From 2e5c3c7a6864e8cee528af53b1d0bb2066b27a4a Mon Sep 17 00:00:00 2001 From: AntonisZks Date: Mon, 23 Dec 2024 21:56:59 +0200 Subject: [PATCH 1/4] Added an option of testing all the queries --- app/main.cpp | 86 ++++++++++++---------- src/VIA/Algorithms/FilteredVamanaIndex.cpp | 1 + src/VIA/Algorithms/GreedySearch.cpp | 2 +- src/VIA/Algorithms/StichedVamanaIndex.cpp | 1 + 4 files changed, 51 insertions(+), 39 deletions(-) diff --git a/app/main.cpp b/app/main.cpp index b904b5f..6aa0542 100644 --- a/app/main.cpp +++ b/app/main.cpp @@ -116,7 +116,7 @@ void Create(std::unordered_map args) { std::string L_small, R_small, R_stiched; bool save = false; - std::vector validArguments = {"-index-type", "-base-file", "-L", "-L-small", "-R", "-R-small", "-R-stiched", "-alpha", "-save"}; + std::vector validArguments = {"-index-type", "-base-file", "-L", "-L-small", "-R", "-R-small", "-R-stiched", "-alpha", "-save", "-random-edges"}; for (auto arg : args) { if (std::find(validArguments.begin(), validArguments.end(), arg.first) == validArguments.end()) { throw std::invalid_argument("Error: Invalid argument: " + arg.first + ". Valid arguments are: -index-type, -base-file, -L, -L-small, -R, -R-small, -R-stiched, -alpha, -save"); @@ -141,6 +141,7 @@ void Create(std::unordered_map args) { } else { R = args["-R"]; } + } else if (indexType == "stiched") { if (args.find("-L-small") == args.end()) { throw std::invalid_argument("Error: Missing required argument: -L-small"); @@ -292,57 +293,66 @@ void TestFilteredOrStiched(std::unordered_map args) { if (!getParameterValue(args, "-query", queryNumber)) return; QueryVectorVector query_vectors = ReadFilteredQueryVectorFile(queryFile); - QueryDataVector xq = query_vectors[std::stoi(queryNumber)]; - if (xq.getQueryType() > 1) { - return; - } - FilteredVamanaIndex> index; index.loadGraph(indexFile); std::vector> groundtruth = readGroundtruthFromFile(groundtruthFile); - std::map>> medoids = index.findFilteredMedoid(std::stoi(L)); std::vector>> start_nodes; for (auto filter : index.getFilters()) { start_nodes.push_back(medoids[filter]); } - std::vector Fx; - if (xq.getQueryType() == 1) { - Fx.push_back(CategoricalAttributeFilter(xq.getV())); - } - - std::vector>> P = index.getNodes(); - std::set> exactNeighbors; + auto processQuery = [&](int queryIdx) { + QueryDataVector xq = query_vectors[queryIdx]; + if (xq.getQueryType() > 1) { + return; + } - for (auto index : groundtruth[std::stoi(queryNumber)]) { - exactNeighbors.insert(P[index].getData()); - if ((int)exactNeighbors.size() >= std::stoi(k)) { - break; + std::vector Fx; + if (xq.getQueryType() == 1) { + Fx.push_back(CategoricalAttributeFilter(xq.getV())); } - } - auto start = std::chrono::high_resolution_clock::now(); - FilteredGreedyResult greedyResult = FilteredGreedySearch(index, start_nodes, xq, std::stoi(k), std::stoi(L), Fx, TEST); - auto end = std::chrono::high_resolution_clock::now(); - std::chrono::duration elapsed = end - start; + std::vector>> P = index.getNodes(); + std::set> exactNeighbors; - std::set> approximateNeighbors = greedyResult.first; - double recall = calculateRecallEvaluation(approximateNeighbors, exactNeighbors); + for (auto idx : groundtruth[queryIdx]) { + exactNeighbors.insert(P[idx].getData()); + if ((int)exactNeighbors.size() >= std::stoi(k)) { + break; + } + } - std::cout << brightMagenta << std::endl << "Results:" << reset << std::endl; - std::cout << reset << "Current Query: " << brightCyan << queryNumber << reset << " | "; - std::cout << reset << "Query Type: "; - if (xq.getQueryType() == 0) std::cout << brightBlack << "Uniltered" << reset << " | "; - else std::cout << brightWhite << "Filtered" << reset << " | "; - std::cout << reset << "Recall: "; - if (recall < 0.2) std::cout << brightRed; - else if (recall < 0.4) std::cout << brightOrange; - else if (recall < 0.6) std::cout << brightYellow; - else if (recall < 0.8) std::cout << brightCyan; - else std::cout << brightGreen; - std::cout << recall*100 << "%" << reset << " | "; - std::cout << "Time: " << cyan << elapsed.count() << " seconds" << std::endl; + auto start = std::chrono::high_resolution_clock::now(); + FilteredGreedyResult greedyResult = FilteredGreedySearch(index, start_nodes, xq, std::stoi(k), std::stoi(L), Fx, TEST); + auto end = std::chrono::high_resolution_clock::now(); + std::chrono::duration elapsed = end - start; + + std::set> approximateNeighbors = greedyResult.first; + double recall = calculateRecallEvaluation(approximateNeighbors, exactNeighbors); + + // std::cout << brightMagenta << std::endl << "Results for query " << queryIdx << ":" << reset << std::endl; + std::cout << reset << "Current Query: " << brightCyan << queryIdx << reset << " | "; + std::cout << reset << "Query Type: "; + if (xq.getQueryType() == 0) std::cout << brightBlack << "Unfiltered" << reset << " | "; + else std::cout << brightWhite << "Filtered " << reset << " | "; + std::cout << reset << "Recall: "; + if (recall < 0.2) std::cout << brightRed; + else if (recall < 0.4) std::cout << brightOrange; + else if (recall < 0.6) std::cout << brightYellow; + else if (recall < 0.8) std::cout << brightCyan; + else std::cout << brightGreen; + std::cout << recall*100 << "%" << reset << " | "; + std::cout << "Time: " << cyan << elapsed.count() << " seconds" << std::endl; + }; + + if (queryNumber == "-1") { + for (size_t i = 0; i < query_vectors.size(); ++i) { + processQuery(i); + } + } else { + processQuery(std::stoi(queryNumber)); + } } void Test(std::unordered_map args) { diff --git a/src/VIA/Algorithms/FilteredVamanaIndex.cpp b/src/VIA/Algorithms/FilteredVamanaIndex.cpp index c7ce878..b78078b 100644 --- a/src/VIA/Algorithms/FilteredVamanaIndex.cpp +++ b/src/VIA/Algorithms/FilteredVamanaIndex.cpp @@ -96,6 +96,7 @@ void FilteredVamanaIndex::createGraph( // Initialize G to an empty graph and get the medoid node this->fillGraphNodes(); + this->createRandomEdges(R); // Experimental GraphNode s = this->findMedoid(this->G, 1000); // Let st(f) be the start node for filter label f for every f in F. diff --git a/src/VIA/Algorithms/GreedySearch.cpp b/src/VIA/Algorithms/GreedySearch.cpp index 7aaa57b..29f5359 100644 --- a/src/VIA/Algorithms/GreedySearch.cpp +++ b/src/VIA/Algorithms/GreedySearch.cpp @@ -159,7 +159,7 @@ std::pair, std::set> FilteredGreedySearch( const unsigned int k, const unsigned int L, const std::vector& queryFilters, const EXEC_MODE mode) { float p_star_distance, currentDistance; - + std::set candidates = {}; std::set visited = {}; diff --git a/src/VIA/Algorithms/StichedVamanaIndex.cpp b/src/VIA/Algorithms/StichedVamanaIndex.cpp index f45a0e1..58214e2 100644 --- a/src/VIA/Algorithms/StichedVamanaIndex.cpp +++ b/src/VIA/Algorithms/StichedVamanaIndex.cpp @@ -33,6 +33,7 @@ void StichedVamanaIndex::createGraph( // Initialize G = (V, E) to an empty graph this->G.setNodesCount(n); this->fillGraphNodes(); + this->createRandomEdges(R_stiched); // Experimental // Let Pf proper subset of P be the set of points with label f in F std::map> Pf; From c72e1a70e89cfb591ebec914cdcb3828be9d8410 Mon Sep 17 00:00:00 2001 From: AntonisZks Date: Tue, 24 Dec 2024 20:30:33 +0200 Subject: [PATCH 2/4] Added an extra optional argument of specifing the connection mode of the graph "empty" or "filled" --- app/main.cpp | 20 +++++++++++++++----- include/FilteredVamanaIndex.h | 2 +- include/StichedVamanaIndex.h | 2 +- src/VIA/Algorithms/FilteredVamanaIndex.cpp | 8 ++++++-- src/VIA/Algorithms/StichedVamanaIndex.cpp | 10 +++++++--- 5 files changed, 30 insertions(+), 12 deletions(-) diff --git a/app/main.cpp b/app/main.cpp index 6aa0542..e0e7f69 100644 --- a/app/main.cpp +++ b/app/main.cpp @@ -112,14 +112,15 @@ void Create(std::unordered_map args) { using BaseVectorVector = std::vector>; using BaseVectors = std::vector>; - std::string indexType, baseFile, L, R, alpha, outputFile; + std::string indexType, baseFile, L, R, alpha, outputFile, connectionMode; std::string L_small, R_small, R_stiched; bool save = false; + bool leaveEmpty = false; - std::vector validArguments = {"-index-type", "-base-file", "-L", "-L-small", "-R", "-R-small", "-R-stiched", "-alpha", "-save", "-random-edges"}; + std::vector validArguments = {"-index-type", "-base-file", "-L", "-L-small", "-R", "-R-small", "-R-stiched", "-alpha", "-save", "-random-edges", "-connection-mode"}; for (auto arg : args) { if (std::find(validArguments.begin(), validArguments.end(), arg.first) == validArguments.end()) { - throw std::invalid_argument("Error: Invalid argument: " + arg.first + ". Valid arguments are: -index-type, -base-file, -L, -L-small, -R, -R-small, -R-stiched, -alpha, -save"); + throw