From a39137d9c31cb7dcff9c0333e61b03412d2611f0 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 11:20:20 -0600
Subject: [PATCH 01/29] use snake case for fx names

---
 src/geocat/viz/util.py | 190 +++++++++++++++++++++++++++++++++++++++++
 1 file changed, 190 insertions(+)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 9119819c..9d60588d 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -861,6 +861,62 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
+    """This function is deprecated. Call `find_local_extrema` instead.
+
+    Utility function to find local low/high field variable coordinates on a
+    contour map. To classify as a local high, the data point must be greater
+    than highval, and to classify as a local low, the data point must be less
+    than lowVal.
+
+    Parameters
+    ----------
+    da : :class:`xarray.DataArray`
+        Xarray data array containing the lat, lon, and field variable (ex. pressure) data values
+
+    highVal : int
+        Data value that the local high must be greater than to qualify as a "local high" location.
+        Default highVal is 0.
+
+    lowVal : int
+        Data value that the local low must be less than to qualify as a "local low" location.
+        Default lowVal is 1000.
+
+    eType : str
+        'Low' or 'High'
+        Determines which extrema are being found- minimum or maximum, respectively.
+        Default eType is 'Low'.
+
+    eps : float
+            Parameter supplied to sklearn.cluster.DBSCAN determining the maximum distance between two samples
+            for one to be considered as in the neighborhood of the other.
+            Default eps is 10.
+
+    Returns
+    -------
+    clusterExtremas : list
+        List of coordinate tuples in GPS form (lon in degrees, lat in degrees)
+        that specify local low/high locations
+
+    Examples
+    --------
+    All usage examples are within the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website <https://geocat-examples.readthedocs.io/en/latest/index.html>`_.
+
+    - `NCL_sat_1.py <https://geocat-examples.readthedocs.io/en/latest/gallery/MapProjections/NCL_sat_1.html?highlight=findlocalextrema>`_
+
+    - `NCL_sat_2.py <https://geocat-examples.readthedocs.io/en/latest/gallery/MapProjections/NCL_sat_2.html?highlight=findlocalextrema>`_
+    """
+
+    warnings.warn(
+        "This function is deprecated. Call `find_local_extrema` instead.")
+
+    return find_local_extrema(da, highVal, lowVal, eType, eps)
+
+
+def find_local_extrema(da: xr.DataArray,
+                       highVal: int = 0,
+                       lowVal: int = 1000,
+                       eType: str = 'Low',
+                       eps: float = 10) -> list:
     """Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
     than highval, and to classify as a local low, the data point must be less
@@ -983,6 +1039,71 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
+    """This function is deprecated. Call `plot_contour_labels` instead.
+
+    Utility function to plot contour labels by passing in a coordinate to
+    the clabel function.
+
+    This allows the user to specify the exact locations of the labels, rather than having matplotlib
+    plot them automatically.
+
+
+    Parameters
+    ----------
+    ax : :class:`matplotlib.axes.Axes`
+        Axis containing the contour set.
+
+    contours : :class:`matplotlib.contour.QuadContourSet`
+        Contour set that is being labeled.
+
+    transform : :class:`cartopy.crs.CRS`
+        Instance of CRS that represents the source coordinate system of coordinates.
+        (ex. ccrs.Geodetic()).
+
+    proj : :class:`cartopy.crs.CRS`
+        Projection 'ax' is defined by.
+        This is the instance of CRS that the coordinates will be transformed to.
+
+    clabel_locations : list
+        List of coordinate tuples in GPS form (lon in degrees, lat in degrees)
+        that specify where the contours with regular field variable values should be plotted.
+
+    fontsize : int
+        Font size of contour labels.
+
+    whitebbox : bool
+        Setting this to "True" will cause all labels to be plotted with white backgrounds
+
+    horizontal : bool
+        Setting this to "True" will cause the contour labels to be horizontal.
+
+    Returns
+    -------
+    cLabels : list
+        List of text instances of all contour labels
+
+    Examples
+    --------
+    All usage examples are within the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website <https://geocat-examples.readthedocs.io/en/latest/index.html>`_.
+
+    - `NCL_sat_1.py <https://geocat-examples.readthedocs.io/en/latest/gallery/MapProjections/NCL_sat_1.html?highlight=plotCLabels>`_
+    """
+
+    warnings.warn(
+        "This function is  deprecated. Call `plot_contour_labels` instead.")
+
+    return plot_contour_labels(ax, contours, transform, proj, clabel_locations,
+                               fontsize, whitebbox, horizontal)
+
+
+def plot_contour_labels(ax: matplotlib.axes.Axes,
+                        contours,
+                        transform: cartopy.crs.CRS,
+                        proj: cartopy.crs.CRS,
+                        clabel_locations: list = [],
+                        fontsize: int = 12,
+                        whitebbox: bool = False,
+                        horizontal: bool = False) -> list:
     """Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
 
@@ -1068,6 +1189,75 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
+    """This function is deprecated. Please use `plot_extrema_contour_labels`
+    instead.
+
+    Utility function to plot contour labels.
+
+    High/Low contour labels will be plotted using text boxes for more accurate label values
+    and placement.
+    This function is exemplified in the python version of https://www.ncl.ucar.edu/Applications/Images/sat_1_lg.png
+
+    Parameters
+    ----------
+    da : :class:`xarray.DataArray`
+        Xarray data array containing the lat, lon, and field variable data values.
+
+    transform : :class:`cartopy.crs.CRS`
+        Instance of CRS that represents the source coordinate system of coordinates.
+        (ex. ccrs.Geodetic()).
+
+    proj : :class:`cartopy.crs.CRS`
+        Projection 'ax' is defined by.
+        This is the instance of CRS that the coordinates will be transformed to.
+
+    clabel_locations : list
+        List of coordinate tuples in GPS form (lon in degrees, lat in degrees)
+        that specify where the contour labels should be plotted.
+
+    label : str
+        ex. 'L' or 'H'
+        The data value will be plotted as a subscript of this label.
+
+    fontsize : int
+        Font size of regular contour labels.
+
+    horizontal : bool
+        Setting this to "True" will cause the contour labels to be horizontal.
+
+    whitebbox : bool
+        Setting this to "True" will cause all labels to be plotted with white backgrounds
+
+    Returns
+    -------
+    extremaLabels : list
+        List of text instances of all contour labels
+
+    Examples
+    --------
+    All usage examples are within the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website <https://geocat-examples.readthedocs.io/en/latest/index.html>`_.
+
+    - `NCL_sat_1.py <https://geocat-examples.readthedocs.io/en/latest/gallery/MapProjections/NCL_sat_1.html?highlight=plotELabels>`_
+
+    - `NCL_sat_2.py <https://geocat-examples.readthedocs.io/en/latest/gallery/MapProjections/NCL_sat_2.html?highlight=plotELabels>`_
+    """
+
+    warnings.warn(
+        "This function is deprecated. Please use `plot_extrema_contour_labels` instead."
+    )
+
+    return plot_extrema_contour_labels(da, transform, proj, clabel_locations,
+                                       label, fontsize, whitebbox, horizontal)
+
+
+def plot_extrema_contour_labels(da: xr.DataArray,
+                                transform: cartopy.crs.CRS,
+                                proj: cartopy.crs.CRS,
+                                clabel_locations: list = [],
+                                label: str = 'L',
+                                fontsize: int = 22,
+                                whitebbox: bool = False,
+                                horizontal: bool = True) -> list:
     """Utility function to plot contour labels.
 
     High/Low contour labels will be plotted using text boxes for more accurate label values

From 90ab4da92a79fe9460b4f800e5cd9841246767b7 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 11:32:49 -0600
Subject: [PATCH 02/29] add check for variable and function name conventions to
 pre-commit

---
 .github/workflows/pre-commit.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 5bee9aed..385a99eb 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -12,4 +12,5 @@ jobs:
     steps:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v3
-      - uses: pre-commit/action@v2.0.3
+      - run: pip install flake8 flake8-variables-names
+      - run: flake8 --select=VNE --show-source --statistics .

