From 56f71a8989e3aae40229dfc8bb878fc5abb13c80 Mon Sep 17 00:00:00 2001
From: jonasvdd <jonvdrdo.vanderdonckt@ugent.be>
Date: Tue, 13 Feb 2024 14:35:34 +0100
Subject: [PATCH] :fire: delegate nan behavior to aggregators

---
 CHANGELOG.md                                  |   9 +
 plotly_resampler/aggregation/aggregators.py   |  28 ++-
 .../figure_resampler_interface.py             |  55 +----
 poetry.lock                                   | 194 +-----------------
 pyproject.toml                                |   2 +-
 tests/test_aggregators.py                     |  45 ++++
 tests/test_figure_resampler.py                |  30 ---
 tests/test_figurewidget_resampler.py          |  33 ---
 8 files changed, 90 insertions(+), 306 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 051a584b..8f8641ac 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,12 @@
+# .
+
+Removed the `check_nans` argument of the FigureResampler construct and its `add_traces` method. This argument was used to check for NaNs in the input data, but this is now handled by the `nan_policy` argument of specific aggregators.
+
+
+
+
+# v0.9.2
+`TODO`
 
 # v0.9.1
 ## Major changes:
diff --git a/plotly_resampler/aggregation/aggregators.py b/plotly_resampler/aggregation/aggregators.py
index e7891370..542979e7 100644
--- a/plotly_resampler/aggregation/aggregators.py
+++ b/plotly_resampler/aggregation/aggregators.py
@@ -17,6 +17,9 @@
     LTTBDownsampler,
     MinMaxDownsampler,
     MinMaxLTTBDownsampler,
+    NaNMinMaxDownsampler,
+    NaNMinMaxLTTBDownsampler,
+    # TODO -> integrate NANM4 (after the candlestick PR)
 )
 
 from ..aggregation.aggregation_interface import DataAggregator, DataPointSelector
@@ -171,18 +174,25 @@ class MinMaxAggregator(DataPointSelector):
 
     """
 
-    def __init__(self, **downsample_kwargs):
+    def __init__(self, nan_policy="omit", **downsample_kwargs):
         """
         Parameters
         ----------
         **downsample_kwargs
             Keyword arguments passed to the :class:`MinMaxDownsampler`.
             - The `parallel` argument is set to False by default.
+        nan_policy: str, optional
+            The policy to handle NaNs. Can be 'omit' or 'keep'. By default, 'omit'.
 
         """
         # this downsampler supports all dtypes
         super().__init__(**downsample_kwargs)
-        self.downsampler = MinMaxDownsampler()
+        if nan_policy not in ("omit", "keep"):
+            raise ValueError("nan_policy must be either 'omit' or 'keep'")
+        if nan_policy == "omit":
+            self.downsampler = MinMaxDownsampler()
+        else:
+            self.downsampler = NaNMinMaxDownsampler()
 
     def _arg_downsample(
         self,
@@ -208,13 +218,17 @@ class MinMaxLTTB(DataPointSelector):
     Paper: [https://arxiv.org/pdf/2305.00332.pdf](https://arxiv.org/pdf/2305.00332.pdf)
     """
 
-    def __init__(self, minmax_ratio: int = 4, **downsample_kwargs):
+    def __init__(
+        self, minmax_ratio: int = 4, nan_policy: str = "omit", **downsample_kwargs
+    ):
         """
         Parameters
         ----------
         minmax_ratio: int, optional
             The ratio between the number of data points in the MinMax-prefetching and
             the number of data points that will be outputted by LTTB. By default, 4.
+        nan_policy: str, optional
+            The policy to handle NaNs. Can be 'omit' or 'keep'. By default, 'omit'.
         **downsample_kwargs
             Keyword arguments passed to the `MinMaxLTTBDownsampler`.
             - The `parallel` argument is set to False by default.
@@ -222,7 +236,13 @@ def __init__(self, minmax_ratio: int = 4, **downsample_kwargs):
               proven to be a good default.
 
         """
-        self.minmaxlttb = MinMaxLTTBDownsampler()
+        if nan_policy not in ("omit", "keep"):
+            raise ValueError("nan_policy must be either 'omit' or 'keep'")
+        if nan_policy == "omit":
+            self.minmaxlttb = MinMaxLTTBDownsampler()
+        else:
+            self.minmaxlttb = NaNMinMaxLTTBDownsampler()
+
         self.minmax_ratio = minmax_ratio
 
         super().__init__(
diff --git a/plotly_resampler/figure_resampler/figure_resampler_interface.py b/plotly_resampler/figure_resampler/figure_resampler_interface.py
index 13a304ff..173b42a2 100644
--- a/plotly_resampler/figure_resampler/figure_resampler_interface.py
+++ b/plotly_resampler/figure_resampler/figure_resampler_interface.py
@@ -555,7 +555,6 @@ def _parse_get_trace_props(
         hf_hovertext: Iterable = None,
         hf_marker_size: Iterable = None,
         hf_marker_color: Iterable = None,
-        check_nans: bool = True,
     ) -> _hf_data_container:
         """Parse and capture the possibly high-frequency trace-props in a datacontainer.
 
