diff --git a/analysis/analysis.ipynb b/analysis/analysis.ipynb
index c4bc8f8..24a1b75 100644
--- a/analysis/analysis.ipynb
+++ b/analysis/analysis.ipynb
@@ -630,6 +630,90 @@
     "    print(stage, stage_mean_total_cost, stage_max_total_cost, stage_total_cost_std_dev)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "median_price_per_sq_ft_per_lease_year = pd.DataFrame.from_dict(\n",
+    "    {\n",
+    "        \"ANG MO KIO\": 9.79,\n",
+    "        \"BEDOK\": 9.32,\n",
+    "        \"BISHAN\": 11.27,\n",
+    "        \"BUKIT BATOK\": 7.33,\n",
+    "        \"BUKIT MERAH\": 10.8,\n",
+    "        \"BUKIT PANJANG\": 7.08,\n",
+    "        \"BUKIT TIMAH\": 12.86,\n",
+    "        \"CENTRAL AREA\": 13.2,  # Not a planning area.\n",
+    "        \"CHOA CHU KANG\": 6.44,\n",
+    "        \"CLEMENTI\": 9.95,\n",
+    "        \"GEYLANG\": 10.53,\n",
+    "        \"HOUGANG\": 8,\n",
+    "        \"JURONG EAST\": 8.08,\n",
+    "        \"JURONG WEST\": 6.8,\n",
+    "        \"KALLANG\": 10.69,\n",
+    "        \"MARINE PARADE\": 12.5,\n",
+    "        \"PASIR RIS\": 7.63,\n",
+    "        \"PUNGGOL\": 7.11,\n",
+    "        \"QUEENSTOWN\": 11.22,\n",
+    "        \"SEMBAWANG\": 6.54,\n",
+    "        \"SENGKANG\": 6.97,\n",
+    "        \"SERANGOON\": 9.74,\n",
+    "        \"TAMPINES\": 8.34,\n",
+    "        \"TOA PAYOH\": 10.77,\n",
+    "        \"WOODLANDS\": 6.76,\n",
+    "        \"YISHUN\": 7.69,\n",
+    "    },\n",
+    "    orient=\"index\",\n",
+    ").reset_index()\n",
+    "median_price_per_sq_ft_per_lease_year.columns = [\n",
+    "    \"planning_area\",\n",
+    "    \"median_price_per_sq_ft_per_lease_year\",\n",
+    "]\n",
+    "\n",
+    "planning_area_agg_stats = (\n",
+    "    station_agg_stats_by_stage[\"teck_lee\"]\n",
+    "    .copy()\n",
+    "    .groupby(by=[\"planning_area\", \"region\"])\n",
+    "    .mean(numeric_only=True)\n",
+    "    .reset_index()\n",
+    "    .sort_values(by=[\"path_distance_mean\"])\n",
+    "    .merge(median_price_per_sq_ft_per_lease_year, on=\"planning_area\", how=\"inner\")\n",
+    ")\n",
+    "\n",
+    "hover_data={\n",
+    "    \"haversine_distance_median\": True,\n",
+    "    \"path_distance_median\": True,\n",
+    "    \"region\": True,\n",
+    "    \"planning_area\": True,\n",
+    "}\n",
+    "\n",
+    "fig = px.scatter_3d(\n",
+    "    planning_area_agg_stats,\n",
+    "    x=\"haversine_distance_median\",\n",
+    "    y=\"path_distance_median\",\n",
+    "    z=\"median_price_per_sq_ft_per_lease_year\",\n",
+    "    color=\"region\",\n",
+    "    range_x=[\n",
+    "        planning_area_agg_stats[\"haversine_distance_median\"].max(),\n",
+    "        planning_area_agg_stats[\"haversine_distance_median\"].min(),\n",
+    "    ],\n",
+    "    text=\"planning_area\",\n",
+    "    hover_name=\"planning_area\",\n",
+    "    hover_data=hover_data,\n",
+    "    height=850,\n",
+    ")\n",
+    "fig.update_layout(\n",
+    "    scene=dict(\n",
+    "        xaxis_title=\"Median Haversine (km)\",\n",
+    "        yaxis_title=\"Median Path (km)\",\n",
+    "        zaxis_title=\"$/sqft/yr\",\n",
+    "    )\n",
+    ")\n",
+    "fig.show()"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -654,7 +738,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.12.5"
   }
  },
  "nbformat": 4,
diff --git a/poetry.lock b/poetry.lock
index fb4f55f..887f772 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -50,13 +50,13 @@ tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -475,13 +475,13 @@ dev = ["black", "codecov", "pre-commit", "pytest (>=3.1.0)", "pytest-cov", "pyte
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
-    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
+    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
+    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
 ]
 
 [[package]]
@@ -719,56 +719,63 @@ files = [
 
 [[package]]
 name = "numpy"
-version = "2.0.1"
+version = "2.1.0"
 description = "Fundamental package for array computing in Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "numpy-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fbb536eac80e27a2793ffd787895242b7f18ef792563d742c2d673bfcb75134"},
-    {file = "numpy-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:69ff563d43c69b1baba77af455dd0a839df8d25e8590e79c90fcbe1499ebde42"},
-    {file = "numpy-2.0.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:1b902ce0e0a5bb7704556a217c4f63a7974f8f43e090aff03fcf262e0b135e02"},
-    {file = "numpy-2.0.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:f1659887361a7151f89e79b276ed8dff3d75877df906328f14d8bb40bb4f5101"},
-    {file = "numpy-2.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4658c398d65d1b25e1760de3157011a80375da861709abd7cef3bad65d6543f9"},
-    {file = "numpy-2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4127d4303b9ac9f94ca0441138acead39928938660ca58329fe156f84b9f3015"},
-    {file = "numpy-2.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e5eeca8067ad04bc8a2a8731183d51d7cbaac66d86085d5f4766ee6bf19c7f87"},
-    {file = "numpy-2.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9adbd9bb520c866e1bfd7e10e1880a1f7749f1f6e5017686a5fbb9b72cf69f82"},
-    {file = "numpy-2.0.1-cp310-cp310-win32.whl", hash = "sha256:7b9853803278db3bdcc6cd5beca37815b133e9e77ff3d4733c247414e78eb8d1"},
-    {file = "numpy-2.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:81b0893a39bc5b865b8bf89e9ad7807e16717f19868e9d234bdaf9b1f1393868"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:75b4e316c5902d8163ef9d423b1c3f2f6252226d1aa5cd8a0a03a7d01ffc6268"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6e4eeb6eb2fced786e32e6d8df9e755ce5be920d17f7ce00bc38fcde8ccdbf9e"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a1e01dcaab205fbece13c1410253a9eea1b1c9b61d237b6fa59bcc46e8e89343"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:a8fc2de81ad835d999113ddf87d1ea2b0f4704cbd947c948d2f5513deafe5a7b"},
-    {file = "numpy-2.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5a3d94942c331dd4e0e1147f7a8699a4aa47dffc11bf8a1523c12af8b2e91bbe"},
-    {file = "numpy-2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:15eb4eca47d36ec3f78cde0a3a2ee24cf05ca7396ef808dda2c0ddad7c2bde67"},
-    {file = "numpy-2.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:b83e16a5511d1b1f8a88cbabb1a6f6a499f82c062a4251892d9ad5d609863fb7"},
-    {file = "numpy-2.0.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1f87fec1f9bc1efd23f4227becff04bd0e979e23ca50cc92ec88b38489db3b55"},
-    {file = "numpy-2.0.1-cp311-cp311-win32.whl", hash = "sha256:36d3a9405fd7c511804dc56fc32974fa5533bdeb3cd1604d6b8ff1d292b819c4"},
-    {file = "numpy-2.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:08458fbf403bff5e2b45f08eda195d4b0c9b35682311da5a5a0a0925b11b9bd8"},
-    {file = "numpy-2.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:6bf4e6f4a2a2e26655717a1983ef6324f2664d7011f6ef7482e8c0b3d51e82ac"},
-    {file = "numpy-2.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7d6fddc5fe258d3328cd8e3d7d3e02234c5d70e01ebe377a6ab92adb14039cb4"},
-    {file = "numpy-2.0.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:5daab361be6ddeb299a918a7c0864fa8618af66019138263247af405018b04e1"},
-    {file = "numpy-2.0.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:ea2326a4dca88e4a274ba3a4405eb6c6467d3ffbd8c7d38632502eaae3820587"},
-    {file = "numpy-2.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:529af13c5f4b7a932fb0e1911d3a75da204eff023ee5e0e79c1751564221a5c8"},
-    {file = "numpy-2.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6790654cb13eab303d8402354fabd47472b24635700f631f041bd0b65e37298a"},
-    {file = "numpy-2.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:cbab9fc9c391700e3e1287666dfd82d8666d10e69a6c4a09ab97574c0b7ee0a7"},
-    {file = "numpy-2.0.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:99d0d92a5e3613c33a5f01db206a33f8fdf3d71f2912b0de1739894668b7a93b"},
-    {file = "numpy-2.0.1-cp312-cp312-win32.whl", hash = "sha256:173a00b9995f73b79eb0191129f2455f1e34c203f559dd118636858cc452a1bf"},
-    {file = "numpy-2.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:bb2124fdc6e62baae159ebcfa368708867eb56806804d005860b6007388df171"},
-    {file = "numpy-2.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bfc085b28d62ff4009364e7ca34b80a9a080cbd97c2c0630bb5f7f770dae9414"},
-    {file = "numpy-2.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8fae4ebbf95a179c1156fab0b142b74e4ba4204c87bde8d3d8b6f9c34c5825ef"},
-    {file = "numpy-2.0.1-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:72dc22e9ec8f6eaa206deb1b1355eb2e253899d7347f5e2fae5f0af613741d06"},
