bump to v1.8.1 to support xyz_plot score

feat: result analyze

CHANGELOG.md

@@ -1,5 +1,17 @@
 # ChangeLog
 
+## v1.8.1 - 2024-03-22
+
+- Update xyz_plot to support score mode
+
+## v1.8.0 - 2024-03-19
+
+- Update xyz_plot to support Z axis
+
+## v1.7.0 - 2024-01-14
+
+- Add xyz_plot and select_inputs nodes
+
 ## v1.6.1 - 2023-12-31
 
 - Fix some bugs about CollectionsTab

README.md

@@ -16,6 +16,25 @@ https://github.com/talesofai/comfyui-browser/assets/828837/803ce57a-1cf2-4e1c-be
 - Sync your 'Saves' anywhere by Git.
 - Subscribe workflow sources by Git and load them more easily.
 - Search your workflow by keywords.
+- Some useful custom nodes like xyz_plot, inputs_select.
+
+## Custom Nodes
+
+#### Select Inputs
+
+- Select any inputs of the current graph.
+
+<img width="256" alt="image" src="https://github.com/talesofai/comfyui-browser/assets/828837/8e505f62-f709-426a-8a0a-fca291784b08">
+
+
+#### XYZ Plot
+
+- Simple XYZ Plot by selecting inputs and filling in the values.
+
+<img width="256" alt="image" src="https://github.com/talesofai/comfyui-browser/assets/828837/23ce6a4d-3311-4058-9b46-ddb50d07e22a">
+
+<img width="256" alt="image" src="https://github.com/talesofai/comfyui-browser/assets/828837/347cad17-17c0-46f1-8df3-4b188b16a354">
+
 
 ## Preview
 
@@ -38,9 +57,9 @@ https://github.com/talesofai/comfyui-browser/assets/828837/803ce57a-1cf2-4e1c-be
 
 ## Installation
 
-### Comfy Manager
+### ComfyUI Manager
 
-Search for `comfyui-browser` and install it.
+Install [ComfyUI Manager](https://github.com/ltdrdata/ComfyUI-Manager), search `comfyui-browser` in Install Custom Node and install it.
 
 ### Manually
 
@@ -58,26 +77,30 @@ cd custom_nodes && git clone https://github.com/tzwm/comfyui-browser.git
 
 ## Development
 
+- Prerequisite
+  - Install [Node](https://nodejs.org/en/download/current)
+
+
 - Framework
 
   - Frontend: [Svelte](https://kit.svelte.dev/)
-  - Backend: [aiohttp](https://docs.aiohttp.org/)(the same with ComfyUI)
+  - Backend: [aiohttp](https://docs.aiohttp.org/)(the same as ComfyUI)
 
 - Project Structure
 
 ```
 ├── __init__.py  (Backend Server)
 ├── web          (Frontend code loaded by ComfyUI)
-    ├── build    (Built by Svelte)
+    ├── build    (Built in Svelte)
     └── index.js (Frontend that interact with ComfyUI)
-├── svelte       (Frontend in the Modal as a iframe, written by Svelte)
+├── svelte       (Frontend in the Modal as a iframe, written in Svelte)
 ```
 
 - Build and Run
 
   - Copy or link `comfyui-browser` to `ComfyUI/custom_nodes/`
   - Start backend by `cd ComfyUI && python main.py --enable-cors-header`
-  - Start frontend by `cd ComfyUI/comfyui-browser/svelte && npm i && npm run dev`
+  - Start frontend by `cd ComfyUI/custom_nodes/comfyui-browser/svelte && npm i && npm run dev`
   - Open and debug by `http://localhost:5173/?comfyUrl=http://localhost:8188`
     - It will use `localhost:8188` as ComfyUI server
     - `localhost:5173` is a Vite dev server

README_CN.md

@@ -29,9 +29,8 @@ https://www.bilibili.com/video/BV1qc411m7Gp/
 
 ## 安装方式
 
-### Comfy Manager
-
-搜索 `comfyui-browser` 来安装。
+### ComfyUI Manager
+安装[ComfyUI Manager](https://github.com/ltdrdata/ComfyUI-Manager)， 在 Install Custom Node 中搜索 `comfyui-browser` 来安装。
 
 ### 手动
 
@@ -43,6 +42,9 @@ cd custom_nodes && git clone https://github.com/tzwm/comfyui-browser.git
 
 ## 开发
 
+- 前置需求
+  - 安装[Node](https://nodejs.org/en/download/current)
+
 - 使用的框架
 
   - 前端: [Svelte](https://kit.svelte.dev/)
@@ -62,7 +64,7 @@ cd custom_nodes && git clone https://github.com/tzwm/comfyui-browser.git
 
   - 复制或者链接 `comfyui-browser` 到 `ComfyUI/custom_nodes/`
   - 启动服务端: `cd ComfyUI && python main.py --enable-cors-header`
-  - 启动前端: `cd ComfyUI/comfyui-browser/svelte && npm i && npm run dev`
+  - 启动前端: `cd ComfyUI/custom_nodes/comfyui-browser/svelte && npm i && npm run dev`
   - 调试地址 `http://localhost:5173/?comfyUrl=http://localhost:8188`
     - `localhost:8188` 是 ComfyUI server 地址
     - `localhost:5173` 是 Vite dev server

__init__.py

@@ -1,11 +1,12 @@
-from os import path, mkdir
+import os
 from aiohttp import web
 
 import server
 
-from .utils import collections_path, browser_path, sources_path, download_logs_path
-from .routes import sources, collections, config, files, downloads
-from .nodes import load_image_by_url
+from .utils import collections_path, browser_path, sources_path, download_logs_path, outputs_path
+from .routes import sources, collections, config, files, downloads, xyz_plot as xyz_plot_routes
+from .nodes import select_inputs, load_image_by_url, xyz_plot, dify_text_generator, upload_to_remote
+
 
 browser_app = web.Application()
 browser_app.add_routes([
@@ -31,18 +32,29 @@ browser_app.add_routes([
     web.get("/downloads", downloads.api_list_downloads),
     web.get("/downloads/{uuid}", downloads.api_show_download),
 
-    web.static("/web", path.join(browser_path, 'web/build')),
+    web.put("/xyz_plot/score", xyz_plot_routes.api_update_score),
+    web.get("/xyz_plot/statistic", xyz_plot_routes.api_get_score_statistic),
+
+    web.static("/web", os.path.join(browser_path, 'web/build')),
+
+    web.static("/s/outputs", outputs_path),
+    web.static("/s/collections", collections_path),
+    web.static("/s/sources", sources_path),
 ])
 server.PromptServer.instance.app.add_subapp("/browser/", browser_app)
 
-for dir in [collections_path, sources_path, download_logs_path]:
-    if not path.exists(dir):
-        mkdir(dir)
-
 WEB_DIRECTORY = "web"
 NODE_CLASS_MAPPINGS = {
     "LoadImageByUrl //Browser": load_image_by_url.LoadImageByUrl,
+    "SelectInputs //Browser": select_inputs.SelectInputs,
+    "XyzPlot //Browser": xyz_plot.XyzPlot,
+    "DifyTextGenerator //Browser": dify_text_generator.DifyTextGenerator,
+    "UploadToRemote //Browser": upload_to_remote.UploadToRemote,
 }
 NODE_DISPLAY_NAME_MAPPINGS = {
     "LoadImageByUrl //Browser": "Load Image By URL",
+    "SelectInputs //Browser": "Select Node Inputs",
+    "XyzPlot //Browser": "XYZ Plot",
+    "DifyTextGenerator //Browser": "Dify Text Generator",
+    "UploadToRemote //Browser": "Upload To Remote",
 }

data/sources.json

@@ -7,6 +7,13 @@
       "type": "git",
       "description": "Examples of ComfyUI workflows"
     },
+    {
+      "title": "ComfyUI-Workflows-ZHO",
+      "author": "ZHO-ZHO-ZHO",
+      "url": "https://github.com/ZHO-ZHO-ZHO/ComfyUI-Workflows-ZHO",
+      "type": "git",
+      "description": "我的 ComfyUI 工作流合集 | My ComfyUI workflows collection"
+    },
     {
       "title": "comfyui-workflow",
       "author": "hylarucoder",
@@ -42,6 +49,13 @@
       "type": "git",
       "description": "Some workflows includes CUTE YOU, Real-time design, Extended image, AI Dialogue Game..."
     },
+    {
+      "title": "IF-Animation-Workflows",
+      "author": "if-ai",
+      "url": "https://github.com/if-ai/IF-Animation-Workflows",
+      "type": "git",
+      "description": "This are a series of ComfyUI workflows that work together to create and repurpose animation"
+    },
     {
       "title": "wyrde-comfyui-workflows",
       "author": "wyrde",

nodes/dify_text_generator.py

@@ -0,0 +1,53 @@
+import requests
+import json
+
+class DifyTextGenerator:
+    CATEGORY = "Browser"
+
+    RETURN_TYPES = ("STRING", )
+
+    FUNCTION = "run"
+
+    OUTPUT_NODE = True
+
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "dify_api_endpoint": ["STRING", {}],
+                "api_key": ["STRING", {}],
+            },
+            "optional": {
+                "query": ["STRING", {"multiline": True, "placeholder": "Input as the Query field."}],
+                "inputs_json_str": ["STRING", {"multiline": True, "placeholder":  "JSON format. It will overwrite the query field above."}],
+            },
+        }
+
+    def run(self, dify_api_endpoint, api_key, query, inputs_json_str=None):
+        # for some special network environments like AutoDL
+        proxies = {"http": "", "https": ""}
+        header = {
+            "Content-Type": "application/json",
+            "Authorization": f"Bearer {api_key}",
+        }
+        data = {
+            "user": "comfyui-browser",
+            "response_mode": "blocking",
+            "inputs" : { "query": query },
+        }
+        if inputs_json_str and len(inputs_json_str.strip()) > 0:
+            # something weird, I have to add '{' and '}' manually
+            data["inputs"] = json.loads("{" + inputs_json_str + "}")
+
+        r = requests.post(
+            dify_api_endpoint,
+            headers=header,
+            data=json.dumps(data),
+            proxies=proxies
+        )
+
+        if not r.ok:
+            raise Exception(f"Request Dify Error: {r.text}")
+
+        content = json.loads(r.content)
+        return (content["answer"], )

nodes/load_image_by_url.py

@@ -7,7 +7,6 @@ import torch
 
 
 import folder_paths
-from ..utils import log
 
 class LoadImageByUrl:
     CATEGORY = "Browser"

nodes/select_inputs.py

@@ -0,0 +1,46 @@
+class SelectInputs:
+    def __init__(self):
+        pass
+
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "input_1": [["none"], {}],
+                "input_2": [["none"], {}],
+                "input_3": [["none"], {}],
+                "input_4": [["none"], {}],
+                "preview": ["STRING", {"multiline": True}],
+            }
+        }
+
+    @classmethod
+    def VALIDATE_INPUTS(s, input_1, input_2, input_3, input_4, preview):
+        return True
+
+    # {
+        # "node_id": 4,
+        # "node_title": "CheckpointLoaderSimple",
+        # "widget_name": "ckpt_name",
+    # }
+    RETURN_TYPES = ("INPUT", "INPUT", "INPUT", "INPUT",)
+    RETURN_NAMES = ("input_1", "input_2", "input_3", "input_4",)
+
+    FUNCTION = "run"
+
+    OUTPUT_NODE = True
+
+    CATEGORY = "Browser"
+
+
+    def run(self, input_1, input_2, input_3, input_4, preview):
+        ret = ()
+        for input in [input_1, input_2, input_3, input_4]:
+            node_id, node_title, widget_name = input.split("::")
+            ret = ret + ({
+                "node_id": node_id[1:],
+                "node_title": node_title,
+                "widget_name": widget_name,
+            },)
+
+        return ret

