Instructions to use saik0s/comfy_backup with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use saik0s/comfy_backup with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="saik0s/comfy_backup", filename="models/text_encoders/Qwen3VL-8B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use saik0s/comfy_backup with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf saik0s/comfy_backup:Q8_0 # Run inference directly in the terminal: llama cli -hf saik0s/comfy_backup:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf saik0s/comfy_backup:Q8_0 # Run inference directly in the terminal: llama cli -hf saik0s/comfy_backup:Q8_0
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf saik0s/comfy_backup:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf saik0s/comfy_backup:Q8_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf saik0s/comfy_backup:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf saik0s/comfy_backup:Q8_0
Use Docker
docker model run hf.co/saik0s/comfy_backup:Q8_0
- LM Studio
- Jan
- Ollama
How to use saik0s/comfy_backup with Ollama:
ollama run hf.co/saik0s/comfy_backup:Q8_0
- Unsloth Studio
How to use saik0s/comfy_backup with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for saik0s/comfy_backup to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for saik0s/comfy_backup to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for saik0s/comfy_backup to start chatting
- Pi
How to use saik0s/comfy_backup with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf saik0s/comfy_backup:Q8_0
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "saik0s/comfy_backup:Q8_0" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use saik0s/comfy_backup with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf saik0s/comfy_backup:Q8_0
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default saik0s/comfy_backup:Q8_0
Run Hermes
hermes
- Atomic Chat new
- OpenClaw new
How to use saik0s/comfy_backup with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf saik0s/comfy_backup:Q8_0
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "saik0s/comfy_backup:Q8_0" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
- Docker Model Runner
How to use saik0s/comfy_backup with Docker Model Runner:
docker model run hf.co/saik0s/comfy_backup:Q8_0
- Lemonade
How to use saik0s/comfy_backup with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull saik0s/comfy_backup:Q8_0
Run and chat with the model
lemonade run user.comfy_backup-Q8_0
List all available models
lemonade list
| import { app } from "../../scripts/app.js"; | |
| import { api } from "../../scripts/api.js"; | |
| import { getResolver, wait } from "../../rgthree/common/shared_utils.js"; | |
| import { RgthreeHelpDialog } from "../../rgthree/common/dialog.js"; | |
| const oldApiGetNodeDefs = api.getNodeDefs; | |
| api.getNodeDefs = async function () { | |
| const defs = await oldApiGetNodeDefs.call(api); | |
| this.dispatchEvent(new CustomEvent("fresh-node-defs", { detail: defs })); | |
| return defs; | |
| }; | |
| export var IoDirection; | |
| (function (IoDirection) { | |
| IoDirection[IoDirection["INPUT"] = 0] = "INPUT"; | |
| IoDirection[IoDirection["OUTPUT"] = 1] = "OUTPUT"; | |
| })(IoDirection || (IoDirection = {})); | |
| const PADDING = 0; | |
| export const LAYOUT_LABEL_TO_DATA = { | |
| Left: [LiteGraph.LEFT, [0, 0.5], [PADDING, 0]], | |
| Right: [LiteGraph.RIGHT, [1, 0.5], [-PADDING, 0]], | |
| Top: [LiteGraph.UP, [0.5, 0], [0, PADDING]], | |
| Bottom: [LiteGraph.DOWN, [0.5, 1], [0, -PADDING]], | |
| }; | |
| export const LAYOUT_LABEL_OPPOSITES = { | |
| Left: "Right", | |
| Right: "Left", | |
| Top: "Bottom", | |
| Bottom: "Top", | |
| }; | |
| export const LAYOUT_CLOCKWISE = ["Top", "Right", "Bottom", "Left"]; | |
| export function addMenuItem(node, _app, config, after = "Shape") { | |
| const oldGetExtraMenuOptions = node.prototype.getExtraMenuOptions; | |
| node.prototype.getExtraMenuOptions = function (canvas, menuOptions) { | |
| oldGetExtraMenuOptions && oldGetExtraMenuOptions.apply(this, [canvas, menuOptions]); | |
| addMenuItemOnExtraMenuOptions(this, config, menuOptions, after); | |
| }; | |
| } | |
| let canvasResolver = null; | |
| export function waitForCanvas() { | |
| if (canvasResolver === null) { | |
