diff --git a/examples/heatmap/README.md b/examples/heatmap/README.md
new file mode 100644
index 0000000..0ab1934
--- /dev/null
+++ b/examples/heatmap/README.md
@@ -0,0 +1,30 @@
+## Example: Use `@geoarrow/deck.gl-layers` with GeoArrow point data to render a Heatmap
+
+## Data for example
+
+```
+wget https://ookla-open-data.s3.us-west-2.amazonaws.com/parquet/performance/type=mobile/year=2019/quarter=1/2019-01-01_performance_mobile_tiles.parquet
+poetry install
+poetry run python generate_data.py
+```
+
+## Serve data
+
+```
+npx http-server --cors
+```
+
+## Usage
+
+To install dependencies:
+
+```bash
+npm install
+# or
+yarn
+```
+
+Commands:
+
+* `npm start` is the development target, to serve the app and hot reload.
+* `npm run build` is the production target, to create the final bundle and write to disk.
diff --git a/examples/heatmap/app.tsx b/examples/heatmap/app.tsx
new file mode 100644
index 0000000..b088183
--- /dev/null
+++ b/examples/heatmap/app.tsx
@@ -0,0 +1,88 @@
+import React, { useState, useEffect } from "react";
+import { createRoot } from "react-dom/client";
+import { StaticMap, MapContext, NavigationControl } from "react-map-gl";
+import DeckGL, { Layer, PickingInfo } from "deck.gl";
+import { GeoArrowHeatmapLayer } from "@geoarrow/deck.gl-layers";
+import * as arrow from "apache-arrow";
+
+const GEOARROW_POINT_DATA =
+  "http://localhost:8080/2019-01-01_performance_mobile_tiles.feather";
+
+const INITIAL_VIEW_STATE = {
+  latitude: 20,
+  longitude: 0,
+  zoom: 2,
+  bearing: 0,
+  pitch: 0,
+};
+
+const MAP_STYLE =
+  "https://basemaps.cartocdn.com/gl/positron-nolabels-gl-style/style.json";
+const NAV_CONTROL_STYLE = {
+  position: "absolute",
+  top: 10,
+  left: 10,
+};
+
+function Root() {
+  const onClick = (info: PickingInfo) => {
+    if (info.object) {
+      console.log(JSON.stringify(info.object.toJSON()));
+    }
+  };
+
+  const [table, setTable] = useState<arrow.Table | null>(null);
+
+  useEffect(() => {
+    // declare the data fetching function
+    const fetchData = async () => {
+      const data = await fetch(GEOARROW_POINT_DATA);
+      const buffer = await data.arrayBuffer();
+      const table = arrow.tableFromIPC(buffer);
+      setTable(table);
+    };
+
+    if (!table) {
+      fetchData().catch(console.error);
+    }
+  });
+
+  const layers: Layer[] = [];
+
+  // Scenario 1: Just pass the table to the layer, with no additional properties. As the layer is a GeoArrowLayer, it should automatically detect the columns that are needed for the visualization.
+  // table &&
+  //   layers.push(
+  //     new GeoArrowHeatmapLayer({
+  //       id: "geoarrow-heatmap",
+  //       data: table,
+  //     }),
+  //   );
+
+  // Scenario 2: pass a getWeight function returning a random number, which
+  // avoids the error in the construction, but do not render anything.
+  table &&
+    layers.push(
+      new GeoArrowHeatmapLayer({
+        id: "geoarrow-heatmap",
+        data: table,
+        getWeight: (d: any) => Math.random() * 100 + 1,
+      }),
+    );
+
+  return (
+    <DeckGL
+      initialViewState={INITIAL_VIEW_STATE}
+      controller={true}
+      layers={layers}
+      ContextProvider={MapContext.Provider}
+      onClick={onClick}
+    >
+      <StaticMap mapStyle={MAP_STYLE} />
+      <NavigationControl style={NAV_CONTROL_STYLE} />
+    </DeckGL>
+  );
+}
+
+/* global document */
+const container = document.body.appendChild(document.createElement("div"));
+createRoot(container).render(<Root />);
diff --git a/examples/heatmap/generate_data.py b/examples/heatmap/generate_data.py
new file mode 100644
index 0000000..ae2498a
--- /dev/null
+++ b/examples/heatmap/generate_data.py
@@ -0,0 +1,49 @@
+from pathlib import Path
+
+import geopandas as gpd
+import pandas as pd
+import pyarrow as pa
+import pyarrow.feather as feather
+import shapely
+from lonboard._geoarrow.geopandas_interop import geopandas_to_geoarrow
+from lonboard.colormap import apply_continuous_cmap
+from palettable.colorbrewer.diverging import BrBG_10
+
+url = "https://ookla-open-data.s3.us-west-2.amazonaws.com/parquet/performance/type=mobile/year=2019/quarter=1/2019-01-01_performance_mobile_tiles.parquet"
+
+path = Path("2019-01-01_performance_mobile_tiles.parquet")
+
+
+def main():
+    if not path.exists():
+        msg = f"Please download file to this directory from {url=}."
+        raise ValueError(msg)
+
+    df = pd.read_parquet(path)
+    centroids = shapely.centroid(shapely.from_wkt(df["tile"]))
+
+    # Save space by using a smaller data type
+    df_cols = ["avg_d_kbps", "avg_u_kbps", "avg_lat_ms"]
+    for col in df_cols:
+        df[col] = pd.to_numeric(df[col], downcast="unsigned")
+
+    gdf = gpd.GeoDataFrame(df[df_cols], geometry=centroids)
+    table = geopandas_to_geoarrow(gdf, preserve_index=False)
+
+    min_bound = 5000
+    max_bound = 50000
+    download_speed = gdf["avg_d_kbps"]
+    normalized_download_speed = (download_speed - min_bound) / (max_bound - min_bound)
+
+    colors = apply_continuous_cmap(normalized_download_speed, BrBG_10)
+    table = table.append_column(
+        "colors", pa.FixedSizeListArray.from_arrays(colors.flatten("C"), 3)
+    )
+
+    feather.write_feather(
+        table, "2019-01-01_performance_mobile_tiles.feather", compression="uncompressed"
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/heatmap/index.html b/examples/heatmap/index.html
new file mode 100644
index 0000000..2f9fb18
--- /dev/null
+++ b/examples/heatmap/index.html
@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="utf-8">
+  <title>deck.gl GeoArrowPointLayer Example</title>
+  <style>
+    body {margin: 0; width: 100vw; height: 100vh; overflow: hidden;}
+  </style>
+</head>
+<body>
+</body>
+<script type="module" src="app.tsx"></script>
+</html>
diff --git a/examples/heatmap/package.json b/examples/heatmap/package.json
new file mode 100644
index 0000000..69fe159
--- /dev/null
+++ b/examples/heatmap/package.json
@@ -0,0 +1,27 @@
+{
+  "name": "deckgl-example-geoarrow-heatmap-layer",
+  "version": "0.0.0",
+  "private": true,
+  "license": "MIT",
+  "scripts": {
+    "start": "vite --open",
+    "build": "vite build"
+  },
+  "dependencies": {
+    "@loaders.gl/compression": "^4.1.4",
+    "@loaders.gl/crypto": "^4.1.4",
+    "apache-arrow": ">=14",
+    "deck.gl": "^9.0.27",
+    "react": "^18.0.0",
+    "react-dom": "^18.0.0",
+    "react-map-gl": "^5.3.0"
+  },
+  "devDependencies": {
+    "@types/react": "^18.0.0",
+    "@types/react-dom": "^18.0.0",
+    "vite": "^4.0.0"
+  },
+  "volta": {
+    "extends": "../../package.json"
+  }
+}
diff --git a/examples/heatmap/poetry.lock b/examples/heatmap/poetry.lock
new file mode 100644
index 0000000..a39bdad
--- /dev/null
+++ b/examples/heatmap/poetry.lock
@@ -0,0 +1,1414 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "anywidget"
+version = "0.6.5"
+description = "custom jupyter widgets made easy"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "anywidget-0.6.5-py3-none-any.whl", hash = "sha256:20e8cabbb5bdb1fdfe114aa18b7418f3480f365e78554f33c2717eb280a97bba"},
+    {file = "anywidget-0.6.5.tar.gz", hash = "sha256:a6bae24aabf2d92f544675df4c463cf25b2c53bd7f715dfc7a0488aa72c713e4"},
+]
+
+[package.dependencies]
+ipywidgets = ">=7.6.0"
+psygnal = ">=0.8.1"
+typing-extensions = ">=4.2.0"
+
+[package.extras]
+dev = ["comm (>=0.1.0)", "watchfiles (>=0.18.0)"]
+test = ["black[jupyter]", "ipython (<8.13)", "msgspec", "pydantic", "pytest", "pytest-cov", "ruff"]
+
+[[package]]
+name = "appnope"
+version = "0.1.3"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = "*"
+files = [
+    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
+    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+]
+
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+
+[[package]]
+name = "attrs"
+version = "23.1.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "click-plugins"
+version = "1.1.1"
+description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
+optional = false
+python-versions = "*"
+files = [
+    {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"},
+    {file = "click_plugins-1.1.1-py2.py3-none-any.whl", hash = "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"},
+]
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"]
+
+[[package]]
+name = "cligj"
+version = "0.7.2"
+description = "Click params for commmand line interfaces to GeoJSON"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+files = [
+    {file = "cligj-0.7.2-py3-none-any.whl", hash = "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df"},
+    {file = "cligj-0.7.2.tar.gz", hash = "sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27"},
+]
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+test = ["pytest-cov"]
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "comm"
+version = "0.2.0"
+description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "comm-0.2.0-py3-none-any.whl", hash = "sha256:2da8d9ebb8dd7bfc247adaff99f24dce705638a8042b85cb995066793e391001"},
+    {file = "comm-0.2.0.tar.gz", hash = "sha256:a517ea2ca28931c7007a7a99c562a0fa5883cfb48963140cf642c41c948498be"},
+]
+
+[package.dependencies]
+traitlets = ">=4"
+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
+name = "contourpy"
+version = "1.2.0"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "contourpy-1.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0274c1cb63625972c0c007ab14dd9ba9e199c36ae1a231ce45d725cbcbfd10a8"},
+    {file = "contourpy-1.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ab459a1cbbf18e8698399c595a01f6dcc5c138220ca3ea9e7e6126232d102bb4"},
+    {file = "contourpy-1.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6fdd887f17c2f4572ce548461e4f96396681212d858cae7bd52ba3310bc6f00f"},
+    {file = "contourpy-1.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5d16edfc3fc09968e09ddffada434b3bf989bf4911535e04eada58469873e28e"},
+    {file = "contourpy-1.2.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1c203f617abc0dde5792beb586f827021069fb6d403d7f4d5c2b543d87edceb9"},
+    {file = "contourpy-1.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b69303ceb2e4d4f146bf82fda78891ef7bcd80c41bf16bfca3d0d7eb545448aa"},
+    {file = "contourpy-1.2.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:884c3f9d42d7218304bc74a8a7693d172685c84bd7ab2bab1ee567b769696df9"},
+    {file = "contourpy-1.2.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4a1b1208102be6e851f20066bf0e7a96b7d48a07c9b0cfe6d0d4545c2f6cadab"},
+    {file = "contourpy-1.2.0-cp310-cp310-win32.whl", hash = "sha256:34b9071c040d6fe45d9826cbbe3727d20d83f1b6110d219b83eb0e2a01d79488"},
+    {file = "contourpy-1.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:bd2f1ae63998da104f16a8b788f685e55d65760cd1929518fd94cd682bf03e41"},
+    {file = "contourpy-1.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:dd10c26b4eadae44783c45ad6655220426f971c61d9b239e6f7b16d5cdaaa727"},
+    {file = "contourpy-1.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5c6b28956b7b232ae801406e529ad7b350d3f09a4fde958dfdf3c0520cdde0dd"},
+    {file = "contourpy-1.2.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ebeac59e9e1eb4b84940d076d9f9a6cec0064e241818bcb6e32124cc5c3e377a"},
+    {file = "contourpy-1.2.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:139d8d2e1c1dd52d78682f505e980f592ba53c9f73bd6be102233e358b401063"},
+    {file = "contourpy-1.2.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1e9dc350fb4c58adc64df3e0703ab076f60aac06e67d48b3848c23647ae4310e"},
+    {file = "contourpy-1.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18fc2b4ed8e4a8fe849d18dce4bd3c7ea637758c6343a1f2bae1e9bd4c9f4686"},
+    {file = "contourpy-1.2.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:16a7380e943a6d52472096cb7ad5264ecee36ed60888e2a3d3814991a0107286"},
+    {file = "contourpy-1.2.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:8d8faf05be5ec8e02a4d86f616fc2a0322ff4a4ce26c0f09d9f7fb5330a35c95"},
+    {file = "contourpy-1.2.0-cp311-cp311-win32.whl", hash = "sha256:67b7f17679fa62ec82b7e3e611c43a016b887bd64fb933b3ae8638583006c6d6"},
+    {file = "contourpy-1.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:99ad97258985328b4f207a5e777c1b44a83bfe7cf1f87b99f9c11d4ee477c4de"},
+    {file = "contourpy-1.2.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:575bcaf957a25d1194903a10bc9f316c136c19f24e0985a2b9b5608bdf5dbfe0"},
+    {file = "contourpy-1.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9e6c93b5b2dbcedad20a2f18ec22cae47da0d705d454308063421a3b290d9ea4"},
+    {file = "contourpy-1.2.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:464b423bc2a009088f19bdf1f232299e8b6917963e2b7e1d277da5041f33a779"},
+    {file = "contourpy-1.2.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:68ce4788b7d93e47f84edd3f1f95acdcd142ae60bc0e5493bfd120683d2d4316"},
+    {file = "contourpy-1.2.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d7d1f8871998cdff5d2ff6a087e5e1780139abe2838e85b0b46b7ae6cc25399"},
+    {file = "contourpy-1.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e739530c662a8d6d42c37c2ed52a6f0932c2d4a3e8c1f90692ad0ce1274abe0"},
+    {file = "contourpy-1.2.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:247b9d16535acaa766d03037d8e8fb20866d054d3c7fbf6fd1f993f11fc60ca0"},
+    {file = "contourpy-1.2.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:461e3ae84cd90b30f8d533f07d87c00379644205b1d33a5ea03381edc4b69431"},
+    {file = "contourpy-1.2.0-cp312-cp312-win32.whl", hash = "sha256:1c2559d6cffc94890b0529ea7eeecc20d6fadc1539273aa27faf503eb4656d8f"},
+    {file = "contourpy-1.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:491b1917afdd8638a05b611a56d46587d5a632cabead889a5440f7c638bc6ed9"},
+    {file = "contourpy-1.2.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5fd1810973a375ca0e097dee059c407913ba35723b111df75671a1976efa04bc"},
+    {file = "contourpy-1.2.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:999c71939aad2780f003979b25ac5b8f2df651dac7b38fb8ce6c46ba5abe6ae9"},
+    {file = "contourpy-1.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b7caf9b241464c404613512d5594a6e2ff0cc9cb5615c9475cc1d9b514218ae8"},
+    {file = "contourpy-1.2.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:266270c6f6608340f6c9836a0fb9b367be61dde0c9a9a18d5ece97774105ff3e"},
