从matplotlib样式获取颜色[duplicate]

bn31dyow  于 2023-01-02  发布在  其他
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    • 此问题在此处已有答案**:

Get default line colour cycle(4个答案)
三年前关闭了。
我希望达到的目标:
我想在一个图形上创建多个饼图。它们共享某些类别,但有时具有不同的类别。显然,我希望所有相同的类别具有相同的颜色。
这就是为什么我创建了一个字典,它将类别(=标签)与颜色联系起来。通过它,我可以指定饼图的颜色。但是我想使用ggplot颜色(它与matplotlib. style. style. use('ggplot ')一起提供)。我怎样才能将这些颜色输入我的字典呢?

# set colors for labels
color_dict = {}
for i in range(0, len(data_categories)):
    color_dict[data_categories[i]] = ???

# apply colors
ind_label = 0
for pie_wedge in pie[0]:
    leg = ax[ind].get_legend()
    pie_wedge.set_facecolor(color_dict[labels_0[ind_label]])          
    leg.legendHandles[ind_label].set_color_(color_dict[labels_0[ind_label]])
    ind_label += 1
qjp7pelc

qjp7pelc1#

  • 简单回答 *

要访问ggplot样式中使用的颜色,可以执行以下操作

In [37]: import matplotlib.pyplot as plt                                                  

In [38]: plt.style.use('ggplot')                                                          

In [39]: colors = plt.rcParams['axes.prop_cycle'].by_key()['color']                       

In [40]: print('\n'.join(color for color in colors))                                      
#E24A33
#348ABD
#988ED5
#777777
#FBC15E
#8EBA42
#FFB5B8

在上例中,颜色作为RGB字符串包含在列表colors中。
记住在访问颜色列表之前调用plt.style.use(...),否则您将找到标准颜色。

  • 更详细的解释 *

上面的答案是为Matplotlib的现代版本量身定制的,其中绘图颜色和可能的其他绘图属性,如线宽和破折号(参见this answer of mine)存储在rcParams字典中,关键字为'axes.prop_cycle',并包含在一种新的对象cycler中(cycler的另一种解释包含在我上面引用的答案中)。
要获得颜色列表,我们必须从rcParams获得cycler,然后使用它的.by_key()方法

Signature: c.by_key()
Docstring: Values by key

This returns the transposed values of the cycler.  Iterating
over a `Cycler` yields dicts with a single value for each key,
this method returns a `dict` of `list` which are the values
for the given key.

The returned value can be used to create an equivalent `Cycler`
using only `+`.

Returns
-------
transpose : dict
    dict of lists of the values for each key.

得到一个值的字典,最后,我们使用关键字'color'来索引该字典。

  • 增编 *

2023年1月1日更新。
use('a_style')并不一定要访问它的颜色,颜色(可能)是在存储在字典matplotlib.style.library中的matplotlib.RcParams对象中定义的。
例如,让我们打印在不同样式中定义的所有颜色序列

In [23]: for style in sorted(plt.style.library):
    ...:     the_rc = plt.style.library[style]
    ...:     if 'axes.prop_cycle' in the_rc:
    ...:         colors = the_rc['axes.prop_cycle'].by_key()['color']
    ...:         print('%25s: %s'%(style, ', '.join(color for color in colors)))
    ...:     else:
    ...:         print('%25s: this style does not modify colors'%style)
          Solarize_Light2: #268BD2, #2AA198, #859900, #B58900, #CB4B16, #DC322F, #D33682, #6C71C4
      _classic_test_patch: this style does not modify colors
             _mpl-gallery: this style does not modify colors
      _mpl-gallery-nogrid: this style does not modify colors
                      bmh: #348ABD, #A60628, #7A68A6, #467821, #D55E00, #CC79A7, #56B4E9, #009E73, #F0E442, #0072B2
                  classic: b, g, r, c, m, y, k
          dark_background: #8dd3c7, #feffb3, #bfbbd9, #fa8174, #81b1d2, #fdb462, #b3de69, #bc82bd, #ccebc4, #ffed6f
                     fast: this style does not modify colors
          fivethirtyeight: #008fd5, #fc4f30, #e5ae38, #6d904f, #8b8b8b, #810f7c
                   ggplot: #E24A33, #348ABD, #988ED5, #777777, #FBC15E, #8EBA42, #FFB5B8
                grayscale: 0.00, 0.40, 0.60, 0.70
                  seaborn: #4C72B0, #55A868, #C44E52, #8172B2, #CCB974, #64B5CD
           seaborn-bright: #003FFF, #03ED3A, #E8000B, #8A2BE2, #FFC400, #00D7FF
       seaborn-colorblind: #0072B2, #009E73, #D55E00, #CC79A7, #F0E442, #56B4E9
             seaborn-dark: this style does not modify colors
     seaborn-dark-palette: #001C7F, #017517, #8C0900, #7600A1, #B8860B, #006374
         seaborn-darkgrid: this style does not modify colors
             seaborn-deep: #4C72B0, #55A868, #C44E52, #8172B2, #CCB974, #64B5CD
            seaborn-muted: #4878CF, #6ACC65, #D65F5F, #B47CC7, #C4AD66, #77BEDB
         seaborn-notebook: this style does not modify colors
            seaborn-paper: this style does not modify colors
           seaborn-pastel: #92C6FF, #97F0AA, #FF9F9A, #D0BBFF, #FFFEA3, #B0E0E6
           seaborn-poster: this style does not modify colors
             seaborn-talk: this style does not modify colors
            seaborn-ticks: this style does not modify colors
            seaborn-white: this style does not modify colors
        seaborn-whitegrid: this style does not modify colors
     tableau-colorblind10: #006BA4, #FF800E, #ABABAB, #595959, #5F9ED1, #C85200, #898989, #A2C8EC, #FFBC79, #CFCFCF

在我看来,

  • 不修改颜色的seaborn-xxx样式将用作样式序列中的最后一步,例如plt.style.use(['seaborn', 'seaborn-poster'])plt.style.use(['seaborn', 'seaborn-muted', 'seaborn-poster'])
  • _起始样式也意味着修改其它样式,并且
  • 唯一的另一个风格,fast,不修改颜色是所有关于调整渲染参数,以具有 * 更快 * 的渲染。

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