@@ -572,11 +571,6 @@ def _parse_get_trace_props(
         hf_hovertext : Iterable, optional
             High-frequency trace "hovertext" data, overrides the current trace its
             hovertext data.
-        check_nans: bool, optional
-            Whether the `hf_y` should be checked for NaNs, by default True.
-            As checking for NaNs is expensive, this can be disabled when the `hf_y` is
-            already known to contain no NaNs (or when the downsampler can handle NaNs,
-            e.g., EveryNthPoint).
 
         Returns
         -------
@@ -677,22 +671,6 @@ def _parse_get_trace_props(
             if isinstance(hf_marker_color, (tuple, list, np.ndarray, pd.Series)):
                 hf_marker_color = np.asarray(hf_marker_color)
 
-            # Remove NaNs for efficiency (storing less meaningless data)
-            # NaNs introduce gaps between enclosing non-NaN data points & might distort
-            # the resampling algorithms
-            if check_nans and pd.isna(hf_y).any():
-                not_nan_mask = ~pd.isna(hf_y)
-                hf_x = hf_x[not_nan_mask]
-                hf_y = hf_y[not_nan_mask]
-                if isinstance(hf_text, np.ndarray):
-                    hf_text = hf_text[not_nan_mask]
-                if isinstance(hf_hovertext, np.ndarray):
-                    hf_hovertext = hf_hovertext[not_nan_mask]
-                if isinstance(hf_marker_size, np.ndarray):
-                    hf_marker_size = hf_marker_size[not_nan_mask]
-                if isinstance(hf_marker_color, np.ndarray):
-                    hf_marker_color = hf_marker_color[not_nan_mask]
-
             # Try to parse the hf_x data if it is of object type or
             if len(hf_x) and (hf_x.dtype.type is np.str_ or hf_x.dtype == "object"):
                 try:
@@ -876,7 +854,6 @@ def add_trace(
         hf_hovertext: Union[str, Iterable] = None,
         hf_marker_size: Union[str, Iterable] = None,
         hf_marker_color: Union[str, Iterable] = None,
-        check_nans: bool = True,
         **trace_kwargs,
     ):
         """Add a trace to the figure.
@@ -932,13 +909,6 @@ def add_trace(
         hf_marker_color: Iterable, optional
             The original high frequency marker color. If set, this has priority over the
             trace its ``marker.color`` argument.
-        check_nans: boolean, optional
-            If set to True, the trace's data will be checked for NaNs - which will be
-            removed. By default True.
-            As this is a costly operation, it is recommended to set this parameter to
-            False if you are sure that your data does not contain NaNs (or when the
-            downsampler can handle NaNs, e.g., EveryNthPoint). This should considerably
-            speed up the graph construction time.
         **trace_kwargs: dict
             Additional trace related keyword arguments.
             e.g.: row=.., col=..., secondary_y=...
@@ -1019,7 +989,6 @@ def add_trace(
             hf_hovertext,
             hf_marker_size,
             hf_marker_color,
-            check_nans,
         )
 
         # These traces will determine the autoscale its RANGE!
@@ -1078,7 +1047,6 @@ def add_traces(
         downsamplers: None | List[AbstractAggregator] | AbstractAggregator = None,
         gap_handlers: None | List[AbstractGapHandler] | AbstractGapHandler = None,
         limit_to_views: List[bool] | bool = False,
-        check_nans: List[bool] | bool = True,
         **traces_kwargs,
     ):
         """Add traces to the figure.
@@ -1124,14 +1092,6 @@ def add_traces(
             by default False.\n
             Remark that setting this parameter to True ensures that low frequency traces
             are added to the ``hf_data`` property.
-        check_nans : None | List[bool] | bool, optional
-            List of check_nans booleans for the added traces. If set to True, the
-            trace's datapoints will be checked for NaNs. If a single boolean is passed,
-            all to be added traces will use this value, by default True.\n
-            As this is a costly operation, it is recommended to set this parameter to
-            False if the data is known to contain no NaNs (or when the downsampler can
-            handle NaNs, e.g., EveryNthPoint). This will considerably speed up the graph
-            construction time.
         **traces_kwargs: dict
             Additional trace related keyword arguments.
             e.g.: rows=.., cols=..., secondary_ys=...
@@ -1174,16 +1134,11 @@ def add_traces(
             gap_handlers = [gap_handlers] * len(data)
         if isinstance(limit_to_views, bool):
             limit_to_views = [limit_to_views] * len(data)
-        if isinstance(check_nans, bool):
-            check_nans = [check_nans] * len(data)
 
