Source code for bokeh.palettes

#-----------------------------------------------------------------------------
# Copyright (c) 2012 - 2020, 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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# License regarding the brewer palettes:
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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
* 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

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://bokeh.github.io/colorcet
.. _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]

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 }

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,
}

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

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("Requested %(r)s colors, function can only return colors up to the base palette's length (%(l)s)" % dict(r=n, l=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()) ]