diff --git a/Makefile b/Makefile index 2c4caa8453..a96edc89cc 100644 --- a/Makefile +++ b/Makefile @@ -9,7 +9,7 @@ COMMANDS ?= TOP_10 TOP_100 TOP_1000 TOP_100_COUNT COUNT # ENGINES ?= tantivy-0.16 lucene-8.10.1 pisa-0.8.2 bleve-0.8.0-scorch bluge-0.2.2 rucene-0.1 # ENGINES ?= tantivy-0.16 tantivy-0.17 tantivy-0.18 tantivy-0.19 # ENGINES ?= tantivy-0.22 tantivy-0.24 tantivy-0.25 tantivy-main lucene-10.3.0 lucene-10.3.0-bp -ENGINES ?= tantivy-0.26 lucene-10.3.0 lucene-10.3.0-bp pisa-0.8.2 iresearch-26.03.1 +ENGINES ?= tantivy-0.26 lucene-10.4.0 lucene-10.4.0-bp pisa-0.8.2 iresearch-26.03.1 PORT ?= 8080 WARMUP_TIME ?= 60 NUM_ITER ?= 10 diff --git a/README.md b/README.md index d23be17552..bb1924510d 100644 --- a/README.md +++ b/README.md @@ -55,12 +55,11 @@ Out of 10 runs, we only retain the best score, so Garbage Collection likely does The results file that is included in this repository was generated using the following benchmark environment: - - AWS c7i.2xlarge instance running on us-east-1 - - Processor Intel(R) Xeon(R) Platinum 8488C - - Amazon Linux 2023 - - Kernel `6.1.148-173.267.amzn2023.x86_64` - - Rust 1.89 - - Adoptium JDK `Temurin-21.0.8+9` + - Processor AMD Ryzen 7 9800X3D + - Manjaro Linux (rolling) + - Kernel `7.0.3-1-MANJARO` + - Rust 1.96.0 + - OpenJDK 21.0.11 ## Engine specific detail @@ -126,6 +125,23 @@ make serve And open the following in your browser: [http://localhost:8080/](http://localhost:8080/) +For a quick text summary from `results.json` without opening the browser: + +``` +python tools/analyze.py [--filter ] +``` + +- `` — e.g. `tantivy-main`, `tantivy-0.26`, `iresearch-26.03.1` +- `` — `TOP_100`, `TOP_100_COUNT`, or `COUNT` +- `--filter` — optional tag filter: `union`, `intersection`, or `intersection_union` + +Examples: +``` +python tools/analyze.py tantivy-main TOP_100_COUNT +python tools/analyze.py tantivy-main TOP_100 --filter union +``` + +It prints query count, sample count, and avg/min/max/p50/p95/p99 latencies (in µs). # Adding another search engine diff --git a/engines/iresearch-26.03.1/Makefile b/engines/iresearch-26.03.1/Makefile index 86cf15a551..7cc1c36211 100644 --- a/engines/iresearch-26.03.1/Makefile +++ b/engines/iresearch-26.03.1/Makefile @@ -1,9 +1,11 @@ ROOT_DIR := $(abspath $(CURDIR)/../..) DOCKER_IMAGE ?= iresearch-26.03.1-builder DOCKER_TARGETARCH ?= $(shell uname -m | sed -e 's/^x86_64$$/amd64/' -e 's/^aarch64$$/arm64/') +HOST_OS := $(shell uname -s) +RUN_IN_DOCKER ?= $(if $(filter Darwin,$(HOST_OS)),1,0) submodules: - @git -C serenedb submodule update --init --recursive --jobs $$(nproc) + @git -C serenedb submodule update --init --recursive --jobs $$(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo 1) clean: @echo "--- Cleaning iresearch ---" @@ -44,10 +46,18 @@ compile_use_pgo: index: @echo "--- Indexing iresearch ---" @mkdir -p idx +ifeq ($(RUN_IN_DOCKER),1) + @docker run --rm --user "$$(id -u):$$(id -g)" -v "$(CURDIR):/work" -w /work -i $(DOCKER_IMAGE) ./build/bin/search-benchmark-game-build < ${CORPUS} +else @./build/bin/search-benchmark-game-build < ${CORPUS} +endif serve: +ifeq ($(RUN_IN_DOCKER),1) + @docker run --rm --user "$$(id -u):$$(id -g)" -v "$(CURDIR):/work" -w /work -i $(DOCKER_IMAGE) ./build/bin/search-benchmark-game-query idx +else @./build/bin/search-benchmark-game-query idx +endif serve_perf: @perf record -g -F 997 -o perf.data -- ./build/bin/search-benchmark-game-query idx diff --git a/engines/lucene-10.4.0-bp/src/main/java/BuildIndex.java b/engines/lucene-10.4.0-bp/src/main/java/BuildIndex.java index cdd51505b8..6faeb6e0d6 100644 --- a/engines/lucene-10.4.0-bp/src/main/java/BuildIndex.java +++ b/engines/lucene-10.4.0-bp/src/main/java/BuildIndex.java @@ -86,7 +86,7 @@ public static void main(String[] args) throws Exception { final JsonObject parsed_doc = Json.parse(line).asObject(); final String id = parsed_doc.get("id").asString(); final String text = parsed_doc.get("text").asString(); - final long sortValue = parsed_doc.get("sort_field").asLong(); + final long sortValue = parsed_doc.getLong("sort_field", 0L); idField.setStringValue(id); textField.setStringValue(text); sortField.setLongValue(sortValue); diff --git a/engines/lucene-10.4.0/src/main/java/BuildIndex.java b/engines/lucene-10.4.0/src/main/java/BuildIndex.java index 8366fd2cbf..94a6cc2682 100644 --- a/engines/lucene-10.4.0/src/main/java/BuildIndex.java +++ b/engines/lucene-10.4.0/src/main/java/BuildIndex.java @@ -79,7 +79,7 @@ public static void main(String[] args) throws Exception { final JsonObject parsed_doc = Json.parse(line).asObject(); final String id = parsed_doc.get("id").asString(); final String text = parsed_doc.get("text").asString(); - final long sortValue = parsed_doc.get("sort_field").asLong(); + final long sortValue = parsed_doc.getLong("sort_field", 0L); idField.setStringValue(id); textField.setStringValue(text); sortField.setLongValue(sortValue); diff --git a/engines/pisa-0.8.2/.dockerignore b/engines/pisa-0.8.2/.dockerignore new file mode 100644 index 0000000000..5d0f124ffb --- /dev/null +++ b/engines/pisa-0.8.2/.dockerignore @@ -0,0 +1,2 @@ +* +!Dockerfile diff --git a/engines/pisa-0.8.2/Makefile b/engines/pisa-0.8.2/Makefile index b6a8896023..6439d72e6d 100644 --- a/engines/pisa-0.8.2/Makefile +++ b/engines/pisa-0.8.2/Makefile @@ -1,6 +1,16 @@ +ROOT_DIR := $(abspath $(CURDIR)/../..) +DOCKER_IMAGE ?= pisa-0.8.2-builder +HOST_OS := $(shell uname -s) +RUN_IN_DOCKER ?= $(if $(filter Darwin,$(HOST_OS)),1,0) +TBB_LIB := $(CURDIR)/build/pisa/external/tbb_cmake_build/tbb_cmake_build_subdir_release +CONTAINER_TBB_LIB := /home/pisa/src/build/pisa/external/tbb_cmake_build/tbb_cmake_build_subdir_release + help: @grep '^[^#[:space:]].*:' Makefile +submodules: + @git -C $(ROOT_DIR) submodule update --init --recursive engines/pisa-0.8.2/pisa + clean: @echo "--- Cleaning PISA 0.8.2 ---" @rm -fr idx @@ -12,24 +22,32 @@ clean: compile-within-container: build/bin/build_index build/bin/do_query echo "compiling" -compile: - docker build -t pisa-builder . - docker run --rm -it -v "$(shell pwd)":/home/pisa/src/ pisa-builder +compile: submodules + docker build -t $(DOCKER_IMAGE) . + @rm -rf build + # Run a throwaway builder container with this directory mounted as /home/pisa/src. + # --rm removes the stopped container; --user avoids root-owned build outputs. + docker run --rm --user "$$(id -u):$$(id -g)" -v "$(CURDIR)":/home/pisa/src/ $(DOCKER_IMAGE) + @rm -f pisa/external/tbb/cmake/TBBConfig.cmake pisa/external/tbb/cmake/TBBConfigVersion.cmake index: idx -TBB_LIB := $(shell pwd)/build/pisa/external/tbb_cmake_build/tbb_cmake_build_subdir_release - serve: build/bin/do_query +ifeq ($(RUN_IN_DOCKER),1) + @docker run --rm --user "$$(id -u):$$(id -g)" -v "$(CURDIR)":/home/pisa/src/ -i --entrypoint bash $(DOCKER_IMAGE) -lc 'LD_LIBRARY_PATH=$(CONTAINER_TBB_LIB) ./build/bin/do_query idx' +else @LD_LIBRARY_PATH=$(TBB_LIB) ./build/bin/do_query idx +endif -build/bin/%: - @echo "--- Building PISA 0.8.2 ---" - @mkdir -p build - @cmake -B build/ . - @make -C build/ +build/bin/%: submodules + @$(MAKE) compile >&2 idx: build/bin/build_index @echo "--- Indexing PISA 0.8.2 ---" + @rm -rf idx @mkdir -p idx +ifeq ($(RUN_IN_DOCKER),1) + @docker run --rm --user "$$(id -u):$$(id -g)" -v "$(CURDIR)":/home/pisa/src/ -i --entrypoint bash $(DOCKER_IMAGE) -lc 'LD_LIBRARY_PATH=$(CONTAINER_TBB_LIB) ./build/bin/build_index' < ${CORPUS} +else @LD_LIBRARY_PATH=$(TBB_LIB) ./build/bin/build_index < ${CORPUS} +endif diff --git a/engines/tantivy-main/Cargo.lock b/engines/tantivy-main/Cargo.lock index 0b66d5a630..67ff699d65 100644 --- a/engines/tantivy-main/Cargo.lock +++ b/engines/tantivy-main/Cargo.lock @@ -227,9 +227,9 @@ dependencies = [ [[package]] name = "datasketches" -version = "0.2.0" +version = "0.3.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c286de4e81ea2590afc24d754e0f83810c566f50a1388fa75ebd57928c0d9745" +checksum = "46c4cf71a36b46dcfc00e5014c0c20ccad2b1b6a008304d7d57d2749b2d41b3d" [[package]] name = "deranged" @@ -700,7 +700,7 @@ dependencies = [ [[package]] name = "ownedbytes" version = "0.9.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "stable_deref_trait", ] @@ -955,7 +955,7 @@ dependencies = [ [[package]] name = "tantivy" version = "0.26.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "aho-corasick", "arc-swap", @@ -1018,16 +1018,16 @@ dependencies = [ [[package]] name = "tantivy-bitpacker" -version = "0.9.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.10.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "bitpacking", ] [[package]] name = "tantivy-columnar" -version = "0.6.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.7.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "downcast-rs", "fastdivide", @@ -1041,8 +1041,8 @@ dependencies = [ [[package]] name = "tantivy-common" -version = "0.10.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.11.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "async-trait", "byteorder", @@ -1064,8 +1064,8 @@ dependencies = [ [[package]] name = "tantivy-query-grammar" -version = "0.25.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.26.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "fnv", "nom", @@ -1076,8 +1076,8 @@ dependencies = [ [[package]] name = "tantivy-sstable" -version = "0.6.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.7.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "futures-util", "itertools", @@ -1089,8 +1089,8 @@ dependencies = [ [[package]] name = "tantivy-stacker" -version = "0.6.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.7.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "murmurhash32", "tantivy-common", @@ -1098,8 +1098,8 @@ dependencies = [ [[package]] name = "tantivy-tokenizer-api" -version = "0.6.0" -source = "git+https://github.com/quickwit-oss/tantivy.git?rev=129c40f#129c40f8ec06b6802b6afe83f9e61c0c576ee183" +version = "0.7.0" +source = "git+https://github.com/quickwit-oss/tantivy.git?rev=46b3fb9#46b3fb9ed394343db77aaf02e421272044818c0a" dependencies = [ "serde", ] diff --git a/engines/tantivy-main/Cargo.toml b/engines/tantivy-main/Cargo.toml index 098cbf1378..5298a69b99 100644 --- a/engines/tantivy-main/Cargo.toml +++ b/engines/tantivy-main/Cargo.toml @@ -8,7 +8,7 @@ edition = "2018" serde = "1.0" serde_derive = "1.0" serde_json = "1.0" -tantivy = { git = "https://github.com/quickwit-oss/tantivy.git", rev = "129c40f" } +tantivy = { git = "https://github.com/quickwit-oss/tantivy.git", rev = "46b3fb9" } env_logger = "0.5" futures = "*" diff --git a/results.json b/results.json index 1157e3aac3..4c3e669bf7 100644 --- a/results.json +++ b/results.json @@ -1 +1 @@ -{"details": {"tantivy-0.25": ["Written in Rust.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using FOR-delta and blocks of size 128.", "Single level of skip data inlined into postings, every 128 docs.", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "Implements block-max WAND / block-max AND for top-k commands.", "Disjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.3.0": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 128.", "2 levels of skip data, every 128 and 4,096 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.3.0-bp": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 128.", "2 levels of skip data, every 128 and 4,096 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs.", "Doc IDs are reordered using recursive graph bisection."], "pisa-0.8.2": ["Written in C++.