import os from toolbox import CatchException, update_ui, gen_time_str, promote_file_to_downloadzone from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from crazy_functions.crazy_utils import input_clipping def inspect_dependency(chatbot, history): # 尝试导入依赖,如果缺少依赖,则给出安装建议 try: import manim return True except: chatbot.append(["导入依赖失败", "使用该模块需要额外依赖,安装方法:```pip install manim manimgl```"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return False def eval_manim(code): import subprocess, sys, os, shutil with open('gpt_log/MyAnimation.py', 'w', encoding='utf8') as f: f.write(code) def get_class_name(class_string): import re # Use regex to extract the class name class_name = re.search(r'class (\w+)\(', class_string).group(1) return class_name class_name = get_class_name(code) try: time_str = gen_time_str() subprocess.check_output([sys.executable, '-c', f"from gpt_log.MyAnimation import {class_name}; {class_name}().render()"]) shutil.move(f'media/videos/1080p60/{class_name}.mp4', f'gpt_log/{class_name}-{time_str}.mp4') return f'gpt_log/{time_str}.mp4' except subprocess.CalledProcessError as e: output = e.output.decode() print(f"Command returned non-zero exit status {e.returncode}: {output}.") return f"Evaluating python script failed: {e.output}." except: print('generating mp4 failed') return "Generating mp4 failed." def get_code_block(reply): import re pattern = r"```([\s\S]*?)```" # regex pattern to match code blocks matches = re.findall(pattern, reply) # find all code blocks in text if len(matches) != 1: raise RuntimeError("GPT is not generating proper code.") return matches[0].strip('python') # code block @CatchException def 动画生成(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): """ txt 输入栏用户输入的文本,例如需要翻译的一段话,再例如一个包含了待处理文件的路径 llm_kwargs gpt模型参数,如温度和top_p等,一般原样传递下去就行 plugin_kwargs 插件模型的参数,暂时没有用武之地 chatbot 聊天显示框的句柄,用于显示给用户 history 聊天历史,前情提要 system_prompt 给gpt的静默提醒 web_port 当前软件运行的端口号 """ # 清空历史,以免输入溢出 history = [] # 基本信息:功能、贡献者 chatbot.append([ "函数插件功能?", "生成数学动画, 此插件处于开发阶段, 建议暂时不要使用, 作者: binary-husky, 插件初始化中 ..." ]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 尝试导入依赖, 如果缺少依赖, 则给出安装建议 dep_ok = yield from inspect_dependency(chatbot=chatbot, history=history) # 刷新界面 if not dep_ok: return # 输入 i_say = f'Generate a animation to show: ' + txt demo = ["Here is some examples of manim", examples_of_manim()] _, demo = input_clipping(inputs="", history=demo, max_token_limit=2560) # 开始 gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( inputs=i_say, inputs_show_user=i_say, llm_kwargs=llm_kwargs, chatbot=chatbot, history=demo, sys_prompt= r"Write a animation script with 3blue1brown's manim. "+ r"Please begin with `from manim import *`. " + r"Answer me with a code block wrapped by ```." ) chatbot.append(["开始生成动画", "..."]) history.extend([i_say, gpt_say]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 # 将代码转为动画 code = get_code_block(gpt_say) res = eval_manim(code) chatbot.append(("生成的视频文件路径", res)) if os.path.exists(res): promote_file_to_downloadzone(res, chatbot=chatbot) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 # 在这里放一些网上搜集的demo,辅助gpt生成代码 def examples_of_manim(): return r""" ``` class MovingGroupToDestination(Scene): def construct(self): group = VGroup(Dot(LEFT), Dot(ORIGIN), Dot(RIGHT, color=RED), Dot(2 * RIGHT)).scale(1.4) dest = Dot([4, 3, 0], color=YELLOW) self.add(group, dest) self.play(group.animate.shift(dest.get_center() - group[2].get_center())) self.wait(0.5) ``` ``` class LatexWithMovingFramebox(Scene): def construct(self): text=MathTex( "\\frac{d}{dx}f(x)g(x)=","f(x)\\frac{d}{dx}g(x)","+", "g(x)\\frac{d}{dx}f(x)" ) self.play(Write(text)) framebox1 = SurroundingRectangle(text[1], buff = .1) framebox2 = SurroundingRectangle(text[3], buff = .1) self.play( Create(framebox1), ) self.wait() self.play( ReplacementTransform(framebox1,framebox2), ) self.wait() ``` ``` class PointWithTrace(Scene): def construct(self): path = VMobject() dot = Dot() path.set_points_as_corners([dot.get_center(), dot.get_center()]) def update_path(path): previous_path = path.copy() previous_path.add_points_as_corners([dot.get_center()]) path.become(previous_path) path.add_updater(update_path) self.add(path, dot) self.play(Rotating(dot, radians=PI, about_point=RIGHT, run_time=2)) self.wait() self.play(dot.animate.shift(UP)) self.play(dot.animate.shift(LEFT)) self.wait() ``` ``` # do not use get_graph, this funciton is deprecated class ExampleFunctionGraph(Scene): def construct(self): cos_func = FunctionGraph( lambda t: np.cos(t) + 0.5 * np.cos(7 * t) + (1 / 7) * np.cos(14 * t), color=RED, ) sin_func_1 = FunctionGraph( lambda t: np.sin(t) + 0.5 * np.sin(7 * t) + (1 / 7) * np.sin(14 * t), color=BLUE, ) sin_func_2 = FunctionGraph( lambda t: np.sin(t) + 0.5 * np.sin(7 * t) + (1 / 7) * np.sin(14 * t), x_range=[-4, 4], color=GREEN, ).move_to([0, 1, 0]) self.add(cos_func, sin_func_1, sin_func_2) ``` """