179 lines
6.8 KiB
Python
179 lines
6.8 KiB
Python
# 웹 호출 라이브러리를 호출합니다.
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import time
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import requests
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from DataCrawler import DataCrawler
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import json
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import os
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import pandas as pd
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import itertools
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from datetime import datetime, timedelta
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from TelegramBot import TelegramBot
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from filter_model_1 import BallFilter
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class Practice:
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bot = None
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preprocessor = None
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predictor = None
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extract_count = None
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def __init__(self, resources_path):
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self.bot = TelegramBot()
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return
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# 로또 당첨 데이터를 수집해서 파일로 저장합니다.
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# lottoHistoryFile: 로또 당첨 데이터를 저장할 파일
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def craw(self, lottoHistoryFile, drwNo=None):
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ball = None
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if drwNo != None:
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# 로또 데이터를 저장할 파일을 선언합니다.
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jsonFp = open(lottoHistoryFile + ".json", 'a', encoding="utf-8")
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textFp = open(lottoHistoryFile + ".txt", 'a', encoding="utf-8")
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url = 'https://dhlottery.co.kr/common.do?method=getLottoNumber&drwNo=' + str(drwNo)
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# URL을 호출합니다.
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res = requests.post(url)
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# 호출한 결과에 대해서 Json 포맷을 가져옵니다.
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result = res.json()
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if result['returnValue'] != 'success':
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return None
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# 가져온 Json 포맷을 파일로 저장합니다.
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jsonFp.write(json.dumps(result, ensure_ascii=False) + "\n")
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textFp.write("%d,%d,%d,%d,%d,%d,%d,%d\n" % (drwNo, result['drwtNo1'], result['drwtNo2'], result['drwtNo3'], result['drwtNo4'], result['drwtNo5'], result['drwtNo6'], result['bnusNo']))
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print("%d,%d,%d,%d,%d,%d,%d,%d" % (drwNo, result['drwtNo1'], result['drwtNo2'], result['drwtNo3'], result['drwtNo4'], result['drwtNo5'], result['drwtNo6'], result['bnusNo']))
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ball = [result['drwtNo1'], result['drwtNo2'], result['drwtNo3'], result['drwtNo4'], result['drwtNo5'], result['drwtNo6'], result['bnusNo']]
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else:
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# 로또 데이터를 저장할 파일을 선언합니다.
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jsonFp = open(lottoHistoryFile + ".json", 'w', encoding="utf-8")
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textFp = open(lottoHistoryFile + ".txt", 'w', encoding="utf-8")
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# 1회차부터 지정된 회차까지 로또 당첨 번호를 수집합니다.
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idx = 1
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while True:
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# 1회차부터 지정된 회차까지의 URL을 생성합니다.
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url = 'https://dhlottery.co.kr/common.do?method=getLottoNumber&drwNo=' + str(idx)
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# URL을 호출합니다.
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res = requests.post(url)
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# 호출한 결과에 대해서 Json 포맷을 가져옵니다.
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result = res.json()
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if result['returnValue'] != 'success':
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break
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# 가져온 Json 포맷을 파일로 저장합니다.
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jsonFp.write(json.dumps(result, ensure_ascii=False) + "\n")
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textFp.write("%d,%d,%d,%d,%d,%d,%d,%d\n" % (idx, result['drwtNo1'], result['drwtNo2'], result['drwtNo3'], result['drwtNo4'], result['drwtNo5'], result['drwtNo6'], result['bnusNo']))
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print("%d,%d,%d,%d,%d,%d,%d,%d" % (idx, result['drwtNo1'], result['drwtNo2'], result['drwtNo3'], result['drwtNo4'], result['drwtNo5'], result['drwtNo6'], result['bnusNo']))
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ball = [result['drwtNo1'], result['drwtNo2'], result['drwtNo3'], result['drwtNo4'], result['drwtNo5'], result['drwtNo6'], result['bnusNo']]
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idx += 1
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time.sleep(0.5)
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# 저장한 파일을 종료합니다.
