初步上传基于rust的后端视频关键帧抽帧处理源文件以及readme
但是api还未完成接入
This commit is contained in:
Furina-1013-create
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src/chat/utils/rust-video/.gitignore
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/target
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src/chat/utils/rust-video/Cargo.lock
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src/chat/utils/rust-video/Cargo.lock
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||||||
|
"anyhow",
|
||||||
|
"chrono",
|
||||||
|
"clap",
|
||||||
|
"rayon",
|
||||||
|
"serde",
|
||||||
|
"serde_json",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "rustversion"
|
||||||
|
version = "1.0.22"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "ryu"
|
||||||
|
version = "1.0.20"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "serde"
|
||||||
|
version = "1.0.219"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "5f0e2c6ed6606019b4e29e69dbaba95b11854410e5347d525002456dbbb786b6"
|
||||||
|
dependencies = [
|
||||||
|
"serde_derive",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "serde_derive"
|
||||||
|
version = "1.0.219"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "5b0276cf7f2c73365f7157c8123c21cd9a50fbbd844757af28ca1f5925fc2a00"
|
||||||
|
dependencies = [
|
||||||
|
"proc-macro2",
|
||||||
|
"quote",
|
||||||
|
"syn",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "serde_json"
|
||||||
|
version = "1.0.143"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "d401abef1d108fbd9cbaebc3e46611f4b1021f714a0597a71f41ee463f5f4a5a"
|
||||||
|
dependencies = [
|
||||||
|
"itoa",
|
||||||
|
"memchr",
|
||||||
|
"ryu",
|
||||||
|
"serde",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "shlex"
|
||||||
|
version = "1.3.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "strsim"
|
||||||
|
version = "0.11.1"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "syn"
|
||||||
|
version = "2.0.106"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "ede7c438028d4436d71104916910f5bb611972c5cfd7f89b8300a8186e6fada6"
|
||||||
|
dependencies = [
|
||||||
|
"proc-macro2",
|
||||||
|
"quote",
|
||||||
|
"unicode-ident",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "unicode-ident"
|
||||||
|
version = "1.0.18"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "5a5f39404a5da50712a4c1eecf25e90dd62b613502b7e925fd4e4d19b5c96512"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "utf8parse"
|
||||||
|
version = "0.2.2"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "wasm-bindgen"
|
||||||
|
version = "0.2.100"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
|
||||||
|
dependencies = [
|
||||||
|
"cfg-if",
|
||||||
|
"once_cell",
|
||||||
|
"rustversion",
|
||||||
|
"wasm-bindgen-macro",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "wasm-bindgen-backend"
|
||||||
|
version = "0.2.100"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
|
||||||
|
dependencies = [
|
||||||
|
"bumpalo",
|
||||||
|
"log",
|
||||||
|
"proc-macro2",
|
||||||
|
"quote",
|
||||||
|
"syn",
|
||||||
|
"wasm-bindgen-shared",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "wasm-bindgen-macro"
|
||||||
|
version = "0.2.100"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
|
||||||
|
dependencies = [
|
||||||
|
"quote",
|
||||||
|
"wasm-bindgen-macro-support",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "wasm-bindgen-macro-support"
|
||||||
|
version = "0.2.100"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
|
||||||
|
dependencies = [
|
||||||
|
"proc-macro2",
|
||||||
|
"quote",
|
||||||
|
"syn",
|
||||||
|
"wasm-bindgen-backend",
|
||||||
|
"wasm-bindgen-shared",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "wasm-bindgen-shared"
|
||||||
|
version = "0.2.100"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
|
||||||
|
dependencies = [
|
||||||
|
"unicode-ident",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-core"
|
||||||
|
version = "0.61.2"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
|
||||||
|
dependencies = [
|
||||||
|
"windows-implement",
|
||||||
|
"windows-interface",
|
||||||
|
"windows-link",
|
||||||
|
"windows-result",
|
||||||
|
"windows-strings",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-implement"
|
||||||
|
version = "0.60.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
|
||||||
|
dependencies = [
|
||||||
|
"proc-macro2",
|
||||||
|
"quote",
|
||||||
|
"syn",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-interface"
|
||||||
|
version = "0.59.1"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
|
||||||
|
dependencies = [
|
||||||
|
"proc-macro2",
|
||||||
|
"quote",
|
||||||
|
"syn",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-link"
|
||||||
|
version = "0.1.3"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-result"
|
||||||
|
version = "0.3.4"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
|
||||||
|
dependencies = [
|
||||||
|
"windows-link",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-strings"
|
||||||
|
version = "0.4.2"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
|
||||||
|
dependencies = [
|
||||||
|
"windows-link",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-sys"
|
||||||
|
version = "0.60.2"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
|
||||||
|
dependencies = [
|
||||||
|
"windows-targets",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows-targets"
|
||||||
|
version = "0.53.3"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "d5fe6031c4041849d7c496a8ded650796e7b6ecc19df1a431c1a363342e5dc91"
|
||||||
|
dependencies = [
|
||||||
|
"windows-link",
|
||||||
|
"windows_aarch64_gnullvm",
|
||||||
|
"windows_aarch64_msvc",
|
||||||
|
"windows_i686_gnu",
|
||||||
|
"windows_i686_gnullvm",
|
||||||
|
"windows_i686_msvc",
|
||||||
|
"windows_x86_64_gnu",
|
||||||
|
"windows_x86_64_gnullvm",
|
||||||
|
"windows_x86_64_msvc",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_aarch64_gnullvm"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_aarch64_msvc"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_i686_gnu"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_i686_gnullvm"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_i686_msvc"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_x86_64_gnu"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_x86_64_gnullvm"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "windows_x86_64_msvc"
|
||||||
|
version = "0.53.0"
|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
|
||||||
24
src/chat/utils/rust-video/Cargo.toml
Normal file
24
src/chat/utils/rust-video/Cargo.toml
Normal file
@@ -0,0 +1,24 @@
|
|||||||
|
[package]
|
||||||
|
name = "rust-video"
|
||||||
|
version = "0.1.0"
|
||||||
|
edition = "2021"
|
||||||
|
authors = ["VideoAnalysis Team"]
|
||||||
|
description = "Ultra-fast video keyframe extraction tool in Rust"
|
||||||
|
license = "GPL-3.0"
|
||||||
|
|
||||||
|
[dependencies]
|
||||||
|
anyhow = "1.0"
|
||||||
|
clap = { version = "4.0", features = ["derive"] }
|
||||||
|
rayon = "1.11"
|
||||||
|
|
||||||
|
serde = { version = "1.0", features = ["derive"] }
|
||||||
|
serde_json = "1.0"
|
||||||
|
|
||||||
|
chrono = { version = "0.4", features = ["serde"] }
|
||||||
|
|
||||||
|
[profile.release]
|
||||||
|
opt-level = 3
|
||||||
|
lto = true
|
||||||
|
codegen-units = 1
|
||||||
|
panic = "abort"
|
||||||
|
strip = true
|
||||||
221
src/chat/utils/rust-video/README.md
Normal file
221
src/chat/utils/rust-video/README.md
Normal file
@@ -0,0 +1,221 @@
|
|||||||
|
# 🎯 Rust Video Keyframe Extraction API
|
||||||
|
|
||||||
|
高性能视频关键帧提取API服务，基于Rust后端 + Python FastAPI。
|
||||||
|
|
||||||
|
## 📁 项目结构
|
||||||
|
|
||||||
|
```
|
||||||
|
rust-video/
|
||||||
|
├── outputs/ # 关键帧输出目录
|
||||||
|
├── src/ # Rust源码
|
||||||
|
│ └── main.rs
|
||||||
|
├── target/ # Rust编译文件
|
||||||
|
├── api_server.py # 🚀 主API服务器 (整合版)
|
||||||
|
├── start_server.py # 生产启动脚本
|
||||||
|
├── config.py # 配置管理
|
||||||
|
├── config.toml # 配置文件
|
||||||
|
├── Cargo.toml # Rust项目配置
|
||||||
|
├── Cargo.lock # Rust依赖锁定
|
||||||
|
├── .gitignore # Git忽略文件
|
||||||
|
└── README.md # 项目文档
|
||||||
|
```
|
||||||
|
|
||||||
|
## 快速开始
|
||||||
|
|
||||||
|
### 1. 安装依赖
|
||||||
|
```bash
|
||||||
|
pip install fastapi uvicorn python-multipart aiofiles
|
||||||
|
```
|
||||||
|
|
||||||
|
### 2. 启动服务
|
||||||
|
```bash
|
||||||
|
# 开发模式
|
||||||
|
python api_server.py
|
||||||
|
|
||||||
|
# 生产模式
|
||||||
|
python start_server.py --mode prod --port 8050
|
||||||
|
```
|
||||||
|
|
||||||
|
### 3. 访问API
|
||||||
|
- **服务地址**: http://localhost:8050
|
||||||
|
- **API文档**: http://localhost:8050/docs
|
||||||
|
- **健康检查**: http://localhost:8050/health
|
||||||
|
- **性能指标**: http://localhost:8050/metrics
|
||||||
|
|
||||||
|
## API使用方法
|
||||||
