git/t/t0095-bloom.sh

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#!/bin/sh
test_description='Testing the various Bloom filter computations in bloom.c'
. ./test-lib.sh
test_expect_success 'compute unseeded murmur3 hash for empty string' '
cat >expect <<-\EOF &&
Murmur3 Hash with seed=0:0x00000000
EOF
test-tool bloom get_murmur3 "" >actual &&
test_cmp expect actual
'
test_expect_success 'compute unseeded murmur3 hash for test string 1' '
cat >expect <<-\EOF &&
Murmur3 Hash with seed=0:0x627b0c2c
EOF
test-tool bloom get_murmur3 "Hello world!" >actual &&
test_cmp expect actual
'
test_expect_success 'compute unseeded murmur3 hash for test string 2' '
cat >expect <<-\EOF &&
Murmur3 Hash with seed=0:0x2e4ff723
EOF
test-tool bloom get_murmur3 "The quick brown fox jumps over the lazy dog" >actual &&
test_cmp expect actual
'
bloom.c: introduce core Bloom filter constructs Introduce the constructs for Bloom filters, Bloom filter keys and Bloom filter settings. For details on what Bloom filters are and how they work, refer to Dr. Derrick Stolee's blog post [1]. It provides a concise explanation of the adoption of Bloom filters as described in [2] and [3]. Implementation specifics: 1. We currently use 7 and 10 for the number of hashes and the size of each entry respectively. They served as great starting values, the mathematical details behind this choice are described in [1] and [4]. The implementation, while not completely open to it at the moment, is flexible enough to allow for tweaking these settings in the future. Note: The performance gains we have observed with these values are significant enough that we did not need to tweak these settings. The performance numbers are included in the cover letter of this series and in the commit message of the subsequent commit where we use Bloom filters to speed up `git log -- path`. 2. As described in [1] and [3], we do not need 7 independent hashing functions. We use the Murmur3 hashing scheme, seed it twice and then combine those to procure an arbitrary number of hash values. 3. The filters will be sized according to the number of changes in each commit, in multiples of 8 bit words. [1] Derrick Stolee "Supercharging the Git Commit Graph IV: Bloom Filters" https://devblogs.microsoft.com/devops/super-charging-the-git-commit-graph-iv-Bloom-filters/ [2] Flavio Bonomi, Michael Mitzenmacher, Rina Panigrahy, Sushil Singh, George Varghese "An Improved Construction for Counting Bloom Filters" http://theory.stanford.edu/~rinap/papers/esa2006b.pdf https://doi.org/10.1007/11841036_61 [3] Peter C. Dillinger and Panagiotis Manolios "Bloom Filters in Probabilistic Verification" http://www.ccs.neu.edu/home/pete/pub/Bloom-filters-verification.pdf https://doi.org/10.1007/978-3-540-30494-4_26 [4] Thomas Mueller Graf, Daniel Lemire "Xor Filters: Faster and Smaller Than Bloom and Cuckoo Filters" https://arxiv.org/abs/1912.08258 Helped-by: Derrick Stolee <dstolee@microsoft.com> Reviewed-by: Jakub Narębski <jnareb@gmail.com> Signed-off-by: Garima Singh <garima.singh@microsoft.com> Signed-off-by: Junio C Hamano <gitster@pobox.com>
2020-03-30 03:31:25 +03:00
test_expect_success 'compute bloom key for empty string' '
cat >expect <<-\EOF &&
Hashes:0x5615800c|0x5b966560|0x61174ab4|0x66983008|0x6c19155c|0x7199fab0|0x771ae004|
Filter_Length:2
Filter_Data:11|11|
EOF
test-tool bloom generate_filter "" >actual &&
test_cmp expect actual
'
test_expect_success 'compute bloom key for whitespace' '
cat >expect <<-\EOF &&
Hashes:0xf178874c|0x5f3d6eb6|0xcd025620|0x3ac73d8a|0xa88c24f4|0x16510c5e|0x8415f3c8|
Filter_Length:2
Filter_Data:51|55|
EOF
test-tool bloom generate_filter " " >actual &&
test_cmp expect actual
'
test_expect_success 'compute bloom key for test string 1' '
cat >expect <<-\EOF &&
Hashes:0xb270de9b|0x1bb6f26e|0x84fd0641|0xee431a14|0x57892de7|0xc0cf41ba|0x2a15558d|
Filter_Length:2
Filter_Data:92|6c|
EOF
test-tool bloom generate_filter "Hello world!" >actual &&
test_cmp expect actual
'
test_expect_success 'compute bloom key for test string 2' '
cat >expect <<-\EOF &&
Hashes:0x20ab385b|0xf5237fe2|0xc99bc769|0x9e140ef0|0x728c5677|0x47049dfe|0x1b7ce585|
Filter_Length:2
Filter_Data:a5|4a|
EOF
test-tool bloom generate_filter "file.txt" >actual &&
test_cmp expect actual
'
test_done