diff --git a/.github/workflows/pytest-legacy.yml b/.github/workflows/pytest-legacy.yml
index 0f6eaa605..61e4e5431 100644
--- a/.github/workflows/pytest-legacy.yml
+++ b/.github/workflows/pytest-legacy.yml
@@ -15,59 +15,59 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v4
+      - uses: actions/checkout@v4
 
-    - name: Set up Python
-      id: setup-python
-      uses: actions/setup-python@v5
-      with:
-        python-version: '3.10'
+      - name: Set up Python
+        id: setup-python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
 
-    #------------------------------
-    #  install & configure poetry
-    #------------------------------
-    - name: Install Poetry
-      uses: snok/install-poetry@v1
-      with:
-        virtualenvs-create: true
-        virtualenvs-in-project: true
-        installer-parallel: true
+      #------------------------------
+      #  install & configure poetry
+      #------------------------------
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
+        with:
+          virtualenvs-create: true
+          virtualenvs-in-project: true
+          installer-parallel: true
 
-    - name: Enforce usage of specific out-dated versions of dependencies
-      # Update the package requirements when changing minimum dependency versions
-      # Please also add a section "Dependency changes" to the release notes
-      # Don't install packages, just update lock file to see if a cache exists
-      run: |
-        poetry add iam-units@2020.4.21 --lock
-        poetry add matplotlib@3.6.0 --lock
-        poetry add numpy@1.26.0 --lock
-        poetry add pandas@2.1.2 --lock
-        poetry add pint@0.13 --lock
-        poetry add xlrd@2.0.1 --optional --lock
-        poetry add xlsxwriter@3.0.3 --lock
+      - name: Enforce usage of specific out-dated versions of dependencies
+        # Update the package requirements when changing minimum dependency versions
+        # Please also add a section "Dependency changes" to the release notes
+        # Don't install packages, just update lock file to see if a cache exists
+        run: |
+          poetry add iam-units@2020.4.21 --lock
+          poetry add matplotlib@3.6.0 --lock
+          poetry add numpy@1.26.0 --lock
+          poetry add pandas@2.1.2 --lock
+          poetry add pint@0.13 --lock
+          poetry add xlrd@2.0.1 --optional --lock
+          poetry add xlsxwriter@3.0.3 --lock
 
-    #------------------------------------
-    #  load cached venv if cache exists
-    #------------------------------------
-    - name: Load cached venv
-      id: cached-poetry-dependencies
-      uses: actions/cache@v4
-      with:
-        path: .venv
-        key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
+      #------------------------------------
+      #  load cached venv if cache exists
+      #------------------------------------
+      - name: Load cached venv
+        id: cached-poetry-dependencies
+        uses: actions/cache@v4
+        with:
+          path: .venv
+          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
 
-    #------------------------------------------------
-    #  install dependencies if cache does not exist
-    #------------------------------------------------
-    - name: Install dependencies
-      if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-      run: poetry install --no-interaction --with dev,optional_io_formats,optional_plotting,tutorials --no-root
+      #------------------------------------------------
+      #  install dependencies if cache does not exist
+      #------------------------------------------------
+      - name: Install dependencies
+        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
+        run: poetry install --no-interaction --with dev,optional_io_formats,optional_plotting,tutorials --no-root
 
-    #------------------------
-    #  install root project
-    #------------------------
-    - name: Install library
-      run: poetry install --no-interaction --only-root
+      #------------------------
+      #  install root project
+      #------------------------
+      - name: Install library
+        run: poetry install --no-interaction --only-root
 