std::invalid_argument("Error: Invalid argument: " + arg.first + ". Valid arguments are: -index-type, -base-file, -L, -L-small, -R, -R-small, -R-stiched, -alpha, -save, -connection-mode"); } } @@ -184,6 +185,15 @@ void Create(std::unordered_map args) { save = true; } + if (args.find("-connection-mode") != args.end()) { + connectionMode = args["-connection-mode"]; + if (connectionMode == "empty") { + leaveEmpty = true; + } else if (connectionMode != "filled") { + throw std::invalid_argument("Error: Invalid value for -connection-mode. Valid values are: empty, filled"); + } + } + if (indexType == "simple") { BaseVectors base_vectors = ReadVectorFile(baseFile); if (base_vectors.empty()) { @@ -212,7 +222,7 @@ void Create(std::unordered_map args) { if (indexType == "filtered") { FilteredVamanaIndex> index(filters); - index.createGraph(base_vectors, std::stoi(alpha), std::stoi(L), std::stoi(R)); + index.createGraph(base_vectors, std::stoi(alpha), std::stoi(L), std::stoi(R), true, leaveEmpty); if (save) { index.saveGraph(outputFile); @@ -220,7 +230,7 @@ void Create(std::unordered_map args) { } } else if (indexType == "stiched") { StichedVamanaIndex> index(filters); - index.createGraph(base_vectors, std::stof(alpha), std::stoi(L_small), std::stoi(R_small), std::stoi(R_stiched)); + index.createGraph(base_vectors, std::stof(alpha), std::stoi(L_small), std::stoi(R_small), std::stoi(R_stiched), true, leaveEmpty); if (save) { index.saveGraph(outputFile); diff --git a/include/FilteredVamanaIndex.h b/include/FilteredVamanaIndex.h index 921cd62..3ba3e1c 100644 --- a/include/FilteredVamanaIndex.h +++ b/include/FilteredVamanaIndex.h @@ -60,7 +60,7 @@ template class FilteredVamanaIndex : public VamanaIndex& P, const float& alpha, const unsigned int L, const unsigned int R, bool visualized = true); + void createGraph(const std::vector& P, const float& alpha, const unsigned int L, const unsigned int R, bool visualized = true, bool empty = true); /** * @brief Load a graph from a file. Specifically this method is used to receive the contents of a Vamana Index Graph diff --git a/include/StichedVamanaIndex.h b/include/StichedVamanaIndex.h index 9a497ac..f5935e9 100644 --- a/include/StichedVamanaIndex.h +++ b/include/StichedVamanaIndex.h @@ -31,7 +31,7 @@ template class StichedVamanaIndex : public FilteredVamanaInd * @param R An unsigned int parameter. */ void createGraph(const std::vector& P, const float& alpha, const unsigned int L_small, - const unsigned int R_small, const unsigned int R_stiched, bool visualized = true); + const unsigned int R_small, const unsigned int R_stiched, bool visualized = true, bool empty = true); }; diff --git a/src/VIA/Algorithms/FilteredVamanaIndex.cpp b/src/VIA/Algorithms/FilteredVamanaIndex.cpp index b78078b..c7c3322 100644 --- a/src/VIA/Algorithms/FilteredVamanaIndex.cpp +++ b/src/VIA/Algorithms/FilteredVamanaIndex.cpp @@ -79,7 +79,7 @@ FilteredVamanaIndex::getNodesWithCategoricalValueFilter(const Categori */ template void FilteredVamanaIndex::createGraph( - const std::vector& P, const float& alpha, const unsigned int L, const unsigned int R, bool visualized) { + const std::vector& P, const float& alpha, const unsigned int L, const unsigned int R, bool visualized, bool empty) { using Filter = CategoricalAttributeFilter; using GreedyResult = std::pair, std::set>; @@ -96,7 +96,11 @@ void FilteredVamanaIndex::createGraph( // Initialize G to an empty graph and get the medoid node this->fillGraphNodes(); - this->createRandomEdges(R); // Experimental + + // Fill graph with random edges if required + if (!empty) { + this->createRandomEdges(R); + } GraphNode s = this->findMedoid(this->G, 1000); // Let st(f) be the start node for filter label f for every f in F. diff --git a/src/VIA/Algorithms/StichedVamanaIndex.cpp b/src/VIA/Algorithms/StichedVamanaIndex.cpp index 58214e2..78c1ab3 100644 --- a/src/VIA/Algorithms/StichedVamanaIndex.cpp +++ b/src/VIA/Algorithms/StichedVamanaIndex.cpp @@ -16,8 +16,8 @@ * @param R An unsigned int parameter. */ template -void StichedVamanaIndex::createGraph( - const std::vector& P, const float& alpha, const unsigned int L_small, const unsigned int R_small, const unsigned int R_stiched, bool visualized) { +void StichedVamanaIndex::createGraph(const std::vector& P, const float& alpha, const unsigned