Source code for bokeh.palettes

#-----------------------------------------------------------------------------
# Copyright (c) 2012 - 2021, Anaconda, Inc., and Bokeh Contributors.
# All rights reserved.
#
# The full license is in the file LICENSE.txt, distributed with this software.
#-----------------------------------------------------------------------------
# License regarding the Turbo colormap:
#
# Copyright 2019 Google LLC.
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#
# Author: Anton Mikhailov
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#-----------------------------------------------------------------------------
# License regarding the Viridis, Magma, Plasma and Inferno colormaps:
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# New matplotlib colormaps by Nathaniel J. Smith, Stefan van der Walt,
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# This product includes color specifications and designs developed by
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#-----------------------------------------------------------------------------
# License regarding the cividis palette from https://github.com/pnnl/cmaputil
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""" Provide a collection of palettes for color mapping.

In the context of Bokeh, a *palette* is a simple plain Python list of (hex) RGB color
strings. For example the ``Blues8`` palette which looks like :bokeh-palette:`Blues8`
is defined as:

.. code-block:: python

    ('#084594', '#2171b5', '#4292c6', '#6baed6', '#9ecae1', '#c6dbef', '#deebf7', '#f7fbff')

This module contains the following sets of palettes:

* All `ColorBrewer`_ palettes
* Categorical `D3`_ palettes
* The `Matplotlib`_ palettes Magma, Inferno, Plasma, and Viridis
* A 'Bokeh'_ palette comprised of the Bokeh shutter logo colors
* Palettes designed for color-deficient usability

Additionally, you can also use any of the 256-color perceptually uniform
Bokeh palettes from the external `colorcet`_ package, if it is installed.

----

Every pre-built palette is available as a module attributes, e.g.
``bokeh.palettes.YlGn3`` or ``bokeh.palettes.Viridis256``. The name of each
pre-built palette can be found in the ``__palettes__`` module attribute.

There are also functions such as :func:`~bokeh.palettes.magma` and
:func:`~bokeh.palettes.viridis` that can generate lists of colors of
arbitrary size from special larger palettes.

The Brewer palettes are also collected and grouped by name in a
``brewer`` dictionary, e.g.: ``brewer['Spectral'][6]``. Similarly there are
attributes ``d3``, ``mpl``, and ``colorblind`` that have dictionaries
corresponding to the those groups of palettes.

Finally, all palettes are collected in the ``all_palettes`` palettes
module attribute, and the "small" palettes (i.e. excluding the ones with 256
colors) are collected and in a ``small_palettes`` attribute.

Built-in Palettes
-----------------

Matplotlib Palettes
~~~~~~~~~~~~~~~~~~~

Bokeh includes the `Matplotlib`_ palettes Magma, Inferno, Plasma, Viridis, and
Cividis. This section shows the pre-defined small palettes in this group.
There are also large 256-color versions of these palettes, shown below
in the `Large Palettes`_ section.

.. bokeh-palette-group:: mpl

D3 Palettes
~~~~~~~~~~~

Bokeh includes the categorical palettes from `D3`_, which are shown below:

.. bokeh-palette-group:: d3

Brewer Palettes
~~~~~~~~~~~~~~~

Bokeh includes all the `ColorBrewer`_ palettes, shown below:

.. bokeh-palette-group:: brewer

Bokeh Palette
~~~~~~~~~~~~~~~

Bokeh's own palette, comprised of the shutter logo colors:

.. bokeh-palette-group:: bokeh

Usability Palettes
~~~~~~~~~~~~~~~~~~

Bokeh includes some palettes that are useful for addressing color
deficiencies. These are shown below.

.. bokeh-palette-group:: colorblind

Large Palettes
~~~~~~~~~~~~~~

In addition to all the palettes shown above, which are available in the
``small_palettes`` attribute, the ``bokeh.palettes`` module also has some
larger palettes with 256 colors. These are shown below:

:Greys256: :bokeh-palette:`grey(256)` (brewer)

:Inferno256: :bokeh-palette:`inferno(256)` (mpl)

:Magma256: :bokeh-palette:`magma(256)` (mpl)

:Plasma256: :bokeh-palette:`plasma(256)` (mpl)

:Viridis256: :bokeh-palette:`viridis(256)` (mpl)

:Cividis256: :bokeh-palette:`cividis(256)` (mpl)

:Turbo256: :bokeh-palette:`turbo(256)` (mpl)

Many other 256-color perceptually uniform palettes are
available in the external `colorcet`_ package.

Other Attributes
----------------

In addition to all the palettes described in the section above, there are the
following notable attributes in the ``bokeh.palettes`` module:

.. data:: __palettes__

    An alphabetical list of the names of all individual palettes in this
    module.

    For example, the first eight palette names are:

    .. code-block:: python

        >>> bp.__palettes__[:8]
        ('Accent3', 'Accent4', 'Accent5', 'Accent6', 'Accent7', 'Accent8', 'Blues3', 'Blues4')


    .. note::
        The full list of all palettes is also available as an enumeration from
        ``bokeh.core.enums``:

        .. bokeh-enum:: Palette
            :module: bokeh.core.enums
            :noindex:

.. data:: all_palettes

    All built-in palette groups. This dictionary is indexed with a palette
    name to obtain a complete group of palettes, e.g. ``Viridis``, and then
    further indexed with an integer to select a palette of a specific size
    from the group:

    .. code-block:: python

        >> all_palettes['Viridis'][4]
        ('#440154', '#30678D', '#35B778', '#FDE724')

    The resulting palette looks like: :bokeh-palette:`all_palettes['Viridis'][4]`

.. data:: brewer

    Palette groups included from `ColorBrewer`_. This dictionary is indexed with
    a palette name to obtain a complete group of palettes, e.g. ``YlGnBu``,
    and then further indexed with an integer to select a palette of a specific
    size from the group:

    .. code-block:: python

        >> brewer['YlGnBu'][4]
        ('#225ea8', '#41b6c4', '#a1dab4', '#ffffcc')

    The resulting palette looks like: :bokeh-palette:`brewer['YlGnBu'][4]`

.. data:: d3

    Categorical palette groups included from `D3`_. This dictionary is indexed
    with a palette name to obtain a complete group of palettes, e.g.
    ``Category20b``, and then further indexed with an integer to select a
    palette of a specific size from the group:

    .. code-block:: python

        >> d3['Category20b'][4]
        ('#393b79', '#5254a3', '#6b6ecf', '#9c9ede')

    The resulting palette looks like: :bokeh-palette:`d3['Category20b'][4]`

    The names of the D3 palette groups are: ``Category10``, ``Category20``,
    ``Category20b``, ``Category20c``

.. data:: mpl

    Palette groups included from `Matplotlib`_. This dictionary is indexed with
    a palette name to obtain a complete group of palettes, e.g. ``Plasma``,
    and then further indexed with an integer to select a palette of a specific
    size from the group:

    .. code-block:: python

        >> mpl['Plasma'][4]
        ('#440154', '#30678D', '#35B778', '#FDE724')

    The resulting palette looks like: :bokeh-palette:`mpl['Plasma'][4]`

    The names of the MPL palette groups are: ``Inferno``, ``Magma``
    ``Plasma``, ``Viridis``

.. data:: small_palettes

    All palette groups, excluding 256-length palettes. This dictionary is
    indexed with a palette name to obtain a complete group of palettes, e.g.
    ``Viridis``, and then further indexed with an integer to select a palette
    of a specific size from the group:

    .. code-block:: python

        >> small_palettes['Viridis'][4]
        ('#440154', '#30678D', '#35B778', '#FDE724')

    The resulting palette looks like: :bokeh-palette:`small_palettes['Viridis'][4]`

Functions
---------

The ``bokeh.palettes`` module also has several functions that can be used
to generate palettes of arbitrary size.

.. autofunction:: bokeh.palettes.cividis(n)
.. autofunction:: bokeh.palettes.diverging_palette(palette1, palette2, n, midpoint)
.. autofunction:: bokeh.palettes.gray(n)
.. autofunction:: bokeh.palettes.grey(n)
.. autofunction:: bokeh.palettes.inferno(n)
.. autofunction:: bokeh.palettes.linear_palette(palette, n)
.. autofunction:: bokeh.palettes.magma(n)
.. autofunction:: bokeh.palettes.viridis(n)

Licenses
--------

The respective licenses for all the palettes included in Bokeh are
viewable as a comment at the top of the :bokeh-tree:`bokeh/palettes.py`
source file.

.. _ColorBrewer: http://colorbrewer2.org/#type=sequential&scheme=BuGn&n=3
.. _colorcet: https://colorcet.holoviz.org
.. _D3: https://github.com/d3/d3-3.x-api-reference/blob/master/Ordinal-Scales.md#categorical-colors
.. _Matplotlib: http://matplotlib.org/examples/color/colormaps_reference.html

"""

#-----------------------------------------------------------------------------
# Boilerplate
#-----------------------------------------------------------------------------
import logging # isort:skip
log = logging.getLogger(__name__)

#-----------------------------------------------------------------------------
# Imports
#-----------------------------------------------------------------------------

# Standard library imports
import math
from copy import deepcopy
from typing import Dict, List, Tuple

# External imports
import numpy as np

#-----------------------------------------------------------------------------
# Globals and constants
#-----------------------------------------------------------------------------

# __all__ just using everything as-is

#-----------------------------------------------------------------------------
# General API
#-----------------------------------------------------------------------------

Palette = Tuple[str, ...]
PaletteCollection = Dict[int, Palette]
PaletteMap = Dict[str, PaletteCollection]

YlGn3 = ("#31a354", "#addd8e", "#f7fcb9")
YlGn4 = ("#238443", "#78c679", "#c2e699", "#ffffcc")
YlGn5 = ("#006837", "#31a354", "#78c679", "#c2e699", "#ffffcc")
YlGn6 = ("#006837", "#31a354", "#78c679", "#addd8e", "#d9f0a3", "#ffffcc")
YlGn7 = ("#005a32", "#238443", "#41ab5d", "#78c679", "#addd8e", "#d9f0a3", "#ffffcc")
YlGn8 = ("#005a32", "#238443", "#41ab5d", "#78c679", "#addd8e", "#d9f0a3", "#f7fcb9", "#ffffe5")
YlGn9 = ("#004529", "#006837", "#238443", "#41ab5d", "#78c679", "#addd8e", "#d9f0a3", "#f7fcb9", "#ffffe5")

YlGnBu3 = ("#2c7fb8", "#7fcdbb", "#edf8b1")
YlGnBu4 = ("#225ea8", "#41b6c4", "#a1dab4", "#ffffcc")
YlGnBu5 = ("#253494", "#2c7fb8", "#41b6c4", "#a1dab4", "#ffffcc")
YlGnBu6 = ("#253494", "#2c7fb8", "#41b6c4", "#7fcdbb", "#c7e9b4", "#ffffcc")
YlGnBu7 = ("#0c2c84", "#225ea8", "#1d91c0", "#41b6c4", "#7fcdbb", "#c7e9b4", "#ffffcc")
YlGnBu8 = ("#0c2c84", "#225ea8", "#1d91c0", "#41b6c4", "#7fcdbb", "#c7e9b4", "#edf8b1", "#ffffd9")
YlGnBu9 = ("#081d58", "#253494", "#225ea8", "#1d91c0", "#41b6c4", "#7fcdbb", "#c7e9b4", "#edf8b1", "#ffffd9")

GnBu3 = ("#43a2ca", "#a8ddb5", "#e0f3db")
GnBu4 = ("#2b8cbe", "#7bccc4", "#bae4bc", "#f0f9e8")
GnBu5 = ("#0868ac", "#43a2ca", "#7bccc4", "#bae4bc", "#f0f9e8")
GnBu6 = ("#0868ac", "#43a2ca", "#7bccc4", "#a8ddb5", "#ccebc5", "#f0f9e8")
GnBu7 = ("#08589e", "#2b8cbe", "#4eb3d3", "#7bccc4", "#a8ddb5", "#ccebc5", "#f0f9e8")
GnBu8 = ("#08589e", "#2b8cbe", "#4eb3d3", "#7bccc4", "#a8ddb5", "#ccebc5", "#e0f3db", "#f7fcf0")
GnBu9 = ("#084081", "#0868ac", "#2b8cbe", "#4eb3d3", "#7bccc4", "#a8ddb5", "#ccebc5", "#e0f3db", "#f7fcf0")

BuGn3 = ("#2ca25f", "#99d8c9", "#e5f5f9")
BuGn4 = ("#238b45", "#66c2a4", "#b2e2e2", "#edf8fb")
BuGn5 = ("#006d2c", "#2ca25f", "#66c2a4", "#b2e2e2", "#edf8fb")
BuGn6 = ("#006d2c", "#2ca25f", "#66c2a4", "#99d8c9", "#ccece6", "#edf8fb")
BuGn7 = ("#005824", "#238b45", "#41ae76", "#66c2a4", "#99d8c9", "#ccece6", "#edf8fb")
BuGn8 = ("#005824", "#238b45", "#41ae76", "#66c2a4", "#99d8c9", "#ccece6", "#e5f5f9", "#f7fcfd")
BuGn9 = ("#00441b", "#006d2c", "#238b45", "#41ae76", "#66c2a4", "#99d8c9", "#ccece6", "#e5f5f9", "#f7fcfd")

PuBuGn3 = ("#1c9099", "#a6bddb", "#ece2f0")
PuBuGn4 = ("#02818a", "#67a9cf", "#bdc9e1", "#f6eff7")
PuBuGn5 = ("#016c59", "#1c9099", "#67a9cf", "#bdc9e1", "#f6eff7")
PuBuGn6 = ("#016c59", "#1c9099", "#67a9cf", "#a6bddb", "#d0d1e6", "#f6eff7")
PuBuGn7 = ("#016450", "#02818a", "#3690c0", "#67a9cf", "#a6bddb", "#d0d1e6", "#f6eff7")
PuBuGn8 = ("#016450", "#02818a", "#3690c0", "#67a9cf", "#a6bddb", "#d0d1e6", "#ece2f0", "#fff7fb")
PuBuGn9 = ("#014636", "#016c59", "#02818a", "#3690c0", "#67a9cf", "#a6bddb", "#d0d1e6", "#ece2f0", "#fff7fb")

PuBu3 = ("#2b8cbe", "#a6bddb", "#ece7f2")
PuBu4 = ("#0570b0", "#74a9cf", "#bdc9e1", "#f1eef6")
PuBu5 = ("#045a8d", "#2b8cbe", "#74a9cf", "#bdc9e1", "#f1eef6")
PuBu6 = ("#045a8d", "#2b8cbe", "#74a9cf", "#a6bddb", "#d0d1e6", "#f1eef6")
PuBu7 = ("#034e7b", "#0570b0", "#3690c0", "#74a9cf", "#a6bddb", "#d0d1e6", "#f1eef6")
PuBu8 = ("#034e7b", "#0570b0", "#3690c0", "#74a9cf", "#a6bddb", "#d0d1e6", "#ece7f2", "#fff7fb")
PuBu9 = ("#023858", "#045a8d", "#0570b0", "#3690c0", "#74a9cf", "#a6bddb", "#d0d1e6", "#ece7f2", "#fff7fb")

BuPu3 = ("#8856a7", "#9ebcda", "#e0ecf4")
BuPu4 = ("#88419d", "#8c96c6", "#b3cde3", "#edf8fb")
BuPu5 = ("#810f7c", "#8856a7", "#8c96c6", "#b3cde3", "#edf8fb")
BuPu6 = ("#810f7c", "#8856a7", "#8c96c6", "#9ebcda", "#bfd3e6", "#edf8fb")
BuPu7 = ("#6e016b", "#88419d", "#8c6bb1", "#8c96c6", "#9ebcda", "#bfd3e6", "#edf8fb")
BuPu8 = ("#6e016b", "#88419d", "#8c6bb1", "#8c96c6", "#9ebcda", "#bfd3e6", "#e0ecf4", "#f7fcfd")
BuPu9 = ("#4d004b", "#810f7c", "#88419d", "#8c6bb1", "#8c96c6", "#9ebcda", "#bfd3e6", "#e0ecf4", "#f7fcfd")

