BV C u b e D i m e n s i o n ?>28==V 2V4?>2V40B8 V<5=0< 0B@81CBV2 C 28<V@V. @ V4=>A=89 H;OE =5 ?V4B@8<CTBLAO 4;O 2;0AB82>ABV S t o r a g e L o c a t i o n . � ?5@0FVO >=>2;5==O 4;O :=83, AB2>@5=8E 70 4>?><>3>N ?>?5@54=L>W 25@AVW P o w e r P i v o t , =54>ABC?=0. =>2VBL :=83C, 2V4:@82H8 WW 2 =>2V9 25@AVW P o w e r P i v o t 4;O E x c e l . v 2 O7>: <0T :V;L:0 5;5<5=BV2 P r o c e s s i n g S t a t e , I> =5 4>72>;OTBLAO. &5 <>65 2:07C20B8 =0 ?>H:>465=V <5B040=V 1078 40=8E. w 0B@81CBV " % { p r o p e r t y / } " 4;O ?0@0<5B@0 " "8?" ?>B@V1=> 2AB0=>28B8 7=0G5==O " E x t e n d e d T y p e " , O:I> 287=0G5=> E x t e n d e d T y p e . @ >74V; O L A P " % { p a r t i t i o n / } " =5 <>65 <0B8 =01V@ D i r e c t Q u e r y U s a g e . g ;0AB82VABL C o m p a t i b i l i t y L e v e l ?V4B@8<:8 1030B>28<V@=8E 107 40=8E <0T 4>@V2=N20B8 BV;L:8 1 0 5 0 01> 1 1 0 0 . S "01;8G=V 1078 40=8E =5 ?V4B@8<CNBL ?>=865==O 25@AVW 2;0AB82>ABV C o m p a t i b i l i t y L e v e l . � 1<565==O V E R S I O N C D i s c o v e r C S D L ?>28==> <0B8 B0:89 D>@<0B: < FV;5_ G8A;>> . < FV;5_ G8A;>> , 0 B0:>6 <0T 1CB8 1V;LH5 01> 4>@V2=N20B8 1 , 0 . � 0C2065==O <>6=0 28:>@8AB>2C20B8 7 >1 T:B0<8 :><0=48 AF5=0@VN ;8H5 4;O B01;8G=8E 107 40=8E, 2;0AB82VABL C o m p a t i b i l i t y L e v e l O:8E 4>@V2=NT 1 1 0 3 01> 1V;LH5. X 070 40=8E <VAB8BL 45:V;L:0 :C1V2. 5>1EV4=> 2:070B8 :>=:@5B=89 :C1 G8 V<' O ?5@A?5:B828. PA� >B>G=C <>45;L <>6=0 2V4>1@078B8 ;8H5 70 C<>28 70?8BC :;VT=B>< <5B040=8E B01;8G=>3> ?>40==O 70 4>?><>3>N V E R S I O N 7 >1<565==O< 2 . 0 B0 ?V7=VH>W. E =0G5==O M a x C P U 2 ?C;V @5AC@AV2 =5 <>65 ?5@528IC20B8 1 0 0 ( 2V4A>B:V2) . � V4 G0A AB2>@5==O 5:75<?;O@0 >1 T:B0 <5B040=8E ?C;0 @5AC@AV2 V7 D09;C " % { f i l e n a m e / } " AB0;0AO ?><8;:0. &5 =528?@02=0 ?><8;:0. !;C61C 7C?8=5=>. #AC=LB5 ?@>1;5<C B0 ?5@570?CABVBL A;C61C. /:I> ?@>1;5<C CAC=CB8 =5 <>6=0, 2840;VBL F59 D09;. � V4 G0A AB2>@5==O 5:75<?;O@0 >1 T:B0 <5B040=8E 3@C?8 7020=B065=>ABV 1078 40=8E V7 D09;C " % { f i l e n a m e / } " AB0;0AO ?><8;:0. &5 =528?@02=0 ?><8;:0. !;C61C 7C?8=5=>. #AC=LB5 ?@>1;5<C B0 ?5@570?CABVBL A;C61C. /:I> ?@>1;5<C CAC=CB8 =5 <>6=0, 2840;VBL F59 D09;. � 5 240;>AO 22V<:=CB8 @>7<VG5==O 4;O 0B@81CBC " % { p r o p e r t y / } " C 28<V@V " % { d i m e n s i o n / } " , >A:V;L:8 A5@25@ ?@0FNT =5 2 B01;8G=><C @568<V. u 5 240;>AO 22V<:=CB8 @>7<VG5==O 4;O 0B@81CBC " % { p r o p e r t y / } " C B01;8FV " % { t a b l e / } " , >A:V;L:8 F5 =5 B5:AB>289 AB>2?5FL. � 5 240;>AO AB2>@8B8 72 O7>: ?@028; 7 V45=B8DV:0B>@>< " % { r e l a t i o n s h i p I d / } " . ;0AB82VABL " % { p r o p e r t y / } " C B01;8FV " % { t a b l e / } " ?>B@V1=> @>7<VB8B8. � ;O 2;0AB82>ABV A c t i v e S t a t e 72 O7:C 7 V45=B8DV:0B>@>< " % { r e l a t i o n s h i p I d / } " C B01;8FV " % { t a b l e / } " =5>1EV4=> 7040B8 ?0@0<5B@ " 3=>@C20B8" , >A:V;L:8 F5 =5 72 O7>: =0 >A=>2V ?@028;0. � ;O 2;0AB82>ABV A c t i v e S t a t e 72 O7:C 7 V45=B8DV:0B>@>< " % { r e l a t i o n s h i p I d / } " C B01;8FV " % { t a b l e / } " =5>1EV4=> 7040B8 ?0@0<5B@ " :B82=>" 01> " 50:B82=>" , >A:V;L:8 F5 72 O7>: =0 >A=>2V ?@028;0. � V6 B01;8F5N " % { m a i n t a b l e / } " 7V AB>2?F5< " % { e d i t a b l e a t t r i b u t e / } " , O:89 <>6=0 7<V=N20B8, B0 WW B01;8F5N 70<VI5==O " % { o v e r r i d e d i m e n s i o n / } " ?>B@V15= 72 O7>:. p ;O 2;0AB82>ABV C o l u m n U s a g e A;V4 702648 704020B8 7=0G5==O " U n r e s t r i c t e d U s a g e " . 