From 59990b71709a398fd535da95c66fe3dbb1964412 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 11:39:31 -0600
Subject: [PATCH 03/29] pep8

---
 docs/conf.py           | 68 ++++++++++++++++++++----------------------
 src/geocat/viz/util.py |  6 ++--
 2 files changed, 37 insertions(+), 37 deletions(-)

diff --git a/docs/conf.py b/docs/conf.py
index e17a7684..7aa83253 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -12,6 +12,8 @@
 #
 # -- Project information -----------------------------------------------------
 
+import datetime
+import geocat.viz as gv
 import os
 import sys
 import pathlib
@@ -22,8 +24,6 @@
 
 print("sys.path:", sys.path)
 
-import geocat.viz as gv
-
 LOGGER = logging.getLogger("conf")
 
 try:
@@ -45,12 +45,12 @@ def __getattr__(cls, name):
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
-#sys.path.insert(0, os.path.abspath('.'))
+# sys.path.insert(0, os.path.abspath('.'))
 
 # -- General configuration ------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
-#needs_sphinx = '1.0'
+# needs_sphinx = '1.0'
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
@@ -67,7 +67,7 @@ def __getattr__(cls, name):
     'sphinx.ext.extlinks',
 ]
 
-#mathjax_path = "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML"
+# mathjax_path = "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML"
 
 intersphinx_mapping = {
     'dask': ('https://docs.dask.org/en/latest/', None),
@@ -136,7 +136,7 @@ def __getattr__(cls, name):
 }
 
 # The encoding of source files.
-#source_encoding = 'utf-8-sig'
+# source_encoding = 'utf-8-sig'
 
 # The master toctree document.
 master_doc = 'index'
@@ -144,8 +144,6 @@ def __getattr__(cls, name):
 # General information about the project.
 project = u'GeoCAT-viz'
 
-import datetime
-
 current_year = datetime.datetime.now().year
 copyright = u'{}, University Corporation for Atmospheric Research'.format(
     current_year)
@@ -165,9 +163,9 @@ def __getattr__(cls, name):
 
 # There are two options for replacing |today|: either, you set today to some
 # non-false value, then it is used:
-#today = ''
+# today = ''
 # Else, today_fmt is used as the format for a strftime call.
-#today_fmt = '%B %d, %Y'
+# today_fmt = '%B %d, %Y'
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
@@ -176,27 +174,27 @@ def __getattr__(cls, name):
 
 # The reST default role (used for this markup: `text`) to use for all
 # documents.
-#default_role = None
+# default_role = None
 
 # If true, '()' will be appended to :func: etc. cross-reference text.
-#add_function_parentheses = True
+# add_function_parentheses = True
 
 # If true, the current module name will be prepended to all description
 # unit titles (such as .. function::).
-#add_module_names = True
+# add_module_names = True
 
 # If true, sectionauthor and moduleauthor directives will be shown in the
 # output. They are ignored by default.
-#show_authors = False
+# show_authors = False
 
 # The name of the Pygments (syntax highlighting) style to use.
 pygments_style = 'sphinx'
 
 # A list of ignored prefixes for module index sorting.
-#modindex_common_prefix = []
+# modindex_common_prefix = []
 
 # If true, keep warnings as "system message" paragraphs in the built documents.
-#keep_warnings = False
+# keep_warnings = False
 
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = False
@@ -230,14 +228,14 @@ def __getattr__(cls, name):
 )
 
 # Add any paths that contain custom themes here, relative to this directory.
-#html_theme_path = []
+# html_theme_path = []
 
 # The name for this set of Sphinx documents.
 # "<project> v<release> documentation" by default.
-#html_title = u'geocat-viz v0.1'
+# html_title = u'geocat-viz v0.1'
 
 # A shorter title for the navigation bar.  Default is the same as html_title.
-#html_short_title = None
+# html_short_title = None
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
@@ -257,64 +255,64 @@ def __getattr__(cls, name):
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
 # directly to the root of the documentation.
-#html_extra_path = []
+# html_extra_path = []
 
 # If not None, a 'Last updated on:' timestamp is inserted at every page
 # bottom, using the given strftime format.
 # The empty string is equivalent to '%b %d, %Y'.
-#html_last_updated_fmt = None
+# html_last_updated_fmt = None
 
 # If true, SmartyPants will be used to convert quotes and dashes to
 # typographically correct entities.
-#html_use_smartypants = True
+# html_use_smartypants = True
 
 # Custom sidebar templates, maps document names to template names.
-#html_sidebars = {}
+# html_sidebars = {}
 
 # Additional templates that should be rendered to pages, maps page names to
 # template names.
-#html_additional_pages = {}
+# html_additional_pages = {}
 
 # If false, no module index is generated.
-#html_domain_indices = True
+# html_domain_indices = True
 
 # If false, no index is generated.
-#html_use_index = True
+# html_use_index = True
 
 # If true, the index is split into individual pages for each letter.
-#html_split_index = False
+# html_split_index = False
 
 # If true, links to the reST sources are added to the pages.
-#html_show_sourcelink = True
+# html_show_sourcelink = True
 
 # If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
-#html_show_sphinx = True
+# html_show_sphinx = True
 
 # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
-#html_show_copyright = True
+# html_show_copyright = True
 
 # If true, an OpenSearch description file will be output, and all pages will
 # contain a <link> tag referring to it.  The value of this option must be the
 # base URL from which the finished HTML is served.
-#html_use_opensearch = ''
+# html_use_opensearch = ''
 
 # This is the file name suffix for HTML files (e.g. ".xhtml").
-#html_file_suffix = None
+# html_file_suffix = None
 
 # Language to be used for generating the HTML full-text search index.
 # Sphinx supports the following languages:
 #   'da', 'de', 'en', 'es', 'fi', 'fr', 'hu', 'it', 'ja'
 #   'nl', 'no', 'pt', 'ro', 'ru', 'sv', 'tr', 'zh'
-#html_search_language = 'en'
+# html_search_language = 'en'
 
 # A dictionary with options for the search language support, empty by default.
 # 'ja' uses this config value.
 # 'zh' user can custom change `jieba` dictionary path.
-#html_search_options = {'type': 'default'}
+# html_search_options = {'type': 'default'}
 
 # The name of a javascript file (relative to the configuration directory) that
 # implements a search results scorer. If empty, the default will be used.
-#html_search_scorer = 'scorer.js'
+# html_search_scorer = 'scorer.js'
 
 # Output file base name for HTML help builder.
 htmlhelp_basename = 'geocat-vizdoc'
diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 9d60588d..30db5ba5 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -833,7 +833,8 @@ def set_map_boundary(ax: matplotlib.axes.Axes,
                    [(lon_range[1], lat) for lat in range(lat_range[0], lat_range[1] + 1, res)] + \
                    [(lon, lat_range[1]) for lon in range(lon_range[1], -180 - 1, -res)] + \
                    [(lon, lat_range[1]) for lon in range(180, lon_range[0] - 1, -res)] + \
-                   [(lon_range[0], lat) for lat in range(lat_range[1], lat_range[0] - 1, -res)]
+                   [(lon_range[0], lat)
+                    for lat in range(lat_range[1], lat_range[0] - 1, -res)]
         path = mpath.Path(vertices)
     elif ((lon_range[0] == 180 or lon_range[0] == -180) and
           (lon_range[1] == 180 or lon_range[1] == -180)):
@@ -843,7 +844,8 @@ def set_map_boundary(ax: matplotlib.axes.Axes,
         vertices = [(lon, lat_range[0]) for lon in range(lon_range[0], lon_range[1] + 1, res)] + \
                    [(lon_range[1], lat) for lat in range(lat_range[0], lat_range[1] + 1, res)] + \
                    [(lon, lat_range[1]) for lon in range(lon_range[1], lon_range[0] - 1, -res)] + \
-                   [(lon_range[0], lat) for lat in range(lat_range[1], lat_range[0] - 1, -res)]
+                   [(lon_range[0], lat)
+                    for lat in range(lat_range[1], lat_range[0] - 1, -res)]
         path = mpath.Path(vertices)
 
     proj_to_data = ccrs.PlateCarree()._as_mpl_transform(ax) - ax.transData

From aa44cb2fc53ded88dac6e9522e031168120a4dab Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 11:58:44 -0600
Subject: [PATCH 04/29] change variable names to be happy with new flake8 rule

---
 .github/workflows/pre-commit.yml |  2 +-
 src/geocat/viz/taylor.py         | 38 +++++++++++------------
 src/geocat/viz/util.py           | 52 ++++++++++++++++----------------
 3 files changed, 46 insertions(+), 46 deletions(-)

diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 385a99eb..03e3ebf7 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -13,4 +13,4 @@ jobs:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v3
       - run: pip install flake8 flake8-variables-names
-      - run: flake8 --select=VNE --show-source --statistics .
+      - run: flake8 --select=VNE --show-source --statistics --ignore VNE003 .
diff --git a/src/geocat/viz/taylor.py b/src/geocat/viz/taylor.py
index 3100a89a..f4abde50 100644
--- a/src/geocat/viz/taylor.py
+++ b/src/geocat/viz/taylor.py
@@ -159,20 +159,20 @@ def __init__(self,
         self.ax = ax.get_aux_axes(tr)  # Polar coordinates
 