RdPu3 = ("#c51b8a", "#fa9fb5", "#fde0dd")
RdPu4 = ("#ae017e", "#f768a1", "#fbb4b9", "#feebe2")
RdPu5 = ("#7a0177", "#c51b8a", "#f768a1", "#fbb4b9", "#feebe2")
RdPu6 = ("#7a0177", "#c51b8a", "#f768a1", "#fa9fb5", "#fcc5c0", "#feebe2")
RdPu7 = ("#7a0177", "#ae017e", "#dd3497", "#f768a1", "#fa9fb5", "#fcc5c0", "#feebe2")
RdPu8 = ("#7a0177", "#ae017e", "#dd3497", "#f768a1", "#fa9fb5", "#fcc5c0", "#fde0dd", "#fff7f3")
RdPu9 = ("#49006a", "#7a0177", "#ae017e", "#dd3497", "#f768a1", "#fa9fb5", "#fcc5c0", "#fde0dd", "#fff7f3")

PuRd3 = ("#dd1c77", "#c994c7", "#e7e1ef")
PuRd4 = ("#ce1256", "#df65b0", "#d7b5d8", "#f1eef6")
PuRd5 = ("#980043", "#dd1c77", "#df65b0", "#d7b5d8", "#f1eef6")
PuRd6 = ("#980043", "#dd1c77", "#df65b0", "#c994c7", "#d4b9da", "#f1eef6")
PuRd7 = ("#91003f", "#ce1256", "#e7298a", "#df65b0", "#c994c7", "#d4b9da", "#f1eef6")
PuRd8 = ("#91003f", "#ce1256", "#e7298a", "#df65b0", "#c994c7", "#d4b9da", "#e7e1ef", "#f7f4f9")
PuRd9 = ("#67001f", "#980043", "#ce1256", "#e7298a", "#df65b0", "#c994c7", "#d4b9da", "#e7e1ef", "#f7f4f9")

OrRd3 = ("#e34a33", "#fdbb84", "#fee8c8")
OrRd4 = ("#d7301f", "#fc8d59", "#fdcc8a", "#fef0d9")
OrRd5 = ("#b30000", "#e34a33", "#fc8d59", "#fdcc8a", "#fef0d9")
OrRd6 = ("#b30000", "#e34a33", "#fc8d59", "#fdbb84", "#fdd49e", "#fef0d9")
OrRd7 = ("#990000", "#d7301f", "#ef6548", "#fc8d59", "#fdbb84", "#fdd49e", "#fef0d9")
OrRd8 = ("#990000", "#d7301f", "#ef6548", "#fc8d59", "#fdbb84", "#fdd49e", "#fee8c8", "#fff7ec")
OrRd9 = ("#7f0000", "#b30000", "#d7301f", "#ef6548", "#fc8d59", "#fdbb84", "#fdd49e", "#fee8c8", "#fff7ec")

YlOrRd3 = ("#f03b20", "#feb24c", "#ffeda0")
YlOrRd4 = ("#e31a1c", "#fd8d3c", "#fecc5c", "#ffffb2")
YlOrRd5 = ("#bd0026", "#f03b20", "#fd8d3c", "#fecc5c", "#ffffb2")
YlOrRd6 = ("#bd0026", "#f03b20", "#fd8d3c", "#feb24c", "#fed976", "#ffffb2")
YlOrRd7 = ("#b10026", "#e31a1c", "#fc4e2a", "#fd8d3c", "#feb24c", "#fed976", "#ffffb2")
YlOrRd8 = ("#b10026", "#e31a1c", "#fc4e2a", "#fd8d3c", "#feb24c", "#fed976", "#ffeda0", "#ffffcc")
YlOrRd9 = ("#800026", "#bd0026", "#e31a1c", "#fc4e2a", "#fd8d3c", "#feb24c", "#fed976", "#ffeda0", "#ffffcc")

YlOrBr3 = ("#d95f0e", "#fec44f", "#fff7bc")
YlOrBr4 = ("#cc4c02", "#fe9929", "#fed98e", "#ffffd4")
YlOrBr5 = ("#993404", "#d95f0e", "#fe9929", "#fed98e", "#ffffd4")
YlOrBr6 = ("#993404", "#d95f0e", "#fe9929", "#fec44f", "#fee391", "#ffffd4")
YlOrBr7 = ("#8c2d04", "#cc4c02", "#ec7014", "#fe9929", "#fec44f", "#fee391", "#ffffd4")
YlOrBr8 = ("#8c2d04", "#cc4c02", "#ec7014", "#fe9929", "#fec44f", "#fee391", "#fff7bc", "#ffffe5")
YlOrBr9 = ("#662506", "#993404", "#cc4c02", "#ec7014", "#fe9929", "#fec44f", "#fee391", "#fff7bc", "#ffffe5")

Purples3 = ("#756bb1", "#bcbddc", "#efedf5")
Purples4 = ("#6a51a3", "#9e9ac8", "#cbc9e2", "#f2f0f7")
Purples5 = ("#54278f", "#756bb1", "#9e9ac8", "#cbc9e2", "#f2f0f7")
Purples6 = ("#54278f", "#756bb1", "#9e9ac8", "#bcbddc", "#dadaeb", "#f2f0f7")
Purples7 = ("#4a1486", "#6a51a3", "#807dba", "#9e9ac8", "#bcbddc", "#dadaeb", "#f2f0f7")
Purples8 = ("#4a1486", "#6a51a3", "#807dba", "#9e9ac8", "#bcbddc", "#dadaeb", "#efedf5", "#fcfbfd")
Purples9 = ("#3f007d", "#54278f", "#6a51a3", "#807dba", "#9e9ac8", "#bcbddc", "#dadaeb", "#efedf5", "#fcfbfd")
Purples256 = (
    "#3f007d", "#40017e", "#40027e", "#41047f", "#42057f", "#420680", "#430780", "#440981", "#440a82", "#450b82", "#460c83", "#460d83",
    "#470f84", "#481084", "#481185", "#491285", "#4a1486", "#4a1587", "#4b1687", "#4c1788", "#4c1888", "#4d1a89", "#4d1b89", "#4e1c8a",
    "#4f1d8b", "#4f1f8b", "#50208c", "#51218c", "#51228d", "#52238d", "#53258e", "#53268f", "#54278f", "#552890", "#552a90", "#562b91",
    "#572c92", "#582e92", "#582f93", "#593093", "#5a3294", "#5a3395", "#5b3495", "#5c3696", "#5c3797", "#5d3897", "#5e3a98", "#5e3b98",
    "#5f3c99", "#603e9a", "#613f9a", "#61409b", "#62429c", "#63439c", "#63449d", "#64459e", "#65479e", "#65489f", "#66499f", "#674ba0",
    "#674ca1", "#684da1", "#694fa2", "#6950a3", "#6a51a3", "#6b53a4", "#6c54a5", "#6c55a5", "#6d57a6", "#6e58a7", "#6e5aa8", "#6f5ba8",
    "#705ca9", "#705eaa", "#715faa", "#7261ab", "#7262ac", "#7363ad", "#7465ad", "#7566ae", "#7567af", "#7669af", "#776ab0", "#776cb1",
    "#786db2", "#796eb2", "#7970b3", "#7a71b4", "#7b72b4", "#7b74b5", "#7c75b6", "#7d77b7", "#7d78b7", "#7e79b8", "#7f7bb9", "#807cba",
    "#807dba", "#817ebb", "#827fbb", "#8380bb", "#8481bc", "#8582bc", "#8683bd", "#8784bd", "#8885be", "#8986be", "#8a86bf", "#8b87bf",
    "#8c88bf", "#8d89c0", "#8e8ac0", "#8e8bc1", "#8f8cc1", "#908dc2", "#918ec2", "#928fc3", "#9390c3", "#9490c3", "#9591c4", "#9692c4",
    "#9793c5", "#9894c5", "#9995c6", "#9a96c6", "#9b97c6", "#9c98c7", "#9d99c7", "#9e9ac8", "#9e9bc8", "#9f9cc9", "#a09dca", "#a19eca",
    "#a29fcb", "#a3a0cb", "#a4a1cc", "#a5a2cd", "#a6a3cd", "#a7a4ce", "#a8a6cf", "#a9a7cf", "#aaa8d0", "#aba9d0", "#acaad1", "#adabd2",
    "#aeacd2", "#aeadd3", "#afaed4", "#b0afd4", "#b1b1d5", "#b2b2d5", "#b3b3d6", "#b4b4d7", "#b5b5d7", "#b6b6d8", "#b7b7d9", "#b8b8d9",
    "#b9b9da", "#babadb", "#bbbbdb", "#bcbddc", "#bdbedc", "#bebedd", "#bebfdd", "#bfc0de", "#c0c1de", "#c1c2df", "#c2c3df", "#c3c4e0",
    "#c4c5e0", "#c5c6e1", "#c6c7e1", "#c7c8e1", "#c8c8e2", "#c9c9e2", "#cacae3", "#cbcbe3", "#cccce4", "#cdcde4", "#cecee5", "#cecfe5",
    "#cfd0e6", "#d0d1e6", "#d1d2e7", "#d2d2e7", "#d3d3e8", "#d4d4e8", "#d5d5e9", "#d6d6e9", "#d7d7e9", "#d8d8ea", "#d9d9ea", "#dadaeb",
    "#dadaeb", "#dbdbec", "#dcdcec", "#dcdcec", "#ddddec", "#dedded", "#dedeed", "#dfdfed", "#e0dfee", "#e0e0ee", "#e1e0ee", "#e2e1ef",
    "#e2e2ef", "#e3e2ef", "#e4e3f0", "#e4e3f0", "#e5e4f0", "#e6e5f1", "#e6e5f1", "#e7e6f1", "#e8e6f2", "#e8e7f2", "#e9e8f2", "#eae8f2",
    "#eae9f3", "#ebe9f3", "#eceaf3", "#ecebf4", "#edebf4", "#eeecf4", "#eeecf5", "#efedf5", "#efedf5", "#f0eef5", "#f0eef6", "#f1eff6",
    "#f1eff6", "#f1f0f6", "#f2f0f7", "#f2f0f7", "#f3f1f7", "#f3f1f7", "#f3f2f8", "#f4f2f8", "#f4f3f8", "#f5f3f8", "#f5f4f9", "#f5f4f9",
    "#f6f4f9", "#f6f5f9", "#f7f5fa", "#f7f6fa", "#f8f6fa", "#f8f7fa", "#f8f7fb", "#f9f7fb", "#f9f8fb", "#faf8fb", "#faf9fc", "#faf9fc",
    "#fbfafc", "#fbfafc", "#fcfbfd", "#fcfbfd")

Blues3 = ("#3182bd", "#9ecae1", "#deebf7")
Blues4 = ("#2171b5", "#6baed6", "#bdd7e7", "#eff3ff")
Blues5 = ("#08519c", "#3182bd", "#6baed6", "#bdd7e7", "#eff3ff")
Blues6 = ("#08519c", "#3182bd", "#6baed6", "#9ecae1", "#c6dbef", "#eff3ff")
Blues7 = ("#084594", "#2171b5", "#4292c6", "#6baed6", "#9ecae1", "#c6dbef", "#eff3ff")
Blues8 = ("#084594", "#2171b5", "#4292c6", "#6baed6", "#9ecae1", "#c6dbef", "#deebf7", "#f7fbff")
Blues9 = ("#08306b", "#08519c", "#2171b5", "#4292c6", "#6baed6", "#9ecae1", "#c6dbef", "#deebf7", "#f7fbff")
Blues256 = (
    "#08306b", "#08316d", "#08326e", "#083370", "#083471", "#083573", "#083674", "#083776", "#083877", "#083979", "#083a7a", "#083b7c",
    "#083c7d", "#083d7f", "#083e81", "#084082", "#084184", "#084285", "#084387", "#084488", "#08458a", "#08468b", "#08478d", "#08488e",
    "#084990", "#084a91", "#084b93", "#084c95", "#084d96", "#084e98", "#084f99", "#08509b", "#08519c", "#09529d", "#0a539e", "#0a549e",
    "#0b559f", "#0c56a0", "#0d57a1", "#0e58a2", "#0e59a2", "#0f5aa3", "#105ba4", "#115ca5", "#125da6", "#125ea6", "#135fa7", "#1460a8",
    "#1561a9", "#1562a9", "#1663aa", "#1764ab", "#1865ac", "#1966ad", "#1967ad", "#1a68ae", "#1b69af", "#1c6ab0", "#1c6bb0", "#1d6cb1",
    "#1e6db2", "#1f6eb3", "#206fb4", "#2070b4", "#2171b5", "#2272b6", "#2373b6", "#2474b7", "#2575b7", "#2676b8", "#2777b8", "#2979b9",
    "#2a7ab9", "#2b7bba", "#2c7cba", "#2d7dbb", "#2e7ebc", "#2f7fbc", "#3080bd", "#3181bd", "#3282be", "#3383be", "#3484bf", "#3585bf",
    "#3686c0", "#3787c0", "#3888c1", "#3989c1", "#3a8ac2", "#3b8bc2", "#3c8cc3", "#3d8dc4", "#3e8ec4", "#3f8fc5", "#4090c5", "#4191c6",
    "#4292c6", "#4493c7", "#4594c7", "#4695c8", "#4896c8", "#4997c9", "#4a98c9", "#4b98ca", "#4d99ca", "#4e9acb", "#4f9bcb", "#519ccc",
    "#529dcc", "#539ecd", "#549fcd", "#56a0ce", "#57a0ce", "#58a1cf", "#5aa2cf", "#5ba3d0", "#5ca4d0", "#5da5d1", "#5fa6d1", "#60a7d2",
    "#61a7d2", "#63a8d3", "#64a9d3", "#65aad4", "#66abd4", "#68acd5", "#69add5", "#6aaed6", "#6caed6", "#6dafd7", "#6fb0d7", "#71b1d7",
    "#72b2d8", "#74b3d8", "#75b4d8", "#77b5d9", "#79b5d9", "#7ab6d9", "#7cb7da", "#7db8da", "#7fb9da", "#81badb", "#82bbdb", "#84bcdb",
    "#85bcdc", "#87bddc", "#89bedc", "#8abfdd", "#8cc0dd", "#8dc1dd", "#8fc2de", "#91c3de", "#92c4de", "#94c4df", "#95c5df", "#97c6df",
    "#99c7e0", "#9ac8e0", "#9cc9e1", "#9dcae1", "#9fcae1", "#a0cbe2", "#a1cbe2", "#a3cce3", "#a4cce3", "#a5cde3", "#a6cee4", "#a8cee4",
    "#a9cfe5", "#aacfe5", "#abd0e6", "#add0e6", "#aed1e7", "#afd1e7", "#b0d2e7", "#b2d2e8", "#b3d3e8", "#b4d3e9", "#b5d4e9", "#b7d4ea",
    "#b8d5ea", "#b9d6ea", "#bad6eb", "#bcd7eb", "#bdd7ec", "#bed8ec", "#bfd8ed", "#c1d9ed", "#c2d9ee", "#c3daee", "#c4daee", "#c6dbef",
    "#c7dbef", "#c7dcef", "#c8dcf0", "#c9ddf0", "#caddf0", "#cadef0", "#cbdef1", "#ccdff1", "#cddff1", "#cde0f1", "#cee0f2", "#cfe1f2",
    "#d0e1f2", "#d0e2f2", "#d1e2f3", "#d2e3f3", "#d3e3f3", "#d3e4f3", "#d4e4f4", "#d5e5f4", "#d6e5f4", "#d6e6f4", "#d7e6f5", "#d8e7f5",
    "#d9e7f5", "#d9e8f5", "#dae8f6", "#dbe9f6", "#dce9f6", "#dceaf6", "#ddeaf7", "#deebf7", "#dfebf7", "#dfecf7", "#e0ecf8", "#e1edf8",
    "#e2edf8", "#e3eef8", "#e3eef9", "#e4eff9", "#e5eff9", "#e6f0f9", "#e7f0fa", "#e7f1fa", "#e8f1fa", "#e9f2fa", "#eaf2fb", "#eaf3fb",
    "#ebf3fb", "#ecf4fb", "#edf4fc", "#eef5fc", "#eef5fc", "#eff6fc", "#f0f6fd", "#f1f7fd", "#f2f7fd", "#f2f8fd", "#f3f8fe", "#f4f9fe",
    "#f5f9fe", "#f5fafe", "#f6faff", "#f7fbff")