-    {file = "numpy-2.0.1-cp39-cp39-macosx_14_0_x86_64.whl", hash = "sha256:ec87f5f8aca726117a1c9b7083e7656a9d0d606eec7299cc067bb83d26f16e0c"},
-    {file = "numpy-2.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f682ea61a88479d9498bf2091fdcd722b090724b08b31d63e022adc063bad59"},
-    {file = "numpy-2.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8efc84f01c1cd7e34b3fb310183e72fcdf55293ee736d679b6d35b35d80bba26"},
-    {file = "numpy-2.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:3fdabe3e2a52bc4eff8dc7a5044342f8bd9f11ef0934fcd3289a788c0eb10018"},
-    {file = "numpy-2.0.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:24a0e1befbfa14615b49ba9659d3d8818a0f4d8a1c5822af8696706fbda7310c"},
-    {file = "numpy-2.0.1-cp39-cp39-win32.whl", hash = "sha256:f9cf5ea551aec449206954b075db819f52adc1638d46a6738253a712d553c7b4"},
-    {file = "numpy-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:e9e81fa9017eaa416c056e5d9e71be93d05e2c3c2ab308d23307a8bc4443c368"},
-    {file = "numpy-2.0.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:61728fba1e464f789b11deb78a57805c70b2ed02343560456190d0501ba37b0f"},
-    {file = "numpy-2.0.1-pp39-pypy39_pp73-macosx_14_0_x86_64.whl", hash = "sha256:12f5d865d60fb9734e60a60f1d5afa6d962d8d4467c120a1c0cda6eb2964437d"},
-    {file = "numpy-2.0.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eacf3291e263d5a67d8c1a581a8ebbcfd6447204ef58828caf69a5e3e8c75990"},
-    {file = "numpy-2.0.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2c3a346ae20cfd80b6cfd3e60dc179963ef2ea58da5ec074fd3d9e7a1e7ba97f"},
-    {file = "numpy-2.0.1.tar.gz", hash = "sha256:485b87235796410c3519a699cfe1faab097e509e90ebb05dcd098db2ae87e7b3"},
+    {file = "numpy-2.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6326ab99b52fafdcdeccf602d6286191a79fe2fda0ae90573c5814cd2b0bc1b8"},
+    {file = "numpy-2.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0937e54c09f7a9a68da6889362ddd2ff584c02d015ec92672c099b61555f8911"},
+    {file = "numpy-2.1.0-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:30014b234f07b5fec20f4146f69e13cfb1e33ee9a18a1879a0142fbb00d47673"},
+    {file = "numpy-2.1.0-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:899da829b362ade41e1e7eccad2cf274035e1cb36ba73034946fccd4afd8606b"},
+    {file = "numpy-2.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:08801848a40aea24ce16c2ecde3b756f9ad756586fb2d13210939eb69b023f5b"},
+    {file = "numpy-2.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:398049e237d1aae53d82a416dade04defed1a47f87d18d5bd615b6e7d7e41d1f"},
+    {file = "numpy-2.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0abb3916a35d9090088a748636b2c06dc9a6542f99cd476979fb156a18192b84"},
+    {file = "numpy-2.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:10e2350aea18d04832319aac0f887d5fcec1b36abd485d14f173e3e900b83e33"},
+    {file = "numpy-2.1.0-cp310-cp310-win32.whl", hash = "sha256:f6b26e6c3b98adb648243670fddc8cab6ae17473f9dc58c51574af3e64d61211"},
+    {file = "numpy-2.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:f505264735ee074250a9c78247ee8618292091d9d1fcc023290e9ac67e8f1afa"},
+    {file = "numpy-2.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:76368c788ccb4f4782cf9c842b316140142b4cbf22ff8db82724e82fe1205dce"},
+    {file = "numpy-2.1.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:f8e93a01a35be08d31ae33021e5268f157a2d60ebd643cfc15de6ab8e4722eb1"},
+    {file = "numpy-2.1.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:9523f8b46485db6939bd069b28b642fec86c30909cea90ef550373787f79530e"},
+    {file = "numpy-2.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:54139e0eb219f52f60656d163cbe67c31ede51d13236c950145473504fa208cb"},
+    {file = "numpy-2.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5ebbf9fbdabed208d4ecd2e1dfd2c0741af2f876e7ae522c2537d404ca895c3"},
+    {file = "numpy-2.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:378cb4f24c7d93066ee4103204f73ed046eb88f9ad5bb2275bb9fa0f6a02bd36"},
+    {file = "numpy-2.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d8f699a709120b220dfe173f79c73cb2a2cab2c0b88dd59d7b49407d032b8ebd"},
+    {file = "numpy-2.1.0-cp311-cp311-win32.whl", hash = "sha256:ffbd6faeb190aaf2b5e9024bac9622d2ee549b7ec89ef3a9373fa35313d44e0e"},
+    {file = "numpy-2.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:0af3a5987f59d9c529c022c8c2a64805b339b7ef506509fba7d0556649b9714b"},
+    {file = "numpy-2.1.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:fe76d75b345dc045acdbc006adcb197cc680754afd6c259de60d358d60c93736"},
+    {file = "numpy-2.1.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f358ea9e47eb3c2d6eba121ab512dfff38a88db719c38d1e67349af210bc7529"},
+    {file = "numpy-2.1.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:dd94ce596bda40a9618324547cfaaf6650b1a24f5390350142499aa4e34e53d1"},
+    {file = "numpy-2.1.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:b47c551c6724960479cefd7353656498b86e7232429e3a41ab83be4da1b109e8"},
+    {file = "numpy-2.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0756a179afa766ad7cb6f036de622e8a8f16ffdd55aa31f296c870b5679d745"},
+    {file = "numpy-2.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:24003ba8ff22ea29a8c306e61d316ac74111cebf942afbf692df65509a05f111"},
+    {file = "numpy-2.1.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:b34fa5e3b5d6dc7e0a4243fa0f81367027cb6f4a7215a17852979634b5544ee0"},
+    {file = "numpy-2.1.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c4f982715e65036c34897eb598d64aef15150c447be2cfc6643ec7a11af06574"},
+    {file = "numpy-2.1.0-cp312-cp312-win32.whl", hash = "sha256:c4cd94dfefbefec3f8b544f61286584292d740e6e9d4677769bc76b8f41deb02"},
+    {file = "numpy-2.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:a0cdef204199278f5c461a0bed6ed2e052998276e6d8ab2963d5b5c39a0500bc"},
+    {file = "numpy-2.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8ab81ccd753859ab89e67199b9da62c543850f819993761c1e94a75a814ed667"},
+    {file = "numpy-2.1.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:442596f01913656d579309edcd179a2a2f9977d9a14ff41d042475280fc7f34e"},
+    {file = "numpy-2.1.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:848c6b5cad9898e4b9ef251b6f934fa34630371f2e916261070a4eb9092ffd33"},
+    {file = "numpy-2.1.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:54c6a63e9d81efe64bfb7bcb0ec64332a87d0b87575f6009c8ba67ea6374770b"},
+    {file = "numpy-2.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:652e92fc409e278abdd61e9505649e3938f6d04ce7ef1953f2ec598a50e7c195"},
+    {file = "numpy-2.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ab32eb9170bf8ffcbb14f11613f4a0b108d3ffee0832457c5d4808233ba8977"},
+    {file = "numpy-2.1.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:8fb49a0ba4d8f41198ae2d52118b050fd34dace4b8f3fb0ee34e23eb4ae775b1"},
+    {file = "numpy-2.1.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:44e44973262dc3ae79e9063a1284a73e09d01b894b534a769732ccd46c28cc62"},
+    {file = "numpy-2.1.0-cp313-cp313-win32.whl", hash = "sha256:ab83adc099ec62e044b1fbb3a05499fa1e99f6d53a1dde102b2d85eff66ed324"},
+    {file = "numpy-2.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:de844aaa4815b78f6023832590d77da0e3b6805c644c33ce94a1e449f16d6ab5"},
+    {file = "numpy-2.1.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:343e3e152bf5a087511cd325e3b7ecfd5b92d369e80e74c12cd87826e263ec06"},
+    {file = "numpy-2.1.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f07fa2f15dabe91259828ce7d71b5ca9e2eb7c8c26baa822c825ce43552f4883"},
+    {file = "numpy-2.1.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:5474dad8c86ee9ba9bb776f4b99ef2d41b3b8f4e0d199d4f7304728ed34d0300"},
+    {file = "numpy-2.1.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:1f817c71683fd1bb5cff1529a1d085a57f02ccd2ebc5cd2c566f9a01118e3b7d"},
+    {file = "numpy-2.1.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a3336fbfa0d38d3deacd3fe7f3d07e13597f29c13abf4d15c3b6dc2291cbbdd"},
+    {file = "numpy-2.1.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a894c51fd8c4e834f00ac742abad73fc485df1062f1b875661a3c1e1fb1c2f6"},
+    {file = "numpy-2.1.0-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:9156ca1f79fc4acc226696e95bfcc2b486f165a6a59ebe22b2c1f82ab190384a"},
+    {file = "numpy-2.1.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:624884b572dff8ca8f60fab591413f077471de64e376b17d291b19f56504b2bb"},
+    {file = "numpy-2.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:15ef8b2177eeb7e37dd5ef4016f30b7659c57c2c0b57a779f1d537ff33a72c7b"},
+    {file = "numpy-2.1.0-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:e5f0642cdf4636198a4990de7a71b693d824c56a757862230454629cf62e323d"},
