"use strict" // Opt in to a restricted variant of JavaScript
const MAX_INIT_IMAGE_DIMENSION = 768
const MIN_GPUS_TO_SHOW_SELECTION = 2
const IMAGE_REGEX = new RegExp("data:image/[A-Za-z]+;base64")
const htmlTaskMap = new WeakMap()
const spinnerPacmanHtml =
'
`
createCollapsibles(taskEntry)
let draghandle = taskEntry.querySelector(".drag-handle")
draghandle.addEventListener("mousedown", (e) => {
taskEntry.setAttribute("draggable", true)
})
// Add a debounce delay to allow mobile to bouble tap.
draghandle.addEventListener(
"mouseup",
debounce((e) => {
taskEntry.setAttribute("draggable", false)
}, 2000)
)
draghandle.addEventListener("click", (e) => {
e.preventDefault() // Don't allow the results to be collapsed...
})
taskEntry.addEventListener("dragend", (e) => {
taskEntry.setAttribute("draggable", false)
imagePreview.querySelectorAll(".imageTaskContainer").forEach((itc) => {
itc.classList.remove("dropTargetBefore", "dropTargetAfter")
})
imagePreview.removeEventListener("dragover", onTaskEntryDragOver)
})
taskEntry.addEventListener("dragstart", function(e) {
imagePreview.addEventListener("dragover", onTaskEntryDragOver)
e.dataTransfer.setData("text/plain", taskEntry.id)
startX = e.target.closest(".imageTaskContainer").offsetLeft
startY = e.target.closest(".imageTaskContainer").offsetTop
})
if (task.reqBody.init_image !== undefined) {
createInitImageHover(taskEntry)
}
task["taskStatusLabel"] = taskEntry.querySelector(".taskStatusLabel")
task["outputContainer"] = taskEntry.querySelector(".img-preview")
task["outputMsg"] = taskEntry.querySelector(".outputMsg")
task["previewPrompt"] = taskEntry.querySelector(".preview-prompt")
task["progressBar"] = taskEntry.querySelector(".progress-bar")
task["stopTask"] = taskEntry.querySelector(".stopTask")
task["stopTask"].addEventListener("click", (e) => {
e.stopPropagation()
if (task["isProcessing"]) {
shiftOrConfirm(e, "Stop this task?", async function(e) {
if (task.batchesDone <= 0 || !task.isProcessing) {
removeTask(taskEntry)
}
abortTask(task)
})
} else {
removeTask(taskEntry)
}
})
task["useSettings"] = taskEntry.querySelector(".useSettings")
task["useSettings"].addEventListener("click", function(e) {
e.stopPropagation()
restoreTaskToUI(task, TASK_REQ_NO_EXPORT)
})
task.isProcessing = true
taskEntry = imagePreviewContent.insertBefore(taskEntry, previewTools.nextSibling)
htmlTaskMap.set(taskEntry, task)
task.previewPrompt.innerText = task.reqBody.prompt
if (task.previewPrompt.innerText.trim() === "") {
task.previewPrompt.innerHTML = " " // allows the results to be collapsed
}
return taskEntry.id
}
function getCurrentUserRequest() {
const numOutputsTotal = parseInt(numOutputsTotalField.value)
let numOutputsParallel = parseInt(numOutputsParallelField.value)
const seed = randomSeedField.checked ? Math.floor(Math.random() * (2 ** 32 - 1)) : parseInt(seedField.value)
if (
testDiffusers.checked &&
document.getElementById("toggle-tensorrt-install").innerHTML == "Uninstall" &&
document.querySelector("#convert_to_tensorrt").checked
) {
// TRT enabled
numOutputsParallel = 1 // force 1 parallel
}
const newTask = {
batchesDone: 0,
numOutputsTotal: numOutputsTotal,
batchCount: Math.ceil(numOutputsTotal / numOutputsParallel),
seed,
reqBody: {
seed,
used_random_seed: randomSeedField.checked,
negative_prompt: negativePromptField.value.trim(),
num_outputs: numOutputsParallel,
num_inference_steps: parseInt(numInferenceStepsField.value),
guidance_scale: parseFloat(guidanceScaleField.value),
width: parseInt(widthField.value),
height: parseInt(heightField.value),
// allow_nsfw: allowNSFWField.checked,
vram_usage_level: vramUsageLevelField.value,
sampler_name: samplerField.value,
//render_device: undefined, // Set device affinity. Prefer this device, but wont activate.
use_stable_diffusion_model: stableDiffusionModelField.value,
clip_skip: clipSkipField.checked,
tiling: tilingField.value,
use_vae_model: vaeModelField.value,
stream_progress_updates: true,
stream_image_progress: numOutputsTotal > 50 ? false : streamImageProgressField.checked,
show_only_filtered_image: showOnlyFilteredImageField.checked,
block_nsfw: blockNSFWField.checked,
output_format: outputFormatField.value,
output_quality: parseInt(outputQualityField.value),
output_lossless: outputLosslessField.checked,
metadata_output_format: metadataOutputFormatField.value,
original_prompt: promptField.value,
active_tags: activeTags.map((x) => x.name),
inactive_tags: activeTags.filter((tag) => tag.inactive === true).map((x) => x.name),
},
}
if (IMAGE_REGEX.test(initImagePreview.src)) {
newTask.reqBody.init_image = initImagePreview.src
newTask.reqBody.prompt_strength = parseFloat(promptStrengthField.value)
// if (IMAGE_REGEX.test(maskImagePreview.src)) {
// newTask.reqBody.mask = maskImagePreview.src
// }
if (maskSetting.checked) {
newTask.reqBody.mask = imageInpainter.getImg()
newTask.reqBody.strict_mask_border = strictMaskBorderField.checked
}
newTask.reqBody.preserve_init_image_color_profile = applyColorCorrectionField.checked
if (!testDiffusers.checked) {
newTask.reqBody.sampler_name = "ddim"
}
}
if (saveToDiskField.checked && diskPathField.value.trim() !== "") {
newTask.reqBody.save_to_disk_path = diskPathField.value.trim()
}
if (useFaceCorrectionField.checked) {
newTask.reqBody.use_face_correction = gfpganModelField.value
if (gfpganModelField.value.includes("codeformer")) {
newTask.reqBody.codeformer_upscale_faces = document.querySelector("#codeformer_upscale_faces").checked
newTask.reqBody.codeformer_fidelity = 1 - parseFloat(codeformerFidelityField.value)
}
}
if (useUpscalingField.checked) {
newTask.reqBody.use_upscale = upscaleModelField.value
newTask.reqBody.upscale_amount = upscaleAmountField.value
if (upscaleModelField.value === "latent_upscaler") {
newTask.reqBody.upscale_amount = "2"