-        zipped = zip(
-            data, max_n_samples, downsamplers, gap_handlers, limit_to_views, check_nans
-        )
-        for (
-            i,
-            (trace, max_out, downsampler, gap_handler, limit_to_view, check_nan),
-        ) in enumerate(zipped):
+        zipped = zip(data, max_n_samples, downsamplers, gap_handlers, limit_to_views)
+        for (i, (trace, max_out, downsampler, gap_handler, limit_to_view)) in enumerate(
+            zipped
+        ):
             if (
                 trace.type.lower() not in self._high_frequency_traces
                 or self._hf_data.get(trace.uid) is not None
@@ -1194,7 +1149,7 @@ def add_traces(
             if not limit_to_view and (trace.y is None or len(trace.y) <= max_out_s):
                 continue
 
-            dc = self._parse_get_trace_props(trace, check_nans=check_nan)
+            dc = self._parse_get_trace_props(trace)
             self._hf_data[trace.uid] = self._construct_hf_data_dict(
                 dc,
                 trace=trace,
diff --git a/poetry.lock b/poetry.lock
index 53bbf373..7496f995 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# 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 = ""
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -23,7 +22,6 @@ test = ["pytest", "pytest-cov"]
 name = "anyio"
 version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -46,7 +44,6 @@ trio = ["trio (<0.22)"]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -58,7 +55,6 @@ files = [
 name = "argon2-cffi"
 version = "23.1.0"
 description = "Argon2 for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -80,7 +76,6 @@ typing = ["mypy"]
 name = "argon2-cffi-bindings"
 version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -118,7 +113,6 @@ tests = ["pytest"]
 name = "atomicwrites"
 version = "1.4.1"
 description = "Atomic file writes."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -129,7 +123,6 @@ files = [
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -151,7 +144,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "babel"
 version = "2.13.1"
 description = "Internationalization utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -170,7 +162,6 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -182,7 +173,6 @@ files = [
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
-category = "dev"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -201,7 +191,6 @@ lxml = ["lxml"]
 name = "black"
 version = "22.12.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -238,7 +227,6 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "bleach"
 version = "6.0.0"
 description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -257,7 +245,6 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 name = "blinker"
 version = "1.6.3"
 description = "Fast, simple object-to-object and broadcast signaling"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -269,7 +256,6 @@ files = [
 name = "brotli"
 version = "1.1.0"
 description = "Python bindings for the Brotli compression library"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -362,7 +348,6 @@ files = [
 name = "cached-property"
 version = "1.5.2"
 description = "A decorator for caching properties in classes."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -374,7 +359,6 @@ files = [
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -386,7 +370,6 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -463,7 +446,6 @@ pycparser = "*"
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -528,7 +510,6 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -628,7 +609,6 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -644,7 +624,6 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -656,7 +635,6 @@ files = [
 name = "comm"
 version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -676,7 +654,6 @@ typing = ["mypy (>=0.990)"]
 name = "coverage"
 version = "7.2.7"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -752,7 +729,6 @@ toml = ["tomli"]
 name = "cryptography"
 version = "42.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -807,7 +783,6 @@ test-randomorder = ["pytest-randomly"]
 name = "dash"
 version = "2.14.1"
 description = "A Python framework for building reactive web-apps. Developed by Plotly."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -842,7 +817,6 @@ testing = ["beautifulsoup4 (>=4.8.2)", "cryptography (<3.4)", "dash-testing-stub
 name = "dash-core-components"
 version = "2.0.0"
 description = "Core component suite for Dash"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -854,7 +828,6 @@ files = [
 name = "dash-html-components"
 version = "2.0.0"
 description = "Vanilla HTML components for Dash"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -866,7 +839,6 @@ files = [
 name = "dash-table"
 version = "5.0.0"
 description = "Dash table"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -878,7 +850,6 @@ files = [
 name = "debugpy"
 version = "1.7.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -910,7 +881,6 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -922,7 +892,6 @@ files = [
 name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -934,7 +903,6 @@ files = [
 name = "entrypoints"
 version = "0.4"
 description = "Discover and load entry points from installed packages."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -946,7 +914,6 @@ files = [
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -961,7 +928,6 @@ test = ["pytest (>=6)"]
 name = "fastjsonschema"
 version = "2.18.1"
 description = "Fastest Python implementation of JSON schema"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -976,7 +942,6 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 name = "flask"
 version = "2.2.5"
 description = "A simple framework for building complex web applications."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -999,7 +964,6 @@ dotenv = ["python-dotenv"]
 name = "flask-cors"
 version = "3.0.10"
 description = "A Flask extension adding a decorator for CORS support"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -1015,7 +979,6 @@ Six = "*"
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1033,7 +996,6 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 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."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1049,7 +1011,6 @@ colorama = ">=0.4"
 name = "griffe"
 version = "0.36.9"
 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."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1064,7 +1025,6 @@ colorama = ">=0.4"
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1079,7 +1039,6 @@ typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 name = "h2"
 version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -1095,7 +1054,6 @@ hyperframe = ">=6.0,<7"
 name = "hpack"
 version = "4.0.0"
 description = "Pure-Python HPACK header compression"
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -1107,7 +1065,6 @@ files = [
 name = "hyperframe"
 version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -1119,7 +1076,6 @@ files = [
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1131,7 +1087,6 @@ files = [
 name = "importlib-metadata"
