diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000000000000000000000000000000000000..fa29b5a697052d8edbd2c18f464372cfc0d8883b
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,9 @@
+.gitignore
+.idea
+.pytest_cache
+.venv
+.git/
+__pycache__/
+**/__pycache__/
+DockerfileConda
+README.md
\ No newline at end of file
diff --git a/.streamlit/config.toml b/.streamlit/config.toml
index 8c550bea4b9189e882cee23eb29af8ea75431473..a0da2c42375636d5006e5bcb343782b52eaabc3a 100644
--- a/.streamlit/config.toml
+++ b/.streamlit/config.toml
@@ -1,2 +1,4 @@
 [server]
-maxUploadSize = 4096
\ No newline at end of file
+maxUploadSize = 4096
+[browser]
+gatherUsageStats = false
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index ee699dc905bf65cddbfcc82d67024aa53eff0b42..32dffeb963eeb7ed06d78d51241a149dd550c05f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,26 +1,58 @@
-FROM continuumio/miniconda3:latest as conda
+ARG WORKDIR="/app"
 
-ENV PYTHONUNBUFFERED=1
-WORKDIR /app
+FROM python:3.11 as builder
 
-# RUN git clone https://git-ce.rwth-aachen.de/leah.tgu/mdata_app.git .
-COPY .streamlit/ .streamlit/
-COPY logic/ logic/
-COPY pages/ pages/
-COPY resources/ resources/
-COPY environment.yml streamlit_app.py ./
+ARG WORKDIR
 
-FROM conda as builder
+ENV PYTHONFAULTHANDLER=1 \
+    PYTHONHASHSEED=random \
+    PYTHONUNBUFFERED=1 \
+    PYTHONDONTWRITEBYTECODE=1
 
-RUN conda env create -f "environment.yml"
+ENV PIP_DEFAULT_TIMEOUT=100 \
+    PIP_DISABLE_PIP_VERSION_CHECK=1 \
+    PIP_NO_CACHE_DIR=1 \
+    POETRY_VERSION=1.5
 
+#RUN apk add build-base libffi-dev
 
-FROM builder as final
+RUN pip install "poetry==$POETRY_VERSION" && poetry config virtualenvs.in-project true
+
+WORKDIR ${WORKDIR}
+
+ADD pyproject.toml poetry.lock ./
+
+RUN poetry install --only=main --no-root
+
+#RUN apt-get update && apt-get install -y \
+#    build-essential \
+#    curl \
+#    software-properties-common \
+#    git \
+#    python3-dev \
+#    libblas-dev \
+#    liblapack-dev \
+#    && rm -rf /var/lib/apt/lists/*
+#RUN git clone --single-branch -b release https://git-ce.rwth-aachen.de/leah.tgu/mdata_app.git .
+#COPY .streamlit/ .streamlit/
+#COPY logic/ logic/
+#COPY pages/ pages/
+#COPY resources/ resources/
+#COPY poetry.lock pyproject.toml streamlit_app.py ./
+
+FROM python:3.11-slim as final
+ARG WORKDIR
+WORKDIR ${WORKDIR}
+
+COPY --from=builder ${WORKDIR} .
+ADD .streamlit/ .streamlit/
+ADD logic/ logic/
+ADD pages/ pages/
+ADD resources/ resources/
+ADD streamlit_app.py .streamlit ./
 
 EXPOSE 8501
 
 HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
-
-SHELL ["conda", "run", "-n", "mdata-app", "/bin/bash", "-c"]
 # CMD ["./docker-entrypoint.sh"]
-ENTRYPOINT ["conda", "run", "--no-capture-output", "-n", "mdata-app", "streamlit", "run", "streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
\ No newline at end of file
+ENTRYPOINT ["./.venv/bin/python", "-m", "streamlit", "run", "streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
diff --git a/DockerfileConda b/DockerfileConda
index 085e88034899f4407f8c1c2f1d7ef707bab45f44..88037c0f763800655b720ee3ca15f977050e4fde 100644
--- a/DockerfileConda
+++ b/DockerfileConda
@@ -1,39 +1,33 @@
 FROM continuumio/miniconda3:latest as conda
 
-ENV PYTHONFAULTHANDLER=1 \
-    PYTHONHASHSEED=random \
-    PYTHONUNBUFFERED=1
-
+ENV PYTHONUNBUFFERED=1
 WORKDIR /app
 
-FROM conda as builder
-
-ENV PIP_DEFAULT_TIMEOUT=100 \
-    PIP_DISABLE_PIP_VERSION_CHECK=1 \
-    PIP_NO_CACHE_DIR=1
-
-
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    curl \
-    software-properties-common \
-    git \
-    python3-dev \
-    libblas-dev \
-    liblapack-dev \
-    && rm -rf /var/lib/apt/lists/*
-
-# RUN git clone https://git-ce.rwth-aachen.de/leah.tgu/mdata_app.git .
+#RUN apt-get update && apt-get install -y \
+#    build-essential \
+#    curl \
+#    software-properties-common \
+#    git \
+#    python3-dev \
+#    libblas-dev \
+#    liblapack-dev \
+#    && rm -rf /var/lib/apt/lists/*
+
+#RUN git clone --single-branch -b release https://git-ce.rwth-aachen.de/leah.tgu/mdata_app.git .
+COPY .streamlit/ .streamlit/
 COPY logic/ logic/
 COPY pages/ pages/
 COPY resources/ resources/
-COPY poetry.lock pyproject.toml environment.yml streamlit_app.py ./
+COPY environment.yml streamlit_app.py ./
 
-RUN conda env create -f "environment.yml"
+FROM conda as builder
 
+RUN conda env create -f "environment.yml"
 