newTask.reqBody.latent_upscaler_steps = latentUpscalerStepsField.value
}
}
if (hypernetworkModelField.value) {
newTask.reqBody.use_hypernetwork_model = hypernetworkModelField.value
newTask.reqBody.hypernetwork_strength = parseFloat(hypernetworkStrengthField.value)
}
if (testDiffusers.checked) {
let [modelNames, modelStrengths] = getModelInfo(loraModels)
if (modelNames.length > 0) {
modelNames = modelNames.length == 1 ? modelNames[0] : modelNames
modelStrengths = modelStrengths.length == 1 ? modelStrengths[0] : modelStrengths
newTask.reqBody.use_lora_model = modelNames
newTask.reqBody.lora_alpha = modelStrengths
}
}
if (testDiffusers.checked && document.getElementById("toggle-tensorrt-install").innerHTML == "Uninstall") {
// TRT is installed
newTask.reqBody.convert_to_tensorrt = document.querySelector("#convert_to_tensorrt").checked
}
if (controlnetModelField.value !== "" && IMAGE_REGEX.test(controlImagePreview.src)) {
newTask.reqBody.use_controlnet_model = controlnetModelField.value
newTask.reqBody.control_image = controlImagePreview.src
if (controlImageFilterField.value !== "") {
newTask.reqBody.control_filter_to_apply = controlImageFilterField.value
}
}
return newTask
}
function getModelInfo(models) {
let modelInfo = models.map((e) => [e[0].value, e[1].value])
modelInfo = modelInfo.filter((e) => e[0].trim() !== "")
modelInfo = modelInfo.map((e) => [e[0], parseFloat(e[1])])
let modelNames = modelInfo.map((e) => e[0])
let modelStrengths = modelInfo.map((e) => e[1])
return [modelNames, modelStrengths]
}
function getPrompts(prompts) {
if (typeof prompts === "undefined") {
prompts = promptField.value
}
if (prompts.trim() === "" && activeTags.length === 0) {
return [""]
}
let promptsToMake = []
if (prompts.trim() !== "") {
prompts = prompts.split("\n")
prompts = prompts.map((prompt) => prompt.trim())
prompts = prompts.filter((prompt) => prompt !== "")
promptsToMake = applyPermuteOperator(prompts)
promptsToMake = applySetOperator(promptsToMake)
}
const newTags = activeTags.filter((tag) => tag.inactive === undefined || tag.inactive === false)
if (newTags.length > 0) {
const promptTags = newTags.map((x) => x.name).join(", ")
if (promptsToMake.length > 0) {
promptsToMake = promptsToMake.map((prompt) => `${prompt}, ${promptTags}`)
} else {
promptsToMake.push(promptTags)
}
}
promptsToMake = applyPermuteOperator(promptsToMake)
promptsToMake = applySetOperator(promptsToMake)
PLUGINS["GET_PROMPTS_HOOK"].forEach((fn) => {
promptsToMake = fn(promptsToMake)
})
return promptsToMake
}
function getPromptsNumber(prompts) {
if (typeof prompts === "undefined") {
prompts = promptField.value
}
if (prompts.trim() === "" && activeTags.length === 0) {
return [""]
}
let promptsToMake = []
let numberOfPrompts = 0
if (prompts.trim() !== "") {
// this needs to stay sort of the same, as the prompts have to be passed through to the other functions
prompts = prompts.split("\n")
prompts = prompts.map((prompt) => prompt.trim())
prompts = prompts.filter((prompt) => prompt !== "")
// estimate number of prompts
let estimatedNumberOfPrompts = 0
prompts.forEach((prompt) => {
estimatedNumberOfPrompts +=
(prompt.match(/{[^}]*}/g) || [])
.map((e) => (e.match(/,/g) || []).length + 1)
.reduce((p, a) => p * a, 1) *
2 ** (prompt.match(/\|/g) || []).length
})
if (estimatedNumberOfPrompts >= 10000) {
return 10000
}
promptsToMake = applySetOperator(prompts) // switched those around as Set grows in a linear fashion and permute in 2^n, and one has to be computed for the other to be calculated
numberOfPrompts = applyPermuteOperatorNumber(promptsToMake)
}
const newTags = activeTags.filter((tag) => tag.inactive === undefined || tag.inactive === false)
if (newTags.length > 0) {
const promptTags = newTags.map((x) => x.name).join(", ")
if (numberOfPrompts > 0) {
// promptsToMake = promptsToMake.map((prompt) => `${prompt}, ${promptTags}`)
// nothing changes, as all prompts just get modified
} else {
// promptsToMake.push(promptTags)
numberOfPrompts = 1
}
}
// Why is this applied twice? It does not do anything here, as everything should have already been done earlier
// promptsToMake = applyPermuteOperator(promptsToMake)
// promptsToMake = applySetOperator(promptsToMake)
return numberOfPrompts
}
function applySetOperator(prompts) {
let promptsToMake = []
let braceExpander = new BraceExpander()
prompts.forEach((prompt) => {
let expandedPrompts = braceExpander.expand(prompt)
promptsToMake = promptsToMake.concat(expandedPrompts)
})
return promptsToMake
}
function applyPermuteOperator(prompts) {
// prompts is array of input, trimmed, filtered and split by \n
let promptsToMake = []
prompts.forEach((prompt) => {
let promptMatrix = prompt.split("|")
prompt = promptMatrix.shift().trim()
promptsToMake.push(prompt)
promptMatrix = promptMatrix.map((p) => p.trim())
promptMatrix = promptMatrix.filter((p) => p !== "")
if (promptMatrix.length > 0) {
let promptPermutations = permutePrompts(prompt, promptMatrix)
promptsToMake = promptsToMake.concat(promptPermutations)
}
})
return promptsToMake
}
// returns how many prompts would have to be made with the given prompts
function applyPermuteOperatorNumber(prompts) {
// prompts is array of input, trimmed, filtered and split by \n
let numberOfPrompts = 0
prompts.forEach((prompt) => {
let promptCounter = 1
let promptMatrix = prompt.split("|")
promptMatrix.shift()
promptMatrix = promptMatrix.map((p) => p.trim())
promptMatrix = promptMatrix.filter((p) => p !== "")
if (promptMatrix.length > 0) {
promptCounter *= permuteNumber(promptMatrix)
}
numberOfPrompts += promptCounter
})
return numberOfPrompts
}
function permutePrompts(promptBase, promptMatrix) {
let prompts = []
let permutations = permute(promptMatrix)
permutations.forEach((perm) => {
let prompt = promptBase
if (perm.length > 0) {