Greens3 = ("#31a354", "#a1d99b", "#e5f5e0")
Greens4 = ("#238b45", "#74c476", "#bae4b3", "#edf8e9")
Greens5 = ("#006d2c", "#31a354", "#74c476", "#bae4b3", "#edf8e9")
Greens6 = ("#006d2c", "#31a354", "#74c476", "#a1d99b", "#c7e9c0", "#edf8e9")
Greens7 = ("#005a32", "#238b45", "#41ab5d", "#74c476", "#a1d99b", "#c7e9c0", "#edf8e9")
Greens8 = ("#005a32", "#238b45", "#41ab5d", "#74c476", "#a1d99b", "#c7e9c0", "#e5f5e0", "#f7fcf5")
Greens9 = ("#00441b", "#006d2c", "#238b45", "#41ab5d", "#74c476", "#a1d99b", "#c7e9c0", "#e5f5e0", "#f7fcf5")
Greens256 = (
    "#00441b", "#00451c", "#00471c", "#00481d", "#00491d", "#004a1e", "#004c1e", "#004d1f", "#004e1f", "#005020", "#005120", "#005221",
    "#005321", "#005522", "#005622", "#005723", "#005924", "#005a24", "#005b25", "#005c25", "#005e26", "#005f26", "#006027", "#006227",
    "#006328", "#006428", "#006529", "#006729", "#00682a", "#00692a", "#006b2b", "#006c2c", "#006d2c", "#016e2d", "#026f2e", "#03702e",
    "#05712f", "#067230", "#077331", "#087432", "#097532", "#0a7633", "#0b7734", "#0c7735", "#0d7836", "#0e7936", "#107a37", "#117b38",
    "#127c39", "#137d39", "#147e3a", "#157f3b", "#16803c", "#17813d", "#18823d", "#19833e", "#1a843f", "#1c8540", "#1d8640", "#1e8741",
    "#1f8742", "#208843", "#218944", "#228a44", "#238b45", "#248c46", "#258d47", "#268e47", "#278f48", "#289049", "#29914a", "#2a924a",
    "#2b934b", "#2c944c", "#2d954d", "#2e964d", "#2f974e", "#2f984f", "#309950", "#319a50", "#329b51", "#339c52", "#349d53", "#359e53",
    "#369f54", "#37a055", "#38a156", "#39a257", "#3aa357", "#3ba458", "#3ca559", "#3da65a", "#3ea75a", "#3fa85b", "#3fa95c", "#40aa5d",
    "#42ab5d", "#43ac5e", "#45ad5f", "#46ae60", "#48ae60", "#4aaf61", "#4bb062", "#4db163", "#4eb264", "#50b264", "#52b365", "#53b466",
    "#55b567", "#56b567", "#58b668", "#5ab769", "#5bb86a", "#5db96b", "#5eb96b", "#60ba6c", "#62bb6d", "#63bc6e", "#65bd6f", "#66bd6f",
    "#68be70", "#6abf71", "#6bc072", "#6dc072", "#6ec173", "#70c274", "#72c375", "#73c476", "#75c477", "#76c578", "#78c679", "#79c67a",
    "#7ac77b", "#7cc87c", "#7dc87e", "#7fc97f", "#80ca80", "#81ca81", "#83cb82", "#84cc83", "#86cc85", "#87cd86", "#88ce87", "#8ace88",
    "#8bcf89", "#8dd08a", "#8ed08b", "#90d18d", "#91d28e", "#92d28f", "#94d390", "#95d391", "#97d492", "#98d594", "#99d595", "#9bd696",
    "#9cd797", "#9ed798", "#9fd899", "#a0d99b", "#a2d99c", "#a3da9d", "#a4da9e", "#a5db9f", "#a7dba0", "#a8dca2", "#a9dca3", "#aadda4",
    "#abdda5", "#acdea6", "#aedea7", "#afdfa8", "#b0dfaa", "#b1e0ab", "#b2e0ac", "#b4e1ad", "#b5e1ae", "#b6e2af", "#b7e2b1", "#b8e3b2",
    "#bae3b3", "#bbe4b4", "#bce4b5", "#bde5b6", "#bee5b8", "#c0e6b9", "#c1e6ba", "#c2e7bb", "#c3e7bc", "#c4e8bd", "#c6e8bf", "#c7e9c0",
    "#c8e9c1", "#c9eac2", "#caeac3", "#cbeac4", "#cbebc5", "#ccebc6", "#cdecc7", "#ceecc8", "#cfecc9", "#d0edca", "#d1edcb", "#d2edcc",
    "#d3eecd", "#d4eece", "#d5efcf", "#d6efd0", "#d7efd1", "#d8f0d2", "#d9f0d3", "#daf0d4", "#dbf1d5", "#dbf1d6", "#dcf2d7", "#ddf2d8",
    "#def2d9", "#dff3da", "#e0f3db", "#e1f3dc", "#e2f4dd", "#e3f4de", "#e4f5df", "#e5f5e0", "#e5f5e1", "#e6f5e1", "#e7f6e2", "#e7f6e3",
    "#e8f6e3", "#e8f6e4", "#e9f7e5", "#e9f7e5", "#eaf7e6", "#ebf7e7", "#ebf7e7", "#ecf8e8", "#ecf8e8", "#edf8e9", "#edf8ea", "#eef8ea",
    "#eff9eb", "#eff9ec", "#f0f9ec", "#f0f9ed", "#f1faee", "#f1faee", "#f2faef", "#f2faf0", "#f3faf0", "#f4fbf1", "#f4fbf2", "#f5fbf2",
    "#f5fbf3", "#f6fcf4", "#f6fcf4", "#f7fcf5")

Oranges3 = ("#e6550d", "#fdae6b", "#fee6ce")
Oranges4 = ("#d94701", "#fd8d3c", "#fdbe85", "#feedde")
Oranges5 = ("#a63603", "#e6550d", "#fd8d3c", "#fdbe85", "#feedde")
Oranges6 = ("#a63603", "#e6550d", "#fd8d3c", "#fdae6b", "#fdd0a2", "#feedde")
Oranges7 = ("#8c2d04", "#d94801", "#f16913", "#fd8d3c", "#fdae6b", "#fdd0a2", "#feedde")
Oranges8 = ("#8c2d04", "#d94801", "#f16913", "#fd8d3c", "#fdae6b", "#fdd0a2", "#fee6ce", "#fff5eb")
Oranges9 = ("#7f2704", "#a63603", "#d94801", "#f16913", "#fd8d3c", "#fdae6b", "#fdd0a2", "#fee6ce", "#fff5eb")
Oranges256 = (
    "#7f2704", "#802704", "#812804", "#832804", "#842904", "#852904", "#862a04", "#882a04", "#892b04", "#8a2b04", "#8b2c04", "#8c2c04",
    "#8e2d04", "#8f2d04", "#902e04", "#912e04", "#932f03", "#942f03", "#952f03", "#963003", "#973003", "#993103", "#9a3103", "#9b3203",
    "#9c3203", "#9e3303", "#9f3303", "#a03403", "#a13403", "#a23503", "#a43503", "#a53603", "#a63603", "#a83703", "#a93703", "#ab3803",
    "#ad3803", "#ae3903", "#b03903", "#b13a03", "#b33b02", "#b53b02", "#b63c02", "#b83c02", "#b93d02", "#bb3d02", "#bd3e02", "#be3f02",
    "#c03f02", "#c14002", "#c34002", "#c54102", "#c64102", "#c84202", "#c94202", "#cb4302", "#cd4401", "#ce4401", "#d04501", "#d14501",
    "#d34601", "#d54601", "#d64701", "#d84801", "#d94801", "#da4902", "#db4a02", "#db4b03", "#dc4c03", "#dd4d04", "#de4e05", "#de5005",
    "#df5106", "#e05206", "#e15307", "#e15407", "#e25508", "#e35608", "#e45709", "#e4580a", "#e5590a", "#e65a0b", "#e75b0b", "#e75c0c",
    "#e85d0c", "#e95e0d", "#ea5f0e", "#eb600e", "#eb610f", "#ec620f", "#ed6310", "#ee6410", "#ee6511", "#ef6612", "#f06712", "#f16813",
    "#f16913", "#f26b15", "#f26c16", "#f26d17", "#f36e19", "#f36f1a", "#f3701b", "#f4711c", "#f4721e", "#f5741f", "#f57520", "#f57622",
    "#f67723", "#f67824", "#f67925", "#f77a27", "#f77b28", "#f87d29", "#f87e2b", "#f87f2c", "#f9802d", "#f9812e", "#f98230", "#fa8331",
    "#fa8532", "#fb8634", "#fb8735", "#fb8836", "#fc8937", "#fc8a39", "#fc8b3a", "#fd8c3b", "#fd8e3d", "#fd8f3e", "#fd9040", "#fd9141",
    "#fd9243", "#fd9344", "#fd9446", "#fd9547", "#fd9649", "#fd974a", "#fd984b", "#fd994d", "#fd9a4e", "#fd9b50", "#fd9c51", "#fd9d53",
    "#fd9e54", "#fd9f56", "#fda057", "#fda159", "#fda25a", "#fda35c", "#fda45d", "#fda55f", "#fda660", "#fda762", "#fda863", "#fda965",
    "#fdab66", "#fdac67", "#fdad69", "#fdae6a", "#fdaf6c", "#fdb06e", "#fdb170", "#fdb271", "#fdb373", "#fdb475", "#fdb576", "#fdb678",
    "#fdb77a", "#fdb87c", "#fdb97d", "#fdba7f", "#fdbb81", "#fdbd83", "#fdbe84", "#fdbf86", "#fdc088", "#fdc189", "#fdc28b", "#fdc38d",
    "#fdc48f", "#fdc590", "#fdc692", "#fdc794", "#fdc895", "#fdc997", "#fdca99", "#fdcb9b", "#fdcd9c", "#fdce9e", "#fdcfa0", "#fdd0a2",
    "#fdd1a3", "#fdd1a4", "#fdd2a6", "#fdd3a7", "#fdd3a9", "#fdd4aa", "#fdd5ab", "#fdd5ad", "#fdd6ae", "#fdd7af", "#fdd7b1", "#fdd8b2",
    "#fdd9b4", "#fdd9b5", "#fddab6", "#fddbb8", "#fedcb9", "#fedcbb", "#feddbc", "#fedebd", "#fedebf", "#fedfc0", "#fee0c1", "#fee0c3",
    "#fee1c4", "#fee2c6", "#fee2c7", "#fee3c8", "#fee4ca", "#fee5cb", "#fee5cc", "#fee6ce", "#fee6cf", "#fee7d0", "#fee7d1", "#fee8d2",
    "#fee8d2", "#fee9d3", "#fee9d4", "#feead5", "#feead6", "#feebd7", "#feebd8", "#feecd9", "#feecda", "#feeddb", "#feeddc", "#feeddc",
    "#ffeedd", "#ffeede", "#ffefdf", "#ffefe0", "#fff0e1", "#fff0e2", "#fff1e3", "#fff1e4", "#fff2e5", "#fff2e6", "#fff3e6", "#fff3e7",
    "#fff4e8", "#fff4e9", "#fff5ea", "#fff5eb")

Reds3 = ("#de2d26", "#fc9272", "#fee0d2")
Reds4 = ("#cb181d", "#fb6a4a", "#fcae91", "#fee5d9")
Reds5 = ("#a50f15", "#de2d26", "#fb6a4a", "#fcae91", "#fee5d9")
Reds6 = ("#a50f15", "#de2d26", "#fb6a4a", "#fc9272", "#fcbba1", "#fee5d9")
Reds7 = ("#99000d", "#cb181d", "#ef3b2c", "#fb6a4a", "#fc9272", "#fcbba1", "#fee5d9")
Reds8 = ("#99000d", "#cb181d", "#ef3b2c", "#fb6a4a", "#fc9272", "#fcbba1", "#fee0d2", "#fff5f0")
Reds9 = ("#67000d", "#a50f15", "#cb181d", "#ef3b2c", "#fb6a4a", "#fc9272", "#fcbba1", "#fee0d2", "#fff5f0")
Reds256 = (
    "#67000d", "#69000d", "#6b010e", "#6d010e", "#6f020e", "#71020e", "#73030f", "#75030f", "#77040f", "#79040f", "#7a0510", "#7c0510",
    "#7e0610", "#800610", "#820711", "#840711", "#860811", "#880811", "#8a0812", "#8c0912", "#8e0912", "#900a12", "#920a13", "#940b13",
    "#960b13", "#980c13", "#9a0c14", "#9c0d14", "#9d0d14", "#9f0e14", "#a10e15", "#a30f15", "#a50f15", "#a60f15", "#a81016", "#a91016",
    "#aa1016", "#ab1016", "#ac1117", "#ad1117", "#af1117", "#b01217", "#b11218", "#b21218", "#b31218", "#b51318", "#b61319", "#b71319",
    "#b81419", "#b91419", "#bb141a", "#bc141a", "#bd151a", "#be151a", "#bf151b", "#c1161b", "#c2161b", "#c3161b", "#c4161c", "#c5171c",
    "#c7171c", "#c8171c", "#c9181d", "#ca181d", "#cb181d", "#cc191e", "#ce1a1e", "#cf1c1f", "#d01d1f", "#d11e1f", "#d21f20", "#d32020",
    "#d42121", "#d52221", "#d72322", "#d82422", "#d92523", "#da2723", "#db2824", "#dc2924", "#dd2a25", "#de2b25", "#e02c26", "#e12d26",
    "#e22e27", "#e32f27", "#e43027", "#e53228", "#e63328", "#e83429", "#e93529", "#ea362a", "#eb372a", "#ec382b", "#ed392b", "#ee3a2c",
    "#ef3c2c", "#f03d2d", "#f03f2e", "#f0402f", "#f14130", "#f14331", "#f14432", "#f24633", "#f24734", "#f34935", "#f34a36", "#f34c37",
    "#f44d38", "#f44f39", "#f4503a", "#f5523a", "#f5533b", "#f6553c", "#f6563d", "#f6583e", "#f7593f", "#f75b40", "#f75c41", "#f85d42",
    "#f85f43", "#f96044", "#f96245", "#f96346", "#fa6547", "#fa6648", "#fa6849", "#fb694a", "#fb6b4b", "#fb6c4c", "#fb6d4d", "#fb6e4e",
    "#fb7050", "#fb7151", "#fb7252", "#fb7353", "#fb7555", "#fb7656", "#fb7757", "#fb7858", "#fb7a5a", "#fb7b5b", "#fb7c5c", "#fb7d5d",
    "#fc7f5f", "#fc8060", "#fc8161", "#fc8262", "#fc8464", "#fc8565", "#fc8666", "#fc8767", "#fc8969", "#fc8a6a", "#fc8b6b", "#fc8d6d",
    "#fc8e6e", "#fc8f6f", "#fc9070", "#fc9272", "#fc9373", "#fc9474", "#fc9576", "#fc9777", "#fc9879", "#fc997a", "#fc9b7c", "#fc9c7d",
    "#fc9d7f", "#fc9e80", "#fca082", "#fca183", "#fca285", "#fca486", "#fca588", "#fca689", "#fca78b", "#fca98c", "#fcaa8d", "#fcab8f",
    "#fcad90", "#fcae92", "#fcaf93", "#fcb095", "#fcb296", "#fcb398", "#fcb499", "#fcb69b", "#fcb79c", "#fcb89e", "#fcb99f", "#fcbba1",
    "#fcbca2", "#fcbda4", "#fcbea5", "#fcbfa7", "#fcc1a8", "#fcc2aa", "#fcc3ab", "#fcc4ad", "#fdc5ae", "#fdc6b0", "#fdc7b2", "#fdc9b3",
    "#fdcab5", "#fdcbb6", "#fdccb8", "#fdcdb9", "#fdcebb", "#fdd0bc", "#fdd1be", "#fdd2bf", "#fdd3c1", "#fdd4c2", "#fdd5c4", "#fdd7c6",
    "#fed8c7", "#fed9c9", "#fedaca", "#fedbcc", "#fedccd", "#fedecf", "#fedfd0", "#fee0d2", "#fee1d3", "#fee1d4", "#fee2d5", "#fee3d6",
    "#fee3d7", "#fee4d8", "#fee5d8", "#fee5d9", "#fee6da", "#fee7db", "#fee7dc", "#fee8dd", "#fee8de", "#fee9df", "#feeae0", "#feeae1",
    "#ffebe2", "#ffece3", "#ffece4", "#ffede5", "#ffeee6", "#ffeee7", "#ffefe8", "#fff0e8", "#fff0e9", "#fff1ea", "#fff2eb", "#fff2ec",
    "#fff3ed", "#fff4ee", "#fff4ef", "#fff5f0")

