修复模型下载问题
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@ -24,6 +24,8 @@ export interface ModelCacheResult<T, Create extends boolean> {
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model: Create extends true ? T : never
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}
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const cacheDownloadTasks: Array<{ url: string, cacheDir: string, modelPath: Promise<string> }> = [];
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export abstract class Model {
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protected session: backend.common.CommonSession;
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@ -58,6 +60,9 @@ export abstract class Model {
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const [fs, path, os, crypto] = await Promise.all([import("fs"), import("path"), import("os"), import("crypto")]);
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const cacheDir = option?.cacheDir ?? path.join(os.homedir(), ".aibox_cache/models");
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await fs.promises.mkdir(cacheDir, { recursive: true });
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//定义函数用于加载模型信息
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async function resolveModel() {
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//加载模型配置
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const cacheJsonFile = path.join(cacheDir, "config.json");
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let cacheJsonData: Array<{ url: string, filename: string }> = [];
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@ -120,15 +125,26 @@ export abstract class Model {
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fs.promises.writeFile(cacheJsonFile, JSON.stringify(cacheJsonData, null, 4));
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}
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//返回模型数据
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const modelPath = path.join(cacheDir, cache.filename);
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return path.join(cacheDir, cache.filename);
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}
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const modelType = path.extname(cache.filename).substring(1) as ModelType;
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//查找任务
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let cache = cacheDownloadTasks.find(c => c.url === url && c.cacheDir === cacheDir);
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if (!cache) {
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cache = { url, cacheDir, modelPath: resolveModel() }
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cacheDownloadTasks.push(cache);
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}
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//获取模型数据
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const modelPath = await cache.modelPath;
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const modelType = path.extname(modelPath).substring(1) as ModelType;
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let model: T | undefined = undefined;
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if (option?.createModel) {
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if (modelType === "onnx") model = (this as any).fromOnnx(modelPath);
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else if (modelType == "mnn") model = (this as any).fromMNN(modelPath);
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}
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//返回结果
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return { modelPath, modelType, model: model as any }
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}
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