let promptAddition = perm.join(", ")
if (promptAddition.trim() === "") {
return
}
prompt += ", " + promptAddition
}
prompts.push(prompt)
})
return prompts
}
// create a file name with embedded prompt and metadata
// for easier cateloging and comparison
function createFileName(prompt, seed, steps, guidance, outputFormat) {
// Most important information is the prompt
let underscoreName = prompt.replace(/[^a-zA-Z0-9]/g, "_")
underscoreName = underscoreName.substring(0, 70)
// name and the top level metadata
let fileName = `${underscoreName}_S${seed}_St${steps}_G${guidance}.${outputFormat}`
return fileName
}
async function stopAllTasks() {
getUncompletedTaskEntries().forEach((taskEntry) => {
const taskStatusLabel = taskEntry.querySelector(".taskStatusLabel")
if (taskStatusLabel) {
taskStatusLabel.style.display = "none"
}
const task = htmlTaskMap.get(taskEntry)
if (!task) {
return
}
abortTask(task)
})
}
function updateInitialText() {
if (document.querySelector(".imageTaskContainer") === null) {
if (undoBuffer.length > 0) {
initialText.prepend(undoButton)
}
previewTools.classList.add("displayNone")
initialText.classList.remove("displayNone")
} else {
initialText.classList.add("displayNone")
previewTools.classList.remove("displayNone")
document.querySelector("div.display-settings").prepend(undoButton)
}
}
function removeTask(taskToRemove) {
undoableRemove(taskToRemove)
updateInitialText()
}
clearAllPreviewsBtn.addEventListener("click", (e) => {
shiftOrConfirm(e, "Clear all the results and tasks in this window?", async function() {
await stopAllTasks()
let taskEntries = document.querySelectorAll(".imageTaskContainer")
taskEntries.forEach(removeTask)
})
})
/* Download images popup */
showDownloadDialogBtn.addEventListener("click", (e) => {
saveAllImagesDialog.showModal()
})
saveAllImagesCloseBtn.addEventListener("click", (e) => {
saveAllImagesDialog.close()
})
modalDialogCloseOnBackdropClick(saveAllImagesDialog)
makeDialogDraggable(saveAllImagesDialog)
saveAllZipToggle.addEventListener("change", (e) => {
if (saveAllZipToggle.checked) {
saveAllFoldersOption.classList.remove("displayNone")
} else {
saveAllFoldersOption.classList.add("displayNone")
}
})
// convert base64 to raw binary data held in a string
function dataURItoBlob(dataURI) {
var byteString = atob(dataURI.split(",")[1])
// separate out the mime component
var mimeString = dataURI
.split(",")[0]
.split(":")[1]
.split(";")[0]
// write the bytes of the string to an ArrayBuffer
var ab = new ArrayBuffer(byteString.length)
// create a view into the buffer
var ia = new Uint8Array(ab)
// set the bytes of the buffer to the correct values
for (var i = 0; i < byteString.length; i++) {
ia[i] = byteString.charCodeAt(i)
}
// write the ArrayBuffer to a blob, and you're done
return new Blob([ab], { type: mimeString })
}
function downloadAllImages() {
let i = 0
let optZIP = saveAllZipToggle.checked
let optTree = optZIP && saveAllTreeToggle.checked
let optJSON = saveAllJSONToggle.checked
let zip = new JSZip()
let folder = zip
document.querySelectorAll(".imageTaskContainer").forEach((container) => {
if (optTree) {
let name =
++i +
"-" +
container
.querySelector(".preview-prompt")
.textContent.replace(/[^a-zA-Z0-9]/g, "_")
.substring(0, 25)
folder = zip.folder(name)
}
container.querySelectorAll(".imgContainer img").forEach((img) => {
let imgItem = img.closest(".imgItem")
if (imgItem.style.display === "none") {
return
}
let req = imageRequest[img.dataset["imagecounter"]]
if (optZIP) {
let suffix = img.dataset["imagecounter"] + "." + req["output_format"]
folder.file(getDownloadFilename(img, suffix), dataURItoBlob(img.src))
if (optJSON) {
suffix = img.dataset["imagecounter"] + ".json"
folder.file(getDownloadFilename(img, suffix), JSON.stringify(req, null, 2))
}
} else {
setTimeout(() => {
imgItem.querySelector(".download-img").click()
}, i * 200)
i = i + 1
if (optJSON) {
setTimeout(() => {
imgItem.querySelector(".download-json").click()
}, i * 200)
i = i + 1
}
}
})
})
if (optZIP) {
let now = Date.now()
.toString(36)
.toUpperCase()
zip.generateAsync({ type: "blob" }).then(function(blob) {
saveAs(blob, `EasyDiffusion-Images-${now}.zip`)
})
}
}
saveAllImagesBtn.addEventListener("click", (e) => {
downloadAllImages()
})
stopImageBtn.addEventListener("click", (e) => {
shiftOrConfirm(e, "Stop all the tasks?", async function(e) {
await stopAllTasks()
})
})
widthField.addEventListener("change", onDimensionChange)
heightField.addEventListener("change", onDimensionChange)
function renameMakeImageButton() {
let totalImages =
Math.max(parseInt(numOutputsTotalField.value), parseInt(numOutputsParallelField.value)) * getPromptsNumber()
let imageLabel = "Image"
if (totalImages > 1) {
imageLabel = totalImages + " Images"
}
if (SD.activeTasks.size == 0) {
if (totalImages >= 10000) makeImageBtn.innerText = "Make 10000+ images"
else makeImageBtn.innerText = "Make " + imageLabel
} else {
if (totalImages >= 10000) makeImageBtn.innerText = "Enqueue 10000+ images"
else makeImageBtn.innerText = "Enqueue Next " + imageLabel
}
}
numOutputsTotalField.addEventListener("change", renameMakeImageButton)
numOutputsTotalField.addEventListener("keyup", debounce(renameMakeImageButton, 300))
numOutputsParallelField.addEventListener("change", renameMakeImageButton)
numOutputsParallelField.addEventListener("keyup", debounce(renameMakeImageButton, 300))
function onDimensionChange() {
let widthValue = parseInt(widthField.value)
let heightValue = parseInt(heightField.value)
if (!initImagePreviewContainer.classList.contains("has-image")) {
imageEditor.setImage(null, widthValue, heightValue)
} else {
imageInpainter.setImage(initImagePreview.src, widthValue, heightValue)
}
if (widthValue < 512 && heightValue < 512) {
smallImageWarning.classList.remove("displayNone")
} else {
