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c_custkey
int64 | c_name
large_string | c_address
large_string | c_nationkey
int64 | c_phone
large_string | c_acctbal
float64 | c_mktsegment
large_string | c_comment
large_string | column_9
large_string |
|---|---|---|---|---|---|---|---|---|
1 |
Customer#000000001
|
IVhzIApeRb ot,c,E
| 15 |
25-989-741-2988
| 711.56 |
BUILDING
|
to the even, regular platelets. regular, ironic epitaphs nag e
| null |
2 |
Customer#000000002
|
XSTf4,NCwDVaWNe6tEgvwfmRchLXak
| 13 |
23-768-687-3665
| 121.65 |
AUTOMOBILE
|
l accounts. blithely ironic theodolites integrate boldly: caref
| null |
3 |
Customer#000000003
|
MG9kdTD2WBHm
| 1 |
11-719-748-3364
| 7,498.12 |
AUTOMOBILE
|
deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov
| null |
4 |
Customer#000000004
|
XxVSJsLAGtn
| 4 |
14-128-190-5944
| 2,866.83 |
MACHINERY
|
requests. final, regular ideas sleep final accou
| null |
5 |
Customer#000000005
|
KvpyuHCplrB84WgAiGV6sYpZq7Tj
| 3 |
13-750-942-6364
| 794.47 |
HOUSEHOLD
|
n accounts will have to unwind. foxes cajole accor
| null |
6 |
Customer#000000006
|
sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn
| 20 |
30-114-968-4951
| 7,638.57 |
AUTOMOBILE
|
tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious
| null |
7 |
Customer#000000007
|
TcGe5gaZNgVePxU5kRrvXBfkasDTea
| 18 |
28-190-982-9759
| 9,561.95 |
AUTOMOBILE
|
ainst the ironic, express theodolites. express, even pinto beans among the exp
| null |
8 |
Customer#000000008
|
I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5
| 17 |
27-147-574-9335
| 6,819.74 |
BUILDING
|
among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide
| null |
9 |
Customer#000000009
|
xKiAFTjUsCuxfeleNqefumTrjS
| 8 |
18-338-906-3675
| 8,324.07 |
FURNITURE
|
r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl
| null |
10 |
Customer#000000010
|
6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2
| 5 |
15-741-346-9870
| 2,753.54 |
HOUSEHOLD
|
es regular deposits haggle. fur
| null |
11 |
Customer#000000011
|
PkWS 3HlXqwTuzrKg633BEi
| 23 |
33-464-151-3439
| -272.6 |
BUILDING
|
ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans.
| null |
12 |
Customer#000000012
|
9PWKuhzT4Zr1Q
| 13 |
23-791-276-1263
| 3,396.49 |
HOUSEHOLD
|
to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along
| null |
13 |
Customer#000000013
|
nsXQu0oVjD7PM659uC3SRSp
| 3 |
13-761-547-5974
| 3,857.34 |
BUILDING
|
ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely
| null |
14 |
Customer#000000014
|
KXkletMlL2JQEA
| 1 |
11-845-129-3851
| 5,266.3 |
FURNITURE
|
, ironic packages across the unus
| null |
15 |
Customer#000000015
|
YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn
| 23 |
33-687-542-7601
| 2,788.52 |
HOUSEHOLD
|
platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf
| null |
16 |
Customer#000000016
|
cYiaeMLZSMAOQ2 d0W,
| 10 |
20-781-609-3107
| 4,681.03 |
FURNITURE
|
kly silent courts. thinly regular theodolites sleep fluffily after
| null |
17 |
Customer#000000017
|
izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7
| 2 |
12-970-682-3487
| 6.34 |
AUTOMOBILE
|
packages wake! blithely even pint
| null |
18 |
Customer#000000018
|
3txGO AiuFux3zT0Z9NYaFRnZt
| 6 |
16-155-215-1315
| 5,494.43 |
BUILDING
|
s sleep. carefully even instructions nag furiously alongside of t
| null |
19 |
Customer#000000019
|
uc,3bHIx84H,wdrmLOjVsiqXCq2tr
| 18 |
28-396-526-5053
| 8,914.71 |
HOUSEHOLD
|
nag. furiously careful packages are slyly at the accounts. furiously regular in
| null |
20 |
Customer#000000020
|
JrPk8Pqplj4Ne
| 22 |
32-957-234-8742
| 7,603.4 |
FURNITURE
|
g alongside of the special excuses-- fluffily enticing packages wake
| null |
21 |
Customer#000000021
|
XYmVpr9yAHDEn
| 8 |
18-902-614-8344
| 1,428.25 |
MACHINERY
|
quickly final accounts integrate blithely furiously u
| null |
22 |
Customer#000000022
|
QI6p41,FNs5k7RZoCCVPUTkUdYpB
| 3 |
13-806-545-9701
| 591.98 |
MACHINERY
|
s nod furiously above the furiously ironic ideas.
| null |
23 |
Customer#000000023
|
OdY W13N7Be3OC5MpgfmcYss0Wn6TKT
| 3 |
13-312-472-8245
| 3,332.02 |
HOUSEHOLD
|
deposits. special deposits cajole slyly. fluffily special deposits about the furiously
| null |
24 |
Customer#000000024
|
HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG
| 13 |
23-127-851-8031
| 9,255.67 |
MACHINERY
|
into beans. fluffily final ideas haggle fluffily
| null |
25 |
Customer#000000025
|
Hp8GyFQgGHFYSilH5tBfe
| 12 |
22-603-468-3533
| 7,133.7 |
FURNITURE
|
y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final
| null |
26 |
Customer#000000026
|
8ljrc5ZeMl7UciP
| 22 |
32-363-455-4837
| 5,182.05 |
AUTOMOBILE
|
c requests use furiously ironic requests. slyly ironic dependencies us
| null |
27 |
Customer#000000027
|
IS8GIyxpBrLpMT0u7
| 3 |
13-137-193-2709
| 5,679.84 |
BUILDING
|
about the carefully ironic pinto beans. accoun
| null |
28 |
Customer#000000028
|
iVyg0daQ,Tha8x2WPWA9m2529m
| 8 |
18-774-241-1462
| 1,007.18 |
FURNITURE
|
along the regular deposits. furiously final pac
| null |
29 |
Customer#000000029
|
sJ5adtfyAkCK63df2,vF25zyQMVYE34uh
| 0 |
10-773-203-7342
| 7,618.27 |
FURNITURE
|
its after the carefully final platelets x-ray against
| null |
30 |
Customer#000000030
|
nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY
| 1 |
11-764-165-5076
| 9,321.01 |
BUILDING
|
lithely final requests. furiously unusual account
| null |
31 |
Customer#000000031
|
LUACbO0viaAv6eXOAebryDB xjVst
| 23 |
33-197-837-7094
| 5,236.89 |
HOUSEHOLD
|
s use among the blithely pending depo
| null |
32 |
Customer#000000032
|
jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J
| 15 |
25-430-914-2194
| 3,471.53 |
BUILDING
|
cial ideas. final, furious requests across the e
| null |
33 |
Customer#000000033
|
qFSlMuLucBmx9xnn5ib2csWUweg D
| 17 |
27-375-391-1280
| -78.56 |
AUTOMOBILE
|
s. slyly regular accounts are furiously. carefully pending requests
| null |
34 |
Customer#000000034
|
Q6G9wZ6dnczmtOx509xgE,M2KV
| 15 |
25-344-968-5422
| 8,589.7 |
HOUSEHOLD
|
nder against the even, pending accounts. even
| null |
35 |
Customer#000000035
|
TEjWGE4nBzJL2
| 17 |
27-566-888-7431
| 1,228.24 |
HOUSEHOLD
|
requests. special, express requests nag slyly furiousl
| null |
36 |
Customer#000000036
|
3TvCzjuPzpJ0,DdJ8kW5U
| 21 |
31-704-669-5769
| 4,987.27 |
BUILDING
|
haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc
| null |
37 |
Customer#000000037
|
7EV4Pwh,3SboctTWt
| 8 |
18-385-235-7162
| -917.75 |
FURNITURE
|
ilent packages are carefully among the deposits. furiousl
| null |
38 |
Customer#000000038
|
a5Ee5e9568R8RLP 2ap7
| 12 |
22-306-880-7212
| 6,345.11 |
HOUSEHOLD
|
lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin
| null |
39 |
Customer#000000039
|
nnbRg,Pvy33dfkorYE FdeZ60
| 2 |
12-387-467-6509
| 6,264.31 |
AUTOMOBILE
|
tions. slyly silent excuses slee
| null |
40 |
Customer#000000040
|
gOnGWAyhSV1ofv
| 3 |
13-652-915-8939
| 1,335.3 |
BUILDING
|
rges impress after the slyly ironic courts. foxes are. blithely
| null |
41 |
Customer#000000041
|
IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF
| 10 |
20-917-711-4011
| 270.95 |
HOUSEHOLD
|
ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo
| null |
42 |
Customer#000000042
|
ziSrvyyBke
| 5 |
15-416-330-4175
| 8,727.01 |
BUILDING
|
ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special
| null |
43 |
Customer#000000043
|
ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd
| 19 |
29-316-665-2897
| 9,904.28 |
MACHINERY
|
ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully
| null |
44 |
Customer#000000044
|
Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi
| 16 |
26-190-260-5375
| 7,315.94 |
AUTOMOBILE
|
r requests around the unusual, bold a
| null |
45 |
Customer#000000045
|
4v3OcpFgoOmMG,CbnF,4mdC
| 9 |
19-715-298-9917
| 9,983.38 |
AUTOMOBILE
|
nto beans haggle slyly alongside of t
| null |
46 |
Customer#000000046
|
eaTXWWm10L9
| 6 |
16-357-681-2007
| 5,744.59 |
AUTOMOBILE
|
ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa
| null |
47 |
Customer#000000047
|
b0UgocSqEW5 gdVbhNT
| 2 |
12-427-271-9466
| 274.58 |
BUILDING
|
ions. express, ironic instructions sleep furiously ironic ideas. furi
| null |
48 |
Customer#000000048
|
0UU iPhBupFvemNB
| 0 |
10-508-348-5882
| 3,792.5 |
BUILDING
|
re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo
| null |
49 |
Customer#000000049
|
cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl
| 10 |
20-908-631-4424
| 4,573.94 |
FURNITURE
|
nusual foxes! fluffily pending packages maintain to the regular
| null |
50 |
Customer#000000050
|
9SzDYlkzxByyJ1QeTI o
| 6 |
16-658-112-3221
| 4,266.13 |
MACHINERY
|
ts. furiously ironic accounts cajole furiously slyly ironic dinos.
| null |
51 |
Customer#000000051
|
uR,wEaiTvo4
| 12 |
22-344-885-4251
| 855.87 |
FURNITURE
|
eposits. furiously regular requests integrate carefully packages. furious
| null |
52 |
Customer#000000052
|
7 QOqGqqSy9jfV51BC71jcHJSD0
| 11 |
21-186-284-5998
| 5,630.28 |
HOUSEHOLD
|
ic platelets use evenly even accounts. stealthy theodolites cajole furiou
| null |
53 |
Customer#000000053
|
HnaxHzTfFTZs8MuCpJyTbZ47Cm4wFOOgib
| 15 |
25-168-852-5363
| 4,113.64 |
HOUSEHOLD
|
ar accounts are. even foxes are blithely. fluffily pending deposits boost
| null |
54 |
Customer#000000054
|
,k4vf 5vECGWFy,hosTE,
| 4 |
14-776-370-4745
| 868.9 |
AUTOMOBILE
|
sual, silent accounts. furiously express accounts cajole special deposits. final, final accounts use furi
| null |
55 |
Customer#000000055
|
zIRBR4KNEl HzaiV3a i9n6elrxzDEh8r8pDom
| 10 |
20-180-440-8525
| 4,572.11 |
MACHINERY
|
ully unusual packages wake bravely bold packages. unusual requests boost deposits! blithely ironic packages ab
| null |
56 |
Customer#000000056
|
BJYZYJQk4yD5B
| 10 |
20-895-685-6920
| 6,530.86 |
FURNITURE
|
. notornis wake carefully. carefully fluffy requests are furiously even accounts. slyly expre
| null |
57 |
Customer#000000057
|
97XYbsuOPRXPWU
| 21 |
31-835-306-1650
| 4,151.93 |
AUTOMOBILE
|
ove the carefully special packages. even, unusual deposits sleep slyly pend
| null |
58 |
Customer#000000058
|
g9ap7Dk1Sv9fcXEWjpMYpBZIRUohi T
| 13 |
23-244-493-2508
| 6,478.46 |
HOUSEHOLD
|
ideas. ironic ideas affix furiously express, final instructions. regular excuses use quickly e
| null |
59 |
Customer#000000059
|
zLOCP0wh92OtBihgspOGl4
| 1 |
11-355-584-3112
| 3,458.6 |
MACHINERY
|
ously final packages haggle blithely after the express deposits. furiou
| null |
60 |
Customer#000000060
|
FyodhjwMChsZmUz7Jz0H
| 12 |
22-480-575-5866
| 2,741.87 |
MACHINERY
|
latelets. blithely unusual courts boost furiously about the packages. blithely final instruct
| null |
61 |
Customer#000000061
|
9kndve4EAJxhg3veF BfXr7AqOsT39o gtqjaYE
| 17 |
27-626-559-8599
| 1,536.24 |
FURNITURE
|
egular packages shall have to impress along the
| null |
62 |
Customer#000000062
|
upJK2Dnw13,
| 7 |
17-361-978-7059
| 595.61 |
MACHINERY
|
kly special dolphins. pinto beans are slyly. quickly regular accounts are furiously a
| null |
63 |
Customer#000000063
|
IXRSpVWWZraKII
| 21 |
31-952-552-9584
| 9,331.13 |
AUTOMOBILE
|
ithely even accounts detect slyly above the fluffily ir
| null |
64 |
Customer#000000064
|
MbCeGY20kaKK3oalJD,OT
| 3 |
13-558-731-7204
| -646.64 |
BUILDING
|
structions after the quietly ironic theodolites cajole be
| null |
65 |
Customer#000000065
|
RGT yzQ0y4l0H90P783LG4U95bXQFDRXbWa1sl,X
| 23 |
33-733-623-5267
| 8,795.16 |
AUTOMOBILE
|
y final foxes serve carefully. theodolites are carefully. pending i
| null |
66 |
Customer#000000066
|
XbsEqXH1ETbJYYtA1A
| 22 |
32-213-373-5094
| 242.77 |
HOUSEHOLD
|
le slyly accounts. carefully silent packages benea
| null |
67 |
Customer#000000067
|
rfG0cOgtr5W8 xILkwp9fpCS8
| 9 |
19-403-114-4356
| 8,166.59 |
MACHINERY
|
indle furiously final, even theodo
| null |
68 |
Customer#000000068
|
o8AibcCRkXvQFh8hF,7o
| 12 |
22-918-832-2411
| 6,853.37 |
HOUSEHOLD
|
pending pinto beans impress realms. final dependencies
| null |
69 |
Customer#000000069
|
Ltx17nO9Wwhtdbe9QZVxNgP98V7xW97uvSH1prEw
| 9 |
19-225-978-5670
| 1,709.28 |
HOUSEHOLD
|
thely final ideas around the quickly final dependencies affix carefully quickly final theodolites. final accounts c
| null |
70 |
Customer#000000070
|
mFowIuhnHjp2GjCiYYavkW kUwOjIaTCQ
| 22 |
32-828-107-2832
| 4,867.52 |
FURNITURE
|
fter the special asymptotes. ideas after the unusual frets cajole quickly regular pinto be
| null |
71 |
Customer#000000071
|
TlGalgdXWBmMV,6agLyWYDyIz9MKzcY8gl,w6t1B
| 7 |
17-710-812-5403
| -611.19 |
HOUSEHOLD
|
g courts across the regular, final pinto beans are blithely pending ac
| null |
72 |
Customer#000000072
|
putjlmskxE,zs,HqeIA9Wqu7dhgH5BVCwDwHHcf
| 2 |
12-759-144-9689
| -362.86 |
FURNITURE
|
ithely final foxes sleep always quickly bold accounts. final wat
| null |
73 |
Customer#000000073
|
8IhIxreu4Ug6tt5mog4
| 0 |
10-473-439-3214
| 4,288.5 |
BUILDING
|
usual, unusual packages sleep busily along the furiou
| null |
74 |
Customer#000000074
|
IkJHCA3ZThF7qL7VKcrU nRLl,kylf
| 4 |
14-199-862-7209
| 2,764.43 |
MACHINERY
|
onic accounts. blithely slow packages would haggle carefully. qui
| null |
75 |
Customer#000000075
|
Dh 6jZ,cwxWLKQfRKkiGrzv6pm
| 18 |
28-247-803-9025
| 6,684.1 |
AUTOMOBILE
|
instructions cajole even, even deposits. finally bold deposits use above the even pains. slyl
| null |
76 |
Customer#000000076
|
m3sbCvjMOHyaOofH,e UkGPtqc4
| 0 |
10-349-718-3044
| 5,745.33 |
FURNITURE
|
pecial deposits. ironic ideas boost blithely according to the closely ironic theodolites! furiously final deposits n
| null |
77 |
Customer#000000077
|
4tAE5KdMFGD4byHtXF92vx
| 17 |
27-269-357-4674
| 1,738.87 |
BUILDING
|
uffily silent requests. carefully ironic asymptotes among the ironic hockey players are carefully bli
| null |
78 |
Customer#000000078
|
HBOta,ZNqpg3U2cSL0kbrftkPwzX
| 9 |
19-960-700-9191
| 7,136.97 |
FURNITURE
|
ests. blithely bold pinto beans h
| null |
79 |
Customer#000000079
|
n5hH2ftkVRwW8idtD,BmM2
| 15 |
25-147-850-4166
| 5,121.28 |
MACHINERY
|
es. packages haggle furiously. regular, special requests poach after the quickly express ideas. blithely pending re
| null |
80 |
Customer#000000080
|
K,vtXp8qYB
| 0 |
10-267-172-7101
| 7,383.53 |
FURNITURE
|
tect among the dependencies. bold accounts engage closely even pinto beans. ca
| null |
81 |
Customer#000000081
|
SH6lPA7JiiNC6dNTrR
| 20 |
30-165-277-3269
| 2,023.71 |
BUILDING
|
r packages. fluffily ironic requests cajole fluffily. ironically regular theodolit
| null |
82 |
Customer#000000082
|
zhG3EZbap4c992Gj3bK,3Ne,Xn
| 18 |
28-159-442-5305
| 9,468.34 |
AUTOMOBILE
|
s wake. bravely regular accounts are furiously. regula
| null |
83 |
Customer#000000083
|
HnhTNB5xpnSF20JBH4Ycs6psVnkC3RDf
| 22 |
32-817-154-4122
| 6,463.51 |
BUILDING
|
ccording to the quickly bold warhorses. final, regular foxes integrate carefully. bold packages nag blithely ev
| null |
84 |
Customer#000000084
|
lpXz6Fwr9945rnbtMc8PlueilS1WmASr CB
| 11 |
21-546-818-3802
| 5,174.71 |
FURNITURE
|
ly blithe foxes. special asymptotes haggle blithely against the furiously regular depo
| null |
85 |
Customer#000000085
|
siRerlDwiolhYR 8FgksoezycLj
| 5 |
15-745-585-8219
| 3,386.64 |
FURNITURE
|
ronic ideas use above the slowly pendin
| null |
86 |
Customer#000000086
|
US6EGGHXbTTXPL9SBsxQJsuvy
| 0 |
10-677-951-2353
| 3,306.32 |
HOUSEHOLD
|
quests. pending dugouts are carefully aroun
| null |
87 |
Customer#000000087
|
hgGhHVSWQl 6jZ6Ev
| 23 |
33-869-884-7053
| 6,327.54 |
FURNITURE
|
hely ironic requests integrate according to the ironic accounts. slyly regular pla
| null |
88 |
Customer#000000088
|
wtkjBN9eyrFuENSMmMFlJ3e7jE5KXcg
| 16 |
26-516-273-2566
| 8,031.44 |
AUTOMOBILE
|
s are quickly above the quickly ironic instructions; even requests about the carefully final deposi
| null |
89 |
Customer#000000089
|
dtR, y9JQWUO6FoJExyp8whOU
| 14 |
24-394-451-5404
| 1,530.76 |
FURNITURE
|
counts are slyly beyond the slyly final accounts. quickly final ideas wake. r
| null |
90 |
Customer#000000090
|
QxCzH7VxxYUWwfL7
| 16 |
26-603-491-1238
| 7,354.23 |
BUILDING
|
sly across the furiously even
| null |
91 |
Customer#000000091
|
S8OMYFrpHwoNHaGBeuS6E 6zhHGZiprw1b7 q
| 8 |
18-239-400-3677
| 4,643.14 |
AUTOMOBILE
|
onic accounts. fluffily silent pinto beans boost blithely according to the fluffily exp
| null |
92 |
Customer#000000092
|
obP PULk2LH LqNF,K9hcbNqnLAkJVsl5xqSrY,
| 2 |
12-446-416-8471
| 1,182.91 |
MACHINERY
|
. pinto beans hang slyly final deposits. ac
| null |
93 |
Customer#000000093
|
EHXBr2QGdh
| 7 |
17-359-388-5266
| 2,182.52 |
MACHINERY
|
press deposits. carefully regular platelets r
| null |
94 |
Customer#000000094
|
IfVNIN9KtkScJ9dUjK3Pg5gY1aFeaXewwf
| 9 |
19-953-499-8833
| 5,500.11 |
HOUSEHOLD
|
latelets across the bold, final requests sleep according to the fluffily bold accounts. unusual deposits amon
| null |
95 |
Customer#000000095
|
EU0xvmWvOmUUn5J,2z85DQyG7QCJ9Xq7
| 15 |
25-923-255-2929
| 5,327.38 |
MACHINERY
|
ithely. ruthlessly final requests wake slyly alongside of the furiously silent pinto beans. even the
| null |
96 |
Customer#000000096
|
vWLOrmXhRR
| 8 |
18-422-845-1202
| 6,323.92 |
AUTOMOBILE
|
press requests believe furiously. carefully final instructions snooze carefully.
| null |
97 |
Customer#000000097
|
OApyejbhJG,0Iw3j rd1M
| 17 |
27-588-919-5638
| 2,164.48 |
AUTOMOBILE
|
haggle slyly. bold, special ideas are blithely above the thinly bold theo
| null |
98 |
Customer#000000098
|
7yiheXNSpuEAwbswDW
| 12 |
22-885-845-6889
| -551.37 |
BUILDING
|
ages. furiously pending accounts are quickly carefully final foxes: busily pe
| null |
99 |
Customer#000000099
|
szsrOiPtCHVS97Lt
| 15 |
25-515-237-9232
| 4,088.65 |
HOUSEHOLD
|
cajole slyly about the regular theodolites! furiously bold requests nag along the pending, regular packages. somas
| null |
100 |
Customer#000000100
|
fptUABXcmkC5Wx
| 20 |
30-749-445-4907
| 9,889.89 |
FURNITURE
|
was furiously fluffily quiet deposits. silent, pending requests boost against
| null |
End of preview. Expand
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polars-tpch
This repo contains the code used for performance evaluation of polars. The benchmarks are TPC-standardised queries and data designed to test the performance of "real" workflows.
From the TPC website:
TPC-H is a decision support benchmark. It consists of a suite of business-oriented ad hoc queries and concurrent data modifications. The queries and the data populating the database have been chosen to have broad industry-wide relevance. This benchmark illustrates decision support systems that examine large volumes of data, execute queries with a high degree of complexity, and give answers to critical business questions.
Generating TPC-H Data
Project setup
# clone this repository
git clone https://github.com/pola-rs/tpch.git
cd tpch/tpch-dbgen
# build tpch-dbgen
make
Notes:
For MacOS, the above
makecommand will result in an error while compiling like below,bm_utils.c:71:10: fatal error: 'malloc.h' file not found #include <malloc.h> ^~~~~~~~~~ 1 error generated. make: *** [bm_utils.o] Error 1To fix this, change the import statement
#include <malloc.h>to#include <sys/malloc.h>in the files where error is reported (bm_utils.candvarsub.c) and then re-run the commandmake.
Execute
# change directory to the root of the repository
cd ../
./run.sh
This will do the following,
- Create a new virtual environment with all required dependencies.
- Generate data for benchmarks.
- Run the benchmark suite.
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