nodes/upload_to_remote.py

@@ -0,0 +1,99 @@
+import requests
+import threading
+import asyncio
+import json
+from PIL import Image
+from PIL.PngImagePlugin import PngInfo
+import numpy as np
+import io
+import base64
+
+class UploadToRemote:
+    CATEGORY = "Browser"
+
+    RETURN_TYPES = ()
+    RETURN_NAMES = ()
+
+    FUNCTION = "run"
+
+    OUTPUT_NODE = True
+
+
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "remote_url": ["STRING", {}],
+                "extension": (['jpeg', 'webp', 'png', 'jpg', 'gif'], ),
+                "quality": ("INT", {"default": 85, "min": 1, "max": 100, "step": 1}),
+                "embed_workflow": (["false", "true"],),
+            },
+            "optional": {
+                "images": ["IMAGE", {}],
+                "extra": ["STRING", {"forceInput": True}],
+                "track_id": ["STRING", {"placeholder": "Optional. Post it as the track_id field."}],
+            },
+            "hidden": {
+                "unique_id": "UNIQUE_ID",
+                "prompt": "PROMPT",
+            }
+        }
+
+
+    def run(self, remote_url, extension='jpeg', quality=85, images=[], extra='', embed_workflow='false', track_id=None, unique_id=None, prompt=None):
+        def process_images(images, extension='jpeg', quality=85, embed_workflow='false', prompt=None):
+            results = list()
+            for image in images:
+                i = 255. * image.cpu().numpy()
+                img = Image.fromarray(np.clip(i, 0, 255).astype(np.uint8))
+
+                # Delegate metadata/pnginfo
+                if extension == 'webp':
+                    img_exif = img.getexif()
+                    if embed_workflow == 'true' and prompt is not None:
+                        img_exif[0x010f] = "Prompt:" + json.dumps(prompt)
+                    exif_data = img_exif.tobytes()
+                else:
+                    metadata = PngInfo()
+                    if embed_workflow == 'true' and prompt is not None:
+                        metadata.add_text("prompt", json.dumps(prompt))
+                    exif_data = metadata
+
+                output = io.BytesIO()
+                if extension in ["jpg", "jpeg"]:
+                    img.save(output, quality=quality, optimize=True, format="JPEG")
+                elif extension == 'webp':
+                    img.save(output, quality=quality, exif=exif_data, format="WEBP")
+                else:
+                    img.save(output, pnginfo=exif_data, optimize=True, format="PNG")
+                image_bytes = output.getvalue()
+                image_base64 = base64.b64encode(image_bytes)
+                image_base64_str = image_base64.decode('utf-8')
+                results.append(image_base64_str)
+
+            return results
+
+        async def callback(images, extra, remote_url, extension='jpeg', quality=85, embed_workflow='false', track_id=None, unique_id=None, prompt=None):
+            data = {
+                "images": process_images(images, extension, quality, embed_workflow, prompt),
+                "extra": extra,
+            }
+            if track_id:
+                data['track_id'] = track_id
+            if unique_id:
+                data['unique_id'] = unique_id
+
+            headers = {
+                "Content-Type": "application/json",
+            }
+            data = json.dumps(data).encode('utf-8')
+            res = requests.post(remote_url, data=data, headers=headers)
+            # TODO: check the response
+
+
+        threading.Thread(
+            target=asyncio.run,
+            args=(callback(images, extra, remote_url, extension, quality, embed_workflow, track_id, unique_id, prompt),),
+        ).start()
+
+        return ()

nodes/xyz_plot.py

@@ -0,0 +1,220 @@
+import shutil
+import time
+import requests
+import json
+from PIL import Image
+import numpy as np
+import os
+import copy
+
+import folder_paths
+
+from ..utils import SERVER_BASE_URL
+
+class XyzPlot:
+    CATEGORY = "Browser"
+
+    RETURN_TYPES = ()
+    RETURN_NAMES = ()
+
+    FUNCTION = "run"
+
+    OUTPUT_NODE = True
+
+    # xyz_data = {
+        # "source_unique_id": "",
+        # "output_folder_name": "",
+        # "x_index": 0,
+        # "y_index": 0,
+    # }
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "images": ["IMAGE", {}],
+                "input_x": ["INPUT", {}],
+                "input_y": ["INPUT", {}],
+                "value_x": ["STRING", {"multiline": True, "placeholder": 'X values split by semicolon such as "1girl; 1boy"'}],
+                "value_y": ["STRING", {"multiline": True, "placeholder": 'Y values split by semicolon such as "1girl; 1boy"'}],
+                "value_z": ["STRING", {"multiline": True, "placeholder": 'Z values split by semicolon such as "1girl; 1boy"'}],
+                "output_folder_name": ["STRING", {"default": "xyz_plot"}],
+            },
+            "optional": {
+                "input_z": ["INPUT", {}],
+            },
+            "hidden": {
+                "prompt": "PROMPT",
+                "unique_id": "UNIQUE_ID",
+                "extra_pnginfo": "EXTRA_PNGINFO",
+                # "xyz_data": "XYZ",
+            },
+        }
+
+    @classmethod
+    def IS_CHANGED(s, *args):
+        return True
+
+    def __init__(self) -> None:
+        self.output_folder_name = os.path.join(folder_paths.get_output_directory(), "xyz_plot")
+        self.x_index = 0
+        self.y_index = 0
+
+    @staticmethod
+    def get_filename(ix, iy, iz, i):
+        if (iz >= 0):
+            return f"x{ix}_y{iy}_z{iz}_{i}.jpeg"
+        else:
+            return f"x{ix}_y{iy}_{i}.jpeg"
+
+    @staticmethod
+    def get_preview_url(folder_name, filename):
+        return f"/browser/files/view?folder_type=outputs&filename={filename}&folder_path={folder_name}"
+
+    def save_images(self, images):
+        if not os.path.exists(self.output_folder_name):
+            os.mkdir(self.output_folder_name)
+
+        for index, image in enumerate(images):
+            i = 255. * image.cpu().numpy()
+            img = Image.fromarray(np.clip(i, 0, 255).astype(np.uint8))
+            img = img.convert('RGB')
+            filename = self.get_filename(self.x_index, self.y_index, self.z_index, index)
+            target_path = os.path.join(self.output_folder_name, filename)
+            img.save(target_path, 'JPEG', quality=90)
+
+    def run(self, images, input_x, input_y, value_x, value_y, output_folder_name, prompt, unique_id, input_z=None, value_z="", extra_pnginfo=None):
+        self.output_folder_name = os.path.join(
+            folder_paths.get_output_directory(),
+            output_folder_name,
+        )
+
+        if 'xyz_data' in prompt[unique_id]['inputs']:
+            self.x_index = prompt[unique_id]['inputs']['xyz_data']['x_index']
+            self.y_index = prompt[unique_id]['inputs']['xyz_data']['y_index']
+            self.z_index = prompt[unique_id]['inputs']['xyz_data']['z_index']
+            self.save_images(images)
+            return ()
+
+        if os.path.exists(self.output_folder_name):
+            shutil.move(self.output_folder_name, self.output_folder_name + f'_old_{int(time.time())}')
+
+        def filter_values(value):
+            return list(filter(lambda x: x != '', value.split(";")))
+
+        def queue_new_prompt(prompt):
+            data = json.dumps({
+                'prompt': prompt
+            }).encode('utf-8')
+
+            # for some special network environments like AutoDL
+            proxies = {"http": "", "https": ""}
+            return requests.post(SERVER_BASE_URL + '/prompt', data=data, proxies=proxies)
+
+
+        batch_size = len(images)
+        values_x = filter_values(value_x)
+        values_y = filter_values(value_y)
+        values_z = filter_values(value_z)
+        new_prompt = copy.deepcopy(prompt)
+        ret = []
+        for ix, vx in enumerate(values_x):
+            vx = vx.strip()
+            row = []
+            for iy, vy in enumerate(values_y):
+                vy = vy.strip()
+                new_prompt[input_x["node_id"]]["inputs"][input_x["widget_name"]] = vx
+                new_prompt[input_y["node_id"]]["inputs"][input_y["widget_name"]] = vy
+
+                new_prompt[unique_id]['inputs']['xyz_data'] = {
+                    "source_unique_id": unique_id,
+                    "output_folder_name": output_folder_name,
+                    "x_index": ix,
+                    "y_index": iy,
+                    "z_index": -1,
+                }
+
+                ceil = []
+                if (input_z and len(values_z) > 0):
+                    for iz, vz in enumerate(values_z):
+                        vz = vz.strip()
+                        new_prompt[input_z["node_id"]]["inputs"][input_z["widget_name"]] = vz
+                        new_prompt[unique_id]['inputs']['xyz_data']['z_index'] = iz
+                        queue_new_prompt(new_prompt)
+                        zCeil = []
+                        for i in range(batch_size):
+                            filename = self.get_filename(ix, iy, iz, i)
+                            preview_url = self.get_preview_url(output_folder_name, filename)
+                            zCeil.append({
+                                "uuid": ":".join([output_folder_name, str(ix), str(iy), str(iz), str(i)]),
+                                "type": "img",
+                                "src": preview_url,
+                            })
+                        ceil.append({
+                            "type": "axis",
+                            "value": vz,
+                            "children": zCeil,
+                        })
+                else:
+                    queue_new_prompt(new_prompt)
+                    for i in range(batch_size):
+                        filename = self.get_filename(ix, iy, -1, i)
+                        preview_url = self.get_preview_url(output_folder_name, filename)
+                        ceil.append({
+                            "uuid": ":".join([output_folder_name, str(ix), str(iy), "-1", str(i)]),
+                            "type": "img",
+                            "src": preview_url,
+                        })
+
+                row.append({
+                    "type": "axis",
+                    "value": vy,
+                    "children": ceil,
+                })
+
+            ret.append({
+                "type": "axis",
+                "value": vx,
+                "children": row,
+            })
+
+        # Check if the directory exists
+        if not os.path.exists(self.output_folder_name):
+            try:
+                os.makedirs(self.output_folder_name)
+            except Exception as e:
+                raise Exception(f"Failed to create directory: {e}")
+
+        browser_base_url = f"/browser/s/outputs/{output_folder_name}"
+        retData = {
+            "result": ret,
+        }
+        if extra_pnginfo:
+            workflow_filename = "workflow.json"
+            with open(f"{self.output_folder_name}/{workflow_filename}", "w", encoding="utf-8") as f:
+                json.dump(extra_pnginfo, f)
+            retData["workflow"] = {
+                "url": f'{browser_base_url}/{workflow_filename}',
+            }
+
+        axisConst = ["X", "Y", "Z"]
+        retData["annotations"] = []
+        for index, ele in enumerate([input_x, input_y, input_z]):
+            if not ele:
+                continue
+            retData["annotations"].append({
+                "axis": axisConst[index],
+                "key": f"#{ele['node_id']} {ele['node_title']}",
+                "type": ele['widget_name'],
+            })
+
+
+        target_path = f"{self.output_folder_name}/result.json"
+        with open(target_path, "w", encoding="utf-8") as f:
+            json.dump(retData, f)
+
+        return {
+            "ui": {
+                "result_path": [f"/browser/web/xyz_plot.html?path={browser_base_url}/result.json"],
+            },
+            "result": (),
+        }

