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⚗️ Copy hub to blob
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coyotte508 committed Dec 3, 2024
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2 changes: 2 additions & 0 deletions packages/blob/.eslintignore
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dist
sha256.js
5 changes: 5 additions & 0 deletions packages/blob/.prettierignore
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pnpm-lock.yaml
# In order to avoid code samples to have tabs, they don't display well on npm
README.md
dist
sha256.js
21 changes: 21 additions & 0 deletions packages/blob/LICENSE
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MIT License

Copyright (c) 2023 Hugging Face

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
176 changes: 176 additions & 0 deletions packages/blob/README.md
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# 🤗 Hugging Face Hub API

Official utilities to use the Hugging Face Hub API.

## Install

```console
pnpm add @huggingface/hub

npm add @huggingface/hub

yarn add @huggingface/hub
```

### Deno

```ts
// esm.sh
import { uploadFiles, listModels } from "https://esm.sh/@huggingface/hub"
// or npm:
import { uploadFiles, listModels } from "npm:@huggingface/hub"
```

Check out the [full documentation](https://huggingface.co/docs/huggingface.js/hub/README).

## Usage

For some of the calls, you need to create an account and generate an [access token](https://huggingface.co/settings/tokens).

Learn how to find free models using the hub package in this [interactive tutorial](https://scrimba.com/scrim/c7BbVPcd?pl=pkVnrP7uP).

```ts
import * as hub from "@huggingface/hub";
import type { RepoDesignation } from "@huggingface/hub";

const repo: RepoDesignation = { type: "model", name: "myname/some-model" };

const {name: username} = await hub.whoAmI({accessToken: "hf_..."});

for await (const model of hub.listModels({search: {owner: username}, accessToken: "hf_..."})) {
console.log("My model:", model);
}

const specificModel = await hub.modelInfo({name: "openai-community/gpt2"});
await hub.checkRepoAccess({repo, accessToken: "hf_..."});

await hub.createRepo({ repo, accessToken: "hf_...", license: "mit" });

await hub.uploadFiles({
repo,
accessToken: "hf_...",
files: [
// path + blob content
{
path: "file.txt",
content: new Blob(["Hello World"]),
},
// Local file URL
pathToFileURL("./pytorch-model.bin"),
// Web URL
new URL("https://huggingface.co/xlm-roberta-base/resolve/main/tokenizer.json"),
// Path + Web URL
{
path: "myfile.bin",
content: new URL("https://huggingface.co/bert-base-uncased/resolve/main/pytorch_model.bin")
}
// Can also work with native File in browsers
],
});

// or

for await (const progressEvent of await hub.uploadFilesWithProgress({
repo,
accessToken: "hf_...",
files: [
...
],
})) {
console.log(progressEvent);
}

await hub.deleteFile({repo, accessToken: "hf_...", path: "myfile.bin"});

await (await hub.downloadFile({ repo, path: "README.md" })).text();

for await (const fileInfo of hub.listFiles({repo})) {
console.log(fileInfo);
}

await hub.deleteRepo({ repo, accessToken: "hf_..." });
```

## OAuth Login

It's possible to login using OAuth (["Sign in with HF"](https://huggingface.co/docs/hub/oauth)).

This will allow you get an access token to use some of the API, depending on the scopes set inside the Space or the OAuth App.

```ts
import { oauthLoginUrl, oauthHandleRedirectIfPresent } from "@huggingface/hub";

const oauthResult = await oauthHandleRedirectIfPresent();

if (!oauthResult) {
// If the user is not logged in, redirect to the login page
window.location.href = await oauthLoginUrl();
}

// You can use oauthResult.accessToken, oauthResult.accessTokenExpiresAt and oauthResult.userInfo
console.log(oauthResult);
```

Checkout the demo: https://huggingface.co/spaces/huggingfacejs/client-side-oauth

## Hugging face cache

The `@huggingface/hub` package provide basic capabilities to scan the cache directory. Learn more about [Manage huggingface_hub cache-system](https://huggingface.co/docs/huggingface_hub/en/guides/manage-cache).

### `scanCacheDir`

You can get the list of cached repositories using the `scanCacheDir` function.

```ts
import { scanCacheDir } from "@huggingface/hub";

const result = await scanCacheDir();

console.log(result);
```
Note: this does not work in the browser

### `downloadFileToCacheDir`

You can cache a file of a repository using the `downloadFileToCacheDir` function.

```ts
import { downloadFileToCacheDir } from "@huggingface/hub";

const file = await downloadFileToCacheDir({
repo: 'foo/bar',
path: 'README.md'
});

console.log(file);
```
Note: this does not work in the browser

### `snapshotDownload`

You can download an entire repository at a given revision in the cache directory using the `snapshotDownload` function.

```ts
import { snapshotDownload } from "@huggingface/hub";

const directory = await snapshotDownload({
repo: 'foo/bar',
});

console.log(directory);
```
The code use internally the `downloadFileToCacheDir` function.