Greys3 = ("#636363", "#bdbdbd", "#f0f0f0")
Greys4 = ("#525252", "#969696", "#cccccc", "#f7f7f7")
Greys5 = ("#252525", "#636363", "#969696", "#cccccc", "#f7f7f7")
Greys6 = ("#252525", "#636363", "#969696", "#bdbdbd", "#d9d9d9", "#f7f7f7")
Greys7 = ("#252525", "#525252", "#737373", "#969696", "#bdbdbd", "#d9d9d9", "#f7f7f7")
Greys8 = ("#252525", "#525252", "#737373", "#969696", "#bdbdbd", "#d9d9d9", "#f0f0f0", "#ffffff")
Greys9 = ("#000000", "#252525", "#525252", "#737373", "#969696", "#bdbdbd", "#d9d9d9", "#f0f0f0", "#ffffff")
Greys10 = ('#000000', '#1c1c1c', '#383838', '#555555', '#717171', '#8d8d8d', '#aaaaaa', '#c6c6c6', '#e2e2e2', '#ffffff')
Greys11 = ('#000000', '#191919', '#333333', '#4c4c4c', '#666666', '#7f7f7f', '#999999', '#b2b2b2', '#cccccc', '#e5e5e5', '#ffffff')
Greys256 = (
    "#000000", "#010101", "#020202", "#030303", "#040404", "#050505", "#060606", "#070707", "#080808", "#090909", "#0a0a0a", "#0b0b0b",
    "#0c0c0c", "#0d0d0d", "#0e0e0e", "#0f0f0f", "#101010", "#111111", "#121212", "#131313", "#141414", "#151515", "#161616", "#171717",
    "#181818", "#191919", "#1a1a1a", "#1b1b1b", "#1c1c1c", "#1d1d1d", "#1e1e1e", "#1f1f1f", "#202020", "#212121", "#222222", "#232323",
    "#242424", "#252525", "#262626", "#272727", "#282828", "#292929", "#2a2a2a", "#2b2b2b", "#2c2c2c", "#2d2d2d", "#2e2e2e", "#2f2f2f",
    "#303030", "#313131", "#323232", "#333333", "#343434", "#353535", "#363636", "#373737", "#383838", "#393939", "#3a3a3a", "#3b3b3b",
    "#3c3c3c", "#3d3d3d", "#3e3e3e", "#3f3f3f", "#404040", "#414141", "#424242", "#434343", "#444444", "#454545", "#464646", "#474747",
    "#484848", "#494949", "#4a4a4a", "#4b4b4b", "#4c4c4c", "#4d4d4d", "#4e4e4e", "#4f4f4f", "#505050", "#515151", "#525252", "#535353",
    "#545454", "#555555", "#565656", "#575757", "#585858", "#595959", "#5a5a5a", "#5b5b5b", "#5c5c5c", "#5d5d5d", "#5e5e5e", "#5f5f5f",
    "#606060", "#616161", "#626262", "#636363", "#646464", "#656565", "#666666", "#676767", "#686868", "#696969", "#6a6a6a", "#6b6b6b",
    "#6c6c6c", "#6d6d6d", "#6e6e6e", "#6f6f6f", "#707070", "#717171", "#727272", "#737373", "#747474", "#757575", "#767676", "#777777",
    "#787878", "#797979", "#7a7a7a", "#7b7b7b", "#7c7c7c", "#7d7d7d", "#7e7e7e", "#7f7f7f", "#808080", "#818181", "#828282", "#838383",
    "#848484", "#858585", "#868686", "#878787", "#888888", "#898989", "#8a8a8a", "#8b8b8b", "#8c8c8c", "#8d8d8d", "#8e8e8e", "#8f8f8f",
    "#909090", "#919191", "#929292", "#939393", "#949494", "#959595", "#969696", "#979797", "#989898", "#999999", "#9a9a9a", "#9b9b9b",
    "#9c9c9c", "#9d9d9d", "#9e9e9e", "#9f9f9f", "#a0a0a0", "#a1a1a1", "#a2a2a2", "#a3a3a3", "#a4a4a4", "#a5a5a5", "#a6a6a6", "#a7a7a7",
    "#a8a8a8", "#a9a9a9", "#aaaaaa", "#ababab", "#acacac", "#adadad", "#aeaeae", "#afafaf", "#b0b0b0", "#b1b1b1", "#b2b2b2", "#b3b3b3",
    "#b4b4b4", "#b5b5b5", "#b6b6b6", "#b7b7b7", "#b8b8b8", "#b9b9b9", "#bababa", "#bbbbbb", "#bcbcbc", "#bdbdbd", "#bebebe", "#bfbfbf",
    "#c0c0c0", "#c1c1c1", "#c2c2c2", "#c3c3c3", "#c4c4c4", "#c5c5c5", "#c6c6c6", "#c7c7c7", "#c8c8c8", "#c9c9c9", "#cacaca", "#cbcbcb",
    "#cccccc", "#cdcdcd", "#cecece", "#cfcfcf", "#d0d0d0", "#d1d1d1", "#d2d2d2", "#d3d3d3", "#d4d4d4", "#d5d5d5", "#d6d6d6", "#d7d7d7",
    "#d8d8d8", "#d9d9d9", "#dadada", "#dbdbdb", "#dcdcdc", "#dddddd", "#dedede", "#dfdfdf", "#e0e0e0", "#e1e1e1", "#e2e2e2", "#e3e3e3",
    "#e4e4e4", "#e5e5e5", "#e6e6e6", "#e7e7e7", "#e8e8e8", "#e9e9e9", "#eaeaea", "#ebebeb", "#ececec", "#ededed", "#eeeeee", "#efefef",
    "#f0f0f0", "#f1f1f1", "#f2f2f2", "#f3f3f3", "#f4f4f4", "#f5f5f5", "#f6f6f6", "#f7f7f7", "#f8f8f8", "#f9f9f9", "#fafafa", "#fbfbfb",
    "#fcfcfc", "#fdfdfd", "#fefefe", "#ffffff")

PuOr3 = ("#998ec3", "#f7f7f7", "#f1a340")
PuOr4 = ("#5e3c99", "#b2abd2", "#fdb863", "#e66101")
PuOr5 = ("#5e3c99", "#b2abd2", "#f7f7f7", "#fdb863", "#e66101")
PuOr6 = ("#542788", "#998ec3", "#d8daeb", "#fee0b6", "#f1a340", "#b35806")
PuOr7 = ("#542788", "#998ec3", "#d8daeb", "#f7f7f7", "#fee0b6", "#f1a340", "#b35806")
PuOr8 = ("#542788", "#8073ac", "#b2abd2", "#d8daeb", "#fee0b6", "#fdb863", "#e08214", "#b35806")
PuOr9 = ("#542788", "#8073ac", "#b2abd2", "#d8daeb", "#f7f7f7", "#fee0b6", "#fdb863", "#e08214", "#b35806")
PuOr10 = ("#2d004b", "#542788", "#8073ac", "#b2abd2", "#d8daeb", "#fee0b6", "#fdb863", "#e08214", "#b35806", "#7f3b08")
PuOr11 = ("#2d004b", "#542788", "#8073ac", "#b2abd2", "#d8daeb", "#f7f7f7", "#fee0b6", "#fdb863", "#e08214", "#b35806", "#7f3b08")

BrBG3 = ("#5ab4ac", "#f5f5f5", "#d8b365")
BrBG4 = ("#018571", "#80cdc1", "#dfc27d", "#a6611a")
BrBG5 = ("#018571", "#80cdc1", "#f5f5f5", "#dfc27d", "#a6611a")
BrBG6 = ("#01665e", "#5ab4ac", "#c7eae5", "#f6e8c3", "#d8b365", "#8c510a")
BrBG7 = ("#01665e", "#5ab4ac", "#c7eae5", "#f5f5f5", "#f6e8c3", "#d8b365", "#8c510a")
BrBG8 = ("#01665e", "#35978f", "#80cdc1", "#c7eae5", "#f6e8c3", "#dfc27d", "#bf812d", "#8c510a")
BrBG9 = ("#01665e", "#35978f", "#80cdc1", "#c7eae5", "#f5f5f5", "#f6e8c3", "#dfc27d", "#bf812d", "#8c510a")
BrBG10 = ("#003c30", "#01665e", "#35978f", "#80cdc1", "#c7eae5", "#f6e8c3", "#dfc27d", "#bf812d", "#8c510a", "#543005")
BrBG11 = ("#003c30", "#01665e", "#35978f", "#80cdc1", "#c7eae5", "#f5f5f5", "#f6e8c3", "#dfc27d", "#bf812d", "#8c510a", "#543005")

PRGn3 = ("#7fbf7b", "#f7f7f7", "#af8dc3")
PRGn4 = ("#008837", "#a6dba0", "#c2a5cf", "#7b3294")
PRGn5 = ("#008837", "#a6dba0", "#f7f7f7", "#c2a5cf", "#7b3294")
PRGn6 = ("#1b7837", "#7fbf7b", "#d9f0d3", "#e7d4e8", "#af8dc3", "#762a83")
PRGn7 = ("#1b7837", "#7fbf7b", "#d9f0d3", "#f7f7f7", "#e7d4e8", "#af8dc3", "#762a83")
PRGn8 = ("#1b7837", "#5aae61", "#a6dba0", "#d9f0d3", "#e7d4e8", "#c2a5cf", "#9970ab", "#762a83")
PRGn9 = ("#1b7837", "#5aae61", "#a6dba0", "#d9f0d3", "#f7f7f7", "#e7d4e8", "#c2a5cf", "#9970ab", "#762a83")
PRGn10 = ("#00441b", "#1b7837", "#5aae61", "#a6dba0", "#d9f0d3", "#e7d4e8", "#c2a5cf", "#9970ab", "#762a83", "#40004b")
PRGn11 = ("#00441b", "#1b7837", "#5aae61", "#a6dba0", "#d9f0d3", "#f7f7f7", "#e7d4e8", "#c2a5cf", "#9970ab", "#762a83", "#40004b")

PiYG3 = ("#a1d76a", "#f7f7f7", "#e9a3c9")
PiYG4 = ("#4dac26", "#b8e186", "#f1b6da", "#d01c8b")
PiYG5 = ("#4dac26", "#b8e186", "#f7f7f7", "#f1b6da", "#d01c8b")
PiYG6 = ("#4d9221", "#a1d76a", "#e6f5d0", "#fde0ef", "#e9a3c9", "#c51b7d")
PiYG7 = ("#4d9221", "#a1d76a", "#e6f5d0", "#f7f7f7", "#fde0ef", "#e9a3c9", "#c51b7d")
PiYG8 = ("#4d9221", "#7fbc41", "#b8e186", "#e6f5d0", "#fde0ef", "#f1b6da", "#de77ae", "#c51b7d")
PiYG9 = ("#4d9221", "#7fbc41", "#b8e186", "#e6f5d0", "#f7f7f7", "#fde0ef", "#f1b6da", "#de77ae", "#c51b7d")
PiYG10 = ("#276419", "#4d9221", "#7fbc41", "#b8e186", "#e6f5d0", "#fde0ef", "#f1b6da", "#de77ae", "#c51b7d", "#8e0152")
PiYG11 = ("#276419", "#4d9221", "#7fbc41", "#b8e186", "#e6f5d0", "#f7f7f7", "#fde0ef", "#f1b6da", "#de77ae", "#c51b7d", "#8e0152")

RdBu3 = ("#67a9cf", "#f7f7f7", "#ef8a62")
RdBu4 = ("#0571b0", "#92c5de", "#f4a582", "#ca0020")
RdBu5 = ("#0571b0", "#92c5de", "#f7f7f7", "#f4a582", "#ca0020")
RdBu6 = ("#2166ac", "#67a9cf", "#d1e5f0", "#fddbc7", "#ef8a62", "#b2182b")
RdBu7 = ("#2166ac", "#67a9cf", "#d1e5f0", "#f7f7f7", "#fddbc7", "#ef8a62", "#b2182b")
RdBu8 = ("#2166ac", "#4393c3", "#92c5de", "#d1e5f0", "#fddbc7", "#f4a582", "#d6604d", "#b2182b")
RdBu9 = ("#2166ac", "#4393c3", "#92c5de", "#d1e5f0", "#f7f7f7", "#fddbc7", "#f4a582", "#d6604d", "#b2182b")
RdBu10 = ("#053061", "#2166ac", "#4393c3", "#92c5de", "#d1e5f0", "#fddbc7", "#f4a582", "#d6604d", "#b2182b", "#67001f")
RdBu11 = ("#053061", "#2166ac", "#4393c3", "#92c5de", "#d1e5f0", "#f7f7f7", "#fddbc7", "#f4a582", "#d6604d", "#b2182b", "#67001f")

RdGy3 = ("#999999", "#ffffff", "#ef8a62")
RdGy4 = ("#404040", "#bababa", "#f4a582", "#ca0020")
RdGy5 = ("#404040", "#bababa", "#ffffff", "#f4a582", "#ca0020")
RdGy6 = ("#4d4d4d", "#999999", "#e0e0e0", "#fddbc7", "#ef8a62", "#b2182b")
RdGy7 = ("#4d4d4d", "#999999", "#e0e0e0", "#ffffff", "#fddbc7", "#ef8a62", "#b2182b")
RdGy8 = ("#4d4d4d", "#878787", "#bababa", "#e0e0e0", "#fddbc7", "#f4a582", "#d6604d", "#b2182b")
RdGy9 = ("#4d4d4d", "#878787", "#bababa", "#e0e0e0", "#ffffff", "#fddbc7", "#f4a582", "#d6604d", "#b2182b")
RdGy10 = ("#1a1a1a", "#4d4d4d", "#878787", "#bababa", "#e0e0e0", "#fddbc7", "#f4a582", "#d6604d", "#b2182b", "#67001f")
RdGy11 = ("#1a1a1a", "#4d4d4d", "#878787", "#bababa", "#e0e0e0", "#ffffff", "#fddbc7", "#f4a582", "#d6604d", "#b2182b", "#67001f")

RdYlBu3 = ("#91bfdb", "#ffffbf", "#fc8d59")
RdYlBu4 = ("#2c7bb6", "#abd9e9", "#fdae61", "#d7191c")
RdYlBu5 = ("#2c7bb6", "#abd9e9", "#ffffbf", "#fdae61", "#d7191c")
RdYlBu6 = ("#4575b4", "#91bfdb", "#e0f3f8", "#fee090", "#fc8d59", "#d73027")
RdYlBu7 = ("#4575b4", "#91bfdb", "#e0f3f8", "#ffffbf", "#fee090", "#fc8d59", "#d73027")
RdYlBu8 = ("#4575b4", "#74add1", "#abd9e9", "#e0f3f8", "#fee090", "#fdae61", "#f46d43", "#d73027")
RdYlBu9 = ("#4575b4", "#74add1", "#abd9e9", "#e0f3f8", "#ffffbf", "#fee090", "#fdae61", "#f46d43", "#d73027")
RdYlBu10 = ("#313695", "#4575b4", "#74add1", "#abd9e9", "#e0f3f8", "#fee090", "#fdae61", "#f46d43", "#d73027", "#a50026")
RdYlBu11 = ("#313695", "#4575b4", "#74add1", "#abd9e9", "#e0f3f8", "#ffffbf", "#fee090", "#fdae61", "#f46d43", "#d73027", "#a50026")

