Repository: TileDB-Inc/TileDB-PyBabylonJS (language: python)

Issue:
babylon updates
This is a larger PR that includes JSON schema validation for parameter validation and automatically setting up the scene and lighting. When you are happy we can merge this into the mbrs-visualization branch before merging into master.


Discussion / hints:

Fix patch:
diff --git a/README.md b/README.md
index 8c5cf63..1d65576 100644
--- a/README.md
+++ b/README.md
@@ -5,11 +5,12 @@
 [![Build Status](https://dev.azure.com/TileDB-Inc/CI/_apis/build/status/TileDB-Inc.TileDB-PyBabylonJS?branchName=main)](https://dev.azure.com/TileDB-Inc/CI/_build/latest?definitionId=37&branchName=main)
 
 
-BabylonJS widget
+The TileDB-PyBabylonJS library is a geospatial data visualization Python library that interactively visualizes TileDB arrays with [Babylon.js](https://www.babylonjs.com) in a Jupyter notebook widget. 
 
 ## Installation
 
-You can install using `pip`:
+This project is available from [PyPI](https://pypi.org/project/pybabylonjs/) and can be installed with `pip`:
+You can install using `pip`:`
 
 ```bash
 pip install pybabylonjs
@@ -29,13 +30,13 @@ conda create -n pybabylonjs-dev -c conda-forge nodejs yarn python jupyterlab
 conda activate pybabylonjs-dev
 ```
 
-Install the python. This will also build the TS package.
+Fork or clone the repo. Install the Python package. This will also build the TS package.
 ```bash
 pip install -e ".[test, examples]"
 ```
 
 When developing your extensions, you need to manually enable your extensions with the
-notebook / lab frontend. For lab, this is done by the command:
+notebook / lab frontend. For jupyter lab, this is done by the command:
 
 ```
 jupyter labextension install @jupyter-widgets/jupyterlab-manager
@@ -43,7 +44,7 @@ yarn run build
 jupyter labextension install .
 ```
 
-For classic notebook, you need to run:
+For a classic notebook, you need to run:
 
 ```
 jupyter nbextension install --sys-prefix --symlink --overwrite --py pybabylonjs
@@ -71,3 +72,63 @@ After a change wait for the build to finish and then refresh your browser and th
 
 #### Python:
 If you make a change to the python code then you will need to restart the notebook kernel to have it take effect.
+
+## Usage
+
+Currently two data visualizations are supported for LiDAR point clouds:
+
+* 3D point cloud visualization
+* 3D MBRS visualization
+
+Full examples can be found it the example notebooks [here]](https://github.com/TileDB-Inc/TileDB-PyBabylonJS/tree/main/examples).
+
+### 3D point cloud visualization
+
+To create this visualization load a slice of the data and create a dictionary with the coordinates of the points and the RGB values:
+
+```python
+from pybabylonjs import Show as show
+
+with tiledb.open("autzen1") as arr:
+    df = pd.DataFrame(arr[636800:637800, 851000:853000, 406.14:615.26])
+
+data = {
+    'X': df['X'],
+    'Y': df['Y'],
+    'Z': df['Z'],
+    'Red': df['Red'] / 255.0,
+    'Green': df['Green'] / 255.0,
+    'Blue': df['Blue'] / 255.0
+}
+```
+
+Visualize the 3D point cloud with `pybabylonjs.Show.from_dict()` by specifying `data` and the `style` to use. Optional parameters are the `width` and `height` of the frame, the scaling factor `z_scale` of the z-axis and the wheel precision `wheel_precision`:
+
+```python
+show.from_dict(data=data,
+                style = 'pointcloud',
+                width = 800,
+                height = 600,
+                z_scale = .3,
+                wheel_precision = 50)
+```
+
+This creates an interactive visualization in a notebook widget of which the below is a screenshot:
+
+<img src="examples/pointcloud.png"  width="400" height="300" />
+
+### 3D MBRS visualization
+
+This visualization is created directly from a sparse array by specifying the `array`, the style as `mbrs` and optional `height` and `width` parameters:
+
+```python
+show.from_array(array='autzen',
+                style='mbrs',
+                width=800,
+                height=600,
+                z_scale = 0.5)
+```
+
+Which creates the below interactive visualization in a notebook widget of which the below is a screenshot:
+
+<img src="examples/mbrs.png"  width="400" height="300" />
\ No newline at end of file
diff --git a/examples/gltf.ipynb b/examples/gltf.ipynb
new file mode 100644
index 0000000..bf8b322
--- /dev/null
+++ b/examples/gltf.ipynb
@@ -0,0 +1,122 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "b69d7104-541f-474d-b30d-06a83c4d120e",
+   "metadata": {},
+   "source": [
+    "# GLTF -> TileDB demo\n",
+    "\n",
+    "We will start by importing the required libraries;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c9da5366-077c-40c8-b136-816ee9ddab9c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import numpy as np\n",
+    "from pybabylonjs import Show as show\n",
+    "import tiledb"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "570ce59b-1968-439b-ae7e-f9a4840031dd",
+   "metadata": {},
+   "source": [
+    "The BabylonJS viewer reads GLTF so we will read the FBX file as a GLTF model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b73aebb0-fed5-4b62-b87a-9d2c9d94bf0f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"gltf/farmhouse.gltf\") as f:\n",
+    "    gltf_data = f.read()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f4839324-1a52-408f-a25b-1771235a38ec",
+   "metadata": {},
+   "source": [
+    "Create a point cloud ground surface for this building"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8530408b-6d1c-4ca8-97ce-be8dc98b2450",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# create surface for model\n",
+    "(minx, maxx), (miny, maxy), (minz, maxz) = ((-80, 80), (-150, 150), (-30, 40))\n",
+    "extent = 50.\n",
+    "num_vals = 1000\n",
+    "\n",
+    "xs = np.random.default_rng().uniform(minx - extent, maxx + extent, num_vals)\n",
+    "ys = np.random.default_rng().uniform(miny - extent, maxy + extent, num_vals)\n",
+    "zs = np.random.default_rng().uniform(-5., 0., num_vals)\n",
+    "\n",
+    "data = {\n",
+    "    \"X\": xs,\n",
+    "    \"Y\": ys,\n",
+    "    \"Z\": zs,\n",
+    "    \"Red\": np.random.default_rng().uniform(0., 1., num_vals),\n",
+    "    \"Green\": np.random.default_rng().uniform(0., 1., num_vals),\n",
+    "    \"Blue\": np.random.default_rng().uniform(0., 1., num_vals)\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "99f1d235-a073-47b8-9ae6-a0b5a1730cc0",
+   "metadata": {},
+   "source": [
+    "And render;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36c4d496-2bf8-40e0-92ca-944d08c9c191",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "show.from_dict(data=data,\n",
+    "               style = 'pointcloud',\n",
+    "               gltf_data = gltf_data,\n",
+    "               point_size = 5)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/gltf/README.md b/examples/gltf/README.md
new file mode 100644
index 0000000..07c6e11
--- /dev/null
+++ b/examples/gltf/README.md
@@ -0,0 +1,1 @@
+Farmhouse data from https://open3dmodel.com/3d-models/fbx
diff --git a/examples/gltf/farmhouse.gltf b/examples/gltf/farmhouse.gltf
new file mode 100755
index 0000000..1b15126
--- /dev/null
+++ b/examples/gltf/farmhouse.gltf
@@ -0,0 +1,1 @@
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\ No newline at end of file
diff --git a/examples/introduction.ipynb b/examples/introduction.ipynb
deleted file mode 100644
index 11681ee..0000000
--- a/examples/introduction.ipynb
+++ /dev/null
@@ -1,162 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "source": [
-    "# Introduction"
-   ],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "source": [
-    "import pybabylonjs\n",
-    "import tiledb"
-   ],
-   "outputs": [],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "source": [
-    "tiledb_uri = 'tiledb://tiledb-inc/boulder'\n",
-    "tiledb_token = ''\n",
-    "config = tiledb.Config()\n",
-    "config['rest.token'] = tiledb_token"
-   ],
-   "outputs": [],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "source": [
-    "with tiledb.open(tiledb_uri, ctx=tiledb.Ctx(config)) as arr:\n",
-    "    print(f\"Non-empty domain: {arr.nonempty_domain()}\")\n",
-    "    pts = arr[475475:475486, :, :]"
-   ],
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": [
-      "Non-empty domain: ((475419.137, 476715.406), (4429319.721, 4429910.817), (1612.818, 1662.445))\n"
-     ]
-    }
-   ],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "source": [
-    "tiledb_uri = 'tiledb://norman/autzen_tiledb'\n",
-    "\n",
-    "with tiledb.open(tiledb_uri, ctx=tiledb.Ctx(config)) as arr:\n",
-    "    print(f\"Non-empty domain: {arr.nonempty_domain()}\")\n",
-    "    pts = arr.multi_index[[(638000.0, 638500.0), (850000.0, 850500.0), (406.14, 615.26)]]"
-   ],
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": [
-      "Non-empty domain: ((635577.79, 639003.73), (848882.15, 853537.66), (406.14, 615.26))\n"
-     ]
-    }
-   ],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "source": [
-    "import pickle\n",
-    "\n",
-    "with open('points.pickle', 'wb') as handle:\n",
-    "    pickle.dump(pts, handle, protocol=pickle.HIGHEST_PROTOCOL)"
-   ],
-   "outputs": [],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "source": [
-    "import pickle\n",
-    "\n",
-    "with open('points.pickle', 'rb') as handle:\n",
-    "    pts = pickle.load(handle)"
-   ],
-   "outputs": [],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "source": [
-    "pts['Red'] = pts['Red'] / 65535.0\n",
-    "pts['Green'] = pts['Green'] / 65535.0\n",
-    "pts['Blue'] = pts['Blue'] / 65535.0"
-   ],
-   "outputs": [],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "source": [
-    "babylon = pybabylonjs.BabylonJS()\n",
-    "babylon.value = pts\n",
-    "babylon"
-   ],
-   "outputs": [
-    {
-     "output_type": "display_data",
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c905de44a4b54163a1febd616927f276",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "BabylonJS(extents=[638000.02, 638499.99, 848893.4600000001, 853466.4, 409.55, 568.14], value='{\"X\": [638244.61…"
-      ]
-     },
-     "metadata": {}
-    }
-   ],
-   "metadata": {}
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "source": [],
-   "outputs": [],
-   "metadata": {}
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.10"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
\ No newline at end of file
diff --git a/examples/mbrs.png b/examples/mbrs.png
new file mode 100644
index 0000000..d1975be
Binary files /dev/null and b/examples/mbrs.png differ
diff --git a/examples/pointcloud.png b/examples/pointcloud.png
new file mode 100644
index 0000000..0e2d4ef
Binary files /dev/null and b/examples/pointcloud.png differ
diff --git a/examples/points.pickle b/examples/points.pickle
deleted file mode 100644
index 3503c6a..0000000
Binary files a/examples/points.pickle and /dev/null differ
diff --git a/package.json b/package.json
index 7e1f360..1998069 100644
--- a/package.json
+++ b/package.json
@@ -32,15 +32,16 @@
   },
   "scripts": {
     "build": "jlpm run build:lib && jlpm run build:labextension:dev",
+    "build:prod": "jlpm run clean && jlpm run build:lib && jlpm run build:labextension",
     "build:labextension": "jupyter labextension build .",
     "build:labextension:dev": "jupyter labextension build --development True .",
     "build:lib": "tsc",
     "build:dist": "NODE_OPTIONS=--max-old-space-size=4096 webpack --mode=production",
     "build:prod": "jlpm run clean && jlpm run build:lib && jlpm run build:labextension && jlpm run build:dist",
     "clean": "jlpm run clean:lib",
-    "clean:all": "jlpm run clean:lib && jlpm run clean:labextension",
-    "clean:labextension": "rimraf pybabylonjs/labextension",
     "clean:lib": "rimraf lib tsconfig.tsbuildinfo",
+    "clean:labextension": "rimraf pybabylonjs/labextension",
+    "clean:all": "jlpm run clean:lib && jlpm run clean:labextension",
     "clean:nbextension": "rimraf pybabylonjs/nbextension/static/index.js",
     "eslint": "eslint . --ext .ts,.tsx --fix",
     "eslint:check": "eslint . --ext .ts,.tsx",
@@ -50,23 +51,26 @@
     "prepack": "yarn run build:lib",
     "test": "echo test",
     "watch": "run-p watch:src watch:labextension",
+    "watch:src": "tsc -w",
     "watch:labextension": "jupyter labextension watch .",
     "watch:lib": "tsc -w",
-    "watch:nbextension": "NODE_OPTIONS=--max-old-space-size=4096 webpack --watch --mode=development",
-    "watch:src": "tsc -w"
+    "watch:nbextension": "NODE_OPTIONS=--max-old-space-size=4096 webpack --watch --mode=development"
   },
   "dependencies": {
-    "@babylonjs/core": "^4.2.0",
+    "@babylonjs/core": "^4.2.1",
+    "babylonjs-materials": "^4.2.1",
+    "@babylonjs/inspector": "^4.2.1",
+    "@babylonjs/loaders": "^4.2.1",
     "@jupyter-widgets/base": "^1.1.10 || ^2 || ^3 || ^4",
     "@jupyterlab/application": "^3.2.0",
     "@tiledb-inc/tiledb-cloud": "^0.0.8",
-    "babylonjs-gui": "^4.2.0"
+    "babylonjs-gui": "^4.2.1"
   },
   "devDependencies": {
-    "@babylonjs/core": "^4.2.0",
+    "@babylonjs/core": "^4.2.1",
     "@jupyterlab/builder": "^3.1.0",
     "@types/node": "^10.11.6",
-    "@types/webpack-env": "^1.16.2",
+    "@types/webpack-env": "^1.16.3",
     "@typescript-eslint/eslint-plugin": "^4.8.1",
     "@typescript-eslint/parser": "^4.8.1",
     "crypto": "1.0.1",
diff --git a/pybabylonjs/__init__.py b/pybabylonjs/__init__.py
index 853f67f..050ecef 100644
--- a/pybabylonjs/__init__.py
+++ b/pybabylonjs/__init__.py
@@ -1,6 +1,6 @@
 import json
 from pathlib import Path
-from .babylonjs import BabylonJS
+from .visualize import BabylonJS, Show
 from ._version import __version__
 
 HERE = Path(__file__).parent.resolve()
diff --git a/pybabylonjs/babylonjs.py b/pybabylonjs/babylonjs.py
index 306125e..afd9d9b 100644
--- a/pybabylonjs/babylonjs.py
+++ b/pybabylonjs/babylonjs.py
@@ -11,99 +11,96 @@
 
 logger = logging.Logger("logger")
 
-from ipywidgets import DOMWidget
-import json
-import os
-from traitlets import CInt, Float, Dict, List, Bool, TraitError, Unicode, validate
+from copy import deepcopy
+from ipywidgets import DOMWidget, register
+import jsonschema
+from jsonschema import Draft7Validator, validators
+from traitlets import Dict, TraitError, Unicode, validate
 from ._frontend import module_name, module_version
-import pandas as pd
 
 
-class BabylonJS(DOMWidget):
-    """BabylonJS"""
+def extend_with_default(validator_class):
+    validate_properties = validator_class.VALIDATORS["properties"]
 
-    _model_name = Unicode("BabylonJSModel").tag(sync=True)
+    def set_defaults(validator, properties, instance, schema):
+        for property, subschema in properties.items():
+            if "default" in subschema:
+                instance.setdefault(property, subschema["default"])
+
+        for error in validate_properties(
+            validator,
+            properties,
+            instance,
+            schema,
+        ):
+            yield error
+
+    return validators.extend(
+        validator_class,
+        {"properties": set_defaults},
+    )
+
+
+DefaultValidatingDraft7Validator = extend_with_default(Draft7Validator)
+
+
+core_schema = {
+    "type": "object",
+    "properties": {
+        "inspector": {"type": "boolean", "default": False},
+        "width": {"type": "number", "default": 800},
+        "height": {"type": "number", "default": 600},
+        "z_scale": {"type": "number", "default": 1},
+        "wheel_precision": {"type": "number", "default": -1},
+        "time": {"type": "boolean", "default": False},
+        "time_offset": {"type": "number", "default": 0},
+        "gltf_data": {"type": "string"},
+        "point_size": {"type": "number", "default": 1},
+        "data": {"type": "object", "properties": {}, "required": []},
+        "extents": {"type": "array", "items": {"type": "number"}, "maxItems": 6},
+    },
+    "required": ["data"],
+}
+
+pc_schema = deepcopy(core_schema)
+attrs = ["X", "Y", "Z", "Red", "Green", "Blue"]
+pc_schema["properties"]["data"]["required"].extend(attrs)
+
+mbrs_schema = deepcopy(core_schema)
+
+
+class BabylonBase(DOMWidget):
     _model_module = Unicode(module_name).tag(sync=True)
     _model_module_version = Unicode(module_version).tag(sync=True)
-    _view_name = Unicode("BabylonJSView").tag(sync=True)
-    _view_module = Unicode(module_name).tag(sync=True)
     _view_module_version = Unicode(module_version).tag(sync=True)
+    _view_module = Unicode(module_name).tag(sync=True)
 
-    extents = List().tag(sync=True)
-    width = CInt(700).tag(sync=True)
-    height = CInt(500).tag(sync=True)
-    query = Dict().tag(sync=True)
-    token = Unicode(os.getenv("TILEDB_REST_TOKEN", "")).tag(sync=True)
-    uri = Unicode().tag(sync=True)
-    value = Dict().tag(sync=True)
-    wheel_precision = Float(50.0).tag(sync=True)
-    z_scale = Float(0.5).tag(sync=True)
-    add = Bool(
-        False,
-        help="For use with 4D datasets with slider; set add to True to consecutively add sets of xyz pts as slider is moved to the right",
-    ).tag(sync=True)
+    """Base class for all Babylon derived widgets"""
 
     @validate("value")
-    def _valid_value(self, proposal):
-        if proposal.value:
-            reqd = ["X", "Y", "Z", "Red", "Green", "Blue"]
-
-            if not all(key in proposal.value.keys() for key in reqd):
-                raise TraitError(f"Missing one of {reqd} in input")
-
-            data = {}
-
-            if len(proposal.value.keys()) == 7:
-                dim4_name = None
-                for key in proposal.value.keys():
-                    if key not in reqd:
-                        dim4_name = key
-                        break
-
-                if dim4_name != None:
-                    try:
-                        fourD_agg_df = (
-                            pd.DataFrame(proposal.value)
-                            .groupby(dim4_name, sort=False)
-                            .agg(lambda x: list(x))
-                        )
-                        data["X"] = fourD_agg_df["X"].tolist()
-                        data["Y"] = fourD_agg_df["Y"].tolist()
-                        data["Z"] = fourD_agg_df["Z"].tolist()
-                        data["Red"] = fourD_agg_df["Red"].tolist()
-                        data["Green"] = fourD_agg_df["Green"].tolist()
-                        data["Blue"] = fourD_agg_df["Blue"].tolist()
-                        data[dim4_name] = fourD_agg_df.index.astype(str).tolist()
-
-                        self.extents = [
-                            min([val for dat in data["X"] for val in dat]),
-                            max([val for dat in data["X"] for val in dat]),
-                            min([val for dat in data["Y"] for val in dat]),
-                            max([val for dat in data["Y"] for val in dat]),
-                            min([val for dat in data["Z"] for val in dat]),
-                            max([val for dat in data["Z"] for val in dat]),
-                        ]
-
-                    except:
-                        logger.warn("passing 4d setup")
-
-            if not data:
-                data["X"] = proposal.value["X"].tolist()
-                data["Y"] = proposal.value["Y"].tolist()
-                data["Z"] = proposal.value["Z"].tolist()
-                data["Red"] = proposal.value["Red"].tolist()
-                data["Green"] = proposal.value["Green"].tolist()
-                data["Blue"] = proposal.value["Blue"].tolist()
-
-                self.extents = [
-                    min(data["X"]),
-                    max(data["X"]),
-                    min(data["Y"]),
-                    max(data["Y"]),
-                    min(data["Z"]),
-                    max(data["Z"]),
-                ]
-
-            return json.dumps(data)
-        else:
-            return proposal.value
+    def _validate_value(self, proposal):
+        try:
+            DefaultValidatingDraft7Validator(self._schema).validate(proposal["value"])
+            return proposal["value"]
+        except jsonschema.ValidationError as e:
+            raise TraitError(e)
+
+
+@register
+class BabylonPC(BabylonBase):
+    """3D point cloud with BabylonJS"""
+
+    _model_name = Unicode("BabylonPCModel").tag(sync=True)
+    _view_name = Unicode("BabylonPCView").tag(sync=True)
+    value = Dict().tag(sync=True)
+    _schema = pc_schema
+
+
+@register
+class BabylonMBRS(BabylonBase):
+    """MBRS outlines with BabylonJS"""
+
+    _model_name = Unicode("BabylonMBRSModel").tag(sync=True)
+    _view_name = Unicode("BabylonMBRSView").tag(sync=True)
+    value = Dict().tag(sync=True)
+    _schema = mbrs_schema
diff --git a/pybabylonjs/visualize.py b/pybabylonjs/visualize.py
new file mode 100644
index 0000000..4725173
--- /dev/null
+++ b/pybabylonjs/visualize.py
@@ -0,0 +1,119 @@
+# Copyright 2022 TileDB Inc.