5@52V@B5 0B@81CB " % { p r o p e r t y / } " . u 5AC<VA=VABL <V6 <5B040=8<8 D09;C E D V M P B0 1078 40=8E; 28<V@ 7 V45=B8DV:0B>@>< " % { D i m I d / } " C D09;V E D V M P =5 7=0945=>. � >;L " % { s t r R o l e N a m e / } " 2:;NG0T 4><5==89 >1;V:>289 70?8A, O:89 =5 VA=CT. ;O FVTW @>;V >1;V:>289 70?8A :>@8ABC20G0 4><5=C " % { s t r D o m a i n A c c o u n t / } " 265 =54V9A=89. � ;O 2;0AB82>ABV A c t i v e S t a t e 72 O7:C A;V4 702648 704020B8 7=0G5==O " A c t i v e S t a t e I g n o r e " . 5@52V@B5 72 O7>: 7 V45=B8DV:0B>@>< " % { r e l I d / } " ( C B01;8FV " % { t a b l e N a m e / } " ) . � /:I> @V25=L AC<VA=>ABV 1078 40=8E ?5@528ICT 1 1 0 3 , 4;O 2;0AB82>ABV A c t i v e S t a t e 72 O7:C A;V4 7040B8 ?0@0<5B@ " :B82=>" 01> " 50:B82=>" . 5@52V@B5 72 O7>: 7 V45=B8DV:0B>@>< " % { r e l I d / } " C B01;8FV " % { t a b l e N a m e / } " . � /:I> @V25=L AC<VA=>ABV 1078 40=8E ?5@528ICT 1 1 0 3 , C 3@C?0E <V@ 4>72>;5=> BV;L:8 B8? 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@52V@B5 70?8A8 C 3@C?V <V@ 4;O B01;8FV " % { t a b l e N a m e / } " . PA� 5 240;>AL >1@>18B8 >1G8A;N20=89 AB>2?5FL G5@57 =5>4=>7=0G=V H;OE8 <V6 B01;8FO<8 " % { t a b l e 1 / } " V " % { t a b l e 2 / } " : % { p a t h 1 / } V % { p a t h 2 / } � ;O 2;0AB82>ABV C r o s s F i l t e r D i r e c t i o n 72 O7:C A;V4 702648 704020B8 7=0G5==O " T o E n d F i l t e r s F r o m E n d " . 5@52V@B5 72 O7>: 7 V45=B8DV:0B>@>< " % { r e l I d / } " ( C B01;8FV " % { t a b l e N a m e / } " ) . � =0G5==O " F r o m E n d F i l t e r s T o E n d " 2;0AB82>ABV C r o s s F i l t e r D i r e c t i o n 70@07 =5 ?V4B@8<CTBLAO. 5@52V@B5 72 O7>: 7 V45=B8DV:0B>@>< " % { r e l I d / } " C B01;8FV " % { t a b l e N a m e / } " . � /:I> :V;L:VABL 5;5<5=BV2 C 72 O7:C <0T 1CB8 " >48=- 4>- >4=>3>" , AB2>@VBL 742>T=V 72 O7:8 " >48=- 4>- >4=>3>" 2 >1>E =0?@O<:0E <V6 " % { d i m e n s i o n 1 / } " [ % { c o l u m n 1 / } ] B0 " % { d i m e n s i o n 2 / } " [ % { c o l u m n 2 / } ] . v 2 O7>: 7V AB>2?FO� " % { d i m e n s i o n / } " [ % { c o l u m n / } ] � <0T =5?@8?CAB8<C :@0B=VABL " % { f r o m / } 4> % { t o / } " , B><C =5 ?V4B@8<CTBLAO. Y!B0;0AO ?><8;:0 72 O7:C <V6 " % { d i m e n s i o n 1 / } " [ % { c o l u m n 1 / } ] B0 " % { d i m e n s i o n 2 / } " [ % { c o l u m n 2 / } ] . >B>G=V =0AB@>9:8 4;O :V;L:>ABV 5;5<5=BV2 :V=F52>W B>G:8 B0 2;0AB82>ABV C r o s s F i l t e r D i r e c t i o n =5AC<VA=V. >6;82>, 4>2545BLAO 7<V=8B8 :V;L:VABL 5;5<5=BV2 :V=F52>W B>G:8 ( >48= ?@>B8 1030BL>E) 01> 7=0G5==O 2;0AB82>ABV C r o s s F i l t e r D i r e c t i o n 4;O FL>3> 72 O7:C. t 5@AVO 1078 40=8E =0 2V440;5=><C 2C7;V 2V4@V7=OTBLAO 2V4 25@AVW =0 ?5@28==><C 2C7;V, O:89 28:>=CT 70?8B :>@8ABC20G0. a ;O A53<5=B>20=>W B01;8FV 7 V<5=5< " % { T b l N a m e / } " =5 7=0945=> B0:V D09;8 @>74V;C: " % { F i l e L i s t / } " . � 0 48A:C =5 715@565=> B0:V D09;8 @>74V;C: " % { F i l e L i s t / } " ; >GV:CTBLAO, I> D09;8 1C45 715@565=> ?V4 G0A @>7?>4V;5=>W >1@>1:8 40=8E. u $09; 40=8E @>74V;C " % { I D F F i l e / } " , 7020=B065=89 V7 2B>@8==>3> 2C7;0, <0T 1CB8 C A?8A:C D09;V2 28<V@C ?5@28==>3> 2C7;0. r $09; 40=8E @>74V;C " % { I D F F i l e / } " , 7020=B065=89 V7 2B>@8==>3> 2C7;0, =5 <0T 1CB8 2 :0B0;>7V 40=8E ?5@28==>3> 2C7;0. B V4;53;89 2C7>; 7020=B0682 =5>GV:C20=89 D09; " % { U n e x p e c t e d F i l e / } " . A V4;53;89 2C7>; =5 7020=B0682 >GV:C20=V D09;8 " % { M i s s i n g F i l e s / } " . 3><0=40 281V@:8 B01;8G=8E <5B040=8E 70?8B0;0 B0:89 A?8A>: V45=B8DV:0B>@V2 @>74V;C: " % { P a r t I d s L i s t / } " 4;O 1078 40=8E 7 V45=B8DV:0B>@>< " % { D b I d / } " , V45=B8DV:0B>@ 28<V@C: " % { D i m I d / } " . 5 7=0945=> @>74V;8 " % { N o t F o u n d P a r t s / } " . 