| canvasResolver = getResolver(); | |
| function _waitForCanvas() { | |
| if (!canvasResolver.completed) { | |
| if (app === null || app === void 0 ? void 0 : app.canvas) { | |
| canvasResolver.resolve(app.canvas); | |
| } | |
| else { | |
| requestAnimationFrame(_waitForCanvas); | |
| } | |
| } | |
| } | |
| _waitForCanvas(); | |
| } | |
| return canvasResolver.promise; | |
| } | |
| let graphResolver = null; | |
| export function waitForGraph() { | |
| if (graphResolver === null) { | |
| graphResolver = getResolver(); | |
| function _wait() { | |
| if (!graphResolver.completed) { | |
| if (app === null || app === void 0 ? void 0 : app.graph) { | |
| graphResolver.resolve(app.graph); | |
| } | |
| else { | |
| requestAnimationFrame(_wait); | |
| } | |
| } | |
| } | |
| _wait(); | |
| } | |
| return graphResolver.promise; | |
| } | |
| export function addMenuItemOnExtraMenuOptions(node, config, menuOptions, after = "Shape") { | |
| let idx = menuOptions | |
| .slice() | |
| .reverse() | |
| .findIndex((option) => option === null || option === void 0 ? void 0 : option.isRgthree); | |
| if (idx == -1) { | |
| idx = menuOptions.findIndex((option) => { var _a; return (_a = option === null || option === void 0 ? void 0 : option.content) === null || _a === void 0 ? void 0 : _a.includes(after); }) + 1; | |
| if (!idx) { | |
| idx = menuOptions.length - 1; | |
| } | |
| menuOptions.splice(idx, 0, null); | |
| idx++; | |
| } | |
| else { | |
| idx = menuOptions.length - idx; | |
| } | |
| const subMenuOptions = typeof config.subMenuOptions === "function" | |
| ? config.subMenuOptions(node) | |
| : config.subMenuOptions; | |
| menuOptions.splice(idx, 0, { | |
| content: typeof config.name == "function" ? config.name(node) : config.name, | |
| has_submenu: !!(subMenuOptions === null || subMenuOptions === void 0 ? void 0 : subMenuOptions.length), | |
| isRgthree: true, | |
| callback: (value, _options, event, parentMenu, _node) => { | |
| if (!!(subMenuOptions === null || subMenuOptions === void 0 ? void 0 : subMenuOptions.length)) { | |
| new LiteGraph.ContextMenu(subMenuOptions.map((option) => (option ? { content: option } : null)), { | |
| event, | |
| parentMenu, | |
| callback: (subValue, _options, _event, _parentMenu, _node) => { | |
| if (config.property) { | |
| node.properties = node.properties || {}; | |
| node.properties[config.property] = config.prepareValue | |
| ? config.prepareValue(subValue.content || "", node) | |
| : subValue.content || ""; | |
| } | |
| config.callback && config.callback(node, subValue === null || subValue === void 0 ? void 0 : subValue.content); | |
| }, | |
| }); | |
| return; | |
| } | |
| if (config.property) { | |
| node.properties = node.properties || {}; | |
| node.properties[config.property] = config.prepareValue | |
| ? config.prepareValue(node.properties[config.property], node) | |
| : !node.properties[config.property]; | |
| } | |
| config.callback && config.callback(node, value === null || value === void 0 ? void 0 : value.content); | |
| }, | |
| }); | |
| } | |
| export function addConnectionLayoutSupport(node, app, options = [ | |
| ["Left", "Right"], | |
| ["Right", "Left"], | |
| ], callback) { | |
| addMenuItem(node, app, { | |
| name: "Connections Layout", | |
| property: "connections_layout", | |
| subMenuOptions: options.map((option) => option[0] + (option[1] ? " -> " + option[1] : "")), | |
| prepareValue: (value, node) => { | |
| var _a; | |
| const values = String(value).split(" -> "); | |
| if (!values[1] && !((_a = node.outputs) === null || _a === void 0 ? void 0 : _a.length)) { | |
| values[1] = LAYOUT_LABEL_OPPOSITES[values[0]]; | |
| } | |
| if (!LAYOUT_LABEL_TO_DATA[values[0]] || !LAYOUT_LABEL_TO_DATA[values[1]]) { | |
| throw new Error(`New Layout invalid: [${values[0]}, ${values[1]}]`); | |
| } | |
| return values; | |
| }, | |
| callback: (node) => { | |
| var _a; | |
| callback && callback(node); | |
| (_a = node.graph) === null || _a === void 0 ? void 0 : _a.setDirtyCanvas(true, true); | |
| }, | |
| }); | |
| node.prototype.getConnectionPos = function (isInput, slotNumber, out) { | |
| return getConnectionPosForLayout(this, isInput, slotNumber, out); | |
| }; | |
| node.prototype.getInputPos = function (slotNumber) { | |