+# Licensed under the MIT License.
+"""Classes for setting up the visualization."""
+
+from IPython.display import display
+from typing import Optional
+
+import pandas as pd
+import tiledb
+
+from .babylonjs import BabylonPC, BabylonMBRS
+
+
+class PyBabylonJSError(Exception):
+    pass
+
+
+def create_mbrs(array_name: str):
+    """Create a Dict to be passed on to BabylonMBRS to create a 3D point cloud visualization."""
+    fragments_info = tiledb.array_fragments(array_name, include_mbrs=True)
+
+    df = pd.DataFrame()
+
+    f = 0
+    for fragment in fragments_info.mbrs:
+        f += 1
+        b = 0
+        for box in fragment:
+            b += 1
+            box_dict = {
+                "fragment": f,
+                "box": b,
+                "xmin": box[0][0],
+                "xmax": box[0][1],
+                "ymin": box[1][0],
+                "ymax": box[1][1],
+                "zmin": box[2][0],
+                "zmax": box[2][1],
+            }
+            box_df = pd.DataFrame([box_dict])
+            df = pd.concat([df, box_df], ignore_index=True)
+
+    data = {
+        "Xmin": df["xmin"],
+        "Xmax": df["xmax"],
+        "Ymin": df["ymin"],
+        "Ymax": df["ymax"],
+        "Zmin": df["zmin"],
+        "Zmax": df["zmax"],
+    }
+
+    extents = [
+        min(df["xmin"].tolist()),
+        max(df["xmax"].tolist()),
+        min(df["ymin"].tolist()),
+        max(df["ymax"].tolist()),
+        min(df["zmin"].tolist()),
+        max(df["zmax"].tolist()),
+    ]
+
+    return dict(extents=extents, data=data)
+
+
+class Show:
+    """Create a N-D visualization.
+
+    Parameters:
+        ...
+    """
+
+    def __init__(self):
+        self._value = None
+        self._dataviz = None
+
+    @classmethod
+    def from_dict(self, data: dict, style: str, time: Optional[bool] = False, **kwargs):
+        if style == "pointcloud":
+            dataviz = BabylonPC()
+            d = {"time": time, "data": data}
+            d.update(kwargs)
+            dataviz.value = d
+            display(dataviz)
+        else:
+            raise PyBabylonJSError(f"Unsupported style {style}")
+
+    @classmethod
+    def from_array(self, array_uri: str, style: str, **kwargs):
+        if style == "mbrs":
+            dataviz = BabylonMBRS()
+            d = create_mbrs(array_uri)
+            d.update(kwargs)
+            dataviz.value = d
+            display(dataviz)
+        else:
+            raise PyBabylonJSError(f"Unsupported style {style}")
+
+
+class BabylonJS:
+    """Legacy class for instantiating the widget"""
+
+    def __init__(self):
+        self.value = None
+        self.z_scale = None
+        self.width = None
+        self.height = None
+
+    def _ipython_display_(self):
+        kwargs = {}
+
+        if self.z_scale:
+            kwargs["z_scale"] = self.z_scale
+
+        if self.width:
+            kwargs["width"] = self.width
+
+        if self.height:
+            kwargs["height"] = self.height
+
+        Show.from_dict(data=self.value, style="pointcloud", **kwargs)
diff --git a/setup.py b/setup.py
index 183e494..676a74b 100644
--- a/setup.py
+++ b/setup.py
@@ -44,6 +44,12 @@
         "setuptools-scm>=1.5.4",
         "setuptools-scm-git-archive",
     ],
+    extras_require={
+        "dev": [
+            "matplotlib",
+            "python-pdal",
+        ],
+    },
     url=pkg_json["homepage"],
     author=pkg_json["author"]["name"],
     author_email=pkg_json["author"]["email"],
diff --git a/src/widget.ts b/src/widget.ts
index 6dd8b12..e7ef2bd 100644
--- a/src/widget.ts
+++ b/src/widget.ts
@@ -8,54 +8,50 @@ import {
 } from '@jupyter-widgets/base';
 
 import { MODULE_NAME, MODULE_VERSION } from './version';
-import * as BABYLON from '@babylonjs/core';
-import * as GUI from 'babylonjs-gui';
+import { ArcRotateCamera, Color3, Color4, Engine, PointsCloudSystem, Scene, SceneLoader, StandardMaterial,
+  SolidParticleSystem, MeshBuilder,
+  Vector3} from '@babylonjs/core';
+import {AdvancedDynamicTexture, Control, StackPanel, Slider, TextBlock} from 'babylonjs-gui';
+import "@babylonjs/loaders/glTF";
+import "@babylonjs/core/Debug/debugLayer";
+import "@babylonjs/inspector";
 
 // Import the CSS
 import '../css/widget.css';
 
-export class BabylonJSModel extends DOMWidgetModel {
-  defaults(): any {
-    return {
-      ...super.defaults(),
-      _model_name: BabylonJSModel.model_name,
-      _model_module: BabylonJSModel.model_module,
-      _model_module_version: BabylonJSModel.model_module_version,
-      _view_name: BabylonJSModel.view_name,
-      _view_module: BabylonJSModel.view_module,
-      _view_module_version: BabylonJSModel.view_module_version,
-      extents: [],
-      query: null,
-      value: null,
-      token: '',
-      uri: '',
-      width: 700,
-      height: 500,
-      wheel_precision: 50.0,
-      z_scale: 0.5
-    };
-  }
 
-  static serializers: ISerializers = {
-    ...DOMWidgetModel.serializers
-  };
-
-  static model_name = 'BabylonJSModel';
+export class BabylonBaseModel extends DOMWidgetModel {
   static model_module = MODULE_NAME;
   static model_module_version = MODULE_VERSION;
-  static view_name = 'BabylonJSView';
   static view_module = MODULE_NAME;
-  static view_module_version = MODULE_VERSION;
+  static view_module_version = MODULE_VERSION;  
+
+  static serializers: ISerializers = {
+    ...DOMWidgetModel.serializers
+  };
 }
 
-export class BabylonJSView extends DOMWidgetView {
+abstract class BabylonBaseView extends DOMWidgetView {
   canvas?: HTMLCanvasElement;
-  engine?: BABYLON.Engine;
+  engine?: Engine;
+  values = this.model.get('value');
+  width = this.values.width;
+  height = this.values.height;
+  wheelPrecision = this.values.wheel_precision;
+  zScale = this.values.z_scale;
+  inspector = this.values.inspector;
 
-  render(): void {
-    const loadingScreen = document.createElement('div');
-    loadingScreen.id = 'loadingScreen';
+  protected resizeCanvas(): void {
+    this.canvas?.setAttribute('width', this.width);
+    this.canvas?.setAttribute('height', this.height);
+    this.engine?.resize();
+  }
 
+  protected query_changed(): void {
+    // TODO
+  }
+
+  render(): void {
     this.canvas = document.createElement('canvas');
     this.canvas.classList.add('renderCanvas');
     this.el.appendChild(this.canvas);
@@ -63,239 +59,242 @@ export class BabylonJSView extends DOMWidgetView {
     this.model.on('change:query', this.query_changed, this);
     this.model.on_some_change(['width', 'height'], this.resizeCanvas, this);
 
-    this.engine = new BABYLON.Engine(this.canvas, true);
-    BABYLON.SceneLoader.ShowLoadingScreen = true;
+    this.engine = new Engine(this.canvas, true);
+    const engine = this.engine;
 
-    this.resizeCanvas();
+    SceneLoader.ShowLoadingScreen = false;
 
-    const scene = this.createScene();
+    this.resizeCanvas();
 
-    this.engine.runRenderLoop(() => {
-      scene.render();
-    });
+    this.createScene().then( ( scene ) => {
+      engine.runRenderLoop(() => {
+        scene.render();
+      });
+    })
   }
 
-  protected createScene(): BABYLON.Scene {
-    const scene = new BABYLON.Scene(this.engine as BABYLON.Engine);
-    new BABYLON.PointLight('Point', new BABYLON.Vector3(5, 10, 5), scene);
-    const camera = new BABYLON.ArcRotateCamera(
-      'Camera',
-      1,
-      0.8,
-      3,
-      new BABYLON.Vector3(0, 0, 0),
-      scene
-    );
-    camera.attachControl(this.canvas, true);
-
-    const data = JSON.parse(this.model.get('value'));
-    const extents = this.model.get('extents');
-    const z_scale = this.model.get('z_scale');
-    const wheel_precision = this.model.get('wheel_precision');
-    const num_coords = data.X.length;
-    const minx = extents[0];
-    const maxx = extents[1];
-    const miny = extents[2];
-    const maxy = extents[3];
-    const minz = extents[4];
-    const maxz = extents[5];
-    const add_mode = this.model.get('add');
-    camera.wheelPrecision = wheel_precision;
-
-    var pcs = new BABYLON.PointsCloudSystem('pcs', 1, scene, {
-      updatable: true
-    });
+  protected async createScene(): Promise<Scene> {
+    const scene = new Scene(this.engine as Engine);
 
-    var dim4_name: string = '';
-
-    if (Object.keys(data).length === 7) {
-      const panel = new GUI.StackPanel();
-      panel.width = '200px';
-      panel.height = '40px';
-      panel.paddingLeft = '5px';
-      panel.paddingRight = '5px';
-      panel.isVertical = true;
-      panel.horizontalAlignment = GUI.Control.HORIZONTAL_ALIGNMENT_CENTER;
-      panel.verticalAlignment = GUI.Control.VERTICAL_ALIGNMENT_BOTTOM;
-
-      for (var dim_key of Object.keys(data)) {
-        if (['X', 'Y', 'Z', 'Red', 'Green', 'Blue'].indexOf(dim_key) === -1) {
-          dim4_name = dim_key;
-          break;
-        }
-      }
+    if (this.inspector) {
+      scene.debugLayer.show({
+        embedMode: true,
+      });
+    }
 
-      var header: any = null;
-      var dim4_vals: any = null;
-
-      if (dim4_name.length > 0) {
-        dim4_vals = data[dim4_name];
-        header = new GUI.TextBlock();
-        header.text = dim4_vals[0];
-        header.height = '20px';
-        header.fontSize = '14px';
-        header.color = 'whitesmoke';
-        header.textHorizontalAlignment =
-          GUI.Control.HORIZONTAL_ALIGNMENT_CENTER;
-        header.textVerticalAlignment = GUI.Control.VERTICAL_ALIGNMENT_BOTTOM;
-        header.paddingTop = '2px';
-        header.paddingBottom = '2px';
-      }
+    return scene;
+  }
 
-      const slider = new GUI.Slider(dim4_name);
-      slider.height = '18px';
-      slider.width = '200px';
-      slider.paddingBottom = '2px';
-      slider.borderColor = 'black';
-      slider.color = 'orange';
-      slider.background = 'grey';
-      slider.minimum = 0;
-      slider.maximum = data.X.length - 1;
-      slider.step = 1;
-      slider.value = 0;
-
-      pcs.updateParticle = function (particle: any) {
-        if (particle.position.z < 1.1) {
-          particle.position = particle.position.add(
-            new BABYLON.Vector3(0, 0, 999999)
-          );
-        } else {
-          particle.position = particle.position.subtract(
-            new BABYLON.Vector3(0, 0, 999999)
-          );
-        }
-        return particle;
-      };
+}
 
-      var prev_value = 0;
-
-      const noAddModeReloader = function (value: number) {
-        var prev_ptl_st = 0;
-        var prev_ptl_end = 0;
-        for (var kk = 0; kk <= prev_value; kk++) {
-          if (kk < prev_value) {
-            prev_ptl_st += data.X[kk].length;
-            prev_ptl_end += data.X[kk].length;
-          } else {
-            prev_ptl_end += data.X[kk].length;
-          }
-        }
-        var curr_ptl_st = 0;
-        var curr_ptl_end = 0;
-        for (var jk = 0; jk <= value; jk++) {
-          if (jk < value) {
-            curr_ptl_st += data.X[jk].length;
-            curr_ptl_end += data.X[jk].length;
-          } else {
-            curr_ptl_end += data.X[jk].length;
-          }
-        }
-        prev_value = value;
+export class BabylonPCModel extends BabylonBaseModel {
+  defaults(): any {
+    return {
+      ...super.defaults(),
+      _model_name: BabylonPCModel.model_name,
+      _model_module: BabylonPCModel.model_module,
+      _model_module_version: BabylonPCModel.model_module_version,
+      _view_name: BabylonPCModel.view_name,
+      _view_module: BabylonPCModel.view_module,
+      _view_module_version: BabylonPCModel.view_module_version,
+    };
+  }
 
-        if (header) {
-          header.text = dim4_vals[value];
-        }
-        pcs.setParticles(prev_ptl_st, prev_ptl_end - 1);
-        pcs.setParticles(curr_ptl_st, curr_ptl_end - 1);
-      };
+  static model_name = 'BabylonPCModel';
+  static view_name = 'BabylonPCView';
+}
 
-      const addModeReloader = function (value: number) {
-        var start_i = prev_value < value ? prev_value : value;
-        var end_i = value > prev_value ? value : prev_value;
+export class BabylonPCView extends BabylonBaseView {
 
-        var start_ptl = 0;
-        var end_ptl = 0;
+  protected async createScene(): Promise<Scene> {
+    return super.createScene().then( ( scene ) => {
+      const data = this.values.data;
+      const numCoords = data.X.length;
+      const gltfData = this.values.gltf_data;
+      const pointSize = this.values.point_size;
+      const isTime = this.values.time;
+      const scale = this.zScale;
+      var doClear = false;
 
-        for (var ii = 0; ii <= end_i; ii++) {
-          if (ii <= start_i) {
-            start_ptl += data.X[ii].length;
-            end_ptl += data.X[ii].length;
-          } else {
-            end_ptl += data.X[ii].length;
-          }
-        }
-        prev_value = value;
+      var pcs = new PointsCloudSystem('pcs', pointSize, scene, {
+        updatable: isTime
+      });
 
-        if (header) {
-          header.text = dim4_vals[value];
-        }
+      const pcLoader = function (particle: any, i: number, _: string) {
+        // Y is up
+        particle.position = new Vector3(
+          data.X[i],
+          data.Z[i] * scale,
+          data.Y[i]
+        );
 
-        pcs.setParticles(start_ptl, end_ptl - 1);
+        if (isTime)
+          particle.color = scene.clearColor;
+        else
+          particle.color = new Color3(
+            data.Red[i],
+            data.Green[i],
+            data.Blue[i]
+          );  
       };
 
-      if (!add_mode) {
-        slider.onValueChangedObservable.add(noAddModeReloader);
-      } else {
-        slider.onValueChangedObservable.add(addModeReloader);
-      }
+      pcs.addPoints(numCoords, pcLoader);
 
-      const advancedTexture = GUI.AdvancedDynamicTexture.CreateFullscreenUI(
-        'ui',
-        true,
-        scene
-      );
-      advancedTexture.addControl(panel);
-      if (header) {
-        panel.addControl(header);
-      }
-      panel.addControl(slider);
-
-      const data_flat = {
-        X: data.X.flat(),
-        Y: data.Y.flat(),
-        Z: data.Z.flat(),
-        Red: data.Red.flat(),
-        Green: data.Green.flat(),
