head = None

#node1 = {'name' : 'Ivan', 'phone' : '123-456', 'next' : None}
#head = node1

#node2 = {'name' : 'Dima', 'phone' : '789-123', 'next' : None}
#node1['next'] = node2

def ll_insert(head, name, phone):

    curent = head
    while curent is not None:
        if curent['name'] == name:
            curent['phone'] = phone
            return head
        curent = curent['next']


    n_node = {'name' : name, 'phone' : phone, 'next' : None}

    if head is None:
        return n_node

    curent = head
    while curent['next'] is not None:
        curent = curent['next']
    curent['next'] = n_node
    return head



print("====== TESTING ll_insert FUNC ========")
head = ll_insert(head,'Ivan','123-456')

print(head)

head = ll_insert(head, 'Boris', '123-456')

print(head)

head = ll_insert(head, 'Ivan', '321-654')

print(head)

head = ll_insert(head, 'Dima', '345-678')

print(head)

head = ll_insert(head, 'Boris', '111-222')

print(head)

head = ll_insert(head, 'Methody', '221-112')

head = ll_insert(head, 'Kiril', '112-221')

print(f"======= END TEST =======\n\n\n")


def ll_find(head, name):
    curent = head
    while curent is not None:
        if curent['name'] == name:
            return curent['phone']
        curent = curent['next']
    return None

print("====== TESTING ll_find FUNC ======")

print("Ivan`s phone: "+ ll_find(head, 'Ivan'))

print("Dima`s phone: "+ ll_find(head, 'Dima'))

print("Boris phone: "+ ll_find(head, 'Boris'))

print(f"====== END TEST ======\n\n\n")


def ll_delete(head, name):
    if head is None:
        return None

    if head['name'] == name:
        return head['next']

    prev = head
    curent = head['next']
    while curent is not None:
        if curent['name'] == name:
            prev['next'] = curent['next']
            return head
        prev = curent
        curent = curent['next']
    return head


print("====== TEST ll_delete FUNC ======")

print("Del of Dima:", ll_delete(head, 'Dima'))

print("====== END TEST ======")


def ll_list_all(head):
    records = []
    curent = head
    while curent is not None:
        records.append((curent['name'],curent['phone']))
        curent = curent['next']
    records.sort(key=lambda pair: pair[0])
    return records

print(f"\n\n\n\n")

print("====== TESTING ll_list_all FUNC ======")

print(ll_list_all(head))

print("====== END ======")


#============================== HASH FUNCTIONS =========================
SIZE = 5
buckets = [None] * SIZE



def hash_function(name, size):
    return hash(name) % size


def ht_insert(buckets, name, phone):
    index = hash_function(name, len(buckets))
    head = buckets[index]
    new_head = ll_insert(head, name, phone)
    buckets[index] = new_head
    return buckets

print(f"\n\n\n ====== TEST INSERT HASH ======")
print(buckets)
ht_insert(buckets, "Ivan", "123-456")
print(buckets)
ht_insert(buckets, "Dima", "789-123")
print(buckets)
ht_insert(buckets, "Boris", "456-789")
print(buckets)
print("====== END TEST ======\n\n\n")


def ht_find(buckets, name):
    index = hash_function(name, len(buckets))
    head = buckets[index]
    return ll_find(head, name)

print("====== TEST FIND HASH FUN ======")
print("find by name Ivan: ",ht_find(buckets, "Ivan"))
print("find by name Dima: ",ht_find(buckets, "Dima"))
print("find by name Boris: ", ht_find(buckets, "Boris"))
print("====== END TEST ======\n\n\n")

def ht_list_all(buckets):
    all_records = []
    for head in buckets:
        current = head
        while current is not None:
            all_records.append((current['name'], current['phone']))
            current = current['next']
    all_records.sort(key=lambda x: x[0])
    return all_records


print("====== TEST FUNC LIST ALL ======")
print(ht_list_all(buckets))
print("====== END TEST ======\n\n\n")

def ht_delete(buckets, name):
    index = hash_function(name, len(buckets))
    head = buckets[index]
    new_head = ll_delete(head, name)
    buckets[index] = new_head
    return buckets


print("====== GLOBAL TEST FOR HASH BASED FUN ======")
buckets = [None] * 10

ht_insert(buckets, "Ivan", "123-456")
print(buckets)
ht_insert(buckets, "Boris", "789-012")
print(buckets)
ht_insert(buckets, "Anna", "345-678")
print(buckets)
ht_insert(buckets, "Ivan", "111-222")  # update
print(buckets)

print("Find Ivan`s phone: ",ht_find(buckets, "Ivan"))   # 111-222
print("Find Petr`s phone: ",ht_find(buckets, "Petr"))   # None

# Удаляем
print("delite Boris from buckets")
ht_delete(buckets, "Boris")
print("search Boris = ",ht_find(buckets, "Boris"))  # None

