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<!DOCTYPE html>
<html>
<head>
<style>
body {
font-family: Arial, sans-serif;
}
input, button, progress {
display: block;
margin-top: 10px;
}
#message {
margin-top: 20px;
color: blue;
}
#error {
color: red;
}
</style>
</head>
<body>
<label for="tokenInput">Hugging Face Token:</label>
<input type="password" id="tokenInput" name="tokenInput">
<label for="repoInput">Repository ID:</label>
<input type="text" id="repoInput" name="repoInput" placeholder="my-user/nlp-model">
<input type="file" id="fileUpload" multiple>
<button id="uploadButton">Upload Files</button>
<div id="processingMessage"></div>
<div style="display:flex"><progress id="progressBar" value="0" max="100"></progress><div id="uploadSpeed"></div></div>
<div id="message"></div>
<div id="error"></div>
<script type="module">
import { createRepo, uploadFiles } from "https://cdn.jsdelivr.net/npm/@huggingface/[email protected]/+esm";
const uploadButton = document.getElementById('uploadButton');
uploadButton.addEventListener('click', upload);
// Override global fetch
const originalFetch = window.fetch;
let uploadStartTime;
let uploadedBytes = 0;
window.fetch = function(url, init) {
if (typeof url === 'string' && init && init.method === 'PUT') {
uploadStartTime = uploadStartTime || Date.now();
return new Promise((resolve, reject) => {
const xhr = new XMLHttpRequest();
xhr.open(init.method, url);
for (let header in init.headers) {
xhr.setRequestHeader(header, init.headers[header]);
}
xhr.onload = () => {
resolve({
ok: xhr.status >= 200 && xhr.status < 300,
status: xhr.status,
statusText: xhr.statusText,
text: () => Promise.resolve(xhr.responseText),
});
};
xhr.onerror = () => reject(new TypeError('Network request failed'));
xhr.ontimeout = () => reject(new TypeError('Network request failed due to timeout'));
xhr.upload.onprogress = (event) => {
if (event.lengthComputable) {
uploadedBytes += event.loaded;
const progress = uploadedBytes / event.total;
const progressBar = document.getElementById('progressBar');
progressBar.value = progress * 100;
const speedDiv = document.getElementById('uploadSpeed');
const elapsedTime = (Date.now() - uploadStartTime) / 1000; // in seconds
const speed = uploadedBytes / elapsedTime; // in bytes per second
speedDiv.textContent = `Upload speed: ${(speed / 1024 / 1024).toFixed(2)} MB/s`;
}
};
xhr.send(init.body);
});
} else {
return originalFetch(url, init);
}
}
async function upload() {
const fileInput = document.getElementById('fileUpload');
const files = Array.from(fileInput.files);
const tokenInput = document.getElementById('tokenInput');
const HF_ACCESS_TOKEN = tokenInput.value;
const repoInput = document.getElementById('repoInput');
const REPO_ID = repoInput.value;
const progressBar = document.getElementById('progressBar');
const messageDiv = document.getElementById('message');
const errorDiv = document.getElementById('error');
const processingMessage = document.getElementById('processingMessage');
progressBar.value = 0;
messageDiv.textContent = '';
errorDiv.textContent = '';
processingMessage.textContent = '';
if (files.length > 0) {
let totalSize = 0;
for (let file of files) {
totalSize += file.size;
}
totalSize = totalSize / (1024 * 1024);
const startTime = Date.now();
try {
await createRepo({
repo: REPO_ID,
credentials: { accessToken: HF_ACCESS_TOKEN },
});
} catch (error) {
if (error.message === 'You already created this model repo') {
console.log('Repository already exists, proceeding to upload files');
} else {
console.error('Error creating repository', error);
errorDiv.textContent = 'Error creating repository';
return;
}
}
try {
await uploadFiles({
repo: REPO_ID,
credentials: { accessToken: HF_ACCESS_TOKEN },
files: files.map(file => ({path: file.name, content: file}))
});
console.log(`All files uploaded successfully`);
progressBar.value = 100;
} catch (error) {
console.error('Error uploading files', error);
errorDiv.textContent = 'Error uploading files';
return;
}
const elapsedTime = (Date.now() - startTime) / 1000;
let speed = totalSize / elapsedTime;
let time1GB = (1024 / speed) / 60;
let time5GB = (5 * 1024 / speed) / 60;
let time10GB = (10 * 1024 / speed) / 60;
messageDiv.innerHTML = `All files uploaded successfully in ${elapsedTime.toFixed(2)} seconds, for all ${totalSize.toFixed(2)} MB in the ${files.length} files, speed ${speed.toFixed(2)} MB/s.<br>To upload a 1GB model at this speed, it would take approximately ${time1GB.toFixed(2)} minutes.<br>To upload a 5GB model at this speed, it would take approximately ${time5GB.toFixed(2)} minutes.<br>To upload a 10GB model at this speed, it would take approximately ${time10GB.toFixed(2)} minutes.`;
processingMessage.textContent = "All files processed";
} else {
messageDiv.textContent = 'Please select files to upload';
}
}
</script>
</body>
</html> |