-        Blue: data.Blue.flat()
-      };
+      let tasks:Promise<any>[] = [pcs.buildMeshAsync()];
 
-      const initialLoader = function (particle: any, i: number, s: string) {
-        particle.position = new BABYLON.Vector3(
-          (data_flat.X[i] - minx) / (maxx - minx),
-          (data_flat.Y[i] - miny) / (maxy - miny),
-          ((data_flat.Z[i] - minz) / (maxz - minz)) * z_scale
-        );
+      if (gltfData) {
+        var blob = new Blob([gltfData]);
+        var url = URL.createObjectURL(blob);
+        tasks.push(SceneLoader.AppendAsync(url, "", scene, null, ".gltf"));
+      }
 
-        particle.color = new BABYLON.Color3(
-          data_flat.Red[i],
-          data_flat.Green[i],
-          data_flat.Blue[i]
-        );
-      };
+      return Promise.all(tasks).then(() => {
+        scene.createDefaultCameraOrLight(true, true, false);
+
+        if (isTime) {
+          const times = data.GpsTime;
+          const offset = this.values.time_offset;
+
+          var advancedTexture = AdvancedDynamicTexture.CreateFullscreenUI(
+                "UI",
+                true,
+                scene);
+
+          var panel = new StackPanel();
+          panel.width = "220px";
+          panel.horizontalAlignment = Control.HORIZONTAL_ALIGNMENT_CENTER;
+          panel.verticalAlignment = Control.VERTICAL_ALIGNMENT_BOTTOM;
+          advancedTexture.addControl(panel);
+
+          var header = new TextBlock();
+          header.text = "Time: " + (offset +  times[0]).toFixed(2);
+          header.height = "30px";
+          header.color = "white";
+          panel.addControl(header);
+
+          var slider = new Slider("GpsTime");
+          slider.minimum = 0;
+          slider.maximum = data.GpsTime.length - 1;
+          slider.step = 1;
+          slider.value = 0;
+          slider.height = "20px";
+          slider.width = "200px";
+
+          pcs.updateParticle = function (particle: any) {
+            if (doClear)
+              particle.color = scene.clearColor;
+            else
+              particle.color = new Color3(
+                data.Red[particle.idx],
+                data.Green[particle.idx],
+                data.Blue[particle.idx]
+              );
+
+            return particle;
+          };
+
+          slider.onValueChangedObservable.add(
+            function(value:any) {
+              header.text = "Time: " + (offset + times[value]).toFixed(2);
+
+              if (value > pcs.counter) {
+                doClear = false;
+                pcs.setParticles(pcs.counter, value);
+              } else {
+                doClear = true;
+                pcs.setParticles(value, pcs.counter);
+              }
+              pcs.counter = value;
+          });
+          
+          panel.addControl(slider);    
+        }
 
-      pcs.addPoints(data_flat.X.length, initialLoader);
-      pcs.buildMeshAsync().then((mesh: BABYLON.Mesh) => {
-        pcs.setParticles(data.X[0].length, data_flat.X.length);
-      });
-    } else {
-      const threeDLoader = function (particle: any, i: number, s: string) {
-        particle.position = new BABYLON.Vector3(
-          (data.X[i] - minx) / (maxx - minx),
-          (data.Y[i] - miny) / (maxy - miny),
-          ((data.Z[i] - minz) / (maxz - minz)) * z_scale
-        );
+        let camera = scene.activeCamera as ArcRotateCamera;
+        // possibly make these configurable, but they are good defaults
+        camera.panningAxis = new Vector3(1, 1, 0);
+        camera.upperBetaLimit = Math.PI / 2;
+        camera.panningSensibility = 1;
+        camera.panningInertia = 0.2;
+        camera._panningMouseButton = 0;
 
-        particle.color = new BABYLON.Color3(
-          data.Red[i],
-          data.Green[i],
-          data.Blue[i]
-        );
-      };
+        if (this.wheelPrecision > 0)
+          camera.wheelPrecision = this.wheelPrecision;
 
-      pcs.addPoints(num_coords, threeDLoader);
-      pcs.buildMeshAsync();
-    }
+        camera.alpha += Math.PI;
+        camera.attachControl(this.canvas, true);
 
-    return scene;
+        return scene;
+      });
+    });
   }
+}
 
-  protected resizeCanvas(): void {
-    this.canvas?.setAttribute('width', this.model.get('width'));
-    this.canvas?.setAttribute('height', this.model.get('height'));
-    this.engine?.resize();
+export class BabylonMBRSModel extends BabylonBaseModel {
+  defaults(): any {
+    return {
+      ...super.defaults(),
+      _model_name: BabylonMBRSModel.model_name,
+      _model_module: BabylonMBRSModel.model_module,
+      _model_module_version: BabylonMBRSModel.model_module_version,
+      _view_name: BabylonMBRSModel.view_name,
+      _view_module: BabylonMBRSModel.view_module,
+      _view_module_version: BabylonMBRSModel.view_module_version,
+    };
   }
 
-  protected query_changed(): void {
-    // TODO
-  }
+  static model_name = 'BabylonMBRSModel';
+  static view_name = 'BabylonMBRSView';
 }
+
+export class BabylonMBRSView extends BabylonBaseView {
+  protected async createScene(): Promise<Scene> {
+    return super.createScene().then( ( scene ) => {
+      const data = this.values.data;
+      const extents = this.values.extents;
+      const minx = extents[0];
+      const maxx = extents[1];
+      const miny = extents[2];
+      const maxy = extents[3];
+      const minz = extents[4];
+      const maxz = extents[5];
+
+      const scale = this.zScale;
+
+      var mat = new StandardMaterial('mt1', scene);
+      mat.alpha = 0.9;
+
+      const SPS = new SolidParticleSystem("SPS", scene);
+      const box = MeshBuilder.CreateBox("b", {height: 1, width: 1, depth: 1});
+      SPS.addShape(box, data.Xmin.length); 
+      box.dispose(); //dispose of original model box
+
+      SPS.buildMesh(); // finally builds and displays the SPS mesh
+
+      SPS.initParticles = () => {
+        for (let p = 0; p < SPS.nbParticles; p++) {
+            const particle = SPS.particles[p];
+            particle.position.x = ((data.Xmax[p]+data.Xmin[p])/2 - minx) / (maxx - minx);
+            particle.position.y = ((data.Ymax[p]+data.Ymin[p])/2 - miny) / (maxy - miny);
+            particle.position.z = (((data.Zmax[p]+data.Zmin[p])/2 - minz) / (maxz - minz)) * scale;
+            particle.scaling.x = (data.Xmax[p]-data.Xmin[p]) / (maxx - minx);
+            particle.scaling.y = (data.Ymax[p]-data.Ymin[p]) / (maxy - miny);
+            particle.scaling.z = ( (data.Zmax[p]-data.Zmin[p]) / (maxz - minz) ) * scale;
+            particle.color = new Color4(0.5 + Math.random() * 0.6, 0.5 + Math.random() * 0.6, 0.5 + Math.random() * 0.6,0.9);
+        }
+      };
+
+      SPS.mesh.hasVertexAlpha = true;
+      SPS.initParticles(); //call the initialising function
+      SPS.setParticles(); //apply the properties and display the mesh
+      SPS.mesh.material = mat;
+
+      scene.createDefaultCameraOrLight(true, true, true);
+      let cam = scene.activeCamera as ArcRotateCamera;
+      cam.wheelPrecision = this.wheelPrecision;
+      cam.alpha += Math.PI;
+
+      return scene;
+    });
+  }
+}
\ No newline at end of file
diff --git a/yarn.lock b/yarn.lock
index c9c9269..a50d171 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3,136 +3,183 @@
 
 
 "@babel/code-frame@7.12.11":
-  version "7.12.11"
-  resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.12.11.tgz#f4ad435aa263db935b8f10f2c552d23fb716a63f"
-  integrity sha512-Zt1yodBx1UcyiePMSkWnU4hPqhwq7hGi2nFL1LeA3EUl+q2LQx16MISgJ0+z7dnmgvP9QtIleuETGOiOH1RcIw==
+  "integrity" "sha512-Zt1yodBx1UcyiePMSkWnU4hPqhwq7hGi2nFL1LeA3EUl+q2LQx16MISgJ0+z7dnmgvP9QtIleuETGOiOH1RcIw=="
+  "resolved" "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.12.11.tgz"
+  "version" "7.12.11"
   dependencies:
     "@babel/highlight" "^7.10.4"
 
 "@babel/helper-validator-identifier@^7.14.5":
-  version "7.15.7"
-  resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.15.7.tgz#220df993bfe904a4a6b02ab4f3385a5ebf6e2389"
-  integrity sha512-K4JvCtQqad9OY2+yTU8w+E82ywk/fe+ELNlt1G8z3bVGlZfn/hOcQQsUhGhW/N+tb3fxK800wLtKOE/aM0m72w==
+  "integrity" "sha512-K4JvCtQqad9OY2+yTU8w+E82ywk/fe+ELNlt1G8z3bVGlZfn/hOcQQsUhGhW/N+tb3fxK800wLtKOE/aM0m72w=="
+  "resolved" "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.15.7.tgz"
+  "version" "7.15.7"
 
 "@babel/highlight@^7.10.4":
-  version "7.14.5"
-  resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.14.5.tgz#6861a52f03966405001f6aa534a01a24d99e8cd9"
-  integrity sha512-qf9u2WFWVV0MppaL877j2dBtQIDgmidgjGk5VIMw3OadXvYaXn66U1BFlH2t4+t3i+8PhedppRv+i40ABzd+gg==
+  "integrity" "sha512-qf9u2WFWVV0MppaL877j2dBtQIDgmidgjGk5VIMw3OadXvYaXn66U1BFlH2t4+t3i+8PhedppRv+i40ABzd+gg=="
+  "resolved" "https://registry.npmjs.org/@babel/highlight/-/highlight-7.14.5.tgz"
+  "version" "7.14.5"
   dependencies:
     "@babel/helper-validator-identifier" "^7.14.5"
-    chalk "^2.0.0"
-    js-tokens "^4.0.0"
+    "chalk" "^2.0.0"
+    "js-tokens" "^4.0.0"
 
 "@babel/runtime@^7.1.2":
-  version "7.15.4"
-  resolved "https://registry.yarnpkg.com/@babel/runtime/-/runtime-7.15.4.tgz#fd17d16bfdf878e6dd02d19753a39fa8a8d9c84a"
-  integrity sha512-99catp6bHCaxr4sJ/DbTGgHS4+Rs2RVd2g7iOap6SLGPDknRK9ztKNsE/Fg6QhSeh1FGE5f6gHGQmvvn3I3xhw==
-  dependencies:
-    regenerator-runtime "^0.13.4"
-
-"@babylonjs/core@^4.2.0":
-  version "4.2.0"
-  resolved "https://registry.npmjs.org/@babylonjs/core/-/core-4.2.0.tgz"
-  integrity sha512-sZQigPvMDc0pcgwlKvTF5gsMzGwT8gelQIOyxELrohdFu12pHGhIr61+yVxxq9tpCdzyYD9kS8LM0w2y+5ypkg==
-  dependencies:
-    tslib ">=1.10.0"
+  "integrity" "sha512-99catp6bHCaxr4sJ/DbTGgHS4+Rs2RVd2g7iOap6SLGPDknRK9ztKNsE/Fg6QhSeh1FGE5f6gHGQmvvn3I3xhw=="
+  "resolved" "https://registry.npmjs.org/@babel/runtime/-/runtime-7.15.4.tgz"
+  "version" "7.15.4"
+  dependencies:
+    "regenerator-runtime" "^0.13.4"
+
+"@babylonjs/core@^4.2.1", "@babylonjs/core@4.2.2":
+  "integrity" "sha512-gAgetSyoxFZ/xzMVVnGPKaP941NHA59Ho8GGKFW98OTEp8yZcnzJjNOD2zfF1eKmlvR/6WwSmcrKWTJtPF1pyA=="
+  "resolved" "https://registry.npmjs.org/@babylonjs/core/-/core-4.2.2.tgz"
+  "version" "4.2.2"
+  dependencies:
+    "tslib" ">=1.10.0"
+
+"@babylonjs/gui@4.2.2":
+  "integrity" "sha512-iFKnSb0m9Zz7oeD1LTZWE9Hxcp0QMytXZenLNgrbHOm8mo2V+Y6OiVEP9SpvZRqks6bTDTFrpfjMTy1DrZyTGQ=="
+  "resolved" "https://registry.npmjs.org/@babylonjs/gui/-/gui-4.2.2.tgz"
+  "version" "4.2.2"
+  dependencies:
+    "@babylonjs/core" "4.2.2"
+    "tslib" ">=1.10.0"
+
+"@babylonjs/inspector@^4.2.1":
+  "integrity" "sha512-aTK9u+wKv9pvL+/ftRMQxIiwyvxUs4AF0RaN/WQgDRqLKdYf+NGCjc2NX5P4Krcs5hU6CD7CjyOIhhtJXGRk7g=="
+  "resolved" "https://registry.npmjs.org/@babylonjs/inspector/-/inspector-4.2.2.tgz"
+  "version" "4.2.2"
+  dependencies:
+    "@babylonjs/core" "4.2.2"
+    "@babylonjs/gui" "4.2.2"
+    "@babylonjs/loaders" "4.2.2"
+    "@babylonjs/materials" "4.2.2"
+    "@babylonjs/serializers" "4.2.2"
+    "babylonjs-gltf2interface" "4.2.2"
+    "tslib" ">=1.10.0"
+
+"@babylonjs/loaders@^4.2.1", "@babylonjs/loaders@4.2.2":
+  "integrity" "sha512-Qk8r4xp4eOznbX3AsNYv8HgwS+tzGu6TwSpDX4il3g0B+k1N5k6KE5ghrnwDytoxUDVjGZ/VKk2cQqiHsg/NLg=="
+  "resolved" "https://registry.npmjs.org/@babylonjs/loaders/-/loaders-4.2.2.tgz"
+  "version" "4.2.2"
+  dependencies:
+    "@babylonjs/core" "4.2.2"
+    "babylonjs-gltf2interface" "4.2.2"
+    "tslib" ">=1.10.0"
+
+"@babylonjs/materials@4.2.2":
+  "integrity" "sha512-Y7umjVEYV5ZsLYVxgrkb5+4lPsz35acgOEqiZErFBdGXJw3AHJLJmalcmL5WXqUBR2SzyShFLCJOdbFQbkmaxg=="
+  "resolved" "https://registry.npmjs.org/@babylonjs/materials/-/materials-4.2.2.tgz"
+  "version" "4.2.2"
+  dependencies:
+    "@babylonjs/core" "4.2.2"
+    "tslib" ">=1.10.0"
+
+"@babylonjs/serializers@4.2.2":
+  "integrity" "sha512-PEW09qqScaWV5c9UA44uY2YuF9aQJ6gYTMvjopul9YsiPoJolL4QrHO9OxikaYWQb7rgll3XukoRejhZ+HanTQ=="
+  "resolved" "https://registry.npmjs.org/@babylonjs/serializers/-/serializers-4.2.2.tgz"
+  "version" "4.2.2"
+  dependencies:
+    "@babylonjs/core" "4.2.2"
+    "babylonjs-gltf2interface" "4.2.2"
+    "tslib" ">=1.10.0"
 
 "@blueprintjs/colors@^4.0.0-alpha.1":
-  version "4.0.0-alpha.1"
-  resolved "https://registry.yarnpkg.com/@blueprintjs/colors/-/colors-4.0.0-alpha.1.tgz#370684b404e5400494169c54cc3a31385fc6db6a"
-  integrity sha512-i95xW/cAIijJAMIBDrXw1WLbGVXVaRDRG1Ga0CxOtMVwL20zvdXlQj7EMqhkgVEJo9LaKNIDliPI+jsh7h5Lag==
+  "integrity" "sha512-i95xW/cAIijJAMIBDrXw1WLbGVXVaRDRG1Ga0CxOtMVwL20zvdXlQj7EMqhkgVEJo9LaKNIDliPI+jsh7h5Lag=="
+  "resolved" "https://registry.npmjs.org/@blueprintjs/colors/-/colors-4.0.0-alpha.1.tgz"
+  "version" "4.0.0-alpha.1"
 
 "@blueprintjs/core@^3.36.0", "@blueprintjs/core@^3.51.2":
-  version "3.51.2"
-  resolved "https://registry.yarnpkg.com/@blueprintjs/core/-/core-3.51.2.tgz#9ace39c831bbb57b827d2f6b0de80bf1b0e2ad8c"
-  integrity sha512-Jj7WXbMLJ/D7asi0fzelXUVtDBFCOhpkbJFArSghF0M2ssgnLQbE8r00SWH9l1zeGKdvHt6XzKP4DI4g79RXEg==
+  "integrity" "sha512-Jj7WXbMLJ/D7asi0fzelXUVtDBFCOhpkbJFArSghF0M2ssgnLQbE8r00SWH9l1zeGKdvHt6XzKP4DI4g79RXEg=="
+  "resolved" "https://registry.npmjs.org/@blueprintjs/core/-/core-3.51.2.tgz"
+  "version" "3.51.2"
   dependencies:
     "@blueprintjs/colors" "^4.0.0-alpha.1"
     "@blueprintjs/icons" "^3.31.0"
     "@types/dom4" "^2.0.1"
-    classnames "^2.2"
-    dom4 "^2.1.5"
-    normalize.css "^8.0.1"
-    popper.js "^1.16.1"
-    react-lifecycles-compat "^3.0.4"
-    react-popper "^1.3.7"
-    react-transition-group "^2.9.0"
-    resize-observer-polyfill "^1.5.1"
-    tslib "~1.13.0"
+    "classnames" "^2.2"
+    "dom4" "^2.1.5"
+    "normalize.css" "^8.0.1"
+    "popper.js" "^1.16.1"
+    "react-lifecycles-compat" "^3.0.4"
+    "react-popper" "^1.3.7"
+    "react-transition-group" "^2.9.0"
+    "resize-observer-polyfill" "^1.5.1"
+    "tslib" "~1.13.0"
 
 "@blueprintjs/icons@^3.31.0":
-  version "3.31.0"
-  resolved "https://registry.yarnpkg.com/@blueprintjs/icons/-/icons-3.31.0.tgz#9b3075a45e93dacaf4363390e9985263d2999c6e"
-  integrity sha512-6pXhHC8zEvoDKN5KNsIHNuCRKsemmRbXNv1jweB95VaFzR1M+Mik+Qi+13Wd+VtZrzes2ZcWttIeyuK91NoLCw==
+  "integrity" "sha512-6pXhHC8zEvoDKN5KNsIHNuCRKsemmRbXNv1jweB95VaFzR1M+Mik+Qi+13Wd+VtZrzes2ZcWttIeyuK91NoLCw=="
+  "resolved" "https://registry.npmjs.org/@blueprintjs/icons/-/icons-3.31.0.tgz"