 FROM builder as final
 
+COPY --from=builder /opt/venv venv
+
 EXPOSE 8501
 
 HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
diff --git a/DockerfilePoetry b/DockerfilePoetry
deleted file mode 100644
index a832853034e56b3daef41598d7cacb28174f5cd2..0000000000000000000000000000000000000000
--- a/DockerfilePoetry
+++ /dev/null
@@ -1,52 +0,0 @@
-FROM python:3.9-slim as base
-
-ENV PYTHONFAULTHANDLER=1 \
-    PYTHONHASHSEED=random \
-    PYTHONUNBUFFERED=1
-
-WORKDIR /app
-
-FROM base as builder
-
-ENV PIP_DEFAULT_TIMEOUT=100 \
-    PIP_DISABLE_PIP_VERSION_CHECK=1 \
-    PIP_NO_CACHE_DIR=1 \
-    POETRY_VERSION=1.4
-
-RUN pip install "poetry==$POETRY_VERSION"
-
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    curl \
-    software-properties-common \
-    git \
-    python3-dev \
-    libblas-dev \
-    liblapack-dev \
-    && rm -rf /var/lib/apt/lists/*
-
-# RUN git clone https://git-ce.rwth-aachen.de/leah.tgu/mdata_app.git .
-COPY .streamlit/ .streamlit/
-COPY logic/ logic/
-COPY pages/ pages/
-COPY resources/ resources/
-COPY poetry.lock pyproject.toml streamlit_app.py ./
-
-RUN poetry config virtualenvs.in-project true && \
-    poetry install --only=main --no-root && \
-    poetry build
-
-FROM base as final
-
-COPY --from=builder /app/.venv ./.venv
-COPY --from=builder /app/dist .
-COPY docker-entrypoint.sh .
-
-RUN ./.venv/bin/pip install *.whl
-
-EXPOSE 8501
-
-HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
-
-# CMD ["./docker-entrypoint.sh"]
-ENTRYPOINT ["streamlit", "run", "streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
\ No newline at end of file
diff --git a/environment.yml b/environment.yml
index dbca17a56adcc86e8757c535ebd3663277b7c820..14d0a20fdee73111946bf60a932e992cf1cfe826 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,7 +1,7 @@
 name: mdata-app
 
 dependencies:
-  - python=3.10
+  - python=3.11
   - numpy
   - matplotlib
   - seaborn
@@ -11,4 +11,4 @@ dependencies:
   - pip:
       - tsdownsample
       - streamlit
-      - git+https://git-ce.rwth-aachen.de/leah.tgu/mdata@develop
\ No newline at end of file
+      - git+https://git-ce.rwth-aachen.de/leah.tgu/mdata@master
\ No newline at end of file
diff --git a/logic/page_logic.py b/logic/page_logic.py
index 5c3c8dfcb9e1b1ea864855514e2f6cef880c961f..480b3c4ca834cabf8ea2db28829cbee141477763 100644
--- a/logic/page_logic.py
+++ b/logic/page_logic.py
@@ -1,10 +1,14 @@
+from collections.abc import Mapping
 from enum import Enum
 
 import pandas as pd
 import streamlit as st
-from mdata.core import mdd
+from mdata.core import MDConcepts, MachineData, ObservationTypes
+from mdata.core.factory import as_base
+from mdata.core.protocols import TSSpec
 from mdata.visualization import plotting, matplot
 
+
 class Widgets(Enum):
     Specifications = 'Specifications'
     RawData = 'Raw Data'
@@ -12,13 +16,17 @@ class Widgets(Enum):
     Inspector = 'Inspector'
     Dummy = 'Dummy'
 
+
 available_widgets = [w for w in Widgets]
 
-def generate_page(md: mdd.MachineData, widget):
+
+def generate_page(md: MachineData, widget):
+    md = as_base(md)
+
     c = st.columns(3)
-    c[0].metric('#Observations', len(md.index_frame))
-    c[1].metric('#Event Types', len(md.event_series_types))
-    c[2].metric('#Measurement Types', len(md.measurement_series_types))
+    c[0].metric('#Observations', md.observation_count)
+    c[1].metric('#Event Types', len(md.event_specs))
+    c[2].metric('#Measurement Types', len(md.measurement_specs))
 
     c = st.columns(2)
     cont = c[0].container()
@@ -30,11 +38,11 @@ def generate_page(md: mdd.MachineData, widget):
 
     if widget == Widgets.Specifications:
         st.markdown('## Events')
-        st.table(make_spec_df(md.event_series_types))
+        st.table(make_spec_df(md.event_specs))
         st.markdown('## Measurements')
-        st.table(make_spec_df(md.measurement_series_types))
-        fig = plotting.create_measurement_frequency_plot(md)
-        st.plotly_chart(fig)
+        st.table(make_spec_df(md.measurement_specs))
+        #fig = plotting.create_measurement_frequency_plot(md)
+        #st.plotly_chart(fig)
 
     elif widget == Widgets.RawData:
 
@@ -43,13 +51,15 @@ def generate_page(md: mdd.MachineData, widget):
             st.markdown('## Index')
             st.write(md.index_frame)
         with c2:
-            selection = st.selectbox('Observation Type', [tsc.timeseries_type.type + ':' + tsc.timeseries_type.label for tsc in md.iter_all_timeseries()])
+            selection = st.selectbox('Observation Spec',
+                                     [tsc.timeseries_spec.type + ':' + tsc.timeseries_spec.label for tsc in
+                                      md.series_containers])
             if selection is not None:
                 label = selection[2:]
-                if selection[0] == 'E':
-                    st.write(md.get_event_series_collection(label).df)
-                if selection[0] == 'M':
-                    st.write(md.get_measurement_series_collection(label).df)
+                if selection[0] == ObservationTypes.E:
+                    st.write(md.get_events(label).df)
+                if selection[0] == ObservationTypes.M:
+                    st.write(md.get_measurements(label).df)
 
