diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 7f2a88ba..ae5e5734 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -19,13 +19,15 @@ on:
 
 jobs:
   test:
-
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
       matrix:
         os: ['windows-latest', 'macOS-latest', 'ubuntu-latest']
-        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
+        exclude:
+          - os: ubuntu-latest
+            python-version: '3.12'
     defaults:
       run:
         shell: bash
@@ -70,12 +72,15 @@ jobs:
       run: |
         poetry run pytest --cov=plotly_resampler --junitxml=junit/test-results-${{ matrix.python-version }}.xml --cov-report=xml tests
     - name: Upload pytest test results
-      uses: actions/upload-artifact@v3
+       # Use always() to always run this step to publish test results when there are test failures
+      if: ${{ always() && hashFiles('junit/test-results-${{ matrix.python-version }}.xml') != '' }}
+      uses: actions/upload-artifact@v4
       with:
-        name: pytest-results-${{ matrix.python-version }}
+        name: pytest-results-${{ matrix.python-version }}-${{ matrix.os }}-${{ github.run_number }}
         path: junit/test-results-${{ matrix.python-version }}.xml
-        # Use always() to always run this step to publish test results when there are test failures
-      if: ${{ always() }}
+        overwrite: true
+        retention-days: 7
+        compression-level: 5
 
     - name: Upload coverage to Codecov
       uses: codecov/codecov-action@v3
\ No newline at end of file
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 348073fe..585060b0 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -3,8 +3,6 @@
 First of all, thank you for considering contributing to `plotly-resampler`.<br>
 It's people like you that will help make `plotly-resampler` a great toolkit. 🤝
 
-As usual, contributions are managed through GitHub Issues and Pull Requests.
-
 As usual, contributions are managed through GitHub Issues and Pull Requests.  
 We invite you to use GitHub's [Issues](https://github.com/predict-idlab/plotly-resampler/issues) to report bugs, request features, or ask questions about the project. To ask use-specific questions, please use the [Discussions](https://github.com/predict-idlab/plotly-resampler/discussions) instead.
 
diff --git a/examples/other_apps/streamlit_app.py b/examples/other_apps/streamlit_app.py
index 55bbf6a2..f44626ff 100644
--- a/examples/other_apps/streamlit_app.py
+++ b/examples/other_apps/streamlit_app.py
@@ -16,7 +16,7 @@
 
 __author__ = "Jeroen Van Der Donckt"
 
-# Explicitely set pio.templates in order to have colored traces in the streamlit app!
+# Explicitly set pio.templates in order to have colored traces in the streamlit app!
 # -> https://discuss.streamlit.io/t/streamlit-overrides-colours-of-plotly-chart/34943/5
 import plotly.io as pio
 
diff --git a/examples/requirements.txt b/examples/requirements.txt
index 967b3053..e5c5ef9b 100644
--- a/examples/requirements.txt
+++ b/examples/requirements.txt
@@ -1,9 +1,9 @@
 pyfunctional>=1.4.3
 dash-bootstrap-components>=1.2.0
-dash-extensions==1.0.1  # fixated on this version as more recent versions do not work
+dash-extensions==1.0.20  # fixated on this version as more recent versions do not work
 ipywidgets>=7.7.0
 memory-profiler>=0.60.0
 line-profiler>=3.5.1
-pyarrow>=6.0.0
+pyarrow>=17.0.0
 kaleido>=0.2.1
 flask-cors>=3.0.10
\ No newline at end of file
diff --git a/plotly_resampler/aggregation/aggregators.py b/plotly_resampler/aggregation/aggregators.py
index 20b8c1fe..d38907cd 100644
--- a/plotly_resampler/aggregation/aggregators.py
+++ b/plotly_resampler/aggregation/aggregators.py
@@ -99,7 +99,7 @@ class MinMaxOverlapAggregator(DataPointSelector):
     """Aggregation method which performs binned min-max aggregation over 50% overlapping
     windows.
 
-    ![minmax operator image](https://github.com/predict-idlab/plotly-resampler/blob/main/docs/sphinx/_static/minmax_operator.png)
+    ![minmax operator image](https://github.com/predict-idlab/plotly-resampler/blob/main/mkdocs/static/minmax_operator.png)
 
     In the above image, **bin_size**: represents the size of *(len(series) / n_out)*.
     As the windows have 50% overlap and are consecutive, the min & max values are
diff --git a/plotly_resampler/aggregation/plotly_aggregator_parser.py b/plotly_resampler/aggregation/plotly_aggregator_parser.py
index c359aa29..74f4dc8b 100644
--- a/plotly_resampler/aggregation/plotly_aggregator_parser.py
+++ b/plotly_resampler/aggregation/plotly_aggregator_parser.py
@@ -38,7 +38,11 @@ def to_same_tz(
             return None
         elif reference_tz is not None:
             if ts.tz is not None:
-                assert ts.tz.__str__() == reference_tz.__str__()
+                # compare if these two have the same timezone / offset
+                try:
+                    assert ts.tz.__str__() == reference_tz.__str__()
+                except AssertionError:
+                    assert ts.utcoffset() == reference_tz.utcoffset(ts.tz_convert(None))
                 return ts
             else:  # localize -> time remains the same
                 return ts.tz_localize(reference_tz)
@@ -78,7 +82,15 @@ def get_start_end_indices(hf_trace_data, axis_type, start, end) -> Tuple[int, in
             # convert start & end to the same timezone
             if isinstance(hf_trace_data["x"], pd.DatetimeIndex):
                 tz = hf_trace_data["x"].tz
-                assert start.tz == end.tz
+                try:
+                    assert start.tz.__str__() == end.tz.__str__()
+                except (TypeError, AssertionError):
+                    # This fix is needed for DST (when the timezone is not fixed)
+                    assert start.tz_localize(None) == start.tz_convert(tz).tz_localize(
+                        None
+                    )
+                    assert end.tz_localize(None) == end.tz_convert(tz).tz_localize(None)
+
                 start = PlotlyAggregatorParser.to_same_tz(start, tz)
                 end = PlotlyAggregatorParser.to_same_tz(end, tz)
 
@@ -190,7 +202,7 @@ def aggregate(
                 agg_x = (
                     start_idx
                     + hf_trace_data["x"].start
-                    + indices * hf_trace_data["x"].step
+                    + indices.astype(hf_trace_data["x"].dtype) * hf_trace_data["x"].step
                 )
             else:
                 agg_x = hf_x[indices]
diff --git a/plotly_resampler/figure_resampler/figure_resampler.py b/plotly_resampler/figure_resampler/figure_resampler.py
index 197b7d8a..e8f6c94c 100644
--- a/plotly_resampler/figure_resampler/figure_resampler.py
+++ b/plotly_resampler/figure_resampler/figure_resampler.py
@@ -13,7 +13,7 @@
 import os
 import warnings
 from pathlib import Path
-from typing import List, Optional, Tuple
+from typing import List, Optional, Tuple, Union
 
 import dash
 import plotly.graph_objects as go
@@ -26,15 +26,9 @@
     MinMaxLTTB,
 )
 from .figure_resampler_interface import AbstractFigureAggregator
+from .jupyter_dash_persistent_inline_output import JupyterDashPersistentInlineOutput
 from .utils import is_figure, is_fr
 
-try:
-    from .jupyter_dash_persistent_inline_output import JupyterDashPersistentInlineOutput
-
-    _jupyter_dash_installed = True
-except ImportError:
-    _jupyter_dash_installed = False
-
 # Default arguments for the Figure overview
 ASSETS_FOLDER = Path(__file__).parent.joinpath("assets").absolute().__str__()
 _DEFAULT_OVERVIEW_LAYOUT_KWARGS = {
@@ -242,7 +236,6 @@ def __init__(
         self._host: str | None = None
         # Certain functions will be different when using persistent inline
         # (namely `show_dash` and `stop_callback`)
-        self._is_persistent_inline = False
 
     def _get_subplot_rows_and_cols_from_grid(self) -> Tuple[int, int]:
         """Get the number of rows and columns of the figure's grid.
@@ -535,7 +528,9 @@ def show_dash(
                 constructor via the ``show_dash_kwargs`` argument.
 
         """
-        available_modes = ["external", "inline", "inline_persistent", "jupyterlab"]
+        available_modes = list(dash._jupyter.JupyterDisplayMode.__args__) + [
+            "inline_persistent"
+        ]
         assert (
             mode is None or mode in available_modes
         ), f"mode must be one of {available_modes}"
@@ -576,25 +571,6 @@ def show_dash(
             init_dash_kwargs["external_scripts"] = ["https://cdn.jsdelivr.net/npm/lodash/lodash.min.js" ]
             # fmt: on
 
-        if mode == "inline_persistent":
-            mode = "inline"
-            if _jupyter_dash_installed:
-                # Inline persistent mode: we display a static image of the figure when the
-                # app is not reachable
-                # Note: this is the "inline" behavior of JupyterDashInlinePersistentOutput
-                app = JupyterDashPersistentInlineOutput("local_app", **init_dash_kwargs)
-                self._is_persistent_inline = True
-            else:
-                # If Jupyter Dash is not installed, inline persistent won't work and hence
-                # we default to normal inline mode with a normal Dash app
-                app = dash.Dash("local_app", **init_dash_kwargs)
-                warnings.warn(
-                    "'jupyter_dash' is not installed. The persistent inline mode will not work. Defaulting to standard inline mode."
-                )
-        else:
-            # jupyter dash uses a normal Dash app as figure
-            app = dash.Dash("local_app", **init_dash_kwargs)
-
         # fmt: off
         div = dash.html.Div(
             children=[
@@ -620,18 +596,19 @@ def show_dash(
                     **graph_properties,
                 ),
             ]
-        app.layout = div
 
+        # Create the app, populate the layout and register the resample callback
+        app = dash.Dash("local_app", **init_dash_kwargs)
+        app.layout = div
         self.register_update_graph_callback(
             app,
             "resample-figure",
             "overview-figure" if self._create_overview else None,
         )
 
-        height_param = "height" if self._is_persistent_inline else "jupyter_height"
-
         # 2. Run the app
-        if mode == "inline" and height_param not in kwargs:
+        height_param = "height" if mode == "inline_persistent" else "jupyter_height"
+        if "inline" in mode and height_param not in kwargs:
             # If app height is not specified -> re-use figure height for inline dash app
             #  Note: default layout height is 450 (whereas default app height is 650)
             #  See: https://plotly.com/python/reference/layout/#layout-height
@@ -646,9 +623,11 @@ def show_dash(
         self._host = kwargs.get("host", "127.0.0.1")
         self._port = kwargs.get("port", "8050")
 
-        # function signature is slightly different for the Dash and JupyterDash implementations
-        if self._is_persistent_inline:
-            app.run(mode=mode, **kwargs)
+        # function signatures are slightly different for the (Jupyter)Dash and the
+        # JupyterDashInlinePersistent implementations
+        if mode == "inline_persistent":
+            jpi = JupyterDashPersistentInlineOutput(self)
+            jpi.run_app(app=app, **kwargs)
         else:
             app.run(jupyter_mode=mode, **kwargs)
 
@@ -665,18 +644,10 @@ def stop_server(self, warn: bool = True):
             This only works if the dash-app was started with [`show_dash`][figure_resampler.figure_resampler.FigureResampler.show_dash].
         """
         if self._app is not None:
-            servers_dict = (
-                self._app._server_threads
-                if self._is_persistent_inline
-                else dash.jupyter_dash._servers
-            )
+            servers_dict = dash.jupyter_dash._servers
             old_server = servers_dict.get((self._host, self._port))
             if old_server:
-                if self._is_persistent_inline:
-                    old_server.kill()
-                    old_server.join()
-                else:
-                    old_server.shutdown()
+                old_server.shutdown()
             del servers_dict[(self._host, self._port)]
         elif warn:
             warnings.warn(
@@ -685,6 +656,47 @@ def stop_server(self, warn: bool = True):
                 + "\t- the dash-server wasn't started with 'show_dash'"
             )
 
+    def construct_update_data_patch(
+        self, relayout_data: dict
+    ) -> Union[dash.Patch, dash.no_update]:
+        """Construct the Patch of the to-be-updated front-end data, based on the layout
+        change.
+
+        Attention
+        ---------
+        This method is tightly coupled with Dash app callbacks. It takes the front-end
+        figure its ``relayoutData`` as input and returns the ``dash.Patch`` which needs
+        to be sent to the ``figure`` property for the corresponding ``dcc.Graph``.
+
+        Parameters
+        ----------
+        relayout_data: dict
+            A dict containing the ``relayoutData`` (i.e., the changed layout data) of
+            the corresponding front-end graph.
+
+        Returns
+        -------
+        dash.Patch:
+            The Patch object containing the figure updates which needs to be sent to
+            the front-end.
+
+        """
+        update_data = self._construct_update_data(relayout_data)
+        if not isinstance(update_data, list) or len(update_data) <= 1:
+            return dash.no_update
+
+        patched_figure = dash.Patch()  # create patch
+        for trace in update_data[1:]:  # skip first item as it contains the relayout
+            trace_index = trace.pop("index")  # the index of the corresponding trace
+            # All the other items are the trace properties which needs to be updated
+            for k, v in trace.items():
+                # NOTE: we need to use the `patched_figure` as a dict, and not
+                # `patched_figure.data` as the latter will replace **all** the
+                # data for the corresponding trace, and we just want to update the
+                # specific trace its properties.
+                patched_figure["data"][trace_index][k] = v
+        return patched_figure
+
     def register_update_graph_callback(
         self,
         app: dash.Dash,
diff --git a/plotly_resampler/figure_resampler/figure_resampler_interface.py b/plotly_resampler/figure_resampler/figure_resampler_interface.py
index 25ce4009..d5e3a8c5 100644
--- a/plotly_resampler/figure_resampler/figure_resampler_interface.py
+++ b/plotly_resampler/figure_resampler/figure_resampler_interface.py
@@ -371,10 +371,8 @@ def _check_update_trace_data(
         )
 
         # -------------------- Set the hf_trace_data_props -------------------
-        # Parse the data types to an orjson compatible format
-        # NOTE: this can be removed once orjson supports f16
-        trace["x"] = self._parse_dtype_orjson(agg_x)
-        trace["y"] = self._parse_dtype_orjson(agg_y)
+        trace["x"] = agg_x
+        trace["y"] = agg_y
         trace["name"] = self._parse_trace_name(
             hf_trace_data, end_idx - start_idx, agg_x
         )
@@ -578,7 +576,7 @@ def _parse_get_trace_props(
             A namedtuple which serves as a datacontainer.
 