smallImageWarning.classList.add("displayNone")
}
}
diskPathField.disabled = !saveToDiskField.checked
metadataOutputFormatField.disabled = !saveToDiskField.checked
gfpganModelField.disabled = !useFaceCorrectionField.checked
useFaceCorrectionField.addEventListener("change", function(e) {
gfpganModelField.disabled = !this.checked
onFixFaceModelChange()
})
function onFixFaceModelChange() {
let codeformerSettings = document.querySelector("#codeformer_settings")
if (gfpganModelField.value === "codeformer" && !gfpganModelField.disabled) {
codeformerSettings.classList.remove("displayNone")
codeformerSettings.classList.add("expandedSettingRow")
} else {
codeformerSettings.classList.add("displayNone")
codeformerSettings.classList.remove("expandedSettingRow")
}
}
gfpganModelField.addEventListener("change", onFixFaceModelChange)
onFixFaceModelChange()
function onControlnetModelChange() {
let configBox = document.querySelector("#controlnet_config")
if (IMAGE_REGEX.test(controlImagePreview.src)) {
configBox.classList.remove("displayNone")
controlImageContainer.classList.remove("displayNone")
} else {
configBox.classList.add("displayNone")
controlImageContainer.classList.add("displayNone")
}
}
controlImagePreview.addEventListener("load", onControlnetModelChange)
controlImagePreview.addEventListener("unload", onControlnetModelChange)
onControlnetModelChange()
upscaleModelField.disabled = !useUpscalingField.checked
upscaleAmountField.disabled = !useUpscalingField.checked
useUpscalingField.addEventListener("change", function(e) {
upscaleModelField.disabled = !this.checked
upscaleAmountField.disabled = !this.checked
onUpscaleModelChange()
})
function onUpscaleModelChange() {
let upscale4x = document.querySelector("#upscale_amount_4x")
if (upscaleModelField.value === "latent_upscaler" && !upscaleModelField.disabled) {
upscale4x.disabled = true
upscaleAmountField.value = "2"
latentUpscalerSettings.classList.remove("displayNone")
latentUpscalerSettings.classList.add("expandedSettingRow")
} else {
upscale4x.disabled = false
latentUpscalerSettings.classList.add("displayNone")
latentUpscalerSettings.classList.remove("expandedSettingRow")
}
}
upscaleModelField.addEventListener("change", onUpscaleModelChange)
onUpscaleModelChange()
makeImageBtn.addEventListener("click", makeImage)
document.onkeydown = function(e) {
if (e.ctrlKey && e.code === "Enter") {
makeImage()
e.preventDefault()
}
}
/********************* CodeFormer Fidelity **************************/
function updateCodeformerFidelity() {
codeformerFidelityField.value = codeformerFidelitySlider.value / 10
codeformerFidelityField.dispatchEvent(new Event("change"))
}
function updateCodeformerFidelitySlider() {
if (codeformerFidelityField.value < 0) {
codeformerFidelityField.value = 0
} else if (codeformerFidelityField.value > 1) {
codeformerFidelityField.value = 1
}
codeformerFidelitySlider.value = codeformerFidelityField.value * 10
codeformerFidelitySlider.dispatchEvent(new Event("change"))
}
codeformerFidelitySlider.addEventListener("input", updateCodeformerFidelity)
codeformerFidelityField.addEventListener("input", updateCodeformerFidelitySlider)
updateCodeformerFidelity()
/********************* Latent Upscaler Steps **************************/
function updateLatentUpscalerSteps() {
latentUpscalerStepsField.value = latentUpscalerStepsSlider.value
latentUpscalerStepsField.dispatchEvent(new Event("change"))
}
function updateLatentUpscalerStepsSlider() {
if (latentUpscalerStepsField.value < 1) {
latentUpscalerStepsField.value = 1
} else if (latentUpscalerStepsField.value > 50) {
latentUpscalerStepsField.value = 50
}
latentUpscalerStepsSlider.value = latentUpscalerStepsField.value
latentUpscalerStepsSlider.dispatchEvent(new Event("change"))
}
latentUpscalerStepsSlider.addEventListener("input", updateLatentUpscalerSteps)
latentUpscalerStepsField.addEventListener("input", updateLatentUpscalerStepsSlider)
updateLatentUpscalerSteps()
/********************* Guidance **************************/
function updateGuidanceScale() {
guidanceScaleField.value = guidanceScaleSlider.value / 10
guidanceScaleField.dispatchEvent(new Event("change"))
}
function updateGuidanceScaleSlider() {
if (guidanceScaleField.value < 0) {
guidanceScaleField.value = 0
} else if (guidanceScaleField.value > 50) {
guidanceScaleField.value = 50
}
guidanceScaleSlider.value = guidanceScaleField.value * 10
guidanceScaleSlider.dispatchEvent(new Event("change"))
}
guidanceScaleSlider.addEventListener("input", updateGuidanceScale)
guidanceScaleField.addEventListener("input", updateGuidanceScaleSlider)
updateGuidanceScale()
/********************* Prompt Strength *******************/
function updatePromptStrength() {
promptStrengthField.value = promptStrengthSlider.value / 100
promptStrengthField.dispatchEvent(new Event("change"))
}
function updatePromptStrengthSlider() {
if (promptStrengthField.value < 0) {
promptStrengthField.value = 0
} else if (promptStrengthField.value > 0.99) {
promptStrengthField.value = 0.99
}
promptStrengthSlider.value = promptStrengthField.value * 100
promptStrengthSlider.dispatchEvent(new Event("change"))
}
promptStrengthSlider.addEventListener("input", updatePromptStrength)
promptStrengthField.addEventListener("input", updatePromptStrengthSlider)
updatePromptStrength()
/********************* Hypernetwork Strength **********************/
function updateHypernetworkStrength() {
hypernetworkStrengthField.value = hypernetworkStrengthSlider.value / 100
hypernetworkStrengthField.dispatchEvent(new Event("change"))
}
function updateHypernetworkStrengthSlider() {
if (hypernetworkStrengthField.value < 0) {
hypernetworkStrengthField.value = 0
} else if (hypernetworkStrengthField.value > 0.99) {
hypernetworkStrengthField.value = 0.99
}
hypernetworkStrengthSlider.value = hypernetworkStrengthField.value * 100
