Spaces:
Running
Running
| 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 | |
| def 动画生成(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): | |
| """ | |
| 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 | |
| user_request 当前用户的请求信息（IP地址等） | |
| """ | |
| # 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) | |
| ``` | |
| """ |