mirror of
https://github.com/TeamPGM/PagerMaid_Plugins.git
synced 2024-11-22 00:35:36 +00:00
107 lines
4.5 KiB
Python
107 lines
4.5 KiB
Python
from wordcloud import WordCloud
|
|
from io import BytesIO
|
|
from os.path import exists
|
|
from os import makedirs, sep, remove
|
|
from PIL import Image
|
|
from collections import defaultdict
|
|
from requests import get
|
|
from pagermaid import version
|
|
from pagermaid.utils import execute, alias_command, pip_install
|
|
from pagermaid.listener import listener
|
|
|
|
pip_install("jieba")
|
|
|
|
import jieba
|
|
|
|
punctuation = {33: ' ', 34: ' ', 35: ' ', 36: ' ', 37: ' ', 38: ' ', 39: ' ', 40: ' ', 41: ' ', 42: ' ', 43: ' ',
|
|
44: ' ', 45: ' ', 46: ' ', 47: ' ', 58: ' ', 59: ' ', 60: ' ', 61: ' ', 62: ' ', 63: ' ', 64: ' ',
|
|
91: ' ', 92: ' ', 93: ' ', 94: ' ', 95: ' ', 96: ' ', 123: ' ', 124: ' ', 125: ' ', 126: ' ',
|
|
65311: ' ', 65292: ' ', 65281: ' ', 12304: ' ', 12305: ' ', 65288: ' ', 65289: ' ', 12289: ' ',
|
|
12290: ' ', 65306: ' ', 65307: ' ', 8217: ' ', 8216: ' ', 8230: ' ', 65509: ' ', 183: ' '}
|
|
|
|
|
|
@listener(is_plugin=True, outgoing=True, command=alias_command("groupword"),
|
|
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）",
|
|
parameters="[任意内容启用AI分词]")
|
|
async def group_word(context):
|
|
if not exists(f"plugins{sep}groupword"):
|
|
makedirs(f"plugins{sep}groupword")
|
|
# 自定义背景图
|
|
reply = await context.get_reply_message()
|
|
if reply and reply.photo:
|
|
if exists(f"plugins{sep}groupword{sep}circle.jpg"):
|
|
remove(f"plugins{sep}groupword{sep}circle.jpg")
|
|
await context.client.download_media(reply, file=f"plugins{sep}groupword{sep}circle.jpg")
|
|
return await context.edit("自定义背景图设置完成。")
|
|
|
|
imported_1 = False
|
|
if len(context.parameter) >= 1:
|
|
pip_install("paddlepaddle-tiny", alias="paddle")
|
|
imported_1 = True
|
|
try:
|
|
await context.edit('正在生成中。。。')
|
|
except:
|
|
return
|
|
if not exists(f"plugins{sep}groupword{sep}wqy-microhei.ttc"):
|
|
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）')
|
|
r = get('https://cdn.jsdelivr.net/gh/anthonyfok/fonts-wqy-microhei/wqy-microhei.ttc')
|
|
with open(f"plugins{sep}groupword{sep}wqy-microhei.ttc", "wb") as code:
|
|
code.write(r.content)
|
|
words = defaultdict(int)
|
|
count = 0
|
|
try:
|
|
if imported_1:
|
|
try:
|
|
jieba.enable_paddle()
|
|
except:
|
|
imported_1 = False
|
|
async for msg in context.client.iter_messages(context.chat, limit=500):
|
|
if msg.id == context.id:
|
|
continue
|
|
if msg.text and not msg.text.startswith('/') and not msg.text.startswith('-') and not '//' in msg.text:
|
|
try:
|
|
if imported_1:
|
|
for word in jieba.cut(msg.text.translate(punctuation), use_paddle=True):
|
|
word = word.lower()
|
|
words[word] += 1
|
|
else:
|
|
for word in jieba.cut(msg.text.translate(punctuation)):
|
|
word = word.lower()
|
|
words[word] += 1
|
|
count += 1
|
|
except:
|
|
pass
|
|
except:
|
|
if count == 0:
|
|
try:
|
|
await context.edit('您已被 TG 官方限制。')
|
|
return
|
|
except:
|
|
return
|
|
try:
|
|
if not exists(f"plugins{sep}groupword{sep}circle.jpg"):
|
|
image = WordCloud(font_path=f"plugins{sep}groupword{sep}wqy-microhei.ttc", width=800,
|
|
height=400).generate_from_frequencies(
|
|
words).to_image()
|
|
else:
|
|
import numpy as np
|
|
background = Image.open(f"plugins{sep}groupword{sep}circle.jpg")
|
|
graph = np.array(background) # noqa
|
|
|
|
image = WordCloud(font_path=f"plugins{sep}groupword{sep}wqy-microhei.ttc", width=800,
|
|
height=800,
|
|
mask=graph,
|
|
scale=5,
|
|
background_color='white').generate_from_frequencies(
|
|
words).to_image()
|
|
stream = BytesIO()
|
|
image.save(stream, 'PNG')
|
|
except:
|
|
await context.edit('词云生成失败。')
|
|
return
|
|
try:
|
|
await context.client.send_message(context.chat, f'对最近的 {count} 条消息进行了分析。', file=stream.getvalue())
|
|
await context.delete()
|
|
except:
|
|
return
|