Files
kangkang/康康Tests/RegionImageCropperTests.swift
link2026 836f3d4234 ```
feat(AI): 统一多模态模型架构,整合文本和视觉推理路径

- 将文本生成和VL(图→文)功能合并到单一的Qwen3.5-4B多模态MNN模型
- 移除独立的Qwen3-VL-4B模型依赖,MLX VL改为使用.llm的多模态模型
- 更新ModelKind枚举,新增userFacing集合用于面向用户展示
- MNN后端现在同时支持文本和视觉任务,模拟器回退到MLX

refactor(models): 模型管理和界面调整以适应新的多模态架构

- 更新模型管理界面,只显示统一的Qwen3.5-4B(MNN)模型给用户
- 修改就绪状态检查逻辑,使用ModelKind.userFacing替代allCases
- 更新模型文件清单,从Qwen3.5-2B升级到Qwen3.5-4B-4bit
- 调整模型管理页面UI,突出MNN+SME2端侧加速功能

feat(camera): 添加拍照识别引擎切换功能

- 实现双路径拍照识别:Apple Vision OCR + 文本模型 和 Qwen3-VL直接识别
- 添加预处理逻辑,优化Qwen3-VL对窄长区域图片的识别效果
- 在模型管理页面添加拍照识别引擎选择组件
- 提供用户界面选项,在两种识别方式间切换

style(ui): 优化输入框样式和颜色主题一致性

- 为指标快速表单添加浅色主题偏好
- 统一所有文本输入框的颜色样式(theme)
- 创建EntryInputField组件,替换原有的单行输入+按钮模式
- 实现聊天框风格的条目输入,支持多行自适应和圆形发送按钮

fix(build): 修正Xcode项目配置中的重复框架搜索路径

- 清理project.pbxproj中重复的FRAMEWORK_SEARCH_PATHS配置
- 重新排列Swift桥接头文件配置确保正确引用
- 修复因路径配置重复导致的编译警告问题

