| ThoughtSpot Ation Thought Spot User Guide 4.4

User Manual: Pdf

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99MSPSQCPNPMSPSQCPNPCDCDCPCPCLACLACQCQ
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5QCQ5QCQRGAIRGAICPQRCPQRMMPMMPE?LGXE?LGXCC  
5QC3C?PAF
77F?F?R?PR?PCQC?PCQC?PAFCQ?LB?LQAFCQ?LB?LQUUCPQCPQ 
3C?PAF@?QGAQ
33R?PR?LCR?PR?LCUQC?PUQC?PAFAF
#FMMQC?B?#FMMQC?B?R?QMSPR?QMSPAACC 
3C?P3C?PAF@?PDAF@?PDC?C?RSPRSPCQCQ 
3C?P3C?PAFQSEECQAFQSEECQRGMLQRGMLQ 
3C?P3C?PAFPAFPCQSJRQ?LBACQSJRQ?LBAMJSKLRWNCQMJSKLRWNCQ 
,?Q,?QRB?RB?R?PR?PCDPCDPCQFRGKCCQFRGKC
77MPIUGRF!LQMPIUGRF!LQUUCPQCPQ 
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5QCICWUMPBQGLQC?PAF
/T/TCPTGCCPTGCUMDIUMDICCWWUUMPMPBQC?PBQC?PAFCQAFCQQQ 
44GKCQCPGCQ?L?JWGKCQCPGCQ?L?JWQGQQGQ 
3C?P3C?PAFSQGLEEPAFSQGLEEPMMURFMURFMTTCPRGKCCPRGKC
0P0PMMVGKGRWQC?PVGKGRWQC?PAFCQLC?P?LBDAFCQLC?P?LBD?PRFCPRF?L?PRFCPRF?L  
7MPIUGRFfJRCPQ
5LBCPQ5LBCPQR?LBfJRR?LBfJRCPQCPQ 
!!BB?fJRBB?fJRCPRCPRM?R?@JCM?R?@JC 
!!BB?fJRBB?fJRCPRCPRM?AF?PRM?AF?PR 
#P#PC?C?RRC?@SJIfJRC?@SJIfJRCPCP  
$CJCR$CJCRC?fJRC?fJRCPCP 
&GJR&GJRCPMLLSJJ@J?LIMPCKNRWTCPMLLSJJ@J?LIMPCKNRWT?JSCQ?JSCQ  
/RFCPQC?PAF?ARGMLQ
/RFCPQC?P/RFCPQC?PAF?ARGMLQAF?ARGMLQ 
#F?LECP#F?LECPCQSJRBGQNJ?CQSJRBGQNJ?WMNRGMLQWMNRGMLQ 
3FM3FMUSLBCPJWGLEB?USLBCPJWGLEB?R?R?
3CCRFCQC?P3CCRFCQC?PAF@CFGLB?PAF@CFGLB?PCQSJRCQSJR
4FMSEFR3NMR5QCP'SGBC
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QSNNMPR RFMSEFRQNMRAMK G
!NNJWA!NNJWAMLBGRGML?JDMLBGRGML?JDMPK?MPK?RRGLERRRGLERM?R?@JCM?R?@JC
$M$MULJM?BWULJM?BWMSPQC?PMSPQC?PAFAF 
22CNJ?CNJ?WQC?PWQC?PAFAF 
7MPIUGRFAF?PRQ
5LBCPQ5LBCPQR?LBAF?PRQR?LBAF?PRQ 
#F?PRRWNCQ
##MJSKLAF?PRQMJSKLAF?PRQ 
"?PAF?PRQ"?PAF?PRQ  
,GLCAF?PRQ,GLCAF?PRQ 
0GCAF?PRQ0GCAF?PRQ 
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00?P?PCRCRMAF?PRQMAF?PRQ 
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3CRRFCW3CRRFCW?VGQP?VGQP?LEC?LEC 
(GBC?LBQFM(GBC?LBQFMUTUT?JSCQ?JSCQ 
#F?LECAF?PRA#F?LECAF?PRAMJMPQMJMPQ  
!!BBGRGML?JAF?PRMNRGMLQBBGRGML?JAF?PRMNRGMLQ
::MMKGLRMMKGLRM?AF?PRM?AF?PR
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4FMSEFR3NMR5QCP'SGBC
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QSNNMPR RFMSEFRQNMRAMK GG
#?JASJ?#?JASJ?RRC?KMC?KMTGLE?TGLE?TTCPCP?EC?EC 
##MLMLTTCPQGMLDCPQGMLDMPKSJ?QMPKSJ?Q
$?$?RRCDCDMPKSJ?QMPKSJ?Q 
00CPCPAACLRCLRQGKNJCLSK@CPA?JASJ?QGKNJCLSK@CPA?JASJ?RGMLQRGMLQ
##MLBGRGML?JDMLBGRGML?JDMPKSJ?QMPKSJ?QMNCPMNCP??RRMPQMPQ
.CQ.CQRRCBDCBDMPKSJ?QMPKSJ?Q  
&&MPKSJ?QDMPKSJ?QDMPAF?QKRPMPAF?QKRP?NQ?NQ
7MPIUGRFUMPIQFCCRQ
5LBCPQ5LBCPQR?LBUR?LBUMPIQFCCRQMPIQFCCRQ 
3?3?TTC?QC?PC?QC?PAF?Q?UAF?Q?UMPIQFCCRMPIQFCCR 
#P#PC?C?RRC?QC?PC?QC?PAFDPAFDPMK?UMK?UMPIQFCCRMPIQFCCR 
77MPIQFCCRCMPIQFCCRCVV?KNJCQA?KNJCQACL?PGMQCL?PGMQ
5QCNGL@M?PBQ
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%%BGRRFCJ?BGRRFCJ?WWMSRMD?NGL@M?PMSRMD?NGL@M?PBB 
0GL@M?P0GL@M?PBfJRBfJRCPQCPQ
3AFCBSJC?NGL@M?P3AFCBSJC?NGL@M?PBHM@BHM@ 
3C?P3C?PAF?ARGMLQUGRFGL?NGL@M?PAF?ARGMLQUGRFGL?NGL@M?PBB 
##MNMNW?NGL@M?PW?NGL@M?PBB
##MNMNW?NGL@M?PW?NGL@M?PBMPTGQS?JGX?BMPTGQS?JGX?RGMLJGLIRGMLJGLI
22CQCR?NGLM@?PCQCR?NGLM@?PBMPTGQS?JGX?BMPTGQS?JGX?RGMLRGML
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7MPIUGRFB?R?
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#P#PC?C?RRC?LBJM?B#3C?LBJM?B#36&GJCQ6&GJCQ 
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$MKMP$MKMPCUGRF3NMR)1CUGRF3NMR)1 
"CQ"CQR3NMR)10PR3NMR)10P?ARGA?ARGACQCQ 
#SQ#SQRRMK3NMR)1?L?JWMK3NMR)1?L?JWQGQQGQ  
!!BTBT?LA?LACB2#SQCB2#SQRRMKGX?MKGX?RGMLQRGMLQ
3F?PCWMSPUMPI
!@MSRQF?PGLE!@MSRQF?PGLE
3F?P3F?PC?NGL@M?PC?NGL@M?PBB
4FMSEFR3NMR5QCP'SGBC
$CACK@CP
QSNNMPR RFMSEFRQNMRAMK GGG
3F?P3F?PC?LQC?LQUUCPQCPQ
3F?P3F?PCSNJM?BCBB?CSNJM?BCBB?R?R?
22CCTTMIMIC?AC?AAACQCQQSLQF?PQSLQF?PCC
'CRFCJN'CRFCJN  
!@MSRRFGQP!@MSRRFGQPCDCDCPCPCLACLACC
++CCWWUUMPMPBPBPCDCDCPCPCLACLACC  
441,P1,PCDCDCPCPCLACLACC
44FMSEFR3NMR,FMSEFR3NMR,M?BCPg?EPM?BCPg?EPCDCDCPCPCLACLACC
RQAJGARQAJGAMKK?LBPMKK?LBPCDCDCPCPCLACLACC
$?$?RRC?LBRGKCDC?LBRGKCDMPK?MPK?RQPRQPCDCDCPCPCLACLACC
22MMUJCUJCTTCJQCASPGRWPSJCQPCJQCASPGRWPSJCQPCDCDCPCPCLACLACC
&&MPKSJ?PMPKSJ?PCDCDCPCPCLACLACC 
%PP%PPMPAMPAMBCPMBCPCDCDCPCPCLACLACC 
4FMSEFR3NMR5QCP'SGBC
$CACK@CP
QSNNMPR RFMSEFRQNMRAMK GT
)LRP)LRPMBSARGMLRMBSARGMLRMRFC5QCP'SGBCMRFC5QCP'SGBC
4FGQ4FMSEFR3NMR5QCP'SGBCAMLR?GLQGLDMPK?RGMLMLL?TGE?RGLE?LBQC?PAFGLEB?R?UGRF4FMSEFR3NMR)R
UGJJ?QQGQRWMSUGRFQR?PRGLELCUQC?PAFCQK?L?EGLEWMSPNGL@M?PBQ?LBRPMS@JCQFMMRGLE
4FMSEFR3NMRCL?@JCQWMSRMTGCU?LB?L?JWXCWMSPB?R?RFPMSEF?QC?PAF@?QCBSQCPGLRCPD?AC9MSA?L
APC?RCWMSPQC?PAFCQMLRFCgW@WRWNGLERFCKGLRM?QC?PAF@?PJGICWMSBMUFCLSQGLE?LGLRCPLCRQC?PAF
CLEGLC4FMSEFR3NMRK?ICQGRC?QWRMQCCWMSPB?R?ECRWMSPOSCQRGMLQ?LQUCPCBAPC?RCGLRCP?ARGTC
EP?NFQ?LBASQRMKGXCNGL@M?PBQ9MSBMLMRLCCBRMSLBCPQR?LBFMURFCB?R?GQQRMPCB?RRCLBB?WQMD
RP?GLGLEMPILMU31,RMBMRFCQCRFGLEQ#MJJ?@MP?RGML?LBQCASPGRWDC?RSPCQK?ICGRC?QWDMPRMNPMRCAR
QCLQGRGTCB?R??LBQF?PCGLDMPK?RGMLQ?DCJWUGRFMRFCPQ
4FMSEFR3NMREGTCQ?BKGLGQRP?RMPQRFC?@GJGRWRMKMBGDWB?R?NPMNCPRGCQRMKCCR@SQGLCQQLCCBQDMP
CV?KNJC@WNPMTGBGLEQC?PAFQWLMLWKQDMPAMKKMLRCPKQ@MMQRGLERFCGKNMPR?LACMD?AMJSKLGLQC?PAF
PCQSJRQMPDMPK?RRGLEFMURFCB?R??NNC?PQ3MGDWMS?PCLMRECRRGLERFC?LQUCPQWMSCVNCARUFCLSQGLE
4FMSEFR3NMRAFCAIUGRFWMSP4FMSEFR3NMR?BKGLGQRP?RMPRMQCCGDQMKCQCRRGLEQK?WLCCBRM@C
AF?LECB
c&GLBGLEW&GLBGLEWMSPUMSPU??W?PW?PMSLBMSLB
4FMSEFR3NMRGQMPE?LGXCBGLRMQCTCP?JQCARGMLQRMK?ICL?TGE?RGMLC?QW9MSA?LPC?AFRFCK@W
SQGLERFCKCLS@?P
c!@MSRRFCSQCPNP!@MSRRFCSQCPNPMfJCMfJC
4FCSQCPGAMLJCRQWMSTGCUWMSPNPMfJCMPQGELMSRMD4FMSEFR3NMR
c5LBCPQ5LBCPQR?LBGLENPGTGJCECQR?LBGLENPGTGJCECQ
4FCRFGLEQWMSA?LBMGL4FMSEFR3NMR?PCBCRCPKGLCB@WRFCNPGTGJCECQWMSF?TC4FCQC?PCQCR
?RRFCEPMSNJCTCJ
c!@MSRQ!@MSRQRGAIRGAICPQCPQ
9MSA?LAPC?RCQRGAICPQRMK?ICGRC?QGCPDMPNCMNJCRMfLBB?R?QMSPACQ?LBNGL@M?PBQ
)LRPMBSARGMLRMRFC5QCP'SGBC
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4FMSEFR3NMR(CPCGQUFCPCWMSA?L?JQMfLB?JGQRMDICWUMPBQ9MSA?LCVN?LBC?AFQCARGMLRMQCC
UFGAFICWUMPBQ?PC?T?GJ?@JC?LBCV?KNJCQMLFMURMSQCRFCK
%V%V?KNJC3GKNJGDWQC?P?KNJC3GKNJGDWQC?PAFUGRFRFCRAFUGRFRFCRMNIMNICCWWUUMPMPBB
4FC top ICWUMPBA?L@C?NMUCPDSJ?BBGRGMLRMWMSPQC?PAFUFCLWMSPCKCK@CPRMSQCGR"WSQGLEMLC
ICWUMPBWMSA?LEPC?RJWQGKNJGDWWMSPQC?PAFCQ4FCRMNICWUMPBGQMLCQSAFICWUMPB)RQQWLR?VJMMIQ
JGICRMNLDMPC?AFV
/TCPTGCUMDICWUMPBQC?PAFCQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
3MKCAMKKMLQC?PAFCV?KNJCQGRA?LQGKNJGDW?PCfLBGLERFC
c RMNRUMNCPDMPKGLEQ?JCQPCN
c RMNPCTCLSC?TCP?ECPCTCLSC@WQR?RC
c RMNRUMQRSBCLRQP?LICB@WQMSPACDMPC?AFAJ?QQ
44WNCQMDIWNCQMDICCWWUUMPMPBQBQ
+CWUMPBQQCPTC?T?PGCRWMDNPCBCfLCBNSPNMQCQ?LB?PCBGTGBCBGLRMBGeCPCLREPMSNQ4FCEPMSNQ?PC?Q
DMJJMUQ
c "?QGAI"?QGAICCWWUUMPMPBQBQ
9MSA?LSQCICWUMPBQQSAF?Q top ?LBabottom RMDMPCV?KNJCMLJWQCCPCQSJRQDMPRFC@CQRMP
UMPQRNCPDMPKGLEQ?JCQPCN
c $?$?RRCICICCWWUUMPMPBQBQ
$?RCICWUMPBQEGTCWMSRFCDPCCBMKRML?PPMUWMSPQC?PAF@WB?WQUCCIQKMLRFQOS?PRCPQMP
WC?PQ4FCPC?PC?JQM?LSK@CPMDB?RCPCJ?RCBICWUMPBQQSAF?Q afterbefore?LB year-
over-year5QCRFCLCUB?RCICWUMPBQRMBCQAPG@CB?RCQGLRFCDSRSPC4FGQGQSQCDSJDMP
CVNJMPGLERFGLEQRF?R?PCQAFCBSJCBDMP?DSRSPCB?RCQSAF?QQFGNKCLRQBSCRMEMMSRGLRFC
LCVRUCCI
c 44GKCIGKCICCWWUUMPMPBQBQ
4GKCICWUMPBQ?PCRFCKMQRSQCDSJUFCLRPWGLERMfESPCMSRFMUK?LWTGQGRMPQWMS`TCPCACGTCB
UGRFGLRFCJ?QR n minutes or hours
c 44CCVRIVRICCWWUUMPMPBQBQ
9MSA?LSQCRCVRICWUMPBQRMfLBQGKGJ?PUMPBQMPNFP?QCQRF?RAMLR?GLQ?ACPR?GLUMPB&MP
CV?KNJC product name contains green
c .SK@CPI.SK@CPICCWWUUMPMPBQBQ
4FCQCICWUMPBQ?JJMUQWMSRMBCfLCWMSPQC?PAF@WQSK?TCP?ECAMSLRK?VKGL?LBMRFCP
?AASKSJ?RGMLQ
c &GJR&GJRCPICPICCWWUUMPMPBQBQ
&GJRCPICWUMPBQUMPIGLRFCQ?KCU?W?QfJRCPQMLR?@JCAMJSKLQMPAF?PR?VCQ
c ,,MA?MA?RGMLIRGMLICCWWUUMPMPBQBQ
4FCICWUMPBQ near ?LB farther than ?JJMUWMSRMQC?PAFUGRFQN?RG?JfJRCPQMLWMSPECMRWNC
/TCPTGCUMDICWUMPBQC?PAFCQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
AMJSKLQUGRFJ?RGRSBCJMLEGRSBCB?R?4FGQJCRQWMSDMASQWMSPQC?PAF@?QCBMLBGQR?LAC?LB
JMA?RGMLQ9MSA?LQNCAGDW?QNCAGfAP?BGSQSQGLEKGJCQIGJMKCRCPQMPKCRCPQ
22CJ?CJ?RRCBGLDCBGLDMPK?MPK?RGMLRGML
c+CWUMPBPCDCPCLAC
c3C?PAFSQGLEEPMURFMTCPRGKC
c'CMEP?NFGA?JNPMVGKGRWICWUMPBQaLC?Pb?LBaD?PRFCPRF?Lb
/TCPTGCUMDICWUMPBQC?PAFCQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
44GKCQCPGCQ?L?JWGKCQCPGCQ?L?JWQGQQGQ
3SKK?PW3SKK?PW 9MSA?LAMKN?PC?APMQQRGKCNCPGMBQUGRFMSRSQGLE?
DMPKSJ?
!
RGKCQCPGCQ
GQ?QCRMDB?R?NMGLRQMPBCPCB@WRGKC&MPCV?KNJCUGRFGLRFCQ?KCUCCI?Q?JCML4SCQB?W
AMKCQ@CDMPC?Q?JCML7CBLCQB?WGLQSAF?B?R?QCR9MSA?LSQC4FMSEFR3NMR`Q
RGKCQCPGCQ?L?JWQGQ
DC?RSPCRMQC?PAFDMP?LQUCPQ?@MSRQCPGCQB?R?
9MSKGEFRSQCRFGQDC?RSPCRMAMKN?PC?RGKCNCPGMB?APMQQMRFCPRGKCNCPGMBQ&MPCV?KNJCQQ?JCQDMP
C?AFKMLRF?APMQQQCTCP?JWC?PQ9MSK?W?JQMU?LRRMA?JASJ?RC?L?QNCARQSAF?QEPMURFMTCPRFCQ?KC
RGKCNCPGMB?APMQQMRFCPNCPGMBQ9MSA?L?JQMBMPCJ?RGTC?L?JWQGQQSAF?QQ?JCQDMPRFCJ?QRKMLRFQMD
C?AFWC?P?APMQQWC?PQ
9MSA?LSQCMLCMPKMPCMDRFCDMJJMUGLENCPGMBICWUMPBQRMAPC?RCRFGQRWNCMD?L?JWQGQ
00CPGMBICPGMBICCWWUUMPMPBQBQ
++CCWWUUMPMPBB %V%V?KNJC?KNJC
OS?PRCP
B?RC
quarter (commit date)
KMLRFMDOS?PRCP
B?RC
month of quarter (commit date)
UCCIMDWC?P
B?RC
week of year (commit date)
UCCIMDOS?PRCP
B?RC
week of quarter (commit date)
UCCIMDKMLRF
B?RC
week of month (commit date)
4GKCQCPGCQ?L?JWQGQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
B?WMDWC?P
B?RC
day of year (commit date)
B?WMDOS?PRCP
B?RC
day of quarter (commit date)
B?W
B?RC
day (order date)
B?WMDUCCI
B?RC
day of week (order date)
FMSP
B?RCRGKC
hour (timestamp)
!JJMDRFCQCICWUMPBQQMPRRFCB?R?SQGLEB?RCRGKCQCK?LRGAQRF?RGQAFPMLMJMEGA?JJWGL?RGKCQCOSCLAC
"WBCD?SJRRFC 3C?P3C?PAFAF @?PQSEECQRQRFCQCICWUMPBQJCQQDPCOSCLRJWRF?LMRFCPQ
9MSA?LSQCRFCQCLCUICWUMPBQGLAMK@GL?RGMLUGRFRFCCVGQRGLEB?R?ICWUMPBQUFGAF?PC
cDetailed
cHourly
cDaily
cWeekly
cMonthly
cQuarterly
cYearly
%V%V?KNJCQMDRGKCQCPGCQ?L?JW?KNJCQMDRGKCQCPGCQ?L?JWQGQQGQ
4WNGA?JJWUFCLWMSQC?PAFDMP?LQUCPQ?@MSRQCPGCQB?R?RFCTGQS?JGX?RGMLQRF?R?LQUCPWMSPOSCQRGMLQ?PC
JGLCAF?PRQ4FCQCAF?PRQDPCOSCLRJW@SRLMR?JU?WQGLAJSBC?QR?AIRMGLBGA?RC?NCPGMB
7FCLWMSQC?PAFDMP?L?QNCARMDB?R?MDRGKCQCPGCQ?RWNGA?JPCQNMLQCGQ?JGLCAF?PRQFMUGLERFC?QNCAR
?QGRPGQCQ?LBD?JJQMTCPRGKC
4GKCQCPGCQ?L?JWQGQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
9MSA?L?JQM?BB?PCJ?RGTCB?RCfJRCPDMPCV?KNJC
total revenue quarterly yearly by year month(commit date) >= 01/01/1995
month(commit date) before 01/01/1998
4FGQRWNCMDOSCPW?JQMWGCJBQ?QR?AICBJGLCAF?PR
4GKCQCPGCQ?L?JWQGQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
3C?P3C?PAFSQGLEEPAFSQGLEEPMMURFMURFMTTCPRGKCCPRGKC
3SKK?PW3SKK?PW 9MSA?LQFMUEPMURFMTCPRGKC@WSQGLERFCEPMURFMD
ICWUMPBGLWMSPQC?PAF
4FC growth of ICWUMPBAMKN?PCQRFCB?R?DPMKBGeCPCLRB?RCNCPGMBQ?LBPCRSPLQ?NCPACLR?ECMD
EPMURF4MQC?PAFSQGLEEPMURFMTCPRGKC
 4WNCEPMURFMDGLRMRFCQC?PAF@?P?LBAFMMQC?KC?QSPCWMS`PCGLRCPCQRCBGLQCCGLERFCEPMURF
MD
9MSUGJJQCC?JGQRMDQSEECQRGMLQRMAFMMQCDPMK@?QCBMLWMSPQMSPACQ9MSA?L?JQMRWNC?
BGeCPCLRAMJSKLL?KCAMLR?GLGLELSKCPGAB?R?RMAMKN?PC
 4WNC byDMJJMUCB@W?B?RCAMJSKLL?KC
4FCEPMURFGQA?JASJ?RCB?Q?NMQGRGTCMPLCE?RGTCNCPACLR?ECDMPC?AFNCPGMBPCJ?RGTCRMRFCJ?QR
NCPGMBGLRFCQCPGCQ!JGLCAF?PRGQ?EMMBU?WRMBGQNJ?WWMSPB?R?@SRRFCU?RCPD?JJAF?PRGQ
CQNCAG?JJWCeCARGTCRMQFMUEPMURF
3C?PAFSQGLEEPMURFMTCPRGKC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 9MSA?L?JQMBMWC?PMTCPWC?P?L?JWQGQUFGAFAMKN?PCQC?AFRGKCNCPGMBRMRFCAMPPCQNMLBGLE
RGKCNCPGMBGLRFCNPGMPWC?P
4FGQRWNCMDEPMURF?L?JWQGQGQKMPCAMKKMLGLPCR?GJ?LBMRFCPQC?QML?J@SQGLCQQCQ4MBMRFGQ
RWNCKMLRFJWWC?PMTCPWC?P?DRCPWMSPEPMURFMDNFP?QCGLRFCQC?PAF@?P
4FGQAMKN?PCQB?R?@CRUCCLRFCQ?KCKMLRFDPMKBGeCPCLRWC?PQ&MPCV?KNJCGRUGJJ?JJMUWMS
RMAMKN?PCQ?JCQDPMK*SLCMDRFGQWC?PRMRFCQ?JCQDPMK*SLCMDJ?QRWC?P.MRCRF?RDMPRFCfPQR
WC?PT?JSCQ?PCJ?@CJCB?QaY"J?LI[bGLRFC$?R?6GCUQGLACRFCPC?PCLMNPCTGMSQB?R?RM
AMKN?PCRFCKRM
!BB?L?RRPG@SRCRMWMSPQC?PAFQCCRFC@PC?IBMULMDFMUC?AFEPMSNGLEMDRFC?RRPG@SRC
AMLRPG@SRCBRMRFCMTCP?JJEPMURFMDWMSPKC?QSPC
 #JGAI ##MLfESPMLfESPC#F?PRC#F?PR ?LB?BBWMSP?RRPG@SRCRMRFC,CECLBfCJB
3C?PAFSQGLEEPMURFMTCPRGKC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
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RM?WC?P?EM
3C?PAFSQGLEEPMURFMTCPRGKC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
0P0PMMVGKGRWQC?PVGKGRWQC?PAFCQLC?P?LBDAFCQLC?P?LBD?PRFCP?PRFCP
RF?LRF?L
3SKK?PW3SKK?PW )DWMSPR?@JCAMLR?GLQ,?RGRSBC?LB,MLEGRSBCB?R?WMSA?L
SQCNPMVGKGRWQC?PAFCQRF?RfLBCLRGRGCQPCJ?RCBRMC?AFMRFCP@W
JMA?RGML
0PMVGKGRWICWUMPBQ?JJMUWMSRMQC?PAFQC?PAF?LBRFCLQFMUMLK?NTG?QC?PAF?JJGLQR?LACQMD?
KC?QSPCLC?P?L?RRPG@SRC`Q?QQMAG?RCBJ?RJMLEAMMPBGL?RCQUGRFGL
V
KGJCQIKKCRCPQ5QGLENPMVGKGRW
ICWUMPBQA?SQCQ4FMSEFR3NMRRMBGQNJ?W?AGPAJCRF?RPCNPCQCLRQWMSPQCRBGQR?LACMLRFCECMAF?PRQ
UFCLWMSfJRCPML?'CM4WNCAMJSKL
4FCNPMVGKGRWICWUMPBQ?PC
cnear
cnear…within n miles|km|meters
cfarther than n miles|km|meters from
4FCBGQR?LACGQA?JASJ?RCB?Q?QRP?GEFRJGLCBGQR?LACLMRPM?BBGQR?LACP?BGSQSQGLEKGJCQIGJMKCRCPQMP
KCRCPQDPMKRFCACLRP?JNMGLR)DLMRQNCAGfCBRFCBCD?SJRGQIK
4FCQCICWUMPBQ?PCJGKGRCBRMJ?RGRSBCJMLEGRSBCN?GPQ4FCWUMPIMLBSNJGA?RCAMSLRGCQ&GL?JJWWMS
A?LfJRCPMLRFCK3MKCCV?KNJCQMDT?JGBQC?PAFCQ?PC
landings latitude longitude city near tokyo
0PMVGKGRWQC?PAFCQLC?P?LBD?PRFCPRF?L
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
landings latitude longitude city near tokyo within 50 miles
9MSA?L@P?AICRWMSPQC?PAFMLJWUGRF?ARS?JT?JSCQDMSLBGLRFCB?R?3MaJMLEGRSBC@CRUCCL
-125.000000 ?LB -115.316670 UMPICBDMPKC@SRLMR longitude between -125 and -115
0PMVGKGRWQC?PAFAMLfESP?RGMLPCOSGPCKCLRQ
!JJWMSPB?R?KSQR@CGLRFCQ?KCQCR4FCUMPIQFCCRMPMLCMDRFCR?@JCQKSQRAMLR?GL?AMJSKLMDRWNC
longitude ?LB?AMJSKLMDRWNC latitude4FCJ?RGRSBC?LBJMLEGRSBCB?R?F?TCRM@CMLRFCQ?KC@?QC
R?@JCQDMPRFCDC?RSPCRMUMPI9MSA?L`RDMPGLQR?LACF?TC?BGKCLQGMLR?@JCUGRF?JJWMSPAGRGCQ?LBRFCGP
?QQMAG?RCBECMAMMPBGL?RCQ?LBHMGLRMGRDPMKWMSPD?ARR?@JC?LBCVNCARNPMVGKGRWQC?PAFRMUMPI
!JQMWMSP?BKGLGQRP?RMPQKSQRF?TCAMLfESPCBRFCQCAMJSKLQSQGLERFC?NNPMNPG?RC'CM4WNC
0PMVGKGRWQC?PAFCQLC?P?LBD?PRFCPRF?L
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
5LBCPQ5LBCPQR?LBfJRR?LBfJRCPQCPQ
3SKK?PW3SKK?PW &GJRCPQL?PPMUBMULRFCQC?PAFPCQSJRRMMLJWGLAJSBCRFC
B?R?WMSU?LRRMQCC
7FCLWMS?BB?T?JSCRMWMSPQC?PAFGR@CAMKCQ?fJRCP4M?BB?fJRCPDPMKRFCQC?PAF@?P
 #JGAIGLRFCQC?PAF@?P?LBRWNCRFCT?JSCQWMSU?LRRMGLAJSBCGLRFCQC?PAF
4WNGLE?T?JSCGLRFCQC?PAF@?P?ARQ?Q?fJRCP
9MSA?L?JQMSQCfJRCPICWUMPBQJGICWCQRCPB?W?DRCPLCVRKMLRFRMfJRCPWMSPQC?PAF4M
QCCKMPCfJRCPICWUMPBQPCDCPRMRFC ICWUMPBPCDCPCLAC
 #JGAIMSRQGBCMDRFCQC?PAF@?PMPNSQFCLRCPRM?NNJWWMSPfJRCP
3GKNJCfJRCPQA?L@C?NNJGCBRM?L?LQUCPUFGJCNGL@M?PBfJRCPQA?L@C?NNJGCBRM?JJTGQS?JGX?RGMLQMD?
NGL@M?PB9MSA?LfLBMSRKMPC?@MSR NGL@M?PBfJRCPQGLRFCNGL@M?PBQQCARGML
77FCPFCPCfJRCfJRCPQ?NNC?PGL4CPQ?NNC?PGL4FMSEFR3NMRFMSEFR3NMR
!QWMSF?TCQCCLUGRFQC?PAFfJRCPQ?NNC?PGLUFGRC@MVCQGLRFCQC?PAF@?P
)L?L?LQUCPMP?NGL@M?PBfJRCPQ?NNC?PHSQR@CJMURFCRGRJC&MPNGL@M?PBQWMSPfJRCPQ?NNJWRM?JJ
UMPIQFCCR@?QCBTGQS?JGX?RGMLQGLRFCNGL@M?PB
5LBCPQR?LBfJRCPQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
)DWMSCTCPfLBRF?RWMSPQC?PAFMPNGL@M?PBBMCQLMR?NNC?PRMAMLR?GL?JJRFCB?R?WMSU?LRRMQCC
AFCAIDMP?LWCVGQRGLEfJRCPQ?LBPCKMTCRFCK@WAJGAIGLERFC 88 RMQCC?JJRFCB?R?
.MR.MRCC &GJRCPGLEML.5,,?LBCKNRWT?JSCQGQ?QNCAG?JA?QC9MSA?LfLBMSRKMPC?@MSRFMURFCQC
T?JSCQ?PCPCNPCQCLRCB?LBFMURMfJRCPDMPRFCKGL !@MSRfJRCPGLEMLLSJJ@J?LIMPCKNRWT?JSCQ
3GKNJCfJR3GKNJCfJRCPQCPQ
3GKNJCfJRCPQA?L@C?NNJGCBRMQC?PAFCQGL?DCUBGeCPCLRU?WQ9MSA?LSQCRFCQC?PAF@?PMPRFC #F?LEC#F?LEC
##MLfESPMLfESP??RGMLRGML KCLSRM?BB?fJRCPRM?QC?PAF9MSA?L?NNJWQGKNJCfJRCPQRMWMSPQC?PAFUFCRFCPGR
QFMUQ?R?@JCMP?AF?PR9MSPfJRCPQPCK?GLN?PRMDRFCQC?PAFCTCLUFCLWMSAF?LECRFCTGQS?JGX?RGML
RWNC
7FCL?BBGLE?fJRCPDPMKRFC #F?LEC##F?LEC#MLfESPMLfESP??RGMLRGML KCLSLSKCPGAAMJSKLQ?LBRCVRAMJSKLQNPMTGBC
WMSUGRF?AFCAI@MVQCJCARMPDMPT?JSCQ)DRFCAMJSKLAMLR?GLQ?B?RCWMS`JJQCC?A?JCLB?PQCJCARMPUFCL
?NNJWGLE?fJRCP4FGQGQ?JQMUFCPCWMS`JJEMRM?NNJW@SJIfJRCPQ
"SJIfJR"SJIfJRCPQCPQ
)DWMSF?TC?J?PECUMPIQFCCRMPR?@JCUGRFRFMSQ?LBQMPKGJJGMLQMDPMUQWMSK?WU?LRRMAPC?RC@SJI
fJRCPQ9MSA?LN?QRCGL?JGQRMDfJRCPT?JSCQUGRFMSRF?TGLERMAJGAIRFC@MVLCVRRMC?AFT?JSCGLRFCfJRCP
QCJCARMP
"SJIfJRCPQA?L@CTCPWSQCDSJUFCLWMSF?TC?TCPWJ?PECUMPIQFCCRMPR?@JC9MSA?LSQCRFCKRMfJRCP?