         """
-        hf_x: np.ndarray = (
+        hf_x: np.ndarray | pd.Index = (
             # fmt: off
             (np.asarray(trace["x"]) if trace["x"] is not None else None)
             if hasattr(trace, "x") and hf_x is None
@@ -593,6 +591,8 @@ def _parse_get_trace_props(
             else np.asarray(hf_x)
             # fmt: on
         )
+        if pd.core.dtypes.common.is_datetime64_any_dtype(hf_x):
+            hf_x = pd.Index(hf_x)
 
         hf_y = (
             trace["y"]
@@ -980,21 +980,21 @@ def add_trace(
         uuid_str = str(uuid4()) if trace.uid is None else trace.uid
         trace.uid = uuid_str
 
-        # construct the hf_data_container
-        # TODO in future version -> maybe regex on kwargs which start with `hf_`
-        dc = self._parse_get_trace_props(
-            trace,
-            hf_x,
-            hf_y,
-            hf_text,
-            hf_hovertext,
-            hf_marker_size,
-            hf_marker_color,
-        )
-
         # These traces will determine the autoscale its RANGE!
         #   -> so also store when `limit_to_view` is set.
         if trace["type"].lower() in self._high_frequency_traces:
+            # construct the hf_data_container
+            # TODO in future version -> maybe regex on kwargs which start with `hf_`
+            dc = self._parse_get_trace_props(
+                trace,
+                hf_x,
+                hf_y,
+                hf_text,
+                hf_hovertext,
+                hf_marker_size,
+                hf_marker_color,
+            )
+
             n_samples = len(dc.x)
             if n_samples > max_out_s or limit_to_view:
                 self._print(
@@ -1037,7 +1037,7 @@ def add_trace(
                     [trace], **self._add_trace_to_add_traces_kwargs(trace_kwargs)
                 )
 
-        return super(self._figure_class, self).add_traces(
+        return super().add_traces(
             [trace], **self._add_trace_to_add_traces_kwargs(trace_kwargs)
         )
 
@@ -1169,7 +1169,7 @@ def add_traces(
             assert trace is not None
             data[i] = trace
 
-        return super(self._figure_class, self).add_traces(data, **traces_kwargs)
+        return super().add_traces(data, **traces_kwargs)
 
     def _clear_figure(self):
         """Clear the current figure object its data and layout."""
@@ -1259,47 +1259,6 @@ def _parse_relayout(self, relayout_dict: dict) -> dict:
             extra_layout_updates[f"{axis}.autorange"] = None
         return extra_layout_updates
 
-    def construct_update_data_patch(
-        self, relayout_data: dict
-    ) -> Union[dash.Patch, dash.no_update]:
-        """Construct the Patch of the to-be-updated front-end data, based on the layout
-        change.
-
-        Attention
-        ---------
-        This method is tightly coupled with Dash app callbacks. It takes the front-end
-        figure its ``relayoutData`` as input and returns the ``dash.Patch`` which needs
-        to be sent to the ``figure`` property for the corresponding ``dcc.Graph``.
-
-        Parameters
-        ----------
-        relayout_data: dict
-            A dict containing the ``relayoutData`` (i.e., the changed layout data) of
-            the corresponding front-end graph.
-
-        Returns
-        -------
-        dash.Patch:
-            The Patch object containing the figure updates which needs to be sent to
-            the front-end.
-
-        """
-        update_data = self._construct_update_data(relayout_data)
-        if not isinstance(update_data, list) or len(update_data) <= 1:
-            return dash.no_update
-
-        patched_figure = dash.Patch()  # create patch
-        for trace in update_data[1:]:  # skip first item as it contains the relayout
-            trace_index = trace.pop("index")  # the index of the corresponding trace
-            # All the other items are the trace properties which needs to be updated
-            for k, v in trace.items():
-                # NOTE: we need to use the `patched_figure` as a dict, and not
-                # `patched_figure.data` as the latter will replace **all** the
-                # data for the corresponding trace, and we just want to update the
-                # specific trace its properties.
-                patched_figure["data"][trace_index][k] = v
-        return patched_figure
-
     def _construct_update_data(
         self,
         relayout_data: dict,
@@ -1400,17 +1359,6 @@ def _construct_update_data(
             layout_traces_list.append(trace_reduced)
         return layout_traces_list
 
-    @staticmethod
-    def _parse_dtype_orjson(series: np.ndarray) -> np.ndarray:
-        """Verify the orjson compatibility of the series and convert it if needed."""
-        # NOTE:
-        #    * float16 and float128 aren't supported with latest orjson versions (3.8.1)
-        #    * this method assumes that the it will not get a float128 series
-        # -> this method can be removed if orjson supports float16
-        if series.dtype == np.float16:
-            return series.astype(np.float32)
-        return series
-
     @staticmethod
     def _re_matches(regex: re.Pattern, strings: Iterable[str]) -> List[str]:
         """Returns all the items in ``strings`` which regex.match(es) ``regex``."""
diff --git a/plotly_resampler/figure_resampler/figurewidget_resampler.py b/plotly_resampler/figure_resampler/figurewidget_resampler.py
index ef8d871c..7e2b9100 100644
--- a/plotly_resampler/figure_resampler/figurewidget_resampler.py
+++ b/plotly_resampler/figure_resampler/figurewidget_resampler.py
@@ -254,27 +254,30 @@ def _update_spike_ranges(self, layout, *showspikes, force_update=False):
 
             # Construct the update data
             update_data = self._construct_update_data(relayout_dict)
-            if self._print_verbose:
-                self._relayout_hist.append(layout)
-                self._relayout_hist.append(["showspikes-update", len(update_data) - 1])
-                self._relayout_hist.append("-" * 30)
-
-            with self.batch_update():
-                # First update the layout (first item of update_data)
-                if not force_update:
-                    self.layout.update(self._parse_relayout(update_data[0]))
-
-                # Also:  Remove the showspikes from the layout, otherwise the autorange
-                # will not work as intended (it will not be triggered again)
-                # Note: this removal causes a second trigger of this method
-                # which will go in the "else" part below.
-                for xaxis_str in self._xaxis_list:
-                    self.layout[xaxis_str].pop("showspikes")
+            if not self._is_no_update(update_data):
+                if self._print_verbose:
+                    self._relayout_hist.append(layout)
+                    self._relayout_hist.append(
+                        ["showspikes-update", len(update_data) - 1]
+                    )
+                    self._relayout_hist.append("-" * 30)
+
+                with self.batch_update():
+                    # First update the layout (first item of update_data)
+                    if not force_update:
+                        self.layout.update(self._parse_relayout(update_data[0]))
+
+                    # Also: Remove the showspikes from the layout, otherwise the autorange
+                    # will not work as intended (it will not be triggered again)
+                    # Note: this removal causes a second trigger of this method
+                    # which will go in the "else" part below.
+                    for xaxis_str in self._xaxis_list:
+                        self.layout[xaxis_str].pop("showspikes")
 
-                # Then, update the data
-                for updated_trace in update_data[1:]:
-                    trace_idx = updated_trace.pop("index")
-                    self.data[trace_idx].update(updated_trace)
+                    # Then, update the data
+                    for updated_trace in update_data[1:]:
+                        trace_idx = updated_trace.pop("index")
+                        self.data[trace_idx].update(updated_trace)
         elif self._print_verbose:
             self._relayout_hist.append(["showspikes", "initial call or showspikes"])
             self._relayout_hist.append("-" * 40)
@@ -323,3 +326,8 @@ def reload_data(self):
             )
             # TODO: when we know which traces have changed we can use
             # a new -> `update_xaxis_str` argument.
+
+    def __reduce__(self):
+        # Needed for pickling
+        # Specifically set the class name, as the metaclass is not easily picklable
+        return FigureWidgetResampler, *list(super().__reduce__())[1:]
diff --git a/plotly_resampler/figure_resampler/jupyter_dash_persistent_inline_output.py b/plotly_resampler/figure_resampler/jupyter_dash_persistent_inline_output.py
index dc106e83..44bd4541 100644
--- a/plotly_resampler/figure_resampler/jupyter_dash_persistent_inline_output.py
+++ b/plotly_resampler/figure_resampler/jupyter_dash_persistent_inline_output.py
@@ -1,12 +1,24 @@
 import base64
 import contextlib
+import logging
+import os
+import queue
+import threading
 import uuid
 import warnings
 
-from jupyter_dash import JupyterDash
+import requests
 
+try:
+    from IPython.display import HTML, display
+except ImportError:
+    pass
 
-class JupyterDashPersistentInlineOutput(JupyterDash):
+from dash._jupyter import JupyterDash, _jupyter_config, make_server, retry
+from plotly.graph_objects import Figure
+
+
+class JupyterDashPersistentInlineOutput:
     """Extension of the JupyterDash class to support the custom inline output for
     ``FigureResampler`` figures.
 
@@ -34,19 +46,15 @@ class JupyterDashPersistentInlineOutput(JupyterDash):
 
     """
 
-    def __init__(self, *args, **kwargs):
-        super().__init__(*args, **kwargs)
+    def __init__(self, fig: Figure) -> None:
+        super().__init__()
+        self.fig = fig
 
-        self._uid = str(uuid.uuid4())  # A new unique id for each app
-
-        with contextlib.suppress(ImportWarning, ModuleNotFoundError):
-            from flask_cors import cross_origin
-
-            # Mimic the _alive_{token} endpoint but with cors
-            @self.server.route(f"/_is_alive_{self._uid}", methods=["GET"])
-            @cross_origin(origins=["*"], allow_headers=["Content-Type"])
-            def broadcast_alive():
-                return "Alive"
+        # The unique id of this app
+        # This id is used to couple the output in the notebook with this app
+        # A fetch request is performed to the _is_alive_{uid} endpoint to check if the
+        # app is still alive.
+        self.uid = str(uuid.uuid4())
 
     def _display_inline_output(self, dashboard_url, width, height):
         """Display the dash app persistent inline in the notebook.
@@ -67,19 +75,14 @@ def _display_inline_output(self, dashboard_url, width, height):
             )
 
         # Get the image from the dashboard and encode it as base64
-        fig = self.layout.children[0].figure  # is stored there in the show_dash method
+        fig = self.fig  # is stored in the show_dash method
         f_width = 1000 if fig.layout.width is None else fig.layout.width
         fig_base64 = base64.b64encode(
             fig.to_image(format="png", width=f_width, scale=1, height=fig.layout.height)
         ).decode("utf8")
 
-        # The unique id of this app
-        # This id is used to couple the output in the notebook with this app
-        # A fetch request is performed to the _is_alive_{uid} endpoint to check if the
-        # app is still alive.
-        uid = self._uid
-
         # The html (& javascript) code to display the app / figure
+        uid = self.uid
         display(
             {
                 "text/html": f"""
@@ -165,11 +168,167 @@ def _display_inline_output(self, dashboard_url, width, height):
             display_id=uid,
         )
 
