How can I use Python pandas in MATLAB?

86 次查看（过去 30 天）
Kouichi C. Nakamura
回答： Artem Lensky 2022-5-25
Looking at this tutorial (https://uk.mathworks.com/help/matlab/matlab_external/call-user-defined-custom-module.html), it appears easy to use a Python module in MATLAB.
I'd like to execute the following Python code snippet in MATLAB:
import pandas
tbl = pandas.read_csv('xxxxx.csv')
However, the following does not work in MATLAB.
tbl = py.pandas.read_csv('xxxxx.csv')
Any suggestions?

请先登录，再回答此问题。

采纳的回答

Kouichi C. Nakamura
编辑：Kouichi C. Nakamura 2019-5-23
pyversion returns Python installation outside of Anaconda.
>> pyversion
version: '2.7'
executable: 'C:\Python27\python.EXE'
library: 'C:\WINDOWS\system32\python27.dll'
home: 'C:\Python27'
isloaded: 1
So I needed to change the reference to the Anaconda version of Python.
After relaunching MATLAB, I used pyversion again to change the Python path. Then py.pandas.read_csv() worked!
>> pyversion 'C:\Users\xxxxxxxxx\AppData\Local\Continuum\anaconda2\python.EXE'
>> pyversion
version: '2.7'
executable: 'C:\Users\xxxxxxxxx\AppData\Local\Continuum\anaconda2\python.EXE'
library: 'C:\Users\xxxxxxxxx\AppData\Local\Continuum\anaconda2\python27.dll'
home: 'C:\Users\xxxxxxxxx\AppData\Local\Continuum\anaconda2'
isloaded: 1
>> py.pandas.read_csv('xxxxxxxxx.csv')
ans =
Python DataFrame with properties:
T: [1×1 py.pandas.core.frame.DataFrame]
at: [1×1 py.pandas.core.indexing._AtIndexer]
axes: [1×2 py.list]
blocks: [1×1 py.dict]
columns: [1×1 py.pandas.core.indexes.base.Index]
empty: 0
iat: [1×1 py.pandas.core.indexing._iAtIndexer]
iloc: [1×1 py.pandas.core.indexing._iLocIndexer]
index: [1×1 py.pandas.core.indexes.range.RangeIndex]
is_copy: [1×1 py.NoneType]
ix: [1×1 py.pandas.core.indexing._IXIndexer]
loc: [1×1 py.pandas.core.indexing._LocIndexer]
ndim: 2
shape: [1×2 py.tuple]
size: 120
style: [1×1 py.pandas.io.formats.style.Styler]
values: [1×1 py.numpy.ndarray]
...
0 ...
1 ...
2 ...
3 ...
4 ...
5 ...
6 ...
7 ...
8 ...
9 ...
10 ...
11 ...
12 ...
13 ...
14 ...
[15 rows x 8 columns]
  2 个评论
Dominik Mattioli
Dominik Mattioli 2019-6-13
You didn't need to point python to your anaconda environment too? Particularly, where the environment in which pandas is installed?
Brett Swanson
Brett Swanson 2020-6-23
It probably worked because the default Anaconda environment ("base") has a huge number of modules (including pandas) installed.

请先登录，再进行评论。

更多回答（1 个）

Artem Lensky
Artem Lensky 2022-5-25
Check this submission https://au.mathworks.com/matlabcentral/fileexchange/111770-pandastomatlab
It implements two funcions:
  • df2t - that converts Pandas DataFrame to Matlab Table
  • t2df - that converts Matlab Table to Pandas DataFrame.
The examples are shown in test.mlx. Here is one example
Name = {["Roger", "Sanchez"];
["Paul", "Johnson"];
["Lisa", "Li"];
["Don", "Diaz"];
["Havana ", "Brown"]};
Age = [38;43;38;40;49];
Smoker = logical([1;0;1;0;1]);
Height = [71;69;64;67;64];
Weight = [176;163;131;133;119];
BloodPressure = [124 93; 109 77; 125 83; 117 75; 122 80];
T = table(Name,Age,Smoker,Height,Weight,BloodPressure);
T.BMI = (T.Weight * 0.453592)./(T.Height * 0.0254).^2;
df = t2df(T); % Convert Table to Python Pandas
% Sample from the dataframe
df_sampled = df.sample(int64(10), replace=true); % Call DataFrame functions
table_sampled = df2t(df_sampled) % Convert DataFrame back to Table

类别

在 Help Center 和 File Exchange 中查找有关 Call Python from MATLAB 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by