J?PECJGQRMDT?JSCQC?QGJW&MPCV?KNJCRFGQGQSQCDSJGDWMSU?LRRMMLJWQC?PAFML?JGQRMDNPMBSARQRF?R
WMSPK?L?ECPQCLRRMWMSGL?LCK?GJ9MSA?LASR?LBN?QRCRFMQCT?JSCQGLRMRFC@SJIfJRCP@MVRM
OSGAIJWECLCP?RC?PCNMPRMPAF?PRRF?RGLAJSBCQMLJWRFMQCGRCKQMDGLRCPCQR
9MSA?L APC?RC?@SJIfJRCP @WN?QRGLE?JGQRMDT?JSCQQCN?P?RCB@WAMKK?QQCKGAMJMLQLCUJGLCQMP
R?@QGLRMRFC@SJIfJRCP@MV4FGQ?JJMUQWMSRMC?QGJWQC?PAF?J?PECJGQRMDfJRCPQPCNC?RCBJW
5LBCPQR?LBfJRCPQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!!BB?fJRBB?fJRCPRCPRM?R?@JCM?R?@JC
3SKK?PW3SKK?PW 9MSA?L?BB?QGKNJCfJRCPDPMK?AMJSKLFC?BCPUFGJC
TGCUGLEWMSP?LQUCP?Q?R?@JC
4M?BB?fJRCPDPMKAMJSKLFC?BCPQ
 7FGJCTGCUGLEWMSP?LQUCP?Q?R?@JCAJGAI #F?LECA#F?LECAMLfESPMLfESP??RGMLRGML MLRFCAMJSKLFC?BCPWMS
U?LRRMfJRCP
 3CJCAR &GJR&GJRCPQCPQ
 3CJCARRFCT?JSCQRMGLAJSBCGLWMSP?LQUCP
 #JGAI $MLC$MLC
)DRFCPC?PCRMMK?LWT?JSCQWMSA?LSQCRFCfJRCPQC?PAF@?PRMfLBRFCMLCQWMSU?LR
!BB?fJRCPRM?R?@JC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!BB?fJRCPRM?R?@JC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!!BB?fJRBB?fJRCPRCPRM?AF?PRM?AF?PR
3SKK?PW3SKK?PW 9MSA?L?BB?QGKNJCfJRCPDPMK?AF?PR?VGQUFGJCTGCUGLE
WMSP?LQUCP?Q?AF?PR
9MSA?LfJRCP?AF?PRGLRUMU?WQ
 #JGAIMLRFCJCECLBJ?@CJQRMRMEEJCRFCT?JSCQMLMPMe
 &MJJMURFCQRCNQQFMULFCPCRMfJRCPMLRFC?VGQT?JSCQ
4M?BB?fJRCPDPMKRFCAF?PR?VCQ
 7FGJCTGCUGLEWMSP?LQUCP?Q?AF?PRAJGAIRFCAF?PR?VGQWMSU?LRRMfJRCPML?LBQCJCAR &GJR&GJRCPCP
 3CJCARRFCT?JSCQWMSUMSJBJGICRMGLAJSBCGLWMSP?LQUCP4FCLAJGAI $MLC$MLC
!BB?fJRCPRM?AF?PR
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!BB?fJRCPRM?AF?PR
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
#P#PC?C?RRC?@SJIfJRC?@SJIfJRCPCP
9MSA?LAPC?RC?@SJIfJRCP@WN?QRGLE?JGQRMDT?JSCQQCN?P?RCB@WAMKK?QQCKGAMJMLQLCUJGLCQMP
R?@QGLRMRFC@SJIfJRCP@MV4FGQ?JJMUQWMSRMC?QGJWQC?PAF?J?PECJGQRMDfJRCPQPCNC?RCBJW
)LRFGQCV?KNJCUCUGJJASR?LBN?QRCT?JSCQRMAPC?RC?@SJIfJRCP9MSAMSJB?JQMBMRFGQ@WN?QRGLEGL?
JGQRMDRCVRT?JSCQDPMK?LCK?GJMPACJJQDPMK?L%VACJMP'MMEJC3FCCRQQNPC?BQFCCR
 7FCLTGCUGLE?R?@JCQCJCARKSJRGNJCACJJQ@WAJGAIGLE?LBBP?EEGLE
 2GEFRAJGAI?LBAFMMQC ##MNMNWRWRM#JGN@M?PM#JGN@M?PBB
 #JGAIRFC &GJR&GJRCPQCPQ GAMLGLRFCAMJSKLFC?BCP
 #JGAI !!BBTBBT?JSCQGL@SJI?JSCQGL@SJI
#PC?RC?@SJIfJRCP
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 0?QRCRFCT?JSCQGLRMRFC@SJIfJRCP@MV
#PC?RC?@SJIfJRCP
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 #JGAI $MLC$MLC
#PC?RC?@SJIfJRCP
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
$CJCR$CJCRC?fJRC?fJRCPCP
3SKK?PW3SKK?PW 9MSA?LBCJCRC?fJRCPDPMK?L?LQUCPRMPCRSPLRMRFC
MPGEGL?JSLfJRCPCBQC?PAFPCQSJR
4FCPC?PCKSJRGNJCU?WQRMBCJCRC?fJRCP4MBCJCRC?fJRCPWMSA?LAJGAIRFC VV MLRFCfJRCPRCPKGLRFC
QC?PAF@?P
9MSA?L?JQMAJGAIRFC VV MLRFCfJRCP@?P?@MTCRFC?LQUCP
$CJCRC?fJRCP
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
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3MKCKMPC?BT?LACB?EEPCE?RGMLDMPKSJ?Q?PCUGBCJWSQCBGL@SQGLCQQGLRCJJGECLACQGLACRFCWNPMTGBC
@CRRCPGLQGEFRGLRMB?R?3MKCMDRFCKMPC?BT?LACB?EEPCE?RGMLDMPKSJ?Q?PC
c'PMSNGLEDMPKSJ?Q ?NNJW?QNCAGfA?EEPCE?RCRM?T?JSC?LBEPMSNRFCPCQSJRQ@W?L?RRPG@SRCGL
RFCB?R?
c#SKSJ?RGTCDMPKSJ?Q KC?QSPCDPMKRFCQR?PRMDWMSPB?R?RMRFCASPPCLRNMGLR4FCW`PCMDRCL
?NNJGCBMLRGKC@?QCBB?R?
c-MTGLEDMPKSJ?Q KC?QSPCUGRFGL?UGLBMUSQS?JJWRGKC@?QCBRF?RWMSBCfLC
$?R?DPMK?LWPMUQRF?R?PCLMRGLAJSBCBGLRFCQC?PAFPCQSJRUGJJLMR@CGLAMPNMP?RCB?LBWMSA?LLMR
/TCPTGCUMD?EEPCE?RCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
APC?RC?fJRCPML?EEPCE?RCBB?R?
5QGLEBGTGQGMLUGRF?EEP5QGLEBGTGQGMLUGRF?EEPCE?CE?RGMLGL?QC?PRGMLGL?QC?PAFAF
7FCLCTCPWMSPQC?PAFPCQSJRAMK@GLCQPMUQWMSPDMPKSJ?UGJJECR?EEPCE?RCB?SRMK?RGA?JJW&MPCV?KNJC
GDWMSPQC?PAFAMLR?GLQUMPBQJGICaPCEGMLbaKMLRFJWbMPaBCN?PRKCLRbRFCPCQSJRQUGJJ@CEPMSNCB
?EEPCE?RCB@WRF?RA?RCEMPW4FC?BKGLGQRP?RMPA?LAF?LECRFCBCD?SJR?EEPCE?RGMLRF?RECRQ?NNJGCB
RFPMSEF?AMLfESP?RGML?LBWMSA?L?JQMAF?LECGRSQGLERFCBPMNBMULJGQRGLRFCAMJSKLFC?BCPMDRFC
QC?PAFPCQSJR
&MPCV?KNJCRFGQQC?PAFUMSJBRWNGA?JJWPCRSPL?QSKMDRMR?JQ?JCQ@WBCN?PRKCLR
sum sales department
4FGQQC?PAFUMSJBPCRSPL?L?TCP?ECMDQ?JCQ@WKMLRF
average sales monthly
7FCLWMS`PCSQGLEBGTGQGMLGLWMSPDMPKSJ??LBRFCQC?PAFGQ?EEPCE?RCBJGICRFGQWMSK?WF?TCRMAF?LEC
RFCMPBCPMDMNCP?RGMLQRMECRRFCPCQSJRWMSCVNCAR4FGQGQ@CQRSLBCPQRMMB@WSQGLE?PC?JUMPJB
CV?KNJC
3SNNMQCWMSU?LRRMA?JASJ?RCRFCEPMQQK?PEGL@WBCN?PRKCLRDMP?EPMACPWQRMPC4FCDMPKSJ?DMPEPMQQ
K?PEGLGQ
profit / sales
"SRGDWMSSQCRF?R?QWMSPDMPKSJ?WMSUML`RECRRFCCVNCARCBA?JASJ?RGML7FW)R`Q@CA?SQCRFCDMPKSJ?
UGJJ@CCT?JS?RCBGLRFGQMPBCP&MPC?AFPMUBGTGBCNPMfR@WQ?JCQ?LBRFCLRMR?JSN?JJRFCPCQSJRQ!QWMS
A?LQCCRFCPCQSJRQBMLMRJMMIJGICEPMQQK?PEGLT?JSCQUFGAFQFMSJB@C@CRUCCL?LB
)LQRC?BWMS`BLCCBRMSQC?DMPKSJ?RF?RSQCQRFCMPBCPMDMNCP?RGMLQWMSU?LR
sum (profit) / sum (sales)
.MURFCPCQSJRGQ?QCVNCARCB@CA?SQCRFCDMPKSJ?RMR?JQRFCNPMfRQDMP?JJPMUQ?LBRFCLBGTGBCQRF?R@W
RFCRMR?JMDQ?JCQDMP?JJPMUQPCRSPLGLE?L?TCP?ECEPMQQK?PEGL
/TCPTGCUMD?EEPCE?RCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
/TCPTGCUMD?EEPCE?RCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&GJR&GJRCPCPCB?EEPCB?EEPCE?CE?RGMLRGML
3SKK?PW3SKK?PW 9MSA?LAPC?RC?fJRCPCB?EEPCE?RGMLGLRFCQC?PAF@?P
)LAMKN?P?RGTC?L?JWQGQWMSAMKN?PCRUMT?JSCQ?E?GLQRC?AFGLRFC 3C?P3C?PAFAF @?P4WNGA?JJWGLRFCQCA?QCQ
MLCKC?QSPCGQ?
fJRCPCBKC?QSPC
DMPCV?KNJCrevenue region = west GQ?fJRCPCBKC?QSPC&GJRCPCB
KC?QSPCQ?JJMUWMSRMfJRCP?QN?PRMDWMSPOSCPW
&GJRCPQ?PCSQCDSJDMPOSCPGCQUFCPCRFCPCQSJRQQFMSJBPCgCAR?LCUfJRCPCBT?JCPCEGML)LRFC revenue
region = west CV?KNJCWMSfJRCPRFCPCEGMLAMJSKLRMT?JSCQGLRFC west MLJW?LBAMKN?PCGRRMRMR?J
PCTCLSC
!@MSRfJR!@MSRfJRCPDSLARGMLQCPDSLARGMLQ
&GJRCPDSLARGMLQR?ICRUM?PESKCLRQRFCAMJSKLKC?QSPCMP?RRPG@SRCRM?EEPCE?RC?LBRFCfJRCP
AMLBGRGML
FUNCTION_NAME(condition, <column name>)
4FMSEFR3NMRDSLARGML?JJG@P?PWUGJJGLAJSBCRFCDMJJMUGLEDSLARGMLQ
csum_if
caverage_if
ccount_if
cunique_count_if
cmax_if
cmin_if
cstddev_if
cvariance_if
4FCR?@JC@CJMUGJJSQRP?RCQQMKCCV?KNJCQMDRFCQCDSLARGMLQGLSQC
%V%V?KNJC?KNJC $CQAPGNRGML$CQAPGNRGML
sum_if(region=’west’,
revenue)
/LJW?EEPCE?RCRFCPCTCLSCDMPRFCT?JSCQAMPPCQNMLBGLERMUCQRPC
EGML
count_if(region
=’west’, region)
/LJW?EEPCE?RCRFCPCEGMLDMPRFCT?JSCQAMPPCQNMLBGLERMUCQRPCEGML
count_if(revenue >
100, red)
#MSLRRFCLSK@CPMDRGKCQPCB?NNC?PQUFCLPCTCLSCU?QEPC?RCPRF?L
PMUJCTCJPCTCLSCB?R?LMR?EEPCE?RCB
!AMLBGRGMLA?LF?TCKSJRGNJCfJRCPQJGIC region = west OR region = east)DRFCPC?PCLMPMUQ
K?RAFGLERFCAPGRCPG?RFCAMLBGRGMLPCRSPLQ?XCPM!A?LPCQSJRGLQGRS?RGMLQUFCPCRFCPC?PCJMEGA
CPPMPQGLRFCDMPKSJ?QM@CQSPCRMBMS@JCAFCAIWMSPUMPI
&GJRCPCB?EEPCE?RGML
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&GJRCPCB?EEPCE?RGML
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!@MSRASKSJ?!@MSRASKSJ?RGTRGTCDCDMPKSJ?QMPKSJ?Q
3SKK?PW3SKK?PW #SKSJ?RGTCDMPKSJ?Q?PC?EEPCE?RCDMPKSJ?Q
#SKSJ?RGTCDMPKSJ?QRF?R?JJMUWMSRMA?JASJ?RCRFC?TCP?ECK?VKGLMPQSKMPWMSPB?R?MTCPRGKC
!JRFMSEFUCSQS?JJWR?JI?@MSRASKSJ?RGTCDMPKSJ?QMTCPRGKCWMSA?LSQCRFCKMTCP?LWMRFCP
QCOSCLRG?JB?R?%?AFMDRFCASKSJ?RGTCDMPKSJ?Q?AACNRQ?KC?QSPC?LBMLCMPKMPCMNRGML?JEPMSNGLE
@W?L?RRPG@SRCJGICPCEGMLMPBCN?PRKCLR
formula (measure, [attribute, attribute, ...])
/LJWRFCKC?QSPCT?JSCGQPCOSGPCB)DWMSQSNNJW@MRF?KC?QSPC?LB?RRPG@SRCQRFCDMPKSJ?PCRSPLQRFC
?EEPCE?RCMDRFCKC?QSPC?AASKSJ?RCB@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB9MSQFMSJBCVNCPGKCLR
UGRFMLJW?KC?QSPC?LBRFCLUGRF?L?RRPG@SRCRMQCCUFGAFMSRNSR@CQRKCCRQWMSPSQCA?QC
4FCASKSJ?RGTCDMPKSJ?Q?PC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML
ASKSJ?RGTC=?TCP?EC 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2CRSPLQRFC?TCP?ECMDRFCKC?
QSPC?AASKSJ?RCB@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB&MPCV?KNJC
cumulative_average (revenue, order date, state)
ASKSJ?RGTC=K?V 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2CRSPLQRFCK?VGKSKMDRFCKC?
QSPC?AASKSJ?RCB@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB&MPCV?KNJC
cumulative_max (revenue, state)
ASKSJ?RGTC=KGL 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2CRSPLQRFCKGLGKSKMDRFCKC?
QSPC?AASKSJ?RCB@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCBMPCV?KNJC
cumulative_min (revenue, campaign)
ASKSJ?RGTC=QSK 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2CRSPLQRFCQSKMDRFCKC?QSPC
?AASKSJ?RCB@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB&MPCV?KNJC
cumulative_sum (revenue, order date)
!@MSRASKSJ?RGTCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
#?JASJ?#?JASJ?RRCRFCASKSJ?CRFCASKSJ?RGTRGTCQSKCQSK
3SKK?PW3SKK?PW 5QCRFCASKSJ?RGTCDSLARGMLGL?QC?PAFRMKC?QSPCDPMKRFC
QR?PRMDWMSPB?R?RMRFCASPPCLRNMGLR
4FGQCV?KNJCBCKMLQRP?RCQSQGLERFCASKSJ?RGTC=QSKDMPKSJ??JQMILMUL?Q?PSLLGLERMR?J4MSQCRFC
ASKSJ?RGTCDSLARGMLGL?QC?PAF
 3R?PR?LCUQC?PAF
 )LRFCSNNCPPGEFRF?LBQGBCMDRFCR?@JCAJGAI !!ARGMLQARGMLQ ?LBQCJCAR !!BBDBBDMPKSJ?MPKSJ?
#?JASJ?RCRFCASKSJ?RGTCQSK
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 %LRCPRFCASKSJ?RGTC=QSKDMPKSJ?NPMTGBGLE?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ4FC
CV?KNJCUGJJPCRSPLRFCQSKMDPCTCLSC?AASKSJ?RCB@WRFCAMKKGRB?RC
#?JASJ?RCRFCASKSJ?RGTCQSK
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 .?KCRFCDMPKSJ?@WAJGAIGLEMLGRQRGRJC?LBRWNGLERFCLCUL?KC#JGAI 3?3?TTCC
 4FCDMPKSJ?UGJJ?NNC?PGLRFCQC?PAF@?P?LBGLRFCR?@JC?QGRQMULAMJSKL
!FC?BJGLC@MVBGQNJ?WGLERFCASKSJ?RGTCQSKUGRFGLRFCCLRGPCR?@JCUGJJ?NNC?P?RRFC@MRRMK
9MSA?LAJGAIMLGRRMRMEEJC@CRUCCLBGeCPCLR?EEPCE?RGMLQ
#?JASJ?RCRFCASKSJ?RGTCQSK
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!@MSREP!@MSREPMSNGLEDMSNGLEDMPKSJ?QMPKSJ?Q
7F?RGDWMSU?LRRM?EEPCE?RC?T?JSC@W?QNCAGfA?RRPG@SRCDMPCV?KNJCQFMUPCTCLSC@WNPMBSAR
4FGQGQILMUL?Q?EPMSNCB?EEPCE?RGML@SRQMKCNCMNJCA?JJGR?NGLLCBKC?QSPCMPJCTCJ@?QCBKC?QSPC
9MSA?LBMRFGQDMP?LW?EEPCE?RGMLSQGLERFCEPMSNGLEDMPKSJ?Q
%?AFMDRFCEPMSNGLEDMPKSJ?Q?AACNRQ?KC?QSPC?LBMLCMPKMPCMNRGML?J?RRPG@SRCQ
formula (measure, [attribute, attribute, ...])
/LJWRFCKC?QSPCT?JSCGQPCOSGPCB)DWMSQSNNJW@MRF?KC?QSPC?LB?L?RRPG@SRCRFCDMPKSJ?PCRSPLQRFC
?EEPCE?RCMDRFCKC?QSPCEPMSNCB@WRFC?RRPG@SRCQ9MSQFMSJBCVNCPGKCLRUGRFMLJW?KC?QSPC?LB
RFCLUGRF?L?RRPG@SRCRMQCCUFGAFMSRNSR@CQRKCCRQWMSPSQCA?QC
4FCEPMSNGLEDMPKSJ?Q?PCRFCDMJJMUGLE
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
EPMSN=?TCP?EC 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFC?TCP?ECMDRFCKC?QSPCEPMSNCB@WRFC
?RRPG@SRCQ
group_average
(revenue, customer
region)
EPMSN=AMSLR 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCAMSLRMDRFCKC?QSPCEPMSNCB@WRFC?R
RPG@SRCQ
group_count
(revenue, customer
region)
EPMSN=K?V 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCK?VGKSKMDRFCKC?QSPCEPMSNCB@WRFC
?RRPG@SRCQ
group_max
(revenue, customer
region)
EPMSN=KGL 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCKGLGKSKMDRFCKC?QSPCEPMSNCB@WRFC
?RRPG@SRCQ
group_min
(revenue, customer
region)
EPMSN=QRBBCT 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCQR?LB?PBBCTG?RGMLMDRFCKC?QSPC
EPMSNCB@WRFC?RRPG@SRCQ
group_stddev
(revenue, customer
region)
EPMSN=QSK 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCQSKMDRFCKC?QSPCEPMSNCB@WRFC?R
RPG@SRCQ
group_sum
(revenue, customer
region)
EPMSN=SLGOSC=AMSLR 4?ICQ?AMJSKLL?KC?LBMLCMPKMPC?RRPG@SRCQ
2CRSPLQRFCLSK@CPMDSLGOSCT?JSCQGL?AMJSKL
EPMSNCB@WRFC?RRPG@SRCQ
group_unique_count
( product,
supplier)
EPMSN=T?PG?LAC 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCT?PG?LACMDRFCKC?QSPCEPMSNCB@WRFC
?RRPG@SRCQ
group_variance
(revenue, customer
region)
!@MSREPMSNGLEDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!@MSRKM!@MSRKMTGLEDTGLEDMPKSJ?QMPKSJ?Q
3SKK?PW3SKK?PW -MTGLEDMPKSJ?Q?PC?EEPCE?RCDMPKSJ?QRF?R?JJMUWMSRM
A?JASJ?RCRFC?TCP?ECK?VKGLMPQSKMDWMSPB?R?MTCP?
NPCBCRCPKGLCBGLRCPT?JMPUGLBMUUGRF?L?BHSQR?@JCP?LEC
-MTGLEDMPKSJ?QA?L@CSQCBRMQKMMRFMSR?LWGPPCESJ?PGRGCQGLWMSPB?R?RMC?QGJWPCAMELGXCRPCLBQ4FC
J?PECPRFCGLRCPT?JWMSQCRRFCKMPCRFCNC?IQ?LBT?JJCWQ?PCQKMMRFCBMSR7FGJCRFCQK?JJCPRFC
GLRCPT?JRFCAJMQCPRFCKMTGLE?TCP?ECQ?PCRMRFC?ARS?JB?R?NMGLRQ
%?AFMDRFCKMTGLEDMPKSJ??AACNRQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGLBMU?LBMLCMPKMPC
MNRGML?J?RRPG@SRCQ
formula (measure,integer,integer,[attribute,attribute,...])
/LJWRFCKC?QSPC?LBGLRCECPT?JSCQ?PCPCOSGPCB)DWMSQSNNJW@MRFPCOSGPCB?LBMNRGML?JT?JSCQRFC
DMPKSJ?PCRSPLQRFC?EEPCE?RCMDRFCKC?QSPCMTCPRFCEGTCLUGLBMU9MSQFMSJBCVNCPGKCLRUGRFMLJW?
KC?QSPC?LBGLRCECPQJC?TGLEMSRRFC?RRPG@SRC?LBRFCL?BBGLEGR@?AIGL4FGQUGJJFCJNWMSBCAGBCUFGAF
MSRNSR@CQRKCCRQWMSPSQCA?QC
4FCKMTGLEDMPKSJ?Q?PCRFCDMJJMUGLE
cmoving_averageDMPCV?KNJC moving_average (revenue, 2, 1, customer region)
4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGLBMURM?EEPCE?RCMTCP?LBMLCMPKMPC
?RRPG@SRCQ2CRSPLQRFC?TCP?ECMDRFCKC?QSPCMTCPRFCEGTCLUGLBMU4FC?RRPG@SRCQ?PCRFC
MPBCPGLEAMJSKLQSQCBRMAMKNSRCRFCKMTGLE?TCP?EC4FCUGLBMUGQASPPCLR.SKd#SPPCLR
.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGLRFCUGLBMU&MPCV?KNJC 1,1 UGJJF?TC?
UGLBMUQGXCMD4MQCCNCPGMBQGLRFCN?QRSQC?LCE?RGTCLSK@CPDMPRFCQCAMLBCLBNMGLR?Q
GLRFCCV?KNJC moving_average(sales, 1, -1, date)
cmoving_maxDMPCV?KNJC moving_max (complaints, 1, 2, store name)
4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGLBMURM?EEPCE?RCMTCP?LBMLCMPKMPC
?RRPG@SRCQ2CRSPLQRFCK?VGKSKMDRFCKC?QSPCMTCPRFCEGTCLUGLBMU4FC?RRPG@SRCQ?PCRFC
MPBCPGLEAMJSKLQSQCBRMAMKNSRCRFCKMTGLEK?VGKSK4FCUGLBMUGQASPPCLR
.SKd#SPPCLR.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGLRFCUGLBMU&MPCV?KNJC 1,1
UGJJF?TC?UGLBMUQGXCMD4MQCCNCPGMBQGLRFCN?QRSQC?LCE?RGTCLSK@CPDMPRFCQCAMLB
CLBNMGLR?QGLRFCCV?KNJC moving_max(sales, 1, -1, date)
cmoving_minDMPCV?KNJC moving_min (defects, 3, 1, product)
4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGLBMURM?EEPCE?RCMTCP?LBMLCMPKMPC
?RRPG@SRCQ2CRSPLQRFCKGLGKSKMDRFCKC?QSPCMTCPRFCEGTCLUGLBMU4FC?RRPG@SRCQ?PCRFC
MPBCPGLEAMJSKLQSQCBRMAMKNSRCRFCKMTGLEKGLGKSK4FCUGLBMUGQASPPCLR
.SKd#SPPCLR.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGLRFCUGLBMU&MPCV?KNJC 1,1
UGJJF?TC?UGLBMUQGXCMD4MQCCNCPGMBQGLRFCN?QRSQC?LCE?RGTCLSK@CPDMPRFCQCAMLB
CLBNMGLR?QGLRFCCV?KNJC moving_min(sales, 1, -1, date)
cmoving_sumDMPCV?KNJC moving_sum (revenue, 1, 1, order date)
4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGLBMURM?EEPCE?RCMTCP?LBMLCMPKMPC
?RRPG@SRCQ2CRSPLQRFCQSKMDRFCKC?QSPCMTCPRFCEGTCLUGLBMU4FC?RRPG@SRCQ?PCRFC
MPBCPGLEAMJSKLQSQCBRMAMKNSRCRFCKMTGLEQSK4FCUGLBMUGQASPPCLR.SKd#SPPCLR
.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGLRFCUGLBMU&MPCV?KNJC 1,1 UGJJF?TC?UGLBMU
QGXCMD4MQCCNCPGMBQGLRFCN?QRSQC?LCE?RGTCLSK@CPDMPRFCQCAMLBCLBNMGLR?QGLRFC
CV?KNJC moving_sum(sales, 1, -1, date)
!@MSRKMTGLEDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
#?JASJ?#?JASJ?RRCRFCKMCRFCKMTGLE?TGLE?TTCPCP?EC?EC
3SKK?PW3SKK?PW 9MSA?LSQCRFCKMTGLEDMPKSJ?QRMAMKNSRC?KC?QSPC
UGRFGL?KMTGLEUGLBMUMDWMSPB?R?SQS?JJWBCfLCB@WRGKC
4FGQCV?KNJCBCKMLQRP?RCQSQGLERFC moving_average DMPKSJ?4MSQCRFCKMTGLEDSLARGMLGL?QC?PAF
 3R?PR?LCUQC?PAF
 )LRFCSNNCPPGEFRF?LBQGBCMDRFCR?@JCAJGAI !!ARGMLQARGMLQ ?LBQCJCAR !!BBDBBDMPKSJ?MPKSJ?
#?JASJ?RCRFCKMTGLE?TCP?EC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 %LRCPRFCKMTGLE=?TCP?ECDMPKSJ?NPMTGBGLE?KC?QSPC?UGLBMU?LBMLCMPKMPC?RRPG@SRCQ
4FCCV?KNJCUGJJPCRSPLRFC?TCP?ECMDPCTCLSCUGRFGLRFCAMKKGRB?RCUGLBMUQGXCMD4FC
UGLBMUGLAJSBCQRFCNPCTGMSQASPPCLR?LBLCVRPMUQ4FC?RRPG@SRCQ?PCRFCMPBCPGLEAMJSKLQ
SQCBRMAMKNSRCRFCKMTGLE?TCP?EC4FCUGLBMUGQASPPCLR.SKd#SPPCLR.SKUGRF
@MRFCLBNMGLRQ@CGLEGLAJSBCBGLRFCUGLBMU&MPCV?KNJCabUGJJF?TC?UGLBMUQGXCMD4M
QCCNCPGMBQGLRFCN?QRSQC?LCE?RGTCLSK@CPDMPRFCQCAMLBCLBNMGLR?QGLRFCCV?KNJC
aKMTGLE=?TCP?ECQ?JCQB?RCb
#?JASJ?RCRFCKMTGLE?TCP?EC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 .?KCRFCDMPKSJ?@WAJGAIGLEMLGRQRGRJC?LBRWNGLERFCLCUL?KC#JGAI 3?3?TTCC
4FCDMPKSJ?UGJJ?NNC?PGLRFCQC?PAF@?P?LBGLRFCR?@JC?QGRQMULAMJSKL
!@MVBGQNJ?WGLERFCKMTGLE?TCP?ECUGRFGLRFCCLRGPCR?@JCUGJJ?NNC?P?RRFC@MRRMK
 #JGAIMLRFC@MVRMRMEEJC@CRUCCL?EEPCE?RGMLRWNCQ
#?JASJ?RCRFCKMTGLE?TCP?EC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!@MSRA!@MSRAMLMLTTCPQGMLDCPQGMLDMPKSJ?QMPKSJ?Q
3MKCDMPKSJ?QPCOSGPCRFCGLNSRRM@CMD?N?PRGASJ?PB?R?RWNC)DWMSfLBRF?RWMSU?LRRMN?QQ?T?JSC
RMRFCDSLARGML@SRGRGQMDRFCUPMLEB?R?RWNCWMSA?LAMLTCPRGRSQGLE?AMLTCPQGMLDMPKSJ?
