Not able to plot graph: matplotlib is needed for plotting

Question

I am able to generate *.dat file:

vikas@server:~/memory_profiler-0.36$ ./mprof run --python test_sl.py 
vikas@server:~/memory_profiler-0.36$ ls *.dat
mprofile_20151001035123.dat

But when I am trying to plot graph then it is saying "matplotlib is needed for plotting"

vikas@server:~/memory_profiler-0.36$ ./mprof plot --output=plot.png 
matplotlib is needed for plotting.

Did I miss anything?

Function I am profiling is run() which is inside: file_to_be_profiled.py

#!/usr/bin/python

import time
import os, sys, commands
from memory_profiler import profile
from guppy import hpy

@profile
def run():
    d = {}
    l = []
    hp = hpy()
    before = hp.heap()

    d["k1"] = 'val1'
    d["k2"] = 10
    count = 0
    while (count < 9):
        l.append(count)
        print 'The count is:', count
        count = count + 1
    print "Good bye!"
    after = hp.heap()
    leftover = after - before
    print leftover

if __name__ == '__main__':
    sys.exit(run())

And I am invoking run() from my test script: test_sl.py:

#!/usr/bin/python

import commands

# for the time being I am running my test to profile method: run() inside file_to_be_profiled.py
run_cmd = './file_to_be_profiled.py
commands.getstatusoutput(run_cmd)

I am running on ubuntu machine. But apt-get install did not worked for me. Then I did the install from source. But then also I am getting same error.

apt-get failed:

vikas@server:~/memory_profiler-0.36$ sudo apt-get install -y python-matplotlib
[sudo] password for vikaskuk:
Reading package lists... Done
Building dependency tree
Reading state information... Done
Package python-matplotlib is not available, but is referred to by another package.

This may mean that the package is missing, has been obsoleted, or
is only available from another source

E: Package 'python-matplotlib' has no installation candidate
vikask@server:~/memory_profiler-0.36$ ./mprof plot --output=plot.png
matplotlib is needed for plotting.

Then I attempted pip install... which also did not go through:

vikas@server:~/memory_profiler-0.36$ pip install matplotlib
Downloading/unpacking matplotlib
  Cannot fetch index base URL https://pypi.python.org/simple/
  Could not find any downloads that satisfy the requirement matplotlib
Cleaning up...
No distributions at all found for matplotlib
Storing debug log for failure in /home/vikaskuk/.pip/pip.log

Finally I tried installing from source which seems to be succeeded:

vikas@server:~/memory_profiler-0.36$ cd ../matplotlib
vikas@server:~/matplotlib$ cd matplotlib-master/

(virtualenv)vikaskuk@beehive:~/matplotlib/matplotlib-master$ vi INSTALL
(virtualenv)vikaskuk@beehive:~/matplotlib/matplotlib-master$ python setup.py build
============================================================================
Edit setup.cfg to change the build options

BUILDING MATPLOTLIB
            matplotlib: yes [1.5.dev1]
                python: yes [2.6.6 (r266:84292, Sep 15 2010, 16:22:56)  [GCC
                        4.4.5]]
              platform: yes [linux2]

REQUIRED DEPENDENCIES AND EXTENSIONS
                 numpy: yes [not found. pip may install it below.]
                   six: yes [using six version 1.5.2]
              dateutil: yes [using dateutil version 2.1]
                  pytz: yes [pytz was not found. pip will attempt to install
                        it after matplotlib.]
               tornado: yes [tornado was not found. It is required for the
                        WebAgg backend. pip/easy_install may attempt to
                        install it after matplotlib.]
             pyparsing: yes [pyparsing was not found. It is required for
                        mathtext support. pip/easy_install may attempt to
                        install it after matplotlib.]
                libagg: yes [pkg-config information for 'libagg' could not
                        be found. Using local copy.]
              freetype: no  [The C/C++ header for freetype2 (ft2build.h)
                        could not be found.  You may need to install the
                        development package.]
                   png: no  [pkg-config information for 'libpng' could not
                        be found.]
                 qhull: yes [pkg-config information for 'qhull' could not be
                        found. Using local copy.]

OPTIONAL SUBPACKAGES
           sample_data: yes [installing]
              toolkits: yes [installing]
                 tests: yes [using nose version 1.3.0 / using mock 1.0.1]
        toolkits_tests: yes [using nose version 1.3.0 / using mock 1.0.1]

OPTIONAL BACKEND EXTENSIONS
                macosx: no  [Mac OS-X only]
                qt5agg: no  [PyQt5 not found]
                qt4agg: no  [PySide not found; PyQt4 not found]
               gtk3agg: no  [Requires pygobject to be installed.]
             gtk3cairo: no  [Requires cairocffi or pycairo to be installed.]
                gtkagg: no  [Requires pygtk]
                 tkagg: no  [The C/C++ header for Tk (tk.h) could not be
                        found.  You may need to install the development
                        package.]
                 wxagg: no  [requires wxPython]
                   gtk: no  [Requires pygtk]
                   agg: yes [installing]
                 cairo: no  [cairocffi or pycairo not found]
             windowing: no  [Microsoft Windows only]

OPTIONAL LATEX DEPENDENCIES
                dvipng: no
           ghostscript: yes [version 8.71]
                 latex: yes [version 3.1415926]
               pdftops: no