 version = "6.7.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1152,7 +1107,6 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1171,7 +1125,6 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1183,7 +1136,6 @@ files = [
 name = "ipykernel"
 version = "6.16.2"
 description = "IPython Kernel for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1212,7 +1164,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "p
 name = "ipython"
 version = "7.34.0"
 description = "IPython: Productive Interactive Computing"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1249,7 +1200,6 @@ test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.17)", "pygments"
 name = "ipython-genutils"
 version = "0.2.0"
 description = "Vestigial utilities from IPython"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1261,7 +1211,6 @@ files = [
 name = "ipywidgets"
 version = "7.8.1"
 description = "IPython HTML widgets for Jupyter"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1284,7 +1233,6 @@ test = ["ipykernel", "mock", "pytest (>=3.6.0)", "pytest-cov"]
 name = "itsdangerous"
 version = "2.1.2"
 description = "Safely pass data to untrusted environments and back."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1296,7 +1244,6 @@ files = [
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1316,7 +1263,6 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1334,7 +1280,6 @@ i18n = ["Babel (>=2.7)"]
 name = "jsonschema"
 version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1358,7 +1303,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jupyter-client"
 version = "7.4.9"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1383,7 +1327,6 @@ test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-com
 name = "jupyter-core"
 version = "4.12.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1402,7 +1345,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "jupyter-dash"
 version = "0.4.2"
 description = "Dash support for the Jupyter notebook interface"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -1427,7 +1369,6 @@ dev = ["jupyter-server-proxy", "jupyterlab (>=2.0)", "notebook (>=6.0)"]
 name = "jupyter-server"
 version = "1.24.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1440,7 +1381,7 @@ anyio = ">=3.1.0,<4"
 argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.2.0"
 packaging = "*"
@@ -1460,7 +1401,6 @@ test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console
 name = "jupyterlab-pygments"
 version = "0.2.2"
 description = "Pygments theme using JupyterLab CSS variables"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1472,7 +1412,6 @@ files = [
 name = "jupyterlab-widgets"
 version = "1.1.7"
 description = "A JupyterLab extension."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1484,7 +1423,6 @@ files = [
 name = "kaitaistruct"
 version = "0.10"
 description = "Kaitai Struct declarative parser generator for binary data: runtime library for Python"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
@@ -1496,7 +1434,6 @@ files = [
 name = "kaleido"
 version = "0.2.1"
 description = "Static image export for web-based visualization libraries with zero dependencies"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -1512,7 +1449,6 @@ files = [
 name = "line-profiler"
 version = "4.1.2"
 description = "Line-by-line profiler"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1585,7 +1521,6 @@ tests-strict = ["coverage[toml] (==5.3)", "pytest (==4.6.0)", "pytest (==4.6.0)"
 name = "markdown"
 version = "3.4.4"
 description = "Python implementation of John Gruber's Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1604,7 +1539,6 @@ testing = ["coverage", "pyyaml"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1664,7 +1598,6 @@ files = [
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1679,7 +1612,6 @@ traitlets = "*"
 name = "memory-profiler"
 version = "0.60.0"
 description = "A module for monitoring memory usage of a python program"
-category = "dev"
 optional = false
 python-versions = ">=3.4"
 files = [
@@ -1693,7 +1625,6 @@ psutil = "*"
 name = "mergedeep"
 version = "1.3.4"
 description = "A deep merge function for 🐍."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1705,7 +1636,6 @@ files = [
 name = "mike"
 version = "1.1.2"
 description = "Manage multiple versions of your MkDocs-powered documentation"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1727,7 +1657,6 @@ test = ["coverage", "flake8 (>=3.0)", "shtab"]
 name = "mistune"
 version = "3.0.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1739,7 +1668,6 @@ files = [
 name = "mkdocs"
 version = "1.5.3"
 description = "Project documentation with Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1772,7 +1700,6 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 name = "mkdocs-autorefs"
 version = "0.4.1"
 description = "Automatically link across pages in MkDocs."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1788,7 +1715,6 @@ mkdocs = ">=1.1"
 name = "mkdocs-gen-files"
 version = "0.5.0"
 description = "MkDocs plugin to programmatically generate documentation pages during the build"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1803,7 +1729,6 @@ mkdocs = ">=1.0.3"
 name = "mkdocs-literate-nav"
 version = "0.6.1"
 description = "MkDocs plugin to specify the navigation in Markdown instead of YAML"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1818,7 +1743,6 @@ mkdocs = ">=1.0.3"
 name = "mkdocs-material"
 version = "9.2.7"
 description = "Documentation that simply works"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1843,7 +1767,6 @@ requests = ">=2.26,<3.0"
 name = "mkdocs-material-extensions"
 version = "1.2"
 description = "Extension pack for Python Markdown and MkDocs Material."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1855,7 +1778,6 @@ files = [
 name = "mkdocs-section-index"
 version = "0.3.8"
 description = "MkDocs plugin to allow clickable sections that lead to an index page"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1870,7 +1792,6 @@ mkdocs = ">=1.2"
 name = "mkdocstrings"
 version = "0.20.0"
 description = "Automatic documentation from sources, for MkDocs."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1895,7 +1816,6 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 name = "mkdocstrings-python"
 version = "1.1.2"
 description = "A Python handler for mkdocstrings."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1911,7 +1831,6 @@ mkdocstrings = ">=0.20"
 name = "mkdocstrings-python"
 version = "1.7.3"
 description = "A Python handler for mkdocstrings."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1927,7 +1846,6 @@ mkdocstrings = ">=0.20"
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1939,7 +1857,6 @@ files = [
 name = "nbclassic"
 version = "1.0.0"
 description = "Jupyter Notebook as a Jupyter Server extension."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1975,7 +1892,6 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-p
 name = "nbclient"
 version = "0.7.4"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1985,7 +1901,7 @@ files = [
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 nbformat = ">=5.1"
 traitlets = ">=5.3"
 