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using Lemire's FastPFOR library with blocks of size 128.", "Implements block-max WAND / block-max AND for top-k commands.", "Impacts are stored directly, and require a single segment.", "Doc IDs are reordered using recursive graph bisection."], "iresearch-26.03.1": ["Written in C++ to powers SereneDB.", "Index is read from disk via mmap.", "Doc-at-a-time for blocks, Term-at-a-time in blocks, in other words Block-at-a-time.", "Doc deltas, frequencies and positions deltas are encoded using combination of Lemire's simdcomp (bitpacking), streamvbyte (varbyte), bitset library with blocks of size 128.", "Has skiplist, every 32 blocks", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "There's alternative technics for impacts that also can be used, like precise `(term_freq, norm)` for bm25, it doesn't depend on avg_dl, because create virtual pair that worse than actual", "Implements block Maxscore for OR and block WAND term for top-k commands.", "Impacts are stored directly, and require a single segment.", "Disjunctions and some conjunctions count matching doc IDs using bit sets over windows of 4,096 docs."]}, "results": {"TOP_10": {"tantivy-0.25": [{"query": "the", "tags": ["term"], "count": 1, "duration": [666, 675, 682, 685, 686, 687, 695, 703, 731, 750]}, {"query": "+griffith +observatory", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [76, 76, 76, 76, 76, 76, 77, 77, 77, 78]}, {"query": "\"griffith observatory\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [85, 85, 85, 85, 85, 85, 86, 86, 86, 89]}, {"query": "griffith observatory", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [92, 92, 92, 92, 93, 93, 93, 94, 94, 96]}, {"query": "+bowel +obstruction", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [35, 35, 35, 35, 35, 36, 36, 36, 36, 46]}, {"query": "\"bowel obstruction\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [50, 50, 51, 51, 51, 51, 53, 53, 55, 58]}, {"query": "bowel obstruction", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [42, 42, 42, 43, 43, 43, 43, 44, 44, 44]}, {"query": "+vicenza +italy", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [74, 74, 75, 75, 75, 75, 76, 76, 76, 80]}, {"query": "\"vicenza italy\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [138, 141, 141, 142, 142, 142, 143, 144, 146, 148]}, {"query": "vicenza italy", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [82, 82, 83, 83, 83, 83, 84, 84, 86, 86]}, {"query": "+digital +scanning", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [99, 99, 99, 99, 100, 100, 100, 101, 101, 101]}, {"query": "\"digital scanning\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [144, 147, 147, 147, 148, 148, 148, 148, 149, 151]}, {"query": "digital scanning", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [114, 114, 115, 115, 115, 115, 115, 115, 116, 117]}, {"query": "+plus +size +clothing", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [365, 365, 366, 366, 367, 368, 368, 368, 369, 371]}, {"query": "\"plus size clothing\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [398, 399, 401, 401, 402, 402, 402, 402, 403, 404]}, {"query": "plus size clothing", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [815, 815, 815, 816, 817, 817, 818, 818, 820, 825]}, {"query": "+borders +books", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [581, 582, 584, 588, 591, 592, 593, 597, 598, 599]}, {"query": "\"borders books\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [675, 680, 681, 681, 682, 683, 684, 684, 685, 685]}, {"query": "borders books", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [600, 602, 603, 604, 604, 606, 606, 606, 607, 609]}, {"query": "+american +funds", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [1171, 1176, 1184, 1188, 1203, 1208, 1209, 1219, 1220, 1223]}, {"query": "\"american funds\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [1866, 1866, 1868, 1868, 1874, 1876, 1878, 1878, 1892, 1895]}, {"query": "american funds", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [1092, 1093, 1098, 1099, 1100, 1102, 1106, 1106, 1108, 1129]}, {"query": "+scottsdale +az", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [32, 32, 33, 33, 33, 33, 33, 34, 35, 44]}, {"query": "\"scottsdale az\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [38, 38, 38, 38, 39, 39, 39, 40, 40, 41]}, {"query": "scottsdale az", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [42, 42, 42, 42, 43, 43, 44, 44, 44, 47]}, {"query": "+wisconsin +attorney +general", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [443, 445, 445, 446, 447, 447, 449, 450, 451, 452]}, {"query": "\"wisconsin attorney general\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [480, 481, 482, 482, 485, 485, 486, 487, 488, 492]}, {"query": "wisconsin attorney general", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [576, 576, 579, 580, 580, 581, 582, 582, 588, 589]}, {"query": "+the +english +restoration", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [1563, 1582, 1588, 1590, 1590, 1595, 1595, 1597, 1598, 1604]}, {"query": "\"the english restoration\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [1863, 1877, 1885, 1900, 1908, 1909, 1915, 1916, 1939, 1959]}, {"query": "the english restoration", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [1668, 1676, 1682, 1682, 1684, 1688, 1693, 1705, 1706, 1720]}, {"query": "+freelance +work", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [319, 321, 322, 322, 324, 324, 325, 325, 326, 328]}, {"query": "\"freelance work\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [619, 621, 622, 623, 629, 630, 630, 631, 634, 635]}, {"query": "freelance work", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [339, 339, 342, 343, 345, 346, 346, 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"tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 450272, "duration": [7, 7, 7, 7, 7, 7, 8, 8, 8, 8]}, {"query": "+data privacy", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 78602, "duration": [8, 8, 8, 8, 8, 8, 8, 9, 9, 9]}, {"query": "electric +vehicles", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 36751, "duration": [8, 8, 8, 9, 9, 9, 9, 9, 9, 10]}, {"query": "+global markets", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 56628, "duration": [8, 8, 8, 8, 8, 8, 8, 9, 9, 9]}, {"query": "urban +planning", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 56033, "duration": [8, 8, 8, 8, 8, 8, 9, 9, 9, 9]}, {"query": "+public transit", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 333615, "duration": [8, 8, 8, 8, 8, 8, 9, 9, 9, 9]}, {"query": "school +safety", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 55646, "duration": [7, 7, 7, 7, 7, 7, 7, 8, 8, 8]}, {"query": "+consumer rights", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 18877, "duration": [7, 8, 8, 8, 8, 8, 8, 8, 9, 9]}, {"query": "medical +devices", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 28656, "duration": [7, 8, 8, 8, 8, 9, 9, 9, 9, 11]}, {"query": "+financial reporting standards", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 89386, "duration": [10, 11, 11, 11, 11, 11, 11, 11, 12, 12]}, {"query": "wildfire +risk maps", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 43239, "duration": [8, 8, 8, 9, 9, 9, 9, 9, 9, 9]}, {"query": "+mental health resources", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 26726, "duration": [10, 10, 10, 11, 11, 11, 11, 11, 11, 11]}, {"query": "public +records request", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 155290, "duration": [9, 9, 10, 10, 10, 10, 10, 10, 10, 11]}, {"query": "+water quality report", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 198113, "duration": [12, 12, 13, 13, 13, 13, 14, 14, 14, 14]}, {"query": "digital +marketing strategy", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 28194, "duration": [9, 10, 10, 10, 10, 10, 10, 10, 11, 11]}, {"query": "+housing market trends", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 79606, "duration": [10, 10, 10, 10, 11, 11, 11, 11, 11, 11]}, {"query": "airport +security rules", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 76615, "duration": [11, 11, 11, 11, 11, 11, 11, 12, 12, 13]}, {"query": "+electric grid stability", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 44752, "duration": [11, 11, 11, 11, 12, 12, 12, 12, 12, 13]}, {"query": "solar +panel rebates", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 26679, "duration": [9, 9, 9, 9, 9, 9, 9, 9, 9, 10]}, {"query": "+disaster relief funds", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 21881, "duration": [10, 10, 10, 10, 11, 11, 11, 11, 12, 14]}, {"query": "college +admissions criteria", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 4814, "duration": [9, 9, 9, 9, 9, 9, 10, 10, 10, 10]}, {"query": "+insurance claim process", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 24294, "duration": [11, 11, 11, 11, 11, 12, 12, 12, 13, 14]}, {"query": "home +insurance quotes", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 24294, "duration": [9, 9, 9, 10, 10, 10, 10, 10, 11, 11]}, {"query": "+credit card rewards", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 33189, "duration": [10, 10, 10, 11, 11, 11, 11, 11, 12, 12]}, {"query": "small +business grants", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 181181, "duration": [9, 9, 9, 9, 9, 10, 10, 10, 10, 11]}, {"query": "+data center cooling", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 78602, "duration": [9, 10, 10, 10, 10, 10, 10, 10, 10, 10]}, {"query": "search +engine ranking", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 50123, "duration": [9, 9, 9, 9, 9, 9, 10, 10, 10, 14]}, {"query": "+remote learning tools", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 25998, "duration": [9, 9, 10, 10, 10, 10, 10, 11, 11, 11]}, {"query": "traffic +accident reports", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 39229, "duration": [9, 9, 9, 10, 10, 10, 10, 10, 10, 10]}, {"query": "+open source software licenses", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 203747, "duration": [11, 11, 11, 11, 12, 12, 12, 12, 12, 12]}, {"query": "national +park visitor fees", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 186067, "duration": [12, 13, 13, 13, 13, 14, 14, 14, 15, 17]}, {"query": "+health care cost trends", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 113165, "duration": [9, 9, 9, 9, 9, 9, 10, 10, 10, 10]}, {"query": "city +council meeting agenda", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 191566, "duration": [11, 11, 11, 11, 11, 11, 11, 11, 12, 12]}, {"query": "+renewable energy policy goals", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 5071, "duration": [10, 10, 10, 10, 11, 11, 11, 11, 11, 24]}, {"query": "federal +tax filing deadline", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 33514, "duration": [11, 12, 12, 12, 12, 12, 12, 12, 13, 13]}, {"query": "+airport security screening rules", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 55583, "duration": [11, 11, 11, 11, 11, 12, 12, 12, 13, 14]}, {"query": "local +election ballot measures", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 141125, "duration": [12, 13, 13, 13, 13, 13, 13, 13, 14, 14]}, {"query": "+climate change impact report", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 42009, "duration": [11, 11, 12, 12, 12, 12, 12, 12, 12, 12]}, {"query": "customer +service phone number", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 270381, "duration": [11, 11, 11, 11, 11, 12, 12, 12, 12, 12]}, {"query": "+python -snake -monty", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 2281, "duration": [61, 61, 61, 61, 62, 62, 62, 62, 63, 63]}, {"query": "+python -snake", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 3151, "duration": [40, 40, 40, 40, 40, 40, 41, 41, 42, 42]}, {"query": "+jaguar -car -football", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1672, "duration": [129, 132, 133, 134, 134, 136, 136, 137, 138, 138]}, {"query": "+jaguar -car", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 1791, "duration": [59, 60, 60, 60, 60, 60, 60, 61, 61, 62]}, {"query": "+mercury -planet -element", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 9895, "duration": [147, 148, 148, 148, 148, 149, 149, 150, 150, 151]}, {"query": "+mercury -planet", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 10327, "duration": [100, 103, 103, 103, 103, 104, 104, 106, 115, 116]}, {"query": "+java -coffee -island", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 9756, "duration": [193, 195, 196, 196, 196, 196, 200, 201, 202, 208]}, {"query": "+java -coffee", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 11530, "duration": [95, 97, 97, 97, 97, 98, 98, 98, 98, 106]}, {"query": "+saturn -planet -car", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 3045, "duration": [92, 92, 92, 92, 93, 93, 93, 93, 93, 94]}, {"query": "+mustang -car -horse", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1492, "duration": [72, 73, 73, 73, 74, 75, 75, 75, 75, 77]}, {"query": "+amazon -river -rainforest", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 7740, "duration": [180, 181, 181, 181, 182, 182, 182, 183, 185, 186]}, {"query": "+apple -fruit -tree", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 12832, "duration": [208, 208, 208, 209, 209, 210, 210, 210, 213, 214]}, {"query": "+delta -airlines -river", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 11876, "duration": [289, 290, 291, 292, 293, 293, 294, 294, 297, 298]}, {"query": "+jordan -country -basketball", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 16503, "duration": [330, 330, 331, 331, 332, 339, 340, 340, 349, 350]}, {"query": "+orion -constellation -spacecraft", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 2357, "duration": [50, 50, 50, 50, 50, 51, 51, 51, 51, 54]}, {"query": "+bass -fish -guitar", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 17780, "duration": [522, 524, 524, 525, 526, 526, 527, 528, 528, 531]}, {"query": "+eclipse -lunar -solar", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 3733, "duration": [86, 87, 87, 87, 87, 87, 87, 87, 87, 89]}, {"query": "+springfield -illinois -missouri", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 6315, "duration": [131, 132, 132, 132, 133, 133, 133, 134, 136, 137]}, {"query": "+puma -cat -shoes", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1339, "duration": [33, 33, 33, 33, 33, 34, 34, 34, 34, 34]}]}}} \ No newline at end of file +{"details": {"tantivy-0.26": ["Written in Rust.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using FOR-delta and blocks of size 128.", "Single level of skip data inlined into postings, every 128 docs.", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "Implements block-max WAND / block-max AND for top-k commands.", "Disjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.4.0": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 256.", "2 levels of skip data, every 256 and 8,192 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.4.0-bp": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 256.", "2 levels of skip data, every 256 and 8,192 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs.", "Doc IDs are reordered using recursive graph bisection."], "pisa-0.8.2": ["Written in C++.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using Lemire's FastPFOR library with blocks of size 128.", "Implements block-max WAND / block-max AND for top-k commands.", "Impacts are stored directly, and require a single segment.", "Doc IDs are reordered using recursive graph bisection."], "iresearch-26.03.1": ["Written in C++ to power SereneDB.", "Index is read from disk via mmap.", "Doc-at-a-time for blocks, Term-at-a-time in blocks, in other words Block-at-a-time.", "Doc deltas, frequencies and positions deltas are encoded using combination of Lemire's simdcomp (bitpacking), streamvbyte (varbyte), bitset library with blocks of size 128.", "Has skiplist, every 32 blocks", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "There's alternative technics for impacts that also can be used, like precise `(term_freq, norm)` for bm25, it doesn't depend on avg_dl, because create virtual pair that worse than actual", "Implements block Maxscore for OR and block WAND term for top-k commands.", "Impacts are stored directly, and require a single segment.", "Disjunctions and some conjunctions count matching doc IDs using bit sets over windows of 4,096 docs."]}, "results": {"TOP_10": {"tantivy-0.26": [{"query": "the", "tags": ["term"], "count": 1, "duration": [679, 681, 692, 692, 695, 698, 699, 708, 708, 709]}, {"query": "+griffith +observatory", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [67, 67, 67, 68, 68, 68, 68, 68, 68, 76]}, {"query": "\"griffith observatory\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [76, 77, 77, 77, 77, 78, 78, 78, 79, 82]}, {"query": "griffith observatory", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [106, 106, 107, 107, 107, 108, 109, 109, 109, 110]}, {"query": "+bowel +obstruction", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [31, 31, 31, 31, 32, 32, 32, 32, 33, 33]}, {"query": "\"bowel obstruction\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [47, 47, 48, 48, 48, 48, 49, 49, 49, 50]}, {"query": "bowel obstruction", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [45, 45, 46, 46, 46, 46, 46, 46, 47, 49]}, {"query": "+vicenza +italy", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [70, 70, 70, 70, 71, 72, 73, 74, 77, 92]}, {"query": "\"vicenza italy\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [133, 135, 136, 136, 136, 137, 138, 138, 140, 140]}, {"query": "vicenza italy", "tags": ["union", "global", 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1052, 1059, 1060, 1061, 1061, 1068, 1098]}, {"query": "+scottsdale +az", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [25, 25, 25, 25, 26, 26, 26, 26, 27, 28]}, {"query": "\"scottsdale az\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [30, 30, 30, 30, 31, 31, 32, 32, 32, 33]}, {"query": "scottsdale az", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [43, 43, 43, 44, 45, 45, 45, 46, 48, 49]}, {"query": "+wisconsin +attorney +general", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [401, 403, 404, 404, 404, 405, 407, 410, 415, 429]}, {"query": "\"wisconsin attorney general\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [437, 440, 440, 443, 443, 444, 445, 448, 448, 460]}, {"query": "wisconsin attorney general", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [677, 685, 687, 689, 690, 691, 694, 699, 699, 701]}, {"query": "+the +english +restoration", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [1024, 1046, 1050, 1087, 1095, 1101, 1104, 1134, 1148, 1352]}, {"query": "\"the english restoration\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [1395, 1395, 1415, 1419, 1425, 1432, 1435, 1533, 1557, 1952]}, {"query": "the english restoration", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [1430, 1445, 1456, 1458, 1465, 1475, 1479, 1484, 1503, 1510]}, {"query": "+freelance +work", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [304, 306, 306, 307, 308, 309, 312, 316, 327, 340]}, {"query": "\"freelance work\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [581, 586, 588, 588, 589, 590, 591, 592, 594, 600]}, {"query": "freelance work", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [321, 323, 325, 325, 325, 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"+music +stands", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 5577, "duration": [471, 473, 475, 475, 475, 482, 484, 487, 490, 521]}, {"query": "\"music stands\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 61, "duration": [845, 845, 850, 852, 852, 856, 856, 856, 858, 858]}, {"query": "music stands", "tags": ["union", "global", "union:num_tokens_2"], "count": 1564, "duration": [483, 483, 484, 485, 485, 485, 488, 488, 491, 505]}, {"query": "+microsoft +frontpage", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 29, "duration": [17, 17, 17, 18, 19, 19, 19, 20, 20, 20]}, {"query": "\"microsoft frontpage\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 18, "duration": [25, 26, 26, 27, 27, 28, 28, 29, 29, 30]}, {"query": "microsoft frontpage", "tags": ["union", "global", "union:num_tokens_2"], "count": 1618, "duration": [40, 40, 40, 40, 41, 41, 41, 42, 42, 43]}, {"query": "+camp +claiborne", "tags": ["intersection", 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133, 134, 138, 139, 140, 140, 142, 145, 156]}, {"query": "pocket pc", "tags": ["union", "global", "union:num_tokens_2"], "count": 26300, "duration": [79, 79, 79, 80, 80, 80, 81, 83, 83, 84]}, {"query": "+chicago +public +schools", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 3258, "duration": [762, 762, 765, 769, 784, 785, 790, 791, 804, 826]}, {"query": "\"chicago public schools\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 244, "duration": [1234, 1239, 1245, 1246, 1268, 1272, 1286, 1303, 1306, 1350]}, {"query": "chicago public schools", "tags": ["union", "global", "union:num_tokens_3"], "count": 467039, "duration": [449, 454, 456, 459, 461, 467, 472, 474, 487, 537]}, {"query": "+george +r +brown +convention +center", "tags": ["intersection", "global", "intersection:num_tokens_>3"], "count": 121, "duration": [526, 527, 528, 528, 529, 532, 534, 547, 550, 588]}, {"query": "\"george r brown convention center\"", "tags": ["phrase", "phrase:num_tokens_>3"], "count": 20, "duration": [719, 725, 730, 732, 738, 757, 764, 765, 780, 957]}, {"query": "george r brown convention center", "tags": ["union", "global", "union:num_tokens_>3"], "count": 635117, "duration": [628, 629, 632, 633, 634, 636, 679, 699, 727, 740]}, {"query": "+warren +county", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 4708, "duration": [303, 305, 305, 309, 310, 313, 318, 319, 321, 324]}, {"query": "\"warren county\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1322, "duration": [714, 719, 722, 722, 723, 740, 744, 761, 764, 770]}, {"query": "warren county", "tags": ["union", "global", "union:num_tokens_2"], "count": 487676, "duration": [331, 332, 333, 335, 339, 348, 355, 362, 366, 373]}, {"query": "+animal +rights", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 3919, "duration": [351, 352, 363, 365, 370, 370, 371, 374, 376, 380]}, {"query": "\"animal rights\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1515, "duration": [602, 610, 612, 622, 622, 623, 638, 639, 642, 657]}, {"query": "animal rights", "tags": ["union", "global", "union:num_tokens_2"], "count": 144566, "duration": [175, 175, 175, 176, 178, 179, 179, 188, 190, 200]}, {"query": "+david +lee +roth", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 234, "duration": [78, 80, 81, 81, 81, 85, 