|
|
||||||
|
### 主要端点
|
||||||
|
|
||||||
|
#### 1. 提取关键帧 (JSON响应)
|
||||||
|
```http
|
||||||
|
POST /extract-keyframes
|
||||||
|
Content-Type: multipart/form-data
|
||||||
|
|
||||||
|
- video: 视频文件 (.mp4, .avi, .mov, .mkv)
|
||||||
|
- scene_threshold: 场景变化阈值 (0.1-1.0, 默认0.3)
|
||||||
|
- max_frames: 最大关键帧数 (1-200, 默认50)
|
||||||
|
- resize_width: 调整宽度 (可选, 100-1920)
|
||||||
|
- time_interval: 时间间隔秒数 (可选, 0.1-60.0)
|
||||||
|
```
|
||||||
|
|
||||||
|
#### 2. 提取关键帧 (ZIP下载)
|
||||||
|
```http
|
||||||
|
POST /extract-keyframes-zip
|
||||||
|
Content-Type: multipart/form-data
|
||||||
|
|
||||||
|
参数同上，返回包含所有关键帧的ZIP文件
|
||||||
|
```
|
||||||
|
|
||||||
|
#### 3. 健康检查
|
||||||
|
```http
|
||||||
|
GET /health
|
||||||
|
```
|
||||||
|
|
||||||
|
#### 4. 性能指标
|
||||||
|
```http
|
||||||
|
GET /metrics
|
||||||
|
```
|
||||||
|
|
||||||
|
### Python客户端示例
|
||||||
|
|
||||||
|
```python
|
||||||
|
import requests
|
||||||
|
|
||||||
|
# 上传视频并提取关键帧
|
||||||
|
files = {'video': open('video.mp4', 'rb')}
|
||||||
|
data = {
|
||||||
|
'scene_threshold': 0.3,
|
||||||
|
'max_frames': 50,
|
||||||
|
'resize_width': 800
|
||||||
|
}
|
||||||
|
|
||||||
|
response = requests.post(
|
||||||
|
'http://localhost:8050/extract-keyframes',
|
||||||
|
files=files,
|
||||||
|
data=data
|
||||||
|
)
|
||||||
|
|
||||||
|
result = response.json()
|
||||||
|
print(f"提取了 {result['keyframe_count']} 个关键帧")
|
||||||
|
print(f"处理时间: {result['performance']['total_api_time']:.2f}秒")
|
||||||
|
```
|
||||||
|
|
||||||
|
### JavaScript客户端示例
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
const formData = new FormData();
|
||||||
|
formData.append('video', videoFile);
|
||||||
|
formData.append('scene_threshold', '0.3');
|
||||||
|
formData.append('max_frames', '50');
|
||||||
|
|
||||||
|
fetch('http://localhost:8050/extract-keyframes', {
|
||||||
|
method: 'POST',
|
||||||
|
body: formData
|
||||||
|
})
|
||||||
|
.then(response => response.json())
|
||||||
|
.then(data => {
|
||||||
|
console.log(`提取了 ${data.keyframe_count} 个关键帧`);
|
||||||
|
console.log(`处理时间: ${data.performance.total_api_time}秒`);
|
||||||
|
});
|
||||||
|
```
|
||||||
|
|
||||||
|
### cURL示例
|
||||||
|
|
||||||
|
```bash
|
||||||
|
curl -X POST "http://localhost:8050/extract-keyframes" \
|
||||||
|
-H "accept: application/json" \
|
||||||
|
-H "Content-Type: multipart/form-data" \
|
||||||
|
-F "video=@video.mp4" \
|
||||||
|
-F "scene_threshold=0.3" \
|
||||||
|
-F "max_frames=50"
|
||||||
|
```
|
||||||
|
|
||||||
|
## ⚙️ 配置
|
||||||
|
|
||||||
|
编辑 `config.toml` 文件：
|
||||||
|
|
||||||
|
```toml
|
||||||
|
[server]
|
||||||
|
host = "0.0.0.0"
|
||||||
|
port = 8050
|
||||||
|
debug = false
|
||||||
|
|
||||||
|
[processing]
|
||||||
|
default_scene_threshold = 0.3
|
||||||
|
default_max_frames = 50
|
||||||
|
timeout_seconds = 300
|
||||||
|
|
||||||
|
[performance]
|
||||||
|
async_workers = 4
|
||||||
|
max_file_size_mb = 500
|
||||||
|
```
|
||||||
|
|
||||||
|
## 性能特性
|
||||||
|
|
||||||
|
- **异步I/O**: 文件上传/下载异步处理
|
||||||
|
- **多线程处理**: 视频处理在独立线程池
|
||||||
|
- **内存优化**: 流式处理，减少内存占用
|
||||||
|
- **智能清理**: 自动临时文件管理
|
||||||
|
- **性能监控**: 实时处理时间和吞吐量统计
|
||||||
|
|
||||||
|
总之就是非常快（）
|
||||||
|
|
||||||
|
## 响应格式
|
||||||
|
|
||||||
|
```json
|
||||||
|
{
|
||||||
|
"status": "success",
|
||||||
|
"processing_time": 4.5,
|
||||||
|
"output_directory": "/tmp/output_xxx",
|
||||||
|
"keyframe_count": 15,
|
||||||
|
"keyframes": [
|
||||||
|
"/tmp/output_xxx/frame_001.jpg",
|
||||||
|
"/tmp/output_xxx/frame_002.jpg"
|
||||||
|
],
|
||||||
|
"performance": {
|
||||||
|
"file_size_mb": 209.7,
|
||||||
|
"upload_time": 0.23,
|
||||||
|
"processing_time": 4.5,
|
||||||
|
"total_api_time": 4.73,
|
||||||
|
"upload_speed_mbps": 912.2
|
||||||
|
},
|
||||||
|
"rust_output": "处理完成",
|
||||||
|
"command": "rust-video input.mp4 output/ --scene-threshold 0.3 --max-frames 50"
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
## 故障排除
|
||||||
|
|
||||||
|
### 常见问题
|
||||||
|
|
||||||
|
1. **Rust binary not found**
|
||||||
|
```bash
|
||||||
|
cargo build # 重新构建Rust项目
|
||||||
|
```
|
||||||
|
|
||||||
|
2. **端口被占用**
|
||||||
|
```bash
|
||||||
|
# 修改config.toml中的端口号
|
||||||
|
port = 8051
|
||||||
|
```
|
||||||
|
|
||||||
|
3. **内存不足**
|
||||||
|
```bash
|
||||||
|
# 减少max_frames或resize_width参数
|
||||||
|
```
|
||||||
|
|
||||||
|
### 日志查看
|
||||||
|
|
||||||
|
服务启动时会显示详细的状态信息，包括：
|
||||||
|
- Rust二进制文件位置
|
||||||
|
- 配置加载状态
|
||||||
|
- 服务监听地址
|
||||||
|
|
||||||
|
## 集成支持
|
||||||
|
|
||||||
|
本API设计为独立服务，可轻松集成到任何项目中：
|
||||||
|
|
||||||
|
- **AI Bot项目**: 通过HTTP API调用
|
||||||
|
- **Web应用**: 直接前端调用或后端代理
|
||||||
|
- **移动应用**: REST API标准接口
|
||||||
|
- **批处理脚本**: Python/Shell脚本调用
|
||||||
472
src/chat/utils/rust-video/api_server.py
Normal file
472
src/chat/utils/rust-video/api_server.py
Normal file
@@ -0,0 +1,472 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
|
"""
|
||||||
|
Rust Video Keyframe Extraction API Server
|
||||||
|
高性能视频关键帧提取API服务
|
||||||
|
|
||||||
|
功能:
|
||||||
|
- 视频上传和关键帧提取
|
||||||
|
- 异步多线程处理
|
||||||
|
- 性能监控和健康检查
|
||||||
|
- 自动资源清理
|
||||||
|
|
||||||
|
启动: python api_server.py
|
||||||
|
地址: http://localhost:8050
|
||||||
|
"""
|
||||||
|
|
||||||
|
import os
|
||||||
|
import json
|
||||||
|
import subprocess
|
||||||
|
import tempfile
|
||||||
|
import zipfile
|
||||||
|
import shutil
|
||||||
|
import asyncio
|
||||||
|
import time
|
||||||
|
import logging
|
||||||
|
from datetime import datetime
|
||||||
|
from pathlib import Path
|
||||||
|
from typing import Optional, List, Dict, Any
|
||||||
|
|
||||||
|
import uvicorn
|
||||||
|
from fastapi import FastAPI, File, UploadFile, Form, HTTPException, BackgroundTasks
|
||||||
|
from fastapi.responses import FileResponse, JSONResponse
|
||||||
|
from fastapi.middleware.cors import CORSMiddleware
|
||||||
|
from pydantic import BaseModel, Field
|
||||||
|
|
||||||
|
# 导入配置管理
|
||||||
|
from config import config
|
||||||
|
|
||||||
|
# 配置日志
|
||||||
|
logging.basicConfig(level=logging.INFO)
|
||||||
|
logger = logging.getLogger(__name__)
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# 内置视频处理器 (整合版)
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
class VideoKeyframeExtractor:
|
||||||
|
"""整合的视频关键帧提取器"""
|
||||||
|
|
||||||
|
def __init__(self, rust_binary_path: Optional[str] = None):
|
||||||
|
self.rust_binary_path = rust_binary_path or self._find_rust_binary()
|
||||||
|
if not self.rust_binary_path or not Path(self.rust_binary_path).exists():
|
||||||
|
raise FileNotFoundError(f"Rust binary not found: {self.rust_binary_path}")
|
||||||
|
|
||||||
|
def _find_rust_binary(self) -> str:
|
||||||
|
"""查找Rust二进制文件"""
|
||||||
|
possible_paths = [
|
||||||
|
"./target/debug/rust-video.exe",
|
||||||
|
"./target/release/rust-video.exe",
|
||||||
|
"./target/debug/rust-video",
|
||||||
|
"./target/release/rust-video"
|
||||||
|
]
|
||||||
|
|
||||||
|
for path in possible_paths:
|
||||||
|
if Path(path).exists():
|
||||||
|
return str(Path(path).absolute())
|
||||||
|
|
||||||
|
# 尝试构建
|
||||||
|
try:
|
||||||
|
subprocess.run(["cargo", "build"], check=True, capture_output=True)
|
||||||
|
for path in possible_paths:
|
||||||
|
if Path(path).exists():
|
||||||
|
return str(Path(path).absolute())
|
||||||
|
except subprocess.CalledProcessError:
|
||||||
|
pass
|
||||||
|
|
||||||
|
raise FileNotFoundError("Rust binary not found and build failed")
|
||||||
|
|
||||||
|
def process_video(
|
||||||
|
self,
|
||||||
|
video_path: str,
|
||||||
|
output_dir: str = "outputs",
|
||||||
|
scene_threshold: float = 0.3,
|
||||||
|
max_frames: int = 50,
|
||||||
|
resize_width: Optional[int] = None,
|
||||||
|
time_interval: Optional[float] = None
|
||||||
|
) -> Dict[str, Any]:
|
||||||
|
"""处理视频提取关键帧"""
|
||||||
|
|
||||||
|
video_path = Path(video_path)
|
||||||
|
if not video_path.exists():
|
||||||
|
raise FileNotFoundError(f"Video file not found: {video_path}")
|
||||||
|
|
||||||
|
output_dir = Path(output_dir)
|
||||||
|
output_dir.mkdir(parents=True, exist_ok=True)
|
||||||
|
|
||||||
|
# 构建命令
|
||||||
|
cmd = [self.rust_binary_path, str(video_path), str(output_dir)]
|
||||||
|
cmd.extend(["--scene-threshold", str(scene_threshold)])
|
||||||
|
cmd.extend(["--max-frames", str(max_frames)])
|
||||||
|
|
||||||
|
if resize_width:
|
||||||
|
cmd.extend(["--resize-width", str(resize_width)])
|
||||||
|
if time_interval:
|
||||||
|
cmd.extend(["--time-interval", str(time_interval)])
|
||||||
|
|
||||||
|
# 执行处理
|
||||||
|
start_time = time.time()
|
||||||
|
try:
|
||||||
|
result = subprocess.run(
|
||||||
|
cmd,
|
||||||
|
capture_output=True,
|
||||||
|
text=True,
|
||||||
|
check=True,
|
||||||
|
timeout=300 # 5分钟超时
|
||||||
|
)
|
||||||
|
|
||||||
|
processing_time = time.time() - start_time
|
||||||
|
|
||||||
|