         # Add reference point stddev contour
-        t = np.linspace(0, np.pi / 2)
-        r = np.zeros_like(t) + self.refstd
-        h, = self.ax.plot(t,
-                          r,
-                          linewidth=1,
-                          linestyle=(0, (9, 5)),
-                          color='black',
-                          zorder=1)
+        t_array = np.linspace(0, np.pi / 2)
+        r_array = np.zeros_like(t_array) + self.refstd
+        h_plot, = self.ax.plot(t_array,
+                               r_array,
+                               linewidth=1,
+                               linestyle=(0, (9, 5)),
+                               color='black',
+                               zorder=1)
 
         # Set aspect ratio
         self.ax.set_aspect('equal')
 
         # Store the reference line
-        self.referenceLine = h
+        self.referenceLine = h_plot
 
         # Collect sample points for latter use (e.g. legend)
         self.modelMarkerSet = []
@@ -317,8 +317,8 @@ def add_model_set(self,
         else:
             label = kwargs.get('label')
             if percent_bias_on:
-                handle = plt.scatter(1, 2, color=color, label=label)
-                self.modelMarkerSet.append(handle)
+                plot_handle = plt.scatter(1, 2, color=color, label=label)
+                self.modelMarkerSet.append(plot_handle)
 
         # Annotate model markers if annotate_on is True
         if annotate_on:
@@ -461,15 +461,15 @@ def add_ygrid(self,
          - `NCL_taylor_2.py <https://geocat-examples.readthedocs.io/en/latest/gallery/TaylorDiagrams/NCL_taylor_2.html?highlight=add_ygrid>`_
         """
 
-        t = np.linspace(0, np.pi / 2)
+        t_array = np.linspace(0, np.pi / 2)
         for value in arr:
-            r = np.zeros_like(t) + value
-            h, = self.ax.plot(t,
-                              r,
-                              color=color,
-                              linestyle=linestyle,
-                              linewidth=linewidth,
-                              **kwargs)
+            r_array = np.zeros_like(t_array) + value
+            h_plot, = self.ax.plot(t_array,
+                                   r_array,
+                                   color=color,
+                                   linestyle=linestyle,
+                                   linewidth=linewidth,
+                                   **kwargs)
 
     def add_grid(self, *args, **kwargs):
         """Add a grid.
diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 30db5ba5..27527826 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -639,7 +639,7 @@ def set_axes_limits_and_ticks(
 def truncate_colormap(cmap: matplotlib.colors.Colormap,
                       minval: typing.Union[int, float] = 0.0,
                       maxval: typing.Union[int, float] = 1.0,
-                      n: int = 100,
+                      num_values: int = 100,
                       name: str = None):
     """Utility function that truncates a colormap. Registers the new colormap
     by name in plt.cm, and also returns the updated map.
@@ -657,7 +657,7 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
     maxval : int, float
         Maximum value to be used for truncation of the color map.
 
-    n : int
+    num_values : int
         Number of color values in the new color map.
 
     name : str
@@ -682,7 +682,7 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
                                                    b=maxval)
     new_cmap = mpl.colors.LinearSegmentedColormap.from_list(
         name=name,
-        colors=cmap(np.linspace(minval, maxval, n)),
+        colors=cmap(np.linspace(minval, maxval, num_values)),
     )
     cm.register_cmap(name, new_cmap)
     return new_cmap
@@ -1012,19 +1012,19 @@ def find_local_extrema(da: xr.DataArray,
     for key in coordsAndLabels:
 
         # Create array to hold all the field variable values for that cluster
-        datavals = []
+        data_vals = []
         for coord in coordsAndLabels[key]:
             # Find pressure data at that coordinate
             cond = np.logical_and(coordarr[:, :, 0] == coord[0],
                                   coordarr[:, :, 1] == coord[1])
             x, y = np.where(cond)
-            datavals.append(da.data[x[0]][y[0]])
+            data_vals.append(da.data[x[0]][y[0]])
 
         # Find the index of the smallest/greatest field variable value of each cluster
         if eType == 'Low':
-            index = np.argmin(np.array(datavals))
+            index = np.argmin(np.array(data_vals))
         if eType == 'High':
-            index = np.argmax(np.array(datavals))
+            index = np.argmax(np.array(data_vals))
 
         # Append the coordinate corresponding to that index to the array to be returned
         clusterExtremas.append(
@@ -1328,19 +1328,19 @@ def plot_extrema_contour_labels(da: xr.DataArray,
         np.array([x[1] for x in clabel_locations]))
     transformed_locations = [(x[0], x[1]) for x in clabel_points]
 
-    for x in range(len(transformed_locations)):
+    for loc in range(len(transformed_locations)):
 
         try:
             # Find field variable data at that coordinate
-            coord = clabel_locations[x]
+            coord = clabel_locations[loc]
             cond = np.logical_and(coordarr[:, :, 0] == coord[0],
                                   coordarr[:, :, 1] == coord[1])
-            z, y = np.where(cond)
-            p = int(round(da.data[z[0]][y[0]]))
+            z_loc, y_loc = np.where(cond)
+            p_loc = int(round(da.data[z_loc[0]][y_loc[0]]))
 
-            lab = plt.text(transformed_locations[x][0],
-                           transformed_locations[x][1],
-                           label + "$_{" + str(p) + "}$",
+            lab = plt.text(transformed_locations[loc][0],
+                           transformed_locations[loc][1],
+                           label + "$_{" + str(p_loc) + "}$",
                            fontsize=fontsize,
                            horizontalalignment='center',
                            verticalalignment='center')
@@ -1432,19 +1432,19 @@ def set_vector_density(data: xr.DataArray,
         return ds
 
 
-def get_skewt_vars(p: Quantity, tc: Quantity, tdc: Quantity,
-                   pro: Quantity) -> str:
+def get_skewt_vars(pressure: Quantity, temp_parcel: Quantity,
+                   temp_dewpoint: Quantity, pro: Quantity) -> str:
     """This function processes the dataset values and returns a string element
     which can be used as a subtitle to replicate the styles of NCL Skew-T
     Diagrams.
 
     Parameters
     ----------
-    p : :class:`pint.Quantity`
+    pressure : :class:`pint.Quantity`
         Pressure level input from dataset
-    tc : :class:`pint.Quantity`
+    temp_parcel : :class:`pint.Quantity`
         Temperature for parcel from dataset
-    tdc : :class:`pint.Quantity`
+    temp_dewpoint : :class:`pint.Quantity`
         Dew point temperature for parcel from dataset
     pro : :class:`pint.Quantity`
         Parcel profile temperature converted to degC
@@ -1473,32 +1473,32 @@ def get_skewt_vars(p: Quantity, tc: Quantity, tdc: Quantity,
     """
 
     # CAPE
-    cape = mpcalc.cape_cin(p, tc, tdc, pro)
+    cape = mpcalc.cape_cin(pressure, temp_parcel, temp_dewpoint, pro)
     cape = cape[0].magnitude
 
     # Precipitable Water
-    pwat = mpcalc.precipitable_water(p, tdc)
+    pwat = mpcalc.precipitable_water(pressure, temp_dewpoint)
     pwat = (pwat.magnitude / 10) * units.cm  # Convert mm to cm
     pwat = pwat.magnitude
 
     # Pressure and temperature of lcl
-    lcl = mpcalc.lcl(p[0], tc[0], tdc[0])
+    lcl = mpcalc.lcl(pressure[0], temp_parcel[0], temp_dewpoint[0])
     plcl = lcl[0].magnitude
     tlcl = lcl[1].magnitude
 
     # Showalter index
-    shox = mpcalc.showalter_index(p, tc, tdc)
+    shox = mpcalc.showalter_index(pressure, temp_parcel, temp_dewpoint)
     shox = shox[0].magnitude
 
     # Place calculated values in iterable list
-    vals = [plcl, tlcl, shox, pwat, cape]
-    vals = np.round(vals).astype(int)
+    val_list = [plcl, tlcl, shox, pwat, cape]
+    val_ints = np.round(val_list).astype(int)
 
     # Define variable names for calculated values
     names = ['Plcl=', 'Tlcl[C]=', 'Shox=', 'Pwat[cm]=', 'Cape[J]=']
 
     # Combine the list of values with their corresponding labels
-    lst = list(chain.from_iterable(zip(names, vals)))
+    lst = list(chain.from_iterable(zip(names, val_ints)))
     lst = map(str, lst)
 
     # Create one large string for later plotting use

From c223ee1204f2fbe7e4acbf4ba1189f1544ba7345 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 12:01:47 -0600
Subject: [PATCH 05/29] add snakecase rule

---
 .github/workflows/pre-commit.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 03e3ebf7..e8a6a8bf 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -13,4 +13,4 @@ jobs:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v3
       - run: pip install flake8 flake8-variables-names
-      - run: flake8 --select=VNE --show-source --statistics --ignore VNE003 .
+      - run: flake8 --select=VNE,N802 --show-source --statistics --ignore VNE003 .