4FCDMJJMUGLE?PCRFCBCD?SJRAMLTCPQGMLDMPKSJ?Q
cto_bool
cto_integer
cto_string
cto_float
)LDMPK?RGMLMLRFCSQ?ECDMPRFCQCDMPKSJ?QGQGLRFC &MPKSJ?PCDCPCLAC
"MMJC?LQ?PCGLRCPNPCRCBGLRFCDMJJMUGLEU?WQ
$?$?R?4R?4WNCWNC $CQAPGNRGML$CQAPGNRGML
to_bool(integer) "MMJC?LRPSCK?NQRMGLRCECP?LB@MMJC?LD?JQCRMGLRCECP
to_bool(string) "MMJC?LRPSCK?NQRMQRPGLEaRPSCb?LB@MMJC?LD?JQCRMQRPGLEaD?JQCb
to_double(boolean) K?NQRM@MMJC?LD?JQCCTCPWRFGLECJQCRM@MMJC?LRPSC
to_integer(boolean) K?NQRM@MMJC?LD?JQCCTCPWRFGLECJQCRM@MMJC?LRPSC
to_string(boolean) 4FCQRPGLEaRPSCbK?NQRM@MMJC?LRPSCCTCPWRFGLECJQCRM@MMJC?LD?JQC
!@MSRAMLTCPQGMLDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!@MSRB?!@MSRB?RRCDCDMPKSJ?QMPKSJ?Q
$?RCDMPKSJ?Q?PCSQCDSJUFCLWMSU?LRRMAMKN?PCB?R?AMJJCARCB@CRUCCLRUMB?RCNCPGMBQ$?RC
DMPKSJ?Q?JJMUWMSRM?NNJWB?RCPCJ?RCBDSLARGMLQRMWMSPDMPKSJ?Q4FCB?RCDSLARGMLQGLAJSBC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
add_days 2CRSPLQRFCPCQSJRMD?BBGLERFC
QNCAGfCBLSK@CPMDB?WQRMRFC
EGTCLB?RC
cadd_days (01/30/
2015, 5) = 02/04/
2015
cadd_days (invoiced,
30)
date 2CRSPLQRFCB?RCNMPRGMLMD?EGT
CLB?RC cdate (home visit)
day 2CRSPLQRFCLSK@CPMDRFC
B?WDMPRFCEGTCLB?RC cday (01/15/2014) =
15
cday (date ordered)
day_number_of_week 2CRSPLQRFCLSK@CPMDRFC
B?WGL?UCCIDMPRFCEGTCLB?RC
UGRF@CGLE-MLB?W?LB@CGLE
3SLB?W
cday_number_of_week
(01/30/2015) = 6
cday_number_of_week
(shipped)
day_number_of_year 2CRSPLQRFCLSK@CPMDRFC
B?WGL?WC?PDMPRFCEGTCLB?RC cday_number_of_year
(01/30/2015) = 30
cday_number_of_year
(invoiced)
day_of_week 2CRSPLQRFCB?WMDRFCUCCIDMP
RFCEGTCLB?RC cday_of week (01/30/
2015) = Friday
cday_of_week
(serviced)
diff_days 3S@RP?ARQRFCQCAMLBB?RCDPMK
RFCfPQRB?RC?LBPCRSPLQRFCPC
QSJRGLLSK@CPMDB?WQPMSLBCB
BMULGDLMRCV?AR
cdiff_days (01/15/
2014, 01/17/2014) =
-2
cdiff_days
(purchased, shipped)
!@MSRB?RCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
diff_time 3S@RP?ARQRFCQCAMLBB?RCDPMK
RFCfPQRB?RC?LBPCRSPLQRFCPC
QSJRGLLSK@CPMDQCAMLBQ
cdiff_time (01/01/
2014, 01/01/2014) =
-86,400
cdiff_time (clicked,
submitted)
hour_of_day 2CRSPLQRFCFMSPMDRFCB?WDMP
RFCEGTCLB?RC chour_of_day
(received)
is_weekend 2CRSPLQRPSCGDRFCEGTCLB?RCD?JJQ
ML?3?RSPB?WMP3SLB?Wcis_weekend (01/31/
2015) = true
cis_weekend (emailed)
month 2CRSPLQRFCKMLRFDPMKRFCEGTCL
B?RC cmonth (01/15/2014)
= January
cmonth (date ordered)
month_number 2CRSPLQRFCLSK@CPMDRFC
KMLRFDMPRFCEGTCLB?RCcmonth_number (09/20/
2014) = 9
cmonth_number
(purchased)
now 2CRSPLQRFCASPPCLRRGKCQR?KN
cnow ()
start_of_month 2CRSPLQRFCB?RCDMPRFCfPQRB?W
MDRFCKMLRFDMPRFCEGTCLB?RCcstart_of_month ( 01/
31/2015 ) = Jan FY
2015
cstart_of_month
(shipped)
start_of_quarter 2CRSPLQRFCB?RCDMPRFCfPQRB?W
MDRFCOS?PRCPDMPRFCEGTCLB?RC cstart_of_quarter (
09/18/2015 ) = Q3
FY 2015
cstart_of_quarter
(sold)
start_of_week 2CRSPLQRFCB?RCDMPRFCfPQRB?W
MDRFCUCCIDMPRFCEGTCLB?RC cstart_of_week ( 06/
01/2015 ) = 05/30/
!@MSRB?RCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
2015 Week
cstart_of_week
(emailed)
start_of_year 2CRSPLQRFCB?RCDMPRFCfPQRB?W
MDRFCWC?PDMPRFCEGTCLB?RCcstart_of_year ( 02/
15/2015 ) = FY 2015
cstart_of_year
(joined)
time 2CRSPLQRFCRGKCNMPRGMLMD?EGT
CLB?RC ctime (3/1/2002
10:32) = 10:32
ctime (call began)
year 2CRSPLQRFCWC?PDPMKRFCEGTCL
B?RC cyear (01/15/2014) =
2014
cyear (date ordered)
#?JASJ?#?JASJ?RRCB?CB?RRCDCDMPKSJ?QMPKSJ?Q
#?JASJ?RGLEB?RCDMPKSJ?QGQSQCDSJUFCLWMSU?LRRMAMKN?PCB?R?DPMKBGeCPCLRB?RCNCPGMBQ(CPC?PC
QMKCCV?KNJCQMDSQGLEB?RCDMPKSJ?Q
%V?KNJC
4FCDMJJMUGLECV?KNJCQFMUQWMSFMURMAPC?RCDMPKSJ?QRF?RWMSA?LSQCRMAMKN?PCB?R?DPMKRFGQ
UCCIRMJ?QRUCCI
c 4FCDMPKSJ?DMPRFGQUCCIGQ week ( today () ) - week (date)
c 4FCDMPKSJ?DMPJ?QRUCCIGQ diff_days ( week ( today ) ) , week ( date ) )
%V?KNJC
4FCDMJJMUGLECV?KNJCQFMUQWMSFMURMA?JASJ?RCRFCNCPACLRGLAPC?QCDPMKRFCJ?QRB?RCNCPGMBRMRFGQ
NCPGMBGLRCPKQMDPCTCLSC
 #PC?RCRFCDMPKSJ? this week revenue = sum ( if ( this week ) then revenue else 0
)
 4FCLAPC?RCRFCDMPKSJ? last week revenue = sum ( if (last week ) then revenue
else 0 )
 5QC LCQRCBDMPKSJ?Q RMA?JASJ?RCRFCNCPACLRGLAPC?QC@WAPC?RGLE?N?PCLRDMPKSJ? percent
increase = ( ( last week revenue - this week revenue) / last week revenue ) \*
100
!@MSRB?RCDMPKSJ?Q
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
00CPCPAACLRCLRQGKNJCLSK@CPA?JASJ?QGKNJCLSK@CPA?JASJ?RGMLQRGMLQ
9MSA?LSQCQGKNJCLSK@CPDSLARGMLQRMNCPDMPKSQCDSJNCPACLRA?JASJ?RGMLQ
3GKNJCLSK@CPDSLARGMLQGLAJSBC?BBGRGMLQS@RP?ARGMLKSJRGNJGA?RGML?LBBGTGQGML
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
 2CRSPLQRFCPCQSJRMDKSJRGNJWGLE@MRFLSK
@CPQ c3 * 2 = 6
cprice * taxrate
 2CRSPLQRFCPCQSJRMD?BBGLE@MRFLSK@CPQ
c1 + 2 = 3
cprice + shipping
 2CRSPLQRFCPCQSJRMDQS@RP?ARGLERFCQCAMLB
LSK@CPDPMKRFCfPQR c3 - 2 = 1
crevenue - tax
 2CRSPLQRFCPCQSJRMDBGTGBGLERFCfPQRLSK
@CP@WRFCQCAMLB c6 / 3 = 2
cmarkup / retail price
#?JASJ?#?JASJ?RRCNCPCNCPAACLR?ECQCLR?ECQ
#?JASJ?RGLENCPACLR?ECQGQSQCDSJUFCLWMSU?LRRMQCCDMPCV?KNJCRFCNCPACLR?ECPCTCLSCECLCP?RCB
DPMKC?AFAF?LLCJMLJGLCQRMPCQN?PRLCPCRA
4FCDMJJMUGLECV?KNJCQFMUQWMSFMURMfESPCMSRRFCNCPACLR?ECPCTCLSCECLCP?RCBDPMKC?AFAF?LLCJ
MLJGLCQRMPCQN?PRLCPQCRA
 #PC?RCRFCDMJJMUGLEDMPKSJ?GLRFC&MPKSJ?"SGJBCP>NCPACLRPCTCLSCQSKPCTCLSC
EPMSNQSKPCTCLSC>
 .MUWMSA?LQC?PAF@WC?AFAF?LLCJSQGLERFCNCPACLRPCTCLSCDMPKSJ?RF?RWMSHSQRAPC?RCB
0CPACLRQGKNJCLSK@CPA?JASJ?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!@MSRA!@MSRAMLBGRGML?JDMLBGRGML?JDMPKSJ?QMPKSJ?QMNCPMNCP??RRMPQMPQ
#MLBGRGML?JDMPKSJ?QMPMNCP?RMPQ?JJMUWMSRM?NNJWGDRFCLCJQCAMLBGRGMLQGLWMSPDMPKSJ?Q9MSA?L
JCTCP?ECMNCP?RMPQGLWMSPAMLBGRGML?JDMPKSJ?QRMF?TCRFCKPCRSPLRPSCD?JQCMP?NPCBCRCPKGLCBT?JSC
4FCMNCP?RMPQGLAJSBC
/NCP/NCP??RRMPMP $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
and
2CRSPLQRPSCUFCL@MRFAMLBGRGMLQ
?PCRPSCMRFCPUGQCPCRSPLQD?JQC
c(1 = 1) and (3 > 2) =
true
clastname = 'smith'
and state ='texas'
if...then...else
#MLBGRGML?JMNCP?RMPcif (3 > 2) then
'bigger' else 'not
bigger'
cif (cost > 500) then
'flag' else 'approve'
ifnull
2CRSPLQRFCfPQRT?JSCGDGRGQLMRLSJJ
MRFCPUGQCPCRSPLQRFCQCAMLB
ifnull (cost, 'unknown')
isnull
2CRSPLQRPSCGDRFCT?JSCGQLSJJ
isnull (phone)
not 2CRSPLQRPSCGDRFCAMLBGRGMLGQD?JQC
MRFCPUGQCPCRSPLQD?JQC
not (3 > 2) = false not
(state = 'texas')
or 2CRSPLQRPSCUFCLCGRFCPAMLBGRGMLGQ
RPSCMRFCPUGQCPCRSPLQD?JQC c(1 = 5) or (3 > 2) =
true
cstate = 'california'
or state ='oregon'
#?JASJ?#?JASJ?RRCRFCACRFCAMLBGRGML?JQSKMLBGRGML?JQSK
#?JASJ?RGLERFCAMLBGRGML?JQSKGQSQCDSJUFCLWMSU?LRRMQCCDMPCV?KNJCRFCRMR?JPCTCLSCDMP?
NPMBSAR@WPCEGML
#MLBGRGML?JQSKDMPKSJ?QDMJJMURFGQQWLR?VGDQMKCAMLBGRGMLRFCLKC?QSPCCJQC9MSA?LSQCRFGQ
QWLR?VRMJGKGRWMSPQC?PAFGLA?QCQUFCLWMSBML`RU?LRRM?BB?AMJSKLfJRCP&MPCV?KNJC if (
product = shoes ) then revenue else 0
4FCDMJJMUGLECV?KNJCQFMUQWMSFMURMfESPCMSRRFCLSK@CPMDASQRMKCPQUFM@MSEFR@MRFNPMBSARQ
GLRFGQA?QC?LGN?B?LBE?J?VWR?@JCR9MSA?LRFCLfLBMSRRFCPCTCLSCECLCP?RCB@W@MRFNPMBSARQ
 #PC?RCRFCDMJJMUGLEDMPKSJ?GLRFC&MPKSJ?"SGJBCP
!@MSRAMLBGRGML?JDMPKSJ?QMNCP?RMPQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
ipadcount = sum ( if ( product = 'ipad' ) then 1 else 0 ) > 0
4FGQDMPKSJ?UGJJNPMTGBCWMSUGRFRFCLSK@CPMDGN?BQRF?RUCPC@MSEFR
 9MSA?LRFCLAPC?RC?LMRFCPDMPKSJ?RF?RJMMIQJGICRFGQ
galaxycount = sum ( if ( product = 'galaxy' then 1 else 0 ) > 0
!LBRFGQDMPKSJ?UGJJNPMTGBCWMSUGRFRFCLSK@CPMDE?J?VWQRF?RUCPC@MSEFR
 5QGLE LCQRCBDMPKSJ?QWMSA?LAMK@GLCRFCQCRUMDMPKSJ?Q
&MPCV?KNJC f1 = ipadcount + galaxycount
 .MUWMSA?LQC?PAFSQGLERFCDDMPKSJ?RMfLBMSRRFCPCTCLSCECLCP?RCB@W@MRFNPMBSARQ
!@MSRAMLBGRGML?JDMPKSJ?QMNCP?RMPQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
.CQ.CQRRCBDCBDMPKSJ?QMPKSJ?Q
.CQRCBDMPKSJ?QMPDMPKSJ?MLDMPKSJ??JJMUWMSRMPCDCPCLAC?DMPKSJ?UGRFGL?LMRFCPDMPKSJ?4FGQ
EP?NFGAGJJSQRP?RCQFMUWMSUMSJBBCfLC?DMPKSJ??LBRFCLPCDCPCLACGRDPMK?LMRFCP
4FCQCDMPKSJ?Q@CAMKCAMJSKLQ?LB?PCCTCLQSEECQRCBUGRFGLRFC&MPKSJ?"SGJBCP4FCPCGQLMJGKGRRM
RFCLCQRGLEBCNRFWMSA?LAPC?RC
4FMSEFR3NMRBMCQL`R?JJMUSQCPQRMAPC?RCGLT?JGBDMPKSJ?QQSAF?QAWAJGAJMMNQMPGLAMLQGQRCLR
?EEPCE?RGMLDMPKSJ?Q4MQSNNMPRRFGQDMPKSJ?QF?TCBCNCLBCLAW?U?PCLCQQ&MPCV?KNJCWMSA?LLMR
BCJCRC?DMPKSJ?RF?RGQLCQRCBGL?LMRFCP!JQMDMPKSJ?BCNCLBCLAW?U?PCLCQQCLQSPCQRF?RWMSBMLMR
@PC?I?LWBCNCLBCLRDMPKSJ?QUFGJCCBGRGLE?DMPKSJ?UGRFBCNCLBCLRDMPKSJ?Q&MPCV?KNJCAMKKML
A?QCQMDGLT?JGB?RGLEMAASPUFCLSQCPQRPWRMAF?LEC?B?R?RWNC
.CQRGLECL?@JCQCLA?NQSJ?RGML?LBBCAMKNMQGRGMLMDDMPKSJ?JMEGA-C?LGLEWMSK?WF?TC?QR?e
KCK@CPAPC?RCQMKCQK?JJSQCDSJDMPKSJ?QRF?RMRFCPQA?LSQC4FGQ?JQMKGLGKGXCQBSNJGA?RGMLMD
DMPKSJ?Q
.CQRCBDMPKSJ?Q
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4FCQWQRCKNPCQCLRQWMSUGRF?DCUAFMGACQ
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4FMSEFR3NMR?NNJGA?RGMLBGQNJ?WQ?LGLDMPK?RGML?JKCQQ?EC4FCKCQQ?ECBGQ?NNC?PQ?DRCP?
KMKCLR
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SQCPRF?RPCOSCQRCBRFC?L?JWQGQMP?L?BKGLBCJCRCQRFCK9MSA?LPSL3NMR)1MLRFCQ?KCM@HCAR
KSJRGNJCRGKCQ%?AF?L?JWQGQECLCP?RCQLCUPCQSJRQ
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JGQRQQFMUQ !JJ!JJ PCQSJRQMPHSQR 99MSPQMSPQ
 3CJCAR 99MSPQMSPQ
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RFCPCQSJRQ
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#FMMQC 22CQSJRQCQSJRQ
9MSQFMSJBQRGJJQCCWMSP 77?P?PCFMSQC=?LB=2CFMSQC=?LB=2CR?GJ=3?JCQCR?GJ=3?JCQ PSL$CJCRGLEGLDMPK?RGML?@MSR?L
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$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
77FCPFCPCRCRMEMLCMEMLCVRVR
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APC?RCB
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fPQR3NMR)1?L?JWQGQ9MSQFMSJB@C?@JCRMJMMI?RRFC ).3)'(4).3)'(4 JGQR?LBQCCUFCLWMSP?L?JWQGQP?L4FGQGQ
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66GCGCUPUPCQSJRQMD?L?L?JWCQSJRQMD?L?L?JWQGQQGQ
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 3CJCARRFC ).3)'(4).3)'(43232CQSJRQCQSJRQ N?EC
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MNCLQRFC3NMR)1GLQGEFRQ
4FCfPQRN?LCJNPMTGBCQGLDMPK?RGML?@MSRRFC?L?JWQGQ
 #JGAIMLRFCQK?JJ GG RMQCC?QSKK?PWMDRFC3NMR)1?L?JWQGQ
3NMR)1$MKMPCUGRF3NMR)1
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
9MSA?LRCJJRF?R3NMR)1P?LRFPMSEFAMK@GL?RGMLQ?LBBGQAMTCPCBGLQGEFRQ4FCfPQR
JMMICBDMP?LGLQGEFRGL?AMK@GL?RGMLMDRFC table_num ?LB year AMJSKLQGLRFC
&&MMB$MJJ?P$?MMB$MJJ?P$?R?2R?2C?JC?J B?R??LBBGQAMTCPCBMLCGLQGEFR4FCLCVRRMAMJSKLAMK@GL?RGML
table_num ?LB units BGBLMRPCTC?J?LWGLQGEFRQ
 #JMQCRFCBCR?GJQN?LCJ?LBJMMI?RRFCAMPPCQNMLBGLEGLQGEFR3NMR)1NPMBSACB
9MSA?LQCCRF?R3NMR)1DMSLBRFPCCQCRQMDGLQGEFRQ
c GLQGEFRQDMP#!4%'/29=$%3#F?TCQGELGfA?LRJWFGEFCP4MR?JGKNMPRQRF?LRFCPCQR
)LAJSBCQQGKGJ?PGLQGEFRQDMP4MR?JT?JSC=?BBCB
c )LQGEFRQDPMK#PMQQ#MPPCJ?RGML!L?JWQGQ
c )LQGEFRQDPMK4PCLB!L?JWQGQ
4FCPCGQ?PC?QMLRFCPC?PCRFPCCQCRQ9MS`JJJC?PLRFC?LQUCPRMRF?RJ?RCP
44GKC?LBWGKC?LBWMSPGLQGEFRB?MSPGLQGEFRB?R?R?
9MS`JJLMRGACRF?RUFCLWMSfPQRJMMI?R?LGLQGEFRRFCPCGQ?LCVNGP?RGMLB?RCGLRFCSNNCPPGEFRAMPLCP
)DRFCCVNGP?RGMLRGKCCJ?NQCQ4FMSEFR3NMR?SRMK?RGA?JJWPCKMTCQRFCPCNMPRQ
)LQGEFRQ?JQMR?ICQN?ACGLRFC4FMSEFR3NMRGLQR?JJ?RGML!JMRMDNCMNJCAPC?RGLEGLQGEFRQA?L?BBSNRM?
JMRMDB?R?JWGLE?PMSLB*SQR?QU?RCPPGQGLEGL?@?RFRS@A?LMTCPgMUMPHSQRA?SQC?NPM@JCKWMSF?TC
RMU?BCRFPMSEFRMMKSAFB?R?A?LAPC?RC?JMRMDMJBPCNMPRQRMQGDRRFPMSEF
!LMRFCPPC?QMLRMCVNGPC?LGLQGEFRGQRGKC4WNGA?JJW@SQGLCQQB?R?GQAF?LEGLECTCPWB?WGDLMRKMPC
DPCOSCLRJW!LWN?PRGASJ?PQCRMDGLQGEFRQ?PCT?JGBDMPB?R?BSPGLE?QNCAGfANCPGMBMDRGKC4FGQBMCQL`R
KC?LMJBGLQGEFRQA?L`RNPMTGBCGLDMPK?RGMLWMSA?LSQCHSQRRF?RWMS?PCSLJGICJWRMECRRFCQ?KCGLQGEFR
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AJGAI !!ARGMLQ3?ARGMLQ3?TTCC DPMKRFCKCLS
3NMR)1$MKMPCUGRF3NMR)1
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4FMSEFR3NMR5QCP'SGBC 0?EC
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$?$?R?MSRJGCPQR?MSRJGCPQ
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GLQGEFR9MSA?LSQCRFGQBG?JMERMBM?JJRFCRFGLEQWMSUMSJBLMPK?JJWBMUGRF?QC?PAF
 %BGRRFCQC?PAF@?P?LBPCKMTC table_num DPMKRFCQC?PAF
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4FMSEFR3NMR5QCP'SGBC 0?EC
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 #FMMQC !!ARGMLQ5NB?ARGMLQ5NB?RRCC
 #JMQCRFCBG?JME@WNPCQQGLERFC 88
4FCAF?PRUGRFWMSPAF?LECQLMU?NNC?PQGLRFC 3NMR)13NMR)1 JGQR4FCMSRJGCPQR?LBQMSRTCPWAJC?PJW
LMUGL@MRFAF?PRQ
0P0PCQCLRWCQCLRWMSPGLQGEFRQMSPGLQGEFRQ
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MLAC9MSA?LN?AI?EC?JJRFCGLQGEFRQGL?0$&4FGQGQSQCDSJDMPN?QQGLE?N?AICRMDPCQSJRQ"CA?SQC?LW
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4FCQWQRCKBMULJM?BQ?fJCAMLR?GLGLE?JJRFCGLQGEFRQ+CCNGLKGLBRFGQGQfJCA?L@CTCPWJ?PEC
GDRFCPC?PC?JMRMDGLQGEFRQDMSLBGLWMSPB?R?
9MSA?LSQCRFC 0P0PCQCLRCQCLR ?ARGMLRMTGCUTGQS?JGX?RGMLQRF?R?NNC?PGL?A?PMSQCJA?L@CNPCQCLRCB?Q?
EPMSN0PCQCLRGQRFC@CQRU?WRM4MBMRFGQBMRFCDMJJMUGLE
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)DWMSfLB?L?L?JWQGQAMLfESP?RGMLRF?RGQSQCDSJ9MSA?LPSLRF?RAMLfESP?RGMLNCPGMBGA?JJW4FGQGQ?
EMMBRFGLERMBMMDAMSPQC?QGL?@SQGLCQQB?R?AF?LECQ?JJRFCRGKC
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 #JGAIMLRFC $$!!44!! GAMLRMECRRMRFCB?R?K?L?ECKCLRJGQRGLE
 #JGAIML?B?R?QMSPACWMSMULMPA?LCBGR4FGQ@PGLEQSNRFC ##MJSKLQMJSKLQ QAPCCLUFCPCWMS`JJ
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3GRS?3GRS?RGMLQRRGMLQRM?M?TTMGBMGB
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PCQSJRQRF?RQGKNJW?PCL`RKC?LGLEDSJ7FCLBMGLE?AMPPCJ?RGML?L?JWQGQ3NMR)1K?WLMRfLBKC?LGLEDSJ
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#SQ#SQRRMKGXMKGXC!JEMPGRFKQC!JEMPGRFKQ GQ@WD?PRFCKMQR?BT?LACBN?LCJ
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4FMSEFR3NMR5QCP'SGBC 0?EC
4FC )KNP)KNPMMTTC!L?JWC!L?JWQGQQGQ BG?JME?JU?WQCVAJSBCQ?T?JSCDPMK?JJDSRSPC?L?JWQGQ
&GL?JJWWMSA?L?JQMQCRQMKC?L?JWQGQMNRGMLQDPMKWMSPSQCP 0P0PMfJCMfJC
9MS`JJLMRGACMLJWMLCMDRFCQCMNRGMLQGQ?ARS?JJWPCJ?RCBRM?L?JWQGQ4FCMRFCPQPCJ?RCRMFMUWMSPCACGTC
LMRGfA?RGMLQ?@MSR3NMR)1MNCP?RGMLQ
%JGKGL?%JGKGL?RRCLSJJTCLSJJT?JSCQ?JSCQ
.SJJT?JSCQQFMSJB@CCJGKGL?RCBDPMKWMSP?L?JWQGQ
&P&PMKLCMKLCVR?L?JWVR?L?JWQGQQGQ &P&PMKDSRSPMKDSRSPC?L?JWC?L?JWQCQQCQ
#SQRMK3NMR)1?L?JWQGQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
)LRFC3C?PAF@?P?BB?fJRCP column!= Null RMRFC
QC?PAF@?P/PAFMMQC %V%VAJSBCLSJJTAJSBCLSJJT?JSCQDP?JSCQDPMKASPPMKASPPCLRCLR
?L?JW?L?JWQGQQGQSQGLERFC #SQ#SQRRMKGXMKGXC?JEMPGRFKQC?JEMPGRFKQ N?LCJ
3CR %V%VAJSBCLSJJTAJSBCLSJJT?JSCQDP?JSCQDPMKKMKKW?L?JWW?L?JWQGQQGQ
MLWMSPSQCP 0P0PMfJCMfJC RMCVAJSBCRFCKDPMK
?LWDSRSPC3NMR)1?L?JWQCQWMSBM
%V%VAJSBCSLGLRAJSBCSLGLRCPCPCQCQRGLEARGLEAMJSKLMJSKLQQGLGLQGEFRGLGLQGEFR
9MSQFMSJB?JU?WQCVAJSBCAMJSKLQWMS?PCLMRGLRCPCQRCBDPMKWMSP?L?JWQGQ
&P&PMKLCMKLCVR?L?JWVR?L?JWQGQQGQ &P&PMKDSRSPMKDSRSPC?L?JWC?L?JWQCQQCQ
%VAJSBC?AMJSKLSQGLE )KNP)KNPMMTTCC
!L?JW!L?JWQGQQGQ ML?TGQS?JGX?RGML/PQCRRFC
T?JSCRFPMSEFRFC %V%VAJSBCBAAJSBCBAMJSKLQMJSKLQ
R?@MDRFC #SQ#SQRRMKGXMKGXC!L?JWC!L?JWQGQQGQ N?LCJ
#FMMQC !JQMC!JQMCVVAJSBCDPAJSBCDPMK?JJKMK?JJKWDSRSPWDSRSPC?L?JWC?L?JWQGQQGQ MLRFC %V%V
AJSBCBAAJSBCBAMJSKLQMJSKLQ R?@MDRFC #SQ#SQRRMKGXMKGXC!L?JWC!L?JWQGQQGQ N?LCJ!JRCP
L?RGTCJWCVAJSBCSQGLERFC )KNP)KNPMMTTC!L?JWC!L?JWQGQQGQ BG?JMEML?LGL
QGEFRRF?RSQCQRFCAMJSKLWMSU?LRRMCVAJSBC
)LAJSBC?LGLR)LAJSBC?LGLRCPCPCQCQRGLEARGLEAMJSKLMJSKL
9MSA?L?JU?WQGLAJSBCQAMJSKLQRF?RGLRCPCQRWMSGLWMSP?L?JWQGQ
&P&PMKLCMKLCVR?L?JWVR?L?JWQGQQGQ &P&PMKDSRSPMKDSRSPC?L?JWC?L?JWQCQQCQ
#FMMQC #SQ#SQRRMKGXMKGXC!L?JWC!L?JWQGQQGQ ?LBQCJCARRM )LAJSBC)LAJSBC
AAMJSKLQMJSKLQ RF?RWMSU?LRRM?NNC?P
%LQSPC)LBCV0PGMPGRWGQ@CRUCCLMLRFC
AMJSKLRFPMSEFB?R?KMBCJGLE
22CKMCKMTTCILMCILMULB?ULB?RRCMSRJGCPQCMSRJGCPQ
9MSPB?R?K?WAMLR?GLILMULMSRJGCPQ&MPCV?KNJCWMS?PCGLRFCKGBBJCMD?OS?PRCP?LBMLJWU?LRRM
?L?JWGXCRFCNPCTGMSQOS?PRCP!LWRFGLEDPMKRFCNPCQCLROS?PRCPAMSJBAMLR?GL?LMSRJGCP
&P&PMKLCMKLCVR?L?JWVR?L?JWQGQQGQ &P&PMKDSRSPMKDSRSPC?L?JWC?L?JWQCQQCQ
)LRFC3C?PAF@?P?BB?fJRCP date< last time period RMRFCQC?PAF@?P
.MR?NNJGA?@JC
44MMDMMDCCUGLQGEFRQUGLQGEFRQ
9MSP3NMR)1?L?JWQGQK?WLMRNPMTGBCWMS?QK?LWGLQGEFRQ?QWMSRFGLIGRQFMSJB
&P&PMKLCMKLCVR?L?JWVR?L?JWQGQQGQ &P&PMKDSRSPMKDSRSPCC
?L?JW?L?JWQCQQCQ
#SQRMK3NMR)1?L?JWQGQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
#FMMQC #SQ#SQRRMKGXMKGXC!L?JWC!L?JWQGQQGQ ?LB #SQ#SQRRMKGXMKGXC?JEMPGRFKQC?JEMPGRFKQ $CAPC?QCRFC -SJRGNJGCPD-SJRGNJGCPDMPMP
/SRJGCP$CR/SRJGCP$CRCARGMLCARGML RM?T?JSCAJMQCPRMXCPM
.MR?NNJGA?
@JC
#SQRMK3NMR)1?L?JWQGQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
!!BTBT?LA?LACB2#SQCB2#SQRRMKGX?MKGX?RGMLQRGMLQ
!BKGLQ?LBSQCPQUGRFRFC (?Q3NMR)1NPGTGJCEC(?Q3NMR)1NPGTGJCEC A?LPSL?L2QAPGNRSQGLERFC #SQ#SQRRMK!L?JWMK!L?JWQGQQGQ DC?RSPCMD
3NMR)14FGQKC?LQWMSA?LPSL?L2QAPGNRDPMK?LWNMGLRGL4FMSEFR3NMRUFCPCWMSfLBRFC #SQ#SQRRMKMK
!L?JW!L?JWQGQQGQ KCLSMNRGML
4FC2J?LES?ECGQ?LMNCLQMSPACNPMEP?KKGLEJ?LES?ECSQCBDMPQR?RGQRGA?JAMKNSRGLE!QQSAF
ILMUJCBE?@JCSQCPQA?LSQC2RMNCPDMPKQMNFGQRGA?RCB?L?JWQGQGL?4FMSEFR3NMRCLTGPMLKCLR
4FGQQCARGMLCVNJ?GLQRFCDC?RSPC?LBFMURMSQCGR)RGQLMRKC?LR?Q?L2NPGKCP4MJC?PLKMPC?@MSR2
?LBFMURMSQCGRTGQGRRFC20PMHCARDMP3R?RGQRGA?J#MKNSRGLE;FRRNQUUUPNPMHCARMPE<
5LBCPQ5LBCPQR?LB2QAPGNRPR?LB2QAPGNRPCOSGPCOSGPCKCLRQGLCKCLRQGL
44FMSEFR3NMRFMSEFR3NMR
4FMSEFR3NMRNPMTGBCQ2PSLLGLE?Q?QCPTGACUGRFGL?4FMSEFR3NMRAJSQRCP0CPKGQQGMLQ?PCPCQRPGARCB4FGQ
KC?LQRFC2QAPGNRBMCQLMRF?TCNCPKGQQGMLRMQWQRCKAMKK?LBQ
4FC4FMSEFR3NMRAJSQRCPF?QNPCGLQR?JJCBRFC@?QGA2N?AI?ECQ)DWMSPQAPGNRPCOSGPCQ?QNCAGfAN?AI?EC
WMSK?WPCOSCQRWMSP4FMSEFRQNMRAJSQRCP?BKGLRMGLQR?JJRFCN?AI?ECMLWMSP@CF?JD
4FMSEFR3NMRGLRCPL?JJWRP?LQDMPKQ?LB@GLBQ?L2QAPGNRNPGMPRMQCLBGLEGRRMRFCAJSQRCP`Q2QCPTGAC4FC
QWQRCKCVNCARQC?AFQAPGNRF?TC?UCJJBCfLCBQRPSARSPCUFGAFGQRFCDMJJMUGLE
####R SCRIPT####
<Fill script body>
####COLUMN BINDINGS (ONE PER LINE)####
<Fill column bindings here>
4FCQAPGNRQAMLR?GLQRFCAMJSKL@GLBGLEQUGRFRFC?LQUCPPCQSJRQ?NNC?PGLE?QN?P?KCRCPQGLRFC2QAPGNR
4FMSEFR3NMRCVNCARQDMPC?AF .param
L
GL2WMSPQAPGNRKSQRNPMTGBC?AMPPCQNMLBGLE@GLBGLE4FC
DMJJMUGLENQCSBMAMBCGJJSQRP?RCQ?L2QAPGNRGL?DMPKQSGR?@JCDMP4FMSEFR3NMR
####R SCRIPT####
df <- data.frame(.param0,.param1, ...);
...
write.csv(..., file=#output_csv#, ...);
.MRGACRF?R .param0 PCDCPQRMfPQRAMJSKLGLAMJSKL@GLBGLE?LB .param1 PCDCPQRMRFCQCAMLB3FMSJB
WMSLCCB?RFGPB@GLBGLEWMSUMSJBSQC .param2 ?LBQMDMPRF
4FCMSRNSRMDRFCQAPGNRGQCGRFCP0.'MP#364FGQCV?KNJCQAPGNRSQCQ #output_csv# RMCKGRB?R?GL?
#36R?@SJ?PDMPK?R5QC #output_png# RMCKGRB?R?GL0.'DMPK?R
0PCQCLRJWCPPMPPCNMPRGLEGQJGKGRCBDMP2QAPGNRQGL3NMR)19MSQFMSJBT?JGB?RCWMSP2QAPGNRGLBCNCLBCLR
MDWMSP4FMSEFR3NMRCLTGPMLKCLR/LACWMS?PCQSPCRFCW?PCDPCCMDQWLR?VMPMRFCPCPPMPQRFCLRPWRFC
QAPGNRGL4FMSEFR3NMR
44PW?#SQPW?#SQRRMK!L?JWMK!L?JWQGQUGRF2QGQUGRF2
4FCDMJJMUGLEGJJSQRP?RCQFMURMPSL?L2?L?JWQGQMLB?R?RF?RF?Q?Q?JCQAMJSKL?LB?XGNAMBCAMJSKL
 ,MEGLRM4FMSEFR3NMR?LBEMRMRFC 3C?P3C?PAFAF @?P
!BT?LACB2#SQRMKGX?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 5QC #FMMQC3MSP#FMMQC3MSPAACQCQ RMJMA?RC?QMSPACUGRFQ?JCQ?LBXGNAMBCB?R?4FGQCV?KNJCSQCQ 0FMLC0FMLC
3?JCQ3?JCQ B?R?