+    {file = "contourpy-1.2.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dbd50d0a0539ae2e96e537553aff6d02c10ed165ef40c65b0e27e744a0f10af8"},
+    {file = "contourpy-1.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:11f8d2554e52f459918f7b8e6aa20ec2a3bce35ce95c1f0ef4ba36fbda306df5"},
+    {file = "contourpy-1.2.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ce96dd400486e80ac7d195b2d800b03e3e6a787e2a522bfb83755938465a819e"},
+    {file = "contourpy-1.2.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6d3364b999c62f539cd403f8123ae426da946e142312a514162adb2addd8d808"},
+    {file = "contourpy-1.2.0-cp39-cp39-win32.whl", hash = "sha256:1c88dfb9e0c77612febebb6ac69d44a8d81e3dc60f993215425b62c1161353f4"},
+    {file = "contourpy-1.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:78e6ad33cf2e2e80c5dfaaa0beec3d61face0fb650557100ee36db808bfa6843"},
+    {file = "contourpy-1.2.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:be16975d94c320432657ad2402f6760990cb640c161ae6da1363051805fa8108"},
+    {file = "contourpy-1.2.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b95a225d4948b26a28c08307a60ac00fb8671b14f2047fc5476613252a129776"},
+    {file = "contourpy-1.2.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:0d7e03c0f9a4f90dc18d4e77e9ef4ec7b7bbb437f7f675be8e530d65ae6ef956"},
+    {file = "contourpy-1.2.0.tar.gz", hash = "sha256:171f311cb758de7da13fc53af221ae47a5877be5a0843a9fe150818c51ed276a"},
+]
+
+[package.dependencies]
+numpy = ">=1.20,<2.0"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
+
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
+]
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
+
+[[package]]
+name = "exceptiongroup"
+version = "1.1.3"
+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
+    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
+]
+
+[package.extras]
+test = ["pytest (>=6)"]
+
+[[package]]
+name = "executing"
+version = "2.0.1"
+description = "Get the currently executing AST node of a frame, and other information"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"},
+    {file = "executing-2.0.1.tar.gz", hash = "sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147"},
+]
+
+[package.extras]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
+
+[[package]]
+name = "fiona"
+version = "1.9.5"
+description = "Fiona reads and writes spatial data files"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "fiona-1.9.5-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:5f40a40529ecfca5294260316cf987a0420c77a2f0cf0849f529d1afbccd093e"},
+    {file = "fiona-1.9.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:374efe749143ecb5cfdd79b585d83917d2bf8ecfbfc6953c819586b336ce9c63"},
+    {file = "fiona-1.9.5-cp310-cp310-manylinux2014_x86_64.whl", hash = "sha256:35dae4b0308eb44617cdc4461ceb91f891d944fdebbcba5479efe524ec5db8de"},
+    {file = "fiona-1.9.5-cp310-cp310-win_amd64.whl", hash = "sha256:5b4c6a3df53bee8f85bb46685562b21b43346be1fe96419f18f70fa1ab8c561c"},
+    {file = "fiona-1.9.5-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:6ad04c1877b9fd742871b11965606c6a52f40706f56a48d66a87cc3073943828"},
+    {file = "fiona-1.9.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9fb9a24a8046c724787719e20557141b33049466145fc3e665764ac7caf5748c"},
+    {file = "fiona-1.9.5-cp311-cp311-manylinux2014_x86_64.whl", hash = "sha256:d722d7f01a66f4ab6cd08d156df3fdb92f0669cf5f8708ddcb209352f416f241"},
+    {file = "fiona-1.9.5-cp311-cp311-win_amd64.whl", hash = "sha256:7ede8ddc798f3d447536080c6db9a5fb73733ad8bdb190cb65eed4e289dd4c50"},
+    {file = "fiona-1.9.5-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:8b098054a27c12afac4f819f98cb4d4bf2db9853f70b0c588d7d97d26e128c39"},
+    {file = "fiona-1.9.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6d9f29e9bcbb33232ff7fa98b4a3c2234db910c1dc6c4147fc36c0b8b930f2e0"},
+    {file = "fiona-1.9.5-cp312-cp312-manylinux2014_x86_64.whl", hash = "sha256:f1af08da4ecea5036cb81c9131946be4404245d1b434b5b24fd3871a1d4030d9"},
+    {file = "fiona-1.9.5-cp312-cp312-win_amd64.whl", hash = "sha256:c521e1135c78dec0d7774303e5a1b4c62e0efb0e602bb8f167550ef95e0a2691"},
+    {file = "fiona-1.9.5-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:fce4b1dd98810cabccdaa1828430c7402d283295c2ae31bea4f34188ea9e88d7"},
+    {file = "fiona-1.9.5-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:3ea04ec2d8c57b5f81a31200fb352cb3242aa106fc3e328963f30ffbdf0ff7c8"},
+    {file = "fiona-1.9.5-cp37-cp37m-win_amd64.whl", hash = "sha256:4877cc745d9e82b12b3eafce3719db75759c27bd8a695521202135b36b58c2e7"},
+    {file = "fiona-1.9.5-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:ac2c250f509ec19fad7959d75b531984776517ef3c1222d1cc5b4f962825880b"},
+    {file = "fiona-1.9.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4df21906235928faad856c288cfea0298e9647f09c9a69a230535cbc8eadfa21"},
+    {file = "fiona-1.9.5-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:81d502369493687746cb8d3cd77e5ada4447fb71d513721c9a1826e4fb32b23a"},
+    {file = "fiona-1.9.5-cp38-cp38-win_amd64.whl", hash = "sha256:ce3b29230ef70947ead4e701f3f82be81082b7f37fd4899009b1445cc8fc276a"},
+    {file = "fiona-1.9.5-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:8b53ce8de773fcd5e2e102e833c8c58479edd8796a522f3d83ef9e08b62bfeea"},
+    {file = "fiona-1.9.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:bd2355e859a1cd24a3e485c6dc5003129f27a2051629def70036535ffa7e16a4"},
+    {file = "fiona-1.9.5-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:9a2da52f865db1aff0eaf41cdd4c87a7c079b3996514e8e7a1ca38457309e825"},
+    {file = "fiona-1.9.5-cp39-cp39-win_amd64.whl", hash = "sha256:cfef6db5b779d463298b1113b50daa6c5b55f26f834dc9e37752116fa17277c1"},
+    {file = "fiona-1.9.5.tar.gz", hash = "sha256:99e2604332caa7692855c2ae6ed91e1fffdf9b59449aa8032dd18e070e59a2f7"},
+]
+
+[package.dependencies]
+attrs = ">=19.2.0"
+certifi = "*"
+click = ">=8.0,<9.0"
+click-plugins = ">=1.0"
+cligj = ">=0.5"
+importlib-metadata = {version = "*", markers = "python_version < \"3.10\""}
+setuptools = "*"
+six = "*"
+
+[package.extras]
+all = ["Fiona[calc,s3,test]"]
+calc = ["shapely"]
+s3 = ["boto3 (>=1.3.1)"]
+test = ["Fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
+
+[[package]]
+name = "fonttools"
+version = "4.44.0"
+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fonttools-4.44.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1cd1c6bb097e774d68402499ff66185190baaa2629ae2f18515a2c50b93db0c"},
+    {file = "fonttools-4.44.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b9eab7f9837fdaa2a10a524fbcc2ec24bf60637c044b6e4a59c3f835b90f0fae"},
+    {file = "fonttools-4.44.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0f412954275e594f7a51c16f3b3edd850acb0d842fefc33856b63a17e18499a5"},
+    {file = "fonttools-4.44.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50d25893885e80a5955186791eed5579f1e75921751539cc1dc3ffd1160b48cf"},
+    {file = "fonttools-4.44.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:22ea8aa7b3712450b42b044702bd3a64fd118006bad09a6f94bd1b227088492e"},
+    {file = "fonttools-4.44.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:df40daa6c03b98652ffe8110ae014fe695437f6e1cb5a07e16ea37f40e73ac86"},
+    {file = "fonttools-4.44.0-cp310-cp310-win32.whl", hash = "sha256:bca49da868e8bde569ef36f0cc1b6de21d56bf9c3be185c503b629c19a185287"},
+    {file = "fonttools-4.44.0-cp310-cp310-win_amd64.whl", hash = "sha256:dbac86d83d96099890e731cc2af97976ff2c98f4ba432fccde657c5653a32f1c"},
+    {file = "fonttools-4.44.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e8ff7d19a6804bfd561cfcec9b4200dd1788e28f7de4be70189801530c47c1b3"},
+    {file = "fonttools-4.44.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a8a1fa9a718de0bc026979c93e1e9b55c5efde60d76f91561fd713387573817d"},
+    {file = "fonttools-4.44.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05064f95aacdfc06f21e55096c964b2228d942b8675fa26995a2551f6329d2d"},
+    {file = "fonttools-4.44.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31b38528f25bc662401e6ffae14b3eb7f1e820892fd80369a37155e3b636a2f4"},
+    {file = "fonttools-4.44.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:05d7c4d2c95b9490e669f3cb83918799bf1c838619ac6d3bad9ea017cfc63f2e"},
+    {file = "fonttools-4.44.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:6999e80a125b0cd8e068d0210b63323f17338038c2ecd2e11b9209ec430fe7f2"},
+    {file = "fonttools-4.44.0-cp311-cp311-win32.whl", hash = "sha256:a7aec7f5d14dfcd71fb3ebc299b3f000c21fdc4043079101777ed2042ba5b7c5"},
+    {file = "fonttools-4.44.0-cp311-cp311-win_amd64.whl", hash = "sha256:518a945dbfe337744bfff31423c1430303b8813c5275dffb0f2577f0734a1189"},
+    {file = "fonttools-4.44.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:59b6ad83cce067d10f4790c037a5904424f45bebb5e7be2eb2db90402f288267"},
+    {file = "fonttools-4.44.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c2de1fb18198acd400c45ffe2aef5420c8d55fde903e91cba705596099550f3b"},
+    {file = "fonttools-4.44.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:84f308b7a8d28208d54315d11d35f9888d6d607673dd4d42d60b463682ee0400"},
+    {file = "fonttools-4.44.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66bc6efd829382f7a7e6cf33c2fb32b13edc8a239eb15f32acbf197dce7a0165"},
+    {file = "fonttools-4.44.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:a8b99713d3a0d0e876b6aecfaada5e7dc9fe979fcd90ef9fa0ba1d9b9aed03f2"},
+    {file = "fonttools-4.44.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:b63da598d9cbc52e2381f922da0e94d60c0429f92207bd3fb04d112fc82ea7cb"},
+    {file = "fonttools-4.44.0-cp312-cp312-win32.whl", hash = "sha256:f611c97678604e302b725f71626edea113a5745a7fb557c958b39edb6add87d5"},
+    {file = "fonttools-4.44.0-cp312-cp312-win_amd64.whl", hash = "sha256:58af428746fa73a2edcbf26aff33ac4ef3c11c8d75bb200eaea2f7e888d2de4e"},
+    {file = "fonttools-4.44.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:9ee8692e23028564c13d924004495f284df8ac016a19f17a87251210e1f1f928"},
+    {file = "fonttools-4.44.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:dab3d00d27b1a79ae4d4a240e8ceea8af0ff049fd45f05adb4f860d93744110d"},
+    {file = "fonttools-4.44.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f53526668beccdb3409c6055a4ffe50987a7f05af6436fa55d61f5e7bd450219"},
+    {file = "fonttools-4.44.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3da036b016c975c2d8c69005bdc4d5d16266f948a7fab950244e0f58301996a"},
+    {file = "fonttools-4.44.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:b99fe8ef4093f672d00841569d2d05691e50334d79f4d9c15c1265d76d5580d2"},
+    {file = "fonttools-4.44.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:6d16d9634ff1e5cea2cf4a8cbda9026f766e4b5f30b48f8180f0e99133d3abfc"},
+    {file = "fonttools-4.44.0-cp38-cp38-win32.whl", hash = "sha256:3d29509f6e05e8d725db59c2d8c076223d793e4e35773040be6632a0349f2f97"},
+    {file = "fonttools-4.44.0-cp38-cp38-win_amd64.whl", hash = "sha256:d4fa4f4bc8fd86579b8cdbe5e948f35d82c0eda0091c399d009b2a5a6b61c040"},
+    {file = "fonttools-4.44.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c794de4086f06ae609b71ac944ec7deb09f34ecf73316fddc041087dd24bba39"},
+    {file = "fonttools-4.44.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2db63941fee3122e31a21dd0f5b2138ce9906b661a85b63622421d3654a74ae2"},
+    {file = "fonttools-4.44.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eb01c49c8aa035d5346f46630209923d4927ed15c2493db38d31da9f811eb70d"},
+    {file = "fonttools-4.44.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:46c79af80a835410874683b5779b6c1ec1d5a285e11c45b5193e79dd691eb111"},
+    {file = "fonttools-4.44.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b6e6aa2d066f8dafd06d8d0799b4944b5d5a1f015dd52ac01bdf2895ebe169a0"},
+    {file = "fonttools-4.44.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:63a3112f753baef8c6ac2f5f574bb9ac8001b86c8c0c0380039db47a7f512d20"},
+    {file = "fonttools-4.44.0-cp39-cp39-win32.whl", hash = "sha256:54efed22b2799a85475e6840e907c402ba49892c614565dc770aa97a53621b2b"},
+    {file = "fonttools-4.44.0-cp39-cp39-win_amd64.whl", hash = "sha256:2e91e19b583961979e2e5a701269d3cfc07418963bee717f8160b0a24332826b"},
+    {file = "fonttools-4.44.0-py3-none-any.whl", hash = "sha256:b9beb0fa6ff3ea808ad4a6962d68ac0f140ddab080957b20d9e268e4d67fb335"},
+    {file = "fonttools-4.44.0.tar.gz", hash = "sha256:4e90dd81b6e0d97ebfe52c0d12a17a9ef7f305d6bfbb93081265057d6092f252"},
+]
+
+[package.extras]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["munkres", "scipy"]
+lxml = ["lxml (>=4.0,<5)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=15.1.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+
+[[package]]
+name = "geopandas"
+version = "0.14.0"
+description = "Geographic pandas extensions"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "geopandas-0.14.0-py3-none-any.whl", hash = "sha256:a402a565e727642cb44a500c911f226eea26c1b1247c6586827031e3d7a9403a"},
+    {file = "geopandas-0.14.0.tar.gz", hash = "sha256:ea6c031889e1e1888aecaa6e182ca620d78f63551c49b3002a998bcbb280531f"},
+]
+
+[package.dependencies]
+fiona = ">=1.8.21"
+packaging = "*"
+pandas = ">=1.4.0"
+pyproj = ">=3.3.0"
+shapely = ">=1.8.0"
+
+[[package]]
+name = "importlib-metadata"
+version = "6.8.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
+    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+]
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+
+[[package]]
+name = "importlib-resources"
+version = "6.1.1"
+description = "Read resources from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_resources-6.1.1-py3-none-any.whl", hash = "sha256:e8bf90d8213b486f428c9c39714b920041cb02c184686a3dee24905aaa8105d6"},
+    {file = "importlib_resources-6.1.1.tar.gz", hash = "sha256:3893a00122eafde6894c59914446a512f728a0c1a45f9bb9b63721b6bacf0b4a"},
+]
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+
+[[package]]
+name = "ipython"
+version = "8.17.2"
+description = "IPython: Productive Interactive Computing"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "ipython-8.17.2-py3-none-any.whl", hash = "sha256:1e4d1d666a023e3c93585ba0d8e962867f7a111af322efff6b9c58062b3e5444"},
+    {file = "ipython-8.17.2.tar.gz", hash = "sha256:126bb57e1895594bb0d91ea3090bbd39384f6fe87c3d57fd558d0670f50339bb"},
+]
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+pygments = ">=2.4.0"