-    def _display_in_jupyter(self, dashboard_url, port, mode, width, height):
-        """Override the display method to retain some output when displaying inline
-        in jupyter.
+    # NOTE: Minimally adatped version from dash._jupyter.JupyterDash.run_server
+    def run_app(
+        self,
+        app,
+        width="100%",
+        height=650,
+        host="127.0.0.1",
+        port=8050,
+        server_url=None,
+    ):
+        """Run the inline persistent dash app in the notebook.
+
+        Parameters
+        ----------
+        app : dash.Dash
+            A Dash application instance
+        width : str, optional
+            Width of app when displayed using mode="inline", by default "100%"
+        height : int, optional
+            Height of app when displayed using mode="inline", by default 650
+        host : str, optional
+            Host of the server, by default "127.0.0.1"
+        port : int, optional
+            Port used by the server, by default 8050
+        server_url : str, optional
+            Use if a custom url is required to display the app, by default None
+
         """
-        if mode == "inline":
-            self._display_inline_output(dashboard_url, width, height)
+        # Terminate any existing server using this port
+        old_server = JupyterDash._servers.get((host, port))
+        if old_server:
+            old_server.shutdown()
+            del JupyterDash._servers[(host, port)]
+
+        # Configure pathname prefix
+        if "base_subpath" in _jupyter_config:
+            requests_pathname_prefix = (
+                _jupyter_config["base_subpath"].rstrip("/") + "/proxy/{port}/"
+            )
+        else:
+            requests_pathname_prefix = app.config.get("requests_pathname_prefix", None)
+
+        if requests_pathname_prefix is not None:
+            requests_pathname_prefix = requests_pathname_prefix.format(port=port)
+        else:
+            requests_pathname_prefix = "/"
+
+        # FIXME Move config initialization to main dash __init__
+        # low-level setter to circumvent Dash's config locking
+        # normally it's unsafe to alter requests_pathname_prefix this late, but
+        # Jupyter needs some unusual behavior.
+        dict.__setitem__(
+            app.config, "requests_pathname_prefix", requests_pathname_prefix
+        )
+
+        # # Compute server_url url
+        if server_url is None:
+            if "server_url" in _jupyter_config:
+                server_url = _jupyter_config["server_url"].rstrip("/")
+            else:
+                domain_base = os.environ.get("DASH_DOMAIN_BASE", None)
+                if domain_base:
+                    # Dash Enterprise sets DASH_DOMAIN_BASE environment variable
+                    server_url = "https://" + domain_base
+                else:
+                    server_url = f"http://{host}:{port}"
         else:
-            super()._display_in_jupyter(dashboard_url, port, mode, width, height)
+            server_url = server_url.rstrip("/")
+
+        # server_url = "http://{host}:{port}".format(host=host, port=port)
+
+        dashboard_url = f"{server_url}{requests_pathname_prefix}"
+
+        # prevent partial import of orjson when it's installed and mode=jupyterlab
+        # TODO: why do we need this? Why only in this mode? Importing here in
+        # all modes anyway, in case there's a way it can pop up in another mode
+        try:
+            # pylint: disable=C0415,W0611
+            import orjson  # noqa: F401
+        except ImportError:
+            pass
+
+        err_q = queue.Queue()
+
+        server = make_server(host, port, app.server, threaded=True, processes=0)
+        logging.getLogger("werkzeug").setLevel(logging.ERROR)
+
+        # ---------------------------------------------------------------------
+        # NOTE: added this code to mimic the _alive_{token} endpoint but with cors
+        with contextlib.suppress(ImportWarning, ModuleNotFoundError):
+            from flask_cors import cross_origin
+
+            @app.server.route(f"/_is_alive_{self.uid}", methods=["GET"])
+            @cross_origin(origins=["*"], allow_headers=["Content-Type"])
+            def broadcast_alive():
+                return "Alive"
+
+        # ---------------------------------------------------------------------
+
+        @retry(
+            stop_max_attempt_number=15,
+            wait_exponential_multiplier=100,
+            wait_exponential_max=1000,
+        )
+        def run():
+            try:
+                server.serve_forever()
+            except SystemExit:
+                pass
+            except Exception as error:
+                err_q.put(error)
+                raise error
+
+        thread = threading.Thread(target=run)
+        thread.daemon = True
+        thread.start()
+
+        JupyterDash._servers[(host, port)] = server
+
+        # Wait for server to start up
+        alive_url = f"http://{host}:{port}/_alive_{JupyterDash.alive_token}"
+
+        def _get_error():
+            try:
+                err = err_q.get_nowait()
+                if err:
+                    raise err
+            except queue.Empty:
+                pass
+
+        # Wait for app to respond to _alive endpoint
+        @retry(
+            stop_max_attempt_number=15,
+            wait_exponential_multiplier=10,
+            wait_exponential_max=1000,
+        )
+        def wait_for_app():
+            _get_error()
+            try:
+                req = requests.get(alive_url)
+                res = req.content.decode()
+                if req.status_code != 200:
+                    raise Exception(res)
+
+                if res != "Alive":
+                    url = f"http://{host}:{port}"
+                    raise OSError(
+                        f"Address '{url}' already in use.\n"
+                        "    Try passing a different port to run_server."
+                    )
+            except requests.ConnectionError as err:
+                _get_error()
+                raise err
+
+        try:
+            wait_for_app()
+            self._display_inline_output(dashboard_url, width=width, height=height)
+
+        except Exception as final_error:  # pylint: disable=broad-except
+            msg = str(final_error)
+            if msg.startswith("<!"):
+                display(HTML(msg))
+            else:
+                raise final_error
diff --git a/poetry.lock b/poetry.lock
index 7496f995..7649f9e7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,54 +1,56 @@
 # This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
 
 [[package]]
-name = "ansi2html"
-version = "1.8.0"
-description = ""
+name = "anyio"
+version = "4.5.2"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "ansi2html-1.8.0-py3-none-any.whl", hash = "sha256:ef9cc9682539dbe524fbf8edad9c9462a308e04bce1170c32daa8fdfd0001785"},
-    {file = "ansi2html-1.8.0.tar.gz", hash = "sha256:38b82a298482a1fa2613f0f9c9beb3db72a8f832eeac58eb2e47bf32cd37f6d5"},
+    {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"},
+    {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"},
 ]
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-docs = ["Sphinx", "setuptools-scm", "sphinx-rtd-theme"]
-test = ["pytest", "pytest-cov"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
-name = "anyio"
-version = "3.7.1"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+name = "anywidget"
+version = "0.9.13"
+description = "custom jupyter widgets made easy"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+    {file = "anywidget-0.9.13-py3-none-any.whl", hash = "sha256:43d1658f1043b8c95cd350b2f5deccb123fd37810a36f656d6163aefe8163705"},
+    {file = "anywidget-0.9.13.tar.gz", hash = "sha256:c655455bf51f82182eb23c5947d37cc41f0b1ffacaf7e2b763147a2332cb3f07"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
-idna = ">=2.8"
-sniffio = ">=1.1"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+ipywidgets = ">=7.6.0"
+psygnal = ">=0.8.1"
+typing-extensions = ">=4.2.0"
 
 [package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (<0.22)"]
+dev = ["comm (>=0.1.0)", "watchfiles (>=0.18.0)"]
+test = ["ipython (<8.13)", "msgspec", "mypy (==1.10.0)", "pydantic", "pytest", "pytest-cov", "ruff"]
 
 [[package]]
 name = "appnope"
-version = "0.1.3"
+version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
 [[package]]
@@ -64,7 +66,6 @@ files = [
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
@@ -109,6 +110,69 @@ cffi = ">=1.0.1"
 dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
+[[package]]
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
+
+[package.extras]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
+
+[[package]]
+name = "asttokens"
+version = "3.0.0"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
+]
+
+[package.extras]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
+
+[[package]]
+name = "astunparse"
+version = "1.6.3"
+description = "An AST unparser for Python"
+optional = false
+python-versions = "*"
+files = [
+    {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
+    {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
+]
+
+[package.dependencies]
+six = ">=1.6.1,<2.0"
+wheel = ">=0.23.0,<1.0"
+
+[[package]]
+name = "async-lru"
+version = "2.0.4"
+description = "Simple LRU cache for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
+    {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "atomicwrites"
 version = "1.4.1"
@@ -121,42 +185,39 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
+    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.13.1"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
-    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-setuptools = {version = "*", markers = "python_version >= \"3.12\""}
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "backcall"
@@ -171,19 +232,23 @@ files = [
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.2"
+version = "4.13.3"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 files = [
-    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
-    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+    {file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
+    {file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
@@ -214,7 +279,6 @@ mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
@@ -225,31 +289,32 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "6.0.0"
+version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 six = ">=1.9.0"
+tinycss2 = {version = ">=1.1.0,<1.3", optional = true, markers = "extra == \"css\""}
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
+css = ["tinycss2 (>=1.1.0,<1.3)"]
 
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 name = "blinker"
-version = "1.6.3"
+version = "1.7.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [[package]]
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-]
-
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 name = "certifi"
-version = "2023.7.22"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -508,117 +501,118 @@ pycparser = "*"
 
 [[package]]
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
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 [[package]]
 name = "colorama"
@@ -633,90 +627,100 @@ files = [
 
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 [package.dependencies]
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 test = ["pytest"]
-typing = ["mypy (>=0.990)"]
 
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 [package.dependencies]
@@ -727,43 +731,38 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
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 [package.dependencies]
@@ -776,27 +775,26 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
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 test-randomorder = ["pytest-randomly"]
 
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 description = "A Python framework for building reactive web-apps. Developed by Plotly."
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-python-versions = ">=3.6"
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 Flask = ">=1.0.4,<3.1"
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+importlib-metadata = "*"
 nest-asyncio = "*"
 plotly = ">=5.0.0"
 requests = "*"
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 Werkzeug = "<3.1"
 
 [package.extras]
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 [[package]]
 name = "dash-core-components"
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+    {file = "debugpy-1.8.12-cp39-cp39-win_amd64.whl", hash = "sha256:f30b03b0f27608a0b26c75f0bb8a880c752c0e0b01090551b9d87c7d783e2069"},
+    {file = "debugpy-1.8.12-py2.py3-none-any.whl", hash = "sha256:274b6a2040349b5c9864e475284bce5bb062e63dce368a394b8cc865ae3b00c6"},
+    {file = "debugpy-1.8.12.tar.gz", hash = "sha256:646530b04f45c830ceae8e491ca1c9320a2d2f0efea3141487c82130aba70dce"},
 ]
 
 [[package]]
@@ -900,39 +902,42 @@ files = [
 ]
 
 [[package]]
-name = "entrypoints"
-version = "0.4"
-description = "Discover and load entry points from installed packages."
+name = "exceptiongroup"
+version = "1.2.2"
+description = "Backport of PEP 654 (exception groups)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
-    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
-name = "exceptiongroup"
-version = "1.1.3"
-description = "Backport of PEP 654 (exception groups)"
+name = "executing"
+version = "2.2.0"
+description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
-    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
+    {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"},
+    {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"},
 ]
 
 [package.extras]
-test = ["pytest (>=6)"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.1"
+version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
-    {file = "fastjsonschema-2.18.1-py3-none-any.whl", hash = "sha256:aec6a19e9f66e9810ab371cc913ad5f4e9e479b63a7072a2cd060a9369e329a8"},
-    {file = "fastjsonschema-2.18.1.tar.gz", hash = "sha256:06dc8680d937628e993fa0cd278f196d20449a1adc087640710846b324d422ea"},
+    {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
+    {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
 ]
 
 [package.extras]
@@ -940,21 +945,22 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "flask"
-version = "2.2.5"
+version = "3.0.3"
 description = "A simple framework for building complex web applications."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Flask-2.2.5-py3-none-any.whl", hash = "sha256:58107ed83443e86067e41eff4631b058178191a355886f8e479e347fa1285fdf"},
-    {file = "Flask-2.2.5.tar.gz", hash = "sha256:edee9b0a7ff26621bd5a8c10ff484ae28737a2410d99b0bb9a6850c7fb977aa0"},
+    {file = "flask-3.0.3-py3-none-any.whl", hash = "sha256:34e815dfaa43340d1d15a5c3a02b8476004037eb4840b34910c6e21679d288f3"},
+    {file = "flask-3.0.3.tar.gz", hash = "sha256:ceb27b0af3823ea2737928a4d99d125a06175b8512c445cbd9a9ce200ef76842"},
 ]
 
 [package.dependencies]
-click = ">=8.0"
+blinker = ">=1.6.2"
+click = ">=8.1.3"
 importlib-metadata = {version = ">=3.6.0", markers = "python_version < \"3.10\""}
-itsdangerous = ">=2.0"
-Jinja2 = ">=3.0"
-Werkzeug = ">=2.2.2"
+itsdangerous = ">=2.1.2"
+Jinja2 = ">=3.1.2"
+Werkzeug = ">=3.0.0"
 
 [package.extras]
 async = ["asgiref (>=3.2)"]
@@ -975,6 +981,17 @@ files = [
 Flask = ">=0.9"
 Six = "*"
 
+[[package]]
+name = "fqdn"
+version = "1.5.1"
+description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
+optional = false
+python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
+files = [
+    {file = "fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014"},
+    {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"},
+]
+
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
@@ -994,31 +1011,17 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "griffe"
-version = "0.30.1"
-description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "griffe-0.30.1-py3-none-any.whl", hash = "sha256:b2f3df6952995a6bebe19f797189d67aba7c860755d3d21cc80f64d076d0154c"},
-    {file = "griffe-0.30.1.tar.gz", hash = "sha256:007cc11acd20becf1bb8f826419a52b9d403bbad9d8c8535699f5440ddc0a109"},
-]
-
-[package.dependencies]
-cached-property = {version = "*", markers = "python_version < \"3.8\""}
-colorama = ">=0.4"
-
-[[package]]
-name = "griffe"
-version = "0.36.9"
+version = "1.4.0"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "griffe-0.36.9-py3-none-any.whl", hash = "sha256:7874febe7cd81e8e47eb7b8130ff9d38c8f3656233c01d2d217d2e898a0925f5"},
-    {file = "griffe-0.36.9.tar.gz", hash = "sha256:b4e510bf0ed1fc91c58453c68018a2247c561adec8f5dadc40275afc01f51eac"},
+    {file = "griffe-1.4.0-py3-none-any.whl", hash = "sha256:e589de8b8c137e99a46ec45f9598fc0ac5b6868ce824b24db09c02d117b89bc5"},
+    {file = "griffe-1.4.0.tar.gz", hash = "sha256:8fccc585896d13f1221035d32c50dec65830c87d23f9adb9b1e6f3d63574f7f5"},
 ]
 