+    {file = "numpy-2.1.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f15976718c004466406342789f31b6673776360f3b1e3c575f25302d7e789575"},
+    {file = "numpy-2.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:6c1de77ded79fef664d5098a66810d4d27ca0224e9051906e634b3f7ead134c2"},
+    {file = "numpy-2.1.0.tar.gz", hash = "sha256:7dc90da0081f7e1da49ec4e398ede6a8e9cc4f5ebe5f9e06b443ed889ee9aaa2"},
 ]
 
 [[package]]
@@ -1247,120 +1254,120 @@ files = [
 
 [[package]]
 name = "pyzmq"
-version = "26.1.0"
+version = "26.2.0"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pyzmq-26.1.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:263cf1e36862310bf5becfbc488e18d5d698941858860c5a8c079d1511b3b18e"},
-    {file = "pyzmq-26.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d5c8b17f6e8f29138678834cf8518049e740385eb2dbf736e8f07fc6587ec682"},
-    {file = "pyzmq-26.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:75a95c2358fcfdef3374cb8baf57f1064d73246d55e41683aaffb6cfe6862917"},
-    {file = "pyzmq-26.1.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f99de52b8fbdb2a8f5301ae5fc0f9e6b3ba30d1d5fc0421956967edcc6914242"},
-    {file = "pyzmq-26.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7bcbfbab4e1895d58ab7da1b5ce9a327764f0366911ba5b95406c9104bceacb0"},
-    {file = "pyzmq-26.1.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:77ce6a332c7e362cb59b63f5edf730e83590d0ab4e59c2aa5bd79419a42e3449"},
-    {file = "pyzmq-26.1.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:ba0a31d00e8616149a5ab440d058ec2da621e05d744914774c4dde6837e1f545"},
-    {file = "pyzmq-26.1.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:8b88641384e84a258b740801cd4dbc45c75f148ee674bec3149999adda4a8598"},
-    {file = "pyzmq-26.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:2fa76ebcebe555cce90f16246edc3ad83ab65bb7b3d4ce408cf6bc67740c4f88"},
-    {file = "pyzmq-26.1.0-cp310-cp310-win32.whl", hash = "sha256:fbf558551cf415586e91160d69ca6416f3fce0b86175b64e4293644a7416b81b"},
-    {file = "pyzmq-26.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:a7b8aab50e5a288c9724d260feae25eda69582be84e97c012c80e1a5e7e03fb2"},
-    {file = "pyzmq-26.1.0-cp310-cp310-win_arm64.whl", hash = "sha256:08f74904cb066e1178c1ec706dfdb5c6c680cd7a8ed9efebeac923d84c1f13b1"},
-    {file = "pyzmq-26.1.0-cp311-cp311-macosx_10_15_universal2.whl", hash = "sha256:46d6800b45015f96b9d92ece229d92f2aef137d82906577d55fadeb9cf5fcb71"},
-    {file = "pyzmq-26.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5bc2431167adc50ba42ea3e5e5f5cd70d93e18ab7b2f95e724dd8e1bd2c38120"},
-    {file = "pyzmq-26.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b3bb34bebaa1b78e562931a1687ff663d298013f78f972a534f36c523311a84d"},
-    {file = "pyzmq-26.1.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bd3f6329340cef1c7ba9611bd038f2d523cea79f09f9c8f6b0553caba59ec562"},
-    {file = "pyzmq-26.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:471880c4c14e5a056a96cd224f5e71211997d40b4bf5e9fdded55dafab1f98f2"},
-    {file = "pyzmq-26.1.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:ce6f2b66799971cbae5d6547acefa7231458289e0ad481d0be0740535da38d8b"},
-    {file = "pyzmq-26.1.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:0a1f6ea5b1d6cdbb8cfa0536f0d470f12b4b41ad83625012e575f0e3ecfe97f0"},
-    {file = "pyzmq-26.1.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:b45e6445ac95ecb7d728604bae6538f40ccf4449b132b5428c09918523abc96d"},
-    {file = "pyzmq-26.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:94c4262626424683feea0f3c34951d39d49d354722db2745c42aa6bb50ecd93b"},
-    {file = "pyzmq-26.1.0-cp311-cp311-win32.whl", hash = "sha256:a0f0ab9df66eb34d58205913f4540e2ad17a175b05d81b0b7197bc57d000e829"},
-    {file = "pyzmq-26.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:8efb782f5a6c450589dbab4cb0f66f3a9026286333fe8f3a084399149af52f29"},
-    {file = "pyzmq-26.1.0-cp311-cp311-win_arm64.whl", hash = "sha256:f133d05aaf623519f45e16ab77526e1e70d4e1308e084c2fb4cedb1a0c764bbb"},
-    {file = "pyzmq-26.1.0-cp312-cp312-macosx_10_15_universal2.whl", hash = "sha256:3d3146b1c3dcc8a1539e7cc094700b2be1e605a76f7c8f0979b6d3bde5ad4072"},
-    {file = "pyzmq-26.1.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d9270fbf038bf34ffca4855bcda6e082e2c7f906b9eb8d9a8ce82691166060f7"},
-    {file = "pyzmq-26.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:995301f6740a421afc863a713fe62c0aaf564708d4aa057dfdf0f0f56525294b"},
-    {file = "pyzmq-26.1.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e7eca8b89e56fb8c6c26dd3e09bd41b24789022acf1cf13358e96f1cafd8cae3"},
-    {file = "pyzmq-26.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90d4feb2e83dfe9ace6374a847e98ee9d1246ebadcc0cb765482e272c34e5820"},
-    {file = "pyzmq-26.1.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:d4fafc2eb5d83f4647331267808c7e0c5722c25a729a614dc2b90479cafa78bd"},
-    {file = "pyzmq-26.1.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:58c33dc0e185dd97a9ac0288b3188d1be12b756eda67490e6ed6a75cf9491d79"},
-    {file = "pyzmq-26.1.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:68a0a1d83d33d8367ddddb3e6bb4afbb0f92bd1dac2c72cd5e5ddc86bdafd3eb"},
-    {file = "pyzmq-26.1.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2ae7c57e22ad881af78075e0cea10a4c778e67234adc65c404391b417a4dda83"},
-    {file = "pyzmq-26.1.0-cp312-cp312-win32.whl", hash = "sha256:347e84fc88cc4cb646597f6d3a7ea0998f887ee8dc31c08587e9c3fd7b5ccef3"},
-    {file = "pyzmq-26.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:9f136a6e964830230912f75b5a116a21fe8e34128dcfd82285aa0ef07cb2c7bd"},
-    {file = "pyzmq-26.1.0-cp312-cp312-win_arm64.whl", hash = "sha256:a4b7a989c8f5a72ab1b2bbfa58105578753ae77b71ba33e7383a31ff75a504c4"},
-    {file = "pyzmq-26.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d416f2088ac8f12daacffbc2e8918ef4d6be8568e9d7155c83b7cebed49d2322"},
-    {file = "pyzmq-26.1.0-cp313-cp313-macosx_10_15_universal2.whl", hash = "sha256:ecb6c88d7946166d783a635efc89f9a1ff11c33d680a20df9657b6902a1d133b"},
-    {file = "pyzmq-26.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:471312a7375571857a089342beccc1a63584315188560c7c0da7e0a23afd8a5c"},
-    {file = "pyzmq-26.1.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e6cea102ffa16b737d11932c426f1dc14b5938cf7bc12e17269559c458ac334"},
-    {file = "pyzmq-26.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec7248673ffc7104b54e4957cee38b2f3075a13442348c8d651777bf41aa45ee"},
-    {file = "pyzmq-26.1.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:0614aed6f87d550b5cecb03d795f4ddbb1544b78d02a4bd5eecf644ec98a39f6"},
-    {file = "pyzmq-26.1.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:e8746ce968be22a8a1801bf4a23e565f9687088580c3ed07af5846580dd97f76"},
-    {file = "pyzmq-26.1.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:7688653574392d2eaeef75ddcd0b2de5b232d8730af29af56c5adf1df9ef8d6f"},
-    {file = "pyzmq-26.1.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:8d4dac7d97f15c653a5fedcafa82626bd6cee1450ccdaf84ffed7ea14f2b07a4"},
-    {file = "pyzmq-26.1.0-cp313-cp313-win32.whl", hash = "sha256:ccb42ca0a4a46232d716779421bbebbcad23c08d37c980f02cc3a6bd115ad277"},
-    {file = "pyzmq-26.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:e1e5d0a25aea8b691a00d6b54b28ac514c8cc0d8646d05f7ca6cb64b97358250"},
-    {file = "pyzmq-26.1.0-cp313-cp313-win_arm64.whl", hash = "sha256:fc82269d24860cfa859b676d18850cbb8e312dcd7eada09e7d5b007e2f3d9eb1"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:416ac51cabd54f587995c2b05421324700b22e98d3d0aa2cfaec985524d16f1d"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-macosx_10_15_universal2.whl", hash = "sha256:ff832cce719edd11266ca32bc74a626b814fff236824aa1aeaad399b69fe6eae"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:393daac1bcf81b2a23e696b7b638eedc965e9e3d2112961a072b6cd8179ad2eb"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9869fa984c8670c8ab899a719eb7b516860a29bc26300a84d24d8c1b71eae3ec"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b3b8e36fd4c32c0825b4461372949ecd1585d326802b1321f8b6dc1d7e9318c"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:3ee647d84b83509b7271457bb428cc347037f437ead4b0b6e43b5eba35fec0aa"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-musllinux_1_1_aarch64.whl", hash = "sha256:45cb1a70eb00405ce3893041099655265fabcd9c4e1e50c330026e82257892c1"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-musllinux_1_1_i686.whl", hash = "sha256:5cca7b4adb86d7470e0fc96037771981d740f0b4cb99776d5cb59cd0e6684a73"},