| return getConnectionPosForLayout(this, true, slotNumber, [0, 0]); | |
| }; | |
| node.prototype.getOutputPos = function (slotNumber) { | |
| return getConnectionPosForLayout(this, false, slotNumber, [0, 0]); | |
| }; | |
| } | |
| export function setConnectionsLayout(node, newLayout) { | |
| var _a; | |
| newLayout = newLayout || node.defaultConnectionsLayout || ["Left", "Right"]; | |
| if (!newLayout[1] && !((_a = node.outputs) === null || _a === void 0 ? void 0 : _a.length)) { | |
| newLayout[1] = LAYOUT_LABEL_OPPOSITES[newLayout[0]]; | |
| } | |
| if (!LAYOUT_LABEL_TO_DATA[newLayout[0]] || !LAYOUT_LABEL_TO_DATA[newLayout[1]]) { | |
| throw new Error(`New Layout invalid: [${newLayout[0]}, ${newLayout[1]}]`); | |
| } | |
| node.properties = node.properties || {}; | |
| node.properties["connections_layout"] = newLayout; | |
| } | |
| export function setConnectionsCollapse(node, collapseConnections = null) { | |
| node.properties = node.properties || {}; | |
| collapseConnections = | |
| collapseConnections !== null ? collapseConnections : !node.properties["collapse_connections"]; | |
| node.properties["collapse_connections"] = collapseConnections; | |
| } | |
| export function getConnectionPosForLayout(node, isInput, slotNumber, out) { | |
| var _a, _b, _c; | |
| out = out || new Float32Array(2); | |
| node.properties = node.properties || {}; | |
| const layout = node.properties["connections_layout"] || | |
| node.defaultConnectionsLayout || ["Left", "Right"]; | |
| const collapseConnections = node.properties["collapse_connections"] || false; | |
| const offset = (_a = node.constructor.layout_slot_offset) !== null && _a !== void 0 ? _a : LiteGraph.NODE_SLOT_HEIGHT * 0.5; | |
| let side = isInput ? layout[0] : layout[1]; | |
| const otherSide = isInput ? layout[1] : layout[0]; | |
| let data = LAYOUT_LABEL_TO_DATA[side]; | |
| const slotList = node[isInput ? "inputs" : "outputs"]; | |
| const cxn = slotList[slotNumber]; | |
| if (!cxn) { | |
| console.log("No connection found.. weird", isInput, slotNumber); | |
| return out; | |
| } | |
| if (cxn.disabled) { | |
| if (cxn.color_on !== "#666665") { | |
| cxn._color_on_org = cxn._color_on_org || cxn.color_on; | |
| cxn._color_off_org = cxn._color_off_org || cxn.color_off; | |
| } | |
| cxn.color_on = "#666665"; | |
| cxn.color_off = "#666665"; | |
| } | |
| else if (cxn.color_on === "#666665") { | |
| cxn.color_on = cxn._color_on_org || undefined; | |
| cxn.color_off = cxn._color_off_org || undefined; | |
| } | |
| const displaySlot = collapseConnections | |
| ? 0 | |
| : slotNumber - | |
| slotList.reduce((count, ioput, index) => { | |
| count += index < slotNumber && ioput.hidden ? 1 : 0; | |
| return count; | |
| }, 0); | |
| cxn.dir = data[0]; | |
| const connections_dir = node.properties["connections_dir"]; | |
| if ((node.size[0] == 10 || node.size[1] == 10) && connections_dir) { | |
| cxn.dir = connections_dir[isInput ? 0 : 1]; | |
| } | |
| if (side === "Left") { | |
| if (node.flags.collapsed) { | |
| var w = node._collapsed_width || LiteGraph.NODE_COLLAPSED_WIDTH; | |
| out[0] = node.pos[0]; | |
| out[1] = node.pos[1] - LiteGraph.NODE_TITLE_HEIGHT * 0.5; | |
| } | |
| else { | |
| toggleConnectionLabel(cxn, !isInput || collapseConnections || !!node.hideSlotLabels); | |
| out[0] = node.pos[0] + offset; | |
| if ((_b = node.constructor) === null || _b === void 0 ? void 0 : _b.type.includes("Reroute")) { | |
| out[1] = node.pos[1] + node.size[1] * 0.5; | |
| } | |
| else { | |
| out[1] = | |
| node.pos[1] + | |
| (displaySlot + 0.7) * LiteGraph.NODE_SLOT_HEIGHT + | |
| (node.constructor.slot_start_y || 0); | |
| } | |
| } | |
| } | |
| else if (side === "Right") { | |
| if (node.flags.collapsed) { | |
| var w = node._collapsed_width || LiteGraph.NODE_COLLAPSED_WIDTH; | |
| out[0] = node.pos[0] + w; | |
| out[1] = node.pos[1] - LiteGraph.NODE_TITLE_HEIGHT * 0.5; | |
| } | |
| else { | |
| toggleConnectionLabel(cxn, isInput || collapseConnections || !!node.hideSlotLabels); | |
| out[0] = node.pos[0] + node.size[0] + 1 - offset; | |
| if ((_c = node.constructor) === null || _c === void 0 ? void 0 : _c.type.includes("Reroute")) { | |
| out[1] = node.pos[1] + node.size[1] * 0.5; | |
| } | |
| else { | |
| out[1] = | |
| node.pos[1] + | |
| (displaySlot + 0.7) * LiteGraph.NODE_SLOT_HEIGHT + | |