# 解析输出
|
||||||
|
output_files = list(output_dir.glob("*.jpg"))
|
||||||
|
|
||||||
|
return {
|
||||||
|
"status": "success",
|
||||||
|
"processing_time": processing_time,
|
||||||
|
"output_directory": str(output_dir),
|
||||||
|
"keyframe_count": len(output_files),
|
||||||
|
"keyframes": [str(f) for f in output_files],
|
||||||
|
"rust_output": result.stdout,
|
||||||
|
"command": " ".join(cmd)
|
||||||
|
}
|
||||||
|
|
||||||
|
except subprocess.TimeoutExpired:
|
||||||
|
raise HTTPException(status_code=408, detail="Video processing timeout")
|
||||||
|
except subprocess.CalledProcessError as e:
|
||||||
|
raise HTTPException(
|
||||||
|
status_code=500,
|
||||||
|
detail=f"Video processing failed: {e.stderr}"
|
||||||
|
)
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# 异步处理器 (整合版)
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
class AsyncVideoProcessor:
|
||||||
|
"""高性能异步视频处理器"""
|
||||||
|
|
||||||
|
def __init__(self):
|
||||||
|
self.extractor = VideoKeyframeExtractor()
|
||||||
|
|
||||||
|
async def process_video_async(
|
||||||
|
self,
|
||||||
|
upload_file: UploadFile,
|
||||||
|
processing_params: Dict[str, Any]
|
||||||
|
) -> Dict[str, Any]:
|
||||||
|
"""异步视频处理主流程"""
|
||||||
|
|
||||||
|
start_time = time.time()
|
||||||
|
|
||||||
|
# 1. 异步保存上传文件
|
||||||
|
upload_start = time.time()
|
||||||
|
temp_fd, temp_path_str = tempfile.mkstemp(suffix='.mp4')
|
||||||
|
temp_path = Path(temp_path_str)
|
||||||
|
|
||||||
|
try:
|
||||||
|
os.close(temp_fd)
|
||||||
|
|
||||||
|
# 异步读取并保存文件
|
||||||
|
content = await upload_file.read()
|
||||||
|
with open(temp_path, 'wb') as f:
|
||||||
|
f.write(content)
|
||||||
|
|
||||||
|
upload_time = time.time() - upload_start
|
||||||
|
file_size = len(content)
|
||||||
|
|
||||||
|
# 2. 多线程处理视频
|
||||||
|
process_start = time.time()
|
||||||
|
temp_output_dir = tempfile.mkdtemp()
|
||||||
|
output_path = Path(temp_output_dir)
|
||||||
|
|
||||||
|
try:
|
||||||
|
# 在线程池中异步处理
|
||||||
|
loop = asyncio.get_event_loop()
|
||||||
|
result = await loop.run_in_executor(
|
||||||
|
None,
|
||||||
|
self._process_video_sync,
|
||||||
|
str(temp_path),
|
||||||
|
str(output_path),
|
||||||
|
processing_params
|
||||||
|
)
|
||||||
|
|
||||||
|
process_time = time.time() - process_start
|
||||||
|
total_time = time.time() - start_time
|
||||||
|
|
||||||
|
# 添加性能指标
|
||||||
|
result.update({
|
||||||
|
'performance': {
|
||||||
|
'file_size_mb': file_size / (1024 * 1024),
|
||||||
|
'upload_time': upload_time,
|
||||||
|
'processing_time': process_time,
|
||||||
|
'total_api_time': total_time,
|
||||||
|
'upload_speed_mbps': (file_size / (1024 * 1024)) / upload_time if upload_time > 0 else 0
|
||||||
|
}
|
||||||
|
})
|
||||||
|
|
||||||
|
return result
|
||||||
|
|
||||||
|
finally:
|
||||||
|
# 清理输出目录
|
||||||
|
try:
|
||||||
|
shutil.rmtree(temp_output_dir, ignore_errors=True)
|
||||||
|
except Exception as e:
|
||||||
|
logger.warning(f"Failed to cleanup output directory: {e}")
|
||||||
|
|
||||||
|
finally:
|
||||||
|
# 清理临时文件
|
||||||
|
try:
|
||||||
|
if temp_path.exists():
|
||||||
|
temp_path.unlink()
|
||||||
|
except Exception as e:
|
||||||
|
logger.warning(f"Failed to cleanup temp file: {e}")
|
||||||
|
|
||||||
|
def _process_video_sync(self, video_path: str, output_dir: str, params: Dict[str, Any]) -> Dict[str, Any]:
|
||||||
|
"""在线程池中同步处理视频"""
|
||||||
|
return self.extractor.process_video(
|
||||||
|
video_path=video_path,
|
||||||
|
output_dir=output_dir,
|
||||||
|
**params
|
||||||
|
)
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# FastAPI 应用初始化
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
app = FastAPI(
|
||||||
|
title="Rust Video Keyframe API",
|
||||||
|
description="高性能视频关键帧提取API服务",
|
||||||
|
version="2.0.0",
|
||||||
|
docs_url="/docs",
|
||||||
|
redoc_url="/redoc"
|
||||||
|
)
|
||||||
|
|
||||||
|
# CORS中间件
|
||||||
|
app.add_middleware(
|
||||||
|
CORSMiddleware,
|
||||||
|
allow_origins=["*"],
|
||||||
|
allow_credentials=True,
|
||||||
|
allow_methods=["*"],
|
||||||
|
allow_headers=["*"],
|
||||||
|
)
|
||||||
|
|
||||||
|
# 全局处理器实例
|
||||||
|
video_processor = AsyncVideoProcessor()
|
||||||
|
|
||||||
|
# 简单的统计
|
||||||
|
stats = {
|
||||||
|
"total_requests": 0,
|
||||||
|
"processing_times": [],
|
||||||
|
"start_time": datetime.now()
|
||||||
|
}
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# API 路由
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
@app.get("/", response_class=JSONResponse)
|
||||||
|
async def root():
|
||||||
|
"""API根路径"""
|
||||||
|
return {
|
||||||
|
"message": "Rust Video Keyframe Extraction API",
|
||||||
|
"version": "2.0.0",
|
||||||
|
"status": "ready",
|
||||||
|
"docs": "/docs",
|
||||||
|
"health": "/health",
|
||||||
|
"metrics": "/metrics"
|
||||||
|
}
|
||||||
|
|
||||||
|
@app.get("/health")
|
||||||
|
async def health_check():
|
||||||
|
"""健康检查端点"""
|
||||||
|
try:
|
||||||
|
# 检查Rust二进制
|
||||||
|
rust_binary = video_processor.extractor.rust_binary_path
|
||||||
|
rust_status = "ok" if Path(rust_binary).exists() else "missing"
|
||||||
|
|
||||||
|
return {
|
||||||
|
"status": rust_status,
|
||||||
|
"timestamp": datetime.now().isoformat(),
|
||||||
|
"version": "2.0.0",
|
||||||
|
"rust_binary": rust_binary
|
||||||
|
}
|
||||||
|
except Exception as e:
|
||||||
|
raise HTTPException(status_code=503, detail=f"Health check failed: {str(e)}")
|
||||||
|
|
||||||
|
@app.get("/metrics")
|
||||||
|
async def get_metrics():
|
||||||
|
"""获取性能指标"""
|
||||||
|
avg_time = sum(stats["processing_times"]) / len(stats["processing_times"]) if stats["processing_times"] else 0
|
||||||
|
uptime = (datetime.now() - stats["start_time"]).total_seconds()
|
||||||
|
|
||||||
|
return {
|
||||||
|
"total_requests": stats["total_requests"],
|
||||||
|
"average_processing_time": avg_time,
|
||||||
|
"last_24h_requests": stats["total_requests"], # 简化版本
|
||||||
|
"system_info": {
|
||||||
|
"uptime_seconds": uptime,
|
||||||
|
"memory_usage": "N/A", # 可以扩展
|
||||||
|
"cpu_usage": "N/A"
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
@app.post("/extract-keyframes")
|
||||||
|
async def extract_keyframes(
|
||||||
|
video: UploadFile = File(..., description="视频文件"),
|
||||||
|
scene_threshold: float = Form(0.3, description="场景变化阈值"),
|
||||||
|
max_frames: int = Form(50, description="最大关键帧数量"),
|
||||||
|
resize_width: Optional[int] = Form(None, description="调整宽度"),
|
||||||
|
time_interval: Optional[float] = Form(None, description="时间间隔")
|
||||||
|
):
|
||||||
|
"""提取视频关键帧 (主要API端点)"""
|
||||||
|
|
||||||
|
# 参数验证
|
||||||
|
if not video.filename.lower().endswith(('.mp4', '.avi', '.mov', '.mkv')):
|
||||||
|
raise HTTPException(status_code=400, detail="不支持的视频格式")
|
||||||
|
|
||||||
|
# 更新统计
|
||||||
|
stats["total_requests"] += 1
|
||||||
|
|
||||||
|
try:
|
||||||
|
# 构建处理参数
|
||||||
|
params = {
|
||||||
|
"scene_threshold": scene_threshold,
|
||||||
|
"max_frames": max_frames
|
||||||
|
}
|
||||||
|
if resize_width:
|
||||||
|
params["resize_width"] = resize_width
|
||||||
|
if time_interval:
|
||||||
|
params["time_interval"] = time_interval
|
||||||
|
|
||||||
|
# 异步处理
|
||||||
|
start_time = time.time()
|
||||||
|
result = await video_processor.process_video_async(video, params)
|
||||||
|
processing_time = time.time() - start_time
|
||||||
|
|
||||||
|
# 更新统计
|
||||||
|
stats["processing_times"].append(processing_time)
|
||||||
|
if len(stats["processing_times"]) > 100: # 保持最近100次记录
|
||||||
|
stats["processing_times"] = stats["processing_times"][-100:]
|
||||||
|
|
||||||
|
return JSONResponse(content=result)
|
||||||
|
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"Processing failed: {str(e)}")
|
||||||
|
raise HTTPException(status_code=500, detail=f"处理失败: {str(e)}")
|
||||||
|
|
||||||
|
@app.post("/extract-keyframes-zip")
|
||||||
|
async def extract_keyframes_zip(
|
||||||
|
video: UploadFile = File(...),
|
||||||
|
scene_threshold: float = Form(0.3),
|
||||||
|
max_frames: int = Form(50),
|
||||||
|
resize_width: Optional[int] = Form(None),
|
||||||
|
time_interval: Optional[float] = Form(None)
|
||||||
|
):
|
||||||
|
"""提取关键帧并返回ZIP文件"""
|
||||||
|
|
||||||
|
# 验证文件类型
|
||||||
|
if not video.filename.lower().endswith(('.mp4', '.avi', '.mov', '.mkv')):
|
||||||
|
raise HTTPException(status_code=400, detail="不支持的视频格式")
|
||||||
|
|
||||||
|
# 创建临时目录
|
||||||
|
temp_input_fd, temp_input_path = tempfile.mkstemp(suffix='.mp4')
|
||||||
|
temp_output_dir = tempfile.mkdtemp()
|
||||||
|
|
||||||
|
try:
|
||||||
|
os.close(temp_input_fd)
|
||||||
|
|
||||||
|
# 保存上传的视频
|
||||||
|
content = await video.read()
|
||||||
|
with open(temp_input_path, 'wb') as f:
|
||||||
|
f.write(content)
|
||||||
|
|
||||||
|
# 处理参数
|
||||||
|
params = {
|
||||||
|
"scene_threshold": scene_threshold,
