From fbef2f2d66fdbce41828314347f508a768cb07c3 Mon Sep 17 00:00:00 2001 From: Alexandre Assouad Date: Wed, 4 Oct 2023 11:17:34 +0200 Subject: [PATCH 1/5] added estimate set cardinality function --- .python-version | 1 + fastbloom-rs/src/bloom.rs | 6 ++++++ fastbloom-rs/src/vec.rs | 17 +++++++++++++++++ fastbloom_rs/fastbloom_rs.abi3.so | Bin 0 -> 619120 bytes fastbloom_rs/fastbloom_rs.pyi | 3 +++ fastbloom_rs/filter.py | 8 ++++++++ py_tests/test_bloom.py | 8 ++++++++ src/pybloom.rs | 4 ++++ 8 files changed, 47 insertions(+) create mode 100644 .python-version create mode 100755 fastbloom_rs/fastbloom_rs.abi3.so diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..9daeafb --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +test diff --git a/fastbloom-rs/src/bloom.rs b/fastbloom-rs/src/bloom.rs index a03f475..29f4b80 100644 --- a/fastbloom-rs/src/bloom.rs +++ b/fastbloom-rs/src/bloom.rs @@ -372,6 +372,12 @@ impl BloomFilter { self.bit_set.is_empty() } + /// Returns estimated cardinality of the set + /// see [Scalable and Efficient Privacy Preserving Global Itemset Support Approximation Using Bloom Filters](https://inria.hal.science/hal-01284874/document) as reference + pub fn estimate_set_cardinality(&self) -> f64 { + (self.bit_set.count_zeros() as f64 / self.config.size as f64).ln() / (self.hashes() as f64 * (1.0 - 1.0/self.config.size as f64).ln()) + } + pub(crate) fn set_bit_vec(&mut self, bit_vec: BloomBitVec) { assert_eq!(self.config.size, bit_vec.nbits as u64); self.bit_set = bit_vec diff --git a/fastbloom-rs/src/vec.rs b/fastbloom-rs/src/vec.rs index 783851f..e0322f0 100644 --- a/fastbloom-rs/src/vec.rs +++ b/fastbloom-rs/src/vec.rs @@ -96,6 +96,13 @@ impl BloomBitVec { } } + pub fn count_zeros(&self)->u32 { + let mut res:u32 = 0; + for m in self.storage.iter() { + res = res + m.count_zeros(); + } + res + } pub fn clear(&mut self) { self.storage.fill(0); @@ -222,4 +229,14 @@ fn test_count_vec() { vec.increment(7); assert_eq!(1, vec.get(7)) +} + +#[test] +fn test_count_zeros() { + let mut vec = BloomBitVec::new(4); + vec.set(37); + vec.set(30); + vec.set(38); + println!("{:?}", vec); + assert_eq!(vec.count_zeros(), 253); } \ No newline at end of file diff --git a/fastbloom_rs/fastbloom_rs.abi3.so b/fastbloom_rs/fastbloom_rs.abi3.so new file mode 100755 index 0000000000000000000000000000000000000000..fbf2057cb1f1cc3f823b7d11daa88a8cb48c0fcf GIT binary patch literal 619120 zcmeEvd3Y4X^Zs%Kf*c#fRaAsc_j^A6=J+m{jyE!mCzwaO6dC2ti&h+%u`&M;z z^)cW4bM!)0o2^16o6S}Q|7+rZE;7<>nMm1e*W&-=iZWQ1{TewY;ZH<&7RxRQ)nlc_&mMbZ#tg$~q9|#`5a;s=_JQ6ssvzjd& zml4hA8RPp^W8UYCsAkJYRdIaS;2H)uPKufhmC33*?8kkxR;(E`am^X7*x5LI zNe#u4&J}DpZONxsIyZ+jM2colJ6$1-kc@HPdOZ$KPn)eD(!nwRQ#vGPi;f``k%;&~ zaQ20|Rc$ezsO)79+#BOMCOjuA*rMrq?T;tcpp30p&y=2*I6m4ly{~v{R|Q+^Eopf% z_NbGIwYa=#tt#5QGx+Ys<1b#k=-eEYg)@3|g*W6g@qnzzWmLNu*FQ0?