From 473003b4ce389db4e849274c980bb514fb05dc1f Mon Sep 17 00:00:00 2001 From: YaroslavtsevAS Date: Thu, 21 May 2026 22:10:20 +0300 Subject: [PATCH] =?UTF-8?q?[1]=20=D0=9B=D0=B0=D0=B1=D0=BE=D1=80=D0=B0?= =?UTF-8?q?=D1=82=D0=BE=D1=80=D0=BD=D0=B0=D1=8F=20=D1=80=D0=B0=D0=B1=D0=BE?= =?UTF-8?q?=D1=82=D0=B0=20=E2=84=961:?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- YaroslavtsevAS/docs/ReportLab1.docx | Bin 0 -> 168175 bytes .../docs/performance_comparison.png | Bin 0 -> 125888 bytes YaroslavtsevAS/docs/results.csv | 19 + YaroslavtsevAS/lab1.py | 616 ++++++++++++++++++ 4 files changed, 635 insertions(+) create mode 100644 YaroslavtsevAS/docs/ReportLab1.docx create mode 100644 YaroslavtsevAS/docs/performance_comparison.png create mode 100644 YaroslavtsevAS/docs/results.csv create mode 100644 YaroslavtsevAS/lab1.py diff --git a/YaroslavtsevAS/docs/ReportLab1.docx b/YaroslavtsevAS/docs/ReportLab1.docx new file mode 100644 index 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current["right"] is None: + current["right"] = new_node + break + current = current["right"] + + else: + current["phone"] = phone + break + + return root + + +def bst_find(root, name): + + current = root + + while current: + if name == current["name"]: + return current["phone"] + + if name < current["name"]: + current = current["left"] + + else: + current = current["right"] + + return None + + +def bst_find_min(node): + current = node + while current["left"]: + current = current["left"] + return current + + +def bst_delete(root, name): + + if root is None: + return None + + if name < root["name"]: + root["left"] = bst_delete( + root["left"], + name + ) + + elif name > root["name"]: + root["right"] = bst_delete( + root["right"], + name + ) + + else: + if root["left"] is None: + return root["right"] + if root["right"] is None: + return root["left"] + min_node = bst_find_min(root["right"]) + + root["name"] = min_node["name"] + root["phone"] = min_node["phone"] + + root["right"] = bst_delete( + root["right"], + min_node["name"] + ) + + return root + + +def bst_list_all(root): + records = [] + stack = [] + current = root + while stack or current: + while current: + stack.append(current) + current = current["left"] + + current = stack.pop() + + records.append( + (current["name"], current["phone"]) + ) + + current = current["right"] + return records + +def copy_linked_list(head): + if not head: + return None + + new_head = { + "name": head["name"], + "phone": head["phone"], + "next": None + } + + current_new = new_head + current_old = head["next"] + + while current_old: + + current_new["next"] = { + "name": current_old["name"], + "phone": current_old["phone"], + "next": None + } + + current_new = current_new["next"] + current_old = current_old["next"] + + return new_head + + +def copy_bst(node): + + if not node: + return None + + return { + "name": node["name"], + "phone": node["phone"], + "left": copy_bst(node["left"]), + "right": copy_bst(node["right"]) + } + + +def generate_test_data(N=10000): + + records = [] + + for i in range(N): + name = f"User_{i:05d}" + phone = f"+7-999-{random.randint(1000000, 9999999)}" + records.append((name, phone)) + records_shuffled = records.copy() + random.shuffle(records_shuffled) + records_sorted = sorted(records) + return records_shuffled, records_sorted + + +def get_test_queries(records): + + existing = random.sample(records, 100) + existing_names = [name for name, _ in existing] + missing_names = [ + f"None_{i:05d}" + for i in range(10) + ] + queries = existing_names + missing_names + random.shuffle(queries) + return queries + + +def get_delete_names(records): + selected = random.sample(records, 50) + return [name for name, _ in selected] + + +def measure_insertion(structure_type, records, repeats=5): + + times = [] + for _ in range(repeats): + if structure_type == "LinkedList": + structure = None + elif structure_type == "HashTable": + structure = ht_create() + + else: + structure = None + start = time.perf_counter() + for name, phone in records: + if structure_type == "LinkedList": + structure = ll_insert( + structure, + name, + phone + ) + + elif structure_type == "HashTable": + ht_insert( + structure, + name, + phone + ) + + else: + structure = bst_insert( + structure, + name, + phone + ) + end = time.perf_counter() + times.append(end - start) + return times + + + +def measure_search( + structure_type, + structure, + queries, + repeats=5 +): + + times = [] + + for _ in range(repeats): + start = time.perf_counter() + for name in queries: + if structure_type == "LinkedList": + ll_find(structure, name) + elif structure_type == "HashTable": + ht_find(structure, name) + + else: + + bst_find(structure, name) + end = time.perf_counter() + times.append(end - start) + return times + + +def