test: 增加区域图片预处理和模型清单测试覆盖

- 添加RegionImageCropper.prepareForQwenVL的单元测试
- 验证宽而矮图片的放大和填充逻辑
- 更新ModelManifestTests中的字节数预期值以匹配新模型
- 修正OCRService中VNRecognizedTextObservation类型的处理
```
2026-06-08 23:25:31 +08:00

153 lines
6.9 KiB
Swift

import XCTest
import CoreGraphics
import AVFoundation
@testable import
///
/// :, > rect
/// `metadataOutputRectConverted`() x/y ,
/// (2026-05-31 bug)
final class RegionImageCropperTests: XCTestCase {
/// + + rect ( > )
func testWideBoxYieldsLandscapeCropRect() {
let photo = CGSize(width: 3024, height: 4032) // ()
let view = CGSize(width: 393, height: 852) // ()
let box = RegionFraming.box(in: view) // 84% / 160
let rect = RegionImageCropper.cropRect(photoPixelSize: photo, box: box, in: view)
XCTAssertGreaterThan(rect.width, rect.height,
"宽框应裁出宽 rect;若 width<height 说明轴对调 bug 复现")
XCTAssertGreaterThan(rect.width, 0)
XCTAssertGreaterThan(rect.height, 0)
}
/// rect ()
func testCropRectStaysInsidePhotoBounds() {
let photo = CGSize(width: 3024, height: 4032)
let view = CGSize(width: 393, height: 852)
let box = RegionFraming.box(in: view)
let rect = RegionImageCropper.cropRect(photoPixelSize: photo, box: box, in: view)
XCTAssertGreaterThanOrEqual(rect.minX, 0)
XCTAssertGreaterThanOrEqual(rect.minY, 0)
XCTAssertLessThanOrEqual(rect.maxX, photo.width)
XCTAssertLessThanOrEqual(rect.maxY, photo.height)
}
/// rect (aspect-fill ,)
func testCropRectPreservesBoxAspectRatio() {
let photo = CGSize(width: 3024, height: 4032)
let view = CGSize(width: 393, height: 852)
let box = RegionFraming.box(in: view)
let rect = RegionImageCropper.cropRect(photoPixelSize: photo, box: box, in: view)
let boxAspect = box.width / box.height
let rectAspect = rect.width / rect.height
XCTAssertEqual(rectAspect, boxAspect, accuracy: 0.05,
"等比映射下,裁剪 rect 宽高比应与屏上小框一致")
}
/// 退:, .zero
func testZeroInputsReturnZero() {
XCTAssertEqual(
RegionImageCropper.cropRect(photoPixelSize: .zero,
box: CGRect(x: 0, y: 0, width: 10, height: 10),
in: CGSize(width: 100, height: 200)),
.zero)
}
// MARK: - aspect-FIT()
/// aspect-fit ; rect
func testAspectFitWideBoxYieldsLandscapeInsideBounds() {
let photo = CGSize(width: 3024, height: 4032)
let view = CGSize(width: 393, height: 852)
let fitted = AVMakeRect(aspectRatio: photo, insideRect: CGRect(origin: .zero, size: view))
// fitted
let box = CGRect(x: fitted.minX + 30, y: fitted.midY - 50, width: fitted.width - 60, height: 100)
let rect = RegionImageCropper.cropRectAspectFit(photoPixelSize: photo, box: box, imageFrame: fitted)
XCTAssertGreaterThan(rect.width, rect.height)
XCTAssertGreaterThanOrEqual(rect.minX, 0)
XCTAssertGreaterThanOrEqual(rect.minY, 0)
XCTAssertLessThanOrEqual(rect.maxX, photo.width)
XCTAssertLessThanOrEqual(rect.maxY, photo.height)
}
/// ()
func testAspectFitFullFrameBoxYieldsFullPhoto() {
let photo = CGSize(width: 2000, height: 1000) //
let view = CGSize(width: 400, height: 800)
let fitted = AVMakeRect(aspectRatio: photo, insideRect: CGRect(origin: .zero, size: view))
let rect = RegionImageCropper.cropRectAspectFit(photoPixelSize: photo, box: fitted, imageFrame: fitted)
XCTAssertEqual(rect.minX, 0, accuracy: 1)
XCTAssertEqual(rect.minY, 0, accuracy: 1)
XCTAssertEqual(rect.width, photo.width, accuracy: 2)
XCTAssertEqual(rect.height, photo.height, accuracy: 2)
}
/// : rect
func testAspectFitPreservesBoxAspectRatio() {
let photo = CGSize(width: 3024, height: 4032)
let view = CGSize(width: 393, height: 852)
let fitted = AVMakeRect(aspectRatio: photo, insideRect: CGRect(origin: .zero, size: view))
let box = CGRect(x: fitted.minX + 20, y: fitted.minY + 40, width: 180, height: 120)
let rect = RegionImageCropper.cropRectAspectFit(photoPixelSize: photo, box: box, imageFrame: fitted)
XCTAssertEqual(rect.width / rect.height, box.width / box.height, accuracy: 0.05)
}
func testAspectFitZeroInputsReturnZero() {
XCTAssertEqual(
RegionImageCropper.cropRectAspectFit(photoPixelSize: .zero,
box: CGRect(x: 0, y: 0, width: 10, height: 10),
imageFrame: CGRect(x: 0, y: 0, width: 100, height: 100)),
.zero)
}
/// Qwen3-VL processor
/// VL ,
func testPrepareForQwenVLUpscalesWideShortCropAndAddsPadding() {
let image = solidImage(size: CGSize(width: 320, height: 80))
let prepared = RegionImageCropper.prepareForQwenVL(image)
XCTAssertGreaterThanOrEqual(prepared.size.height, 448)
XCTAssertGreaterThan(prepared.size.width, 320)
XCTAssertEqual(prepared.size.width / prepared.size.height,
4.0,
accuracy: 0.8,
"预处理应大致保留宽条内容比例,只允许白边造成轻微变化")
}
func testPrepareForQwenVLDoesNotEnlargePastLongEdgeLimit() {
let image = solidImage(size: CGSize(width: 5000, height: 900))
let prepared = RegionImageCropper.prepareForQwenVL(image)
XCTAssertLessThanOrEqual(max(prepared.size.width, prepared.size.height), 2400 + 128)
}
private func solidImage(size: CGSize) -> UIImage {
let format = UIGraphicsImageRendererFormat.default()
format.scale = 1
return UIGraphicsImageRenderer(size: size, format: format).image { ctx in
UIColor.white.setFill()
ctx.fill(CGRect(origin: .zero, size: size))
UIColor.black.setFill()
ctx.fill(CGRect(x: size.width * 0.1,
y: size.height * 0.35,
width: size.width * 0.8,
height: size.height * 0.3))
}
}
}