-    {file = "pyzmq-26.1.0-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:91d1a20bdaf3b25f3173ff44e54b1cfbc05f94c9e8133314eb2962a89e05d6e3"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c0665d85535192098420428c779361b8823d3d7ec4848c6af3abb93bc5c915bf"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:96d7c1d35ee4a495df56c50c83df7af1c9688cce2e9e0edffdbf50889c167595"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b281b5ff5fcc9dcbfe941ac5c7fcd4b6c065adad12d850f95c9d6f23c2652384"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5384c527a9a004445c5074f1e20db83086c8ff1682a626676229aafd9cf9f7d1"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:754c99a9840839375ee251b38ac5964c0f369306eddb56804a073b6efdc0cd88"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:9bdfcb74b469b592972ed881bad57d22e2c0acc89f5e8c146782d0d90fb9f4bf"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:bd13f0231f4788db619347b971ca5f319c5b7ebee151afc7c14632068c6261d3"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-win32.whl", hash = "sha256:c5668dac86a869349828db5fc928ee3f58d450dce2c85607067d581f745e4fb1"},
-    {file = "pyzmq-26.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:ad875277844cfaeca7fe299ddf8c8d8bfe271c3dc1caf14d454faa5cdbf2fa7a"},
-    {file = "pyzmq-26.1.0-cp38-cp38-macosx_10_15_universal2.whl", hash = "sha256:65c6e03cc0222eaf6aad57ff4ecc0a070451e23232bb48db4322cc45602cede0"},
-    {file = "pyzmq-26.1.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:038ae4ffb63e3991f386e7fda85a9baab7d6617fe85b74a8f9cab190d73adb2b"},
-    {file = "pyzmq-26.1.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:bdeb2c61611293f64ac1073f4bf6723b67d291905308a7de9bb2ca87464e3273"},
-    {file = "pyzmq-26.1.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:61dfa5ee9d7df297c859ac82b1226d8fefaf9c5113dc25c2c00ecad6feeeb04f"},
-    {file = "pyzmq-26.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3292d384537b9918010769b82ab3e79fca8b23d74f56fc69a679106a3e2c2cf"},
-    {file = "pyzmq-26.1.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:f9499c70c19ff0fbe1007043acb5ad15c1dec7d8e84ab429bca8c87138e8f85c"},
-    {file = "pyzmq-26.1.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:d3dd5523ed258ad58fed7e364c92a9360d1af8a9371e0822bd0146bdf017ef4c"},
-    {file = "pyzmq-26.1.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:baba2fd199b098c5544ef2536b2499d2e2155392973ad32687024bd8572a7d1c"},
-    {file = "pyzmq-26.1.0-cp38-cp38-win32.whl", hash = "sha256:ddbb2b386128d8eca92bd9ca74e80f73fe263bcca7aa419f5b4cbc1661e19741"},
-    {file = "pyzmq-26.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:79e45a4096ec8388cdeb04a9fa5e9371583bcb826964d55b8b66cbffe7b33c86"},
-    {file = "pyzmq-26.1.0-cp39-cp39-macosx_10_15_universal2.whl", hash = "sha256:add52c78a12196bc0fda2de087ba6c876ea677cbda2e3eba63546b26e8bf177b"},
-    {file = "pyzmq-26.1.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:98c03bd7f3339ff47de7ea9ac94a2b34580a8d4df69b50128bb6669e1191a895"},
-    {file = "pyzmq-26.1.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:dcc37d9d708784726fafc9c5e1232de655a009dbf97946f117aefa38d5985a0f"},
-    {file = "pyzmq-26.1.0-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5a6ed52f0b9bf8dcc64cc82cce0607a3dfed1dbb7e8c6f282adfccc7be9781de"},
-    {file = "pyzmq-26.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:451e16ae8bea3d95649317b463c9f95cd9022641ec884e3d63fc67841ae86dfe"},
-    {file = "pyzmq-26.1.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:906e532c814e1d579138177a00ae835cd6becbf104d45ed9093a3aaf658f6a6a"},
-    {file = "pyzmq-26.1.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:05bacc4f94af468cc82808ae3293390278d5f3375bb20fef21e2034bb9a505b6"},
-    {file = "pyzmq-26.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:57bb2acba798dc3740e913ffadd56b1fcef96f111e66f09e2a8db3050f1f12c8"},
-    {file = "pyzmq-26.1.0-cp39-cp39-win32.whl", hash = "sha256:f774841bb0e8588505002962c02da420bcfb4c5056e87a139c6e45e745c0e2e2"},
-    {file = "pyzmq-26.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:359c533bedc62c56415a1f5fcfd8279bc93453afdb0803307375ecf81c962402"},
-    {file = "pyzmq-26.1.0-cp39-cp39-win_arm64.whl", hash = "sha256:7907419d150b19962138ecec81a17d4892ea440c184949dc29b358bc730caf69"},
-    {file = "pyzmq-26.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:b24079a14c9596846bf7516fe75d1e2188d4a528364494859106a33d8b48be38"},
-    {file = "pyzmq-26.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:59d0acd2976e1064f1b398a00e2c3e77ed0a157529779e23087d4c2fb8aaa416"},
-    {file = "pyzmq-26.1.0-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:911c43a4117915203c4cc8755e0f888e16c4676a82f61caee2f21b0c00e5b894"},
-    {file = "pyzmq-26.1.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b10163e586cc609f5f85c9b233195554d77b1e9a0801388907441aaeb22841c5"},
-    {file = "pyzmq-26.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:28a8b2abb76042f5fd7bd720f7fea48c0fd3e82e9de0a1bf2c0de3812ce44a42"},
-    {file = "pyzmq-26.1.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:bef24d3e4ae2c985034439f449e3f9e06bf579974ce0e53d8a507a1577d5b2ab"},
-    {file = "pyzmq-26.1.0-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:2cd0f4d314f4a2518e8970b6f299ae18cff7c44d4a1fc06fc713f791c3a9e3ea"},
-    {file = "pyzmq-26.1.0-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:fa25a620eed2a419acc2cf10135b995f8f0ce78ad00534d729aa761e4adcef8a"},
-    {file = "pyzmq-26.1.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ef3b048822dca6d231d8a8ba21069844ae38f5d83889b9b690bf17d2acc7d099"},
-    {file = "pyzmq-26.1.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:9a6847c92d9851b59b9f33f968c68e9e441f9a0f8fc972c5580c5cd7cbc6ee24"},
-    {file = "pyzmq-26.1.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:c9b9305004d7e4e6a824f4f19b6d8f32b3578aad6f19fc1122aaf320cbe3dc83"},
-    {file = "pyzmq-26.1.0-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:63c1d3a65acb2f9c92dce03c4e1758cc552f1ae5c78d79a44e3bb88d2fa71f3a"},
-    {file = "pyzmq-26.1.0-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:d36b8fffe8b248a1b961c86fbdfa0129dfce878731d169ede7fa2631447331be"},
-    {file = "pyzmq-26.1.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:67976d12ebfd61a3bc7d77b71a9589b4d61d0422282596cf58c62c3866916544"},
-    {file = "pyzmq-26.1.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:998444debc8816b5d8d15f966e42751032d0f4c55300c48cc337f2b3e4f17d03"},
-    {file = "pyzmq-26.1.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:e5c88b2f13bcf55fee78ea83567b9fe079ba1a4bef8b35c376043440040f7edb"},
-    {file = "pyzmq-26.1.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8d906d43e1592be4b25a587b7d96527cb67277542a5611e8ea9e996182fae410"},
-    {file = "pyzmq-26.1.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:80b0c9942430d731c786545da6be96d824a41a51742e3e374fedd9018ea43106"},
-    {file = "pyzmq-26.1.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:314d11564c00b77f6224d12eb3ddebe926c301e86b648a1835c5b28176c83eab"},
-    {file = "pyzmq-26.1.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:093a1a3cae2496233f14b57f4b485da01b4ff764582c854c0f42c6dd2be37f3d"},
-    {file = "pyzmq-26.1.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:3c397b1b450f749a7e974d74c06d69bd22dd362142f370ef2bd32a684d6b480c"},
-    {file = "pyzmq-26.1.0.tar.gz", hash = "sha256:6c5aeea71f018ebd3b9115c7cb13863dd850e98ca6b9258509de1246461a7e7f"},
+    {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:ddf33d97d2f52d89f6e6e7ae66ee35a4d9ca6f36eda89c24591b0c40205a3629"},
+    {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dacd995031a01d16eec825bf30802fceb2c3791ef24bcce48fa98ce40918c27b"},
+    {file = "pyzmq-26.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89289a5ee32ef6c439086184529ae060c741334b8970a6855ec0b6ad3ff28764"},
+    {file = "pyzmq-26.2.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5506f06d7dc6ecf1efacb4a013b1f05071bb24b76350832c96449f4a2d95091c"},
+    {file = "pyzmq-26.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ea039387c10202ce304af74def5021e9adc6297067f3441d348d2b633e8166a"},
+    {file = "pyzmq-26.2.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:a2224fa4a4c2ee872886ed00a571f5e967c85e078e8e8c2530a2fb01b3309b88"},
+    {file = "pyzmq-26.2.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:28ad5233e9c3b52d76196c696e362508959741e1a005fb8fa03b51aea156088f"},
+    {file = "pyzmq-26.2.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:1c17211bc037c7d88e85ed8b7d8f7e52db6dc8eca5590d162717c654550f7282"},
+    {file = "pyzmq-26.2.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b8f86dd868d41bea9a5f873ee13bf5551c94cf6bc51baebc6f85075971fe6eea"},
