Update generate_gif.py

main
luoyonghuang 2 months ago
parent b76889d9f9
commit 7b9883b235

@ -4,50 +4,51 @@ from wordcloud import WordCloud
import matplotlib.pyplot as plt
from PIL import Image
import numpy as np
import imageio
import imageio.v2 as imageio
import os
#读取停用词表
def load_stopwords(file_path):
#加载停用词表。
with open(file_path, 'r', encoding='utf-8') as f:
stopwords = set(line.strip() for line in f)
return stopwords
#过滤停用词
def remove_stopwords(words_list, stopwords):
# 从词汇列表中移除停用词。
return [word for word in words_list if word not in stopwords and len(word) > 1]
def generate_(file_path):
#读取Excel文件并提取弹幕内容
# 生成包含弹幕数据的词云 GIF 文件。
# 读取 Excel 文件并提取弹幕内容
df = pd.read_excel(file_path)
comments = df['danmu'].astype(str)
text = ' '.join(comments)
#使用 jieba 分词
# 使用 jieba 分词
words = jieba.cut(text, cut_all=False)
#加载停用词表
# 加载停用词表
stopwords_file = "D://edge//stop.txt" # 替换为实际路径
stopwords = load_stopwords(stopwords_file)
#去除停用词
# 去除停用词
filtered_words = remove_stopwords(words, stopwords)
#将过滤后的词汇重新拼接为一个字符串
# 将过滤后的词汇重新拼接为一个字符串
words_list = ' '.join(filtered_words)
#加载形状图片并生成词云
mask = np.array(Image.open("D://edge//kk.png"))
# 加载形状图片并生成词云
mask = np.array(Image.open("D://edge//kk.png")) # 替换为实际路径
#创建一个用于存储帧的文件夹
if not os.path.exists("wordcloud_frames"):
os.makedirs("wordcloud_frames")
# 创建一个用于存储帧的文件夹
frames_dir = "wordcloud_frames"
if not os.path.exists(frames_dir):
os.makedirs(frames_dir)
#生成多个帧
# 生成多个帧
filenames = []
for i in range(10): # 生成10帧
for i in range(10): # 生成 10
# 动态改变词云的颜色和随机状态
wordcloud = WordCloud(
font_path='simhei.ttf', # 确保支持中文
@ -57,24 +58,29 @@ def generate_(file_path):
contour_color='black',
width=800,
height=600,
color_func=lambda *args, **kwargs: (np.random.randint(50, 255), np.random.randint(50, 255), np.random.randint(50, 255)), # 随机颜色
color_func=lambda *args, **kwargs: (
np.random.randint(50, 255),
np.random.randint(50, 255),
np.random.randint(50, 255)
), # 随机颜色
random_state=i # 每帧的随机状态不同
).generate(words_list)
# 保存每一帧为图片
filename = f"wordcloud_frames/frame_{i}.png"
filename = os.path.join(frames_dir, f"frame_{i}.png")
wordcloud.to_file(filename)
filenames.append(filename)
#将所有帧合成为GIF
with imageio.get_writer("wordcloud_animation.gif", mode="I", duration=0.5) as writer: # duration表示每帧的显示时间
# 将所有帧合成为 GIF
gif_path = "wordcloud.gif"
with imageio.get_writer(gif_path, mode="I", duration=0.5) as writer: # duration 表示每帧的显示时间
for filename in filenames:
image = imageio.imread(filename)
image = imageio.imread(filename) # 读取每一个图片
writer.append_data(image)
# 清理临时帧文件
for filename in filenames:
os.remove(filename)
print("词云动图生成成功,保存为 'wordcloud_animation.gif'")
print(f"GIF created at {gif_path}")
return 0

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