requirements.txt

@@ -1 +1,3 @@
 tqdm
+pandas
+numpy

routes/xyz_plot.py

@@ -0,0 +1,124 @@
+import os
+from aiohttp import web
+import datetime
+import csv
+import json
+
+import folder_paths
+
+LOG_FILE_NAME = 'score_log.csv'
+
+async def api_update_score(request):
+    body = await request.json()
+    user_uuid = body.get("user", "anonymous")
+    source = body.get("source")
+    score = body.get("score")
+
+    source_arr = source.split(":")
+    if len(source_arr) != 5:
+        return web.Response(status=404)
+
+    log_path = os.path.join(
+        folder_paths.get_output_directory(),
+        source_arr[0],
+        LOG_FILE_NAME,
+    )
+
+    dtstr = datetime.datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S%Z")
+
+    # created_at, user_uuid, score, ix, iy, iz, index
+    new_line = ",".join([dtstr, user_uuid, str(score), source_arr[1], source_arr[2], source_arr[3], source_arr[4]]) + '\n'
+    if not os.path.exists(log_path):
+        with open(log_path, "w", encoding="utf-8") as f:
+            f.write(new_line)
+    else:
+        lines = []
+        with open(log_path, "r", encoding="utf-8") as f:
+            lines = f.readlines()
+        pattern = ",".join([source_arr[1], source_arr[2], source_arr[3], source_arr[4]])
+        lines = [line for line in lines if pattern not in line]
+        lines.append(new_line)
+        with open(log_path, "w", encoding="utf-8") as f:
+            f.writelines(lines)
+
+    return web.Response(status=200)
+
+async def api_get_score_statistic(request):
+    target_path = request.query.get('path')
+    if not target_path:
+        return web.Response(status=404)
+
+    #/browser/s/outputs/xyz_plot_4/result.json
+    if len(target_path.split('/')) < 5:
+        return web.Response(status=400)
+
+    target_path = target_path.split('/')[4]
+    log_path = os.path.join(
+        folder_paths.get_output_directory(),
+        target_path,
+        LOG_FILE_NAME,
+    )
+    if not os.path.exists(log_path):
+        return web.Response(status=404)
+
+    data = []
+    with open(log_path, 'r', encoding='utf-8') as f:
+        reader = csv.reader(f)
+        for row in reader:
+            data.append(row)
+
+    statistic = {}
+    for row in data:
+        if not row[3] in statistic:
+            statistic[row[3]] = { 'total': 0 }
+        if not row[4] in statistic[row[3]]:
+            statistic[row[3]][row[4]] = { 'total': 0 }
+        if not row[5] in statistic[row[3]][row[4]]:
+            statistic[row[3]][row[4]][row[5]] = 0
+
+        statistic[row[3]][row[4]][row[5]] += int(row[2])
+        statistic[row[3]][row[4]]['total'] += int(row[2])
+        statistic[row[3]]['total'] += int(row[2])
+
+    result_path = os.path.join(
+        folder_paths.get_output_directory(),
+        target_path,
+        'result.json',
+    )
+    xyz_result = []
+    with open(result_path, 'r', encoding='utf-8') as f:
+        xyz_result = json.load(f)['result']
+
+    stat_ret = []
+    for ix, _ in enumerate(xyz_result):
+        vy = xyz_result[ix]['children']
+        rx = {
+            'type': 'axis',
+            'score': statistic.get(str(ix), {}).get('total', 0),
+            'children': [],
+        }
+        for iy, _ in enumerate(vy):
+            vz = vy[iy]['children']
+            ry = {
+                'type': 'axis',
+                'score': statistic.get(str(ix), {}).get(str(iy), {}).get('total', 0),
+                'children': [],
+            }
+            if vz[0]['type'] == 'img':
+                ry['children'].append({
+                    'type': 'axis',
+                    'score': statistic.get(str(ix), {}).get(str(iy), {}).get('-1', 0),
+                })
+            else:
+                for iz, _ in enumerate(vz):
+                    ry['children'].append({
+                        'type': 'axis',
+                        'score': statistic.get(str(ix), {}).get(str(iy), {}).get(str(iz), 0),
+                    })
+            rx['children'].append(ry)
+        stat_ret.append(rx)
+
+
+    return web.json_response({
+        'result': stat_ret,
+    })

svelte/package-lock.json

@@ -12,18 +12,24 @@
         "svelte-i18n": "^4.0.0"
       },
       "devDependencies": {
+        "@faker-js/faker": "^8.4.1",
         "@sveltejs/adapter-auto": "^3.0.1",
         "@sveltejs/adapter-static": "^3.0.1",
         "@sveltejs/kit": "^2.0.4",
         "@sveltejs/vite-plugin-svelte": "^3.0.1",
+        "@types/node": "^20.11.28",
+        "@types/uuid": "^9.0.8",
         "autoprefixer": "^10.4.16",
         "daisyui": "^4.4.22",
+        "dexie": "4.0.1-beta.14",
         "postcss": "^8.4.32",
+        "sass": "^1.72.0",
         "svelte": "^4.2.8",
         "svelte-check": "^3.6.2",
         "tailwindcss": "^3.4.0",
         "tslib": "^2.6.2",
         "typescript": "^5.3.3",
+        "uuid": "^9.0.1",
         "vite": "^5.0.10"
       }
     },
@@ -396,6 +402,22 @@
         "node": ">=12"
       }
     },
+    "node_modules/@faker-js/faker": {
+      "version": "8.4.1",
+      "resolved": "https://registry.npmjs.org/@faker-js/faker/-/faker-8.4.1.tgz",
+      "integrity": "sha512-XQ3cU+Q8Uqmrbf2e0cIC/QN43sTBSC8KF12u29Mb47tWrt2hAgBXSgpZMj4Ao8Uk0iJcU99QsOCaIL8934obCg==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/fakerjs"
+        }
+      ],
+      "engines": {
+        "node": "^14.17.0 || ^16.13.0 || >=18.0.0",
+        "npm": ">=6.14.13"
+      }
+    },
     "node_modules/@formatjs/ecma402-abstract": {
       "version": "1.18.0",
       "resolved": "https://registry.npmjs.org/@formatjs/ecma402-abstract/-/ecma402-abstract-1.18.0.tgz",
@@ -822,12 +844,27 @@
       "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.5.tgz",
       "integrity": "sha512-/kYRxGDLWzHOB7q+wtSUQlFrtcdUccpfy+X+9iMBpHK8QLLhx2wIPYuS5DYtR9Wa/YlZAbIovy7qVdB1Aq6Lyw=="
     },
+    "node_modules/@types/node": {
+      "version": "20.11.29",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.11.29.tgz",
+      "integrity": "sha512-P99thMkD/1YkCvAtOd6/zGedKNA0p2fj4ZpjCzcNiSCBWgm3cNRTBfa/qjFnsKkkojxu4vVLtWpesnZ9+ap+gA==",
+      "dev": true,
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
     "node_modules/@types/pug": {
       "version": "2.0.10",
       "resolved": "https://registry.npmjs.org/@types/pug/-/pug-2.0.10.tgz",
       "integrity": "sha512-Sk/uYFOBAB7mb74XcpizmH0KOR2Pv3D2Hmrh1Dmy5BmK3MpdSa5kqZcg6EKBdklU0bFXX9gCfzvpnyUehrPIuA==",
       "dev": true
     },
+    "node_modules/@types/uuid": {
+      "version": "9.0.8",
+      "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.8.tgz",
+      "integrity": "sha512-jg+97EGIcY9AGHJJRaaPVgetKDsrTgbRjQ5Msgjh/DQKEFl0DtyRr/VCOyD1T2R1MNeWPK/u7JoGhlDZnKBAfA==",
+      "dev": true
+    },
     "node_modules/acorn": {
       "version": "8.11.2",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.11.2.tgz",
@@ -1291,6 +1328,12 @@
       "integrity": "sha512-KqFl6pOgOW+Y6wJgu80rHpo2/3H07vr8ntR9rkkFIRETewbf5GaYYcakYfiKz89K+sLsuPkQIZaXDMjUObZwWg==",
       "dev": true
     },
+    "node_modules/dexie": {
+      "version": "4.0.1-beta.14",
+      "resolved": "https://registry.npmjs.org/dexie/-/dexie-4.0.1-beta.14.tgz",
+      "integrity": "sha512-1Glgs4nyHUriknstBku1T0Qz9qxJbHQy49JFeDEacHQK+XljN/sn1zyIH/HwouQ7a+WAdWHInm51i0GqWOAyHg==",
+      "dev": true
+    },
     "node_modules/didyoumean": {
       "version": "1.2.2",
       "resolved": "https://registry.npmjs.org/didyoumean/-/didyoumean-1.2.2.tgz",
@@ -1614,6 +1657,12 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/immutable": {
+      "version": "4.3.5",
+      "resolved": "https://registry.npmjs.org/immutable/-/immutable-4.3.5.tgz",
+      "integrity": "sha512-8eabxkth9gZatlwl5TBuJnCsoTADlL6ftEr7A4qgdaTsPyreilDSnUk57SO+jfKcNtxPa22U5KK6DSeAYhpBJw==",
+      "dev": true
+    },
     "node_modules/import-fresh": {
       "version": "3.3.0",
       "resolved": "https://registry.npmjs.org/import-fresh/-/import-fresh-3.3.0.tgz",
@@ -2442,6 +2491,23 @@
         "rimraf": "^2.5.2"
       }
     },
+    "node_modules/sass": {
+      "version": "1.72.0",
+      "resolved": "https://registry.npmjs.org/sass/-/sass-1.72.0.tgz",
+      "integrity": "sha512-Gpczt3WA56Ly0Mn8Sl21Vj94s1axi9hDIzDFn9Ph9x3C3p4nNyvsqJoQyVXKou6cBlfFWEgRW4rT8Tb4i3XnVA==",
+      "dev": true,
+      "dependencies": {
+        "chokidar": ">=3.0.0 <4.0.0",
+        "immutable": "^4.0.0",
+        "source-map-js": ">=0.6.2 <2.0.0"
+      },
+      "bin": {
+        "sass": "sass.js"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
     "node_modules/set-cookie-parser": {
       "version": "2.6.0",
       "resolved": "https://registry.npmjs.org/set-cookie-parser/-/set-cookie-parser-2.6.0.tgz",
@@ -2992,6 +3058,12 @@
         "node": ">=14.17"
       }
     },
+    "node_modules/undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==",
+      "dev": true
+    },
     "node_modules/update-browserslist-db": {
       "version": "1.0.13",
       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.0.13.tgz",
@@ -3028,6 +3100,19 @@
       "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
       "dev": true
     },
+    "node_modules/uuid": {
+      "version": "9.0.1",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz",
+      "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==",
+      "dev": true,
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "node_modules/vite": {
       "version": "5.0.10",
       "resolved": "https://registry.npmjs.org/vite/-/vite-5.0.10.tgz",

svelte/package.json

@@ -11,18 +11,26 @@
     "extract": "svelte-i18n extract './src/**/*.svelte' ./src/i18n/zh-CN.json && svelte-i18n extract './src/**/*.svelte' ./src/i18n/en-US.json"
   },
   "devDependencies": {
+    "@faker-js/faker": "^8.4.1",
     "@sveltejs/adapter-auto": "^3.0.1",
     "@sveltejs/adapter-static": "^3.0.1",
     "@sveltejs/kit": "^2.0.4",
     "@sveltejs/vite-plugin-svelte": "^3.0.1",
+    "@types/node": "^20.11.28",
+    "@types/pubsub-js": "^1.8.6",
+    "@types/uuid": "^9.0.8",
     "autoprefixer": "^10.4.16",
     "daisyui": "^4.4.22",
+    "dexie": "4.0.1-beta.14",
     "postcss": "^8.4.32",
+    "pubsub-js": "^1.9.4",
+    "sass": "^1.72.0",
     "svelte": "^4.2.8",
     "svelte-check": "^3.6.2",
     "tailwindcss": "^3.4.0",
     "tslib": "^2.6.2",
     "typescript": "^5.3.3",
+    "uuid": "^9.0.1",
     "vite": "^5.0.10"
   },
   "type": "module",
@@ -30,4 +38,4 @@
     "dayjs": "^1.11.10",
     "svelte-i18n": "^4.0.0"
   }
-}
+}

svelte/pnpm-lock.yaml

@@ -13,6 +13,9 @@ dependencies:
     version: 4.0.0(svelte@4.2.8)
 
