Gmarker689
d9d3b51262
- 新增 GptImage2Config 配置（yuntts 等 GPT Image 2 兼容服务） - 新增 gptimage.go 异步客户端：提交任务 → 轮询状态 → 下载图片 - GenerateImages 优先级调整为：GPT Image 2 > OpenAI 兼容 ImageGen > Mock - 支持环境变量 GEN2D_GPT_IMAGE2_* 系列配置
319 lines
9.5 KiB
Go
Executable File
319 lines
9.5 KiB
Go
Executable File
package service
|
||
|
||
import (
|
||
"bytes"
|
||
"context"
|
||
"crypto/rand"
|
||
"encoding/base64"
|
||
"encoding/json"
|
||
"fmt"
|
||
"image"
|
||
"image/color"
|
||
"image/png"
|
||
"io"
|
||
"log"
|
||
"mime/multipart"
|
||
"net/http"
|
||
"strconv"
|
||
"strings"
|
||
|
||
"gen2d/internal/config"
|
||
)
|
||
|
||
// imgCfg 保存文生图配置，由 main 通过 InitImageGenConfig 注入。
|
||
var imgCfg config.ImageGenConfig
|
||
|
||
// InitImageGenConfig 注入文生图配置。
|
||
func InitImageGenConfig(cfg config.ImageGenConfig) {
|
||
imgCfg = cfg
|
||
}
|
||
|
||
// ======================== 文生图 API 调用层 ========================
|
||
|
||
// imageGenRequest OpenAI 兼容的文生图请求体。
|
||
type imageGenRequest struct {
|
||
Model string `json:"model"`
|
||
Prompt string `json:"prompt"`
|
||
N int `json:"n,omitempty"`
|
||
Size string `json:"size,omitempty"`
|
||
Steps int `json:"steps,omitempty"`
|
||
CFGScale float64 `json:"cfg_scale,omitempty"`
|
||
}
|
||
|
||
// imageGenResponse OpenAI 兼容的文生图响应体。
|
||
type imageGenResponse struct {
|
||
Data []struct {
|
||
URL string `json:"url"`
|
||
B64JSON string `json:"b64_json"`
|
||
} `json:"data"`
|
||
}
|
||
|
||
// GenerateImages 调用 AI 推理 API 生成图片。
|
||
// 优先级：GPT Image 2 > OpenAI 兼容 ImageGen > Mock 回退。
|
||
func GenerateImages(ctx context.Context, prompt string, params AssetParams) ([]GeneratedImage, error) {
|
||
count := 1
|
||
if params.Frames.Directions > 0 && params.Frames.FramesPerDirection > 0 {
|
||
count = params.Frames.Directions * params.Frames.FramesPerDirection
|
||
}
|
||
|
||
// 优先使用 GPT Image 2 异步 API
|
||
if gptImage2Cfg.APIKey != "" {
|
||
log.Println("[inference] using GPT Image 2 async API")
|
||
images, err := GenerateImagesGpt2(ctx, prompt, count)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("gpt_image2: %w", err)
|
||
}
|
||
return images, nil
|
||
}
|
||
|
||
// 降级：OpenAI 兼容 Images API
|
||
if imgCfg.APIKey != "" {
|
||
width, height := imgCfg.Width, imgCfg.Height
|
||
if params.Resolution > 0 {
|
||
width = params.Resolution
|
||
height = params.Resolution
|
||
}
|
||
return callImageGenAPI(ctx, prompt, count, width, height)
|
||
}
|
||
|
||
// 最终降级：mock 占位图
|
||
size := params.Resolution
|
||
if size <= 0 {
|
||
size = 64
|
||
}
|
||
log.Println("[inference] no image API key configured, using mock")
|
||
return generateMockImages(size, count)
|
||
}
|
||
|
||
// callImageGenAPI 调用 OpenAI 兼容的 Images API，返回生成的图片。
|
||
func callImageGenAPI(ctx context.Context, prompt string, count, width, height int) ([]GeneratedImage, error) {
|
||
reqBody := imageGenRequest{
|
||
Model: imgCfg.Model,
|
||
Prompt: prompt,
|
||
N: count,
|
||
Size: fmt.Sprintf("%dx%d", width, height),
|
||
}
|
||
if imgCfg.Steps > 0 {
|
||
reqBody.Steps = imgCfg.Steps
|
||
}
|
||
if imgCfg.CFGScale > 0 {
|
||
reqBody.CFGScale = imgCfg.CFGScale
|
||
}
|
||
|
||
body, err := json.Marshal(reqBody)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("marshal request: %w", err)
|
||
}
|
||
|
||
url := strings.TrimRight(imgCfg.BaseURL, "/")
|
||
req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(body))
|
||
if err != nil {
|
||
return nil, fmt.Errorf("create request: %w", err)
|
||
}
|
||
req.Header.Set("Content-Type", "application/json")
|
||