int L_small, + const unsigned int R_small, const unsigned int R_stiched, bool visualized, bool empty) { using Filter = CategoricalAttributeFilter; @@ -33,7 +33,11 @@ void StichedVamanaIndex::createGraph( // Initialize G = (V, E) to an empty graph this->G.setNodesCount(n); this->fillGraphNodes(); - this->createRandomEdges(R_stiched); // Experimental + + // Fill graph with random nodes if required + if (!empty) { + this->createRandomEdges(R_stiched); + } // Let Pf proper subset of P be the set of points with label f in F std::map> Pf; From db15b5565815131f9337ce220fd4a6575a6f3cba Mon Sep 17 00:00:00 2001 From: AntonisZks Date: Tue, 24 Dec 2024 21:00:11 +0200 Subject: [PATCH 3/4] added an option of printing only the filtered or unfiltered results --- app/main.cpp | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/app/main.cpp b/app/main.cpp index e0e7f69..c227469 100644 --- a/app/main.cpp +++ b/app/main.cpp @@ -293,7 +293,7 @@ void TestSimple(std::unordered_map args) { void TestFilteredOrStiched(std::unordered_map args) { using QueryVectorVector = std::vector>; - std::string indexFile, k, L, groundtruthFile, queryFile, queryNumber; + std::string indexFile, k, L, groundtruthFile, queryFile, queryNumber, testOn; if (!getParameterValue(args, "-load", indexFile)) return; if (!getParameterValue(args, "-k", k)) return; @@ -301,6 +301,13 @@ void TestFilteredOrStiched(std::unordered_map args) { if (!getParameterValue(args, "-gt-file", groundtruthFile)) return; if (!getParameterValue(args, "-query-file", queryFile)) return; if (!getParameterValue(args, "-query", queryNumber)) return; + if (args.find("-test-on") != args.end()) { + if (queryNumber != "-1") { + std::cerr << "Error: The -test-on argument can only be used when -query is set to -1." << std::endl; + return; + } + testOn = args["-test-on"]; + } QueryVectorVector query_vectors = ReadFilteredQueryVectorFile(queryFile); FilteredVamanaIndex> index; @@ -358,6 +365,8 @@ void TestFilteredOrStiched(std::unordered_map args) { if (queryNumber == "-1") { for (size_t i = 0; i < query_vectors.size(); ++i) { + if (testOn == "filtered" && query_vectors[i].getQueryType() != 1) continue; + if (testOn == "unfiltered" && query_vectors[i].getQueryType() != 0) continue; processQuery(i); } } else { From 3c7d66ca2c005f1e8ccfdde218680f4909f2e41a Mon Sep 17 00:00:00 2001 From: AntonisZks Date: Thu, 26 Dec 2024 17:21:02 +0200 Subject: [PATCH 4/4] Analized the empty and randomly filled stiched index and extract some results --- .gitignore | 1 + Makefile | 12 + analysis/analize_empty_stiched_index.py | 62 + analysis/analize_filled_stiched_index.py | 62 + .../empty_index_filtered_recalls_hist.png | Bin 0 -> 24761 bytes .../empty_index_filtered_recalls_pie.png | Bin 0 -> 42545 bytes .../empty_index_unfiltered_recalls_hist.png | Bin 0 -> 23050 bytes .../empty_index_unfiltered_recalls_pie.png | Bin 0 -> 49152 bytes .../filled_index_filtered_recalls_hist.png | Bin 0 -> 23915 bytes .../filled_index_filtered_recalls_pie.png | Bin 0 -> 40516 bytes .../filled_index_unfiltered_recalls_hist.png | Bin 0 -> 22863 bytes .../filled_index_unfiltered_recalls_pie.png | Bin 0 -> 53792 bytes app/main.cpp | 28 +- .../empty_stiched_index_filtered_recalls.txt | 2496 ++++++++++++++++ ...empty_stiched_index_unfiltered_recalls.txt | 2516 +++++++++++++++++ .../filled_stiched_index_filtered_recalls.txt | 2496 ++++++++++++++++ ...illed_stiched_index_unfiltered_recalls.txt | 2516 +++++++++++++++++ 17 files changed, 10188 insertions(+), 1 deletion(-) create mode 100644 analysis/analize_empty_stiched_index.py create mode 100644 analysis/analize_filled_stiched_index.py create mode 100644 analysis/plots/empty/filtered/empty_index_filtered_recalls_hist.png create mode 100644 analysis/plots/empty/filtered/empty_index_filtered_recalls_pie.png create mode 100644 analysis/plots/empty/unfiltered/empty_index_unfiltered_recalls_hist.png create mode 100644 analysis/plots/empty/unfiltered/empty_index_unfiltered_recalls_pie.png create mode 100644 analysis/plots/filled/filtered/filled_index_filtered_recalls_hist.png create mode 100644 analysis/plots/filled/filtered/filled_index_filtered_recalls_pie.png create mode 100644 analysis/plots/filled/unfiltered/filled_index_unfiltered_recalls_hist.png create mode 100644 analysis/plots/filled/unfiltered/filled_index_unfiltered_recalls_pie.png