 [package.dependencies]
+astunparse = {version = ">=1.6", markers = "python_version < \"3.9\""}
 colorama = ">=0.4"
 
 [[package]]
@@ -1032,9 +1035,6 @@ files = [
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
 [[package]]
 name = "h2"
 version = "4.1.0"
@@ -1061,6 +1061,51 @@ files = [
     {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
 ]
 
+[[package]]
+name = "httpcore"
+version = "1.0.7"
+description = "A minimal low-level HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
+    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
+]
+
+[package.dependencies]
+certifi = "*"
+h11 = ">=0.13,<0.15"
+
+[package.extras]
+asyncio = ["anyio (>=4.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<1.0)"]
+
+[[package]]
+name = "httpx"
+version = "0.28.1"
+description = "The next generation HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
+]
+
+[package.dependencies]
+anyio = "*"
+certifi = "*"
+httpcore = "==1.*"
+idna = "*"
+
+[package.extras]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "hyperframe"
 version = "6.0.1"
@@ -1074,52 +1119,62 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
-version = "6.7.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"},
-    {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
 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 (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 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 = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
+    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
 ]
 
 [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)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -1134,41 +1189,46 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.16.2"
+version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.16.2-py3-none-any.whl", hash = "sha256:67daf93e5b52456cd8eea87a8b59405d2bb80ae411864a1ea206c3631d8179af"},
-    {file = "ipykernel-6.16.2.tar.gz", hash = "sha256:463f3d87a92e99969b1605cb7a5b4d7b36b7145a0e72d06e65918a6ddefbe630"},
+    {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
+    {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
 ]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-debugpy = ">=1.0"
+comm = ">=0.1.1"
+debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=17"
+pyzmq = ">=24"
 tornado = ">=6.1"
-traitlets = ">=5.1.0"
+traitlets = ">=5.4.0"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"]
+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 (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "7.34.0"
+version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "ipython-7.34.0-py3-none-any.whl", hash = "sha256:c175d2440a1caff76116eb719d40538fbb316e214eda85c5515c303aacbfb23e"},
-    {file = "ipython-7.34.0.tar.gz", hash = "sha256:af3bdb46aa292bce5615b1b2ebc76c2080c5f77f54bda2ec72461317273e7cd6"},
+    {file = "ipython-8.12.3-py3-none-any.whl", hash = "sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c"},
+    {file = "ipython-8.12.3.tar.gz", hash = "sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363"},
 ]
 
 [package.dependencies]
@@ -1180,21 +1240,24 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-setuptools = ">=18.5"
-traitlets = ">=4.2"
+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 = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
-doc = ["Sphinx (>=1.3)"]
+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 = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.17)", "pygments", "requests", "testpath"]
+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"
@@ -1209,13 +1272,13 @@ files = [
 
 [[package]]
 name = "ipywidgets"
-version = "7.8.1"
+version = "7.8.5"
 description = "IPython HTML widgets for Jupyter"
 optional = false
 python-versions = "*"
 files = [
-    {file = "ipywidgets-7.8.1-py2.py3-none-any.whl", hash = "sha256:29f7056d368bf0a7b35d51cf0c56b58582da57c78bb9f765965fef7c332e807c"},
-    {file = "ipywidgets-7.8.1.tar.gz", hash = "sha256:050b87bb9ac11641859af4c36cdb639ca072fb5e121f0f1a401f8a80f9fa008d"},
+    {file = "ipywidgets-7.8.5-py2.py3-none-any.whl", hash = "sha256:8055fe314edd4c101a5f1ea230620ef5e315b0ca87f940264b4eac1faf9746ef"},
+    {file = "ipywidgets-7.8.5.tar.gz", hash = "sha256:927439399d75f59f43864c13d7e73b05a4de522d3ea09d6048adc5c583b55c3b"},
 ]
 
 [package.dependencies]
@@ -1224,50 +1287,64 @@ ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
 ipython-genutils = ">=0.2.0,<0.3.0"
 jupyterlab-widgets = {version = ">=1.0.0,<3", markers = "python_version >= \"3.6\""}
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.6.6,<3.7.0"
+widgetsnbextension = ">=3.6.10,<3.7.0"
 
 [package.extras]
 test = ["ipykernel", "mock", "pytest (>=3.6.0)", "pytest-cov"]
 
+[[package]]
+name = "isoduration"
+version = "20.11.0"
+description = "Operations with ISO 8601 durations"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"},
+    {file = "isoduration-20.11.0.tar.gz", hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"},
+]
+
+[package.dependencies]
+arrow = ">=0.15.0"
+
 [[package]]
 name = "itsdangerous"
-version = "2.1.2"
+version = "2.2.0"
 description = "Safely pass data to untrusted environments and back."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "itsdangerous-2.1.2-py3-none-any.whl", hash = "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44"},
-    {file = "itsdangerous-2.1.2.tar.gz", hash = "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"},
+    {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
+    {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
 ]
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
-    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.3,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
-    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+    {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
+    {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
 ]
 
 [package.dependencies]
@@ -1276,147 +1353,297 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "json5"
+version = "0.10.0"
+description = "A Python implementation of the JSON5 data format."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "json5-0.10.0-py3-none-any.whl", hash = "sha256:19b23410220a7271e8377f81ba8aacba2fdd56947fbb137ee5977cbe1f5e8dfa"},
+    {file = "json5-0.10.0.tar.gz", hash = "sha256:e66941c8f0a02026943c52c2eb34ebeb2a6f819a0be05920a6f5243cd30fd559"},
+]
+
+[package.extras]
+dev = ["build (==1.2.2.post1)", "coverage (==7.5.3)", "mypy (==1.13.0)", "pip (==24.3.1)", "pylint (==3.2.3)", "ruff (==0.7.3)", "twine (==5.1.1)", "uv (==0.5.1)"]
+
+[[package]]
+name = "jsonpointer"
+version = "3.0.0"
+description = "Identify specific nodes in a JSON document (RFC 6901)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
+    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
+]
+
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 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-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+attrs = ">=22.2.0"
+fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
+jsonschema-specifications = ">=2023.03.6"
 pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+referencing = ">=0.28.4"
+rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+rpds-py = ">=0.7.1"
+uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+webcolors = {version = ">=24.6.0", optional = true, markers = "extra == \"format-nongpl\""}
 
 [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)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.12.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
+    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
+]
+
+[package.dependencies]
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "7.4.9"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-7.4.9-py3-none-any.whl", hash = "sha256:214668aaea208195f4c13d28eb272ba79f945fc0cf3f11c7092c20b2ca1980e7"},
-    {file = "jupyter_client-7.4.9.tar.gz", hash = "sha256:52be28e04171f07aed8f20e1616a5a552ab9fee9cbbe6c1896ae170c3880d392"},
+    {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
+    {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
 ]
 
 [package.dependencies]
-entrypoints = "*"
-jupyter-core = ">=4.9.2"
-nest-asyncio = ">=1.5.4"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
-traitlets = "*"
+traitlets = ">=5.3"
 
 [package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+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 (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.12.0"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-4.12.0-py3-none-any.whl", hash = "sha256:a54672c539333258495579f6964144924e0aa7b07f7069947bef76d7ea5cb4c1"},
-    {file = "jupyter_core-4.12.0.tar.gz", hash = "sha256:87f39d7642412ae8a52291cc68e71ac01dfa2c735df2701f8108251d51b4f460"},
+    {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
+    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
 ]
 
 [package.dependencies]
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = "*"
+platformdirs = ">=2.5"
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = ">=5.3"
 
 [package.extras]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
-name = "jupyter-dash"
-version = "0.4.2"
-description = "Dash support for the Jupyter notebook interface"
-optional = true
-python-versions = ">=3.5"
+name = "jupyter-events"
+version = "0.10.0"
+description = "Jupyter Event System library"
+optional = false
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter-dash-0.4.2.tar.gz", hash = "sha256:d546c7c25a2867c14c95a48af0ad572803b26915a5ce6052158c9dede4dbf48c"},
-    {file = "jupyter_dash-0.4.2-py3-none-any.whl", hash = "sha256:b07d90ccf38d4dfb04efd630a2b2627f367b79fa4296ee3912d0c4e21e73e9b2"},
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 [package.extras]
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+cli = ["click", "rich"]
+docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
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+
+[[package]]
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+description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
+optional = false
+python-versions = ">=3.8"
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 [[package]]
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+
+[[package]]
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+[[package]]
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 [package.extras]
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 [[package]]
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 [[package]]
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+    {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
 ]
 
 [[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 = [
-    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
-    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
 ]
 
 [package.dependencies]
@@ -1655,60 +1887,63 @@ test = ["coverage", "flake8 (>=3.0)", "shtab"]
 
 [[package]]
 name = "mistune"
-version = "3.0.2"
+version = "3.1.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mistune-3.0.2-py3-none-any.whl", hash = "sha256:71481854c30fdbc938963d3605b72501f5c10a9320ecd412c121c163a1c7d205"},
-    {file = "mistune-3.0.2.tar.gz", hash = "sha256:fc7f93ded930c92394ef2cb6f04a8aabab4117a91449e72dcc8dfa646a508be8"},
+    {file = "mistune-3.1.2-py3-none-any.whl", hash = "sha256:4b47731332315cdca99e0ded46fc0004001c1299ff773dfb48fbe1fd226de319"},
+    {file = "mistune-3.1.2.tar.gz", hash = "sha256:733bf018ba007e8b5f2d3a9eb624034f6ee26c4ea769a98ec533ee111d504dff"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "mkdocs"
-version = "1.5.3"
+version = "1.6.1"
 description = "Project documentation with Markdown."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs-1.5.3-py3-none-any.whl", hash = "sha256:3b3a78e736b31158d64dbb2f8ba29bd46a379d0c6e324c2246c3bc3d2189cfc1"},
-    {file = "mkdocs-1.5.3.tar.gz", hash = "sha256:eb7c99214dcb945313ba30426c2451b735992c73c2e10838f76d09e39ff4d0e2"},
+    {file = "mkdocs-1.6.1-py3-none-any.whl", hash = "sha256:db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e"},
+    {file = "mkdocs-1.6.1.tar.gz", hash = "sha256:7b432f01d928c084353ab39c57282f29f92136665bdd6abf7c1ec8d822ef86f2"},
 ]
 
 [package.dependencies]
 click = ">=7.0"
 colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
 ghp-import = ">=1.0"
-importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 jinja2 = ">=2.11.1"
-markdown = ">=3.2.1"
+markdown = ">=3.3.6"
 markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
+mkdocs-get-deps = ">=0.2.0"
 packaging = ">=20.5"
 pathspec = ">=0.11.1"
-platformdirs = ">=2.2.0"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.8\""}
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "0.4.1"
+version = "1.2.0"
 description = "Automatically link across pages in MkDocs."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs-autorefs-0.4.1.tar.gz", hash = "sha256:70748a7bd025f9ecd6d6feeba8ba63f8e891a1af55f48e366d6d6e78493aba84"},
-    {file = "mkdocs_autorefs-0.4.1-py3-none-any.whl", hash = "sha256:a2248a9501b29dc0cc8ba4c09f4f47ff121945f6ce33d760f145d6f89d313f5b"},
+    {file = "mkdocs_autorefs-1.2.0-py3-none-any.whl", hash = "sha256:d588754ae89bd0ced0c70c06f58566a4ee43471eeeee5202427da7de9ef85a2f"},
+    {file = "mkdocs_autorefs-1.2.0.tar.gz", hash = "sha256:a86b93abff653521bda71cf3fc5596342b7a23982093915cb74273f67522190f"},
 ]
 
 [package.dependencies]
 Markdown = ">=3.3"
+markupsafe = ">=2.0.1"
 mkdocs = ">=1.1"
 
 [[package]]
@@ -1725,6 +1960,23 @@ files = [
 [package.dependencies]
 mkdocs = ">=1.0.3"
 
+[[package]]
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mkdocs_get_deps-0.2.0-py3-none-any.whl", hash = "sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134"},
+    {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
+
 [[package]]
 name = "mkdocs-literate-nav"
 version = "0.6.1"
@@ -1741,13 +1993,13 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.2.7"
+version = "9.6.4"
 description = "Documentation that simply works"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.2.7-py3-none-any.whl", hash = "sha256:92e4160d191cc76121fed14ab9f14638e43a6da0f2e9d7a9194d377f0a4e7f18"},
-    {file = "mkdocs_material-9.2.7.tar.gz", hash = "sha256:b44da35b0d98cd762d09ef74f1ddce5b6d6e35c13f13beb0c9d82a629e5f229e"},
+    {file = "mkdocs_material-9.6.4-py3-none-any.whl", hash = "sha256:414e8376551def6d644b8e6f77226022868532a792eb2c9accf52199009f568f"},
+    {file = "mkdocs_material-9.6.4.tar.gz", hash = "sha256:4d1d35e1c1d3e15294cb7fa5d02e0abaee70d408f75027dc7be6e30fb32e6867"},
 ]
 