+    {file = "pyzmq-26.2.0-cp310-cp310-win32.whl", hash = "sha256:46a446c212e58456b23af260f3d9fb785054f3e3653dbf7279d8f2b5546b21c2"},
+    {file = "pyzmq-26.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:49d34ab71db5a9c292a7644ce74190b1dd5a3475612eefb1f8be1d6961441971"},
+    {file = "pyzmq-26.2.0-cp310-cp310-win_arm64.whl", hash = "sha256:bfa832bfa540e5b5c27dcf5de5d82ebc431b82c453a43d141afb1e5d2de025fa"},
+    {file = "pyzmq-26.2.0-cp311-cp311-macosx_10_15_universal2.whl", hash = "sha256:8f7e66c7113c684c2b3f1c83cdd3376103ee0ce4c49ff80a648643e57fb22218"},
+    {file = "pyzmq-26.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3a495b30fc91db2db25120df5847d9833af237546fd59170701acd816ccc01c4"},
+    {file = "pyzmq-26.2.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77eb0968da535cba0470a5165468b2cac7772cfb569977cff92e240f57e31bef"},
+    {file = "pyzmq-26.2.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ace4f71f1900a548f48407fc9be59c6ba9d9aaf658c2eea6cf2779e72f9f317"},
+    {file = "pyzmq-26.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:92a78853d7280bffb93df0a4a6a2498cba10ee793cc8076ef797ef2f74d107cf"},
+    {file = "pyzmq-26.2.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:689c5d781014956a4a6de61d74ba97b23547e431e9e7d64f27d4922ba96e9d6e"},
+    {file = "pyzmq-26.2.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:0aca98bc423eb7d153214b2df397c6421ba6373d3397b26c057af3c904452e37"},
+    {file = "pyzmq-26.2.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:1f3496d76b89d9429a656293744ceca4d2ac2a10ae59b84c1da9b5165f429ad3"},
+    {file = "pyzmq-26.2.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:5c2b3bfd4b9689919db068ac6c9911f3fcb231c39f7dd30e3138be94896d18e6"},
+    {file = "pyzmq-26.2.0-cp311-cp311-win32.whl", hash = "sha256:eac5174677da084abf378739dbf4ad245661635f1600edd1221f150b165343f4"},
+    {file = "pyzmq-26.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:5a509df7d0a83a4b178d0f937ef14286659225ef4e8812e05580776c70e155d5"},
+    {file = "pyzmq-26.2.0-cp311-cp311-win_arm64.whl", hash = "sha256:c0e6091b157d48cbe37bd67233318dbb53e1e6327d6fc3bb284afd585d141003"},
+    {file = "pyzmq-26.2.0-cp312-cp312-macosx_10_15_universal2.whl", hash = "sha256:ded0fc7d90fe93ae0b18059930086c51e640cdd3baebdc783a695c77f123dcd9"},
+    {file = "pyzmq-26.2.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:17bf5a931c7f6618023cdacc7081f3f266aecb68ca692adac015c383a134ca52"},
+    {file = "pyzmq-26.2.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55cf66647e49d4621a7e20c8d13511ef1fe1efbbccf670811864452487007e08"},
+    {file = "pyzmq-26.2.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4661c88db4a9e0f958c8abc2b97472e23061f0bc737f6f6179d7a27024e1faa5"},
+    {file = "pyzmq-26.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ea7f69de383cb47522c9c208aec6dd17697db7875a4674c4af3f8cfdac0bdeae"},
+    {file = "pyzmq-26.2.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:7f98f6dfa8b8ccaf39163ce872bddacca38f6a67289116c8937a02e30bbe9711"},
+    {file = "pyzmq-26.2.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:e3e0210287329272539eea617830a6a28161fbbd8a3271bf4150ae3e58c5d0e6"},
+    {file = "pyzmq-26.2.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:6b274e0762c33c7471f1a7471d1a2085b1a35eba5cdc48d2ae319f28b6fc4de3"},
+    {file = "pyzmq-26.2.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:29c6a4635eef69d68a00321e12a7d2559fe2dfccfa8efae3ffb8e91cd0b36a8b"},
+    {file = "pyzmq-26.2.0-cp312-cp312-win32.whl", hash = "sha256:989d842dc06dc59feea09e58c74ca3e1678c812a4a8a2a419046d711031f69c7"},
+    {file = "pyzmq-26.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:2a50625acdc7801bc6f74698c5c583a491c61d73c6b7ea4dee3901bb99adb27a"},
+    {file = "pyzmq-26.2.0-cp312-cp312-win_arm64.whl", hash = "sha256:4d29ab8592b6ad12ebbf92ac2ed2bedcfd1cec192d8e559e2e099f648570e19b"},
+    {file = "pyzmq-26.2.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9dd8cd1aeb00775f527ec60022004d030ddc51d783d056e3e23e74e623e33726"},
+    {file = "pyzmq-26.2.0-cp313-cp313-macosx_10_15_universal2.whl", hash = "sha256:28c812d9757fe8acecc910c9ac9dafd2ce968c00f9e619db09e9f8f54c3a68a3"},
+    {file = "pyzmq-26.2.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4d80b1dd99c1942f74ed608ddb38b181b87476c6a966a88a950c7dee118fdf50"},
+    {file = "pyzmq-26.2.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8c997098cc65e3208eca09303630e84d42718620e83b733d0fd69543a9cab9cb"},
+    {file = "pyzmq-26.2.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ad1bc8d1b7a18497dda9600b12dc193c577beb391beae5cd2349184db40f187"},
+    {file = "pyzmq-26.2.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:bea2acdd8ea4275e1278350ced63da0b166421928276c7c8e3f9729d7402a57b"},
+    {file = "pyzmq-26.2.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:23f4aad749d13698f3f7b64aad34f5fc02d6f20f05999eebc96b89b01262fb18"},
+    {file = "pyzmq-26.2.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:a4f96f0d88accc3dbe4a9025f785ba830f968e21e3e2c6321ccdfc9aef755115"},
+    {file = "pyzmq-26.2.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:ced65e5a985398827cc9276b93ef6dfabe0273c23de8c7931339d7e141c2818e"},
+    {file = "pyzmq-26.2.0-cp313-cp313-win32.whl", hash = "sha256:31507f7b47cc1ead1f6e86927f8ebb196a0bab043f6345ce070f412a59bf87b5"},
+    {file = "pyzmq-26.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:70fc7fcf0410d16ebdda9b26cbd8bf8d803d220a7f3522e060a69a9c87bf7bad"},
+    {file = "pyzmq-26.2.0-cp313-cp313-win_arm64.whl", hash = "sha256:c3789bd5768ab5618ebf09cef6ec2b35fed88709b104351748a63045f0ff9797"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:034da5fc55d9f8da09015d368f519478a52675e558c989bfcb5cf6d4e16a7d2a"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-macosx_10_15_universal2.whl", hash = "sha256:c92d73464b886931308ccc45b2744e5968cbaade0b1d6aeb40d8ab537765f5bc"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:794a4562dcb374f7dbbfb3f51d28fb40123b5a2abadee7b4091f93054909add5"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:aee22939bb6075e7afededabad1a56a905da0b3c4e3e0c45e75810ebe3a52672"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ae90ff9dad33a1cfe947d2c40cb9cb5e600d759ac4f0fd22616ce6540f72797"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:43a47408ac52647dfabbc66a25b05b6a61700b5165807e3fbd40063fcaf46386"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-musllinux_1_1_aarch64.whl", hash = "sha256:25bf2374a2a8433633c65ccb9553350d5e17e60c8eb4de4d92cc6bd60f01d306"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-musllinux_1_1_i686.whl", hash = "sha256:007137c9ac9ad5ea21e6ad97d3489af654381324d5d3ba614c323f60dab8fae6"},
+    {file = "pyzmq-26.2.0-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:470d4a4f6d48fb34e92d768b4e8a5cc3780db0d69107abf1cd7ff734b9766eb0"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3b55a4229ce5da9497dd0452b914556ae58e96a4381bb6f59f1305dfd7e53fc8"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:9cb3a6460cdea8fe8194a76de8895707e61ded10ad0be97188cc8463ffa7e3a8"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:8ab5cad923cc95c87bffee098a27856c859bd5d0af31bd346035aa816b081fe1"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9ed69074a610fad1c2fda66180e7b2edd4d31c53f2d1872bc2d1211563904cd9"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:cccba051221b916a4f5e538997c45d7d136a5646442b1231b916d0164067ea27"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:0eaa83fc4c1e271c24eaf8fb083cbccef8fde77ec8cd45f3c35a9a123e6da097"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:9edda2df81daa129b25a39b86cb57dfdfe16f7ec15b42b19bfac503360d27a93"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-win32.whl", hash = "sha256:ea0eb6af8a17fa272f7b98d7bebfab7836a0d62738e16ba380f440fceca2d951"},
+    {file = "pyzmq-26.2.0-cp37-cp37m-win_amd64.whl", hash = "sha256:4ff9dc6bc1664bb9eec25cd17506ef6672d506115095411e237d571e92a58231"},
+    {file = "pyzmq-26.2.0-cp38-cp38-macosx_10_15_universal2.whl", hash = "sha256:2eb7735ee73ca1b0d71e0e67c3739c689067f055c764f73aac4cc8ecf958ee3f"},
+    {file = "pyzmq-26.2.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1a534f43bc738181aa7cbbaf48e3eca62c76453a40a746ab95d4b27b1111a7d2"},
+    {file = "pyzmq-26.2.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:aedd5dd8692635813368e558a05266b995d3d020b23e49581ddd5bbe197a8ab6"},
+    {file = "pyzmq-26.2.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:8be4700cd8bb02cc454f630dcdf7cfa99de96788b80c51b60fe2fe1dac480289"},
+    {file = "pyzmq-26.2.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fcc03fa4997c447dce58264e93b5aa2d57714fbe0f06c07b7785ae131512732"},