 devDependencies:
+  '@faker-js/faker':
+    specifier: ^8.4.1
+    version: 8.4.1
   '@sveltejs/adapter-auto':
     specifier: ^3.0.1
     version: 3.0.1(@sveltejs/kit@2.0.4)
@@ -25,21 +28,39 @@ devDependencies:
   '@sveltejs/vite-plugin-svelte':
     specifier: ^3.0.1
     version: 3.0.1(svelte@4.2.8)(vite@5.0.10)
+  '@types/node':
+    specifier: ^20.11.28
+    version: 20.11.28
+  '@types/pubsub-js':
+    specifier: ^1.8.6
+    version: 1.8.6
+  '@types/uuid':
+    specifier: ^9.0.8
+    version: 9.0.8
   autoprefixer:
     specifier: ^10.4.16
     version: 10.4.16(postcss@8.4.32)
   daisyui:
     specifier: ^4.4.22
     version: 4.4.22(postcss@8.4.32)
+  dexie:
+    specifier: 4.0.1-beta.14
+    version: 4.0.1-beta.14
   postcss:
     specifier: ^8.4.32
     version: 8.4.32
+  pubsub-js:
+    specifier: ^1.9.4
+    version: 1.9.4
+  sass:
+    specifier: ^1.72.0
+    version: 1.72.0
   svelte:
     specifier: ^4.2.8
     version: 4.2.8
   svelte-check:
     specifier: ^3.6.2
-    version: 3.6.2(postcss@8.4.32)(svelte@4.2.8)
+    version: 3.6.2(postcss@8.4.32)(sass@1.72.0)(svelte@4.2.8)
   tailwindcss:
     specifier: ^3.4.0
     version: 3.4.0
@@ -49,9 +70,12 @@ devDependencies:
   typescript:
     specifier: ^5.3.3
     version: 5.3.3
+  uuid:
+    specifier: ^9.0.1
+    version: 9.0.1
   vite:
     specifier: ^5.0.10
-    version: 5.0.10
+    version: 5.0.10(@types/node@20.11.28)(sass@1.72.0)
 
 packages:
 
@@ -251,6 +275,11 @@ packages:
     requiresBuild: true
     optional: true
 
+  /@faker-js/faker@8.4.1:
+    resolution: {integrity: sha512-XQ3cU+Q8Uqmrbf2e0cIC/QN43sTBSC8KF12u29Mb47tWrt2hAgBXSgpZMj4Ao8Uk0iJcU99QsOCaIL8934obCg==}
+    engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0, npm: '>=6.14.13'}
+    dev: true
+
   /@formatjs/ecma402-abstract@1.18.0:
     resolution: {integrity: sha512-PEVLoa3zBevWSCZzPIM/lvPCi8P5l4G+NXQMc/CjEiaCWgyHieUoo0nM7Bs0n/NbuQ6JpXEolivQ9pKSBHaDlA==}
     dependencies:
@@ -484,7 +513,7 @@ packages:
       sirv: 2.0.3
       svelte: 4.2.8
       tiny-glob: 0.2.9
-      vite: 5.0.10
+      vite: 5.0.10(@types/node@20.11.28)(sass@1.72.0)
     dev: true
 
   /@sveltejs/vite-plugin-svelte-inspector@2.0.0(@sveltejs/vite-plugin-svelte@3.0.1)(svelte@4.2.8)(vite@5.0.10):
@@ -498,7 +527,7 @@ packages:
       '@sveltejs/vite-plugin-svelte': 3.0.1(svelte@4.2.8)(vite@5.0.10)
       debug: 4.3.4
       svelte: 4.2.8
-      vite: 5.0.10
+      vite: 5.0.10(@types/node@20.11.28)(sass@1.72.0)
     transitivePeerDependencies:
       - supports-color
     dev: true
@@ -517,7 +546,7 @@ packages:
       magic-string: 0.30.5
       svelte: 4.2.8
       svelte-hmr: 0.15.3(svelte@4.2.8)
-      vite: 5.0.10
+      vite: 5.0.10(@types/node@20.11.28)(sass@1.72.0)
       vitefu: 0.2.5(vite@5.0.10)
     transitivePeerDependencies:
       - supports-color
@@ -530,10 +559,24 @@ packages:
   /@types/estree@1.0.5:
     resolution: {integrity: sha512-/kYRxGDLWzHOB7q+wtSUQlFrtcdUccpfy+X+9iMBpHK8QLLhx2wIPYuS5DYtR9Wa/YlZAbIovy7qVdB1Aq6Lyw==}
 
+  /@types/node@20.11.28:
+    resolution: {integrity: sha512-M/GPWVS2wLkSkNHVeLkrF2fD5Lx5UC4PxA0uZcKc6QqbIQUJyW1jVjueJYi1z8n0I5PxYrtpnPnWglE+y9A0KA==}
+    dependencies:
+      undici-types: 5.26.5
+    dev: true
+
+  /@types/pubsub-js@1.8.6:
+    resolution: {integrity: sha512-Kwug5cwV0paUDm/NfwDx1sp9xI0bGIvmWJjJWCU8NngkCCMt3EIC7oPDvb6fV7BR8kPpFyyBu4D11bda/2MdPA==}
+    dev: true
+
   /@types/pug@2.0.10:
     resolution: {integrity: sha512-Sk/uYFOBAB7mb74XcpizmH0KOR2Pv3D2Hmrh1Dmy5BmK3MpdSa5kqZcg6EKBdklU0bFXX9gCfzvpnyUehrPIuA==}
     dev: true
 
+  /@types/uuid@9.0.8:
+    resolution: {integrity: sha512-jg+97EGIcY9AGHJJRaaPVgetKDsrTgbRjQ5Msgjh/DQKEFl0DtyRr/VCOyD1T2R1MNeWPK/u7JoGhlDZnKBAfA==}
+    dev: true
+
   /acorn@8.11.2:
     resolution: {integrity: sha512-nc0Axzp/0FILLEVsm4fNwLCwMttvhEI263QtVPQcbpfZZ3ts0hLsZGOpE6czNlid7CJ9MlyH8reXkpsf3YUY4w==}
     engines: {node: '>=0.4.0'}
@@ -759,6 +802,10 @@ packages:
     resolution: {integrity: sha512-KqFl6pOgOW+Y6wJgu80rHpo2/3H07vr8ntR9rkkFIRETewbf5GaYYcakYfiKz89K+sLsuPkQIZaXDMjUObZwWg==}
     dev: true
 
+  /dexie@4.0.1-beta.14:
+    resolution: {integrity: sha512-1Glgs4nyHUriknstBku1T0Qz9qxJbHQy49JFeDEacHQK+XljN/sn1zyIH/HwouQ7a+WAdWHInm51i0GqWOAyHg==}
+    dev: true
+
   /didyoumean@1.2.2:
     resolution: {integrity: sha512-gxtyfqMg7GKyhQmb056K7M3xszy/myH8w+B4RT+QXBQsvAOdc3XymqDDPHx1BgPgsdAA5SIifona89YtRATDzw==}
     dev: true
@@ -971,6 +1018,10 @@ packages:
       function-bind: 1.1.2
     dev: true
 
+  /immutable@4.3.5:
+    resolution: {integrity: sha512-8eabxkth9gZatlwl5TBuJnCsoTADlL6ftEr7A4qgdaTsPyreilDSnUk57SO+jfKcNtxPa22U5KK6DSeAYhpBJw==}
+    dev: true
+
   /import-fresh@3.3.0:
     resolution: {integrity: sha512-veYYhQa+D1QBKznvhUHxb8faxlrwUnxseDAbAp457E0wLNio2bOSKnjYDhMj+YiAq61xrMGhQk9iXVk5FzgQMw==}
     engines: {node: '>=6'}
@@ -1305,6 +1356,10 @@ packages:
       source-map-js: 1.0.2
     dev: true
 
+  /pubsub-js@1.9.4:
+    resolution: {integrity: sha512-hJYpaDvPH4w8ZX/0Fdf9ma1AwRgU353GfbaVfPjfJQf1KxZ2iHaHl3fAUw1qlJIR5dr4F3RzjGaWohYUEyoh7A==}
+    dev: true
+
   /queue-microtask@1.2.3:
     resolution: {integrity: sha512-NuaNSa6flKT5JaSYQzJok04JzTL1CA6aGhv5rfLW3PgqA+M2ChpZQnAC8h8i4ZFkBS8X5RqkDBHA7r4hej3K9A==}
     dev: true
@@ -1390,6 +1445,16 @@ packages:
       rimraf: 2.7.1
     dev: true
 
+  /sass@1.72.0:
+    resolution: {integrity: sha512-Gpczt3WA56Ly0Mn8Sl21Vj94s1axi9hDIzDFn9Ph9x3C3p4nNyvsqJoQyVXKou6cBlfFWEgRW4rT8Tb4i3XnVA==}
+    engines: {node: '>=14.0.0'}
+    hasBin: true
+    dependencies:
+      chokidar: 3.5.3
+      immutable: 4.3.5
+      source-map-js: 1.0.2
+    dev: true
+
   /set-cookie-parser@2.6.0:
     resolution: {integrity: sha512-RVnVQxTXuerk653XfuliOxBP81Sf0+qfQE73LIYKcyMYHG94AuH0kgrQpRDuTZnSmjpysHmzxJXKNfa6PjFhyQ==}
     dev: true
@@ -1443,7 +1508,7 @@ packages:
     engines: {node: '>= 0.4'}
     dev: true
 
-  /svelte-check@3.6.2(postcss@8.4.32)(svelte@4.2.8):
+  /svelte-check@3.6.2(postcss@8.4.32)(sass@1.72.0)(svelte@4.2.8):
     resolution: {integrity: sha512-E6iFh4aUCGJLRz6QZXH3gcN/VFfkzwtruWSRmlKrLWQTiO6VzLsivR6q02WYLGNAGecV3EocqZuCDrC2uttZ0g==}
     hasBin: true
     peerDependencies:
@@ -1456,7 +1521,7 @@ packages:
       picocolors: 1.0.0
       sade: 1.8.1
       svelte: 4.2.8
-      svelte-preprocess: 5.1.3(postcss@8.4.32)(svelte@4.2.8)(typescript@5.3.3)
+      svelte-preprocess: 5.1.3(postcss@8.4.32)(sass@1.72.0)(svelte@4.2.8)(typescript@5.3.3)
       typescript: 5.3.3
     transitivePeerDependencies:
       - '@babel/core'
@@ -1496,7 +1561,7 @@ packages:
       tiny-glob: 0.2.9
     dev: false
 
-  /svelte-preprocess@5.1.3(postcss@8.4.32)(svelte@4.2.8)(typescript@5.3.3):
+  /svelte-preprocess@5.1.3(postcss@8.4.32)(sass@1.72.0)(svelte@4.2.8)(typescript@5.3.3):
     resolution: {integrity: sha512-xxAkmxGHT+J/GourS5mVJeOXZzne1FR5ljeOUAMXUkfEhkLEllRreXpbl3dIYJlcJRfL1LO1uIAPpBpBfiqGPw==}
     engines: {node: '>= 16.0.0', pnpm: ^8.0.0}
     requiresBuild: true
@@ -1538,6 +1603,7 @@ packages:
       detect-indent: 6.1.0
       magic-string: 0.30.5
       postcss: 8.4.32
+      sass: 1.72.0
       sorcery: 0.11.0
       strip-indent: 3.0.0
       svelte: 4.2.8
@@ -1652,6 +1718,10 @@ packages:
     hasBin: true
     dev: true
 
+  /undici-types@5.26.5:
+    resolution: {integrity: sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==}
+    dev: true
+
   /update-browserslist-db@1.0.13(browserslist@4.22.2):
     resolution: {integrity: sha512-xebP81SNcPuNpPP3uzeW1NYXxI3rxyJzF3pD6sH4jE7o/IX+WtSpwnVU+qIsDPyk0d3hmFQ7mjqc6AtV604hbg==}
     hasBin: true
@@ -1667,7 +1737,12 @@ packages:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
     dev: true
 