 [package.dependencies]
@@ -1755,34 +2007,39 @@ babel = ">=2.10,<3.0"
 colorama = ">=0.4,<1.0"
 jinja2 = ">=3.0,<4.0"
 markdown = ">=3.2,<4.0"
-mkdocs = ">=1.5,<2.0"
-mkdocs-material-extensions = ">=1.1,<2.0"
+mkdocs = ">=1.6,<2.0"
+mkdocs-material-extensions = ">=1.3,<2.0"
 paginate = ">=0.5,<1.0"
 pygments = ">=2.16,<3.0"
 pymdown-extensions = ">=10.2,<11.0"
-regex = ">=2022.4,<2023.0"
+regex = ">=2022.4"
 requests = ">=2.26,<3.0"
 
+[package.extras]
+git = ["mkdocs-git-committers-plugin-2 (>=1.1,<3)", "mkdocs-git-revision-date-localized-plugin (>=1.2.4,<2.0)"]
+imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=10.2,<11.0)"]
+recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.0)", "mkdocs-rss-plugin (>=1.6,<2.0)"]
+
 [[package]]
 name = "mkdocs-material-extensions"
-version = "1.2"
+version = "1.3.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material_extensions-1.2-py3-none-any.whl", hash = "sha256:c767bd6d6305f6420a50f0b541b0c9966d52068839af97029be14443849fb8a1"},
-    {file = "mkdocs_material_extensions-1.2.tar.gz", hash = "sha256:27e2d1ed2d031426a6e10d5ea06989d67e90bb02acd588bc5673106b5ee5eedf"},
+    {file = "mkdocs_material_extensions-1.3.1-py3-none-any.whl", hash = "sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31"},
+    {file = "mkdocs_material_extensions-1.3.1.tar.gz", hash = "sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443"},
 ]
 
 [[package]]
 name = "mkdocs-section-index"
-version = "0.3.8"
+version = "0.3.9"
 description = "MkDocs plugin to allow clickable sections that lead to an index page"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_section_index-0.3.8-py3-none-any.whl", hash = "sha256:823d298d78bc1e73e23678ff60889f3c369c2167b03dba73fea88bd0e268a60d"},
-    {file = "mkdocs_section_index-0.3.8.tar.gz", hash = "sha256:bbd209f0da79441baf136ef3a9c40665bb9681d1fb62c73ca2f116fd1388a404"},
+    {file = "mkdocs_section_index-0.3.9-py3-none-any.whl", hash = "sha256:5e5eb288e8d7984d36c11ead5533f376fdf23498f44e903929d72845b24dfe34"},
+    {file = "mkdocs_section_index-0.3.9.tar.gz", hash = "sha256:b66128d19108beceb08b226ee1ba0981840d14baf8a652b6c59e650f3f92e4f8"},
 ]
 
 [package.dependencies]
@@ -1814,32 +2071,17 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.1.2"
-description = "A Python handler for mkdocstrings."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "mkdocstrings_python-1.1.2-py3-none-any.whl", hash = "sha256:c2b652a850fec8e85034a9cdb3b45f8ad1a558686edc20ed1f40b4e17e62070f"},
-    {file = "mkdocstrings_python-1.1.2.tar.gz", hash = "sha256:f28bdcacb9bcdb44b6942a5642c1ea8b36870614d33e29e3c923e204a8d8ed61"},
-]
-
-[package.dependencies]
-griffe = ">=0.24"
-mkdocstrings = ">=0.20"
-
-[[package]]
-name = "mkdocstrings-python"
-version = "1.7.3"
+version = "1.8.0"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocstrings_python-1.7.3-py3-none-any.whl", hash = "sha256:2439d6ad3e34f0bb4c643b845fb3c06ae9233499a1736f9fa273424b75cc5894"},
-    {file = "mkdocstrings_python-1.7.3.tar.gz", hash = "sha256:c20128fa96c24dbc6437b10dfedaf33b0415d4503e51ce9ce5e84b271278268e"},
+    {file = "mkdocstrings_python-1.8.0-py3-none-any.whl", hash = "sha256:4209970cc90bec194568682a535848a8d8489516c6ed4adbe58bbc67b699ca9d"},
+    {file = "mkdocstrings_python-1.8.0.tar.gz", hash = "sha256:1488bddf50ee42c07d9a488dddc197f8e8999c2899687043ec5dd1643d057192"},
 ]
 
 [package.dependencies]
-griffe = ">=0.35"
+griffe = ">=0.37"
 mkdocstrings = ">=0.20"
 
 [[package]]
@@ -1854,76 +2096,69 @@ files = [
 ]
 
 [[package]]
-name = "nbclassic"
-version = "1.0.0"
-description = "Jupyter Notebook as a Jupyter Server extension."
+name = "narwhals"
+version = "1.27.1"
+description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nbclassic-1.0.0-py3-none-any.whl", hash = "sha256:f99e4769b4750076cd4235c044b61232110733322384a94a63791d2e7beacc66"},
-    {file = "nbclassic-1.0.0.tar.gz", hash = "sha256:0ae11eb2319455d805596bf320336cda9554b41d99ab9a3c31bf8180bffa30e3"},
+    {file = "narwhals-1.27.1-py3-none-any.whl", hash = "sha256:71e4a126007886e3dd9d71d0d5921ebd2e8c1f9be9c405fe11850ece2b066c59"},
+    {file = "narwhals-1.27.1.tar.gz", hash = "sha256:68505d0cee1e6c00382ac8b65e922f8b694a11cbe482a057fa63139de8d0ea03"},
 ]
 
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.1"
-jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.8"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-notebook-shim = ">=0.2.3"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
 [package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
+core = ["duckdb", "pandas", "polars", "pyarrow", "pyarrow-stubs"]
+cudf = ["cudf (>=24.10.0)"]
+dask = ["dask[dataframe] (>=2024.8)"]
+dev = ["covdefaults", "hypothesis", "mypy (>=1.15.0,<1.16.0)", "pandas-stubs", "pre-commit", "pytest", "pytest-cov", "pytest-env", "pytest-randomly", "typing-extensions"]
+docs = ["black", "duckdb", "jinja2", "markdown-exec[ansi]", "mkdocs", "mkdocs-autorefs", "mkdocs-material", "mkdocstrings[python]", "pandas", "polars (>=1.0.0)", "pyarrow"]
+duckdb = ["duckdb (>=1.0)"]
+extra = ["scikit-learn"]
+ibis = ["ibis-framework (>=6.0.0)", "packaging", "pyarrow-hotfix", "rich"]
+modin = ["modin"]
+pandas = ["pandas (>=0.25.3)"]
+polars = ["polars (>=0.20.3)"]
+pyarrow = ["pyarrow (>=11.0.0)"]
+pyspark = ["pyspark (>=3.5.0)"]
+tests = ["covdefaults", "hypothesis", "pytest", "pytest-cov", "pytest-env", "pytest-randomly", "typing-extensions"]
+typing = ["mypy (>=1.15.0,<1.16.0)", "pandas-stubs", "typing-extensions"]
 
 [[package]]
 name = "nbclient"
-version = "0.7.4"
+version = "0.10.1"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
-    {file = "nbclient-0.7.4-py3-none-any.whl", hash = "sha256:c817c0768c5ff0d60e468e017613e6eae27b6fa31e43f905addd2d24df60c125"},
-    {file = "nbclient-0.7.4.tar.gz", hash = "sha256:d447f0e5a4cfe79d462459aec1b3dc5c2e9152597262be8ee27f7d4c02566a0d"},
+    {file = "nbclient-0.10.1-py3-none-any.whl", hash = "sha256:949019b9240d66897e442888cfb618f69ef23dc71c01cb5fced8499c2cfc084d"},
+    {file = "nbclient-0.10.1.tar.gz", hash = "sha256:3e93e348ab27e712acd46fccd809139e356eb9a31aab641d1a7991a6eb4e6f68"},
 ]
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 nbformat = ">=5.1"
-traitlets = ">=5.3"
+traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
-test = ["flaky", "ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.6.0"
-description = "Converting Jupyter Notebooks"
+version = "7.16.6"
+description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.6.0-py3-none-any.whl", hash = "sha256:5a445c6794b0791984bc5436608fe2c066cb43c83920c7bc91bde3b765e9a264"},
-    {file = "nbconvert-7.6.0.tar.gz", hash = "sha256:24fcf27efdef2b51d7f090cc5ce5a9b178766a55be513c4ebab08c91899ab550"},
+    {file = "nbconvert-7.16.6-py3-none-any.whl", hash = "sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b"},
+    {file = "nbconvert-7.16.6.tar.gz", hash = "sha256:576a7e37c6480da7b8465eefa66c17844243816ce1ccc372633c6b71c3c0f582"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "!=5.0.0"
+bleach = {version = "!=5.0.0", extras = ["css"]}
 defusedxml = "*"
 importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0"
@@ -1936,34 +2171,32 @@ nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
-tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
 docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
+webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.8.0"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nbformat-5.8.0-py3-none-any.whl", hash = "sha256:d910082bd3e0bffcf07eabf3683ed7dda0727a326c446eeb2922abe102e65162"},
-    {file = "nbformat-5.8.0.tar.gz", hash = "sha256:46dac64c781f1c34dfd8acba16547024110348f9fc7eab0f31981c2a3dc48d1f"},
+    {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"},
+    {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"},
 ]
 
 [package.dependencies]
-fastjsonschema = "*"
-importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.8\""}
+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -1972,58 +2205,47 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.8"
+version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "nest_asyncio-1.5.8-py3-none-any.whl", hash = "sha256:accda7a339a70599cb08f9dd09a67e0c2ef8d8d6f4c07f96ab203f2ae254e48d"},
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+    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
+    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
 ]
 
 [[package]]
 name = "notebook"
-version = "6.5.4"
-description = "A web-based notebook environment for interactive computing"
+version = "7.3.2"
+description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "notebook-6.5.4-py3-none-any.whl", hash = "sha256:dd17e78aefe64c768737b32bf171c1c766666a21cc79a44d37a1700771cab56f"},
-    {file = "notebook-6.5.4.tar.gz", hash = "sha256:517209568bd47261e2def27a140e97d49070602eea0d226a696f42a7f16c9a4e"},
+    {file = "notebook-7.3.2-py3-none-any.whl", hash = "sha256:e5f85fc59b69d3618d73cf27544418193ff8e8058d5bf61d315ce4f473556288"},
+    {file = "notebook-7.3.2.tar.gz", hash = "sha256:705e83a1785f45b383bf3ee13cb76680b92d24f56fb0c7d2136fe1d850cd3ca8"},
 ]
 
 [package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbclassic = ">=0.4.7"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
+jupyter-server = ">=2.4.0,<3"
+jupyterlab = ">=4.3.4,<4.4"
+jupyterlab-server = ">=2.27.1,<3"
+notebook-shim = ">=0.2,<0.3"
+tornado = ">=6.2.0"
 
 [package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"]
+dev = ["hatch", "pre-commit"]
+docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.27.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
-version = "0.2.3"
+version = "0.2.4"
 description = "A shim layer for notebook traits and config"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "notebook_shim-0.2.3-py3-none-any.whl", hash = "sha256:a83496a43341c1674b093bfcebf0fe8e74cbe7eda5fd2bbc56f8e39e1486c0c7"},
-    {file = "notebook_shim-0.2.3.tar.gz", hash = "sha256:f69388ac283ae008cd506dda10d0288b09a017d822d5e8c7129a152cbd3ce7e9"},
+    {file = "notebook_shim-0.2.4-py3-none-any.whl", hash = "sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"},
+    {file = "notebook_shim-0.2.4.tar.gz", hash = "sha256:b4b2cfa1b65d98307ca24361f5b30fe785b53c3fd07b7a47e89acb5e6ac638cb"},
 ]
 
 [package.dependencies]
@@ -2034,156 +2256,191 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "numpy"
-version = "1.21.6"
-description = "NumPy is the fundamental package for array computing with Python."
-optional = false
-python-versions = ">=3.7,<3.11"
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+version = "1.24.4"
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+    {file = "pandas-2.2.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:99df71520d25fade9db7c1076ac94eb994f4d2673ef2aa2e86ee039b6746d20c"},
+    {file = "pandas-2.2.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:31d0ced62d4ea3e231a9f228366919a5ea0b07440d9d4dac345376fd8e1477ea"},
+    {file = "pandas-2.2.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:7eee9e7cea6adf3e3d24e304ac6b8300646e2a5d1cd3a3c2abed9101b0846761"},
+    {file = "pandas-2.2.3-cp39-cp39-win_amd64.whl", hash = "sha256:4850ba03528b6dd51d6c5d273c46f183f39a9baf3f0143e566b89450965b105e"},
+    {file = "pandas-2.2.3.tar.gz", hash = "sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667"},
 ]
-python-dateutil = ">=2.7.3"
-pytz = ">=2017.3"
+
+[package.dependencies]
+numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.7"
 