+    {file = "pyzmq-26.2.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:402b190912935d3db15b03e8f7485812db350d271b284ded2b80d2e5704be780"},
+    {file = "pyzmq-26.2.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:8685fa9c25ff00f550c1fec650430c4b71e4e48e8d852f7ddcf2e48308038640"},
+    {file = "pyzmq-26.2.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:76589c020680778f06b7e0b193f4b6dd66d470234a16e1df90329f5e14a171cd"},
+    {file = "pyzmq-26.2.0-cp38-cp38-win32.whl", hash = "sha256:8423c1877d72c041f2c263b1ec6e34360448decfb323fa8b94e85883043ef988"},
+    {file = "pyzmq-26.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:76589f2cd6b77b5bdea4fca5992dc1c23389d68b18ccc26a53680ba2dc80ff2f"},
+    {file = "pyzmq-26.2.0-cp39-cp39-macosx_10_15_universal2.whl", hash = "sha256:b1d464cb8d72bfc1a3adc53305a63a8e0cac6bc8c5a07e8ca190ab8d3faa43c2"},
+    {file = "pyzmq-26.2.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4da04c48873a6abdd71811c5e163bd656ee1b957971db7f35140a2d573f6949c"},
+    {file = "pyzmq-26.2.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:d049df610ac811dcffdc147153b414147428567fbbc8be43bb8885f04db39d98"},
+    {file = "pyzmq-26.2.0-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:05590cdbc6b902101d0e65d6a4780af14dc22914cc6ab995d99b85af45362cc9"},
+    {file = "pyzmq-26.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c811cfcd6a9bf680236c40c6f617187515269ab2912f3d7e8c0174898e2519db"},
+    {file = "pyzmq-26.2.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:6835dd60355593de10350394242b5757fbbd88b25287314316f266e24c61d073"},
+    {file = "pyzmq-26.2.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:bc6bee759a6bddea5db78d7dcd609397449cb2d2d6587f48f3ca613b19410cfc"},
+    {file = "pyzmq-26.2.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c530e1eecd036ecc83c3407f77bb86feb79916d4a33d11394b8234f3bd35b940"},
+    {file = "pyzmq-26.2.0-cp39-cp39-win32.whl", hash = "sha256:367b4f689786fca726ef7a6c5ba606958b145b9340a5e4808132cc65759abd44"},
+    {file = "pyzmq-26.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:e6fa2e3e683f34aea77de8112f6483803c96a44fd726d7358b9888ae5bb394ec"},
+    {file = "pyzmq-26.2.0-cp39-cp39-win_arm64.whl", hash = "sha256:7445be39143a8aa4faec43b076e06944b8f9d0701b669df4af200531b21e40bb"},
+    {file = "pyzmq-26.2.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:706e794564bec25819d21a41c31d4df2d48e1cc4b061e8d345d7fb4dd3e94072"},
+    {file = "pyzmq-26.2.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8b435f2753621cd36e7c1762156815e21c985c72b19135dac43a7f4f31d28dd1"},
+    {file = "pyzmq-26.2.0-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:160c7e0a5eb178011e72892f99f918c04a131f36056d10d9c1afb223fc952c2d"},
+    {file = "pyzmq-26.2.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c4a71d5d6e7b28a47a394c0471b7e77a0661e2d651e7ae91e0cab0a587859ca"},
+    {file = "pyzmq-26.2.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:90412f2db8c02a3864cbfc67db0e3dcdbda336acf1c469526d3e869394fe001c"},
+    {file = "pyzmq-26.2.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:2ea4ad4e6a12e454de05f2949d4beddb52460f3de7c8b9d5c46fbb7d7222e02c"},
+    {file = "pyzmq-26.2.0-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:fc4f7a173a5609631bb0c42c23d12c49df3966f89f496a51d3eb0ec81f4519d6"},
+    {file = "pyzmq-26.2.0-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:878206a45202247781472a2d99df12a176fef806ca175799e1c6ad263510d57c"},
+    {file = "pyzmq-26.2.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17c412bad2eb9468e876f556eb4ee910e62d721d2c7a53c7fa31e643d35352e6"},
+    {file = "pyzmq-26.2.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:0d987a3ae5a71c6226b203cfd298720e0086c7fe7c74f35fa8edddfbd6597eed"},
+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:39887ac397ff35b7b775db7201095fc6310a35fdbae85bac4523f7eb3b840e20"},
+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:fdb5b3e311d4d4b0eb8b3e8b4d1b0a512713ad7e6a68791d0923d1aec433d919"},
+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:226af7dcb51fdb0109f0016449b357e182ea0ceb6b47dfb5999d569e5db161d5"},
+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bed0e799e6120b9c32756203fb9dfe8ca2fb8467fed830c34c877e25638c3fc"},
+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:29c7947c594e105cb9e6c466bace8532dc1ca02d498684128b339799f5248277"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:cdeabcff45d1c219636ee2e54d852262e5c2e085d6cb476d938aee8d921356b3"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35cffef589bcdc587d06f9149f8d5e9e8859920a071df5a2671de2213bef592a"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:18c8dc3b7468d8b4bdf60ce9d7141897da103c7a4690157b32b60acb45e333e6"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7133d0a1677aec369d67dd78520d3fa96dd7f3dcec99d66c1762870e5ea1a50a"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:6a96179a24b14fa6428cbfc08641c779a53f8fcec43644030328f44034c7f1f4"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:4f78c88905461a9203eac9faac157a2a0dbba84a0fd09fd29315db27be40af9f"},
+    {file = "pyzmq-26.2.0.tar.gz", hash = "sha256:070672c258581c8e4f640b5159297580a9974b026043bd4ab0470be9ed324f1f"},
 ]
 
 [package.dependencies]
@@ -1543,36 +1550,44 @@ files = [
 
 [[package]]
 name = "scipy"
-version = "1.14.0"
+version = "1.14.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "scipy-1.14.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7e911933d54ead4d557c02402710c2396529540b81dd554fc1ba270eb7308484"},
-    {file = "scipy-1.14.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:687af0a35462402dd851726295c1a5ae5f987bd6e9026f52e9505994e2f84ef6"},
-    {file = "scipy-1.14.0-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:07e179dc0205a50721022344fb85074f772eadbda1e1b3eecdc483f8033709b7"},
-    {file = "scipy-1.14.0-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:6a9c9a9b226d9a21e0a208bdb024c3982932e43811b62d202aaf1bb59af264b1"},
-    {file = "scipy-1.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:076c27284c768b84a45dcf2e914d4000aac537da74236a0d45d82c6fa4b7b3c0"},
-    {file = "scipy-1.14.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42470ea0195336df319741e230626b6225a740fd9dce9642ca13e98f667047c0"},
-    {file = "scipy-1.14.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:176c6f0d0470a32f1b2efaf40c3d37a24876cebf447498a4cefb947a79c21e9d"},
-    {file = "scipy-1.14.0-cp310-cp310-win_amd64.whl", hash = "sha256:ad36af9626d27a4326c8e884917b7ec321d8a1841cd6dacc67d2a9e90c2f0359"},
-    {file = "scipy-1.14.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6d056a8709ccda6cf36cdd2eac597d13bc03dba38360f418560a93050c76a16e"},
-    {file = "scipy-1.14.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:f0a50da861a7ec4573b7c716b2ebdcdf142b66b756a0d392c236ae568b3a93fb"},
-    {file = "scipy-1.14.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:94c164a9e2498e68308e6e148646e486d979f7fcdb8b4cf34b5441894bdb9caf"},
-    {file = "scipy-1.14.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:a7d46c3e0aea5c064e734c3eac5cf9eb1f8c4ceee756262f2c7327c4c2691c86"},
-    {file = "scipy-1.14.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9eee2989868e274aae26125345584254d97c56194c072ed96cb433f32f692ed8"},
-    {file = "scipy-1.14.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e3154691b9f7ed73778d746da2df67a19d046a6c8087c8b385bc4cdb2cfca74"},
-    {file = "scipy-1.14.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:c40003d880f39c11c1edbae8144e3813904b10514cd3d3d00c277ae996488cdb"},
-    {file = "scipy-1.14.0-cp311-cp311-win_amd64.whl", hash = "sha256:5b083c8940028bb7e0b4172acafda6df762da1927b9091f9611b0bcd8676f2bc"},
-    {file = "scipy-1.14.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:bff2438ea1330e06e53c424893ec0072640dac00f29c6a43a575cbae4c99b2b9"},
-    {file = "scipy-1.14.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:bbc0471b5f22c11c389075d091d3885693fd3f5e9a54ce051b46308bc787e5d4"},
-    {file = "scipy-1.14.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:64b2ff514a98cf2bb734a9f90d32dc89dc6ad4a4a36a312cd0d6327170339eb0"},
-    {file = "scipy-1.14.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:7d3da42fbbbb860211a811782504f38ae7aaec9de8764a9bef6b262de7a2b50f"},
-    {file = "scipy-1.14.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d91db2c41dd6c20646af280355d41dfa1ec7eead235642178bd57635a3f82209"},
-    {file = "scipy-1.14.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a01cc03bcdc777c9da3cfdcc74b5a75caffb48a6c39c8450a9a05f82c4250a14"},
-    {file = "scipy-1.14.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:65df4da3c12a2bb9ad52b86b4dcf46813e869afb006e58be0f516bc370165159"},