hypernetworkStrengthSlider.dispatchEvent(new Event("change"))
}
hypernetworkStrengthSlider.addEventListener("input", updateHypernetworkStrength)
hypernetworkStrengthField.addEventListener("input", updateHypernetworkStrengthSlider)
updateHypernetworkStrength()
function updateHypernetworkStrengthContainer() {
document.querySelector("#hypernetwork_strength_container").style.display =
hypernetworkModelField.value === "" ? "none" : ""
}
hypernetworkModelField.addEventListener("change", updateHypernetworkStrengthContainer)
updateHypernetworkStrengthContainer()
/********************* JPEG/WEBP Quality **********************/
function updateOutputQuality() {
outputQualityField.value = 0 | outputQualitySlider.value
outputQualityField.dispatchEvent(new Event("change"))
}
function updateOutputQualitySlider() {
if (outputQualityField.value < 10) {
outputQualityField.value = 10
} else if (outputQualityField.value > 95) {
outputQualityField.value = 95
}
outputQualitySlider.value = 0 | outputQualityField.value
outputQualitySlider.dispatchEvent(new Event("change"))
}
outputQualitySlider.addEventListener("input", updateOutputQuality)
outputQualityField.addEventListener("input", debounce(updateOutputQualitySlider, 1500))
updateOutputQuality()
function updateOutputQualityVisibility() {
if (outputFormatField.value === "webp") {
outputLosslessContainer.classList.remove("displayNone")
if (outputLosslessField.checked) {
outputQualityRow.classList.add("displayNone")
} else {
outputQualityRow.classList.remove("displayNone")
}
} else if (outputFormatField.value === "png") {
outputQualityRow.classList.add("displayNone")
outputLosslessContainer.classList.add("displayNone")
} else {
outputQualityRow.classList.remove("displayNone")
outputLosslessContainer.classList.add("displayNone")
}
}
outputFormatField.addEventListener("change", updateOutputQualityVisibility)
outputLosslessField.addEventListener("change", updateOutputQualityVisibility)
/********************* Zoom Slider **********************/
thumbnailSizeField.addEventListener("change", () => {
;(function(s) {
for (var j = 0; j < document.styleSheets.length; j++) {
let cssSheet = document.styleSheets[j]
for (var i = 0; i < cssSheet.cssRules.length; i++) {
var rule = cssSheet.cssRules[i]
if (rule.selectorText == "div.img-preview img") {
rule.style["max-height"] = s + "vh"
rule.style["max-width"] = s + "vw"
return
}
}
}
})(thumbnailSizeField.value)
})
function onAutoScrollUpdate() {
if (autoScroll.checked) {
autoscrollBtn.classList.add("pressed")
} else {
autoscrollBtn.classList.remove("pressed")
}
autoscrollBtn.querySelector(".state").innerHTML = autoScroll.checked ? "ON" : "OFF"
}
autoscrollBtn.addEventListener("click", function() {
autoScroll.checked = !autoScroll.checked
autoScroll.dispatchEvent(new Event("change"))
onAutoScrollUpdate()
})
autoScroll.addEventListener("change", onAutoScrollUpdate)
function checkRandomSeed() {
if (randomSeedField.checked) {
seedField.disabled = true
//seedField.value = "0" // This causes the seed to be lost if the user changes their mind after toggling the checkbox
} else {
seedField.disabled = false
}
}
randomSeedField.addEventListener("input", checkRandomSeed)
checkRandomSeed()
function loadImg2ImgFromFile() {
if (initImageSelector.files.length === 0) {
return
}
let reader = new FileReader()
let file = initImageSelector.files[0]
reader.addEventListener("load", function(event) {
initImagePreview.src = reader.result
})
if (file) {
reader.readAsDataURL(file)
}
}
initImageSelector.addEventListener("change", loadImg2ImgFromFile)
loadImg2ImgFromFile()
function img2imgLoad() {
promptStrengthContainer.style.display = "table-row"
if (!testDiffusers.checked) {
samplerSelectionContainer.style.display = "none"
}
initImagePreviewContainer.classList.add("has-image")
colorCorrectionSetting.style.display = ""
strictMaskBorderSetting.style.display = maskSetting.checked ? "" : "none"
initImageSizeBox.textContent = initImagePreview.naturalWidth + " x " + initImagePreview.naturalHeight
imageEditor.setImage(this.src, initImagePreview.naturalWidth, initImagePreview.naturalHeight)
imageInpainter.setImage(this.src, parseInt(widthField.value), parseInt(heightField.value))
}
function img2imgUnload() {
initImageSelector.value = null
initImagePreview.src = ""
maskSetting.checked = false
promptStrengthContainer.style.display = "none"
if (!testDiffusers.checked) {
samplerSelectionContainer.style.display = ""
}
initImagePreviewContainer.classList.remove("has-image")
colorCorrectionSetting.style.display = "none"
strictMaskBorderSetting.style.display = "none"
imageEditor.setImage(null, parseInt(widthField.value), parseInt(heightField.value))
}
initImagePreview.addEventListener("load", img2imgLoad)
initImageClearBtn.addEventListener("click", img2imgUnload)
maskSetting.addEventListener("click", function() {
onDimensionChange()
})
maskSetting.addEventListener("change", function() {
strictMaskBorderSetting.style.display = this.checked ? "" : "none"
})
promptsFromFileBtn.addEventListener("click", function() {
promptsFromFileSelector.click()
})
function loadControlnetImageFromFile() {
if (controlImageSelector.files.length === 0) {
return
}
let reader = new FileReader()
let file = controlImageSelector.files[0]
reader.addEventListener("load", function(event) {
controlImagePreview.src = reader.result
})
if (file) {
reader.readAsDataURL(file)
}
}
controlImageSelector.addEventListener("change", loadControlnetImageFromFile)
function controlImageLoad() {
let w = controlImagePreview.naturalWidth
let h = controlImagePreview.naturalHeight
addImageSizeOption(w)
addImageSizeOption(h)
widthField.value = w
heightField.value = h
widthField.dispatchEvent(new Event("change"))
heightField.dispatchEvent(new Event("change"))
}
