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Add unit tests, Docker integration, and update documentation
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@@ -170,3 +170,4 @@ jupyter/*.pptx | |
.gradio/* | ||
nohup.out | ||
images/* | ||
test_results.txt |
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# Dockerfile | ||
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# 使用官方的 Python 基础镜像 | ||
FROM python:3.10-slim | ||
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# 设置工作目录 | ||
WORKDIR /app | ||
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# 复制 requirements.txt 并安装依赖 | ||
COPY requirements.txt . | ||
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# 安装 Python 依赖 | ||
RUN pip install --no-cache-dir -r requirements.txt | ||
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# 复制项目的所有文件到容器 | ||
COPY . . | ||
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# 复制并执行 validate_tests.sh 脚本 | ||
COPY validate_tests.sh . | ||
RUN chmod +x validate_tests.sh | ||
RUN ./validate_tests.sh | ||
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# 设置容器入口 | ||
CMD ["python", "src/daemon_process.py"] |
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#!/bin/bash | ||
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# 获取当前的 Git 分支名称 | ||
BRANCH_NAME=$(git rev-parse --abbrev-ref HEAD) | ||
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# 如果需要,可以处理分支名称,例如替换无效字符 | ||
BRANCH_NAME=${BRANCH_NAME//\//-} | ||
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# 使用 Git 分支名称作为 Docker 镜像的标签 | ||
IMAGE_TAG="chatppt:${BRANCH_NAME}" | ||
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# 构建 Docker 镜像 | ||
docker build -t $IMAGE_TAG . | ||
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# 输出构建结果 | ||
echo "Docker 镜像已构建并打上标签: $IMAGE_TAG" |
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import unittest | ||
import os | ||
import sys | ||
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# 添加 src 目录到模块搜索路径,以便可以导入 src 目录中的模块 | ||
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../src'))) | ||
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from data_structures import PowerPoint, Slide, SlideContent | ||
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class TestDataStructures(unittest.TestCase): | ||
""" | ||
测试 PowerPoint、Slide、SlideContent 数据类,验证数据结构的正确性。 | ||
""" | ||
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def test_slide_content(self): | ||
slide_content = SlideContent(title="Test Slide", bullet_points=[{'text': "Bullet 1", 'level': 0}], image_path="images/test.png") | ||
self.assertEqual(slide_content.title, "Test Slide") | ||
self.assertEqual(slide_content.bullet_points, [{'text': "Bullet 1", 'level': 0}]) | ||
self.assertEqual(slide_content.image_path, "images/test.png") | ||
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def test_slide(self): | ||
slide_content = SlideContent(title="Slide with Layout") | ||
slide = Slide(layout_id=2, layout_name="Title, Content 0", content=slide_content) | ||
self.assertEqual(slide.layout_id, 2) | ||
self.assertEqual(slide.layout_name, "Title, Content 0") | ||
self.assertEqual(slide.content.title, "Slide with Layout") | ||
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def test_powerpoint(self): | ||
slide_content1 = SlideContent(title="Slide 1") | ||
slide_content2 = SlideContent(title="Slide 2") | ||
slide1 = Slide(layout_id=1, layout_name="Title 1", content=slide_content1) | ||
slide2 = Slide(layout_id=2, layout_name="Title, Content 0", content=slide_content2) | ||
ppt = PowerPoint(title="Test Presentation", slides=[slide1, slide2]) | ||
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self.assertEqual(ppt.title, "Test Presentation") | ||
self.assertEqual(len(ppt.slides), 2) | ||
self.assertEqual(ppt.slides[0].content.title, "Slide 1") | ||
self.assertEqual(ppt.slides[1].content.title, "Slide 2") | ||
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if __name__ == "__main__": | ||
unittest.main() |
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import unittest | ||
import os | ||
import sys | ||
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# 添加 src 目录到模块搜索路径,以便可以导入 src 目录中的模块 | ||
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../src'))) | ||
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from docx_parser import generate_markdown_from_docx | ||
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class TestGenerateMarkdownFromDocx(unittest.TestCase): | ||
""" | ||
测试从 docx 文件生成 Markdown 格式内容的功能。 | ||
""" | ||
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def setUp(self): | ||
""" | ||
在每个测试方法执行前运行。用于准备测试所需的文件和目录。 | ||
""" | ||
# 定义测试 docx 文件的路径 | ||
self.test_docx_filename = 'inputs/docx/multimodal_llm_overview.docx' | ||
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# 生成 Markdown 内容 | ||
self.generated_markdown = generate_markdown_from_docx(self.test_docx_filename) | ||
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def test_generated_markdown_content(self): | ||
""" | ||
测试生成的 Markdown 内容是否符合预期。 | ||
""" | ||
# 期望的 Markdown 输出内容 | ||
expected_markdown = """ | ||
# 多模态大模型概述 | ||
多模态大模型是指能够处理多种数据模态(如文本、图像、音频等)的人工智能模型。它们在自然语言处理、计算机视觉等领域有广泛的应用。 | ||
## 1. 多模态大模型的特点 | ||
- 支持多种数据类型: | ||
- 跨模态学习能力: | ||
- 广泛的应用场景: | ||
### 1.1 支持多种数据类型 | ||
多模态大模型能够同时处理文本、图像、音频等多种类型的数据,实现数据的融合。 | ||
## 2. 多模态模型架构 | ||
以下是多模态模型的典型架构示意图: | ||
![图片1](images/multimodal_llm_overview/1.png) | ||
TransFormer 架构图: | ||
![图片2](images/multimodal_llm_overview/2.png) | ||
### 2.1 模态融合技术 | ||
通过模态融合,可以提升模型对复杂数据的理解能力。 | ||
关键技术:注意力机制、Transformer架构等。 | ||
- 应用领域: | ||
- 自然语言处理: | ||
- 机器翻译、文本生成等。 | ||
- 计算机视觉: | ||
- 图像识别、目标检测等。 | ||
## 3. 未来展望 | ||
多模态大模型将在人工智能领域持续发挥重要作用,推动技术创新。 | ||
""" | ||
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# 比较生成的 Markdown 内容与预期内容 | ||
self.assertEqual(self.generated_markdown.strip(), expected_markdown.strip(), "生成的 Markdown 内容与预期不匹配") | ||
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def tearDown(self): | ||
""" | ||
在每个测试方法执行后运行。用于清理测试产生的文件和目录。 | ||
""" | ||
# 获取图像目录路径 | ||
images_dir = 'images/multimodal_llm_overview' | ||
# 删除生成的图像文件和目录 | ||
if os.path.exists(images_dir): | ||
for filename in os.listdir(images_dir): | ||
file_path = os.path.join(images_dir, filename) | ||
if os.path.isfile(file_path): | ||
os.unlink(file_path) # 删除文件 | ||
os.rmdir(images_dir) # 删除目录 | ||
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if __name__ == '__main__': | ||
unittest.main() |
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