+stack-data = "*"
+traitlets = ">=5"
+typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
+
+[package.extras]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+black = ["black"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["ipywidgets", "notebook"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
+
+[[package]]
+name = "ipywidgets"
+version = "8.1.1"
+description = "Jupyter interactive widgets"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ipywidgets-8.1.1-py3-none-any.whl", hash = "sha256:2b88d728656aea3bbfd05d32c747cfd0078f9d7e159cf982433b58ad717eed7f"},
+    {file = "ipywidgets-8.1.1.tar.gz", hash = "sha256:40211efb556adec6fa450ccc2a77d59ca44a060f4f9f136833df59c9f538e6e8"},
+]
+
+[package.dependencies]
+comm = ">=0.1.3"
+ipython = ">=6.1.0"
+jupyterlab-widgets = ">=3.0.9,<3.1.0"
+traitlets = ">=4.3.1"
+widgetsnbextension = ">=4.0.9,<4.1.0"
+
+[package.extras]
+test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
+
+[[package]]
+name = "jedi"
+version = "0.19.1"
+description = "An autocompletion tool for Python that can be used for text editors."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+]
+
+[package.dependencies]
+parso = ">=0.8.3,<0.9.0"
+
+[package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+
+[[package]]
+name = "jupyterlab-widgets"
+version = "3.0.9"
+description = "Jupyter interactive widgets for JupyterLab"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyterlab_widgets-3.0.9-py3-none-any.whl", hash = "sha256:3cf5bdf5b897bf3bccf1c11873aa4afd776d7430200f765e0686bd352487b58d"},
+    {file = "jupyterlab_widgets-3.0.9.tar.gz", hash = "sha256:6005a4e974c7beee84060fdfba341a3218495046de8ae3ec64888e5fe19fdb4c"},
+]
+
+[[package]]
+name = "kiwisolver"
+version = "1.4.5"
+description = "A fast implementation of the Cassowary constraint solver"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6ef7afcd2d281494c0a9101d5c571970708ad911d028137cd558f02b851c08b4"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:9eaa8b117dc8337728e834b9c6e2611f10c79e38f65157c4c38e9400286f5cb1"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ec20916e7b4cbfb1f12380e46486ec4bcbaa91a9c448b97023fde0d5bbf9e4ff"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39b42c68602539407884cf70d6a480a469b93b81b7701378ba5e2328660c847a"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aa12042de0171fad672b6c59df69106d20d5596e4f87b5e8f76df757a7c399aa"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2a40773c71d7ccdd3798f6489aaac9eee213d566850a9533f8d26332d626b82c"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:19df6e621f6d8b4b9c4d45f40a66839294ff2bb235e64d2178f7522d9170ac5b"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:83d78376d0d4fd884e2c114d0621624b73d2aba4e2788182d286309ebdeed770"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:e391b1f0a8a5a10ab3b9bb6afcfd74f2175f24f8975fb87ecae700d1503cdee0"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:852542f9481f4a62dbb5dd99e8ab7aedfeb8fb6342349a181d4036877410f525"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:59edc41b24031bc25108e210c0def6f6c2191210492a972d585a06ff246bb79b"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-win32.whl", hash = "sha256:a6aa6315319a052b4ee378aa171959c898a6183f15c1e541821c5c59beaa0238"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-win_amd64.whl", hash = "sha256:d0ef46024e6a3d79c01ff13801cb19d0cad7fd859b15037aec74315540acc276"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:11863aa14a51fd6ec28688d76f1735f8f69ab1fabf388851a595d0721af042f5"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8ab3919a9997ab7ef2fbbed0cc99bb28d3c13e6d4b1ad36e97e482558a91be90"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fcc700eadbbccbf6bc1bcb9dbe0786b4b1cb91ca0dcda336eef5c2beed37b797"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dfdd7c0b105af050eb3d64997809dc21da247cf44e63dc73ff0fd20b96be55a9"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76c6a5964640638cdeaa0c359382e5703e9293030fe730018ca06bc2010c4437"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bbea0db94288e29afcc4c28afbf3a7ccaf2d7e027489c449cf7e8f83c6346eb9"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ceec1a6bc6cab1d6ff5d06592a91a692f90ec7505d6463a88a52cc0eb58545da"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:040c1aebeda72197ef477a906782b5ab0d387642e93bda547336b8957c61022e"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:f91de7223d4c7b793867797bacd1ee53bfe7359bd70d27b7b58a04efbb9436c8"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:faae4860798c31530dd184046a900e652c95513796ef51a12bc086710c2eec4d"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:b0157420efcb803e71d1b28e2c287518b8808b7cf1ab8af36718fd0a2c453eb0"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:06f54715b7737c2fecdbf140d1afb11a33d59508a47bf11bb38ecf21dc9ab79f"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:fdb7adb641a0d13bdcd4ef48e062363d8a9ad4a182ac7647ec88f695e719ae9f"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-win32.whl", hash = "sha256:bb86433b1cfe686da83ce32a9d3a8dd308e85c76b60896d58f082136f10bffac"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-win_amd64.whl", hash = "sha256:6c08e1312a9cf1074d17b17728d3dfce2a5125b2d791527f33ffbe805200a355"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:32d5cf40c4f7c7b3ca500f8985eb3fb3a7dfc023215e876f207956b5ea26632a"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f846c260f483d1fd217fe5ed7c173fb109efa6b1fc8381c8b7552c5781756192"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5ff5cf3571589b6d13bfbfd6bcd7a3f659e42f96b5fd1c4830c4cf21d4f5ef45"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7269d9e5f1084a653d575c7ec012ff57f0c042258bf5db0954bf551c158466e7"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da802a19d6e15dffe4b0c24b38b3af68e6c1a68e6e1d8f30148c83864f3881db"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3aba7311af82e335dd1e36ffff68aaca609ca6290c2cb6d821a39aa075d8e3ff"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:763773d53f07244148ccac5b084da5adb90bfaee39c197554f01b286cf869228"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2270953c0d8cdab5d422bee7d2007f043473f9d2999631c86a223c9db56cbd16"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d099e745a512f7e3bbe7249ca835f4d357c586d78d79ae8f1dcd4d8adeb9bda9"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:74db36e14a7d1ce0986fa104f7d5637aea5c82ca6326ed0ec5694280942d1162"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:7e5bab140c309cb3a6ce373a9e71eb7e4873c70c2dda01df6820474f9889d6d4"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:0f114aa76dc1b8f636d077979c0ac22e7cd8f3493abbab152f20eb8d3cda71f3"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:88a2df29d4724b9237fc0c6eaf2a1adae0cdc0b3e9f4d8e7dc54b16812d2d81a"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-win32.whl", hash = "sha256:72d40b33e834371fd330fb1472ca19d9b8327acb79a5821d4008391db8e29f20"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-win_amd64.whl", hash = "sha256:2c5674c4e74d939b9d91dda0fae10597ac7521768fec9e399c70a1f27e2ea2d9"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3a2b053a0ab7a3960c98725cfb0bf5b48ba82f64ec95fe06f1d06c99b552e130"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3cd32d6c13807e5c66a7cbb79f90b553642f296ae4518a60d8d76243b0ad2898"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:59ec7b7c7e1a61061850d53aaf8e93db63dce0c936db1fda2658b70e4a1be709"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da4cfb373035def307905d05041c1d06d8936452fe89d464743ae7fb8371078b"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2400873bccc260b6ae184b2b8a4fec0e4082d30648eadb7c3d9a13405d861e89"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:1b04139c4236a0f3aff534479b58f6f849a8b351e1314826c2d230849ed48985"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:4e66e81a5779b65ac21764c295087de82235597a2293d18d943f8e9e32746265"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:7931d8f1f67c4be9ba1dd9c451fb0eeca1a25b89e4d3f89e828fe12a519b782a"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:b3f7e75f3015df442238cca659f8baa5f42ce2a8582727981cbfa15fee0ee205"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:bbf1d63eef84b2e8c89011b7f2235b1e0bf7dacc11cac9431fc6468e99ac77fb"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:4c380469bd3f970ef677bf2bcba2b6b0b4d5c75e7a020fb863ef75084efad66f"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-win32.whl", hash = "sha256:9408acf3270c4b6baad483865191e3e582b638b1654a007c62e3efe96f09a9a3"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-win_amd64.whl", hash = "sha256:5b94529f9b2591b7af5f3e0e730a4e0a41ea174af35a4fd067775f9bdfeee01a"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:11c7de8f692fc99816e8ac50d1d1aef4f75126eefc33ac79aac02c099fd3db71"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:53abb58632235cd154176ced1ae8f0d29a6657aa1aa9decf50b899b755bc2b93"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:88b9f257ca61b838b6f8094a62418421f87ac2a1069f7e896c36a7d86b5d4c29"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3195782b26fc03aa9c6913d5bad5aeb864bdc372924c093b0f1cebad603dd712"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fc579bf0f502e54926519451b920e875f433aceb4624a3646b3252b5caa9e0b6"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5a580c91d686376f0f7c295357595c5a026e6cbc3d77b7c36e290201e7c11ecb"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cfe6ab8da05c01ba6fbea630377b5da2cd9bcbc6338510116b01c1bc939a2c18"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:d2e5a98f0ec99beb3c10e13b387f8db39106d53993f498b295f0c914328b1333"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:a51a263952b1429e429ff236d2f5a21c5125437861baeed77f5e1cc2d2c7c6da"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:3edd2fa14e68c9be82c5b16689e8d63d89fe927e56debd6e1dbce7a26a17f81b"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:74d1b44c6cfc897df648cc9fdaa09bc3e7679926e6f96df05775d4fb3946571c"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:76d9289ed3f7501012e05abb8358bbb129149dbd173f1f57a1bf1c22d19ab7cc"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:92dea1ffe3714fa8eb6a314d2b3c773208d865a0e0d35e713ec54eea08a66250"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-win32.whl", hash = "sha256:5c90ae8c8d32e472be041e76f9d2f2dbff4d0b0be8bd4041770eddb18cf49a4e"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-win_amd64.whl", hash = "sha256:c7940c1dc63eb37a67721b10d703247552416f719c4188c54e04334321351ced"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:9407b6a5f0d675e8a827ad8742e1d6b49d9c1a1da5d952a67d50ef5f4170b18d"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:15568384086b6df3c65353820a4473575dbad192e35010f622c6ce3eebd57af9"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0dc9db8e79f0036e8173c466d21ef18e1befc02de8bf8aa8dc0813a6dc8a7046"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:cdc8a402aaee9a798b50d8b827d7ecf75edc5fb35ea0f91f213ff927c15f4ff0"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:6c3bd3cde54cafb87d74d8db50b909705c62b17c2099b8f2e25b461882e544ff"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:955e8513d07a283056b1396e9a57ceddbd272d9252c14f154d450d227606eb54"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:346f5343b9e3f00b8db8ba359350eb124b98c99efd0b408728ac6ebf38173958"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b9098e0049e88c6a24ff64545cdfc50807818ba6c1b739cae221bbbcbc58aad3"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:00bd361b903dc4bbf4eb165f24d1acbee754fce22ded24c3d56eec268658a5cf"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7b8b454bac16428b22560d0a1cf0a09875339cab69df61d7805bf48919415901"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:f1d072c2eb0ad60d4c183f3fb44ac6f73fb7a8f16a2694a91f988275cbf352f9"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:31a82d498054cac9f6d0b53d02bb85811185bcb477d4b60144f915f3b3126342"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6512cb89e334e4700febbffaaa52761b65b4f5a3cf33f960213d5656cea36a77"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-win32.whl", hash = "sha256:9db8ea4c388fdb0f780fe91346fd438657ea602d58348753d9fb265ce1bca67f"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-win_amd64.whl", hash = "sha256:59415f46a37f7f2efeec758353dd2eae1b07640d8ca0f0c42548ec4125492635"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5c7b3b3a728dc6faf3fc372ef24f21d1e3cee2ac3e9596691d746e5a536de920"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:620ced262a86244e2be10a676b646f29c34537d0d9cc8eb26c08f53d98013390"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:378a214a1e3bbf5ac4a8708304318b4f890da88c9e6a07699c4ae7174c09a68d"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aaf7be1207676ac608a50cd08f102f6742dbfc70e8d60c4db1c6897f62f71523"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:ba55dce0a9b8ff59495ddd050a0225d58bd0983d09f87cfe2b6aec4f2c1234e4"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:fd32ea360bcbb92d28933fc05ed09bffcb1704ba3fc7942e81db0fd4f81a7892"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:5e7139af55d1688f8b960ee9ad5adafc4ac17c1c473fe07133ac092310d76544"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:dced8146011d2bc2e883f9bd68618b8247387f4bbec46d7392b3c3b032640126"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9bf3325c47b11b2e51bca0824ea217c7cd84491d8ac4eefd1e409705ef092bd"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5794cf59533bc3f1b1c821f7206a3617999db9fbefc345360aafe2e067514929"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e368f200bbc2e4f905b8e71eb38b3c04333bddaa6a2464a6355487b02bb7fb09"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5d706eba36b4c4d5bc6c6377bb6568098765e990cfc21ee16d13963fab7b3e7"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85267bd1aa8880a9c88a8cb71e18d3d64d2751a790e6ca6c27b8ccc724bcd5ad"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:210ef2c3a1f03272649aff1ef992df2e724748918c4bc2d5a90352849eb40bea"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:11d011a7574eb3b82bcc9c1a1d35c1d7075677fdd15de527d91b46bd35e935ee"},
+    {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
+]
+
+[[package]]
+name = "lonboard"
+version = "0.3.0"
+description = "Python library for fast, interactive geospatial vector data visualization in Jupyter."