{bIyes(o^{ zEpbGQJ2@xDJuKJhj#}z;Mdjm|=iS2hhkS5-RlHAB28zs-^;Dl(Q_c=c*4;N*s=V#!E0%B1>Y>LyB z&d>9->0TQ(@vMrYr+YkI9u|{f+63;?B_Uh5D 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zCrTUy>nMpSPo5zG#q01$NtNT&h=cArnHYJc=R_P_WC>ZM4vdtX6tN1EfkX)5PG+S=NzZ%P4hKk+ezZXNZQLM=JtA+^rK9ee;&PIc(hm~y#h&Q_pTpQl=c*aI2E9|J|yrulL*9t@9by!3;i;(RN+QQ4DhigK|22LHXpV z3+uRr+c^uSl^(DF&H6gq9I3E!oTZ@LIz&MqdU1N9Z4I51Xj{YQCHSC(^{?}UggzQ! zpC%|d6H!Vv-Y^FbEa>DZh*B{7$3RQZJ=jPlTPF(?%{mUCXy%B6BFpK3QfkSe2A3+A zHZ2x7&^pFov#9e6nl1+yG}-869aXRnER>#6AQJbc^Hc)P7u&}X=rf%|kOK&utq)8& HhW!5l Sequence[int]: ... diff --git a/fastbloom_rs/filter.py b/fastbloom_rs/filter.py index 481d8eb..52896b0 100644 --- a/fastbloom_rs/filter.py +++ b/fastbloom_rs/filter.py @@ -327,6 +327,14 @@ def is_empty(self) -> bool: :return: """ return self._py_bloom.is_empty() + + def estimate_set_cardinality(self) -> float: + """ + Returns Returns estimated cardinality of the set + + :return: + """ + return self._py_bloom.estimate_set_cardinality() def union(self, other: "BloomFilter") -> bool: """ diff --git a/py_tests/test_bloom.py b/py_tests/test_bloom.py index 83400ad..2d9d1bd 100644 --- a/py_tests/test_bloom.py +++ b/py_tests/test_bloom.py @@ -62,6 +62,14 @@ def test_bloom_add(): assert not ('hello' in bloom) +def test_bloom_estimate_set_cardinality(): + bloom = BloomFilter(100_000_000, 0.01) + for data in range(0, 10_000_000): + bloom.add_int(data) + + assert (bloom.estimate_set_cardinality() < 100_100_000) and (bloom.estimate_set_cardinality() > 99_900_000) + + def test_bloom_op(): bloom = BloomFilter(100_000_000, 0.001) bloom.add_bytes(b'hello') diff --git a/src/pybloom.rs b/src/pybloom.rs index 569253c..74f3238 100644 --- a/src/pybloom.rs +++ b/src/pybloom.rs @@ -167,6 +167,10 @@ impl PyBloomFilter { Ok(self.bloomfilter.is_empty()) } + pub fn estimate_set_cardinality(&self) -> PyResult { + Ok(self.bloomfilter.estimate_set_cardinality()) + } + pub fn union(&mut self, other: &PyBloomFilter) -> PyResult { Ok(self.bloomfilter.union(&other.bloomfilter)) } From 89acfa90688187acf21a01b0beca2cc0b31330d3 Mon Sep 17 00:00:00 2001 From: Alexandre Assouad Date: Wed, 4 Oct 2023 11:22:40 +0200 Subject: [PATCH 2/5] minor code improvement --- fastbloom-rs/src/vec.rs | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/fastbloom-rs/src/vec.rs b/fastbloom-rs/src/vec.rs index e0322f0..0e5982b 100644 --- a/fastbloom-rs/src/vec.rs +++ b/fastbloom-rs/src/vec.rs @@ -97,11 +97,7 @@ impl BloomBitVec { } pub fn count_zeros(&self)->u32 { - let mut res:u32 = 0; - for m in self.storage.iter() { - res = res + m.count_zeros(); - } - res + self.storage.iter().fold(0, |acc, x| acc + x.count_zeros()) } pub fn clear(&mut self) { From 31d5c6f978f5a728f206bad6688755cc3895b472 Mon Sep 17 00:00:00 2001 From: Alexandre Assouad Date: Wed, 4 Oct 2023 16:21:02 +0200 Subject: [PATCH 3/5] fixed unit tests --- fastbloom_rs/fastbloom_rs.abi3.so | Bin 619120 -> 602512 bytes py_tests/test_bloom.py | 4 ++-- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/fastbloom_rs/fastbloom_rs.abi3.so b/fastbloom_rs/fastbloom_rs.abi3.so index 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z7n@|UKf5^8Hw2UJ;Y%hYOZ@AKLzTsX|E4%JuL$%zC7}~dk8GS*5}Fz~ZdV|4bU0OB zd2My&?7I4;b7s$3u(-0S)=MTcjjweI4GdN;sEb$B&z(QJu4++5e11)B)$F8x^vI+*?BaUS1hO(`DP=puDf=Ta1Fv$t%%F_9rFF^+NvsHGJcQlp>@YX?@jf(G^jX zpXeUympH5%)zvj~1x{bY)dteQk}Y0sM{DaOi|US_LR~{k3sZ z6`TDRkx6US20@Mw>@b4F(#1B1jN~stn<84KazX9v+QCz%UHI)uqehA(ONnincZ9E- zJHM)O_O%PDs*QEdVD+_CwY4=c7qbI|sdV#lo?$zp{7e&WRY^O~Le0$w0OU zST2wYWQ&`Mv-mGvoGEGuw%(%BLDT$(0z$`Hqa2r;=fEFnhbiPVd=QVegpS1DypzBWB_1y^ zjt^~7y6p+2I~q#7$xz5PmSCGv;*H*~{GJa~zUD}YDe(yGTO@!mo{O9hy6VYJUJe<~ zcuw*1Pdb@EwtdzK>u8C$5-&dg0Q6YA?Og2ot(?-?MAH8Pr9~c&mSG8L+SqucUua0@ z#0abq-~~5nlEa_x@Ur5x*1z20uXcEOe9>BeSzA8g$xZjx3UWudH7~o1*8I~B|E$Bm z=wo7?g|y{Fm& zUSs2ngF^ofbh-mE-|6o 99_900_000) + + assert (bloom.estimate_set_cardinality() < 10_100_000) and (bloom.estimate_set_cardinality() > 9_900_000) def test_bloom_op(): From b97e0c9cc2b9a40511ba5e1f5c800115a773f499 Mon Sep 17 00:00:00 2001 From: Alexandre Assouad Date: Wed, 4 Oct 2023 16:25:02 +0200 Subject: [PATCH 4/5] removed .python-version file --- .python-version | 1 - 1 file changed, 1 deletion(-) delete mode 100644 .python-version diff --git a/.python-version b/.python-version deleted file mode 100644 index 9daeafb..0000000 --- a/.python-version +++ /dev/null @@ -1 +0,0 @@ -test From ff3d6dc37798d352aa723a0b79bac18d40c26530 Mon Sep 17 00:00:00 2001 From: Alexandre Assouad Date: Sat, 7 Oct 2023 15:28:32 +0200 Subject: [PATCH 5/5] fixed test count zeros 32bits --- fastbloom-rs/src/vec.rs | 3 +++ 1 file changed, 3 insertions(+) diff --git a/fastbloom-rs/src/vec.rs b/fastbloom-rs/src/vec.rs index 0e5982b..e8e3c2a 100644 --- a/fastbloom-rs/src/vec.rs +++ b/fastbloom-rs/src/vec.rs @@ -234,5 +234,8 @@ fn test_count_zeros() { vec.set(30); vec.set(38); println!("{:?}", vec); + #[cfg(target_pointer_width = "64")] assert_eq!(vec.count_zeros(), 253); + #[cfg(target_pointer_width = "32")] + assert_eq!(vec.count_zeros(), 125); } \ No newline at end of file