     elif widget == Widgets.Overview:
         f = plotting.create_overview_plot(md, downsample_to=5_000)
@@ -57,35 +67,39 @@ def generate_page(md: mdd.MachineData, widget):
 
     elif widget == Widgets.Inspector:
         c1, c2, c3 = st.columns(3)
-        event_type_list = list(md.event_series_types.keys())
-        measurement_type_list = list(md.measurement_series_types.keys())
-        selected_measurement_type = c1.selectbox('Measurement Type', measurement_type_list)
-        fs = list(md.measurement_series_types[selected_measurement_type].features)
-        object_list = list(md.measurement_series[selected_measurement_type].occurring_objects)
+        event_specs_list = list(md.event_series.keys())
+        measurement_spec_list = list(md.measurement_series.keys())
+        selected_measurement_spec = c1.selectbox('Measurement Spec', measurement_spec_list)
+        fs, object_list = [], []
+        if selected_measurement_spec is not None:
+            fs = list(md.measurement_specs[selected_measurement_spec].features)
+            object_list = list(md.measurement_series[selected_measurement_spec].objects)
         measurement_feature_selection = c1.multiselect('Feature Selection', fs)
 
-        event_selection = c2.multiselect('Event Type Selection', event_type_list)
+        event_selection = c2.multiselect('Event Spec Selection', event_specs_list)
         plot_separately = c2.checkbox('plot separately', False)
 
         object_selection = c3.selectbox('Object Selection', object_list)
 
-        f = plotting.create_timeseries_plot(md, measurement_type=selected_measurement_type, object=object_selection,
+        f = plotting.create_timeseries_plot(md, measurement_spec=selected_measurement_spec, obj=object_selection,
                                             events=event_selection, features=measurement_feature_selection,
                                             split_into_subplots=plot_separately)
 
         st.plotly_chart(f, use_container_width=True)
 
     elif widget == Widgets.Dummy:
-        measurement_type_list = list(md.measurement_series_types.keys())
-        selected_measurement_type = st.selectbox('Measurement Type', measurement_type_list)
-        f = matplot.create_basic_stacked_subplots(md, measurement_type=selected_measurement_type)
-        st.write(f)
+        measurement_spec_list = list(md.measurement_specs)
+        selected_measurement_spec = st.selectbox('Measurement Spec', measurement_spec_list)
+        if selected_measurement_spec is not None:
+            f = matplot.create_basic_stacked_subplots(md, measurement_type=selected_measurement_spec)
+            st.write(f)
 
     else:
         st.write('Invalid Widget')
 
-def make_spec_df(spec_types):
-    df = pd.DataFrame.from_dict({l: list(t.features) for l, t in spec_types.items()},
+
+def make_spec_df(spec_types: Mapping[str, TSSpec]):
+    df = pd.DataFrame.from_dict({label: list(spec.features) for label, spec in spec_types.items()},
                                 orient='index').replace(pd.NA, '')
     df.columns = [f'f_{i}' for i in range(1, len(df.columns) + 1)]
     return df
diff --git a/pages/export.py b/pages/export.py
index 4b2145a69ffff85111408e129fc64b2e54cb6f0f..127a5153ca3b3c7ccbd74439a725e5ef47bb7cbc 100644
--- a/pages/export.py
+++ b/pages/export.py
@@ -3,32 +3,32 @@ import os
 import tempfile
 import zipfile
 
-import mdata.core.machine_data_def as mdd
-import mdata.file_formats.csv.shared
 import streamlit as st
+from mdata.core import MachineData, MDConcepts
+from mdata.io import read_machine_data, write_machine_data, write_machine_data_h5
+from mdata.file_formats.csv.shared import HeaderFileFormats
 from mdata.file_formats.csv.exporting import write_machine_data_custom
-from mdata.file_formats.hdf import write_machine_data_h5
 
 st.title('Machine Data File Export & Conversions')
 
 if 'uploaded_md' not in st.session_state:
     st.write('No data has been uploaded yet')
 else:
-    md: mdd.MachineData = st.session_state['uploaded_md']
+    md: MachineData = st.session_state['uploaded_md']
 
     st.header('File Format Exports')
 
     st.subheader('CSV')
 
-    header_format = st.selectbox('Header file type', mdata.file_formats.csv.shared.HeaderFileFormats)
+    header_format = st.selectbox('Header file type', HeaderFileFormats.values)
     do_csv_export = st.button('Convert to CSV')
 
     zip_download = st.empty()
     header_download = st.empty()
     csv_download = st.empty()
 
-    st.subheader('HDF')
-    do_hdf_export = st.button('Convert to HDF')
+    st.subheader('HDF 5')
+    do_hdf_export = st.button('Convert to HDF 5')
     hdf_download = st.empty()
 
     if do_csv_export:
diff --git a/pages/upload.py b/pages/upload.py
index 05bf62363478be1315355f986adc55cf9baf7a45..6e5665ce5eab7a3a51b8e540d5057ef4ab680730 100644
--- a/pages/upload.py
+++ b/pages/upload.py
@@ -25,7 +25,8 @@ elif import_type == 'hdf':
 
 if st.button('clear upload'):
     st.cache_data.clear()
-    del st.session_state['uploaded_md']
+    if 'uploaded_md' in st.session_state:
+        del st.session_state['uploaded_md']
 