create mode 100644 results/empty/empty_stiched_index_filtered_recalls.txt create mode 100644 results/empty/empty_stiched_index_unfiltered_recalls.txt create mode 100644 results/filled/filled_stiched_index_filtered_recalls.txt create mode 100644 results/filled/filled_stiched_index_unfiltered_recalls.txt diff --git a/.gitignore b/.gitignore index f13d847..5cf4b4b 100644 --- a/.gitignore +++ b/.gitignore @@ -8,3 +8,4 @@ test.vig data/Dummy/dummy-groundtruth*.bin *.bin .idea +venv diff --git a/Makefile b/Makefile index a55614d..5e287dc 100644 --- a/Makefile +++ b/Makefile @@ -87,6 +87,18 @@ test_filtered_via: test_stiched_via: ./bin/main --test -index-type 'stiched' -load 'stiched_index.bin' -L 150 -k 100 -gt-file 'data/Dummy/dummy-groundtruth.bin' -query-file 'data/Dummy/dummy-queries.bin' -query 1 +test_and_save_stiched_empty_unfiltered_via: + ./bin/main --test -index-type 'stiched' -load 'models/stiched/stiched_index_empty.bin' -L 150 -k 100 -gt-file 'data/Dummy/dummy-groundtruth.bin' -query-file 'data/Dummy/dummy-queries.bin' -query -1 -test-on unfiltered -save-recalls results/empty/empty_stiched_index_unfiltered_recalls.txt + +test_and_save_stiched_empty_filtered_via: + ./bin/main --test -index-type 'stiched' -load 'models/stiched/stiched_index_empty.bin' -L 150 -k 100 -gt-file 'data/Dummy/dummy-groundtruth.bin' -query-file 'data/Dummy/dummy-queries.bin' -query -1 -test-on filtered -save-recalls results/empty/empty_stiched_index_filtered_recalls.txt + +test_and_save_stiched_filled_unfiltered_via: + ./bin/main --test -index-type 'stiched' -load 'models/stiched/stiched_index_filled.bin' -L 150 -k 100 -gt-file 'data/Dummy/dummy-groundtruth.bin' -query-file 'data/Dummy/dummy-queries.bin' -query -1 -test-on unfiltered -save-recalls results/filled/filled_stiched_index_unfiltered_recalls.txt + +test_and_save_stiched_filled_filtered_via: + ./bin/main --test -index-type 'stiched' -load 'models/stiched/stiched_index_filled.bin' -L 150 -k 100 -gt-file 'data/Dummy/dummy-groundtruth.bin' -query-file 'data/Dummy/dummy-queries.bin' -query -1 -test-on filtered -save-recalls results/filled/filled_stiched_index_filtered_recalls.txt + run_tests: ./bin/graph_node_test diff --git a/analysis/analize_empty_stiched_index.py b/analysis/analize_empty_stiched_index.py new file mode 100644 index 0000000..5053001 --- /dev/null +++ b/analysis/analize_empty_stiched_index.py @@ -0,0 +1,62 @@ +import numpy as np +import matplotlib.pyplot as plt + +def read_recalls(file_path): + with open(file_path, "r") as file: + recalls = [float(line.split(":")[1].split("%")[0]) for line in file.readlines()] + return recalls + +def plot_histogram(recalls, title, file_path): + plt.figure(figsize=(10, 7)) + plt.hist(recalls, edgecolor='black', bins=10) + plt.title(title) + plt.xlabel("Recall") + plt.ylabel("Frequency") + plt.tight_layout() + plt.savefig(file_path) + +def plot_pie_chart(recalls, title, file_path): + ranges = ['0 - 10', '10 - 20', '20 - 30', '30 - 40', '40 - 50', '50 - 60', '60 - 70', '70 - 80', '80 - 90', '90 - 100'] + range_counts = [sum(1 for recall in recalls if start <= recall < end) for start, end in zip(range(0, 100, 10), range(10, 110, 10))] + filtered_ranges_counts = [(ranges[i], range_counts[i]) for i in range(len(ranges)) if range_counts[i] > 0] + filtered_ranges, filtered_counts = zip(*filtered_ranges_counts) + colors = plt.cm.RdYlGn(np.linspace(0, 1, len(filtered_ranges))) + + plt.figure(figsize=(10, 7)) + plt.pie(filtered_counts, labels=filtered_ranges, autopct='%1.1f%%', startangle=140, colors=colors) + plt.title(title) + plt.legend(filtered_ranges, title="Recall Ranges", loc="center left", bbox_to_anchor=(1, 0, 0.5, 1)) + plt.tight_layout() + plt.savefig(file_path, bbox_inches='tight') + +def main(): + unfiltered_recalls = read_recalls('results/empty/empty_stiched_index_unfiltered_recalls.txt') + unfiltered_recalls = [recall for recall in unfiltered_recalls if not np.isnan(recall)] + print("Unfiltered Recall mean: ", np.mean(unfiltered_recalls)) + plot_histogram( + unfiltered_recalls, + "Empty Initialized Stiched Index: Unfiltered Recalls", + "analysis/plots/empty/unfiltered/empty_index_unfiltered_recalls_hist.png" + ) + plot_pie_chart( + unfiltered_recalls, + "Empty Initialized Stiched Index: Unfiltered