86, 88, 92, 100]}, {"query": "\"david lee roth\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 151, "duration": [164, 169, 173, 173, 174, 180, 184, 189, 190, 891]}, {"query": "david lee roth", "tags": ["union", "global", "union:num_tokens_3"], "count": 192019, "duration": [225, 226, 227, 229, 230, 234, 234, 247, 247, 252]}, {"query": "+central +community +college", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 8481, "duration": [971, 972, 972, 976, 989, 1047, 1051, 1051, 1060, 1072]}, {"query": "\"central community college\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 82, "duration": [3152, 3160, 3162, 3163, 3170, 3172, 3177, 3182, 3261, 3272]}, {"query": "central community college", "tags": ["union", "global", "union:num_tokens_3"], "count": 778663, "duration": [638, 640, 641, 642, 649, 662, 678, 686, 708, 712]}, {"query": "+power +rangers +ninja +storm", "tags": ["intersection", "global", "intersection:num_tokens_>3"], "count": 24, "duration": [53, 54, 55, 55, 55, 55, 56, 58, 58, 62]}, {"query": "\"power rangers ninja storm\"", "tags": ["phrase", "phrase:num_tokens_>3"], "count": 19, "duration": [76, 77, 77, 78, 79, 79, 81, 84, 85, 88]}, {"query": "power rangers ninja storm", "tags": ["union", "global", "union:num_tokens_>3"], "count": 231009, "duration": [269, 273, 273, 274, 275, 276, 276, 279, 282, 290]}, {"query": "+movie +theatres", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 2050, "duration": [108, 108, 109, 110, 111, 111, 111, 111, 112, 123]}, {"query": "\"movie theatres\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 314, "duration": [227, 228, 228, 229, 231, 231, 232, 234, 237, 255]}, {"query": "movie theatres", "tags": ["union", "global", "union:num_tokens_2"], "count": 89056, "duration": [132, 133, 134, 136, 138, 140, 141, 147, 148, 149]}, {"query": "+canary +bird", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 319, "duration": [52, 54, 54, 54, 55, 56, 57, 57, 61, 76]}, {"query": "\"canary bird\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 12, "duration": [97, 98, 98, 100, 100, 103, 104, 108, 108, 112]}, {"query": "canary bird", "tags": ["union", "global", "union:num_tokens_2"], "count": 41550, "duration": [92, 92, 93, 93, 94, 94, 98, 98, 98, 102]}, {"query": "+health +literacy", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1982, "duration": [136, 136, 136, 136, 137, 141, 142, 151, 152, 153]}, {"query": "\"health literacy\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 48, "duration": [278, 278, 279, 279, 280, 280, 287, 288, 294, 296]}, {"query": "health literacy", "tags": ["union", "global", "union:num_tokens_2"], "count": 126649, "duration": [159, 160, 160, 166, 166, 167, 171, 171, 171, 175]}, {"query": "+david +thornton", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 652, "duration": [79, 79, 80, 81, 81, 82, 83, 84, 85, 90]}, {"query": "\"david thornton\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 20, "duration": [189, 192, 192, 195, 199, 200, 202, 203, 203, 204]}, {"query": "david thornton", "tags": ["union", "global", "union:num_tokens_2"], "count": 148177, "duration": [165, 167, 168, 170, 171, 171, 173, 175, 176, 184]}, {"query": "+jamie +murray", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 372, "duration": [80, 81, 81, 82, 82, 82, 83, 84, 84, 86]}, {"query": "\"jamie murray\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 115, "duration": [115, 117, 117, 118, 120, 121, 122, 124, 127, 130]}, {"query": "jamie murray", "tags": ["union", "global", "union:num_tokens_2"], "count": 27089, "duration": [84, 84, 85, 85, 87, 88, 89, 89, 90, 97]}, {"query": "+boulder +city +nevada", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 169, "duration": [92, 93, 94, 96, 101, 106, 106, 106, 110, 122]}, {"query": "\"boulder city nevada\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 65, "duration": [169, 174, 174, 176, 177, 177, 178, 181, 183, 185]}, {"query": "boulder city nevada", "tags": ["union", "global", "union:num_tokens_3"], "count": 536979, "duration": [420, 424, 425, 431, 431, 445, 458, 462, 481, 492]}, {"query": "+united +states +constitution", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 16193, "duration": [894, 896, 899, 900, 906, 919, 923, 954, 962, 986]}, {"query": "\"united states constitution\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 2840, "duration": [2264, 2375, 2393, 2395, 2407, 2437, 2448, 2460, 2463, 2515]}, {"query": "united states constitution", "tags": ["union", "global", "union:num_tokens_3"], "count": 686232, "duration": [761, 768, 769, 771, 773, 782, 815, 819, 837, 847]}, {"query": "+niceville +high +school", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 21, "duration": [29, 31, 32, 32, 32, 32, 33, 35, 42, 43]}, {"query": "\"niceville high school\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 11, "duration": [42, 43, 44, 44, 44, 47, 50, 53, 54, 67]}, {"query": "niceville high school", "tags": ["union", "global", "union:num_tokens_3"], "count": 748534, "duration": [657, 657, 664, 684, 689, 714, 714, 723, 728, 737]}, {"query": "+sleep +study", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 2570, "duration": [172, 175, 176, 176, 178, 179, 181, 183, 194, 198]}, {"query": "\"sleep study\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 33, "duration": [357, 360, 361, 362, 363, 369, 377, 387, 387, 388]}, {"query": "sleep study", "tags": ["union", "global", "union:num_tokens_2"], "count": 155369, "duration": [177, 177, 178, 178, 180, 181, 182, 189, 196, 201]}, {"query": "+true +religion", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 6165, "duration": [400, 402, 404, 406, 406, 416, 422, 429, 431, 431]}, {"query": "\"true religion\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 255, "duration": [666, 668, 670, 673, 674, 684, 687, 690, 706, 741]}, {"query": "true religion", "tags": ["union", "global", "union:num_tokens_2"], "count": 126586, "duration": [168, 169, 169, 169, 171, 176, 179, 179, 180, 183]}, {"query": "+google +satellite", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 425, "duration": [86, 87, 87, 87, 88, 90, 91, 92, 92, 108]}, {"query": "\"google satellite\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 12, "duration": [132, 132, 132, 133, 133, 134, 139, 142, 143, 148]}, {"query": "google satellite", "tags": ["union", "global", "union:num_tokens_2"], "count": 36113, "duration": [89, 90, 90, 91, 92, 93, 94, 94, 98, 121]}, {"query": "+laborers +international +union +of +north +america", "tags": ["intersection", "global", "intersection:num_tokens_>3"], "count": 237, "duration": [347, 354, 358, 358, 359, 368, 369, 379, 380, 382]}, {"query": "\"laborers international union of north america\"", "tags": ["phrase", "phrase:num_tokens_>3"], "count": 37, "duration": [529, 543, 548, 554, 562, 567, 575, 580, 591, 625]}, {"query": "laborers international union of north america", "tags": ["union", "global", "union:num_tokens_>3"], "count": 3837689, "duration": [1282, 1287, 1289, 1300, 1330, 1345, 1354, 1381, 1434, 1455]}, {"query": "+\"the who\" +uk", "tags": ["two-phase-critic"], "count": 660, "duration": [16552, 16740, 16763, 16769, 17019, 17105, 17134, 17345, 17369, 18038]}, {"query": "+to +be +or +not +to +be", "tags": ["intersection", "intersection:num_tokens_>3"], "count": 415088, "duration": [3371, 3415, 3555, 3556, 3583, 3632, 3636, 3643, 3658, 3699]}, {"query": "\"to be or not to be\"", "tags": ["phrase", "phrase:num_tokens_>3"], "count": 152, "duration": [43338, 43796, 44077, 44168, 44215, 44565, 44791, 45188, 45244, 45495]}, {"query": "to be or not to be", "tags": ["union", "union:num_tokens_>3"], "count": 3239046, "duration": [1751, 1755, 1759, 1767, 1773, 1774, 1779, 1924, 1926, 2144]}, {"query": "a search engine is an information retrieval software system designed to help find information stored on one or more computer systems", "tags": ["union", "union:num_tokens_>3"], "count": 4539182, "duration": [5128, 5196, 5199, 5203, 5232, 5420, 5450, 5492, 5587, 5640]}, {"query": "+climate policy", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 42009, "duration": [7, 7, 7, 7, 8, 8, 8, 9, 10, 21]}, {"query": "remote +work", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 450272, "duration": [5, 6, 6, 6, 6, 6, 6, 7, 7, 8]}, {"query": "+data privacy", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 78602, "duration": [6, 6, 7, 7, 8, 8, 8, 8, 9, 11]}, {"query": "electric +vehicles", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 36751, "duration": [6, 7, 7, 7, 7, 7, 8, 8, 9, 9]}, {"query": "+global markets", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 56628, "duration": [6, 7, 7, 7, 7, 7, 7, 7, 9, 13]}, {"query": "urban +planning", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 56033, "duration": [7, 7, 7, 7, 7, 7, 8, 8, 9, 9]}, {"query": "+public transit", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 333615, "duration": [6, 6, 6, 6, 6, 7, 7, 8, 9, 9]}, {"query": "school +safety", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 55646, "duration": [6, 6, 6, 6, 7, 7, 7, 8, 9, 12]}, {"query": "+consumer rights", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 18877, "duration": [6, 6, 6, 7, 7, 7, 7, 8, 8, 9]}, {"query": "medical +devices", "tags": ["intersection_union", "global", "intersection_union:num_tokens_2"], "count": 28656, "duration": [7, 7, 7, 8, 8, 8, 8, 8, 10, 13]}, {"query": "+financial reporting standards", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 89386, "duration": [9, 9, 9, 10, 10, 10, 11, 11, 11, 13]}, {"query": "wildfire +risk maps", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 43239, "duration": [7, 7, 8, 8, 8, 9, 9, 9, 10, 13]}, {"query": "+mental health resources", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 26726, "duration": [8, 9, 9, 9, 9, 9, 9, 10, 10, 11]}, {"query": "public +records request", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 155290, "duration": [7, 8, 8, 8, 8, 8, 9, 9, 9, 10]}, {"query": "+water quality report", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 198113, "duration": [10, 10, 11, 11, 12, 12, 12, 13, 13, 17]}, {"query": "digital +marketing strategy", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 28194, "duration": [8, 8, 8, 8, 9, 9, 9, 9, 10, 11]}, {"query": "+housing market trends", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 79606, "duration": [8, 9, 9, 9, 9, 10, 10, 10, 11, 170]}, {"query": "airport +security rules", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 76615, "duration": [8, 8, 9, 9, 9, 9, 9, 9, 10, 11]}, {"query": "+electric grid stability", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 44752, "duration": [8, 8, 9, 9, 9, 9, 9, 9, 10, 10]}, {"query": "solar +panel rebates", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 26679, "duration": [7, 7, 8, 8, 8, 8, 8, 8, 8, 10]}, {"query": "+disaster relief funds", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 21881, "duration": [8, 8, 9, 9, 9, 9, 9, 9, 10, 10]}, {"query": "college +admissions criteria", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 4814, "duration": [7, 7, 8, 8, 9, 9, 10, 10, 13, 18]}, {"query": "+insurance claim process", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 24294, "duration": [9, 9, 9, 9, 9, 10, 10, 10, 11, 20]}, {"query": "home +insurance quotes", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 24294, "duration": [7, 8, 8, 8, 8, 9, 9, 9, 9, 