-    {file = "scipy-1.14.0-cp312-cp312-win_amd64.whl", hash = "sha256:4c4161597c75043f7154238ef419c29a64ac4a7c889d588ea77690ac4d0d9b20"},
-    {file = "scipy-1.14.0.tar.gz", hash = "sha256:b5923f48cb840380f9854339176ef21763118a7300a88203ccd0bdd26e58527b"},
+    {file = "scipy-1.14.1-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:b28d2ca4add7ac16ae8bb6632a3c86e4b9e4d52d3e34267f6e1b0c1f8d87e389"},
+    {file = "scipy-1.14.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d0d2821003174de06b69e58cef2316a6622b60ee613121199cb2852a873f8cf3"},
+    {file = "scipy-1.14.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:8bddf15838ba768bb5f5083c1ea012d64c9a444e16192762bd858f1e126196d0"},
+    {file = "scipy-1.14.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:97c5dddd5932bd2a1a31c927ba5e1463a53b87ca96b5c9bdf5dfd6096e27efc3"},
+    {file = "scipy-1.14.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ff0a7e01e422c15739ecd64432743cf7aae2b03f3084288f399affcefe5222d"},
+    {file = "scipy-1.14.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e32dced201274bf96899e6491d9ba3e9a5f6b336708656466ad0522d8528f69"},
+    {file = "scipy-1.14.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8426251ad1e4ad903a4514712d2fa8fdd5382c978010d1c6f5f37ef286a713ad"},
+    {file = "scipy-1.14.1-cp310-cp310-win_amd64.whl", hash = "sha256:a49f6ed96f83966f576b33a44257d869756df6cf1ef4934f59dd58b25e0327e5"},
+    {file = "scipy-1.14.1-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:2da0469a4ef0ecd3693761acbdc20f2fdeafb69e6819cc081308cc978153c675"},
+    {file = "scipy-1.14.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:c0ee987efa6737242745f347835da2cc5bb9f1b42996a4d97d5c7ff7928cb6f2"},
+    {file = "scipy-1.14.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3a1b111fac6baec1c1d92f27e76511c9e7218f1695d61b59e05e0fe04dc59617"},
+    {file = "scipy-1.14.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8475230e55549ab3f207bff11ebfc91c805dc3463ef62eda3ccf593254524ce8"},
+    {file = "scipy-1.14.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:278266012eb69f4a720827bdd2dc54b2271c97d84255b2faaa8f161a158c3b37"},
+    {file = "scipy-1.14.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fef8c87f8abfb884dac04e97824b61299880c43f4ce675dd2cbeadd3c9b466d2"},
+    {file = "scipy-1.14.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b05d43735bb2f07d689f56f7b474788a13ed8adc484a85aa65c0fd931cf9ccd2"},
+    {file = "scipy-1.14.1-cp311-cp311-win_amd64.whl", hash = "sha256:716e389b694c4bb564b4fc0c51bc84d381735e0d39d3f26ec1af2556ec6aad94"},
+    {file = "scipy-1.14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:631f07b3734d34aced009aaf6fedfd0eb3498a97e581c3b1e5f14a04164a456d"},
+    {file = "scipy-1.14.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:af29a935803cc707ab2ed7791c44288a682f9c8107bc00f0eccc4f92c08d6e07"},
+    {file = "scipy-1.14.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2843f2d527d9eebec9a43e6b406fb7266f3af25a751aa91d62ff416f54170bc5"},
+    {file = "scipy-1.14.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:eb58ca0abd96911932f688528977858681a59d61a7ce908ffd355957f7025cfc"},
+    {file = "scipy-1.14.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30ac8812c1d2aab7131a79ba62933a2a76f582d5dbbc695192453dae67ad6310"},
+    {file = "scipy-1.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f9ea80f2e65bdaa0b7627fb00cbeb2daf163caa015e59b7516395fe3bd1e066"},
+    {file = "scipy-1.14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:edaf02b82cd7639db00dbff629995ef185c8df4c3ffa71a5562a595765a06ce1"},
+    {file = "scipy-1.14.1-cp312-cp312-win_amd64.whl", hash = "sha256:2ff38e22128e6c03ff73b6bb0f85f897d2362f8c052e3b8ad00532198fbdae3f"},
+    {file = "scipy-1.14.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1729560c906963fc8389f6aac023739ff3983e727b1a4d87696b7bf108316a79"},
+    {file = "scipy-1.14.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:4079b90df244709e675cdc8b93bfd8a395d59af40b72e339c2287c91860deb8e"},
+    {file = "scipy-1.14.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:e0cf28db0f24a38b2a0ca33a85a54852586e43cf6fd876365c86e0657cfe7d73"},
+    {file = "scipy-1.14.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e"},
+    {file = "scipy-1.14.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b99722ea48b7ea25e8e015e8341ae74624f72e5f21fc2abd45f3a93266de4c5d"},
+    {file = "scipy-1.14.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5149e3fd2d686e42144a093b206aef01932a0059c2a33ddfa67f5f035bdfe13e"},
+    {file = "scipy-1.14.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e4f5a7c49323533f9103d4dacf4e4f07078f360743dec7f7596949149efeec06"},
+    {file = "scipy-1.14.1-cp313-cp313-win_amd64.whl", hash = "sha256:baff393942b550823bfce952bb62270ee17504d02a1801d7fd0719534dfb9c84"},
+    {file = "scipy-1.14.1.tar.gz", hash = "sha256:5a275584e726026a5699459aa72f828a610821006228e841b94275c4a7c08417"},
 ]
 
 [package.dependencies]
@@ -1580,52 +1595,58 @@ numpy = ">=1.23.5,<2.3"
 
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
-doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
-test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<=7.3.7)", "sphinx-design (>=0.4.0)"]
+test = ["Cython", "array-api-strict (>=2.0)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "shapely"
-version = "2.0.5"
+version = "2.0.6"
 description = "Manipulation and analysis of geometric objects"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "shapely-2.0.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:89d34787c44f77a7d37d55ae821f3a784fa33592b9d217a45053a93ade899375"},
-    {file = "shapely-2.0.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:798090b426142df2c5258779c1d8d5734ec6942f778dab6c6c30cfe7f3bf64ff"},
-    {file = "shapely-2.0.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45211276900c4790d6bfc6105cbf1030742da67594ea4161a9ce6812a6721e68"},
-    {file = "shapely-2.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e119444bc27ca33e786772b81760f2028d930ac55dafe9bc50ef538b794a8e1"},
-    {file = "shapely-2.0.5-cp310-cp310-win32.whl", hash = "sha256:9a4492a2b2ccbeaebf181e7310d2dfff4fdd505aef59d6cb0f217607cb042fb3"},
-    {file = "shapely-2.0.5-cp310-cp310-win_amd64.whl", hash = "sha256:1e5cb5ee72f1bc7ace737c9ecd30dc174a5295fae412972d3879bac2e82c8fae"},
-    {file = "shapely-2.0.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5bbfb048a74cf273db9091ff3155d373020852805a37dfc846ab71dde4be93ec"},
-    {file = "shapely-2.0.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:93be600cbe2fbaa86c8eb70656369f2f7104cd231f0d6585c7d0aa555d6878b8"},
-    {file = "shapely-2.0.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0f8e71bb9a46814019f6644c4e2560a09d44b80100e46e371578f35eaaa9da1c"},
-    {file = "shapely-2.0.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d5251c28a29012e92de01d2e84f11637eb1d48184ee8f22e2df6c8c578d26760"},
-    {file = "shapely-2.0.5-cp311-cp311-win32.whl", hash = "sha256:35110e80070d664781ec7955c7de557456b25727a0257b354830abb759bf8311"},
-    {file = "shapely-2.0.5-cp311-cp311-win_amd64.whl", hash = "sha256:6c6b78c0007a34ce7144f98b7418800e0a6a5d9a762f2244b00ea560525290c9"},
-    {file = "shapely-2.0.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:03bd7b5fa5deb44795cc0a503999d10ae9d8a22df54ae8d4a4cd2e8a93466195"},
-    {file = "shapely-2.0.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2ff9521991ed9e201c2e923da014e766c1aa04771bc93e6fe97c27dcf0d40ace"},
-    {file = "shapely-2.0.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b65365cfbf657604e50d15161ffcc68de5cdb22a601bbf7823540ab4918a98d"},
-    {file = "shapely-2.0.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21f64e647a025b61b19585d2247137b3a38a35314ea68c66aaf507a1c03ef6fe"},
-    {file = "shapely-2.0.5-cp312-cp312-win32.whl", hash = "sha256:3ac7dc1350700c139c956b03d9c3df49a5b34aaf91d024d1510a09717ea39199"},
-    {file = "shapely-2.0.5-cp312-cp312-win_amd64.whl", hash = "sha256:30e8737983c9d954cd17feb49eb169f02f1da49e24e5171122cf2c2b62d65c95"},
-    {file = "shapely-2.0.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ff7731fea5face9ec08a861ed351734a79475631b7540ceb0b66fb9732a5f529"},
-    {file = "shapely-2.0.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff9e520af0c5a578e174bca3c18713cd47a6c6a15b6cf1f50ac17dc8bb8db6a2"},
-    {file = "shapely-2.0.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49b299b91557b04acb75e9732645428470825061f871a2edc36b9417d66c1fc5"},
-    {file = "shapely-2.0.5-cp37-cp37m-win32.whl", hash = "sha256:b5870633f8e684bf6d1ae4df527ddcb6f3895f7b12bced5c13266ac04f47d231"},
-    {file = "shapely-2.0.5-cp37-cp37m-win_amd64.whl", hash = "sha256:401cb794c5067598f50518e5a997e270cd7642c4992645479b915c503866abed"},