+  "version" "3.31.0"
   dependencies:
-    classnames "^2.2"
-    tslib "~1.13.0"
+    "classnames" "^2.2"
+    "tslib" "~1.13.0"
 
 "@blueprintjs/select@^3.15.0":
-  version "3.18.9"
-  resolved "https://registry.yarnpkg.com/@blueprintjs/select/-/select-3.18.9.tgz#cfe6ee552c3ced06b0b55e49b7a90bd0a1f65ef5"
-  integrity sha512-qpDbOPwQn0FeagkNAmu3VbAehjX3rMY9Az7DCn90Jwp9T1Iy5D/kqYDV0+IibYcbK8r09L0MET0q68dUdkbnEQ==
+  "integrity" "sha512-qpDbOPwQn0FeagkNAmu3VbAehjX3rMY9Az7DCn90Jwp9T1Iy5D/kqYDV0+IibYcbK8r09L0MET0q68dUdkbnEQ=="
+  "resolved" "https://registry.npmjs.org/@blueprintjs/select/-/select-3.18.9.tgz"
+  "version" "3.18.9"
   dependencies:
     "@blueprintjs/core" "^3.51.2"
-    classnames "^2.2"
-    tslib "~1.13.0"
+    "classnames" "^2.2"
+    "tslib" "~1.13.0"
 
 "@discoveryjs/json-ext@^0.5.0":
-  version "0.5.5"
-  resolved "https://registry.npmjs.org/@discoveryjs/json-ext/-/json-ext-0.5.5.tgz"
-  integrity sha512-6nFkfkmSeV/rqSaS4oWHgmpnYw194f6hmWF5is6b0J1naJZoiD0NTc9AiUwPHvWsowkjuHErCZT1wa0jg+BLIA==
+  "integrity" "sha512-6nFkfkmSeV/rqSaS4oWHgmpnYw194f6hmWF5is6b0J1naJZoiD0NTc9AiUwPHvWsowkjuHErCZT1wa0jg+BLIA=="
+  "resolved" "https://registry.npmjs.org/@discoveryjs/json-ext/-/json-ext-0.5.5.tgz"
+  "version" "0.5.5"
 
 "@eslint/eslintrc@^0.4.3":
-  version "0.4.3"
-  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-0.4.3.tgz#9e42981ef035beb3dd49add17acb96e8ff6f394c"
-  integrity sha512-J6KFFz5QCYUJq3pf0mjEcCJVERbzv71PUIDczuh9JkwGEzced6CO5ADLHB1rbf/+oPBtoPfMYNOpGDzCANlbXw==
-  dependencies:
-    ajv "^6.12.4"
-    debug "^4.1.1"
-    espree "^7.3.0"
-    globals "^13.9.0"
-    ignore "^4.0.6"
-    import-fresh "^3.2.1"
-    js-yaml "^3.13.1"
-    minimatch "^3.0.4"
-    strip-json-comments "^3.1.1"
+  "integrity" "sha512-J6KFFz5QCYUJq3pf0mjEcCJVERbzv71PUIDczuh9JkwGEzced6CO5ADLHB1rbf/+oPBtoPfMYNOpGDzCANlbXw=="
+  "resolved" "https://registry.npmjs.org/@eslint/eslintrc/-/eslintrc-0.4.3.tgz"
+  "version" "0.4.3"
+  dependencies:
+    "ajv" "^6.12.4"
+    "debug" "^4.1.1"
+    "espree" "^7.3.0"
+    "globals" "^13.9.0"
+    "ignore" "^4.0.6"
+    "import-fresh" "^3.2.1"
+    "js-yaml" "^3.13.1"
+    "minimatch" "^3.0.4"
+    "strip-json-comments" "^3.1.1"
 
 "@fortawesome/fontawesome-free@^5.12.0":
-  version "5.15.4"
-  resolved "https://registry.yarnpkg.com/@fortawesome/fontawesome-free/-/fontawesome-free-5.15.4.tgz#ecda5712b61ac852c760d8b3c79c96adca5554e5"
-  integrity sha512-eYm8vijH/hpzr/6/1CJ/V/Eb1xQFW2nnUKArb3z+yUWv7HTwj6M7SP957oMjfZjAHU6qpoNc2wQvIxBLWYa/Jg==
+  "integrity" "sha512-eYm8vijH/hpzr/6/1CJ/V/Eb1xQFW2nnUKArb3z+yUWv7HTwj6M7SP957oMjfZjAHU6qpoNc2wQvIxBLWYa/Jg=="
+  "resolved" "https://registry.npmjs.org/@fortawesome/fontawesome-free/-/fontawesome-free-5.15.4.tgz"
+  "version" "5.15.4"
 
 "@gar/promisify@^1.0.1":
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/@gar/promisify/-/promisify-1.1.2.tgz#30aa825f11d438671d585bd44e7fd564535fc210"
-  integrity sha512-82cpyJyKRoQoRi+14ibCeGPu0CwypgtBAdBhq1WfvagpCZNKqwXbKwXllYSMG91DhmG4jt9gN8eP6lGOtozuaw==
+  "integrity" "sha512-82cpyJyKRoQoRi+14ibCeGPu0CwypgtBAdBhq1WfvagpCZNKqwXbKwXllYSMG91DhmG4jt9gN8eP6lGOtozuaw=="
+  "resolved" "https://registry.npmjs.org/@gar/promisify/-/promisify-1.1.2.tgz"
+  "version" "1.1.2"
 
 "@humanwhocodes/config-array@^0.5.0":
-  version "0.5.0"
-  resolved "https://registry.yarnpkg.com/@humanwhocodes/config-array/-/config-array-0.5.0.tgz#1407967d4c6eecd7388f83acf1eaf4d0c6e58ef9"
-  integrity sha512-FagtKFz74XrTl7y6HCzQpwDfXP0yhxe9lHLD1UZxjvZIcbyRz8zTFF/yYNfSfzU414eDwZ1SrO0Qvtyf+wFMQg==
+  "integrity" "sha512-FagtKFz74XrTl7y6HCzQpwDfXP0yhxe9lHLD1UZxjvZIcbyRz8zTFF/yYNfSfzU414eDwZ1SrO0Qvtyf+wFMQg=="
+  "resolved" "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.5.0.tgz"
+  "version" "0.5.0"
   dependencies:
     "@humanwhocodes/object-schema" "^1.2.0"
-    debug "^4.1.1"
-    minimatch "^3.0.4"
+    "debug" "^4.1.1"
+    "minimatch" "^3.0.4"
 
 "@humanwhocodes/object-schema@^1.2.0":
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/@humanwhocodes/object-schema/-/object-schema-1.2.0.tgz#87de7af9c231826fdd68ac7258f77c429e0e5fcf"
-  integrity sha512-wdppn25U8z/2yiaT6YGquE6X8sSv7hNMWSXYSSU1jGv/yd6XqjXgTDJ8KP4NgjTXfJ3GbRjeeb8RTV7a/VpM+w==
+  "integrity" "sha512-wdppn25U8z/2yiaT6YGquE6X8sSv7hNMWSXYSSU1jGv/yd6XqjXgTDJ8KP4NgjTXfJ3GbRjeeb8RTV7a/VpM+w=="
+  "resolved" "https://registry.npmjs.org/@humanwhocodes/object-schema/-/object-schema-1.2.0.tgz"
+  "version" "1.2.0"
 
 "@hypnosphi/create-react-context@^0.3.1":
-  version "0.3.1"
-  resolved "https://registry.yarnpkg.com/@hypnosphi/create-react-context/-/create-react-context-0.3.1.tgz#f8bfebdc7665f5d426cba3753e0e9c7d3154d7c6"
-  integrity sha512-V1klUed202XahrWJLLOT3EXNeCpFHCcJntdFGI15ntCwau+jfT386w7OFTMaCqOgXUH1fa0w/I1oZs+i/Rfr0A==
+  "integrity" "sha512-V1klUed202XahrWJLLOT3EXNeCpFHCcJntdFGI15ntCwau+jfT386w7OFTMaCqOgXUH1fa0w/I1oZs+i/Rfr0A=="
+  "resolved" "https://registry.npmjs.org/@hypnosphi/create-react-context/-/create-react-context-0.3.1.tgz"
+  "version" "0.3.1"
   dependencies:
-    gud "^1.0.0"
-    warning "^4.0.3"
+    "gud" "^1.0.0"
+    "warning" "^4.0.3"
 
 "@jupyter-widgets/base@^1.1.10 || ^2 || ^3 || ^4":
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/@jupyter-widgets/base/-/base-4.0.0.tgz#6935461a3bd78df5523022e1c3d370ae24c9a454"
-  integrity sha512-lBQgLYzq6C+XjfVJTidk+rckKo/+xlTgIm1XUtACA3BUz8bgi2du2zmbYkcrplJMwGub4QWP6GnKgM5ZZRhzYg==
+  "integrity" "sha512-lBQgLYzq6C+XjfVJTidk+rckKo/+xlTgIm1XUtACA3BUz8bgi2du2zmbYkcrplJMwGub4QWP6GnKgM5ZZRhzYg=="
+  "resolved" "https://registry.npmjs.org/@jupyter-widgets/base/-/base-4.0.0.tgz"
+  "version" "4.0.0"
   dependencies:
     "@jupyterlab/services" "^6.0.0"
     "@lumino/coreutils" "^1.2.0"
@@ -140,15 +187,15 @@
     "@lumino/widgets" "^1.3.0"
     "@types/backbone" "^1.4.1"
     "@types/lodash" "^4.14.134"
-    backbone "1.2.3"
-    base64-js "^1.2.1"
-    jquery "^3.1.1"
-    lodash "^4.17.4"
+    "backbone" "1.2.3"
+    "base64-js" "^1.2.1"
+    "jquery" "^3.1.1"
+    "lodash" "^4.17.4"
 
 "@jupyterlab/application@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/application/-/application-3.2.0.tgz#e8b8cdeca108b3b48a5a8c3a8b1ca390d51058a7"
-  integrity sha512-KdM7Z4q2S92oT5+Qiri5jc92uayb499HTNMR3y+MgsVwITlboYM675gXDhE4KXaRY8NneR6JZeCVqPTAP43KWg==
+  "integrity" "sha512-KdM7Z4q2S92oT5+Qiri5jc92uayb499HTNMR3y+MgsVwITlboYM675gXDhE4KXaRY8NneR6JZeCVqPTAP43KWg=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/application/-/application-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@fortawesome/fontawesome-free" "^5.12.0"
     "@jupyterlab/apputils" "^3.2.0"
@@ -172,9 +219,9 @@
     "@lumino/widgets" "^1.19.0"
 
 "@jupyterlab/apputils@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/apputils/-/apputils-3.2.0.tgz#94d45cc44b623578ea7e2d2113d1fd6d390641ae"
-  integrity sha512-4x/B7acuIsrcUzJuIQGcw1Z6aiBowm8+L3ElmD19QNY1Q5Rs4gNzw2hbTNYzub3i37EQrMancs90oEwbAzFpsg==
+  "integrity" "sha512-4x/B7acuIsrcUzJuIQGcw1Z6aiBowm8+L3ElmD19QNY1Q5Rs4gNzw2hbTNYzub3i37EQrMancs90oEwbAzFpsg=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/apputils/-/apputils-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/coreutils" "^5.2.0"
     "@jupyterlab/services" "^6.2.0"
@@ -194,15 +241,15 @@
     "@lumino/virtualdom" "^1.8.0"
     "@lumino/widgets" "^1.19.0"
     "@types/react" "^17.0.0"
-    react "^17.0.1"
-    react-dom "^17.0.1"
-    sanitize-html "~2.3.3"
-    url "^0.11.0"
+    "react" "^17.0.1"
+    "react-dom" "^17.0.1"
+    "sanitize-html" "~2.3.3"
+    "url" "^0.11.0"
 
 "@jupyterlab/builder@^3.1.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/builder/-/builder-3.2.0.tgz#70b85dcc2a73d6b2e5e52ffe9e0a63404852af83"
-  integrity sha512-npnfy443Qf8GBNgdfoS51D4N18LNGcPk3PFjZt++WBesmZ5Afq4RkzoTploNTHI9ppD2Bp0SbSQVg81O42Ew9w==
+  "integrity" "sha512-npnfy443Qf8GBNgdfoS51D4N18LNGcPk3PFjZt++WBesmZ5Afq4RkzoTploNTHI9ppD2Bp0SbSQVg81O42Ew9w=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/builder/-/builder-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/buildutils" "^3.2.0"
     "@lumino/algorithm" "^1.3.3"
@@ -217,57 +264,57 @@
     "@lumino/signaling" "^1.4.3"
     "@lumino/virtualdom" "^1.8.0"
     "@lumino/widgets" "^1.19.0"
-    ajv "^6.12.3"
-    commander "~6.0.0"
-    css-loader "^5.0.1"
-    duplicate-package-checker-webpack-plugin "^3.0.0"
-    file-loader "~6.0.0"
-    fs-extra "^9.0.1"
-    glob "~7.1.6"
-    license-webpack-plugin "^2.3.14"
-    mini-css-extract-plugin "~1.3.2"
-    path-browserify "^1.0.0"
-    process "^0.11.10"
-    raw-loader "~4.0.0"
-    style-loader "~2.0.0"
-    supports-color "^7.2.0"
-    svg-url-loader "~6.0.0"
-    terser-webpack-plugin "^4.1.0"
-    to-string-loader "^1.1.6"
-    url-loader "~4.1.0"
-    webpack "^5.41.1"
-    webpack-cli "^4.1.0"
-    webpack-merge "^5.1.2"
-    worker-loader "^3.0.2"
+    "ajv" "^6.12.3"
+    "commander" "~6.0.0"
+    "css-loader" "^5.0.1"
+    "duplicate-package-checker-webpack-plugin" "^3.0.0"
+    "file-loader" "~6.0.0"
+    "fs-extra" "^9.0.1"
+    "glob" "~7.1.6"
+    "license-webpack-plugin" "^2.3.14"
+    "mini-css-extract-plugin" "~1.3.2"
+    "path-browserify" "^1.0.0"
+    "process" "^0.11.10"
+    "raw-loader" "~4.0.0"
+    "style-loader" "~2.0.0"
+    "supports-color" "^7.2.0"
+    "svg-url-loader" "~6.0.0"
+    "terser-webpack-plugin" "^4.1.0"
+    "to-string-loader" "^1.1.6"
+    "url-loader" "~4.1.0"
+    "webpack" "^5.41.1"
+    "webpack-cli" "^4.1.0"
+    "webpack-merge" "^5.1.2"
+    "worker-loader" "^3.0.2"
 
 "@jupyterlab/buildutils@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/buildutils/-/buildutils-3.2.0.tgz#b5f3f7275f63d6dcbce7ab7cd06cbac63e67b3ae"
-  integrity sha512-Kmb0sduJNnFSLWwLlRhTM62/EtIB2ft2tGnm3dbbCcm+rRlKYw5HMKi3vEvRdv80pCGvSsj/Ezdci51mQhuivw==
+  "integrity" "sha512-Kmb0sduJNnFSLWwLlRhTM62/EtIB2ft2tGnm3dbbCcm+rRlKYw5HMKi3vEvRdv80pCGvSsj/Ezdci51mQhuivw=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/buildutils/-/buildutils-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@lumino/coreutils" "^1.5.3"
     "@yarnpkg/lockfile" "^1.1.0"
-    child_process "~1.0.2"
-    commander "~6.0.0"
-    crypto "~1.0.1"
-    dependency-graph "^0.9.0"
-    fs-extra "^9.0.1"
-    glob "~7.1.6"
-    inquirer "^7.1.0"
-    minimatch "~3.0.4"
-    os "~0.1.1"
-    package-json "^6.5.0"
-    prettier "~2.1.1"
-    process "^0.11.10"
-    semver "^7.3.2"
-    sort-package-json "~1.44.0"
-    typescript "~4.1.3"
-    verdaccio "^5.1.1"
+    "child_process" "~1.0.2"
+    "commander" "~6.0.0"
+    "crypto" "~1.0.1"
+    "dependency-graph" "^0.9.0"
+    "fs-extra" "^9.0.1"
+    "glob" "~7.1.6"
+    "inquirer" "^7.1.0"
+    "minimatch" "~3.0.4"
+    "os" "~0.1.1"
+    "package-json" "^6.5.0"
+    "prettier" "~2.1.1"
+    "process" "^0.11.10"
+    "semver" "^7.3.2"
+    "sort-package-json" "~1.44.0"
+    "typescript" "~4.1.3"
+    "verdaccio" "^5.1.1"
 
 "@jupyterlab/codeeditor@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/codeeditor/-/codeeditor-3.2.0.tgz#25a2f9860f9a573ae1d84909a529559c15575b29"
-  integrity sha512-JCuX7VWzaW7GB/CXb5et+sDZlr6+yhQrMp8TzgSUA0yYAVUTw7hEKYuiH8hCK20Lc0duil0PF+n93BQ7+3DfcQ==
+  "integrity" "sha512-JCuX7VWzaW7GB/CXb5et+sDZlr6+yhQrMp8TzgSUA0yYAVUTw7hEKYuiH8hCK20Lc0duil0PF+n93BQ7+3DfcQ=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/codeeditor/-/codeeditor-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/coreutils" "^5.2.0"
     "@jupyterlab/nbformat" "^3.2.0"
@@ -283,9 +330,9 @@
     "@lumino/widgets" "^1.19.0"
 
 "@jupyterlab/codemirror@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/codemirror/-/codemirror-3.2.0.tgz#dfa068077840f8a75686505c6c5b0b918fce2777"
-  integrity sha512-+7ISd6KN771iCD8/gQAeugNJJSrtk10S46hmi+fz+jDHr7nH7H1ervL0zjbx5eJerilfSbLVFWFczXujLUV0+A==
+  "integrity" "sha512-+7ISd6KN771iCD8/gQAeugNJJSrtk10S46hmi+fz+jDHr7nH7H1ervL0zjbx5eJerilfSbLVFWFczXujLUV0+A=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/codemirror/-/codemirror-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/apputils" "^3.2.0"
     "@jupyterlab/codeeditor" "^3.2.0"
@@ -302,38 +349,38 @@
     "@lumino/polling" "^1.3.3"
     "@lumino/signaling" "^1.4.3"
     "@lumino/widgets" "^1.19.0"
-    codemirror "~5.61.0"
-    react "^17.0.1"
-    y-codemirror "^2.1.1"
+    "codemirror" "~5.61.0"
+    "react" "^17.0.1"
+    "y-codemirror" "^2.1.1"
 
 "@jupyterlab/coreutils@^5.2.0":
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/coreutils/-/coreutils-5.2.0.tgz#f645c4c401118fcff4c0e46b3a7b5b379045d958"
-  integrity sha512-bAL3Gb9bhQWlAP6kF2ElgH5tlFrzPGO9w5hRcLkVYkeOuwR6SlwcMzyv5o9XenaW4u97R3gVJ2LdXLlGz6t3aQ==
+  "integrity" "sha512-bAL3Gb9bhQWlAP6kF2ElgH5tlFrzPGO9w5hRcLkVYkeOuwR6SlwcMzyv5o9XenaW4u97R3gVJ2LdXLlGz6t3aQ=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/coreutils/-/coreutils-5.2.0.tgz"
+  "version" "5.2.0"
   dependencies:
     "@lumino/coreutils" "^1.5.3"
     "@lumino/disposable" "^1.4.3"
     "@lumino/signaling" "^1.4.3"
-    minimist "~1.2.0"
-    moment "^2.24.0"
-    path-browserify "^1.0.0"
-    url-parse "~1.5.1"
+    "minimist" "~1.2.0"
+    "moment" "^2.24.0"
+    "path-browserify" "^1.0.0"
+    "url-parse" "~1.5.1"
 
 "@jupyterlab/docprovider@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/docprovider/-/docprovider-3.2.0.tgz#ab9b0c1c26a1843c13ef51f10ec5ac23ade27c5d"
-  integrity sha512-V3LWk56WZtkFYOD6knP4VDw8Q7b/tyrpyyZA28U/SJvZQkIuHkF+CvKfFvOJJOl1Ge/YdKen674E0HWzXfbTOw==
+  "integrity" "sha512-V3LWk56WZtkFYOD6knP4VDw8Q7b/tyrpyyZA28U/SJvZQkIuHkF+CvKfFvOJJOl1Ge/YdKen674E0HWzXfbTOw=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/docprovider/-/docprovider-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/shared-models" "^3.2.0"
     "@lumino/coreutils" "^1.5.3"
-    lib0 "^0.2.42"
-    y-websocket "^1.3.15"
-    yjs "^13.5.6"
+    "lib0" "^0.2.42"
+    "y-websocket" "^1.3.15"
+    "yjs" "^13.5.6"
 
 "@jupyterlab/docregistry@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/docregistry/-/docregistry-3.2.0.tgz#cec3d60f4863cfd2d15cc3ac1be9bccb6c600d6c"
-  integrity sha512-qGUp5ZMyy5XTThffI19F0JlHqWvjHTPBFiP8j1VdcR9fyuGuhN/dxrwUtOHzIZVVeVMXZNmrHhXYV+ZTA3GIEg==