| (node.constructor.slot_start_y || 0); | |
| } | |
| } | |
| } | |
| else if (side === "Top") { | |
| if (!cxn.has_old_label) { | |
| cxn.has_old_label = true; | |
| cxn.old_label = cxn.label; | |
| cxn.label = " "; | |
| } | |
| out[0] = node.pos[0] + node.size[0] * 0.5; | |
| out[1] = node.pos[1] + offset; | |
| } | |
| else if (side === "Bottom") { | |
| if (!cxn.has_old_label) { | |
| cxn.has_old_label = true; | |
| cxn.old_label = cxn.label; | |
| cxn.label = " "; | |
| } | |
| out[0] = node.pos[0] + node.size[0] * 0.5; | |
| out[1] = node.pos[1] + node.size[1] - offset; | |
| } | |
| return out; | |
| } | |
| function toggleConnectionLabel(cxn, hide = true) { | |
| if (hide) { | |
| if (!cxn.has_old_label) { | |
| cxn.has_old_label = true; | |
| cxn.old_label = cxn.label; | |
| } | |
| cxn.label = " "; | |
| } | |
| else if (!hide && cxn.has_old_label) { | |
| cxn.has_old_label = false; | |
| cxn.label = cxn.old_label; | |
| cxn.old_label = undefined; | |
| } | |
| return cxn; | |
| } | |
| export function addHelpMenuItem(node, content, menuOptions) { | |
| addMenuItemOnExtraMenuOptions(node, { | |
| name: "🛟 Node Help", | |
| callback: (node) => { | |
| if (node.showHelp) { | |
| node.showHelp(); | |
| } | |
| else { | |
| new RgthreeHelpDialog(node, content).show(); | |
| } | |
| }, | |
| }, menuOptions, "Properties Panel"); | |
| } | |
| export var PassThroughFollowing; | |
| (function (PassThroughFollowing) { | |
| PassThroughFollowing[PassThroughFollowing["ALL"] = 0] = "ALL"; | |
| PassThroughFollowing[PassThroughFollowing["NONE"] = 1] = "NONE"; | |
| PassThroughFollowing[PassThroughFollowing["REROUTE_ONLY"] = 2] = "REROUTE_ONLY"; | |
| })(PassThroughFollowing || (PassThroughFollowing = {})); | |
| export function shouldPassThrough(node, passThroughFollowing = PassThroughFollowing.ALL) { | |
| var _a; | |
| const type = (_a = node === null || node === void 0 ? void 0 : node.constructor) === null || _a === void 0 ? void 0 : _a.type; | |
| if (!type || passThroughFollowing === PassThroughFollowing.NONE) { | |
| return false; | |
| } | |
| if (passThroughFollowing === PassThroughFollowing.REROUTE_ONLY) { | |
| return type.includes("Reroute"); | |
| } | |
| return (type.includes("Reroute") || type.includes("Node Combiner") || type.includes("Node Collector")); | |
| } | |
| function filterOutPassthroughNodes(infos, passThroughFollowing = PassThroughFollowing.ALL) { | |
| return infos.filter((i) => !shouldPassThrough(i.node, passThroughFollowing)); | |
| } | |
| export function getConnectedInputNodes(startNode, currentNode, slot, passThroughFollowing = PassThroughFollowing.ALL) { | |
| return getConnectedNodesInfo(startNode, IoDirection.INPUT, currentNode, slot, passThroughFollowing).map((n) => n.node); | |
| } | |
| export function getConnectedInputInfosAndFilterPassThroughs(startNode, currentNode, slot, passThroughFollowing = PassThroughFollowing.ALL) { | |
| return filterOutPassthroughNodes(getConnectedNodesInfo(startNode, IoDirection.INPUT, currentNode, slot, passThroughFollowing), passThroughFollowing); | |
| } | |
| export function getConnectedInputNodesAndFilterPassThroughs(startNode, currentNode, slot, passThroughFollowing = PassThroughFollowing.ALL) { | |
| return getConnectedInputInfosAndFilterPassThroughs(startNode, currentNode, slot, passThroughFollowing).map((n) => n.node); | |
| } | |
| export function getConnectedOutputNodes(startNode, currentNode, slot, passThroughFollowing = PassThroughFollowing.ALL) { | |
| return getConnectedNodesInfo(startNode, IoDirection.OUTPUT, currentNode, slot, passThroughFollowing).map((n) => n.node); | |
| } | |
| export function getConnectedOutputNodesAndFilterPassThroughs(startNode, currentNode, slot, passThroughFollowing = PassThroughFollowing.ALL) { | |
| return filterOutPassthroughNodes(getConnectedNodesInfo(startNode, IoDirection.OUTPUT, currentNode, slot, passThroughFollowing), passThroughFollowing).map((n) => n.node); | |
| } | |
| export function getConnectedNodesInfo(startNode, dir = IoDirection.INPUT, currentNode, slot, passThroughFollowing = PassThroughFollowing.ALL, originTravelFromSlot) { | |
| var _a, _b, _c, _d, _e, _f, _g, _h; | |
| currentNode = currentNode || startNode; | |
| let rootNodes = []; | |