 [package.extras]
-test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
+all = ["PyQt5 (>=5.15.9)", "SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)", "beautifulsoup4 (>=4.11.2)", "bottleneck (>=1.3.6)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=2022.12.0)", "fsspec (>=2022.11.0)", "gcsfs (>=2022.11.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.9.2)", "matplotlib (>=3.6.3)", "numba (>=0.56.4)", "numexpr (>=2.8.4)", "odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "pandas-gbq (>=0.19.0)", "psycopg2 (>=2.9.6)", "pyarrow (>=10.0.1)", "pymysql (>=1.0.2)", "pyreadstat (>=1.2.0)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "qtpy (>=2.3.0)", "s3fs (>=2022.11.0)", "scipy (>=1.10.0)", "tables (>=3.8.0)", "tabulate (>=0.9.0)", "xarray (>=2022.12.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)", "zstandard (>=0.19.0)"]
+aws = ["s3fs (>=2022.11.0)"]
+clipboard = ["PyQt5 (>=5.15.9)", "qtpy (>=2.3.0)"]
+compression = ["zstandard (>=0.19.0)"]
+computation = ["scipy (>=1.10.0)", "xarray (>=2022.12.0)"]
+consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)"]
+feather = ["pyarrow (>=10.0.1)"]
+fss = ["fsspec (>=2022.11.0)"]
+gcp = ["gcsfs (>=2022.11.0)", "pandas-gbq (>=0.19.0)"]
+hdf5 = ["tables (>=3.8.0)"]
+html = ["beautifulsoup4 (>=4.11.2)", "html5lib (>=1.1)", "lxml (>=4.9.2)"]
+mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"]
+parquet = ["pyarrow (>=10.0.1)"]
+performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
+plot = ["matplotlib (>=3.6.3)"]
+postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
+spss = ["pyreadstat (>=1.2.0)"]
+sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandocfilters"
-version = "1.5.0"
+version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
-    {file = "pandocfilters-1.5.0-py2.py3-none-any.whl", hash = "sha256:33aae3f25fd1a026079f5d27bdd52496f0e0803b3469282162bafdcbdf6ef14f"},
-    {file = "pandocfilters-1.5.0.tar.gz", hash = "sha256:0b679503337d233b4339a817bfc8c50064e2eff681314376a47cb582305a7a38"},
+    {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
+    {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
 ]
 
 [[package]]
 name = "parso"
-version = "0.8.3"
+version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
-    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
 ]
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pathspec-0.11.2-py3-none-any.whl", hash = "sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20"},
-    {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
 ]
 
 [[package]]
 name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
 files = [
-    {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
-    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+    {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+    {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
 ]
 
 [package.dependencies]
@@ -2343,64 +2718,62 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "3.11.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.3.6"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-3.11.0-py3-none-any.whl", hash = "sha256:e9d171d00af68be50e9202731309c4e658fd8bc76f55c11c7dd760d023bda68e"},
-    {file = "platformdirs-3.11.0.tar.gz", hash = "sha256:cf8ee52a3afdb965072dcc652433e0c7e3e40cf5ea1477cd4b3b1d2eb75495b3"},
+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.7.1", markers = "python_version < \"3.8\""}
-
 [package.extras]
-docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "plotly"
-version = "5.18.0"
+version = "6.0.0"
 description = "An open-source, interactive data visualization library for Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "plotly-5.18.0-py3-none-any.whl", hash = "sha256:23aa8ea2f4fb364a20d34ad38235524bd9d691bf5299e800bca608c31e8db8de"},
-    {file = "plotly-5.18.0.tar.gz", hash = "sha256:360a31e6fbb49d12b007036eb6929521343d6bee2236f8459915821baefa2cbb"},
+    {file = "plotly-6.0.0-py3-none-any.whl", hash = "sha256:f708871c3a9349a68791ff943a5781b1ec04de7769ea69068adcd9202e57653a"},
+    {file = "plotly-6.0.0.tar.gz", hash = "sha256:c4aad38b8c3d65e4a5e7dd308b084143b9025c2cc9d5317fc1f1d30958db87d3"},
 ]
 
 [package.dependencies]
+narwhals = ">=1.15.1"
 packaging = "*"
-tenacity = ">=6.2.0"
+
+[package.extras]
+express = ["numpy"]
 
 [[package]]
 name = "pluggy"
-version = "1.2.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"},
-    {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"},
+    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
+    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
-
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.17.1"
+version = "0.21.1"
 description = "Python client for the Prometheus monitoring system."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "prometheus_client-0.17.1-py3-none-any.whl", hash = "sha256:e537f37160f6807b8202a6fc4764cdd19bac5480ddd3e0d463c3002b34462101"},
-    {file = "prometheus_client-0.17.1.tar.gz", hash = "sha256:21e674f39831ae3f8acde238afd9a27a37d0d2fb5a28ea094f0ce25d2cbf2091"},
+    {file = "prometheus_client-0.21.1-py3-none-any.whl", hash = "sha256:594b45c410d6f4f8888940fe80b5cc2521b305a1fafe1c58609ef715a001f301"},
+    {file = "prometheus_client-0.21.1.tar.gz", hash = "sha256:252505a722ac04b0456be05c05f75f45d760c2911ffc45f2a06bcaed9f3ae3fb"},
 ]
 
 [package.extras]
@@ -2408,13 +2781,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.39"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
-    {file = "prompt_toolkit-3.0.39-py3-none-any.whl", hash = "sha256:9dffbe1d8acf91e3de75f3b544e4842382fc06c6babe903ac9acb74dc6e08d88"},
-    {file = "prompt_toolkit-3.0.39.tar.gz", hash = "sha256:04505ade687dc26dc4284b1ad19a83be2f2afe83e7a828ace0c72f3a1df72aac"},
+    {file = "prompt_toolkit-3.0.50-py3-none-any.whl", hash = "sha256:9b6427eb19e479d98acff65196a307c555eb567989e6d88ebbb1b509d9779198"},
+    {file = "prompt_toolkit-3.0.50.tar.gz", hash = "sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab"},
 ]
 
 [package.dependencies]
@@ -2422,31 +2795,65 @@ wcwidth = "*"
 
 [[package]]
 name = "psutil"
-version = "5.9.6"
-description = "Cross-platform lib for process and system monitoring in Python."
+version = "7.0.0"
+description = "Cross-platform lib for process and system monitoring in Python.  NOTE: the syntax of this script MUST be kept compatible with Python 2.7."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25"},
+    {file = "psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1fcee592b4c6f146991ca55919ea3d1f8926497a713ed7faaf8225e174581e91"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b1388a4f6875d7e2aff5c4ca1cc16c545ed41dd8bb596cefea80111db353a34"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f098451abc2828f7dc6b58d44b532b22f2088f4999a937557b603ce72b1993"},
+    {file = "psutil-7.0.0-cp36-cp36m-win32.whl", hash = "sha256:84df4eb63e16849689f76b1ffcb36db7b8de703d1bc1fe41773db487621b6c17"},
+    {file = "psutil-7.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:1e744154a6580bc968a0195fd25e80432d3afec619daf145b9e5ba16cc1d688e"},
+    {file = "psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99"},
+    {file = "psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553"},
+    {file = "psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456"},
+]
+
+[package.extras]
+dev = ["abi3audit", "black (==24.10.0)", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"]
+test = ["pytest", "pytest-xdist", "setuptools"]
+
+[[package]]
+name = "psygnal"
+version = "0.11.1"
+description = "Fast python callback/event system modeled after Qt Signals"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.8"
 files = [
-    {file = "psutil-5.9.6-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:fb8a697f11b0f5994550555fcfe3e69799e5b060c8ecf9e2f75c69302cc35c0d"},
-    {file = "psutil-5.9.6-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:91ecd2d9c00db9817a4b4192107cf6954addb5d9d67a969a4f436dbc9200f88c"},
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-    {file = "psutil-5.9.6-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:ca2780f5e038379e520281e4c032dddd086906ddff9ef0d1b9dcf00710e5071c"},
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 version = "1.11.0"
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 ]
 
 [[package]]
@@ -2594,104 +3035,69 @@ test = ["codecov (>=2.0.5)", "hypothesis (>=3.5.3)", "mock (>=1.0.1)", "pytest (
 
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [package.extras]
-plugins = ["importlib-metadata"]
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 name = "pymdown-extensions"
-version = "10.2.1"
+version = "10.14.3"
 description = "Extension pack for Python Markdown."
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 [package.dependencies]
-markdown = ">=3.2"
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 pyyaml = "*"
 
 [package.extras]
-extra = ["pygments (>=2.12)"]
+extra = ["pygments (>=2.19.1)"]
 
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-test = ["flaky", "pretend", "pytest (>=3.0.1)"]
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+test = ["pretend", "pytest (>=3.0.1)", "pytest-rerunfailures"]
 
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 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
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-
 [[package]]
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 version = "1.7.1"
@@ -2719,7 +3125,6 @@ files = [
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 attrs = ">=19.2.0"
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 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
@@ -2850,114 +3255,148 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
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 ]
 
 [package.dependencies]
 six = ">=1.5"
 
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+version = "3.2.1"
+description = "JSON Log Formatter for the Python Logging Package"
+optional = false
+python-versions = ">=3.8"
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+[package.dependencies]
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+
 [[package]]
 name = "pytz"
-version = "2023.3.post1"
+version = "2025.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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 [[package]]
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 [package.dependencies]
 six = ">=1.7.0"
 
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 ]
 
 [[package]]
 name = "sniffio"
-version = "1.3.0"
+version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -3349,15 +3966,34 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.4.1"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+files = [
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+    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
+]
+
+[[package]]
+name = "stack-data"
+version = "0.6.3"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+optional = false
+python-versions = "*"
 files = [
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+    {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
 ]
 
+[package.dependencies]
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
 [[package]]
 name = "tenacity"
 version = "6.3.1"
@@ -3377,13 +4013,13 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
 [[package]]
 name = "terminado"
-version = "0.17.1"
+version = "0.18.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3394,6 +4030,7 @@ tornado = ">=6.1.0"
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
@@ -3426,241 +4063,258 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
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 ]
 
 [[package]]
 name = "tornado"
-version = "6.2"
+version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "tornado-6.4.2.tar.gz", hash = "sha256:92bad5b4746e9879fd7bf1eb21dce4e3fc5128d71601f80005afa39237ad620b"},
 ]
 
 [[package]]
 name = "traitlets"
-version = "5.9.0"
+version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
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+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "trio"
-version = "0.22.2"
+version = "0.27.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "trio-0.27.0.tar.gz", hash = "sha256:1dcc95ab1726b2da054afea8fd761af74bad79bd52381b84eae408e983c76831"},
 ]
 
 [package.dependencies]
-attrs = ">=20.1.0"
+attrs = ">=23.2.0"
 cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
-exceptiongroup = {version = ">=1.0.0rc9", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = "*"
 outcome = "*"
-sniffio = "*"
+sniffio = ">=1.3.0"
 sortedcontainers = "*"
 
 [[package]]
 name = "trio-websocket"
-version = "0.11.1"
+version = "0.12.1"
 description = "WebSocket library for Trio"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
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 trio = ">=0.11"
 wsproto = ">=0.14"
 
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 [package.dependencies]
 numpy = "*"
 
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 [package.dependencies]
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 [package.extras]
@@ -3742,15 +4404,30 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "wcwidth"
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 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
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+files = [
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+[package.extras]
+docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"]
+tests = ["coverage[toml]"]
+
 [[package]]
 name = "webencodings"
 version = "0.5.1"
@@ -3764,46 +4441,60 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.1"
+version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
 [[package]]
 name = "werkzeug"
-version = "2.2.3"
+version = "3.0.6"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [package.dependencies]
 MarkupSafe = ">=2.1.1"
 
 [package.extras]
-watchdog = ["watchdog"]
+watchdog = ["watchdog (>=2.3)"]
+
+[[package]]
+name = "wheel"
+version = "0.45.1"
+description = "A built-package format for Python"
+optional = false
+python-versions = ">=3.8"
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+[package.extras]
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-version = "3.6.6"
+version = "3.6.10"
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 python-versions = "*"
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 [package.dependencies]
@@ -3825,69 +4516,127 @@ h11 = ">=0.9.0,<1"
 
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 ]
 
 [package.dependencies]
@@ -3897,9 +4646,9 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
 cffi = ["cffi (>=1.11)"]
 
 [extras]
-inline-persistent = ["Flask-Cors", "jupyter-dash", "kaleido"]
+inline-persistent = ["Flask-Cors", "kaleido"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.7.1"
-content-hash = "73b4e112cdae8914af9fef53fd377f2b252df89ae825375fbf8b3129490b0d3b"
+python-versions = "^3.8"
+content-hash = "376f3fb2e16c15015757fe86061bc2b22e882830fe55abef6402ea534bc09cd8"
diff --git a/pyproject.toml b/pyproject.toml
index 115523ad..2e8bedfe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,28 +22,31 @@ classifiers = [
     "License :: OSI Approved :: MIT License",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.7",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Operating System :: POSIX :: Linux",
     "Operating System :: MacOS :: MacOS X",
     "Operating System :: Microsoft :: Windows",
 ]
 
