Problem with plotting mean_diff

[paul-hawkins]

The following code should produce two plots, but only the swarm plot is produced, and an error is thrown.

new_df = pd.read_csv('%s/all_ringrmsd_data_only.txt' % rootdir, sep='\t')
s_control = db.load(new_df,idx=('OMEGA','MOE','Macromodel','Desmond','RDKit','Prime'))

s_control.cohens_d

s_control.mean_diff.plot(raw_marker_size=3)

IndexError: index 12 is out of bounds for size 12

all_ringrmsd_data_only.txt

[josesho]

Hi Paul,

I am able to run your code snippet, on the data you uploaded.

I get this image.

Can I check: what is your DABEST version when you run

dabest.__version___

or

db.__version___

given than you import DABEST as db in your example? I'm using the latest version, DABEST v0.3.0.

[dhuzard]

Hi @josesho , I have the same issue with my data: an "IndexError: index 10 is out of bounds for size 8" when running the plot function.
I ran the code of @paul-hawkins and I also obtained the same error.
I have DABEST 0.3.0 as well.
I am using Jupyter Notebook.
Note that I can have a graph for only two variables: idx=('OMEGA','MOE'), the problem appears with more than two.

[paul-hawkins]

That’s very odd, as I am using 0.3.0 too. Paul. From: Joses W. Ho <notifications@github.com> Sent: Thursday, April 23, 2020 5:33 AM To: ACCLAB/DABEST-python <DABEST-python@noreply.github.com> Cc: Paul Hawkins <phawkins@eyesopen.com>; Author <author@noreply.github.com> Subject: Re: [ACCLAB/DABEST-python] Problem with plotting mean_diff (#98) Hi Paul, I am able to run your code snippet, on the data you uploaded. Can I check: what is your DABEST version when you run dabest.__version___ or db.__version___ given than you import DABEST as db in your example? I'm using the latest version, DABEST v0.3.0. — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub<#98 (comment)>, or unsubscribe<https://github.com/notifications/unsubscribe-auth/AE6VZPUYO7EAMPJTNU4Q2NLROAROZANCNFSM4MMW7DAQ>.

[josesho]

@paul-hawkins and @dhuzard ,

This looks suspiciously like issues #67 and #70.

Could I trouble both of you to check what version of pandas you two have installed?

import pandas as pd
pd.__version__

Thanks!

[dhuzard]

I found out the solution: upgrading to python 3.8 !

[paul-hawkins]

Hi Joses, '0.25.3' Does updating to Python 3.8 fix the issue, as dhuzard suggested? Paul. From: Joses W. Ho <notifications@github.com> Sent: Friday, April 24, 2020 1:33 AM To: ACCLAB/DABEST-python <DABEST-python@noreply.github.com> Cc: Paul Hawkins <phawkins@eyesopen.com>; Mention <mention@noreply.github.com> Subject: Re: [ACCLAB/DABEST-python] Problem with plotting mean_diff (#98) @paul-hawkins<https://github.com/paul-hawkins> and @dhuzard<https://github.com/dhuzard> , This looks suspiciously like issues #67<#67> and #70<#70>. Could I trouble both of you to check what version of pandas you two have installed? import pandas as pd pd.__version__ Thanks! — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub<#98 (comment)>, or unsubscribe<https://github.com/notifications/unsubscribe-auth/AE6VZPWUM4DIKTPYG67APBTROE6ENANCNFSM4MMW7DAQ>.

[josesho]

Hi, @paul-hawkins, I think upgrading pandas to >= 0.26 should do it. Can you give it a go?

[paul-hawkins]

Upon upgrading to pandas 1.0.3 I saw this (oepython36) C:\Users\phawkins>pip install --upgrade pandas Collecting pandas Downloading https://files.pythonhosted.org/packages/d2/81/a1514c993ad8261a2053f356c3ea9a6ad41871a09a8ef9cf46789e371a63/pandas-1.0.3-cp36-cp36m-win_amd64.whl (8.7MB) |████████████████████████████████| 8.7MB 819kB/s Requirement already satisfied, skipping upgrade: python-dateutil>=2.6.1 in c:\users\phawkins\anaconda3\envs\oepython36\lib\site-packages (from pandas) (2.8.0) Requirement already satisfied, skipping upgrade: numpy>=1.13.3 in c:\users\phawkins\anaconda3\envs\oepython36\lib\site-packages (from pandas) (1.17.2) Requirement already satisfied, skipping upgrade: pytz>=2017.2 in c:\users\phawkins\anaconda3\envs\oepython36\lib\site-packages (from pandas) (2019.2) Requirement already satisfied, skipping upgrade: six>=1.5 in c:\users\phawkins\anaconda3\envs\oepython36\lib\site-packages (from python-dateutil>=2.6.1->pandas) (1.12.0) ERROR: dabest 0.3.0 has requirement pandas!=0.25.2,~=0.25, but you'll have pandas 1.0.3 which is incompatible. Installing collected packages: pandas Found existing installation: pandas 0.25.1 Uninstalling pandas-0.25.1: Successfully uninstalled pandas-0.25.1 Successfully installed pandas-1.0.3 (oepython36) C:\Users\phawkins> However, as you said, upgrading works! (albeit with a warning) C:\Users\phawkins\Anaconda3\envs\oepython36\lib\site-packages\IPython\core\pylabtools.py:128: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect. fig.canvas.print_figure(bytes_io, **kw) [cid:image001.png@01D61C84.2FCFB2D0] One last thing – how do I change the font size in the violin plot and the distribution plot? I see I can pass in ‘violinplot_kwargs’ but violinplot_kwargs={'fontsize':36}) does not work. I can’t see how to go about changing the distribution plot at all. Thanks for all the help Joses, Paul. From: Joses W. Ho <notifications@github.com> Sent: Sunday, April 26, 2020 9:19 PM To: ACCLAB/DABEST-python <DABEST-python@noreply.github.com> Cc: Paul Hawkins <phawkins@eyesopen.com>; Mention <mention@noreply.github.com> Subject: Re: [ACCLAB/DABEST-python] Problem with plotting mean_diff (#98) Hi, @paul-hawkins<https://github.com/paul-hawkins>, I think upgrading pandas to >= 0.26 should do it. Can you give it a go? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub<#98 (comment)>, or unsubscribe<https://github.com/notifications/unsubscribe-auth/AE6VZPVVFE2MVQRP5XMHR2TROT2TRANCNFSM4MMW7DAQ>.