| if (startNode === currentNode || shouldPassThrough(currentNode, passThroughFollowing)) { | |
| let linkIds; | |
| slot = slot != null && slot > -1 ? slot : undefined; | |
| if (dir == IoDirection.OUTPUT) { | |
| if (slot != null) { | |
| linkIds = [...(((_b = (_a = currentNode.outputs) === null || _a === void 0 ? void 0 : _a[slot]) === null || _b === void 0 ? void 0 : _b.links) || [])]; | |
| } | |
| else { | |
| linkIds = ((_c = currentNode.outputs) === null || _c === void 0 ? void 0 : _c.flatMap((i) => i.links)) || []; | |
| } | |
| } | |
| else { | |
| if (slot != null) { | |
| linkIds = [(_e = (_d = currentNode.inputs) === null || _d === void 0 ? void 0 : _d[slot]) === null || _e === void 0 ? void 0 : _e.link]; | |
| } | |
| else { | |
| linkIds = ((_f = currentNode.inputs) === null || _f === void 0 ? void 0 : _f.map((i) => i.link)) || []; | |
| } | |
| } | |
| const graph = (_g = currentNode.graph) !== null && _g !== void 0 ? _g : app.graph; | |
| for (const linkId of linkIds) { | |
| let link = null; | |
| if (typeof linkId == "number") { | |
| link = (_h = graph.links[linkId]) !== null && _h !== void 0 ? _h : null; | |
| } | |
| if (!link) { | |
| continue; | |
| } | |
| const travelFromSlot = dir == IoDirection.OUTPUT ? link.origin_slot : link.target_slot; | |
| const connectedId = dir == IoDirection.OUTPUT ? link.target_id : link.origin_id; | |
| const travelToSlot = dir == IoDirection.OUTPUT ? link.target_slot : link.origin_slot; | |
| originTravelFromSlot = originTravelFromSlot != null ? originTravelFromSlot : travelFromSlot; | |
| const originNode = graph.getNodeById(connectedId); | |
| if (!link) { | |
| console.error("No connected node found... weird"); | |
| continue; | |
| } | |
| if (rootNodes.some((n) => n.node == originNode)) { | |
| console.log(`${startNode.title} (${startNode.id}) seems to have two links to ${originNode.title} (${originNode.id}). One may be stale: ${linkIds.join(", ")}`); | |
| } | |
| else { | |
| rootNodes.push({ node: originNode, travelFromSlot, travelToSlot, originTravelFromSlot }); | |
| if (shouldPassThrough(originNode, passThroughFollowing)) { | |
| for (const foundNode of getConnectedNodesInfo(startNode, dir, originNode, undefined, undefined, originTravelFromSlot)) { | |
| if (!rootNodes.map((n) => n.node).includes(foundNode.node)) { | |
| rootNodes.push(foundNode); | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| return rootNodes; | |
| } | |
| export function followConnectionUntilType(node, dir, slotNum, skipSelf = false) { | |
| const slots = dir === IoDirection.OUTPUT ? node.outputs : node.inputs; | |
| if (!slots || !slots.length) { | |
| return null; | |
| } | |
| let type = null; | |
| if (slotNum) { | |
| if (!slots[slotNum]) { | |
| return null; | |
| } | |
| type = getTypeFromSlot(slots[slotNum], dir, skipSelf); | |
| } | |
| else { | |
| for (const slot of slots) { | |
| type = getTypeFromSlot(slot, dir, skipSelf); | |
| if (type) { | |
| break; | |
| } | |
| } | |
| } | |
| return type; | |
| } | |
| function getTypeFromSlot(slot, dir, skipSelf = false) { | |
| let graph = app.canvas.getCurrentGraph(); | |
| let type = slot === null || slot === void 0 ? void 0 : slot.type; | |
| if (!skipSelf && type != null && type != "*") { | |
| return { type: type, label: slot === null || slot === void 0 ? void 0 : slot.label, name: slot === null || slot === void 0 ? void 0 : slot.name }; | |
| } | |
| const links = getSlotLinks(slot); | |
| for (const link of links) { | |
| const connectedId = dir == IoDirection.OUTPUT ? link.link.target_id : link.link.origin_id; | |
| const connectedSlotNum = dir == IoDirection.OUTPUT ? link.link.target_slot : link.link.origin_slot; | |
| const connectedNode = graph.getNodeById(connectedId); | |
| const connectedSlots = dir === IoDirection.OUTPUT ? connectedNode.inputs : connectedNode.outputs; | |
| let connectedSlot = connectedSlots[connectedSlotNum]; | |
| if ((connectedSlot === null || connectedSlot === void 0 ? void 0 : connectedSlot.type) != null && (connectedSlot === null || connectedSlot === void 0 ? void 0 : connectedSlot.type) != "*") { | |
| return { | |
| type: connectedSlot.type, | |
| label: connectedSlot === null || connectedSlot === void 0 ? void 0 : connectedSlot.label, | |