Recalls", + "analysis/plots/empty/unfiltered/empty_index_unfiltered_recalls_pie.png" + ) + + filtered_recalls = read_recalls('results/empty/empty_stiched_index_filtered_recalls.txt') + filtered_recalls = [recall for recall in filtered_recalls if not np.isnan(recall)] + print("Filtered Recall mean: ", np.mean(filtered_recalls)) + plot_histogram( + filtered_recalls, + "Empty Initialized Stiched Index: Filtered Recalls", + "analysis/plots/empty/filtered/empty_index_filtered_recalls_hist.png" + ) + plot_pie_chart( + filtered_recalls, + "Empty Initialized Stiched Index: Filtered Recalls", + "analysis/plots/empty/filtered/empty_index_filtered_recalls_pie.png" + ) + +if __name__ == "__main__": + main() diff --git a/analysis/analize_filled_stiched_index.py b/analysis/analize_filled_stiched_index.py new file mode 100644 index 0000000..2927ae6 --- /dev/null +++ b/analysis/analize_filled_stiched_index.py @@ -0,0 +1,62 @@ +import numpy as np +import matplotlib.pyplot as plt + +def read_recalls(file_path): + with open(file_path, "r") as file: + recalls = [float(line.split(":")[1].split("%")[0]) for line in file.readlines()] + return recalls + +def plot_histogram(recalls, title, file_path): + plt.figure(figsize=(10, 7)) + plt.hist(recalls, edgecolor='black', bins=10) + plt.title(title) + plt.xlabel("Recall") + plt.ylabel("Frequency") + plt.tight_layout() + plt.savefig(file_path) + +def plot_pie_chart(recalls, title, file_path): + ranges = ['0 - 10', '10 - 20', '20 - 30', '30 - 40', '40 - 50', '50 - 60', '60 - 70', '70 - 80', '80 - 90', '90 - 100'] + range_counts = [sum(1 for recall in recalls if start <= recall < end) for start, end in zip(range(0, 100, 10), range(10, 110, 10))] + filtered_ranges_counts = [(ranges[i], range_counts[i]) for i in range(len(ranges)) if range_counts[i] > 0] + filtered_ranges, filtered_counts = zip(*filtered_ranges_counts) + colors = plt.cm.RdYlGn(np.linspace(0, 1, len(filtered_ranges))) + + plt.figure(figsize=(10, 7)) + plt.pie(filtered_counts, labels=filtered_ranges, autopct='%1.1f%%', startangle=140, colors=colors) + plt.title(title) + plt.legend(filtered_ranges, title="Recall Ranges", loc="center left", bbox_to_anchor=(1, 0, 0.5, 1)) + plt.tight_layout() + plt.savefig(file_path, bbox_inches='tight') + +def main(): + unfiltered_recalls = read_recalls('results/filled/filled_stiched_index_unfiltered_recalls.txt') + unfiltered_recalls = [recall for recall in unfiltered_recalls if not np.isnan(recall)] + print("Unfiltered Recall mean: ", np.mean(unfiltered_recalls)) + plot_histogram( + unfiltered_recalls, + "Filled Initialized Stiched Index: Unfiltered Recalls", + "analysis/plots/filled/unfiltered/filled_index_unfiltered_recalls_hist.png" + ) + plot_pie_chart( + unfiltered_recalls, + "Filled Initialized Stiched Index: Unfiltered Recalls", + "analysis/plots/filled/unfiltered/filled_index_unfiltered_recalls_pie.png" + ) + + filtered_recalls = read_recalls('results/filled/filled_stiched_index_filtered_recalls.txt') + filtered_recalls = [recall for recall in filtered_recalls if not np.isnan(recall)] + print("Filtered Recall mean: ", np.mean(filtered_recalls)) + plot_histogram( + filtered_recalls, + "Filled Initialized Stiched Index: Filtered Recalls", + "analysis/plots/filled/filtered/filled_index_filtered_recalls_hist.png" + ) + plot_pie_chart( + filtered_recalls, + "Filled Initialized Stiched Index: Filtered Recalls", + "analysis/plots/filled/filtered/filled_index_filtered_recalls_pie.png" + ) + +if __name__ == "__main__": + main() diff --git a/analysis/plots/empty/filtered/empty_index_filtered_recalls_hist.png b/analysis/plots/empty/filtered/empty_index_filtered_recalls_hist.png new file mode 100644 index 0000000000000000000000000000000000000000..a7ee93438cb46c61e827c2c1a9f52ecd0b07e9fe GIT binary patch literal 24761 zcmeIa2Ut~Ewk>?nqO3Builrbzsi+_VN|2xg6L>&GvJyok=PVf$DxxSVC?KGKBng7# 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std::vector>; - std::string indexFile, k, L, groundtruthFile, queryFile, queryNumber, testOn; + std::string indexFile, k, L, groundtruthFile, queryFile, queryNumber, testOn, saveRecallsFile; if (!getParameterValue(args, "-load", indexFile)) return; if (!getParameterValue(args, "-k", k)) return; @@ -308,6 +309,13 @@ void TestFilteredOrStiched(std::unordered_map args) { } testOn = args["-test-on"]; } + if (args.find("-save-recalls") != args.end()) { + if (queryNumber != "-1") { + std::cerr << "Error: The -save-recalls argument can only be used when -query is set to -1." << std::endl; + return; + } + saveRecallsFile = args["-save-recalls"]; + } QueryVectorVector query_vectors = ReadFilteredQueryVectorFile(queryFile); FilteredVamanaIndex> index; @@ -319,6 +327,15 @@ void TestFilteredOrStiched(std::unordered_map args) { start_nodes.push_back(medoids[filter]); } + std::ofstream recallFile; + if (!saveRecallsFile.empty()) { + recallFile.open(saveRecallsFile); + if (!recallFile.is_open()) { + std::cerr << "Error: Could not open file " << saveRecallsFile << " for writing." << std::endl; + return; + } + } + auto processQuery = [&](int queryIdx) { QueryDataVector xq = query_vectors[queryIdx]; if (xq.getQueryType() > 1) { @@ -361,6 +378,10 @@ void TestFilteredOrStiched(std::unordered_map args) { else std::cout << brightGreen; std::cout << recall*100 << "%" << reset << " | "; std::cout << "Time: " << cyan << elapsed.count() << " seconds" << std::endl; + + if (recallFile.is_open()) { + recallFile << "Query " << queryIdx << ": " << recall * 100 << "%" << std::endl; + } }; if (queryNumber == "-1") { @@ -372,6 +393,11 @@ void TestFilteredOrStiched(std::unordered_map args) { } else { processQuery(std::stoi(queryNumber)); } + + if (recallFile.is_open()) { + recallFile.close(); + std::cout << "Recalls saved to " << saveRecallsFile << std::endl; + } } void Test(std::unordered_map args) { diff --git a/results/empty/empty_stiched_index_filtered_recalls.txt b/results/empty/empty_stiched_index_filtered_recalls.txt new file mode 100644 index 0000000..cf88a1a --- /dev/null +++ b/results/empty/empty_stiched_index_filtered_recalls.txt @@ -0,0 +1,2496 @@ +Query 1: 99% +Query 5: 98% +Query 9: 81% +Query 13: 100% +Query 17: 93% +Query 21: 100% +Query 25: 88% +Query 29: 98% +Query 33: 96% +Query 37: 98% +Query 41: 100% +Query 45: 95% +Query 49: 98.6301% +Query 56: 98% +Query 60: 98% +Query 64: 81% +Query 68: 88% +Query 72: 98% +Query 76: 84% +Query 80: 97% +Query 84: 96% +Query 88: 97% +Query 92: 98% +Query 95: 97% +Query 99: 100% +Query 106: 87% +Query 110: 98% +Query 114: 100% +Query 118: 88% +Query 122: 100% +Query 126: 99% +Query 130: 76% +Query 134: 98% +Query 138: 100% +Query 142: 99% +Query 146: 94% +Query 150: 91% +Query 154: 99% +Query 158: 98% +Query 162: 99% +Query 166: 99% +Query 170: 100% +Query 174: 90% +Query 178: 100% +Query 182: 100% +Query 186: 100% +Query 190: 91% +Query 194: 96% +Query 198: 99% +Query 202: 97% +Query 206: 98% +Query 210: 100% +Query 214: 80% +Query 218: 100% +Query 222: 98% +Query 226: 100% +Query 230: 98% +Query 234: 86% +Query 238: 94% +Query 242: 96% +Query 246: 100% +Query 250: 100% +Query 254: 100% +Query 258: 100% +Query 262: 99% +Query 266: 89% +Query 270: 93% +Query 274: 99% +Query 281: 90% +Query 285: 100% +Query 289: 95% +Query 293: 85% +Query 297: 85% +Query 301: 85% +Query 305: 85% +Query 309: 96% +Query 313: 99% +Query 317: 100% +Query 321: 94% +Query 325: 96% +Query 329: 100% +Query 333: 100% +Query 337: 99% +Query 341: 100% +Query 345: 89% +Query 349: 100% +Query 353: 99% +Query 357: 98% +Query 361: 81% +Query 365: 97% +Query 369: 95% +Query 373: 84% +Query 377: 99% +Query 381: 100% +Query 385: 92% +Query 389: 99% +Query 393: 100% +Query 397: 95% +Query 401: 92% +Query 405: 98% +Query 409: 99% +Query 413: 87% +Query 417: 100% +Query 421: 99% +Query 425: 94% +Query 429: 100% +Query 433: 99% +Query 436: 88% +Query 440: 99% +Query 444: 100% +Query 448: 94% +Query 452: 99% +Query 456: 97% +Query 460: 100% +Query 464: 99% +Query 468: 100% +Query 472: 100% +Query 476: 99% +Query 480: 100% +Query 484: 100% +Query 488: 97% +Query 492: 99% +Query 496: 99% +Query 500: 98% +Query 504: 97% +Query 508: 97% +Query 512: 97% +Query 516: 92% +Query 520: 97% +Query 524: 91% +Query 528: 100% +Query 532: 97% +Query 536: 94% +Query 540: 99% +Query 544: 99% +Query 548: 98% +Query 552: 98% +Query 556: 99% +Query 560: 93% +Query 564: 88% +Query 568: 89% +Query 572: 89% +Query 576: 85% +Query 580: 84% +Query 584: 98% +Query 588: 100% +Query 592: 99% +Query 596: 99% +Query 600: 96% +Query 604: 99% +Query 608: 98% +Query 612: 100% +Query 616: 99% +Query 620: 100% +Query 624: 89% +Query 628: 96% +Query 632: 98% +Query 636: 