req.Header.Set("Authorization", "Bearer "+imgCfg.APIKey)
|
||
|
||
resp, err := http.DefaultClient.Do(req)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("send request: %w", err)
|
||
}
|
||
defer resp.Body.Close()
|
||
|
||
if resp.StatusCode != http.StatusOK {
|
||
b, _ := io.ReadAll(io.LimitReader(resp.Body, 4096))
|
||
return nil, fmt.Errorf("image gen api error %d: %s", resp.StatusCode, string(b))
|
||
}
|
||
|
||
return parseImageResponse(ctx, resp.Body, width, height)
|
||
}
|
||
|
||
// ======================== 图片编辑 API ========================
|
||
|
||
// EditImages 调用图片编辑 API，基于已有图片和文本提示词生成修改后的图片。
|
||
func EditImages(ctx context.Context, imageData []byte, prompt string, count int) ([]GeneratedImage, error) {
|
||
if imgCfg.APIKey == "" {
|
||
return nil, fmt.Errorf("image edit API key not configured")
|
||
}
|
||
return callImageEditAPI(ctx, imageData, prompt, count)
|
||
}
|
||
|
||
// callImageEditAPI 调用 OpenAI 兼容的 Images Edits API（multipart/form-data）。
|
||
func callImageEditAPI(ctx context.Context, imageData []byte, prompt string, count int) ([]GeneratedImage, error) {
|
||
var buf bytes.Buffer
|
||
writer := multipart.NewWriter(&buf)
|
||
|
||
part, err := writer.CreateFormFile("image", "image.png")
|
||
if err != nil {
|
||
return nil, fmt.Errorf("create form file: %w", err)
|
||
}
|
||
if _, err := part.Write(imageData); err != nil {
|
||
return nil, fmt.Errorf("write image data: %w", err)
|
||
}
|
||
|
||
writer.WriteField("prompt", prompt)
|
||
writer.WriteField("model", imgCfg.Model)
|
||
writer.WriteField("n", strconv.Itoa(count))
|
||
writer.WriteField("size", fmt.Sprintf("%dx%d", imgCfg.Width, imgCfg.Height))
|
||
|
||
if err := writer.Close(); err != nil {
|
||
return nil, fmt.Errorf("close multipart writer: %w", err)
|
||
}
|
||
|
||
url := strings.Replace(strings.TrimRight(imgCfg.BaseURL, "/"), "generations", "edits", 1)
|
||
|
||
req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, &buf)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("create request: %w", err)
|
||
}
|
||
req.Header.Set("Content-Type", writer.FormDataContentType())
|
||
req.Header.Set("Authorization", "Bearer "+imgCfg.APIKey)
|
||
|
||
resp, err := http.DefaultClient.Do(req)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("send request: %w", err)
|
||
}
|
||
defer resp.Body.Close()
|
||
|
||
if resp.StatusCode != http.StatusOK {
|
||
b, _ := io.ReadAll(io.LimitReader(resp.Body, 4096))
|
||
return nil, fmt.Errorf("image edit api error %d: %s", resp.StatusCode, string(b))
|
||
}
|
||
|
||
return parseImageResponse(ctx, resp.Body, imgCfg.Width, imgCfg.Height)
|
||
}
|
||
|
||
// parseImageResponse 解析 OpenAI 兼容的图片生成/编辑响应体。
|
||
func parseImageResponse(ctx context.Context, r io.Reader, width, height int) ([]GeneratedImage, error) {
|
||
var genResp imageGenResponse
|
||
if err := json.NewDecoder(r).Decode(&genResp); err != nil {
|
||
return nil, fmt.Errorf("decode response: %w", err)
|
||
}
|
||
|
||
images := make([]GeneratedImage, 0, len(genResp.Data))
|
||
for i, d := range genResp.Data {
|
||
var data []byte
|
||
switch {
|
||
case d.B64JSON != "":
|
||
var err error
|
||
data, err = base64.StdEncoding.DecodeString(d.B64JSON)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("decode base64 image %d: %w", i, err)
|
||
}
|
||
case d.URL != "":
|
||
var err error
|
||
data, err = downloadImage(ctx, d.URL)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("download image %d: %w", i, err)
|
||
}
|
||
default:
|
||
