python之Bokeh 直方图不会绘制_编程设计

我的问题与这篇文章完全一样(尽管列类型可能不同):

代码直接来自文档 http://docs.bokeh.org/en/0.10.0/docs/user_guide/charts.html#histograms

我无法对该帖子发表评论，因此需要再次询问是否找到了解决方案...

我的系统是SUSE。只是试图从 pandas df 系列中绘制一个简单的日期时间直方图。

>>>df 
           ACQ_DATE 
0       2017-01-28 
1       2017-01-28 
...            ... 
456365  2017-07-25 
456366  2017-07-25 
 
>>>hist = Histogram(df['ACQ_DATE'], title="Fire Frequency") 
 
2017-08-22 11:56:15,240 Error running application handler <bokeh.application.handlers.script.ScriptHandler object at 0x2b6cc2c8f358>:     expected an element of either Column(Float) or Column(String), got array(['2017-    01-28T00:00:00.000000000', '2017-01-28T00:00:00.000000000', 
   '2017-01-28T00:00:00.000000000', ..., 
   '2017-07-25T00:00:00.000000000', '2017-07-25T00:00:00.000000000', 
   '2017-07-25T00:00:00.000000000'], dtype='datetime64[ns]') 
File "properties.py", line 676, in validate: 
raise ValueError("expected an element of either %s, got %r" % (nice_join    (self.type_params), value)) Traceback (most recent call last): 
  File "/home/byed/venv36/lib/python3.6/site-    packages/bokeh/application/handlers/code_runner.py", line 81, in run 
exec(self._code, module.__dict__) 
  File "/home/byed/job/fire/report_fire_points.py", line 118, in <module> 
    hist = Histogram(df['ACQ_DATE'], title="Fire Frequency")  #,     tools='pan,wheel_zoom,box_select,reset') 
  File "/home/byed/venv36/lib/python3.6/site-    packages/bkcharts/builders/histogram_builder.py", line 107, in Histogram 
    return create_and_build(HistogramBuilder, data, **kw) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/builder.py", line 56, in create_and_build 
    chart.add_builder(builder) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/chart.py", line 155, in add_builder 
    builder.create(self) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/builder.py", line 512, in create 
    chart.add_renderers(self, renderers) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/chart.py", line 150, in add_renderers 
    self.renderers += renderers 
  File "/home/byed/venv36/lib/python3.6/site-packages/bokeh/core/property/containers.py", line 76, in wrapper 
    result = func(self, *args, **kwargs) 
  File "/home/byed/venv36/lib/python3.6/site-    packages/bokeh/core/property/containers.py", line 172, in __iadd__ 
    return super(PropertyValueList, self).__iadd__(y) 
  File "/home/byed/venv36/lib/python3.6/site-   packages/bkcharts/builders/bar_builder.py", line 221, in yield_renderers 
    **group_kwargs) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/glyphs.py", line 950, in __init__ 
    super(HistogramGlyph, self).__init__(**kwargs) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/glyphs.py", line 490, in __init__ 
    super(AggregateGlyph, self).__init__(**kwargs) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bkcharts/models.py", line 83, in __init__ 
    super(CompositeGlyph, self).__init__(**properties) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bokeh/core/has_props.py", line 246, in __init__ 
    setattr(self, name, value) 
  File "/home/byed/venv36/lib/python3.6/site- packages/bokeh/core/has_props.py", line 274, in __setattr__ 
    super(HasProps, self).__setattr__(name, value) 
  File "/home/byed/venv36/lib/python3.6/site-   packages/bokeh/core/property/descriptors.py", line 495, in __set__ 
    self._internal_set(obj, value, setter) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bokeh/core/property/descriptors.py", line 713, in _internal_set 
    value = self.property.prepare_value(obj, self.name, value) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bokeh/core/property/bases.py", line 290, in prepare_value 
    raise e 
  File "/home/byed/venv36/lib/python3.6/site-packages/bokeh/core/property/bases.py", line 283, in prepare_value 
self.validate(value) 
  File "/home/byed/venv36/lib/python3.6/site-packages/bokeh/core/properties.py", line 676, in validate 
    raise ValueError("expected an element of either %s, got %r" % (nice_join   (self.type_params), value)) 
    ValueError: expected an element of either Column(Float) or Column(String),   got array(['2017-01-28T00:00:00.000000000', '2017-01-28T00:00:00.000000000', 
   '2017-01-28T00:00:00.000000000', ..., 
   '2017-07-25T00:00:00.000000000', '2017-07-25T00:00:00.000000000', 
   '2017-07-25T00:00:00.000000000'], dtype='datetime64[ns]')

如有任何帮助，我们将不胜感激。

干杯，谢谢

请您参考如下方法:

不要使用 bokeh.charts(现在是一个单独的 bkcharts 项目)，包括 Histogram。 bkcharts 项目目前已废弃且无人维护。但是，使用 bokeh.plotting 创建直方图非常简单，它是 Bokeh 的稳定且得到良好支持的核心 API:

import numpy as np 
from bokeh.io import show, output_file 
from bokeh.plotting import figure 
 
data = np.random.normal(0, 0.5, 1000) 
hist, edges = np.histogram(data, density=True, bins=50) 
 
p = figure() 
p.quad(top=hist, bottom=0, left=edges[:-1], right=edges[1:], line_color="white") 
 
output_file("hist.html") 
show(p)

或者，如果您想要在 Bokeh 之上使用非常高级的统计图表 API，请查看以下选项: