blob: 47e3db2a12c0f611898199eef17f375fb4d2666b (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
|
start_server {tags {"hll"}} {
test {HyperLogLog self test passes} {
catch {r pfselftest} e
set e
} {OK}
test {PFADD without arguments creates an HLL value} {
r pfadd hll
r exists hll
} {1}
test {Approximated cardinality after creation is zero} {
r pfcount hll
} {0}
test {PFADD returns 1 when at least 1 reg was modified} {
r pfadd hll a b c
} {1}
test {PFADD returns 0 when no reg was modified} {
r pfadd hll a b c
} {0}
test {PFADD works with empty string (regression)} {
r pfadd hll ""
}
# Note that the self test stresses much better the
# cardinality estimation error. We are testing just the
# command implementation itself here.
test {PFCOUNT returns approximated cardinality of set} {
r del hll
set res {}
r pfadd hll 1 2 3 4 5
lappend res [r pfcount hll]
# Call it again to test cached value invalidation.
r pfadd hll 6 7 8 8 9 10
lappend res [r pfcount hll]
set res
} {5 10}
test {HyperLogLogs are promote from sparse to dense} {
r del hll
r config set hll-sparse-max-bytes 3000
set n 0
while {$n < 100000} {
set elements {}
for {set j 0} {$j < 100} {incr j} {lappend elements [expr rand()]}
incr n 100
r pfadd hll {*}$elements
set card [r pfcount hll]
set err [expr {abs($card-$n)}]
assert {$err < (double($card)/100)*5}
if {$n < 1000} {
assert {[r pfdebug encoding hll] eq {sparse}}
} elseif {$n > 10000} {
assert {[r pfdebug encoding hll] eq {dense}}
}
}
}
test {HyperLogLog sparse encoding stress test} {
for {set x 0} {$x < 1000} {incr x} {
r del hll1 hll2
set numele [randomInt 100]
set elements {}
for {set j 0} {$j < $numele} {incr j} {
lappend elements [expr rand()]
}
# Force dense representation of hll2
r pfadd hll2
r pfdebug todense hll2
r pfadd hll1 {*}$elements
r pfadd hll2 {*}$elements
assert {[r pfdebug encoding hll1] eq {sparse}}
assert {[r pfdebug encoding hll2] eq {dense}}
# Cardinality estimated should match exactly.
assert {[r pfcount hll1] eq [r pfcount hll2]}
}
}
test {Corrupted sparse HyperLogLogs are detected: Additionl at tail} {
r del hll
r pfadd hll a b c
r append hll "hello"
set e {}
catch {r pfcount hll} e
set e
} {*INVALIDOBJ*}
test {Corrupted sparse HyperLogLogs are detected: Broken magic} {
r del hll
r pfadd hll a b c
r setrange hll 0 "0123"
set e {}
catch {r pfcount hll} e
set e
} {*WRONGTYPE*}
test {Corrupted sparse HyperLogLogs are detected: Invalid encoding} {
r del hll
r pfadd hll a b c
r setrange hll 4 "x"
set e {}
catch {r pfcount hll} e
set e
} {*WRONGTYPE*}
test {Corrupted dense HyperLogLogs are detected: Wrong length} {
r del hll
r pfadd hll a b c
r setrange hll 4 "\x00"
set e {}
catch {r pfcount hll} e
set e
} {*WRONGTYPE*}
test {PFADD, PFCOUNT, PFMERGE type checking works} {
r set foo bar
catch {r pfadd foo 1} e
assert_match {*WRONGTYPE*} $e
catch {r pfcount foo} e
assert_match {*WRONGTYPE*} $e
catch {r pfmerge bar foo} e
assert_match {*WRONGTYPE*} $e
catch {r pfmerge foo bar} e
assert_match {*WRONGTYPE*} $e
}
test {PFMERGE results on the cardinality of union of sets} {
r del hll hll1 hll2 hll3
r pfadd hll1 a b c
r pfadd hll2 b c d
r pfadd hll3 c d e
r pfmerge hll hll1 hll2 hll3
r pfcount hll
} {5}
test {PFDEBUG GETREG returns the HyperLogLog raw registers} {
r del hll
r pfadd hll 1 2 3
llength [r pfdebug getreg hll]
} {16384}
}
|