 %LRCP sales zip code GLRFCQC?PAF@?P
)DWMSPQMSPACAMLR?GLQRFCNPMNCPB?R?WMSQFMSJBQCCQMKCRFGLEQGKGJ?PRMRFCDMJJMUGLE
 #FMMQC !!ARGMLQ#SQARGMLQ#SQRRMK!L?JWMK!L?JWXXCC
4FMSEFR3NMRMNCLQRFC #SQ#SQRRMKGXMKGXC!L?JWC!L?JWQGQQGQ BG?JME
 #FMMQCRFC #SQ#SQRRMKGXMKGXC?JEMPGRFKQC?JEMPGRFKQ R?@
 )LRFC 3CJCAR!JEMPGRFKQ3CJCAR!JEMPGRFKQ QCARGMLAJGAIRFC #SQ#SQRRMK23APGNRMK23APGNR @MV
3CJCARGLERFGQMNRGMLSLQCRQ?JJRFCMRFCPMNRGMLQMLRFGQR?@?LBBGQNJ?WQRFC 22CfLC0CfLC0?P?P?KCR?KCRCPQCPQ
fCJB
!BT?LACB2#SQRMKGX?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 %LRCPRFGQQ?KNJCQAPGNRGLRFCfCJB
####R SCRIPT####
library(ggplot2)
set.seed(20)
df <- data.frame(.param0, .param1)
cluster <- kmeans(df[1:2], 3, nstart = 20)
cluster$cluster <- as.factor(cluster$cluster)
png(file=#output_png#,width=400,height=350,res=72)
print(ggplot(df, aes(.param0, .param1, color = cluster$cluster)) +
geom_point())
####COLUMN BINDINGS (ONE PER LINE)####
Sales
Zip Code
4FGQQAPGNR@GLBQ .param0 RM Sales ?LB .param1 RMRFC Zip Code AMJSKL9MSA?LQCCDPMKRFC
QAPGNRRF?RRFCMSRNSRQFMSJB@C0.'#output_png#
 #FCAIWMSPUMPI
!BT?LACB2#SQRMKGX?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
 #JGAI 44PGEECP!L?JWPGEECP!L?JWQGQQGQ
3NMR)1PSLQWMSP?L?JWQGQGLRFC@?AIEPMSLB
 'MRMRFC3NMR)1N?EC?LBAJGAIMLRFCPCQSJRQMDWMSPLCUJWRPGEECPCB?L?JWQGQ
9MSQFMSJBQCCRFCPCQSJRQGL0.'DMPK?RQGKGJ?PRMRFCDMJJMUGLE
!BT?LACB2#SQRMKGX?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
9MSA?LPSL?LMRFCP2QAPGNRBGPCARJWMLRFGQPCQSJRRMECR#36PCQSJRQ4PWRFGQMLWMSPMUL(CPCGQRFC
QAPGNRRMEGTCWMS#36MSRNSR
####R SCRIPT####
set.seed(20);
df <- data.frame(.param0,.param1);
cluster <- kmeans(df[1:2], 3, nstart = 20);
df$Cluster <- as.factor(cluster$cluster);
colnames(df)[1] <- 'Sales';
colnames(df)[2] <- 'Zip Code';
write.csv(df, file=#output_csv#, row.names=FALSE);
####COLUMN BINDINGS (ONE PER LINE)####
!BT?LACB2#SQRMKGX?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
Sales
Zip Code
!BT?LACB2#SQRMKGX?RGMLQ
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
/T/TCPTGCCPTGCUMDQF?PGLEUMDQF?PGLE
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RMN
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cbottom revenue average revenue by
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L
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corder date between 01/30/2012
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crevenue weekly
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csales quarterly for each product
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cshipments by product yearly
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KMLRFT?P
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ccommission by sales rep February
2014
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csales by product year to date
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ccustomers last week by store
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ccustomers last month by day
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ccustomers last quarter sale >300
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cvisitors last 10 weeks by day
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cvisitors last 2 quarters by month by
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cshipments next day by order
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copportunities next 5 years by revenue
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ccount unique visits last hour
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ccount visitors last 30 minutes
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cvisitors by page name hourly
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csum inventory by product by store 2 hours
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cvariance sale amount by visitor by product for
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ccount calls by employee lastname >= m
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ccount shipments by city latitude <=
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csum sale amount region != canada region
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crevenue store name county near alameda
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month of quarter (commit date)</td>
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week of quarter (commit date)</td>
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UCCIMDKMLRF
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week of month (commit date)</td>
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.MR.MRCC 7MPIQFCCRQ?LBNGL@M?PBQGL4FMSEFR3NMR?PCBCNCLBCLRSNMLRFCB?R?GLRFCSLBCPJWGLER?@JCQ
5QCA?SRGMLUFCLKMBGDWGLER?@JCQBGPCARJW)DWMSAF?LECMPPCKMTC?QAFCK?MLUFGAFRFMQCM@HCARQ
PCJWRFCM@HCARQAMSJB@CAMKCGLT?JGB
9MSA?LSQC41,RMTGCU?LBKMBGDWQAFCK?Q?LBB?R?GLR?@JCQ2CKCK@CPRM?BB?QCKGAMJML?DRCP
C?AFAMKK?LB#MKK?LBQ?PCLMRA?QCQCLQGRGTC@SR?PCA?NGR?JGXCBFCPCDMPPC?B?@GJGRW
7FCLPCDCPPGLERMM@HCARQSQGLEDSJJWOS?JGfCBM@HCARL?KCQRFCQWLR?VGQ
"database"."schema"."table"
!Q?@CQRNP?ARGACWMSQFMSJBCLAJMQCM@HCARL?KCQB?R?@?QCQAFCK?R?@JC?LBAMJSKLGLBMS@JC
OSMRCQ?LBAMJSKLT?JSCQGLQGLEJCOSMRCQ
"?QGAA"?QGAAMKK?LBQMKK?LBQ
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
help $GQNJ?WQAMKK?LBFCJN TQL> help
66GCGCUQAFCK?Q?LBB?UQAFCK?Q?LBB?R?R?
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
SHOW DATABASES ,GQRQ?JJ?T?GJ?@JCB?R?@?QCQ TQL> SHOW DATABASES;
USE <database>3UGRAFCQRFCAMLRCVRRMRFCQNCAGfCBB?R?@?QC
4FGQGQPCOSGPCBGDOSCPGCQBMLMRSQCDSJJWOS?JG
fCBL?KCQB?R?@?QCQAFCK?R?@JCDMPQNCAGDW
GLER?@JCQ
TQL> USE "fruit_database";
SHOW SCHEMAS ,GQRQ?JJQAFCK?QUGRFGLRFCASPPCLRB?R?@?QC TQL> SHOW SCHEMAS;
SHOW TABLES ,GQRQ?JJR?@JCQUGRFGLRFCASPPCLRB?R?@?QC@W
QAFCK?
TQL> SHOW TABLES;
SHOW TABLE <table>,GQRQ?JJRFCAMJSKLQDMP?R?@JCTQL> SHOW TABLE
"locations";
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
SCRIPT SERVER 'CLCP?RCQRFC41,QAFCK?DMP?JJR?@JCQGL?JJ
B?R?@?QCQMLRFCQCPTCP
TQL> SCRIPT SERVER;
SCRIPT DATABASE
<database>
'CLCP?RCQRFC41,QAFCK?DMP?JJR?@JCQGL?
B?R?@?QC
TQL> SCRIPT DATABASE
"fruit_database";
SCRIPT TABLE <table>'CLCP?RCQRFC41,QAFCK?DMP?R?@JC TQL> SCRIPT TABLE
"vendor";
SELECT
<cols_or_expr>
FROM <table_list>
[WHERE
<predicates>]
[GROUP BY <expr>]
[ORDER BY <expr>]
3FMUQQNCAGfCBQCRMDR?@JCB?R?
)DWMSBMLMRQNCAGDWRFC4/0LSK@CPMDPMUQRM
QCJCARRFCRMNPMUQUGJJ@CPCRSPLCB@WBC
D?SJR4FCLSK@CPMDPMUQRMPCRSPLA?L@CQCRSQ
GLERFC 41, AMKK?LBJGLCg?E
--query_results
_apply_top_row_count
9MSA?LSQCRFCDMJJMUGLE?EEPCE?RGMLDSLARGMLQ
c QSK
c AMSLR
c AMSLRBGQRGLAR
c QRBBCT
c ?TE
c T?PG?LAC
c KGL
c K?V
9MSA?LSQCRFCDMJJMUGLEB?RCDSLARGMLQ
c ?@QWC?P
c ?@QKMLRF
c ?@QB?W
c ?@QOS?PRCP
c B?RC
c RGKC
TQL> SELECT
TOP 10 "quantity"
FROM "sales_fact";
TQL> SELECT COUNT(*)
FROM "vendor";
TQL> SELECT "vendor",
SUM("quantity")
FROM "sales_fact"
GROUP BY "vendor";
TQL> SELECT "vendor",
SUM("amount")
FROM "vendor",
"sales_fact"
WHERE
"sales_fact"."vendorid"
= "vendor"."vendorid"
AND "amount" > 100
GROUP BY "vendor"
ORDER BY "amount"
DESC;
TQL> SELECT "vendor",
SUM("quantity")
FROM "sales_fact"
GROUP BY "vendor"
LIMIT 10;
3AFCK?AP3AFCK?APC?C?RGMLRGML
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
CREATE DATABASE
<database>
#PC?RCQ?B?R?@?QC TQL> CREATE DATABASE
"fruit_database";
CREATE SCHEMA
<schema>
#PC?RCQ?QAFCK?UGRFGLRFCASPPCLRB?R?@?QC TQL> CREATE SCHEMA
"fruit_schema";
CREATE TABLE <table>
(<column_definitions>
[<constraints>])
#PC?RCQ?R?@JCUGRFRFCQNCAGfCBAMJSKLBCfLG
RGMLQ?LBAMLQRP?GLRQ
5QC0!24)4)/."9(!3(RMQF?PB?R?@JC?APMQQ
TQL> CREATE TABLE "vendor"
("vendorid" int,
"name" varchar(255));
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
[PARTITION BY HASH
(<number>)
[KEY
("<column>")]])
?JJLMBCQ)DLM+%9GQQNCAGfCBRFCR?@JCUGJJ@C
P?LBMKJWQF?PBCB
.MRCRF?RWMSA?LQNCAGDWPCJ?RGMLQFGNAMLQRP?GLRQ
&/2%)'.+%9MP2%,!4)/.3()0GLRFC#2%
!4%4!",%QR?RCKCLR"SRGRGQPCAMKKCLBCBRM
BCfLCRFCQCSQGLE!,4%24!",%QR?RCKCLRQ?R
RFCCLBMDWMSP41,QAPGNR?DRCPAPC?RGLEWMSPR?
@JCQ4FGQUMPIQ@CRRCPGLQAPGNRQ@CA?SQCGRES?P
?LRCCQRF?RR?@JCQ?PCAPC?RCB@CDMPCRFCW?PCPCD
CPCLACBGLRFCAMLQRP?GLRBCfLGRGMLQ
TQL> CREATE TABLE
"sales_fact"
("saleid" int,
"locationid" int,
"vendorid" int,
"quantity" int,
"sale_amount" double,
"fruitid" int,
CONSTRAINT
PRIMARY
KEY("saleid"))
PARTITION BY HASH(96)
KEY ("saleid");
3AFCK?KMBGfA?3AFCK?KMBGfA?RGMLRGML
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
DROP DATABASE
<database>
$PMNQ?B?R?@?QC?LB?JJMDGRQQAFCK?Q?LBR?
@JCQ
TQL> DROP DATABASE
"fruit_database";
DROP SCHEMA
<schema>
$PMNQ?QAFCK?UGRFGLRFCASPPCLRB?R?@?QC?LB
BPMNQ?JJMDRFCR?@JCQGLRFCQAFCK?
TQL> DROP SCHEMA
"fruit_schema";
DROP TABLE <table>$PMNQ?R?@JC TQL> DROP TABLE
"location";
ALTER TABLE <table>
ADD|DROP|RENAME
COLUMN <column>
!JRCPQ?R?@JCRM?BBBPMNMPPCL?KC?AMJSKL
7FCLWMS?BB?AMJSKLRM?LCVGQRGLER?@JCWMS
KSQRNPMTGBC?BCD?SJRT?JSCRMSQCDMPCVGQRGLE
PMUQ
TQL> ALTER TABLE "cart"
ADD COLUMN
"nickname"
varchar(255)
DEFAULT 'no
nickname';
TQL> ALTER TABLE "cart"
DROP COLUMN
"nickname";
TQL> ALTER TABLE "cart"
RENAME COLUMN
"nickname"
TO "shortname";
TRUNCATE TABLE
<table>
2CKMTCQ?JJB?R?DPMK?R?@JC@SRNPCQCPTCQGRQ
KCR?B?R?GLAJSBGLE?JJ'5)$QPCJ?RGMLQFGNQCRA
4FGQA?L@CSQCBRMDMPAC?LCUQAFCK?DMP?
R?@JCUGRFMSRJMQGLERFCKCR?B?R?
(MUCTCPRFGQMNCP?RGMLPCKMTCQ?JJCVGQRGLEB?R?
DPMKRFCR?@JC?LBKSQR@CSQCBUGRFA?SRGML
9MSKSQRPCJM?BRFCB?R?DMJJMUGLE?425.#!4%
MP?JJBCNCLBCLRM@HCARQUMPIQFCCRQ?LBNGL
@M?PBQGL 4FMSEFR3NMR UGJJ@CAMKCGLT?JGB
TQL> TRUNCATE TABLE
"location";
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
ALTER TABLE <table>
DROP CONSTRAINT
PRIMARY KEY;
$PMNQRFCNPGK?PWICWDPMK?R?@JC
.MRCRF?RGDWMSRFCL?BB?LCUNPGK?PWICWRFC
Q?KCSNQCPR@CF?TGMPUGJJ@C?NNJGCB?QUGRF
?BBGLE?LWNPGK?PWICW4FGQA?LPCQSJRGLB?R?
BCJCRGMLQMK?ICQSPCWMSSLBCPQR?LBFMURFC
SNQCPRUGJJ?eCARWMSPB?R??FC?BMDRGKC
TQL> ALTER TABLE "sales"
DROP CONSTRAINT
PRIMARY KEY;
TQL> ALTER TABLE "sales"
ADD CONSTRAINT
PRIMARY KEY
("PO_number");
ALTER TABLE <table>
DROP [FOREIGN KEY|
RELATIONSHIP]
<name>;
$PMNQRFCL?KCBDMPCGELICWMPPCJ?RGMLQFGN@C
RUCCLRUMR?@JCQ
TQL> ALTER TABLE
"sales_fact"
DROP FOREIGN KEY
"FK_PO_number";
TQL> ALTER TABLE
"fruit_dim"
DROP RELATIONSHIP
"REL_dates";
ALTER TABLE <table>
DROP [CONSTRAINT
FOREIGN KEY
[<table_name>]
| RELATIONSHIP
[WITH
<table_name>];
9MSKSQRSQCRFGQQWLR?VUFCLBPMNNGLEPCJ?RGML
QFGNQ@CRUCCLR?@JCQAPC?RCB@CDMPC
4FMSEFR3NMRTCPQGML4FGQGQ@CA?SQCPCJ?RGML
QFGNQAMSJBLMR@CL?KCBGLMJBCPTCPQGMLQ
$PMNQRFCDMPCGELICWMPPCJ?RGMLQFGN@CRUCCL
RUMR?@JCQUFCPCWMSA?LLMRPCDCPCLACGR@WPCJ?
RGMLQFGNL?KC)DRFCPCJ?RGMLQFGNU?QAPC?RCB
UGRFMSR?L?KCSQC
c RFCL?KCMDRFCPCDCPCLACBR?@JCDMP?
DMPCGELICW
c RFCL?KCMDRFCPCJ?RCBR?@JCDMP?PC
J?RGMLQFGN
)DWMSBPMN?DMPCGELICWUGRFMSRQNCAGDWGLERFC
PCDCPCLACBR?@JC?JJDMPCGELICWQDPMKRFCR?@JC
WMS?PC?JRCPGLEUGJJ@CBPMNNCB
TQL> ALTER TABLE
"shipments"
DROP CONSTRAINT
FOREIGN KEY "orders";
TQL> ALTER TABLE
"wholesale_buys"
DROP RELATIONSHIP
WITH "retail_sales";
/* Drops all
relationships
that have
wholesale_buys
as a source.
*/
TQL> ALTER TABLE
"wholesale_buys"
DROP RELATIONSHIP;
/* Drops all foreign
keys
from wholesale_buys.
*/
TQL> ALTER TABLE
"wholesale_buys"
DROP CONSTRAINT
FOREIGN KEY;
ALTER TABLE <table>
[SET DIMENSION |
SET FACT
[PARTITION BY HASH
[(<shards>)]
[KEY(<column>)]]]
#F?LECQRFCN?PRGRGMLGLEML?R?@JC@WBMGLEMLC
MD
c PCQF?PBGLE?QF?PBCBR?@JC
c AF?LEGLE?PCNJGA?RCBR?@JCRM?QF?PB
CBR?@JC
c AF?LEGLE?QF?PBCBR?@JCRM?PCNJGA?R
TQL> ALTER TABLE
"sales_fact"
SET FACT
PARTITION BY HASH
(96)
KEY ("PO_number");
TQL> ALTER TABLE
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
CBSLQF?PBCBR?@JC
"WBCD?SJR4FMSEFR3NMRBMCQLMRQF?PBBGKCL
QGMLR?@JCQ
4MAF?LECRFCN?PRGRGMLGLEML?R?@JCMPRM
AF?LEC?BGKCLQGMLR?@JCRM?QF?PBCBR?@JCSQC
!,4%24!",%3%4&!#40!24)4)/."9(!3(
4MK?IC?QF?PBCBR?@JCGLRM?BGKCLQGMLR?@JC
PCNJGA?RCBMLCTCPWLMBCSQC ALTER
TABLE...SET DIMENSION; AMKK?LB
"fruit_dim"
SET DIMENSION;
ALTER TABLE <table>
MODIFY COLUMN
<column>
<new_data_type>;
#F?LECQRFCB?R?RWNCMD?AMJSKL4FGQA?L
F?TCGKNJGA?RGMLQMLQF?PBGLE?LBNPGK?PWICW
@CF?TGMP3CC !@MSRB?R?RWNCAMLTCPQGML
TQL> ALTER TABLE fact100
MODIFY COLUMN
product_id int;
-MBGDW3AFCK?-MBGDW3AFCK?
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
INSERT INTO
<table>
VALUES ...
)LQCPRQT?JSCQGLRM?R?@JC/LJWSQCRFGQDMPRCQR
GLE$MLMRSQC).3%24ML?NPMBSARGMLQWQRCK
TQL> INSERT INTO "vendor"
VALUES 'helen rose',
'jacob norse',
'eileen ruff',
'manny gates';
UPDATE <table>
... SET ...
[WHERE ...]
5NB?RCQPMUQGL?R?@JCRF?RK?RAFMNRGML?JJW
NPMTGBCBNPCBGA?RCQ0PCBGA?RCQF?TCRFCDMPK
AMJSKLT?JSCAMLLCARCB@WRFC!.$ICWUMPB
3CRQRFCAMJSKLT?JSCQRMRFCQNCAGfCBT?JSCQ
TQL> UPDATE "location"
SET "borough" =
'staten island',
"city" = 'new york'
WHERE "borough" =
'staten isl'
AND city = 'NY';
DELETE FROM
<table> [WHERE...]
$CJCRCQPMUQDPMK?R?@JCRF?RK?RAFMNRGML?JJW
NPMTGBCBNPCBGA?RCQ0PCBGA?RCQF?TCRFCDMPK
AMJSKLT?JSCAMLLCARCB@WRFC!.$ICWUMPB
TQL> DELETE FROM "vendor"
WHERE
"name" = 'Joey Smith'
AND
"vendorid" = '19463';
##MLQMLQRPRP?GLRQ?LBP?GLRQ?LBPCJ?CJ?RGMLQFGNQRGMLQFGNQ
#MLQRP?GLRQ?LBPCJ?RGMLQFGNQGL4FMSEFR3NMR?PCSQCBRMBCfLCRFCPCJ?RGMLQFGNQ@CRUCCLR?@JCQGCFMU
RFCWA?L@CHMGLCB(MUCTCPAMLQRP?GLRQ?PCLMRCLDMPACB?QRFCWUMSJB@CGL?RP?LQ?ARGML?JB?R?@?QC
9MSA?LBCfLCRFCDMJJMUGLEAMLQRP?GLRQUFCLAPC?RGLE?R?@JCUGRF#2%!4%4!",%MP?BBRFCKRM?L
CVGQRGLER?@JCSQGLERFC!$$#/.342!).4QWLR?V
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
02)-!29+%9 $CQGEL?RCQ?SLGOSCLMLLSJJT?JSC?QRFC
NPGK?PWICWDMP?R?@JC4FGQA?L@CMLCAMJ
SKLMP?AMK@GL?RGMLMDAMJSKLQ
)DT?JSCQ?PCLMRSLGOSC?LSNQCPRUGJJ@C
NCPDMPKCBGD?PMUGLAJSBCQ?NPGK?PWICW
RF?RGQ?JPC?BWNPCQCLRGLRFCB?R?
CREATE TABLE "schools" (
"schoolID" varchar(15),
"schoolName" varchar(255),
"schoolCity" varchar(55),
"schoolState" varchar(55),
"schoolNick" varchar(55),
CONSTRAINT
PRIMARY KEY ("schoolID")
) ;
TQL> ALTER TABLE "cart"
ADD CONSTRAINT
PRIMARY KEY ("cart_id");
TQL> ALTER TABLE "cart"
DROP CONSTRAINT
PRIMARY KEY "cart_id";
&/2%)'.+%9 $CfLCQ?PCJ?RGMLQFGNUFCPCRFCT?JSCQGL
RFCR?@JC?PCSQCBRMHMGLRM?QCAMLBR?@JC
5QCQ?LCOS?JGRWMNCP?RMP4FCDMPCGELICW
KSQRK?RAFRFCNPGK?PWICWMDRFCR?@JCRF?R
GQPCDCPCLACBGLLSK@CPAMJSKLRWNC?LB
MPBCPMDAMJSKLQ
7FCLAPC?RGLE?DMPCGELICWEGTCGR?L?KC
9MSA?LPCDCPCLACRFCDMPCGELICWL?KCJ?RCP
GDWMSU?LRRMPCKMTCGR
TQL> ALTER TABLE "batting"
ADD CONSTRAINT "FK_player"
FOREIGN KEY ("playerID")
REFERENCES "players"
("playerID");
TQL> ALTER TABLE "batting"
ADD CONSTRAINT "FK_lg_team"
FOREIGN KEY ("lgID"
,"teamID")
REFERENCES "teams"
("lgID" ,"teamID");
TQL> ALTER TABLE "shipment"
ADD CONSTRAINT
"FK_PO_vendor"
FOREIGN KEY ("po_number",
"vendor")
REFERENCES "orders"
("po_number", "vendor");
TQL> ALTER TABLE "shipment"
DROP CONSTRAINT
"FK_PO_vendor";
2%,!4)/.3()0 $CfLCQ?PCJ?RGMLQFGNUFCPCRFCT?JSCQGL
RFCR?@JCA?L@CSQCBRMHMGLRM?QCAMLB
R?@JCSQGLE?LCOS?JGRWAMLBGRGMLPCOSGPCB
?LBMLCMPKMPCP?LECAMLBGRGMLQMNRGML?J
4FCQCAMLBGRGMLQ?ARJGIC?7(%2%AJ?SQC
UFCLRFCRUMR?@JCQ?PCHMGLCB4FCW?PC?N
NJGCBSQGLE!.$JMEGAQSAFRF?R?JJAMLBG
RGMLQKSQR@CKCRDMP?PMURM@CGLAJSBCB
9MSK?W?BBKSJRGNJCPCJ?RGMLQFGNQ@CRUCCL
R?@JCQ
7FCLAPC?RGLE?PCJ?RGMLQFGNEGTCGR?L?KC
9MSA?LPCDCPCLACRFCPCJ?RGMLQFGNL?KCJ?R
CPGDWMSU?LRRMPCKMTCGR
TQL> ALTER TABLE
"wholesale_buys"
ADD RELATIONSHIP
"REL_fruit"
WITH "retail_sales"
AS "wholesale_buys"."fruit"
= "retail_sales"."fruit"
AND
("wholesale_buys"."date_order"
<
"retail_sales"."date_sold"
AND
"retail_sales"."date_sold"
<
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
"wholesale_buys"."expire_date");
TQL> ALTER TABLE
"wholesale_buys"
DROP RELATIONSHIP
"REL_fruit";
&J?EQ&J?EQ
4FC --query_results_apply_top_row_count <number> g?EA?L@CSQCBUGRF41,RMJGKGRRFCLSK@CP
MDPCQSJRPMUQPCRSPLCB@W?OSCPW&MPCV?KNJC
$ tql --query_results_apply_top_row_count 100
$?$?R?RWNCQR?RWNCQ
4FMSEFR3NMRQSNNMPRQ?QGKNJGfCBJGQRMDB?R?RWNCQ
33WLR?VWLR?V $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
#F?P?ARCP
c 6!2#(!2
L
3NCAGDWRFCK?VGKSKLSK@CP
MDAF?P?ARCPQ?QGL6!2
#(!24FCQGXCJGKGRGQ
'"DMP6!2#(!2T?JSCQ
&JM?RGLENMGLR
c $/5",%
c &,/!4
$/5",%GQPCAMKKCLBCB
"MMJC?L
c "//,
#?L@C true MP false
)LRCECP
c ).4
c ")').4
).4FMJBQ@GRQ
")').4FMJBQ@GRQ
$?RCMPRGKC
c $!4%
c $!4%4)-%
c 4)-%34!-0
c 4)-%
$!4%4)-%4)-%34!-0?LB
4)-%?PCQRMPCB?RRFCEP?LSJ?P
GRWMDQCAMLBQ
4)-%34!-0GQGBCLRGA?JRM
$!4%4)-%@SRGQGLAJSBCBDMP
QWLR?VAMKN?RG@GJGRW
41,PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
44FMSEFR3NMRJM?BCPg?EPFMSEFR3NMRJM?BCPg?EPCDCDCPCPCLACLACC
&MPPCASPPGLEB?R?JM?BQ?LBDMPQAPGNRGLEJM?BQSQCRFC4FMSEFR3NMR,M?BCPRQJM?B4FGQPCDCPCLAC
QCARGMLJGQRQ?JJRFCg?EQRF?RA?L@CSQCBRMKMBGDWRFC@CF?TGMPMDRQJM?B
'CLCP'CLCP?JRQJM?Bg?EQ?JRQJM?Bg?EQ
&J?E&J?E $CQAPGNRGML$CQAPGNRGML .MR.MRCQCQ
--target_database
<database>
3NCAGfCQRFCNPCCVGQRGLER?P
ECRB?R?@?QCGLRMUFGAF
RQJM?BQFMSJBJM?BRFCB?R?
--target_schema <schema> 3NCAGfCQRFCR?PECRQAFCK? $CD?SJRGQaD?JAML=BCD?SJR=QAFCK?b
--target_table <table> 3NCAGfCQRFCR?@JCQRF?RWMS
U?LRRMJM?BGLRMRFCB?R?
@?QC
4FCR?@JCQKSQRCVGQRGLRFCB?R?@?QCQNCAG
fCB@W --target_database
--empty_target 3NCAGfCQRF?R?LWB?R?GLRFC
R?PECRR?@JCGQRM@CPCKMTCB
@CDMPCRFCLCUB?R?GQ
JM?BCB
)DQSNNJGCB?LWPMUQRF?RCVGQRGLRFCR?@JC
QNCAGfCB@W --target_database ?LB
--target table UGJJ@CBCJCRCB@CDMPCRFGQ
B?R?JM?B4MNCPDMPK?LaSNQCPRbMLRFCCVGQR
GLEB?R?MKGRRFGQg?EMPQNCAGDW
--noempty_target
--max_ignored_rows
<number>
3NCAGfCQRFCK?VGKSKLSK
@CPMDPMUQRF?RA?L@CGE
LMPCBGDRFCWD?GJRMJM?B
)DRFCLSK@CPMDGELMPCBPMUQCVACCBQRFGQ
JGKGRRFCJM?BUGJJ@C?@MPRCB
--bad_records_file
<path_to_file>/<file_name>
3NCAGfCQRFCfJCRMSQCDMP
QRMPGLEPMUQRF?RD?GJCBRM
JM?B
)LNSRPMUQRF?RBMLMRAMLDMPKRMRFCBCfLCB
QAFCK?GL4FMSEFR3NMRUGJJ@CGELMPCB?LB
GLQCPRCBGLRMRFGQfJC
--date_format
<date_formatmask>
3NCAGfCQRFCDMPK?RQRPGLE
DMPB?RCT?JSCQ
4FCBCD?SJRDMPK?RGQ yearmonthday CEa$CA
RFb?LBGQPCNPCQCLRCB?Q 20011230
5QCRFCB?RCDMPK?RQNCAGfA?RGMLQQSNNMPRCB
GLRFC QRPNRGKCJG@P?PWDSLARGML
--date_time_format
<date_formatmask>
<time_formatmask>
3NCAGfCQRFCDMPK?RQRPGLE
DMPB?RCRGKCT?JSCQ
4FCBCD?SJRGQWC?PKMLRFB?WFMSPKGLSRCQCA
MLBCE$CARF?LBGQPCNPC
QCLRCB?Q5QCRFCB?RCRGKC
DMPK?RQNCAGfA?RGMLQQSNNMPRCBGLRFC QRPN
RGKCJG@P?PWDSLARGML
--time_format
<time_formatmask>
3NCAGfCQRFCDMPK?RQRPGLE
DMPRGKCT?JSCQ
4FCBCD?SJRGQFMSPKGLSRCQCAMLB5QCRFC
RGKCDMPK?RQNCAGfA?RGMLQQSNNMPRCBGLRFC
QRPNRGKCJG@P?PWDSLARGML
--v=[0|1|2|3 3NCAGfCQRFCTCP@MQGRWMDJME
KCQQ?ECQ
0PMTGBC?T?JSCDMPTCP@MQGRWJCTCJ"WBCD?SJR
TCP@MQGRWGQQCRRMRFCKGLGKSKUFGAFGQ
4FGQT?JSCGQQGKGJ?PRM?TMJSKCAMLRPMJ!R
FGEFCPJCTCJQWMSPJMEPCACGTCQKMPCKCQQ?ECQ
?LBRF?RJMEKMPCDPCOSCLRJW4FGQGQSQCBDMP
4FMSEFR3NMRJM?BCPg?EPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&J?E&J?E $CQAPGNRGML$CQAPGNRGML .MR.MRCQCQ
BC@SEEGLE9MSQFMSJBLMRAF?LECRFGQT?JSC
SLJCQQGLQRPSARCB@W4FMSEFR3NMR3SNNMPR
--skip_second_fraction 3IGNQDP?ARGML?JQCAMLBQ
UFCLJM?BGLEB?R?
)DQSNNJGCBRFCSNQCPRQJMEGAK?W@C?eCARCB
CQNCAG?JJWGDRFCB?RCRGKC@CGLEJM?BCBGQ?
NPGK?PWICW?LBRFCB?R?F?QKGJJGQCAMLB
EP?LSJ?PGRW,M?BRFCB?R?RUGACMLAC?Q?
QRPGLEUGRF?NPGK?PWICW?LB?E?GLUGRFQCA
MLBEP?LSJ?PGRWB?RCRGKC4FCPCGQLMQSNNMPR
RMQRMPCDP?ARGML?JQCAMLBQGLRFC
4FMSEFR3NMRQWQRCK
&GJCJM?BGLERQJM?Bg?EQ&GJCJM?BGLERQJM?Bg?EQ
4FCDMJJMUGLEg?EQ?PCSQCBUFCLJM?BGLEB?R?DPMK?LGLNSRfJC
&J?E&J?E $CQAPGNRGML$CQAPGNRGML .MR.MRCQCQ
--source_file
<path_to_file>/<file_name>
3NCAGfCQRFCJMA?RGMLMDRFC
fJCRM@CJM?BCB
--source_data_format
[csv|delimited]
3NCAGfCQRFCB?R?fJCDMPK?R /NRGML?J4FCBCD?SJRGQAQT
--field_separator
"<delimiter>"
3NCAGfCQRFCfCJBBCJGKGRCP
SQCBGLRFCGLNSRfJC
--
trailing_field_separator
3NCAGfCQRF?RRFCfCJBQCN?
