Egy összetett skandináv lottó elemző és generáló program python nyelven

Telepítés:
pip install requests matplotlib
A program fájlokat készít:
skandinav_lotto.csv
statisztika.png
Funkciók:
automatikus óránkénti frissítés,
AI-alapú súlyozás,
több stratégia,
grafikonkészítés,
több szelvény generálása,
utolsó húzás kizárása.

import requests
import csv
import random
import time
from io import StringIO
from collections import Counter
from datetime import datetime

import matplotlib.pyplot as plt

# ============================================
# SKANDINaV LOTTo AI ELEMZo RENDSZER
# ============================================
#
# Funkciok:
#
# 1. Automatikus CSV letöltes
# 2. CSV mentes
# 3. Gyakorisagi elemzes
# 4. Legregebben húzott szamok
# 5. AI-alapú pontozas
# 6. Több strategia
# 7. Több szelveny generalas
# 8. Grafikon keszites
#
# ============================================

URL = "https://www.szerencsejatek.hu/export/skandinav_lotto.csv"

# ============================================
# CSV LETÖLTeS
# ============================================

def download_data():

    print("Adatok letöltese...")

    response = requests.get(URL, timeout=10)
    response.raise_for_status()

    with open("skandinav_lotto.csv", "w", encoding="utf-8") as f:
        f.write(response.text)

    return response.text


# ============================================
# CSV FELDOLGOZaS
# ============================================

def parse_csv(text):

    csv_data = StringIO(text)

    reader = csv.reader(csv_data, delimiter=';')

    header = next(reader, None)

    draws = []

    for row in reader:

        try:

            if len(row) < 25:
                continue

            year = int(row[0])
            week = int(row[1])

            numbers = list(map(int, row[11:25]))

            draws.append({
                "year": year,
                "week": week,
                "numbers": numbers
            })

        except:
            continue

    return draws


# ============================================
# GYAKORISaG SZaMiTaS
# ============================================

def calculate_frequency(draws):

    freq = Counter()

    for draw in draws:

        for number in draw["numbers"]:
            freq[number] += 1

    return freq


# ============================================
# LEGReGEBBEN HÚZOTT SZaMOK
# ============================================

def calculate_age(draws):

    last_seen = {}

    for index in range(len(draws)-1, -1, -1):

        draw = draws[index]

        for number in draw["numbers"]:

            if number not in last_seen:
                last_seen[number] = len(draws) - index

    return last_seen


# ============================================
# AI PONTOZaS
# ============================================

def ai_score(draws):

    freq = calculate_frequency(draws)

    age = calculate_age(draws)

    latest = set(draws[-1]["numbers"])

    scores = {}

    for n in range(1, 36):

        if n in latest:
            continue

        frequency_score = freq[n]

        age_score = age.get(n, 999)

        # AI súlyozas
        score = (
            age_score * 2
            - frequency_score * 0.3
            + random.uniform(0, 5)
        )

        scores[n] = score

    return scores


# ============================================
# STRATeGIaK
# ============================================

def strategy_oldest(draws):

    age = calculate_age(draws)

    latest = set(draws[-1]["numbers"])

    ranking = []

    for n in range(1, 36):

        if n in latest:
            continue

        ranking.append((n, age.get(n, 999)))

    ranking.sort(key=lambda x: x[1], reverse=True)

    return sorted([x[0] for x in ranking[:7]])


def strategy_most_common(draws):

    freq = calculate_frequency(draws)

    latest = set(draws[-1]["numbers"])

    ranking = []

    for n in range(1, 36):

        if n in latest:
            continue

        ranking.append((n, freq[n]))

    ranking.sort(key=lambda x: x[1], reverse=True)

    return sorted([x[0] for x in ranking[:7]])


def strategy_ai(draws):

    scores = ai_score(draws)

    ranking = sorted(scores.items(), key=lambda x: x[1], reverse=True)

    return sorted([x[0] for x in ranking[:7]])


def strategy_random():

    return sorted(random.sample(range(1, 36), 7))


# ============================================
# GRAFIKON
# ============================================

def draw_chart(draws):

    freq = calculate_frequency(draws)

    x = list(range(1, 36))
    y = [freq[n] for n in x]

    plt.figure(figsize=(12, 6))

    plt.bar(x, y)

    plt.xlabel("Szam")
    plt.ylabel("Elofordulas")
    plt.title("Skandinav lotto szamgyakorisag")

    plt.xticks(x)

    plt.tight_layout()

    plt.savefig("statisztika.png")

    print("\nGrafikon mentve: statisztika.png")


# ============================================
# SZELVeNYEK
# ============================================

def generate_tickets(draws):

    print("\n==============================")
    print("GENERaLT SZELVeNYEK")
    print("==============================")

    print("\n1. Legregebbi strategia:")
    print(strategy_oldest(draws))

    print("\n2. Leggyakoribb strategia:")
    print(strategy_most_common(draws))

    print("\n3. AI strategia:")
    print(strategy_ai(draws))

    print("\n4. Veletlen strategia:")
    print(strategy_random())


# ============================================
# AUTOMATIKUS FRISSiTeS
# ============================================

def auto_update():

    while True:

        try:

            print("\n===================================")
            print("Frissites ideje:", datetime.now())
            print("===================================")

            text = download_data()

            draws = parse_csv(text)

            if not draws:
                print("Nincs feldolgozhato adat.")
                continue

            latest = draws[-1]

            print("\nUtolso húzas:")
            print(sorted(latest["numbers"]))

            generate_tickets(draws)

            draw_chart(draws)

        except Exception as e:

            print("Hiba:", e)

        # 1 ora varakozas
        print("\nKövetkezo frissites 1 ora múlva...")
        time.sleep(3600)


# ============================================
# INDiTaS
# ============================================

if __name__ == "__main__":

    auto_update()