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "lonboard-0.3.0-py3-none-any.whl", hash = "sha256:74570b025cc1de9210f80c6334979bf9bb1e6532cf6b63be5de07b6da34582d6"},
+    {file = "lonboard-0.3.0.tar.gz", hash = "sha256:94abdeb81bf1bd60c0d82df09056751667a1075bd75b0d914d1d459be152d370"},
+]
+
+[package.dependencies]
+anywidget = ">=0.6.3,<0.7.0"
+geopandas = ">=0.13"
+matplotlib = ">=3.7,<4.0"
+palettable = ">=3.3.3,<4.0.0"
+pyarrow = ">=13.0.0,<14.0.0"
+shapely = ">=2,<3"
+
+[[package]]
+name = "matplotlib"
+version = "3.8.1"
+description = "Python plotting package"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "matplotlib-3.8.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:e11ab864323fa73ac1b7849688d9671c47a2665242e899785b4db1a375b547e1"},
+    {file = "matplotlib-3.8.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:43a9d40feb63c9e31a0b8b069dcbd74a912f59bdc0095d187126694cd26977e4"},
+    {file = "matplotlib-3.8.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:608ea2951838d391e45dec2e644888db6899c752d3c29e157af9dcefb3d7d8d5"},
+    {file = "matplotlib-3.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:82ec95b02e894561c21e066bd0c716e4b410df141ce9441aa5af6cd937e4ade2"},
+    {file = "matplotlib-3.8.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e3ad1759ad4a5245172c6d32b8ada603a6020d03211524c39d78d25c9a7dc0d2"},
+    {file = "matplotlib-3.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:20a0fdfd3ee836179047f3782be060057b878ad37f5abe29edf006a1ff3ecd73"},
+    {file = "matplotlib-3.8.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:7658b7073c1d6a2922ecc0ed41602410fae88586cb8a54f7a2063d537b6beaf7"},
+    {file = "matplotlib-3.8.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bf6889643d4560fcc56f9f0941f078e4df0d72a6c3e4ca548841fc13c5642664"},
+    {file = "matplotlib-3.8.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff842e27bc6a80de08c40e0bfdce460bd08080e8a94af131162b6a1b8948f2cc"},
+    {file = "matplotlib-3.8.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f99d07c0e753717775be7be39ab383453b4d8b629c9fa174596b970c6555890"},
+    {file = "matplotlib-3.8.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:f34b46dbb1db1f09bfa937cd5853e5f2af232caeeff509c3ab6e43fd33780eae"},
+    {file = "matplotlib-3.8.1-cp311-cp311-win_amd64.whl", hash = "sha256:1fcb49b6baf0375281979cbf26695ec10bd1cada1e311893e89533b3b70143e7"},
+    {file = "matplotlib-3.8.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:e17674ee127f78f26fea237e7f4d5cf910a8be82beb6260fedf358b88075b823"},
+    {file = "matplotlib-3.8.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d921c0270647ab11c3ef283efaaa3d46fd005ba233bfb3aea75231cdf3656de8"},
+    {file = "matplotlib-3.8.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2afe7d2f8c9e35e94fbcfcfd9b28f29cb32f0a9068cba469cf907428379c8db9"},
+    {file = "matplotlib-3.8.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5a504ff40f81d6233603475a45497a6dca37a873393fa20ae6f7dd6596ef72b"},
+    {file = "matplotlib-3.8.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:cd54bbf089953140905768ed4626d7223e1ad1d7e2a138410a9c4d3b865ccd80"},
+    {file = "matplotlib-3.8.1-cp312-cp312-win_amd64.whl", hash = "sha256:27502d2452208ae784c19504644f09f83742809143bbeae147617640930aa344"},
+    {file = "matplotlib-3.8.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:f55fb5ff02d999a100be28bf6ffe826e1867a54c7b465409685332c9dd48ffa5"},
+    {file = "matplotlib-3.8.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:afb72822ae410d62aa1a2920c6563cb5680de9078358f0e9474396c6c3e06be2"},
+    {file = "matplotlib-3.8.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:43cf368a4a1d8cbc426944806e5e183cead746647a64d2cdb786441546235967"},
+    {file = "matplotlib-3.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c54c55457c7f5ea4dfdba0020004fc7667f5c10c8d9b8010d735345acc06c9b8"},
+    {file = "matplotlib-3.8.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e3bb809b743653b5aab5d72ee45c8c937c28e147b0846b0826a54bece898608c"},
+    {file = "matplotlib-3.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:c1b0ecaa0d1f4fe1e30f625a2347f0034a89a7d17c39efbb502e554d92ee2f61"},
+    {file = "matplotlib-3.8.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ca84deaa38cb64b7dd160ca2046b45f7b5dbff2b0179642e1339fadc337446c9"},
+    {file = "matplotlib-3.8.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed3b29f54f6bbf3eaca4cbd23bc260155153ace63b7f597c474fa6fc6f386530"},
+    {file = "matplotlib-3.8.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:0d24c47a1bb47e392fbcd26fe322e4ff3431653ac1e8718e4e147d450ae97a44"},
+    {file = "matplotlib-3.8.1.tar.gz", hash = "sha256:044df81c1f6f3a8e52d70c4cfcb44e77ea9632a10929932870dfaa90de94365d"},
+]
+
+[package.dependencies]
+contourpy = ">=1.0.1"
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
+kiwisolver = ">=1.3.1"
+numpy = ">=1.21,<2"
+packaging = ">=20.0"
+pillow = ">=8"
+pyparsing = ">=2.3.1"
+python-dateutil = ">=2.7"
+
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.6"
+description = "Inline Matplotlib backend for Jupyter"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
+    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+]
+
+[package.dependencies]
+traitlets = "*"
+
+[[package]]
+name = "mypy-extensions"
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
+    {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
+]
+
+[[package]]
+name = "numpy"
+version = "1.25.2"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "numpy-1.25.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:db3ccc4e37a6873045580d413fe79b68e47a681af8db2e046f1dacfa11f86eb3"},
+    {file = "numpy-1.25.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:90319e4f002795ccfc9050110bbbaa16c944b1c37c0baeea43c5fb881693ae1f"},
+    {file = "numpy-1.25.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dfe4a913e29b418d096e696ddd422d8a5d13ffba4ea91f9f60440a3b759b0187"},
+    {file = "numpy-1.25.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f08f2e037bba04e707eebf4bc934f1972a315c883a9e0ebfa8a7756eabf9e357"},
+    {file = "numpy-1.25.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:bec1e7213c7cb00d67093247f8c4db156fd03075f49876957dca4711306d39c9"},
+    {file = "numpy-1.25.2-cp310-cp310-win32.whl", hash = "sha256:7dc869c0c75988e1c693d0e2d5b26034644399dd929bc049db55395b1379e044"},
+    {file = "numpy-1.25.2-cp310-cp310-win_amd64.whl", hash = "sha256:834b386f2b8210dca38c71a6e0f4fd6922f7d3fcff935dbe3a570945acb1b545"},
+    {file = "numpy-1.25.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c5462d19336db4560041517dbb7759c21d181a67cb01b36ca109b2ae37d32418"},
+    {file = "numpy-1.25.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c5652ea24d33585ea39eb6a6a15dac87a1206a692719ff45d53c5282e66d4a8f"},
+    {file = "numpy-1.25.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d60fbae8e0019865fc4784745814cff1c421df5afee233db6d88ab4f14655a2"},
+    {file = "numpy-1.25.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60e7f0f7f6d0eee8364b9a6304c2845b9c491ac706048c7e8cf47b83123b8dbf"},
+    {file = "numpy-1.25.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:bb33d5a1cf360304754913a350edda36d5b8c5331a8237268c48f91253c3a364"},
+    {file = "numpy-1.25.2-cp311-cp311-win32.whl", hash = "sha256:5883c06bb92f2e6c8181df7b39971a5fb436288db58b5a1c3967702d4278691d"},
+    {file = "numpy-1.25.2-cp311-cp311-win_amd64.whl", hash = "sha256:5c97325a0ba6f9d041feb9390924614b60b99209a71a69c876f71052521d42a4"},
+    {file = "numpy-1.25.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b79e513d7aac42ae918db3ad1341a015488530d0bb2a6abcbdd10a3a829ccfd3"},
+    {file = "numpy-1.25.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:eb942bfb6f84df5ce05dbf4b46673ffed0d3da59f13635ea9b926af3deb76926"},
+    {file = "numpy-1.25.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e0746410e73384e70d286f93abf2520035250aad8c5714240b0492a7302fdca"},
+    {file = "numpy-1.25.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7806500e4f5bdd04095e849265e55de20d8cc4b661b038957354327f6d9b295"},
+    {file = "numpy-1.25.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8b77775f4b7df768967a7c8b3567e309f617dd5e99aeb886fa14dc1a0791141f"},
+    {file = "numpy-1.25.2-cp39-cp39-win32.whl", hash = "sha256:2792d23d62ec51e50ce4d4b7d73de8f67a2fd3ea710dcbc8563a51a03fb07b01"},
+    {file = "numpy-1.25.2-cp39-cp39-win_amd64.whl", hash = "sha256:76b4115d42a7dfc5d485d358728cdd8719be33cc5ec6ec08632a5d6fca2ed380"},
+    {file = "numpy-1.25.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:1a1329e26f46230bf77b02cc19e900db9b52f398d6722ca853349a782d4cff55"},
+    {file = "numpy-1.25.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c3abc71e8b6edba80a01a52e66d83c5d14433cbcd26a40c329ec7ed09f37901"},
+    {file = "numpy-1.25.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:1b9735c27cea5d995496f46a8b1cd7b408b3f34b6d50459d9ac8fe3a20cc17bf"},
+    {file = "numpy-1.25.2.tar.gz", hash = "sha256:fd608e19c8d7c55021dffd43bfe5492fab8cc105cc8986f813f8c3c048b38760"},
+]
+
+[[package]]
+name = "packaging"
+version = "23.2"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
+    {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
+]
+
+[[package]]
+name = "palettable"
+version = "3.3.3"
+description = "Color palettes for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "palettable-3.3.3-py2.py3-none-any.whl", hash = "sha256:74e9e7d7fe5a9be065e02397558ed1777b2df0b793a6f4ce1a5ee74f74fb0caa"},
+    {file = "palettable-3.3.3.tar.gz", hash = "sha256:094dd7d9a5fc1cca4854773e5c1fc6a315b33bd5b3a8f47064928facaf0490a8"},
+]
+
+[[package]]
+name = "pandas"
+version = "2.1.0"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pandas-2.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:40dd20439ff94f1b2ed55b393ecee9cb6f3b08104c2c40b0cb7186a2f0046242"},
+    {file = "pandas-2.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d4f38e4fedeba580285eaac7ede4f686c6701a9e618d8a857b138a126d067f2f"},
+    {file = "pandas-2.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e6a0fe052cf27ceb29be9429428b4918f3740e37ff185658f40d8702f0b3e09"},
+    {file = "pandas-2.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d81e1813191070440d4c7a413cb673052b3b4a984ffd86b8dd468c45742d3cc"},
+    {file = "pandas-2.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:eb20252720b1cc1b7d0b2879ffc7e0542dd568f24d7c4b2347cb035206936421"},
+    {file = "pandas-2.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:38f74ef7ebc0ffb43b3d633e23d74882bce7e27bfa09607f3c5d3e03ffd9a4a5"},
+    {file = "pandas-2.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cda72cc8c4761c8f1d97b169661f23a86b16fdb240bdc341173aee17e4d6cedd"},
+    {file = "pandas-2.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d97daeac0db8c993420b10da4f5f5b39b01fc9ca689a17844e07c0a35ac96b4b"},
+    {file = "pandas-2.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8c58b1113892e0c8078f006a167cc210a92bdae23322bb4614f2f0b7a4b510f"},
+    {file = "pandas-2.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:629124923bcf798965b054a540f9ccdfd60f71361255c81fa1ecd94a904b9dd3"},
+    {file = "pandas-2.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:70cf866af3ab346a10debba8ea78077cf3a8cd14bd5e4bed3d41555a3280041c"},
+    {file = "pandas-2.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:d53c8c1001f6a192ff1de1efe03b31a423d0eee2e9e855e69d004308e046e694"},
+    {file = "pandas-2.1.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:86f100b3876b8c6d1a2c66207288ead435dc71041ee4aea789e55ef0e06408cb"},
+    {file = "pandas-2.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:28f330845ad21c11db51e02d8d69acc9035edfd1116926ff7245c7215db57957"},
+    {file = "pandas-2.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9a6ccf0963db88f9b12df6720e55f337447aea217f426a22d71f4213a3099a6"},
+    {file = "pandas-2.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d99e678180bc59b0c9443314297bddce4ad35727a1a2656dbe585fd78710b3b9"},
+    {file = "pandas-2.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:b31da36d376d50a1a492efb18097b9101bdbd8b3fbb3f49006e02d4495d4c644"},
+    {file = "pandas-2.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:0164b85937707ec7f70b34a6c3a578dbf0f50787f910f21ca3b26a7fd3363437"},
+    {file = "pandas-2.1.0.tar.gz", hash = "sha256:62c24c7fc59e42b775ce0679cfa7b14a5f9bfb7643cfbe708c960699e05fb918"},
