diff --git a/.github/workflows/code_style_checks.yml b/.github/workflows/code_style_checks.yml
index 83ce8a0..78ea1be 100644
--- a/.github/workflows/code_style_checks.yml
+++ b/.github/workflows/code_style_checks.yml
@@ -19,7 +19,7 @@ jobs:
         python-version: ["3.10"]
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Install poetry
       run: pipx install poetry
     - name: Set up Python ${{ matrix.python-version }}
diff --git a/.github/workflows/python_tests.yml b/.github/workflows/python_tests.yml
index 00b4b8c..9f2a2f1 100644
--- a/.github/workflows/python_tests.yml
+++ b/.github/workflows/python_tests.yml
@@ -18,7 +18,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Install poetry
       run: pipx install poetry
     - name: Set up Python 3.10
diff --git a/oeffikator/Dockerfile b/oeffikator/Dockerfile
index 3339930..7b236a2 100644
--- a/oeffikator/Dockerfile
+++ b/oeffikator/Dockerfile
@@ -1,11 +1,11 @@
 # From the Fastapi website (https://fastapi.tiangolo.com/deployment/docker/#docker-image-with-poetry)
-FROM python:3.11 as requirements-stage
+FROM python:3.12 as requirements-stage
 # create requirements.txt from poetry
 WORKDIR /tmp
 RUN pip install poetry
 COPY . /tmp/
 RUN poetry build && poetry export -f requirements.txt --output requirements.txt --without-hashes --without code_check,test
-FROM python:3.11
+FROM python:3.12
 WORKDIR /code
 # install required python packages
 COPY --from=requirements-stage /tmp/requirements.txt /code/requirements.txt
diff --git a/poetry.lock b/poetry.lock
index a8097d6..65ee240 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,99 +2,99 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.8.4"
+version = "3.8.6"
 description = "Async http client/server framework (asyncio)"
 category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
@@ -124,26 +124,43 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "ansi2html"
+version = "1.8.0"
+description = ""
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "ansi2html-1.8.0-py3-none-any.whl", hash = "sha256:ef9cc9682539dbe524fbf8edad9c9462a308e04bce1170c32daa8fdfd0001785"},
+    {file = "ansi2html-1.8.0.tar.gz", hash = "sha256:38b82a298482a1fa2613f0f9c9beb3db72a8f832eeac58eb2e47bf32cd37f6d5"},
+]
+
+[package.extras]
+docs = ["Sphinx", "setuptools-scm", "sphinx-rtd-theme"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "anyio"
-version = "3.6.2"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "main"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
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+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
 
 [[package]]
 name = "appnope"
@@ -232,23 +249,18 @@ python-dateutil = ">=2.7.0"
 
 [[package]]
 name = "astroid"
-version = "2.15.5"
+version = "3.0.1"
 description = "An abstract syntax tree for Python with inference support."
 category = "dev"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-2.15.5-py3-none-any.whl", hash = "sha256:078e5212f9885fa85fbb0cf0101978a336190aadea6e13305409d099f71b2324"},
-    {file = "astroid-2.15.5.tar.gz", hash = "sha256:1039262575027b441137ab4a62a793a9b43defb42c32d5670f38686207cd780f"},
+    {file = "astroid-3.0.1-py3-none-any.whl", hash = "sha256:7d5895c9825e18079c5aeac0572bc2e4c83205c95d416e0b4fee8bc361d2d9ca"},
+    {file = "astroid-3.0.1.tar.gz", hash = "sha256:86b0bb7d7da0be1a7c4aedb7974e391b32d4ed89e33de6ed6902b4b15c97577e"},
 ]
 
 [package.dependencies]
-lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = [
-    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
-    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
-]
 
 [[package]]
 name = "asttokens"
@@ -362,37 +374,30 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.3.0"
+version = "23.10.1"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "black-23.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ed45ac9a613fb52dad3b61c8dea2ec9510bf3108d4db88422bacc7d1ba1243d"},
+    {file = "black-23.10.1-cp39-cp39-win_amd64.whl", hash = "sha256:6d23d7822140e3fef190734216cefb262521789367fbdc0b3f22af6744058982"},
+    {file = "black-23.10.1-py3-none-any.whl", hash = "sha256:d431e6739f727bb2e0495df64a6c7a5310758e87505f5f8cde9ff6c0f2d7e4fe"},
+    {file = "black-23.10.1.tar.gz", hash = "sha256:1f8ce316753428ff68749c65a5f7844631aa18c8679dfd3ca9dc1a289979c258"},
 ]
 