-    {file = "shapely-2.0.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e91ee179af539100eb520281ba5394919067c6b51824e6ab132ad4b3b3e76dd0"},
-    {file = "shapely-2.0.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8af6f7260f809c0862741ad08b1b89cb60c130ae30efab62320bbf4ee9cc71fa"},
-    {file = "shapely-2.0.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5456dd522800306ba3faef77c5ba847ec30a0bd73ab087a25e0acdd4db2514f"},
-    {file = "shapely-2.0.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b714a840402cde66fd7b663bb08cacb7211fa4412ea2a209688f671e0d0631fd"},
-    {file = "shapely-2.0.5-cp38-cp38-win32.whl", hash = "sha256:7e8cf5c252fac1ea51b3162be2ec3faddedc82c256a1160fc0e8ddbec81b06d2"},
-    {file = "shapely-2.0.5-cp38-cp38-win_amd64.whl", hash = "sha256:4461509afdb15051e73ab178fae79974387f39c47ab635a7330d7fee02c68a3f"},
-    {file = "shapely-2.0.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7545a39c55cad1562be302d74c74586f79e07b592df8ada56b79a209731c0219"},
-    {file = "shapely-2.0.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4c83a36f12ec8dee2066946d98d4d841ab6512a6ed7eb742e026a64854019b5f"},
-    {file = "shapely-2.0.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89e640c2cd37378480caf2eeda9a51be64201f01f786d127e78eaeff091ec897"},
-    {file = "shapely-2.0.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:06efe39beafde3a18a21dde169d32f315c57da962826a6d7d22630025200c5e6"},
-    {file = "shapely-2.0.5-cp39-cp39-win32.whl", hash = "sha256:8203a8b2d44dcb366becbc8c3d553670320e4acf0616c39e218c9561dd738d92"},
-    {file = "shapely-2.0.5-cp39-cp39-win_amd64.whl", hash = "sha256:7fed9dbfbcfec2682d9a047b9699db8dcc890dfca857ecba872c42185fc9e64e"},
-    {file = "shapely-2.0.5.tar.gz", hash = "sha256:bff2366bc786bfa6cb353d6b47d0443c570c32776612e527ee47b6df63fcfe32"},
+    {file = "shapely-2.0.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29a34e068da2d321e926b5073539fd2a1d4429a2c656bd63f0bd4c8f5b236d0b"},
+    {file = "shapely-2.0.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c84c3f53144febf6af909d6b581bc05e8785d57e27f35ebaa5c1ab9baba13b"},
+    {file = "shapely-2.0.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ad2fae12dca8d2b727fa12b007e46fbc522148a584f5d6546c539f3464dccde"},
+    {file = "shapely-2.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3304883bd82d44be1b27a9d17f1167fda8c7f5a02a897958d86c59ec69b705e"},
+    {file = "shapely-2.0.6-cp310-cp310-win32.whl", hash = "sha256:3ec3a0eab496b5e04633a39fa3d5eb5454628228201fb24903d38174ee34565e"},
+    {file = "shapely-2.0.6-cp310-cp310-win_amd64.whl", hash = "sha256:28f87cdf5308a514763a5c38de295544cb27429cfa655d50ed8431a4796090c4"},
+    {file = "shapely-2.0.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5aeb0f51a9db176da9a30cb2f4329b6fbd1e26d359012bb0ac3d3c7781667a9e"},
+    {file = "shapely-2.0.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9a7a78b0d51257a367ee115f4d41ca4d46edbd0dd280f697a8092dd3989867b2"},
+    {file = "shapely-2.0.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f32c23d2f43d54029f986479f7c1f6e09c6b3a19353a3833c2ffb226fb63a855"},
+    {file = "shapely-2.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3dc9fb0eb56498912025f5eb352b5126f04801ed0e8bdbd867d21bdbfd7cbd0"},
+    {file = "shapely-2.0.6-cp311-cp311-win32.whl", hash = "sha256:d93b7e0e71c9f095e09454bf18dad5ea716fb6ced5df3cb044564a00723f339d"},
+    {file = "shapely-2.0.6-cp311-cp311-win_amd64.whl", hash = "sha256:c02eb6bf4cfb9fe6568502e85bb2647921ee49171bcd2d4116c7b3109724ef9b"},
+    {file = "shapely-2.0.6-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:cec9193519940e9d1b86a3b4f5af9eb6910197d24af02f247afbfb47bcb3fab0"},
+    {file = "shapely-2.0.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:83b94a44ab04a90e88be69e7ddcc6f332da7c0a0ebb1156e1c4f568bbec983c3"},
+    {file = "shapely-2.0.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:537c4b2716d22c92036d00b34aac9d3775e3691f80c7aa517c2c290351f42cd8"},
+    {file = "shapely-2.0.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98fea108334be345c283ce74bf064fa00cfdd718048a8af7343c59eb40f59726"},
+    {file = "shapely-2.0.6-cp312-cp312-win32.whl", hash = "sha256:42fd4cd4834747e4990227e4cbafb02242c0cffe9ce7ef9971f53ac52d80d55f"},
+    {file = "shapely-2.0.6-cp312-cp312-win_amd64.whl", hash = "sha256:665990c84aece05efb68a21b3523a6b2057e84a1afbef426ad287f0796ef8a48"},
+    {file = "shapely-2.0.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:42805ef90783ce689a4dde2b6b2f261e2c52609226a0438d882e3ced40bb3013"},
+    {file = "shapely-2.0.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:6d2cb146191a47bd0cee8ff5f90b47547b82b6345c0d02dd8b25b88b68af62d7"},
+    {file = "shapely-2.0.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3fdef0a1794a8fe70dc1f514440aa34426cc0ae98d9a1027fb299d45741c381"},
+    {file = "shapely-2.0.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c665a0301c645615a107ff7f52adafa2153beab51daf34587170d85e8ba6805"},
+    {file = "shapely-2.0.6-cp313-cp313-win32.whl", hash = "sha256:0334bd51828f68cd54b87d80b3e7cee93f249d82ae55a0faf3ea21c9be7b323a"},
+    {file = "shapely-2.0.6-cp313-cp313-win_amd64.whl", hash = "sha256:d37d070da9e0e0f0a530a621e17c0b8c3c9d04105655132a87cfff8bd77cc4c2"},
+    {file = "shapely-2.0.6-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:fa7468e4f5b92049c0f36d63c3e309f85f2775752e076378e36c6387245c5462"},
+    {file = "shapely-2.0.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ed5867e598a9e8ac3291da6cc9baa62ca25706eea186117034e8ec0ea4355653"},
+    {file = "shapely-2.0.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:81d9dfe155f371f78c8d895a7b7f323bb241fb148d848a2bf2244f79213123fe"},
+    {file = "shapely-2.0.6-cp37-cp37m-win32.whl", hash = "sha256:fbb7bf02a7542dba55129062570211cfb0defa05386409b3e306c39612e7fbcc"},
+    {file = "shapely-2.0.6-cp37-cp37m-win_amd64.whl", hash = "sha256:837d395fac58aa01aa544495b97940995211e3e25f9aaf87bc3ba5b3a8cd1ac7"},
+    {file = "shapely-2.0.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:c6d88ade96bf02f6bfd667ddd3626913098e243e419a0325ebef2bbd481d1eb6"},
+    {file = "shapely-2.0.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8b3b818c4407eaa0b4cb376fd2305e20ff6df757bf1356651589eadc14aab41b"},
+    {file = "shapely-2.0.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1bbc783529a21f2bd50c79cef90761f72d41c45622b3e57acf78d984c50a5d13"},
+    {file = "shapely-2.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2423f6c0903ebe5df6d32e0066b3d94029aab18425ad4b07bf98c3972a6e25a1"},
+    {file = "shapely-2.0.6-cp38-cp38-win32.whl", hash = "sha256:2de00c3bfa80d6750832bde1d9487e302a6dd21d90cb2f210515cefdb616e5f5"},
+    {file = "shapely-2.0.6-cp38-cp38-win_amd64.whl", hash = "sha256:3a82d58a1134d5e975f19268710e53bddd9c473743356c90d97ce04b73e101ee"},
+    {file = "shapely-2.0.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:392f66f458a0a2c706254f473290418236e52aa4c9b476a072539d63a2460595"},
+    {file = "shapely-2.0.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:eba5bae271d523c938274c61658ebc34de6c4b33fdf43ef7e938b5776388c1be"},
+    {file = "shapely-2.0.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7060566bc4888b0c8ed14b5d57df8a0ead5c28f9b69fb6bed4476df31c51b0af"},
+    {file = "shapely-2.0.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b02154b3e9d076a29a8513dffcb80f047a5ea63c897c0cd3d3679f29363cf7e5"},
+    {file = "shapely-2.0.6-cp39-cp39-win32.whl", hash = "sha256:44246d30124a4f1a638a7d5419149959532b99dfa25b54393512e6acc9c211ac"},
+    {file = "shapely-2.0.6-cp39-cp39-win_amd64.whl", hash = "sha256:2b542d7f1dbb89192d3512c52b679c822ba916f93479fa5d4fc2fe4fa0b3c9e8"},
+    {file = "shapely-2.0.6.tar.gz", hash = "sha256:997f6159b1484059ec239cacaa53467fd8b5564dabe186cd84ac2944663b0bf6"},
 ]
 
 [package.dependencies]
@@ -1829,4 +1850,4 @@ test = ["pytest", "pytest-cov"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.12"
-content-hash = "898805ebc57d9b70f9a397ee263141b65eaf2fe3afd369f1c2a02d4be6ef0bfa"
+content-hash = "39986a4cff6c594e7a5ec9256efb821ce770799c8d231ebdcfa6a5b64c2b6610"
diff --git a/pyproject.toml b/pyproject.toml
index e410c30..ec6ac94 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,7 @@ geopandas = "^1.0.1"
 immutabledict = "^4.2.0"
 ipykernel = "^6.29.5"
 nbformat = "^5.10.4"
-plotly = "^5.23.0"
+plotly = "^5.24.0"
 psutil = "^6.0.0"
 requests = "^2.32.3"
 statsmodels = "^0.14.2"
@@ -21,7 +21,7 @@ tomlkit = "^0.13.2"
 xlrd = "^2.0.1"
 
 [tool.poetry.group.dev.dependencies]
-ruff = "^0.6.1"
+ruff = "^0.6.3"
 pytest = "^8.3.2"
 pytest-cov = "^5.0.0"
 pytest-mock = "^3.14.0"