@@ -1998,7 +1914,6 @@ test = ["flaky", "ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "p
 name = "nbconvert"
 version = "7.6.0"
 description = "Converting Jupyter Notebooks"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2037,7 +1952,6 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 name = "nbformat"
 version = "5.8.0"
 description = "The Jupyter Notebook format"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2060,7 +1974,6 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2072,7 +1985,6 @@ files = [
 name = "notebook"
 version = "6.5.4"
 description = "A web-based notebook environment for interactive computing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2107,7 +2019,6 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixs
 name = "notebook-shim"
 version = "0.2.3"
 description = "A shim layer for notebook traits and config"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2125,7 +2036,6 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 name = "numpy"
 version = "1.21.6"
 description = "NumPy is the fundamental package for array computing with Python."
-category = "main"
 optional = false
 python-versions = ">=3.7,<3.11"
 files = [
@@ -2166,7 +2076,6 @@ files = [
 name = "numpy"
 version = "1.26.3"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2212,7 +2121,6 @@ files = [
 name = "orjson"
 version = "3.9.7"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2282,7 +2190,6 @@ files = [
 name = "outcome"
 version = "1.3.0.post0"
 description = "Capture the outcome of Python function calls."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2297,7 +2204,6 @@ attrs = ">=19.2.0"
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2309,7 +2215,6 @@ files = [
 name = "paginate"
 version = "0.5.6"
 description = "Divides large result sets into pages for easier browsing"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2320,7 +2225,6 @@ files = [
 name = "pandas"
 version = "1.3.5"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.7.1"
 files = [
@@ -2353,7 +2257,7 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.17.3", markers = "(platform_machine != \"aarch64\" and platform_machine != \"arm64\") and python_version < \"3.10\""},
     {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
     {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
@@ -2368,7 +2272,6 @@ test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
 name = "pandocfilters"
 version = "1.5.0"
 description = "Utilities for writing pandoc filters in python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2380,7 +2283,6 @@ files = [
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2396,7 +2298,6 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pathspec"
 version = "0.11.2"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2408,7 +2309,6 @@ files = [
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2423,7 +2323,6 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2435,7 +2334,6 @@ files = [
 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2447,7 +2345,6 @@ files = [
 name = "platformdirs"
 version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2466,7 +2363,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 name = "plotly"
 version = "5.18.0"
 description = "An open-source, interactive data visualization library for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2482,7 +2378,6 @@ tenacity = ">=6.2.0"
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2501,7 +2396,6 @@ testing = ["pytest", "pytest-benchmark"]
 name = "prometheus-client"
 version = "0.17.1"
 description = "Python client for the Prometheus monitoring system."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2516,7 +2410,6 @@ twisted = ["twisted"]
 name = "prompt-toolkit"
 version = "3.0.39"
 description = "Library for building powerful interactive command lines in Python"
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2531,7 +2424,6 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.6"
 description = "Cross-platform lib for process and system monitoring in Python."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -2560,7 +2452,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2572,7 +2463,6 @@ files = [
 name = "py"
 version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2584,7 +2474,6 @@ files = [
 name = "pyarrow"
 version = "10.0.1"
 description = "Python library for Apache Arrow"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2622,7 +2511,6 @@ numpy = ">=1.16.6"
 name = "pyarrow"
 version = "15.0.0"
 description = "Python library for Apache Arrow"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2671,7 +2559,6 @@ numpy = ">=1.16.6,<2"
 name = "pyasn1"
 version = "0.5.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -2683,7 +2570,6 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2695,7 +2581,6 @@ files = [
 name = "pydivert"
 version = "2.1.0"
 description = "Python binding to windivert driver"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2711,7 +2596,6 @@ test = ["codecov (>=2.0.5)", "hypothesis (>=3.5.3)", "mock (>=1.0.1)", "pytest (
 name = "pygments"
 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2726,7 +2610,6 @@ plugins = ["importlib-metadata"]
 name = "pymdown-extensions"
 version = "10.2.1"
 description = "Extension pack for Python Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2745,7 +2628,6 @@ extra = ["pygments (>=2.12)"]
 name = "pyopenssl"
 version = "24.0.0"
 description = "Python wrapper module around the OpenSSL library"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2764,7 +2646,6 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"]
 name = "pyparsing"
 version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "dev"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -2779,7 +2660,6 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyrsistent"
 version = "0.19.3"
 description = "Persistent/Functional/Immutable data structures"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2816,7 +2696,6 @@ files = [
 name = "pysocks"
 version = "1.7.1"
 description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2829,7 +2708,6 @@ files = [
 name = "pytest"
 version = "6.2.5"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2855,7 +2733,6 @@ testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xm
 name = "pytest-base-url"
 version = "2.0.0"
 description = "pytest plugin for URL based testing"
-category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -2871,7 +2748,6 @@ requests = ">=2.9"
 name = "pytest-cov"
 version = "3.0.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2890,7 +2766,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-html"
 version = "3.2.0"
 description = "pytest plugin for generating HTML reports"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2907,7 +2782,6 @@ pytest-metadata = "*"
 name = "pytest-lazy-fixture"
 version = "0.6.3"
 description = "It helps to use fixtures in pytest.mark.parametrize"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2922,7 +2796,6 @@ pytest = ">=3.2.5"
 name = "pytest-metadata"
 version = "2.0.4"
 description = "pytest plugin for test session metadata"
-category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -2937,7 +2810,6 @@ pytest = ">=3.0.0,<8.0.0"
 name = "pytest-selenium"
 version = "2.0.1"
 description = "pytest plugin for Selenium"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2961,7 +2833,6 @@ appium = ["appium-python-client (>=0.44)"]
 name = "pytest-variables"
 version = "2.0.0"
 description = "pytest plugin for providing variables to tests/fixtures"
-category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -2981,7 +2852,6 @@ yaml = ["PyYAML"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2996,7 +2866,6 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3008,7 +2877,6 @@ files = [
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3032,7 +2900,6 @@ files = [
 name = "pywinpty"
 version = "2.0.10"
 description = "Pseudo terminal support for Windows from Python."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3048,7 +2915,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3057,7 +2923,6 @@ files = [
     {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"},
     {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"},