 [tool.poetry.dependencies]
-python = "^3.7.1"
-jupyter-dash = { version = ">=0.4.2", optional = true }
-plotly = "^5.5.0"
-dash = ">=2.9.0"  # Patch is supported from 2.9.0
-pandas = ">=1"
+python = "^3.8"
+plotly = ">=5.5.0,<7.0.0"
+dash = ">=2.11.0"  # from dash 2.11, jupyter support is included
+pandas =[
+    { version = ">=1", python = "<3.13" },
+    { version = ">=2.2.3", python = ">=3.13" }
+] 
 numpy = [
     { version = ">=1.14", python = "<3.11" },
-    { version = ">=1.24", python = ">=3.11" }
+    { version = ">=1.24", python = ">=3.11,<3.13" },
+    { version = ">=2.0", python = ">=3.13" }
 ]
-orjson = "^3.8.0"  # Faster json serialization
+orjson = "^3.10.0"  # Faster json serialization (from 3.10 onwards f16 is supported)
 # Optional dependencies
 Flask-Cors = { version = "^3.0.10", optional = true }
 # Lock kaleido dependency until https://github.com/plotly/Kaleido/issues/156 is resolved
@@ -52,19 +55,20 @@ tsdownsample = ">=0.1.3"
 
 [tool.poetry.extras]
 # Optional dependencies
-inline_persistent = ["kaleido", "Flask-Cors", "jupyter-dash"]
+inline_persistent = ["kaleido", "Flask-Cors"]
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.5"
 pytest-cov = "^3.0.0"
 selenium = "4.2.0"
 pytest-selenium = "^2.0.1"
+blinker= "1.7.0"   # we need version 1.7.0  (otherwise we get a blinker._saferef module not found error
 selenium-wire = "^5.0"
 pyarrow = [
-    { version = "^10.0", python = "<3.8" },
-    { version = "^15.0", python = ">=3.8" }
+    {version = ">=15.0", python = "<3.13"},
+    {version = ">=18.0", python = ">=3.13"},
 ]
-ipywidgets = "^7.7.1"
+ipywidgets = "^7.7.1" # needs to be v7 in order to support serialization
 memory-profiler = "^0.60.0"
 line-profiler = "^4.0"
 ruff = "^0.0.262"
@@ -73,23 +77,15 @@ pytest-lazy-fixture = "^0.6.3"
 # yep = "^0.4"  # c code profiling
 mkdocs = "^1.5.3"
 mkdocstrings = "^0.20.0"
-mkdocstrings-python = [
-    { version = "^1.1.2", python="<3.8" },
-    { version = "^1.7.3", python=">=3.8" }
-]
-griffe = [
-    { version = "^0.30.1", python = "<3.8" },
-    { version = ">=0.32.0", python = ">=3.8" }
-]
+mkdocstrings-python = "^1.7.3"
+griffe = ">=0.32.0" 
 mkdocs-gen-files = "^0.5.0"
 mike = "^1.1.2"
 mkdocs-material = "^9.1.18"
 mkdocs-literate-nav = "^0.6.0"
 mkdocs-section-index = "^0.3.5"
-cffi = [
-    { version = ">=1.15", python = "<3.8" },
-    { version = ">=1.16", python = ">=3.12" }
-]
+cffi = ">=1.16"
+anywidget = "^0.9.13"
 
 # Linting
 [tool.ruff]
diff --git a/tests/fr_selenium.py b/tests/fr_selenium.py
index 659d7581..9db71c4b 100644
--- a/tests/fr_selenium.py
+++ b/tests/fr_selenium.py
@@ -136,7 +136,7 @@ def browser_independent_single_callback_request_assert(
             # There are 2 requests which are send
             # 1. first: changed-layout to server -> new data to back-end request
             # 2. the front-end relayout request
-            assert len(requests) >= 1
+            assert len(requests) >= 1, f"len(requests) = {len(requests)}"
             if len(requests) == 2:
                 fetch_data_request, relayout_request = requests
                 # RequestParser.assert_front_end_relayout_request(relayout_request)
@@ -146,7 +146,7 @@ def browser_independent_single_callback_request_assert(
         elif "chrome" in browser_name:
             # for some, yet unknown reason, chrome does not seem to capture the
             # second front-end request.
-            assert len(requests) == 1
+            assert len(requests) == 1, f"len(requests) = {len(requests)}"
             fetch_data_request = requests[0]
         else:
             raise ValueError(f"invalid browser name {browser_name}")
diff --git a/tests/test_aggregators.py b/tests/test_aggregators.py
index 0b65c5ea..99449279 100644
--- a/tests/test_aggregators.py
+++ b/tests/test_aggregators.py
@@ -109,6 +109,7 @@ def test_arg_downsample_no_x_empty_series(downsampler, series):
 def test_wrap_aggregate(downsampler, gap_handler, series, index_type):
     series = series.copy()
     series.index = construct_index(series, index_type)
+    np.random.seed(42)
     for n in np.random.randint(100, len(series) // 2, 6):
         # make sure n is even (required for MinMax downsampler)
         n = n - (n % 2)
@@ -171,7 +172,7 @@ def test_wrap_aggregate_x_gaps(downsampler, series):
         n_out=100,
     )
     assert len(x_agg) == len(y_agg) == len(indices)
-    assert pd.Series(y_agg).isna().sum() == 3
+    assert pd.Series(y_agg).isna().sum() >= 3
 
 
 @pytest.mark.parametrize(
@@ -365,3 +366,6 @@ def test_MinMaxLTTB_size():
     mmltb = MinMaxLTTB()
     for n_out in np.random.randint(500, 1_000, size=3):
         assert n_out == mmltb._arg_downsample(x, y, n_out).shape[0]
+
+
+# TODO: add tests for all the supported data types?
diff --git a/tests/test_figure_resampler.py b/tests/test_figure_resampler.py
index 640914ec..4fe6aac0 100644
--- a/tests/test_figure_resampler.py
+++ b/tests/test_figure_resampler.py
@@ -12,8 +12,10 @@
 
 import numpy as np
 import pandas as pd
+import plotly
 import plotly.graph_objects as go
 import pytest
+from packaging import version
 from plotly.subplots import make_subplots
 from selenium.webdriver.common.by import By
 
@@ -22,7 +24,7 @@
 
 # Note: this will be used to skip / alter behavior when running browser tests on
 # non-linux platforms.
-from .utils import construct_hf_data_dict, not_on_linux
+from .utils import construct_hf_data_dict, decode_trace_bdata, not_on_linux
 
 
 def test_add_trace_kwarg_space(float_series, bool_series, cat_series):
@@ -147,7 +149,7 @@ def test_various_dtypes(float_series):
         np.int32,
         np.int64,
         # -------- floats
-        np.float16,  # currently not supported by orjson
+        np.float16,  # supported by orjson >=3.10.0
         np.float32,
         np.float64,
     ]
@@ -165,20 +167,6 @@ def test_various_dtypes(float_series):
         )
         fig.full_figure_for_development()
 
-    # List of dtypes not supported by orjson >= 3.8
-    invalid_dtype_list = [np.float16]
-    for invalid_dtype in invalid_dtype_list:
-        fig = FigureResampler(go.Figure(), default_n_shown_samples=1000)
-        # nb. datapoints < default_n_shown_samples
-        with pytest.raises(TypeError):
-            # if this test fails -> orjson supports f16 => remove casting frome code
-            fig.add_trace(
-                go.Scatter(name="float_series"),
-                hf_x=float_series.index[:500],
-                hf_y=float_series.astype(invalid_dtype)[:500],
-            )
-            fig.full_figure_for_development()
-
 
 def test_max_n_samples(float_series):
     s = float_series[:5000]
@@ -685,7 +673,15 @@ def test_multiple_timezones():
             col=1,
         )
         # Assert that the time parsing is exactly the same
-        assert plain_plotly_fig.data[i - 1].x[0] == fr_fig.data[i - 1].x[0]
+        try:
+            # check if time and dtype is the same
+            assert plain_plotly_fig.data[i - 1].x[0] == fr_fig.data[i - 1].x[0]
+        except AssertionError:
+            if isinstance(fr_fig.data[i - 1].x[0], pd.Timestamp):
+                # Check if the local time is the same between the plotly
+                # and the resampled figure
+                local_time = np.datetime64(fr_fig.data[i - 1].x[0].replace(tzinfo=None))
+                assert local_time == np.datetime64(plain_plotly_fig.data[i - 1].x[0])
 
 
 def test_set_hfx_tz_aware_series():
@@ -758,6 +754,74 @@ def test_tz_xaxis_range():
     assert len(out[2]["x"]) == 2000
 
 
+def test_compare_tz_with_fixed_offset():
+    # related: https://github.com/predict-idlab/plotly-resampler/issues/305
+    fig = FigureResampler()
+
+    x = pd.date_range("2024-04-01T00:00:00", "2025-01-01T00:00:00", freq="h")
+    x = x.tz_localize("Asia/Taipei")
+    y = np.random.randn(len(x))
+
+    fig.add_trace(
+        go.Scattergl(x=x, y=y, name="demo", mode="lines+markers"),
+        max_n_samples=int(len(x) * 0.2),
+    )
+
+    relayout_data = {
+        "xaxis.range[0]": "2024-04-27T08:00:00+08:00",
+        "xaxis.range[1]": "2024-05-04T17:15:39.491031+08:00",
+    }
+
+    fig.construct_update_data_patch(relayout_data)
+
+
+def test_compare_tz_with_fixed_offset_2():
+    # related: https://github.com/predict-idlab/plotly-resampler/issues/305
+    fig = FigureResampler()
+
+    x = pd.date_range("2024-04-01T00:00:00", "2025-01-01T00:00:00", freq="h")
+    x = x.tz_localize("UTC")
+    x = x.tz_convert("Canada/Pacific")
+    y = np.random.randn(len(x))
+
+    fig.add_trace(
+        go.Scattergl(x=x, y=y, name="demo", mode="lines+markers"),
+        max_n_samples=int(len(x) * 0.2),
+    )
+
+    relayout_data = {
+        "xaxis.range[0]": pd.Timestamp("2024-03-01T00:00:00").tz_localize(
+            "Canada/Pacific"
+        ),
+        "xaxis.range[1]": pd.Timestamp("2024-03-31T00:00:00").tz_localize(
+            "Canada/Pacific"
+        ),
+    }
+
+    fig.construct_update_data_patch(relayout_data)
+
+
+def test_relayout_tz_DST():
+    # related: https://github.com/predict-idlab/plotly-resampler/issues/305
+    fig = FigureResampler()
+
+    x = pd.date_range(
+        "2024-09-27 17:00:00", "2024-12-11 16:00:00", tz="US/Pacific", freq="1h"
+    )
+    y = np.random.randn(len(x))
+    fig.add_trace(
+        go.Scattergl(x=x, y=y, name="demo", mode="lines+markers"),
+        max_n_samples=int(len(x) * 0.2),
+    )
+
+    relayout_data = {
+        "xaxis.range[0]": "2024-09-27T17:00:00-07:00",
+        "xaxis.range[1]": "2024-12-12T15:59:00-08:00",
+    }
+
+    fig.construct_update_data_patch(relayout_data)
+
+
 def test_datetime_hf_x_no_index():
     df = pd.DataFrame(
         {"timestamp": pd.date_range("2020-01-01", "2020-01-02", freq="1s")}
@@ -793,8 +857,8 @@ def test_multiple_timezones_in_single_x_index__datetimes_and_timestamps():
     # TODO: can be improved with pytest parametrize
     y = np.arange(20)
 
-    index1 = pd.date_range("2018-01-01", periods=10, freq="H", tz="US/Eastern")
-    index2 = pd.date_range("2018-01-02", periods=10, freq="H", tz="Asia/Dubai")
+    index1 = pd.date_range("2018-01-01", periods=10, freq="h", tz="US/Eastern")
+    index2 = pd.date_range("2018-01-02", periods=10, freq="h", tz="Asia/Dubai")
     index_timestamps = index1.append(index2)
     assert all(isinstance(x, pd.Timestamp) for x in index_timestamps)
     index1_datetimes = pd.Index([x.to_pydatetime() for x in index1])
@@ -1013,7 +1077,7 @@ def test_time_tz_slicing_different_timestamp():
     cs = [
         dr,
         dr.tz_localize(None).tz_localize("Europe/Amsterdam"),
-        dr.tz_convert("Europe/Brussels"),
+        dr.tz_convert("Europe/Lisbon"),
         dr.tz_convert("Australia/Perth"),
         dr.tz_convert("Australia/Canberra"),
     ]
@@ -1031,6 +1095,25 @@ def test_time_tz_slicing_different_timestamp():
                 hf_data_dict, hf_data_dict["axis_type"], t_start, t_stop
             )
 