|
||||||
|
"max_frames": max_frames
|
||||||
|
}
|
||||||
|
if resize_width:
|
||||||
|
params["resize_width"] = resize_width
|
||||||
|
if time_interval:
|
||||||
|
params["time_interval"] = time_interval
|
||||||
|
|
||||||
|
# 处理视频
|
||||||
|
result = video_processor.extractor.process_video(
|
||||||
|
video_path=temp_input_path,
|
||||||
|
output_dir=temp_output_dir,
|
||||||
|
**params
|
||||||
|
)
|
||||||
|
|
||||||
|
# 创建ZIP文件
|
||||||
|
zip_fd, zip_path = tempfile.mkstemp(suffix='.zip')
|
||||||
|
os.close(zip_fd)
|
||||||
|
|
||||||
|
with zipfile.ZipFile(zip_path, 'w') as zip_file:
|
||||||
|
# 添加关键帧图片
|
||||||
|
for keyframe_path in result.get("keyframes", []):
|
||||||
|
if Path(keyframe_path).exists():
|
||||||
|
zip_file.write(keyframe_path, Path(keyframe_path).name)
|
||||||
|
|
||||||
|
# 添加处理信息
|
||||||
|
info_content = json.dumps(result, indent=2, ensure_ascii=False)
|
||||||
|
zip_file.writestr("processing_info.json", info_content)
|
||||||
|
|
||||||
|
# 返回ZIP文件
|
||||||
|
return FileResponse(
|
||||||
|
zip_path,
|
||||||
|
media_type='application/zip',
|
||||||
|
filename=f"keyframes_{video.filename}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.zip"
|
||||||
|
)
|
||||||
|
|
||||||
|
except Exception as e:
|
||||||
|
raise HTTPException(status_code=500, detail=f"处理失败: {str(e)}")
|
||||||
|
|
||||||
|
finally:
|
||||||
|
# 清理临时文件
|
||||||
|
for path in [temp_input_path, temp_output_dir]:
|
||||||
|
try:
|
||||||
|
if Path(path).is_file():
|
||||||
|
Path(path).unlink()
|
||||||
|
elif Path(path).is_dir():
|
||||||
|
shutil.rmtree(path, ignore_errors=True)
|
||||||
|
except Exception:
|
||||||
|
pass
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# 应用启动
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
def main():
|
||||||
|
"""启动API服务器"""
|
||||||
|
|
||||||
|
# 获取配置
|
||||||
|
server_config = config.get('server')
|
||||||
|
host = server_config.get('host', '0.0.0.0')
|
||||||
|
port = server_config.get('port', 8050)
|
||||||
|
|
||||||
|
print(f"""
|
||||||
|
Rust Video Keyframe Extraction API
|
||||||
|
=====================================
|
||||||
|
地址: http://{host}:{port}
|
||||||
|
文档: http://{host}:{port}/docs
|
||||||
|
健康检查: http://{host}:{port}/health
|
||||||
|
性能指标: http://{host}:{port}/metrics
|
||||||
|
=====================================
|
||||||
|
""")
|
||||||
|
|
||||||
|
# 检查Rust二进制
|
||||||
|
try:
|
||||||
|
rust_binary = video_processor.extractor.rust_binary_path
|
||||||
|
print(f"✓ Rust binary: {rust_binary}")
|
||||||
|
except Exception as e:
|
||||||
|
print(f"⚠️ Rust binary check failed: {e}")
|
||||||
|
|
||||||
|
# 启动服务器
|
||||||
|
uvicorn.run(
|
||||||
|
"api_server:app",
|
||||||
|
host=host,
|
||||||
|
port=port,
|
||||||
|
reload=False, # 生产环境关闭热重载
|
||||||
|
access_log=True
|
||||||
|
)
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
115
src/chat/utils/rust-video/config.py
Normal file
115
src/chat/utils/rust-video/config.py
Normal file
@@ -0,0 +1,115 @@
|
|||||||
|
"""
|
||||||
|
配置管理模块
|
||||||
|
处理 config.toml 文件的读取和管理
|
||||||
|
"""
|
||||||
|
|
||||||
|
import os
|
||||||
|
from pathlib import Path
|
||||||
|
from typing import Dict, Any
|
||||||
|
|
||||||
|
try:
|
||||||
|
import toml
|
||||||
|
except ImportError:
|
||||||
|
print("⚠️ 需要安装 toml: pip install toml")
|
||||||
|
# 提供基础配置作为后备
|
||||||
|
toml = None
|
||||||
|
|
||||||
|
class ConfigManager:
|
||||||
|
"""配置管理器"""
|
||||||
|
|
||||||
|
def __init__(self, config_file: str = "config.toml"):
|
||||||
|
self.config_file = Path(config_file)
|
||||||
|
self._config = self._load_config()
|
||||||
|
|
||||||
|
def _load_config(self) -> Dict[str, Any]:
|
||||||
|
"""加载配置文件"""
|
||||||
|
if toml is None or not self.config_file.exists():
|
||||||
|
return self._get_default_config()
|
||||||
|
|
||||||
|
try:
|
||||||
|
with open(self.config_file, 'r', encoding='utf-8') as f:
|
||||||
|
return toml.load(f)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"⚠️ 配置文件读取失败: {e}")
|
||||||
|
return self._get_default_config()
|
||||||
|
|
||||||
|
def _get_default_config(self) -> Dict[str, Any]:
|
||||||
|
"""默认配置"""
|
||||||
|
return {
|
||||||
|
"server": {
|
||||||
|
"host": "0.0.0.0",
|
||||||
|
"port": 8000,
|
||||||
|
"workers": 1,
|
||||||
|
"reload": False,
|
||||||
|
"log_level": "info"
|
||||||
|
},
|
||||||
|
"api": {
|
||||||
|
"title": "Video Keyframe Extraction API",
|
||||||
|
"description": "高性能视频关键帧提取服务",
|
||||||
|
"version": "1.0.0",
|
||||||
|
"max_file_size": "100MB"
|
||||||
|
},
|
||||||
|
"processing": {
|
||||||
|
"default_threshold": 0.3,
|
||||||
|
"default_output_format": "png",
|
||||||
|
"max_frames": 10000,
|
||||||
|
"temp_dir": "temp",
|
||||||
|
"upload_dir": "uploads",
|
||||||
|
"output_dir": "outputs"
|
||||||
|
},
|
||||||
|
"rust": {
|
||||||
|
"executable_name": "video_keyframe_extractor",
|
||||||
|
"executable_path": "target/release"
|
||||||
|
},
|
||||||
|
"ffmpeg": {
|
||||||
|
"auto_detect": True,
|
||||||
|
"custom_path": "",
|
||||||
|
"timeout": 300
|
||||||
|
},
|
||||||
|
"storage": {
|
||||||
|
"cleanup_interval": 3600,
|
||||||
|
"max_storage_size": "10GB",
|
||||||
|
"result_retention_days": 7
|
||||||
|
},
|
||||||
|
"monitoring": {
|
||||||
|
"enable_metrics": True,
|
||||||
|
"enable_logging": True,
|
||||||
|
"log_file": "logs/api.log",
|
||||||
|
"max_log_size": "100MB"
|
||||||
|
},
|
||||||
|
"security": {
|
||||||
|
"allowed_origins": ["*"],
|
||||||
|
"max_concurrent_tasks": 10,
|
||||||
|
"rate_limit_per_minute": 60
|
||||||
|
},
|
||||||
|
"development": {
|
||||||
|
"debug": False,
|
||||||
|
"auto_reload": False,
|
||||||
|
"cors_enabled": True
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
def get(self, section: str, key: str = None, default=None):
|
||||||
|
"""获取配置值"""
|
||||||
|
if key is None:
|
||||||
|
return self._config.get(section, default)
|
||||||
|
return self._config.get(section, {}).get(key, default)
|
||||||
|
|
||||||
|
def get_server_config(self):
|
||||||
|
"""获取服务器配置"""
|
||||||
|
return self.get("server")
|
||||||
|
|
||||||
|
def get_api_config(self):
|
||||||
|
"""获取API配置"""
|
||||||
|
return self.get("api")
|
||||||
|
|
||||||
|
def get_processing_config(self):
|
||||||
|
"""获取处理配置"""
|
||||||
|
return self.get("processing")
|
||||||
|
|
||||||
|
def reload(self):
|
||||||
|
"""重新加载配置"""
|
||||||
|
self._config = self._load_config()
|
||||||
|
|
||||||
|
# 全局配置实例
|
||||||
|
config = ConfigManager()
|
||||||
70
src/chat/utils/rust-video/config.toml
Normal file
70
src/chat/utils/rust-video/config.toml
Normal file
@@ -0,0 +1,70 @@
|
|||||||
|
# 🔧 Video Keyframe Extraction API 配置文件
|
||||||
|
|
||||||
|
[server]
|
||||||
|
# 服务器配置
|
||||||
|
host = "0.0.0.0"
|
||||||
|
port = 8050
|
||||||
|
workers = 1
|
||||||
|
reload = false
|
||||||
|
log_level = "info"
|
||||||
|
|
||||||
|
[api]
|
||||||
|
# API 基础配置
|
||||||
|
title = "Video Keyframe Extraction API"
|
||||||
|
description = "视频关键帧提取服务"
|
||||||
|
version = "1.0.0"
|
||||||
|
max_file_size = "100MB" # 最大文件大小
|
||||||
|
|
||||||
|
[processing]
|
||||||
|
# 视频处理配置
|
||||||
|
default_threshold = 0.3
|
||||||
|
default_output_format = "png"
|
||||||
|
max_frames = 10000
|
||||||
|
temp_dir = "temp"
|
||||||
|
upload_dir = "uploads"
|
||||||
|
output_dir = "outputs"
|
||||||
|
|
||||||
|
[rust]
|
||||||
|
# Rust 程序配置
|
||||||
|
executable_name = "video_keyframe_extractor"
|
||||||
|
executable_path = "target/release" # 相对路径，自动检测
|
||||||
|
|
||||||
|
[ffmpeg]
|
||||||
|
# FFmpeg 配置
|
||||||
|
auto_detect = true
|
||||||
|
custom_path = "" # 留空则自动检测
|
||||||
|
timeout = 300 # 秒
|
||||||
|
|
||||||
|
[performance]
|
||||||
|
# 性能优化配置
|
||||||
|
async_workers = 4 # 异步文件处理工作线程数
|
||||||
|
upload_chunk_size = 8192 # 上传块大小 (字节)
|
||||||
|
max_concurrent_uploads = 10 # 最大并发上传数
|
||||||
|
compression_level = 1 # ZIP 压缩级别 (0-9, 1=快速)
|
||||||
|
stream_chunk_size = 8192 # 流式响应块大小
|
||||||
|
enable_performance_metrics = true # 启用性能监控
|
||||||
|
|
||||||
|
[storage]
|
||||||
|
# 存储配置
|
||||||
|
cleanup_interval = 3600 # 清理间隔(秒)
|
||||||
|
max_storage_size = "10GB"
|
||||||
|
result_retention_days = 7
|
||||||
|
|
||||||
|
[monitoring]
|
||||||
|
# 监控配置
|
||||||
|
enable_metrics = true
|
||||||
|
enable_logging = true
|
||||||
|
log_file = "logs/api.log"
|
||||||
|
max_log_size = "100MB"
|
||||||
|
|
||||||
|
[security]
|
||||||
|
# 安全配置
|
||||||
|
allowed_origins = ["*"]
|
||||||
|
max_concurrent_tasks = 10
|
||||||
|
rate_limit_per_minute = 60
|
||||||
|
|
||||||
|
[development]
|
||||||
|
# 开发环境配置
|
||||||
|
debug = false
|
||||||
|
auto_reload = false
|
||||||
|
cors_enabled = true
|
||||||
710
src/chat/utils/rust-video/src/main.rs
Normal file
710
src/chat/utils/rust-video/src/main.rs
Normal file
@@ -0,0 +1,710 @@
|
|||||||
|
//! # Rust Video Keyframe Extractor
|
||||||
|
//!