Spectral3 = ("#99d594", "#ffffbf", "#fc8d59")
Spectral4 = ("#2b83ba", "#abdda4", "#fdae61", "#d7191c")
Spectral5 = ("#2b83ba", "#abdda4", "#ffffbf", "#fdae61", "#d7191c")
Spectral6 = ("#3288bd", "#99d594", "#e6f598", "#fee08b", "#fc8d59", "#d53e4f")
Spectral7 = ("#3288bd", "#99d594", "#e6f598", "#ffffbf", "#fee08b", "#fc8d59", "#d53e4f")
Spectral8 = ("#3288bd", "#66c2a5", "#abdda4", "#e6f598", "#fee08b", "#fdae61", "#f46d43", "#d53e4f")
Spectral9 = ("#3288bd", "#66c2a5", "#abdda4", "#e6f598", "#ffffbf", "#fee08b", "#fdae61", "#f46d43", "#d53e4f")
Spectral10 = ("#5e4fa2", "#3288bd", "#66c2a5", "#abdda4", "#e6f598", "#fee08b", "#fdae61", "#f46d43", "#d53e4f", "#9e0142")
Spectral11 = ("#5e4fa2", "#3288bd", "#66c2a5", "#abdda4", "#e6f598", "#ffffbf", "#fee08b", "#fdae61", "#f46d43", "#d53e4f", "#9e0142")

RdYlGn3 = ("#91cf60", "#ffffbf", "#fc8d59")
RdYlGn4 = ("#1a9641", "#a6d96a", "#fdae61", "#d7191c")
RdYlGn5 = ("#1a9641", "#a6d96a", "#ffffbf", "#fdae61", "#d7191c")
RdYlGn6 = ("#1a9850", "#91cf60", "#d9ef8b", "#fee08b", "#fc8d59", "#d73027")
RdYlGn7 = ("#1a9850", "#91cf60", "#d9ef8b", "#ffffbf", "#fee08b", "#fc8d59", "#d73027")
RdYlGn8 = ("#1a9850", "#66bd63", "#a6d96a", "#d9ef8b", "#fee08b", "#fdae61", "#f46d43", "#d73027")
RdYlGn9 = ("#1a9850", "#66bd63", "#a6d96a", "#d9ef8b", "#ffffbf", "#fee08b", "#fdae61", "#f46d43", "#d73027")
RdYlGn10 = ("#006837", "#1a9850", "#66bd63", "#a6d96a", "#d9ef8b", "#fee08b", "#fdae61", "#f46d43", "#d73027", "#a50026")
RdYlGn11 = ("#006837", "#1a9850", "#66bd63", "#a6d96a", "#d9ef8b", "#ffffbf", "#fee08b", "#fdae61", "#f46d43", "#d73027", "#a50026")

# http://colorbrewer2.org/?type=qualitative&scheme=Accent&n=8
Accent8 = ('#7fc97f', '#beaed4', '#fdc086', '#ffff99', '#386cb0', '#f0027f', '#bf5b17', '#666666')
Accent7 = Accent8[:7]
Accent6 = Accent8[:6]
Accent5 = Accent8[:5]
Accent4 = Accent8[:4]
Accent3 = Accent8[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Dark2&n=8
Dark2_8 = ('#1b9e77', '#d95f02', '#7570b3', '#e7298a', '#66a61e', '#e6ab02', '#a6761d', '#666666')
Dark2_7 = Dark2_8[:7]
Dark2_6 = Dark2_8[:6]
Dark2_5 = Dark2_8[:5]
Dark2_4 = Dark2_8[:4]
Dark2_3 = Dark2_8[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Paired&n=12
Paired12 = ('#a6cee3', '#1f78b4', '#b2df8a', '#33a02c', '#fb9a99', '#e31a1c', '#fdbf6f', '#ff7f00', '#cab2d6', '#6a3d9a', '#ffff99', '#b15928')
Paired11 = Paired12[:11]
Paired10 = Paired12[:10]
Paired9 = Paired12[:9]
Paired8 = Paired12[:8]
Paired7 = Paired12[:7]
Paired6 = Paired12[:6]
Paired5 = Paired12[:5]
Paired4 = Paired12[:4]
Paired3 = Paired12[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Pastel1&n=9
Pastel1_9 = ('#fbb4ae', '#b3cde3', '#ccebc5', '#decbe4', '#fed9a6', '#ffffcc', '#e5d8bd', '#fddaec', '#f2f2f2')
Pastel1_8 = Pastel1_9[:8]
Pastel1_7 = Pastel1_9[:7]
Pastel1_6 = Pastel1_9[:6]
Pastel1_5 = Pastel1_9[:5]
Pastel1_4 = Pastel1_9[:4]
Pastel1_3 = Pastel1_9[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Pastel2&n=8
Pastel2_8 = ('#b3e2cd', '#fdcdac', '#cbd5e8', '#f4cae4', '#e6f5c9', '#fff2ae', '#f1e2cc', '#cccccc')
Pastel2_7 = Pastel2_8[:7]
Pastel2_6 = Pastel2_8[:6]
Pastel2_5 = Pastel2_8[:5]
Pastel2_4 = Pastel2_8[:4]
Pastel2_3 = Pastel2_8[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Set1&n=9
Set1_9 = ('#e41a1c', '#377eb8', '#4daf4a', '#984ea3', '#ff7f00', '#ffff33', '#a65628', '#f781bf', '#999999')
Set1_8 = Set1_9[:8]
Set1_7 = Set1_9[:7]
Set1_6 = Set1_9[:6]
Set1_5 = Set1_9[:5]
Set1_4 = Set1_9[:4]
Set1_3 = Set1_9[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Set2&n=8
Set2_8 = ('#66c2a5', '#fc8d62', '#8da0cb', '#e78ac3', '#a6d854', '#ffd92f', '#e5c494', '#b3b3b3')
Set2_7 = Set2_8[:7]
Set2_6 = Set2_8[:6]
Set2_5 = Set2_8[:5]
Set2_4 = Set2_8[:4]
Set2_3 = Set2_8[:3]

# http://colorbrewer2.org/?type=qualitative&scheme=Set3&n=12
Set3_12 = ('#8dd3c7', '#ffffb3', '#bebada', '#fb8072', '#80b1d3', '#fdb462', '#b3de69', '#fccde5', '#d9d9d9', '#bc80bd', '#ccebc5', '#ffed6f')
Set3_11 = Set3_12[:11]
Set3_10 = Set3_12[:10]
Set3_9 = Set3_12[:9]
Set3_8 = Set3_12[:8]
Set3_7 = Set3_12[:7]
Set3_6 = Set3_12[:6]
Set3_5 = Set3_12[:5]
Set3_4 = Set3_12[:4]
Set3_3 = Set3_12[:3]

Inferno3 = ('#000003', '#BA3655', '#FCFEA4')
Inferno4 = ('#000003', '#781C6D', '#ED6825', '#FCFEA4')
Inferno5 = ('#000003', '#550F6D', '#BA3655', '#F98C09', '#FCFEA4')
Inferno6 = ('#000003', '#410967', '#932567', '#DC5039', '#FBA40A', '#FCFEA4')
Inferno7 = ('#000003', '#32095D', '#781C6D', '#BA3655', '#ED6825', '#FBB318', '#FCFEA4')
Inferno8 = ('#000003', '#270B52', '#63146E', '#9E2963', '#D24742', '#F57C15', '#FABF25', '#FCFEA4')
Inferno9 = ('#000003', '#1F0C47', '#550F6D', '#88216A', '#BA3655', '#E35832', '#F98C09', '#F8C931', '#FCFEA4')
Inferno10 = ('#000003', '#1A0B40', '#4A0B6A', '#781C6D', '#A42C60', '#CD4247', '#ED6825', '#FB9906', '#F7CF3A', '#FCFEA4')
Inferno11 = ('#000003', '#160B39', '#410967', '#6A176E', '#932567', '#BA3655', '#DC5039', '#F2751A', '#FBA40A', '#F6D542', '#FCFEA4')
Inferno256 = (
    '#000003', '#000004', '#000006', '#010007', '#010109', '#01010B', '#02010E', '#020210', '#030212', '#040314', '#040316', '#050418',
    '#06041B', '#07051D', '#08061F', '#090621', '#0A0723', '#0B0726', '#0D0828', '#0E082A', '#0F092D', '#10092F', '#120A32', '#130A34',
    '#140B36', '#160B39', '#170B3B', '#190B3E', '#1A0B40', '#1C0C43', '#1D0C45', '#1F0C47', '#200C4A', '#220B4C', '#240B4E', '#260B50',
    '#270B52', '#290B54', '#2B0A56', '#2D0A58', '#2E0A5A', '#300A5C', '#32095D', '#34095F', '#350960', '#370961', '#390962', '#3B0964',
    '#3C0965', '#3E0966', '#400966', '#410967', '#430A68', '#450A69', '#460A69', '#480B6A', '#4A0B6A', '#4B0C6B', '#4D0C6B', '#4F0D6C',
    '#500D6C', '#520E6C', '#530E6D', '#550F6D', '#570F6D', '#58106D', '#5A116D', '#5B116E', '#5D126E', '#5F126E', '#60136E', '#62146E',
    '#63146E', '#65156E', '#66156E', '#68166E', '#6A176E', '#6B176E', '#6D186E', '#6E186E', '#70196E', '#72196D', '#731A6D', '#751B6D',
    '#761B6D', '#781C6D', '#7A1C6D', '#7B1D6C', '#7D1D6C', '#7E1E6C', '#801F6B', '#811F6B', '#83206B', '#85206A', '#86216A', '#88216A',
    '#892269', '#8B2269', '#8D2369', '#8E2468', '#902468', '#912567', '#932567', '#952666', '#962666', '#982765', '#992864', '#9B2864',
    '#9C2963', '#9E2963', '#A02A62', '#A12B61', '#A32B61', '#A42C60', '#A62C5F', '#A72D5F', '#A92E5E', '#AB2E5D', '#AC2F5C', '#AE305B',
    '#AF315B', '#B1315A', '#B23259', '#B43358', '#B53357', '#B73456', '#B83556', '#BA3655', '#BB3754', '#BD3753', '#BE3852', '#BF3951',
    '#C13A50', '#C23B4F', '#C43C4E', '#C53D4D', '#C73E4C', '#C83E4B', '#C93F4A', '#CB4049', '#CC4148', '#CD4247', '#CF4446', '#D04544',
    '#D14643', '#D24742', '#D44841', '#D54940', '#D64A3F', '#D74B3E', '#D94D3D', '#DA4E3B', '#DB4F3A', '#DC5039', '#DD5238', '#DE5337',
    '#DF5436', '#E05634', '#E25733', '#E35832', '#E45A31', '#E55B30', '#E65C2E', '#E65E2D', '#E75F2C', '#E8612B', '#E9622A', '#EA6428',
    '#EB6527', '#EC6726', '#ED6825', '#ED6A23', '#EE6C22', '#EF6D21', '#F06F1F', '#F0701E', '#F1721D', '#F2741C', '#F2751A', '#F37719',
    '#F37918', '#F47A16', '#F57C15', '#F57E14', '#F68012', '#F68111', '#F78310', '#F7850E', '#F8870D', '#F8880C', '#F88A0B', '#F98C09',
    '#F98E08', '#F99008', '#FA9107', '#FA9306', '#FA9506', '#FA9706', '#FB9906', '#FB9B06', '#FB9D06', '#FB9E07', '#FBA007', '#FBA208',
    '#FBA40A', '#FBA60B', '#FBA80D', '#FBAA0E', '#FBAC10', '#FBAE12', '#FBB014', '#FBB116', '#FBB318', '#FBB51A', '#FBB71C', '#FBB91E',
    '#FABB21', '#FABD23', '#FABF25', '#FAC128', '#F9C32A', '#F9C52C', '#F9C72F', '#F8C931', '#F8CB34', '#F8CD37', '#F7CF3A', '#F7D13C',
    '#F6D33F', '#F6D542', '#F5D745', '#F5D948', '#F4DB4B', '#F4DC4F', '#F3DE52', '#F3E056', '#F3E259', '#F2E45D', '#F2E660', '#F1E864',
    '#F1E968', '#F1EB6C', '#F1ED70', '#F1EE74', '#F1F079', '#F1F27D', '#F2F381', '#F2F485', '#F3F689', '#F4F78D', '#F5F891', '#F6FA95',
    '#F7FB99', '#F9FC9D', '#FAFDA0', '#FCFEA4')

Magma3 = ('#000003', '#B53679', '#FBFCBF')
Magma4 = ('#000003', '#711F81', '#F0605D', '#FBFCBF')
Magma5 = ('#000003', '#4F117B', '#B53679', '#FB8660', '#FBFCBF')
Magma6 = ('#000003', '#3B0F6F', '#8C2980', '#DD4968', '#FD9F6C', '#FBFCBF')
Magma7 = ('#000003', '#2B115E', '#711F81', '#B53679', '#F0605D', '#FEAE76', '#FBFCBF')
Magma8 = ('#000003', '#221150', '#5D177E', '#972C7F', '#D1426E', '#F8755C', '#FEB97F', '#FBFCBF')
Magma9 = ('#000003', '#1B1044', '#4F117B', '#812581', '#B53679', '#E55063', '#FB8660', '#FEC286', '#FBFCBF')
Magma10 = ('#000003', '#170F3C', '#430F75', '#711F81', '#9E2E7E', '#CB3E71', '#F0605D', '#FC9366', '#FEC78B', '#FBFCBF')
Magma11 = ('#000003', '#140D35', '#3B0F6F', '#63197F', '#8C2980', '#B53679', '#DD4968', '#F66E5B', '#FD9F6C', '#FDCD90', '#FBFCBF')
Magma256 = (
    '#000003', '#000004', '#000006', '#010007', '#010109', '#01010B', '#02020D', '#02020F', '#030311', '#040313', '#040415', '#050417',
    '#060519', '#07051B', '#08061D', '#09071F', '#0A0722', '#0B0824', '#0C0926', '#0D0A28', '#0E0A2A', '#0F0B2C', '#100C2F', '#110C31',
    '#120D33', '#140D35', '#150E38', '#160E3A', '#170F3C', '#180F3F', '#1A1041', '#1B1044', '#1C1046', '#1E1049', '#1F114B', '#20114D',
    '#221150', '#231152', '#251155', '#261157', '#281159', '#2A115C', '#2B115E', '#2D1060', '#2F1062', '#301065', '#321067', '#341068',
    '#350F6A', '#370F6C', '#390F6E', '#3B0F6F', '#3C0F71', '#3E0F72', '#400F73', '#420F74', '#430F75', '#450F76', '#470F77', '#481078',
    '#4A1079', '#4B1079', '#4D117A', '#4F117B', '#50127B', '#52127C', '#53137C', '#55137D', '#57147D', '#58157E', '#5A157E', '#5B167E',
    '#5D177E', '#5E177F', '#60187F', '#61187F', '#63197F', '#651A80', '#661A80', '#681B80', '#691C80', '#6B1C80', '#6C1D80', '#6E1E81',
    '#6F1E81', '#711F81', '#731F81', '#742081', '#762181', '#772181', '#792281', '#7A2281', '#7C2381', '#7E2481', '#7F2481', '#812581',
    '#822581', '#842681', '#852681', '#872781', '#892881', '#8A2881', '#8C2980', '#8D2980', '#8F2A80', '#912A80', '#922B80', '#942B80',
    '#952C80', '#972C7F', '#992D7F', '#9A2D7F', '#9C2E7F', '#9E2E7E', '#9F2F7E', '#A12F7E', '#A3307E', '#A4307D', '#A6317D', '#A7317D',
    '#A9327C', '#AB337C', '#AC337B', '#AE347B', '#B0347B', '#B1357A', '#B3357A', '#B53679', '#B63679', '#B83778', '#B93778', '#BB3877',
    '#BD3977', '#BE3976', '#C03A75', '#C23A75', '#C33B74', '#C53C74', '#C63C73', '#C83D72', '#CA3E72', '#CB3E71', '#CD3F70', '#CE4070',
    '#D0416F', '#D1426E', '#D3426D', '#D4436D', '#D6446C', '#D7456B', '#D9466A', '#DA4769', '#DC4869', '#DD4968', '#DE4A67', '#E04B66',
    '#E14C66', '#E24D65', '#E44E64', '#E55063', '#E65162', '#E75262', '#E85461', '#EA5560', '#EB5660', '#EC585F', '#ED595F', '#EE5B5E',
    '#EE5D5D', '#EF5E5D', '#F0605D', '#F1615C', '#F2635C', '#F3655C', '#F3675B', '#F4685B', '#F56A5B', '#F56C5B', '#F66E5B', '#F6705B',
    '#F7715B', '#F7735C', '#F8755C', '#F8775C', '#F9795C', '#F97B5D', '#F97D5D', '#FA7F5E', '#FA805E', '#FA825F', '#FB8460', '#FB8660',
    '#FB8861', '#FB8A62', '#FC8C63', '#FC8E63', '#FC9064', '#FC9265', '#FC9366', '#FD9567', '#FD9768', '#FD9969', '#FD9B6A', '#FD9D6B',
    '#FD9F6C', '#FDA16E', '#FDA26F', '#FDA470', '#FEA671', '#FEA873', '#FEAA74', '#FEAC75', '#FEAE76', '#FEAF78', '#FEB179', '#FEB37B',
    '#FEB57C', '#FEB77D', '#FEB97F', '#FEBB80', '#FEBC82', '#FEBE83', '#FEC085', '#FEC286', '#FEC488', '#FEC689', '#FEC78B', '#FEC98D',
    '#FECB8E', '#FDCD90', '#FDCF92', '#FDD193', '#FDD295', '#FDD497', '#FDD698', '#FDD89A', '#FDDA9C', '#FDDC9D', '#FDDD9F', '#FDDFA1',
    '#FDE1A3', '#FCE3A5', '#FCE5A6', '#FCE6A8', '#FCE8AA', '#FCEAAC', '#FCECAE', '#FCEEB0', '#FCF0B1', '#FCF1B3', '#FCF3B5', '#FCF5B7',
    '#FBF7B9', '#FBF9BB', '#FBFABD', '#FBFCBF')