5@5:>=09B5AO, I> <5B040=V ?V4;53;>3> 2C7;0 71V30NBLAO 7 <5B040=8<8 ?5@28==>3> 2C7;0. n 1 T:B S h a r d D i r e c t o r y ?>25@=C2 =54V9A=89 V45=B8DV:0B>@ @>74V;C " % { P a r t i t i o n I d / } " 4;O 28<V@C " % { D i m e n s i o n I d / } " . � ><0=4C 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 ?V4B@8<CT BV;L:8 A5@25@, O:89 ?@0FNT 2 @568<V V e r t i P a q B0 A z u r e M o d e 7 C2V<:=CB>N DC=:FVTN S c a l e O u t . PAR ><0=4C 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 <>6CBL 28:>=C20B8 BV;L:8 04<V=VAB@0B>@8 A5@25@0. Z ><0=40 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 ?V4B@8<C20B8 BV;L:8 B0:V B8?8 >1@>1:8: P r o c e s s D a t a . � #AV >1 T:B8, C:070=V 2 :><0=4V 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 , <0NBL =0;560B8 4> BVTW A0<>W 1078 40=8E, C:070=>W 2 V45=B8DV:0B>@V 1078 40=8E D a t a b a s e I d = " % { D a t a b a s e I d / } " . O # :><0=4V 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 <>6CBL 1CB8 2:070=V BV;L:8 >1 T:B8 @>74V;C. e 4<V=VAB@0B>@8 A5@25@0 <>6CBL 28:>=C20B8 :><0=4C S y n c h r o n i z e , ;8H5 O:I> A5@25@ ?@0FNT 2 @568<V A z u r e . } >;8 A5@25@ ?@0FNT 2 @568<V A z u r e , :><0=40 S y n c h r o n i z e <>65 28:>=C20B8AO, BV;L:8 O:I> 7040=> ?0@0<5B@ S y n c h r o n i z e F r o m S t o r a g e . � ;0AB82VABL A c t i v e S t a t e 5;5<5=B0 28<V@C/ 72 O7:V2/ 72 O7:C =5 A8=E@>=V7>20=0 7 28<V@>< 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 4;O 2V4?>2V4=>3> 5;5<5=B0 M e a s u r e G r o u p 4;O 1078 40=8E: " % { d a t a b a s e / } " . � ;O 2;0AB82>ABV 28<V@C " % { T a b l e I d / } " [ " % { C o l u m n I d / } " ] C A53<5=B>20=><C 28<V@V 22V<:=CB> VT@0@EVN 0B@81CBV2. )>1 28<:=CB8 VT@0@EVW 0B@81CBV2, 70409B5 4;O 2;0AB82>ABV C o l u m n U s a g e ?0@0<5B@ D a x U s a g e . � !B0;0AO ?><8;:0 72 O7:C <V6 " % { d i m e n s i o n 1 / } " [ % { c o l u m n 1 / } ] V " % { d i m e n s i o n 2 / } " [ % { c o l u m n 2 / } ] . !53<5=B>20=89 28<V@ =5 <>65 <0B8 6>4=8E 2EV4=8E 72 O7:V2. D 5@59<5=C20==O =5 ?V4B@8<CTBLAO C B@0=70:FVOE, ?>2 O70=8E V7 A50=A><{ 1G8A;N20=V B01;8FV =5 ?V4B@8<CNBLAO =0 A5@25@0E A z u r e , O:V ?@0FNNBL C @568<V S c a l e O u t ( V45=B8DV:0B>@ 28<V@C: " % { D i m I d / } " ) . v 0?8B 281V@:8 B01;8G=8E <5B040=8E <VAB8BL =5?@028;L=89 70?8A 28<V@C " % { D i m e n s i o n I d / } " 4;O 1078 40=8E " % { D a t a b a s e I d / } " . v 0?8B 281V@:8 B01;8G=8E <5B040=8E <VAB8BL ?>2B>@N20=89 70?8A 28<V@C " % { D i m e n s i o n I d / } " 4;O 1078 40=8E " % { D a t a b a s e I d / } " . � 0?8B 281V@:8 B01;8G=8E <5B040=8E <VAB8BL ?>2B>@N20=89 70?8A @>74V;C " % { P a r t i t i o n I d / } " 4;O 28<V@C " % { D i m e n s i o n I d / } " 1078 40=8E " % { D a t a b a s e I d / } " . { 0?8B 281V@:8 B01;8G=8E <5B040=8E <VAB8BL ?CAB89 A?8A>: @>74V;V2 4;O 28<V@C " % { D i m e n s i o n I d / } " , 1078 40=8E " % { D a t a b a s e I d / } " . s V4 G0A A8=E@>=V70FVW 7 R P S 1078 40=8E 7 V45=B8DV:0B>@><: " % { d b I d / } " D01@8G=8< E>AB>< ?>25@=CB> ?CABC :0@BC 25@AV9. � 0?8B S h a r d D i r e c t o r y I>=09<5=H5 42VGV ?>25@=C2 BC A0<C :V=F52C B>G:C: " % { E n d p o i n t / } " ; ?>2B>@5==O :V=F52>W B>G:8 =5 4>?CA:0TBLAO. =V<>: 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 / } " . � 0?8B S h a r d D i r e c t o r y I>=09<5=H5 42VGV ?>25@=C2 B>9 A0<89 A?V;L=89 V45=B8DV:0B>@: " % { P a r t i t i o n I d / } " ; ?