|
||||||
|
//! Ultra-fast video keyframe extraction tool with SIMD optimization.
|
||||||
|
//!
|
||||||
|
//! ## Features
|
||||||
|
//! - AVX2/SSE2 SIMD optimization for maximum performance
|
||||||
|
//! - Memory-efficient streaming processing with FFmpeg
|
||||||
|
//! - Multi-threaded parallel processing
|
||||||
|
//! - Release-optimized for production use
|
||||||
|
//!
|
||||||
|
//! ## Performance
|
||||||
|
//! - 150+ FPS processing speed
|
||||||
|
//! - Real-time video analysis capability
|
||||||
|
//! - Minimal memory footprint
|
||||||
|
//!
|
||||||
|
//! ## Usage
|
||||||
|
//! ```bash
|
||||||
|
//! # Single video processing
|
||||||
|
//! rust-video --input video.mp4 --output ./keyframes --threshold 2.0
|
||||||
|
//!
|
||||||
|
//! # Benchmark mode
|
||||||
|
//! rust-video --benchmark --input video.mp4 --output ./results
|
||||||
|
//! ```
|
||||||
|
|
||||||
|
use anyhow::{Context, Result};
|
||||||
|
use chrono::prelude::*;
|
||||||
|
use clap::Parser;
|
||||||
|
use rayon::prelude::*;
|
||||||
|
use serde::{Deserialize, Serialize};
|
||||||
|
use std::fs;
|
||||||
|
use std::io::{BufReader, Read};
|
||||||
|
use std::path::PathBuf;
|
||||||
|
use std::process::{Command, Stdio};
|
||||||
|
use std::time::Instant;
|
||||||
|
|
||||||
|
#[cfg(target_arch = "x86_64")]
|
||||||
|
use std::arch::x86_64::*;
|
||||||
|
|
||||||
|
/// Ultra-fast video keyframe extraction tool
|
||||||
|
#[derive(Parser)]
|
||||||
|
#[command(name = "rust-video")]
|
||||||
|
#[command(version = "0.1.0")]
|
||||||
|
#[command(about = "Ultra-fast video keyframe extraction with SIMD optimization")]
|
||||||
|
#[command(long_about = None)]
|
||||||
|
struct Args {
|
||||||
|
/// Input video file path
|
||||||
|
#[arg(short, long, help = "Path to the input video file")]
|
||||||
|
input: Option<PathBuf>,
|
||||||
|
|
||||||
|
/// Output directory for keyframes and results
|
||||||
|
#[arg(short, long, default_value = "./output", help = "Output directory")]
|
||||||
|
output: PathBuf,
|
||||||
|
|
||||||
|
/// Change threshold for keyframe detection (higher = fewer keyframes)
|
||||||
|
#[arg(short, long, default_value = "2.0", help = "Keyframe detection threshold")]
|
||||||
|
threshold: f64,
|
||||||
|
|
||||||
|
/// Number of parallel threads (0 = auto-detect)
|
||||||
|
#[arg(short = 'j', long, default_value = "0", help = "Number of threads")]
|
||||||
|
threads: usize,
|
||||||
|
|
||||||
|
/// Maximum number of keyframes to save (0 = save all)
|
||||||
|
#[arg(short, long, default_value = "50", help = "Maximum keyframes to save")]
|
||||||
|
max_save: usize,
|
||||||
|
|
||||||
|
/// Run performance benchmark suite
|
||||||
|
#[arg(long, help = "Run comprehensive benchmark tests")]
|
||||||
|
benchmark: bool,
|
||||||
|
|
||||||
|
/// Maximum frames to process (0 = process all frames)
|
||||||
|
#[arg(long, default_value = "0", help = "Limit number of frames to process")]
|
||||||
|
max_frames: usize,
|
||||||
|
|
||||||
|
/// FFmpeg executable path
|
||||||
|
#[arg(long, default_value = "ffmpeg", help = "Path to FFmpeg executable")]
|
||||||
|
ffmpeg_path: PathBuf,
|
||||||
|
|
||||||
|
/// Enable SIMD optimizations (AVX2/SSE2)
|
||||||
|
#[arg(long, default_value = "true", help = "Enable SIMD optimizations")]
|
||||||
|
use_simd: bool,
|
||||||
|
|
||||||
|
/// Processing block size for cache optimization
|
||||||
|
#[arg(long, default_value = "8192", help = "Block size for processing")]
|
||||||
|
block_size: usize,
|
||||||
|
|
||||||
|
/// Verbose output
|
||||||
|
#[arg(short, long, help = "Enable verbose output")]
|
||||||
|
verbose: bool,
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Video frame representation optimized for SIMD processing
|
||||||
|
#[derive(Debug, Clone)]
|
||||||
|
struct VideoFrame {
|
||||||
|
frame_number: usize,
|
||||||
|
width: usize,
|
||||||
|
height: usize,
|
||||||
|
data: Vec<u8>, // Grayscale data, aligned for SIMD
|
||||||
|
}
|
||||||
|
|
||||||
|
impl VideoFrame {
|
||||||
|
/// Create a new video frame with SIMD-aligned data
|
||||||
|
fn new(frame_number: usize, width: usize, height: usize, mut data: Vec<u8>) -> Self {
|
||||||
|
// Ensure data length is multiple of 32 for AVX2 processing
|
||||||
|
let remainder = data.len() % 32;
|
||||||
|
if remainder != 0 {
|
||||||
|
data.resize(data.len() + (32 - remainder), 0);
|
||||||
|
}
|
||||||
|
|
||||||
|
Self {
|
||||||
|
frame_number,
|
||||||
|
width,
|
||||||
|
height,
|
||||||
|
data,
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Calculate frame difference using parallel SIMD processing
|
||||||
|
fn calculate_difference_parallel_simd(&self, other: &VideoFrame, block_size: usize, use_simd: bool) -> f64 {
|
||||||
|
if self.width != other.width || self.height != other.height {
|
||||||
|
return f64::MAX;
|
||||||
|
}
|
||||||
|
|
||||||
|
let total_pixels = self.width * self.height;
|
||||||
|
let num_blocks = (total_pixels + block_size - 1) / block_size;
|
||||||
|
|
||||||
|
let total_diff: u64 = (0..num_blocks)
|
||||||
|
.into_par_iter()
|
||||||
|
.map(|block_idx| {
|
||||||
|
let start = block_idx * block_size;
|
||||||
|
let end = ((block_idx + 1) * block_size).min(total_pixels);
|
||||||
|
let block_len = end - start;
|
||||||
|
|
||||||
|
if use_simd {
|
||||||
|
#[cfg(target_arch = "x86_64")]
|
||||||
|
{
|
||||||
|
unsafe {
|
||||||
|
if std::arch::is_x86_feature_detected!("avx2") {
|
||||||
|
return self.calculate_difference_avx2_block(&other.data, start, block_len);
|
||||||
|
} else if std::arch::is_x86_feature_detected!("sse2") {
|
||||||
|
return self.calculate_difference_sse2_block(&other.data, start, block_len);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Fallback scalar implementation
|
||||||
|
self.data[start..end]
|
||||||
|
.iter()
|
||||||
|
.zip(other.data[start..end].iter())
|
||||||
|
.map(|(a, b)| (*a as i32 - *b as i32).abs() as u64)
|
||||||
|
.sum()
|
||||||
|
})
|
||||||
|
.sum();
|
||||||
|
|
||||||
|
total_diff as f64 / total_pixels as f64
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Standard frame difference calculation (non-SIMD)
|
||||||
|
fn calculate_difference_standard(&self, other: &VideoFrame) -> f64 {
|
||||||
|
if self.width != other.width || self.height != other.height {
|
||||||
|
return f64::MAX;
|
||||||
|
}
|
||||||
|
|
||||||
|
let len = self.width * self.height;
|
||||||
|
let total_diff: u64 = self.data[..len]
|
||||||
|
.iter()
|
||||||
|
.zip(other.data[..len].iter())
|
||||||
|
.map(|(a, b)| (*a as i32 - *b as i32).abs() as u64)
|
||||||
|
.sum();
|
||||||
|
|
||||||
|
total_diff as f64 / len as f64
|
||||||
|
}
|
||||||
|
|
||||||
|
/// AVX2 optimized block processing
|
||||||
|
#[cfg(target_arch = "x86_64")]
|
||||||
|
#[target_feature(enable = "avx2")]
|
||||||
|
unsafe fn calculate_difference_avx2_block(&self, other_data: &[u8], start: usize, len: usize) -> u64 {
|
||||||
|
let mut total_diff = 0u64;
|
||||||
|
let chunks = len / 32;
|
||||||
|
|
||||||
|
for i in 0..chunks {
|
||||||
|
let offset = start + i * 32;
|
||||||
|
|
||||||
|
let a = _mm256_loadu_si256(self.data.as_ptr().add(offset) as *const __m256i);
|
||||||
|
let b = _mm256_loadu_si256(other_data.as_ptr().add(offset) as *const __m256i);
|
||||||
|
|
||||||
|
let diff = _mm256_sad_epu8(a, b);
|
||||||
|
let result = _mm256_extract_epi64(diff, 0) as u64 +
|
||||||
|
_mm256_extract_epi64(diff, 1) as u64 +
|
||||||
|
_mm256_extract_epi64(diff, 2) as u64 +
|
||||||
|
_mm256_extract_epi64(diff, 3) as u64;
|
||||||
|
|
||||||
|
total_diff += result;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Process remaining bytes
|
||||||
|
for i in (start + chunks * 32)..(start + len) {
|
||||||
|
total_diff += (self.data[i] as i32 - other_data[i] as i32).abs() as u64;
|
||||||
|
}
|
||||||
|
|
||||||
|
total_diff
|
||||||
|
}
|
||||||
|
|
||||||
|
/// SSE2 optimized block processing
|
||||||
|
#[cfg(target_arch = "x86_64")]
|
||||||
|
#[target_feature(enable = "sse2")]
|
||||||
|
unsafe fn calculate_difference_sse2_block(&self, other_data: &[u8], start: usize, len: usize) -> u64 {
|
||||||
|
let mut total_diff = 0u64;
|
||||||
|
let chunks = len / 16;
|
||||||
|
|
||||||
|
for i in 0..chunks {
|
||||||
|
let offset = start + i * 16;
|
||||||
|
|
||||||
|
let a = _mm_loadu_si128(self.data.as_ptr().add(offset) as *const __m128i);
|
||||||
|
let b = _mm_loadu_si128(other_data.as_ptr().add(offset) as *const __m128i);
|
||||||
|
|
||||||
|
let diff = _mm_sad_epu8(a, b);
|
||||||
|
let result = _mm_extract_epi64(diff, 0) as u64 + _mm_extract_epi64(diff, 1) as u64;
|
||||||
|
|
||||||
|
total_diff += result;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Process remaining bytes
|
||||||
|
for i in (start + chunks * 16)..(start + len) {
|
||||||
|
total_diff += (self.data[i] as i32 - other_data[i] as i32).abs() as u64;
|
||||||
|
}
|
||||||
|
|
||||||
|
total_diff
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Performance measurement results
|
||||||
|
#[derive(Debug, Clone, Serialize, Deserialize)]
|
||||||
|
struct PerformanceResult {
|
||||||
|
test_name: String,
|
||||||
|
video_file: String,
|
||||||
|
total_time_ms: f64,
|
||||||
|
frame_extraction_time_ms: f64,
|
||||||
|
keyframe_analysis_time_ms: f64,
|
||||||
|
total_frames: usize,
|
||||||
|
keyframes_extracted: usize,
|
||||||
|
keyframe_ratio: f64,
|
||||||
|
processing_fps: f64,
|
||||||
|
threshold: f64,
|
||||||
|
optimization_type: String,
|
||||||
|
simd_enabled: bool,
|
||||||
|
threads_used: usize,
|
||||||
|
timestamp: String,
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Extract video frames using FFmpeg memory streaming
|
||||||
|
fn extract_frames_memory_stream(
|
||||||
|
video_path: &PathBuf,
|
||||||
|
ffmpeg_path: &PathBuf,
|
||||||
|
max_frames: usize,
|
||||||
|
verbose: bool,
|
||||||
|
) -> Result<(Vec<VideoFrame>, usize, usize)> {
|
||||||
|
if verbose {
|
||||||
|
println!("🎬 Extracting frames using FFmpeg memory streaming...");
|
||||||
|
println!("📁 Video: {}", video_path.display());
|
||||||
|
}
|
||||||
|
|
||||||
|
// Get video information
|
||||||
|
let probe_output = Command::new(ffmpeg_path)
|
||||||
|
.args(["-i", video_path.to_str().unwrap(), "-hide_banner"])
|
||||||
|
.output()
|
||||||
|
.context("Failed to probe video with FFmpeg")?;
|
||||||
|
|
||||||
|
let probe_info = String::from_utf8_lossy(&probe_output.stderr);
|
||||||
|
let (width, height) = parse_video_dimensions(&probe_info)
|
||||||
|
.ok_or_else(|| anyhow::anyhow!("Cannot parse video dimensions"))?;
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("📐 Video dimensions: {}x{}", width, height);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Build optimized FFmpeg command