 [package.dependencies]
@@ -404,6 +409,7 @@ pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tokenize-rt = {version = ">=3.2.0", optional = true, markers = "extra == \"jupyter\""}
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -430,18 +436,6 @@ webencodings = "*"
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.2)"]
 
-[[package]]
-name = "blinker"
-version = "1.6.2"
-description = "Fast, simple object-to-object and broadcast signaling"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "blinker-1.6.2-py3-none-any.whl", hash = "sha256:c3d739772abb7bc2860abf5f2ec284223d9ad5c76da018234f6f50d6f31ab1f0"},
-    {file = "blinker-1.6.2.tar.gz", hash = "sha256:4afd3de66ef3a9f8067559fb7a1cbe555c17dcbe15971b05d1b625c3e7abe213"},
-]
-
 [[package]]
 name = "branca"
 version = "0.6.0"
@@ -834,26 +828,34 @@ files = [
 
 [[package]]
 name = "dash"
-version = "2.9.3"
+version = "2.14.0"
 description = "A Python framework for building reactive web-apps. Developed by Plotly."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "dash-2.9.3-py3-none-any.whl", hash = "sha256:a749ae1ea9de3fe7b785353a818ec9b629d39c6b7e02462954203bd1e296fd0e"},
-    {file = "dash-2.9.3.tar.gz", hash = "sha256:47392f8d6455dc989a697407eb5941f3bad80604df985ab1ac9d4244568ffb34"},
+    {file = "dash-2.14.0-py3-none-any.whl", hash = "sha256:b88ffb53cb1bf54c12780ecf89943bb901c8914b3c075002e46519c9b17d7a72"},
+    {file = "dash-2.14.0.tar.gz", hash = "sha256:bd28be70be24ae1d1f764b8217a03da35e9ed895406686d24dfb6ed4e331e5a9"},
 ]
 
 [package.dependencies]
+ansi2html = "*"
 dash-core-components = "2.0.0"
 dash-html-components = "2.0.0"
 dash-table = "5.0.0"
-Flask = ">=1.0.4"
+Flask = ">=1.0.4,<2.3.0"
+importlib-metadata = {version = "*", markers = "python_version >= \"3.7\""}
+nest-asyncio = "*"
 plotly = ">=5.0.0"
+requests = "*"
+retrying = "*"
+setuptools = "*"
+typing-extensions = ">=4.1.1"
+Werkzeug = "<2.3.0"
 
 [package.extras]
 celery = ["celery[redis] (>=5.1.2)", "importlib-metadata (<5)", "redis (>=3.5.3)"]
-ci = ["black (==21.6b0)", "black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==1.0.0)", "isort (==4.3.21)", "mimesis", "mock (==4.0.3)", "numpy", "openpyxl", "orjson (==3.5.4)", "orjson (==3.6.7)", "pandas (==1.1.5)", "pandas (>=1.4.0)", "preconditions", "pyarrow", "pyarrow (<3)", "pylint (==2.13.5)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "xlrd (<2)", "xlrd (>=2.0.1)"]
+ci = ["black (==21.6b0)", "black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==1.0.0)", "isort (==4.3.21)", "jupyterlab (<4.0.0)", "mimesis", "mock (==4.0.3)", "numpy (<=1.25.2)", "openpyxl", "orjson (==3.5.4)", "orjson (==3.6.7)", "pandas (==1.1.5)", "pandas (>=1.4.0)", "preconditions", "pyarrow", "pyarrow (<3)", "pylint (==2.13.5)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "xlrd (<2)", "xlrd (>=2.0.1)"]
 compress = ["flask-compress"]
 dev = ["PyYAML (>=5.4.1)", "coloredlogs (>=15.0.1)", "fire (>=0.4.0)"]
 diskcache = ["diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "psutil (>=5.8.0)"]
@@ -962,11 +964,26 @@ files = [
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
 
