117 lines
2.9 KiB
Python
117 lines
2.9 KiB
Python
import time
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import csv
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import random
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from generator.randomnames import generate_dataset, name_pool
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from structures.LinkedList import ll_insert, ll_find, ll_delete
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from structures.HashTable import ht_insert, ht_find, ht_delete
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from structures.BinaryTree import bst_insert, bst_find, bst_delete
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def build_search_set():
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return random.sample(name_pool, min(100, len(name_pool))) + [
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f"Fake_{i}" for i in range(10)
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]
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def run_once(insert_f, find_f, delete_f, records, search_set, delete_set):
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data = None
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# INSERT
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start = time.perf_counter()
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for name, phone in records:
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data = insert_f(data, name, phone)
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insert_time = time.perf_counter() - start
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# FIND
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start = time.perf_counter()
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for name in search_set:
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find_f(data, name)
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find_time = time.perf_counter() - start
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# DELETE
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start = time.perf_counter()
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for name in delete_set:
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data = delete_f(data, name)
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delete_time = time.perf_counter() - start
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return insert_time, find_time, delete_time
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def run_all():
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results = []
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structures = [
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("LinkedList", ll_insert, ll_find, ll_delete),
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("HashTable", ht_insert, ht_find, ht_delete),
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("BST", bst_insert, bst_find, bst_delete)
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]
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for order_name, sorted_flag in [("shuffled", False), ("sorted", True)]:
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for struct_name, ins, fnd, dlt in structures:
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for run_id in range(5):
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print(f"{struct_name} | {order_name} | run {run_id + 1}")
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records = generate_dataset(10000, sorted_flag=sorted_flag)
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search_set = build_search_set()
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delete_set = random.sample(name_pool, 50)
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insert_t, find_t, delete_t = run_once(
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ins, fnd, dlt,
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records,
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search_set,
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delete_set
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)
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results.append([
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struct_name,
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order_name,
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"insert",
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run_id + 1,
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insert_t
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])
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results.append([
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struct_name,
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order_name,
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"find",
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run_id + 1,
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find_t
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])
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results.append([
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struct_name,
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order_name,
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"delete",
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run_id + 1,
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delete_t
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])
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return results
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def save_csv(results):
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with open("results.csv", "w", newline="") as f:
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writer = csv.writer(f)
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writer.writerow([
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"Structure",
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"Order",
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"Operation",
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"Run",
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"Time"
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])
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writer.writerows(results)
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if __name__ == "__main__":
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results = run_all()
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save_csv(results)
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print("\nDONE -> results.csv created") |