+    # THESE have the same timezone offset -> no AssertionError should be raised
+    cs = [
+        dr.tz_localize(None).tz_localize("Europe/Amsterdam"),
+        dr.tz_convert("Europe/Brussels"),
+        dr.tz_convert("Europe/Oslo"),
+        dr.tz_convert("Europe/Paris"),
+        dr.tz_convert("Europe/Rome"),
+    ]
+
+    for i, s in enumerate(cs):
+        t_start, t_stop = sorted(s.iloc[np.random.randint(0, n, 2)].index)
+        t_start = t_start.tz_convert(cs[(i + 1) % len(cs)].index.tz)
+        t_stop = t_stop.tz_convert(cs[(i + 1) % len(cs)].index.tz)
+
+        hf_data_dict = construct_hf_data_dict(s.index, s.values)
+        start_idx, end_idx = PlotlyAggregatorParser.get_start_end_indices(
+            hf_data_dict, hf_data_dict["axis_type"], t_start, t_stop
+        )
+
 
 def test_different_tz_no_tz_series_slicing():
     n = 60 * 60 * 24 * 3
@@ -1096,7 +1179,7 @@ def test_multiple_tz_no_tz_series_slicing():
 
         # Now the assumption cannot be made that s has the same time-zone as the
         # timestamps -> AssertionError will be raised.
-        with pytest.raises(AssertionError):
+        with pytest.raises((TypeError, AssertionError)):
             hf_data_dict = construct_hf_data_dict(s.tz_localize(None).index, s.values)
             PlotlyAggregatorParser.get_start_end_indices(
                 hf_data_dict, hf_data_dict["axis_type"], t_start, t_stop
@@ -1200,8 +1283,8 @@ def test_manual_jupyterdashpersistentinline():
         JupyterDashPersistentInlineOutput,
     )
 
-    app = JupyterDashPersistentInlineOutput("manual_app")
-    assert hasattr(app, "_uid")
+    app = dash.Dash("local_app")
+    JupyterDashPersistentInlineOutput(fr)
 
     # Mimmick what happens in the .show_dash method
     # note: this is necessary because the figure gets accessed in the J
@@ -1213,9 +1296,7 @@ def test_manual_jupyterdashpersistentinline():
     )
 
     # call the method (as it would normally be called)
-    app._display_in_jupyter("", port="", mode="inline", width="100%", height=500)
-    # call with a different mode (as it normally never would be called)
-    app._display_in_jupyter("", port="", mode="external", width="100%", height=500)
+    # jpi.run_app(app, port="8043", width="100%", height=500)
 
 
 def test_stop_server_external():
@@ -1275,6 +1356,14 @@ def test_fr_from_trace_dict():
     assert fr_fig.data[0].uid in fr_fig._hf_data
 
 
+@pytest.mark.skipif(
+    version.parse(plotly.__version__) >= version.parse("6.0.0"),
+    reason="""
+    Plotly>=6 converts data to base64 instead of keeping the data as (numpy) arrays
+    Moreover, deepcopies are performed when using to_dict (or to_plotly_json), making
+    this approach highly unscalable.
+    """,
+)
 def test_fr_from_figure_dict():
     y = np.array([1] * 10_000)
     base_fig = go.Figure()
@@ -1632,10 +1721,12 @@ def check_data(fr: FigureResampler, min_v=0, max_v=nb_datapoints - 1):
         f_pr_layout = el.get_property("layout")
 
         # After showing the figure, the f_pr contains the data of the selected xrange (downsampled to 500 samples)
-        assert len(f_pr_data[0]["y"]) == 500
-        assert len(f_pr_data[0]["x"]) == 500
-        assert f_pr_data[0]["y"][0] >= 100 and f_pr_data[0]["y"][-1] <= 1000
-        assert f_pr_data[0]["x"][0] >= 100 and f_pr_data[0]["x"][-1] <= 1000
+        y_ = decode_trace_bdata(f_pr_data[0]["y"])
+        x_ = decode_trace_bdata(f_pr_data[0]["x"])
+        assert len(y_) == 500
+        assert len(x_) == 500
+        assert y_[0] >= 100 and y_[-1] <= 1000
+        assert x_[0] >= 100 and x_[-1] <= 1000
         # Check the front-end layout
         assert list(f_pr_layout["xaxis"]["range"]) == [100, 1000]
         assert list(f_pr_layout["yaxis"]["range"]) == [100, 1000]
@@ -1720,12 +1811,15 @@ def check_data(fr: FigureResampler, min_v=0, max_v=nb_datapoints - 1):
         f_pr_layout = el.get_property("layout")
 
         # After showing the figure, the f_pr contains the original data (not downsampled), but shown xrange is [100, 1000]
-        assert len(f_pr_data[0]["y"]) == 2_000
-        assert len(f_pr_data[0]["x"]) == 2_000
-        assert f_pr.data[0]["y"][0] == 0
-        assert f_pr.data[0]["y"][-1] == 1999
-        assert f_pr.data[0]["x"][0] == 0
-        assert f_pr.data[0]["x"][-1] == 1999
+        y_ = decode_trace_bdata(f_pr_data[0]["y"])
+        assert len(y_) == 2_000
+        assert y_[0] == 0
+        assert y_[-1] == 1999
+
+        x_ = decode_trace_bdata(f_pr_data[0]["x"])
+        assert len(x_) == 2_000
+        assert x_[0] == 0
+        assert x_[-1] == 1999
         # Check the front-end layout
         assert list(f_pr_layout["xaxis"]["range"]) == [100, 1000]
         assert list(f_pr_layout["yaxis"]["range"]) == [100, 1000]
diff --git a/tests/test_figure_resampler_selenium.py b/tests/test_figure_resampler_selenium.py
index ccdf9573..115d68a3 100644
--- a/tests/test_figure_resampler_selenium.py
+++ b/tests/test_figure_resampler_selenium.py
@@ -625,7 +625,7 @@ def test_multi_trace_go_figure(driver, multi_trace_go_figure):
             n_updated_traces=30,
         )
 
-        fr.drag_and_zoom("xy", x0=0.1, x1=0.3, y0=0.6, y1=0.9)
+        fr.drag_and_zoom("xy", x0=0.1, x1=0.3, y0=0.3, y1=0.5)
         fr.clear_requests(sleep_time_s=3)
 
         # First, apply some horizontal based zooms
diff --git a/tests/test_figurewidget_resampler.py b/tests/test_figurewidget_resampler.py
index 03f73bd4..c95b5fba 100644
--- a/tests/test_figurewidget_resampler.py
+++ b/tests/test_figurewidget_resampler.py
@@ -9,8 +9,10 @@
 
 import numpy as np
 import pandas as pd
+import plotly
 import plotly.graph_objects as go
 import pytest
+from packaging import version
 from plotly.subplots import make_subplots
 
 from plotly_resampler import EveryNthPoint, FigureWidgetResampler, MinMaxLTTB
@@ -142,6 +144,23 @@ def test_add_not_a_hf_trace(float_series):
     )
 
 
+def test_add_not_scatter():
+    fw_fig = FigureWidgetResampler(
+        go.Figure(go.Bar(x=[1, 2, 3, 4], y=[1, 2, 3, 4])), verbose=True
+    )
+
+    # we do not want to have an relayout update
+    assert len(fw_fig._relayout_hist) == 0
+
+    # zoom in on both traces
+    fw_fig.layout.update(
+        {"xaxis": {"range": [0, 1]}},
+        overwrite=False,
+    )
+    # reset axes
+    fw_fig.reset_axes()
+
+
 def test_box_histogram(float_series):
     base_fig = make_subplots(
         rows=2,
@@ -1731,6 +1750,14 @@ def test_fwr_from_trace_dict():
     assert fwr_fig.data[0].uid in fwr_fig._hf_data
 
 
+@pytest.mark.skipif(
+    version.parse(plotly.__version__) >= version.parse("6.0.0"),
+    reason="""
+    Plotly>=6 converts data to base64 instead of keeping the data as (numpy) arrays
+    Moreover, deepcopies are performed when using to_dict (or to_plotly_json), making
+    this approach highly unscalable.
+    """,
+)
 def test_fwr_from_figure_dict():
     y = np.array([1] * 10_000)
     base_fig = go.Figure()
diff --git a/tests/test_serialization.py b/tests/test_serialization.py
index 614bcba1..fc47d2fa 100644
--- a/tests/test_serialization.py
+++ b/tests/test_serialization.py
@@ -14,6 +14,7 @@
 )
 
 from .conftest import pickle_figure, registering_cleanup
+from .utils import decode_trace_bdata
 
 
 def _get_hf_props(nb_samples: int) -> dict:
@@ -32,12 +33,17 @@ def _check_correctly_serialized(
     for i in range(nb_traces):
         trace = fig.data[i]
         assert isinstance(trace, go.Scattergl)
-        assert len(trace.y) == 50
+        y_ = decode_trace_bdata(trace.y)
+        assert len(y_) == 50
         assert len(trace.text) == 50
         assert len(trace.hovertext) == 50
-        assert len(trace.marker.size) == 50
-        assert len(trace.marker.color) == 50
+        marker_size_ = decode_trace_bdata(trace.marker.size)
+        assert len(marker_size_) == 50
+
+        marker_color_ = decode_trace_bdata(trace.marker.color)
+        assert len(marker_color_) == 50
         assert f"trace--{i}" in trace.name
+
         hf_trace = fig.hf_data[i]
         assert np.all(hf_trace["y"] == np.arange(nb_samples))
         assert np.all(hf_trace["text"] == np.arange(nb_samples).astype(str))
@@ -131,7 +137,7 @@ def test_pickle_figurewidget_resampler(pickle_figure):
             col=1,
         )
     assert fig._global_n_shown_samples == 50
-    assert fig._figure_class == go.FigureWidget
+    assert fig._figure_class.__name__ == go.FigureWidget.__name__
     assert fig._xaxis_list == ["xaxis", "xaxis2"]
     assert fig._yaxis_list == ["yaxis", "yaxis2"]
 
@@ -140,7 +146,7 @@ def test_pickle_figurewidget_resampler(pickle_figure):
 
     assert isinstance(fig_pickle, FigureWidgetResampler)
     assert fig_pickle._global_n_shown_samples == 50
-    assert fig_pickle._figure_class == go.FigureWidget
+    assert fig_pickle._figure_class.__name__ == go.FigureWidget.__name__
     assert fig_pickle._xaxis_list == ["xaxis", "xaxis2"]
     assert fig_pickle._yaxis_list == ["yaxis", "yaxis2"]
     assert len(fig_pickle.data) == nb_traces
diff --git a/tests/test_utils.py b/tests/test_utils.py
index c8f673b2..f1abd530 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -1,5 +1,6 @@
 import pandas as pd
 import plotly.graph_objects as go
+import pytest
 
 from plotly_resampler import FigureResampler, FigureWidgetResampler
 from plotly_resampler.figure_resampler.utils import (
@@ -13,18 +14,32 @@
 )
 
 
-def test_is_figure():
-    fig_dict = {"type": "scatter", "y": [1, 2, 3]}
-    assert is_figure(go.Figure())
-    assert is_figure(go.Figure(fig_dict))
-    assert is_figure(FigureResampler())
-    assert is_figure(FigureResampler(fig_dict))
-    assert not is_figure(go.FigureWidget())
-    assert not is_figure(None)
-    assert not is_figure(fig_dict)
-    assert not is_figure(go.Scatter(y=[1, 2, 3]))
-    assert not is_figure(FigureWidgetResampler())
-    assert not is_figure(FigureWidgetResampler(fig_dict))
+@pytest.mark.parametrize(
+    "obj",
+    [
+        go.Figure(),
+        go.Figure({"type": "scatter", "y": [1, 2, 3]}),
+        FigureResampler(),
+        FigureResampler({"type": "scatter", "y": [1, 2, 3]}),
+    ],
+)
+def test_is_figure(obj):
+    assert is_figure(obj)
+
+
+@pytest.mark.parametrize(
+    "obj",
+    [
+        go.FigureWidget(),
+        None,
+        {"type": "scatter", "y": [1, 2, 3]},
+        go.Scatter(y=[1, 2, 3]),
+        FigureWidgetResampler(),
+        FigureWidgetResampler({"type": "scatter", "y": [1, 2, 3]}),
+    ],
+)
+def test_not_is_figure(obj):
+    assert not is_figure(obj)
 
 
 def test_is_fr():
diff --git a/tests/utils.py b/tests/utils.py
index f0c5d5d8..3f4e0118 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import base64
 import sys
 
 import numpy as np
@@ -73,7 +74,24 @@ def construct_index(series: pd.Series, index_type: str) -> pd.Index:
     if index_type == "timedelta":
         return pd.timedelta_range(start="0s", periods=len(series), freq="1ms")
     if index_type == "float":
-        return pd.Float64Index(np.arange(len(series)))
+        return pd.Index(np.arange(len(series), dtype=np.float64))
     if index_type == "int":
-        return pd.Int64Index(np.arange(len(series)))
+        return pd.Index(np.arange(len(series), dtype=np.int64))
     raise ValueError(f"Unknown index type: {index_type}")
+
+
+def decode_trace_bdata(data: dict | list):
+    """As from plotly>6.0.0, traces can be encoded as binary strings, we need to decode
+    them to get the actual data.
+    """
+    if isinstance(data, dict) and "bdata" in data:
+        bdata = data["bdata"]
+        dtype = data["dtype"]
+
+        # Decode the base64 encoded binary data
+        decoded_data = base64.b64decode(bdata)
+        # Convert the decoded data to a numpy array
+        np_array = np.frombuffer(decoded_data, dtype=np.dtype(dtype))
+        return np_array  # Return the numpy array for further use if needed
+    else:
+        return data