+]
+
+[package.dependencies]
+numpy = {version = ">=1.23.2", markers = "python_version >= \"3.11\""}
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.1"
+
+[package.extras]
+all = ["PyQt5 (>=5.15.6)", "SQLAlchemy (>=1.4.36)", "beautifulsoup4 (>=4.11.1)", "bottleneck (>=1.3.4)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=0.8.1)", "fsspec (>=2022.05.0)", "gcsfs (>=2022.05.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.8.0)", "matplotlib (>=3.6.1)", "numba (>=0.55.2)", "numexpr (>=2.8.0)", "odfpy (>=1.4.1)", "openpyxl (>=3.0.10)", "pandas-gbq (>=0.17.5)", "psycopg2 (>=2.9.3)", "pyarrow (>=7.0.0)", "pymysql (>=1.0.2)", "pyreadstat (>=1.1.5)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)", "pyxlsb (>=1.0.9)", "qtpy (>=2.2.0)", "s3fs (>=2022.05.0)", "scipy (>=1.8.1)", "tables (>=3.7.0)", "tabulate (>=0.8.10)", "xarray (>=2022.03.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.3)", "zstandard (>=0.17.0)"]
+aws = ["s3fs (>=2022.05.0)"]
+clipboard = ["PyQt5 (>=5.15.6)", "qtpy (>=2.2.0)"]
+compression = ["zstandard (>=0.17.0)"]
+computation = ["scipy (>=1.8.1)", "xarray (>=2022.03.0)"]
+consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.10)", "pyxlsb (>=1.0.9)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.3)"]
+feather = ["pyarrow (>=7.0.0)"]
+fss = ["fsspec (>=2022.05.0)"]
+gcp = ["gcsfs (>=2022.05.0)", "pandas-gbq (>=0.17.5)"]
+hdf5 = ["tables (>=3.7.0)"]
+html = ["beautifulsoup4 (>=4.11.1)", "html5lib (>=1.1)", "lxml (>=4.8.0)"]
+mysql = ["SQLAlchemy (>=1.4.36)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.8.10)"]
+parquet = ["pyarrow (>=7.0.0)"]
+performance = ["bottleneck (>=1.3.4)", "numba (>=0.55.2)", "numexpr (>=2.8.0)"]
+plot = ["matplotlib (>=3.6.1)"]
+postgresql = ["SQLAlchemy (>=1.4.36)", "psycopg2 (>=2.9.3)"]
+spss = ["pyreadstat (>=1.1.5)"]
+sql-other = ["SQLAlchemy (>=1.4.36)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.8.0)"]
+
+[[package]]
+name = "pandas"
+version = "2.1.2"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pandas-2.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:24057459f19db9ebb02984c6fdd164a970b31a95f38e4a49cf7615b36a1b532c"},
+    {file = "pandas-2.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a6cf8fcc8a63d333970b950a7331a30544cf59b1a97baf0a7409e09eafc1ac38"},
+    {file = "pandas-2.1.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ae6ffbd9d614c20d028c7117ee911fc4e266b4dca2065d5c5909e401f8ff683"},
+    {file = "pandas-2.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eff794eeb7883c5aefb1ed572e7ff533ae779f6c6277849eab9e77986e352688"},
+    {file = "pandas-2.1.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:02954e285e8e2f4006b6f22be6f0df1f1c3c97adbb7ed211c6b483426f20d5c8"},
+    {file = "pandas-2.1.2-cp310-cp310-win_amd64.whl", hash = "sha256:5b40c9f494e1f27588c369b9e4a6ca19cd924b3a0e1ef9ef1a8e30a07a438f43"},
+    {file = "pandas-2.1.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:08d287b68fd28906a94564f15118a7ca8c242e50ae7f8bd91130c362b2108a81"},
+    {file = "pandas-2.1.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bbd98dcdcd32f408947afdb3f7434fade6edd408c3077bbce7bd840d654d92c6"},
+    {file = "pandas-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e90c95abb3285d06f6e4feedafc134306a8eced93cb78e08cf50e224d5ce22e2"},
+    {file = "pandas-2.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52867d69a54e71666cd184b04e839cff7dfc8ed0cd6b936995117fdae8790b69"},
+    {file = "pandas-2.1.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:8d0382645ede2fde352da2a885aac28ec37d38587864c0689b4b2361d17b1d4c"},
+    {file = "pandas-2.1.2-cp311-cp311-win_amd64.whl", hash = "sha256:65177d1c519b55e5b7f094c660ed357bb7d86e799686bb71653b8a4803d8ff0d"},
+    {file = "pandas-2.1.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5aa6b86802e8cf7716bf4b4b5a3c99b12d34e9c6a9d06dad254447a620437931"},
+    {file = "pandas-2.1.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d594e2ce51b8e0b4074e6644758865dc2bb13fd654450c1eae51201260a539f1"},
+    {file = "pandas-2.1.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3223f997b6d2ebf9c010260cf3d889848a93f5d22bb4d14cd32638b3d8bba7ad"},
+    {file = "pandas-2.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc4944dc004ca6cc701dfa19afb8bdb26ad36b9bed5bcec617d2a11e9cae6902"},
+    {file = "pandas-2.1.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3f76280ce8ec216dde336e55b2b82e883401cf466da0fe3be317c03fb8ee7c7d"},
+    {file = "pandas-2.1.2-cp312-cp312-win_amd64.whl", hash = "sha256:7ad20d24acf3a0042512b7e8d8fdc2e827126ed519d6bd1ed8e6c14ec8a2c813"},
+    {file = "pandas-2.1.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:021f09c15e1381e202d95d4a21ece8e7f2bf1388b6d7e9cae09dfe27bd2043d1"},
+    {file = "pandas-2.1.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e7f12b2de0060b0b858cfec0016e7d980ae5bae455a1746bfcc70929100ee633"},
+    {file = "pandas-2.1.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83c166b9bb27c1715bed94495d9598a7f02950b4749dba9349c1dd2cbf10729d"},
+    {file = "pandas-2.1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:25c9976c17311388fcd953cb3d0697999b2205333f4e11e669d90ff8d830d429"},
+    {file = "pandas-2.1.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:851b5afbb0d62f6129ae891b533aa508cc357d5892c240c91933d945fff15731"},
+    {file = "pandas-2.1.2-cp39-cp39-win_amd64.whl", hash = "sha256:e78507adcc730533619de07bfdd1c62b2918a68cd4419ea386e28abf7f6a1e5c"},
+    {file = "pandas-2.1.2.tar.gz", hash = "sha256:52897edc2774d2779fbeb6880d2cfb305daa0b1a29c16b91f531a18918a6e0f3"},
+]
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2,<2", markers = "python_version == \"3.11\""},
+]
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.1"
+
+[package.extras]
+all = ["PyQt5 (>=5.15.6)", "SQLAlchemy (>=1.4.36)", "beautifulsoup4 (>=4.11.1)", "bottleneck (>=1.3.4)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=0.8.1)", "fsspec (>=2022.05.0)", "gcsfs (>=2022.05.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.8.0)", "matplotlib (>=3.6.1)", "numba (>=0.55.2)", "numexpr (>=2.8.0)", "odfpy (>=1.4.1)", "openpyxl (>=3.0.10)", "pandas-gbq (>=0.17.5)", "psycopg2 (>=2.9.3)", "pyarrow (>=7.0.0)", "pymysql (>=1.0.2)", "pyreadstat (>=1.1.5)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)", "pyxlsb (>=1.0.9)", "qtpy (>=2.2.0)", "s3fs (>=2022.05.0)", "scipy (>=1.8.1)", "tables (>=3.7.0)", "tabulate (>=0.8.10)", "xarray (>=2022.03.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.3)", "zstandard (>=0.17.0)"]
+aws = ["s3fs (>=2022.05.0)"]
+clipboard = ["PyQt5 (>=5.15.6)", "qtpy (>=2.2.0)"]
+compression = ["zstandard (>=0.17.0)"]
+computation = ["scipy (>=1.8.1)", "xarray (>=2022.03.0)"]
+consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.10)", "pyxlsb (>=1.0.9)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.3)"]
+feather = ["pyarrow (>=7.0.0)"]
+fss = ["fsspec (>=2022.05.0)"]
+gcp = ["gcsfs (>=2022.05.0)", "pandas-gbq (>=0.17.5)"]
+hdf5 = ["tables (>=3.7.0)"]
+html = ["beautifulsoup4 (>=4.11.1)", "html5lib (>=1.1)", "lxml (>=4.8.0)"]
+mysql = ["SQLAlchemy (>=1.4.36)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.8.10)"]
+parquet = ["pyarrow (>=7.0.0)"]
+performance = ["bottleneck (>=1.3.4)", "numba (>=0.55.2)", "numexpr (>=2.8.0)"]
+plot = ["matplotlib (>=3.6.1)"]
+postgresql = ["SQLAlchemy (>=1.4.36)", "psycopg2 (>=2.9.3)"]
+spss = ["pyreadstat (>=1.1.5)"]
+sql-other = ["SQLAlchemy (>=1.4.36)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.8.0)"]
+
+[[package]]
+name = "parso"
+version = "0.8.3"
+description = "A Python Parser"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
+    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+]
+
+[package.extras]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]
+
+[[package]]
+name = "pexpect"
+version = "4.8.0"
+description = "Pexpect allows easy control of interactive console applications."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
+    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+]
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pillow"
+version = "10.1.0"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "Pillow-10.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1ab05f3db77e98f93964697c8efc49c7954b08dd61cff526b7f2531a22410106"},
+    {file = "Pillow-10.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6932a7652464746fcb484f7fc3618e6503d2066d853f68a4bd97193a3996e273"},
+    {file = "Pillow-10.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f63b5a68daedc54c7c3464508d8c12075e56dcfbd42f8c1bf40169061ae666"},
+    {file = "Pillow-10.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0949b55eb607898e28eaccb525ab104b2d86542a85c74baf3a6dc24002edec2"},
+    {file = "Pillow-10.1.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:ae88931f93214777c7a3aa0a8f92a683f83ecde27f65a45f95f22d289a69e593"},
+    {file = "Pillow-10.1.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:b0eb01ca85b2361b09480784a7931fc648ed8b7836f01fb9241141b968feb1db"},
+    {file = "Pillow-10.1.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d27b5997bdd2eb9fb199982bb7eb6164db0426904020dc38c10203187ae2ff2f"},
+    {file = "Pillow-10.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7df5608bc38bd37ef585ae9c38c9cd46d7c81498f086915b0f97255ea60c2818"},
+    {file = "Pillow-10.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:41f67248d92a5e0a2076d3517d8d4b1e41a97e2df10eb8f93106c89107f38b57"},
+    {file = "Pillow-10.1.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:1fb29c07478e6c06a46b867e43b0bcdb241b44cc52be9bc25ce5944eed4648e7"},
+    {file = "Pillow-10.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2cdc65a46e74514ce742c2013cd4a2d12e8553e3a2563c64879f7c7e4d28bce7"},
+    {file = "Pillow-10.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50d08cd0a2ecd2a8657bd3d82c71efd5a58edb04d9308185d66c3a5a5bed9610"},
+    {file = "Pillow-10.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:062a1610e3bc258bff2328ec43f34244fcec972ee0717200cb1425214fe5b839"},
+    {file = "Pillow-10.1.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:61f1a9d247317fa08a308daaa8ee7b3f760ab1809ca2da14ecc88ae4257d6172"},
+    {file = "Pillow-10.1.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:a646e48de237d860c36e0db37ecaecaa3619e6f3e9d5319e527ccbc8151df061"},
+    {file = "Pillow-10.1.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:47e5bf85b80abc03be7455c95b6d6e4896a62f6541c1f2ce77a7d2bb832af262"},
+    {file = "Pillow-10.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:a92386125e9ee90381c3369f57a2a50fa9e6aa8b1cf1d9c4b200d41a7dd8e992"},
+    {file = "Pillow-10.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:0f7c276c05a9767e877a0b4c5050c8bee6a6d960d7f0c11ebda6b99746068c2a"},
+    {file = "Pillow-10.1.0-cp312-cp312-macosx_10_10_x86_64.whl", hash = "sha256:a89b8312d51715b510a4fe9fc13686283f376cfd5abca8cd1c65e4c76e21081b"},
+    {file = "Pillow-10.1.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:00f438bb841382b15d7deb9a05cc946ee0f2c352653c7aa659e75e592f6fa17d"},
+    {file = "Pillow-10.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3d929a19f5469b3f4df33a3df2983db070ebb2088a1e145e18facbc28cae5b27"},
+    {file = "Pillow-10.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9a92109192b360634a4489c0c756364c0c3a2992906752165ecb50544c251312"},
+    {file = "Pillow-10.1.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:0248f86b3ea061e67817c47ecbe82c23f9dd5d5226200eb9090b3873d3ca32de"},
+    {file = "Pillow-10.1.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:9882a7451c680c12f232a422730f986a1fcd808da0fd428f08b671237237d651"},
+    {file = "Pillow-10.1.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:1c3ac5423c8c1da5928aa12c6e258921956757d976405e9467c5f39d1d577a4b"},
+    {file = "Pillow-10.1.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:806abdd8249ba3953c33742506fe414880bad78ac25cc9a9b1c6ae97bedd573f"},
+    {file = "Pillow-10.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:eaed6977fa73408b7b8a24e8b14e59e1668cfc0f4c40193ea7ced8e210adf996"},
+    {file = "Pillow-10.1.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:fe1e26e1ffc38be097f0ba1d0d07fcade2bcfd1d023cda5b29935ae8052bd793"},
+    {file = "Pillow-10.1.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7a7e3daa202beb61821c06d2517428e8e7c1aab08943e92ec9e5755c2fc9ba5e"},