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jsonFp.close()
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textFp.close()
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return ball
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def predict1(self, result_json):
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result_json.append([6,7,10,11,20,45])
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return
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def predict2(self, resources_path, ymd, result_json):
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candidates = [i for i in range(1, 46)]
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lottoHistoryFileName = os.path.join(resources_path, 'lotto_history.json')
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ballFilter = BallFilter(lottoHistoryFileName)
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no = ballFilter.getNextNo(ymd)
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print("회차: {}".format(no))
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lottoHistoryFileName = os.path.join(resources_path, 'lotto_history.txt')
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df_ball = pd.read_csv(lottoHistoryFileName, header=None)
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df_ball.columns = ['no', 'b1', 'b2', 'b3', 'b4', 'b5', 'b6', 'bn']
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#filter_ball=[1,2,4,6,10,11,11,17,18,20,21,22,23,24,26,27,28,30,31,32,33,34,37,38,39,40,42,44]
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nCr = list(itertools.combinations(candidates, 6))
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for idx, ball in enumerate(nCr):
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if idx % 1000000 == 0:
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print(" - {} processed...".format(idx))
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ball = list(ball)
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filter_type = ballFilter.filter(ball=ball, no=no, until_end=False, df=df_ball)
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filter_size = len(filter_type)
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if 0 < filter_size:
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continue
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result_json.append(ball)
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p_ball = df_ball[df_ball['no'] == no - 1].values.tolist()[0]
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p_no = p_ball[0]
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p_ball = p_ball[1:7]
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return p_no, p_ball
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if __name__ == '__main__':
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PROJECT_HOME = '.'
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resources_path = os.path.join(PROJECT_HOME, 'resources')
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today = datetime.today()
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if today.weekday() == 5:
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if today.hour > 20:
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this_weekend = today + timedelta(days=(12 - today.weekday()))
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else:
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this_weekend = today + timedelta(days=(5 - today.weekday()))
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elif today.weekday() == 6:
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this_weekend = today + timedelta(days=(12 - today.weekday()))
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else:
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this_weekend = today + timedelta(days=(5 - today.weekday()))
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last_weekend = (this_weekend - timedelta(days=7)).strftime('%Y%m%d')
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ymd = this_weekend.strftime('%Y%m%d')
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print("ymd: {}".format(ymd))
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# 로또 예측
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practice = Practice(resources_path)
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# 데이터 수집
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lottoHistoryFile = PROJECT_HOME + '/resources/lotto_history'
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lottoHistoryFileName = lottoHistoryFile + '.json'
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with open(lottoHistoryFileName, "r", encoding='utf-8') as f:
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for line in f:
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if line != '\n':
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last_json = json.loads(line)
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#ball = practice.craw(lottoHistoryFile, drwNo=last_json['drwNo'] + 1)
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result_json = {ymd: []}
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# 매주 고정
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practice.predict1(result_json[ymd])
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# 필터 기반 예측
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p_no, p_ball = practice.predict2(resources_path, ymd, result_json[ymd])
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p_str = "[지난주] {}\n - {} 회차, {}\n[금주] {}\n - {} 회차\n[모델#25]\n".format(last_weekend, p_no, str(p_ball), ymd, (p_no + 1))
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for i, ball in enumerate(result_json[ymd]):
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p_str += " {}. {}\n".format((i+1), str(ball))
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if (i+1) % 100 == 0:
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practice.bot.sendMsg("{}".format(p_str))
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p_str = ''
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if len(result_json[ymd]) % 100 != 0:
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practice.bot.sendMsg("{}".format(p_str))
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size = len(result_json[ymd])
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print("size: {}".format(size))
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# https://youtu.be/QjBsui8Ob14?si=4dC3q8p0Yu5ZWK1K
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# https://www.youtube.com/watch?v=YwiHaa1KNwA
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print("done...") |