measure_deletion( + structure_type, + structure, + delete_names, + repeats=5 +): + + times = [] + + for _ in range(repeats): + if structure_type == "LinkedList": + temp = copy_linked_list(structure) + elif structure_type == "HashTable": + temp = structure.copy() + for i in range(len(temp)): + if temp[i]: + temp[i] = copy_linked_list(temp[i]) + + else: + temp = copy_bst(structure) + start = time.perf_counter() + for name in delete_names: + if structure_type == "LinkedList": + temp = ll_delete(temp, name) + elif structure_type == "HashTable": + ht_delete(temp, name) + else: + temp = bst_delete(temp, name) + end = time.perf_counter() + times.append(end - start) + return times + +def build_structure(structure_type, records): + if structure_type == "LinkedList": + structure = None + for name, phone in records: + structure = ll_insert( + structure, + name, + phone + ) + + elif structure_type == "HashTable": + structure = ht_create() + for name, phone in records: + ht_insert( + structure, + name, + phone + ) + + else: + structure = None + for name, phone in records: + structure = bst_insert( + structure, + name, + phone + ) + return structure + + +def run_experiment(N=10000): + records_shuffled, records_sorted = generate_test_data(N) + queries = get_test_queries(records_shuffled) + delete_names = get_delete_names(records_shuffled) + structures = [ + "LinkedList", + "HashTable", + "BST" + ] + modes = [ + ("random", records_shuffled), + ("sorted", records_sorted) + ] + results = [] + for structure in structures: + for mode_name, records in modes: + insert_times = measure_insertion( + structure, + records + ) + final_structure = build_structure( + structure, + records + ) + search_times = measure_search( + structure, + final_structure, + queries + ) + delete_times = measure_deletion( + structure, + final_structure, + delete_names + ) + results.append({ + "Structure": structure, + "Mode": mode_name, + "Insert": insert_times, + "Search": search_times, + "Delete": delete_times, + "AvgInsert": + sum(insert_times) / len(insert_times), + "AvgSearch": + sum(search_times) / len(search_times), + "AvgDelete": + sum(delete_times) / len(delete_times) + }) + + return results + +def save_to_csv(results): + os.makedirs("docs", exist_ok=True) + with open( + "docs/results.csv", + "w", + newline="", + encoding="utf-8" + ) as file: + writer = csv.writer(file) + writer.writerow([ + "Structure", + "Mode", + "Operation", + "Run1", + "Run2", + "Run3", + "Run4", + "Run5", + "Average" + ]) + + for result in results: + writer.writerow([ + result["Structure"], + result["Mode"], + "Insert", + *[f"{x:.6f}" for x in result["Insert"]], + f"{result['AvgInsert']:.6f}" + ]) + writer.writerow([ + result["Structure"], + result["Mode"], + "Search", + *[f"{x:.6f}" for x in result["Search"]], + f"{result['AvgSearch']:.6f}" + ]) + writer.writerow([ + result["Structure"], + result["Mode"], + "Delete", + *[f"{x:.6f}" for x in result["Delete"]], + f"{result['AvgDelete']:.6f}" + ]) + + +def plot_results(results): + structures = [ + "LinkedList", + "HashTable", + "BST" + ] + operations = [ + "AvgInsert", + "AvgSearch", + "AvgDelete" + ] + titles = [ + "Insert", + "Search", + "Delete" + ] + fig, axes = plt.subplots( + 1, + 3, + figsize=(18, 6) + ) + for ax, operation, title in zip( + axes, + operations, + titles + ): + x = np.arange(len(structures)) + width = 0.35 + random_vals = [] + sorted_vals = [] + for structure in structures: + for result in results: + if ( + result["Structure"] == structure + and result["Mode"] == "random" + ): + random_vals.append( + result[operation] + ) + if ( + result["Structure"] == structure + and result["Mode"] == "sorted" + ): + sorted_vals.append( + result[operation] + ) + + ax.bar( + x - width / 2, + random_vals, + width, + label="Random" + ) + ax.bar( + x + width / 2, + sorted_vals, + width, + label="Sorted" + ) + ax.set_xticks(x) + ax.set_xticklabels(structures) + ax.set_ylabel("Time (sec)") + ax.set_title(title) + ax.legend() + ax.grid(True) + plt.tight_layout() + plt.savefig( + "docs/performance_comparison.png", + dpi=300 + ) + plt.show() + + +if __name__ == "__main__": + print("\nTesting data structures...\n") + results = run_experiment(N=10000) + save_to_csv(results) + plot_results(results) + print("\nResults saved:") + print("docs/results.csv") + print("docs/performance_comparison.png") + print("\nConclusions:\n") + print( + "1. LinkedList is the slowest structure " + "for searching." + ) + + print( + "2. HashTable shows the best " + "search performance." + ) + + print( + "3. BST works well on random data." + ) + + print( + "4. Sorted data causes BST degradation." + ) + + print( + "5. HashTable is best for frequent search." + ) + + print( + "6. BST is useful for ordered data." + ) \ No newline at end of file