Note: this does not work in the browser

## Performance considerations

When uploading large files, you may want to run the `commit` calls inside a worker, to offload the sha256 computations.

Remote resources and local files should be passed as `URL` whenever it's possible so they can be lazy loaded in chunks to reduce RAM usage. Passing a `File` inside the browser's context is fine, because it natively behaves as a `Blob`.

Under the hood, `@huggingface/hub` uses a lazy blob implementation to load the file.

## Dependencies

- `@huggingface/tasks` : Typings only
1 change: 1 addition & 0 deletions packages/blob/index.ts
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export * from "./src";
67 changes: 67 additions & 0 deletions packages/blob/package.json
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{
"name": "@huggingface/blob",
"packageManager": "pnpm@8.10.5",
"version": "0.21.0",
"description": "Utilities to interact with the Hugging Face hub",
"repository": "https://github.com/huggingface/huggingface.js.git",
"publishConfig": {
"access": "public"
},
"main": "./dist/index.js",
"module": "./dist/index.mjs",
"types": "./dist/index.d.ts",
"exports": {
".": {
"types": "./dist/index.d.ts",
"require": "./dist/index.js",
"import": "./dist/index.mjs"
}
},
"browser": {
"./src/utils/sha256-node.ts": false,
"./src/utils/FileBlob.ts": false,
"./src/lib/cache-management.ts": false,
"./src/lib/download-file-to-cache-dir.ts": false,
"./src/lib/snapshot-download.ts": false,
"./dist/index.js": "./dist/browser/index.js",
"./dist/index.mjs": "./dist/browser/index.mjs"
},
"engines": {
"node": ">=18"
},
"source": "index.ts",
"scripts": {
"lint": "eslint --quiet --fix --ext .cjs,.ts .",
"lint:check": "eslint --ext .cjs,.ts .",
"format": "prettier --write .",
"format:check": "prettier --check .",
"prepublishOnly": "pnpm run build",
"build": "tsup && tsc --emitDeclarationOnly --declaration",
"prepare": "pnpm run build",
"test": "vitest run",
"test:browser": "vitest run --browser.name=chrome --browser.headless --config vitest-browser.config.mts",
"check": "tsc"
},
"files": [
"src",
"dist",
"index.ts",
"tsconfig.json"
],
"keywords": [
"huggingface",
"hub",
"api",
"client",
"hugging",
"face"
],
"author": "Hugging Face",
"license": "MIT",
"devDependencies": {
"@types/node": "^20.11.28"
},
"dependencies": {
"@huggingface/tasks": "workspace:^"
}
}
27 changes: 27 additions & 0 deletions packages/blob/pnpm-lock.yaml

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1 change: 1 addition & 0 deletions packages/blob/src/consts.ts
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export const HUB_URL = "https://huggingface.co";
46 changes: 46 additions & 0 deletions packages/blob/src/error.ts
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import type { JsonObject } from "./vendor/type-fest/basic";

export async function createApiError(
response: Response,
opts?: { requestId?: string; message?: string }
): Promise<never> {
const error = new HubApiError(response.url, response.status, response.headers.get("X-Request-Id") ?? opts?.requestId);

error.message = `Api error with status ${error.statusCode}${opts?.message ? `. ${opts.message}` : ""}`;

const trailer = [`URL: ${error.url}`, error.requestId ? `Request ID: ${error.requestId}` : undefined]
.filter(Boolean)
.join(". ");

if (response.headers.get("Content-Type")?.startsWith("application/json")) {
const json = await response.json();
error.message = json.error || json.message || error.message;
error.data = json;
} else {
error.data = { message: await response.text() };
}

error.message += `. ${trailer}`;

throw error;
}

/**
* Error thrown when an API call to the Hugging Face Hub fails.
*/
export class HubApiError extends Error {
statusCode: number;
url: string;
requestId?: string;
data?: JsonObject;

constructor(url: string, statusCode: number, requestId?: string, message?: string) {
super(message);

this.statusCode = statusCode;
this.requestId = requestId;
this.url = url;
}
}

export class InvalidApiResponseFormatError extends Error {}
24 changes: 24 additions & 0 deletions packages/blob/src/index.ts
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export * from "./lib";
// Typescript 5 will add 'export type *'
export type {
AccessToken,
AccessTokenRole,
AuthType,
Credentials,
PipelineType,
RepoDesignation,
RepoFullName,
RepoId,
RepoType,
SpaceHardwareFlavor,
SpaceResourceConfig,
SpaceResourceRequirement,
SpaceRuntime,
SpaceSdk,
SpaceStage,
} from "./types/public";
export { HubApiError, InvalidApiResponseFormatError } from "./error";
/**
* Only exported for E2Es convenience
*/
export { sha256 as __internal_sha256 } from "./utils/sha256";
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