诗歌语料库
首先,我们利用Python爬虫来爬取诗歌,制作语料库。爬取的网址为: https://www.gushiwen.org,页面如下 :
由于本文主要为试了展示该项目的思路,因此,只爬取了该页面中的唐诗三百首、古诗三百、宋词三百、宋词精选,一共大约1100多首诗歌。为了加速爬虫,采用并发实现爬虫,并保存到poem.txt文件。完整的Python程序如下:
import re import requests from bs4 import BeautifulSoup from concurrent.futures import ThreadPoolExecutor,wait,ALL_COMPLETED # 爬取的诗歌网址 urls = ['https://so.gushiwen.org/gushi/tangshi.aspx','https://so.gushiwen.org/gushi/sanbai.aspx','https://so.gushiwen.org/gushi/songsan.aspx','https://so.gushiwen.org/gushi/songci.aspx' ] poem_links = [] # 诗歌的网址 for url in urls: # 请求头部 headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML,like Gecko) Chrome/67.0.3396.87 Safari/537.36'} req = requests.get(url,headers=headers) soup = BeautifulSoup(req.text,"lxml") content = soup.find_all('div',class_="sons")[0] links = content.find_all('a') for link in links: poem_links.append('https://so.gushiwen.org'+link['href']) poem_list = [] # 爬取诗歌页面 def get_poem(url): #url = 'https://so.gushiwen.org/shiwenv_45c396367f59.aspx' # 请求头部 headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML,"lxml") poem = soup.find('div',class_='contson').text.strip() poem = poem.replace(' ','') poem = re.sub(re.compile(r"([sS]*?)"),'',poem) poem = re.sub(re.compile(r"([sS]*?)"),poem) poem = re.sub(re.compile(r"。([sS]*?)"),poem) poem = poem.replace('!','!').replace('?','?') poem_list.append(poem) # 利用并发爬取 executor = ThreadPoolExecutor(max_workers=10) # 可以自己调整max_workers,即线程的个数 # submit()的参数: 第一个为函数, 之后为该函数的传入参数,允许有多个 future_tasks = [executor.submit(get_poem,url) for url in poem_links] # 等待所有的线程完成,才进入后续的执行 wait(future_tasks,return_when=ALL_COMPLETED) # 将爬取的诗句写入txt文件 poems = list(set(poem_list)) poems = sorted(poems,key=lambda x:len(x)) for poem in poems: poem = poem.replace('《','').replace('》','') .replace(':','').replace('“','') print(poem) with open('F://poem.txt','a') as f: f.write(poem) f.write(' ')
私信小编001获取精心准备的教程大礼包,入门很简单!
import re import pickle from xpinyin import Pinyin from collections import defaultdict def main(): with open('F://poem.txt','r') as f: poems = f.readlines() sents = [] for poem in poems: parts = re.findall(r'[sS]*?[。?!]',poem.strip()) for part in parts: if len(part) >= 5: sents.append(part) poem_dict = defaultdict(list) for sent in sents: print(part) head = Pinyin().get_pinyin(sent,tone_marks='marks',splitter=' ').split()[0] poem_dict[head].append(sent) with open('./poemDict.pk','wb') as f: pickle.dump(poem_dict,f) main()
我们可以看一下该pickle文件(poemDict.pk)的内容:
改写为
data_path = os.path.join(os.getcwd(),'Mandarin.dat')
这样我们就完成了mypinyin.py文件。
接下来,我们需要编写诗歌接龙的代码(Poem_Jielong.py),完整代码如下:
import pickle from mypinyin import Pinyin import random import ctypes STD_INPUT_HANDLE = -10 STD_OUTPUT_HANDLE = -11 STD_ERROR_HANDLE = -12 FOREGROUND_DARKWHITE = 0x07 # 暗白色 FOREGROUND_BLUE = 0x09 # 蓝色 FOREGROUND_GREEN = 0x0a # 绿色 FOREGROUND_SKYBLUE = 0x0b # 天蓝色 FOREGROUND_RED = 0x0c # 红色 FOREGROUND_PINK = 0x0d # 粉红色 FOREGROUND_YELLOW = 0x0e # 黄色 FOREGROUND_WHITE = 0x0f # 白色 std_out_handle = ctypes.windll.kernel32.GetStdHandle(STD_OUTPUT_HANDLE) # 设置CMD文字颜色 def set_cmd_text_color(color,handle=std_out_handle): Bool = ctypes.windll.kernel32.SetConsoleTextAttribute(handle,color) return Bool # 重置文字颜色为暗白色 def resetColor(): set_cmd_text_color(FOREGROUND_DARKWHITE) # 在CMD中以指定颜色输出文字 def cprint(mess,color): color_dict = { '蓝色': FOREGROUND_BLUE,'绿色': FOREGROUND_GREEN,'天蓝色': FOREGROUND_SKYBLUE,'红色': FOREGROUND_RED,'粉红色': FOREGROUND_PINK,'黄色': FOREGROUND_YELLOW,'白色': FOREGROUND_WHITE } set_cmd_text_color(color_dict[color]) print(mess) resetColor() color_list = ['蓝色','绿色','天蓝色','红色','粉红色','黄色','白色'] # 获取字典 with open('./poemDict.pk','rb') as f: poem_dict = pickle.load(f) #for key,value in poem_dict.items(): #print(key,value) MODE = str(input('Choose MODE(1 for 人工接龙,2 for 机器接龙): ')) while True: try: if MODE == '1': enter = str(input(' 请输入一句诗或一个字开始:')) while enter != 'exit': test = Pinyin().get_pinyin(enter,splitter=' ') tail = test.split()[-1] if tail not in poem_dict.keys(): cprint('无法接这句诗。 ','红色') MODE = 0 break else: cprint(' 机器回复:%s'%random.sample(poem_dict[tail],1)[0],random.sample(color_list,1)[0]) enter = str(input('你的回复:'))[:-1] MODE = 0 if MODE == '2': enter = input(' 请输入一句诗或一个字开始:') for i in range(10): test = Pinyin().get_pinyin(enter,splitter=' ') tail = test.split()[-1] if tail not in poem_dict.keys(): cprint('------>无法接下去了啦...','红色') MODE = 0 break else: answer = random.sample(poem_dict[tail],1)[0] cprint('(%d)--> %s' % (i+1,answer),1)[0]) enter = answer[:-1] print(' (*****最多展示前10回接龙。*****)') MODE = 0 except Exception as err: print(err) finally: if MODE not in ['1','2']: MODE = str(input(' Choose MODE(1 for 人工接龙,2 for 机器接龙): '))
现在整个项目的结构如下(Mandarin.dat文件从xpinyin模块对应的文件夹下复制过来):
pyinstaller -F Poem_jielong.py
生成的exe文件为Poem_jielong.exe,位于该文件夹的dist文件夹下。为了能够让exe成功运行,需要将poemDict.pk和Mandarin.dat文件复制到dist文件夹下。
测试运行
本项目的诗歌接龙有两种模式,一种为人工接龙,就是你先输入一句诗或一个字,然后就是计算机回复一句,你回复一句,负责诗歌接龙的规则;另一种模式为机器接龙,就是你先输入一句诗或一个字,机器会自动输出后面的接龙诗句(最多10个)。
先测试人工接龙模式:
再测试机器接龙模式:
源码小编已经打包了,进群:960410445 下载即可!
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