Added avl height benchmark

Lab1/benchmark.py

@@ -44,8 +44,7 @@ def plot(program_name, sequences, array_size):
     plt.savefig(f"./benchmarks/{program_name}.png")
 
 if __name__ == "__main__":
-    # program_names = ["insertion", "selection", "heapsort", "mergesort"]
+    program_names = ["insertion", "selection", "heapsort", "mergesort"]
-    program_names = ["heapsort"]
     sequence_types = ["random", "sorted", "reversed", "constant", "v_shaped"]
     array_sizes = [i for i in range(1000, 15001, 1000)]
     tests = 10

Lab1/test_data.txt

@@ -1,6 +0,0 @@
-5
-12
-65
-233
-87
-23

Lab2/.gitignore

@@ -1,3 +1,3 @@
 benchmark
-results.csv
+*.csv
 charts/

Lab2/avl.csv

@@ -0,0 +1,26 @@
+Structure,Height
+2000,10
+4000,11
+6000,12
+8000,12
+10000,13
+12000,13
+14000,13
+16000,13
+18000,14
+20000,14
+22000,14
+24000,14
+26000,14
+28000,14
+30000,14
+32000,14
+34000,15
+36000,15
+38000,15
+40000,15
+42000,15
+44000,15
+46000,15
+48000,15
+50000,15

Lab2/avl/avl.cpp

@@ -0,0 +1,86 @@
+#include "avl.h"
+#include "algorithm"
+
+int getHeight(AVL_tree *root) {
+  if (!root)
+    return 0;
+  return root->height;
+}
+
+AVL_tree *rightRotate(AVL_tree *y) {
+  AVL_tree *x = y->left;
+  AVL_tree *T2 = x->right;
+
+  x->right = y;
+  y->left = T2;
+
+  y->height = 1 + std::max(getHeight(y->left), getHeight(y->right));
+  x->height = 1 + std::max(getHeight(x->left), getHeight(x->right));
+
+  return x;
+}
+
+AVL_tree *leftRotate(AVL_tree *x) {
+  AVL_tree *y = x->right;
+  AVL_tree *T2 = y->left;
+
+  y->left = x;
+  x->right = T2;
+
+  x->height = 1 + std::max(getHeight(x->left), getHeight(x->right));
+  y->height = 1 + std::max(getHeight(y->left), getHeight(y->right));
+
+  return y;
+}
+
+int getBalance(AVL_tree *root) {
+  if (!root)
+    return 0;
+  return getHeight(root->left) - getHeight(root->right);
+}
+
+AVL_tree *insertAVL(AVL_tree *root, int value) {
+  if (root == nullptr) {
+    return new AVL_tree{value, nullptr, nullptr, 1};
+  }
+
+  if (value < root->info) {
+    root->left = insertAVL(root->left, value);
+  } else if (value > root->info) {
+    root->right = insertAVL(root->right, value);
+  } else {
+    return root;
+  }
+
+  root->height = 1 + std::max(getHeight(root->left), getHeight(root->right));
+
+  int balance = getBalance(root);
+
+  if (balance > 1 && value < root->left->info) {
+    return rightRotate(root);
+  }
+
+  if (balance < -1 && value > root->right->info) {
+    return leftRotate(root);
+  }
+
+  if (balance > 1 && value > root->left->info) {
+    root->left = leftRotate(root->left);
+    return rightRotate(root);
+  }
+
+  if (balance < -1 && value < root->right->info) {
+    root->right = rightRotate(root->right);
+    return leftRotate(root);
+  }
+
+  return root;
+}
+
+void deleteAVL(AVL_tree *root){
+    if (root != nullptr) {
+      deleteAVL(root->left);
+      deleteAVL(root->right);
+      delete root;
+    }
+}

Lab2/avl/avl.h

@@ -0,0 +1,13 @@
+struct AVL_tree {
+  int info;
+  AVL_tree *left;
+  AVL_tree *right;
+  int height;
+};
+
+int getHeight(AVL_tree *root);
+AVL_tree *insertAVL(AVL_tree *root, int value);
+AVL_tree *rotateLeft(AVL_tree *root);
+AVL_tree *rotateRight(AVL_tree *root);
+AVL_tree *searchAVL(AVL_tree *root, int value);
+void deleteAVL(AVL_tree *root);

Lab2/benchmark.cpp

@@ -1,97 +1,123 @@
+#include "avl/avl.h"
 #include "bst/bst.h"
 #include "list/list.h"
 