9]}, {"query": "+credit card rewards", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 33189, "duration": [8, 9, 9, 9, 9, 9, 10, 11, 12, 13]}, {"query": "small +business grants", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 181181, "duration": [8, 8, 8, 8, 8, 8, 10, 10, 10, 11]}, {"query": "+data center cooling", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 78602, "duration": [7, 8, 8, 8, 8, 9, 9, 9, 10, 14]}, {"query": "search +engine ranking", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 50123, "duration": [7, 7, 7, 7, 8, 8, 8, 9, 10, 21]}, {"query": "+remote learning tools", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 25998, "duration": [9, 9, 9, 9, 9, 9, 9, 10, 10, 10]}, {"query": "traffic +accident reports", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 39229, "duration": [7, 7, 8, 8, 8, 8, 9, 9, 10, 14]}, {"query": "+open source software licenses", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 203747, "duration": [9, 9, 9, 10, 10, 10, 10, 10, 12, 14]}, {"query": "national +park visitor fees", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 186067, "duration": [9, 10, 10, 11, 11, 11, 12, 12, 13, 13]}, {"query": "+health care cost trends", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 113165, "duration": [7, 8, 8, 8, 8, 8, 8, 9, 9, 9]}, {"query": "city +council meeting agenda", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 191566, "duration": [9, 9, 9, 9, 10, 10, 10, 10, 10, 12]}, {"query": "+renewable energy policy goals", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 5071, "duration": [9, 9, 10, 10, 11, 11, 11, 11, 11, 13]}, {"query": "federal +tax filing deadline", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 33514, "duration": [9, 10, 11, 11, 11, 11, 11, 11, 13, 14]}, {"query": "+airport security screening rules", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 55583, "duration": [9, 10, 10, 10, 10, 11, 12, 12, 12, 15]}, {"query": "local +election ballot measures", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 141125, "duration": [10, 10, 11, 11, 11, 11, 11, 11, 13, 15]}, {"query": "+climate change impact report", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 42009, "duration": [9, 10, 10, 10, 10, 10, 10, 11, 11, 12]}, {"query": "customer +service phone number", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 270381, "duration": [10, 10, 10, 11, 11, 11, 11, 12, 13, 14]}, {"query": "+python -snake -monty", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 2281, "duration": [60, 61, 62, 63, 64, 67, 67, 67, 67, 68]}, {"query": "+python -snake", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 3151, "duration": [40, 41, 42, 42, 42, 42, 42, 43, 45, 46]}, {"query": "+jaguar -car -football", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1672, "duration": [133, 133, 134, 134, 136, 138, 141, 144, 153, 262]}, {"query": "+jaguar -car", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 1791, "duration": [61, 63, 63, 66, 68, 68, 68, 68, 68, 70]}, {"query": "+mercury -planet -element", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 9895, "duration": [156, 156, 157, 157, 158, 159, 159, 163, 166, 167]}, {"query": "+mercury -planet", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 10327, "duration": [104, 105, 105, 106, 107, 107, 108, 110, 110, 111]}, {"query": "+java -coffee -island", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 9756, "duration": [206, 208, 208, 209, 209, 213, 220, 222, 222, 223]}, {"query": "+java -coffee", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 11530, "duration": [103, 104, 104, 104, 105, 106, 106, 110, 111, 112]}, {"query": "+saturn -planet -car", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 3045, "duration": [93, 96, 96, 97, 97, 98, 98, 102, 103, 104]}, {"query": "+mustang -car -horse", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1492, "duration": [72, 74, 75, 77, 78, 78, 78, 79, 84, 84]}, {"query": "+amazon -river -rainforest", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 7740, "duration": [192, 193, 194, 194, 195, 196, 202, 202, 208, 220]}, {"query": "+apple -fruit -tree", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 12832, "duration": [221, 222, 223, 223, 224, 227, 227, 238, 238, 239]}, {"query": "+delta -airlines -river", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 11876, "duration": [312, 313, 314, 316, 317, 317, 318, 324, 326, 338]}, {"query": "+jordan -country -basketball", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 16503, "duration": [348, 355, 355, 361, 362, 364, 374, 385, 386, 387]}, {"query": "+orion -constellation -spacecraft", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 2357, "duration": [50, 50, 52, 52, 52, 53, 54, 54, 55, 59]}, {"query": "+bass -fish -guitar", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 17780, "duration": [557, 564, 564, 565, 565, 569, 574, 579, 593, 595]}, {"query": "+eclipse -lunar -solar", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 3733, "duration": [90, 90, 91, 91, 91, 91, 93, 99, 101, 102]}, {"query": "+springfield -illinois -missouri", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 6315, "duration": [140, 140, 141, 142, 143, 145, 145, 150, 155, 163]}, {"query": "+puma -cat -shoes", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1339, "duration": [33, 33, 33, 33, 34, 34, 35, 35, 37, 41]}]}}} \ No newline at end of file diff --git a/tools/analyze.py b/tools/analyze.py new file mode 100644 index 0000000000..fa4c1d7cd3 --- /dev/null +++ b/tools/analyze.py @@ -0,0 +1,117 @@ +#!/usr/bin/env python3 +""" +Analyze results.json from the search benchmark game. + +Usage: + python tools/analyze.py [--filter ] + +Arguments: + engine Engine name (e.g., tantivy-main, tantivy-0.26, iresearch-26.03.1) + command Benchmark command (e.g., TOP_100, TOP_100_COUNT, COUNT) + --filter Optional tag filter: 'union', 'intersection', or 'intersection_union' + Filters entries whose tags contain the given string. + +Examples: + python tools/analyze.py tantivy-main TOP_100_COUNT + python tools/analyze.py tantivy-main TOP_100 --filter intersection + python tools/analyze.py tantivy-0.26 TOP_100_COUNT --filter union +""" + +import argparse +import json +import statistics +import sys +from pathlib import Path + + +def load_results(path: Path) -> dict: + with open(path) as f: + return json.load(f) + + +def summarise(entries: list[dict]) -> dict: + """Compute summary statistics over all duration values across entries.""" + all_durations = [] + for entry in entries: + all_durations.extend(entry["duration"]) + + if not all_durations: + return {"count": 0, "query_count": 0} + + sorted_d = sorted(all_durations) + n = len(sorted_d) + return { + "query_count": len(entries), + "sample_count": n, + "avg": statistics.mean(sorted_d), + "min": sorted_d[0], + "max": sorted_d[-1], + "p50": sorted_d[n // 2], + "p95": sorted_d[int(n * 0.95)], + "p99": sorted_d[int(n * 0.99)], + } + + +def main(): + parser = argparse.ArgumentParser( + description="Analyze search benchmark results.json" + ) + parser.add_argument("engine", help="Engine name (e.g., tantivy-main)") + parser.add_argument("command", help="Benchmark command (e.g., TOP_100_COUNT)") + parser.add_argument( + "--filter", "-f", + dest="tag_filter", + help="Filter entries by tag (e.g., union, intersection, intersection_union)", + ) + args = parser.parse_args() + + results_path = Path("results.json") + if not results_path.exists(): + print("Error: results.json not found. Run from the project root.", file=sys.stderr) + sys.exit(1) + + data = load_results(results_path) + + # Validate command + if args.command not in data["results"]: + print(f"Error: unknown command '{args.command}'.", file=sys.stderr) + print(f" Available: {list(data['results'].keys())}", file=sys.stderr) + sys.exit(1) + + results = data["results"][args.command] + + # Validate engine + if args.engine not in results: + print(f"Error: unknown engine '{args.engine}'.", file=sys.stderr) + print(f" Available: {list(results.keys())}", file=sys.stderr) + sys.exit(1) + + entries = results[args.engine] + + # Optional tag filter + if args.tag_filter: + tag = args.tag_filter + entries = [e for e in entries if any(tag in t for t in e["tags"])] + if not entries: + print(f"No entries matched filter '{tag}'.", file=sys.stderr) + sys.exit(1) + + summary = summarise(entries) + + # Display + filter_info = f" (filter: {args.tag_filter})" if args.tag_filter else "" + print(f"Engine: {args.engine}") + print(f"Command: {args.command}{filter_info}") + print(f"Queries: {summary['query_count']}") + print(f"Samples: {summary['sample_count']} ({summary['sample_count'] // summary['query_count']} per query)") + print(f"---") + print(f"Avg: {summary['avg']:>10.1f} µs") + print(f"Min: {summary['min']:>10.1f} µs") + print(f"Max: {summary['max']:>10.1f} µs") + print(f"P50: {summary['p50']:>10.1f} µs") + print(f"P95: {summary['p95']:>10.1f} µs") + print(f"P99: {summary['p99']:>10.1f} µs") + + +if __name__ == "__main__": + main() diff --git a/web/build/results.json b/web/build/results.json index 1157e3aac3..4c3e669bf7 100644 --- a/web/build/results.json +++ b/web/build/results.json @@ -1 +1 @@ -{"details": {"tantivy-0.25": ["Written in Rust.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using FOR-delta and blocks of size 128.", "Single level of skip data inlined into postings, every 128 docs.", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "Implements block-max WAND / block-max AND for top-k commands.", "Disjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.3.0": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 128.", "2 levels of skip data, every 128 and 4,096 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.3.0-bp": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 128.", "2 levels of skip data, every 128 and 4,096 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs.", "Doc IDs are reordered using recursive graph bisection."], "pisa-0.8.2": ["Written in C++.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using Lemire's FastPFOR library with blocks of size 128.", "Implements block-max WAND / block-max AND for top-k commands.", "Impacts are stored directly, and require a single segment.", "Doc IDs are reordered using recursive graph bisection."], "iresearch-26.03.1": ["Written in C++ to powers SereneDB.", "Index is read from disk via mmap.", "Doc-at-a-time for blocks, Term-at-a-time in blocks, in other words Block-at-a-time.", "Doc deltas, frequencies and positions deltas are encoded using combination of Lemire's simdcomp (bitpacking), streamvbyte (varbyte), bitset library with blocks of size 128.", "Has skiplist, every 32 blocks", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "There's alternative technics for impacts that also can be used, like precise `(term_freq, norm)` for bm25, it doesn't depend on avg_dl, because create virtual pair that worse than actual", "Implements block Maxscore for OR and block WAND term for top-k commands.", "Impacts are stored directly, and require a single segment.", "Disjunctions and some conjunctions count matching doc IDs using bit sets over windows of 4,096 docs."]