| name: connectedSlot === null || connectedSlot === void 0 ? void 0 : connectedSlot.name, | |
| }; | |
| } | |
| else if ((connectedSlot === null || connectedSlot === void 0 ? void 0 : connectedSlot.type) == "*") { | |
| return followConnectionUntilType(connectedNode, dir); | |
| } | |
| } | |
| return null; | |
| } | |
| export async function replaceNode(existingNode, typeOrNewNode, inputNameMap) { | |
| const existingCtor = existingNode.constructor; | |
| const newNode = typeof typeOrNewNode === "string" ? LiteGraph.createNode(typeOrNewNode) : typeOrNewNode; | |
| if (existingNode.title != existingCtor.title) { | |
| newNode.title = existingNode.title; | |
| } | |
| newNode.pos = [...existingNode.pos]; | |
| newNode.properties = { ...existingNode.properties }; | |
| const oldComputeSize = [...existingNode.computeSize()]; | |
| const oldSize = [ | |
| existingNode.size[0] === oldComputeSize[0] ? null : existingNode.size[0], | |
| existingNode.size[1] === oldComputeSize[1] ? null : existingNode.size[1], | |
| ]; | |
| let setSizeIters = 0; | |
| const setSizeFn = () => { | |
| const newComputesize = newNode.computeSize(); | |
| newNode.size[0] = Math.max(oldSize[0] || 0, newComputesize[0]); | |
| newNode.size[1] = Math.max(oldSize[1] || 0, newComputesize[1]); | |
| setSizeIters++; | |
| if (setSizeIters > 10) { | |
| requestAnimationFrame(setSizeFn); | |
| } | |
| }; | |
| setSizeFn(); | |
| const links = []; | |
| const graph = existingNode.graph || app.graph; | |
| for (const [index, output] of existingNode.outputs.entries()) { | |
| for (const linkId of output.links || []) { | |
| const link = graph.links[linkId]; | |
| if (!link) | |
| continue; | |
| const targetNode = graph.getNodeById(link.target_id); | |
| links.push({ node: newNode, slot: output.name, targetNode, targetSlot: link.target_slot }); | |
| } | |
| } | |
| for (const [index, input] of existingNode.inputs.entries()) { | |
| const linkId = input.link; | |
| if (linkId) { | |
| const link = graph.links[linkId]; | |
| const originNode = graph.getNodeById(link.origin_id); | |
| links.push({ | |
| node: originNode, | |
| slot: link.origin_slot, | |
| targetNode: newNode, | |
| targetSlot: (inputNameMap === null || inputNameMap === void 0 ? void 0 : inputNameMap.has(input.name)) | |
| ? inputNameMap.get(input.name) | |
| : input.name || index, | |
| }); | |
| } | |
| } | |
| graph.add(newNode); | |
| await wait(); | |
| for (const link of links) { | |
| link.node.connect(link.slot, link.targetNode, link.targetSlot); | |
| } | |
| await wait(); | |
| graph.remove(existingNode); | |
| newNode.size = newNode.computeSize(); | |
| newNode.setDirtyCanvas(true, true); | |
| return newNode; | |
| } | |
| export function getOriginNodeByLink(linkId) { | |
| let node = null; | |
| if (linkId != null) { | |
| const link = getLinkById(linkId); | |
| node = (link != null && getNodeById(link.origin_id)) || null; | |
| } | |
| return node; | |
| } | |
| export function getLinkById(linkId) { | |
| var _a, _b, _c; | |
| if (linkId == null) | |
| return null; | |
| let link = (_a = app.graph.links[linkId]) !== null && _a !== void 0 ? _a : null; | |
| link = (_c = link !== null && link !== void 0 ? link : (_b = app.canvas.getCurrentGraph()) === null || _b === void 0 ? void 0 : _b.links[linkId]) !== null && _c !== void 0 ? _c : null; | |
| return link || findSomethingInAllSubgraphs((subgraph) => { var _a; return (_a = subgraph === null || subgraph === void 0 ? void 0 : subgraph.links[linkId]) !== null && _a !== void 0 ? _a : null; }); | |
| } | |
| export function getNodeById(id) { | |
| var _a, _b; | |
| if (id == null) | |
| return null; | |
| let node = app.graph.getNodeById(id); | |
| node = (_b = node !== null && node !== void 0 ? node : (_a = app.canvas.getCurrentGraph()) === null || _a === void 0 ? void 0 : _a.getNodeById(id)) !== null && _b !== void 0 ? _b : null; | |
| return node || findSomethingInAllSubgraphs((subgraph) => { var _a; return (_a = subgraph === null || subgraph === void 0 ? void 0 : subgraph.getNodeById(id)) !== null && _a !== void 0 ? _a : null; }); | |
| } | |
| export function getNodeByIdFromApiPrompt(apiPrompt, id) { | |
| var _a, _b, _c, _d; | |
| const fullId = getFullNodeIdFromApiPrompt(apiPrompt, id); | |
| const workflow = (_a = apiPrompt.workflow) !== null && _a !== void 0 ? _a : {}; | |
