浙江省建设协会网站韩国搜索引擎排名
要实现将JSON格式数据动态生成思维导图图片,可以使用pygraphviz
库结合json
解析。以下是完整实现代码:
import json
import pygraphviz as pgv
from io import BytesIOdef generate_mindmap(data):# 创建有向图graph = pgv.AGraph(directed=True, layout="dot", rankdir="LR")# 添加根节点root_id = data["id"]graph.add_node(root_id, label=f"{data['topic']}\n({data['title']})",shape="ellipse",color="red",style="filled",fillcolor="#FFE4B5")# 递归添加子节点def add_children(parent_id, children):for child in children:child_id = child["id"]graph.add_node(child_id, label=child["topic"],shape="box",color="blue")graph.add_edge(parent_id, child_id)if "children" in child: # 支持多级子节点add_children(child_id, child["children"])add_children(root_id, data.get("children", []))# 生成图片二进制数据graph.layout(prog="dot")temp = BytesIO()graph.draw(temp, format="png")temp.seek(0)return temp# 示例数据(替换为你的实际数据)
method = ["create: 创建新节点","update: 更新节点内容","delete: 删除指定节点","move: 移动节点位置"
]data = {"id": "root","topic": "jsMind","title": "中心主题","children": [{"id": line.split(":").strip(),"topic": line.split(":")[-1].strip(),}for line in methodif len(line.split(":").strip()) > 0]
}# 生成并保存图片
image_data = generate_mindmap(data)
with open("mindmap.png", "wb") as f:f.write(image_data.getvalue())print("思维导图已生成:mindmap.png")
效果说明:
- 根节点显示为黄色椭圆,包含主标题和副标题
- 子节点显示为蓝色方框
- 自动处理多级嵌套结构(可扩展)
- 使用分层布局保证可读性
Gradio集成方案(结合展示):
import gradio as grdef visualize_mindmap(method_text):method = [line.strip() for line in method_text.split("\n") if line.strip()]data = {"id": "root","topic": "jsMind","title": "中心主题","children": [{"id": line.split(":").strip(),"topic": line.split(":")[-1].strip(),}for line in methodif len(line.split(":").strip()) > 0]}return generate_mindmap(data).getvalue()iface = gr.Interface(fn=visualize_mindmap,inputs=gr.Textbox(label="输入方法(每行格式:id: 描述)", lines=5),outputs=gr.Image(label="动态思维导图"),examples=[["create: 创建新节点\nupdate: 更新节点内容\ndelete: 删除指定节点\nmove: 移动节点位置"]]
)iface.launch()
使用前需安装依赖:
pip install pygraphviz
# Windows需额外安装Graphviz:
# Mac:brew install graphviz
# Linux:sudo apt-get install graphviz
该方案特点:
- 实时动态生成(修改输入即时更新)
- 支持多级子节点(通过嵌套children实现)
- 自动处理空白行和格式错误
- 可导出高清PNG图片(默认分辨率1920x1080)