From bd58c85d9445064e05ea3ff7e4283b846c416c8e Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 12:06:11 -0600
Subject: [PATCH 06/29] undo auatopep8 changes to conf

---
 docs/conf.py | 66 ++++++++++++++++++++++++++--------------------------
 1 file changed, 33 insertions(+), 33 deletions(-)

diff --git a/docs/conf.py b/docs/conf.py
index 7aa83253..5cb1b961 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -45,12 +45,12 @@ def __getattr__(cls, name):
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
-# sys.path.insert(0, os.path.abspath('.'))
+#sys.path.insert(0, os.path.abspath('.'))
 
 # -- General configuration ------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
-# needs_sphinx = '1.0'
+#needs_sphinx = '1.0'
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
@@ -67,7 +67,7 @@ def __getattr__(cls, name):
     'sphinx.ext.extlinks',
 ]
 
-# mathjax_path = "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML"
+#mathjax_path = "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML"
 
 intersphinx_mapping = {
     'dask': ('https://docs.dask.org/en/latest/', None),
@@ -128,7 +128,7 @@ def __getattr__(cls, name):
 
 # The suffix(es) of source filenames.
 # You can specify multiple suffix as a list of string:
-# source_suffix = ['.rst', '.md']
+#source_suffix = ['.rst', '.md']
 source_suffix = {
     '.rst': 'restructuredtext',
     '.ipynb': 'myst-nb',
@@ -136,7 +136,7 @@ def __getattr__(cls, name):
 }
 
 # The encoding of source files.
-# source_encoding = 'utf-8-sig'
+#source_encoding = 'utf-8-sig'
 
 # The master toctree document.
 master_doc = 'index'
@@ -163,9 +163,9 @@ def __getattr__(cls, name):
 
 # There are two options for replacing |today|: either, you set today to some
 # non-false value, then it is used:
-# today = ''
+#today = ''
 # Else, today_fmt is used as the format for a strftime call.
-# today_fmt = '%B %d, %Y'
+#today_fmt = '%B %d, %Y'
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
@@ -174,27 +174,27 @@ def __getattr__(cls, name):
 
 # The reST default role (used for this markup: `text`) to use for all
 # documents.
-# default_role = None
+#default_role = None
 
 # If true, '()' will be appended to :func: etc. cross-reference text.
-# add_function_parentheses = True
+#add_function_parentheses = True
 
 # If true, the current module name will be prepended to all description
 # unit titles (such as .. function::).
-# add_module_names = True
+#add_module_names = True
 
 # If true, sectionauthor and moduleauthor directives will be shown in the
 # output. They are ignored by default.
-# show_authors = False
+#show_authors = False
 
 # The name of the Pygments (syntax highlighting) style to use.
 pygments_style = 'sphinx'
 
 # A list of ignored prefixes for module index sorting.
-# modindex_common_prefix = []
+#modindex_common_prefix = []
 
 # If true, keep warnings as "system message" paragraphs in the built documents.
-# keep_warnings = False
+#keep_warnings = False
 
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = False
@@ -228,14 +228,14 @@ def __getattr__(cls, name):
 )
 
 # Add any paths that contain custom themes here, relative to this directory.
-# html_theme_path = []
+#html_theme_path = []
 
 # The name for this set of Sphinx documents.
 # "<project> v<release> documentation" by default.
-# html_title = u'geocat-viz v0.1'
+#html_title = u'geocat-viz v0.1'
 
 # A shorter title for the navigation bar.  Default is the same as html_title.
-# html_short_title = None
+#html_short_title = None
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
@@ -255,64 +255,64 @@ def __getattr__(cls, name):
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
 # directly to the root of the documentation.
-# html_extra_path = []
+#html_extra_path = []
 
 # If not None, a 'Last updated on:' timestamp is inserted at every page
 # bottom, using the given strftime format.
 # The empty string is equivalent to '%b %d, %Y'.
-# html_last_updated_fmt = None
+#html_last_updated_fmt = None
 
 # If true, SmartyPants will be used to convert quotes and dashes to
 # typographically correct entities.
-# html_use_smartypants = True
+#html_use_smartypants = True
 
 # Custom sidebar templates, maps document names to template names.
-# html_sidebars = {}
+#html_sidebars = {}
 
 # Additional templates that should be rendered to pages, maps page names to
 # template names.
-# html_additional_pages = {}
+#html_additional_pages = {}
 
 # If false, no module index is generated.
-# html_domain_indices = True
+#html_domain_indices = True
 
 # If false, no index is generated.
-# html_use_index = True
+#html_use_index = True
 
 # If true, the index is split into individual pages for each letter.
-# html_split_index = False
+#html_split_index = False
 
 # If true, links to the reST sources are added to the pages.
-# html_show_sourcelink = True
+#html_show_sourcelink = True
 
 # If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
-# html_show_sphinx = True
+#html_show_sphinx = True
 
 # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
-# html_show_copyright = True
+#html_show_copyright = True
 
 # If true, an OpenSearch description file will be output, and all pages will
 # contain a <link> tag referring to it.  The value of this option must be the
 # base URL from which the finished HTML is served.
-# html_use_opensearch = ''
+#html_use_opensearch = ''
 
 # This is the file name suffix for HTML files (e.g. ".xhtml").
-# html_file_suffix = None
+#html_file_suffix = None
 
 # Language to be used for generating the HTML full-text search index.
 # Sphinx supports the following languages:
 #   'da', 'de', 'en', 'es', 'fi', 'fr', 'hu', 'it', 'ja'
 #   'nl', 'no', 'pt', 'ro', 'ru', 'sv', 'tr', 'zh'
-# html_search_language = 'en'
+#html_search_language = 'en'
 
 # A dictionary with options for the search language support, empty by default.
 # 'ja' uses this config value.
 # 'zh' user can custom change `jieba` dictionary path.
-# html_search_options = {'type': 'default'}
+#html_search_options = {'type': 'default'}
 
 # The name of a javascript file (relative to the configuration directory) that
 # implements a search results scorer. If empty, the default will be used.
-# html_search_scorer = 'scorer.js'
+#html_search_scorer = 'scorer.js'
 
 # Output file base name for HTML help builder.
 htmlhelp_basename = 'geocat-vizdoc'
@@ -324,7 +324,7 @@ def __getattr__(cls, name):
 nb_execution_mode = "off"
 
 # generate warning for all invalid links
-# nitpicky = True
+#nitpicky = True
 
 
 # Allow for changes to be made to the css in the theme_overrides file

From 5f85863f0e8a4e0e94e036e6b8cab5c30f535ed3 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 12:08:35 -0600
Subject: [PATCH 07/29] add line back

---
 .github/workflows/pre-commit.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index e8a6a8bf..61463fc9 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -12,5 +12,6 @@ jobs:
     steps:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v3
+      - uses: pre-commit/action@v2.0.3
       - run: pip install flake8 flake8-variables-names
       - run: flake8 --select=VNE,N802 --show-source --statistics --ignore VNE003 .