P?RMP?NNC?PQ?DRCPCTCPW
fCJBGLAJSBGLERFCJ?QRfCJB
NCPPMU
%V?KNJCPMUUGRFRP?GJGLEfCJBQCN?P?RMP
?@A4FCBCD?SJRGQD?JQC
--null_value
"<null_representation>"
3NCAGfCQFMULSJJT?JSCQ?PC
PCNPCQCLRCBGLRFCGLNSRfJC
4FCQCT?JSCQUGJJ@CAMLTCPRCBRM.5,,SNML
JM?BGLE
--date_converted_to_epoch
[true|false]
3NCAGfCQUFCRFCPRFCaB?RCb
MPaB?RCRGKCbT?JSCQGLRFCGL
NSRfJC?PCPCNPCQCLRCB?Q
CNMAFT?JSCQ
--boolean_representation
[true_false | 1_0 | T_F |
Y_N]
3NCAGfCQRFCDMPK?RGLUFGAF
@MMJC?LT?JSCQ?PCPCNPCQCLR
CBGLRFCGLNSRfJC
4FCBCD?SJRGQ4=&9MSA?L?JQMSQCRFGQg?E
RMQNCAGDWMRFCPT?JSCQ&MPCV?KNJCGDWMSP
B?R?SQCB9DMPRPSC?LB.5,,DMPD?JQCWMS
AMSJBQNCAGDW--boolean_representation
Y_NULL
--has_header_row )LBGA?RCQRF?RRFCGLNSRfJC
AMLR?GLQ?FC?BCPPMU
)DQSNNJGCBRFCfPQRPMUMDRFCfJCGQGELMPCB)D
LMRQSNNJGCBRFCfPQRPMUMDRFCfJCGQJM?BCB
?QB?R?
--escape_character
"<character>"
3NCAGfCQRFCCQA?NCAF?P?A
RCPSQCBGLRFCGLNSRfJC
)DLMT?JSCGQQNCAGfCBRFCBCD?SJRGQaBMS@JC
OSMRCQ
--enclosing_character
"<character>"
3NCAGfCQRFCCLAJMQGLEAF?P
?ARCPSQCBGLRFCGLNSRfJC
)DRFCCLAJMQGLEAF?P?ARCPGQBMS@JCOSMRCQ
WMSLCCBRMCQA?NCGR?QGLRFGQCV?KNJC
4FMSEFR3NMRJM?BCPg?EPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&J?E&J?E $CQAPGNRGML$CQAPGNRGML .MR.MRCQCQ
--enclosing_character "\""
--use_bit_boolean_values
= [true | false]
3NCAGfCQFMU@MMJC?LT?JSCQ
?PCPCNPCQCLRCBGLRFCGLNSR
fJC
)DQSNNJGCBRFCGLNSR#36fJCSQCQ?@GRDMP
@MMJC?LT?JSCQGCRFCD?JQCT?JSCGQPCNPC
QCLRCB?QV?LBRPSC?QV)DMKGRRCBMP
QCRRMD?JQC@MMJC?LT?JSCQ?PC?QQSKCBRM@C
4=&SLJCQQWMSQNCAGDWQMKCRFGLECJQCSQGLE
RFCg?E --boolean_representation
[true_false | 1_0 | T_F | Y_N]
4FMSEFR3NMRJM?BCPg?EPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
RQAJGARQAJGAMKK?LBPMKK?LBPCDCDCPCPCLACLACC
4FC tscli AMKK?LBJGLCGLRCPD?ACGQ?L?BKGLGQRP?RGMLGLRCPD?ACDMPRFC4FMSEFR3NMRGLQR?LAC5QC tscli
RMR?ICQL?NQFMRQ@?AISNQMDB?R??NNJWSNB?RCQQRMN?LBQR?PRRFCQCPTGACQ?LBTGCUGLDMPK?RGML
?@MSRRFCQWQRCK4FGQPCDCPCLACBCfLCQC?AFQS@AMKK?LB?LBUF?RWMSA?L?AAMKNJGQFUGRFGR
4FCAMKK?LBPCRSPLQSNMLQSAACQQ?LB?LMLXCPMCVGRAMBCSNMLD?GJSPC"CA?SQCRFC tscli
AMKK?LBGQRWNGA?JJWPSLLGLE?AMKK?LBMLKSJRGNJCAMBCQ?LCPPMPK?W@CA?JJCB?RBGeCPCLRNMGLRQ!Q
KSAF?QNMQQG@JCRFCAMKK?LB?RRCKNRQRMQ?TCCPPMPQRMRFC stderr BGPCARMPW?QAMLfESPCBML?LMBC
(M(MURURMSQCRFCRQAJGAMSQCRFCRQAJGAMKK?LBMKK?LB
4FC tscli AMKK?LBF?QRFCDMJJMUGLEQWLR?V
tscli [-h] [--helpfull] [--verbose] [--noautoconfig]
[--autoconfig] [--yes] [--cluster <cluster>]
[--zoo <zookeeper>] [--username username] [--identity_file identity_file]
{alert,backup,backup-policy,callhome,cluster,command,dr-mirror,etl,event,
feature,fileserver,firewall,hdfs,ldap,logs,map-tiles,monitoring,nas,node,
os,saml,scheduled-pinboards,smtp,snapshot,snapshot-policy,spot,ssl,storage,
support}
4FC tscli AMKK?LBF?QQCTCP?JQS@AMKK?LBQQSAF?Q alertbackup?LBQMDMPRF9MSGQQSC?
QS@AMKK?LBSQGLERFCDMJJMUGLEDMPK?R
tscli [subcommand ]
3S@AMKK?LBQF?TCRFCGPMUL?BBGRGML?JMNRGMLQ?LB?ARGMLQQSAF?Q tscli backup create MP tscli
backup delete DMPCV?KNJC4MTGCUFCJNDMP?QS@AMKK?LB
tscli [subcommand] -h
!QS@AMKK?LBGRQCJDK?WF?TCQCTCP?JMNRGMLQ
RQAJGQS@ARQAJGQS@AMKK?LBQMKK?LBQ
4FGQQCARGMLJGQRQC?AFQS@AMKK?LB?LBGRQQWLR?V
?JCPRQS@AMKK?LB
tscli alert [-h] {count,info,list,off,on,refresh,silence,status,unsilence}
5QCRFGQQS@AMKK?LBRMBMRFCDMJJMUGLE
ctscli alert info ,GQRQ?JJ?JCPRQ
ctscli alert list ,GQRQRFCECLCP?RCB?JCPRQ
ctscli alert off $GQ?@JCQ?JJ?JCPRQDPMKRFCAJSQRCP
ctscli alert on %L?@JCQ?JCPRQDPMKRFCAJSQRCP
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
ctscli alert silence --name <alert_name>
3GJCLACQRFC?JCPRUGRF alert_name&MPCV?KNJC$)3+=%22/23GJCLACB?JCPRQ?PCQRGJJPCAMPBCB
GLNMQREPCQFMUCTCPCK?GJQ?PCLMRQCLRMSR
ctscli alert status 3FMUQRFCQR?RSQMDAJSQRCP?JCPRQ
ctscli alert unsilence-name alert_name
5LQGJCLACQRFC?JCPRUGRF *?JCPR=L?KC*&MPCV?KNJC DISK_ERROR
@?AISNQS@AMKK?LB
tscli backup [-h] {create,delete,ls,restore}
5QCRFGQQS@AMKK?LBRMBMRFCDMJJMUGLE
ctscli backup create [-h] [--mode {full,light,dataless}] [--type
{full,incremental}] [--base BASE] [--storage_type {local,nas}] [--remote] name
out
0SJJQ?QL?NQFMR?LBQ?TCQGR?Q?@?AISNUFCPC
◦--mode {full,light,dataless}
-MBCMD@?AISNQ4MSLBCPQR?LBRFCQCBGePCLRKMBCQQCC 5LBCPQR?LB@?AISNKMBCQ
◦--type {full,incremental} 4WNCMD@?AISN)LAPCKCLR?J incremental GQLMR
GKNJCKCLRCBWCRBCD?SJRDSJJ
◦--base BASE
"?QCBQL?NQFMRL?KCDMPGLAPCKCLR?J@?AISN.MR)KNJCKCLRCBWCRBCD?SJR.MLC
◦--storage_type {local,nas}
3RMP?ECRWNCMDMSRNSRBGPCARMPWBCD?SJRJMA?J
◦--remote
4?IC@?AISNRFPMSEFMPGMLK?QRCPBCD?SJR4PSC
ctscli backup delete *L?KC*$CJCRCQRFCL?KCB@?AISN
ctscli backup ls ,GQR?JJ@?AISNQR?ICL@WRFCQWQRCK
ctscli backup restore 2CQRMPCAJSQRCPSQGLE@?AISN
@?AISNNMJGAW
tscli backup-policy [-h] {create,delete,disable,enable,ls,show,status,update}
5QCRFGQQS@AMKK?LBRMBMRFCDMJJMUGLE
ctscli backup-policy create 0PMKNRQ?LCBGRMPDMPWMSRMCBGRRFCN?P?KCRCPQMDRFC@?AISN
NMJGAW
ctscli backup-policy delete name $CJCRCQRFC@?AISNNMJGAWUGRF name
ctscli backup-policy disable name $GQ?@JCQRFCNMJGAW name
ctscli backup-policy enable name %L?@JCQRFCNMJGAW name
ctscli backup-policy ls ,GQR@?AISNNMJGAGCQ
ctscli backup-policy show name 3FMURFCNMJGAW name
ctscli backup-policy status name %L?@JCQRFCNMJGAW name
ctscli backup-policy update *L?KC*0PMKNRQ?LCBGRMPDMPWMSRMCBGRRFCNMJGAW name
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
A?JJFMKC
tscli callhome [-h] {disable,enable,generate-bundle}
5QCRFGQQS@AMKK?LBRMBMRFCDMJJMUGLE
ctscli callhome disable 4SPLQMeRFCNCPGMBGAA?JJFMKCDC?RSPC
ctscli callhome enable --customer_name customer_name>
%L?@JCQRFCaA?JJFMKCbDC?RSPCUFGAFQCLBQSQ?ECQR?RGQRGAQRM4FMSEFR3NMR3SNNMPRCTCPWQGV
FMSPQTG?RFCQCASPCfJCQCPTCP"CDMPCSQGLERFGQAMKK?LBDMPRFCfPQRRGKCWMSLCCBRMQCRSN
RFCfJCQCPTCPAMLLCARGMLSQGLE tscli fileserver configure
4FCN?P?KCRCP customer_name R?ICQRFCDMPK Shared/*`customer_name`*/stats
ctscli callhome generate-bundle ^B directory --since DAYS
◦--d D $CQRDMJBCPUFCPCR?PfJCUGJJ@CAPC?RCBBCD?SJR.MLC
◦--since DAYS
'P?@A?JJFMKCB?R?DPMKRFGQRGKCUGLBMUGLRFCN?QR3FMSJB@C?FSK?LPC?B?@JC
BSP?RGMLQRPGLECE 4h FMSPQ 30m KGLSRCQ 1d B?WBCD?SJR.MLC
'CLCP?RCQ?R?PfJCMDRFCAJSQRCPKCRPGAQ?LBUPGRCQGRRMRFCQNCAGfCBBGPCARMPWUFCPC
DAYS GQFMUD?P@?AIWMS`BJGICRMECLCP?RCRFCR?PfJCDPMKGLB?WQ&MPCV?KNJC30)D
RFGQN?P?KCRCPGQLMRQNCAGfCBRFCAMKK?LBUGJJAMJJCARRFCQR?RQDPMKRFCJ?QR 7B?WQ
@WBCD?SJR
AJSQRCP
tscli cluster [-h]
{abort-reinstall-os,check,create,get-config,load,reinstall-os,report,restore,resume-rei
nstall-os,resume-update,set-config,set-min-resource-spec,show-resource-spec,start,statu
s,stop,update,update-hadoop}
5QCRFGQQS@AMKK?LBRMBMRFCDMJJMUGLE
ctscli cluster abort-reinstall-os !@MPRGLNPMEPCQQPCGLQR?JJ
ctscli cluster check --includes {all,disk,zookeeper,hdfs,orion-cgroups,orion-
oreo} AFCAIRFCQR?RSQLMBCQGLRFCAJSQRCP
9MSKSQRQNCAGDW?AMKNMLCLRRMAFCAI
ctscli cluster create release
#PC?RCQ?LCUAJSQRCPDPMKRFCPCJC?QCfJCQNCAGfCB@W *PCJC?QC*4FGQAMKK?LBGQSQCB@W
4FMSEFR3NMR3SNNMPRUFCLGLQR?JJGLE?LCUAJSQRCPDMPCV?KNJC tscli cluster create
2.0.4.tar.gz
ctscli cluster get-config 'CRASPPCLRAJSQRCPLCRUMPI?LBRGKCAMLfESP?RGML0PGLRQ*3/.
AMLfESP?RGMLRMQRBMSR)DDMPQMKCPC?QMLRFCQWQRCKA?LLMR@CAMLLCARCBRM?JJGLRCPD?ACQRFC
AMKK?LBPCRSPLQ?LCPPMP@SRAMLRGLSCQRMDSLARGML
ctscli cluster load ,M?BQR?RCDPMKEGTCL@?AISNMLRMCVGQRGLEAJSQRCP
ctscli cluster reinstall-os 2CGLQR?JJ/3ML?JJLMBCQMDRFCAJSQRCP
ctscli cluster report 'CLCP?RCAJSQRCPPCNMPR
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
ctscli cluster restore --release release_tarball backupdir>
2CQRMPCQ?AJSQRCPSQGLERFC@?AISNGLRFCQNCAGfCBBGPCARMPW backupdir)DWMS`PCPCQRMPGLEDPMK
?B?R?JCQQ@?AISNWMSKSQRQSNNJWRFCPCJC?QCR?P@?JJDMPRFCAMPPCQNMLBGLEQMDRU?PCPCJC?QC
ctscli cluster resume-reinstall-os 2CQSKCGLNPMEPCQQPCGLQR?JJ
ctscli cluster resume-update 2CQSKCGLNPMEPCQQSNB?RCQ
ctscli cluster set-config 3CRAJSQRCPLCRUMPI?LBRGKCAMLfESP?RGML4?ICQ*3/.
AMLfESP?RGMLDPMKQRBGL
ctscli cluster set-min-resource-spec 3CRQKGLPCQMSPACAMLfESP?RGMLMDRFCAJSQRCP
ctscli cluster show-resource-spec 0PGLRQBCD?SJRMPKGL
ctscli cluster start 3R?PRAJSQRCP
ctscli cluster status 'GTCQRFCQR?RSQMDRFCAJSQRCPGLAJSBGLEPCJC?QCLSK@CPB?RCJ?QR
SNB?RCBLSK@CPMDLMBCQNCLBGLER?@JCQRGKC?LBQCPTGACQQR?RSQ
ctscli cluster stop 0?SQCQRFCAJSQRCP@SRBMCQLMRQRMNQRMP?ECQCPTGACQ
ctscli cluster update 5NB?RCCVGQRGLEAJSQRCP
ctscli cluster update-hadoop 5NB?RCQ(?BMMN:MMICCNCPMLRFCAJSQRCP
AMKK?LB
tscli command [-h] {run}
#MKK?LBRMPSL?AMKK?LBML?JJLMBCQ
tscli command run [-h] [--nodes NODES] --dest_dir DEST_DIR [--copyfirst COPYFIRST] [--
timeout TIMEOUT]command
c--nodes NODES 3N?ACQCN?P?RCB)0QMDLMBCQUFCPCWMSU?LRRMPSLRFCAMKK?LBBCD?SJR
all
c--dest_dir DEST_DIR $GPCARMPWRMQ?TCRFCfJCQAMLR?GLGLEMSRNSRDPMKC?AFLMBCQBCD?SJR
.MLC
c--copyfirst COPYFIRST #MNWRFCCVCASR?@JCRMPCOSGPCBLMBCQfPQRBCD?SJR False
c--timeout TIMEOUT 4GKCMSRU?GRGLEDMPRFCAMKK?LBRMfLGQFBCD?SJR 60
BPKGPPMP
tscli dr-mirror [-h] {start,status,stop}
ctscli dr-mirror start 3R?PRQ?KGPPMPAJSQRCPUFGAFUGJJAMLRGLSMSQJWPCAMTCPDPMK?NPGK?PW
AJSQRCP
ctscli dr-mirror status #FCAIQUFCRFCPRFCASPPCLRAJSQRCPGQPSLLGLEGLKGPPMPKMBC
ctscli dr-mirror stop 3RMNQKGPPMPGLEMLRFCJMA?JAJSQRCP
CLRGRW
tscli entity [-h] {pack} ...
#PC?RCQ?QCPG?JGXCBB?R?JCQQM@HCARfJCDMPRCQRGLERPMS@JCQFMMRGLEMPKGEP?RGML9MSA?LSQCRFGQ
AMKK?LBUGRF?LQUCPNGL@M?PBMP?EEPCE?RCBSL?EEPCE?RCBUMPIQFCCRM@HCARQ
ctscli entity pack [-h] --id ID [--outdir FULLPATHNAME] 0?AIQM@HCARKCR?B?R??LB
QAFCK?GLRM?fJC0?AICBfJCL?KCQF?TCRFCDMPK?R888999UFCPC888GQMNRGML?J
?PESKCLRQ
◦--id ID 4FCPCOSGPCB ID MDRFCM@HCARRMN?AI)$Q?PCDMSLBGLRFLC52,MD?L
?LQUCPNGL@M?PBMP?EEPCE?RCBSL?EEPCE?RCBUMPIQFCCR&MPCV?KNJCRFC)$DMP?
NGL@M?PB http://thoughtspot.com:8088/#/pinboard/
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
061457a2-27bc-43a9-9754-0cd873691bf0/ GQ
061457a2-27bc-43a9-9754-0cd873691bf0
◦--outdir FULLPATHNAME $GPCARMPWUFCPCRFCAMKK?LBNJ?ACQRFCN?AICBM@HCAR
CRJ
tscli etl [-h] {change-password,disable-lw,download-agent,enable-lw,show-lw}
ctscli etl change-password --admin_username admin_user --username
Informatica_user>
#F?LECQRFC)LDMPK?RGA?#JMSB?AAMSLRN?QQUMPBSQCB@W4FMSEFR3NMR$?R?#MLLCAR
2COSGPCBN?P?KCRCPQ?PC
◦--admin_username admin_user QNCAGfCQRFC!BKGLGQRP?RMPSQCPL?KCDMP
4FMSEFR3NMR
◦--username Informatica_user QNCAGfCQRFCSQCPL?KCDMPRFC)LDMPK?RGA?#JMSB
ctscli etl disable-lw $GQ?@JCQ4FMSEFR3NMR$?R?#MLLCAR
ctscli etl download-agent $MULJM?BQRFC4FMSEFR3NMR$?R?#MLLCAR?ECLRRMRFCAJSQRCP
ctscli etl enable-lw [-h] --username USERNAME --thoughtspot_url THOUGHTSPOT_URL --
admin_username ADMIN_USERNAME [--groupname GROUPNAME] --org_id ORG_ID [--pin_to
PIN_TO] [--proxy_host PROXY_HOST] [--proxy_port PROXY_PORT] [--proxy_username
PROXY_USERNAME ] [--max_wait MAX_WAIT]
9MSQFMSJBAMLR?AR4FMSEFR3NMR3SNNMPRDMP?QQGQR?LACGLQCRRGLERFGQSN2COSGPCBN?P?KCRCPQ
?PC
◦--username USERNAME 5QCPL?KCDMP)LDMPK?RGA?#JMSBBCD?SJR.MLC
◦--thoughtspot_url THOUGHTSPOT_URL 52,RMPC?AFRFMSEFRQNMRBCD?SJR.MLC
◦--admin_username ADMIN_USERNAME !BKGLSQCPL?KCDMP4FMSEFR3NMRBCD?SJR
.MLC
◦--groupname GROUPNAME
◦--org_id ORG_ID QNCAGfCQRFC)LDMPK?RGA? id MDRFCMPE?LGX?RGMLAMKN?LW&MP
4FMSEFR3NMRRFGQGQ 001ZFAorg_id QFMSJBL`RGLAJSBCRFCNPCfV Org&MPCV?KNJCGD
ML)LDMPK?RGA?AJMSBRFC orgid GQ Org003XYZRFCLSQCMLJW
◦--pin_to PIN_TO QNCAGfCQRFC)0?BBPCQQRMNGLRM)DWMSQNCAGDW?L)0RMNGLRMRF?R
LMBC@CAMKCQQRGAIWRMRFC)LDMPK?RGA??ECLR?LBUGJJ?JU?WQ@CSQCB$CD?SJRQRMRFC
NS@JGA)0?BBPCQQMDRFCJMA?JFMQRUFCPCRFGQAMKK?LBU?QPSL
◦--proxy_host PROXY_HOST 0PMVWQCPTCPFMQRDMPLCRUMPI?AACQQBCD?SJR
◦--proxy_port PROXY_PORT 0PMVWQCPTCPNMPRBCD?SJR
◦--proxy_username PROXY_USERNAME 0PMVWQCPTCPSQCPL?KCBCD?SJR
◦--max_wait MAX_WAIT -?VGKSKRGKCGLQCAMLBQRMU?GRDMP$?R?#MLLCAR?ECLRRM
QR?PRBCD?SJR.MLC
ctscli etl show-lw 3FMUQRFCQR?RSQMD4FMSEFR3NMR$?R?#MLLCAR)R?JQMPCRSPLQRFC
)LDMPK?RGA?SQCPL?KC?LB/PE)B
CTCLR
tscli event [-h] {list}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
tscli event list [-h] [--include INCLUDE] [--since SINCE] [--from FROM] [--to TO] [--
limit LIMIT] [--detail] [--summary_contains SUMMARY_CONTAINS] [--detail_contains
DETAIL_CONTAINS] [--attributes ATTRIBUTES]
c--include INCLUDE /NRGMLQ?PC?JJAMLfELMRGfA?RGML$CD?SJRAMLfEBCD?SJRAMLfE
c--since SINCE 'P?@CTCLRQDPMKRFGQRGKCUGLBMUGLRFCN?QR3FMSJB@C?FSK?LPC?B?@JC
BSP?RGMLQRPGLECE 4h FMSPQ 30m KGLSRCQ 1d B?WBCD?SJR.MLC
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
c--from FROM "CEGLRGKCQR?KNKSQR@CMDRFCDMPK yyyymmdd-HH:MM BCD?SJR.MLC
c--to TO %LBRGKCQR?KNKSQR@CMDRFCDMPK yyyymmdd-HH:MM BCD?SJR.MLC
c--limit LIMIT -?VLSK@CPMDCTCLRQRMDCRAFBCD?SJR
c--detail 0PGLRCTCLRQGLBCR?GJDMPK?R4FGQGQLMRR?@SJ?P$CD?SJRGQ?R?@SJ?PQSKK?PWBCD?SJR
&?JQC
c--summary_contains SUMMARY_CONTAINS 3SKK?PWMDRFCCTCLRUGJJ@CAFCAICBDMPRFGQQRPGLE
-SJRGNJCQRPGLEQRMAFCAIDMPA?L@CQNCAGfCB@WQCN?P?RGLERFCKUGRF |CTCLRPCRSPLCBGDGR
K?RAFCQ!,,0SRQGLEJCOSMRCQ?PMSLBRFCN?P?KT?JSCRMNPCTCLRSLBCQGPCBEJM@CVN?LQGML
BCD?SJR.MLC
c--detail_contains DETAIL_CONTAINS $CR?GJQMDRFCCTCLRUGJJ@CAFCAICBDMPRFGQQRPGLE
-SJRGNJCQRPGLEQRMAFCAIDMPA?L@CQNCAGfCB@WQCN?P?RGLERFCKUGRF |CTCLRPCRSPLCBGDGR
K?RAFCQ!,,0SRQGLEJCOSMRCQ?PMSLBRFCN?P?KT?JSCRMNPCTCLRSLBCQGPCBEJM@CVN?LQGML
BCD?SJR.MLC
c--attributes ATTRIBUTES 3NCAGDW?RRPG@SRCQRMK?RAF?QICWT?JSC-SJRGNJC?RRPG@SRCQRM
AFCAIDMPA?L@CQNCAGfCB@WQCN?P?RGLERFCKUGRF |CTCLRPCRSPLCBGDGRK?RAFCQ!,,0SR
QGLEJCOSMRCQ?PMSLBRFCN?P?KT?JSCRMNPCTCLRSLBCQGPCBEJM@CVN?LQGMLBCD?SJR.MLC
DC?RSPC
tscli feature [-h] {get-all-config}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
tscli feature get-all-config 'CRQRFCAMLfESPCBDC?RSPCQGL?AJSQRCP4FCAMKK?LBUGJJPCRSPL?JGQR
MDDC?RSPCQQSAF?QASQRMK@P?LBGLE$?R?#MLLCAR?LBA?JJFMKC?LBRCJJWMSUFCRFCPRFCW?PCCL?@JCB
MPBGQ?@JCB
fJCQCPTCP
tscli fileserver [-h] {configure,download-release,purge-config,show-config,upload}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli fileserver configure [-h] --user USER [--password PASSWORD ]#MLfESPCQRFC
QCASPCfJCQCPTCPSQCPL?KC?LBN?QQUMPBDMPfJCSNJM?BBMULJM?B?LBRFCA?JJFMKCDC?RSPC
9MSMLJWLCCBRMGQQSCRFGQAMKK?LBMLACRMQCRSNRFCAMLLCARGMLRMRFCQCASPCfJCQCPTCP
9MSMLJWLCCBRMPCGQQSCRFGQAMKK?LBGDRFCN?QQUMPBAF?LECQ4FCN?P?KCRCP PASSWORD GQ
MNRGML?J)D?N?QQUMPBGQLMRQNCAGfCBWMSUGJJ@CNPMKNRCBRMCLRCPGR
ctscli fileserver download-release [-h] [--user USER] [--password PASSWORD]
release $MULJM?BQRFCQNCAGfCBPCJC?QCfJC?LBGRQAFCAIQSK3NCAGDWRFCPCJC?QC@WLSK@CP
RMRFCQCAMLBBCAGK?JNMGLRCECRA9MSK?WMNRGML?JJWQNCAGDWRFC --user ?LB --
password RM@WN?QQRFCAPCBCLRG?JQRF?RUCPCQNCAGfCBUFCLAMLfESPGLERFCfJCQCPTCP
AMLLCARGMLUGRF tscli fileserver configure"CDMPCSQGLERFGQAMKK?LBDMPRFCfPQRRGKC
WMSLCCBRMQCRSNRFCfJCQCPTCPAMLLCARGMLSQGLE tscli fileserver configure
ctscli fileserver purge-config 2CKMTCQRFCfJCQCPTCPAMLfESP?RGML
ctscli fileserver show-config 3FMUQRFCfJCQCPTCPAMLfESP?RGML
ctscli fileserver upload [-h] [--user USER] [--password PASSWORD] --file_name
FILE_NAME*
^QCPTCP=BGP=N?RF
*
3%26%2=$)2=0!4(>
5NJM?BQRFCfJCQNCAGfCBRMRFCBGPCARMPWQNCAGfCBMLRFCQCASPCfJCQCPTCP9MSK?WMNRGML?JJW
QNCAGDWRFC --user ?LB --password RM@WN?QQRFCAPCBCLRG?JQRF?RUCPCQNCAGfCBUFCL
AMLfESPGLERFCfJCQCPTCPAMLLCARGMLUGRF tscli fileserver configure"CDMPCSQGLERFGQ
AMKK?LBDMPRFCfPQRRGKCWMSLCCBRMQCRSNRFCfJCQCPTCPAMLLCARGMLSQGLE tscli
fileserver configure
!AACNRQRFCQCg?EQ
◦--user USER 5QCPL?KCMDfJCQCPTCPBCD?SJR.MLC
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
◦--password PASSWORD 0?QQUMPBMDfJCQCPTCPBCD?SJR.MLC4FGQGQPCOSGPCB?LBRFC
AMKK?LBNPMKNRQWMSDMPGRGDWMSBMLMRQSNNJWGR
◦--file_name FILE_NAME ,MA?JfJCRF?RLCCBQRM@CSNJM?BCBBCD?SJR.MLC
◦--server_dir_path SERVER_DIR_PATH $GPCARMPWN?RFMLfJCQCPTCPBCD?SJR.MLC
4FC SERVER_DIR_PATH N?P?KCRCPQNCAGfCQRFCBGPCARMPWRMUFGAFWMSU?LRRMSNJM?B
RFCfJC)RGQ@?QCBMLWMSPASQRMKCPL?KC?LBR?ICQRFCDMPK /Shared/
support/*ASQRMKCP=L?KC*
fPCU?JJ
tscli firewall [-h] {close-ports,disable,enable,open-ports,status}
ctscli firewall close-ports
#JMQCQEGTCLNMPRQRFPMSEFfPCU?JJML?JJLMBCQ4?ICQ?JGQRMDNMPRQRMAJMQCAMKK?QCN?P?RCB
/LJWAJMQCQNMPRQUFGAFUCPCNPCTGMSQJWMNCLCBSQGLEaMNCLNMPRQb)ELMPCQNMPRQUFGAFUCPC
LMRNPCTGMSQJWMNCLCBUGRFaMNCLNMPRQbMPUCPC?JPC?BWAJMQCB
ctscli firewall disable $GQ?@JCfPCU?JJ
ctscli firewall enable %L?@JCfPCU?JJ
ctscli firewall open-ports *NMPRQ*
/NCLQEGTCLNMPRQRFPMSEFfPCU?JJML?JJLMBCQ4?ICQ?JGQRMDNMPRQRMMNCLAMKK?QCN?P?RCB
)ELMPCQNMPRQUFGAF?PC?JPC?BWMNCL3MKCCQQCLRG?JNMPRQ?PC?JU?WQICNRMNCLCE sshRFCW
?PCLMR?eCARCB@WRFGQAMKK?LBMP@W close-ports
ctscli firewall status 3FMUQUFCRFCPfPCU?JJGQASPPCLRJWCL?@JCBMPBGQ?@JCB
FBDQ
tscli hdfs [-h] {leave-safemode}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
tscli hdfs leave-safemode #MKK?LBRMECR($&3L?KCLMBCQMSRMDQ?DCKMBC
JB?N
tscli ldap [-h] {add-cert,configure,purge-configuration}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli ldap add-cert name certificate
!BBQ?L33,ACPRGfA?RCDMP,$!05QCMLJWGD,$!0F?Q@CCLAMLfESPCBUGRFMSR33,?LBWMS
UGQFRM?BBGR5QC *L?KC*RMQSNNJW?L?JG?QDMPRFCACPRGfA?RCWMS?PCGLQR?JJGLE
ctscli ldap configure
#MLfESPCQ,$!0SQGLE?LGLRCP?ARGTCQAPGNR9MSA?LQCCBCR?GJCBGLQRPSARGMLQDMPQCRRGLESN
,$!0GL !@MSR,$!0GLRCEP?RGML
ctscli ldap purge-configuration 0SPECQPCKMTCQ?LWCVGQRGLE,$!0AMLfESP?RGML
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
JMEQ
tscli logs [-h] {collect,runcmd}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli logs collect [-h] [--include INCLUDE] [--exclude EXCLUDE] [--since SINCE]
[--from FROM] [--to TO] [--out OUT] [--maxsize MAXSIZE] [--sizeonly] [--nodes
NODES<
%VRP?ARQJMEQDPMKRFCAJSQRCP$MCQLMRGLAJSBC?LWJMEQRF?RF?TC@CCLBCJCRCBBSCRMJME
PMR?RGML
4FCQCN?P?KCRCPQF?TCRFCDMJJMUGLET?JSCQ
◦--include INCLUDE
3NCAGfCQ?AMKK?QCN?P?RCBJGQRMDJMEQRMGLAJSBC%?AFCLRPWGQCGRFCP?aQCJCARMPbMP
?EJM@DMPK?RAFGLEfJCQ3CJCARMPQKSQR@C?KMLE allorionsystemts!LWRFGLE
QR?PRGLEUGRF /GQ?QQSKCBRM@C?EJM@N?RRCPL?LBGLRCPNPCRCBTG? find(1)/RFCP
CLRPGCQ?PCGELMPCB0SRQGLEJCOSMRCQ?PMSLBRFCN?P?KT?JSCRMNPCTCLRSLBCQGPCB
EJM@CVN?LQGMLBCD?SJR all
◦--exclude EXCLUDE
#MKK?QCN?P?RCBJGQRMDJMEQRMCVAJSBC!NNJGCQRMRFCJGQRQCJCARCB@W^GLAJSBC
0?P?KQ?PCGLRCPNPCRCBHSQRJGICGL^GLAJSBCBCD?SJR.MLC
◦--since SINCE
'P?@JMEQDPMKRFGQRGKCUGLBMUGLRFCN?QR3FMSJB@C?FSK?LPC?B?@JCBSP?RGML
QRPGLECEFFMSPQKKGLSRCQBB?WBCD?SJR.MLC