-  /vite@5.0.10:
+  /uuid@9.0.1:
+    resolution: {integrity: sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==}
+    hasBin: true
+    dev: true
+
+  /vite@5.0.10(@types/node@20.11.28)(sass@1.72.0):
     resolution: {integrity: sha512-2P8J7WWgmc355HUMlFrwofacvr98DAjoE52BfdbwQtyLH06XKwaL/FMnmKM2crF0iX4MpmMKoDlNCB1ok7zHCw==}
     engines: {node: ^18.0.0 || >=20.0.0}
     hasBin: true
@@ -1695,9 +1770,11 @@ packages:
       terser:
         optional: true
     dependencies:
+      '@types/node': 20.11.28
       esbuild: 0.19.10
       postcss: 8.4.32
       rollup: 4.9.1
+      sass: 1.72.0
     optionalDependencies:
       fsevents: 2.3.3
     dev: true
@@ -1710,7 +1787,7 @@ packages:
       vite:
         optional: true
     dependencies:
-      vite: 5.0.10
+      vite: 5.0.10(@types/node@20.11.28)(sass@1.72.0)
     dev: true
 
   /wrappy@1.0.2:

svelte/src/app.css

@@ -1,3 +0,0 @@
-@tailwind base;
-@tailwind components;
-@tailwind utilities;

svelte/src/app.sass

@@ -0,0 +1,10 @@
+@tailwind base
+@tailwind components
+@tailwind utilities
+
+.table-zebra-grey
+    tbody
+        tr:nth-child(even)
+            background-color: #424242
+            th
+                background-color: #424242

svelte/src/lib/db.ts

@@ -0,0 +1,53 @@
+import Dexie, { type Table } from 'dexie';
+export interface User {
+  uuid: string;
+  name: string;
+  ctime: number;
+  mtime: number;
+}
+
+export interface Score {
+  uuid: string;
+  score: number;
+  link?: string;
+  ctime: number;
+  mtime: number;
+}
+
+export class ScoreDB extends Dexie {
+  user!: Table<User>;
+  scoreboard!: Table<Score>;
+
+  constructor() {
+    super('scores');
+    this.version(1).stores({
+      user: 'uuid, name, ctime, mtime',
+      scoreboard: 'uuid, score, link, ctime, mtime',
+    });
+  }
+}
+
+export const db = new ScoreDB();
+
+export function getUser() {
+  return db.user.toArray().then((d) => (d.length > 0 ? d[0] : null));
+}
+
+export function getScore(uuid: string) {
+  return db.scoreboard
+    .where('uuid')
+    .equals(uuid)
+    .toArray()
+    .then((d) => (d.length > 0 ? d[0] : null));
+}
+
+export function updateScore(
+  uuid: string,
+  value: Partial<Omit<Score, 'ctime' | 'mtime' | 'uuid'>>
+) {
+  return db.scoreboard.where('uuid').equals(uuid).modify({
+    link: value.link,
+    score: value.score,
+    mtime: Date.now(),
+  });
+}

svelte/src/lib/icons/info.svelte

@@ -0,0 +1,15 @@
+<script>
+  export let width = 34;
+  export let height = 34;
+</script>
+
+<svg
+  viewBox="0 0 1024 1024"
+  {height}
+  {width}
+  class="inline-block stroke-current fill-current"
+  ><path
+    stroke-width="2"
+    d="M509.92 795.84c157.904 0 285.92-128.016 285.92-285.92C795.84 352 667.808 224 509.92 224 352 224 224 352 224 509.92c0 157.904 128 285.92 285.92 285.92z m0 48C325.504 843.84 176 694.32 176 509.92 176 325.504 325.504 176 509.92 176c184.416 0 333.92 149.504 333.92 333.92 0 184.416-149.504 333.92-333.92 333.92z m-2.448-400.704h16a16 16 0 0 1 16 16v201.728a16 16 0 0 1-16 16h-16a16 16 0 0 1-16-16V459.136a16 16 0 0 1 16-16z m0-100.176h16a16 16 0 0 1 16 16v23.648a16 16 0 0 1-16 16h-16a16 16 0 0 1-16-16v-23.648a16 16 0 0 1 16-16z"
+  ></path></svg
+>

svelte/src/lib/multi-dim-table/layout.svelte

@@ -0,0 +1,109 @@
+<script lang="ts">
+  import { TableMode, imageWidth, mode } from './store';
+
+  export let extraItems:
+    | undefined
+    | {
+        label: string;
+        onClick?: () => void;
+      }[] = undefined;
+
+  export let sidebarItems: typeof extraItems = undefined;
+
+  let _imageWidth = 180;
+  let _mode = TableMode.View;
+
+  mode.subscribe((v) => {
+    _mode = v;
+  });
+  $: {
+    imageWidth.set(_imageWidth);
+  }
+</script>
+
+<div class="drawer absolute h-full w-full overflow-y-hidden">
+  <input id="my-drawer-3" type="checkbox" class="drawer-toggle" />
+  <div class="drawer-content flex flex-col">
+    <!-- Navbar -->
+    <div class="w-full navbar bg-base-300">
+      <div class="flex-none">
+        {#if sidebarItems}
+          <label
+            for="my-drawer-3"
+            aria-label="open sidebar"
+            class="btn btn-square btn-ghost"
+          >
+            <svg
+              fill="none"
+              viewBox="0 0 24 24"
+              class="inline-block w-6 h-6 stroke-current"
+              ><path
+                stroke-linecap="round"
+                stroke-linejoin="round"
+                stroke-width="2"
+                d="M4 6h16M4 12h16M4 18h16"
+              ></path>
+            </svg>
+          </label>
+        {/if}
+      </div>
+      <div class="flex-1 px-2 mx-2">
+        <slot name="title" />
+      </div>
+      <div class="flex-none">
+        {#if extraItems}
+          <ul class="menu menu-horizontal items-center">
+            <li>
+              <div>
+                <input
+                  type="range"
+                  min="30"
+                  max="300"
+                  bind:value={_imageWidth}
+                  class="range"
+                />
+              </div>
+            </li>
+
+            {#each extraItems as item}
+              <li>
+                <button on:click={item.onClick}>
+                  {item.label}
+                </button>
+              </li>
+            {/each}
+            <li>
+              <button
+                on:click={() => {
+                  if (_mode === TableMode.Score) {
+                    mode.set(TableMode.View);
+                  } else {
+                    mode.set(TableMode.Score);
+                  }
+                }}
+              >
+                {_mode === TableMode.Score ? 'Score' : 'View'}
+              </button>
+            </li>
+          </ul>
+        {/if}
+      </div>
+    </div>
+    <slot />
+  </div>
+  <div class="drawer-side z-50">
+    <label for="my-drawer-3" aria-label="close sidebar" class="drawer-overlay"
+    ></label>
+    {#if sidebarItems}
+      <ul class="menu p-4 w-80 min-h-full bg-base-200">
+        {#each sidebarItems as item}
+          <li>
+            <a on:click={item.onClick}>
+              {item.label}
+            </a>
+          </li>
+        {/each}
+      </ul>
+    {/if}
+  </div>
+</div>

svelte/src/lib/multi-dim-table/models.ts

@@ -0,0 +1,35 @@
+export interface Payload {
+  workflow: Workflow;
+  annotations: Annotation[];
+  result: Axis[];
+}
+
+export interface Workflow {
+  url: string;
+}
+
+export interface Annotation {
+  axis: string;
+  key: string;
+  type: string;
+}
+
+export interface Axis {
+  type: 'axis';
+  value: string;
+  children: AxisValue[];
+}
+
+export type AxisValue = Axis | ImgResult;
+
+export interface ImgResult {
+  type: 'img';
+  uuid: string;
+  src: string;
+}
+
+export interface AxisScore {
+  type: 'axis';
+  score: number;
+  children?: AxisScore[];
+}

svelte/src/lib/multi-dim-table/score.svelte

@@ -0,0 +1,7 @@
+<script lang="ts">
+  export let score: number;
+</script>
+
+<span>
+  ({score})
+</span>

svelte/src/lib/multi-dim-table/store.ts

@@ -0,0 +1,19 @@
+import { writable } from 'svelte/store';
+import PubSub from 'pubsub-js';
+
+export const imageWidth = writable(50);
+export const comfyUrl = writable('');
+
+export enum TableMode {
+  Score,
+  View,
+}
+export const mode = writable(TableMode.View);
+
+export function createRefetchStatisticPublisher() {
+  return () => PubSub.publish('refetch-statistics');
+}
+
+export function createRefetchStatisticSubscriber(fn: () => void) {
+  return PubSub.subscribe('refetch-statistics', fn);
+}

svelte/src/lib/multi-dim-table/table-axis.svelte

@@ -0,0 +1,40 @@
+<script lang="ts">
+  import Score from './score.svelte';
+  import type { Axis, AxisScore } from './models';
+  import TableHolder from './table-holder.svelte';
+  import { el } from '@faker-js/faker';
+  import { zip } from './utils';
+  export let axis: Axis;
+  export let score: AxisScore | undefined;
+</script>
+
+<tr>
+  <!-- prompts -->
+  <th style="max-width:30vw" class="z-10">
+    {axis.value}
+    {#if score}
+      <Score score={score.score} />
+    {/if}
+  </th>
+  {#if score && score.children}
+    {#each zip(axis.children, score.children) as [dim2, score2]}
+      {#if dim2.type === 'axis' && score2.children}
+        <td>
+          {#each zip(dim2.children, score2.children) as [dim3, score3]}
+            <TableHolder value={dim3} score={score3}></TableHolder>
+          {/each}
+        </td>
+      {/if}
+    {/each}
+  {:else}
+    {#each axis.children as dim2}
+      {#if dim2.type === 'axis'}
+        <td>
+          {#each dim2.children as dim3}
+            <TableHolder value={dim3} score={undefined}></TableHolder>
+          {/each}
+        </td>
+      {/if}
+    {/each}
+  {/if}
+</tr>

svelte/src/lib/multi-dim-table/table-cell-axis.svelte

@@ -0,0 +1,21 @@
+<script lang="ts">
+  import type { Axis, AxisScore } from './models';
+  import Score from './score.svelte';
+  import TableHolder from './table-holder.svelte';
+  export let value: Axis;
+  export let score: AxisScore | undefined;
+</script>
+
+<div class="m-1 border box-border inline-block">
+  <div class="text-center font-bold">
+    {value.value}
+    {#if score}
+      <Score score={score.score} />
+    {/if}
+  </div>
+  <div class="flex justify-around my-1">
+    {#each value.children as item}
+      <TableHolder value={item} {score} />
+    {/each}
+  </div>
+</div>