+  "integrity" "sha512-qGUp5ZMyy5XTThffI19F0JlHqWvjHTPBFiP8j1VdcR9fyuGuhN/dxrwUtOHzIZVVeVMXZNmrHhXYV+ZTA3GIEg=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/docregistry/-/docregistry-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/apputils" "^3.2.0"
     "@jupyterlab/codeeditor" "^3.2.0"
@@ -353,19 +400,19 @@
     "@lumino/messaging" "^1.4.3"
     "@lumino/signaling" "^1.4.3"
     "@lumino/widgets" "^1.19.0"
-    yjs "^13.5.6"
+    "yjs" "^13.5.6"
 
 "@jupyterlab/nbformat@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/nbformat/-/nbformat-3.2.0.tgz#162e3e7013eda4c6fe9d44966bc2203ad7f37d3e"
-  integrity sha512-9AwwCx4tuI550YHFQQeuuOoU2F0uZX15jIkH4IK70sDDdAnG+lijB9mtDpc2cAZuxYiBT/e8Ylgwdy+ZvSxxaw==
+  "integrity" "sha512-9AwwCx4tuI550YHFQQeuuOoU2F0uZX15jIkH4IK70sDDdAnG+lijB9mtDpc2cAZuxYiBT/e8Ylgwdy+ZvSxxaw=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/nbformat/-/nbformat-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@lumino/coreutils" "^1.5.3"
 
 "@jupyterlab/observables@^4.2.0":
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/observables/-/observables-4.2.0.tgz#062b3bedab6ccb9eda42d40851e324c173ceaaa5"
-  integrity sha512-4Tirqme6KguTxV7odl0wFO5jbSZv1J/c9zlwFD6d111B0Xa+btZJWtpfu90jtYMUW0yYgMkHuNbXEFY7yjBu6Q==
+  "integrity" "sha512-4Tirqme6KguTxV7odl0wFO5jbSZv1J/c9zlwFD6d111B0Xa+btZJWtpfu90jtYMUW0yYgMkHuNbXEFY7yjBu6Q=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/observables/-/observables-4.2.0.tgz"
+  "version" "4.2.0"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
     "@lumino/coreutils" "^1.5.3"
@@ -374,18 +421,18 @@
     "@lumino/signaling" "^1.4.3"
 
 "@jupyterlab/rendermime-interfaces@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/rendermime-interfaces/-/rendermime-interfaces-3.2.0.tgz#ef7161b4a743c7ad1b33e53979b264860d150d36"
-  integrity sha512-TFapppF4XqbL7G6LS4jrY1m9iXFNAJR8uS+bR0YcBet4a5n54P4bfD7N9LCiCtCw/aFCEK5Hq15YwepAJCLG3w==
+  "integrity" "sha512-TFapppF4XqbL7G6LS4jrY1m9iXFNAJR8uS+bR0YcBet4a5n54P4bfD7N9LCiCtCw/aFCEK5Hq15YwepAJCLG3w=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/rendermime-interfaces/-/rendermime-interfaces-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/translation" "^3.2.0"
     "@lumino/coreutils" "^1.5.3"
     "@lumino/widgets" "^1.19.0"
 
 "@jupyterlab/rendermime@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/rendermime/-/rendermime-3.2.0.tgz#8fded3ea6496645aed3834e16c4210a01c87558e"
-  integrity sha512-a16hMXaayg7Bv+jOtxatxnjjh2gdYfGpXHcakqWjwEBQWI4sIs1yT48At+fEIErGnqNCV9bZmMceKB1I6cdHRA==
+  "integrity" "sha512-a16hMXaayg7Bv+jOtxatxnjjh2gdYfGpXHcakqWjwEBQWI4sIs1yT48At+fEIErGnqNCV9bZmMceKB1I6cdHRA=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/rendermime/-/rendermime-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/apputils" "^3.2.0"
     "@jupyterlab/codemirror" "^3.2.0"
@@ -400,13 +447,13 @@
     "@lumino/messaging" "^1.4.3"
     "@lumino/signaling" "^1.4.3"
     "@lumino/widgets" "^1.19.0"
-    lodash.escape "^4.0.1"
-    marked "^2.0.0"
+    "lodash.escape" "^4.0.1"
+    "marked" "^2.0.0"
 
 "@jupyterlab/services@^6.0.0", "@jupyterlab/services@^6.2.0":
-  version "6.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/services/-/services-6.2.0.tgz#789d79d1742e58a2a0fb7be5be99a5c841290fe7"
-  integrity sha512-/Pf/qjYzSOsfUIVy1om5OYISodXIdwo7CmgB61ShQMLimmK1cCZjeFPz6pVk+k9bMQf2YzFohPJsxWyp/VmaIg==
+  "integrity" "sha512-/Pf/qjYzSOsfUIVy1om5OYISodXIdwo7CmgB61ShQMLimmK1cCZjeFPz6pVk+k9bMQf2YzFohPJsxWyp/VmaIg=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/services/-/services-6.2.0.tgz"
+  "version" "6.2.0"
   dependencies:
     "@jupyterlab/coreutils" "^5.2.0"
     "@jupyterlab/nbformat" "^3.2.0"
@@ -418,38 +465,38 @@
     "@lumino/disposable" "^1.4.3"
     "@lumino/polling" "^1.3.3"
     "@lumino/signaling" "^1.4.3"
-    node-fetch "^2.6.0"
-    ws "^7.4.6"
+    "node-fetch" "^2.6.0"
+    "ws" "^7.4.6"
 
 "@jupyterlab/settingregistry@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/settingregistry/-/settingregistry-3.2.0.tgz#318aa082a8c6567c14b6b7a8e82f304e561876e3"
-  integrity sha512-2EO7guw4K2uWOj/mNk9u/meGaSSoplMqgwZgSqqHdwYCbacmhDKOXIzPimwrLwpj8HsNiwb51GXAuntFIPzcoQ==
+  "integrity" "sha512-2EO7guw4K2uWOj/mNk9u/meGaSSoplMqgwZgSqqHdwYCbacmhDKOXIzPimwrLwpj8HsNiwb51GXAuntFIPzcoQ=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/settingregistry/-/settingregistry-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/statedb" "^3.2.0"
     "@lumino/commands" "^1.12.0"
     "@lumino/coreutils" "^1.5.3"
     "@lumino/disposable" "^1.4.3"
     "@lumino/signaling" "^1.4.3"
-    ajv "^6.12.3"
-    json5 "^2.1.1"
+    "ajv" "^6.12.3"
+    "json5" "^2.1.1"
 
 "@jupyterlab/shared-models@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/shared-models/-/shared-models-3.2.0.tgz#65a86a417203c32b70dce817388bcfb6185e9d57"
-  integrity sha512-yhAA8FTjJnTHK5VR5Gvzg/MZiJBgOcXjHuRSelaTkxmw5Mohfz6mEMfYNd4GlkRJUZhF+htZY+g7gMutO6xY+w==
+  "integrity" "sha512-yhAA8FTjJnTHK5VR5Gvzg/MZiJBgOcXjHuRSelaTkxmw5Mohfz6mEMfYNd4GlkRJUZhF+htZY+g7gMutO6xY+w=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/shared-models/-/shared-models-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/nbformat" "^3.2.0"
     "@lumino/coreutils" "^1.5.3"
     "@lumino/disposable" "^1.4.3"
     "@lumino/signaling" "^1.4.3"
-    y-protocols "^1.0.5"
-    yjs "^13.5.6"
+    "y-protocols" "^1.0.5"
+    "yjs" "^13.5.6"
 
 "@jupyterlab/statedb@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/statedb/-/statedb-3.2.0.tgz#a243850bd20085979ec2e1111959d97106d0ba79"
-  integrity sha512-fVyOcW2O9ERUyA0G9nLIW1+GSS7NKP6G/i5lOdJ24GwxcPnhQMXACCkD+41P5L/ILok2adHwPKbKt3V+VheY+w==
+  "integrity" "sha512-fVyOcW2O9ERUyA0G9nLIW1+GSS7NKP6G/i5lOdJ24GwxcPnhQMXACCkD+41P5L/ILok2adHwPKbKt3V+VheY+w=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/statedb/-/statedb-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@lumino/commands" "^1.12.0"
     "@lumino/coreutils" "^1.5.3"
@@ -458,9 +505,9 @@
     "@lumino/signaling" "^1.4.3"
 
 "@jupyterlab/statusbar@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/statusbar/-/statusbar-3.2.0.tgz#b2ab08fcccd01e8a762fb11ba06f40ef163a6f4c"
-  integrity sha512-XqJJQkBelrp+1NkVRB26r1VKak22JZfrzfNWVVxEwez73GDsujS6AtzczMHL5jy5dkdCue4OXuzhjsTr7hIorA==
+  "integrity" "sha512-XqJJQkBelrp+1NkVRB26r1VKak22JZfrzfNWVVxEwez73GDsujS6AtzczMHL5jy5dkdCue4OXuzhjsTr7hIorA=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/statusbar/-/statusbar-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/apputils" "^3.2.0"
     "@jupyterlab/codeeditor" "^3.2.0"
@@ -473,14 +520,14 @@
     "@lumino/messaging" "^1.4.3"
     "@lumino/signaling" "^1.4.3"
     "@lumino/widgets" "^1.19.0"
-    csstype "~3.0.3"
-    react "^17.0.1"
-    typestyle "^2.0.4"
+    "csstype" "~3.0.3"
+    "react" "^17.0.1"
+    "typestyle" "^2.0.4"
 
 "@jupyterlab/translation@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/translation/-/translation-3.2.0.tgz#063221ca7f6772eae407148fa01a421273171c18"
-  integrity sha512-ZdWKA3QsJlvWVzKdEqbSkXwJzAkHZGv2pZobLksWNDDdcIcZ3PZg/vpPZ40pZdNE5b3Xz14/cDw2bfOCILoSzg==
+  "integrity" "sha512-ZdWKA3QsJlvWVzKdEqbSkXwJzAkHZGv2pZobLksWNDDdcIcZ3PZg/vpPZ40pZdNE5b3Xz14/cDw2bfOCILoSzg=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/translation/-/translation-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@jupyterlab/coreutils" "^5.2.0"
     "@jupyterlab/services" "^6.2.0"
@@ -488,9 +535,9 @@
     "@lumino/coreutils" "^1.5.3"
 
 "@jupyterlab/ui-components@^3.2.0":
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/@jupyterlab/ui-components/-/ui-components-3.2.0.tgz#3fd50ca99c5e01e32c81ae924e4a0b1c21605b33"
-  integrity sha512-8SiL2eatUgYSTM+gaa3/zaKULXqsDi9QJ2l5eii26XHed2nQt3Gkj3w32pTPYGIT/nfpPjj6dD8OE18+H2j9fA==
+  "integrity" "sha512-8SiL2eatUgYSTM+gaa3/zaKULXqsDi9QJ2l5eii26XHed2nQt3Gkj3w32pTPYGIT/nfpPjj6dD8OE18+H2j9fA=="
+  "resolved" "https://registry.npmjs.org/@jupyterlab/ui-components/-/ui-components-3.2.0.tgz"
+  "version" "3.2.0"
   dependencies:
     "@blueprintjs/core" "^3.36.0"
     "@blueprintjs/select" "^3.15.0"
@@ -502,47 +549,47 @@
     "@lumino/signaling" "^1.4.3"
     "@lumino/virtualdom" "^1.8.0"
     "@lumino/widgets" "^1.19.0"
-    react "^17.0.1"
-    react-dom "^17.0.1"
-    typestyle "^2.0.4"
+    "react" "^17.0.1"
+    "react-dom" "^17.0.1"
+    "typestyle" "^2.0.4"
 
 "@lumino/algorithm@^1.3.3":
-  version "1.3.3"
-  resolved "https://registry.npmjs.org/@lumino/algorithm/-/algorithm-1.3.3.tgz"
-  integrity sha512-I2BkssbOSLq3rDjgAC3fzf/zAIwkRUnAh60MO0lYcaFdSGyI15w4K3gwZHGIO0p9cKEiNHLXKEODGmOjMLOQ3g==
+  "integrity" "sha512-I2BkssbOSLq3rDjgAC3fzf/zAIwkRUnAh60MO0lYcaFdSGyI15w4K3gwZHGIO0p9cKEiNHLXKEODGmOjMLOQ3g=="
+  "resolved" "https://registry.npmjs.org/@lumino/algorithm/-/algorithm-1.3.3.tgz"
+  "version" "1.3.3"
 
 "@lumino/algorithm@^1.8.0":
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/@lumino/algorithm/-/algorithm-1.8.0.tgz#aa64a201bf6cec3a16739933bc85ce6ad422ac16"
-  integrity sha512-6eJ+8Y6UpAbKyCYLNURSK9nJr/oKYvdmlSjOsNu64nEPw/aESr4qc8BPNAonwl4QbMnF2X8tcVMyLbDrUQSrZA==
+  "integrity" "sha512-6eJ+8Y6UpAbKyCYLNURSK9nJr/oKYvdmlSjOsNu64nEPw/aESr4qc8BPNAonwl4QbMnF2X8tcVMyLbDrUQSrZA=="
+  "resolved" "https://registry.npmjs.org/@lumino/algorithm/-/algorithm-1.8.0.tgz"
+  "version" "1.8.0"
 
 "@lumino/application@^1.16.0":
-  version "1.25.0"
-  resolved "https://registry.yarnpkg.com/@lumino/application/-/application-1.25.0.tgz#fef186290a4b885122fd346759c7685209bc2fdd"
-  integrity sha512-iHSkfvGt94d3qZnwejOFMVWRR35h16peBMP0GGRvTTAJZxrcqVB61dpop97gYZSiJDGp5uenGWVZD7vWKsSeng==
+  "integrity" "sha512-iHSkfvGt94d3qZnwejOFMVWRR35h16peBMP0GGRvTTAJZxrcqVB61dpop97gYZSiJDGp5uenGWVZD7vWKsSeng=="
+  "resolved" "https://registry.npmjs.org/@lumino/application/-/application-1.25.0.tgz"
+  "version" "1.25.0"
   dependencies:
     "@lumino/commands" "^1.17.0"
     "@lumino/coreutils" "^1.10.0"
     "@lumino/widgets" "^1.28.0"
 
 "@lumino/collections@^1.3.3":
-  version "1.3.3"
-  resolved "https://registry.npmjs.org/@lumino/collections/-/collections-1.3.3.tgz"
-  integrity sha512-vN3GSV5INkgM6tMLd+WqTgaPnQNTY7L/aFUtTOC8TJQm+vg1eSmR4fNXsoGHM3uA85ctSJThvdZr5triu1Iajg==
+  "integrity" "sha512-vN3GSV5INkgM6tMLd+WqTgaPnQNTY7L/aFUtTOC8TJQm+vg1eSmR4fNXsoGHM3uA85ctSJThvdZr5triu1Iajg=="
+  "resolved" "https://registry.npmjs.org/@lumino/collections/-/collections-1.3.3.tgz"
+  "version" "1.3.3"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
 
 "@lumino/collections@^1.8.0":
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/@lumino/collections/-/collections-1.8.0.tgz#059ffacf27b8a5779e53fb061b029bfc791f8a7e"
-  integrity sha512-pSK/wkbp0Jo0gnyk61xLBySn0ppwXSyEIBFfSKIKnGJWdJq5RAG4f38NawowhSAfARcrMGpDMOySifIM+03y4Q==
+  "integrity" "sha512-pSK/wkbp0Jo0gnyk61xLBySn0ppwXSyEIBFfSKIKnGJWdJq5RAG4f38NawowhSAfARcrMGpDMOySifIM+03y4Q=="
+  "resolved" "https://registry.npmjs.org/@lumino/collections/-/collections-1.8.0.tgz"
+  "version" "1.8.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
 
 "@lumino/commands@^1.12.0":
-  version "1.12.0"
-  resolved "https://registry.npmjs.org/@lumino/commands/-/commands-1.12.0.tgz"
-  integrity sha512-5TFlhDzZk1X8rCBjhh0HH3j6CcJ03mx2Pd/1rGa7MB5R+3+yYYk+gTlfHRqsxdehNRmiISaHRSrMnW8bynW7ZQ==
+  "integrity" "sha512-5TFlhDzZk1X8rCBjhh0HH3j6CcJ03mx2Pd/1rGa7MB5R+3+yYYk+gTlfHRqsxdehNRmiISaHRSrMnW8bynW7ZQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/commands/-/commands-1.12.0.tgz"
+  "version" "1.12.0"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
     "@lumino/coreutils" "^1.5.3"
@@ -553,9 +600,9 @@
     "@lumino/virtualdom" "^1.8.0"
 
 "@lumino/commands@^1.17.0":
-  version "1.17.0"
-  resolved "https://registry.yarnpkg.com/@lumino/commands/-/commands-1.17.0.tgz#53883bde1ffd6d0fcd2265f6b2cf4ee6b0c9d25e"
-  integrity sha512-vRT0QAtkvRP3E3wAAirAveyHZKMusOAp3cUZwGzJpNkS586SGoCrn1I3AZtFnuOquDrJoM3vyYePYnfeCsc/sw==
+  "integrity" "sha512-vRT0QAtkvRP3E3wAAirAveyHZKMusOAp3cUZwGzJpNkS586SGoCrn1I3AZtFnuOquDrJoM3vyYePYnfeCsc/sw=="
+  "resolved" "https://registry.npmjs.org/@lumino/commands/-/commands-1.17.0.tgz"
+  "version" "1.17.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
     "@lumino/coreutils" "^1.10.0"
@@ -566,134 +613,134 @@
     "@lumino/virtualdom" "^1.13.0"
 
 "@lumino/coreutils@^1.10.0":
-  version "1.10.0"
-  resolved "https://registry.yarnpkg.com/@lumino/coreutils/-/coreutils-1.10.0.tgz#ba200dd7a19728302cd5b7bb363844121d2710d2"
-  integrity sha512-YtM277oRy+aDe5CPiYH7jWut7ZyfThCKdWgdY9B+cZ4rQl25SRzKiVPZvaz3rmLRGxiNxgawxoFm/1xD4O1LFQ==
+  "integrity" "sha512-YtM277oRy+aDe5CPiYH7jWut7ZyfThCKdWgdY9B+cZ4rQl25SRzKiVPZvaz3rmLRGxiNxgawxoFm/1xD4O1LFQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/coreutils/-/coreutils-1.10.0.tgz"
+  "version" "1.10.0"
 
 "@lumino/coreutils@^1.2.0", "@lumino/coreutils@^1.5.3":
-  version "1.5.3"
-  resolved "https://registry.npmjs.org/@lumino/coreutils/-/coreutils-1.5.3.tgz"
-  integrity sha512-G72jJ6sgOwAUuilz+cri7LpHIJxllK+qz+YZUC3fyyWHK7oRlZemcc43jZAVE+tagTdMxKYSQWNIVzM5lI8sWw==
+  "integrity" "sha512-G72jJ6sgOwAUuilz+cri7LpHIJxllK+qz+YZUC3fyyWHK7oRlZemcc43jZAVE+tagTdMxKYSQWNIVzM5lI8sWw=="
+  "resolved" "https://registry.npmjs.org/@lumino/coreutils/-/coreutils-1.5.3.tgz"
+  "version" "1.5.3"
 
 "@lumino/disposable@^1.4.3":
-  version "1.4.3"
-  resolved "https://registry.npmjs.org/@lumino/disposable/-/disposable-1.4.3.tgz"
-  integrity sha512-zKQ9N2AEGcYpG6PJkeMWQXvoXU9w1ocji78z+fboM/SmSgtOIVGeQt3fZeldymf0XrlOPpNXs1ZFg54yWUMnXA==
+  "integrity" "sha512-zKQ9N2AEGcYpG6PJkeMWQXvoXU9w1ocji78z+fboM/SmSgtOIVGeQt3fZeldymf0XrlOPpNXs1ZFg54yWUMnXA=="
+  "resolved" "https://registry.npmjs.org/@lumino/disposable/-/disposable-1.4.3.tgz"
+  "version" "1.4.3"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
     "@lumino/signaling" "^1.4.3"
 
 "@lumino/disposable@^1.9.0":
-  version "1.9.0"
-  resolved "https://registry.yarnpkg.com/@lumino/disposable/-/disposable-1.9.0.tgz#33671ba22112a2d0c1bd744760b7e268a5174d08"
-  integrity sha512-/e3l9mb+AuZC/i7qwHKGwGttUnKHn2AJ1IfsMk7/1MUA/cvK1Wi18xrphF0QEGB21IIoKqVHGke0rd8oQ1BjLQ==