100% +Query 640: 100% +Query 644: 97% +Query 648: 90% +Query 652: 97% +Query 656: 95% +Query 660: 98% +Query 664: 100% +Query 668: 99% +Query 672: 100% +Query 676: 98% +Query 680: 93% +Query 684: 85% +Query 688: 100% +Query 692: 99% +Query 696: 99% +Query 700: 99% +Query 704: 98% +Query 708: 96% +Query 712: 97% +Query 716: 98% +Query 720: 100% +Query 724: 88% +Query 728: 93% +Query 732: 88% +Query 736: 100% +Query 740: 100% +Query 744: 87% +Query 748: 85% +Query 752: 93% +Query 756: 100% +Query 760: 100% +Query 764: 98% +Query 768: 100% +Query 772: 95% +Query 776: 98% +Query 780: 90% +Query 784: 90.9091% +Query 788: 100% +Query 792: 90% +Query 796: 100% +Query 800: 81% +Query 804: 100% +Query 807: 100% +Query 811: 98% +Query 815: 100% +Query 819: 100% +Query 823: 90% +Query 827: 100% +Query 831: 85% +Query 835: 99% +Query 839: 89% +Query 846: 95% +Query 850: 91% +Query 854: 99% +Query 858: 99% +Query 862: 100% +Query 866: 82% +Query 870: 97% +Query 874: 99% +Query 878: 100% +Query 882: 100% +Query 886: 100% +Query 890: 92% +Query 894: 93% +Query 898: 99% +Query 902: 95% +Query 906: 99% +Query 910: 100% +Query 914: 93% +Query 918: 86% +Query 922: 99% +Query 926: 99% +Query 930: 86% +Query 934: 90% +Query 938: 98% +Query 942: 92% +Query 946: 99% +Query 950: 100% +Query 954: 90% +Query 958: 98% +Query 962: 89% +Query 966: 98% +Query 970: 95% +Query 974: 98% +Query 978: 98% +Query 982: 100% +Query 986: 99% +Query 990: 98% +Query 994: 86% +Query 998: 73% +Query 1002: 98% +Query 1006: 90% +Query 1010: 99% +Query 1014: 88% +Query 1018: 96% +Query 1022: 98% +Query 1026: 93% +Query 1030: 98% +Query 1034: 99% +Query 1038: 90% +Query 1042: 100% +Query 1046: 99% +Query 1050: 100% +Query 1054: 98% +Query 1058: 99% +Query 1062: 93% +Query 1066: 100% +Query 1070: 92% +Query 1074: 100% +Query 1078: 99% +Query 1082: 98% +Query 1086: 99% +Query 1090: 99% +Query 1094: 100% +Query 1098: 98% +Query 1102: 99% +Query 1106: 100% +Query 1110: 95% +Query 1114: 88% +Query 1118: 100% +Query 1122: 85% +Query 1126: 96% +Query 1130: 94% +Query 1134: 97% +Query 1138: 96% +Query 1142: 100% +Query 1146: 97% +Query 1150: 100% +Query 1154: 98% +Query 1158: 92% +Query 1162: 100% +Query 1165: 100% +Query 1169: 96% +Query 1173: 99% +Query 1177: 98% +Query 1181: 99% +Query 1185: 98% +Query 1189: 100% +Query 1193: 99% +Query 1197: 81% +Query 1201: 96% +Query 1205: 100% +Query 1209: 99% +Query 1213: 100% +Query 1217: 99% +Query 1221: 93% +Query 1225: 100% +Query 1229: 98% +Query 1233: 82% +Query 1237: 98% +Query 1241: 98% +Query 1245: 94% +Query 1249: 100% +Query 1253: 94% +Query 1257: 100% +Query 1261: 95% +Query 1265: 99% +Query 1269: 98% +Query 1273: 100% +Query 1277: 99% +Query 1281: 100% +Query 1285: 100% +Query 1289: 98% +Query 1293: 99% +Query 1297: 86% +Query 1301: 100% +Query 1305: 79% +Query 1309: 99% +Query 1313: 99% +Query 1317: 92% +Query 1321: 96% +Query 1325: 100% +Query 1329: 99% +Query 1333: 73% +Query 1337: 100% +Query 1341: 99% +Query 1345: 86% +Query 1349: 86% +Query 1353: 100% +Query 1357: 93% +Query 1361: 99% +Query 1365: 100% +Query 1369: 98% +Query 1373: 82% +Query 1377: 99% +Query 1381: 92% +Query 1385: 100% +Query 1388: 100% +Query 1392: 97% +Query 1396: 98% +Query 1400: 94% +Query 1404: 99% +Query 1408: 100% +Query 1412: 98% +Query 1416: 99% +Query 1420: 99% +Query 1424: 98% +Query 1428: 83% +Query 1432: 100% +Query 1436: 88% +Query 1440: 100% +Query 1444: 100% +Query 1448: 100% +Query 1452: 92% +Query 1456: 82% +Query 1460: 100% +Query 1464: 100% +Query 1468: 98% +Query 1472: 83% +Query 1476: 100% +Query 1480: 100% +Query 1484: 86% +Query 1488: 87% +Query 1492: 91% +Query 1496: 92% +Query 1500: 93% +Query 1504: 93% +Query 1508: 96% +Query 1512: 100% +Query 1516: 97% +Query 1520: 97% +Query 1524: 76% +Query 1528: 99% +Query 1532: 99% +Query 1536: 100% +Query 1540: 100% +Query 1544: 98% +Query 1548: 98% +Query 1552: 96% +Query 1556: 92% +Query 1560: 87% +Query 1564: 100% +Query 1568: 97% +Query 1572: 100% +Query 1576: 100% +Query 1580: 99% +Query 1584: 100% +Query 1588: 98% +Query 1592: 92% +Query 1596: 100% +Query 1599: 100% +Query 1603: 89% +Query 1607: 93% +Query 1611: 82% +Query 1615: 98% +Query 1619: 82% +Query 1623: 89% +Query 1627: 98% +Query 1631: 99% +Query 1635: 98% +Query 1639: 100% 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