controlImagePreview.addEventListener("load", controlImageLoad)
function controlImageUnload() {
controlImageSelector.value = null
controlImagePreview.src = ""
controlImagePreview.dispatchEvent(new Event("unload"))
}
controlImageClearBtn.addEventListener("click", controlImageUnload)
promptsFromFileSelector.addEventListener("change", async function() {
if (promptsFromFileSelector.files.length === 0) {
return
}
let reader = new FileReader()
let file = promptsFromFileSelector.files[0]
reader.addEventListener("load", async function() {
await parseContent(reader.result)
})
if (file) {
reader.readAsText(file)
}
})
/* setup popup handlers */
document.querySelectorAll(".popup").forEach((popup) => {
popup.addEventListener("click", (event) => {
if (event.target == popup) {
popup.classList.remove("active")
}
})
var closeButton = popup.querySelector(".close-button")
if (closeButton) {
closeButton.addEventListener("click", () => {
popup.classList.remove("active")
})
}
})
var tabElements = []
function selectTab(tab_id) {
let tabInfo = tabElements.find((t) => t.tab.id == tab_id)
if (!tabInfo.tab.classList.contains("active")) {
tabElements.forEach((info) => {
if (info.tab.classList.contains("active") && info.tab.parentNode === tabInfo.tab.parentNode) {
info.tab.classList.toggle("active")
info.content.classList.toggle("active")
}
})
tabInfo.tab.classList.toggle("active")
tabInfo.content.classList.toggle("active")
}
document.dispatchEvent(new CustomEvent("tabClick", { detail: tabInfo }))
}
function linkTabContents(tab) {
var name = tab.id.replace("tab-", "")
var content = document.getElementById(`tab-content-${name}`)
tabElements.push({
name: name,
tab: tab,
content: content,
})
tab.addEventListener("click", (event) => selectTab(tab.id))
}
function isTabActive(tab) {
return tab.classList.contains("active")
}
let pauseClient = false
function resumeClient() {
if (pauseClient) {
document.body.classList.remove("wait-pause")
document.body.classList.add("pause")
}
return new Promise((resolve) => {
let playbuttonclick = function() {
resumeBtn.removeEventListener("click", playbuttonclick)
resolve("resolved")
}
resumeBtn.addEventListener("click", playbuttonclick)
})
}
function splashScreen(force = false) {
const splashVersion = splashScreenPopup.dataset["version"]
const lastSplash = localStorage.getItem("lastSplashScreenVersion") || 0
if (testDiffusers.checked) {
if (force || lastSplash < splashVersion) {
splashScreenPopup.classList.add("active")
localStorage.setItem("lastSplashScreenVersion", splashVersion)
}
}
}
document.getElementById("logo_img").addEventListener("click", (e) => {
splashScreen(true)
})
promptField.addEventListener("input", debounce(renameMakeImageButton, 1000))
pauseBtn.addEventListener("click", function() {
pauseClient = true
pauseBtn.style.display = "none"
resumeBtn.style.display = "inline"
document.body.classList.add("wait-pause")
})
resumeBtn.addEventListener("click", function() {
pauseClient = false
resumeBtn.style.display = "none"
pauseBtn.style.display = "inline"
document.body.classList.remove("pause")
document.body.classList.remove("wait-pause")
})
function onPing(event) {
tunnelUpdate(event)
packagesUpdate(event)
}
function tunnelUpdate(event) {
if ("cloudflare" in event) {
document.getElementById("cloudflare-off").classList.add("displayNone")
document.getElementById("cloudflare-on").classList.remove("displayNone")
cloudflareAddressField.value = event.cloudflare
document.getElementById("toggle-cloudflare-tunnel").innerHTML = "Stop"
} else {
document.getElementById("cloudflare-on").classList.add("displayNone")
document.getElementById("cloudflare-off").classList.remove("displayNone")
document.getElementById("toggle-cloudflare-tunnel").innerHTML = "Start"
}
}
let trtSettingsForced = false
function packagesUpdate(event) {
let trtBtn = document.getElementById("toggle-tensorrt-install")
let trtInstalled = "packages_installed" in event && "tensorrt" in event["packages_installed"]
if ("packages_installing" in event && event["packages_installing"].includes("tensorrt")) {
trtBtn.innerHTML = "Installing.."
trtBtn.disabled = true
} else {
trtBtn.innerHTML = trtInstalled ? "Uninstall" : "Install"
trtBtn.disabled = false
}
if (document.getElementById("toggle-tensorrt-install").innerHTML == "Uninstall") {
document.querySelector("#enable_trt_config").classList.remove("displayNone")
if (!trtSettingsForced) {
// settings for demo
promptField.value = "Dragons fighting with a knight, castle, war scene, fantasy, cartoon, flames, HD"
seedField.value = 3187947173
widthField.value = 1024
heightField.value = 768
randomSeedField.checked = false
seedField.disabled = false
stableDiffusionModelField.value = "sd-v1-4"
numOutputsParallelField.classList.add("displayNone")
document.querySelector("#num_outputs_parallel_label").classList.add("displayNone")
trtSettingsForced = true
}
}
}
document.getElementById("toggle-cloudflare-tunnel").addEventListener("click", async function() {
let command = "stop"
if (document.getElementById("toggle-cloudflare-tunnel").innerHTML == "Start") {
command = "start"
}
showToast(`Cloudflare tunnel ${command} initiated. Please wait.`)
let res = await fetch("/tunnel/cloudflare/" + command, {
method: "POST",
headers: {
"Content-Type": "application/json",
},
body: JSON.stringify({}),
})
res = await res.json()
console.log(`Cloudflare tunnel ${command} result:`, res)
})
document.getElementById("toggle-tensorrt-install").addEventListener("click", function(e) {
if (this.disabled === true) {
return
}
let command = this.innerHTML.toLowerCase()
let self = this
shiftOrConfirm(
e,
"Are you sure you want to " + command + " TensorRT?",
async function() {
showToast(`TensorRT ${command} started. Please wait.`)
self.disabled = true
if (command === "install") {
self.innerHTML = "Installing.."