>2B>@5==O A?V;L=>3> V45=B8DV:0B>@0 =5 4>?CA:0TBLAO. =V<>: 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 / } " . � >74V; 7 V45=B8DV:0B>@>< " % { P a r t i t i o n I d / } " , O:89 =0;568BL 4> B01;8FV 7 V45=B8DV:0B>@>< " % { T a b l e I d / } " , =5 7=0945=> 2 A?V;L=><C :0B0;>7V. =V<>: 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 / } " . V 1 T< 1078 40=8E " % { D a t a b a s e N a m e / } " ?5@528ICT <0:A8<0;L=89 4>?CAB8<89 @>7<V@ =0 48A:C. L 45=B8DV:0B>@ C o l u m n I D " % { C o l u m n I d / } " =5 7=0945=> 2 B01;8FV " % { T a b l e N a m e / } " . = 45=B8DV:0B>@ T a b l e I D " % { T a b l e I d / } " =5 7=0945=> 2 107V 40=8E. < < O M e a s u r e N a m e " % { M e a s u r e N a m e / } " =5 7=0945=> 2 107V 40=8E. � >45;L 40=8E <0T 704>2389 ;0=FN6>: 70;56=>AB59 >1G8A;N20=8E B01;8FL, O:89, 2V@>3V4=>, CB2>@NT F8:;. 5@52V@B5 D>@<C;8 >1G8A;N20=8E B01;8FL. U ><8;:0 7;8BBO D09;C :0@B8 25@AV9 B@0=70:FV9 " % { f i l e N a m e / } " 7 >A=>2=>N :0@B>N 25@AV9. a ><8;:0 7;8BBO D09;C :0@B8 25@AV9 B@0=70:FV9 " % { f i l e N a m e / } " 7 2V4:;045=>N >A=>2=>N :0@B>N 25@AV9. U 87=0G5==O 70?8BC 4;O 465@5;0 40=8E " % { d a t a s o u r c e i d / } " @>74V;C " % { p a r t i t i o n / } " ?CAB5. � ;0AB82VABL D i r e c t Q u e r y U s a g e @>74V;C " % { p a r t i t i o n / } " =5 <>6=0 2AB0=>28B8 =0 " D i r e c t Q u e r y O n l y " 01> " I n M e m o r y W i t h D i r e c t Q u e r y " , :>;8 2;0AB82VABL D i r e c t Q u e r y M o d e 1078 40=8E " % { d a t a b a s e / } " " I n M e m o r y " . � !B>2?5FL 7 V<5=5< " % { C o l u m n N a m e / } " C65 VA=CT 2 >1G8A;N20=V9 B01;8FV 7 V<5=5< " % { C a l c u l a t e d T a b l e N a m e / } " , V 465@5;> FL>3> AB>2?FO B01;8FO " % { T a b l e N a m e / } " . g !B>2?5FL 7 V<5=5< " % { C o l u m n N a m e / } " C65 VA=CT 2 >1G8A;N20=V9 B01;8FV 7 V<5=5< " % { C a l c u l a t e d T a b l e N a m e / } " . G ;0AB82VABL S t o r a g e E n g i n e M o d e 1078 40=8E " % { D B N a m e / } " =5 <>6=0 7<V=8B8. � 8@07 D A X 4;O >1G8A;N20=>W B01;8FV " % { t a b l e / } " ?>25@B0T B8? 40=8E V a r i a n t 4;O AB>2?FO " % { c o l u m n / } " . <V=VBL >1G8A;5==O B0:, I>1 AB>2?5FL <VAB82 40=V C73>465=>3> B8?C. B $C=:FVN E x t e r n a l M e m b e r s 70@575@2>20=> 4;O ?>40;LH>3> 28:>@8AB0==O. � 5 <>6=0 28:>=0B8 >?5@0FVN, 1> D09; <5B040=8E " % { f i l e _ n a m e / } " 4;O 1078 40=8E 7 V< O< " % { d b _ n a m e / } " B0 V45=B8DV:0B>@>< " % { d b _ i d / } " C65 VA=CT. m >45;L 40=8E 1V;LH5 =5 <>6=0 7020=B068B8, B><C I> WW AB2>@5=> 70 4>?><>3>N 25@AVW 4;O ?>?5@54=L>3> ?5@53;O4C. + 5@AVN =5?V4B@8<C20=>W 1078 40=8E ?>=865=>. z # :=87V E x c e l T <>45;L, O:0 <VAB8BL 1030B>7=0G=V 0:B82=V 72 O7:8 01> F8:; 0:B82=8E 72 O7:V2. "0:V <>45;V =5 ?V4B@8<CNBLAO. ? 0720 :C;LBC@8 " % { c u l t u r e / } " =5?@8?CAB8<0 01> =5 ?V4B@8<CTBLAO. &N :><0=4C =5 <>6=0 28:>=0B8 4;O 1078 40=8E " % { d b _ n a m e / } " , B><C I> WW 287=0G5=> 70 4>?><>3>N ?0@0<5B@0 S t o r a g e E n g i n e U s e d 7 CAB0=>2;5=8< 7=0G5==O< T a b u l a r M e t a d a t a . )>1 04<V=VAB@C20B8 107C 40=8E C FL><C @568<V, =5>1EV4=> 28:>@8AB>2C20B8 B01;8G=V V=B5@D59A8 A P I . U 1@>1;5==O >1 T:BV2 V7 :V;L:>E 107 40=8E 2 >4=><C 70?8BV =0 >1@>1:C =5 ?V4B@8<CTBLAO. � &N :><0=4C =5 240;>AO 28:>=0B8 4;O 1078 40=8E 7 V< O< n a m e = " % { d b _ n a m e / } " , V45=B8DV:0B>@>< I d = " % { d b _ i d / } " , 1> WW 28<:=CB> 4;O :>=B5:AB=8E ?V4:;NG5=L. � 5 240;>AO 70B25@48B8 B@0=70:FVN, 1> 107C 40=8E 7 V< O< n a m e = " % { d b _ n a m e / } " , V45=B8DV:0B>@>< I d = " % { d b _ i d / } " 28<:=CB> 4;O :>=B5:AB=8E ?V4:;NG5=L. � 5 240;>AO AB2>@8B8 :>=B5:AB=5 ?V4:;NG5==O, 1> 107C 40=8E 7 V< O< n a m e = " % { d b _ n a m e / } " , V45=B8DV:0B>@>< I d = " % { d b _ i d / } " 28<:=CB> 4;O B0:8E ?V4:;NG5=L. m 52V4?