return nil, fmt.Errorf("image %d: no data or url in response", i)
|
||
}
|
||
images = append(images, GeneratedImage{
|
||
Data: data,
|
||
Width: width,
|
||
Height: height,
|
||
Format: "png",
|
||
})
|
||
}
|
||
return images, nil
|
||
}
|
||
|
||
// downloadImage 从 URL 下载图片数据。
|
||
func downloadImage(ctx context.Context, url string) ([]byte, error) {
|
||
req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("create download request: %w", err)
|
||
}
|
||
resp, err := http.DefaultClient.Do(req)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("download: %w", err)
|
||
}
|
||
defer resp.Body.Close()
|
||
if resp.StatusCode != http.StatusOK {
|
||
return nil, fmt.Errorf("download status %d", resp.StatusCode)
|
||
}
|
||
return io.ReadAll(resp.Body)
|
||
}
|
||
|
||
// ======================== 质检 ========================
|
||
|
||
// QualityChecker 质检函数，可替换用于测试。
|
||
var QualityChecker = defaultCheckQuality
|
||
|
||
// CheckQuality 调用当前 QualityChecker。
|
||
func CheckQuality(ctx context.Context, images []GeneratedImage, style map[string]string) (bool, string, error) {
|
||
return QualityChecker(ctx, images, style)
|
||
}
|
||
|
||
// defaultCheckQuality 默认 mock 质检，始终返回 pass。
|
||
func defaultCheckQuality(ctx context.Context, images []GeneratedImage, style map[string]string) (bool, string, error) {
|
||
return true, "", nil
|
||
}
|
||
|
||
// NewCountedQualityChecker 创建一个在第 passOnRetry 次调用时返回 pass 的质检函数。
|
||
func NewCountedQualityChecker(passOnRetry int) func(context.Context, []GeneratedImage, map[string]string) (bool, string, error) {
|
||
var callCount int
|
||
return func(_ context.Context, _ []GeneratedImage, _ map[string]string) (bool, string, error) {
|
||
callCount++
|
||
if callCount >= passOnRetry {
|
||
return true, "", nil
|
||
}
|
||
return false, fmt.Sprintf("风格不一致（第 %d 次质检）", callCount), nil
|
||
}
|
||
}
|
||
|
||
// AlwaysFailQualityChecker 始终返回 fail 的质检函数。
|
||
func AlwaysFailQualityChecker() func(context.Context, []GeneratedImage, map[string]string) (bool, string, error) {
|
||
return func(_ context.Context, _ []GeneratedImage, _ map[string]string) (bool, string, error) {
|
||
return false, "风格不一致", nil
|
||
}
|
||
}
|
||
|
||
// ======================== Mock 回退 ========================
|
||
|
||
// generateMockImages 批量生成 mock PNG 占位图。
|
||
func generateMockImages(size, count int) ([]GeneratedImage, error) {
|
||
images := make([]GeneratedImage, count)
|
||
for i := 0; i < count; i++ {
|
||
data, err := generateMockImage(size, i)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("generate mock image %d: %w", i, err)
|
||
}
|
||
images[i] = GeneratedImage{
|
||
Data: data,
|
||
Width: size,
|
||
Height: size,
|
||
Format: "png",
|
||
}
|
||
}
|
||
return images, nil
|
||
}
|
||
|
||
// generateMockImage 生成一张带随机色块的 PNG 占位图。
|
||
func generateMockImage(size int, seed int) ([]byte, error) {
|
||
img := image.NewRGBA(image.Rect(0, 0, size, size))
|
||
|
||
r := uint8((seed*47 + 13) % 256)
|
||
g := uint8((seed*83 + 37) % 256)
|
||
b := uint8((seed*61 + 71) % 256)
|
||
|
||
for y := 0; y < size; y++ {
|
||
for x := 0; x < size; x++ {
|
||
img.Set(x, y, color.RGBA{R: r, G: g, B: b, A: 255})
|
||
}
|
||
}
|
||
|
||
var buf bytes.Buffer
|
||
if err := png.Encode(&buf, img); err != nil {
|
||
return nil, err
|
||
}
|
||
return buf.Bytes(), nil
|
||
}
|
||
|
||
// generateRandomBytes 用于生成随机数据（备用）。
|
||
func generateRandomBytes(n int) ([]byte, error) {
|
||
b := make([]byte, n)
|
||
_, err := rand.Read(b)
|
||
return b, err
|
||
}
|