+  "integrity" "sha512-/e3l9mb+AuZC/i7qwHKGwGttUnKHn2AJ1IfsMk7/1MUA/cvK1Wi18xrphF0QEGB21IIoKqVHGke0rd8oQ1BjLQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/disposable/-/disposable-1.9.0.tgz"
+  "version" "1.9.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
     "@lumino/signaling" "^1.9.0"
 
 "@lumino/domutils@^1.2.3":
-  version "1.2.3"
-  resolved "https://registry.npmjs.org/@lumino/domutils/-/domutils-1.2.3.tgz"
-  integrity sha512-SEi8WZSy+DWMkL5CfAY78MHbi3x83AVmRFxjs9+A6qsFPde+Hr1I4DNtLsSDmfAWsobHHgBnjyNp2ZkQEq0IEA==
+  "integrity" "sha512-SEi8WZSy+DWMkL5CfAY78MHbi3x83AVmRFxjs9+A6qsFPde+Hr1I4DNtLsSDmfAWsobHHgBnjyNp2ZkQEq0IEA=="
+  "resolved" "https://registry.npmjs.org/@lumino/domutils/-/domutils-1.2.3.tgz"
+  "version" "1.2.3"
 
 "@lumino/domutils@^1.7.0":
-  version "1.7.0"
-  resolved "https://registry.yarnpkg.com/@lumino/domutils/-/domutils-1.7.0.tgz#0b92fe881a0dd222e158d672865d91ca1b282b07"
-  integrity sha512-YqLDjy70WigIJDlHmnJOXGRkCTwcTonbBMrVdNwabjZjqtFv1rli4NiInfK3Wm0kueXgn954Dp+bgv/fZ7cOYw==
+  "integrity" "sha512-YqLDjy70WigIJDlHmnJOXGRkCTwcTonbBMrVdNwabjZjqtFv1rli4NiInfK3Wm0kueXgn954Dp+bgv/fZ7cOYw=="
+  "resolved" "https://registry.npmjs.org/@lumino/domutils/-/domutils-1.7.0.tgz"
+  "version" "1.7.0"
 
 "@lumino/dragdrop@^1.12.0":
-  version "1.12.0"
-  resolved "https://registry.yarnpkg.com/@lumino/dragdrop/-/dragdrop-1.12.0.tgz#28338c3e9016a23a7015f6a7d563710f49a77a9f"
-  integrity sha512-LGpHxj9cFr+SIMGZOj8FQojaGSfyI/uvvieuz4TofieaT2Ts5QhmjB2QrIMOYrkZBxBA/htrsB1Jc/yvBY9rjQ==
+  "integrity" "sha512-LGpHxj9cFr+SIMGZOj8FQojaGSfyI/uvvieuz4TofieaT2Ts5QhmjB2QrIMOYrkZBxBA/htrsB1Jc/yvBY9rjQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/dragdrop/-/dragdrop-1.12.0.tgz"
+  "version" "1.12.0"
   dependencies:
     "@lumino/coreutils" "^1.10.0"
     "@lumino/disposable" "^1.9.0"
 
 "@lumino/dragdrop@^1.7.1":
-  version "1.7.1"
-  resolved "https://registry.npmjs.org/@lumino/dragdrop/-/dragdrop-1.7.1.tgz"
-  integrity sha512-IeSSOTmpqBSWz+EVsbGVeHe/KIaHaUsQXZ4BJCEbCKgNGHbqMfUOtlneiKq7rEhZGF4wYs7gWWjNhMVZbUGO9Q==
+  "integrity" "sha512-IeSSOTmpqBSWz+EVsbGVeHe/KIaHaUsQXZ4BJCEbCKgNGHbqMfUOtlneiKq7rEhZGF4wYs7gWWjNhMVZbUGO9Q=="
+  "resolved" "https://registry.npmjs.org/@lumino/dragdrop/-/dragdrop-1.7.1.tgz"
+  "version" "1.7.1"
   dependencies:
     "@lumino/coreutils" "^1.5.3"
     "@lumino/disposable" "^1.4.3"
 
 "@lumino/keyboard@^1.2.3":
-  version "1.2.3"
-  resolved "https://registry.npmjs.org/@lumino/keyboard/-/keyboard-1.2.3.tgz"
-  integrity sha512-ibS0sz0VABeuJXx2JVSz36sUBMUOcQNCNPybVhwzN/GkJFs0dnDKluMu+3Px0tkB2y33bGPZU/RLZY1Xj/faEA==
+  "integrity" "sha512-ibS0sz0VABeuJXx2JVSz36sUBMUOcQNCNPybVhwzN/GkJFs0dnDKluMu+3Px0tkB2y33bGPZU/RLZY1Xj/faEA=="
+  "resolved" "https://registry.npmjs.org/@lumino/keyboard/-/keyboard-1.2.3.tgz"
+  "version" "1.2.3"
 
 "@lumino/keyboard@^1.7.0":
-  version "1.7.0"
-  resolved "https://registry.yarnpkg.com/@lumino/keyboard/-/keyboard-1.7.0.tgz#933b810cb58fae78df935a896424f33fba6c959c"
-  integrity sha512-4AhOcBuRbx+7CBeUmg49u9JT+7N3xhSuwLhiYH75Fwibp7nqAq7fdx6QC7F8t/8EkcpuFnZo1m59dAu+bBmQQQ==
+  "integrity" "sha512-4AhOcBuRbx+7CBeUmg49u9JT+7N3xhSuwLhiYH75Fwibp7nqAq7fdx6QC7F8t/8EkcpuFnZo1m59dAu+bBmQQQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/keyboard/-/keyboard-1.7.0.tgz"
+  "version" "1.7.0"
 
 "@lumino/messaging@^1.2.1", "@lumino/messaging@^1.4.3":
-  version "1.4.3"
-  resolved "https://registry.npmjs.org/@lumino/messaging/-/messaging-1.4.3.tgz"
-  integrity sha512-wa2Pj2KOuLNLS2n0wVBzUVFGbvjL1FLbuCOAUEYfN6xXVleqqtGGzd08uTF7ebu01KCO3VQ38+dkvoaM/C2qPw==
+  "integrity" "sha512-wa2Pj2KOuLNLS2n0wVBzUVFGbvjL1FLbuCOAUEYfN6xXVleqqtGGzd08uTF7ebu01KCO3VQ38+dkvoaM/C2qPw=="
+  "resolved" "https://registry.npmjs.org/@lumino/messaging/-/messaging-1.4.3.tgz"
+  "version" "1.4.3"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
     "@lumino/collections" "^1.3.3"
 
 "@lumino/messaging@^1.9.0":
-  version "1.9.0"
-  resolved "https://registry.yarnpkg.com/@lumino/messaging/-/messaging-1.9.0.tgz#50362c13a9ceb302b2da36f94528f0a2c9157516"
-  integrity sha512-SwSWcLvo1G8FM7kUVP1SnFvQqfNf7OiNHFTofcNk5rFyg1tb+yVPkm6JNmDauyG4H9ZOt/Ai82q4nf+nmdWaeA==
+  "integrity" "sha512-SwSWcLvo1G8FM7kUVP1SnFvQqfNf7OiNHFTofcNk5rFyg1tb+yVPkm6JNmDauyG4H9ZOt/Ai82q4nf+nmdWaeA=="
+  "resolved" "https://registry.npmjs.org/@lumino/messaging/-/messaging-1.9.0.tgz"
+  "version" "1.9.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
     "@lumino/collections" "^1.8.0"
 
 "@lumino/polling@^1.3.3":
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/@lumino/polling/-/polling-1.8.0.tgz#9bbf2647363d9d49db3e73a104a373b9ab3b1df1"
-  integrity sha512-04XpbPuyMWG/E7xsIDAwmhLKbmES3dLYHz4VTeFNLP2kxXSNrUEkH9E0WUnRfLCShAG+8/FIdTOeX/0Hng+hPQ==
+  "integrity" "sha512-04XpbPuyMWG/E7xsIDAwmhLKbmES3dLYHz4VTeFNLP2kxXSNrUEkH9E0WUnRfLCShAG+8/FIdTOeX/0Hng+hPQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/polling/-/polling-1.8.0.tgz"
+  "version" "1.8.0"
   dependencies:
     "@lumino/coreutils" "^1.10.0"
     "@lumino/disposable" "^1.9.0"
     "@lumino/signaling" "^1.9.0"
 
 "@lumino/properties@^1.2.3":
-  version "1.2.3"
-  resolved "https://registry.npmjs.org/@lumino/properties/-/properties-1.2.3.tgz"
-  integrity sha512-dbS9V/L+RpQoRjxHMAGh1JYoXaLA6F7xkVbg/vmYXqdXZ7DguO5C3Qteu9tNp7Z7Q31TqFWUCrniTI9UJiJCoQ==
+  "integrity" "sha512-dbS9V/L+RpQoRjxHMAGh1JYoXaLA6F7xkVbg/vmYXqdXZ7DguO5C3Qteu9tNp7Z7Q31TqFWUCrniTI9UJiJCoQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/properties/-/properties-1.2.3.tgz"
+  "version" "1.2.3"
 
 "@lumino/properties@^1.7.0":
-  version "1.7.0"
-  resolved "https://registry.yarnpkg.com/@lumino/properties/-/properties-1.7.0.tgz#d172d14dee128f586599d240c473d58a07a35821"
-  integrity sha512-H9kZggQMHRZmoZcnMegWIVwCRHBhq6uBlRZr2RmBlBS2lrGMkwdDlwPWPhUN10kkpVi6Wq5HFdrVwxW8eq0s1g==
+  "integrity" "sha512-H9kZggQMHRZmoZcnMegWIVwCRHBhq6uBlRZr2RmBlBS2lrGMkwdDlwPWPhUN10kkpVi6Wq5HFdrVwxW8eq0s1g=="
+  "resolved" "https://registry.npmjs.org/@lumino/properties/-/properties-1.7.0.tgz"
+  "version" "1.7.0"
 
 "@lumino/signaling@^1.4.3":
-  version "1.4.3"
-  resolved "https://registry.npmjs.org/@lumino/signaling/-/signaling-1.4.3.tgz"
-  integrity sha512-6clc8SMcH0tyKXIX31xw6sxjxJl5hj4YRd1DTHTS62cegQ0FkO8JjJeuv+Nc1pgTg6nEAf65aSOHpUdsFHDAvQ==
+  "integrity" "sha512-6clc8SMcH0tyKXIX31xw6sxjxJl5hj4YRd1DTHTS62cegQ0FkO8JjJeuv+Nc1pgTg6nEAf65aSOHpUdsFHDAvQ=="
+  "resolved" "https://registry.npmjs.org/@lumino/signaling/-/signaling-1.4.3.tgz"
+  "version" "1.4.3"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
 
 "@lumino/signaling@^1.9.0":
-  version "1.9.0"
-  resolved "https://registry.yarnpkg.com/@lumino/signaling/-/signaling-1.9.0.tgz#47a773a280b5f3d5ffbc0b981ab519901fc81e59"
-  integrity sha512-nxvBFF7WrpsPUe3zK2VIEYrzCA6IDf9wICuL1vo1lsVAlmlEwER2hF/HXwvaCfd6lThE1y9w5I3JWahLx4XLaw==
+  "integrity" "sha512-nxvBFF7WrpsPUe3zK2VIEYrzCA6IDf9wICuL1vo1lsVAlmlEwER2hF/HXwvaCfd6lThE1y9w5I3JWahLx4XLaw=="
+  "resolved" "https://registry.npmjs.org/@lumino/signaling/-/signaling-1.9.0.tgz"
+  "version" "1.9.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
 
 "@lumino/virtualdom@^1.13.0":
-  version "1.13.0"
-  resolved "https://registry.yarnpkg.com/@lumino/virtualdom/-/virtualdom-1.13.0.tgz#ae5358f0c186f44d349bc61fc5320bb7fe046b9e"
-  integrity sha512-TDolOVWQPCGiP8iOwUefTIqmDp8ycD7MiYo1g4Q8KUk8+Ce8SBEBILonZytVRTP9ZWazFNTf48jCdlGgKx68gg==
+  "integrity" "sha512-TDolOVWQPCGiP8iOwUefTIqmDp8ycD7MiYo1g4Q8KUk8+Ce8SBEBILonZytVRTP9ZWazFNTf48jCdlGgKx68gg=="
+  "resolved" "https://registry.npmjs.org/@lumino/virtualdom/-/virtualdom-1.13.0.tgz"
+  "version" "1.13.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
 
 "@lumino/virtualdom@^1.8.0":
-  version "1.8.0"
-  resolved "https://registry.npmjs.org/@lumino/virtualdom/-/virtualdom-1.8.0.tgz"
-  integrity sha512-X/1b8b7TxB9tb4+xQiS8oArcA/AK7NBZrsg2dzu/gHa3JC45R8nzQ+0tObD8Nd0gF/e9w9Ps9M62rLfefcbbKw==
+  "integrity" "sha512-X/1b8b7TxB9tb4+xQiS8oArcA/AK7NBZrsg2dzu/gHa3JC45R8nzQ+0tObD8Nd0gF/e9w9Ps9M62rLfefcbbKw=="
+  "resolved" "https://registry.npmjs.org/@lumino/virtualdom/-/virtualdom-1.8.0.tgz"
+  "version" "1.8.0"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
 
 "@lumino/widgets@^1.19.0", "@lumino/widgets@^1.28.0":
-  version "1.28.0"
-  resolved "https://registry.yarnpkg.com/@lumino/widgets/-/widgets-1.28.0.tgz#4ee9231f6ea4abb0d070f7fbf1653f82811f86e5"
-  integrity sha512-wcpmXA47qz6YBqHYc3Zbj7fcCZBWX5Wka684pPkNGvpTQY5HbtXceVsGgm/SzL1GzRedVL5EfsnSPcqYfdMV2w==
+  "integrity" "sha512-wcpmXA47qz6YBqHYc3Zbj7fcCZBWX5Wka684pPkNGvpTQY5HbtXceVsGgm/SzL1GzRedVL5EfsnSPcqYfdMV2w=="
+  "resolved" "https://registry.npmjs.org/@lumino/widgets/-/widgets-1.28.0.tgz"
+  "version" "1.28.0"
   dependencies:
     "@lumino/algorithm" "^1.8.0"
     "@lumino/commands" "^1.17.0"
@@ -708,9 +755,9 @@
     "@lumino/virtualdom" "^1.13.0"
 
 "@lumino/widgets@^1.3.0":
-  version "1.19.0"
-  resolved "https://registry.npmjs.org/@lumino/widgets/-/widgets-1.19.0.tgz"
-  integrity sha512-LR1mwbbTS0K58K3SzC7TtapjSDBwL75Udrif9vBygyIpYNTT9VfRFvl+PT2+KSwhefClNI4n5pZ2s+RO908rsg==
+  "integrity" "sha512-LR1mwbbTS0K58K3SzC7TtapjSDBwL75Udrif9vBygyIpYNTT9VfRFvl+PT2+KSwhefClNI4n5pZ2s+RO908rsg=="
+  "resolved" "https://registry.npmjs.org/@lumino/widgets/-/widgets-1.19.0.tgz"
+  "version" "1.19.0"
   dependencies:
     "@lumino/algorithm" "^1.3.3"
     "@lumino/commands" "^1.12.0"
@@ -725,337 +772,344 @@
     "@lumino/virtualdom" "^1.8.0"
 
 "@nodelib/fs.scandir@2.1.5":
-  version "2.1.5"
-  resolved "https://registry.yarnpkg.com/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz#7619c2eb21b25483f6d167548b4cfd5a7488c3d5"
-  integrity sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g==
+  "integrity" "sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g=="
+  "resolved" "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz"
+  "version" "2.1.5"
   dependencies:
     "@nodelib/fs.stat" "2.0.5"
-    run-parallel "^1.1.9"
+    "run-parallel" "^1.1.9"
 
-"@nodelib/fs.stat@2.0.5", "@nodelib/fs.stat@^2.0.2":
-  version "2.0.5"
-  resolved "https://registry.yarnpkg.com/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz#5bd262af94e9d25bd1e71b05deed44876a222e8b"
-  integrity sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A==
+"@nodelib/fs.stat@^2.0.2", "@nodelib/fs.stat@2.0.5":
+  "integrity" "sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A=="
+  "resolved" "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz"
+  "version" "2.0.5"
 
 "@nodelib/fs.walk@^1.2.3":
-  version "1.2.8"
-  resolved "https://registry.yarnpkg.com/@nodelib/fs.walk/-/fs.walk-1.2.8.tgz#e95737e8bb6746ddedf69c556953494f196fe69a"
-  integrity sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg==
+  "integrity" "sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg=="
+  "resolved" "https://registry.npmjs.org/@nodelib/fs.walk/-/fs.walk-1.2.8.tgz"
+  "version" "1.2.8"
   dependencies:
     "@nodelib/fs.scandir" "2.1.5"
-    fastq "^1.6.0"
+    "fastq" "^1.6.0"
 
 "@npmcli/fs@^1.0.0":
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/@npmcli/fs/-/fs-1.0.0.tgz#589612cfad3a6ea0feafcb901d29c63fd52db09f"
-  integrity sha512-8ltnOpRR/oJbOp8vaGUnipOi3bqkcW+sLHFlyXIr08OGHmVJLB1Hn7QtGXbYcpVtH1gAYZTlmDXtE4YV0+AMMQ==
+  "integrity" "sha512-8ltnOpRR/oJbOp8vaGUnipOi3bqkcW+sLHFlyXIr08OGHmVJLB1Hn7QtGXbYcpVtH1gAYZTlmDXtE4YV0+AMMQ=="
+  "resolved" "https://registry.npmjs.org/@npmcli/fs/-/fs-1.0.0.tgz"
+  "version" "1.0.0"
   dependencies:
     "@gar/promisify" "^1.0.1"
-    semver "^7.3.5"
+    "semver" "^7.3.5"
 
 "@npmcli/move-file@^1.0.1":
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/@npmcli/move-file/-/move-file-1.1.2.tgz#1a82c3e372f7cae9253eb66d72543d6b8685c674"
-  integrity sha512-1SUf/Cg2GzGDyaf15aR9St9TWlb+XvbZXWpDx8YKs7MLzMH/BCeopv+y9vzrzgkfykCGuWOlSu3mZhj2+FQcrg==
+  "integrity" "sha512-1SUf/Cg2GzGDyaf15aR9St9TWlb+XvbZXWpDx8YKs7MLzMH/BCeopv+y9vzrzgkfykCGuWOlSu3mZhj2+FQcrg=="
+  "resolved" "https://registry.npmjs.org/@npmcli/move-file/-/move-file-1.1.2.tgz"
+  "version" "1.1.2"
   dependencies:
-    mkdirp "^1.0.4"
-    rimraf "^3.0.2"
+    "mkdirp" "^1.0.4"
+    "rimraf" "^3.0.2"
 
 "@sindresorhus/is@^0.14.0":
-  version "0.14.0"
-  resolved "https://registry.yarnpkg.com/@sindresorhus/is/-/is-0.14.0.tgz#9fb3a3cf3132328151f353de4632e01e52102bea"
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     "@typescript-eslint/types" "4.33.0"
     "@typescript-eslint/visitor-keys" "4.33.0"
 
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-  version "4.33.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-4.33.0.tgz#a1e59036a3b53ae8430ceebf2a919dc7f9af6d72"
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+  "resolved" "https://registry.npmjs.org/@typescript-eslint/types/-/types-4.33.0.tgz"
+  "version" "4.33.0"
 
 "@typescript-eslint/typescript-estree@4.33.0":
-  version "4.33.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-4.33.0.tgz#0dfb51c2908f68c5c08d82aefeaf166a17c24609"
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+  "resolved" "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-4.33.0.tgz"
+  "version" "4.33.0"
   dependencies:
     "@typescript-eslint/types" "4.33.0"
     "@typescript-eslint/visitor-keys" "4.33.0"
-    debug "^4.3.1"
-    globby "^11.0.3"
-    is-glob "^4.0.1"
-    semver "^7.3.5"
-    tsutils "^3.21.0"
+    "debug" "^4.3.1"
+    "globby" "^11.0.3"
+    "is-glob" "^4.0.1"
+    "semver" "^7.3.5"
+    "tsutils" "^3.21.0"
 
 "@typescript-eslint/visitor-keys@4.33.0":
-  version "4.33.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-4.33.0.tgz#2a22f77a41604289b7a186586e9ec48ca92ef1dd"
-  integrity sha512-uqi/2aSz9g2ftcHWf8uLPJA70rUv6yuMW5Bohw+bwcuzaxQIHaKFZCKGoGXIrc9vkTJ3+0txM73K0Hq3d5wgIg==
+  "integrity" "sha512-uqi/2aSz9g2ftcHWf8uLPJA70rUv6yuMW5Bohw+bwcuzaxQIHaKFZCKGoGXIrc9vkTJ3+0txM73K0Hq3d5wgIg=="
+  "resolved" "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-4.33.0.tgz"
+  "version" "4.33.0"
   dependencies:
     "@typescript-eslint/types" "4.33.0"
-    eslint-visitor-keys "^2.0.0"
+    "eslint-visitor-keys" "^2.0.0"
 
 "@verdaccio/commons-api@10.0.1":
-  version "10.0.1"
-  resolved "https://registry.yarnpkg.com/@verdaccio/commons-api/-/commons-api-10.0.1.tgz#7217a167e428a7603ff46685c4cc40bb1526e463"