-    - name: Test with pytest
-      run: poetry run pytest tests
+      - name: Test with pytest
+        run: poetry run pytest tests
diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
index c8a0958d7..a8816ac5c 100644
--- a/.github/workflows/ruff.yml
+++ b/.github/workflows/ruff.yml
@@ -1,8 +1,8 @@
-name: Ruff
+name: linter
 on: [ push, pull_request ]
 jobs:
   ruff:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: chartboost/ruff-action@v1
\ No newline at end of file
+      - uses: chartboost/ruff-action@v1
diff --git a/poetry.lock b/poetry.lock
index 01775ab1c..a544a6374 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -202,17 +202,17 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.70"
+version = "1.34.85"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.70-py3-none-any.whl", hash = "sha256:8d7902e2c0c62837457ba18146e3feaf1dec62018617edc5c0336b65b305b682"},
-    {file = "boto3-1.34.70.tar.gz", hash = "sha256:54150a52eb93028b8e09df00319e8dcb68be7459333d5da00d706d75ba5130d6"},
+    {file = "boto3-1.34.85-py3-none-any.whl", hash = "sha256:135f1358fbc7d7dc89ad1a4346cb8da621fdc2aea69deb7b20c71ffec7cde111"},
+    {file = "boto3-1.34.85.tar.gz", hash = "sha256:de73d0f2dec1819074caf3f0888e18f6e13a9fb75ef5f17b1bdd9d1acc127b33"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.70,<1.35.0"
+botocore = ">=1.34.85,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -221,13 +221,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.70"
+version = "1.34.85"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.70-py3-none-any.whl", hash = "sha256:c86944114e85c8a8d5da06fb84f2609ed3bd23cd2fc06b30250bef7e37e8c589"},
-    {file = "botocore-1.34.70.tar.gz", hash = "sha256:fa03d4972cd57d505e6c0eb5d7c7a1caeb7dd49e84f963f7ebeca41fe8ab736e"},
+    {file = "botocore-1.34.85-py3-none-any.whl", hash = "sha256:9abae3f7925a8cc2b91b6ff3f09e631476c74826d45dc44fb30d1d15960639db"},
+    {file = "botocore-1.34.85.tar.gz", hash = "sha256:18548525d4975bbe982f393f6470ba45249919a93f5dc6a69e37e435dd2cf579"},
 ]
 
 [package.dependencies]
@@ -236,7 +236,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.19.19)"]
+crt = ["awscrt (==0.20.9)"]
 
 [[package]]
 name = "cached-property"
@@ -459,17 +459,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "cloudpickle"
-version = "3.0.0"
-description = "Pickler class to extend the standard pickle.Pickler functionality"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "cloudpickle-3.0.0-py3-none-any.whl", hash = "sha256:246ee7d0c295602a036e86369c77fecda4ab17b506496730f2f576d9016fd9c7"},
-    {file = "cloudpickle-3.0.0.tar.gz", hash = "sha256:996d9a482c6fb4f33c1a35335cf8afd065d2a56e973270364840712d9131a882"},
-]
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -500,64 +489,64 @@ test = ["pytest"]
 
 [[package]]
 name = "contourpy"
-version = "1.2.0"
+version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.9"
 files = [
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-    {file = "contourpy-1.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ab459a1cbbf18e8698399c595a01f6dcc5c138220ca3ea9e7e6126232d102bb4"},
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-numpy = ">=1.20,<2.0"
+numpy = ">=1.20"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
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 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
@@ -660,54 +649,6 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
-[[package]]
-name = "dask"
-version = "2024.3.1"
-description = "Parallel PyData with Task Scheduling"
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 version = "1.54.3"
@@ -853,13 +794,13 @@ files = [
 
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+version = "0.21.1"
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 [[package]]
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 typing-extensions = ">=4.8.0"
 
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@@ -947,53 +888,53 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
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 ]
 
 [package.extras]
@@ -1010,41 +951,6 @@ ufo = ["fs (>=2.2.0,<3)"]
 unicode = ["unicodedata2 (>=15.1.0)"]
 woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
-[[package]]
-name = "fsspec"
-version = "2024.3.1"
-description = "File-system specification"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.extras]
-abfs = ["adlfs"]
-adl = ["adlfs"]
-arrow = ["pyarrow (>=1)"]
-dask = ["dask", "distributed"]
-devel = ["pytest", "pytest-cov"]
-dropbox = ["dropbox", "dropboxdrivefs", "requests"]
-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
-fuse = ["fusepy"]
-gcs = ["gcsfs"]
-git = ["pygit2"]
-github = ["requests"]
-gs = ["gcsfs"]
-gui = ["panel"]
-hdfs = ["pyarrow (>=1)"]
-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
-libarchive = ["libarchive-c"]
-oci = ["ocifs"]
-s3 = ["s3fs"]
-sftp = ["paramiko"]
-smb = ["smbprotocol"]
-ssh = ["paramiko"]
-tqdm = ["tqdm"]
-
 [[package]]
 name = "greenlet"
 version = "3.0.3"
@@ -1155,13 +1061,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.4"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1172,17 +1078,17 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.26.0"
+version = "0.27.0"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "httpx-0.27.0.tar.gz", hash = "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"},
 ]
 