svelte/src/lib/multi-dim-table/table-cell-img.svelte

@@ -0,0 +1,118 @@
+<script lang="ts">
+  import type { ImgResult } from './models';
+  import { TableMode, comfyUrl, imageWidth, mode } from './store';
+  import { db, getScore, getUser, updateScore, type User } from '$lib/db';
+  export let value: ImgResult;
+  export let width = 100;
+  import { createRefetchStatisticPublisher } from './store';
+  let refetch = createRefetchStatisticPublisher();
+  let api = '';
+  comfyUrl.subscribe((d) => (api = d));
+
+  let like = false;
+  let _mode = TableMode.View;
+  imageWidth.subscribe((d) => {
+    width = d;
+  });
+
+  mode.subscribe((v) => {
+    _mode = v;
+    if (v === TableMode.Score && value.uuid)
+      db.scoreboard
+        .where('uuid')
+        .equals(value.uuid)
+        .toArray()
+        .then((arr) => {
+          if (arr.length > 0 && arr[0].score > 0) {
+            like = true;
+          } else {
+            like = false;
+          }
+        });
+  });
+
+  function updateSelfScore(score: number) {
+    return updateScore(value.uuid, { score });
+  }
+
+  async function onLike() {
+    const { score } = (await getScore(value.uuid)) ?? {};
+    if (score === undefined) {
+      await db.scoreboard.add({
+        uuid: value.uuid,
+        score: 1,
+        link: value.src,
+        ctime: Date.now(),
+        mtime: Date.now(),
+      });
+    } else if (score === 1) {
+      return;
+    } else {
+      await updateSelfScore(1);
+    }
+    return apiUpdateScore(1)
+      .then(async (res) => {
+        if (res && res.ok) {
+          like = true;
+          refetch();
+        } else await updateSelfScore(0);
+      })
+      .catch(() => {
+        updateSelfScore(0);
+      });
+  }
+
+  async function onDislike() {
+    const { score } = (await getScore(value.uuid)) ?? {};
+    if (score === undefined || score === 0) {
+      return;
+    }
+    await updateSelfScore(0);
+    return apiUpdateScore(0)
+      .then(async (res) => {
+        if (res && res.ok) {
+          like = false;
+          refetch();
+        } else await updateSelfScore(1);
+      })
+      .catch(() => {
+        updateSelfScore(1);
+      });
+  }
+
+  async function apiUpdateScore(score: number) {
+    const user = await getUser();
+    if (!user) return;
+    return fetch(api + '/browser/xyz_plot/score', {
+      method: 'PUT',
+      body: JSON.stringify({
+        user: user.name,
+        source: value.uuid,
+        score,
+      }),
+    });
+  }
+</script>
+
+<div class="px-0.5 box-border inline-block relative" style={`width:${width}px`}>
+  <img
+    class="w-full"
+    src={value.src}
+    alt={value.uuid}
+    style={`width:${width}px`}
+  />
+  {#if _mode === TableMode.Score}
+    <button
+      class="absolute w-full h-full top-0 left-0 flex justify-end items-end p-1"
+      tabindex="0"
+      on:click={like ? onDislike : onLike}
+    >
+      <svg class="inline-block w-1/4" viewBox="0 0 1024 1024">
+        <path
+          d="M725.333333 192c-89.6 0-168.533333 44.8-213.333333 115.2C467.2 236.8 388.266667 192 298.666667 192 157.866667 192 42.666667 307.2 42.666667 448c0 253.866667 469.333333 512 469.333333 512s469.333333-256 469.333333-512c0-140.8-115.2-256-256-256z"
+          fill={like ? '#F44336' : 'grey'}
+        />
+      </svg>
+    </button>
+  {/if}
+</div>

svelte/src/lib/multi-dim-table/table-holder.svelte

@@ -0,0 +1,14 @@
+<script lang="ts">
+  import type { AxisScore, AxisValue } from './models';
+  import TableCellAxis from './table-cell-axis.svelte';
+  import TableCellImg from './table-cell-img.svelte';
+
+  export let value: AxisValue;
+  export let score: AxisScore | undefined;
+</script>
+
+{#if value.type === 'img'}
+  <TableCellImg {value} />
+{:else if value.type === 'axis'}
+  <TableCellAxis {value} bind:score />
+{/if}

svelte/src/lib/multi-dim-table/table.svelte

@@ -0,0 +1,67 @@
+<script lang="ts">
+  import { el } from '@faker-js/faker';
+  import type { AxisScore, Payload } from './models';
+  import Score from './score.svelte';
+  import TableAxis from './table-axis.svelte';
+  import { zip } from './utils';
+  export let height: number = 0;
+  export let payload: Payload;
+  export let scores: AxisScore[] | undefined = undefined;
+
+  let headScore: AxisScore[] | undefined = undefined;
+  $: headScore = scores
+    ? scores[0]
+        .children!.map(
+          (d) =>
+            JSON.parse(
+              JSON.stringify({ ...d, children: undefined }),
+            ) as AxisScore,
+        )
+        .map((axis, idx) => ({
+          ...axis,
+          score:
+            scores
+              ?.map((axis) => axis.children![idx].score)
+              .reduce((a, b) => a + b) ?? 0,
+        }))
+    : undefined;
+</script>
+
+<div
+  class="overflow-x-auto max-w-full inline-block"
+  style={`max-height: ${height}px`}
+>
+  <table class="table table-xs table-pin-rows table-pin-cols table-zebra-grey">
+    <thead>
+      <tr>
+        <th></th>
+        {#if headScore}
+          {#each zip(payload.result[0].children, headScore) as [axis, score]}
+            {#if axis.type === 'axis'}
+              <td class="text-wrap">
+                {axis.value}<Score score={score.score} />
+              </td>
+            {/if}
+          {/each}
+        {:else}
+          {#each payload.result[0].children as axis}
+            {#if axis.type === 'axis'}
+              <td class="text-wrap">{axis.value}</td>
+            {/if}
+          {/each}
+        {/if}
+      </tr>
+    </thead>
+    <tbody>
+      {#if scores}
+        {#each zip(payload.result, scores) as [axis, score]}
+          <TableAxis {axis} {score} />
+        {/each}
+      {:else}
+        {#each payload.result as axis}
+          <TableAxis {axis} score={undefined} />
+        {/each}
+      {/if}
+    </tbody>
+  </table>
+</div>

svelte/src/lib/multi-dim-table/utils.ts

@@ -0,0 +1,3 @@
+export function zip<T = unknown, U = unknown>(arr1: T[], arr2: U[]): [T, U][] {
+  return Array.from({ length: arr1.length }).map((_, i) => [arr1[i], arr2[i]]);
+}

svelte/src/lib/random.ts

@@ -0,0 +1,7 @@
+import { faker } from '@faker-js/faker';
+
+export function fakeUsername() {
+  const now = Date.now();
+  const suf = now.toString(32);
+  return `${faker.person.lastName()}_${suf}`;
+}

svelte/src/routes/+layout.svelte

@@ -1,5 +1,5 @@
 <script lang="ts">
-  import "../app.css";
+  import '../app.sass';
 </script>
 
 <slot />

svelte/src/routes/FilesList.svelte

@@ -1,6 +1,6 @@
 <script lang="ts">
   import { onMount } from 'svelte';
-  import { onLoadWorkflow, onScroll, fetchFiles } from './utils';
+  import { onLoadWorkflow, onScroll, fetchFiles, WHITE_EXTS } from './utils';
   import { t } from 'svelte-i18n';
   import type { FOLDER_TYPES } from './utils';
   import MediaShow from './MediaShow.svelte';
@@ -140,7 +140,7 @@
   {#each files
     .filter((f) => searchRegex.test(f.name.toLowerCase()))
     .slice(0, showCursor) as file}
-    {#if ['dir', 'image', 'video', 'json'].includes(file.fileType)}
+    {#if WHITE_EXTS.includes(file.fileType)}
       <div class="p-2 bg-info-content">
         <div class="flex items-center">
           <MediaShow {file} styleClass="w-full h-16 sm:h-36" {onClickDir} />

svelte/src/routes/MediaShow.svelte

@@ -28,6 +28,13 @@
           </span>
         </div>
       {/if}
+      {#if file.fileType === 'html'}
+        <div class="w-full h-full flex items-center justify-center">
+          <span class="font-bold text-xl">
+            HTML
+          </span>
+        </div>
+      {/if}
       {#if file.fileType === 'image'}
         <img
           class="h-full w-full object-contain"

svelte/src/routes/Navbar.svelte

@@ -135,4 +135,11 @@
       />
     </a>
   </div>
+  <div class="hidden sm:flex flex-0 items-center justify-center p-2">
+    <a href="https://discord.gg/f49R9dTKwM" target="_blank">
+      <svg class="hidden h-6 w-6 fill-current opacity-60 sm:inline-block " viewBox="0 -28.5 256 256" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" preserveAspectRatio="xMidYMid">
+        <path d="M216.856339,16.5966031 C200.285002,8.84328665 182.566144,3.2084988 164.041564,0 C161.766523,4.11318106 159.108624,9.64549908 157.276099,14.0464379 C137.583995,11.0849896 118.072967,11.0849896 98.7430163,14.0464379 C96.9108417,9.64549908 94.1925838,4.11318106 91.8971895,0 C73.3526068,3.2084988 55.6133949,8.86399117 39.0420583,16.6376612 C5.61752293,67.146514 -3.4433191,116.400813 1.08711069,164.955721 C23.2560196,181.510915 44.7403634,191.567697 65.8621325,198.148576 C71.0772151,190.971126 75.7283628,183.341335 79.7352139,175.300261 C72.104019,172.400575 64.7949724,168.822202 57.8887866,164.667963 C59.7209612,163.310589 61.5131304,161.891452 63.2445898,160.431257 C105.36741,180.133187 151.134928,180.133187 192.754523,160.431257 C194.506336,161.891452 196.298154,163.310589 198.110326,164.667963 C191.183787,168.842556 183.854737,172.420929 176.223542,175.320965 C180.230393,183.341335 184.861538,190.991831 190.096624,198.16893 C211.238746,191.588051 232.743023,181.531619 254.911949,164.955721 C260.227747,108.668201 245.831087,59.8662432 216.856339,16.5966031 Z M85.4738752,135.09489 C72.8290281,135.09489 62.4592217,123.290155 62.4592217,108.914901 C62.4592217,94.5396472 72.607595,82.7145587 85.4738752,82.7145587 C98.3405064,82.7145587 108.709962,94.5189427 108.488529,108.914901 C108.508531,123.290155 98.3405064,135.09489 85.4738752,135.09489 Z M170.525237,135.09489 C157.88039,135.09489 147.510584,123.290155 147.510584,108.914901 C147.510584,94.5396472 157.658606,82.7145587 170.525237,82.7145587 C183.391518,82.7145587 193.761324,94.5189427 193.539891,108.914901 C193.539891,123.290155 183.391518,135.09489 170.525237,135.09489 Z" fill="#5764f2" fill-rule="nonzero"></path>
+      </svg>
+    </a>
+  </div>
 </div>

svelte/src/routes/SourcesTab.svelte

@@ -42,7 +42,6 @@
   });
 
   function onClickSource(source: any) {
-    console.log(folderPath);
     folderPath = source.name;
   }
 

svelte/src/routes/utils.ts

@@ -6,9 +6,18 @@ export type FOLDER_TYPES = 'outputs' | 'collections' | 'sources';
 export const IMAGE_EXTS = ['png', 'webp', 'jpeg', 'jpg', 'gif'];
 export const VIDEO_EXTS = ['mp4', 'webm', 'mov', 'avi', 'mkv'];
 export const JSON_EXTS = ['json'];
+export const WHITE_EXTS = ['html', 'image', 'video', 'json', 'dir'];
 
 const localStorageKey = 'comfyui-browser';
 
+function getFileUrl(comfyUrl: string, folderType: string, file: any) {
+  if (file.folder_path) {
+    return `${comfyUrl}/browser/s/${folderType}/${file.folder_path}/${file.name}`;
+  } else {
+    return `${comfyUrl}/browser/s/${folderType}/${file.name}`;
+  }
+}
+
 function findFile(filename: string, exts: Array<string>, files: Array<any>) {
   let fn: any = filename.split('.');
   fn.pop();
@@ -29,10 +38,12 @@ function processFile(
   files: Array<any>,
 ) {
   const extname = file.name.split('.').pop().toLowerCase();
-  if (JSON_EXTS.includes(extname)) {
-    file['fileType'] = 'json';
-    if (findFile(file.name, IMAGE_EXTS.concat(VIDEO_EXTS), files)) {
-      return;
+  if (WHITE_EXTS.includes(extname)) {
+    file['fileType'] = extname;
+    if (extname === 'json') {
+      if (findFile(file.name, IMAGE_EXTS.concat(VIDEO_EXTS), files)) {
+        return;
+      }
     }
   }
   if (IMAGE_EXTS.includes(extname)) {
@@ -45,13 +56,13 @@ function processFile(
     return;
   }
 