+    {file = "Pillow-10.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:24fadc71218ad2b8ffe437b54876c9382b4a29e030a05a9879f615091f42ffc2"},
+    {file = "Pillow-10.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa1d323703cfdac2036af05191b969b910d8f115cf53093125e4058f62012c9a"},
+    {file = "Pillow-10.1.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:912e3812a1dbbc834da2b32299b124b5ddcb664ed354916fd1ed6f193f0e2d01"},
+    {file = "Pillow-10.1.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:7dbaa3c7de82ef37e7708521be41db5565004258ca76945ad74a8e998c30af8d"},
+    {file = "Pillow-10.1.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9d7bc666bd8c5a4225e7ac71f2f9d12466ec555e89092728ea0f5c0c2422ea80"},
+    {file = "Pillow-10.1.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:baada14941c83079bf84c037e2d8b7506ce201e92e3d2fa0d1303507a8538212"},
+    {file = "Pillow-10.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:2ef6721c97894a7aa77723740a09547197533146fba8355e86d6d9a4a1056b14"},
+    {file = "Pillow-10.1.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:0a026c188be3b443916179f5d04548092e253beb0c3e2ee0a4e2cdad72f66099"},
+    {file = "Pillow-10.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:04f6f6149f266a100374ca3cc368b67fb27c4af9f1cc8cb6306d849dcdf12616"},
+    {file = "Pillow-10.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb40c011447712d2e19cc261c82655f75f32cb724788df315ed992a4d65696bb"},
+    {file = "Pillow-10.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a8413794b4ad9719346cd9306118450b7b00d9a15846451549314a58ac42219"},
+    {file = "Pillow-10.1.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:c9aeea7b63edb7884b031a35305629a7593272b54f429a9869a4f63a1bf04c34"},
+    {file = "Pillow-10.1.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:b4005fee46ed9be0b8fb42be0c20e79411533d1fd58edabebc0dd24626882cfd"},
+    {file = "Pillow-10.1.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4d0152565c6aa6ebbfb1e5d8624140a440f2b99bf7afaafbdbf6430426497f28"},
+    {file = "Pillow-10.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d921bc90b1defa55c9917ca6b6b71430e4286fc9e44c55ead78ca1a9f9eba5f2"},
+    {file = "Pillow-10.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:cfe96560c6ce2f4c07d6647af2d0f3c54cc33289894ebd88cfbb3bcd5391e256"},
+    {file = "Pillow-10.1.0-pp310-pypy310_pp73-macosx_10_10_x86_64.whl", hash = "sha256:937bdc5a7f5343d1c97dc98149a0be7eb9704e937fe3dc7140e229ae4fc572a7"},
+    {file = "Pillow-10.1.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1c25762197144e211efb5f4e8ad656f36c8d214d390585d1d21281f46d556ba"},
+    {file = "Pillow-10.1.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:afc8eef765d948543a4775f00b7b8c079b3321d6b675dde0d02afa2ee23000b4"},
+    {file = "Pillow-10.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:883f216eac8712b83a63f41b76ddfb7b2afab1b74abbb413c5df6680f071a6b9"},
+    {file = "Pillow-10.1.0-pp39-pypy39_pp73-macosx_10_10_x86_64.whl", hash = "sha256:b920e4d028f6442bea9a75b7491c063f0b9a3972520731ed26c83e254302eb1e"},
+    {file = "Pillow-10.1.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1c41d960babf951e01a49c9746f92c5a7e0d939d1652d7ba30f6b3090f27e412"},
+    {file = "Pillow-10.1.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:1fafabe50a6977ac70dfe829b2d5735fd54e190ab55259ec8aea4aaea412fa0b"},
+    {file = "Pillow-10.1.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:3b834f4b16173e5b92ab6566f0473bfb09f939ba14b23b8da1f54fa63e4b623f"},
+    {file = "Pillow-10.1.0.tar.gz", hash = "sha256:e6bf8de6c36ed96c86ea3b6e1d5273c53f46ef518a062464cd7ef5dd2cf92e38"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.39"
+description = "Library for building powerful interactive command lines in Python"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "prompt_toolkit-3.0.39-py3-none-any.whl", hash = "sha256:9dffbe1d8acf91e3de75f3b544e4842382fc06c6babe903ac9acb74dc6e08d88"},
+    {file = "prompt_toolkit-3.0.39.tar.gz", hash = "sha256:04505ade687dc26dc4284b1ad19a83be2f2afe83e7a828ace0c72f3a1df72aac"},
+]
+
+[package.dependencies]
+wcwidth = "*"
+
+[[package]]
+name = "psygnal"
+version = "0.9.4"
+description = "Fast python callback/event system modeled after Qt Signals"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "psygnal-0.9.4-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:dbb97204879ac37d3ff0c9afe978582c6e6e10cbf54ae8e9e8ee790d2e59995a"},
+    {file = "psygnal-0.9.4-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:498100d1b5ae83292422965a3637b37dddffde2548afac102de084a2a73a391d"},
+    {file = "psygnal-0.9.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1d0514f553b344a71efe94550ca090fdf06034597a316950770d33620f0f9d47"},
+    {file = "psygnal-0.9.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e38575d09eca6a8a7f167d6114cfdac740a3774c32820f9b650a59550afd3327"},
+    {file = "psygnal-0.9.4-cp310-cp310-win_amd64.whl", hash = "sha256:ca08bc6eaa0f6f5602e28fcb6924ba9dd929c40fe371cb96cc64f29cb0befb6c"},
+    {file = "psygnal-0.9.4-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:0af6b1dca9a7ef29468a49d1fded8493bf91627f57a5bb02df6e3b3b97f6ba14"},
+    {file = "psygnal-0.9.4-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:a193468e5581f9479af59df6fcd44905bfdfc996656f8b087ce0f60982e55e9a"},
+    {file = "psygnal-0.9.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:32794689fb208180fee7490e3cc76df65d383b40aa773a4c7120424a6b734965"},
+    {file = "psygnal-0.9.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:c5e3963e35bc8b775e6baeba8c80f95eb451c9b9de00590590bc6a6ecdd4f8b1"},
+    {file = "psygnal-0.9.4-cp311-cp311-win_amd64.whl", hash = "sha256:8646e39355d4c779d837bcbfd4438084e14c69a6fcc2768ba2d821d29b7670b7"},
+    {file = "psygnal-0.9.4-cp37-cp37m-macosx_10_16_x86_64.whl", hash = "sha256:b2bdc6cc28816e91b55c39caff332fe8f81cf4ab94b61a3a19c4833ab99b1a9d"},
+    {file = "psygnal-0.9.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4d3237c48d1692d954566a8f3611dc695fbce24786ac49b638c169872d782b7"},
+    {file = "psygnal-0.9.4-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:99047badf82d12bfc42aa3b886ca358867e199af6d3b0c6e3be7d406a1f142ff"},
+    {file = "psygnal-0.9.4-cp37-cp37m-win_amd64.whl", hash = "sha256:c93d800e2e6aefd3022b966188efba9d74e016677c8c0872261dbbbfa5cd4350"},
+    {file = "psygnal-0.9.4-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:aad2732760cee6622a53bca542ef2cccb30a270980de99bc882c8302c93531ef"},
+    {file = "psygnal-0.9.4-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:bc9f3ebfac147a61f544f4ece782d4a2035cbc74f2471094d57196e165b4004f"},
+    {file = "psygnal-0.9.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d39a6b534ac9c203e3eab88d504e436cd6aace022d438e243570617e2c6f4e69"},
+    {file = "psygnal-0.9.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f12d7ea15398b9df86f653f1c619a179fac35cd0e6a9084f2f3badc031cf786e"},
+    {file = "psygnal-0.9.4-cp38-cp38-win_amd64.whl", hash = "sha256:133ad346d0faeae03642ac422346f9708248ebb370c1461e283b8887e85b5be1"},
+    {file = "psygnal-0.9.4-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:05018751371ddc8a99a6ab9271f6b6ca7cca1df91637eb5b972d567fe2f8bc2c"},
+    {file = "psygnal-0.9.4-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:82e1c5110b474a1d98914ff8f8f3d29df76638924f4ec12769d0c8afb62d3a99"},
+    {file = "psygnal-0.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0d5ce7926e8415cb296c1d267d7bd07e90d250397ae6cff3012b43bcd7dd6e1"},
+    {file = "psygnal-0.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:fdf327ab12d97ab556400d28d8446ad6e59890a145719584687670b70813422a"},
+    {file = "psygnal-0.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:eedf46cbf9992be271367b7d732ddbded0ef1bdfc3df92ba77f99871f8666de5"},
+    {file = "psygnal-0.9.4-py3-none-any.whl", hash = "sha256:7e696c0680f4ee73ebf0e93bf55f53d948b865b580b8b5ffbf037cd273b2c88b"},
+    {file = "psygnal-0.9.4.tar.gz", hash = "sha256:26dc485bc86dea509abfb6eff93eb1f44865aa9b61c2ed8ee0fc0d57dde47bda"},
+]
+
+[package.dependencies]
+mypy-extensions = "*"
+typing-extensions = ">=3.7.4.2"
+
+[package.extras]
+dev = ["black", "cruft", "dask", "ipython", "mypy", "numpy", "pre-commit", "pydantic", "pyqt5", "pytest", "pytest-cov", "pytest-mypy-plugins", "pytest-qt", "qtpy", "rich", "ruff", "wrapt"]
+docs = ["griffe (==0.25.5)", "mkdocs (==1.4.2)", "mkdocs-material (==8.5.10)", "mkdocs-minify-plugin", "mkdocs-spellcheck[all]", "mkdocstrings (==0.20.0)", "mkdocstrings-python (==0.8.3)"]
+proxy = ["wrapt"]
+pydantic = ["pydantic"]
+test = ["attrs", "dask", "msgspec", "numpy", "pydantic", "pyinstaller (>=4.0)", "pytest (>=6.0)", "pytest-codspeed", "pytest-cov", "toolz", "wrapt"]
+testqt = ["pytest-qt", "qtpy"]
+
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
+    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
+]
+
+[[package]]
+name = "pure-eval"
+version = "0.2.2"
+description = "Safely evaluate AST nodes without side effects"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
+    {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
+[[package]]
+name = "pyarrow"
+version = "13.0.0"
+description = "Python library for Apache Arrow"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pyarrow-13.0.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:1afcc2c33f31f6fb25c92d50a86b7a9f076d38acbcb6f9e74349636109550148"},
+    {file = "pyarrow-13.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:70fa38cdc66b2fc1349a082987f2b499d51d072faaa6b600f71931150de2e0e3"},
+    {file = "pyarrow-13.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd57b13a6466822498238877892a9b287b0a58c2e81e4bdb0b596dbb151cbb73"},
+    {file = "pyarrow-13.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8ce69f7bf01de2e2764e14df45b8404fc6f1a5ed9871e8e08a12169f87b7a26"},
+    {file = "pyarrow-13.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:588f0d2da6cf1b1680974d63be09a6530fd1bd825dc87f76e162404779a157dc"},
+    {file = "pyarrow-13.0.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:6241afd72b628787b4abea39e238e3ff9f34165273fad306c7acf780dd850956"},
+    {file = "pyarrow-13.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:fda7857e35993673fcda603c07d43889fca60a5b254052a462653f8656c64f44"},
+    {file = "pyarrow-13.0.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:aac0ae0146a9bfa5e12d87dda89d9ef7c57a96210b899459fc2f785303dcbb67"},
+    {file = "pyarrow-13.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d7759994217c86c161c6a8060509cfdf782b952163569606bb373828afdd82e8"},
+    {file = "pyarrow-13.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:868a073fd0ff6468ae7d869b5fc1f54de5c4255b37f44fb890385eb68b68f95d"},
+    {file = "pyarrow-13.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:51be67e29f3cfcde263a113c28e96aa04362ed8229cb7c6e5f5c719003659d33"},
+    {file = "pyarrow-13.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:d1b4e7176443d12610874bb84d0060bf080f000ea9ed7c84b2801df851320295"},
+    {file = "pyarrow-13.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:69b6f9a089d116a82c3ed819eea8fe67dae6105f0d81eaf0fdd5e60d0c6e0944"},
+    {file = "pyarrow-13.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:ab1268db81aeb241200e321e220e7cd769762f386f92f61b898352dd27e402ce"},
+    {file = "pyarrow-13.0.0-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:ee7490f0f3f16a6c38f8c680949551053c8194e68de5046e6c288e396dccee80"},
+    {file = "pyarrow-13.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:e3ad79455c197a36eefbd90ad4aa832bece7f830a64396c15c61a0985e337287"},
+    {file = "pyarrow-13.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68fcd2dc1b7d9310b29a15949cdd0cb9bc34b6de767aff979ebf546020bf0ba0"},
+    {file = "pyarrow-13.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dc6fd330fd574c51d10638e63c0d00ab456498fc804c9d01f2a61b9264f2c5b2"},
+    {file = "pyarrow-13.0.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:e66442e084979a97bb66939e18f7b8709e4ac5f887e636aba29486ffbf373763"},
+    {file = "pyarrow-13.0.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:0f6eff839a9e40e9c5610d3ff8c5bdd2f10303408312caf4c8003285d0b49565"},
+    {file = "pyarrow-13.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:8b30a27f1cddf5c6efcb67e598d7823a1e253d743d92ac32ec1eb4b6a1417867"},
+    {file = "pyarrow-13.0.0-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:09552dad5cf3de2dc0aba1c7c4b470754c69bd821f5faafc3d774bedc3b04bb7"},
