如何可视化dask图?

How to visualize dask graphs?

我正在关注 official docs,但是,在导入过程中出现错误。

F:\>python
Python 2.7.11 |Anaconda custom (64-bit)| (default, Feb 16 2016, 09:58:36)[MSC v.1500 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
Anaconda is brought to you by Continuum Analytics.
Please check out: http://continuum.io/thanks and https://anaconda.org

>>> from dask.dot import dot_graph

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Anaconda\lib\site-packages\dask\dot.py", line 11, in <module>
    graphviz = import_required("graphviz", "Drawing dask graphs requires the "
  File "C:\Anaconda\lib\site-packages\dask\utils.py", line 70, in import_required
raise RuntimeError(error_msg)
RuntimeError: Drawing dask graphs requires the `graphviz` python library and the `graphviz` system library to be installed.
>>>

我是 运行 Anaconda 并且已经安装了 graphviz。

C:\>conda install graphviz
Using Anaconda API: https://api.anaconda.org
Fetching package metadata .........
Solving package specifications: ..........

# All requested packages already installed.
# packages in environment at C:\Anaconda:
#
graphviz                  2.38.0                        2

我有一个目录 C:\Anaconda\Library\bin\graphviz,里面有一堆 .exe、.dll 和其他文件。 PATH 变量中还有一些东西:

F:\>where dot
C:\Anaconda\Library\bin\dot.bat

这是该文件的内容 (C:\Anaconda\Library\bin\dot.bat):

@echo off 
%~dp0.\graphviz\dot.exe %* 

我安装了 dask 0.11.0:

F:\>conda list dask
# packages in environment at C:\Anaconda:
#
Using Anaconda API: https://api.anaconda.org
dask                      0.11.0                   py27_0

这些错误同时出现在 Windows 和 Linux 中(Ubuntu 16.04 以及所有最新更新)。

它还需要什么?

我没有使用 Anaconda,但一般来说,如果您想使用 graphviz,您应该:

  1. 安装 graphviz python 模块(可能 pip install graphviz)。
  2. Download 并安装 graphviz 软件.

要在 anaconda 中使用 dask 的可视化部分,请同时安装 graphviz 和 python-graphviz 包。 Dask 依赖于 graphviz 的 python 接口来进行可视化。

$ conda install graphviz python-graphviz