-  file['url'] = `${comfyUrl}/browser/files/view?folder_type=${folderType}&filename=${file.name}&folder_path=${file.folder_path}`;
+  file['url'] = getFileUrl(comfyUrl, folderType, file);
   if (['image', 'video'].includes(file['fileType'])) {
-    file['previewUrl'] = `${comfyUrl}/browser/files/view?folder_type=${folderType}&filename=${file.name}&folder_path=${file.folder_path}`;
+    file['previewUrl'] = getFileUrl(comfyUrl, folderType, file);
 
     let jsonFile = findFile(file.name, JSON_EXTS, files);
     if (jsonFile) {
-      file['url'] = `${comfyUrl}/browser/files/view?folder_type=${folderType}&filename=${jsonFile.name}&folder_path=${jsonFile.folder_path}`;
+      file['url'] = getFileUrl(comfyUrl, folderType, jsonFile);
     }
   }
 

svelte/src/routes/xyz_plot/+layout.ts

@@ -0,0 +1,14 @@
+import { waitLocale } from 'svelte-i18n';
+
+/** @type {import('./$types').PageLoad} */
+export async function load({ url }) {
+  await waitLocale();
+
+  if (typeof process === 'undefined') {
+    const path = url.searchParams.get('path');
+    return {
+      path,
+    };
+  }
+  return {};
+}

svelte/src/routes/xyz_plot/+page.svelte

@@ -0,0 +1,119 @@
+<script>
+  import { onMount } from 'svelte';
+  import MultiDimTableLayout from '$lib/multi-dim-table/layout.svelte';
+  import AnalyzeTable from '$lib/multi-dim-table/table.svelte';
+  import {
+    comfyUrl,
+    createRefetchStatisticPublisher,
+  } from '$lib/multi-dim-table/store';
+  import InfoIcon from '$lib/icons/info.svelte';
+  import { db, getUser } from '$lib/db';
+  import { v1 as uuid } from 'uuid';
+  import { fakeUsername } from '$lib/random';
+  import { createRefetchStatisticSubscriber } from '$lib/multi-dim-table/store';
+
+  /** @type {import('./$types').PageData} */
+  export let data;
+
+  /** @type {string | null} */
+  export let path;
+
+  /** @type {import('$lib/multi-dim-table/models').AxisScore[]} */
+  let scores;
+
+  $: ({ path } = data);
+  $: comfyUrl.set(data.comfyUrl);
+
+  let mounted = false;
+
+  /** @type {import("$lib/multi-dim-table/models").Payload}*/
+  let payload;
+  let loading = false;
+
+  /**@type {HTMLElement | undefined}*/
+  let tableContainerRef;
+
+  createRefetchStatisticSubscriber(() => {
+    fetch(data.comfyUrl + '/browser/xyz_plot/statistic?path=' + data.path)
+      .then(async (d) => {
+        if (d.ok) {
+          scores = await d.json().then((d) => d.result);
+        }
+      })
+      .catch(() => {});
+  });
+  const refetch = createRefetchStatisticPublisher();
+
+  $: {
+    if (mounted && path) {
+      loading = true;
+      fetch(path)
+        .then((d) => d.json())
+        .then((d) => (payload = d))
+        .finally(() => {
+          loading = false;
+        });
+    }
+  }
+
+  $: {
+    if (mounted && path) {
+      refetch();
+    }
+  }
+
+  onMount(async () => {
+    mounted = true;
+    const user = await getUser();
+    if (!user) {
+      db.user.add({
+        uuid: uuid(),
+        name: fakeUsername(),
+        ctime: Date.now(),
+        mtime: Date.now(),
+      });
+    }
+  });
+</script>
+
+{#if typeof data.path === 'string' && data.path.length > 0}
+  {#if loading}
+    <div class="flex flex-col w-screen h-screen justify-center items-center">
+      <span class="loading loading-dots loading-lg"></span>
+    </div>
+  {:else if !payload}
+    null
+  {:else}
+    <MultiDimTableLayout
+      extraItems={[
+        {
+          label: 'Open Workflow',
+          onClick: () => {
+            open(payload.workflow.url);
+          },
+        },
+      ]}
+    >
+      <div slot="title">
+        XYZ Plot
+        <div
+          class="tooltip tooltip-bottom z-10 before:whitespace-pre-wrap"
+          data-tip={payload.annotations
+            .map((d) => `${d.axis}: ${d.key} - ${d.type}`)
+            .join('\n')}
+        >
+          <InfoIcon />
+        </div>
+      </div>
+      <div class="w-full h-full" bind:this={tableContainerRef}>
+        <AnalyzeTable
+          bind:payload
+          bind:scores
+          height={tableContainerRef?.clientHeight ?? 0}
+        />
+      </div>
+    </MultiDimTableLayout>
+  {/if}
+{:else}
+  Invalid Path
+{/if}

utils.py

@@ -1,19 +1,34 @@
 import json
-from os import path, scandir
+from os import path, scandir, mkdir
 import subprocess
 import time
 from typing import TypedDict, List
 
 import folder_paths
+from comfy.cli_args import args
+
+SERVER_BASE_URL = f'http://{args.listen}:{args.port}'
+# To support IPv6
+if ':' in args.listen:
+    SERVER_BASE_URL = f'http://[{args.listen}]:{args.port}'
 
 browser_path = path.dirname(__file__)
 collections_path = path.join(browser_path, 'collections')
 config_path = path.join(browser_path, 'config.json')
 sources_path = path.join(browser_path, 'sources')
 download_logs_path = path.join(browser_path, 'download_logs')
+outputs_path = folder_paths.get_output_directory()
+if args.output_directory:
+    outputs_path = path.abspath(args.output_directory)
+
+for dir in [collections_path, sources_path, download_logs_path, outputs_path]:
+    if not path.exists(dir):
+        mkdir(dir)
+
 
 image_extensions = ['.jpg', '.jpeg', '.png', '.gif', '.webp']
 video_extensions = ['.mp4', '.mov', '.avi', '.webm', '.mkv']
+white_extensions = ['.json', '.html'] + image_extensions + video_extensions
 
 info_file_suffix = '.info'
 
@@ -60,7 +75,7 @@ def get_parent_path(folder_type: str):
         return sources_path
 
     # outputs
-    return folder_paths.output_directory
+    return outputs_path
 
 # folder_type = 'outputs', 'collections', 'sources'
 def get_target_folder_files(folder_path: str, folder_type: str = 'outputs'):
@@ -85,7 +100,7 @@ def get_target_folder_files(folder_path: str, folder_type: str = 'outputs'):
         if name == '' or name[0] == '.':
             continue
         if item.is_file():
-            if not (ext in (image_extensions + video_extensions + ['.json'])):
+            if not (ext in white_extensions):
                 continue
 
         created_at = item.stat().st_ctime

web/build/_app/immutable/chunks/_commonjsHelpers.5-cIlDoe.js

@@ -0,0 +1 @@
+var o=typeof globalThis<"u"?globalThis:typeof window<"u"?window:typeof global<"u"?global:typeof self<"u"?self:{};function l(e){return e&&e.__esModule&&Object.prototype.hasOwnProperty.call(e,"default")?e.default:e}export{o as c,l as g};

web/build/_app/immutable/chunks/each.-oqiv04n.js

@@ -0,0 +1 @@
+function e(n){return n?.length!==void 0?n:Array.from(n)}export{e};

web/build/_app/immutable/chunks/index.Bo7-JXlm.js

@@ -1 +1 @@
-import{n as f,k as w,r as m,s as q,l as x}from"./scheduler.3IkOjBO1.js";const a=[];function z(e,i){return{subscribe:A(e,i).subscribe}}function A(e,i=f){let r;const n=new Set;function u(t){if(q(e,t)&&(e=t,r)){const o=!a.length;for(const s of n)s[1](),a.push(s,e);if(o){for(let s=0;s<a.length;s+=2)a[s][0](a[s+1]);a.length=0}}}function l(t){u(t(e))}function b(t,o=f){const s=[t,o];return n.add(s),n.size===1&&(r=i(u,l)||f),t(e),()=>{n.delete(s),n.size===0&&r&&(r(),r=null)}}return{set:u,update:l,subscribe:b}}function B(e,i,r){const n=!Array.isArray(e),u=n?[e]:e;if(!u.every(Boolean))throw new Error("derived() expects stores as input, got a falsy value");const l=i.length<2;return z(r,(b,t)=>{let o=!1;const s=[];let d=0,p=f;const h=()=>{if(d)return;p();const c=i(n?s[0]:s,b,t);l?b(c):p=x(c)?c:f},y=u.map((c,g)=>w(c,_=>{s[g]=_,d&=~(1<<g),o&&h()},()=>{d|=1<<g}));return o=!0,h(),function(){m(y),p(),o=!1}})}export{B as d,A as w};
+import{n as f,l as w,r as m,s as q,k as x}from"./scheduler.Tg1fnMp_.js";const a=[];function z(e,i){return{subscribe:A(e,i).subscribe}}function A(e,i=f){let r;const n=new Set;function u(t){if(q(e,t)&&(e=t,r)){const o=!a.length;for(const s of n)s[1](),a.push(s,e);if(o){for(let s=0;s<a.length;s+=2)a[s][0](a[s+1]);a.length=0}}}function l(t){u(t(e))}function b(t,o=f){const s=[t,o];return n.add(s),n.size===1&&(r=i(u,l)||f),t(e),()=>{n.delete(s),n.size===0&&r&&(r(),r=null)}}return{set:u,update:l,subscribe:b}}function B(e,i,r){const n=!Array.isArray(e),u=n?[e]:e;if(!u.every(Boolean))throw new Error("derived() expects stores as input, got a falsy value");const l=i.length<2;return z(r,(b,t)=>{let o=!1;const s=[];let d=0,p=f;const h=()=>{if(d)return;p();const c=i(n?s[0]:s,b,t);l?b(c):p=x(c)?c:f},y=u.map((c,g)=>w(c,_=>{s[g]=_,d&=~(1<<g),o&&h()},()=>{d|=1<<g}));return o=!0,h(),function(){m(y),p(),o=!1}})}export{B as d,A as w};