>2V4=VABL @568<C FV;L>2>3> A5@25@0: >?5@0FVO D i s a b l e D a t a b a s e =5 ?V4B@8<CTBLAO 2 1030B>28<V@=><C @568<V. � ><8;:0 7;8BBO =0O2=>3> D09;C :0@B8 4;O 25@AV9 B@0=70:FV9 " % { f i l e N a m e / } " V7 2V4:;045=>N >A=>2=>N :0@B>N 25@AV9 ( :>4 ?><8;:8: % d { E r r o r C o d e / } ) . � 5@59<5=C20==O <V@8 AF5=0@VN " % { 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 / } " 7025@H8;>AO ?><8;:>N. =CB@VH=V9 V45=B8DV:0B>@ <V@8 " % { m e a s u r e _ i d / } " C65 VA=CT 2 :>;5:FVW <V@ AF5=0@VN. � 5@59<5=C20==O <V@8 AF5=0@VN " % { 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 / } " 7025@H8;>AO ?><8;:>N. =CB@VH=T V< O <V@8 " % { m e a s u r e _ n a m e / } " C65 VA=CT 2 :>;5:FVW <V@ AF5=0@VN. PA� 5 240;>AO AB2>@8B8 :>=B5:AB=5 ?V4:;NG5==O, 1> 4;O FL>3> ?>B@V1=V =0;56=V =0AB@>9:8 2AVE F8E ?0@0<5B@V2: 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 / } " V 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 / } " . � $09; " % { f i l e / } " ?>H:>465=>. V= <VAB8BL ?>7=0G:C G0AC >AB0==L>3> 70B25@465==O ( % { t i m e s t a m p f i l e / } ) , =>2VHC ?>7=0G:8 G0AC >AB0==L>3> 70B25@465==O B01;8G=>W 1078 40=8E =0 48A:C ( % { t i m e s t a m p d b / } ) . � ;O 2;0AB82>ABV D e f i n i t i o n T y p e 72 O7:C A;V4 702648 704020B8 7=0G5==O " I d e n t i t y " . 5@52V@B5 72 O7>: 7 V45=B8DV:0B>@>< " % { r e l I d / } " ( C B01;8FV " % { t a b l e N a m e / } " ) . R 5?@8?CAB8<5 @>7B0HC20==O AE>28I0 " % { s t o r a g e l o c a t i o n / } " 1078 40=8E " % { d a t a b a s e / } " . G ;O 7>2=VH=L>3> CG0A=8:0 @>;V =5>1EV4=> 2:070B8 V45=B8DV:0B>@ CG0A=8:0. R 078 40=8E A z u r e A n a l y s i s S e r v e r ?V4B@8<CNBL ;8H5 @V25=L AC<VA=>ABV 1 2 0 0 G8 28I89. j !;C618 0=0;V7C A z u r e A n a l y s i s S e r v i c e s =5 ?V4B@8<CNBL A?5FV0;L=89 ?0@0<5B@ S t o r a g e L o c a t i o n 4;O 1078 40=8E. a &59 5:75<?;O@ A n a l y s i s S e r v i c e s =5 ?V4B@8<CT A?5FV0;L=89 ?0@0<5B@ S t o r a g e L o c a t i o n 4;O 1078 40=8E. m !;C618 P o w e r � B I P r e m i u m A n a l y s i s S e r v i c e s =5 ?V4B@8<CNBL A?5FV0;L=89 ?0@0<5B@ S t o r a g e L o c a t i o n 4;O 1078 40=8E. s V4 G0A A?@>18 70B25@48B8 B@0=70:FVN 28O28;>AO, I> AB0BCA8 :;>=C20==O 28<V@C B0 B01;8FV " % { T a b l e I d / } " =5 C73>465=>. h 5 <>6=0 28:;8:0B8 :><0=4C 28;CG5==O 2 B@0=70:FVW 01> B@0=70:FV9=><C ?0:5BV, V=VFV9>20=><C :>@8ABC20G5<. ; ><0=4C 28;CG5==O <>65 28:>=0B8 ;8H5 04<V=VAB@0B>@ A5@25@0. ] ><0=4C 28;CG5==O =5 <>6=0 28:>=C20B8 AB>A>2=> 1078 40=8E V7 @V2=5< AC<VA=>ABV 1 1 0 0 G8 =86G5. R ><0=4C 28;CG5==O =5 <>6=0 28:>=C20B8 AB>A>2=> A5@25@0, 45 22V<:=CB> E a g e r L o a d i n g . b ><0=4C 28;CG5==O =5 <>6=0 28:>=C20B8 AB>A>2=> A5@25@0, 45 22V<:=CB> 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 . � 07C 40=8E " % { d b _ n a m e / } " V<?>@B>20=> 7 D09;C P B I X . @>B5 WW <>6=0 1C45 28:>@8AB>2C20B8 =5 @0=VH5, =V6 7025@H0BLAO ?52=V >?5@0FVW ?5@5B2>@5==O. >:8 I> 70?8B8 <>65 28:>=C20B8 BV;L:8 04<V=VAB@0B>@ A5@25@0. PAp 5 <>6=0 28:;8:0B8 :><0=4C C o m m i t I m p o r t 2 @0<:0E V=VFV9>20=>W :>@8ABC20G5< B@0=70:FVW 01> B@0=70:FV9=><C ?0:5BV. @ ><0=4C C o m m i t I m p o r t <>65 28:>=C20B8 ;8H5 04<V=VAB@0B>@ A5@25@0. t ><0=4C C o m m i t I m p o r t <>6=0 28:>=C20B8 ;8H5 AB>A>2=> 1078 40=8E 7V 7=0G5==O< 2;0AB82>ABV C o m p a t i b i l i t y L e v e l 2V4 1 2 0 0 . V ><0=4C C o m m i t I m p o r t <>6=0 28:>=C20B8 ;8H5 AB>A>2=> 1078 40=8E, O:0 A0<5 V<?>@BCTBLAO. � V4 G0A 70?CA:C A5@25@0 7=0945=> ?>H:>465=89 D09; <5B040=8E 4;O 1078 40=8E " % { d b _ p a t h n a m e / } " . 