◦--from FROM 4GKCQR?KNUFCPCAMJJCARGML@CEGLQKSQR@CMDRFCDMPK yyyymmdd-
HH:MM BCD?SJR.MLC
◦--to TO 4GKCQR?KNUFCPCAMJJCARGMLCLBQKSQR@CMDRFCDMPK yyyymmdd-HH:MM
BCD?SJR.MLC
◦--out OUT 4?P@?JJN?RFDMPBSKNGLEJMEQDPMKC?AFLMBCBCD?SJR /tmp/
logs.tar.gz
◦--maxsize MAXSIZE /LJWDCRAFJMEQGDQGXCGQQK?JJCPRF?RRFGQT?JSC#?L@CQNCAGfCB
GLKCE?@WRCQEGE?@WRCQCE-"'"BCD?SJR.MLC
◦--sizeonly $MLMRAMJJCARJMEQ*SQRPCNMPRRFCQGXCBCD?SJR&?JQC
◦--nodes NODES #MKK?QCN?P?RCBJGQRMDLMBCQDPMKUFCPCRMAMJJCARJMEQ3IGNRFGQRM
SQC?JJLMBCQBCD?SJR.MLC
ctscli logs runcmd [-h] --cmd CMD [--include INCLUDE] [--exclude EXCLUDE] [--
since SINCE] [--from FROM] [--to TO] [--outfile OUTFILE] [--outdir OUTDIR] [--
cmd_infmt CMD_INFMT] [--cmd_outfmt CMD_OUTFMT] [--nodes NODES]
2SLQ?5LGVAMKK?LBMLJMEQGLRFCAJSQRCPK?RAFGLERFCEGTCLAMLQRP?GLRQ2CQSJRQ?PC
PCNMPRCB?QRCVRBSKNCBRMQR?LB?PBMSRRFCQNCAGfCBMSRNSRfJCMP?QR?P@?JJQBSKNCBGLRM
RFCQNCAGfCBBGPCARMPW
◦--cmd CMD
5LGV#MKK?LBRM@CPSLMLRFCQCJCARCBJMEQ5QCQGLEJCOSMRCQRMCQA?NCQN?ACQ
CRA,?LES?ECSQCBRMQNCAGDW#-$342F?QDMJJMUGLEPSJCQ
▪!JMEfJC?LBGRQAMPPCQNMLBGLEPCQSJRfJCA?L@CPCDCPPCB@WICWUMPBQ
SRCFILE DSTFILECE cp SRCFILE DSTFILE
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
▪7GRFMSR?LWPCDCPCLACRM$34&),%GL#-$342 > DSTFILE UGJJ@C?NNCLBCB
RM#-$342DMPMSRNSRPCBGPCARGMLCE du -sch SRCFILE ECRQ?SRM
RP?LQR?JRCBRM du -sch SRCFILE > DSTFILE
▪7GRFMSR?LWPCDCPCLACRM32#&),%AMLRCLRMDJMEGQQRPC?KCBRM#-$342
TG?NGNCCE tail -n100 | grep ERROR ECRQ?SRMRP?LQR?JRCBRM cat
SRCFILE | tail -n100 | grep ERROR > DSTFILE BCD?SJR.MLC
◦--include INCLUDE
#MKK?QCN?P?RCBJGQRMDJMEQRMGLAJSBCC?AFCLRPWGQCGRFCP?aQCJCARMPbMP?EJM@DMP
K?RAFGLEfJCQ3CJCARMPQKSQR@C?KMLE allorionsystemts!LWRFGLEQR?PRGLE
UGRFGQ?QQSKCBRM@C?EJM@N?RRCPL?LBGLRCPNPCRCBTG? find(1)/RFCPCLRPGCQ?PC
GELMPCB4)0NSRQGLEJCOSMRCQ?PMSLBRFCN?P?KT?JSCRMNPCTCLRSLBCQGPCBEJM@
CVN?LQGMLBCD?SJR?JJ
◦--exclude EXCLUDE
#MKK?QCN?P?RCBJGQRMDJMEQRMCVAJSBC!NNJGCQRMRFCJGQRQCJCARCB@W --include
0?P?KQ?PCGLRCPNPCRCBHSQRJGICGL --include BCD?SJR.MLC
◦--since SINCE
'P?@JMEQDPMKRFGQRGKCUGLBMUGLRFCN?QR3FMSJB@C?FSK?LPC?B?@JCBSP?RGML
QRPGLECE 4h FMSPQ 30m KGLSRCQ 1d B?WBCD?SJR.MLC
◦--from FROM 4GKCQR?KNUFCPCAMJJCARGML@CEGLQKSQR@CMDRFCDMPK yyyymmdd-
HH:MM BCD?SJR.MLC
◦--to TO 4GKCQR?KNUFCPCAMJJCARGMLCLBQKSQR@CMDRFCDMPK yyyymmdd-HH:MM
BCD?SJR.MLC
◦--outfile OUTFILE &GJCN?RFDMPNPGLRGLE?JJRFCPCQSJRQ"WBCD?SJRNPGLRCBRMQRBMSR
BCD?SJR.MLC
◦--outdir OUTDIR $GPCARMPWN?RFDMPBSKNGLEPCQSJRQUGRFMPGEGL?JBGPQRPSARSPCDPMK
C?AFLMBC5QCB?Q?L?JRCPL?RGTCRMNPGLRGLEMSRNSRRMMSRfJCQRBMSRBCD?SJR.MLC
◦--cmd_infmt CMD_INFMT 3NCAGDWGDRFCGLNSRfJCQFMSJB@CAMKNPCQQCBSLAMKNPCQQCB
@CDMPCPSLLGLE CMDCAMKNPCQQCB USLAMKNPCQQCB$ML`RSQCRFGQg?EGD CMD UMPIQ
ML@MRFBCD?SJR.MLC
◦--cmd_outfmt CMD_OUTFMT 3NCAGDWGD OUTFILE ECLCP?RCB@W CMD UGJJ@CAMKNPCQQCB
SLAMKNPCQQCB CAMKNPCQQCB USLAMKNPCQQCB$ML`RSQCRFGQg?EGDMSRNSRfJCUGJJ
@CMDQ?KCDMPK?R?QGLNSRfJCBCD?SJR.MLC
◦--nodes NODES #MKK?QCN?P?RCBJGQRMDLMBCQUFCPCRMPSLAMKK?LB3IGNRFGQRM
SQC?JJLMBCQBCD?SJR.MLC
K?NRGJCQ
tscli map-tiles [-h] {disable,enable}
4FGQQS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli map-tiles enable [-h] [--online] [--offline] [--tar TAR] [--md5 MD5]
%L?@JCQ4FMSEFR3NMR`QK?NRGJCQUFGAF?PCSQCBUFCLAMLQRPSARGLEECMK?NAF?PRQ)DWMSBML`R
F?TCGLRCPCQR?AACQQWMSKSQRBMULJM?BRFCK?NRGJCQR?P?LBKBfJCQ4FCLWMSKSQR?NNCLB
RFCDMJJMUGLERMRFC tscli AMKK?LB
◦--online $MULJM?B maptiles R?PDPMKGLRCPLCRBCD?SJR4PSC
◦--offline 5QGLE maptiles R?PDPMKJMA?JBGQIBCD?SJR&?JQC
◦--tar TAR 3NCAGfCBR?PfJCDMPK?NRGJCQBCD?SJR
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
◦--md5 MD5 3NCAGfCBKBfJCDMPK?NRGJCQBCD?SJR
ctscli map-tiles disable $GQ?@JCK?NRGJCQDSLARGML?JGRW
KMLGRMPGLE
tscli monitoring [-h] {set-config,show-config}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli monitoring set-config [-h] [--email EMAIL] [--clear_email] [--
heartbeat_interval HEARTBEAT_INTERVAL] [--heartbeat_disable] [--report_interval
REPORT_INTERVAL] [--report_disable] 3CRQRFCKMLGRMPGLEAMLfESP?RGML
◦--email EMAIL #MKK?QCN?P?RCBJGQRLMQN?ACQMDCK?GJ?BBPCQQCQUFCPCRFC
AJSQRCPUGJJQCLBKMLGRMPGLEGLDMPK?RGML
◦--clear_email $GQ?@JCCK?GJQ@WAJC?PGLECK?GJAMLfESP?RGMLBCD?SJR&?JQC
◦--heartbeat_interval HEARTBEAT_INTERVAL (C?PR@C?RCK?GJECLCP?RGMLGLRCPT?JGL
QCAMLBQ3FMSJB@CEPC?RCPRF?L
◦--heartbeat_disable $GQ?@JCFC?PR@C?RCK?GJECLCP?RGMLBCD?SJR&?JQC
◦--report_interval REPORT_INTERVAL #JSQRCPPCNMPRCK?GJECLCP?RGMLGLRCPT?JGL
QCAMLBQ3FMSJB@CEPC?RCPRF?L
◦--report_disable $GQ?@JCAJSQRCPPCNMPRCK?GJECLCP?RGMLBCD?SJR&?JQC
ctscli monitoring show-config 3FMUQRFCKMLGRMPGLEAMLfESP?RGML
L?Q
tscli nas [-h] {ls,mount-cifs,mount-nfs,unmount}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli nas ls [-h] ,GQRKMSLRQK?L?ECB@W.!3KMSLRCPQCPTGAC
ctscli nas mount-cifs [-h] --server SERVER [--path_on_server PATH_ON_SERVER ] --
mount_point MOUNT_POINT --username USERNAME --password PASSWORD [--uid UID] [--gid
GID] [--options OPTIONS ]
-MSLRQ?#)&3BCTGACML?JJLMBCQ
◦--server SERVER )0?BBPCQQMP$.3L?KCMD#)&3QCPTGAC&MPCV?KNJC10.20.30.40
BCD?SJR.MLC
◦--path_on_server PATH_ON_SERVER &GJCQWQRCKN?RFMLRFC#)&3QCPTCPRMKMSLR
QMSPAC&MPCV?KNJC /a BCD?SJR /
◦--mount_point MOUNT_POINT
$GPCARMPWML?JJAJSQRCPLMBCQUFCPCRFC.&3fJCQWQRCKQFMSJB@CKMSLRCBR?PECR
4FGQBGPCARMPWBMCQLMRLCCBRM?JPC?BWCVGQR)DRFGQBGPCARMPW?JPC?BWCVGQRQ?LCU
BGPCARMPWGQLMRAPC?RCB?LBRFCCVGQRGLEBGPCARMPWGQSQCBDMPKMSLRGLE&MPCV?KNJC
/mnt/external BCD?SJR.MLC
◦--username USERNAME 5QCPL?KCRMAMLLCARRMRFC#)&3fJCQWQRCK?QBCD?SJR.MLC
◦--password PASSWORD #)&3N?QQUMPBDMP --username BCD?SJR.MLC
◦--uid UID
UID RF?RUGJJMUL?JJfJCQMPBGPCARMPGCQMLRFCKMSLRCBfJCQWQRCKUFCLRFCQCPTCP
BMCQLMRNPMTGBCMULCPQFGNGLDMPK?RGML3CC man mount.cifs DMPKMPCBCR?GJQ
BCD?SJR 1001
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
◦--gid GID
'GBRF?RUGJJMUL?JJfJCQMPBGPCARMPGCQMLRFCKMSLRCBfJCQWQRCKUFCLRFCQCPTCP
BMCQLMRNPMTGBCMULCPQFGNGLDMPK?RGML3CC man mount.cifs DMPKMPCBCR?GJQ
BCD?SJR 1001
◦--options OPTIONS /RFCPAMKK?LBJGLCMNRGMLQRMDMPU?PBRM mount.cifs
AMKK?LBBCD?SJR noexec
ctscli nas mount-nfs [-h] --server SERVER [--protocol PROTO --path_on_server
PATH_ON_SERVER] --mount_point MOUNT_POINT [--options OPTIONS]
-MSLRQ?.&3BCTGACML?JJLMBCQ0?P?KCRCPQ?PC
◦--server SERVER )0?BBPCQQMP$.3L?KCMD.&3QCPTGAC&MPCV?KNJC10.20.30.40
BCD?SJR.MLC
◦--path_on_server PATH_ON_SERVER &GJCQWQRCKN?RFMLRFC.&3QCPTCPRMKMSLR
QMSPAC&MPCV?KNJC /a/b/c/d BCD?SJR /
◦--mount_point MOUNT_POINT
$GPCARMPWML?JJAJSQRCPLMBCQUFCPCRFC.&3fJCQWQRCKQFMSJB@CKMSLRCBR?PECR
4FGQBGPCARMPWBMCQLMRLCCBRM?JPC?BWCVGQR)DRFGQBGPCARMPW?JPC?BWCVGQRQ?LCU
BGPCARMPWGQLMRAPC?RCB?LBRFCCVGQRGLEBGPCARMPWGQSQCBDMPKMSLRGLE&MPCV?KNJC
/mnt/external BCD?SJR.MLC
◦--options OPTIONS #MKK?LBJGLCMNRGMLQRMDMPU?PBRMKMSLRAMKK?LBBCD?SJR
noexec
◦--protocol PROTO /LCMD nfs MP nfs44FCBCD?SJRGQ nfs
ctscli nas unmount [-h] --dir DIR
5LKMSLRQ?JJBCTGACQDPMKRFCQNCAGfCB DIR BGPCARMPWJMA?RGML4FGQAMKK?LBPCRSPLQ?LCPPMP
GDLMRFGLEGQASPPCLRJWKMSLRCBMLRFGQBGPCARMPWTG? tscli nas mount BCD?SJR.MLC
LMBC
tscli node [-h] {check,ls,reinstall-os,status}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli node check [-h] [--select {reinstall-preflight}] [--secondary SECONDARY]
2SLAFCAIQNCPLMBC4?ICQRFCDMJJMUGLEN?P?KCRCPQ
◦--select {reinstall-preflight} 3CJCARRFCRWNCMDLMBCAFCAIBCD?SJR
reinstall-preflight
◦--secondary SECONDARY 3CAMLB?PWBPGTCDMP reinstall-preflight BCD?SJR sdd
ctscli node ls [-h] [--type {all,healthy,not-healthy}] &GJRCP@WLMBCQR?RCBCD?SJR
all
ctscli node reinstall-os [-h] [--secondary SECONDARY ] [--cluster] 2CGLQR?JJ/3ML?
LMBC4FGQR?ICQRFCDMJJMUGLEN?P?KCRCPQ
◦--secondary SECONDARY 3CAMLB?PWBPGTCRM@CSQCBRMA?PPWRMPCGLQR?JJBCD?SJR sdd
◦--cluster )QRFCLMBCN?PRMD?AJSQRCPBCD?SJR False
Q?KJ
tscli saml [-h] {configure,purge-configuration}
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli saml configure [-h] #MLfESPCQ3!-,4MQCC?JGQRMDNPCPCOSGQGRCQPCDCPRM #MLfESPC
3!-,
ctscli saml purge-configuration 0SPECQ?LWCVGQRGLE3!-,AMLfESP?RGML
QAFCBSJCBNGL@M?PBQ
tscli scheduled-pinboards [-h] {disable,enable}
4FGQQS@AMKK?LBF?QRFCDMJJMUGLE?ARGMLQ
ctscli scheduled-pinboards disable [-h] $GQ?@JCQAFCBSJCBNGL@M?PBQDMPRFGQAJSQRCP
ctscli scheduled-pinboards enable [-h] %L?@JCQQAFCBSJCBNGL@M?PBQUFGAFGQBGQ?@JCBGL
NPMBAJSQRCPQ@WBCD?SJR
QKRN
tscli smtp [-h]
{reset-canonical-mapping,set-canonical-mapping,set-mailfromname,set-mailname,set-relayh
ost,show-canonical-mapping,show-mailfromname,show-mailname,show-relayhost}
4FGQQS@AMKK?LBR?ICQQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli smtp reset-canonical-mapping $CJCRCQRFCASPPCLRNMQRK?NK?NNGLE
ctscli smtp set-canonical-mapping [-h] new_key new_value 3CRQ?LCU0MQRK?N
K?NNGLE
ctscli smtp set-mailfromname mailfromname 3CRQRFCL?KC?LCK?GJ?BBPCQQDPMKUFGAF
CK?GJ?JCPRQ?PCQCLRDMPRFCAJSQRCP
ctscli smtp set-mailname mailname 3CRQRFCK?GJL?KC?BMK?GLUFCPCCK?GJ?JCPRQ?PCQCLR
DMPRFCAJSQRCP
ctscli smtp set-relayhost [-h] [--force FORCE] relayhost 3CRQRFC2CJ?W(MQRDMP
3-40CK?GJQCLRDPMKRFCAJSQRCP
◦--force FORCE 3CRCTCLGDPCJ?WFMQRGQLMR?AACQQG@JCBCD?SJR False
ctscli smtp show-canonical-mapping 3FMUQRFCASPPCLRNMQRK?NK?NNGLE
ctscli smtp show-mailfromname 3FMUQRFCK?GJL?KCDPMKUFGAFCK?GJ?JCPRQ?PCQCLRDMPRFC
AJSQRCP
ctscli smtp show-mailname 3FMUQRFCK?GJL?KCUFCPCCK?GJ?JCPRQ?PCQCLRDMPRFCAJSQRCP
ctscli smtp show-relayhost 3FMUQRFCDMP3-40CK?GJQCLRDPMKRFCAJSQRCP)DRFCPCGQLM
2CJ?W(MQRAMLfESPCBRFCAMKK?LBPCRSPLQ NOT FOUND
QL?NQFMR
tscli snapshot [-h] {backup,create,delete,ls,restore,update-ttl}
,C?PLKMPC?@MSRQL?NQFMRQ?LB@?AISNQQCCRFC 5LBCPQR?LBRFC@?AISNQRP?RCEGCQ BMASKCLR?RGML4FGQ
QS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli snapshot backup [-h] [--mode {full,light,dataless}] [--type
{full,incremental}] [--base BASE ] [--storage_type {local,nas}] [--remote] name
out
0SJJQL?NQFMRMSR?Q?@?AISN4FGQR?ICQRFCDMJJMUGLEN?P?KCRCPQ
◦--mode {full,light,dataless} -MBCMD@?AISNQBCD?SJR full
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
◦name .?KCMDQL?NQFMRRMNSJJMSR?Q?@?AISN4MJGQR?JJQL?NQFMRQPSL tscli
snapshot ls
◦out $GPCARMPWUFCPC@?AISNUGJJ@CUPGRRCLKSQRLMR?JPC?BWCVGQR
◦--type {full,incremental} 4WNCMD@?AISN)LAPCKCLR?J@?AISNGQLMR
GKNJCKCLRCBWCRBCD?SJR full
◦--base BASE "?QCBQL?NQFMRL?KCDMPGLAPCKCLR?J@?AISN.MR)KNJCKCLRCBWCR
BCD?SJR.MLC
◦--storage_type {local,nas} 3RMP?ECRWNCMDMSRNSRBGPCARMPWBCD?SJR local
◦--remote 4?IC@?AISNRFPMSEF/PGMLK?QRCPBCD?SJR True
ctscli snapshot create [-h] name reason ttl
#PC?RCQ?LCUQL?NQFMRUGRFRFC name ?LB reason NPMTGBCB4FGQAMKK?LBBMCQLMR?AACNR .
NCPGMBQ@SRBMCQ?AACNR -B?QFCQ4FC ttl N?P?KCRCPQGQRFCLSK@CPMDB?WQ?DRCPUFGAF
RFGQQL?NQFMRUGJJ@C?SRMK?RGA?JJWBCJCRCB!T?JSCMD -1 BGQ?@JCQ?SRMK?RGABCJCRGML
ctscli snapshot delete [-h] name $CJCRCQRFCL?KCBQL?NQFMR
ctscli snapshot ls [-h] ,GQR?T?GJ?@JCQL?NQFMRQ
ctscli snapshot restore [-h] [--allow_release_change] [--only_service_state]
name 2CQRMPCAJSQRCPRM?LCVGQRGLEQL?NQFMR4FGQR?ICQRFCDMJJMUGLEN?P?KCRCPQ
◦--allow_release_change !JJMUPCQRMP?RGMLRM?QL?NQFMR?R?BGeCPCLRPCJC?QC
BCD?SJR False
◦--only_service_state 2CQRMPCMLJWQCPTGACQR?RCBCD?SJR False
ctscli snapshot update-ttl [-h] [--disable DISABLE ]name ttl
5NB?RCQK?LS?JQL?NQFMRE?P@?ECAMJJCARGMLNMJGAW
◦name 3NCAGfCQUFGAFQL?NQFMRRMSNB?RC
◦ttl %VRCLBQRFCK?LS?JQL?NQFMR ttl RGKCRMJGTCT?JSC5QC?NMQGRGTCT?JSCRM
GLAPC?QC ttl5QCLCE?RGTCT?JSCRMBCAPC?QCGR
◦--disable DISABLE $GQ?@JCK?LS?JQL?NQFMRE?P@?ECAMJJCARGML3CRRGLERFGQT?JSCRM
True UGJJMTCPPGBC?LW ttl T?JSCBCD?SJR&?JQC
QL?NQFMRNMJGAW
tscli snapshot-policy [-h] {disable,enable,show,update}
4FGQQS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli snapshot-policy disable [-h] $GQ?@JCQL?NQFMRNMJGAW
ctscli snapshot-policy enable -h %L?@JCQNCAGfCBQL?NQFMRNMJGAW
ctscli snapshot-policy show [-h] 3FMUQL?NQFMRNMJGAW
ctscli snapshot-policy update [-h] [--config CONFIG]5NB?RCNCPGMBGAQL?NQFMRAMLfE
4FGQR?ICQRFCDMJJMUGLEN?P?KCRCP
◦--config CONFIG 4CVRDMPK?RMDNCPGMBGA@?AISNNMJGAWAMLfEBCD?SJR.MLC
QNMR
tscli spot [-h] {enable}
4FGQQS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
tscli spot [-h] {enable} %L?@JCBQ3NMRGLRCEPRGML
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
QQJ
tscli ssl [-h]
{add-cert,clear-min-tls-version,off,on,rm-cert,set-min-tls-version,status,tls-status}
QR?RSQ3FMUQUFCRFCPMD33,?SRFCLRGA?RGMLGQCL?@JCBMPBGQ?@JCBDMPRFC4FMSEFR3NMR?NNJGA?RGMLRJQ
QR?RSQ0PGLRQRFCQR?RSQMD4,3QSNNMPR
4FGQQS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli ssl add-cert [-h] key certificate !BBQ?L33,ACPRGfA?RCICWN?GP
ctscli ssl clear-min-tls-version [-h] #JC?PQ?LWASQRMKGX?RGMLQDMPRFCKGLGKSK4,3
TCPQGMLRMQSNNMPR
ctscli ssl off
$GQ?@JCQ33,$GQ?@JGLE33,UGJJQRMNSQCPQDPMKQCCGLE?QCASPGRWU?PLGLEUFCL?AACQQGLE
4FMSEFR3NMRDPMK?@PMUQCPGDRFCPCGQLM33,ACPRGfA?RCGLQR?JJCB
ctscli ssl on [-h] )D33,GQCL?@JCB?LBRFCPCGQLMACPRGfA?RCSQCPQUGJJQCC?QCASPGRW
U?PLGLEUFCL?AACQQGLE4FMSEFR3NMRDPMK?@PMUQCP
ctscli ssl rm-cert 2CKMTCQRFCCVGQRGLE33,ACPRGfA?RCGD?LW
ctscli ssl set-min-tls-version [-h] {1.0,1.1,1.2} 3CRQRFCKGLGKSKQSNNMPRCB4,3
TCPQGML3CRQRFCKGLGKSK33,TCPQGMLRM@CQSNNMPRCB@WRFC4FMSEFR3NMR?NNJGA?RGML0JC?QC
CLQSPCRF?RAJGCLR@PMUQCPQ?PCCL?@JCBDMPRFGQTCPQGMLMPLCUCP
ctscli ssl status 3FMUQUFCRFCP33,?SRFCLRGA?RGMLGQCL?@JCBMPBGQ?@JCB
ctscli ssl tls-status [-h] 0PGLRQRFCQR?RSQMD4,3QSNNMPR
QRMP?EC
tscli storage [-h] gc df
4FGQQS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli storage gc [-h] [--log_age LOG_AGE ] [--force] [--localhost_only]
'?P@?ECAMJJCARSLSQCBQRMP?EC"CDMPCGQQSGLERFGQAMKK?LBWMSKSQRQRMNRFCAJSQRCPSQGLE
tscli cluster stop!DRCPE?P@?ECAMJJCARGMLF?QAMKNJCRCBWMSA?LPCQR?PRRFCAJSQRCPUGRF
tscli cluster start4FCAMKK?LBDPCCQQN?ACGLRFCQCBGPCARMPGCQ
◦/tmp
◦/usr/local/scaligent/logs/
◦/export/logs/orion
◦/export/logs/oreo
◦/export/logs/hadoop
◦/export/logs/zookeeper
◦cores
!AACNRQRFCQCMNRGML?Jg?EQ
◦--log_age LOG_AGE
$CJCRCJMEQMJBCPRF?LRFCQCK?LWFMSPQ5QC?LMLXCPMT?JSCGBC?JJW!XCPMT?JSCUGJJ
A?SQC?JJRCKNMP?PWfJCQRM@CBCJCRCBGLAJSBGLEQ?WRFMQCUFGAF?PCHSQRRCKNMP?PGJW
AJMQCBUFGJCRFCW?PC@CGLEN?QQCBDPMKMLCAMKNMLCLRRMRFCLCVRBCD?SJR 4
◦--force &MPACQBCJCRGMLMD?JJJMEQ?LBRCKNMP?PWfJCQPCE?PBJCQQMD?EC4FGQKSQR
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
MLJW@CPSLML?QRMNNCBAJSQRCPBCD?SJR&?JQC
◦--localhost_only )DSQCBMLJWRFCJMEQMLRFCJMA?JFMQRUGJJ@CPCKMTCB)DLMR
QNCAGfCBRFCAMKK?LB?ARQMLRFCCLRGPCAJSQRCP
ctscli storage df [--mode disk|hdfs]
#FCAIQRFCBGQISQ?ECMLRFCPCJCT?LRKMSLRQ2CRSPLQMSRNSRQGKGJ?PRMRFC,GLSVQWQRCK
AMKK?LB df -h <directory>
QSNNMPR
tscli support [-h]
{restart-remote,rm-admin-email,rm-admin-phone,set-admin-email,set-admin-phone,set-remot
e,show-admin-email,show-admin-phone,show-remote,start-remote,stop-remote}
4FGQQS@AMKK?LBQSNNMPRQRFCDMJJMUGLE?ARGMLQ
ctscli support restart-remote 2CQR?PRQPCKMRCQSNNMPR
ctscli support rm-admin-email 2CKMTCQRFCCK?GJ?BBPCQQDMPAMLR?ARGLERFCASQRMKCP
?BKGLGQRP?RMP2CNJ?ACQGRUGRFRFCBCD?SJR4FMSEFR3NMR3SNNMPRCK?GJ?BBPCQQ
ctscli support rm-admin-phone 2CKMTCQRFCNFMLCLSK@CPDMPAMLR?ARGLERFCASQRMKCP
?BKGLGQRP?RMP2CNJ?ACQGRUGRFRFCBCD?SJR4FMSEFR3NMR3SNNMPRNFMLCLSK@CP
ctscli support set-admin-email email 3CRQRFCCK?GJ?BBPCQQDMPAMLR?ARGLERFCASQRMKCP
?BKGLGQRP?RMP)DWMSUMSJBJGICRMBGQNJ?W?@J?LICK?GJ?BBPCQQGQQSCRFCAMKK?LB tscli
support set-admin-email ' '
ctscli support set-admin-phone phone_number 3CRQRFCNFMLCLSK@CPDMPAMLR?ARGLERFC
ASQRMKCP?BKGLGQRP?RMP3NCAGDW?NFMLCLSK@CPSQGLE?LWT?JSCCE +1 800-508-7008 Ext.
1)DWMSUMSJBJGICRMBGQNJ?W?@J?LINFMLCLSK@CPGQQSCRFCAMKK?LB tscli support set-
admin-phone
ctscli support set-remote [-h] [--addr ADDR] [--user USER]#MLfESPCQRFCAJSQRCPDMP
PCKMRCQSNNMPRRFPMSEF33(RSLLCJGLEUFCPC ADDR GQRFC?BBPCQQMDQSNNMPRCE
Runnel.thoughtspot.com?LB USER GQRFCQSNNMPRSQCPL?KC
ctscli support show-admin-email 3FMUQRFCCK?GJ?BBPCQQDMPASQRMKCP?BKGLGQRP?RMPGDQCR
ctscli support show-admin-phone 3FMUQRFCNFMLCLSK@CPDMPASQRMKCP?BKGLGQRP?RMPGDQCR
ctscli support show-remote 3FMUQRFCQR?RSQ?LBAMLfESP?RGMLMDPCKMRCQSNNMPR
ctscli support start-remote 3R?PRQPCKMRCQSNNMPR
ctscli support stop-remote 3RMNQPCKMRCQSNNMPR
RQAJGAMKK?LBPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
$?$?RRC?LBRGKCDC?LBRGKCDMPK?MPK?RQPRQPCDCDCPCPCLACLACC
4FGQGQ?PCDCPCLACQDMPRFCB?RC?LBRGKCAMLRCVRQ?LBDMPK?RQWMSA?LSQCUGRF4FMSEFR3NMR9MSBCfLC
B?R?DMPK?RQGLQNCAGfAAMLRCVRQ?LBBCNCLBGLEMLRFCAMLRCVRWMSPAFMGACQGLB?R?DMPK?RRGLEBGeCP
9MSKSQRSLBCPQR?LBB?RC?LBRGKCUFCLWMSJM?BB?R?GLRFCQCAMLRCVRQ
c SQGLEB?R?SNJM?BDPMKRFC@PMUQCP
c RFPMSEF tsload AMKK?LB
c RFPMSEFB?R?AMLLCARMP?LMRFCPCVRP?ARRP?LQDMPKJM?B%4,RMMJ
$?R?JM?BGLEDMPK?RQBMLMRAF?LECFMUB?R?GQBGQNJ?WCBGLR?@JCQ?LBAF?PRQ
4FCAMLRCVRUFCPCWMS
A?LAMLRPMJ
B?RC?LBRGKCDMPK?RQGQB?R?KMBCJGLE$?R?KMBCJGLEAMLRPMJQFMU
B?R?GQBGQNJ?WCBGLQC?PAF?LBRFCGPPCQSJRGLE?LQUCPQ
$?$?R?JM?BGLEDR?JM?BGLEDMPK?MPK?RQTG?RQJM?BRQTG?RQJM?B
7FCLJM?BGLETG?RFC tsload AMKK?LBWMSKSQRQNCAGDW date ?LB timestamp DMPK?RQSQGLERFCDMPK?R
QNCAGfA?RGMLQBCfLCBGLRFCstrptime JG@P?PWDSLARGML$?R?GQGKNMPRCB@?QCBMLRFCRGKCXMLCMDRFCLMBC
DPMKUFGAF tsload GQPSL
&MP date B?R?RWNCQRFCBCD?SJRDMPK?RGQ %Y%m%d UFGAFRP?LQJ?RCQRM yearmonthday &MPCV?KNJC Dec
30th, 2001 GQPCNPCQCLRCB?Q 20011230&MP time ?LB datetime B?R?RWNCQRFCBCD?SJRGQ %Y%m%d
%H:%M:%S UFGAFRP?LQJ?RCQRM yearmonthday hour:minute:secondDMPCV?KNJC Dec 30th, 2001
1:15:12 GQPCNPCQCLRCB?Q 20011230 01:15:12
$?$?R?KMBCJGLEDR?KMBCJGLEDMPK?MPK?RQDRQDMP@PMP@PMMUUQCPB?QCPB?R?SNJM?BR?SNJM?B
4FCQCB?RC?LBRGKCDMPK?RQ?PCQSNNMPRCBGL?#36fJCUFCLSNJM?BGLETG?RFC@PMUQCP9MSA?LLMR
QNCAGDWRFCB?RCDMPK?R4FMSEFR3NMRUGJJNGAIRFCDMPK?RRF?RfRQWMSPB?R?@CQR
c 
c 
c 
c *?L
c *?L
c !-
c 
c 
c !-
c 
c !-
c 
c !-
c 
c *?L
c -?P?QQSKCQ
c !-
c 
c 
c !-
c 
c !-
c 
c !-
c *?L!-
c *?L
c *?L
$?RC?LBRGKCDMPK?RQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
c *?L!-
c *?L
c *?L!-
c *?L
c *?L!-
c &PG*?L0-
c &PG*?L
c &PG*?L
c &PG*?L!-
c &PG*?L
c &PG*?L!-
c &PG*?L
c &PG*?L!-
c 
c !-
c 
c !-
c 
c 
c !-
c !-
$?$?R?JM?BGLEDR?JM?BGLEDMPK?MPK?RQTG?B?RQTG?B?R?AR?AMLLCARMPMLLCARMP
?LMRFCP%4,R?LMRFCP%4,RMMJMMJ
$?R?RF?RGQJM?BCBTG?%4,?PPGTCQRFPMSEF/$"#MP*$"#AMLLCARGML!DRCPWMSCVRP?ARRFCB?R?DPMK
RFCQMSPAC?LB@CDMPCWMSJM?BGRGLRM4FMSEFR3NMRWMSKSQRRP?LQDMPK?LWB?RCMPRGKCQR?KNGLRM?