+[[package]]
+name = "dill"
+version = "0.3.7"
+description = "serialize all of Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "dill-0.3.7-py3-none-any.whl", hash = "sha256:76b122c08ef4ce2eedcd4d1abd8e641114bfc6c2867f49f3c41facf65bf19f5e"},
+    {file = "dill-0.3.7.tar.gz", hash = "sha256:cc1c8b182eb3013e24bd475ff2e9295af86c1a38eb1aff128dac8962a9ce3c03"},
+]
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.1.1"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -994,25 +1011,24 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastapi"
-version = "0.95.2"
+version = "0.104.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "fastapi-0.95.2-py3-none-any.whl", hash = "sha256:d374dbc4ef2ad9b803899bd3360d34c534adc574546e25314ab72c0c4411749f"},
-    {file = "fastapi-0.95.2.tar.gz", hash = "sha256:4d9d3e8c71c73f11874bcf5e33626258d143252e329a01002f767306c64fb982"},
+    {file = "fastapi-0.104.0-py3-none-any.whl", hash = "sha256:456482c1178fb7beb2814b88e1885bc49f9a81f079665016feffe3e1c6a7663e"},
+    {file = "fastapi-0.104.0.tar.gz", hash = "sha256:9c44de45693ae037b0c6914727a29c49a40668432b67c859a87851fc6a7b74c6"},
 ]
 
 [package.dependencies]
-pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
+anyio = ">=3.7.1,<4.0.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
 starlette = ">=0.27.0,<0.28.0"
+typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-dev = ["pre-commit (>=2.17.0,<3.0.0)", "ruff (==0.0.138)", "uvicorn[standard] (>=0.12.0,<0.21.0)"]
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+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fastjsonschema"
@@ -1031,22 +1047,21 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "flask"
-version = "2.3.2"
+version = "2.2.5"
 description = "A simple framework for building complex web applications."
 category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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+    {file = "Flask-2.2.5-py3-none-any.whl", hash = "sha256:58107ed83443e86067e41eff4631b058178191a355886f8e479e347fa1285fdf"},
+    {file = "Flask-2.2.5.tar.gz", hash = "sha256:edee9b0a7ff26621bd5a8c10ff484ae28737a2410d99b0bb9a6850c7fb977aa0"},
 ]
 
 [package.dependencies]
-blinker = ">=1.6.2"
-click = ">=8.1.3"
-itsdangerous = ">=2.1.2"
-Jinja2 = ">=3.1.2"
-Werkzeug = ">=2.3.3"
+click = ">=8.0"
+itsdangerous = ">=2.0"
+Jinja2 = ">=3.0"
+Werkzeug = ">=2.2.2"
 
 [package.extras]
 async = ["asgiref (>=3.2)"]
@@ -1197,20 +1212,23 @@ files = [
 
 [[package]]
 name = "geoalchemy2"
-version = "0.13.3"
+version = "0.14.2"
 description = "Using SQLAlchemy with Spatial Databases"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "GeoAlchemy2-0.13.3.tar.gz", hash = "sha256:d85a7deaa9a230901733f7419d6bff5674b8730651de1a07f2b6423aa4925d09"},
+    {file = "GeoAlchemy2-0.14.2-py3-none-any.whl", hash = "sha256:ca81c2d924c0724458102bac93f68f3e3c337a65fcb811af5e504ce7c5d56ac2"},
+    {file = "GeoAlchemy2-0.14.2.tar.gz", hash = "sha256:8ca023dcb9a36c6d312f3b4aee631d66385264e2fc9feb0ab0f446eb5609407d"},
 ]
 
 [package.dependencies]
 packaging = "*"
 SQLAlchemy = ">=1.4"
 
+[package.extras]
+shapely = ["Shapely (>=1.7)"]
+
 [[package]]
 name = "geographiclib"
 version = "2.0"
@@ -1225,14 +1243,14 @@ files = [
 