 [package.dependencies]
@@ -1230,13 +1136,13 @@ update = ["globalwarmingpotentials"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
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 ]
 
 [[package]]
@@ -1348,25 +1254,6 @@ files = [
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 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "7.1.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.dependencies]
-zipp = ">=0.5"
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
-
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1380,13 +1267,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.3"
+version = "6.29.4"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "ipykernel-6.29.3.tar.gz", hash = "sha256:e14c250d1f9ea3989490225cc1a542781b095a18a19447fcf2b5eaf7d0ac5bd2"},
+    {file = "ipykernel-6.29.4-py3-none-any.whl", hash = "sha256:1181e653d95c6808039c509ef8e67c4126b3b3af7781496c7cbfb5ed938a27da"},
+    {file = "ipykernel-6.29.4.tar.gz", hash = "sha256:3d44070060f9475ac2092b760123fadf105d2e2493c24848b6691a7c4f42af5c"},
 ]
 
 [package.dependencies]
@@ -1413,13 +1300,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.22.2"
+version = "8.23.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
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-    {file = "ipython-8.22.2.tar.gz", hash = "sha256:2dcaad9049f9056f1fef63514f176c7d41f930daa78d05b82a176202818f2c14"},
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+    {file = "ipython-8.23.0.tar.gz", hash = "sha256:7468edaf4f6de3e1b912e57f66c241e6fd3c7099f2ec2136e239e142e800274d"},
 ]
 
 [package.dependencies]
@@ -1433,12 +1320,14 @@ prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5.13.0"
+typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [package.extras]
-all = ["ipython[black,doc,kernel,nbconvert,nbformat,notebook,parallel,qtconsole,terminal]", "ipython[test,test-extra]"]
+all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
 doc = ["docrepr", "exceptiongroup", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "stack-data", "typing-extensions"]
 kernel = ["ipykernel"]
+matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
@@ -1463,34 +1352,35 @@ six = "*"
 
 [[package]]
 name = "ixmp4"
-version = "0.8.0"
+version = "0.8.2"
 description = "a data warehouse for scenario analysis"
 optional = false
-python-versions = ">=3.10,<3.13"
+python-versions = "<3.13,>=3.10"
 files = [
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-    {file = "ixmp4-0.8.0.tar.gz", hash = "sha256:702252e8da76b669e0236ecc7dfc86fa55642d27e30e9d17659a65267a179dfc"},
+    {file = "ixmp4-0.8.2-py3-none-any.whl", hash = "sha256:3e059cdd949fb49ca671b4e44e09722a57baeb58492e4d2fc3cff38b34f50fae"},
+    {file = "ixmp4-0.8.2.tar.gz", hash = "sha256:5b40ce4e85695973cd7adedb699e91951560827fd1ed76960cf538e83e6e3282"},
 ]
 
 [package.dependencies]
-alembic = ">=1.13.1,<2.0.0"
-dask = {version = ">=2024.1.1,<2025.0.0", extras = ["dataframe"]}
-fastapi = ">=0.109.0,<0.110.0"
-httpx = {version = ">=0.26.0,<0.27.0", extras = ["http2"]}
-openpyxl = ">=3.0.9,<4.0.0"
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-toml = ">=0.10.2,<0.11.0"
-typer = ">=0.9.0,<0.10.0"
+alembic = ">=1.12.0"
+fastapi = ">=0.100.0"
+httpx = {version = ">=0.25.0", extras = ["http2"]}
+openpyxl = ">=3.0.9"
+pandas = [
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+    {version = ">=2.1.1", markers = "python_version >= \"3.12\""},
+]
+pandera = ">=0.17.0"
+psycopg = {version = ">=3.1.12,<4.0.0", extras = ["binary"]}
+pydantic = ">=2.3.0"
+pydantic-settings = ">=2.1.0"
+PyJWT = ">=2.4.0"
+python-dotenv = ">=1.0.1"
+rich = ">=13.5.2"
+SQLAlchemy = {version = ">=2.0.22", extras = ["mypy"]}
+SQLAlchemy-Utils = ">=0.41.0"
+toml = ">=0.10.2"
+typer = ">=0.9.0"
 
 [[package]]
 name = "jedi"
@@ -1796,26 +1686,15 @@ six = "*"
 [package.extras]
 develop = ["tox"]
 
-[[package]]
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-version = "1.0.0"
-description = "File-based locks for Python on Linux and Windows"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-]
-
 [[package]]
 name = "mako"
-version = "1.3.2"
+version = "1.3.3"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1921,39 +1800,39 @@ files = [
 