+    {file = "pyarrow-13.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3896ae6c205d73ad192d2fc1489cd0edfab9f12867c85b4c277af4d37383c18c"},
+    {file = "pyarrow-13.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6647444b21cb5e68b593b970b2a9a07748dd74ea457c7dadaa15fd469c48ada1"},
+    {file = "pyarrow-13.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47663efc9c395e31d09c6aacfa860f4473815ad6804311c5433f7085415d62a7"},
+    {file = "pyarrow-13.0.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:b9ba6b6d34bd2563345488cf444510588ea42ad5613df3b3509f48eb80250afd"},
+    {file = "pyarrow-13.0.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:d00d374a5625beeb448a7fa23060df79adb596074beb3ddc1838adb647b6ef09"},
+    {file = "pyarrow-13.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:c51afd87c35c8331b56f796eff954b9c7f8d4b7fef5903daf4e05fcf017d23a8"},
+    {file = "pyarrow-13.0.0.tar.gz", hash = "sha256:83333726e83ed44b0ac94d8d7a21bbdee4a05029c3b1e8db58a863eec8fd8a33"},
+]
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "pygments"
+version = "2.16.1"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
+    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+]
+
+[package.extras]
+plugins = ["importlib-metadata"]
+
+[[package]]
+name = "pyparsing"
+version = "3.1.1"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.6.8"
+files = [
+    {file = "pyparsing-3.1.1-py3-none-any.whl", hash = "sha256:32c7c0b711493c72ff18a981d24f28aaf9c1fb7ed5e9667c9e84e3db623bdbfb"},
+    {file = "pyparsing-3.1.1.tar.gz", hash = "sha256:ede28a1a32462f5a9705e07aea48001a08f7cf81a021585011deba701581a0db"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
+name = "pyproj"
+version = "3.6.1"
+description = "Python interface to PROJ (cartographic projections and coordinate transformations library)"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pyproj-3.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ab7aa4d9ff3c3acf60d4b285ccec134167a948df02347585fdd934ebad8811b4"},
+    {file = "pyproj-3.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4bc0472302919e59114aa140fd7213c2370d848a7249d09704f10f5b062031fe"},
+    {file = "pyproj-3.6.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5279586013b8d6582e22b6f9e30c49796966770389a9d5b85e25a4223286cd3f"},
+    {file = "pyproj-3.6.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80fafd1f3eb421694857f254a9bdbacd1eb22fc6c24ca74b136679f376f97d35"},
+    {file = "pyproj-3.6.1-cp310-cp310-win32.whl", hash = "sha256:c41e80ddee130450dcb8829af7118f1ab69eaf8169c4bf0ee8d52b72f098dc2f"},
+    {file = "pyproj-3.6.1-cp310-cp310-win_amd64.whl", hash = "sha256:db3aedd458e7f7f21d8176f0a1d924f1ae06d725228302b872885a1c34f3119e"},
+    {file = "pyproj-3.6.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ebfbdbd0936e178091309f6cd4fcb4decd9eab12aa513cdd9add89efa3ec2882"},
+    {file = "pyproj-3.6.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:447db19c7efad70ff161e5e46a54ab9cc2399acebb656b6ccf63e4bc4a04b97a"},
+    {file = "pyproj-3.6.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e7e13c40183884ec7f94eb8e0f622f08f1d5716150b8d7a134de48c6110fee85"},
+    {file = "pyproj-3.6.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:65ad699e0c830e2b8565afe42bd58cc972b47d829b2e0e48ad9638386d994915"},
+    {file = "pyproj-3.6.1-cp311-cp311-win32.whl", hash = "sha256:8b8acc31fb8702c54625f4d5a2a6543557bec3c28a0ef638778b7ab1d1772132"},
+    {file = "pyproj-3.6.1-cp311-cp311-win_amd64.whl", hash = "sha256:38a3361941eb72b82bd9a18f60c78b0df8408416f9340521df442cebfc4306e2"},
+    {file = "pyproj-3.6.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:1e9fbaf920f0f9b4ee62aab832be3ae3968f33f24e2e3f7fbb8c6728ef1d9746"},
+    {file = "pyproj-3.6.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6d227a865356f225591b6732430b1d1781e946893789a609bb34f59d09b8b0f8"},
+    {file = "pyproj-3.6.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83039e5ae04e5afc974f7d25ee0870a80a6bd6b7957c3aca5613ccbe0d3e72bf"},
+    {file = "pyproj-3.6.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fffb059ba3bced6f6725961ba758649261d85ed6ce670d3e3b0a26e81cf1aa8d"},
+    {file = "pyproj-3.6.1-cp312-cp312-win32.whl", hash = "sha256:2d6ff73cc6dbbce3766b6c0bce70ce070193105d8de17aa2470009463682a8eb"},
+    {file = "pyproj-3.6.1-cp312-cp312-win_amd64.whl", hash = "sha256:7a27151ddad8e1439ba70c9b4b2b617b290c39395fa9ddb7411ebb0eb86d6fb0"},
+    {file = "pyproj-3.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4ba1f9b03d04d8cab24d6375609070580a26ce76eaed54631f03bab00a9c737b"},
+    {file = "pyproj-3.6.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:18faa54a3ca475bfe6255156f2f2874e9a1c8917b0004eee9f664b86ccc513d3"},
+    {file = "pyproj-3.6.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fd43bd9a9b9239805f406fd82ba6b106bf4838d9ef37c167d3ed70383943ade1"},
+    {file = "pyproj-3.6.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50100b2726a3ca946906cbaa789dd0749f213abf0cbb877e6de72ca7aa50e1ae"},
+    {file = "pyproj-3.6.1-cp39-cp39-win32.whl", hash = "sha256:9274880263256f6292ff644ca92c46d96aa7e57a75c6df3f11d636ce845a1877"},
+    {file = "pyproj-3.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:36b64c2cb6ea1cc091f329c5bd34f9c01bb5da8c8e4492c709bda6a09f96808f"},
+    {file = "pyproj-3.6.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:fd93c1a0c6c4aedc77c0fe275a9f2aba4d59b8acf88cebfc19fe3c430cfabf4f"},
+    {file = "pyproj-3.6.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6420ea8e7d2a88cb148b124429fba8cd2e0fae700a2d96eab7083c0928a85110"},
+    {file = "pyproj-3.6.1.tar.gz", hash = "sha256:44aa7c704c2b7d8fb3d483bbf75af6cb2350d30a63b144279a09b75fead501bf"},
+]
+
+[package.dependencies]
+certifi = "*"
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2023.3.post1"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
+    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
+]
+
+[[package]]
+name = "setuptools"
+version = "68.2.2"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
+    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "shapely"
+version = "2.0.2"
+description = "Manipulation and analysis of geometric objects"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "shapely-2.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6ca8cffbe84ddde8f52b297b53f8e0687bd31141abb2c373fd8a9f032df415d6"},
+    {file = "shapely-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:baa14fc27771e180c06b499a0a7ba697c7988c7b2b6cba9a929a19a4d2762de3"},
+    {file = "shapely-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:36480e32c434d168cdf2f5e9862c84aaf4d714a43a8465ae3ce8ff327f0affb7"},
+    {file = "shapely-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ef753200cbffd4f652efb2c528c5474e5a14341a473994d90ad0606522a46a2"},
+    {file = "shapely-2.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9a41ff4323fc9d6257759c26eb1cf3a61ebc7e611e024e6091f42977303fd3a"},
+    {file = "shapely-2.0.2-cp310-cp310-win32.whl", hash = "sha256:72b5997272ae8c25f0fd5b3b967b3237e87fab7978b8d6cd5fa748770f0c5d68"},
+    {file = "shapely-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:34eac2337cbd67650248761b140d2535855d21b969d76d76123317882d3a0c1a"},
+    {file = "shapely-2.0.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5b0c052709c8a257c93b0d4943b0b7a3035f87e2d6a8ac9407b6a992d206422f"},
+    {file = "shapely-2.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2d217e56ae067e87b4e1731d0dc62eebe887ced729ba5c2d4590e9e3e9fdbd88"},
+    {file = "shapely-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:94ac128ae2ab4edd0bffcd4e566411ea7bdc738aeaf92c32a8a836abad725f9f"},
+    {file = "shapely-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fa3ee28f5e63a130ec5af4dc3c4cb9c21c5788bb13c15e89190d163b14f9fb89"},
+    {file = "shapely-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:737dba15011e5a9b54a8302f1748b62daa207c9bc06f820cd0ad32a041f1c6f2"},
+    {file = "shapely-2.0.2-cp311-cp311-win32.whl", hash = "sha256:45ac6906cff0765455a7b49c1670af6e230c419507c13e2f75db638c8fc6f3bd"},
+    {file = "shapely-2.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:dc9342fc82e374130db86a955c3c4525bfbf315a248af8277a913f30911bed9e"},
+    {file = "shapely-2.0.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:06f193091a7c6112fc08dfd195a1e3846a64306f890b151fa8c63b3e3624202c"},
+    {file = "shapely-2.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:eebe544df5c018134f3c23b6515877f7e4cd72851f88a8d0c18464f414d141a2"},
+    {file = "shapely-2.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7e92e7c255f89f5cdf777690313311f422aa8ada9a3205b187113274e0135cd8"},
+    {file = "shapely-2.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be46d5509b9251dd9087768eaf35a71360de6afac82ce87c636990a0871aa18b"},
+    {file = "shapely-2.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a5533a925d8e211d07636ffc2fdd9a7f9f13d54686d00577eeb11d16f00be9c4"},
+    {file = "shapely-2.0.2-cp312-cp312-win32.whl", hash = "sha256:084b023dae8ad3d5b98acee9d3bf098fdf688eb0bb9b1401e8b075f6a627b611"},
+    {file = "shapely-2.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:ea84d1cdbcf31e619d672b53c4532f06253894185ee7acb8ceb78f5f33cbe033"},
+    {file = "shapely-2.0.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ed1e99702125e7baccf401830a3b94d810d5c70b329b765fe93451fe14cf565b"},
+    {file = "shapely-2.0.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e7d897e6bdc6bc64f7f65155dbbb30e49acaabbd0d9266b9b4041f87d6e52b3a"},
+    {file = "shapely-2.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0521d76d1e8af01e712db71da9096b484f081e539d4f4a8c97342e7971d5e1b4"},
+    {file = "shapely-2.0.2-cp37-cp37m-win32.whl", hash = "sha256:5324be299d4c533ecfcfd43424dfd12f9428fd6f12cda38a4316da001d6ef0ea"},
+    {file = "shapely-2.0.2-cp37-cp37m-win_amd64.whl", hash = "sha256:78128357a0cee573257a0c2c388d4b7bf13cb7dbe5b3fe5d26d45ebbe2a39e25"},
+    {file = "shapely-2.0.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:87dc2be34ac3a3a4a319b963c507ac06682978a5e6c93d71917618b14f13066e"},
+    {file = "shapely-2.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:42997ac806e4583dad51c80a32d38570fd9a3d4778f5e2c98f9090aa7db0fe91"},
+    {file = "shapely-2.0.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:ccfd5fa10a37e67dbafc601c1ddbcbbfef70d34c3f6b0efc866ddbdb55893a6c"},
+    {file = "shapely-2.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e7c95d3379ae3abb74058938a9fcbc478c6b2e28d20dace38f8b5c587dde90aa"},
+    {file = "shapely-2.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6a21353d28209fb0d8cc083e08ca53c52666e0d8a1f9bbe23b6063967d89ed24"},
+    {file = "shapely-2.0.2-cp38-cp38-win32.whl", hash = "sha256:03e63a99dfe6bd3beb8d5f41ec2086585bb969991d603f9aeac335ad396a06d4"},
+    {file = "shapely-2.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:c6fd29fbd9cd76350bd5cc14c49de394a31770aed02d74203e23b928f3d2f1aa"},
+    {file = "shapely-2.0.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:1f217d28ecb48e593beae20a0082a95bd9898d82d14b8fcb497edf6bff9a44d7"},
+    {file = "shapely-2.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:394e5085b49334fd5b94fa89c086edfb39c3ecab7f669e8b2a4298b9d523b3a5"},
+    {file = "shapely-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:fd3ad17b64466a033848c26cb5b509625c87d07dcf39a1541461cacdb8f7e91c"},
+    {file = "shapely-2.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d41a116fcad58048d7143ddb01285e1a8780df6dc1f56c3b1e1b7f12ed296651"},
+    {file = "shapely-2.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dea9a0651333cf96ef5bb2035044e3ad6a54f87d90e50fe4c2636debf1b77abc"},
+    {file = "shapely-2.0.2-cp39-cp39-win32.whl", hash = "sha256:b8eb0a92f7b8c74f9d8fdd1b40d395113f59bd8132ca1348ebcc1f5aece94b96"},
+    {file = "shapely-2.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:794affd80ca0f2c536fc948a3afa90bd8fb61ebe37fe873483ae818e7f21def4"},
+    {file = "shapely-2.0.2.tar.gz", hash = "sha256:1713cc04c171baffc5b259ba8531c58acc2a301707b7f021d88a15ed090649e7"},
+]
+
+[package.dependencies]
+numpy = ">=1.14"
+
+[package.extras]
+docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+test = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+
+[[package]]
+name = "stack-data"
+version = "0.6.3"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+optional = false
+python-versions = "*"
+files = [