T?JGBDMPK?RDMP4FMSEFR3NMR/LACRP?LQDMPKCBLMCVNJGAGRB?R?K?QIGLEGQPCOSGPCB3CCRFCB?R?
GLRCEP?RGMLESGBCDMPKMPCBCR?GJQMDJM?BGLEB?R?TG?/$"#?LB*$"#
$?$?R?KMBCJGLEDR?KMBCJGLEDMPK?MPK?RQRQ
!SQCPUGRF?BKGLGQRP?RGTCPGEFRQA?LAMLfESPCB?R?KMBCJGLEDMPB?R?MLMLCMP?JJfJCQ9MSA?LQCR
LSK@CPB?RC?LBASPPCLAWBGQNJ?WDMPK?RQ4FCQCDMPK?RQBCfLCFMURFCQCT?JSCRWNCQBGQNJ?WGLR?@JCQ
?LBAF?PRQ3CCRFC!BKGL'SGBCDMPKMPCGLDMPK?RGML?@MSRB?R?KMBCJGLEQCRRGLEQ4FCDMJJMUGLEDMPK?R
QRPGLEQ?PC?T?GJ?@JCDMPSQC
&&MPK?MPK?RK?QIRK?QI $CQAPGNRGML$CQAPGNRGML
YYYY MP yyyy DMSPBGEGRWC?PQSAF?Q 2017
YY MP yy J?QRRUMBGEGRQMDWC?PQSAF?Q 17
MKMLRFUGRFLMJC?BGLEXCPM 112
MM 4UMBGEGRKMLRF 0112
MMM 4FPCCJCRRCPKMLRFQSAF?Q Jan
D$?WMDWC?PUGRFMSR?JC?BGLEXCPM 0365
DD $?WMDWC?PUGRFSNRMMLCJC?BGLEXCPM 01365
DDD $?WMDWC?PUGRFSNRMRUMJC?BGLEXCPMCQ 001365
$?RC?LBRGKCDMPK?RQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&&MPK?MPK?RK?QIRK?QI $CQAPGNRGML$CQAPGNRGML
d$?WMDKMLRFUGRFLMJC?BGLEXCPM 131
dd 4UMBGEGRB?WMDKMLRF 0131
HH 4UMBGEGR 24 FMSPPCNPCQCLR?RGMLMDFMSP 0023
hh 4UMBGEGR 12 FMSPPCNPCQCLR?RGMLMDFMSP 0112
HFMSPPCNPCQCLR?RGMLMDFMSPUGRFLMJC?BGLEXCPM 023
hFMSPPCNPCQCLR?RGMLMDFMSPUGRFLMJC?BGLEXCPM 112
mm -GLSRCQ 0059
m-GLSRCQUGRFLMJC?BGLEXCPM 059
ss 3CAMLBQ 0059
s3CAMLBQUGRFLMJC?BGLEXCPM 059
a!-0-GLBGA?RMP
6?JGBBCJGKGRCPQGLAJSBCKMQRLML?JNF?@CRAF?P?ARCPQ4FGQGLAJSBCQ@SRGQLMRJGKGRCBRM
c\DMPU?PBQJ?QF
c/@?AIU?PBQJ?QF
c|NGNCQWK@MJ
c:AMJML
c-B?QF
c_SLBCPQAMPC
c=COS?JQGEL
%V?KNJCQMDT?JGBDMPK?RK?QIQWMSA?LNPMBSACDMPBGQNJ?W?PC?QDMJJMUQ
cMM/dd/yyyy
cMMM
cDD/MM/yyyy
cMM/dd/yyyy HH:mm
cDD/MM/yyyy HH:mm
$?RC?LBRGKCDMPK?RQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
22MMUJCUJCTTCJQCASPGRWPSJCQPCJQCASPGRWPSJCQPCDCDCPCPCLACLACC
4FMSEFR3NMR?JJMUQWMSRMAPC?RCPMUJCTCJQCASPGRWPSJCQSQGLECVNPCQQGMLQ)D?LCVNPCQQGMLCT?JS?RCQRM
aRPSCbDMP?N?PRGASJ?PPMU?LBEPMSNAMK@GL?RGMLRF?REPMSNUGJJ@C?@JCRMQCCRF?RPMU4FGQPCDCPCLAC
JGQRQRFCT?PGMSQMNCP?RMPQ?LBDSLARGMLQWMSA?LSQCRMAPC?RCPSJCQ
&MPGLDMPK?RGMLMLFMURMSQCRFCPMUJCTCJQCASPGRWDSLARGMLQ?LBMNCP?RMPQQCC !@MSR2SJC"?QCB2MU
,CTCJ3CASPGRW4FCPCGQ?QNCAG?JT?PG?@JCA?JJCBRQ=EPMSNQUFGAFWMSA?LSQCUFCLAPC?RGLEPMUJCTCJ
QCASPGRWPSJCQ)RDCRAFCQ?JGQRMDRFCEPMSNQRF?RRFCASPPCLRJWJMEECBGLSQCP@CJMLEQRM&MPC?AFPMUD
RFCCVNPCQQGMLGLRFCPSJCCT?JS?RCQRM_RPSC`DMP?LWMLCMDRFCQCEPMSNQRF?RPMUUGJJ@CQFMULRMRFC
SQCP
9MSA?L?JQMQCCRFGQJGQRMDMNCP?RMPQ?LBCV?KNJCQDPMKUGRFGLRFC2SJC"SGJBCP@WQCJCARGLE 2SJC2SJC
!Q!QQGQQGQR?LRR?LR
##MLMLTTCPQGMLDSLARGMLQCPQGMLDSLARGMLQ
4FCQCDSLARGMLQA?L@CSQCBRMAMLTCPRB?R?DPMKMLCB?R?RWNCRM?LMRFCP#MLTCPQGMLRMMPDPMKB?RC
B?R?RWNCQGQLMRQSNNMPRCB
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
to_bool 2CRSPLQRFCGLNSR?Q?@MMJC?LRPSCMPD?JQC to_bool (0) = false
to_bool (married)
to_date !AACNRQ?B?RCPCNPCQCLRCB?Q?LGLRCECPMPRCVR
QRPGLE?LB?QCAMLBQRPGLEN?P?KCRCPRF?RA?LGL
AJSBCQRPNRGKCB?RCDMPK?RRGLECJCKCLRQ2C
NJ?ACQ?JJRFCT?JGBQRPNRGKCB?RCDMPK?RRGLECJC
KCLRQUGRFRFCGPQRPGLEAMSLRCPN?PRQ?LBPCRSPLQ
RFCPCQSJR$MCQLMR?AACNRCNMAFDMPK?RRCB
B?RCQ?QGLNSR
to_date (date_sold,
'%Y-%m-%d')
to_double 2CRSPLQRFCGLNSR?Q?BMS@JC to_double ('3.14') = 3.14
to_double (revenue * .01)
to_integer 2CRSPLQRFCGLNSR?Q?LGLRCECPto_integer ('45') + 1 = 46
to_integer (price + tax -
cost)
to_string 2CRSPLQRFCGLNSR?Q?RCVRQRPGLE to_string (45 + 1) = '46'
to_string (revenue - cost)
$?$?RRCDSLARGMLQCDSLARGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
add_days 2CRSPLQRFCPCQSJRMD?BBGLE
RFCQNCAGfCBLSK@CPMD
add_days (01/30/2015, 5) = 02/04/2015
add_days (invoiced, 30)
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
B?WQRMRFCEGTCLB?RC
date 2CRSPLQRFCB?RCNMPRGMLMD
?EGTCLB?RC
date (home visit)
day 2CRSPLQRFCLSK@CP
MDRFCB?WDMPRFCEGTCL
B?RC
day (01/15/2014) = 15
day (date ordered)
day_number_of_week 2CRSPLQRFCLSK@CPMD
RFCB?WGL?UCCIDMPRFC
EGTCLB?RCUGRF@CGLE
-MLB?W?LB@CGLE3SL
B?W
day_number_of_week (01/30/2015) = 6
day_number_of_week (shipped)
day_number_of_year 2CRSPLQRFCLSK@CP
MDRFCB?WGL?WC?PDMPRFC
EGTCLB?RC
day_number_of_year (01/30/2015) = 30
day_number_of_year (invoiced)
day_of_week 2CRSPLQRFCB?WMDRFC
UCCIDMPRFCEGTCLB?RC
day_of week (01/30/2015) = Friday
day_of_week (serviced)
diff_days 3S@RP?ARQRFCQCAMLBB?RC
DPMKRFCfPQRB?RC?LBPC
RSPLQRFCPCQSJRGLLSK@CP
MDB?WQPMSLBCBBMULGD
LMRCV?AR
diff_days (01/15/2014, 01/17/2014) =
-2
diff_days (purchased, shipped)
diff_time 3S@RP?ARQRFCQCAMLBB?RC
DPMKRFCfPQRB?RC?LBPC
RSPLQRFCPCQSJRGLLSK@CP
MDQCAMLBQ
diff_time (01/01/2014, 01/01/2014) =
-86,400
diff_time (clicked, submitted)
hour_of_day 2CRSPLQRFCFMSPMDRFCB?W
DMPRFCEGTCLB?RC
hour_of_day (received)
is_weekend 2CRSPLQRPSCGDRFCEGTCL
B?RCD?JJQML?3?RSPB?WMP
3SLB?W
is_weekend (01/31/2015) = true
is_weekend (emailed)
month 2CRSPLQRFCKMLRFDPMKRFC
EGTCLB?RC
month (01/15/2014) = January
month (date ordered)
month_number 2CRSPLQRFCLSK@CP
MDRFCKMLRFDMPRFCEGTCL
B?RC
month_number (09/20/2014) = 9
month_number (purchased)
now 2CRSPLQRFCASPPCLRRGKC
QR?KN
now ()
start_of_month 2CRSPLQ>---WWWW>DMP start_of_month ( 01/31/2015 ) = Jan
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
RFCfPQRB?WMDRFCKMLRF
9MSPGLQR?JJ?RGMLAMLfESP?
RGMLA?LMTCPPGBCRFGQQCR
RGLEQMRF?RGRPCRSPLQ?BGD
DCPCLRDMPK?RQSAF?Q>--
BBWWWW>3NC?IUGRFWMSP
4FMSEFR3NMR?BKGLGQRP?RMP
GDWMS
FY 2015
start_of_month (shipped)
start_of_quarter 2CRSPLQRFCB?RCDMPRFC
fPQRB?WMDRFCOS?PRCPDMP
RFCEGTCLB?RC
start_of_quarter ( 09/18/2015 ) = Q3
FY 2015
start_of_quarter (sold)
start_of_week 2CRSPLQRFCB?RCDMPRFC
fPQRB?WMDRFCUCCIDMPRFC
EGTCLB?RC
start_of_week ( 06/01/2015 ) = 05/30/
2015 Week
start_of_week (emailed)
start_of_year 2CRSPLQRFCB?RCDMPRFC
fPQRB?WMDRFCWC?PDMPRFC
EGTCLB?RC
start_of_year ( 02/15/2015 ) = FY
2015
start_of_year (joined)
time 2CRSPLQRFCRGKCNMPRGMLMD
?EGTCLB?RC
time (3/1/2002 10:32) = 10:32
time (call began)
year 2CRSPLQRFCWC?PDPMKRFC
EGTCLB?RC
year (01/15/2014) = 2014
year (date ordered)
-GV-GVCBDSLARGMLQCBDSLARGMLQ
4FCQCDSLARGMLQA?L@CSQCBUGRFRCVR?LBLSKCPGAB?R?RWNCQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
!= 2CRSPLQRPSCGDRFCfPQRT?JSCGQLMRCOS?J
RMRFCQCAMLBT?JSC
3 != 2 = true
revenue != 1000000
<2CRSPLQRPSCGDRFCfPQRT?JSCGQJCQQRF?L
RFCQCAMLBT?JSC
3 < 2 = false
revenue < 1000000
<= 2CRSPLQRPSCGDRFCfPQRT?JSCGQJCQQRF?L
MPCOS?JRMRFCQCAMLBT?JSC
1 <= 2 = true
revenue <= 1000000
=2CRSPLQRPSCGDRFCfPQRT?JSCGQCOS?JRM
RFCQCAMLBT?JSC
2 = 2 = true
revenue = 1000000
>2CRSPLQRPSCGDRFCfPQRT?JSCGQEPC?RCP
RF?LRFCQCAMLBT?JSC
3 > 2 = true
revenue > 1000000
>= 2CRSPLQRPSCGDRFCfPQRT?JSCGQEPC?RCP 3 >= 2 = true
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
RF?LMPCOS?JRMRFCQCAMLBT?JSCrevenue >= 1000000
greatest 2CRSPLQRFCJ?PECPMDRFCT?JSCQ greatest (20, 10) = 20
greatest (q1 revenue, q2 revenue)
least 2CRSPLQRFCQK?JJCPMDRFCT?JSCQ least (20, 10) = 10
least (q1 revenue, q2 revenue)
.SK@CPDSLARGMLQ.SK@CPDSLARGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
?2CRSPLQRFCPCQSJRMDKSJRGNJWGLE
@MRFLSK@CPQ
3 * 2 = 6
price * taxrate
+2CRSPLQRFCPCQSJRMD?BBGLE@MRF
LSK@CPQ
1 + 2 = 3
price + shipping
-2CRSPLQRFCPCQSJRMDQS@RP?ARGLE
RFCQCAMLBLSK@CPDPMKRFCfPQR
3 - 2 = 1
revenue - tax
/2CRSPLQRFCPCQSJRMDBGTGBGLERFC
fPQRLSK@CP@WRFCQCAMLB
6 / 3 = 2
markup / retail price
^2CRSPLQRFCfPQRLSK@CPP?GQCBRM
RFCNMUCPMDRFCQCAMLB
3 ^ 2 = 9
width ^ 2
abs 2CRSPLQRFC?@QMJSRCT?JSC abs (-10) = 10
abs (profit)
acos 2CRSPLQRFCGLTCPQCAMQGLCGLBC
EPCCQ
acos (0.5) = 60
acos (cos-satellite-angle)
asin 2CRSPLQRFCGLTCPQCQGLCQNCAGfCB
GLBCEPCCQ
asin (0.5) = 30
asin (sin-satellite-angle)
atan 2CRSPLQRFCGLTCPQCR?LECLRGLBC
EPCCQ
atan (1) = 45
atan (tan-satellite-angle)
atan2 2CRSPLQRFCGLTCPQCR?LECLRGLBC
EPCCQ
atan2 (10, 10) = 45
atan2 (longitude, latitude)
cbrt 2CRSPLQRFCAS@CPMMRMD?LSK
@CP
cbrt (27) = 3
cbrt (volume)
ceil 2CRSPLQRFCQK?JJCQRDMJJMUGLEGL
RCECP
ceil (5.9) = 6
ceil (growth rate)
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
cos 2CRSPLQRFCAMQGLCMD?L?LEJC
QNCAGfCBGLBCEPCCQ
cos (63) = 0.45
cos (beam angle)
cube 2CRSPLQRFCAS@CMD?LSK@CPcube (3) = 27
cube (length)
exp 2CRSPLQ%SJCP`QLSK@CP\
P?GQCBRM?NMUCP
exp (2) = 7.38905609893
exp (growth)
exp2 2CRSPLQP?GQCBRM?NMUCPexp2 (3) = 8
exp2 (growth)
floor 2CRSPLQRFCJ?PECQRNPCTGMSQGLRC
ECP
floor (5.1) = 5
floor (growth rate)
ln 2CRSPLQRFCL?RSP?JJME?PGRFK ln (7.38905609893) = 2
ln (distance)
log10 2CRSPLQRFCJME?PGRFKUGRF@?QC

log10 (100) = 2
log10 (volume)
log2 2CRSPLQRFCJME?PGRFKUGRF@?QC
@GL?PWJME?PGRFK
log2 (32) = 5
log2 (volume)
mod 2CRSPLQRFCPCK?GLBCPMDfPQR
LSK@CPBGTGBCB@WRFCQCAMLB
LSK@CP
mod (8, 3) = 2
mod ( revenue , quantity )
pow 2CRSPLQRFCfPQRLSK@CPP?GQCBRM
RFCNMUCPMDRFCQCAMLBLSK@CP
pow (5, 2) = 25
pow (width, 2)
random 2CRSPLQ?P?LBMKLSK@CP@C
RUCCL?LB
random ( ) = .457718
random ( )
round 2CRSPLQRFCfPQRLSK@CPPMSLBCB
RMRFCQCAMLBLSK@CPRFCBCD?SJR
GQ
round (35.65, 10) = 40
round (battingavg, 100)
safe_divide 2CRSPLQRFCPCQSJRMDBGTGBGLERFC
fPQRLSK@CP@WRFCQCAMLB)DRFC
QCAMLBLSK@CPGQPCRSPLQGL
QRC?BMD.?.LMR?LSK@CP
safe_divide (12, 0) = 0
safe_divide (total_cost, units)
sign 2CRSPLQGDRFCLSK@CPGQEPC?RCP
RF?LXCPMGDJCQQRF?LXCPMGD
XCPM
sign (-250) = -1
sign (growth rate)
sin 2CRSPLQRFCQGLCMD?L?LEJCQNCA
GfCBGLBCEPCCQ
sin (35) = 0.57
sin (beam angle)
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
spherical_distance 2CRSPLQRFCBGQR?LACGLIK@C
RUCCLRUMNMGLRQML%?PRF
spherical_distance (37.465191,
-122.153617, 37.421962,
-122.142174) = 4,961.96
spherical_distance
(start_latitude,
start_longitude,
start_latitude, start_longitude)
sq 2CRSPLQRFCQOS?PCMD?LSKCPGA
T?JSC
sq (9) = 81
sq (width)
sqrt 2CRSPLQRFCQOS?PCPMMR sqrt (9) = 3
sqrt (area)
tan 2CRSPLQRFCR?LECLRMD?L?LEJC
QNCAGfCBGLBCEPCCQ
tan (35) = 0.7
tan (beam angle)
/NCP/NCP??RRMPQMPQ
/NCP/NCP??RRMPMP $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
and 2CRSPLQRPSCUFCL@MRFAMLBGRGMLQ
?PCRPSCMRFCPUGQCPCRSPLQD?JQC
(1 = 1) and (3 > 2) = true
lastname = 'smith' and state
='texas'
if…then…else #MLBGRGML?JMNCP?RMPif (3 > 2) then 'bigger' else 'not
bigger'
if (cost > 500) then 'flag' else
'approve'
ifnull 2CRSPLQRFCfPQRT?JSCGDGRGQLMRLSJJ
MRFCPUGQCPCRSPLQRFCQCAMLB
ifnull (cost, 'unknown')
isnull 2CRSPLQRPSCGDRFCT?JSCGQLSJJ isnull (phone)
not 2CRSPLQRPSCGDRFCAMLBGRGMLGQD?JQC
MRFCPUGQCPCRSPLQD?JQC
not (3 > 2) = false
not (state = 'texas')
or 2CRSPLQRPSCUFCLCGRFCPAMLBGRGMLGQ
RPSCMRFCPUGQCPCRSPLQD?JQC
(1 = 5) or (3 > 2) = true
state = 'california' or state
='oregon'
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
44CCVRDSLARGMLQVRDSLARGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
AMLA?R 2CRSPLQRFCMLCMPKMPCT?JSCQ
?Q?AMLA?RCL?RCBRCVRQRPGLE"C
QSPCRMSQCQGLEJCOSMRCQGLQRC?B
MDBMS@JCOSMRCQ?PMSLBC?AFMD
RFCQRPGLEQ
concat ( 'hay' , 'stack' ) =
'haystack'
concat (last_name , first_name
AMLR?GLQ 2CRSPLQRPSCGDRFCfPQRQRPGLEAML
R?GLQRFCQCAMLBQRPGLEMRFCPUGQC
PCRSPLQD?JQC
contains ('broomstick',
'room') = true
contains (product, 'trial
version')
CBGR=BGQR?LAC !AACNRQRUMRCVRQRPGLEQ2CRSPLQ
RFCCBGRBGQR?LACKGLGKSKLSK
@CPMDMNCP?RGMLQPCOSGPCBRM
RP?LQDMPKMLCQRPGLEGLRMRFCMRF
CP?Q?LGLRCECP7MPIQUGRF
QRPGLEQSLBCPAF?P?ARCPQ
edit_distance ('attorney',
'atty') = 4
edit_distance (color, 'red')
CBGR=BGQR?LAC=UGRF=A?N !AACNRQRUMRCVRQRPGLEQ?LB?L
GLRCECPRMQNCAGDWRFCSNNCPJGKGR
A?NDMPRFCCBGRBGQR?LACKGLG
KSKLSK@CPMDMNCP?RGMLQPC
OSGPCBRMRP?LQDMPKMLCQRPGLEGL
RMRFCMRFCP)DRFCCBGRBGQR?LAC
GQJCQQRF?LMPCOS?JRMRFCQNCAG
fCBA?NPCRSPLQRFCCBGRBGQR?LAC
)DGRGQFGEFCPRF?LRFCA?NPCRSPLQ
RFCA?NNJSQ7MPIQUGRFQRPGLEQ
SLBCPAF?P?ARCPQ
edit_distance_with_cap
('pokemon go', 'minecraft
pixelmon', 3) = 4
edit_distance_with_cap (event,
'burning man', 3)
QGKGJ?P=RM !AACNRQ?BMASKCLRRCVRQRPGLE
?LB?QC?PAFRCVRQRPGLE2CRSPLQ
RPSCGDPCJCT?LACQAMPCMD
RFCQC?PAFQRPGLEUGRFPCQNCARRM
RFCBMASKCLRGQEPC?RCPRF?LMP
COS?JRM2CJCT?LACGQ@?QCB
MLCBGRBGQR?LACLSK@CPMD
UMPBQGLRFCOSCPW?LBJCLERFMD
UMPBQGLRFCOSCPWUFGAF?PCNPC
QCLRGLRFCBMASKCLR
similar_to ('hello world',
'hello swirl') = true
similar_to (current team,
drafted by)
QGKGJ?PGRW !AACNRQ?BMASKCLRRCVRQRPGLE
?LB?QC?PAFRCVRQRPGLE2CRSPLQ
RFCPCJCT?LACQAMPCMDRFC
QC?PAFQRPGLEUGRFPCQNCARRMRFC
similarity ('where is the
burning man concert', 'burning
man') = 46
similarity (tweet1, tweet2)
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
BMASKCLR2CJCT?LACGQ@?QCBML
CBGRBGQR?LACLSK@CPMDUMPBQGL
RFCOSCPW?LBJCLERFMDUMPBQGL
RFCOSCPWUFGAF?PCNPCQCLRGL
RFCBMASKCLR)DRFCRUMQRPGLEQ
?PC?LCV?ARK?RAFPCRSPLQ
QNCJJQ=JGIC !AACNRQRUMRCVRQRPGLEQ2CRSPLQ
RPSCGDRFCW?PCQNCJJCBQGKGJ?PJW
?LBD?JQCGDRFCW?PCLMR7MPIQ
UGRFQRPGLEQSLBCPAF?P?A
RCPQ
spells_like ('thouhgtspot',
'thoughtspot') = true
spells_like (studio,
distributor)
QRPJCL 2CRSPLQRFCJCLERFMDRFCRCVR strlen ('smith') = 5
strlen (lastname)
QRPNMQ 2CRSPLQRFCLSKCPGANMQGRGML
QR?PRGLEDPMKMDRFCfPQRMA
ASPPCLACMDRFCQCAMLBQRPGLEGL
RFCfPQRQRPGLEMPGDLMRDMSLB
strpos
('haystack_with_needles',
'needle') = 14
strpos (complaint, 'lawyer')
QS@QRP 2CRSPLQRFCNMPRGMLMDRFCEGTCL
QRPGLE@CEGLLGLE?RRFCJMA?RGML
QNCAGfCBQR?PRGLEDPMK?LBMD
RFCEGTCLJCLERF
substr ('persnickety', 3, 7) =
snicket
substr (lastname, 0, 5)
66?PG?@JCQ?PG?@JCQ
4FCQCT?PG?@JCQA?L@CSQCBGLWMSPCVNPCQQGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
ts_groups 2CRSPLQRFCJGQR?JJRFCEPMSNQRFCASPPCLRJMEECBGLSQCP@CJMLEQRM&MP
?LWPMUGDRFCCVNPCQQGMLCT?JS?RCQRMRPSCDMP?LWMDRFCEPMSNQRFC
SQCPA?LQCCRF?RPMU
ts_groups
= east
2MUJCTCJQCASPGRWPSJCQPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&&MPKSJ?PMPKSJ?PCDCDCPCPCLACLACC
4FMSEFR3NMR?JJMUQWMSRMAPC?RCBCPGTCBAMJSKLQGLUMPIQFCCRQSQGLEDMPKSJ?Q4FGQPCDCPCLACJGQRQRFC
T?PGMSQMNCP?RMPQ?LBDSLARGMLQWMSA?LSQCRMAPC?RCDMPKSJ?Q
9MSA?L?JQMQCCRFGQJGQRMDMNCP?RMPQ?LBCV?KNJCQDPMKUGRFGLRFC&MPKSJ?"SGJBCP@WQCJCARGLE &&MPKSJ?MPKSJ?
!Q!QQGQQGQR?LRR?LR
!!EEPEEPCE?CE?RRCDSLARGMLQCDSLARGMLQ
4FCQCDSLARGMLQA?L@CSQCBRM?EEPCE?RCB?R?
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
?TCP?EC 2CRSPLQRFC?TCP?ECMD?JJRFCT?JSCQMD?AMJSKL average (revenue)
AMSLR 2CRSPLQRFCLSK@CPMDPMUQGLRFCR?@JCAMLR?GL
GLERFCAMJSKL
count (product)
ASKSJ?RGTC=?TCP?EC 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFC?TCP?ECMDRFCKC?QSPC?AASKSJ?RCB
@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB
cumulative_average
(revenue, order
date, state)
ASKSJ?RGTC=K?V 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCK?VGKSKMDRFCKC?QSPC?AASKSJ?RCB
@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB
cumulative_max
(revenue, state)
ASKSJ?RGTC=KGL 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCKGLGKSKMDRFCKC?QSPC?AASKSJ?RCB
@WRFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB
cumulative_min
(revenue, campaign)
ASKSJ?RGTC=QSK 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCQSKMDRFCKC?QSPC?AASKSJ?RCB@W
RFC?RRPG@SRCQGLRFCMPBCPQNCAGfCB
cumulative_sum
(revenue, order
date)
EPMSN=?TCP?EC 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFC?TCP?ECMDRFCKC?QSPCEPMSNCB@WRFC
?RRPG@SRCQ
group_average
(revenue, customer
region, state)
EPMSN=AMSLR 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCAMSLRMDRFCKC?QSPCEPMSNCB@WRFC
?RRPG@SRCQ
group_count
(revenue, customer
region)
EPMSN=K?V 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCK?VGKSKMDRFCKC?QSPCEPMSNCB@W
RFC?RRPG@SRCQ
group_max
(revenue, customer
region)
EPMSN=KGL 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCKGLGKSKMDRFCKC?QSPCEPMSNCB@W
RFC?RRPG@SRCQ
group_min
(revenue, customer
region)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
EPMSN=QRBBCT 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCQR?LB?PBBCTG?RGMLMDRFCKC?QSPC
EPMSNCB@WRFC?RRPG@SRCQ
group_stddev
(revenue, customer
region)
EPMSN=QSK 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCQSKMDRFCKC?QSPCEPMSNCB@WRFC?R
RPG@SRCQ
group_sum
(revenue, customer
region)
EPMSN=SLGOSC=AMSLR 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCSLGOSCAMSLRMDRFCKC?QSPCEPMSNCB
@WRFC?RRPG@SRCQ
group_unique_count
(product ,
supplier)
EPMSN=T?PG?LAC 4?ICQ?KC?QSPC?LBMLCMPKMPC?RRPG@SRCQ2C
RSPLQRFCT?PG?LACMDRFCKC?QSPCEPMSNCB@W
RFC?RRPG@SRCQ
group_variance
(revenue, customer
region)
K?V 2CRSPLQRFCK?VGKSKT?JSCMD?AMJSKL max (sales)
KGL 2CRSPLQRFCKGLGKSKT?JSCMD?AMJSKL min (revenue)
KMTGLE=?TCP?EC 4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGL
BMURM?EEPCE?RCMTCP?LBMLCMPKMPC?RRPG@SR
CQ4FCUGLBMUGQASPPCLR.SKd#SPPCLR
.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGL
RFCUGLBMU&MPCV?KNJCabUGJJF?TC?UGLBMU
QGXCMD4MBCfLC?UGLBMURF?R@CEGLQ@CDMPC
#SPPCLRQNCAGDW?LCE?RGTCLSK@CPDMP.SK
2CRSPLQRFC?TCP?ECMDRFCKC?QSPCMTCPRFCEGT
CLUGLBMU4FC?RRPG@SRCQ?PCRFCMPBCPGLE
AMJSKLQSQCBRMAMKNSRCRFCKMTGLE?TCP?EC
moving_average
(revenue, 2, 1,
customer region)
KMTGLE=K?V 4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGL
BMURM?EEPCE?RCMTCP?LBMLCMPKMPC?RRPG@SR
CQ4FCUGLBMUGQASPPCLR.SKd#SPPCLR
.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGL
RFCUGLBMU&MPCV?KNJCabUGJJF?TC?UGLBMU
QGXCMD4MBCfLC?UGLBMURF?R@CEGLQ@CDMPC
#SPPCLRQNCAGDW?LCE?RGTCLSK@CPDMP.SK
2CRSPLQRFCK?VGKSKMDRFCKC?QSPCMTCPRFC
EGTCLUGLBMU4FC?RRPG@SRCQ?PCRFCMPBCPGLE
AMJSKLQSQCBRMAMKNSRCRFCKMTGLEK?VGKSK
moving_max
(complaints, 1, 2,
store name)
KMTGLE=KGL 4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGL
BMURM?EEPCE?RCMTCP?LBMLCMPKMPC?RRPG@SR
CQ4FCUGLBMUGQASPPCLR.SKd#SPPCLR
.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGL
RFCUGLBMU&MPCV?KNJCabUGJJF?TC?UGLBMU
QGXCMD4MBCfLC?UGLBMURF?R@CEGLQ@CDMPC
#SPPCLRQNCAGDW?LCE?RGTCLSK@CPDMP.SK
2CRSPLQRFCKGLGKSKMDRFCKC?QSPCMTCPRFC
EGTCLUGLBMU4FC?RRPG@SRCQ?PCRFCMPBCPGLE
AMJSKLQSQCBRMAMKNSRCRFCKMTGLEKGLGKSK
moving_min
(defects, 3, 1,
product)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
KMTGLE=QSK 4?ICQ?KC?QSPCRUMGLRCECPQRMBCfLCRFCUGL
BMURM?EEPCE?RCMTCP?LBMLCMPKMPC?RRPG@SR
CQ4FCUGLBMUGQASPPCLR.SKd#SPPCLR
.SKUGRF@MRFCLBNMGLRQ@CGLEGLAJSBCBGL
RFCUGLBMU&MPCV?KNJCabUGJJF?TC?UGLBMU
QGXCMD4MBCfLC?UGLBMURF?R@CEGLQ@CDMPC
#SPPCLRQNCAGDW?LCE?RGTCLSK@CPDMP.SK
2CRSPLQRFCQSKMDRFCKC?QSPCMTCPRFCEGTCL
UGLBMU4FC?RRPG@SRCQ?PCRFCMPBCPGLEAMJSKLQ
SQCBRMAMKNSRCRFCKMTGLEQSK
moving_sum
(revenue, 1, 1,
order date)
QRBBCT 2CRSPLQRFCQR?LB?PBBCTG?RGMLMD?JJT?JSCQMD?