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+version = "3.8.4"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.9"
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+    {file = "matplotlib-3.8.4.tar.gz", hash = "sha256:8aac397d5e9ec158960e31c381c5ffc52ddd52bd9a47717e2a694038167dffea"},
 ]
 
 [package.dependencies]
@@ -1961,7 +1840,7 @@ contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 kiwisolver = ">=1.3.1"
-numpy = ">=1.21,<2"
+numpy = ">=1.21"
 packaging = ">=20.0"
 pillow = ">=8"
 pyparsing = ">=2.3.1"
@@ -1969,13 +1848,13 @@ python-dateutil = ">=2.7"
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.6"
+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
 ]
 
 [package.dependencies]
@@ -2133,19 +2012,19 @@ webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.10.3"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "nbformat-5.10.3.tar.gz", hash = "sha256:60ed5e910ef7c6264b87d644f276b1b49e24011930deef54605188ddeb211685"},
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 ]
 
 [package.dependencies]
-fastjsonschema = "*"
+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -2229,18 +2108,17 @@ files = [
 
 [[package]]
 name = "numpydoc"
-version = "1.6.0"
+version = "1.7.0"
 description = "Sphinx extension to support docstrings in Numpy format"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-Jinja2 = ">=2.10"
-sphinx = ">=5"
+sphinx = ">=6"
 tabulate = ">=0.8.10"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
@@ -2276,71 +2154,76 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "2.1.4"
+version = "2.2.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
 files = [
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
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-xml = ["lxml (>=4.8.0)"]
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 [[package]]
 name = "pandera"
@@ -2390,36 +2273,18 @@ files = [
 
 [[package]]
 name = "parso"
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+version = "0.8.4"
 description = "A Python Parser"
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 python-versions = ">=3.6"
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-
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-python-versions = ">=3.7"
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-[package.dependencies]
-locket = "*"
-toolz = "*"
-
 [package.extras]
-complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pexpect"
@@ -2437,79 +2302,80 @@ ptyprocess = ">=0.5"
 
 [[package]]
 name = "pillow"
-version = "10.2.0"
+version = "10.3.0"
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 python-versions = ">=3.8"
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+    {file = "scipy-1.13.0.tar.gz", hash = "sha256:58569af537ea29d3f78e5abd18398459f195546bb3be23d16677fb26616cc11e"},
 ]
 
 [package.dependencies]
-numpy = ">=1.22.4,<1.29.0"
+numpy = ">=1.22.4,<2.3"
 
 [package.extras]
-dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
-doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
-test = ["asv", "gmpy2", "hypothesis", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
+test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "seaborn"
@@ -3694,6 +3555,17 @@ dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest
 docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
 stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
 [[package]]
 name = "shelved-cache"
 version = "0.3.1"
@@ -3754,20 +3626,20 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "7.2.6"
+version = "7.3.5"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinx-7.2.6-py3-none-any.whl", hash = "sha256:1e09160a40b956dc623c910118fa636da93bd3ca0b9876a7b3df90f07d691560"},
-    {file = "sphinx-7.2.6.tar.gz", hash = "sha256:9a5160e1ea90688d5963ba09a2dcd8bdd526620edbb65c328728f1b2228d5ab5"},
+    {file = "sphinx-7.3.5-py3-none-any.whl", hash = "sha256:e6a8f418321429669ef9c1e20c1f294b3fe1f248206b46044c86e1545480687f"},
+    {file = "sphinx-7.3.5.tar.gz", hash = "sha256:30d03bbaa53b77d38863fd6b95cc4edb4a84a1512787b3b0c12fb3b4fb25d9e9"},
 ]
 
 [package.dependencies]
-alabaster = ">=0.7,<0.8"
+alabaster = ">=0.7.14,<0.8.0"
 babel = ">=2.9"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.18.1,<0.21"
+docutils = ">=0.18.1,<0.22"
 imagesize = ">=1.3"
 Jinja2 = ">=3.0"
 packaging = ">=21.0"
@@ -3780,11 +3652,12 @@ sphinxcontrib-htmlhelp = ">=2.0.0"
 sphinxcontrib-jsmath = "*"
 sphinxcontrib-qthelp = "*"
 sphinxcontrib-serializinghtml = ">=1.1.9"
+tomli = {version = ">=2", markers = "python_version < \"3.11\""}
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
-test = ["cython (>=3.0)", "filelock", "html5lib", "pytest (>=4.6)", "setuptools (>=67.0)"]
+lint = ["flake8 (>=3.5.0)", "importlib_metadata", "mypy (==1.9.0)", "pytest (>=6.0)", "ruff (==0.3.7)", "sphinx-lint", "tomli", "types-docutils", "types-requests"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=6.0)", "setuptools (>=67.0)"]
 