     {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"},
-    {file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
     {file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"},
     {file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"},
     {file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"},
@@ -3065,15 +2930,8 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d"},
     {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc"},
     {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"},
-    {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
     {file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"},
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
-    {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
-    {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
-    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
-    {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
-    {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
-    {file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"},
     {file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"},
     {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
     {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c"},
@@ -3090,7 +2948,6 @@ files = [
     {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5"},
     {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696"},
     {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
-    {file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"},
     {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
     {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
     {file = "PyYAML-6.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8"},
@@ -3098,7 +2955,6 @@ files = [
     {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"},
     {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"},
     {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"},
-    {file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"},
     {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
     {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
@@ -3108,7 +2964,6 @@ files = [
 name = "pyyaml-env-tag"
 version = "0.1"
 description = "A custom YAML tag for referencing environment variables in YAML files. "
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3123,7 +2978,6 @@ pyyaml = "*"
 name = "pyzmq"
 version = "25.1.2"
 description = "Python bindings for 0MQ"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3229,7 +3083,6 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "regex"
 version = "2022.10.31"
 description = "Alternative regular expression module, to replace re."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3327,7 +3180,6 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3349,7 +3201,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "retrying"
 version = "1.3.4"
 description = "Retrying"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3364,7 +3215,6 @@ six = ">=1.7.0"
 name = "ruff"
 version = "0.0.262"
 description = "An extremely fast Python linter, written in Rust."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3391,7 +3241,6 @@ files = [
 name = "selenium"
 version = "4.2.0"
 description = ""
-category = "dev"
 optional = false
 python-versions = "~=3.7"
 files = [
@@ -3407,7 +3256,6 @@ urllib3 = {version = ">=1.26,<2.0", extras = ["secure", "socks"]}
 name = "selenium-wire"
 version = "5.1.0"
 description = "Extends Selenium to give you the ability to inspect requests made by the browser."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3438,7 +3286,6 @@ dev = ["black", "bumpversion", "coverage", "flake8", "gunicorn", "httpbin", "iso
 name = "send2trash"
 version = "1.8.2"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -3455,7 +3302,6 @@ win32 = ["pywin32"]
 name = "setuptools"
 version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3472,7 +3318,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3484,7 +3329,6 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3496,7 +3340,6 @@ files = [
 name = "sortedcontainers"
 version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3508,7 +3351,6 @@ files = [
 name = "soupsieve"
 version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3520,7 +3362,6 @@ files = [
 name = "tenacity"
 version = "6.3.1"
 description = "Retry code until it succeeds"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3538,7 +3379,6 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "terminado"
 version = "0.17.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3559,7 +3399,6 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 name = "tinycss2"
 version = "1.2.1"
 description = "A tiny CSS parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3578,7 +3417,6 @@ test = ["flake8", "isort", "pytest"]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3590,7 +3428,6 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3602,7 +3439,6 @@ files = [
 name = "tornado"
 version = "6.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -3623,7 +3459,6 @@ files = [
 name = "traitlets"
 version = "5.9.0"
 description = "Traitlets Python configuration system"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3639,7 +3474,6 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 name = "trio"
 version = "0.22.2"
 description = "A friendly Python library for async concurrency and I/O"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3660,7 +3494,6 @@ sortedcontainers = "*"
 name = "trio-websocket"
 version = "0.11.1"
 description = "WebSocket library for Trio"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3677,7 +3510,6 @@ wsproto = ">=0.14"
 name = "tsdownsample"
 version = "0.1.3"
 description = "Time series downsampling in rust"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3763,7 +3595,6 @@ numpy = "*"
 name = "typed-ast"
 version = "1.5.5"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3814,7 +3645,6 @@ files = [
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3826,7 +3656,6 @@ files = [
 name = "urllib3"
 version = "1.26.18"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -3851,7 +3680,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "urllib3-secure-extra"
 version = "0.1.0"
 description = "Marker library to detect whether urllib3 was installed with the deprecated [secure] extra"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3863,7 +3691,6 @@ files = [
 name = "verspec"
 version = "0.1.0"
 description = "Flexible version handling"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3878,7 +3705,6 @@ test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 name = "watchdog"
 version = "3.0.0"
 description = "Filesystem events monitoring"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3918,7 +3744,6 @@ watchmedo = ["PyYAML (>=3.10)"]
 name = "wcwidth"
 version = "0.2.9"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3930,7 +3755,6 @@ files = [
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3942,7 +3766,6 @@ files = [
 name = "websocket-client"
 version = "1.6.1"
 description = "WebSocket client for Python with low level API options"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3959,7 +3782,6 @@ test = ["websockets"]
 name = "werkzeug"
 version = "2.2.3"
 description = "The comprehensive WSGI web application library."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3977,7 +3799,6 @@ watchdog = ["watchdog"]
 name = "widgetsnbextension"
 version = "3.6.6"
 description = "IPython HTML widgets for Jupyter"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3992,7 +3813,6 @@ notebook = ">=4.4.1"
 name = "wsproto"
 version = "1.2.0"
 description = "WebSockets state-machine based protocol implementation"
-category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -4007,7 +3827,6 @@ h11 = ">=0.9.0,<1"
 name = "zipp"
 version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4023,7 +3842,6 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 name = "zstandard"
 version = "0.21.0"
 description = "Zstandard bindings for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4079,9 +3897,9 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
 cffi = ["cffi (>=1.11)"]
 