 
 def import_hdf(h5f):
diff --git a/poetry.lock b/poetry.lock
index 8c55cae4b8ba1e189e9024d1b1dacaa4d666bbe0..58257c339ad5693e3621140f525507e8c6e2d823 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "altair"
 version = "5.0.1"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -18,142 +17,15 @@ jsonschema = ">=3.0"
 numpy = "*"
 pandas = ">=0.18"
 toolz = "*"
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 dev = ["black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vl-convert-python"]
 doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
-[[package]]
-name = "anyio"
-version = "3.7.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "anyio-3.7.0-py3-none-any.whl", hash = "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"},
-    {file = "anyio-3.7.0.tar.gz", hash = "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce"},
-]
-
-[package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "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"
-version = "0.1.3"
-description = "Disable App Nap on macOS >= 10.9"
-category = "main"
-optional = false
-python-versions = "*"
-files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
-]
-
-[[package]]
-name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
-    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
-]
-
-[package.dependencies]
-argon2-cffi-bindings = "*"
-
-[package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
-
-[[package]]
-name = "argon2-cffi-bindings"
-version = "21.2.0"
-description = "Low-level CFFI bindings for Argon2"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
-    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
-    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d"},
-    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae"},
-    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c"},
-    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86"},
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.6"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+    {file = "click-8.1.6-py3-none-any.whl", hash = "sha256:fa244bb30b3b5ee2cae3da8f55c9e5e0c0e86093306301fb418eb9dc40fbded5"},
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 ]
 
 [package.dependencies]
@@ -528,7 +266,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -536,106 +273,68 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "comm"
-version = "0.1.3"
-description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "comm-0.1.3-py3-none-any.whl", hash = "sha256:16613c6211e20223f215fc6d3b266a247b6e2641bf4e0a3ad34cb1aff2aa3f37"},
-    {file = "comm-0.1.3.tar.gz", hash = "sha256:a61efa9daffcfbe66fd643ba966f846a624e4e6d6767eda9cf6e993aadaab93e"},
-]
-
-[package.dependencies]
-traitlets = ">=5.3"
-
-[package.extras]
-lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
-test = ["pytest"]
-typing = ["mypy (>=0.990)"]
-
 [[package]]
 name = "contourpy"
-version = "1.0.7"
+version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "chromedriver", "selenium"]
+bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
-test = ["Pillow", "matplotlib", "pytest"]
-test-no-images = ["pytest"]
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+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
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 description = "Convex optimization package"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -665,7 +364,6 @@ files = [
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -675,88 +373,75 @@ files = [
 
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 unicode = ["unicodedata2 (>=15.0.0)"]
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 files = [
@@ -908,24 +544,95 @@ smmap = ">=3.0.1,<6"
 
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 [package.dependencies]
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 [[package]]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -934,192 +641,39 @@ files = [
 ]
 
 [[package]]
-name = "importlib-metadata"
-version = "6.6.0"
-description = "Read metadata from Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "importlib_metadata-6.6.0-py3-none-any.whl", hash = "sha256:43dd286a2cd8995d5eaef7fee2066340423b818ed3fd70adf0bad5f1fac53fed"},
-    {file = "importlib_metadata-6.6.0.tar.gz", hash = "sha256:92501cdf9cc66ebd3e612f1b4f0c0765dfa42f0fa38ffb319b6bd84dd675d705"},
-]
-
-[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 = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
-
-[[package]]
-name = "importlib-resources"
-version = "5.12.0"
-description = "Read resources from Python packages"
-category = "main"
+name = "immutabledict"
+version = "3.0.0"
+description = "Immutable wrapper around dictionaries (a fork of frozendict)"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8,<4.0"
 files = [
-    {file = "importlib_resources-5.12.0-py3-none-any.whl", hash = "sha256:7b1deeebbf351c7578e09bf2f63fa2ce8b5ffec296e0d349139d43cca061a81a"},
-    {file = "importlib_resources-5.12.0.tar.gz", hash = "sha256:4be82589bf5c1d7999aedf2a45159d10cb3ca4f19b2271f8792bc8e6da7b22f6"},
+    {file = "immutabledict-3.0.0-py3-none-any.whl", hash = "sha256:034bacc6c6872707c4ec0ea9515de6bbe0dcf0fcabd97ae19fd4e4c338f05798"},
+    {file = "immutabledict-3.0.0.tar.gz", hash = "sha256:5a23cd369a6187f76a8c29d7d687980b092538eb9800e58964603f1b973c56fe"},
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-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
 [[package]]
-name = "ipykernel"
-version = "6.23.2"
-description = "IPython Kernel for Jupyter"
-category = "main"
+name = "importlib-metadata"
+version = "6.8.0"
+description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.23.2-py3-none-any.whl", hash = "sha256:7ccb6e2d32fd958c21453db494c914f3474908a2fdefd99ab548a5375b548d1f"},
-    {file = "ipykernel-6.23.2.tar.gz", hash = "sha256:fcfb67c5b504aa1bfcda1c5b3716636239e0f7b9290958f1c558c79b4c0e7ed5"},
-]
-
-[package.dependencies]
-appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-comm = ">=0.1.1"
-debugpy = ">=1.6.5"
-ipython = ">=7.23.1"
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
-matplotlib-inline = ">=0.1"
-nest-asyncio = "*"
-packaging = "*"
-psutil = "*"
-pyzmq = ">=20"
-tornado = ">=6.1"
-traitlets = ">=5.4.0"
-
-[package.extras]
-cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
-pyqt5 = ["pyqt5"]
-pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
-
-[[package]]
-name = "ipython"
-version = "8.14.0"
-description = "IPython: Productive Interactive Computing"
-category = "main"
-optional = false
-python-versions = ">=3.9"
-files = [
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-
-[package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-decorator = "*"
-jedi = ">=0.16"
-matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
-pygments = ">=2.4.0"
-stack-data = "*"
-traitlets = ">=5"
-typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
-
-[package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
-black = ["black"]
-doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
-kernel = ["ipykernel"]
-nbconvert = ["nbconvert"]
-nbformat = ["nbformat"]
-notebook = ["ipywidgets", "notebook"]
-parallel = ["ipyparallel"]
-qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
-
-[[package]]
-name = "ipython-genutils"
-version = "0.2.0"
-description = "Vestigial utilities from IPython"
-category = "main"
-optional = false
-python-versions = "*"
-files = [
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-]
-
-[[package]]
-name = "ipywidgets"
-version = "8.0.6"
-description = "Jupyter interactive widgets"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "ipywidgets-8.0.6-py3-none-any.whl", hash = "sha256:a60bf8d2528997e05ac83fd19ea2fbe65f2e79fbe1b2b35779bdfc46c2941dcc"},
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-
-[package.dependencies]
-ipykernel = ">=4.5.1"
-ipython = ">=6.1.0"
-jupyterlab-widgets = ">=3.0.7,<3.1.0"
-traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0.7,<4.1.0"
-
-[package.extras]
-test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
-
-[[package]]
-name = "isoduration"
-version = "20.11.0"
-description = "Operations with ISO 8601 durations"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
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-
-[package.dependencies]
-arrow = ">=0.15.0"
-
-[[package]]
-name = "jedi"
-version = "0.18.2"
-description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
-    {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
+    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+zipp = ">=0.5"
 