}, "results": {"TOP_10": {"tantivy-0.25": [{"query": "the", "tags": ["term"], "count": 1, "duration": [666, 675, 682, 685, 686, 687, 695, 703, 731, 750]}, {"query": "+griffith +observatory", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [76, 76, 76, 76, 76, 76, 77, 77, 77, 78]}, {"query": "\"griffith observatory\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [85, 85, 85, 85, 85, 85, 86, 86, 86, 89]}, {"query": "griffith observatory", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [92, 92, 92, 92, 93, 93, 93, 94, 94, 96]}, {"query": "+bowel +obstruction", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [35, 35, 35, 35, 35, 36, 36, 36, 36, 46]}, {"query": "\"bowel obstruction\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [50, 50, 51, 51, 51, 51, 53, 53, 55, 58]}, {"query": "bowel obstruction", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [42, 42, 42, 43, 43, 43, 43, 44, 44, 44]}, {"query": "+vicenza +italy", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [74, 74, 75, 75, 75, 75, 76, 76, 76, 80]}, {"query": "\"vicenza italy\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [138, 141, 141, 142, 142, 142, 143, 144, 146, 148]}, {"query": "vicenza italy", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [82, 82, 83, 83, 83, 83, 84, 84, 86, 86]}, {"query": "+digital +scanning", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [99, 99, 99, 99, 100, 100, 100, 101, 101, 101]}, {"query": "\"digital scanning\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [144, 147, 147, 147, 148, 148, 148, 148, 149, 151]}, {"query": "digital scanning", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [114, 114, 115, 115, 115, 115, 115, 115, 116, 117]}, {"query": "+plus +size +clothing", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [365, 365, 366, 366, 367, 368, 368, 368, 369, 371]}, {"query": "\"plus size clothing\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [398, 399, 401, 401, 402, 402, 402, 402, 403, 404]}, {"query": "plus size clothing", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [815, 815, 815, 816, 817, 817, 818, 818, 820, 825]}, {"query": "+borders +books", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [581, 582, 584, 588, 591, 592, 593, 597, 598, 599]}, {"query": "\"borders books\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [675, 680, 681, 681, 682, 683, 684, 684, 685, 685]}, {"query": "borders books", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [600, 602, 603, 604, 604, 606, 606, 606, 607, 609]}, {"query": "+american +funds", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [1171, 1176, 1184, 1188, 1203, 1208, 1209, 1219, 1220, 1223]}, {"query": "\"american funds\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [1866, 1866, 1868, 1868, 1874, 1876, 1878, 1878, 1892, 1895]}, {"query": "american funds", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [1092, 1093, 1098, 1099, 1100, 1102, 1106, 1106, 1108, 1129]}, {"query": "+scottsdale +az", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [32, 32, 33, 33, 33, 33, 33, 34, 35, 44]}, {"query": "\"scottsdale az\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [38, 38, 38, 38, 39, 39, 39, 40, 40, 41]}, {"query": "scottsdale az", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [42, 42, 42, 42, 43, 43, 44, 44, 44, 47]}, {"query": "+wisconsin +attorney +general", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [443, 445, 445, 446, 447, 447, 449, 450, 451, 452]}, {"query": "\"wisconsin attorney general\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [480, 481, 482, 482, 485, 485, 486, 487, 488, 492]}, {"query": "wisconsin attorney general", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [576, 576, 579, 580, 580, 581, 582, 582, 588, 589]}, {"query": "+the +english +restoration", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [1563, 1582, 1588, 1590, 1590, 1595, 1595, 1597, 1598, 1604]}, {"query": "\"the english restoration\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [1863, 1877, 1885, 1900, 1908, 1909, 1915, 1916, 1939, 1959]}, {"query": "the english restoration", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [1668, 1676, 1682, 1682, 1684, 1688, 1693, 1705, 1706, 1720]}, {"query": "+freelance +work", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [319, 321, 322, 322, 324, 324, 325, 325, 326, 328]}, {"query": "\"freelance work\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [619, 621, 622, 623, 629, 630, 630, 631, 634, 635]}, {"query": "freelance work", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [339, 339, 342, 343, 345, 346, 346, 347, 349, 349]}, {"query": "+french +culinary +institute", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [185, 186, 186, 187, 187, 188, 188, 188, 188, 189]}, {"query": "\"french culinary institute\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [233, 234, 235, 236, 237, 238, 238, 239, 242, 242]}, {"query": "french culinary institute", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [326, 328, 329, 329, 329, 330, 331, 333, 333, 334]}, {"query": "+color +combinations", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [180, 180, 180, 180, 180, 180, 181, 181, 181, 182]}, {"query": "\"color combinations\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [242, 243, 244, 244, 245, 245, 246, 246, 246, 249]}, {"query": "color combinations", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [204, 205, 206, 206, 207, 208, 208, 208, 209, 213]}, {"query": "+italian +translation", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [601, 602, 602, 602, 603, 603, 603, 605, 606, 606]}, {"query": "\"italian translation\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [803, 803, 806, 806, 807, 808, 810, 810, 811, 814]}, {"query": "italian translation", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [610, 616, 618, 618, 619, 620, 620, 624, 628, 629]}, {"query": "+milwaukee +newspaper", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [234, 235, 235, 237, 237, 238, 239, 239, 239, 240]}, {"query": "\"milwaukee newspaper\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [277, 277, 278, 278, 279, 279, 281, 281, 281, 282]}, {"query": "milwaukee newspaper", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [250, 252, 255, 256, 256, 256, 256, 257, 261, 263]}, {"query": "+robert +green +ingersoll", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [64, 64, 65, 66, 66, 66, 67, 67, 68, 72]}, {"query": "\"robert green ingersoll\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [73, 73, 73, 74, 74, 75, 75, 76, 76, 76]}, {"query": "robert green ingersoll", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [308, 308, 309, 309, 309, 310, 311, 311, 313, 321]}, {"query": "+omaha +symphony", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [87, 87, 88, 88, 88, 88, 88, 88, 89, 89]}, {"query": "\"omaha symphony\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [99, 99, 100, 100, 100, 101, 101, 101, 101, 102]}, {"query": "omaha symphony", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [106, 106, 106, 106, 107, 107, 107, 107, 107, 108]}, {"query": "+body +painting", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [732, 734, 734, 735, 735, 736, 738, 740, 744, 747]}, {"query": "\"body painting\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [981, 982, 984, 986, 987, 987, 990, 994, 995, 1002]}, {"query": "body painting", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [747, 752, 754, 757, 757, 757, 758, 760, 763, 763]}, {"query": "+who +dares +wins", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [84, 84, 85, 85, 85, 85, 86, 86, 86, 87]}, {"query": "\"who dares wins\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [107, 109, 109, 111, 112, 112, 113, 113, 114, 114]}, {"query": "who dares wins", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [359, 361, 362, 362, 364, 364, 365, 367, 370, 372]}, {"query": "+west +palm +beach +florida", "tags": ["intersection", "global", "intersection:num_tokens_>3"], "count": 1, "duration": [491, 492, 493, 494, 495, 496, 497, 498, 500, 502]}, {"query": "\"west palm beach florida\"", "tags": ["phrase", "phrase:num_tokens_>3"], "count": 1, "duration": [714, 716, 717, 718, 721, 721, 722, 724, 725, 726]}, {"query": "west palm beach florida", "tags": ["union", "global", "union:num_tokens_>3"], "count": 1, "duration": [688, 692, 693, 694, 697, 698, 699, 700, 704, 705]}, {"query": "+stone +mountain", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [964, 966, 967, 968, 968, 969, 969, 969, 969, 971]}, {"query": "\"stone mountain\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [1332, 1333, 1333, 1333, 1334, 1334, 1336, 1337, 1345, 1347]}, {"query": "stone mountain", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [971, 972, 973, 977, 978, 980, 980, 983, 987, 992]}, {"query": "+san +francisco", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [1028, 1030, 1031, 1031, 1031, 1037, 1038, 1039, 1040, 1043]}, {"query": "\"san francisco\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [3207, 3217, 3217, 3218, 3222, 3223, 3223, 3230, 3248, 3250]}, {"query": "san francisco", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [257, 259, 259, 259, 260, 260, 261, 261, 262, 263]}, {"query": "+ford +modeling +agency", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [173, 174, 174, 175, 176, 176, 176, 176, 177, 178]}, {"query": "\"ford modeling agency\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [193, 194, 195, 196, 196, 197, 197, 197, 199, 199]}, {"query": "ford modeling agency", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [501, 502, 503, 505, 505, 505, 506, 508, 508, 509]}, {"query": "+glass +works", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [800, 803, 804, 804, 805, 806, 807, 807, 808, 814]}, {"query": "\"glass works\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [1184, 1186, 1186, 1189, 1190, 1193, 1194, 1197, 1201, 1204]}, {"query": "glass works", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [790, 793, 794, 794, 794, 796, 800, 802, 814, 818]}, {"query": "+personal +loan", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [636, 637, 638, 639, 639, 640, 640, 643, 643, 645]}, {"query": "\"personal loan\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [884, 887, 889, 889, 891, 892, 893, 895, 897, 899]}, {"query": "personal loan", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [657, 664, 665, 666, 666, 666, 667, 669, 679, 684]}, {"query": "+texas +state +legislature", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [585, 586, 587, 590, 590, 591, 592, 592, 593, 593]}, {"query": "\"texas state legislature\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [719, 724, 725, 725, 726, 727, 728, 730, 730, 731]}, {"query": "texas state legislature", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [729, 731, 732, 735, 745, 745, 752, 757, 761, 761]}, {"query": "+spiritual +warfare", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [243, 243, 244, 244, 244, 244, 244, 245, 247, 249]}, {"query": "\"spiritual warfare\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [284, 286, 287, 287, 287, 287, 288, 288, 289, 290]}, {"query": "spiritual warfare", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [278, 278, 279, 279, 279, 279, 280, 281, 282, 285]}, {"query": "+georgia +public +broadcasting", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [503, 505, 506, 506, 507, 508, 510, 510, 512, 513]}, {"query": "\"georgia public broadcasting\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [559, 559, 561, 564, 564, 565, 566, 568, 568, 569]}, {"query": "georgia public broadcasting", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [662, 664, 