 [[package]]
 name = "sphinx-gallery"
@@ -4038,13 +3911,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.36.3"
+version = "0.37.2"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.36.3-py3-none-any.whl", hash = "sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044"},
-    {file = "starlette-0.36.3.tar.gz", hash = "sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080"},
+    {file = "starlette-0.37.2-py3-none-any.whl", hash = "sha256:6fe59f29268538e5d0d182f2791a479a0c64638e6935d1c6989e63fb2699c6ee"},
+    {file = "starlette-0.37.2.tar.gz", hash = "sha256:9af890290133b79fc3db55474ade20f6220a364a0402e0b556e7cd5e1e093823"},
 ]
 
 [package.dependencies]
@@ -4055,13 +3928,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "tableschema"
-version = "1.20.10"
+version = "1.20.11"
 description = "A utility library for working with Table Schema in Python"
 optional = false
 python-versions = "*"
 files = [
-    {file = "tableschema-1.20.10-py2.py3-none-any.whl", hash = "sha256:8b5a2300162f5a61efc5c5c9ed8b7891d350d77047b925686d97f69f1ace0e1b"},
-    {file = "tableschema-1.20.10.tar.gz", hash = "sha256:db4629eb6a9760997a911be2ae639606347c645e1945828e15e1df054882fb54"},
+    {file = "tableschema-1.20.11-py2.py3-none-any.whl", hash = "sha256:6e041406c0ee95e9d4621e7548d41a9d6b75829dd8597b02cb07791f790992fe"},
+    {file = "tableschema-1.20.11.tar.gz", hash = "sha256:89cd4e6cf95a7d7384eaa1594622fe1ce0a887a71ea9da80c8f040a473e5943e"},
 ]
 
 [package.dependencies]
@@ -4147,17 +4020,6 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
-[[package]]
-name = "toolz"
-version = "0.12.1"
-description = "List processing tools and functional utilities"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "toolz-0.12.1-py3-none-any.whl", hash = "sha256:d22731364c07d72eea0a0ad45bafb2c2937ab6fd38a3507bf55eae8744aa7d85"},
-    {file = "toolz-0.12.1.tar.gz", hash = "sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d"},
-]
-
 [[package]]
 name = "tornado"
 version = "6.4"
@@ -4227,34 +4089,30 @@ test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"]
 
 [[package]]
 name = "typer"
-version = "0.9.4"
+version = "0.12.3"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "typer-0.9.4-py3-none-any.whl", hash = "sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb"},
-    {file = "typer-0.9.4.tar.gz", hash = "sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f"},
+    {file = "typer-0.12.3-py3-none-any.whl", hash = "sha256:070d7ca53f785acbccba8e7d28b08dcd88f79f1fbda035ade0aecec71ca5c914"},
+    {file = "typer-0.12.3.tar.gz", hash = "sha256:49e73131481d804288ef62598d97a1ceef3058905aa536a1134f90891ba35482"},
 ]
 
 [package.dependencies]
-click = ">=7.1.1,<9.0.0"
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
 typing-extensions = ">=3.7.4.3"
 
-[package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
-dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
-doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
-
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
-    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
+    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
+    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
 [[package]]
@@ -4517,22 +4375,7 @@ files = [
     {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
 ]
 
-[[package]]
-name = "zipp"
-version = "3.18.1"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10, <3.13"
-content-hash = "a3705d8c718f27853a25a5670582344a3d9405e988ba0455fd7af2d682c88802"
+content-hash = "8d4446d59628ca7caff98dfb4682d437df41f11ec63b568ff485706b0b5fe799"
diff --git a/pyproject.toml b/pyproject.toml
index 5b17d93de..0a770d695 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,6 +54,7 @@ PyYAML = ">=6.0.1"
 scipy = ">=1.10.0"
 seaborn = ">=0.11"
 six = ">=1.16.0"
+requests = ">2.27.1"
 wquantiles = ">=0.6"
 XlsxWriter = ">=3.0.3"