+#include <chrono>
 #include <cstdio>
 #include <iostream>
-#include <set>
+#include <ostream>
 #include <random>
-#include <chrono>
+#include <set>
 
-void measureList(std::set<int> *sequence, FILE *file){
+void measureList(std::set<int> *sequence, FILE *file) {
-    float buildTime = 0, searchTime = 0, deleteTime = 0;
+  float buildTime = 0, searchTime = 0, deleteTime = 0;
 
-    for (int i = 0; i < 10; i++) {
+  for (int i = 0; i < 10; i++) {
-        std::cout << "- Running list " << i + 1 << "/10\r";
+    std::cout << "- Running list " << i + 1 << "/10\r";
-        fflush(stdout);
+    fflush(stdout);
 
-        // Measure build time
+    // Measure build time
-        auto start = std::chrono::high_resolution_clock::now();
+    auto start = std::chrono::high_resolution_clock::now();
-        List *head = nullptr;
+    List *head = nullptr;
-        for (int value : *sequence) {
+    for (int value : *sequence) {
-            head = insert(head, value);
+      head = insert(head, value);
-        }
-        auto end = std::chrono::high_resolution_clock::now();
-        std::chrono::duration<double> elapsed_seconds = end - start;
-        buildTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
-
-        // Now we run the search
-        start = std::chrono::high_resolution_clock::now();
-        for (int value : *sequence) {
-            search(head, value);
-        }
-        end = std::chrono::high_resolution_clock::now();
-        elapsed_seconds = end - start;
-        searchTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
-
-        // Measure deletion time for list
-        start = std::chrono::high_resolution_clock::now();
-        while(head != nullptr){
-            head = remove(head);
-        }
-        end = std::chrono::high_resolution_clock::now();
-        elapsed_seconds = end - start;
-        deleteTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
     }
+    auto end = std::chrono::high_resolution_clock::now();
+    std::chrono::duration<double> elapsed_seconds = end - start;
+    buildTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
 
-    buildTime /= 10;
+    // Now we run the search
-    searchTime /= 10;
+    start = std::chrono::high_resolution_clock::now();
-    deleteTime /= 10;
+    for (int value : *sequence) {
+      search(head, value);
+    }
+    end = std::chrono::high_resolution_clock::now();
+    elapsed_seconds = end - start;
+    searchTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
 
-    std::cout << "- List built in " << buildTime << "ms | searched in " << searchTime << "ms | deleted in " << deleteTime << "ms" << std::endl;
+    // Measure deletion time for list
-    fprintf(file, "List,%f,%f,%f\n", buildTime, searchTime, deleteTime);
+    start = std::chrono::high_resolution_clock::now();
+    while (head != nullptr) {
+      head = remove(head);
+    }
+    end = std::chrono::high_resolution_clock::now();
+    elapsed_seconds = end - start;
+    deleteTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
+  }
+
+  buildTime /= 10;
+  searchTime /= 10;
+  deleteTime /= 10;
+
+  std::cout << "- List built in " << buildTime << "ms | searched in "
+            << searchTime << "ms | deleted in " << deleteTime << "ms"
+            << std::endl;
+  fprintf(file, "List,%f,%f,%f\n", buildTime, searchTime, deleteTime);
 }
 
-void measureBST(std::set<int> *sequence, FILE *file){
+void measureBST(std::set<int> *sequence, FILE *file) {
-    float buildTime = 0, searchTime = 0, deleteTime = 0;
+  float buildTime = 0, searchTime = 0, deleteTime = 0;
 
-    for (int i = 0; i < 10; i++) {
+  for (int i = 0; i < 10; i++) {
-      std::cout << "- Running bst " << i + 1 << "/10\r";
+    std::cout << "- Running bst " << i + 1 << "/10\r";
-      fflush(stdout);
+    fflush(stdout);
 
-      // Measure build time
+    // Measure build time
-      auto start = std::chrono::high_resolution_clock::now();
+    auto start = std::chrono::high_resolution_clock::now();
-      Tree *root = nullptr;
+    Tree *root = nullptr;
-      for (int value : *sequence) {
+    for (int value : *sequence) {
-        root = insert(root, value);
+      root = insert(root, value);
-      }
-      root = balance(root);
-      auto end = std::chrono::high_resolution_clock::now();
-      std::chrono::duration<double> elapsed_seconds = end - start;
-      buildTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
-
-      // Now we run the search
-      start = std::chrono::high_resolution_clock::now();
-      for (int value : *sequence) {
-        search(root, value);
-      }
-      end = std::chrono::high_resolution_clock::now();
-      elapsed_seconds = end - start;
-      searchTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
-
-      // Measure deletion time for tree
-      start = std::chrono::high_resolution_clock::now();
-      deleteTree(root);
-      end = std::chrono::high_resolution_clock::now();
-      elapsed_seconds = end - start;
-      deleteTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
     }
+    root = balance(root);
+    auto end = std::chrono::high_resolution_clock::now();
+    std::chrono::duration<double> elapsed_seconds = end - start;
+    buildTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
 