 [extras]
-inline-persistent = ["kaleido", "Flask-Cors", "jupyter-dash"]
+inline-persistent = ["Flask-Cors", "jupyter-dash", "kaleido"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.7.1"
-content-hash = "1e8a6ac1a7cf5ed0f93b3e61b0b520d50dffa8cbdb8f597c7bb97acc1ce832b8"
+content-hash = "73b4e112cdae8914af9fef53fd377f2b252df89ae825375fbf8b3129490b0d3b"
diff --git a/pyproject.toml b/pyproject.toml
index 0cc17ef6..12ad6c91 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ orjson = "^3.8.0"  # Faster json serialization
 Flask-Cors = { version = "^3.0.10", optional = true }
 # Lock kaleido dependency until https://github.com/plotly/Kaleido/issues/156 is resolved
 kaleido = {version = "0.2.1", optional = true}
-tsdownsample = "^0.1.2"
+tsdownsample = ">=0.1.3"
 
 [tool.poetry.extras]
 # Optional dependencies
diff --git a/tests/test_aggregators.py b/tests/test_aggregators.py
index 3b4e92c4..b85dcd19 100644
--- a/tests/test_aggregators.py
+++ b/tests/test_aggregators.py
@@ -232,6 +232,51 @@ def test_wrap_aggregate_range_index_data_point_selection(
     assert x_agg[0] == -20_000
 
