2026-rff_mp/novikovsd/hashtab.py
novikovsd 859ee847dd mes func
созданы измерительные функции для каждого типа данных
2026-05-24 13:29:20 +00:00

220 lines
5.6 KiB
Python

import time
import random
import csv
import os
import sys
sys.setrecursionlimit(30000)
def ll_insert(head, name, phone):
curr = head
while curr is not None:
if curr['name'] == name:
curr['phone'] = phone
return head
curr = curr['next']
new_node = {'name': name, 'phone': phone, 'next': head}
return new_node
def ll_find(head, name):
curr = head
while curr is not None:
if curr['name'] == name:
return curr['phone']
curr = curr['next']
return None
def ll_delete(head, name):
if head is None:
return None
if head['name'] == name:
return head['next']
prev = head
curr = head['next']
while curr is not None:
if curr['name'] == name:
prev['next'] = curr['next']
return head
prev = curr
curr = curr['next']
return head
def ll_list_all(head):
entries = []
curr = head
while curr is not None:
entries.append((curr['name'], curr['phone']))
curr = curr['next']
entries.sort(key=lambda x: x[0])
return entries
def _hash(name, bucket_count):
h = 0
for ch in name:
h = (h * 31 + ord(ch)) % bucket_count
return h
def ht_create(bucket_count=2000):
return [None] * bucket_count
def ht_insert(buckets, name, phone):
idx = _hash(name, len(buckets))
buckets[idx] = ll_insert(buckets[idx], name, phone)
def ht_find(buckets, name):
idx = _hash(name, len(buckets))
return ll_find(buckets[idx], name)
def ht_delete(buckets, name):
idx = _hash(name, len(buckets))
buckets[idx] = ll_delete(buckets[idx], name)
def ht_list_all(buckets):
entries = []
for head in buckets:
curr = head
while curr is not None:
entries.append((curr['name'], curr['phone']))
curr = curr['next']
entries.sort(key=lambda x: x[0])
return entries
def bst_insert(root, name, phone):
new_node = {'name': name, 'phone': phone, 'left': None, 'right': None}
if root is None:
return new_node
parent = None
curr = root
while curr is not None:
parent = curr
if name < curr['name']:
curr = curr['left']
elif name > curr['name']:
curr = curr['right']
else:
curr['phone'] = phone
return root
if name < parent['name']:
parent['left'] = new_node
else:
parent['right'] = new_node
return root
def bst_find(root, name):
while root is not None:
if name == root['name']:
return root['phone']
elif name < root['name']:
root = root['left']
else:
root = root['right']
return None
def _bst_min_node(node):
while node and node['left'] is not None:
node = node['left']
return node
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_min_node(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):
def inorder(node, res):
if node is None:
return
inorder(node['left'], res)
res.append((node['name'], node['phone']))
inorder(node['right'], res)
result = []
inorder(root, result)
return result
def generate_test_data(n=10000):
records = [(f"User_{i:05d}", f"+7-999-{i:05d}") for i in range(n)]
records_sorted = records[:]
records_shuffled = records[:]
random.shuffle(records_shuffled)
return records_sorted, records_shuffled
def measure_insert(struct_name, records):
start = time.perf_counter()
if struct_name == "LinkedList":
head = None
for name, phone in records:
head = ll_insert(head, name, phone)
obj = head
elif struct_name == "HashTable":
buckets = ht_create(bucket_count=2000)
for name, phone in records:
ht_insert(buckets, name, phone)
obj = buckets
elif struct_name == "BST":
root = None
for name, phone in records:
root = bst_insert(root, name, phone)
obj = root
else:
raise ValueError(f"Unknown structure: {struct_name}")
elapsed = time.perf_counter() - start
return elapsed, obj
def measure_find(obj, struct_name, existing_names, nonexisting_names):
start = time.perf_counter()
for name in existing_names:
if struct_name == "LinkedList":
ll_find(obj, name)
elif struct_name == "HashTable":
ht_find(obj, name)
else:
bst_find(obj, name)
for name in nonexisting_names:
if struct_name == "LinkedList":
ll_find(obj, name)
elif struct_name == "HashTable":
ht_find(obj, name)
else:
bst_find(obj, name)
return time.perf_counter() - start
def measure_delete(obj, struct_name, names_to_delete):
start = time.perf_counter()
if struct_name == "LinkedList":
for name in names_to_delete:
obj = ll_delete(obj, name)
elif struct_name == "HashTable":
for name in names_to_delete:
ht_delete(obj, name)
else:
for name in names_to_delete:
obj = bst_delete(obj, name)
elapsed = time.perf_counter() - start
return elapsed, obj