| const nodeIds = String(fullId).split(":"); | |
| const workflowNodes = (_b = workflow === null || workflow === void 0 ? void 0 : workflow["nodes"]) !== null && _b !== void 0 ? _b : []; | |
| const workflowSubgraphs = (_d = (_c = workflow === null || workflow === void 0 ? void 0 : workflow["definitions"]) === null || _c === void 0 ? void 0 : _c["subgraphs"]) !== null && _d !== void 0 ? _d : []; | |
| let nodesList = workflowNodes; | |
| let found = null; | |
| for (const nodeId of nodeIds) { | |
| found = nodesList.find((n) => String(n.id) === String(nodeId)) || null; | |
| if (found === null || found === void 0 ? void 0 : found["type"]) { | |
| const subgraph = workflowSubgraphs.find((n) => n.id === found["type"]) || null; | |
| if (subgraph === null || subgraph === void 0 ? void 0 : subgraph["nodes"]) { | |
| nodesList = subgraph["nodes"]; | |
| } | |
| } | |
| } | |
| return found; | |
| } | |
| export function getFullNodeIdFromApiPrompt(apiPrompt, id) { | |
| var _a; | |
| const output = (_a = apiPrompt.output) !== null && _a !== void 0 ? _a : {}; | |
| return output[id] ? id : Object.keys(output).find((i) => i.endsWith(`:${id}`)); | |
| } | |
| export function findFromNodeForSubgraph(subgraphId) { | |
| var _a; | |
| const node = (_a = findSomethingInAllSubgraphs((subgraph) => subgraph.nodes | |
| .filter((node) => node.isSubgraphNode()) | |
| .find((node) => node.subgraph.id === subgraphId))) !== null && _a !== void 0 ? _a : null; | |
| return node; | |
| } | |
| function findSomethingInAllSubgraphs(fn) { | |
| var _a, _b; | |
| const rootGraph = (_a = app.rootGraph) !== null && _a !== void 0 ? _a : app.graph.rootGraph; | |
| const subgraphs = [rootGraph, ...(_b = rootGraph.subgraphs) === null || _b === void 0 ? void 0 : _b.values()]; | |
| for (const subgraph of subgraphs) { | |
| const thing = fn(subgraph); | |
| if (thing) | |
| return thing; | |
| } | |
| return null; | |
| } | |
| export function applyMixins(original, constructors) { | |
| constructors.forEach((baseCtor) => { | |
| Object.getOwnPropertyNames(baseCtor.prototype).forEach((name) => { | |
| Object.defineProperty(original.prototype, name, Object.getOwnPropertyDescriptor(baseCtor.prototype, name) || Object.create(null)); | |
| }); | |
| }); | |
| } | |
| export function getSlotLinks(inputOrOutput) { | |
| var _a; | |
| const links = []; | |
| if (!inputOrOutput) { | |
| return links; | |
| } | |
| if ((_a = inputOrOutput.links) === null || _a === void 0 ? void 0 : _a.length) { | |
| const output = inputOrOutput; | |
| for (const linkId of output.links || []) { | |
| const link = app.graph.links[linkId]; | |
| if (link) { | |
| links.push({ id: linkId, link: link }); | |
| } | |
| } | |
| } | |
| if (inputOrOutput.link) { | |
| const input = inputOrOutput; | |
| const link = app.graph.links[input.link]; | |
| if (link) { | |
| links.push({ id: input.link, link: link }); | |
| } | |
| } | |
| return links; | |
| } | |
| export async function matchLocalSlotsToServer(node, direction, serverNodeData) { | |
| var _a, _b, _c; | |
| const serverSlotNames = direction == IoDirection.INPUT | |
| ? Object.keys(((_a = serverNodeData.input) === null || _a === void 0 ? void 0 : _a.optional) || {}) | |
| : serverNodeData.output_name; | |
| const serverSlotTypes = direction == IoDirection.INPUT | |
| ? Object.values(((_b = serverNodeData.input) === null || _b === void 0 ? void 0 : _b.optional) || {}).map((i) => i[0]) | |
| : serverNodeData.output; | |
| const slots = direction == IoDirection.INPUT ? node.inputs : node.outputs; | |
| let firstIndex = slots.findIndex((o, i) => i !== serverSlotNames.indexOf(o.name)); | |
| if (firstIndex > -1) { | |
| const links = {}; | |
| slots.map((slot) => { | |
| var _a; | |
| links[slot.name] = links[slot.name] || []; | |
| (_a = links[slot.name]) === null || _a === void 0 ? void 0 : _a.push(...getSlotLinks(slot)); | |
| }); | |
| for (const [index, serverSlotName] of serverSlotNames.entries()) { | |
| const currentNodeSlot = slots.map((s) => s.name).indexOf(serverSlotName); | |
| if (currentNodeSlot > -1) { | |
| if (currentNodeSlot != index) { | |
| const splicedItem = slots.splice(currentNodeSlot, 1)[0]; | |
| slots.splice(index, 0, splicedItem); | |
| } | |
| } | |