# Все записи
print("list all records: ",ht_list_all(buckets))
print("====== END GLOBAL TEST ======\n\n\n")



# ======================== TREE FUNC ====================

def create_node(name,phone):
    return {'name': name, 'phone': phone, 'left': None, 'right': None}

print("====== START TREE FUNC CHAPTER ======\n\n")
print("====== TEST CREATE NODE FUNC ======")
root = create_node('Ivan', '123-456')
print("Create Ivan node: ",root)
print("====== END TEST ====== \n\n\n")

def bst_insert(root, name, phone):
    if root is None:
        return create_node(name, phone)

    if name == root['name']:
        root['phone'] = phone
    elif name < root['name']:
        root['left'] = bst_insert(root['left'], name, phone)
    else:
        root['right'] = bst_insert(root['right'], name , phone)
    return root

print("====== TEST INSERT FUNC ======")
root = bst_insert(root, 'Dima', '456-789')
print("add Dima: ", root)
root = bst_insert(root, 'Boris', '789-123')
print("add Boris: ", root)
root = bst_insert(root, 'Eva', '321-123')
print("add Eva: ", root)
print("====== END TEST =======\n\n\n")


def bst_find(root, name):
    if root is None:
        return None
    if name == root['name']:
        return root['phone']
    elif name<root['name']:
        return bst_find(root['left'], name)
    else:
        return bst_find(root['right'], name)


print("====== START FIND TEST ======")
print("search by Ivan`s phone: ", bst_find(root, 'Ivan'))
print("search by Eva`s phone: ", bst_find(root,'Eva'))
print("====== END TEST ====== \n\n\n")



def find_min(node):
    while 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 = 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):
    result = []
    def inorder(node):
        if node is None:
            return
        inorder(node['left'])
        result.append((node['name'], node['phone']))
        inorder(node['right'])
    inorder(root)
    return result


print("====== GLOBAL TEST TREES ======")
root = None

root = bst_insert(root, "Ivan", "123-456")
print("add Ivan: ", root)
root = bst_insert(root, "Boris", "789-012")
print("add Boris: ", root)
root = bst_insert(root, "Anna", "345-678")
print("add Anna: ", root)
root = bst_insert(root, "Ivan", "111-222")  # обновление
print("update Ivan: ", root)

print("Find Ivan`s phone: ",bst_find(root, "Ivan"))    # 111-222
print("Find Peter`s phone: ",bst_find(root, "Petr"))    # None

root = bst_delete(root, "Boris")
print("Del Boris")
print("Find Boris: ",bst_find(root, "Boris"))   # None

print("Find ALL: ",bst_list_all(root))        # [('Anna','345-678'), ('Ivan','111-222')]


print("====== END TEST ======")


    



# ======================== EXPEREMENT CHAPTER ========================
import random
import time
import csv
import sys
sys.setrecursionlimit(20000)

def generate_records(n, seed=42):
    random.seed(seed)
    records = []
    for i in range(1, n+1):
        name = f"User_{i:05d}"
        phone = f"{random.randint(100,999)}-{random.randint(1000,9999)}"
        records.append((name, phone))
    return records

def prepare_datasets(base_records):
    shuffled = base_records.copy()
    random.shuffle(shuffled)
    sorted_records = sorted(base_records, key=lambda x: x[0])
    return shuffled, sorted_records

def run_experiment(struct_funcs, records, mode_name, repeats=5):
    results = []
    for rep in range(repeats):
        struct = struct_funcs['create']()
        
        # enter all records
        start = time.perf_counter()
        for name, phone in records:
            struct = struct_funcs['insert'](struct, name, phone)
        end = time.perf_counter()
        insert_time = end - start
        
        # search for 110 records (100 real + 10 None)
        existing_names = [name for name, _ in records]
        sample_existing = random.sample(existing_names, 100)
        nonexistent = [f"None_{i}" for i in range(10)]
        search_names = sample_existing + nonexistent
        random.shuffle(search_names)
        
        start = time.perf_counter()
        for name in search_names:
            _ = struct_funcs['find'](struct, name)
        end = time.perf_counter()
        find_time = end - start
        
        # delete 10 random records
        to_delete = random.sample(existing_names, 10)
        start = time.perf_counter()
        for name in to_delete:
            struct = struct_funcs['delete'](struct, name)
        end = time.perf_counter()
        delete_time = end - start
        
        results.append({
            'structure': struct_funcs['name'],
            'mode': mode_name,
            'repetition': rep+1,
            'insert_time': insert_time,
            'find_time': find_time,
            'delete_time': delete_time
        })
    return results

def main():
    N = 1000
    base_records = generate_records(N)
    shuffled, sorted_records = prepare_datasets(base_records)
    
    structures = {
        'LinkedList': {
            'name': 'LinkedList',
            'create': lambda: None,
            'insert': ll_insert,
            'find': ll_find,
            'delete': ll_delete,
            'list_all': ll_list_all
        },
        'HashTable': {
            'name': 'HashTable',
            'create': lambda: [None] * 10,
            'insert': ht_insert,
            'find': ht_find,
            'delete': ht_delete,
            'list_all': ht_list_all
        },
        'BST': {
            'name': 'BST',
            'create': lambda: None,
            'insert': bst_insert,
            'find': bst_find,
            'delete': bst_delete,
            'list_all': bst_list_all
        }
    }
    
    all_results = []
    repeats = 5
    
    for struct_name, funcs in structures.items():
        print(f"Testing {struct_name} on random order...")
        res = run_experiment(funcs, shuffled, 'random', repeats)
        all_results.extend(res)
        
        print(f"Testing {struct_name} in sorted order...")
        res = run_experiment(funcs, sorted_records, 'sorted', repeats)
        all_results.extend(res)
    
    with open('experiment_results.csv', 'w', newline='', encoding='utf-8') as f:
        writer = csv.writer(f)
        writer.writerow(['Structure', 'Mode', 'Repeat', 'Insert (sec)', 'Search (sec)', 'Delete (sec)'])
        for r in all_results:
            writer.writerow([
                r['structure'],
                r['mode'],
                r['repetition'],
                f"{r['insert_time']:.6f}",
                f"{r['find_time']:.6f}",
                f"{r['delete_time']:.6f}"
            ])
    
    print("The experiment is complete. The results are saved in experiment_results.csv.")

if __name__ == '__main__':
    main()