 [package.extras]
-docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+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 = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1133,248 +687,45 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
-[[package]]
-name = "jsonpointer"
-version = "2.3"
-description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
-    {file = "jsonpointer-2.3-py2.py3-none-any.whl", hash = "sha256:51801e558539b4e9cd268638c078c6c5746c9ac96bc38152d443400e4f3793e9"},
-    {file = "jsonpointer-2.3.tar.gz", hash = "sha256:97cba51526c829282218feb99dab1b1e6bdf8efd1c43dc9d57be093c0d69c99a"},
-]
-
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
-    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
+    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
-fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
-uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
 [[package]]
-name = "jupyter"
-version = "1.0.0"
-description = "Jupyter metapackage. Install all the Jupyter components in one go."
-category = "main"
-optional = false
-python-versions = "*"
-files = [
-    {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
-    {file = "jupyter-1.0.0.tar.gz", hash = "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"},
-    {file = "jupyter-1.0.0.zip", hash = "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7"},
-]
-
-[package.dependencies]
-ipykernel = "*"
-ipywidgets = "*"
-jupyter-console = "*"
-nbconvert = "*"
-notebook = "*"
-qtconsole = "*"
-
-[[package]]
-name = "jupyter-client"
-version = "8.2.0"
-description = "Jupyter protocol implementation and client libraries"
-category = "main"
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.2.0-py3-none-any.whl", hash = "sha256:b18219aa695d39e2ad570533e0d71fb7881d35a873051054a84ee2a17c4b7389"},
-    {file = "jupyter_client-8.2.0.tar.gz", hash = "sha256:9fe233834edd0e6c0aa5f05ca2ab4bdea1842bfd2d8a932878212fc5301ddaf0"},
+    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
+    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
-python-dateutil = ">=2.8.2"
-pyzmq = ">=23.0"
-tornado = ">=6.2"
-traitlets = ">=5.3"
-
-[package.extras]
-docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
-
-[[package]]
-name = "jupyter-console"
-version = "6.6.3"
-description = "Jupyter terminal console"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "jupyter_console-6.6.3-py3-none-any.whl", hash = "sha256:309d33409fcc92ffdad25f0bcdf9a4a9daa61b6f341177570fdac03de5352485"},
-    {file = "jupyter_console-6.6.3.tar.gz", hash = "sha256:566a4bf31c87adbfadf22cdf846e3069b59a71ed5da71d6ba4d8aaad14a53539"},
-]
-
-[package.dependencies]
-ipykernel = ">=6.14"
-ipython = "*"
-jupyter-client = ">=7.0.0"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
-prompt-toolkit = ">=3.0.30"
-pygments = "*"
-pyzmq = ">=17"
-traitlets = ">=5.4"
-
-[package.extras]
-test = ["flaky", "pexpect", "pytest"]
-
-[[package]]
-name = "jupyter-core"
-version = "5.3.0"
-description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
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-    {file = "jupyter_core-5.3.0.tar.gz", hash = "sha256:6db75be0c83edbf1b7c9f91ec266a9a24ef945da630f3120e1a0046dc13713fc"},
-]
-
-[package.dependencies]
-platformdirs = ">=2.5"
-pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = ">=5.3"
-
-[package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
-
-[[package]]
-name = "jupyter-events"
-version = "0.6.3"
-description = "Jupyter Event System library"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "jupyter_events-0.6.3-py3-none-any.whl", hash = "sha256:57a2749f87ba387cd1bfd9b22a0875b889237dbf2edc2121ebb22bde47036c17"},
-    {file = "jupyter_events-0.6.3.tar.gz", hash = "sha256:9a6e9995f75d1b7146b436ea24d696ce3a35bfa8bfe45e0c33c334c79464d0b3"},
-]
-
-[package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
-python-json-logger = ">=2.0.4"
-pyyaml = ">=5.3"
-rfc3339-validator = "*"
-rfc3986-validator = ">=0.1.1"
-traitlets = ">=5.3"
-
-[package.extras]
-cli = ["click", "rich"]
-docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
-
-[[package]]
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 kiwisolver = ">=1.0.1"
 numpy = ">=1.20"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.3.1"
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 python-dateutil = ">=2.7"
 
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-
-[package.dependencies]
-traitlets = "*"
-
 [[package]]
 name = "mdata"
-version = "0.1.1"
+version = "0.1.3"
 description = ""
-category = "main"
 optional = false
-python-versions = "^3.9"
+python-versions = "^3.11"
 files = []
-develop = true
+develop = false
 
 [package.dependencies]
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-jupyter = "^1.0"
-matplotlib = "^3.7.1"
-numba = "*"
-numexpr = "*"
-pandas = "^1.5"
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+matplotlib = "*"
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 plotly = "^5.15"
 seaborn = "*"
-tables = "^3.8.0"
 tsdownsample = "^0.1.2"
 