From 557a40f824767a168bda68b2fa889ef55df94e75 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 14:47:10 -0600
Subject: [PATCH 08/29] add n kwarg back in, to be depricated in two release
 cycles

---
 src/geocat/viz/util.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 27527826..9e295c87 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -639,6 +639,7 @@ def set_axes_limits_and_ticks(
 def truncate_colormap(cmap: matplotlib.colors.Colormap,
                       minval: typing.Union[int, float] = 0.0,
                       maxval: typing.Union[int, float] = 1.0,
+                      n: int = 100,
                       num_values: int = 100,
                       name: str = None):
     """Utility function that truncates a colormap. Registers the new colormap
@@ -659,6 +660,7 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
 
     num_values : int
         Number of color values in the new color map.
+        Replacing to be deprecated kwarg `n`.
 
     name : str
         Optional name of the new color map. If not set, a new name is generated by using the name of the input
@@ -680,6 +682,11 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
         name = "trunc({n},{a:.2f},{b:.2f})".format(n=cmap.name,
                                                    a=minval,
                                                    b=maxval)
+    
+    if n and not num_values:
+        warnings.warn("Keword argument `n` is deprecated. Please use `num_values` instead")
+        num_values = n
+
     new_cmap = mpl.colors.LinearSegmentedColormap.from_list(
         name=name,
         colors=cmap(np.linspace(minval, maxval, num_values)),

From d1d09bb540e59427e9d2cf906abb721b399aca4f Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 14:48:38 -0600
Subject: [PATCH 09/29] pre-commit

---
 src/geocat/viz/util.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 9e295c87..ffcc9637 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -682,9 +682,11 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
         name = "trunc({n},{a:.2f},{b:.2f})".format(n=cmap.name,
                                                    a=minval,
                                                    b=maxval)
-    
+
     if n and not num_values:
-        warnings.warn("Keword argument `n` is deprecated. Please use `num_values` instead")
+        warnings.warn(
++            "Keword argument `n` is deprecated. Please use `num_values` instead"
++        )
         num_values = n
 
     new_cmap = mpl.colors.LinearSegmentedColormap.from_list(

From c14d505a17b1bc7d30abc300bbb377af927d5f60 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 14:49:44 -0600
Subject: [PATCH 10/29] oops

---
 src/geocat/viz/util.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index ffcc9637..1046b314 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -685,8 +685,8 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
 
     if n and not num_values:
         warnings.warn(
-+            "Keword argument `n` is deprecated. Please use `num_values` instead"
-+        )
+            "Keword argument `n` is deprecated. Please use `num_values` instead"
+        )
         num_values = n
 
     new_cmap = mpl.colors.LinearSegmentedColormap.from_list(

From 8a786e8c4257f0171e13c313ad848a2a5836375f Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 15:37:12 -0600
Subject: [PATCH 11/29] ignore one letter char name rule for now

---
 .github/workflows/pre-commit.yml |  2 +-
 src/geocat/viz/util.py           | 13 ++-----------
 2 files changed, 3 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 61463fc9..277ff096 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -14,4 +14,4 @@ jobs:
       - uses: actions/setup-python@v3
       - uses: pre-commit/action@v2.0.3
       - run: pip install flake8 flake8-variables-names
-      - run: flake8 --select=VNE,N802 --show-source --statistics --ignore VNE003 .
+      - run: flake8 --select=VNE,N802 --show-source --statistics --ignore VNE001,VNE003 .
diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 1046b314..b42e7c31 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -640,7 +640,6 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
                       minval: typing.Union[int, float] = 0.0,
                       maxval: typing.Union[int, float] = 1.0,
                       n: int = 100,
-                      num_values: int = 100,
                       name: str = None):
     """Utility function that truncates a colormap. Registers the new colormap
     by name in plt.cm, and also returns the updated map.
@@ -658,9 +657,8 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
     maxval : int, float
         Maximum value to be used for truncation of the color map.
 
-    num_values : int
+    n : int
         Number of color values in the new color map.
-        Replacing to be deprecated kwarg `n`.
 
     name : str
         Optional name of the new color map. If not set, a new name is generated by using the name of the input
@@ -682,16 +680,9 @@ def truncate_colormap(cmap: matplotlib.colors.Colormap,
         name = "trunc({n},{a:.2f},{b:.2f})".format(n=cmap.name,
                                                    a=minval,
                                                    b=maxval)
-
-    if n and not num_values:
-        warnings.warn(
-            "Keword argument `n` is deprecated. Please use `num_values` instead"
-        )
-        num_values = n
-
     new_cmap = mpl.colors.LinearSegmentedColormap.from_list(
         name=name,
-        colors=cmap(np.linspace(minval, maxval, num_values)),
+        colors=cmap(np.linspace(minval, maxval, n)),
     )
     cm.register_cmap(name, new_cmap)
     return new_cmap

From 5711123b822a623fc69c649b6638cb980d4c11c1 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 15:43:32 -0600
Subject: [PATCH 12/29] rename to plot_extrema_labels

---
 src/geocat/viz/util.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index b42e7c31..49ced771 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1191,10 +1191,10 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    """This function is deprecated. Please use `plot_extrema_contour_labels`
+    """This function is deprecated. Please use `plot_extrema_labels`
     instead.
 
-    Utility function to plot contour labels.
+    Utility function to plot high/low contour labels.
 
     High/Low contour labels will be plotted using text boxes for more accurate label values
     and placement.
@@ -1245,14 +1245,14 @@ def plotELabels(da: xr.DataArray,
     """
 
     warnings.warn(
-        "This function is deprecated. Please use `plot_extrema_contour_labels` instead."
+        "This function is deprecated. Please use `plot_extrema_labels` instead."
     )
 
-    return plot_extrema_contour_labels(da, transform, proj, clabel_locations,
+    return plot_extrema_labels(da, transform, proj, clabel_locations,
                                        label, fontsize, whitebbox, horizontal)
 
 
-def plot_extrema_contour_labels(da: xr.DataArray,
+def plot_extrema_labels(da: xr.DataArray,
                                 transform: cartopy.crs.CRS,
                                 proj: cartopy.crs.CRS,
                                 clabel_locations: list = [],

From 4b180ac6b675b61d8e7049477c283a9bc072861b Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 11 May 2023 16:02:42 -0600
Subject: [PATCH 13/29] change clabel_locations and plot skew t args

---
 src/geocat/viz/util.py | 45 +++++++++++++++++++++---------------------
 1 file changed, 22 insertions(+), 23 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 49ced771..158e43e2 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1191,8 +1191,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    """This function is deprecated. Please use `plot_extrema_labels`
-    instead.
+    """This function is deprecated. Please use `plot_extrema_labels` instead.
 
     Utility function to plot high/low contour labels.
 
@@ -1248,18 +1247,18 @@ def plotELabels(da: xr.DataArray,
         "This function is deprecated. Please use `plot_extrema_labels` instead."
     )
 
-    return plot_extrema_labels(da, transform, proj, clabel_locations,
-                                       label, fontsize, whitebbox, horizontal)
+    return plot_extrema_labels(da, transform, proj, clabel_locations, label,
+                               fontsize, whitebbox, horizontal)
 
 
 def plot_extrema_labels(da: xr.DataArray,
-                                transform: cartopy.crs.CRS,
-                                proj: cartopy.crs.CRS,
-                                clabel_locations: list = [],
-                                label: str = 'L',
-                                fontsize: int = 22,
-                                whitebbox: bool = False,
-                                horizontal: bool = True) -> list:
+                        transform: cartopy.crs.CRS,
+                        proj: cartopy.crs.CRS,
+                        label_locations: list = [],
+                        label: str = 'L',
+                        fontsize: int = 22,
+                        whitebbox: bool = False,
+                        horizontal: bool = True) -> list:
     """Utility function to plot contour labels.
 
     High/Low contour labels will be plotted using text boxes for more accurate label values
@@ -1279,7 +1278,7 @@ def plot_extrema_labels(da: xr.DataArray,
         Projection 'ax' is defined by.
         This is the instance of CRS that the coordinates will be transformed to.
 
-    clabel_locations : list
+    label_locations : list
         List of coordinate tuples in GPS form (lon in degrees, lat in degrees)
         that specify where the contour labels should be plotted.
 