Plasma3 = ('#0C0786', '#CA4678', '#EFF821')
Plasma4 = ('#0C0786', '#9B179E', '#EC7853', '#EFF821')
Plasma5 = ('#0C0786', '#7C02A7', '#CA4678', '#F79341', '#EFF821')
Plasma6 = ('#0C0786', '#6A00A7', '#B02A8F', '#E06461', '#FCA635', '#EFF821')
Plasma7 = ('#0C0786', '#5C00A5', '#9B179E', '#CA4678', '#EC7853', '#FDB22F', '#EFF821')
Plasma8 = ('#0C0786', '#5201A3', '#8908A5', '#B83289', '#DA5A68', '#F38748', '#FDBB2B', '#EFF821')
Plasma9 = ('#0C0786', '#4A02A0', '#7C02A7', '#A82296', '#CA4678', '#E56B5C', '#F79341', '#FDC328', '#EFF821')
Plasma10 = ('#0C0786', '#45039E', '#7200A8', '#9B179E', '#BC3685', '#D7566C', '#EC7853', '#FA9D3A', '#FCC726', '#EFF821')
Plasma11 = ('#0C0786', '#40039C', '#6A00A7', '#8F0DA3', '#B02A8F', '#CA4678', '#E06461', '#F1824C', '#FCA635', '#FCCC25', '#EFF821')
Plasma256 = (
    '#0C0786', '#100787', '#130689', '#15068A', '#18068B', '#1B068C', '#1D068D', '#1F058E', '#21058F', '#230590', '#250591', '#270592',
    '#290593', '#2B0594', '#2D0494', '#2F0495', '#310496', '#330497', '#340498', '#360498', '#380499', '#3A049A', '#3B039A', '#3D039B',
    '#3F039C', '#40039C', '#42039D', '#44039E', '#45039E', '#47029F', '#49029F', '#4A02A0', '#4C02A1', '#4E02A1', '#4F02A2', '#5101A2',
    '#5201A3', '#5401A3', '#5601A3', '#5701A4', '#5901A4', '#5A00A5', '#5C00A5', '#5E00A5', '#5F00A6', '#6100A6', '#6200A6', '#6400A7',
    '#6500A7', '#6700A7', '#6800A7', '#6A00A7', '#6C00A8', '#6D00A8', '#6F00A8', '#7000A8', '#7200A8', '#7300A8', '#7500A8', '#7601A8',
    '#7801A8', '#7901A8', '#7B02A8', '#7C02A7', '#7E03A7', '#7F03A7', '#8104A7', '#8204A7', '#8405A6', '#8506A6', '#8607A6', '#8807A5',
    '#8908A5', '#8B09A4', '#8C0AA4', '#8E0CA4', '#8F0DA3', '#900EA3', '#920FA2', '#9310A1', '#9511A1', '#9612A0', '#9713A0', '#99149F',
    '#9A159E', '#9B179E', '#9D189D', '#9E199C', '#9F1A9B', '#A01B9B', '#A21C9A', '#A31D99', '#A41E98', '#A51F97', '#A72197', '#A82296',
    '#A92395', '#AA2494', '#AC2593', '#AD2692', '#AE2791', '#AF2890', '#B02A8F', '#B12B8F', '#B22C8E', '#B42D8D', '#B52E8C', '#B62F8B',
    '#B7308A', '#B83289', '#B93388', '#BA3487', '#BB3586', '#BC3685', '#BD3784', '#BE3883', '#BF3982', '#C03B81', '#C13C80', '#C23D80',
    '#C33E7F', '#C43F7E', '#C5407D', '#C6417C', '#C7427B', '#C8447A', '#C94579', '#CA4678', '#CB4777', '#CC4876', '#CD4975', '#CE4A75',
    '#CF4B74', '#D04D73', '#D14E72', '#D14F71', '#D25070', '#D3516F', '#D4526E', '#D5536D', '#D6556D', '#D7566C', '#D7576B', '#D8586A',
    '#D95969', '#DA5A68', '#DB5B67', '#DC5D66', '#DC5E66', '#DD5F65', '#DE6064', '#DF6163', '#DF6262', '#E06461', '#E16560', '#E26660',
    '#E3675F', '#E3685E', '#E46A5D', '#E56B5C', '#E56C5B', '#E66D5A', '#E76E5A', '#E87059', '#E87158', '#E97257', '#EA7356', '#EA7455',
    '#EB7654', '#EC7754', '#EC7853', '#ED7952', '#ED7B51', '#EE7C50', '#EF7D4F', '#EF7E4E', '#F0804D', '#F0814D', '#F1824C', '#F2844B',
    '#F2854A', '#F38649', '#F38748', '#F48947', '#F48A47', '#F58B46', '#F58D45', '#F68E44', '#F68F43', '#F69142', '#F79241', '#F79341',
    '#F89540', '#F8963F', '#F8983E', '#F9993D', '#F99A3C', '#FA9C3B', '#FA9D3A', '#FA9F3A', '#FAA039', '#FBA238', '#FBA337', '#FBA436',
    '#FCA635', '#FCA735', '#FCA934', '#FCAA33', '#FCAC32', '#FCAD31', '#FDAF31', '#FDB030', '#FDB22F', '#FDB32E', '#FDB52D', '#FDB62D',
    '#FDB82C', '#FDB92B', '#FDBB2B', '#FDBC2A', '#FDBE29', '#FDC029', '#FDC128', '#FDC328', '#FDC427', '#FDC626', '#FCC726', '#FCC926',
    '#FCCB25', '#FCCC25', '#FCCE25', '#FBD024', '#FBD124', '#FBD324', '#FAD524', '#FAD624', '#FAD824', '#F9D924', '#F9DB24', '#F8DD24',
    '#F8DF24', '#F7E024', '#F7E225', '#F6E425', '#F6E525', '#F5E726', '#F5E926', '#F4EA26', '#F3EC26', '#F3EE26', '#F2F026', '#F2F126',
    '#F1F326', '#F0F525', '#F0F623', '#EFF821')

Viridis3 = ('#440154', '#208F8C', '#FDE724')
Viridis4 = ('#440154', '#30678D', '#35B778', '#FDE724')
Viridis5 = ('#440154', '#3B518A', '#208F8C', '#5BC862', '#FDE724')
Viridis6 = ('#440154', '#404387', '#29788E', '#22A784', '#79D151', '#FDE724')
Viridis7 = ('#440154', '#443982', '#30678D', '#208F8C', '#35B778', '#8DD644', '#FDE724')
Viridis8 = ('#440154', '#46317E', '#365A8C', '#277E8E', '#1EA087', '#49C16D', '#9DD93A', '#FDE724')
Viridis9 = ('#440154', '#472B7A', '#3B518A', '#2C718E', '#208F8C', '#27AD80', '#5BC862', '#AADB32', '#FDE724')
Viridis10 = ('#440154', '#472777', '#3E4989', '#30678D', '#25828E', '#1E9C89', '#35B778', '#6BCD59', '#B2DD2C', '#FDE724')
Viridis11 = ('#440154', '#482374', '#404387', '#345E8D', '#29788E', '#208F8C', '#22A784', '#42BE71', '#79D151', '#BADE27', '#FDE724')
Viridis256 = (
    '#440154', '#440255', '#440357', '#450558', '#45065A', '#45085B', '#46095C', '#460B5E', '#460C5F', '#460E61', '#470F62', '#471163',
    '#471265', '#471466', '#471567', '#471669', '#47186A', '#48196B', '#481A6C', '#481C6E', '#481D6F', '#481E70', '#482071', '#482172',
    '#482273', '#482374', '#472575', '#472676', '#472777', '#472878', '#472A79', '#472B7A', '#472C7B', '#462D7C', '#462F7C', '#46307D',
    '#46317E', '#45327F', '#45347F', '#453580', '#453681', '#443781', '#443982', '#433A83', '#433B83', '#433C84', '#423D84', '#423E85',
    '#424085', '#414186', '#414286', '#404387', '#404487', '#3F4587', '#3F4788', '#3E4888', '#3E4989', '#3D4A89', '#3D4B89', '#3D4C89',
    '#3C4D8A', '#3C4E8A', '#3B508A', '#3B518A', '#3A528B', '#3A538B', '#39548B', '#39558B', '#38568B', '#38578C', '#37588C', '#37598C',
    '#365A8C', '#365B8C', '#355C8C', '#355D8C', '#345E8D', '#345F8D', '#33608D', '#33618D', '#32628D', '#32638D', '#31648D', '#31658D',
    '#31668D', '#30678D', '#30688D', '#2F698D', '#2F6A8D', '#2E6B8E', '#2E6C8E', '#2E6D8E', '#2D6E8E', '#2D6F8E', '#2C708E', '#2C718E',
    '#2C728E', '#2B738E', '#2B748E', '#2A758E', '#2A768E', '#2A778E', '#29788E', '#29798E', '#287A8E', '#287A8E', '#287B8E', '#277C8E',
    '#277D8E', '#277E8E', '#267F8E', '#26808E', '#26818E', '#25828E', '#25838D', '#24848D', '#24858D', '#24868D', '#23878D', '#23888D',
    '#23898D', '#22898D', '#228A8D', '#228B8D', '#218C8D', '#218D8C', '#218E8C', '#208F8C', '#20908C', '#20918C', '#1F928C', '#1F938B',
    '#1F948B', '#1F958B', '#1F968B', '#1E978A', '#1E988A', '#1E998A', '#1E998A', '#1E9A89', '#1E9B89', '#1E9C89', '#1E9D88', '#1E9E88',
    '#1E9F88', '#1EA087', '#1FA187', '#1FA286', '#1FA386', '#20A485', '#20A585', '#21A685', '#21A784', '#22A784', '#23A883', '#23A982',
    '#24AA82', '#25AB81', '#26AC81', '#27AD80', '#28AE7F', '#29AF7F', '#2AB07E', '#2BB17D', '#2CB17D', '#2EB27C', '#2FB37B', '#30B47A',
    '#32B57A', '#33B679', '#35B778', '#36B877', '#38B976', '#39B976', '#3BBA75', '#3DBB74', '#3EBC73', '#40BD72', '#42BE71', '#44BE70',
    '#45BF6F', '#47C06E', '#49C16D', '#4BC26C', '#4DC26B', '#4FC369', '#51C468', '#53C567', '#55C666', '#57C665', '#59C764', '#5BC862',
    '#5EC961', '#60C960', '#62CA5F', '#64CB5D', '#67CC5C', '#69CC5B', '#6BCD59', '#6DCE58', '#70CE56', '#72CF55', '#74D054', '#77D052',
    '#79D151', '#7CD24F', '#7ED24E', '#81D34C', '#83D34B', '#86D449', '#88D547', '#8BD546', '#8DD644', '#90D643', '#92D741', '#95D73F',
    '#97D83E', '#9AD83C', '#9DD93A', '#9FD938', '#A2DA37', '#A5DA35', '#A7DB33', '#AADB32', '#ADDC30', '#AFDC2E', '#B2DD2C', '#B5DD2B',
    '#B7DD29', '#BADE27', '#BDDE26', '#BFDF24', '#C2DF22', '#C5DF21', '#C7E01F', '#CAE01E', '#CDE01D', '#CFE11C', '#D2E11B', '#D4E11A',
    '#D7E219', '#DAE218', '#DCE218', '#DFE318', '#E1E318', '#E4E318', '#E7E419', '#E9E419', '#ECE41A', '#EEE51B', '#F1E51C', '#F3E51E',
    '#F6E61F', '#F8E621', '#FAE622', '#FDE724')