 
+# ------------------------------- NAN handling -------------------------------
+@pytest.mark.parametrize("downsampler", [MinMaxLTTB, MinMaxAggregator])
+@pytest.mark.parametrize("gap_handler", [MedDiffGapHandler, NoGapHandler])
+@pytest.mark.parametrize("series", [lf("float_series")])
+def test_nan_behavior(series, downsampler, gap_handler):
+    series = series.copy()
+    series.iloc[np.random.choice(len(series), 100)] = np.nan
+
+    # OMIT -> no NaNs in the output
+    for n in np.random.randint(100, len(series), 6):
+        x_agg, y_agg, indices = wrap_aggregate(
+            hf_x=series.index,
+            hf_y=series.values,
+            downsampler=downsampler(nan_policy="omit"),
+            gap_handler=NoGapHandler(),
+            n_out=100,
+        )
+        assert not pd.Series(y_agg).isna().any()
+        assert len(x_agg) == len(y_agg) == len(indices)
+        assert len(y_agg) <= n + (n % 2)
+
+    # KEEP -> NaN will be returned in the output
+    for n in np.random.randint(100, len(series), 6):
+        x_agg, y_agg, indices = wrap_aggregate(
+            hf_x=series.index,
+            hf_y=series.values,
+            downsampler=downsampler(nan_policy="keep"),
+            gap_handler=NoGapHandler(),
+            n_out=100,
+        )
+        assert pd.Series(y_agg).isna().any()
+        assert len(x_agg) == len(y_agg) == len(indices)
+        assert len(y_agg) <= n + (n % 2)
+
+    ## INVALID nan_policy -> should raise a ValueError
+    with pytest.raises(ValueError):
+        wrap_aggregate(
+            hf_x=series.index,
+            hf_y=series.values,
+            downsampler=downsampler(nan_policy="invalid"),
+            gap_handler=NoGapHandler(),
+            n_out=100,
+        )
+
+
 # # ------------------------------- DataAggregator -------------------------------
 @pytest.mark.parametrize("agg_func", [np.mean])  # np.median, sum])
 @pytest.mark.parametrize("series", [lf("float_series"), lf("bool_series")])
diff --git a/tests/test_figure_resampler.py b/tests/test_figure_resampler.py
index f34e91df..ec6d68d6 100644
--- a/tests/test_figure_resampler.py
+++ b/tests/test_figure_resampler.py
@@ -467,36 +467,6 @@ def test_nan_removed_input(float_series):
     )
 
 
-def test_nan_removed_input_check_nans_false(float_series):
-    # see: https://plotly.com/python/subplots/#custom-sized-subplot-with-subplot-titles
-    base_fig = make_subplots(
-        rows=2,
-        cols=2,
-        specs=[[{}, {}], [{"colspan": 2}, None]],
-    )
-
-    fig = FigureResampler(
-        base_fig,
-        default_n_shown_samples=1000,
-        default_downsampler=EveryNthPoint(),
-        resampled_trace_prefix_suffix=(
-            '<b style="color:sandybrown">[R]</b>',
-            '<b style="color:sandybrown">[R]</b>',
-        ),
-    )
-
-    float_series = float_series.copy()
-    float_series.iloc[np.random.choice(len(float_series), 100)] = np.nan
-    fig.add_trace(
-        go.Scatter(x=float_series.index, y=float_series, name="float_series"),
-        row=1,
-        col=1,
-        hf_text="text",
-        hf_hovertext="hovertext",
-        check_nans=False,
-    )
-
-
 def test_hf_text():
     y = np.arange(10_000)
 
diff --git a/tests/test_figurewidget_resampler.py b/tests/test_figurewidget_resampler.py
index 795cbbdd..acba1373 100644
--- a/tests/test_figurewidget_resampler.py
+++ b/tests/test_figurewidget_resampler.py
@@ -297,39 +297,6 @@ def test_nan_removed_input(float_series):
     )
 
 
-def test_nan_removed_input_check_nans_false(float_series):
-    # see: https://plotly.com/python/subplots/#custom-sized-subplot-with-subplot-titles
-    base_fig = make_subplots(
-        rows=2,
-        cols=2,
-        specs=[[{}, {}], [{"colspan": 2}, None]],
-    )
-
-    fig = FigureWidgetResampler(
-        base_fig,
-        default_n_shown_samples=1000,
-        default_downsampler=EveryNthPoint(),
-        resampled_trace_prefix_suffix=(
-            '<b style="color:sandybrown">[R]</b>',
-            '<b style="color:sandybrown">[R]</b>',
-        ),
-    )
-
-    float_series = float_series.copy()
-    float_series.iloc[np.random.choice(len(float_series), 100)] = np.nan
-    fig.add_trace(
-        go.Scatter(x=float_series.index, y=float_series, name="float_series"),
-        row=1,
-        col=1,
-        hf_text="text",
-        hf_hovertext="hovertext",
-        check_nans=False,
-    )
-    # Check the undesired behavior
-    assert len(fig.hf_data[0]["y"]) == len(float_series)
-    assert pd.isna(fig.hf_data[0]["y"]).any()
-
-
 def test_hf_text():
     y = np.arange(10_000)