// filepath: d:\Workspace\ComfyUI\custom_nodes\ComfyUI-Lora-Manager\static\js\api\baseModelApi.js
import { state, getCurrentPageState } from '../state/index.js';
import { showToast } from '../utils/uiHelpers.js';
import { showDeleteModal, confirmDelete } from '../utils/modalUtils.js';
/**
* Shared functionality for handling models (loras and checkpoints)
*/
// Generic function to load more models with pagination
export async function loadMoreModels(options = {}) {
const {
resetPage = false,
updateFolders = false,
modelType = 'lora', // 'lora' or 'checkpoint'
createCardFunction,
endpoint = '/api/loras'
} = options;
const pageState = getCurrentPageState();
if (pageState.isLoading || (!pageState.hasMore && !resetPage)) return;
pageState.isLoading = true;
document.body.classList.add('loading');
try {
// Reset to first page if requested
if (resetPage) {
pageState.currentPage = 1;
// Clear grid if resetting
const gridId = modelType === 'checkpoint' ? 'checkpointGrid' : 'loraGrid';
const grid = document.getElementById(gridId);
if (grid) grid.innerHTML = '';
}
const params = new URLSearchParams({
page: pageState.currentPage,
page_size: pageState.pageSize || 20,
sort_by: pageState.sortBy
});
if (pageState.activeFolder !== null) {
params.append('folder', pageState.activeFolder);
}
// Add search parameters if there's a search term
if (pageState.filters?.search) {
params.append('search', pageState.filters.search);
params.append('fuzzy', 'true');
// Add search option parameters if available
if (pageState.searchOptions) {
params.append('search_filename', pageState.searchOptions.filename.toString());
params.append('search_modelname', pageState.searchOptions.modelname.toString());
if (pageState.searchOptions.tags !== undefined) {
params.append('search_tags', pageState.searchOptions.tags.toString());
}
params.append('recursive', (pageState.searchOptions?.recursive ?? false).toString());
}
}
// Add filter parameters if active
if (pageState.filters) {
// Handle tags filters
if (pageState.filters.tags && pageState.filters.tags.length > 0) {
// Checkpoints API expects individual 'tag' parameters, Loras API expects comma-separated 'tags'
if (modelType === 'checkpoint') {
pageState.filters.tags.forEach(tag => {
params.append('tag', tag);
});
} else {
params.append('tags', pageState.filters.tags.join(','));
}
}
// Handle base model filters
if (pageState.filters.baseModel && pageState.filters.baseModel.length > 0) {
if (modelType === 'checkpoint') {
pageState.filters.baseModel.forEach(model => {
params.append('base_model', model);
});
} else {
params.append('base_models', pageState.filters.baseModel.join(','));
}
}
}
// Add model-specific parameters
if (modelType === 'lora') {
// Check for recipe-based filtering parameters from session storage
const filterLoraHash = getSessionItem ? getSessionItem('recipe_to_lora_filterLoraHash') : null;
const filterLoraHashes = getSessionItem ? getSessionItem('recipe_to_lora_filterLoraHashes') : null;
// Add hash filter parameter if present
if (filterLoraHash) {
params.append('lora_hash', filterLoraHash);
}
// Add multiple hashes filter if present
else if (filterLoraHashes) {
try {
if (Array.isArray(filterLoraHashes) && filterLoraHashes.length > 0) {
params.append('lora_hashes', filterLoraHashes.join(','));
}
} catch (error) {
console.error('Error parsing lora hashes from session storage:', error);
}
}
}
const response = await fetch(`${endpoint}?${params}`);
if (!response.ok) {
throw new Error(`Failed to fetch models: ${response.statusText}`);
}
const data = await response.json();
const gridId = modelType === 'checkpoint' ? 'checkpointGrid' : 'loraGrid';
const grid = document.getElementById(gridId);
if (data.items.length === 0 && pageState.currentPage === 1) {
grid.innerHTML = `
No ${modelType}s found in this folder
`;
pageState.hasMore = false;
} else if (data.items.length > 0) {
pageState.hasMore = pageState.currentPage < data.total_pages;
// Append model cards using the provided card creation function
data.items.forEach(model => {
const card = createCardFunction(model);
grid.appendChild(card);
});
// Increment the page number AFTER successful loading
pageState.currentPage++;
} else {
pageState.hasMore = false;
}
if (updateFolders && data.folders) {
updateFolderTags(data.folders);
}
} catch (error) {
console.error(`Error loading ${modelType}s:`, error);
showToast(`Failed to load ${modelType}s: ${error.message}`, 'error');
} finally {
pageState.isLoading = false;