} else if (command === "uninstall") {
self.innerHTML = "Uninstalling.."
}
if (command === "installing..") {
alert("Already installing TensorRT!")
return
}
if (command !== "install" && command !== "uninstall") {
return
}
let res = await fetch("/package/tensorrt", {
method: "POST",
headers: {
"Content-Type": "application/json",
},
body: JSON.stringify({
command: command,
}),
})
res = await res.json()
self.disabled = false
if (res.status === "OK") {
alert("TensorRT " + command + "ed successfully!")
self.innerHTML = command === "install" ? "Uninstall" : "Install"
} else if (res.status_code === 500) {
alert("TensorselfRT failed to " + command + ": " + res.detail)
self.innerHTML = command === "install" ? "Install" : "Uninstall"
}
console.log(`Package ${command} result:`, res)
},
false
)
})
/* Embeddings */
function updateEmbeddingsList(filter = "") {
function html(model, prefix = "", filter = "") {
filter = filter.toLowerCase()
let toplevel = ""
let folders = ""
model?.forEach((m) => {
if (typeof m == "string") {
if (m.toLowerCase().search(filter) != -1) {
toplevel += `
${m} `
}
} else {
let subdir = html(m[1], prefix + m[0] + "/", filter)
if (subdir != "") {
folders +=
`
${prefix}${m[0]} ` +
subdir +
"
"
}
}
})
return toplevel + folders
}
function onButtonClick(e) {
let text = e.target.dataset["embedding"]
const insertIntoNegative = e.shiftKey || positiveEmbeddingText.classList.contains("displayNone")
if (embeddingsModeField.value == "insert") {
if (insertIntoNegative) {
insertAtCursor(negativePromptField, text)
} else {
insertAtCursor(promptField, text)
}
} else {
let pad = ""
if (insertIntoNegative) {
if (!negativePromptField.value.endsWith(" ")) {
pad = " "
}
negativePromptField.value += pad + text
} else {
if (!promptField.value.endsWith(" ")) {
pad = " "
}
promptField.value += pad + text
}
}
}
// Remove after fixing https://github.com/huggingface/diffusers/issues/3922
let warning = ""
if (vramUsageLevelField.value == "low") {
warning = `
Warning: Your GPU memory profile is set to "Low". Embeddings currently only work in "Balanced" mode!
`
}
// END of remove block
embeddingsList.innerHTML = warning + html(modelsOptions.embeddings, "", filter)
embeddingsList.querySelectorAll("button").forEach((b) => {
b.addEventListener("click", onButtonClick)
})
createCollapsibles(embeddingsList)
if (filter != "") {
embeddingsExpandAll()
}
}
function showEmbeddingDialog() {
updateEmbeddingsList()
embeddingsSearchBox.value = ""
embeddingsDialog.showModal()
}
embeddingsButton.addEventListener("click", () => {
positiveEmbeddingText.classList.remove("displayNone")
negativeEmbeddingText.classList.add("displayNone")
showEmbeddingDialog()
})
negativeEmbeddingsButton.addEventListener("click", () => {
positiveEmbeddingText.classList.add("displayNone")
negativeEmbeddingText.classList.remove("displayNone")
showEmbeddingDialog()
})
embeddingsDialogCloseBtn.addEventListener("click", (e) => {
embeddingsDialog.close()
})
embeddingsSearchBox.addEventListener("input", (e) => {
updateEmbeddingsList(embeddingsSearchBox.value)
})
modalDialogCloseOnBackdropClick(embeddingsDialog)
makeDialogDraggable(embeddingsDialog)
const collapseText = "Collapse Categories"
const expandText = "Expand Categories"
const collapseIconClasses = ["fa-solid", "fa-square-minus"]
const expandIconClasses = ["fa-solid", "fa-square-plus"]
function embeddingsCollapseAll() {
const btnElem = embeddingsCollapsiblesBtn
const iconElem = btnElem.querySelector(".embeddings-action-icon")
const textElem = btnElem.querySelector(".embeddings-action-text")
collapseAll("#embeddings-list .collapsible")
collapsiblesBtnState = false
collapseIconClasses.forEach((c) => iconElem.classList.remove(c))
expandIconClasses.forEach((c) => iconElem.classList.add(c))
textElem.innerText = expandText
}
function embeddingsExpandAll() {
const btnElem = embeddingsCollapsiblesBtn
const iconElem = btnElem.querySelector(".embeddings-action-icon")
const textElem = btnElem.querySelector(".embeddings-action-text")
expandAll("#embeddings-list .collapsible")
collapsiblesBtnState = true
expandIconClasses.forEach((c) => iconElem.classList.remove(c))
collapseIconClasses.forEach((c) => iconElem.classList.add(c))
textElem.innerText = collapseText
}
embeddingsCollapsiblesBtn.addEventListener("click", (e) => {
if (collapsiblesBtnState) {
embeddingsCollapseAll()
} else {
embeddingsExpandAll()
}
})
if (testDiffusers.checked) {
document.getElementById("embeddings-container").classList.remove("displayNone")
}
/* Pause function */
document.querySelectorAll(".tab").forEach(linkTabContents)
window.addEventListener("beforeunload", function(e) {
const msg = "Unsaved pictures will be lost!"