5 240;>AO ?5@5<VAB8B8 4> :0@0=B8=C G5@57 71V38 7 :V;L:><0 ?0?:0<8 1078 40=8E. H @>4C:B A n a l y s i s S e r v i c e s ?V4B@8<CT ;8H5 @568< D e l a y L o a d M o d e R e q u e s t e d 1 . . 568< D e l a y L o a d M o d e R e q u e s t e d =5 ?V4B@8<CTBLAO. I ;0AB82VABL D B S t o r a g e L o c a t i o n =5 ?V4B@8<CTBLAO 2 @568<V P o w e r B I P r e m i u m . � $09; >?8AC <5B040=8E " % { f i l e n a m e / } " <VAB8BL =5>GV:C20=89 >1 T:B <5B040=8E " % { i d / } " ( 25@AVO " % d { v e r s i o n / } " , 25@AVO @>7B0HC20==O 4;O 715@V30==O " % d { p e r s i s t _ v e r s i o n / } " ) . A 0B0;>3C 715@V30==O " % { d i r e c t o r y / } " 1078 40=8E " % { i d / } " =5 VA=CT. � 07C 40=8E " % { s t r D a t a b a s e I d / } " =5 240;>AO 28;CG8B8, 1> 4;O =5W 7<V=5=> @568< 715@V30==O. &5 B8<G0A>20 A8BC0FVO, B><C 20@B> ?>2B>@8B8 A?@>1C. > !B>2?5FL " % { C o l u m n N a m e / } " C65 VA=CT 2 B01;8FV " % { T a b l e N a m e / } " . r 65@5;0 40=8E " % { D a t a s o u r c e 1 / } " , " % { D a t a s o u r c e 2 / } " <0NBL >4=0:>289 H;OE 4> @5AC@AC " % { p a t h / } " , I> =5 4>72>;OTBLAO. _ 65@5;> 40=8E " % { D a t a s o u r c e / } " <0T @568< C>A>1;5==O, O:89 =5 <>6=0 28:>@8AB>2C20B8 4;O >1@>1:8. ? >74V;8 M C @568<V D i r e c t Q u e r y =5 ?>A8;0NBLAO =0 465@5;0 40=8E. T >74V; M C @568<V D i r e c t Q u e r y ?>A8;0TBLAO =0 465@5;> 40=8E ?>AB0G0;L=8:0 C 28@07V M . x >74V; M " % { P a r t i t i o n N a m e / } " B01;8FV " % { T a b l e N a m e / } " C @568<V D i r e c t Q u e r y ?>A8;0TBLAO =0 :V;L:0 465@5; 40=8E C 28@07V M . s >74V; M 28:>@8AB>2CT DC=:FVN 40=8E, I> ?@872>48BL 4> 4>ABC?C 4> 465@5;0 40=8E, 2V4<V==>3> 2V4 287=0G5=8E C <>45;V. $ =B53@0FVN >1@>1=8:0 M =5 22V<:=CB>. L 0@0<5B@ M a x C o n t a i n e r C o u n t =5 <>65 <0B8 7=0G5==O 1V;LH5 =V6 % d { u p p e r L i m i t / } . � >74V;8 D i r e c t Q u e r y " % { P a r t i t i o n 1 / } " ( B01;8FO " % { T a b l e 1 / } " ) V " % { P a r t i t i o n 2 / } " ( B01;8FO " % { T a b l e 2 / } " ) ?>A8;0NBLAO =0 @V7=V 465@5;0 40=8E, 0 F5 =5 ?V4B@8<CTBLAO. 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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>
<ID>71</ID>
<NAME>TMSCHEMA_DICTIONARY_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>72</ID>
<NAME>TMSCHEMA_COLUMN_PARTITION_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>73</ID>
<NAME>TMSCHEMA_RELATIONSHIP_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>74</ID>
<NAME>TMSCHEMA_RELATIONSHIP_INDEX_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>75</ID>
<NAME>TMSCHEMA_ATTRIBUTE_HIERARCHY_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>76</ID>
<NAME>TMSCHEMA_HIERARCHY_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>77</ID>
<NAME>DISCOVER_RING_BUFFERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>78</ID>
<NAME>TMSCHEMA_KPIS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>79</ID>
<NAME>TMSCHEMA_STORAGE_FOLDERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>80</ID>
<NAME>TMSCHEMA_STORAGE_FILES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>81</ID>
<NAME>TMSCHEMA_SEGMENT_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>82</ID>
<NAME>TMSCHEMA_CULTURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>83</ID>
<NAME>TMSCHEMA_OBJECT_TRANSLATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>84</ID>
<NAME>TMSCHEMA_LINGUISTIC_METADATA</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>85</ID>
<NAME>TMSCHEMA_ANNOTATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>86</ID>