 [package.source]
-type = "directory"
-url = "../mdata"
+type = "git"
+url = "https://git-ce.rwth-aachen.de/machine-data/mdata.git"
+reference = "master"
+resolved_reference = "c0cf73e120cbabe34972e7a2c456535fa500d615"
 
 [[package]]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1683,23 +1010,10 @@ files = [
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-
 [[package]]
 name = "msgpack"
 version = "1.0.5"
 description = "MessagePack serializer"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1768,267 +1082,80 @@ files = [
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-[package.dependencies]
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-[package.extras]
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-
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@@ -2280,27 +1398,10 @@ files = [
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@@ -2435,7 +1470,6 @@ files = [
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@@ -2469,23 +1503,10 @@ files = [
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@@ -2503,14 +1524,13 @@ jupyter = ["ipykernel (>=5.1.2)", "ipython (>=5.8.0)", "ipywidgets (>=7,<8)", "t
 
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@@ -2532,7 +1551,6 @@ files = [
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@@ -2544,47 +1562,70 @@ files = [
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 ]
 
 [package.dependencies]
-markdown-it-py = ">=2.2.0"
-pygments = ">=2.13.0,<3.0.0"
+numpy = ">=1.18.5,<1.26.0"
 
 [package.extras]
-jupyter = ["ipywidgets (>=7.5.1,<9)"]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "seaborn"
 version = "0.12.2"
 description = "Statistical data visualization"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2949,28 +1957,10 @@ dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest
 docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
 stats = ["scipy (>=1.3)", "statsmodels (>=0.10)"]
 
-[[package]]
-name = "send2trash"
-version = "1.8.2"
-description = "Send file to trash natively under Mac OS X, Windows and Linux"
-category = "main"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-files = [
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-[package.extras]
-nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
-objc = ["pyobjc-framework-Cocoa"]
-win32 = ["pywin32"]
-
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2982,7 +1972,6 @@ files = [
 name = "smmap"
 version = "5.0.0"
 description = "A pure Python implementation of a sliding window memory map manager"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2991,59 +1980,92 @@ files = [
 ]
 
 [[package]]
-name = "sniffio"
-version = "1.3.0"
-description = "Sniff out which async library your code is running under"
-category = "main"
-optional = false
-python-versions = ">=3.7"
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-]
-
-[[package]]
-name = "soupsieve"
-version = "2.4.1"
-description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
+name = "sqlalchemy"
+version = "2.0.19"
+description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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-[package.dependencies]
-asttokens = ">=2.1.0"
-executing = ">=1.2.0"
-pure-eval = "*"
-
-[package.extras]
-tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
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+[package.dependencies]
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+typing-extensions = ">=4.2.0"
+
+[package.extras]
+aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (!=0.4.17)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mssql = ["pyodbc"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx-oracle (>=7)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
 name = "streamlit"
-version = "1.23.1"
+version = "1.25.0"
 description = "A faster way to build and share data apps"
-category = "main"
 optional = false
-python-versions = ">=3.7, !=3.9.7"
+python-versions = ">=3.8, !=3.9.7"
 files = [
-    {file = "streamlit-1.23.1-py2.py3-none-any.whl", hash = "sha256:02cd55a95acd20d73ff03866956ba6e98d71041ee4728dbfef05cf17069d1bb9"},
-    {file = "streamlit-1.23.1.tar.gz", hash = "sha256:af95a78f9d291f12f779cf66a2bdadfafd8a46fe4fcc6ed281492640ed37bf1e"},
+    {file = "streamlit-1.25.0-py2.py3-none-any.whl", hash = "sha256:3c561dca1b5430e73b7f2d66bff1d26103936bb4223912ab563ffee881fccc30"},
+    {file = "streamlit-1.25.0.tar.gz", hash = "sha256:8a7c93bee8703869045804afe22e9373c4e974fdb2a3e9abe3b027df3de03119"},
 ]
 
 [package.dependencies]
@@ -3051,26 +2073,26 @@ altair = ">=4.0,<6"
 blinker = ">=1.0.0,<2"
 cachetools = ">=4.0,<6"
 click = ">=7.0,<9"
-gitpython = ">=3,<3.1.19 || >3.1.19,<4"
+gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
 importlib-metadata = ">=1.4,<7"
-numpy = ">=1,<2"
-packaging = ">=14.1,<24"
-pandas = ">=0.25,<3"
-pillow = ">=6.2.0,<10"
+numpy = ">=1.19.3,<2"
+packaging = ">=16.8,<24"
+pandas = ">=1.3.0,<3"
+pillow = ">=7.1.0,<10"
 protobuf = ">=3.20,<5"
-pyarrow = ">=4.0"
-pydeck = ">=0.1.dev5,<1"
+pyarrow = ">=6.0"
+pydeck = ">=0.8,<1"
 pympler = ">=0.9,<2"
-python-dateutil = ">=2,<3"
-requests = ">=2.4,<3"
-rich = ">=10.11.0,<14"
-tenacity = ">=8.0.0,<9"
-toml = "<2"
+python-dateutil = ">=2.7.3,<3"
+requests = ">=2.18,<3"
+rich = ">=10.14.0,<14"
+tenacity = ">=8.1.0,<9"
+toml = ">=0.10.1,<2"
 tornado = ">=6.0.3,<7"
-typing-extensions = ">=4.0.1,<5"
+typing-extensions = ">=4.1.0,<5"
 tzlocal = ">=1.1,<5"
 validators = ">=0.2,<1"
-watchdog = {version = "*", markers = "platform_system != \"Darwin\""}
+watchdog = {version = ">=2.1.5", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
 snowflake = ["snowflake-snowpark-python"]
@@ -3079,7 +2101,6 @@ snowflake = ["snowflake-snowpark-python"]
 name = "tables"
 version = "3.8.0"
 description = "Hierarchical datasets for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3114,65 +2135,37 @@ py-cpuinfo = "*"
 doc = ["ipython", "numpydoc", "sphinx (>=1.1)", "sphinx-rtd-theme"]
 