-    buildTime /= 10;
+    // Now we run the search
-    searchTime /= 10;
+    start = std::chrono::high_resolution_clock::now();
-    deleteTime /= 10;
+    for (int value : *sequence) {
+      search(root, value);
+    }
+    end = std::chrono::high_resolution_clock::now();
+    elapsed_seconds = end - start;
+    searchTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
 
-    std::cout << "- Tree built in " << buildTime << "ms | searched in " << searchTime << "ms | deleted in " << deleteTime << "ms" << std::endl;
+    // Measure deletion time for tree
-    fprintf(file, "BST,%f,%f,%f\n", buildTime, searchTime, deleteTime);
+    start = std::chrono::high_resolution_clock::now();
+    deleteTree(root);
+    end = std::chrono::high_resolution_clock::now();
+    elapsed_seconds = end - start;
+    deleteTime += elapsed_seconds.count() * 1000; // Convert to milliseconds
+  }
+
+  buildTime /= 10;
+  searchTime /= 10;
+  deleteTime /= 10;
+
+  std::cout << "- Tree built in " << buildTime << "ms | searched in "
+            << searchTime << "ms | deleted in " << deleteTime << "ms"
+            << std::endl;
+  fprintf(file, "BST,%f,%f,%f\n", buildTime, searchTime, deleteTime);
+}
+
+void benchmarkAVL(std::set<int> *sequence, FILE *file) {
+  Tree *bst = nullptr;
+  for (int value : *sequence) {
+    bst = insert(bst, value);
+  }
+
+  int heightBST = getHeight(bst, 0);
+  deleteTree(bst);
+
+  AVL_tree *avl = nullptr;
+  for (int value : *sequence) {
+    avl = insertAVL(avl, value);
+  }
+
+  int heightAVL = getHeight(avl);
+  deleteAVL(avl);
+
+  fprintf(file, "%d,%d\n", heightBST, heightAVL);
 }
 
 int main() {
@@ -100,9 +126,25 @@ int main() {
   std::mt19937 gen(rd());
   std::uniform_int_distribution<> dis(1, 1000000);
 
-  // Open a file for writing results
+  int mode = 1;
-  FILE *file = fopen("results.csv", "w");
+  std::cout << "Select benchmark to run:\n 1 - Benchmark List vs BST\n 2 - "
-  fprintf(file, "Elements,Structure,BuildTime,SearchTime,DeleteTime\n");
+               "Benchmark BST vs AVL"
+            << std::endl;
+  std::cin >> mode;
+
+  if (mode < 1 && mode > 2) {
+    mode = 1;
+  }
+
+  FILE *file;
+  if (mode == 1) {
+    // Open a file for writing results
+    file = fopen("results.csv", "w");
+    fprintf(file, "Structure,BuildTime,SearchTime,DeleteTime\n");
+  } else {
+    file = fopen("avl.csv", "w");
+    std::fprintf(file, "Structure,Height\n");
+  }
 
   for (int n = 1; n < 26; n++) {
     std::set<int> sequence;
@@ -113,12 +155,14 @@ int main() {
     // Display this like a cascade
     std::cout << "Running tests for " << n * 1000 << " elements..."
               << std::endl;
-
+    if (mode == 1) {
-    measureList(&sequence, file);
+      measureList(&sequence, file);
-    measureBST(&sequence, file);
+      measureBST(&sequence, file);
+    } else {
+      benchmarkAVL(&sequence, file);
+    }
   }
 
   fclose(file);
-
   return 0;
 }

Lab2/bst/bst.cpp

@@ -58,3 +58,11 @@ void deleteTree(Tree *root) {
     delete root;
   }
 }
+
+int getHeight(Tree *root, int height) {
+  if (root == nullptr) return height;
+  height += 1;
+  int leftHeight = getHeight(root->left, height);
+  int rightHeight = getHeight(root->right, height);
+  return std::max(leftHeight, rightHeight) + 1;
+}