| else if (currentNodeSlot === -1) { | |
| const splicedItem = { | |
| name: serverSlotName, | |
| type: serverSlotTypes[index], | |
| links: [], | |
| }; | |
| slots.splice(index, 0, splicedItem); | |
| } | |
| } | |
| if (slots.length > serverSlotNames.length) { | |
| for (let i = slots.length - 1; i > serverSlotNames.length - 1; i--) { | |
| if (direction == IoDirection.INPUT) { | |
| node.disconnectInput(i); | |
| node.removeInput(i); | |
| } | |
| else { | |
| node.disconnectOutput(i); | |
| node.removeOutput(i); | |
| } | |
| } | |
| } | |
| for (const [name, slotLinks] of Object.entries(links)) { | |
| let currentNodeSlot = slots.map((s) => s.name).indexOf(name); | |
| if (currentNodeSlot > -1) { | |
| for (const linkData of slotLinks) { | |
| if (direction == IoDirection.INPUT) { | |
| linkData.link.target_slot = currentNodeSlot; | |
| } | |
| else { | |
| linkData.link.origin_slot = currentNodeSlot; | |
| const nextNode = app.graph.getNodeById(linkData.link.target_id); | |
| if (nextNode && ((_c = nextNode.constructor) === null || _c === void 0 ? void 0 : _c.type.includes("Reroute"))) { | |
| nextNode.stabilize && nextNode.stabilize(); | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| export function isValidConnection(ioA, ioB) { | |
| if (!ioA || !ioB) { | |
| return false; | |
| } | |
| const typeA = String(ioA.type); | |
| const typeB = String(ioB.type); | |
| let isValid = LiteGraph.isValidConnection(typeA, typeB); | |
| if (!isValid) { | |
| let areCombos = (typeA.includes(",") && typeB === "COMBO") || (typeA === "COMBO" && typeB.includes(",")); | |
| if (areCombos) { | |
| const nameA = ioA.name.toUpperCase().replace("_NAME", "").replace("CKPT", "MODEL"); | |
| const nameB = ioB.name.toUpperCase().replace("_NAME", "").replace("CKPT", "MODEL"); | |
| isValid = nameA.includes(nameB) || nameB.includes(nameA); | |
| } | |
| } | |
| return isValid; | |
| } | |
| const oldIsValidConnection = LiteGraph.isValidConnection; | |
| LiteGraph.isValidConnection = function (typeA, typeB) { | |
| let isValid = oldIsValidConnection.call(LiteGraph, typeA, typeB); | |
| if (!isValid) { | |
| typeA = String(typeA); | |
| typeB = String(typeB); | |
| let areCombos = (typeA.includes(",") && typeB === "COMBO") || (typeA === "COMBO" && typeB.includes(",")); | |
| isValid = areCombos; | |
| } | |
| return isValid; | |
| }; | |
| export function getOutputNodes(nodes) { | |
| return ((nodes === null || nodes === void 0 ? void 0 : nodes.filter((n) => { | |
| var _a; | |
| return (n.mode != LiteGraph.NEVER && ((_a = n.constructor.nodeData) === null || _a === void 0 ? void 0 : _a.output_node)); | |
| })) || []); | |
| } | |
| export function changeModeOfNodes(nodeOrNodes, mode) { | |
| reduceNodesDepthFirst(nodeOrNodes, (n) => { | |
| n.mode = mode; | |
| }); | |
| } | |
| export function reduceNodesDepthFirst(nodeOrNodes, reduceFn, reduceTo) { | |
| var _a; | |
| const nodes = Array.isArray(nodeOrNodes) ? nodeOrNodes : [nodeOrNodes]; | |
| const stack = nodes.map((node) => ({ node })); | |
| while (stack.length > 0) { | |
| const { node } = stack.pop(); | |
| const result = reduceFn(node, reduceTo); | |
| if (result !== undefined && result !== reduceTo) { | |
| reduceTo = result; | |
| } | |
| if (((_a = node.isSubgraphNode) === null || _a === void 0 ? void 0 : _a.call(node)) && node.subgraph) { | |
| const children = node.subgraph.nodes; | |
| for (let i = children.length - 1; i >= 0; i--) { | |
| stack.push({ node: children[i] }); | |
| } | |
| } | |
| } | |
| return reduceTo; | |
| } | |
| export function getGroupNodes(group) { | |
| return Array.from(group._children).filter((c) => c instanceof LGraphNode); | |
| } | |
| export function getGraphDependantNodeKey(node) { | |
| var _a; | |
| const graph = (_a = node.graph) !== null && _a !== void 0 ? _a : app.graph; | |
| return `${graph.id}:${node.id}`; | |
| } | |
| export function getFullColor(color, liteGraphKey = "color") { | |
| if (!color) { | |
| return ""; | |
| } | |
| if (LGraphCanvas.node_colors[color]) { | |
| color = LGraphCanvas.node_colors[color][liteGraphKey]; | |
| } | |
| color = color.replace("#", "").toLocaleLowerCase(); | |
| if (color.length === 3) { | |
| color = color.replace(/(.)(.)(.)/, "$1$1$2$2$3$3"); | |
| } | |
| return `#${color}`; | |
| } | |