let elementList = document.getElementsByClassName("imageTaskContainer")
if (elementList.length != 0) {
e.preventDefault()
;(e || window.event).returnValue = msg
return msg
} else {
return true
}
})
createCollapsibles()
prettifyInputs(document)
// set the textbox as focused on start
promptField.focus()
promptField.selectionStart = promptField.value.length
// multi-models
let modelCount = 0
function addModelEntry(modelContainer, modelsList, modelType, defaultValue, strengthStep) {
let idx = modelCount++
let nameId = modelType + "_model_" + idx
let strengthId = modelType + "_alpha_" + idx
const modelElement = document.createElement("div")
modelElement.className = "model_entry"
modelElement.innerHTML = `
`
modelContainer.appendChild(modelElement)
let modelName = new ModelDropdown(modelElement.querySelector(".model_name"), modelType, "None")
let modelStrength = modelElement.querySelector(".model_strength")
let entry = [modelName, modelStrength, modelElement]
let removeBtn = document.createElement("button")
removeBtn.className = "remove_model_btn"
removeBtn.setAttribute("title", "Remove model")
removeBtn.innerHTML = '
'
if (modelsList.length === 0) {
removeBtn.classList.add("displayNone")
}
removeBtn.addEventListener("click", function() {
let entryIdx = modelsList.indexOf(entry)
modelsList.splice(entryIdx, 1)
modelContainer.removeChild(modelElement)
})
modelElement.appendChild(removeBtn)
modelsList.push(entry)
return modelElement
}
function createLoraEntry() {
let container = document.querySelector("#lora_model_container .model_entries")
return addModelEntry(container, loraModels, "lora", 0.5, 0.02)
}
function createLoraEntries() {
let firstEntry = createLoraEntry()
let addLoraBtn = document.querySelector("#lora_model_container .add_model_entry")
addLoraBtn.addEventListener("click", () => {
createLoraEntry()
})
}
createLoraEntries()
// chrome-like spinners only on hover
// function showSpinnerOnlyOnHover(e) {
// e.addEventListener("mouseenter", () => {
// e.setAttribute("type", "number")
// })
// e.addEventListener("mouseleave", () => {
// e.removeAttribute("type")
// })
// e.removeAttribute("type")
// }
// document.querySelectorAll("input[type=number]").forEach(showSpinnerOnlyOnHover)
////////////////////////////// Image Size Widget //////////////////////////////////////////
function roundToMultiple(number, n) {
if (n == "") {
n = 1
}
return Math.round(number / n) * n
}
function addImageSizeOption(size) {
let sizes = Object.values(widthField.options).map((o) => o.value)
if (!sizes.includes(String(size))) {
sizes.push(String(size))
sizes.sort((a, b) => Number(a) - Number(b))
let option = document.createElement("option")
option.value = size
option.text = `${size}`
widthField.add(option, sizes.indexOf(String(size)))
heightField.add(option.cloneNode(true), sizes.indexOf(String(size)))
}
}
function setImageWidthHeight(w, h) {
let step = customWidthField.step
w = roundToMultiple(w, step)
h = roundToMultiple(h, step)
addImageSizeOption(w)
addImageSizeOption(h)
widthField.value = w
heightField.value = h
widthField.dispatchEvent(new Event("change"))
heightField.dispatchEvent(new Event("change"))
}
function enlargeImageSize(factor) {
let step = customWidthField.step
let w = roundToMultiple(widthField.value * factor, step)
let h = roundToMultiple(heightField.value * factor, step)
customWidthField.value = w
customHeightField.value = h
}
let recentResolutionsValues = []
;(function() {
///// Init resolutions dropdown
function makeResolutionButtons() {
recentResolutionList.innerHTML = ""
recentResolutionsValues.forEach((el) => {
let button = document.createElement("button")
button.classList.add("tertiaryButton")
button.style.width = "8em"
button.innerHTML = `${el.w}×${el.h}`
button.addEventListener("click", () => {
customWidthField.value = el.w
customHeightField.value = el.h
hidePopup()
})
recentResolutionList.appendChild(button)
recentResolutionList.appendChild(document.createElement("br"))
})
localStorage.recentResolutionsValues = JSON.stringify(recentResolutionsValues)
}
enlarge15Button.addEventListener("click", () => {
enlargeImageSize(1.5)
hidePopup()
})
enlarge2Button.addEventListener("click", () => {
enlargeImageSize(2)
hidePopup()
})
enlarge3Button.addEventListener("click", () => {
enlargeImageSize(3)
hidePopup()
})
customWidthField.addEventListener("change", () => {
let w = customWidthField.value
customWidthField.value = roundToMultiple(w, customWidthField.step)
if (w != customWidthField.value) {
showToast(`Rounded width to the closest multiple of ${customWidthField.step}.`)
}
})
customHeightField.addEventListener("change", () => {
let h = customHeightField.value
customHeightField.value = roundToMultiple(h, customHeightField.step)
if (h != customHeightField.value) {
showToast(`Rounded height to the closest multiple of ${customHeightField.step}.`)
}
})
makeImageBtn.addEventListener("click", () => {
let w = widthField.value
let h = heightField.value
recentResolutionsValues = recentResolutionsValues.filter((el) => el.w != w || el.h != h)
recentResolutionsValues.unshift({ w: w, h: h })
recentResolutionsValues = recentResolutionsValues.slice(0, 8)
localStorage.recentResolutionsValues = JSON.stringify(recentResolutionsValues)
makeResolutionButtons()
})
let _jsonstring = localStorage.recentResolutionsValues
if (_jsonstring == undefined) {
recentResolutionsValues = [
{ w: 512, h: 512 },
{ w: 640, h: 448 },
{ w: 448, h: 640 },
{ w: 512, h: 768 },
{ w: 768, h: 512 },
{ w: 1024, h: 768 },
{ w: 768, h: 1024 },
]
localStorage.recentResolutionsValues = JSON.stringify(recentResolutionsValues)
} else {
recentResolutionsValues = JSON.parse(localStorage.recentResolutionsValues)
}
makeResolutionButtons()
recentResolutionsValues.forEach((val) => {
addImageSizeOption(val.w)
addImageSizeOption(val.h)
})
function processClick(e) {
if (!recentResolutionsPopup.contains(e.target)) {
hidePopup()
}
}
function showPopup() {
customWidthField.value = widthField.value
customHeightField.value = heightField.value
recentResolutionsPopup.classList.remove("displayNone")
document.addEventListener("click", processClick)
}
function hidePopup() {
recentResolutionsPopup.classList.add("displayNone")
setImageWidthHeight(customWidthField.value, customHeightField.value)
document.removeEventListener("click", processClick)
}
recentResolutionsButton.addEventListener("click", (event) => {
if (recentResolutionsPopup.classList.contains("displayNone")) {
showPopup()
event.stopPropagation()
} else {
hidePopup()
}
})
swapWidthHeightButton.addEventListener("click", (event) => {
let temp = widthField.value
widthField.value = heightField.value
heightField.value = temp
})
})()