665, 667, 669, 669, 671, 674, 676, 678]}, {"query": "+graffiti +art", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [135, 135, 135, 136, 136, 137, 137, 137, 137, 138]}, {"query": "\"graffiti art\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [271, 274, 274, 274, 276, 276, 277, 277, 278, 279]}, {"query": "graffiti art", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [153, 153, 153, 155, 155, 156, 156, 157, 158, 159]}, {"query": "+texas +death +row", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, 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["phrase", "phrase:num_tokens_3"], "count": 969, "duration": [2998, 3000, 3002, 3009, 3015, 3015, 3017, 3023, 3028, 3037]}, {"query": "national book award", "tags": ["union", "global", "union:num_tokens_3"], "count": 8115, "duration": [1920, 1926, 1926, 1927, 1938, 1938, 1938, 1939, 1940, 1952]}, {"query": "+back +surgery", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 8141, "duration": [392, 392, 393, 394, 400, 400, 402, 402, 403, 408]}, {"query": "\"back surgery\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 240, "duration": [734, 735, 735, 736, 736, 738, 741, 742, 744, 746]}, {"query": "back surgery", "tags": ["union", "global", "union:num_tokens_2"], "count": 10196, "duration": [515, 515, 515, 517, 517, 519, 520, 522, 524, 526]}, {"query": "+mid +continent +airport", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 278, "duration": [183, 183, 186, 187, 189, 192, 193, 193, 197, 223]}, {"query": "\"mid continent airport\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 11, "duration": [282, 286, 288, 289, 289, 290, 290, 291, 292, 295]}, {"query": "mid continent airport", "tags": ["union", "global", "union:num_tokens_3"], "count": 38768, "duration": [1061, 1063, 1064, 1065, 1068, 1069, 1071, 1072, 1075, 1077]}, {"query": "+developmental +delays", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 266, "duration": [78, 79, 80, 80, 80, 80, 80, 81, 83, 84]}, {"query": "\"developmental delays\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 135, "duration": [88, 88, 88, 88, 88, 89, 89, 90, 91, 94]}, {"query": "developmental delays", "tags": ["union", "global", "union:num_tokens_2"], "count": 10913, "duration": [184, 186, 187, 187, 188, 188, 189, 191, 191, 193]}, {"query": "+elise +neal", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 22, "duration": [20, 21, 22, 22, 23, 23, 23, 23, 23, 24]}, {"query": "\"elise neal\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 13, "duration": [27, 27, 27, 28, 28, 28, 28, 28, 28, 29]}, {"query": "elise neal", "tags": ["union", "global", "union:num_tokens_2"], "count": 5655, "duration": [113, 114, 114, 115, 116, 116, 116, 116, 116, 120]}, {"query": "+canadian +real +estate", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1329, "duration": [538, 539, 543, 545, 545, 546, 550, 555, 559, 565]}, {"query": "\"canadian real estate\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 42, "duration": [758, 762, 763, 767, 767, 769, 770, 773, 774, 774]}, {"query": "canadian real estate", "tags": ["union", "global", "union:num_tokens_3"], "count": 19581, "duration": [1058, 1059, 1061, 1063, 1064, 1064, 1066, 1070, 1070, 1073]}, {"query": "+barrett +jackson", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 240, "duration": [54, 56, 56, 56, 56, 57, 59, 59, 61, 64]}, {"query": "\"barrett jackson\"", "tags": ["phrase", 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"toxic encephalopathy", "tags": ["union", "global", "union:num_tokens_2"], "count": 8008, "duration": [105, 106, 106, 106, 106, 106, 106, 106, 108, 109]}, {"query": "+critical +care +nurse", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 444, "duration": [191, 193, 196, 198, 199, 202, 206, 207, 214, 220]}, {"query": "\"critical care nurse\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 13, "duration": [297, 298, 300, 300, 301, 302, 302, 304, 304, 307]}, {"query": "critical care nurse", "tags": ["union", "global", "union:num_tokens_3"], "count": 21628, "duration": [905, 909, 910, 910, 912, 912, 912, 912, 913, 919]}, {"query": "+the +breakfast +club", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1457, "duration": [424, 429, 430, 430, 432, 432, 438, 440, 445, 464]}, {"query": "\"the breakfast club\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 131, "duration": [850, 853, 858, 858, 860, 861, 862, 872, 886, 897]}, 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"duration": [932, 932, 934, 934, 936, 937, 937, 938, 950, 951]}, {"query": "+books +on +cd", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 2130, "duration": [801, 811, 811, 816, 819, 824, 825, 826, 827, 830]}, {"query": "\"books on cd\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 14, "duration": [1030, 1040, 1041, 1042, 1046, 1046, 1050, 1050, 1056, 1059]}, {"query": "books on cd", "tags": ["union", "global", "union:num_tokens_3"], "count": 7970, "duration": [992, 996, 998, 1000, 1002, 1006, 1007, 1007, 1010, 1019]}, {"query": "+carolyn +jones", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 248, "duration": [49, 51, 51, 51, 52, 52, 52, 52, 53, 56]}, {"query": "\"carolyn jones\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 68, "duration": [89, 89, 89, 90, 90, 91, 91, 91, 92, 93]}, {"query": "carolyn jones", "tags": ["union", "global", "union:num_tokens_2"], "count": 9379, "duration": [178, 178, 178, 179, 179, 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"+mental health resources", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 26726, "duration": [14, 14, 15, 15, 15, 15, 16, 16, 17, 20]}, {"query": "public +records request", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 155290, "duration": [9, 10, 10, 10, 10, 10, 10, 10, 10, 11]}, {"query": "+water quality report", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 198113, "duration": [27, 45, 47, 48, 48, 49, 50, 51, 51, 57]}, {"query": "digital +marketing strategy", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 28194, "duration": [10, 10, 10, 11, 11, 11, 11, 12, 12, 12]}, {"query": "+housing market trends", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 79606, "duration": [18, 18, 18, 19, 19, 19, 19, 19, 21, 27]}, {"query": "airport +security rules", "tags": ["intersection_union", "global", 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"tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 44752, "duration": [11, 11, 11, 11, 12, 12, 12, 12, 12, 13]}, {"query": "solar +panel rebates", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 26679, "duration": [9, 9, 9, 9, 9, 9, 9, 9, 9, 10]}, {"query": "+disaster relief funds", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 21881, "duration": [10, 10, 10, 10, 11, 11, 11, 11, 12, 14]}, {"query": "college +admissions criteria", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 4814, "duration": [9, 9, 9, 9, 9, 9, 10, 10, 10, 10]}, {"query": "+insurance claim process", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 24294, "duration": [11, 11, 11, 11, 11, 12, 12, 12, 13, 14]}, {"query": "home +insurance quotes", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 24294, "duration": [9, 9, 9, 10, 10, 10, 10, 10, 11, 11]}, {"query": "+credit card rewards", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 33189, "duration": [10, 10, 10, 11, 11, 11, 11, 11, 12, 12]}, {"query": "small +business grants", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 181181, "duration": [9, 9, 9, 9, 9, 10, 10, 10, 10, 11]}, {"query": "+data center cooling", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 78602, "duration": [9, 10, 10, 10, 10, 10, 10, 10, 10, 10]}, {"query": "search +engine ranking", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 50123, "duration": [9, 9, 9, 9, 9, 9, 10, 10, 10, 14]}, {"query": "+remote learning tools", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 25998, "duration": [9, 9, 10, 10, 10, 10, 10, 11, 11, 11]}, {"query": "traffic +accident reports", "tags": ["intersection_union", "global", "intersection_union:num_tokens_3"], "count": 39229, "duration": [9, 9, 9, 10, 10, 10, 10, 10, 10, 10]}, {"query": "+open source software licenses", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 203747, "duration": [11, 11, 11, 11, 12, 12, 12, 12, 12, 12]}, {"query": "national +park visitor fees", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 186067, "duration": [12, 13, 13, 13, 13, 14, 14, 14, 15, 17]}, {"query": "+health care cost trends", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 113165, "duration": [9, 9, 9, 9, 9, 9, 10, 10, 10, 10]}, {"query": "city +council meeting agenda", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 191566, "duration": [11, 11, 11, 11, 11, 11, 11, 11, 12, 12]}, {"query": "+renewable energy policy goals", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 5071, "duration": [10, 10, 10, 10, 11, 11, 11, 11, 11, 24]}, {"query": "federal +tax filing deadline", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 33514, "duration": [11, 12, 12, 12, 12, 12, 12, 12, 13, 13]}, {"query": "+airport security screening rules", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 55583, "duration": [11, 11, 11, 11, 11, 12, 12, 12, 13, 14]}, {"query": "local +election ballot measures", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 141125, "duration": [12, 13, 13, 13, 13, 13, 13, 13, 14, 14]}, {"query": "+climate change impact report", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 42009, "duration": [11, 11, 12, 12, 12, 12, 12, 12, 12, 12]}, {"query": "customer +service phone number", "tags": ["intersection_union", "global", "intersection_union:num_tokens_>3"], "count": 270381, "duration": [11, 11, 11, 11, 11, 12, 12, 12, 12, 12]}, {"query": "+python -snake -monty", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 2281, "duration": [61, 61, 61, 61, 62, 62, 62, 62, 63, 63]}, {"query": "+python -snake", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 3151, "duration": [40, 40, 40, 40, 40, 40, 41, 41, 42, 42]}, {"query": "+jaguar -car -football", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1672, "duration": [129, 132, 133, 134, 134, 136, 136, 137, 138, 138]}, {"query": "+jaguar -car", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 1791, "duration": [59, 60, 60, 60, 60, 60, 60, 61, 61, 62]}, {"query": "+mercury -planet -element", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 9895, "duration": [147, 148, 148, 148, 148, 149, 149, 150, 150, 151]}, {"query": "+mercury -planet", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 10327, "duration": [100, 103, 103, 103, 103, 104, 104, 106, 115, 116]}, {"query": "+java -coffee -island", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 9756, "duration": [193, 195, 196, 196, 196, 196, 200, 201, 202, 208]}, {"query": "+java -coffee", "tags": ["negated", "global", "negated:num_tokens_2"], "count": 11530, "duration": [95, 97, 97, 97, 97, 98, 98, 98, 98, 106]}, {"query": "+saturn -planet -car", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 3045, "duration": [92, 92, 92, 92, 93, 93, 93, 93, 93, 94]}, {"query": "+mustang -car -horse", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1492, "duration": [72, 73, 73, 73, 74, 75, 75, 75, 75, 77]}, {"query": "+amazon -river -rainforest", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 7740, "duration": [180, 181, 181, 181, 182, 182, 182, 183, 185, 186]}, {"query": "+apple -fruit -tree", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 12832, "duration": [208, 208, 208, 209, 209, 210, 210, 210, 213, 214]}, {"query": "+delta -airlines -river", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 11876, "duration": [289, 290, 291, 292, 293, 293, 294, 294, 297, 298]}, {"query": "+jordan -country -basketball", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 16503, "duration": [330, 330, 331, 331, 332, 339, 340, 340, 349, 350]}, {"query": "+orion -constellation -spacecraft", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 2357, "duration": [50, 50, 50, 50, 50, 51, 51, 51, 51, 54]}, {"query": "+bass -fish -guitar", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 17780, "duration": [522, 524, 524, 525, 526, 526, 527, 528, 528, 531]}, {"query": "+eclipse -lunar -solar", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 3733, "duration": [86, 87, 87, 87, 87, 87, 87, 87, 87, 89]}, {"query": "+springfield -illinois -missouri", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 6315, "duration": [131, 132, 132, 132, 133, 133, 133, 134, 136, 137]}, {"query": "+puma -cat -shoes", "tags": ["negated", "global", "negated:num_tokens_3"], "count": 1339, "duration": [33, 33, 33, 33, 33, 34, 34, 34, 34, 34]}]}}} \ No newline at end of file +{"details": {"tantivy-0.26": ["Written in Rust.