 [[package]]
 name = "geopy"
-version = "2.3.0"
+version = "2.4.0"
 description = "Python Geocoding Toolbox"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "geopy-2.3.0.tar.gz", hash = "sha256:228cd53b6eef699b2289d1172e462a90d5057779a10388a7366291812601187f"},
+    {file = "geopy-2.4.0-py3-none-any.whl", hash = "sha256:d2639a46d0ce4c091e9688b750ba94348a14b898a1e55c68f4b4a07e7d1afa20"},
+    {file = "geopy-2.4.0.tar.gz", hash = "sha256:a59392bf17adb486b25dbdd71fbed27733bdf24a2dac588047a619de56695e36"},
 ]
 
 [package.dependencies]
@@ -1260,6 +1278,7 @@ files = [
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+    {file = "greenlet-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d967650d3f56af314b72df7089d96cda1083a7fc2da05b375d2bc48c82ab3f3c"},
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     {file = "greenlet-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:26fbfce90728d82bc9e6c38ea4d038cba20b7faf8a0ca53a9c07b67318d46088"},
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@@ -1268,6 +1287,7 @@ files = [
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+    {file = "greenlet-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d4606a527e30548153be1a9f155f4e283d109ffba663a15856089fb55f933e47"},
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     {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a1846f1b999e78e13837c93c778dcfc3365902cfb8d1bdb7dd73ead37059f0d0"},
     {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a06ad5312349fec0ab944664b01d26f8d1f05009566339ac6f63f56589bc1a2"},
@@ -1297,6 +1317,7 @@ files = [
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+    {file = "greenlet-2.0.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1087300cf9700bbf455b1b97e24db18f2f77b55302a68272c56209d5587c12d1"},
     {file = "greenlet-2.0.2-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:ba2956617f1c42598a308a84c6cf021a90ff3862eddafd20c3333d50f0edb45b"},
     {file = "greenlet-2.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc3a569657468b6f3fb60587e48356fe512c1754ca05a564f11366ac9e306526"},
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@@ -1305,6 +1326,7 @@ files = [
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+    {file = "greenlet-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8512a0c38cfd4e66a858ddd1b17705587900dd760c6003998e9472b77b56d417"},
     {file = "greenlet-2.0.2-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:88d9ab96491d38a5ab7c56dd7a3cc37d83336ecc564e4e8816dbed12e5aaefc8"},
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@@ -1323,18 +1345,18 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "gunicorn"
-version = "20.1.0"
+version = "21.2.0"
 description = "WSGI HTTP Server for UNIX"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
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+    {file = "gunicorn-21.2.0.tar.gz", hash = "sha256:88ec8bff1d634f98e61b9f65bc4bf3cd918a90806c6f5c48bc5603849ec81033"},
 ]
 
 [package.dependencies]
-setuptools = ">=3.0"
+packaging = "*"
 
 [package.extras]
 eventlet = ["eventlet (>=0.24.1)"]
@@ -1368,19 +1390,19 @@ files = [
 
 [[package]]
 name = "imageio"
-version = "2.28.1"
+version = "2.31.6"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "imageio-2.31.6.tar.gz", hash = "sha256:721f238896a9a99a77b73f06f42fc235d477d5d378cdf34dd0bee1e408b4742c"},
 ]
 
 [package.dependencies]
 numpy = "*"
-pillow = ">=8.3.2"
+pillow = ">=8.3.2,<10.1.0"
 
 [package.extras]
 all-plugins = ["astropy", "av", "imageio-ffmpeg", "psutil", "tifffile"]
@@ -1398,6 +1420,26 @@ pyav = ["av"]
 test = ["fsspec[github]", "pytest", "pytest-cov"]
 tifffile = ["tifffile"]
 
+[[package]]
+name = "importlib-metadata"
+version = "6.8.0"
+description = "Read metadata from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {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 = "iniconfig"
 version = "2.0.0"
@@ -1925,52 +1967,6 @@ files = [
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 ]
 
-[[package]]
-name = "lazy-object-proxy"
-version = "1.9.0"
-description = "A fast and thorough lazy object proxy."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
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 [package.dependencies]
@@ -2087,11 +2070,12 @@ contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 kiwisolver = ">=1.0.1"
-numpy = ">=1.20"
+numpy = ">=1.21,<2"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
 