+    {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
+    {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
+]
+
+[package.dependencies]
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
+[[package]]
+name = "traitlets"
+version = "5.13.0"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "traitlets-5.13.0-py3-none-any.whl", hash = "sha256:baf991e61542da48fe8aef8b779a9ea0aa38d8a54166ee250d5af5ecf4486619"},
+    {file = "traitlets-5.13.0.tar.gz", hash = "sha256:9b232b9430c8f57288c1024b34a8f0251ddcc47268927367a0dd3eeaca40deb5"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
+]
+
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.9"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.9-py2.py3-none-any.whl", hash = "sha256:9a929bd8380f6cd9571a968a9c8f4353ca58d7cd812a4822bba831f8d685b223"},
+    {file = "wcwidth-0.2.9.tar.gz", hash = "sha256:a675d1a4a2d24ef67096a04b85b02deeecd8e226f57b5e3a72dbb9ed99d27da8"},
+]
+
+[[package]]
+name = "widgetsnbextension"
+version = "4.0.9"
+description = "Jupyter interactive widgets for Jupyter Notebook"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "widgetsnbextension-4.0.9-py3-none-any.whl", hash = "sha256:91452ca8445beb805792f206e560c1769284267a30ceb1cec9f5bcc887d15175"},
+    {file = "widgetsnbextension-4.0.9.tar.gz", hash = "sha256:3c1f5e46dc1166dfd40a42d685e6a51396fd34ff878742a3e47c6f0cc4a2a385"},
+]
+
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "d703c455eb1a43c1a3857dd0405655ae3891679bc58b53675a4f116f5027859a"
diff --git a/examples/heatmap/pyproject.toml b/examples/heatmap/pyproject.toml
new file mode 100644
index 0000000..5569eed
--- /dev/null
+++ b/examples/heatmap/pyproject.toml
@@ -0,0 +1,14 @@
+[tool.poetry]
+name = "geoarrow-example-point"
+version = "0.1.0"
+description = ""
+authors = []
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.9"
+lonboard = "^0.3.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/package-lock.json b/package-lock.json
index ab32a01..7e2d7d8 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "@geoarrow/deck.gl-layers",
-  "version": "0.3.0-beta.16",
+  "version": "0.3.0-beta.17",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@geoarrow/deck.gl-layers",
-      "version": "0.3.0-beta.16",
+      "version": "0.3.0-beta.17",
       "license": "MIT",
       "workspaces": [
         ".",
@@ -17,10 +17,10 @@
         "threads": "^1.7.0"
       },
       "devDependencies": {
-        "@deck.gl/aggregation-layers": "^9.0.12",
-        "@deck.gl/core": "^9.0.12",
-        "@deck.gl/geo-layers": "^9.0.12",
-        "@deck.gl/layers": "^9.0.12",
+        "@deck.gl/aggregation-layers": "^9.0.27",
+        "@deck.gl/core": "^9.0.27",
+        "@deck.gl/geo-layers": "^9.0.27",
+        "@deck.gl/layers": "^9.0.27",
         "@math.gl/polygon": "^3.6.2",
         "@rollup/plugin-commonjs": "^25.0.7",
         "@rollup/plugin-node-resolve": "^15.2.3",
@@ -38,14 +38,32 @@
         "vitest": "^0.33.0"
       },
       "peerDependencies": {
-        "@deck.gl/aggregation-layers": "^9.0.12",
-        "@deck.gl/core": "^9.0.12",
-        "@deck.gl/geo-layers": "^9.0.12",
-        "@deck.gl/layers": "^9.0.12",
+        "@deck.gl/aggregation-layers": "^9.0.27",
+        "@deck.gl/core": "^9.0.27",
+        "@deck.gl/geo-layers": "^9.0.27",
+        "@deck.gl/layers": "^9.0.27",
         "@math.gl/polygon": "^3.6.2",
         "apache-arrow": ">=15"
       }
     },
+    "examples/heatmap": {
+      "version": "0.0.0",
+      "license": "MIT",
+      "dependencies": {
+        "@loaders.gl/compression": "^4.1.4",
+        "@loaders.gl/crypto": "^4.1.4",
+        "apache-arrow": ">=14",
+        "deck.gl": "^9.0.27",
+        "react": "^18.0.0",
+        "react-dom": "^18.0.0",
+        "react-map-gl": "^5.3.0"
+      },
+      "devDependencies": {
+        "@types/react": "^18.0.0",
+        "@types/react-dom": "^18.0.0",
+        "vite": "^4.0.0"
+      }
+    },
     "examples/linestring": {
       "name": "deckgl-example-geoarrow-linestring-layer",
       "version": "0.0.0",
@@ -345,8 +363,8 @@
       }
     },
     "node_modules/@deck.gl/aggregation-layers": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/aggregation-layers/-/aggregation-layers-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/aggregation-layers/-/aggregation-layers-9.0.27.tgz",
       "integrity": "sha512-nvIr2oorQ6i/JrY2dtBY6QKTPx3Y437rwQs9JAAwKB1vck2gFsvmGxBmYyfRL5xNep9rIjhd3Vy7oLkuNLCEFQ==",
       "dependencies": {
         "@luma.gl/constants": "^9.0.11",
@@ -362,8 +380,8 @@
       }
     },
     "node_modules/@deck.gl/arcgis": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/arcgis/-/arcgis-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/arcgis/-/arcgis-9.0.27.tgz",
       "integrity": "sha512-rzaej6oiSN0g5BxZ2jHm/1uRazpey532LbE/5vjvmOEC4GKAvV5bCFL1LY46701e0jfA5moiUKDpkgY8Kd1NEg==",
       "dependencies": {
         "@luma.gl/constants": "^9.0.11",
@@ -377,8 +395,8 @@
       }
     },
     "node_modules/@deck.gl/carto": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/carto/-/carto-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/carto/-/carto-9.0.27.tgz",
       "integrity": "sha512-jMlzabDDve/RQl2hR05Z7w9vbbQB9nV3IhAKRvmEHt9t0j6tpfoN6Ju4VjHzGm5Be1bpW2+4X4zS7H9CLMc8YA==",
       "dependencies": {
         "@loaders.gl/gis": "^4.2.0",
@@ -414,8 +432,8 @@
       }
     },
     "node_modules/@deck.gl/core": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/core/-/core-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/core/-/core-9.0.27.tgz",
       "integrity": "sha512-ODVlnalRg/bE0LyatsKZCV8IieKvfcA7Tk/UyMnJzC9qD9y1dQdqnwLEsFO4kWuEYzkndj5kV07Cl9a2OFGOZQ==",
       "dependencies": {
         "@loaders.gl/core": "^4.2.0",
@@ -437,8 +455,8 @@
       }
     },
     "node_modules/@deck.gl/extensions": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/extensions/-/extensions-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/extensions/-/extensions-9.0.27.tgz",
       "integrity": "sha512-Om95nPHXBpkXwdYB9J7uLmarPKNfMS6WP8cK7HNPeac3U1covWlW12+rrywuv3d6aTTEvlP3bnHF8XRMGkvE1Q==",
       "dependencies": {
         "@luma.gl/constants": "^9.0.11",
@@ -452,8 +470,8 @@
       }
     },
     "node_modules/@deck.gl/geo-layers": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/geo-layers/-/geo-layers-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/geo-layers/-/geo-layers-9.0.27.tgz",
       "integrity": "sha512-KjRT5PEyDvBl6cr/E6JuMEhVrp59HH7bFOuqvE1AxfMghdCMWRgbDCEv4xIYTaMxDsAnh4/TPwgvecUg1p/CDw==",
       "dependencies": {
         "@loaders.gl/3d-tiles": "^4.2.0",
@@ -484,8 +502,8 @@
       }
     },
     "node_modules/@deck.gl/google-maps": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/google-maps/-/google-maps-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/google-maps/-/google-maps-9.0.27.tgz",
       "integrity": "sha512-i14RMKGtjR8Aw3t7AHQxYX1D/mQTf92vYoVZ2aB0WSEpXF3lNM7xt7FKjd4vZmHBnLXtP3xKBxjyVAhg7Avf/g==",
       "dependencies": {
         "@luma.gl/constants": "^9.0.11",
@@ -498,8 +516,8 @@
       }
     },
     "node_modules/@deck.gl/json": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/json/-/json-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/json/-/json-9.0.27.tgz",
       "integrity": "sha512-B0vtOLonKCe1nRyAiq8gmssEiGJ/Y8gc1L/GR79xq8iyXlKXxSA2dgXRL+w3HvE+Q6yyZPtmBNxZwS+U+9KrKA==",
       "dependencies": {
         "expression-eval": "^5.0.0"
@@ -509,8 +527,8 @@
       }
     },
     "node_modules/@deck.gl/layers": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/layers/-/layers-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/layers/-/layers-9.0.27.tgz",
       "integrity": "sha512-E9rnUAG5d8OF1RL/u7tQmrU2VRWMQYOeLYLx1gfXf3SHmNtP13OS/QeNbdUnEIcgwxXxHiJceJ1QZk2MIxCctA==",
       "dependencies": {
         "@loaders.gl/images": "^4.2.0",
@@ -537,8 +555,8 @@
       }
     },
     "node_modules/@deck.gl/mapbox": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/mapbox/-/mapbox-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/mapbox/-/mapbox-9.0.27.tgz",
       "integrity": "sha512-6cbgICvW/HqKzGIFoCDVX4E1evJgW+QHlVZZHzg1A3/RAP5Z3qRKEyAl7lQjPbNhLBJY4gMYRAlfnn0ejSUGwg==",
       "dependencies": {
         "@luma.gl/constants": "^9.0.11",
@@ -550,8 +568,8 @@
       }
     },
     "node_modules/@deck.gl/mesh-layers": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/mesh-layers/-/mesh-layers-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/mesh-layers/-/mesh-layers-9.0.27.tgz",
       "integrity": "sha512-q2aOfcJMyyv7aRqLByHzff66kCX4KKwuu+svv0pFx9CywAIX+oXcfHrDdC6vywiuexc3v1wzhZYh8208I4C9Cg==",
       "dependencies": {
         "@loaders.gl/gltf": "^4.2.0",
@@ -565,8 +583,8 @@
       }
     },
     "node_modules/@deck.gl/react": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/react/-/react-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/react/-/react-9.0.27.tgz",
       "integrity": "sha512-sly4ilVyeWKFbZbYkYbKjr1ot9ofu1IRbzK6oSLq3wDYbamsboKjYX4mVzq9glmJoJ83Vxp4HlMdWo0YKDEPqg==",
       "peerDependencies": {
         "@deck.gl/core": "^9.0.0",
@@ -575,8 +593,8 @@
       }
     },
     "node_modules/@deck.gl/widgets": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/@deck.gl/widgets/-/widgets-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/@deck.gl/widgets/-/widgets-9.0.27.tgz",
       "integrity": "sha512-3KJXgvOVouyPR/qJUgoqfcar1hFxcRhS9MzGDi6TLQYczr01fLU8V2Jd7CwjJjz6xdZqKxbDCOJFnxHUJ3/uPg==",
       "dependencies": {
         "preact": "^10.17.0"
@@ -2905,23 +2923,23 @@
       }
     },
     "node_modules/deck.gl": {
-      "version": "9.0.12",
-      "resolved": "https://registry.npmjs.org/deck.gl/-/deck.gl-9.0.12.tgz",
+      "version": "9.0.27",
+      "resolved": "https://registry.npmjs.org/deck.gl/-/deck.gl-9.0.27.tgz",
       "integrity": "sha512-ISrp35lQ7ysZgJlxupXgmugPxeJI0Src0n5r4HdzxjkgNc4aIs34Tfe7kjHf04+LwVT7rgo5KfDHUzUN0S5i2A==",
       "dependencies": {
-        "@deck.gl/aggregation-layers": "9.0.12",
-        "@deck.gl/arcgis": "9.0.12",
-        "@deck.gl/carto": "9.0.12",
-        "@deck.gl/core": "9.0.12",
-        "@deck.gl/extensions": "9.0.12",
-        "@deck.gl/geo-layers": "9.0.12",
-        "@deck.gl/google-maps": "9.0.12",
-        "@deck.gl/json": "9.0.12",
-        "@deck.gl/layers": "9.0.12",
-        "@deck.gl/mapbox": "9.0.12",
-        "@deck.gl/mesh-layers": "9.0.12",
-        "@deck.gl/react": "9.0.12",
-        "@deck.gl/widgets": "9.0.12",
+        "@deck.gl/aggregation-layers": "9.0.27",
+        "@deck.gl/arcgis": "9.0.27",
+        "@deck.gl/carto": "9.0.27",
+        "@deck.gl/core": "9.0.27",
+        "@deck.gl/extensions": "9.0.27",
+        "@deck.gl/geo-layers": "9.0.27",
+        "@deck.gl/google-maps": "9.0.27",
+        "@deck.gl/json": "9.0.27",
+        "@deck.gl/layers": "9.0.27",
+        "@deck.gl/mapbox": "9.0.27",
+        "@deck.gl/mesh-layers": "9.0.27",
+        "@deck.gl/react": "9.0.27",
+        "@deck.gl/widgets": "9.0.27",
         "@loaders.gl/core": "^4.2.0",
         "@luma.gl/core": "^9.0.11",
         "@luma.gl/engine": "^9.0.11"
@@ -2943,6 +2961,10 @@
         }
       }
     },
+    "node_modules/deckgl-example-geoarrow-heatmap-layer": {
+      "resolved": "examples/heatmap",
+      "link": true
+    },
     "node_modules/deckgl-example-geoarrow-linestring-layer": {
       "resolved": "examples/linestring",
       "link": true
diff --git a/package.json b/package.json
index fd4e3e4..9725a8a 100644
--- a/package.json
+++ b/package.json
@@ -43,18 +43,18 @@
   "author": "Kyle Barron <kylebarron2@gmail.com>",
   "license": "MIT",
   "peerDependencies": {
-    "@deck.gl/aggregation-layers": "^9.0.12",
-    "@deck.gl/core": "^9.0.12",
-    "@deck.gl/geo-layers": "^9.0.12",
-    "@deck.gl/layers": "^9.0.12",
+    "@deck.gl/aggregation-layers": "^9.0.27",
+    "@deck.gl/core": "^9.0.27",
+    "@deck.gl/geo-layers": "^9.0.27",
+    "@deck.gl/layers": "^9.0.27",
     "@math.gl/polygon": "^3.6.2",
     "apache-arrow": ">=15"
   },
   "devDependencies": {
-    "@deck.gl/aggregation-layers": "^9.0.12",
-    "@deck.gl/core": "^9.0.12",
-    "@deck.gl/geo-layers": "^9.0.12",
-    "@deck.gl/layers": "^9.0.12",
+    "@deck.gl/aggregation-layers": "^9.0.27",
+    "@deck.gl/core": "^9.0.27",
+    "@deck.gl/geo-layers": "^9.0.27",
+    "@deck.gl/layers": "^9.0.27",
     "@math.gl/polygon": "^3.6.2",
     "@rollup/plugin-commonjs": "^25.0.7",
     "@rollup/plugin-node-resolve": "^15.2.3",