-  integrity sha512-dO/3ocK2Cpx5GZ/HST7YWRMVXAZu5zkDglfcoxEnUh2V9D4detGn0sIDV9nCJJJiO70ZmhuOoA5oeUmrA1lELA==
+  "integrity" "sha512-dO/3ocK2Cpx5GZ/HST7YWRMVXAZu5zkDglfcoxEnUh2V9D4detGn0sIDV9nCJJJiO70ZmhuOoA5oeUmrA1lELA=="
+  "resolved" "https://registry.npmjs.org/@verdaccio/commons-api/-/commons-api-10.0.1.tgz"
+  "version" "10.0.1"
   dependencies:
-    http-errors "1.8.0"
-    http-status-codes "1.4.0"
+    "http-errors" "1.8.0"
+    "http-status-codes" "1.4.0"
 
-"@verdaccio/file-locking@10.0.0", "@verdaccio/file-locking@^10.0.0":
-  version "10.0.0"
-  resolved "https://registry.yarnpkg.com/@verdaccio/file-locking/-/file-locking-10.0.0.tgz#3d476a6ba28207c795d49828438e7335166c1cfc"
-  integrity sha512-2tQUbJF3tQ3CY9grAlpovaF/zu8G56CBYMaeHwMBHo9rAmsJI9i7LfliHGS6Jygbs8vd0cOCPT7vl2CL9T8upw==
+"@verdaccio/file-locking@^10.0.0", "@verdaccio/file-locking@10.0.0":
+  "integrity" "sha512-2tQUbJF3tQ3CY9grAlpovaF/zu8G56CBYMaeHwMBHo9rAmsJI9i7LfliHGS6Jygbs8vd0cOCPT7vl2CL9T8upw=="
+  "resolved" "https://registry.npmjs.org/@verdaccio/file-locking/-/file-locking-10.0.0.tgz"
+  "version" "10.0.0"
   dependencies:
-    lockfile "1.0.4"
+    "lockfile" "1.0.4"
 
 "@verdaccio/local-storage@10.0.7":
-  version "10.0.7"
-  resolved "https://registry.yarnpkg.com/@verdaccio/local-storage/-/local-storage-10.0.7.tgz#c90114cc474c564b6aecc5513a95fe474ca8b797"
-  integrity sha512-DpR4RFDQXVFI9ILEU0xXIqGP7m59u4n5RJ9AYEbc6i/6Iv0Ba2K2Q4l/J22ZLURjqCKZY4ZPUJkhUwXSmzRFMQ==
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+  "resolved" "https://registry.npmjs.org/@verdaccio/local-storage/-/local-storage-10.0.7.tgz"
+  "version" "10.0.7"
   dependencies:
     "@verdaccio/commons-api" "10.0.1"
     "@verdaccio/file-locking" "10.0.0"
     "@verdaccio/streams" "10.0.0"
-    async "3.2.0"
-    debug "4.3.1"
-    lodash "4.17.21"
-    lowdb "1.0.0"
-    mkdirp "1.0.4"
+    "async" "3.2.0"
+    "debug" "4.3.1"
+    "lodash" "4.17.21"
+    "lowdb" "1.0.0"
+    "mkdirp" "1.0.4"
 
 "@verdaccio/readme@10.0.0":
-  version "10.0.0"
-  resolved "https://registry.yarnpkg.com/@verdaccio/readme/-/readme-10.0.0.tgz#f9627c32b309ace311318b98b2c42226823f6cd7"
-  integrity sha512-OD3dMnRC8SvhgytEzczMBleN+K/3lMqyWw/epeXvolCpCd7mW/Dl5zSR25GiHh/2h3eTKP/HMs4km8gS1MMLgA==
+  "integrity" "sha512-OD3dMnRC8SvhgytEzczMBleN+K/3lMqyWw/epeXvolCpCd7mW/Dl5zSR25GiHh/2h3eTKP/HMs4km8gS1MMLgA=="
+  "resolved" "https://registry.npmjs.org/@verdaccio/readme/-/readme-10.0.0.tgz"
+  "version" "10.0.0"
   dependencies:
-    dompurify "^2.2.6"
-    jsdom "15.2.1"
-    marked "^2.0.1"
+    "dompurify" "^2.2.6"
+    "jsdom" "15.2.1"
+    "marked" "^2.0.1"
 
 "@verdaccio/streams@10.0.0":
-  version "10.0.0"
-  resolved "https://registry.yarnpkg.com/@verdaccio/streams/-/streams-10.0.0.tgz#8b06e1d6f06e906ebda0f1d4089cdb651a533541"
-  integrity sha512-PqxxY11HhweN6z1lwfn9ydLCdnOkCPpthMZs+SGCDz8Rt6gOyrjJVslV7o4uobDipjD9+hUPpJHDeO33Qt24uw==
+  "integrity" "sha512-PqxxY11HhweN6z1lwfn9ydLCdnOkCPpthMZs+SGCDz8Rt6gOyrjJVslV7o4uobDipjD9+hUPpJHDeO33Qt24uw=="
+  "resolved" "https://registry.npmjs.org/@verdaccio/streams/-/streams-10.0.0.tgz"
+  "version" "10.0.0"
 
 "@verdaccio/ui-theme@3.2.1":
-  version "3.2.1"
-  resolved "https://registry.yarnpkg.com/@verdaccio/ui-theme/-/ui-theme-3.2.1.tgz#041a5b436847f73ebddeb693758b0f30819a98b0"
-  integrity sha512-xaN1nVxGWSIO4Qmnm3xZwvUf2jOUIt43nAp2IbSiPdozQztCcfU1LHEHiMW2mP036LoUWcHbb3Z6Tj1GHyuQNg==
+  "integrity" "sha512-xaN1nVxGWSIO4Qmnm3xZwvUf2jOUIt43nAp2IbSiPdozQztCcfU1LHEHiMW2mP036LoUWcHbb3Z6Tj1GHyuQNg=="
+  "resolved" "https://registry.npmjs.org/@verdaccio/ui-theme/-/ui-theme-3.2.1.tgz"
+  "version" "3.2.1"
 
 "@webassemblyjs/ast@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.11.1.tgz"
-  integrity sha512-ukBh14qFLjxTQNTXocdyksN5QdM28S1CxHt2rdskFyL+xFV7VremuBLVbmCePj+URalXBENx/9Lm7lnhihtCSw==
+  "integrity" "sha512-ukBh14qFLjxTQNTXocdyksN5QdM28S1CxHt2rdskFyL+xFV7VremuBLVbmCePj+URalXBENx/9Lm7lnhihtCSw=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/helper-numbers" "1.11.1"
     "@webassemblyjs/helper-wasm-bytecode" "1.11.1"
 
 "@webassemblyjs/floating-point-hex-parser@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/floating-point-hex-parser/-/floating-point-hex-parser-1.11.1.tgz"
-  integrity sha512-iGRfyc5Bq+NnNuX8b5hwBrRjzf0ocrJPI6GWFodBFzmFnyvrQ83SHKhmilCU/8Jv67i4GJZBMhEzltxzcNagtQ==
+  "integrity" "sha512-iGRfyc5Bq+NnNuX8b5hwBrRjzf0ocrJPI6GWFodBFzmFnyvrQ83SHKhmilCU/8Jv67i4GJZBMhEzltxzcNagtQ=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/floating-point-hex-parser/-/floating-point-hex-parser-1.11.1.tgz"
+  "version" "1.11.1"
 
 "@webassemblyjs/helper-api-error@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/helper-api-error/-/helper-api-error-1.11.1.tgz"
-  integrity sha512-RlhS8CBCXfRUR/cwo2ho9bkheSXG0+NwooXcc3PAILALf2QLdFyj7KGsKRbVc95hZnhnERon4kW/D3SZpp6Tcg==
+  "integrity" "sha512-RlhS8CBCXfRUR/cwo2ho9bkheSXG0+NwooXcc3PAILALf2QLdFyj7KGsKRbVc95hZnhnERon4kW/D3SZpp6Tcg=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/helper-api-error/-/helper-api-error-1.11.1.tgz"
+  "version" "1.11.1"
 
 "@webassemblyjs/helper-buffer@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/helper-buffer/-/helper-buffer-1.11.1.tgz"
-  integrity sha512-gwikF65aDNeeXa8JxXa2BAk+REjSyhrNC9ZwdT0f8jc4dQQeDQ7G4m0f2QCLPJiMTTO6wfDmRmj/pW0PsUvIcA==
+  "integrity" "sha512-gwikF65aDNeeXa8JxXa2BAk+REjSyhrNC9ZwdT0f8jc4dQQeDQ7G4m0f2QCLPJiMTTO6wfDmRmj/pW0PsUvIcA=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/helper-buffer/-/helper-buffer-1.11.1.tgz"
+  "version" "1.11.1"
 
 "@webassemblyjs/helper-numbers@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/helper-numbers/-/helper-numbers-1.11.1.tgz"
-  integrity sha512-vDkbxiB8zfnPdNK9Rajcey5C0w+QJugEglN0of+kmO8l7lDb77AnlKYQF7aarZuCrv+l0UvqL+68gSDr3k9LPQ==
+  "integrity" "sha512-vDkbxiB8zfnPdNK9Rajcey5C0w+QJugEglN0of+kmO8l7lDb77AnlKYQF7aarZuCrv+l0UvqL+68gSDr3k9LPQ=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/helper-numbers/-/helper-numbers-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/floating-point-hex-parser" "1.11.1"
     "@webassemblyjs/helper-api-error" "1.11.1"
     "@xtuc/long" "4.2.2"
 
 "@webassemblyjs/helper-wasm-bytecode@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/helper-wasm-bytecode/-/helper-wasm-bytecode-1.11.1.tgz"
-  integrity sha512-PvpoOGiJwXeTrSf/qfudJhwlvDQxFgelbMqtq52WWiXC6Xgg1IREdngmPN3bs4RoO83PnL/nFrxucXj1+BX62Q==
+  "integrity" "sha512-PvpoOGiJwXeTrSf/qfudJhwlvDQxFgelbMqtq52WWiXC6Xgg1IREdngmPN3bs4RoO83PnL/nFrxucXj1+BX62Q=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/helper-wasm-bytecode/-/helper-wasm-bytecode-1.11.1.tgz"
+  "version" "1.11.1"
 
 "@webassemblyjs/helper-wasm-section@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/helper-wasm-section/-/helper-wasm-section-1.11.1.tgz"
-  integrity sha512-10P9No29rYX1j7F3EVPX3JvGPQPae+AomuSTPiF9eBQeChHI6iqjMIwR9JmOJXwpnn/oVGDk7I5IlskuMwU/pg==
+  "integrity" "sha512-10P9No29rYX1j7F3EVPX3JvGPQPae+AomuSTPiF9eBQeChHI6iqjMIwR9JmOJXwpnn/oVGDk7I5IlskuMwU/pg=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/helper-wasm-section/-/helper-wasm-section-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/ast" "1.11.1"
     "@webassemblyjs/helper-buffer" "1.11.1"
@@ -1063,28 +1117,28 @@
     "@webassemblyjs/wasm-gen" "1.11.1"
 
 "@webassemblyjs/ieee754@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/ieee754/-/ieee754-1.11.1.tgz"
-  integrity sha512-hJ87QIPtAMKbFq6CGTkZYJivEwZDbQUgYd3qKSadTNOhVY7p+gfP6Sr0lLRVTaG1JjFj+r3YchoqRYxNH3M0GQ==
+  "integrity" "sha512-hJ87QIPtAMKbFq6CGTkZYJivEwZDbQUgYd3qKSadTNOhVY7p+gfP6Sr0lLRVTaG1JjFj+r3YchoqRYxNH3M0GQ=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/ieee754/-/ieee754-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@xtuc/ieee754" "^1.2.0"
 
 "@webassemblyjs/leb128@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/leb128/-/leb128-1.11.1.tgz"
-  integrity sha512-BJ2P0hNZ0u+Th1YZXJpzW6miwqQUGcIHT1G/sf72gLVD9DZ5AdYTqPNbHZh6K1M5VmKvFXwGSWZADz+qBWxeRw==
+  "integrity" "sha512-BJ2P0hNZ0u+Th1YZXJpzW6miwqQUGcIHT1G/sf72gLVD9DZ5AdYTqPNbHZh6K1M5VmKvFXwGSWZADz+qBWxeRw=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/leb128/-/leb128-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@xtuc/long" "4.2.2"
 
 "@webassemblyjs/utf8@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/utf8/-/utf8-1.11.1.tgz"
-  integrity sha512-9kqcxAEdMhiwQkHpkNiorZzqpGrodQQ2IGrHHxCy+Ozng0ofyMA0lTqiLkVs1uzTRejX+/O0EOT7KxqVPuXosQ==
+  "integrity" "sha512-9kqcxAEdMhiwQkHpkNiorZzqpGrodQQ2IGrHHxCy+Ozng0ofyMA0lTqiLkVs1uzTRejX+/O0EOT7KxqVPuXosQ=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/utf8/-/utf8-1.11.1.tgz"
+  "version" "1.11.1"
 
 "@webassemblyjs/wasm-edit@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-edit/-/wasm-edit-1.11.1.tgz"
-  integrity sha512-g+RsupUC1aTHfR8CDgnsVRVZFJqdkFHpsHMfJuWQzWU3tvnLC07UqHICfP+4XyL2tnr1amvl1Sdp06TnYCmVkA==
+  "integrity" "sha512-g+RsupUC1aTHfR8CDgnsVRVZFJqdkFHpsHMfJuWQzWU3tvnLC07UqHICfP+4XyL2tnr1amvl1Sdp06TnYCmVkA=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/wasm-edit/-/wasm-edit-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/ast" "1.11.1"
     "@webassemblyjs/helper-buffer" "1.11.1"
@@ -1096,9 +1150,9 @@
     "@webassemblyjs/wast-printer" "1.11.1"
 
 "@webassemblyjs/wasm-gen@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-gen/-/wasm-gen-1.11.1.tgz"
-  integrity sha512-F7QqKXwwNlMmsulj6+O7r4mmtAlCWfO/0HdgOxSklZfQcDu0TpLiD1mRt/zF25Bk59FIjEuGAIyn5ei4yMfLhA==
+  "integrity" "sha512-F7QqKXwwNlMmsulj6+O7r4mmtAlCWfO/0HdgOxSklZfQcDu0TpLiD1mRt/zF25Bk59FIjEuGAIyn5ei4yMfLhA=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/wasm-gen/-/wasm-gen-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/ast" "1.11.1"
     "@webassemblyjs/helper-wasm-bytecode" "1.11.1"
@@ -1107,9 +1161,9 @@
     "@webassemblyjs/utf8" "1.11.1"
 
 "@webassemblyjs/wasm-opt@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-opt/-/wasm-opt-1.11.1.tgz"
-  integrity sha512-VqnkNqnZlU5EB64pp1l7hdm3hmQw7Vgqa0KF/KCNO9sIpI6Fk6brDEiX+iCOYrvMuBWDws0NkTOxYEb85XQHHw==
+  "integrity" "sha512-VqnkNqnZlU5EB64pp1l7hdm3hmQw7Vgqa0KF/KCNO9sIpI6Fk6brDEiX+iCOYrvMuBWDws0NkTOxYEb85XQHHw=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/wasm-opt/-/wasm-opt-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/ast" "1.11.1"
     "@webassemblyjs/helper-buffer" "1.11.1"
@@ -1117,9 +1171,9 @@
     "@webassemblyjs/wasm-parser" "1.11.1"
 
 "@webassemblyjs/wasm-parser@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-parser/-/wasm-parser-1.11.1.tgz"
-  integrity sha512-rrBujw+dJu32gYB7/Lup6UhdkPx9S9SnobZzRVL7VcBH9Bt9bCBLEuX/YXOOtBsOZ4NQrRykKhffRWHvigQvOA==
+  "integrity" "sha512-rrBujw+dJu32gYB7/Lup6UhdkPx9S9SnobZzRVL7VcBH9Bt9bCBLEuX/YXOOtBsOZ4NQrRykKhffRWHvigQvOA=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/wasm-parser/-/wasm-parser-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/ast" "1.11.1"
     "@webassemblyjs/helper-api-error" "1.11.1"
@@ -1129,5173 +1183,5249 @@
     "@webassemblyjs/utf8" "1.11.1"
 
 "@webassemblyjs/wast-printer@1.11.1":
-  version "1.11.1"
-  resolved "https://registry.npmjs.org/@webassemblyjs/wast-printer/-/wast-printer-1.11.1.tgz"
-  integrity sha512-IQboUWM4eKzWW+N/jij2sRatKMh99QEelo3Eb2q0qXkvPRISAj8Qxtmw5itwqK+TTkBuUIE45AxYPToqPtL5gg==
+  "integrity" "sha512-IQboUWM4eKzWW+N/jij2sRatKMh99QEelo3Eb2q0qXkvPRISAj8Qxtmw5itwqK+TTkBuUIE45AxYPToqPtL5gg=="
+  "resolved" "https://registry.npmjs.org/@webassemblyjs/wast-printer/-/wast-printer-1.11.1.tgz"
+  "version" "1.11.1"
   dependencies:
     "@webassemblyjs/ast" "1.11.1"
     "@xtuc/long" "4.2.2"
 
 "@webpack-cli/configtest@^1.0.4":
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-  resolved "https://registry.npmjs.org/@webpack-cli/configtest/-/configtest-1.0.4.tgz"
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-    resolve "^1.13.1"
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-    estraverse "^4.1.1"
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     "@eslint/eslintrc" "^0.4.3"
     "@humanwhocodes/config-array" "^0.5.0"
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-xml-name-validator@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/xml-name-validator/-/xml-name-validator-3.0.0.tgz#6ae73e06de4d8c6e47f9fb181f78d648ad457c6a"
-  integrity sha512-A5CUptxDsvxKJEU3yO6DuWBSJz/qizqzJKOMIfUJHETbBw/sFaDxgd6fxm1ewUaM0jZ444Fc5vC5ROYurg/4Pw==
-
-xmlchars@^2.1.1:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/xmlchars/-/xmlchars-2.2.0.tgz#060fe1bcb7f9c76fe2a17db86a9bc3ab894210cb"
-  integrity sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==
-
-xtend@^4.0.2, xtend@~4.0.0:
-  version "4.0.2"
-  resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.2.tgz#bb72779f5fa465186b1f438f674fa347fdb5db54"
-  integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==
-
-y-codemirror@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/y-codemirror/-/y-codemirror-2.1.1.tgz#e841fc3001b719d7fa457dd7a9748205e2874fe9"
-  integrity sha512-QXHaOkvEJs3pB82dkW1aGfWUd4S1RA1ORtXWtprHClbqBiCOY19VKiojScSTyl8rTaOZ/zblEq+SNH2sd3Umiw==
-  dependencies:
-    lib0 "^0.2.41"
-
-y-leveldb@^0.1.0:
-  version "0.1.0"
-  resolved "https://registry.yarnpkg.com/y-leveldb/-/y-leveldb-0.1.0.tgz#8b60c1af020252445875ebc70d52666017bcb038"
-  integrity sha512-sMuitVrsAUNh+0b66I42nAuW3lCmez171uP4k0ePcTAJ+c+Iw9w4Yq3wwiyrDMFXBEyQSjSF86Inc23wEvWnxw==
-  dependencies:
-    level "^6.0.1"
-    lib0 "^0.2.31"
-
-y-protocols@^1.0.5:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/y-protocols/-/y-protocols-1.0.5.tgz#91d574250060b29fcac8f8eb5e276fbad594245e"
-  integrity sha512-Wil92b7cGk712lRHDqS4T90IczF6RkcvCwAD0A2OPg+adKmOe+nOiT/N2hvpQIWS3zfjmtL4CPaH5sIW1Hkm/A==
-  dependencies:
-    lib0 "^0.2.42"
-
-y-websocket@^1.3.15:
-  version "1.3.17"
-  resolved "https://registry.yarnpkg.com/y-websocket/-/y-websocket-1.3.17.tgz#d5465fe6d378df9f6bdd503f23d001e5b526db54"
-  integrity sha512-SswN7EosLDpnrWue45/yQjkTGSRkzxioFc/0WcyHNkudnknWToOBaIo2coWgnYZd9BP0XlNAc8pPhTGkDveQJQ==
-  dependencies:
-    lib0 "^0.2.42"
-    lodash.debounce "^4.0.8"
-    y-protocols "^1.0.5"
+    "acorn" "^8.4.1"
+    "acorn-import-assertions" "^1.7.6"