AMJSKL
stddev (revenue)
QSK 2CRSPLQRFCQSKMD?JJRFCT?JSCQMD?AMJSKL sum (revenue)
SLGOSCAMSLR 2CRSPLQRFCLSK@CPMDSLGOSCT?JSCQMD?AMJ
SKL
unique count
(customer)
T?PG?LAC 2CRSPLQRFCT?PG?LACMD?JJRFCT?JSCQMD?AMJ
SKL
variance (revenue)
##MLMLTTCPQGMLDSLARGMLQCPQGMLDSLARGMLQ
4FCQCDSLARGMLQA?L@CSQCBRMAMLTCPRB?R?DPMKMLCB?R?RWNCRM?LMRFCP#MLTCPQGMLRMMPDPMKB?RC
B?R?RWNCQGQLMRQSNNMPRCB
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
to_bool 2CRSPLQRFCGLNSR?Q?@MMJC?LRPSCMPD?JQC to_bool (0) = false
to_bool (married)
to_date !AACNRQ?B?RCPCNPCQCLRCB?Q?LGLRCECPMPRCVR
QRPGLE?LB?QCAMLBQRPGLEN?P?KCRCPRF?RA?LGL
AJSBCQRPNRGKCB?RCDMPK?RRGLECJCKCLRQ2C
NJ?ACQ?JJRFCT?JGBQRPNRGKCB?RCDMPK?RRGLECJC
KCLRQUGRFRFCGPQRPGLEAMSLRCPN?PRQ?LBPCRSPLQ
RFCPCQSJR$MCQLMR?AACNRCNMAFDMPK?RRCB
B?RCQ?QGLNSR
to_date (date_sold,
'%Y-%m-%d')
to_double 2CRSPLQRFCGLNSR?Q?BMS@JC to_double ('3.14') = 3.14
to_double (revenue * .01)
to_integer 2CRSPLQRFCGLNSR?Q?LGLRCECPto_integer ('45') + 1 = 46
to_integer (price + tax -
cost)
to_string 2CRSPLQRFCGLNSR?Q?RCVRQRPGLE to_string (45 + 1) = '46'
to_string (revenue - cost)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
$?$?RRCDSLARGMLQCDSLARGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
add_days 2CRSPLQRFCPCQSJRMD?BBGLE
RFCQNCAGfCBLSK@CPMD
B?WQRMRFCEGTCLB?RC
add_days (01/30/2015, 5) = 02/04/2015
add_days (invoiced, 30)
date 2CRSPLQRFCB?RCNMPRGMLMD
?EGTCLB?RC
date (home visit)
day 2CRSPLQRFCLSK@CP
MDRFCB?WDMPRFCEGTCL
B?RC
day (01/15/2014) = 15
day (date ordered)
day_number_of_week 2CRSPLQRFCLSK@CPMD
RFCB?WGL?UCCIDMPRFC
EGTCLB?RCUGRF@CGLE
-MLB?W?LB@CGLE3SL
B?W
day_number_of_week (01/30/2015) = 6
day_number_of_week (shipped)
day_number_of_year 2CRSPLQRFCLSK@CP
MDRFCB?WGL?WC?PDMPRFC
EGTCLB?RC
day_number_of_year (01/30/2015) = 30
day_number_of_year (invoiced)
day_of_week 2CRSPLQRFCB?WMDRFC
UCCIDMPRFCEGTCLB?RC
day_of week (01/30/2015) = Friday
day_of_week (serviced)
diff_days 3S@RP?ARQRFCQCAMLBB?RC
DPMKRFCfPQRB?RC?LBPC
RSPLQRFCPCQSJRGLLSK@CP
MDB?WQPMSLBCBBMULGD
LMRCV?AR
diff_days (01/15/2014, 01/17/2014) =
-2
diff_days (purchased, shipped)
diff_time 3S@RP?ARQRFCQCAMLBB?RC
DPMKRFCfPQRB?RC?LBPC
RSPLQRFCPCQSJRGLLSK@CP
MDQCAMLBQ
diff_time (01/01/2014, 01/01/2014) =
-86,400
diff_time (clicked, submitted)
hour_of_day 2CRSPLQRFCFMSPMDRFCB?W
DMPRFCEGTCLB?RC
hour_of_day (received)
is_weekend 2CRSPLQRPSCGDRFCEGTCL
B?RCD?JJQML?3?RSPB?WMP
3SLB?W
is_weekend (01/31/2015) = true
is_weekend (emailed)
month 2CRSPLQRFCKMLRFDPMKRFC
EGTCLB?RC
month (01/15/2014) = January
month (date ordered)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
month_number 2CRSPLQRFCLSK@CP
MDRFCKMLRFDMPRFCEGTCL
B?RC
month_number (09/20/2014) = 9
month_number (purchased)
now 2CRSPLQRFCASPPCLRRGKC
QR?KN
now ()
start_of_month 2CRSPLQ>---WWWW>DMP
RFCfPQRB?WMDRFCKMLRF
9MSPGLQR?JJ?RGMLAMLfESP?
RGMLA?LMTCPPGBCRFGQQCR
RGLEQMRF?RGRPCRSPLQ?BGD
DCPCLRDMPK?RQSAF?Q>--
BBWWWW>3NC?IUGRFWMSP
4FMSEFR3NMR?BKGLGQRP?RMP
GDWMS
start_of_month ( 01/31/2015 ) = Jan
FY 2015
start_of_month (shipped)
start_of_quarter 2CRSPLQRFCB?RCDMPRFC
fPQRB?WMDRFCOS?PRCPDMP
RFCEGTCLB?RC
start_of_quarter ( 09/18/2015 ) = Q3
FY 2015
start_of_quarter (sold)
start_of_week 2CRSPLQRFCB?RCDMPRFC
fPQRB?WMDRFCUCCIDMPRFC
EGTCLB?RC
start_of_week ( 06/01/2015 ) = 05/30/
2015 Week
start_of_week (emailed)
start_of_year 2CRSPLQRFCB?RCDMPRFC
fPQRB?WMDRFCWC?PDMPRFC
EGTCLB?RC
start_of_year ( 02/15/2015 ) = FY
2015
start_of_year (joined)
time 2CRSPLQRFCRGKCNMPRGMLMD
?EGTCLB?RC
time (3/1/2002 10:32) = 10:32
time (call began)
year 2CRSPLQRFCWC?PDPMKRFC
EGTCLB?RC
year (01/15/2014) = 2014
year (date ordered)
-GV-GVCBDSLARGMLQCBDSLARGMLQ
4FCQCDSLARGMLQA?L@CSQCBUGRFRCVR?LBLSKCPGAB?R?RWNCQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
!= 2CRSPLQRPSCGDRFCfPQRT?JSCGQLMRCOS?J
RMRFCQCAMLBT?JSC
3 != 2 = true
revenue != 1000000
<2CRSPLQRPSCGDRFCfPQRT?JSCGQJCQQRF?L
RFCQCAMLBT?JSC
3 < 2 = false
revenue < 1000000
<= 2CRSPLQRPSCGDRFCfPQRT?JSCGQJCQQRF?L
MPCOS?JRMRFCQCAMLBT?JSC
1 <= 2 = true
revenue <= 1000000
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
=2CRSPLQRPSCGDRFCfPQRT?JSCGQCOS?JRM
RFCQCAMLBT?JSC
2 = 2 = true
revenue = 1000000
>2CRSPLQRPSCGDRFCfPQRT?JSCGQEPC?RCP
RF?LRFCQCAMLBT?JSC
3 > 2 = true
revenue > 1000000
>= 2CRSPLQRPSCGDRFCfPQRT?JSCGQEPC?RCP
RF?LMPCOS?JRMRFCQCAMLBT?JSC
3 >= 2 = true
revenue >= 1000000
greatest 2CRSPLQRFCJ?PECPMDRFCT?JSCQ greatest (20, 10) = 20
greatest (q1 revenue, q2 revenue)
least 2CRSPLQRFCQK?JJCPMDRFCT?JSCQ least (20, 10) = 10
least (q1 revenue, q2 revenue)
.SK@CPDSLARGMLQ.SK@CPDSLARGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
?2CRSPLQRFCPCQSJRMDKSJRGNJWGLE
@MRFLSK@CPQ
3 * 2 = 6
price * taxrate
+2CRSPLQRFCPCQSJRMD?BBGLE@MRF
LSK@CPQ
1 + 2 = 3
price + shipping
-2CRSPLQRFCPCQSJRMDQS@RP?ARGLE
RFCQCAMLBLSK@CPDPMKRFCfPQR
3 - 2 = 1
revenue - tax
/2CRSPLQRFCPCQSJRMDBGTGBGLERFC
fPQRLSK@CP@WRFCQCAMLB
6 / 3 = 2
markup / retail price
^2CRSPLQRFCfPQRLSK@CPP?GQCBRM
RFCNMUCPMDRFCQCAMLB
3 ^ 2 = 9
width ^ 2
abs 2CRSPLQRFC?@QMJSRCT?JSC abs (-10) = 10
abs (profit)
acos 2CRSPLQRFCGLTCPQCAMQGLCGLBC
EPCCQ
acos (0.5) = 60
acos (cos-satellite-angle)
asin 2CRSPLQRFCGLTCPQCQGLCQNCAGfCB
GLBCEPCCQ
asin (0.5) = 30
asin (sin-satellite-angle)
atan 2CRSPLQRFCGLTCPQCR?LECLRGLBC
EPCCQ
atan (1) = 45
atan (tan-satellite-angle)
atan2 2CRSPLQRFCGLTCPQCR?LECLRGLBC
EPCCQ
atan2 (10, 10) = 45
atan2 (longitude, latitude)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
cbrt 2CRSPLQRFCAS@CPMMRMD?LSK
@CP
cbrt (27) = 3
cbrt (volume)
ceil 2CRSPLQRFCQK?JJCQRDMJJMUGLEGL
RCECP
ceil (5.9) = 6
ceil (growth rate)
cos 2CRSPLQRFCAMQGLCMD?L?LEJC
QNCAGfCBGLBCEPCCQ
cos (63) = 0.45
cos (beam angle)
cube 2CRSPLQRFCAS@CMD?LSK@CPcube (3) = 27
cube (length)
exp 2CRSPLQ%SJCP`QLSK@CP\
P?GQCBRM?NMUCP
exp (2) = 7.38905609893
exp (growth)
exp2 2CRSPLQP?GQCBRM?NMUCPexp2 (3) = 8
exp2 (growth)
floor 2CRSPLQRFCJ?PECQRNPCTGMSQGLRC
ECP
floor (5.1) = 5
floor (growth rate)
ln 2CRSPLQRFCL?RSP?JJME?PGRFK ln (7.38905609893) = 2
ln (distance)
log10 2CRSPLQRFCJME?PGRFKUGRF@?QC

log10 (100) = 2
log10 (volume)
log2 2CRSPLQRFCJME?PGRFKUGRF@?QC
@GL?PWJME?PGRFK
log2 (32) = 5
log2 (volume)
mod 2CRSPLQRFCPCK?GLBCPMDfPQR
LSK@CPBGTGBCB@WRFCQCAMLB
LSK@CP
mod (8, 3) = 2
mod ( revenue , quantity )
pow 2CRSPLQRFCfPQRLSK@CPP?GQCBRM
RFCNMUCPMDRFCQCAMLBLSK@CP
pow (5, 2) = 25
pow (width, 2)
random 2CRSPLQ?P?LBMKLSK@CP@C
RUCCL?LB
random ( ) = .457718
random ( )
round 2CRSPLQRFCfPQRLSK@CPPMSLBCB
RMRFCQCAMLBLSK@CPRFCBCD?SJR
GQ
round (35.65, 10) = 40
round (battingavg, 100)
safe_divide 2CRSPLQRFCPCQSJRMDBGTGBGLERFC
fPQRLSK@CP@WRFCQCAMLB)DRFC
QCAMLBLSK@CPGQPCRSPLQGL
QRC?BMD.?.LMR?LSK@CP
safe_divide (12, 0) = 0
safe_divide (total_cost, units)
sign 2CRSPLQGDRFCLSK@CPGQEPC?RCP sign (-250) = -1
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
RF?LXCPMGDJCQQRF?LXCPMGD
XCPM
sign (growth rate)
sin 2CRSPLQRFCQGLCMD?L?LEJCQNCA
GfCBGLBCEPCCQ
sin (35) = 0.57
sin (beam angle)
spherical_distance 2CRSPLQRFCBGQR?LACGLIK@C
RUCCLRUMNMGLRQML%?PRF
spherical_distance (37.465191,
-122.153617, 37.421962,
-122.142174) = 4,961.96
spherical_distance
(start_latitude,
start_longitude,
start_latitude, start_longitude)
sq 2CRSPLQRFCQOS?PCMD?LSKCPGA
T?JSC
sq (9) = 81
sq (width)
sqrt 2CRSPLQRFCQOS?PCPMMR sqrt (9) = 3
sqrt (area)
tan 2CRSPLQRFCR?LECLRMD?L?LEJC
QNCAGfCBGLBCEPCCQ
tan (35) = 0.7
tan (beam angle)
/NCP/NCP??RRMPQMPQ
/NCP/NCP??RRMPMP $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
and 2CRSPLQRPSCUFCL@MRFAMLBGRGMLQ
?PCRPSCMRFCPUGQCPCRSPLQD?JQC
(1 = 1) and (3 > 2) = true
lastname = 'smith' and state
='texas'
if…then…else #MLBGRGML?JMNCP?RMPif (3 > 2) then 'bigger' else 'not
bigger'
if (cost > 500) then 'flag' else
'approve'
ifnull 2CRSPLQRFCfPQRT?JSCGDGRGQLMRLSJJ
MRFCPUGQCPCRSPLQRFCQCAMLB
ifnull (cost, 'unknown')
isnull 2CRSPLQRPSCGDRFCT?JSCGQLSJJ isnull (phone)
not 2CRSPLQRPSCGDRFCAMLBGRGMLGQD?JQC
MRFCPUGQCPCRSPLQD?JQC
not (3 > 2) = false
not (state = 'texas')
or 2CRSPLQRPSCUFCLCGRFCPAMLBGRGMLGQ
RPSCMRFCPUGQCPCRSPLQD?JQC
(1 = 5) or (3 > 2) = true
state = 'california' or state
='oregon'
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
44CCVRDSLARGMLQVRDSLARGMLQ
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
AMLA?R 2CRSPLQRFCMLCMPKMPCT?JSCQ
?Q?AMLA?RCL?RCBRCVRQRPGLE"C
QSPCRMSQCQGLEJCOSMRCQGLQRC?B
MDBMS@JCOSMRCQ?PMSLBC?AFMD
RFCQRPGLEQ
concat ( 'hay' , 'stack' ) =
'haystack'
concat (last_name , first_name
AMLR?GLQ 2CRSPLQRPSCGDRFCfPQRQRPGLEAML
R?GLQRFCQCAMLBQRPGLEMRFCPUGQC
PCRSPLQD?JQC
contains ('broomstick',
'room') = true
contains (product, 'trial
version')
CBGR=BGQR?LAC !AACNRQRUMRCVRQRPGLEQ2CRSPLQ
RFCCBGRBGQR?LACKGLGKSKLSK
@CPMDMNCP?RGMLQPCOSGPCBRM
RP?LQDMPKMLCQRPGLEGLRMRFCMRF
CP?Q?LGLRCECP7MPIQUGRF
QRPGLEQSLBCPAF?P?ARCPQ
edit_distance ('attorney',
'atty') = 4
edit_distance (color, 'red')
CBGR=BGQR?LAC=UGRF=A?N !AACNRQRUMRCVRQRPGLEQ?LB?L
GLRCECPRMQNCAGDWRFCSNNCPJGKGR
A?NDMPRFCCBGRBGQR?LACKGLG
KSKLSK@CPMDMNCP?RGMLQPC
OSGPCBRMRP?LQDMPKMLCQRPGLEGL
RMRFCMRFCP)DRFCCBGRBGQR?LAC
GQJCQQRF?LMPCOS?JRMRFCQNCAG
fCBA?NPCRSPLQRFCCBGRBGQR?LAC
)DGRGQFGEFCPRF?LRFCA?NPCRSPLQ
RFCA?NNJSQ7MPIQUGRFQRPGLEQ
SLBCPAF?P?ARCPQ
edit_distance_with_cap
('pokemon go', 'minecraft
pixelmon', 3) = 4
edit_distance_with_cap (event,
'burning man', 3)
QGKGJ?P=RM !AACNRQ?BMASKCLRRCVRQRPGLE
?LB?QC?PAFRCVRQRPGLE2CRSPLQ
RPSCGDPCJCT?LACQAMPCMD
RFCQC?PAFQRPGLEUGRFPCQNCARRM
RFCBMASKCLRGQEPC?RCPRF?LMP
COS?JRM2CJCT?LACGQ@?QCB
MLCBGRBGQR?LACLSK@CPMD
UMPBQGLRFCOSCPW?LBJCLERFMD
UMPBQGLRFCOSCPWUFGAF?PCNPC
QCLRGLRFCBMASKCLR
similar_to ('hello world',
'hello swirl') = true
similar_to (current team,
drafted by)
QGKGJ?PGRW !AACNRQ?BMASKCLRRCVRQRPGLE
?LB?QC?PAFRCVRQRPGLE2CRSPLQ
RFCPCJCT?LACQAMPCMDRFC
QC?PAFQRPGLEUGRFPCQNCARRMRFC
similarity ('where is the
burning man concert', 'burning
man') = 46
similarity (tweet1, tweet2)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
&SLARGML&SLARGML $CQAPGNRGML$CQAPGNRGML %V%V?KNJCQ?KNJCQ
BMASKCLR2CJCT?LACGQ@?QCBML
CBGRBGQR?LACLSK@CPMDUMPBQGL
RFCOSCPW?LBJCLERFMDUMPBQGL
RFCOSCPWUFGAF?PCNPCQCLRGL
RFCBMASKCLR)DRFCRUMQRPGLEQ
?PC?LCV?ARK?RAFPCRSPLQ
QNCJJQ=JGIC !AACNRQRUMRCVRQRPGLEQ2CRSPLQ
RPSCGDRFCW?PCQNCJJCBQGKGJ?PJW
?LBD?JQCGDRFCW?PCLMR7MPIQ
UGRFQRPGLEQSLBCPAF?P?A
RCPQ
spells_like ('thouhgtspot',
'thoughtspot') = true
spells_like (studio,
distributor)
QRPJCL 2CRSPLQRFCJCLERFMDRFCRCVR strlen ('smith') = 5
strlen (lastname)
QRPNMQ 2CRSPLQRFCLSKCPGANMQGRGML
QR?PRGLEDPMKMDRFCfPQRMA
ASPPCLACMDRFCQCAMLBQRPGLEGL
RFCfPQRQRPGLEMPGDLMRDMSLB
strpos
('haystack_with_needles',
'needle') = 14
strpos (complaint, 'lawyer')
QS@QRP 2CRSPLQRFCNMPRGMLMDRFCEGTCL
QRPGLE@CEGLLGLE?RRFCJMA?RGML
QNCAGfCBQR?PRGLEDPMK?LBMD
RFCEGTCLJCLERF
substr ('persnickety', 3, 7) =
snicket
substr (lastname, 0, 5)
&MPKSJ?PCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
%PP%PPMPAMPAMBCPMBCPCDCDCPCPCLACLACC
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&?GJCBRMBCJCRCB?R?QMSPAC .MLC
43 %22/2 &?GJCBRMCVCASRC$$, &?GJCBRMCVCASRC$$, .MLC
43 %22/2 &?GJCBRMSNB?RCQAFCBSJC &?GJCBRMSNB?RCQAFCBSJC .MLC
43 %22/2 &?GJCBRMPCJM?BR?QIQ &?GJCBRMPCJM?BR?QIQ .MLC
43 %22/2 &?GJCBRMQRMNR?QIQ &?GJCBRMQRMNR?QIQ .MLC
43 %22/2 &?GJCBRMECRAPC?RGML$$, &?GJCBRMECRAPC?RGML$$, .MLC
43 %22/2 &?GJCBRMJM?BDPMKB?R?
QMSPAC
&?GJCBRMJM?BDPMKB?R?QMSPAC .MLC
43 %22/2 &?GJCBRMAPC?RCAMLLCA
RGMLRMB?R?QMSPAC
&?GJCBRMAPC?RCAMLLCARGMLRMB?R?
QMSPAC
.MLC
43 %22/2 &?GJCBRMAPC?RCB?R?
QMSPAC
&?GJCBRMAPC?RCB?R?QMSPAC .MLC
43 %22/2 &?GJCBRMAMLLCARRMB?R?
QMSPAC
&?GJCBRMAMLLCARRMB?R?QMSPAC .MLC
43 %22/2 &?GJCBRMECRB?R?QMSPAC
AMLLCARGMLfCJBGLDM
&?GJCBRMECRB?R?QMSPACAMLLCARGML
fCJBGLDM
.MLC
43 %22/2 &?GJCBRMECRAMLLCARGML
JGQRDMPB?R?QMSPAC
&?GJCBRMECRAMLLCARGMLJGQRDMPB?R?
QMSPAC
.MLC
43 %22/2 &?GJCBRMECRAMLLCARGML
?RRPG@SRCQDMPB?R?QMSPAC
&?GJCBRMECRAMLLCARGML?RRPG@SRCQDMP
B?R?QMSPAC
.MLC
43 %22/2 &?GJCBRMECRAMLLCARGMLQ &?GJCBRMECRAMLLCARGMLQRMB?R? .MLC
%PPMPAMBCPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
RMB?R?QMSPAC QMSPAC
43 %22/2 &?GJCBRMDCRAFB?R?QMSPAC
AMLfE
&?GJCBRMDCRAFB?R?QMSPACAMLfE .MLC
43 %22/2 &?GJCBRMN?PQCQOJ &?GJCBRMN?PQCQOJ .MLC
43 %22/2 &?GJCBRMCVCASRCQOJ &?GJCBRMCVCASRCQOJ .MLC
43 ).&/ 3SAACQQDSJJWAPC?RCBAML
LCARGMLRMB?R?QMSPAC
.MLC .MLC
43 ).&/ 3SAACQQDSJJWSNB?RCBB?R?
SNJM?BQAFCBSJC
.MLC .MLC
43 %22/2 &?GJCBRMCVCASRCQOJ 0JC?QCAFCAIRFCD?GJGLEAMKK?LBCVC
ASRCBY[QR?RCKCLRQQSAACQQDSJJW
.MLC
43 %22/2 ,GEFRUCGEFRB?R?A?AFC
BGQ?@JCB
,GEFRUCGEFRB?R?A?AFCBGQ?@JCB .MLC
43 ).&/ 3CJCARCBR?@JCQUCPC
OSCSCBDMPJM?BGLE
3CJCARCBR?@JCQUCPCOSCSCBDMPJM?B
GLE
.MLC
43 %22/2 $?R?4WNCAMLTCPQGMLCPPMP .MK?NNGLEDMSLBDMPQMSPACB?R?RWNC
RM4FMSEFR3NMRB?R?RWNC
.MLC
43 ).&/ 3SAACQQDSJJWPCJM?BR?QI
QR?PRCB
.MLC .MLC
43 ).&/ 3SAACQQDSJJWAMLLCARCBRM
B?R?QMSPAC
.MLC .MLC
43 ).&/ 3SAACQQDSJJWAPC?RCBB?R?
QMSPAC
.MLC .MLC
43 ).&/ 3SAACQQDSJJWQRMNNCBRFC
R?QIQ
.MLC .MLC
43 ).&/ 3SAACQQDSJJWBCJCRCBRFC
AMLLCARGML
.MLC .MLC
43 %22/2 4FCPCU?Q?LCPPMPBCJCR
GLERFGQAMLLCARGML
.MLC .MLC
43 ).&/ 3SAACQQDSJJWCVCASRCBRFC
$$,
.MLC .MLC
%PPMPAMBCPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
#JSQ#JSQRRCP3CP3R?R?RSQ3CPTGARSQ3CPTGAC%PPC%PPMPQMPQ
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
43 7!2.).' &?GJCBRMDCRAFAJSQRCPGLDMPK?RGMLDPMKQC?PAF
QCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFR?@JCBCR?GJGLDMPK?RGMLDPMK
QC?PAFQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFAJSQRCPGLDMPK?RGMLDPMKB?R?@?QC
QCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFR?@JCBCR?GJGLDMPK?RGMLDPMK
B?R?@QCQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFAJSQRCPGLDMPK?RGMLDPMKAJSQRCP
K?L?ECKCLRQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFBCR?GJGLDMPK?RGMLDPMKAJSQRCP
K?L?ECKCLRQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFJMEDPMKAJSQRCPK?L?ECKCLRQCP
TGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFQL?NQFMRJGQRDPMKAJSQRCPK?L
?ECKCLRQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFAJSQRCPGLDMPK?RGMLDPMK?JCPR
K?L?ECKCLRQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFAJSQRCPGLDMPK?RGMLDPMKCTCLR
QCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAF?JCPRQGLDMPK?RGMLDPMK?JCPRK?L
?ECKCLRQCPTGAC
.MLC .MLC
43 7!2.).' &?GJCBRMDCRAFCTCLRQGLDMPK?RGMLDPMK?JCPR
K?L?ECKCLRQCPTGAC
.MLC .MLC
43 ).&/ 4F?LIQDMPWMSPDCCB@?AI .MLC .MLC
43 7!2.).' 3MPPW5L?@JCRMQS@KGRRFCDCCB@?AI?RRFGQKM
KCLR
.MLC .MLC
43 ).&/ 3SAACQQDSJJWCVNMPRCBM@HCARQ&GJCA?L@CDMSLB
?RY[
.MLC .MLC
%PPMPAMBCPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
43 %22/2 3MPPW5L?@JCRMCVNMPRM@HCARQ?RRFGQKMKCLR 7F?RF?N
NCLCBY[
.MLC
43 ).&/ 3SAACQQDSJJWGKNMPRCBM@HCARQ .MLC .MLC
43 %22/2 3MPPW5L?@JCRMGKNMPRM@HCARQ?RRFGQKMKCLR 7F?RF?N
NCLCBY[
.MLC
43 ).&/ 3SAACQQDSJJWBCJCRCBB?R?QMSPACM@HCARQ .MLC .MLC
#?JJMQSK!0)%PP#?JJMQSK!0)%PPMPQMPQ
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
43 %22/2 4FCB?R?WMS?PC
RPWGLERMBCJCRC
F?QQMKCBCNCL
BCLAGCQ
3MKCM@HCARQBCNCLBMLRFCB?R?
WMS?PCRPWGLERMBCJCRC
BCJCRCRFCBC
NCLBCLAGCQ
@CDMPCBCJCR
GLERFGQB?R?
43 %22/2 5FMF7C`PCLMR
QSPCUF?RF?N
NCLCB
0JC?QCCK?GJRFCRP?ACfJCRMY?B
KGL%K?GJ[
.MLC
43 %22/2 #MSJBLMR?SRFM
PGXCSQCP
4PWJMEEGLEGL?E?GL .MLC
43 %22/2 5FMF7C`PCLMR
QSPCUF?RF?N
NCLCB
0JC?QCCK?GJRFCRP?ACfJCRMY?B
KGL%K?GJ[
.MLC
43 7!2.).' 3RGJJJM?BGLEB?R?
AMKC@?AIQMML
.MLC .MLC
43 %22/2 5FMF7C`PCF?T
GLERPMS@JCECR
RGLEB?R?DMPRFGQ
PCOSCQR
0JC?QCCK?GJRFCRP?ACfJCRMY?B
KGL%K?GJ[
.MLC
43 %22/2 5FMF7C`PCF?T
GLERPMS@JCECR
RGLEB?R?DMPRFGQ
PCOSCQR
0JC?QCCK?GJRFCRP?ACfJCRMY?B
KGL%K?GJ[
.MLC
43 %22/2 5FMF7C`PCF?T
GLERPMS@JCECR
RGLEB?R?DMPRFGQ
PCOSCQR
0JC?QCCK?GJRFCRP?ACfJCRMY?B
KGL%K?GJ[
.MLC
43 %22/2 3MKCRFGLEUCLR 5FMF7C`PCLMRQSPCUF?RF?N .MLC
%PPMPAMBCPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
UPMLEUGRFWMSP
QC?PAF
NCLCB0JC?QCCK?GJRFCRP?ACfJC
RMY?BKGL%K?GJ[
43 %22/2 4FCA?JASJ?RGML
CLEGLCF?QRGKCB
MSR0JC?QCRPW
?E?GL
0JC?QCCK?GJRFCRP?ACfJCRMY?B
KGL%K?GJ[
.MLC
43 %22/2 #?LLMRMNCL/@
HCAR
/@HCARA?LLMR@CMNCLCBBSCRM
CPPMPQGLQMKCMDGRQBCNCLBCLAGCQ
.MLC
43"JGLI
'CLCP?RCB
%PPMPQ


43 7!2.).' #?LLMRAMLLCAR
RMRFCA?JASJ?RGML
CLEGLC0JC?QCRPW
?E?GLQMML
.MLC .MLC
43 7!2.).' 4FCA?JASJ?RGML
CLEGLCF?QRGKCB
MSR0JC?QCRPW
?E?GL
.MLC .MLC
43 7!2.).' #?LLMRAMLLCAR
RMRFCQC?PAFCL
EGLC0JC?QCRPW
?E?GLQMML
.MLC .MLC
43 7!2.).' 4FCQC?PAFCLEGLC
F?QRGKCBMSR
0JC?QCRPW?E?GL
.MLC .MLC
43 %22/2 #?LLMRMNCLY[ Y[A?LLMR@CMNCLCBBSCRMCPPMPQ
GLRFCDMJJMUGLEBCNCLBCLAGCQ
4WNCMDRFCM@HCAR4?@JC!LQUCP
0GL@M?PBCRA
.MLC
43 7!2.).' 7C`PCQRGJJGLBCV
GLERFGQB?R?RPW
?E?GLQMML
.MLC .MLC
43 %22/2 /@HCARGQLMRNPC
QCLRGLRFCQWQRCK
Y[GQLMRNPCQCLRGLRFCQWQRCK
4WNCMDRFCM@HCAR4?@JC!LQUCP
0GL@M?PBCRA
.MLC
43 %22/2 4FMSEFR3NMRGQ
SLPC?AF?@JC
.MLC .MLC
%PPMPAMBCPCDCPCLAC
$CACK@CP
4FMSEFR3NMR5QCP'SGBC 0?EC
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
0JC?QCRPW?E?GL
QMML
##MKKML%PPMKKML%PPMPQMPQ
##MBCMBC 3C3CTTCPGRWCPGRW 3SKK?PW3SKK?PW $CR?GJQ$CR?GJQ !!ARGMLARGML
43 %22/2 !QWQRCKCP
PMPF?QMA
ASPPCB
5FMF7C`PCLMRQSPCUF?RF?NNCLCB
0JC?QCAMLR?ARWMSP?BKGLGQRP?RMP
.MLC
43 %22/2 #MLLCARGML
D?GJCB
4FCKCR?B?R?QRMPCGQLMRPC?AF?@JC 0JC?QCAMLR?AR
WMSP?BKGLGQRP?
RMP
43 %22/2 4FCGLNSRGQ
GLT?JGB
)LNSRDPMKRFCAJGCLRRMRFCQCPTCPGQGL
T?JGB
0JC?QCAMLR?AR
WMSP?BKGLGQRP?
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43 %22/2 5LDMPRSL?RCJW
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43 %22/2 4FCSQCP
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43 %22/2 4FC@?QCM@
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WMSP?BKGLGQRP?
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43 %22/2 4FCAMLLCA
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43 %22/2 &?JAMLOSCPWA?LACJJCB .MLC .MLC
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43 %22/2 )LT?JGBPMU .MLC .MLC
43 %22/2 )LT?JGBR?@JCOSCPWPC
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43 %22/2 )LT?JGBAMJSKLGBCLRGfCP .MLC .MLC
43 %22/2 )LT?JGBTGQS?JGX?RGMLGBCL
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43 %22/2 .MB?R? 1SCPWCVCASRGMLPCQSJRCBGLLMB?R? .MLC
43 %22/2 1SCPWCVCASRGMLD?GJCB %PPMPGLOSCPWCVCASRGMLRM&?JAML .MLC
43 %22/2 !LQUCPB?R?ECLCP?RGML
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43 %22/2 %PPMPUFGJCCVNMPRGLEB?R?fJC .MLC .MLC
43 %22/2 )LT?JGBGLNSR 4FCBCfLGRGMLMDRFCHM@GQGL
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43 %22/2 .M?SRFMPNPMTGBCB .MLC .MLC
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43 %22/2 .MPCAGNGCLRQNPMTGBCB .MLC .MLC
43 %22/2 4FGQDMPK?RGQLMRQSNNMPRCB .MLC .MLC
43 %22/2 .MHM@L?KCNPMTGBCB .MLC .MLC
43 %22/2 .MHM@BCQAPGNRGMLNPMTGBCB .MLC .MLC
43 %22/2 0GL@M?PBB?R?CVNMPRCPPMP .MLC .MLC
43 %22/2 6GQS?JGX?RGMLB?R?CVNMPRCPPMP .MLC .MLC
43 %22/2 5QCPB?R?SL?T?GJ?@JC .MLC .MLC
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43 %22/2 3AFCK?APC?RGML
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43 %22/2 4FCM@HCARA?L
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