 [[package]]
-name = "tenacity"
-version = "8.2.2"
-description = "Retry code until it succeeds"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
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-    {file = "tenacity-8.2.2.tar.gz", hash = "sha256:43af037822bd0029025877f3b2d97cc4d7bb0c2991000a3d59d71517c5c969e0"},
-]
-
-[package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
-
-[[package]]
-name = "terminado"
-version = "0.17.1"
-description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "main"
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "terminado-0.17.1-py3-none-any.whl", hash = "sha256:8650d44334eba354dd591129ca3124a6ba42c3d5b70df5051b6921d506fdaeae"},
-    {file = "terminado-0.17.1.tar.gz", hash = "sha256:6ccbbcd3a4f8a25a5ec04991f39a0b8db52dfcd487ea0e578d977e6752380333"},
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
 ]
 
-[package.dependencies]
-ptyprocess = {version = "*", markers = "os_name != \"nt\""}
-pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
-tornado = ">=6.1.0"
-
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+widechars = ["wcwidth"]
 
 [[package]]
-name = "tinycss2"
-version = "1.2.1"
-description = "A tiny CSS parser"
-category = "main"
+name = "tenacity"
+version = "8.2.2"
+description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 files = [
-    {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
-    {file = "tinycss2-1.2.1.tar.gz", hash = "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"},
+    {file = "tenacity-8.2.2-py3-none-any.whl", hash = "sha256:2f277afb21b851637e8f52e6a613ff08734c347dc19ade928e519d7d2d8569b0"},
+    {file = "tenacity-8.2.2.tar.gz", hash = "sha256:43af037822bd0029025877f3b2d97cc4d7bb0c2991000a3d59d71517c5c969e0"},
 ]
 
-[package.dependencies]
-webencodings = ">=0.4"
-
 [package.extras]
-doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
 [[package]]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3184,7 +2177,6 @@ files = [
 name = "toolz"
 version = "0.12.0"
 description = "List processing tools and functional utilities"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3196,7 +2188,6 @@ files = [
 name = "tornado"
 version = "6.3.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -3213,27 +2204,10 @@ files = [
     {file = "tornado-6.3.2.tar.gz", hash = "sha256:4b927c4f19b71e627b13f3db2324e4ae660527143f9e1f2e2fb404f3a187e2ba"},
 ]
 
-[[package]]
-name = "traitlets"
-version = "5.9.0"
-description = "Traitlets Python configuration system"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
-    {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"},
-]
-
-[package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
-
 [[package]]
 name = "tsdownsample"
 version = "0.1.2"
 description = "Time series downsampling in rust"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3305,21 +2279,19 @@ numpy = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.3"
+version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.6.3-py3-none-any.whl", hash = "sha256:88a4153d8505aabbb4e13aacb7c486c2b4a33ca3b3f807914a9b4c844c471c26"},
-    {file = "typing_extensions-4.6.3.tar.gz", hash = "sha256:d91d5919357fe7f681a9f2b5b4cb2a5f1ef0a1e9f59c4d8ff0d3491e05c0ffd5"},
+    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
+    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
 ]
 
 [[package]]
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -3329,14 +2301,13 @@ files = [
 
 [[package]]
 name = "tzlocal"
-version = "4.3"
+version = "4.3.1"
 description = "tzinfo object for the local timezone"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tzlocal-4.3-py3-none-any.whl", hash = "sha256:b44c4388f3d34f25862cfbb387578a4d70fec417649da694a132f628a23367e2"},
-    {file = "tzlocal-4.3.tar.gz", hash = "sha256:3f21d09e1b2aa9f2dacca12da240ca37de3ba5237a93addfd6d593afe9073355"},
+    {file = "tzlocal-4.3.1-py3-none-any.whl", hash = "sha256:67d7e7f4ce0a98e9dfde2e02474c60fe846ed032d78b555c554c2e9cba472d84"},
+    {file = "tzlocal-4.3.1.tar.gz", hash = "sha256:ee32ef8c20803c19a96ed366addd3d4a729ef6309cb5c7359a0cc2eeeb7fa46a"},
 ]
 
 [package.dependencies]
@@ -3346,31 +2317,15 @@ tzdata = {version = "*", markers = "platform_system == \"Windows\""}
 [package.extras]
 devenv = ["black", "check-manifest", "flake8", "pyroma", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
 
-[[package]]
-name = "uri-template"
-version = "1.2.0"
-description = "RFC 6570 URI Template Processor"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "uri_template-1.2.0-py3-none-any.whl", hash = "sha256:f1699c77b73b925cf4937eae31ab282a86dc885c333f2e942513f08f691fc7db"},
-    {file = "uri_template-1.2.0.tar.gz", hash = "sha256:934e4d09d108b70eb8a24410af8615294d09d279ce0e7cbcdaef1bd21f932b06"},
-]
-
-[package.extras]
-dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-noqa", "flake8-requirements", "flake8-type-annotations", "flake8-use-fstring", "mypy", "pep8-naming"]
-
 [[package]]
 name = "urllib3"
-version = "2.0.3"
+version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.3-py3-none-any.whl", hash = "sha256:48e7fafa40319d358848e1bc6809b208340fafe2096f1725d05d67443d0483d1"},
-    {file = "urllib3-2.0.3.tar.gz", hash = "sha256:bee28b5e56addb8226c96f7f13ac28cb4c301dd5ea8a6ca179c0b9835e032825"},
+    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
+    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
 ]
 