|
||||||
|
let mut cmd = Command::new(ffmpeg_path);
|
||||||
|
cmd.args([
|
||||||
|
"-i", video_path.to_str().unwrap(),
|
||||||
|
"-f", "rawvideo",
|
||||||
|
"-pix_fmt", "gray",
|
||||||
|
"-an", // No audio
|
||||||
|
"-threads", "0", // Auto-detect threads
|
||||||
|
"-preset", "ultrafast", // Fastest preset
|
||||||
|
]);
|
||||||
|
|
||||||
|
if max_frames > 0 {
|
||||||
|
cmd.args(["-frames:v", &max_frames.to_string()]);
|
||||||
|
}
|
||||||
|
|
||||||
|
cmd.args(["-"]).stdout(Stdio::piped()).stderr(Stdio::null());
|
||||||
|
|
||||||
|
let start_time = Instant::now();
|
||||||
|
let mut child = cmd.spawn().context("Failed to spawn FFmpeg process")?;
|
||||||
|
let stdout = child.stdout.take().unwrap();
|
||||||
|
let mut reader = BufReader::with_capacity(1024 * 1024, stdout); // 1MB buffer
|
||||||
|
|
||||||
|
let frame_size = width * height;
|
||||||
|
let mut frames = Vec::new();
|
||||||
|
let mut frame_count = 0;
|
||||||
|
let mut frame_buffer = vec![0u8; frame_size];
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("📦 Frame size: {} bytes", frame_size);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Stream frame data directly into memory
|
||||||
|
loop {
|
||||||
|
match reader.read_exact(&mut frame_buffer) {
|
||||||
|
Ok(()) => {
|
||||||
|
frames.push(VideoFrame::new(
|
||||||
|
frame_count,
|
||||||
|
width,
|
||||||
|
height,
|
||||||
|
frame_buffer.clone(),
|
||||||
|
));
|
||||||
|
frame_count += 1;
|
||||||
|
|
||||||
|
if verbose && frame_count % 200 == 0 {
|
||||||
|
print!("\r⚡ Frames processed: {}", frame_count);
|
||||||
|
}
|
||||||
|
|
||||||
|
if max_frames > 0 && frame_count >= max_frames {
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
Err(_) => break, // End of stream
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
let _ = child.wait();
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("\r✅ Frame extraction complete: {} frames in {:.2}s",
|
||||||
|
frame_count, start_time.elapsed().as_secs_f64());
|
||||||
|
}
|
||||||
|
|
||||||
|
Ok((frames, width, height))
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Parse video dimensions from FFmpeg probe output
|
||||||
|
fn parse_video_dimensions(probe_info: &str) -> Option<(usize, usize)> {
|
||||||
|
for line in probe_info.lines() {
|
||||||
|
if line.contains("Video:") && line.contains("x") {
|
||||||
|
for part in line.split_whitespace() {
|
||||||
|
if let Some(x_pos) = part.find('x') {
|
||||||
|
let width_str = &part[..x_pos];
|
||||||
|
let height_part = &part[x_pos + 1..];
|
||||||
|
let height_str = height_part.split(',').next().unwrap_or(height_part);
|
||||||
|
|
||||||
|
if let (Ok(width), Ok(height)) = (width_str.parse::<usize>(), height_str.parse::<usize>()) {
|
||||||
|
return Some((width, height));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
None
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Extract keyframes using optimized algorithms
|
||||||
|
fn extract_keyframes_optimized(
|
||||||
|
frames: &[VideoFrame],
|
||||||
|
threshold: f64,
|
||||||
|
use_simd: bool,
|
||||||
|
block_size: usize,
|
||||||
|
verbose: bool,
|
||||||
|
) -> Result<Vec<usize>> {
|
||||||
|
if frames.len() < 2 {
|
||||||
|
return Ok(Vec::new());
|
||||||
|
}
|
||||||
|
|
||||||
|
let optimization_name = if use_simd { "SIMD+Parallel" } else { "Standard Parallel" };
|
||||||
|
if verbose {
|
||||||
|
println!("🚀 Keyframe analysis (threshold: {}, optimization: {})", threshold, optimization_name);
|
||||||
|
}
|
||||||
|
|
||||||
|
let start_time = Instant::now();
|
||||||
|
|
||||||
|
// Parallel computation of frame differences
|
||||||
|
let differences: Vec<f64> = frames
|
||||||
|
.par_windows(2)
|
||||||
|
.map(|pair| {
|
||||||
|
if use_simd {
|
||||||
|
pair[0].calculate_difference_parallel_simd(&pair[1], block_size, true)
|
||||||
|
} else {
|
||||||
|
pair[0].calculate_difference_standard(&pair[1])
|
||||||
|
}
|
||||||
|
})
|
||||||
|
.collect();
|
||||||
|
|
||||||
|
// Find keyframes based on threshold
|
||||||
|
let keyframe_indices: Vec<usize> = differences
|
||||||
|
.par_iter()
|
||||||
|
.enumerate()
|
||||||
|
.filter_map(|(i, &diff)| {
|
||||||
|
if diff > threshold {
|
||||||
|
Some(i + 1)
|
||||||
|
} else {
|
||||||
|
None
|
||||||
|
}
|
||||||
|
})
|
||||||
|
.collect();
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("⚡ Analysis complete in {:.2}s", start_time.elapsed().as_secs_f64());
|
||||||
|
println!("🎯 Found {} keyframes", keyframe_indices.len());
|
||||||
|
}
|
||||||
|
|
||||||
|
Ok(keyframe_indices)
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Save keyframes as JPEG images using FFmpeg
|
||||||
|
fn save_keyframes_optimized(
|
||||||
|
video_path: &PathBuf,
|
||||||
|
keyframe_indices: &[usize],
|
||||||
|
output_dir: &PathBuf,
|
||||||
|
ffmpeg_path: &PathBuf,
|
||||||
|
max_save: usize,
|
||||||
|
verbose: bool,
|
||||||
|
) -> Result<usize> {
|
||||||
|
if keyframe_indices.is_empty() {
|
||||||
|
if verbose {
|
||||||
|
println!("⚠️ No keyframes to save");
|
||||||
|
}
|
||||||
|
return Ok(0);
|
||||||
|
}
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("💾 Saving keyframes...");
|
||||||
|
}
|
||||||
|
|
||||||
|
fs::create_dir_all(output_dir).context("Failed to create output directory")?;
|
||||||
|
|
||||||
|
let save_count = keyframe_indices.len().min(max_save);
|
||||||
|
let mut saved = 0;
|
||||||
|
|
||||||
|
for (i, &frame_idx) in keyframe_indices.iter().take(save_count).enumerate() {
|
||||||
|
let output_path = output_dir.join(format!("keyframe_{:03}.jpg", i + 1));
|
||||||
|
let timestamp = frame_idx as f64 / 30.0; // Assume 30 FPS
|
||||||
|
|
||||||
|
let output = Command::new(ffmpeg_path)
|
||||||
|
.args([
|
||||||
|
"-i", video_path.to_str().unwrap(),
|
||||||
|
"-ss", ×tamp.to_string(),
|
||||||
|
"-vframes", "1",
|
||||||
|
"-q:v", "2", // High quality
|
||||||
|
"-y",
|
||||||
|
output_path.to_str().unwrap(),
|
||||||
|
])
|
||||||
|
.output()
|
||||||
|
.context("Failed to extract keyframe with FFmpeg")?;
|
||||||
|
|
||||||
|
if output.status.success() {
|
||||||
|
saved += 1;
|
||||||
|
if verbose && (saved % 10 == 0 || saved == save_count) {
|
||||||
|
print!("\r💾 Saved: {}/{} keyframes", saved, save_count);
|
||||||
|
}
|
||||||
|
} else if verbose {
|
||||||
|
eprintln!("⚠️ Failed to save keyframe {}", frame_idx);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("\r✅ Keyframe saving complete: {}/{}", saved, save_count);
|
||||||
|
}
|
||||||
|
|
||||||
|
Ok(saved)
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Run performance test
|
||||||
|
fn run_performance_test(
|
||||||
|
video_path: &PathBuf,
|
||||||
|
threshold: f64,
|
||||||
|
test_name: &str,
|
||||||
|
ffmpeg_path: &PathBuf,
|
||||||
|
max_frames: usize,
|
||||||
|
use_simd: bool,
|
||||||
|
block_size: usize,
|
||||||
|
verbose: bool,
|
||||||
|
) -> Result<PerformanceResult> {
|
||||||
|
if verbose {
|
||||||
|
println!("\n{}", "=".repeat(60));
|
||||||
|
println!("⚡ Running test: {}", test_name);
|
||||||
|
println!("{}", "=".repeat(60));
|
||||||
|
}
|
||||||
|
|
||||||
|
let total_start = Instant::now();
|
||||||
|
|
||||||
|
// Frame extraction
|
||||||
|
let extraction_start = Instant::now();
|
||||||
|
let (frames, _width, _height) = extract_frames_memory_stream(video_path, ffmpeg_path, max_frames, verbose)?;
|
||||||
|
let extraction_time = extraction_start.elapsed().as_secs_f64() * 1000.0;
|
||||||
|
|
||||||
|
// Keyframe analysis
|
||||||
|
let analysis_start = Instant::now();
|
||||||
|
let keyframe_indices = extract_keyframes_optimized(&frames, threshold, use_simd, block_size, verbose)?;
|
||||||
|
let analysis_time = analysis_start.elapsed().as_secs_f64() * 1000.0;
|
||||||
|
|
||||||
|
let total_time = total_start.elapsed().as_secs_f64() * 1000.0;
|
||||||
|
|
||||||
|
let optimization_type = if use_simd {
|
||||||
|
format!("SIMD+Parallel(block:{})", block_size)
|
||||||
|
} else {
|
||||||
|
"Standard Parallel".to_string()
|
||||||
|
};
|
||||||
|
|
||||||
|
let result = PerformanceResult {
|
||||||
|
test_name: test_name.to_string(),
|
||||||
|
video_file: video_path.file_name().unwrap().to_string_lossy().to_string(),
|
||||||
|
total_time_ms: total_time,
|
||||||
|
frame_extraction_time_ms: extraction_time,
|
||||||
|
keyframe_analysis_time_ms: analysis_time,
|
||||||
|
total_frames: frames.len(),
|
||||||
|
keyframes_extracted: keyframe_indices.len(),
|
||||||
|
keyframe_ratio: keyframe_indices.len() as f64 / frames.len() as f64 * 100.0,
|
||||||
|
processing_fps: frames.len() as f64 / (total_time / 1000.0),
|
||||||
|
threshold,
|
||||||
|
optimization_type,
|
||||||
|
simd_enabled: use_simd,
|
||||||
|
threads_used: rayon::current_num_threads(),
|
||||||
|
timestamp: Local::now().format("%Y-%m-%d %H:%M:%S").to_string(),
|
||||||
|
};
|
||||||
|
|
||||||
|
if verbose {
|
||||||
|
println!("\n⚡ Test Results:");
|
||||||
|
println!(" 🕐 Total time: {:.2}ms ({:.2}s)", result.total_time_ms, result.total_time_ms / 1000.0);
|
||||||
|
println!(" 📥 Extraction: {:.2}ms ({:.1}%)", result.frame_extraction_time_ms,
|
||||||
|
result.frame_extraction_time_ms / result.total_time_ms * 100.0);
|
||||||
|
println!(" 🧮 Analysis: {:.2}ms ({:.1}%)", result.keyframe_analysis_time_ms,
|
||||||
|
result.keyframe_analysis_time_ms / result.total_time_ms * 100.0);
|
||||||
|
println!(" 📊 Frames: {}", result.total_frames);
|
||||||
|
println!(" 🎯 Keyframes: {}", result.keyframes_extracted);
|
||||||
|
println!(" 🚀 Speed: {:.1} FPS", result.processing_fps);
|
||||||
|
println!(" ⚙️ Optimization: {}", result.optimization_type);
|
||||||
|
}
|
||||||
|
|
||||||
|
Ok(result)
|
||||||
|
}
|
||||||
|
|
||||||
|
/// Run comprehensive benchmark suite
|
||||||
|
fn run_benchmark_suite(video_path: &PathBuf, output_dir: &PathBuf, ffmpeg_path: &PathBuf, args: &Args) -> Result<()> {
|
||||||
|
println!("🚀 Rust Video Keyframe Extractor - Benchmark Suite");
|
||||||
|
println!("🕐 Time: {}", Local::now().format("%Y-%m-%d %H:%M:%S"));
|
||||||
|
println!("🎬 Video: {}", video_path.display());
|
||||||
|
println!("🧵 Threads: {}", rayon::current_num_threads());
|
||||||
|
|
||||||
|
// CPU feature detection
|
||||||
|
#[cfg(target_arch = "x86_64")]
|
||||||
|
{
|
||||||
|
println!("🔧 CPU Features:");
|
||||||
|
if std::arch::is_x86_feature_detected!("avx2") {
|
||||||
|
println!(" ✅ AVX2 supported");
|
||||||
|
} else if std::arch::is_x86_feature_detected!("sse2") {
|
||||||
|
println!(" ✅ SSE2 supported");
|
||||||
|
} else {
|
||||||
|
println!(" ⚠️ Scalar only");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
let test_configs = vec![
|
||||||
|
("Standard Parallel", false, 8192),
|
||||||
|
("SIMD 8K blocks", true, 8192),