Cividis3 = ('#00204C', '#7B7B78', '#FFE945')
Cividis4 = ('#00204C', '#565C6C', '#A69C75', '#FFE945')
Cividis5 = ('#00204C', '#404C6B', '#7B7B78', '#BCAE6E', '#FFE945')
Cividis6 = ('#00204C', '#31446B', '#666870', '#958F78', '#CAB969', '#FFE945')
Cividis7 = ('#00204C', '#223D6C', '#565C6C', '#7B7B78', '#A69C75', '#D3C065', '#FFE945')
Cividis8 = ('#00204C', '#15396D', '#49536B', '#6C6D72', '#8D8878', '#B2A672', '#D9C661', '#FFE945')
Cividis9 = ('#00204C', '#01356E', '#404C6B', '#5F636E', '#7B7B78', '#9B9377', '#BCAE6E', '#DFCB5D', '#FFE945')
Cividis10 = ('#00204C', '#00336E', '#37476B', '#565C6C', '#6F7073', '#898578', '#A69C75', '#C3B46C', '#E3CD5B', '#FFE945')
Cividis11 = ('#00204C', '#00316F', '#31446B', '#4D556B', '#666870', '#7B7B78', '#958F78', '#AEA373', '#CAB969', '#E6D059', '#FFE945')
Cividis256 = (
    '#00204C', '#00204E', '#002150', '#002251', '#002353', '#002355', '#002456', '#002558', '#00265A', '#00265B', '#00275D', '#00285F',
    '#002861', '#002963', '#002A64', '#002A66', '#002B68', '#002C6A', '#002D6C', '#002D6D', '#002E6E', '#002E6F', '#002F6F', '#002F6F',
    '#00306F', '#00316F', '#00316F', '#00326E', '#00336E', '#00346E', '#00346E', '#01356E', '#06366E', '#0A376D', '#0E376D', '#12386D',
    '#15396D', '#17396D', '#1A3A6C', '#1C3B6C', '#1E3C6C', '#203C6C', '#223D6C', '#243E6C', '#263E6C', '#273F6C', '#29406B', '#2B416B',
    '#2C416B', '#2E426B', '#2F436B', '#31446B', '#32446B', '#33456B', '#35466B', '#36466B', '#37476B', '#38486B', '#3A496B', '#3B496B',
    '#3C4A6B', '#3D4B6B', '#3E4B6B', '#404C6B', '#414D6B', '#424E6B', '#434E6B', '#444F6B', '#45506B', '#46506B', '#47516B', '#48526B',
    '#49536B', '#4A536B', '#4B546B', '#4C556B', '#4D556B', '#4E566B', '#4F576C', '#50586C', '#51586C', '#52596C', '#535A6C', '#545A6C',
    '#555B6C', '#565C6C', '#575D6D', '#585D6D', '#595E6D', '#5A5F6D', '#5B5F6D', '#5C606D', '#5D616E', '#5E626E', '#5F626E', '#5F636E',
    '#60646E', '#61656F', '#62656F', '#63666F', '#64676F', '#65676F', '#666870', '#676970', '#686A70', '#686A70', '#696B71', '#6A6C71',
    '#6B6D71', '#6C6D72', '#6D6E72', '#6E6F72', '#6F6F72', '#6F7073', '#707173', '#717273', '#727274', '#737374', '#747475', '#757575',
    '#757575', '#767676', '#777776', '#787876', '#797877', '#7A7977', '#7B7A77', '#7B7B78', '#7C7B78', '#7D7C78', '#7E7D78', '#7F7E78',
    '#807E78', '#817F78', '#828078', '#838178', '#848178', '#858278', '#868378', '#878478', '#888578', '#898578', '#8A8678', '#8B8778',
    '#8C8878', '#8D8878', '#8E8978', '#8F8A78', '#908B78', '#918C78', '#928C78', '#938D78', '#948E78', '#958F78', '#968F77', '#979077',
    '#989177', '#999277', '#9A9377', '#9B9377', '#9C9477', '#9D9577', '#9E9676', '#9F9776', '#A09876', '#A19876', '#A29976', '#A39A75',
    '#A49B75', '#A59C75', '#A69C75', '#A79D75', '#A89E74', '#A99F74', '#AAA074', '#ABA174', '#ACA173', '#ADA273', '#AEA373', '#AFA473',
    '#B0A572', '#B1A672', '#B2A672', '#B4A771', '#B5A871', '#B6A971', '#B7AA70', '#B8AB70', '#B9AB70', '#BAAC6F', '#BBAD6F', '#BCAE6E',
    '#BDAF6E', '#BEB06E', '#BFB16D', '#C0B16D', '#C1B26C', '#C2B36C', '#C3B46C', '#C5B56B', '#C6B66B', '#C7B76A', '#C8B86A', '#C9B869',
    '#CAB969', '#CBBA68', '#CCBB68', '#CDBC67', '#CEBD67', '#D0BE66', '#D1BF66', '#D2C065', '#D3C065', '#D4C164', '#D5C263', '#D6C363',
    '#D7C462', '#D8C561', '#D9C661', '#DBC760', '#DCC860', '#DDC95F', '#DECA5E', '#DFCB5D', '#E0CB5D', '#E1CC5C', '#E3CD5B', '#E4CE5B',
    '#E5CF5A', '#E6D059', '#E7D158', '#E8D257', '#E9D356', '#EBD456', '#ECD555', '#EDD654', '#EED753', '#EFD852', '#F0D951', '#F1DA50',
    '#F3DB4F', '#F4DC4E', '#F5DD4D', '#F6DE4C', '#F7DF4B', '#F9E049', '#FAE048', '#FBE147', '#FCE246', '#FDE345', '#FFE443', '#FFE542',
    '#FFE642', '#FFE743', '#FFE844', '#FFE945')

Turbo3 = ('#30123b', '#a1fc3d', '#7a0402')
Turbo4 = ('#30123b', '#1ae4b6', '#f9ba38', '#7a0402')
Turbo5 = ('#30123b', '#2ab9ed', '#a1fc3d', '#fb8022', '#7a0402')
Turbo6 = ('#30123b', '#3e9bfe', '#46f783', '#e1dc37', '#ef5a11', '#7a0402')
Turbo7 = ('#30123b', '#4584f9', '#1ae4b6', '#a1fc3d', '#f9ba38', '#e5460a', '#7a0402')
Turbo8 = ('#30123b', '#4675ed', '#1ccdd7', '#61fc6c', '#cfea34', '#fe9b2d', '#db3a07', '#7a0402')
Turbo9 = ('#30123b', '#4668e0', '#2ab9ed', '#2ff09a', '#a1fc3d', '#ecd139', '#fb8022', '#d23005', '#7a0402')
Turbo10 = ('#30123b', '#4560d6', '#36a8f9', '#1ae4b6', '#71fd5f', '#c5ef33', '#f9ba38', '#f66b18', '#cb2b03', '#7a0402')
Turbo11 = ('#30123b', '#4458cb', '#3e9bfe', '#18d5cc', '#46f783', '#a1fc3d', '#e1dc37', '#fda631', '#ef5a11', '#c52602', '#7a0402')
Turbo256 = (
    '#30123b', '#311542', '#32184a', '#341b51', '#351e58', '#36215f', '#372365', '#38266c', '#392972', '#3a2c79', '#3b2f7f', '#3c3285',
    '#3c358b', '#3d3791', '#3e3a96', '#3f3d9c', '#4040a1', '#4043a6', '#4145ab', '#4148b0', '#424bb5', '#434eba', '#4350be', '#4353c2',
    '#4456c7', '#4458cb', '#455bce', '#455ed2', '#4560d6', '#4563d9', '#4666dd', '#4668e0', '#466be3', '#466de6', '#4670e8', '#4673eb',
    '#4675ed', '#4678f0', '#467af2', '#467df4', '#467ff6', '#4682f8', '#4584f9', '#4587fb', '#4589fc', '#448cfd', '#438efd', '#4291fe',
    '#4193fe', '#4096fe', '#3f98fe', '#3e9bfe', '#3c9dfd', '#3ba0fc', '#39a2fc', '#38a5fb', '#36a8f9', '#34aaf8', '#33acf6', '#31aff5',
    '#2fb1f3', '#2db4f1', '#2bb6ef', '#2ab9ed', '#28bbeb', '#26bde9', '#25c0e6', '#23c2e4', '#21c4e1', '#20c6df', '#1ec9dc', '#1dcbda',
    '#1ccdd7', '#1bcfd4', '#1ad1d2', '#19d3cf', '#18d5cc', '#18d7ca', '#17d9c7', '#17dac4', '#17dcc2', '#17debf', '#18e0bd', '#18e1ba',
    '#19e3b8', '#1ae4b6', '#1be5b4', '#1de7b1', '#1ee8af', '#20e9ac', '#22eba9', '#24eca6', '#27eda3', '#29eea0', '#2cef9d', '#2ff09a',
    '#32f197', '#35f394', '#38f491', '#3bf48d', '#3ff58a', '#42f687', '#46f783', '#4af880', '#4df97c', '#51f979', '#55fa76', '#59fb72',
    '#5dfb6f', '#61fc6c', '#65fc68', '#69fd65', '#6dfd62', '#71fd5f', '#74fe5c', '#78fe59', '#7cfe56', '#80fe53', '#84fe50', '#87fe4d',
    '#8bfe4b', '#8efe48', '#92fe46', '#95fe44', '#98fe42', '#9bfd40', '#9efd3e', '#a1fc3d', '#a4fc3b', '#a6fb3a', '#a9fb39', '#acfa37',
    '#aef937', '#b1f836', '#b3f835', '#b6f735', '#b9f534', '#bbf434', '#bef334', '#c0f233', '#c3f133', '#c5ef33', '#c8ee33', '#caed33',
    '#cdeb34', '#cfea34', '#d1e834', '#d4e735', '#d6e535', '#d8e335', '#dae236', '#dde036', '#dfde36', '#e1dc37', '#e3da37', '#e5d838',
    '#e7d738', '#e8d538', '#ead339', '#ecd139', '#edcf39', '#efcd39', '#f0cb3a', '#f2c83a', '#f3c63a', '#f4c43a', '#f6c23a', '#f7c039',
    '#f8be39', '#f9bc39', '#f9ba38', '#fab737', '#fbb537', '#fbb336', '#fcb035', '#fcae34', '#fdab33', '#fda932', '#fda631', '#fda330',
    '#fea12f', '#fe9e2e', '#fe9b2d', '#fe982c', '#fd952b', '#fd9229', '#fd8f28', '#fd8c27', '#fc8926', '#fc8624', '#fb8323', '#fb8022',
    '#fa7d20', '#fa7a1f', '#f9771e', '#f8741c', '#f7711b', '#f76e1a', '#f66b18', '#f56817', '#f46516', '#f36315', '#f26014', '#f15d13',
    '#ef5a11', '#ee5810', '#ed550f', '#ec520e', '#ea500d', '#e94d0d', '#e84b0c', '#e6490b', '#e5460a', '#e3440a', '#e24209', '#e04008',
    '#de3e08', '#dd3c07', '#db3a07', '#d93806', '#d73606', '#d63405', '#d43205', '#d23005', '#d02f04', '#ce2d04', '#cb2b03', '#c92903',
    '#c72803', '#c52602', '#c32402', '#c02302', '#be2102', '#bb1f01', '#b91e01', '#b61c01', '#b41b01', '#b11901', '#ae1801', '#ac1601',
    '#a91501', '#a61401', '#a31201', '#a01101', '#9d1001', '#9a0e01', '#970d01', '#940c01', '#910b01', '#8e0a01', '#8b0901', '#870801',
    '#840701', '#810602', '#7d0502', '#7a0402')

Category10_10 = ('#1f77b4', '#ff7f0e', '#2ca02c', '#d62728', '#9467bd', '#8c564b', '#e377c2', '#7f7f7f', '#bcbd22', '#17becf')
Category10_9 = Category10_10[:9]
Category10_8 = Category10_10[:8]
Category10_7 = Category10_10[:7]
Category10_6 = Category10_10[:6]
Category10_5 = Category10_10[:5]
Category10_4 = Category10_10[:4]
Category10_3 = Category10_10[:3]

Category20_20 = (
    '#1f77b4', '#aec7e8', '#ff7f0e', '#ffbb78', '#2ca02c', '#98df8a', '#d62728', '#ff9896', '#9467bd', '#c5b0d5',
    '#8c564b', '#c49c94', '#e377c2', '#f7b6d2', '#7f7f7f', '#c7c7c7', '#bcbd22', '#dbdb8d', '#17becf', '#9edae5')
Category20_19 = Category20_20[:19]
Category20_18 = Category20_20[:18]
Category20_17 = Category20_20[:17]
Category20_16 = Category20_20[:16]
Category20_15 = Category20_20[:15]
Category20_14 = Category20_20[:14]
Category20_13 = Category20_20[:13]
Category20_12 = Category20_20[:12]
Category20_11 = Category20_20[:11]
Category20_10 = Category20_20[:10]
Category20_9 = Category20_20[:9]
Category20_8 = Category20_20[:8]
Category20_7 = Category20_20[:7]
Category20_6 = Category20_20[:6]
Category20_5 = Category20_20[:5]
Category20_4 = Category20_20[:4]
Category20_3 = Category20_20[:3]

Category20b_20 = (
    '#393b79', '#5254a3', '#6b6ecf', '#9c9ede', '#637939', '#8ca252', '#b5cf6b', '#cedb9c', '#8c6d31', '#bd9e39',
    '#e7ba52', '#e7cb94', '#843c39', '#ad494a', '#d6616b', '#e7969c', '#7b4173', '#a55194', '#ce6dbd', '#de9ed6')
Category20b_19 = Category20b_20[:19]
Category20b_18 = Category20b_20[:18]
Category20b_17 = Category20b_20[:17]
Category20b_16 = Category20b_20[:16]
Category20b_15 = Category20b_20[:15]
Category20b_14 = Category20b_20[:14]
Category20b_13 = Category20b_20[:13]
Category20b_12 = Category20b_20[:12]
Category20b_11 = Category20b_20[:11]
Category20b_10 = Category20b_20[:10]
Category20b_9 = Category20b_20[:9]
Category20b_8 = Category20b_20[:8]
Category20b_7 = Category20b_20[:7]
Category20b_6 = Category20b_20[:6]
Category20b_5 = Category20b_20[:5]
Category20b_4 = Category20b_20[:4]
Category20b_3 = Category20b_20[:3]

Category20c_20 = (
    '#3182bd', '#6baed6', '#9ecae1', '#c6dbef', '#e6550d', '#fd8d3c', '#fdae6b', '#fdd0a2', '#31a354', '#74c476',
    '#a1d99b', '#c7e9c0', '#756bb1', '#9e9ac8', '#bcbddc', '#dadaeb', '#636363', '#969696', '#bdbdbd', '#d9d9d9')
Category20c_19 = Category20c_20[:19]
Category20c_18 = Category20c_20[:18]
Category20c_17 = Category20c_20[:17]
Category20c_16 = Category20c_20[:16]
Category20c_15 = Category20c_20[:15]
Category20c_14 = Category20c_20[:14]
Category20c_13 = Category20c_20[:13]
Category20c_12 = Category20c_20[:12]
Category20c_11 = Category20c_20[:11]
Category20c_10 = Category20c_20[:10]
Category20c_9 = Category20c_20[:9]
Category20c_8 = Category20c_20[:8]
Category20c_7 = Category20c_20[:7]
Category20c_6 = Category20c_20[:6]
Category20c_5 = Category20c_20[:5]
Category20c_4 = Category20c_20[:4]
Category20c_3 = Category20c_20[:3]

# colorblind friendly palette from http://jfly.iam.u-tokyo.ac.jp/color/
#             ('blue   ', 'orange ', 'yellow ', 'blugren', 'skyblue', 'vermill', 'redprpl', 'black  ') # key
Colorblind8 = ('#0072B2', '#E69F00', '#F0E442', '#009E73', '#56B4E9', '#D55E00', '#CC79A7', '#000000') # reordered
Colorblind7 = Colorblind8[:7]
Colorblind6 = Colorblind8[:6]
Colorblind5 = Colorblind8[:5]
Colorblind4 = Colorblind8[:4]
Colorblind3 = Colorblind8[:3]

# Bokeh palette created from colors of shutter logo
Bokeh7 = ('#EC1557', '#F05223', '#F6A91B', '#A5CD39', '#20B254', '#00AAAE', '#892889')
Bokeh6 = Bokeh7[:6]
Bokeh5 = Bokeh7[:5]
Bokeh4 = Bokeh7[:4]
Bokeh3 = Bokeh7[:3]