document.body.classList.remove('loading');
}
}
// Update folder tags in the UI
export function updateFolderTags(folders) {
const folderTagsContainer = document.querySelector('.folder-tags');
if (!folderTagsContainer) return;
// Keep track of currently selected folder
const pageState = getCurrentPageState();
const currentFolder = pageState.activeFolder;
// Create HTML for folder tags
const tagsHTML = folders.map(folder => {
const isActive = folder === currentFolder;
return `${folder}
`;
}).join('');
// Update the container
folderTagsContainer.innerHTML = tagsHTML;
// Reattach click handlers and ensure the active tag is visible
const tags = folderTagsContainer.querySelectorAll('.tag');
tags.forEach(tag => {
if (typeof toggleFolder === 'function') {
tag.addEventListener('click', toggleFolder);
}
if (tag.dataset.folder === currentFolder) {
tag.scrollIntoView({ behavior: 'smooth', block: 'nearest' });
}
});
}
// Generic function to replace a model preview
export function replaceModelPreview(filePath, modelType = 'lora') {
// Open file picker
const input = document.createElement('input');
input.type = 'file';
input.accept ='image/*,video/mp4';
input.onchange = async function() {
if (!input.files || !input.files[0]) return;
const file = input.files[0];
await uploadPreview(filePath, file, modelType);
};
input.click();
}
// Delete a model (generic)
export function deleteModel(filePath, modelType = 'lora') {
if (modelType === 'checkpoint') {
confirmDelete('Are you sure you want to delete this checkpoint?', () => {
performDelete(filePath, modelType);
});
} else {
showDeleteModal(filePath);
}
}
// Reset and reload models
export async function resetAndReload(options = {}) {
const {
updateFolders = false,
modelType = 'lora',
loadMoreFunction
} = options;
const pageState = getCurrentPageState();
console.log('Resetting with state:', { ...pageState });
// Reset pagination and load more models
if (typeof loadMoreFunction === 'function') {
await loadMoreFunction(true, updateFolders);
}
}
// Generic function to refresh models
export async function refreshModels(options = {}) {
const {
modelType = 'lora',
scanEndpoint = '/api/loras/scan',
resetAndReloadFunction
} = options;
try {
state.loadingManager.showSimpleLoading(`Refreshing ${modelType}s...`);
const response = await fetch(scanEndpoint);
if (!response.ok) {
throw new Error(`Failed to refresh ${modelType}s: ${response.status} ${response.statusText}`);
}
if (typeof resetAndReloadFunction === 'function') {
await resetAndReloadFunction();
}
showToast(`Refresh complete`, 'success');
} catch (error) {
console.error(`Refresh failed:`, error);
showToast(`Failed to refresh ${modelType}s`, 'error');
} finally {
state.loadingManager.hide();
state.loadingManager.restoreProgressBar();
}
}
// Generic fetch from Civitai
export async function fetchCivitaiMetadata(options = {}) {
const {
modelType = 'lora',
fetchEndpoint = '/api/fetch-all-civitai',
resetAndReloadFunction
} = options;
let ws = null;
await state.loadingManager.showWithProgress(async (loading) => {
try {
const wsProtocol = window.location.protocol === 'https:' ? 'wss://' : 'ws://';
ws = new WebSocket(`${wsProtocol}${window.location.host}/ws/fetch-progress`);
const operationComplete = new Promise((resolve, reject) => {
ws.onmessage = (event) => {
const data = JSON.parse(event.data);
switch(data.status) {
case 'started':
loading.setStatus('Starting metadata fetch...');
break;
case 'processing':
const percent = ((data.processed / data.total) * 100).toFixed(1);
loading.setProgress(percent);
loading.setStatus(
`Processing (${data.processed}/${data.total}) ${data.current_name}`
);
break;
case 'completed':
loading.setProgress(100);
loading.setStatus(
`Completed: Updated ${data.success} of ${data.processed} ${modelType}s`
);
resolve();
break;
case 'error':
reject(new Error(data.error));
break;
}
};
ws.onerror = (error) => {
reject(new Error('WebSocket error: ' + error.message));
};
});
await new Promise((resolve, reject) => {
ws.onopen = resolve;
ws.onerror = reject;
});
const requestBody = modelType === 'checkpoint'
? JSON.stringify({ model_type: 'checkpoint' })
: JSON.stringify({});
const response = await fetch(fetchEndpoint, {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: requestBody
});
if (!response.ok) {
throw new Error('Failed to fetch metadata');
}
await operationComplete;
if (typeof resetAndReloadFunction === 'function') {
await resetAndReloadFunction();
}
} catch (error) {