+    "browserslist" "^4.14.5"
+    "chrome-trace-event" "^1.0.2"
+    "enhanced-resolve" "^5.8.3"
+    "es-module-lexer" "^0.9.0"
+    "eslint-scope" "5.1.1"
+    "events" "^3.2.0"
+    "glob-to-regexp" "^0.4.1"
+    "graceful-fs" "^4.2.4"
+    "json-parse-better-errors" "^1.0.2"
+    "loader-runner" "^4.2.0"
+    "mime-types" "^2.1.27"
+    "neo-async" "^2.6.2"
+    "schema-utils" "^3.1.0"
+    "tapable" "^2.1.1"
+    "terser-webpack-plugin" "^5.1.3"
+    "watchpack" "^2.2.0"
+    "webpack-sources" "^3.2.0"
+
+"whatwg-encoding@^1.0.1", "whatwg-encoding@^1.0.5":
+  "integrity" "sha512-b5lim54JOPN9HtzvK9HFXvBma/rnfFeqsic0hSpjtDbVxR3dJKLc+KB4V6GgiGOvl7CY/KNh8rxSo9DKQrnUEw=="
+  "resolved" "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-1.0.5.tgz"
+  "version" "1.0.5"
+  dependencies:
+    "iconv-lite" "0.4.24"
+
+"whatwg-mimetype@^2.2.0", "whatwg-mimetype@^2.3.0":
+  "integrity" "sha512-M4yMwr6mAnQz76TbJm914+gPpB/nCwvZbJU28cUD6dR004SAxDLOOSUaB1JDRqLtaOV/vi0IC5lEAGFgrjGv/g=="
+  "resolved" "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-2.3.0.tgz"
+  "version" "2.3.0"
+
+"whatwg-url@^7.0.0":
+  "integrity" "sha512-WUu7Rg1DroM7oQvGWfOiAK21n74Gg+T4elXEQYkOhtyLeWiJFoOGLXPKI/9gzIie9CtwVLm8wtw6YJdKyxSjeg=="
+  "resolved" "https://registry.npmjs.org/whatwg-url/-/whatwg-url-7.1.0.tgz"
+  "version" "7.1.0"
+  dependencies:
+    "lodash.sortby" "^4.7.0"
+    "tr46" "^1.0.1"
+    "webidl-conversions" "^4.0.2"
+
+"which-boxed-primitive@^1.0.1":
+  "integrity" "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg=="
+  "resolved" "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz"
+  "version" "1.0.2"
+  dependencies:
+    "is-bigint" "^1.0.1"
+    "is-boolean-object" "^1.1.0"
+    "is-number-object" "^1.0.4"
+    "is-string" "^1.0.5"
+    "is-symbol" "^1.0.3"
+
+"which@^1.2.9":
+  "integrity" "sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ=="
+  "resolved" "https://registry.npmjs.org/which/-/which-1.3.1.tgz"
+  "version" "1.3.1"
+  dependencies:
+    "isexe" "^2.0.0"
+
+"which@^2.0.1":
+  "integrity" "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA=="
+  "resolved" "https://registry.npmjs.org/which/-/which-2.0.2.tgz"
+  "version" "2.0.2"
+  dependencies:
+    "isexe" "^2.0.0"
+
+"wildcard@^2.0.0":
+  "integrity" "sha512-JcKqAHLPxcdb9KM49dufGXn2x3ssnfjbcaQdLlfZsL9rH9wgDQjUtDxbo8NE0F6SFvydeu1VhZe7hZuHsB2/pw=="
+  "resolved" "https://registry.npmjs.org/wildcard/-/wildcard-2.0.0.tgz"
+  "version" "2.0.0"
+
+"word-wrap@^1.2.3", "word-wrap@~1.2.3":
+  "integrity" "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ=="
+  "resolved" "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz"
+  "version" "1.2.3"
+
+"wordwrap@^1.0.0":
+  "integrity" "sha1-J1hIEIkUVqQXHI0CJkQa3pDLyus="
+  "resolved" "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz"
+  "version" "1.0.0"
+
+"worker-loader@^3.0.2":
+  "integrity" "sha512-XQyQkIFeRVC7f7uRhFdNMe/iJOdO6zxAaR3EWbDp45v3mDhrTi+++oswKNxShUNjPC/1xUp5DB29YKLhFo129g=="
+  "resolved" "https://registry.npmjs.org/worker-loader/-/worker-loader-3.0.8.tgz"
+  "version" "3.0.8"
+  dependencies:
+    "loader-utils" "^2.0.0"
+    "schema-utils" "^3.0.0"
+
+"wrappy@1":
+  "integrity" "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
+  "resolved" "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz"
+  "version" "1.0.2"
+
+"ws@^6.2.1":
+  "integrity" "sha512-zmhltoSR8u1cnDsD43TX59mzoMZsLKqUweyYBAIvTngR3shc0W6aOZylZmq/7hqyVxPdi+5Ud2QInblgyE72fw=="
+  "resolved" "https://registry.npmjs.org/ws/-/ws-6.2.2.tgz"
+  "version" "6.2.2"
+  dependencies:
+    "async-limiter" "~1.0.0"
+
+"ws@^7.0.0", "ws@^7.4.6":
+  "integrity" "sha512-BAkMFcAzl8as1G/hArkxOxq3G7pjUqQ3gzYbLL0/5zNkph70e+lCoxBGnm6AW1+/aiNeV4fnKqZ8m4GZewmH2w=="
+  "resolved" "https://registry.npmjs.org/ws/-/ws-7.5.5.tgz"
+  "version" "7.5.5"
+
+"xml-name-validator@^3.0.0":
+  "integrity" "sha512-A5CUptxDsvxKJEU3yO6DuWBSJz/qizqzJKOMIfUJHETbBw/sFaDxgd6fxm1ewUaM0jZ444Fc5vC5ROYurg/4Pw=="
+  "resolved" "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-3.0.0.tgz"
+  "version" "3.0.0"
+
+"xmlchars@^2.1.1":
+  "integrity" "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw=="
+  "resolved" "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz"
+  "version" "2.2.0"
+
+"xtend@^4.0.2", "xtend@~4.0.0":
+  "integrity" "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
+  "resolved" "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz"
+  "version" "4.0.2"
+
+"y-codemirror@^2.1.1":
+  "integrity" "sha512-QXHaOkvEJs3pB82dkW1aGfWUd4S1RA1ORtXWtprHClbqBiCOY19VKiojScSTyl8rTaOZ/zblEq+SNH2sd3Umiw=="
+  "resolved" "https://registry.npmjs.org/y-codemirror/-/y-codemirror-2.1.1.tgz"
+  "version" "2.1.1"
+  dependencies:
+    "lib0" "^0.2.41"
+
+"y-leveldb@^0.1.0":
+  "integrity" "sha512-sMuitVrsAUNh+0b66I42nAuW3lCmez171uP4k0ePcTAJ+c+Iw9w4Yq3wwiyrDMFXBEyQSjSF86Inc23wEvWnxw=="
+  "resolved" "https://registry.npmjs.org/y-leveldb/-/y-leveldb-0.1.0.tgz"
+  "version" "0.1.0"
+  dependencies:
+    "level" "^6.0.1"
+    "lib0" "^0.2.31"
+
+"y-protocols@^1.0.5":
+  "integrity" "sha512-Wil92b7cGk712lRHDqS4T90IczF6RkcvCwAD0A2OPg+adKmOe+nOiT/N2hvpQIWS3zfjmtL4CPaH5sIW1Hkm/A=="
+  "resolved" "https://registry.npmjs.org/y-protocols/-/y-protocols-1.0.5.tgz"
+  "version" "1.0.5"
+  dependencies:
+    "lib0" "^0.2.42"
+
+"y-websocket@^1.3.15":
+  "integrity" "sha512-SswN7EosLDpnrWue45/yQjkTGSRkzxioFc/0WcyHNkudnknWToOBaIo2coWgnYZd9BP0XlNAc8pPhTGkDveQJQ=="
+  "resolved" "https://registry.npmjs.org/y-websocket/-/y-websocket-1.3.17.tgz"
+  "version" "1.3.17"
+  dependencies:
+    "lib0" "^0.2.42"
+    "lodash.debounce" "^4.0.8"
+    "y-protocols" "^1.0.5"
   optionalDependencies:
-    ws "^6.2.1"
-    y-leveldb "^0.1.0"
+    "ws" "^6.2.1"
+    "y-leveldb" "^0.1.0"
 
-yallist@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz"
-  integrity sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==
+"yallist@^4.0.0":
+  "integrity" "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+  "resolved" "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz"
+  "version" "4.0.0"
 
-yjs@^13.5.6:
-  version "13.5.16"
-  resolved "https://registry.yarnpkg.com/yjs/-/yjs-13.5.16.tgz#ff64e7faf017c13d35654316c5671b0c66484aab"
-  integrity sha512-T+sNq9cC4Tq46RKNVEoArHEr2o2vJo/94T0Mgrug70NRmUKf8iwmA4LiWi/bHHEepUAVxzhmt+qsgbbWbKtraw==
+"yjs@^13.0.0", "yjs@^13.5.6":
+  "integrity" "sha512-T+sNq9cC4Tq46RKNVEoArHEr2o2vJo/94T0Mgrug70NRmUKf8iwmA4LiWi/bHHEepUAVxzhmt+qsgbbWbKtraw=="
+  "resolved" "https://registry.npmjs.org/yjs/-/yjs-13.5.16.tgz"
+  "version" "13.5.16"
   dependencies:
-    lib0 "^0.2.42"
+    "lib0" "^0.2.42"
 
-yocto-queue@^0.1.0:
-  version "0.1.0"
-  resolved "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz"
-  integrity sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==
+"yocto-queue@^0.1.0":
+  "integrity" "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q=="
+  "resolved" "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz"
+  "version" "0.1.0"


Test patch:
diff --git a/examples/test-babylon.ipynb b/examples/test-babylon.ipynb
new file mode 100644
index 0000000..3fc2704
--- /dev/null
+++ b/examples/test-babylon.ipynb
@@ -0,0 +1,336 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9c3469f7-b9c0-4fc2-a142-46cd0fd2ae45",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import shutil\n",
+    "\n",
+    "import numpy as np\n",
+    "from mpl_toolkits.mplot3d import Axes3D\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import pandas as pd\n",
+    "import pdal\n",
+    "import pybabylonjs\n",
+    "from pybabylonjs import Show as show\n",
+    "import tiledb"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "033b0092-e7d0-4c2b-a79e-fb36b2352bcf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#!wget -nc \"https://github.com/PDAL/data/blob/master/workshop/autzen.laz?raw=true\" -O \"autzen.laz\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8b3c3003-c77d-439a-86d0-2ea8f5c69529",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#try:\n",
+    "#    shutil.rmtree(\"autzen\")\n",
+    "#    pass\n",
+    "#except:\n",
+    "#    pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eea2cf7b-aa73-4006-90a9-3d635dbf9368",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pipeline1 = (\n",
+    "  pdal.Reader(\"autzen.laz\") |\n",
+    "  pdal.Filter.stats() |\n",
+    "  pdal.Writer.tiledb(array_name=\"autzen1\",chunk_size=10000000)\n",
+    ")\n",
+    "\n",
+    "# count = pipeline1.execute()  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4927ac24-91c5-4275-86e5-61224a6259cf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pipeline2 = (\n",
+    "  pdal.Reader(\"autzen.laz\") | \n",
+    "  pdal.Writer.tiledb(array_name=\"autzen2\",x_tile_size=10, y_tile_size=10, z_tile_size=1,chunk_size=10000000)\n",
+    ")\n",
+    "\n",
+    "# count = pipeline2.execute() "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3594fcd2-3c74-41d0-88f8-8103d5b1f6c1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pipeline3 = (\n",
+    "  pdal.Reader(\"autzen.laz\") |\n",
+    "  pdal.Filter.stats() |\n",
+    "  pdal.Writer.tiledb(array_name=\"autzen3\",chunk_size=10000000,data_tile_capacity=100000)\n",
+    ")\n",
+    "\n",
+    "# count = pipeline3.execute()  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "57d2d89c-42fe-4f59-88b5-ca10b3bf1238",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pipeline4 = (\n",
+    "  pdal.Reader(\"autzen.laz\") |\n",
+    "  pdal.Filter.stats() |\n",
+    "  pdal.Writer.tiledb(array_name=\"autzen4\",chunk_size=100000,data_tile_capacity=100000)\n",
+    ")\n",
+    "\n",
+    "# count = pipeline4.execute()  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1e2e9320-009a-4b09-af7d-81281dac0763",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pipeline5 = (\n",
+    "  pdal.Reader(\"autzen.laz\") |\n",
+    "  pdal.Filter.stats() |\n",
+    "  pdal.Writer.tiledb(array_name=\"autzen5\",chunk_size=100000)\n",
+    ")\n",
+    "\n",
+    "# count = pipeline5.execute()  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "de9e6471-4cf1-4c93-8824-8d04a3539722",
+   "metadata": {},
+   "source": [
+    "## Point cloud"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "dc3566a9-e81a-40a1-810d-0dc81c9ea4a4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "with tiledb.open(\"autzen1\") as arr:\n",
+    "    df = arr.df[636800:637800, 851000:853000, 406.14:615.26]\n",
+    "\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b1d0d80b-212f-4aa8-9b64-e2106e73ddc4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data = {\n",
+    "    'X': df['X'],\n",
+    "    'Y': df['Y'],\n",
+    "    'Z': df['Z'],\n",
+    "    'Red': df['Red'] / 255.0,\n",
+    "    'Green': df['Green'] / 255.0,\n",
+    "    'Blue': df['Blue'] / 255.0\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "943b6fe7-cbab-49f1-a3b7-75146016567f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "show.from_dict(data=data,\n",
+    "                style = 'pointcloud',\n",
+    "                width = 800,\n",
+    "                height = 600,\n",
+    "                inspector = True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "97ddf987-09ee-44e3-9ab4-c678867207f9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "babylon = pybabylonjs.BabylonJS()\n",
+    "babylon.value = data\n",
+    "babylon.z_scale = .2\n",
+    "babylon"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1b7231d5-7082-4ec2-a4a2-fb04895c2a6f",
+   "metadata": {},
+   "source": [
+    "## MBRS\n",
+    "\n",
+    "### Default sorting"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "028eea10-de32-4430-a888-91a269056640",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "show.from_array(array_uri='autzen1',\n",
+    "                style='mbrs',\n",
+    "                width=800,\n",
+    "                height=600,\n",
+    "                z_scale = 0.5,\n",
+    "                wheel_precision = 50)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9bac3fe0-b220-4d68-a97b-51379f03394b",
+   "metadata": {},
+   "source": [
+    "### Optimized sorting - visual tuning - 2.5 x faster loading of data from array"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fc4b50ff-8a85-4844-bbcb-dac5176aee56",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "show.from_array(array_uri='autzen5',\n",
+    "                style='mbrs',\n",
+    "                width=800,\n",
+    "                height=600,\n",
+    "                z_scale = 0.2,\n",
+    "                wheel_precision = 50)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fb82f1e1-7934-4b04-b041-051f16f38cfa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "with tiledb.open(\"autzen1\") as arr:\n",
+    "    df = arr.df[636800:637800, 851000:853000, 406.14:615.26]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9d8688a4-962a-4b07-a98a-0a3b08811e87",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "with tiledb.open(\"autzen5\") as arr:\n",
+    "    df = arr.df[636800:637800, 851000:853000, 406.14:615.26]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "31991f11-8592-4d46-abf7-53c11adf4776",
+   "metadata": {},
+   "source": [
+    "## 4D "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5e5e2e47-055d-424f-9e24-e0945d790e04",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "with tiledb.open(\"autzen5\") as arr:\n",
+    "    df = pd.DataFrame(arr[636800:637800, 851000:853000, 406.14:615.26])\n",
+    "    \n",
+    "df.sort_values(by=[\"GpsTime\"], inplace=True)\n",
+    "\n",
+    "data = {\n",
+    "    'X': df['X'],\n",
+    "    'Y': df['Y'],\n",
+    "    'Z': df['Z'],\n",
+    "    'Red': df['Red'] / 255.0,\n",
+    "    'Green': df['Green'] / 255.0,\n",
+    "    'Blue': df['Blue'] / 255.0,\n",
+    "    'GpsTime': df['GpsTime']}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fb71bf0d-fb22-43fc-925e-96c8c5814a25",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "show.from_dict(data=data, style=\"pointcloud\", time=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9ce79ccb-0d9e-431e-b5a4-a5dd1d6022d1",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}