 [[package]]
 name = "matplotlib-inline"
@@ -2370,14 +2354,14 @@ toolchain = ["black", "blacken-docs", "flake8", "isort", "jupytext", "mypy", "py
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.8"
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 [[package]]
@@ -2903,14 +2951,14 @@ tests = ["pytest"]
 
 [[package]]
 name = "pycodestyle"
-version = "2.10.0"
+version = "2.11.1"
 description = "Python style guide checker"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -2995,22 +3043,23 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pylint"
-version = "2.17.4"
+version = "3.0.2"
 description = "python code static checker"
 category = "dev"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
-astroid = ">=2.15.4,<=2.17.0-dev0"
+astroid = ">=3.0.1,<=3.1.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
     {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
+    {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
 ]
 isort = ">=4.2.5,<6"
 mccabe = ">=0.6,<0.8"
@@ -3076,14 +3125,14 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.3.1"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3095,18 +3144,18 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
-version = "4.0.0"
+version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3382,14 +3431,14 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
 [[package]]
 name = "requests"
-version = "2.30.0"
+version = "2.31.0"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3402,6 +3451,21 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "retrying"
+version = "1.3.4"
+description = "Retrying"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+six = ">=1.7.0"
+
 [[package]]
 name = "rfc3339-validator"
 version = "0.1.4"
@@ -3431,46 +3495,51 @@ files = [
 
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 name = "scikit-learn"
-version = "1.2.2"
+version = "1.3.2"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -3692,7 +3795,7 @@ greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or
 typing-extensions = ">=4.2.0"
 
 [package.extras]
-aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
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 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
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 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
@@ -3894,14 +3998,14 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.5.0"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 category = "main"
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-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [[package]]
@@ -3951,19 +4055,20 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
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 description = "The lightning-fast ASGI server."
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 [package.dependencies]
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 h11 = ">=0.8"
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 [package.dependencies]
 MarkupSafe = ">=2.1.1"
 
 [package.extras]
-watchdog = ["watchdog (>=2.3)"]
+watchdog = ["watchdog"]
 
 [[package]]
 name = "widgetsnbextension"
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-    {file = "wrapt-1.15.0-py3-none-any.whl", hash = "sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640"},
-    {file = "wrapt-1.15.0.tar.gz", hash = "sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a"},
-]
-
 [[package]]
 name = "yarl"
 version = "1.9.2"
@@ -4228,7 +4248,23 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
+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 = "^3.10"
-content-hash = "d09233ab786c5c1b2dbed02bbf84faf32e4dda8a76fd212b7d1a9b8ca9009ac8"
+content-hash = "fbbe102df79b59f33d4fee208ba546e71a790a92231d25fb812071f012fc33e5"
diff --git a/pyproject.toml b/pyproject.toml
index 87c4fe2..5db7992 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,10 +16,10 @@ geopy = "^2.3.0"
 nest-asyncio = "^1.5.6"
 jupyter = "^1.0.0"
 scikit-learn = "^1.2.0"
-fastapi = "^0.95.0"
-uvicorn = "^0.22.0"
+fastapi = "^0.104.0"
+uvicorn = "^0.23.0"
 sqlalchemy = "^2.0.0"
-geoalchemy2 = "^0.13.1"
+geoalchemy2 = "^0.14.0"
 psycopg2-binary = "^2.9.5"
 shapely = "^2.0.0"
 aiohttp = "^3.8.4"
@@ -29,7 +29,7 @@ pytz = "^2022.7.1"
 [tool.poetry.group.code_check.dependencies]
 isort = "^5.11.4"
 black = {extras = ["jupyter"], version = "^23.0.0"}
-pylint = "^2.15.9"
+pylint = "^3.0.0"
 pycodestyle = "^2.10.0"
 nbqa = "^1.6.0"
 
@@ -45,7 +45,7 @@ dash = "^2.8.1"
 matplotlib = "^3.7.0"
 folium = "^0.14.0"
 imageio = "^2.25.1"
-gunicorn = "^20.1.0"
+gunicorn = "^21.0.0"
 
 [build-system]
 requires = ["poetry-core"]