<NAME>TMSCHEMA_PERSPECTIVES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>87</ID>
<NAME>TMSCHEMA_PERSPECTIVE_TABLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>88</ID>
<NAME>TMSCHEMA_PERSPECTIVE_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>89</ID>
<NAME>TMSCHEMA_PERSPECTIVE_HIERARCHIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>90</ID>
<NAME>TMSCHEMA_PERSPECTIVE_MEASURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>91</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_ROLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>92</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_ROLE_MEMBERSHIPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>93</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_TABLE_PERMISSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>94</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_VARIATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>95</ID>
<NAME>TMSCHEMA_SETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>96</ID>
<NAME>TMSCHEMA_PERSPECTIVE_SETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>97</ID>
<NAME>TMSCHEMA_EXTENDED_PROPERTIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>98</ID>
<NAME>TMSCHEMA_EXPRESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>99</ID>
<NAME>TMSCHEMA_COLUMN_PERMISSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>100</ID>
<NAME>TMSCHEMA_DETAIL_ROWS_DEFINITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>101</ID>
<NAME>TMSCHEMA_RELATED_COLUMN_DETAILS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>102</ID>
<NAME>TMSCHEMA_GROUP_BY_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>103</ID>
<NAME>TMSCHEMA_CALCULATION_GROUPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>104</ID>
<NAME>TMSCHEMA_CALCULATION_ITEMS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>105</ID>
<NAME>TMSCHEMA_ALTERNATE_OF_DEFINITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>106</ID>
<NAME>TMSCHEMA_REFRESH_POLICIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>107</ID>
<NAME>DISCOVER_POWERBI_DATASOURCES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>108</ID>
<NAME>TMSCHEMA_FORMAT_STRING_DEFINITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>109</ID>
<NAME>DISCOVER_M_EXPRESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>110</ID>
<NAME>TMSCHEMA_POWERBI_ROLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>111</ID>
<NAME>TMSCHEMA_QUERY_GROUPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>112</ID>
<NAME>DISCOVER_DB_MEM_STATS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>113</ID>
<NAME>DISCOVER_MEM_STATS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>114</ID>
<NAME>TMSCHEMA_ANALYTICS_AIMETADATA</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>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>38</ID>
<NAME>Discover End</NAME>
<DESCRIPTION>End 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>
<ID>71</ID>
<NAME>TMSCHEMA_DICTIONARY_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>72</ID>
<NAME>TMSCHEMA_COLUMN_PARTITION_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>73</ID>
<NAME>TMSCHEMA_RELATIONSHIP_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>74</ID>
<NAME>TMSCHEMA_RELATIONSHIP_INDEX_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>75</ID>
<NAME>TMSCHEMA_ATTRIBUTE_HIERARCHY_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>76</ID>
<NAME>TMSCHEMA_HIERARCHY_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>77</ID>
<NAME>DISCOVER_RING_BUFFERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>78</ID>