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using FOR-delta and blocks of size 128.", "Single level of skip data inlined into postings, every 128 docs.", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "Implements block-max WAND / block-max AND for top-k commands.", "Disjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.4.0": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 256.", "2 levels of skip data, every 256 and 8,192 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs."], "lucene-10.4.0-bp": ["Written in Java.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc IDs are encoded as bit sets on dense blocks and FOR-delta otherwise, frequencies and position deltas are encoded using PFOR. Block size is 256.", "2 levels of skip data, every 256 and 8,192 docs, inlined in postings.", "Impacts are decomposed into pareto-optimal (freq, norm) pairs, stored within skip data.", "Implements vectorized variants of block-max MAXSCORE and block-max AND for top-k commands.", "Disjunctions and dense conjunctions reorder/count matching doc IDs using bit sets over windows of 4,096 docs.", "Doc IDs are reordered using recursive graph bisection."], "pisa-0.8.2": ["Written in C++.", "Index is read from disk via mmap.", "Doc-at-a-time.", "Doc deltas, frequencies and positions are encoded using Lemire's FastPFOR library with blocks of size 128.", "Implements block-max WAND / block-max AND for top-k commands.", "Impacts are stored directly, and require a single segment.", "Doc IDs are reordered using recursive graph bisection."], "iresearch-26.03.1": ["Written in C++ to power SereneDB.", "Index is read from disk via mmap.", "Doc-at-a-time for blocks, Term-at-a-time in blocks, in other words Block-at-a-time.", "Doc deltas, frequencies and positions deltas are encoded using combination of Lemire's simdcomp (bitpacking), streamvbyte (varbyte), bitset library with blocks of size 128.", "Has skiplist, every 32 blocks", "Impacts are inlined into skip data as an approximation only the optimal `(term_freq, norm)` pair for the block is stored.", "This argmax is computed assuming the current segment statistics. During search, these args are reinjected into the BM25 formula with the global statistics.", "There's alternative technics for impacts that also can be used, like precise `(term_freq, norm)` for bm25, it doesn't depend on avg_dl, because create virtual pair that worse than actual", "Implements block Maxscore for OR and block WAND term for top-k commands.", "Impacts are stored directly, and require a single segment.", "Disjunctions and some conjunctions count matching doc IDs using bit sets over windows of 4,096 docs."]}, "results": {"TOP_10": {"tantivy-0.26": [{"query": "the", "tags": ["term"], "count": 1, "duration": [679, 681, 692, 692, 695, 698, 699, 708, 708, 709]}, {"query": "+griffith +observatory", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [67, 67, 67, 68, 68, 68, 68, 68, 68, 76]}, {"query": "\"griffith observatory\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [76, 77, 77, 77, 77, 78, 78, 78, 79, 82]}, {"query": "griffith observatory", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [106, 106, 107, 107, 107, 108, 109, 109, 109, 110]}, {"query": "+bowel +obstruction", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [31, 31, 31, 31, 32, 32, 32, 32, 33, 33]}, {"query": "\"bowel obstruction\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [47, 47, 48, 48, 48, 48, 49, 49, 49, 50]}, {"query": "bowel obstruction", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [45, 45, 46, 46, 46, 46, 46, 46, 47, 49]}, {"query": "+vicenza +italy", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [70, 70, 70, 70, 71, 72, 73, 74, 77, 92]}, {"query": "\"vicenza italy\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [133, 135, 136, 136, 136, 137, 138, 138, 140, 140]}, {"query": "vicenza italy", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [81, 81, 81, 82, 82, 82, 82, 83, 83, 90]}, {"query": "+digital +scanning", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [68, 69, 70, 70, 70, 71, 71, 71, 72, 72]}, {"query": "\"digital scanning\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [114, 115, 115, 115, 117, 117, 118, 118, 119, 122]}, {"query": "digital scanning", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [109, 109, 110, 110, 111, 111, 111, 112, 113, 115]}, {"query": "+plus +size +clothing", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [289, 289, 290, 292, 293, 293, 294, 295, 296, 297]}, {"query": "\"plus size clothing\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [314, 315, 316, 317, 319, 320, 320, 321, 322, 333]}, {"query": "plus size clothing", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [934, 940, 941, 942, 945, 945, 947, 948, 948, 952]}, {"query": "+borders +books", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [389, 391, 394, 394, 398, 399, 399, 400, 403, 406]}, {"query": "\"borders books\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [504, 505, 506, 507, 507, 507, 508, 510, 514, 522]}, {"query": "borders books", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [606, 607, 612, 614, 616, 619, 619, 622, 625, 640]}, {"query": "+american +funds", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [831, 833, 834, 836, 838, 842, 844, 859, 863, 885]}, {"query": "\"american funds\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [1593, 1598, 1601, 1607, 1609, 1614, 1614, 1615, 1617, 1635]}, {"query": "american funds", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [1030, 1037, 1046, 1052, 1059, 1060, 1061, 1061, 1068, 1098]}, {"query": "+scottsdale +az", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [25, 25, 25, 25, 26, 26, 26, 26, 27, 28]}, {"query": "\"scottsdale az\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [30, 30, 30, 30, 31, 31, 32, 32, 32, 33]}, {"query": "scottsdale az", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [43, 43, 43, 44, 45, 45, 45, 46, 48, 49]}, {"query": "+wisconsin +attorney +general", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [401, 403, 404, 404, 404, 405, 407, 410, 415, 429]}, {"query": "\"wisconsin attorney general\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [437, 440, 440, 443, 443, 444, 445, 448, 448, 460]}, {"query": "wisconsin attorney general", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [677, 685, 687, 689, 690, 691, 694, 699, 699, 701]}, {"query": "+the +english +restoration", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [1024, 1046, 1050, 1087, 1095, 1101, 1104, 1134, 1148, 1352]}, {"query": "\"the english restoration\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [1395, 1395, 1415, 1419, 1425, 1432, 1435, 1533, 1557, 1952]}, {"query": "the english restoration", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [1430, 1445, 1456, 1458, 1465, 1475, 1479, 1484, 1503, 1510]}, {"query": "+freelance +work", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [304, 306, 306, 307, 308, 309, 312, 316, 327, 340]}, {"query": "\"freelance work\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [581, 586, 588, 588, 589, 590, 591, 592, 594, 600]}, {"query": "freelance work", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [321, 323, 325, 325, 325, 327, 327, 328, 329, 333]}, {"query": "+french +culinary +institute", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [136, 137, 139, 140, 142, 142, 143, 147, 151, 185]}, {"query": "\"french culinary institute\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [168, 169, 171, 172, 172, 173, 174, 175, 176, 176]}, {"query": "french culinary institute", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [334, 335, 337, 339, 339, 340, 341, 343, 344, 346]}, {"query": "+color +combinations", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [119, 121, 121, 122, 122, 123, 123, 124, 125, 126]}, {"query": "\"color combinations\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [183, 184, 185, 185, 186, 186, 188, 188, 188, 189]}, {"query": "color combinations", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [196, 199, 200, 200, 201, 201, 202, 202, 203, 204]}, {"query": "+italian +translation", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [428, 432, 435, 435, 438, 439, 441, 442, 443, 451]}, {"query": "\"italian translation\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [649, 650, 651, 653, 653, 653, 655, 657, 661, 661]}, {"query": "italian translation", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [656, 659, 660, 661, 662, 665, 666, 672, 677, 679]}, {"query": "+milwaukee +newspaper", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [143, 143, 144, 145, 146, 148, 148, 149, 149, 149]}, {"query": "\"milwaukee newspaper\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [187, 187, 188, 190, 190, 191, 191, 192, 194, 195]}, {"query": "milwaukee newspaper", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [245, 247, 247, 249, 250, 250, 251, 253, 254, 271]}, {"query": "+robert +green +ingersoll", "tags": ["intersection", "global", "intersection:num_tokens_3"], "count": 1, "duration": [52, 52, 53, 54, 54, 54, 55, 55, 55, 57]}, {"query": "\"robert green ingersoll\"", "tags": ["phrase", "phrase:num_tokens_3"], "count": 1, "duration": [56, 57, 57, 57, 57, 58, 58, 58, 59, 70]}, {"query": "robert green ingersoll", "tags": ["union", "global", "union:num_tokens_3"], "count": 1, "duration": [325, 326, 326, 329, 330, 330, 331, 331, 332, 332]}, {"query": "+omaha +symphony", "tags": ["intersection", "global", "intersection:num_tokens_2"], "count": 1, "duration": [64, 64, 64, 64, 64, 65, 65, 66, 68, 70]}, {"query": "\"omaha symphony\"", "tags": ["phrase", "phrase:num_tokens_2"], "count": 1, "duration": [73, 74, 74, 74, 75, 75, 75, 75, 75, 78]}, {"query": "omaha symphony", "tags": ["union", "global", "union:num_tokens_2"], "count": 1, "duration": [106, 106, 106, 107, 107, 108, 108, 109, 109, 110]}, {"query": "+body +painting", 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1339, "duration": [33, 33, 33, 33, 34, 34, 35, 35, 37, 41]}]}}} \ No newline at end of file