 [package.extras]
@@ -3383,7 +2338,6 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "validators"
 version = "0.20.0"
 description = "Python Data Validation for Humans™."
-category = "main"
 optional = false
 python-versions = ">=3.4"
 files = [
@@ -3400,7 +2354,6 @@ test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
 name = "watchdog"
 version = "3.0.0"
 description = "Filesystem events monitoring"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3437,91 +2390,72 @@ files = [
 watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
-name = "wcwidth"
-version = "0.2.6"
-description = "Measures the displayed width of unicode strings in a terminal"
-category = "main"
+name = "xarray"
+version = "2023.7.0"
+description = "N-D labeled arrays and datasets in Python"
 optional = false
-python-versions = "*"
+python-versions = ">=3.9"
 files = [
-    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
-    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+    {file = "xarray-2023.7.0-py3-none-any.whl", hash = "sha256:af8b55bf78b792b8ad9326eb9d89980602f1a51e93d8465b445aeea3accca27e"},
+    {file = "xarray-2023.7.0.tar.gz", hash = "sha256:dace2fdbf1b7ff185d9c1226a24bf83c2ae52f3253dbfe80e17d1162600d055c"},
 ]
 
-[[package]]
-name = "webcolors"
-version = "1.13"
-description = "A library for working with the color formats defined by HTML and CSS."
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "webcolors-1.13-py3-none-any.whl", hash = "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf"},
-    {file = "webcolors-1.13.tar.gz", hash = "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"},
-]
+[package.dependencies]
+numpy = ">=1.21"
+packaging = ">=21.3"
+pandas = ">=1.4"
 
 [package.extras]
-docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"]
-tests = ["pytest", "pytest-cov"]
-
-[[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-category = "main"
-optional = false
-python-versions = "*"
-files = [
-    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
-]
+accel = ["bottleneck", "flox", "numbagg", "scipy"]
+complete = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scipy", "seaborn", "zarr"]
+docs = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
+io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
+parallel = ["dask[complete]"]
+viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
 [[package]]
-name = "websocket-client"
-version = "1.5.3"
-description = "WebSocket client for Python with low level API options"
-category = "main"
+name = "xlrd"
+version = "2.0.1"
+description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "websocket-client-1.5.3.tar.gz", hash = "sha256:b96f3bce3e54e3486ebe6504bc22bd4c140392bd2eb71764db29be8f2639aa65"},
-    {file = "websocket_client-1.5.3-py3-none-any.whl", hash = "sha256:3566f8467cd350874c4913816355642a4942f6c1ed1e9406e3d42fae6d6c072a"},
+    {file = "xlrd-2.0.1-py2.py3-none-any.whl", hash = "sha256:6a33ee89877bd9abc1158129f6e94be74e2679636b8a205b43b85206c3f0bbdd"},
+    {file = "xlrd-2.0.1.tar.gz", hash = "sha256:f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
-optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
+build = ["twine", "wheel"]
+docs = ["sphinx"]
+test = ["pytest", "pytest-cov"]
 
 [[package]]
-name = "widgetsnbextension"
-version = "4.0.7"
-description = "Jupyter interactive widgets for Jupyter Notebook"
-category = "main"
+name = "xlsxwriter"
+version = "3.1.2"
+description = "A Python module for creating Excel XLSX files."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 files = [
-    {file = "widgetsnbextension-4.0.7-py3-none-any.whl", hash = "sha256:be3228a73bbab189a16be2d4a3cd89ecbd4e31948bfdc64edac17dcdee3cd99c"},
-    {file = "widgetsnbextension-4.0.7.tar.gz", hash = "sha256:ea67c17a7cd4ae358f8f46c3b304c40698bc0423732e3f273321ee141232c8be"},
+    {file = "XlsxWriter-3.1.2-py3-none-any.whl", hash = "sha256:331508ff39d610ecdaf979e458840bc1eab6e6a02cfd5d08f044f0f73636236f"},
+    {file = "XlsxWriter-3.1.2.tar.gz", hash = "sha256:78751099a770273f1c98b8d6643351f68f98ae8e6acf9d09d37dc6798f8cd3de"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.15.0"
+version = "3.16.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+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-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.9,!=3.9.7"
-content-hash = "fc926bb07db7684a4e8024b8228eda702bf7ccf07aa35e125993b85e37ea0c2c"
+python-versions = "^3.11"
+content-hash = "dbe71029ebbbcba313c432f16698bdddd10375d3b90298bf656dffd186115e5a"
diff --git a/pyproject.toml b/pyproject.toml
index 6fd3e0b0194e299f781d4235d5fc36a0111b25fc..2cff4cd81dcc160afb301afe00b6f993139039d6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,20 +6,23 @@ authors = ["Leah Tacke genannt Unterberg <leah.tgu@pads.rwth-aachen.de>"]
 packages = [{ include = "mdata_app" }]
 readme = "README.md"
 license = "MIT"
-
+include = [".streamlit", "logic", "pages", "resources"]
 
 [tool.poetry.dependencies]
-python = "^3.9,!=3.9.7"
+python = "^3.11"
+streamlit = "^1.25"
 cvxopt = "^1.3"
-streamlit = "^1.23"
-# mdata = "^0.1.0"
-mdata = { path = "C:/Users/Leah/PycharmProjects/mdata", develop = true }
-# mdata = { git = "https://git-ce.rwth-aachen.de/leah.tgu/mdata.git", branch = "master" }
+# mdata = "^0.1.2"
+pyyaml = "*"
+mdata = { git = "https://git-ce.rwth-aachen.de/machine-data/mdata.git", branch = "master" }
+#mdata = [
+#    { platform = "linux", git = "https://git-ce.rwth-aachen.de/leah.tgu/mdata.git", branch = "master" },
+#    { platform = "windows", path = "C:/Users/Leah/PycharmProjects/mdata", develop = true }
+#]
 seaborn = "^0.12.2"
 plotly = "^5.15"
 tsdownsample = "^0.1.2"
 
-
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"