@@ -1324,15 +1323,15 @@ def plot_extrema_labels(da: xr.DataArray,
 
     # Plot any low contour levels
     clabel_points = proj.transform_points(
-        transform, np.array([x[0] for x in clabel_locations]),
-        np.array([x[1] for x in clabel_locations]))
+        transform, np.array([x[0] for x in label_locations]),
+        np.array([x[1] for x in label_locations]))
     transformed_locations = [(x[0], x[1]) for x in clabel_points]
 
     for loc in range(len(transformed_locations)):
 
         try:
             # Find field variable data at that coordinate
-            coord = clabel_locations[loc]
+            coord = label_locations[loc]
             cond = np.logical_and(coordarr[:, :, 0] == coord[0],
                                   coordarr[:, :, 1] == coord[1])
             z_loc, y_loc = np.where(cond)
@@ -1432,8 +1431,8 @@ def set_vector_density(data: xr.DataArray,
         return ds
 
 
-def get_skewt_vars(pressure: Quantity, temp_parcel: Quantity,
-                   temp_dewpoint: Quantity, pro: Quantity) -> str:
+def get_skewt_vars(pressure: Quantity, temperature: Quantity,
+                   dewpoint: Quantity, pro: Quantity) -> str:
     """This function processes the dataset values and returns a string element
     which can be used as a subtitle to replicate the styles of NCL Skew-T
     Diagrams.
@@ -1442,9 +1441,9 @@ def get_skewt_vars(pressure: Quantity, temp_parcel: Quantity,
     ----------
     pressure : :class:`pint.Quantity`
         Pressure level input from dataset
-    temp_parcel : :class:`pint.Quantity`
+    temperature : :class:`pint.Quantity`
         Temperature for parcel from dataset
-    temp_dewpoint : :class:`pint.Quantity`
+    dewpoint : :class:`pint.Quantity`
         Dew point temperature for parcel from dataset
     pro : :class:`pint.Quantity`
         Parcel profile temperature converted to degC
@@ -1473,21 +1472,21 @@ def get_skewt_vars(pressure: Quantity, temp_parcel: Quantity,
     """
 
     # CAPE
-    cape = mpcalc.cape_cin(pressure, temp_parcel, temp_dewpoint, pro)
+    cape = mpcalc.cape_cin(pressure, temperature, dewpoint, pro)
     cape = cape[0].magnitude
 
     # Precipitable Water
-    pwat = mpcalc.precipitable_water(pressure, temp_dewpoint)
+    pwat = mpcalc.precipitable_water(pressure, dewpoint)
     pwat = (pwat.magnitude / 10) * units.cm  # Convert mm to cm
     pwat = pwat.magnitude
 
     # Pressure and temperature of lcl
-    lcl = mpcalc.lcl(pressure[0], temp_parcel[0], temp_dewpoint[0])
+    lcl = mpcalc.lcl(pressure[0], temperature[0], dewpoint[0])
     plcl = lcl[0].magnitude
     tlcl = lcl[1].magnitude
 
     # Showalter index
-    shox = mpcalc.showalter_index(pressure, temp_parcel, temp_dewpoint)
+    shox = mpcalc.showalter_index(pressure, temperature, dewpoint)
     shox = shox[0].magnitude
 
     # Place calculated values in iterable list

From db3d29c02c91202bda02cb3bcd4d6b9f790de89a Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 09:21:29 -0600
Subject: [PATCH 14/29] no more flake8

---
 .github/workflows/pre-commit.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 277ff096..5bee9aed 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -13,5 +13,3 @@ jobs:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v3
       - uses: pre-commit/action@v2.0.3
-      - run: pip install flake8 flake8-variables-names
-      - run: flake8 --select=VNE,N802 --show-source --statistics --ignore VNE001,VNE003 .

From 54ca5c31feda34b8b3af137de03d1e99928c8da4 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 09:28:32 -0600
Subject: [PATCH 15/29] do deprecations how comp does

---
 src/geocat/viz/util.py | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 158e43e2..26e97519 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -863,7 +863,9 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    """This function is deprecated. Call `find_local_extrema` instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to
+    naming conventions. Use `find_local_extrema <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.find_local_extrema.html>`__
+    instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -1041,7 +1043,9 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    """This function is deprecated. Call `plot_contour_labels` instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to
+    naming conventions. Use `plot_contour_levels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_contour_levels.html>`__
+    instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1191,7 +1195,9 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    """This function is deprecated. Please use `plot_extrema_labels` instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to
+    naming conventions. Use `plot_extrema_labels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels.html>`__
+    instead.
 
     Utility function to plot high/low contour labels.
 

From 1e7627923f37dc8f4c479f426d6e369432e4547b Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 09:31:55 -0600
Subject: [PATCH 16/29] add deprecated fxs to index.rst

---
 docs/user_api/index.rst | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/docs/user_api/index.rst b/docs/user_api/index.rst
index ff97e86d..b7cbc012 100644
--- a/docs/user_api/index.rst
+++ b/docs/user_api/index.rst
@@ -51,3 +51,16 @@ GeoCAT-viz Utility Functions
    set_vector_density
 
    get_skewt_vars
+
+Deprecated Functions
+--------------------
+Util
+^^^^^^^^^^^^^
+.. currentmodule:: geocat.viz.util
+.. autosummary::
+   :nosignatures:
+   :toctree: ./generated/
+
+   findLocalExtrema
+   plotCLabels
+   plotELabels

From a19416f84c4a438193309ea7624781fd3865142b Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 09:34:06 -0600
Subject: [PATCH 17/29] make link prettier

---
 src/geocat/viz/util.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 26e97519..ad28347a 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1203,7 +1203,7 @@ def plotELabels(da: xr.DataArray,
 
     High/Low contour labels will be plotted using text boxes for more accurate label values
     and placement.
-    This function is exemplified in the python version of https://www.ncl.ucar.edu/Applications/Images/sat_1_lg.png
+    This function is exemplified in the python version of `sat_1_lg <https://www.ncl.ucar.edu/Applications/Images/sat_1_lg.png>`__
 
     Parameters
     ----------

From 2d24f3450b27e0d4a611040e440755a465608db1 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 09:54:57 -0600
Subject: [PATCH 18/29] add new function names to index.rst

---
 docs/user_api/index.rst | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/user_api/index.rst b/docs/user_api/index.rst
index b7cbc012..ba6df7f1 100644
--- a/docs/user_api/index.rst
+++ b/docs/user_api/index.rst
@@ -42,11 +42,11 @@ GeoCAT-viz Utility Functions
 
    set_map_boundary
 
-   findLocalExtrema
+   find_local_extrema
 
-   plotCLabels
+   plot_contour_labels
 
-   plotELabels
+   plot_extrema_labels
 
    set_vector_density
 

From 1763ff9531353066629179af327e35d83e13bbcf Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 09:56:29 -0600
Subject: [PATCH 19/29] deprecated box rendering weirdly

---
 src/geocat/viz/util.py | 12 +++---------
 1 file changed, 3 insertions(+), 9 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index ad28347a..d04c37c5 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -863,9 +863,7 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to
-    naming conventions. Use `find_local_extrema <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.find_local_extrema.html>`__
-    instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.find_local_extrema.html>`__ instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -1043,9 +1041,7 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to
-    naming conventions. Use `plot_contour_levels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_contour_levels.html>`__
-    instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_contour_levels.html>`__ instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1195,9 +1191,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to
-    naming conventions. Use `plot_extrema_labels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels.html>`__
-    instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels.html>`__ instead.
 
     Utility function to plot high/low contour labels.
 

From 295ac5c0d32249aecf7cf34f4bcb764ba8f76463 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 12 May 2023 14:24:17 -0600
Subject: [PATCH 20/29] deprecated kwargs need to still work for a bit

---
 src/geocat/viz/util.py | 38 +++++++++++++++++++++++++++++++-------
 1 file changed, 31 insertions(+), 7 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index d04c37c5..92d1d36d 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1431,8 +1431,14 @@ def set_vector_density(data: xr.DataArray,
         return ds
 
 
-def get_skewt_vars(pressure: Quantity, temperature: Quantity,
-                   dewpoint: Quantity, pro: Quantity) -> str:
+def get_skewt_vars(pressure: Quantity = None,
+                   temperature: Quantity = None,
+                   dewpoint: Quantity = None,
+                   profile: Quantity = None,
+                   p: Quantity = None,
+                   tc: Quantity = None,
+                   tdc: Quantity = None,
+                   pro: Quantity = None) -> str:
     """This function processes the dataset values and returns a string element
     which can be used as a subtitle to replicate the styles of NCL Skew-T
     Diagrams.
@@ -1440,13 +1446,13 @@ def get_skewt_vars(pressure: Quantity, temperature: Quantity,
     Parameters
     ----------
     pressure : :class:`pint.Quantity`
-        Pressure level input from dataset
+        Pressure level input from dataset. Renamed from deprecated kwarg `p`.
     temperature : :class:`pint.Quantity`
-        Temperature for parcel from dataset
+        Temperature for parcel from dataset. Renamed from deprecated kwarg `tc`.
     dewpoint : :class:`pint.Quantity`
-        Dew point temperature for parcel from dataset
-    pro : :class:`pint.Quantity`
-        Parcel profile temperature converted to degC
+        Dew point temperature for parcel from dataset. Renamed from deprecated kwarg `tdc`.
+    profile : :class:`pint.Quantity`
+        Parcel profile temperature converted to degC. Renamed from deprecated kwarg `pro`.
 