YlGn     = { 3: YlGn3,     4: YlGn4,     5: YlGn5,     6: YlGn6,     7: YlGn7,     8: YlGn8,     9: YlGn9 }
YlGnBu   = { 3: YlGnBu3,   4: YlGnBu4,   5: YlGnBu5,   6: YlGnBu6,   7: YlGnBu7,   8: YlGnBu8,   9: YlGnBu9 }
GnBu     = { 3: GnBu3,     4: GnBu4,     5: GnBu5,     6: GnBu6,     7: GnBu7,     8: GnBu8,     9: GnBu9 }
BuGn     = { 3: BuGn3,     4: BuGn4,     5: BuGn5,     6: BuGn6,     7: BuGn7,     8: BuGn8,     9: BuGn9 }
PuBuGn   = { 3: PuBuGn3,   4: PuBuGn4,   5: PuBuGn5,   6: PuBuGn6,   7: PuBuGn7,   8: PuBuGn8,   9: PuBuGn9 }
PuBu     = { 3: PuBu3,     4: PuBu4,     5: PuBu5,     6: PuBu6,     7: PuBu7,     8: PuBu8,     9: PuBu9 }
BuPu     = { 3: BuPu3,     4: BuPu4,     5: BuPu5,     6: BuPu6,     7: BuPu7,     8: BuPu8,     9: BuPu9 }
RdPu     = { 3: RdPu3,     4: RdPu4,     5: RdPu5,     6: RdPu6,     7: RdPu7,     8: RdPu8,     9: RdPu9 }
PuRd     = { 3: PuRd3,     4: PuRd4,     5: PuRd5,     6: PuRd6,     7: PuRd7,     8: PuRd8,     9: PuRd9 }
OrRd     = { 3: OrRd3,     4: OrRd4,     5: OrRd5,     6: OrRd6,     7: OrRd7,     8: OrRd8,     9: OrRd9 }
YlOrRd   = { 3: YlOrRd3,   4: YlOrRd4,   5: YlOrRd5,   6: YlOrRd6,   7: YlOrRd7,   8: YlOrRd8,   9: YlOrRd9 }
YlOrBr   = { 3: YlOrBr3,   4: YlOrBr4,   5: YlOrBr5,   6: YlOrBr6,   7: YlOrBr7,   8: YlOrBr8,   9: YlOrBr9 }
Purples  = { 3: Purples3,  4: Purples4,  5: Purples5,  6: Purples6,  7: Purples7,  8: Purples8,  9: Purples9,  256: Purples256 }
Blues    = { 3: Blues3,    4: Blues4,    5: Blues5,    6: Blues6,    7: Blues7,    8: Blues8,    9: Blues9,    256: Blues256   }
Greens   = { 3: Greens3,   4: Greens4,   5: Greens5,   6: Greens6,   7: Greens7,   8: Greens8,   9: Greens9,   256: Greens256  }
Oranges  = { 3: Oranges3,  4: Oranges4,  5: Oranges5,  6: Oranges6,  7: Oranges7,  8: Oranges8,  9: Oranges9,  256: Oranges256 }
Reds     = { 3: Reds3,     4: Reds4,     5: Reds5,     6: Reds6,     7: Reds7,     8: Reds8,     9: Reds9,     256: Reds256    }
Greys    = { 3: Greys3,    4: Greys4,    5: Greys5,    6: Greys6,    7: Greys7,    8: Greys8,    9: Greys9,    256: Greys256   }
PuOr     = { 3: PuOr3,     4: PuOr4,     5: PuOr5,     6: PuOr6,     7: PuOr7,     8: PuOr8,     9: PuOr9,     10: PuOr10,     11: PuOr11 }
BrBG     = { 3: BrBG3,     4: BrBG4,     5: BrBG5,     6: BrBG6,     7: BrBG7,     8: BrBG8,     9: BrBG9,     10: BrBG10,     11: BrBG11 }
PRGn     = { 3: PRGn3,     4: PRGn4,     5: PRGn5,     6: PRGn6,     7: PRGn7,     8: PRGn8,     9: PRGn9,     10: PRGn10,     11: PRGn11 }
PiYG     = { 3: PiYG3,     4: PiYG4,     5: PiYG5,     6: PiYG6,     7: PiYG7,     8: PiYG8,     9: PiYG9,     10: PiYG10,     11: PiYG11 }
RdBu     = { 3: RdBu3,     4: RdBu4,     5: RdBu5,     6: RdBu6,     7: RdBu7,     8: RdBu8,     9: RdBu9,     10: RdBu10,     11: RdBu11 }
RdGy     = { 3: RdGy3,     4: RdGy4,     5: RdGy5,     6: RdGy6,     7: RdGy7,     8: RdGy8,     9: RdGy9,     10: RdGy10,     11: RdGy11 }
RdYlBu   = { 3: RdYlBu3,   4: RdYlBu4,   5: RdYlBu5,   6: RdYlBu6,   7: RdYlBu7,   8: RdYlBu8,   9: RdYlBu9,   10: RdYlBu10,   11: RdYlBu11 }
Spectral = { 3: Spectral3, 4: Spectral4, 5: Spectral5, 6: Spectral6, 7: Spectral7, 8: Spectral8, 9: Spectral9, 10: Spectral10, 11: Spectral11 }
RdYlGn   = { 3: RdYlGn3,   4: RdYlGn4,   5: RdYlGn5,   6: RdYlGn6,   7: RdYlGn7,   8: RdYlGn8,   9: RdYlGn9,   10: RdYlGn10,   11: RdYlGn11 }
Accent   = { 3: Accent3,   4: Accent4,   5: Accent5,   6: Accent6,   7: Accent7,   8: Accent8 }
Dark2    = { 3: Dark2_3,   4: Dark2_4,   5: Dark2_5,   6: Dark2_6,   7: Dark2_7,   8: Dark2_8 }
Paired   = { 3: Paired3,   4: Paired4,   5: Paired5,   6: Paired6,   7: Paired7,   8: Paired8,   9: Paired9,   10: Paired10,   11: Paired11,  12: Paired12 }
Pastel1  = { 3: Pastel1_3, 4: Pastel1_4, 5: Pastel1_5, 6: Pastel1_6, 7: Pastel1_7, 8: Pastel1_8, 9: Pastel1_9 }
Pastel2  = { 3: Pastel2_3, 4: Pastel2_4, 5: Pastel2_5, 6: Pastel2_6, 7: Pastel2_7, 8: Pastel2_8 }
Set1     = { 3: Set1_3,    4: Set1_4,    5: Set1_5,    6: Set1_6,    7: Set1_7,    8: Set1_8,    9: Set1_9 }
Set2     = { 3: Set2_3,    4: Set2_4,    5: Set2_5,    6: Set2_6,    7: Set2_7,    8: Set2_8 }
Set3     = { 3: Set3_3,    4: Set3_4,    5: Set3_5,    6: Set3_6,    7: Set3_7,    8: Set3_8,    9: Set3_9,    10: Set3_10,    11: Set3_11,   12: Set3_12 }
Magma    = { 3: Magma3,    4: Magma4,    5: Magma5,    6: Magma6,    7: Magma7,    8: Magma8,    9: Magma9,    10: Magma10,    11: Magma11,   256: Magma256 }
Inferno  = { 3: Inferno3,  4: Inferno4,  5: Inferno5,  6: Inferno6,  7: Inferno7,  8: Inferno8,  9: Inferno9,  10: Inferno10,  11: Inferno11, 256: Inferno256 }
Plasma   = { 3: Plasma3,   4: Plasma4,   5: Plasma5,   6: Plasma6,   7: Plasma7,   8: Plasma8,   9: Plasma9,   10: Plasma10,   11: Plasma11,  256: Plasma256 }
Viridis  = { 3: Viridis3,  4: Viridis4,  5: Viridis5,  6: Viridis6,  7: Viridis7,  8: Viridis8,  9: Viridis9,  10: Viridis10,  11: Viridis11, 256: Viridis256 }
Cividis  = { 3: Cividis3,  4: Cividis4,  5: Cividis5,  6: Cividis6,  7: Cividis7,  8: Cividis8,  9: Cividis9,  10: Cividis10,  11: Cividis11, 256: Cividis256 }
Turbo    = { 3: Turbo3,    4: Turbo4,    5: Turbo5,    6: Turbo6,    7: Turbo7,    8: Turbo8,    9: Turbo9,    10: Turbo10,    11: Turbo11,   256: Turbo256 }
Category10  = { 3: Category10_3, 4: Category10_4, 5: Category10_5, 6: Category10_6,
                7: Category10_7, 8: Category10_8, 9: Category10_9, 10: Category10_10 }
Category20  = { 3:  Category20_3,   4:  Category20_4,   5:  Category20_5,   6:  Category20_6,   7:  Category20_7,
                8:  Category20_8,   9:  Category20_9,   10: Category20_10,  11: Category20_11,  12: Category20_12,
                13: Category20_13,  14: Category20_14,  15: Category20_15,  16: Category20_16,  17: Category20_17,
                18: Category20_18,  19: Category20_19,  20: Category20_20 }
Category20b = { 3:  Category20b_3,  4:  Category20b_4,  5:  Category20b_5,  6:  Category20b_6,  7:  Category20b_7,
                8:  Category20b_8,  9:  Category20b_9,  10: Category20b_10, 11: Category20b_11, 12: Category20b_12,
                13: Category20b_13, 14: Category20b_14, 15: Category20b_15, 16: Category20b_16, 17: Category20b_17,
                18: Category20b_18, 19: Category20b_19, 20: Category20b_20 }
Category20c = { 3:  Category20c_3,  4:  Category20c_4,  5:  Category20c_5,  6:  Category20c_6,  7:  Category20c_7,
                8:  Category20c_8,  9:  Category20c_9,  10: Category20c_10, 11: Category20c_11, 12: Category20c_12,
                13: Category20c_13, 14: Category20c_14, 15: Category20c_15, 16: Category20c_16, 17: Category20c_17,
                18: Category20c_18, 19: Category20c_19, 20: Category20c_20 }
Colorblind  = { 3: Colorblind3, 4: Colorblind4, 5: Colorblind5, 6: Colorblind6, 7: Colorblind7, 8: Colorblind8 }
Bokeh = { 3: Bokeh3, 4: Bokeh4, 5: Bokeh5, 6: Bokeh6, 7: Bokeh7 }

brewer = {
    "YlGn"     : YlGn,
    "YlGnBu"   : YlGnBu,
    "GnBu"     : GnBu,
    "BuGn"     : BuGn,
    "PuBuGn"   : PuBuGn,
    "PuBu"     : PuBu,
    "BuPu"     : BuPu,
    "RdPu"     : RdPu,
    "PuRd"     : PuRd,
    "OrRd"     : OrRd,
    "YlOrRd"   : YlOrRd,
    "YlOrBr"   : YlOrBr,
    "Purples"  : Purples,
    "Blues"    : Blues,
    "Greens"   : Greens,
    "Oranges"  : Oranges,
    "Reds"     : Reds,
    "Greys"    : Greys,
    "PuOr"     : PuOr,
    "BrBG"     : BrBG,
    "PRGn"     : PRGn,
    "PiYG"     : PiYG,
    "RdBu"     : RdBu,
    "RdGy"     : RdGy,
    "RdYlBu"   : RdYlBu,
    "Spectral" : Spectral,
    "RdYlGn"   : RdYlGn,
    "Accent"   : Accent,
    "Dark2"    : Dark2,
    "Paired"   : Paired,
    "Pastel1"  : Pastel1,
    "Pastel2"  : Pastel2,
    "Set1"     : Set1,
    "Set2"     : Set2,
    "Set3"     : Set3,
}

bokeh = {
    "Bokeh" : Bokeh
}

d3 = {
    "Category10"  : Category10,
    "Category20"  : Category20,
    "Category20b" : Category20b,
    "Category20c" : Category20c,
}

mpl = {
    "Magma"   : Magma,
    "Inferno" : Inferno,
    "Plasma"  : Plasma,
    "Viridis" : Viridis,
    "Cividis" : Cividis,
}

colorblind = {
    "Colorblind" : Colorblind
}

all_palettes = deepcopy(brewer)
all_palettes.update(d3)
all_palettes["Colorblind"] = Colorblind
all_palettes["Magma"]      = Magma
all_palettes["Inferno"]    = Inferno
all_palettes["Plasma"]     = Plasma
all_palettes["Viridis"]    = Viridis
all_palettes["Cividis"]    = Cividis
all_palettes["Turbo"]      = Turbo
all_palettes["Bokeh"]      = Bokeh

small_palettes = deepcopy(all_palettes)
del small_palettes["Greys"][256]
del small_palettes["Magma"][256]
del small_palettes["Inferno"][256]
del small_palettes["Plasma"][256]
del small_palettes["Viridis"][256]
del small_palettes["Cividis"][256]
del small_palettes["Turbo"][256]

[docs]def linear_palette(palette: Palette, n: int) -> Palette: """ Generate a new palette as a subset of a given palette. Given an input ``palette``, take ``n`` colors from it by dividing its length into ``n`` (approximately) evenly spaced indices. Args: palette (seq[str]) : a sequence of hex RGB color strings n (int) : the size of the output palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n > len(palette) """ if n > len(palette): raise ValueError(f"Requested {n} colors, function can only return colors up to the base palette's length ({len(palette)})") return tuple( palette[int(math.floor(i))] for i in np.linspace(0, len(palette)-1, num=n) )
[docs]def diverging_palette(palette1: Palette, palette2: Palette, n: int, midpoint: float = 0.5) -> Palette: """ Generate a new palette by combining exactly two input palettes. Given an input ``palette1`` and ``palette2``, take a combined ``n`` colors, and combine input palettes at the relative ``midpoint``. ``palette1`` and ``palette2`` are meant to be sequential palettes that proceed left to right from perceptually dark to light colors. In that case the returned palette is comprised of the input palettes connected at perceptually light ends. Palettes are combined by piecewise linear interpolation. Args: palette1 (seq[str]) : A sequence of hex RGB color strings for the first palette palette2 (seq[str]) : A sequence of hex RGB color strings for the second palette n (int) : The size of the output palette to generate midpoint (float, optional) : Relative position in the returned palette where input palettes are connected (default: 0.5) Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the possible combined length the input palettes """ # flip palette2 so that perceptually light colors are joined palette2 = palette2[::-1] # determine number of colors from each palette n1 = int(round(midpoint * n)) n2 = int(round((1 - midpoint) * n)) # return piecewise linear interpolation of colors return linear_palette(palette1, n1) + linear_palette(palette2, n2)
[docs]def magma(n: int) -> Palette: """ Generate a palette of colors or from the Magma palette. The full Magma palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`magma(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> magma(6) ('#000003', '#3B0F6F', '#8C2980', '#DD4968', '#FD9F6C', '#FBFCBF') The resulting palette looks like: :bokeh-palette:`magma(6)` """ return linear_palette(Magma256, n)
[docs]def inferno(n: int) -> Palette: """ Generate a palette of colors or from the Inferno palette. The full Inferno palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`inferno(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> inferno(6) ('#000003', '#410967', '#932567', '#DC5039', '#FBA40A', '#FCFEA4') The resulting palette looks like: :bokeh-palette:`inferno(6)` """ return linear_palette(Inferno256, n)
def plasma(n: int) -> Palette: """ Generate a palette of colors or from the Plasma palette. The full Plasma palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`plasma(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> plasma(6) ('#0C0786', '#6A00A7', '#B02A8F', '#E06461', '#FCA635', '#EFF821') The resulting palette looks like: :bokeh-palette:`plasma(6)` """ return linear_palette(Plasma256, n)
[docs]def viridis(n: int) -> Palette: """ Generate a palette of colors or from the Viridis palette. The full Viridis palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`viridis(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> viridis(6) ('#440154', '#404387', '#29788E', '#22A784', '#79D151', '#FDE724') The resulting palette looks like: :bokeh-palette:`viridis(6)` """ return linear_palette(Viridis256, n)
[docs]def cividis(n: int) -> Palette: """ Generate a palette of colors or from the Cividis palette. The full Cividis palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`cividis(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> cividis(6) ('#00204C', '#31446B', '#666870', '#958F78', '#CAB969', '#FFE945') The resulting palette looks like: :bokeh-palette:`cividis(6)` """ return linear_palette(Cividis256, n)
def turbo(n: int) -> Palette: """ Generate a palette of colors or from the Turbo palette. Turbo is described here: https://ai.googleblog.com/2019/08/turbo-improved-rainbow-colormap-for.html The full Turbo palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`turbo(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> turbo(6) ('#00204C', '#31446B', '#666870', '#958F78', '#CAB969', '#FFE945') The resulting palette looks like: :bokeh-palette:`turbo(6)` """ return linear_palette(Turbo256, n)
[docs]def grey(n: int) -> Palette: """ Generate a palette of colors or from the Greys palette. The full Greys palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`grey(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> grey(6) ('#000000', '#333333', '#666666', '#999999', '#cccccc', '#ffffff') The resulting palette looks like: :bokeh-palette:`gray(6)` .. note:: This function also has the alternate spelling ``gray`` """ return linear_palette(Greys256, n)
[docs]def gray(n: int) -> Palette: """ Generate a palette of colors or from the Greys palette. The full Greys palette that serves as input for deriving new palettes has 256 colors, and looks like: :bokeh-palette:`grey(256)` Args: n (int) : size of the palette to generate Returns: seq[str] : a sequence of hex RGB color strings Raises: ValueError if n is greater than the base palette length of 256 Examples: .. code-block:: python >>> gray(6) ('#000000', '#333333', '#666666', '#999999', '#cccccc', '#ffffff') The resulting palette looks like: :bokeh-palette:`grey(6)` .. note:: This function also has the alternate spelling ``grey`` """ return linear_palette(Greys256, n)
#----------------------------------------------------------------------------- # Dev API #----------------------------------------------------------------------------- #----------------------------------------------------------------------------- # Private API #----------------------------------------------------------------------------- #----------------------------------------------------------------------------- # Code #----------------------------------------------------------------------------- __palettes__: List[str] = [] for name, palettes in sorted(all_palettes.items(), key=lambda arg: arg[0]): name = name + "_" if name[-1].isdigit() else name __palettes__ += [ name + str(index) for index in sorted(palettes.keys()) ]