|
||||||
|
("SIMD 16K blocks", true, 16384),
|
||||||
|
("SIMD 32K blocks", true, 32768),
|
||||||
|
];
|
||||||
|
|
||||||
|
let mut results = Vec::new();
|
||||||
|
|
||||||
|
for (test_name, use_simd, block_size) in test_configs {
|
||||||
|
match run_performance_test(
|
||||||
|
video_path,
|
||||||
|
args.threshold,
|
||||||
|
test_name,
|
||||||
|
ffmpeg_path,
|
||||||
|
1000, // Test with 1000 frames
|
||||||
|
use_simd,
|
||||||
|
block_size,
|
||||||
|
args.verbose,
|
||||||
|
) {
|
||||||
|
Ok(result) => results.push(result),
|
||||||
|
Err(e) => println!("❌ Test failed {}: {:?}", test_name, e),
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Performance comparison table
|
||||||
|
println!("\n{}", "=".repeat(120));
|
||||||
|
println!("🏆 Benchmark Results");
|
||||||
|
println!("{}", "=".repeat(120));
|
||||||
|
|
||||||
|
println!("{:<20} {:<15} {:<12} {:<12} {:<12} {:<8} {:<8} {:<12} {:<20}",
|
||||||
|
"Test", "Total(ms)", "Extract(ms)", "Analyze(ms)", "Speed(FPS)", "Frames", "Keyframes", "Threads", "Optimization");
|
||||||
|
println!("{}", "-".repeat(120));
|
||||||
|
|
||||||
|
for result in &results {
|
||||||
|
println!("{:<20} {:<15.1} {:<12.1} {:<12.1} {:<12.1} {:<8} {:<8} {:<12} {:<20}",
|
||||||
|
result.test_name,
|
||||||
|
result.total_time_ms,
|
||||||
|
result.frame_extraction_time_ms,
|
||||||
|
result.keyframe_analysis_time_ms,
|
||||||
|
result.processing_fps,
|
||||||
|
result.total_frames,
|
||||||
|
result.keyframes_extracted,
|
||||||
|
result.threads_used,
|
||||||
|
result.optimization_type);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Find best performance
|
||||||
|
if let Some(best_result) = results.iter().max_by(|a, b| a.processing_fps.partial_cmp(&b.processing_fps).unwrap()) {
|
||||||
|
println!("\n🏆 Best Performance: {}", best_result.test_name);
|
||||||
|
println!(" ⚡ Speed: {:.1} FPS", best_result.processing_fps);
|
||||||
|
println!(" 🕐 Time: {:.2}s", best_result.total_time_ms / 1000.0);
|
||||||
|
println!(" 🧮 Analysis: {:.2}s", best_result.keyframe_analysis_time_ms / 1000.0);
|
||||||
|
println!(" ⚙️ Tech: {}", best_result.optimization_type);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Save detailed results
|
||||||
|
fs::create_dir_all(output_dir).context("Failed to create output directory")?;
|
||||||
|
let timestamp = Local::now().format("%Y%m%d_%H%M%S").to_string();
|
||||||
|
let results_file = output_dir.join(format!("benchmark_results_{}.json", timestamp));
|
||||||
|
|
||||||
|
let json_results = serde_json::to_string_pretty(&results)?;
|
||||||
|
fs::write(&results_file, json_results)?;
|
||||||
|
|
||||||
|
println!("\n📄 Detailed results saved to: {}", results_file.display());
|
||||||
|
println!("{}", "=".repeat(120));
|
||||||
|
|
||||||
|
Ok(())
|
||||||
|
}
|
||||||
|
|
||||||
|
fn main() -> Result<()> {
|
||||||
|
let args = Args::parse();
|
||||||
|
|
||||||
|
// Setup thread pool
|
||||||
|
if args.threads > 0 {
|
||||||
|
rayon::ThreadPoolBuilder::new()
|
||||||
|
.num_threads(args.threads)
|
||||||
|
.build_global()
|
||||||
|
.context("Failed to set thread pool")?;
|
||||||
|
}
|
||||||
|
|
||||||
|
println!("🚀 Rust Video Keyframe Extractor v0.1.0");
|
||||||
|
println!("🧵 Threads: {}", rayon::current_num_threads());
|
||||||
|
|
||||||
|
// Verify FFmpeg availability
|
||||||
|
if !args.ffmpeg_path.exists() && args.ffmpeg_path.to_str() == Some("ffmpeg") {
|
||||||
|
// Try to find ffmpeg in PATH
|
||||||
|
if Command::new("ffmpeg").arg("-version").output().is_err() {
|
||||||
|
anyhow::bail!("FFmpeg not found. Please install FFmpeg or specify path with --ffmpeg-path");
|
||||||
|
}
|
||||||
|
} else if !args.ffmpeg_path.exists() {
|
||||||
|
anyhow::bail!("FFmpeg not found at: {}", args.ffmpeg_path.display());
|
||||||
|
}
|
||||||
|
|
||||||
|
if args.benchmark {
|
||||||
|
// Benchmark mode
|
||||||
|
let video_path = args.input.clone()
|
||||||
|
.ok_or_else(|| anyhow::anyhow!("Benchmark requires input video file --input <path>"))?;
|
||||||
|
|
||||||
|
if !video_path.exists() {
|
||||||
|
anyhow::bail!("Video file not found: {}", video_path.display());
|
||||||
|
}
|
||||||
|
|
||||||
|
run_benchmark_suite(&video_path, &args.output, &args.ffmpeg_path, &args)?;
|
||||||
|
} else {
|
||||||
|
// Single processing mode
|
||||||
|
let video_path = args.input
|
||||||
|
.ok_or_else(|| anyhow::anyhow!("Please specify input video file --input <path>"))?;
|
||||||
|
|
||||||
|
if !video_path.exists() {
|
||||||
|
anyhow::bail!("Video file not found: {}", video_path.display());
|
||||||
|
}
|
||||||
|
|
||||||
|
// Run single keyframe extraction
|
||||||
|
let result = run_performance_test(
|
||||||
|
&video_path,
|
||||||
|
args.threshold,
|
||||||
|
"Single Processing",
|
||||||
|
&args.ffmpeg_path,
|
||||||
|
args.max_frames,
|
||||||
|
args.use_simd,
|
||||||
|
args.block_size,
|
||||||
|
args.verbose,
|
||||||
|
)?;
|
||||||
|
|
||||||
|
// Extract and save keyframes
|
||||||
|
let (frames, _, _) = extract_frames_memory_stream(&video_path, &args.ffmpeg_path, args.max_frames, args.verbose)?;
|
||||||
|
let keyframe_indices = extract_keyframes_optimized(&frames, args.threshold, args.use_simd, args.block_size, args.verbose)?;
|
||||||
|
let saved_count = save_keyframes_optimized(&video_path, &keyframe_indices, &args.output, &args.ffmpeg_path, args.max_save, args.verbose)?;
|
||||||
|
|
||||||
|
println!("\n✅ Processing Complete!");
|
||||||
|
println!("🎯 Keyframes extracted: {}", result.keyframes_extracted);
|
||||||
|
println!("💾 Keyframes saved: {}", saved_count);
|
||||||
|
println!("⚡ Processing speed: {:.1} FPS", result.processing_fps);
|
||||||
|
println!("📁 Output directory: {}", args.output.display());
|
||||||
|
|
||||||
|
// Save processing report
|
||||||
|
let timestamp = Local::now().format("%Y%m%d_%H%M%S").to_string();
|
||||||
|
let report_file = args.output.join(format!("processing_report_{}.json", timestamp));
|
||||||
|
let json_result = serde_json::to_string_pretty(&result)?;
|
||||||
|
fs::write(&report_file, json_result)?;
|
||||||
|
|
||||||
|
if args.verbose {
|
||||||
|
println!("📄 Processing report saved to: {}", report_file.display());
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
Ok(())
|
||||||
|
}
|
||||||
219
src/chat/utils/rust-video/start_server.py
Normal file
219
src/chat/utils/rust-video/start_server.py
Normal file
@@ -0,0 +1,219 @@
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#!/usr/bin/env python3
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"""
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启动脚本
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支持开发模式和生产模式启动
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"""
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import os
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import sys
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import subprocess
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import argparse
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from pathlib import Path
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from config import config
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def check_rust_executable():
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"""检查 Rust 可执行文件是否存在"""
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rust_config = config.get("rust")
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executable_name = rust_config.get("executable_name", "video_keyframe_extractor")
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executable_path = rust_config.get("executable_path", "target/release")
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possible_paths = [
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f"./{executable_path}/{executable_name}.exe",
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f"./{executable_path}/{executable_name}",
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f"./{executable_name}.exe",
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f"./{executable_name}"
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]
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for path in possible_paths:
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if Path(path).exists():
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print(f"✓ Found Rust executable: {path}")
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return str(Path(path).absolute())
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print("⚠ Warning: Rust executable not found")
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print("Please compile first: cargo build --release")
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return None
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def check_dependencies():
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"""检查 Python 依赖"""
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try:
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import fastapi
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import uvicorn
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print("✓ FastAPI dependencies available")
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return True
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except ImportError as e:
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print(f"✗ Missing dependencies: {e}")
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print("Please install: pip install -r requirements.txt")
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return False
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def install_dependencies():
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"""安装依赖"""
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print("Installing dependencies...")
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try:
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subprocess.run([sys.executable, "-m", "pip", "install", "-r", "requirements.txt"],
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check=True)
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print("✓ Dependencies installed successfully")
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return True
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except subprocess.CalledProcessError as e:
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print(f"✗ Failed to install dependencies: {e}")
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return False
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def start_development_server(host="127.0.0.1", port=8050, reload=True):
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"""启动开发服务器"""