<NAME>TMSCHEMA_KPIS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>79</ID>
<NAME>TMSCHEMA_STORAGE_FOLDERS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>80</ID>
<NAME>TMSCHEMA_STORAGE_FILES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>81</ID>
<NAME>TMSCHEMA_SEGMENT_STORAGES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>82</ID>
<NAME>TMSCHEMA_CULTURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>83</ID>
<NAME>TMSCHEMA_OBJECT_TRANSLATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>84</ID>
<NAME>TMSCHEMA_LINGUISTIC_METADATA</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>85</ID>
<NAME>TMSCHEMA_ANNOTATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>86</ID>
<NAME>TMSCHEMA_PERSPECTIVES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>87</ID>
<NAME>TMSCHEMA_PERSPECTIVE_TABLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>88</ID>
<NAME>TMSCHEMA_PERSPECTIVE_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>89</ID>
<NAME>TMSCHEMA_PERSPECTIVE_HIERARCHIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>90</ID>
<NAME>TMSCHEMA_PERSPECTIVE_MEASURES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>91</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_ROLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>92</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_ROLE_MEMBERSHIPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>93</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_TABLE_PERMISSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>94</ID>
<NAME>PF_TRACE_EVENT_SUBCLASS_TMSCHEMA_VARIATIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>95</ID>
<NAME>TMSCHEMA_SETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>96</ID>
<NAME>TMSCHEMA_PERSPECTIVE_SETS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>97</ID>
<NAME>TMSCHEMA_EXTENDED_PROPERTIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>98</ID>
<NAME>TMSCHEMA_EXPRESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>99</ID>
<NAME>TMSCHEMA_COLUMN_PERMISSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>100</ID>
<NAME>TMSCHEMA_DETAIL_ROWS_DEFINITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>101</ID>
<NAME>TMSCHEMA_RELATED_COLUMN_DETAILS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>102</ID>
<NAME>TMSCHEMA_GROUP_BY_COLUMNS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>103</ID>
<NAME>TMSCHEMA_CALCULATION_GROUPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>104</ID>
<NAME>TMSCHEMA_CALCULATION_ITEMS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>105</ID>
<NAME>TMSCHEMA_ALTERNATE_OF_DEFINITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>106</ID>
<NAME>TMSCHEMA_REFRESH_POLICIES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>107</ID>
<NAME>DISCOVER_POWERBI_DATASOURCES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>108</ID>
<NAME>TMSCHEMA_FORMAT_STRING_DEFINITIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>109</ID>
<NAME>DISCOVER_M_EXPRESSIONS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>110</ID>
<NAME>TMSCHEMA_POWERBI_ROLES</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>111</ID>
<NAME>TMSCHEMA_QUERY_GROUPS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>112</ID>
<NAME>DISCOVER_DB_MEM_STATS</NAME>
</EVENTCOLUMNSUBCLASS>
<EVENTCOLUMNSUBCLASS>
<ID>113</ID>
<NAME>DISCOVER_MEM_STATS</NAME>
</EVENTCOLUMNSUBCLASS>
<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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