Lab2/bst/bst.h

@@ -12,3 +12,4 @@ void traverseInOrder(Tree *root,std::vector<int> &vec);
 Tree *rebuild(std::vector<int> *vec, int start, int end);
 Tree *balance(Tree *root);
 void deleteTree(Tree *root);
+int getHeight(Tree *root, int height);

Lab2/plot.py

@@ -1,9 +1,9 @@
 import matplotlib.pyplot as plt
 
-def plot(header:str, first:list[int], second:list[int], log=False):
+def plot(header:str, first:list[int], second:list[int], log=False, labels=("Lista", "Drzewo BST")):
     plt.figure(figsize=(10, 6))
-    plt.plot(range(1000,25001,1000), first, label="Lista")
+    plt.plot(range(1000,25001,1000), first, label=labels[0])
-    plt.plot(range(1000,25001,1000), second, label="Drzewo BST")
+    plt.plot(range(1000,25001,1000), second, label=labels[1])
     plt.xlabel("Rozmiar tablicy")
     plt.ylabel("Czas (ms)")
     if log:
@@ -45,3 +45,14 @@ if __name__ == "__main__":
         plot("Tworzenie", listTimes['build'], bstTimes['build'])
         plot("Wyszukiwanie", listTimes['search'], bstTimes['search'], log=True)
         plot("Usuwanie", listTimes['delete'], bstTimes['delete'])
+
+    with open("avl.csv", "r") as file:
+        data = file.read()
+        lines = data.split('\n')
+        headers = lines[0].split(',')
+        values = [line.split(',') for line in lines[1:-1]]
+
+        bstHeights = [int(x[0]) for x in values]
+        avlHeights = [int(x[1]) for x in values]
+
+        plot("AVl", bstHeights, avlHeights, log=True, labels=("Drzewo BST", "Drzewo AVL"))

Lab2/results.csv

@@ -0,0 +1,51 @@
+Elements,Structure,BuildTime,SearchTime,DeleteTime
+List,0.543320,0.520767,0.010243
+BST,1.544223,0.025997,0.008951
+List,3.479965,3.461854,0.022565
+BST,9.890946,0.142389,0.026754
+List,7.862325,7.733483,0.037077
+BST,20.342850,0.257188,0.048077
+List,14.756193,14.451564,0.044844
+BST,37.088211,0.312305,0.054895
+List,22.063259,21.787954,0.056064
+BST,51.029690,0.396568,0.065577
+List,26.197474,26.072092,0.062295
+BST,73.239220,0.458283,0.074890
+List,39.307865,38.355278,0.069399
+BST,107.733963,0.671136,0.093605
+List,59.704353,59.331749,0.093153
+BST,164.595337,1.058345,0.120158
+List,75.755898,74.383286,0.101044
+BST,209.177338,1.228530,0.138253
+List,94.265694,93.193260,0.122636
+BST,270.258728,1.591327,0.164845
+List,104.814880,101.211784,0.116452
+BST,246.079788,0.931309,0.133289
+List,112.470276,110.182449,0.117044
+BST,276.451080,0.975446,0.137597
+List,126.718018,124.866295,0.121890
+BST,315.444519,1.054176,0.142032
+List,145.154541,141.603271,0.127330
+BST,362.195190,1.103273,0.145592
+List,168.838623,166.042252,0.132073
+BST,402.726440,1.198986,0.153952
+List,193.290436,189.238907,0.140827
+BST,487.910156,1.276635,0.158837
+List,220.266205,214.658295,0.146799
+BST,504.256195,1.505627,0.168319
+List,241.377975,235.950562,0.152117
+BST,580.977173,1.557522,0.173307
+List,266.187561,264.576538,0.177301
+BST,724.846436,2.546352,0.223694
+List,306.509338,306.340973,0.191684
+BST,785.615173,2.440228,0.220973
+List,326.952972,319.279846,0.188148
+BST,793.774536,1.972353,0.209726
+List,347.416840,340.725769,0.190998
+BST,952.154907,2.114705,0.209531
+List,374.497253,370.216095,0.194421
+BST,887.039246,2.150400,0.221431
+List,405.752655,403.273956,0.201055
+BST,1040.535645,2.334295,0.223531
+List,449.462952,439.051361,0.209022
+BST,1124.903564,2.481752,0.235188

flake.nix

@@ -19,6 +19,7 @@
             [
               clang-tools
               cmake
+              libgcc
               codespell
               conan
               cppcheck