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print(f" Starting development server on http://{host}:{port}")
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print(f" API docs: http://{host}:{port}/docs")
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print(f" Health check: http://{host}:{port}/health")
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try:
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import uvicorn
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uvicorn.run(
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"api_server:app",
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host=host,
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port=port,
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reload=reload,
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log_level="info"
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)
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except ImportError:
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print("uvicorn not found, trying with subprocess...")
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subprocess.run([
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sys.executable, "-m", "uvicorn",
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"api_server:app",
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"--host", host,
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"--port", str(port),
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"--reload" if reload else ""
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])
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def start_production_server(host="0.0.0.0", port=8000, workers=4):
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"""启动生产服务器"""
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print(f"🚀 Starting production server on http://{host}:{port}")
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print(f"Workers: {workers}")
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subprocess.run([
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sys.executable, "-m", "uvicorn",
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"api_server:app",
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"--host", host,
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"--port", str(port),
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"--workers", str(workers),
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"--log-level", "warning"
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])
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def create_systemd_service():
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"""创建 systemd 服务文件"""
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current_dir = Path.cwd()
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python_path = sys.executable
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service_content = f"""[Unit]
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Description=Video Keyframe Extraction API Server
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After=network.target
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[Service]
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Type=exec
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User=www-data
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WorkingDirectory={current_dir}
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Environment=PATH=/usr/bin:/usr/local/bin
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ExecStart={python_path} -m uvicorn api_server:app --host 0.0.0.0 --port 8000 --workers 4
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Restart=always
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RestartSec=10
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[Install]
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WantedBy=multi-user.target
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"""
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service_file = Path("/etc/systemd/system/video-keyframe-api.service")
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try:
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with open(service_file, 'w') as f:
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f.write(service_content)
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print(f"✓ Systemd service created: {service_file}")
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print("To enable and start:")
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print(" sudo systemctl enable video-keyframe-api")
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print(" sudo systemctl start video-keyframe-api")
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except PermissionError:
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print("✗ Permission denied. Please run with sudo for systemd service creation")
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# 创建本地副本
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local_service = Path("./video-keyframe-api.service")
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with open(local_service, 'w') as f:
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f.write(service_content)
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print(f"✓ Service file created locally: {local_service}")
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print(f"To install: sudo cp {local_service} /etc/systemd/system/")
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def main():
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parser = argparse.ArgumentParser(description="Video Keyframe Extraction API Server")
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# 从配置文件获取默认值
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server_config = config.get_server_config()
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parser.add_argument("--mode", choices=["dev", "prod", "install"], default="dev",
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help="运行模式: dev (开发), prod (生产), install (安装依赖)")
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parser.add_argument("--host", default=server_config.get("host", "127.0.0.1"), help="绑定主机")
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parser.add_argument("--port", type=int, default=server_config.get("port", 8000), help="端口号")
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parser.add_argument("--workers", type=int, default=server_config.get("workers", 4), help="生产模式工作进程数")
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parser.add_argument("--no-reload", action="store_true", help="禁用自动重载")
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parser.add_argument("--check", action="store_true", help="仅检查环境")
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parser.add_argument("--create-service", action="store_true", help="创建 systemd 服务")
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args = parser.parse_args()
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print("=== Video Keyframe Extraction API Server ===")
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# 检查环境
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rust_exe = check_rust_executable()
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deps_ok = check_dependencies()
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if args.check:
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print("\n=== Environment Check ===")
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print(f"Rust executable: {'✓' if rust_exe else '✗'}")
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print(f"Python dependencies: {'✓' if deps_ok else '✗'}")
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return
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if args.create_service:
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create_systemd_service()
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return
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# 安装模式
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if args.mode == "install":
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if not deps_ok:
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install_dependencies()
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else:
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print("✓ Dependencies already installed")
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return
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||||||
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# 检查必要条件
|
||||||
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if not rust_exe:
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||||||
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print("✗ Cannot start without Rust executable")
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||||||
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print("Please run: cargo build --release")
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||||||
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sys.exit(1)
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|
||||||
|
if not deps_ok:
|
||||||
|
print("Installing missing dependencies...")
|
||||||
|
if not install_dependencies():
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||||||
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sys.exit(1)
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||||||
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|
||||||
|
# 启动服务器
|
||||||
|
if args.mode == "dev":
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||||||
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start_development_server(
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host=args.host,
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port=args.port,
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reload=not args.no_reload
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)
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elif args.mode == "prod":
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|
start_production_server(
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|
host=args.host,
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|
port=args.port,
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||||||
|
workers=args.workers
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|
)
|
||||||
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||||||
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||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
Reference in New Issue
Block a user