console.error('Error fetching metadata:', error);
showToast('Failed to fetch metadata: ' + error.message, 'error');
} finally {
if (ws) {
ws.close();
}
}
}, {
initialMessage: 'Connecting...',
completionMessage: 'Metadata update complete'
});
}
// Generic function to refresh single model metadata
export async function refreshSingleModelMetadata(filePath, modelType = 'lora') {
try {
state.loadingManager.showSimpleLoading('Refreshing metadata...');
const endpoint = modelType === 'checkpoint'
? '/api/checkpoints/fetch-civitai'
: '/api/fetch-civitai';
const response = await fetch(endpoint, {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({ file_path: filePath })
});
if (!response.ok) {
throw new Error('Failed to refresh metadata');
}
const data = await response.json();
if (data.success) {
showToast('Metadata refreshed successfully', 'success');
return true;
} else {
throw new Error(data.error || 'Failed to refresh metadata');
}
} catch (error) {
console.error('Error refreshing metadata:', error);
showToast(error.message, 'error');
return false;
} finally {
state.loadingManager.hide();
state.loadingManager.restoreProgressBar();
}
}
// Private methods
// Upload a preview image
async function uploadPreview(filePath, file, modelType = 'lora') {
const loadingOverlay = document.getElementById('loading-overlay');
const loadingStatus = document.querySelector('.loading-status');
try {
if (loadingOverlay) loadingOverlay.style.display = 'flex';
if (loadingStatus) loadingStatus.textContent = 'Uploading preview...';
const formData = new FormData();
// Use appropriate parameter names and endpoint based on model type
// Prepare common form data
formData.append('preview_file', file);
formData.append('model_path', filePath);
// Set endpoint based on model type
const endpoint = modelType === 'checkpoint'
? '/api/checkpoints/replace-preview'
: '/api/replace_preview';
const response = await fetch(endpoint, {
method: 'POST',
body: formData
});
if (!response.ok) {
throw new Error('Upload failed');
}
const data = await response.json();
// Update the card preview in UI
const card = document.querySelector(`.lora-card[data-filepath="${filePath}"]`);
if (card) {
const previewContainer = card.querySelector('.card-preview');
const oldPreview = previewContainer.querySelector('img, video');
// For LoRA models, use timestamp to prevent caching
if (modelType === 'lora') {
state.previewVersions?.set(filePath, Date.now());
}
const timestamp = Date.now();
const previewUrl = data.preview_url ?
`${data.preview_url}?t=${timestamp}` :
`/api/model/preview_image?path=${encodeURIComponent(filePath)}&t=${timestamp}`;
// Create appropriate element based on file type
if (file.type.startsWith('video/')) {
const video = document.createElement('video');
video.controls = true;
video.autoplay = true;
video.muted = true;
video.loop = true;
video.src = previewUrl;
oldPreview.replaceWith(video);
} else {
const img = document.createElement('img');
img.src = previewUrl;
oldPreview.replaceWith(img);
}
showToast('Preview updated successfully', 'success');
}
} catch (error) {
console.error('Error uploading preview:', error);
showToast('Failed to upload preview image', 'error');
} finally {
if (loadingOverlay) loadingOverlay.style.display = 'none';
}
}
// Private function to perform the delete operation
async function performDelete(filePath, modelType = 'lora') {
try {
showToast(`Deleting ${modelType}...`, 'info');
const response = await fetch('/api/model/delete', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({
file_path: filePath,
model_type: modelType
})
});
if (!response.ok) {
throw new Error(`Failed to delete ${modelType}: ${response.status} ${response.statusText}`);
}
const data = await response.json();
if (data.success) {
// Remove the card from UI
const card = document.querySelector(`.lora-card[data-filepath="${filePath}"]`);
if (card) {
card.remove();
}
showToast(`${modelType} deleted successfully`, 'success');
} else {
throw new Error(data.error || `Failed to delete ${modelType}`);
}
} catch (error) {
console.error(`Error deleting ${modelType}:`, error);
showToast(`Failed to delete ${modelType}: ${error.message}`, 'error');
}
}
// Helper function to get session item - import if available, otherwise provide fallback
function getSessionItem(key) {
if (typeof window !== 'undefined' && window.sessionStorage) {
const item = window.sessionStorage.getItem(key);
try {
return item ? JSON.parse(item) : null;
} catch (e) {
return item;
}
}
return null;
}