mirror of
https://github.com/TeamPGM/PagerMaid_Plugins.git
synced 2024-11-24 10:33:36 +00:00
107 lines
4.5 KiB
Python
107 lines
4.5 KiB
Python
from wordcloud import WordCloud
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from io import BytesIO
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from os.path import exists
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from os import makedirs, sep, remove
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from PIL import Image
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from collections import defaultdict
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from requests import get
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from pagermaid import version
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from pagermaid.utils import execute, alias_command, pip_install
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from pagermaid.listener import listener
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pip_install("jieba")
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import jieba
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punctuation = {33: ' ', 34: ' ', 35: ' ', 36: ' ', 37: ' ', 38: ' ', 39: ' ', 40: ' ', 41: ' ', 42: ' ', 43: ' ',
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44: ' ', 45: ' ', 46: ' ', 47: ' ', 58: ' ', 59: ' ', 60: ' ', 61: ' ', 62: ' ', 63: ' ', 64: ' ',
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91: ' ', 92: ' ', 93: ' ', 94: ' ', 95: ' ', 96: ' ', 123: ' ', 124: ' ', 125: ' ', 126: ' ',
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65311: ' ', 65292: ' ', 65281: ' ', 12304: ' ', 12305: ' ', 65288: ' ', 65289: ' ', 12289: ' ',
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12290: ' ', 65306: ' ', 65307: ' ', 8217: ' ', 8216: ' ', 8230: ' ', 65509: ' ', 183: ' '}
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@listener(is_plugin=True, outgoing=True, command=alias_command("groupword"),
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description="拉取最新 500 条消息生成词云，回复图片可自定义背景图。（图片白色区域为不显示部分）",
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parameters="[任意内容启用AI分词]")
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async def group_word(context):
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if not exists(f"plugins{sep}groupword"):
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makedirs(f"plugins{sep}groupword")
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# 自定义背景图
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reply = await context.get_reply_message()
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if reply and reply.photo:
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if exists(f"plugins{sep}groupword{sep}circle.jpg"):
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remove(f"plugins{sep}groupword{sep}circle.jpg")
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await context.client.download_media(reply, file=f"plugins{sep}groupword{sep}circle.jpg")
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return await context.edit("自定义背景图设置完成。")
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imported_1 = False
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if len(context.parameter) >= 1:
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pip_install("paddlepaddle-tiny", alias="paddle")
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imported_1 = True
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try:
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await context.edit('正在生成中。。。')
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except:
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return
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if not exists(f"plugins{sep}groupword{sep}wqy-microhei.ttc"):
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await context.edit('正在拉取中文字体文件。。。（等待时间请评估你的服务器）')
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r = get('https://cdn.jsdelivr.net/gh/anthonyfok/fonts-wqy-microhei/wqy-microhei.ttc')
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with open(f"plugins{sep}groupword{sep}wqy-microhei.ttc", "wb") as code:
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code.write(r.content)
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words = defaultdict(int)
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count = 0
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try:
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if imported_1:
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try:
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jieba.enable_paddle()
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except:
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imported_1 = False
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async for msg in context.client.iter_messages(context.chat, limit=500):
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if msg.id == context.id:
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continue
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if msg.text and not msg.text.startswith('/') and not msg.text.startswith('-') and not '//' in msg.text:
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try:
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if imported_1:
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for word in jieba.cut(msg.text.translate(punctuation), use_paddle=True):
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word = word.lower()
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words[word] += 1
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else:
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for word in jieba.cut(msg.text.translate(punctuation)):
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word = word.lower()
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words[word] += 1
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count += 1
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except:
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pass
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except:
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if count == 0:
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try:
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await context.edit('您已被 TG 官方限制。')
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return
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except:
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return
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try:
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if not exists(f"plugins{sep}groupword{sep}circle.jpg"):
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image = WordCloud(font_path=f"plugins{sep}groupword{sep}wqy-microhei.ttc", width=800,
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height=400).generate_from_frequencies(
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words).to_image()
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else:
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import numpy as np
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background = Image.open(f"plugins{sep}groupword{sep}circle.jpg")
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graph = np.array(background) # noqa
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image = WordCloud(font_path=f"plugins{sep}groupword{sep}wqy-microhei.ttc", width=800,
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height=800,
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mask=graph,
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scale=5,
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background_color='white').generate_from_frequencies(
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words).to_image()
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stream = BytesIO()
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image.save(stream, 'PNG')
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except:
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await context.edit('词云生成失败。')
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return
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try:
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await context.client.send_message(context.chat, f'对最近的 {count} 条消息进行了分析。', file=stream.getvalue())
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await context.delete()
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except:
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return
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