web/build/_app/immutable/chunks/scheduler.Tg1fnMp_.js

@@ -1 +1 @@
-function x(){}function w(t,n){for(const e in n)t[e]=n[e];return t}function j(t){return t()}function A(){return Object.create(null)}function E(t){t.forEach(j)}function D(t){return typeof t=="function"}function F(t,n){return t!=t?n==n:t!==n||t&&typeof t=="object"||typeof t=="function"}let i;function P(t,n){return t===n?!0:(i||(i=document.createElement("a")),i.href=n,t===i.href)}function S(t){return Object.keys(t).length===0}function q(t,...n){if(t==null){for(const r of n)r(void 0);return x}const e=t.subscribe(...n);return e.unsubscribe?()=>e.unsubscribe():e}function U(t,n,e){t.$$.on_destroy.push(q(n,e))}function B(t,n,e,r){if(t){const o=m(t,n,e,r);return t[0](o)}}function m(t,n,e,r){return t[1]&&r?w(e.ctx.slice(),t[1](r(n))):e.ctx}function C(t,n,e,r){if(t[2]&&r){const o=t[2](r(e));if(n.dirty===void 0)return o;if(typeof o=="object"){const l=[],_=Math.max(n.dirty.length,o.length);for(let s=0;s<_;s+=1)l[s]=n.dirty[s]|o[s];return l}return n.dirty|o}return n.dirty}function G(t,n,e,r,o,l){if(o){const _=m(n,e,r,l);t.p(_,o)}}function H(t){if(t.ctx.length>32){const n=[],e=t.ctx.length/32;for(let r=0;r<e;r++)n[r]=-1;return n}return-1}let f;function h(t){f=t}function g(){if(!f)throw new Error("Function called outside component initialization");return f}function I(t){g().$$.on_mount.push(t)}function J(t){g().$$.after_update.push(t)}function K(t){g().$$.on_destroy.push(t)}const a=[],y=[];let u=[];const p=[],k=Promise.resolve();let b=!1;function v(){b||(b=!0,k.then(z))}function L(){return v(),k}function O(t){u.push(t)}function N(t){p.push(t)}const d=new Set;let c=0;function z(){if(c!==0)return;const t=f;do{try{for(;c<a.length;){const n=a[c];c++,h(n),M(n.$$)}}catch(n){throw a.length=0,c=0,n}for(h(null),a.length=0,c=0;y.length;)y.pop()();for(let n=0;n<u.length;n+=1){const e=u[n];d.has(e)||(d.add(e),e())}u.length=0}while(a.length);for(;p.length;)p.pop()();b=!1,d.clear(),h(t)}function M(t){if(t.fragment!==null){t.update(),E(t.before_update);const n=t.dirty;t.dirty=[-1],t.fragment&&t.fragment.p(t.ctx,n),t.after_update.forEach(O)}}function Q(t){const n=[],e=[];u.forEach(r=>t.indexOf(r)===-1?n.push(r):e.push(r)),e.forEach(r=>r()),u=n}export{v as A,J as a,y as b,B as c,C as d,U as e,P as f,H as g,N as h,K as i,O as j,q as k,D as l,A as m,x as n,I as o,z as p,S as q,E as r,F as s,L as t,G as u,Q as v,f as w,h as x,j as y,a as z};
+function x(){}function w(t,n){for(const e in n)t[e]=n[e];return t}function j(t){return t()}function A(){return Object.create(null)}function E(t){t.forEach(j)}function D(t){return typeof t=="function"}function F(t,n){return t!=t?n==n:t!==n||t&&typeof t=="object"||typeof t=="function"}let i;function P(t,n){return t===n?!0:(i||(i=document.createElement("a")),i.href=n,t===i.href)}function S(t){return Object.keys(t).length===0}function q(t,...n){if(t==null){for(const r of n)r(void 0);return x}const e=t.subscribe(...n);return e.unsubscribe?()=>e.unsubscribe():e}function U(t,n,e){t.$$.on_destroy.push(q(n,e))}function B(t,n,e,r){if(t){const o=m(t,n,e,r);return t[0](o)}}function m(t,n,e,r){return t[1]&&r?w(e.ctx.slice(),t[1](r(n))):e.ctx}function C(t,n,e,r){if(t[2]&&r){const o=t[2](r(e));if(n.dirty===void 0)return o;if(typeof o=="object"){const l=[],_=Math.max(n.dirty.length,o.length);for(let s=0;s<_;s+=1)l[s]=n.dirty[s]|o[s];return l}return n.dirty|o}return n.dirty}function G(t,n,e,r,o,l){if(o){const _=m(n,e,r,l);t.p(_,o)}}function H(t){if(t.ctx.length>32){const n=[],e=t.ctx.length/32;for(let r=0;r<e;r++)n[r]=-1;return n}return-1}let f;function h(t){f=t}function g(){if(!f)throw new Error("Function called outside component initialization");return f}function I(t){g().$$.on_mount.push(t)}function J(t){g().$$.after_update.push(t)}function K(t){g().$$.on_destroy.push(t)}const a=[],y=[];let u=[];const p=[],k=Promise.resolve();let b=!1;function v(){b||(b=!0,k.then(z))}function L(){return v(),k}function O(t){u.push(t)}function N(t){p.push(t)}const d=new Set;let c=0;function z(){if(c!==0)return;const t=f;do{try{for(;c<a.length;){const n=a[c];c++,h(n),M(n.$$)}}catch(n){throw a.length=0,c=0,n}for(h(null),a.length=0,c=0;y.length;)y.pop()();for(let n=0;n<u.length;n+=1){const e=u[n];d.has(e)||(d.add(e),e())}u.length=0}while(a.length);for(;p.length;)p.pop()();b=!1,d.clear(),h(t)}function M(t){if(t.fragment!==null){t.update(),E(t.before_update);const n=t.dirty;t.dirty=[-1],t.fragment&&t.fragment.p(t.ctx,n),t.after_update.forEach(O)}}function Q(t){const n=[],e=[];u.forEach(r=>t.indexOf(r)===-1?n.push(r):e.push(r)),e.forEach(r=>r()),u=n}export{v as A,J as a,y as b,B as c,C as d,U as e,P as f,H as g,N as h,K as i,O as j,D as k,q as l,A as m,x as n,I as o,z as p,S as q,E as r,F as s,L as t,G as u,Q as v,f as w,h as x,j as y,a as z};

web/build/_app/immutable/chunks/singletons.b6n7ppVR.js

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web/build/_app/immutable/chunks/singletons.s-6DOT2Q.js

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web/build/_app/immutable/entry/app.-AUXghue.js

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web/build/_app/immutable/nodes/0.DDyQKHBy.js

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web/build/_app/immutable/nodes/1.7nUS1zxX.js

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web/build/_app/immutable/nodes/2.R9w-bO9C.js

@@ -0,0 +1 @@
+import{w as r}from"../chunks/runtime.bOPOS4G5.js";import{s as l,c as i,u,g as f,d as c}from"../chunks/scheduler.Tg1fnMp_.js";import{S as _,i as p,d as m,t as d}from"../chunks/index.xa2X6v7V.js";async function g({url:o}){return await r(),typeof process>"u"?{path:o.searchParams.get("path")}:{}}const v=Object.freeze(Object.defineProperty({__proto__:null,load:g},Symbol.toStringTag,{value:"Module"}));function $(o){let s;const n=o[1].default,e=i(n,o,o[0],null);return{c(){e&&e.c()},l(t){e&&e.l(t)},m(t,a){e&&e.m(t,a),s=!0},p(t,[a]){e&&e.p&&(!s||a&1)&&u(e,n,t,t[0],s?c(n,t[0],a,null):f(t[0]),null)},i(t){s||(m(e,t),s=!0)},o(t){d(e,t),s=!1},d(t){e&&e.d(t)}}}function h(o,s,n){let{$$slots:e={},$$scope:t}=s;return o.$$set=a=>{"$$scope"in a&&n(0,t=a.$$scope)},[t,e]}class w extends _{constructor(s){super(),p(this,s,h,$,l,{})}}export{w as component,v as universal};

web/build/_app/version.json

@@ -1 +1 @@
-{"version":"1703985909010"}
+{"version":"1711098245920"}

web/build/xyz_plot.html

@@ -0,0 +1,52 @@
+<!doctype html>
+<html lang="en" data-theme="forest">
+	<head>
+		<meta charset="utf-8" />
+		<link rel="icon" href="./favicon.png" />
+		<meta name="viewport" content="width=device-width, initial-scale=1" />
+		
+		<link href="./_app/immutable/assets/0.sGZW4pel.css" rel="stylesheet">
+		<link rel="modulepreload" href="./_app/immutable/entry/start.WorQkyMw.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/scheduler.Tg1fnMp_.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/singletons.b6n7ppVR.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/index.Bo7-JXlm.js">
+		<link rel="modulepreload" href="./_app/immutable/entry/app.qKAh-8tw.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/preload-helper.0HuHagjb.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/index.xa2X6v7V.js">
+		<link rel="modulepreload" href="./_app/immutable/nodes/0.DDyQKHBy.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/runtime.bOPOS4G5.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/_commonjsHelpers.5-cIlDoe.js">
+		<link rel="modulepreload" href="./_app/immutable/nodes/2.R9w-bO9C.js">
+		<link rel="modulepreload" href="./_app/immutable/nodes/4.L8Hmv_u7.js">
+		<link rel="modulepreload" href="./_app/immutable/chunks/each.-oqiv04n.js">
+	</head>
+	<body data-sveltekit-preload-data="hover">
+		<div style="display: contents">  Invalid Path 
+			
+			<script>
+				{
+					__sveltekit_19afu = {
+						base: new URL(".", location).pathname.slice(0, -1),
+						env: null
+					};
+
+					const element = document.currentScript.parentElement;
+
+					const data = [null,null,null];
+
+					Promise.all([
+						import("./_app/immutable/entry/start.WorQkyMw.js"),
+						import("./_app/immutable/entry/app.qKAh-8tw.js")
+					]).then(([kit, app]) => {
+						kit.start(app, element, {
+							node_ids: [0, 2, 4],
+							data,
+							form: null,
+							error: null
+						});
+					});
+				}
+			</script>
+		</div>
+	</body>
+</html>

web/nodes/selectInputs.js

@@ -0,0 +1,83 @@
+import { app } from "../../../scripts/app.js";
+
+const selectInputsNodeType = 'SelectInputs //Browser';
+const SPLITTER = '::';
+
+function getGraphInputs(graph) {
+  let inputs = [];
+  graph._nodes?.forEach(n => {
+    n.widgets?.forEach(w => {
+      inputs.push([`#${n.id}`, n.title, w.name].join(SPLITTER));
+    });
+  });
+
+  return inputs;
+}
+
+function refreshPreview(node) {
+  let values = [];
+  node.widgets.forEach(w => {
+    if (w.type === 'combo' && w.name.startsWith('input_')) {
+      const v = w.value.split(SPLITTER);
+      values.push({
+        node_id: v[0].substring(1),
+        node_title: v[1],
+        widget_name: v[2],
+      });
+    }
+  });
+  const preview = node.widgets.find(w => w.name === 'preview');
+  preview.value = JSON.stringify(values);
+}
+
+function refreshInputs(node, app) {
+  const inputs = getGraphInputs(app.graph);
+  node.widgets.forEach(w => {
+    if (w.type != 'combo') {
+      return;
+    }
+
+    w.options.values = inputs;
+    w.value = inputs[0];
+  });
+  const size = node.computeSize();
+  node.setSize([size[0] * 1.5, size[1]]);
+
+  refreshPreview(node);
+}
+
+app.registerExtension({
+  name: "Browser.Nodes.SelectInputs",
+  nodeCreated(node, app) {
+    if (node.constructor.type != selectInputsNodeType) {
+      return;
+    }
+
+    node.widgets.forEach(w => {
+      if (w.name === 'preview') {
+        if (w.element) {
+          w.element.disabled = true;
+        }
+      }
+      if (w.type === 'combo' && w.name.startsWith('input_')) {
+        const oriCallback = w.callback;
+        w.callback = () => {
+          oriCallback?.apply(arguments);
+          refreshPreview(node)
+        };
+      }
+    });
+    node.addWidget(
+      "button", 'Refresh', '',
+      () => refreshInputs(node, app)
+    );
+    refreshInputs(node, app);
+  },
+  loadedGraphNode(node, app) {
+    if (node.type != selectInputsNodeType) {
+      return;
+    }
+
+    refreshInputs(node, app);
+  }
+});

web/nodes/xyzPlot.js

@@ -0,0 +1,31 @@
+import { app } from "../../../scripts/app.js";
+
+const xyzPlotNodeType = 'XyzPlot //Browser';
+
+app.registerExtension({
+  name: "Browser.Nodes.XyzPlot",
+  async beforeRegisterNodeDef(nodeType, nodeData, app) {
+    if (nodeData.name != xyzPlotNodeType) {
+      return;
+    }
+    const orig = nodeType.prototype.onExecuted;
+    nodeType.prototype.onExecuted = function(message) {
+      const ret = orig?.apply(this, arguments);
+
+      const resultPath = message.result_path[0];
+      if (!resultPath) {
+        return ret;
+      }
+
+      let button = this.widgets.find(w => w.type === 'button');
+      const callback = () => { window.open(window.location.origin + resultPath, "_blank"); };
+      if (!button) {
+        this.addWidget("button", 'Open the result', '', callback);
+      } else {
+        button.callback = callback;
+      }
+
+      return ret;
+    };
+  },
+});