============================================================================
                        * The following required packages can not be built:
                        * freetype, png
(virtualenv)vikaskuk@beehive:~/matplotlib/matplotlib-master$ python setup.py install
============================================================================
Edit setup.cfg to change the build options

BUILDING MATPLOTLIB
            matplotlib: yes [1.5.dev1]
                python: yes [2.6.6 (r266:84292, Sep 15 2010, 16:22:56)  [GCC
                        4.4.5]]
              platform: yes [linux2]

REQUIRED DEPENDENCIES AND EXTENSIONS
                 numpy: yes [not found. pip may install it below.]
                   six: yes [using six version 1.5.2]
              dateutil: yes [using dateutil version 2.1]
                  pytz: yes [pytz was not found. pip will attempt to install
                        it after matplotlib.]
               tornado: yes [tornado was not found. It is required for the
                        WebAgg backend. pip/easy_install may attempt to
                        install it after matplotlib.]
             pyparsing: yes [pyparsing was not found. It is required for
                        mathtext support. pip/easy_install may attempt to
                        install it after matplotlib.]
                libagg: yes [pkg-config information for 'libagg' could not
                        be found. Using local copy.]
              freetype: no  [The C/C++ header for freetype2 (ft2build.h)
                        could not be found.  You may need to install the
                        development package.]
                   png: no  [pkg-config information for 'libpng' could not
                        be found.]
                 qhull: yes [pkg-config information for 'qhull' could not be
                        found. Using local copy.]

OPTIONAL SUBPACKAGES
           sample_data: yes [installing]
              toolkits: yes [installing]
                 tests: yes [using nose version 1.3.0 / using mock 1.0.1]
        toolkits_tests: yes [using nose version 1.3.0 / using mock 1.0.1]

OPTIONAL BACKEND EXTENSIONS
                macosx: no  [Mac OS-X only]
                qt5agg: no  [PyQt5 not found]
                qt4agg: no  [PySide not found; PyQt4 not found]
               gtk3agg: no  [Requires pygobject to be installed.]
             gtk3cairo: no  [Requires cairocffi or pycairo to be installed.]
                gtkagg: no  [Requires pygtk]
                 tkagg: no  [The C/C++ header for Tk (tk.h) could not be
                        found.  You may need to install the development
                        package.]
                 wxagg: no  [requires wxPython]
                   gtk: no  [Requires pygtk]
                   agg: yes [installing]
                 cairo: no  [cairocffi or pycairo not found]
             windowing: no  [Microsoft Windows only]

OPTIONAL LATEX DEPENDENCIES
                dvipng: no
           ghostscript: yes [version 8.71]
                 latex: yes [version 3.1415926]
               pdftops: no

============================================================================
                        * The following required packages can not be built:
                        * freetype, png

But when I try to plot the graph I hit the original issue:

vikas@server:~/matplotlib/matplotlib-master$ cd ../../memory_profiler-0.36
vikas@server:~/memory_profiler-0.36$ ./mprof plot --output=plot.png 
matplotlib is needed for plotting.

I was able to successfully do apt-get update(there was some firewall issue and then I successfully did: sudo apt-get install -y python-matplotlib.

But still I am getting some issue while running mprof:

vikas@server:~/memory_profiler-0.36$ ./mprof plot --output=plot.png
Using last profile data.
Traceback (most recent call last):
  File "./mprof", line 494, in <module>
    actions[get_action()]()
  File "./mprof", line 454, in plot_action
    pl.figure(figsize=(14, 6), dpi=90)
  File "/usr/lib/pymodules/python2.7/matplotlib/pyplot.py", line 423, in figure
    **kwargs)
  File "/usr/lib/pymodules/python2.7/matplotlib/backends/backend_tkagg.py", line 79, in new_figure_manager
    return new_figure_manager_given_figure(num, figure)
  File "/usr/lib/pymodules/python2.7/matplotlib/backends/backend_tkagg.py", line 87, in new_figure_manager_given_figure
    window = Tk.Tk()
  File "/usr/lib/python2.7/lib-tk/Tkinter.py", line 1767, in __init__
    self.tk = _tkinter.create(screenName, baseName, className, interactive, wantobjects, useTk, sync, use)
_tkinter.TclError: no display name and no $DISPLAY environment variable

Why do I need to set the display? I am working on ubuntu hosted machine.

Solution 1

You need to install matplotlib, as instructed (this error in thrown by mprof when it can't find matplotlib).

You can do so using pip pip install matplotlib (you might need to prefix this with sudo) or your package manager:

• sudo apt-get install -y python-matplotlib on Debian, Ubuntu and derivatives.
• sudo yum install -y python-matplotlib on RHEL, CentOS and derivatives.

Solution 2

It seems matplotlib: 3.0.1 does not go well with python 3.7 in conda environment. df.plot() command could not be executed properly showing "ImportError: matplotlib is required for plotting" but actually matplotlib is installed.

I tried to downgrade matplotlib to 3.0.0 then everything is fine.

conda install -n [your_conda_envionment] matplotlib==3.0.0

Solution 3

I had same problem on freshely installed Ubuntu 16.04. To solve it, I have installed SciPy like this: sudo pip install scipy

Also I had to install tkinter lib like this: sudo apt-get install python-tk

I guess somewhere in the past, matplotlib had scipy as dependency, but now it only has numpy, while mprof plot requires scipy.