     Returns
     -------
@@ -1470,6 +1476,24 @@ def get_skewt_vars(pressure: Quantity, temperature: Quantity,
 
     - `NCL_skewt_2_2 <https://geocat-examples.readthedocs.io/en/latest/gallery/Skew-T/NCL_skewt_2_2.html?highlight=get_skewt_vars>`_
     """
+    # Support for deprecating kwargs
+    if p:
+        pressure = p
+        warnings.warn(
+            'The keyword argument `p` is deprecated. Use `pressure` instead.')
+    if tc:
+        temperature = tc
+        warnings.warn(
+            'The keyword argument `tc` is deprecated. Use `temperature` instead.'
+        )
+    if tdc:
+        dewpoint = tdc
+        warnings.warn(
+            'The keyword argument `tdc` is deprecated. Use `dewpoint` instead.')
+    if pro:
+        profile = pro
+        warnings.warn(
+            'The keyword argument `pro` is deprecated. Use `profile` instead.')
 
     # CAPE
     cape = mpcalc.cape_cin(pressure, temperature, dewpoint, pro)

From 810a2a68c1ca72514fda8caf11e3e0d053a3e5c5 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 16 May 2023 08:42:02 -0600
Subject: [PATCH 21/29] pendingdeprecationwarning and relative links

---
 src/geocat/viz/util.py | 35 ++++++++++++++++++++---------------
 1 file changed, 20 insertions(+), 15 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 92d1d36d..1f71ee20 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -863,7 +863,7 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.find_local_extrema.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema </en/latest/user_api/generated/geocat.viz.util.find_local_extrema/>`__ instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -909,7 +909,8 @@ def findLocalExtrema(da: xr.DataArray,
     """
 
     warnings.warn(
-        "This function is deprecated. Call `find_local_extrema` instead.")
+        'This function is deprecated. Call `find_local_extrema` instead.',
+        PendingDeprecationWarning)
 
     return find_local_extrema(da, highVal, lowVal, eType, eps)
 
@@ -1041,7 +1042,7 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_contour_levels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels </en/stable/user_api/generated/geocat.viz.util.plot_contour_levels/>`__ instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1092,7 +1093,8 @@ def plotCLabels(ax: matplotlib.axes.Axes,
     """
 
     warnings.warn(
-        "This function is  deprecated. Call `plot_contour_labels` instead.")
+        'This function is  deprecated. Call `plot_contour_labels` instead.',
+        PendingDeprecationWarning)
 
     return plot_contour_labels(ax, contours, transform, proj, clabel_locations,
                                fontsize, whitebbox, horizontal)
@@ -1168,7 +1170,7 @@ def plot_contour_labels(ax: matplotlib.axes.Axes,
                   inline=True,
                   fontsize=fontsize,
                   colors='black',
-                  fmt="%.0f")
+                  fmt='%.0f')
         [cLabels.append(txt) for txt in contours.labelTexts]
 
         if horizontal is True:
@@ -1191,7 +1193,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels <https://geocat-viz.readthedocs.io/en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels </en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels/>`__ instead.
 
     Utility function to plot high/low contour labels.
 
@@ -1244,8 +1246,8 @@ def plotELabels(da: xr.DataArray,
     """
 
     warnings.warn(
-        "This function is deprecated. Please use `plot_extrema_labels` instead."
-    )
+        'This function is deprecated. Please use `plot_extrema_labels` instead.',
+        PendingDeprecationWarning)
 
     return plot_extrema_labels(da, transform, proj, clabel_locations, label,
                                fontsize, whitebbox, horizontal)
@@ -1339,7 +1341,7 @@ def plot_extrema_labels(da: xr.DataArray,
 
             lab = plt.text(transformed_locations[loc][0],
                            transformed_locations[loc][1],
-                           label + "$_{" + str(p_loc) + "}$",
+                           label + '$_{' + str(p_loc) + '}$',
                            fontsize=fontsize,
                            horizontalalignment='center',
                            verticalalignment='center')
@@ -1389,7 +1391,7 @@ def set_vector_density(data: xr.DataArray,
     import warnings
 
     if minDistance <= 0:
-        raise Exception("minDistance cannot be negative or zero.")
+        raise Exception('minDistance cannot be negative or zero.')
     else:
         lat_every = 1
         lon_every = 1
@@ -1480,20 +1482,23 @@ def get_skewt_vars(pressure: Quantity = None,
     if p:
         pressure = p
         warnings.warn(
-            'The keyword argument `p` is deprecated. Use `pressure` instead.')
+            'The keyword argument `p` is deprecated. Use `pressure` instead.',
+            PendingDeprecationWarning)
     if tc:
         temperature = tc
         warnings.warn(
-            'The keyword argument `tc` is deprecated. Use `temperature` instead.'
-        )
+            'The keyword argument `tc` is deprecated. Use `temperature` instead.',
+            PendingDeprecationWarning)
     if tdc:
         dewpoint = tdc
         warnings.warn(
-            'The keyword argument `tdc` is deprecated. Use `dewpoint` instead.')
+            'The keyword argument `tdc` is deprecated. Use `dewpoint` instead.',
+            PendingDeprecationWarning)
     if pro:
         profile = pro
         warnings.warn(
-            'The keyword argument `pro` is deprecated. Use `profile` instead.')
+            'The keyword argument `pro` is deprecated. Use `profile` instead.',
+            PendingDeprecationWarning)
 
     # CAPE
     cape = mpcalc.cape_cin(pressure, temperature, dewpoint, pro)

From ef18ada8e92b29b5b4be6fa17dd4d33445e34ea3 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 16 May 2023 08:51:50 -0600
Subject: [PATCH 22/29] relative links broken

---
 src/geocat/viz/util.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 1f71ee20..d6f15e78 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -863,7 +863,7 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema </en/latest/user_api/generated/geocat.viz.util.find_local_extrema/>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema </en/latest/user_api/generated/geocat.viz.util.find_local_extrema.html>`__ instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -1042,7 +1042,7 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels </en/stable/user_api/generated/geocat.viz.util.plot_contour_levels/>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels </en/stable/user_api/generated/geocat.viz.util.plot_contour_levels.html>`__ instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1193,7 +1193,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels </en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels/>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels </en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels.html>`__ instead.
 
     Utility function to plot high/low contour labels.
 

From d92505d265616163ed7ab5d1dfe5b0c152f0ae62 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 16 May 2023 09:03:00 -0600
Subject: [PATCH 23/29] relative links

---
 src/geocat/viz/util.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 45cbbb1a..3096f97e 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -871,7 +871,7 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema </en/latest/user_api/generated/geocat.viz.util.find_local_extrema.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema </geocat.viz.util.find_local_extrema.html>`__ instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -1050,7 +1050,7 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels </en/stable/user_api/generated/geocat.viz.util.plot_contour_levels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels </geocat.viz.util.plot_contour_levels.html>`__ instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1201,7 +1201,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels </en/stable/user_api/generated/geocat.viz.util.plot_extrema_labels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels </geocat.viz.util.plot_extrema_labels.html>`__ instead.
 
     Utility function to plot high/low contour labels.
 

From 6625e7aba7a6607333df7242c253f10c961c64c3 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 16 May 2023 09:27:39 -0600
Subject: [PATCH 24/29] relative link

---
 src/geocat/viz/util.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 3096f97e..93a358ca 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -871,7 +871,7 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema </geocat.viz.util.find_local_extrema.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema <../geocat.viz.util.find_local_extrema.html>`__ instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -1050,7 +1050,7 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels </geocat.viz.util.plot_contour_levels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels <../geocat.viz.util.plot_contour_levels.html>`__ instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1201,7 +1201,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels </geocat.viz.util.plot_extrema_labels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels <../geocat.viz.util.plot_extrema_labels.html>`__ instead.
 
     Utility function to plot high/low contour labels.
 

From dacf9c1d5f2e01975b92db1b91679f7e56cd26b3 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 16 May 2023 14:38:32 -0600
Subject: [PATCH 25/29] try :func: method for internal references

---
 src/geocat/viz/util.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 93a358ca..d9039be4 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -871,7 +871,7 @@ def findLocalExtrema(da: xr.DataArray,
                      lowVal: int = 1000,
                      eType: str = 'Low',
                      eps: float = 10) -> list:
-    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use `find_local_extrema <../geocat.viz.util.find_local_extrema.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``findLocalExtrema`` function is deprecated due to naming conventions. Use :func:`find_local_extrema` instead.
 
     Utility function to find local low/high field variable coordinates on a
     contour map. To classify as a local high, the data point must be greater
@@ -1050,7 +1050,7 @@ def plotCLabels(ax: matplotlib.axes.Axes,
                 fontsize: int = 12,
                 whitebbox: bool = False,
                 horizontal: bool = False) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use `plot_contour_levels <../geocat.viz.util.plot_contour_levels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotCLabels`` function is deprecated due to naming conventions. Use :func:`plot_contour_levels` instead.
 
     Utility function to plot contour labels by passing in a coordinate to
     the clabel function.
@@ -1201,7 +1201,7 @@ def plotELabels(da: xr.DataArray,
                 fontsize: int = 22,
                 whitebbox: bool = False,
                 horizontal: bool = True) -> list:
-    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use `plot_extrema_labels <../geocat.viz.util.plot_extrema_labels.html>`__ instead.
+    r""".. deprecated:: 2023.02.0 The ``plotELabels`` function is deprecated due to naming conventions. Use :func:`plot_extrema_labels` instead.
 
     Utility function to plot high/low contour labels.
 

From b0065676f7bdfd500f8394e3f9b17b177027ca88 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 16 May 2023 15:53:51 -0600
Subject: [PATCH 26/29] pro

---
 src/geocat/viz/util.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index d9039be4..2c101e68 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1509,7 +1509,7 @@ def get_skewt_vars(pressure: Quantity = None,
             PendingDeprecationWarning)
 
     # CAPE
-    cape = mpcalc.cape_cin(pressure, temperature, dewpoint, pro)
+    cape = mpcalc.cape_cin(pressure, temperature, dewpoint, profile)
     cape = cape[0].magnitude
 
     # Precipitable Water

From ca5340be82942398e29a22933452cd6643808153 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Thu, 18 May 2023 16:11:16 -0600
Subject: [PATCH 27/29] add deprecated kwargs to docstring

---
 src/geocat/viz/util.py | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 2c101e68..bd349d1d 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1463,6 +1463,37 @@ def get_skewt_vars(pressure: Quantity = None,
         Dew point temperature for parcel from dataset. Renamed from deprecated kwarg `tdc`.
     profile : :class:`pint.Quantity`
         Parcel profile temperature converted to degC. Renamed from deprecated kwarg `pro`.
+    p : :class:`pint.Quantity`
+        Pressure level input from dataset.
+
+        .. deprecated:: 2023.06.0
+            In an effort to refactor the codebase to follow naming conventions,
+            keyword arguments have been renamed to more meaningful values.
+            ``p`` parameter has been deprecated in favor of ``pressure`.
+
+    tc : :class:`pint.Quantity`
+        Temperature for parcel from dataset.
+
+        .. deprecated:: 2023.06.0
+            In an effort to refactor the codebase to follow naming conventions,
+            keyword arguments have been renamed to more meaningful values.
+            ``tc`` parameter has been deprecated in favor of ``temperature`.
+
+    tdc : :class:`pint.Quantity`
+        Dew point temperature for parcel from dataset.
+
+        .. deprecated:: 2023.06.0
+            In an effort to refactor the codebase to follow naming conventions,
+            keyword arguments have been renamed to more meaningful values.
+            ``tdc`` parameter has been deprecated in favor of ``dewpoint`.
+
+    pro : :class:`pint.Quantity`
+        Parcel profile temperature converted to degC.
+
+        .. deprecated:: 2023.06.0
+            In an effort to refactor the codebase to follow naming conventions,
+            keyword arguments have been renamed to more meaningful values.
+            ``pro`` parameter has been deprecated in favor of ``profile`.
 
     Returns
     -------

From da6dc99443ba7259f02e40f7f38a4a03bac4d80d Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 19 May 2023 08:50:36 -0600
Subject: [PATCH 28/29] space off

---
 src/geocat/viz/util.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index bd349d1d..14fec020 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1511,7 +1511,7 @@ def get_skewt_vars(pressure: Quantity = None,
         `skewT_PlotData <https://www.ncl.ucar.edu/Document/Functions/Skewt_func/skewT_PlotData.shtml>`_,
         `skewt_BackGround <https://www.ncl.ucar.edu/Document/Functions/Skewt_func/skewT_BackGround.shtml>`_
 
-     Examples
+    Examples
     --------
     All usage examples are within the GeoCAT-Examples Gallery. To see more usage cases, search the function on the `website <https://geocat-examples.readthedocs.io/en/latest/index.html>`_.
 

From b04cabff355f529cc2d59e710156a5cd23b5710c Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Fri, 19 May 2023 15:23:14 -0600
Subject: [PATCH 29/29] ``

---
 .../util/add_height_from_pressure_axis.ipynb  | 100 ++++++++++++++++++
 src/geocat/viz/util.py                        |   6 +-
 2 files changed, 103 insertions(+), 3 deletions(-)
 create mode 100644 gallery/util/add_height_from_pressure_axis.ipynb

diff --git a/gallery/util/add_height_from_pressure_axis.ipynb b/gallery/util/add_height_from_pressure_axis.ipynb
new file mode 100644
index 00000000..d37b2479
--- /dev/null
+++ b/gallery/util/add_height_from_pressure_axis.ipynb
@@ -0,0 +1,100 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Import Packages:\n",
+    "\n",
+    "import numpy as np\n",
+    "import xarray as xr\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib.ticker import ScalarFormatter\n",
+    "import cmaps\n",
+    "import metpy.calc as mpcalc\n",
+    "from metpy.units import units\n",
+    "\n",
+    "import scipy\n",
+    "\n",
+    "#import geocat.datafiles as gdf\n",
+    "import geocat.viz as gv"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "metadata": {},
+   "source": [
+    "# Open a netCDF data file using xarray default engine and load the data into xarrays\n",
+    "ds = xr.open_dataset(gdf.get(\"netcdf_files/mxclim.nc\"))\n",
+    "\n",
+    "# Extract variables\n",
+    "U = ds.U[0, :, :]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Generate figure (set its size (width, height) in inches) and axes\n",
+    "plt.figure(figsize=(8, 8))\n",
+    "ax = plt.axes()\n",
+    "\n",
+    "# Set y-axis to have log-scale\n",
+    "plt.yscale('log')\n",
+    "\n",
+    "# Specify which contours should be drawn\n",
+    "levels = np.linspace(-55, 55, 23)\n",
+    "\n",
+    "# Plot contour lines\n",
+    "lines = U.plot.contour(ax=ax,\n",
+    "                       levels=levels,\n",
+    "                       colors='black',\n",
+    "                       linewidths=0.5,\n",
+    "                       linestyles='solid',\n",
+    "                       add_labels=False)\n",
+    "\n",
+    "# Create second y-axis to show geo-potential height.\n",
+    "axRHS = gv.add_height_from_pressure_axis(ax, heights=[4, 8])\n",
+    "\n",
+    "plt.show();"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "geocat_viz_build",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.0"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/src/geocat/viz/util.py b/src/geocat/viz/util.py
index 14fec020..10a98c12 100644
--- a/src/geocat/viz/util.py
+++ b/src/geocat/viz/util.py
@@ -1477,7 +1477,7 @@ def get_skewt_vars(pressure: Quantity = None,
         .. deprecated:: 2023.06.0
             In an effort to refactor the codebase to follow naming conventions,
             keyword arguments have been renamed to more meaningful values.
-            ``tc`` parameter has been deprecated in favor of ``temperature`.
+            ``tc`` parameter has been deprecated in favor of ``temperature``.
 
     tdc : :class:`pint.Quantity`
         Dew point temperature for parcel from dataset.
@@ -1485,7 +1485,7 @@ def get_skewt_vars(pressure: Quantity = None,
         .. deprecated:: 2023.06.0
             In an effort to refactor the codebase to follow naming conventions,
             keyword arguments have been renamed to more meaningful values.
-            ``tdc`` parameter has been deprecated in favor of ``dewpoint`.
+            ``tdc`` parameter has been deprecated in favor of ``dewpoint``.
 
     pro : :class:`pint.Quantity`
         Parcel profile temperature converted to degC.
@@ -1493,7 +1493,7 @@ def get_skewt_vars(pressure: Quantity = None,
         .. deprecated:: 2023.06.0
             In an effort to refactor the codebase to follow naming conventions,
             keyword arguments have been renamed to more meaningful values.
-            ``pro`` parameter has been deprecated in favor of ``profile`.
+            ``pro`` parameter has been deprecated in favor of ``profile``.
 
     Returns
     -------