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Modern Spreadsheets in MATLAB | MATLAB | Build complex data pipelines in MATLAB M-Files. Seamlessly create MATLAB tables with SheetJS. Leverage the MATLAB toolbox ecosystem to analyze data from Excel workbooks. | demos/cloud/index | demos/bigdata/index |
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MATLAB is a numeric computing
platform. It has a native table
type with limited support for spreadsheets.
SheetJS is a JavaScript library for reading and writing data from spreadsheets.
This demo uses SheetJS to pull data from a spreadsheet for further analysis within MATLAB. We'll explore how to run an external tool to convert complex spreadsheets into simple XLSX files for MATLAB.
:::note Tested Deployments
This demo was tested by SheetJS users in the following deployments:
Architecture | Version | Date |
---|---|---|
darwin-x64 |
R2024a | 2024-06-09 |
win10-x64 |
R2024a | 2024-06-09 |
:::
:::info pass
MATLAB has limited support for processing spreadsheets through readtable
1
and writetable
2. At the time of writing, it lacked support for XLSB,
NUMBERS, and other common spreadsheet formats.
SheetJS libraries help fill the gap by normalizing spreadsheets to a form that MATLAB can understand.
:::
Integration Details
:::note pass
MATLAB does not currently provide a way to parse a CSV string or a character
array representing file data. readtable
, writetable
, csvread
, and
csvwrite
work with the file system directly. strread
and textscan
are
designed specifically for reading numbers.
:::
The current recommendation involves a dedicated command-line tool that leverages SheetJS libraries to to perform spreadsheet processing.
The SheetJS NodeJS module can be loaded in NodeJS scripts and bundled in standalone command-line tools.
Command-Line Tools
The "Command-Line Tools" demo creates xlsx-cli
, a
command-line tool that reads a spreadsheet file and generates output. The
examples in the "NodeJS" section are able to generate XLSX spreadsheets using
the --xlsx
command line flag:
$ xlsx-cli --xlsx ./pres.numbers ## generates pres.numbers.xlsx
:::note pass
The command-line tool supports a number of formats including XLSB (--xlsb
).
:::
The tools pair the SheetJS readFile
3 and writeFile
4 methods to read
data from arbitrary spreadsheet files and convert to XLSX:
const XLSX = require("xlsx"); // load the SheetJS library
const wb = XLSX.readFile("input.xlsb"); // read input.xlsb
XLSX.writeFile(wb, "output.xlsx"); // export to output.xlsx
MATLAB commands
The MATLAB system
command5 can run command-line tools in M-files. For
example, if the xlsx-cli
tool is placed in the workspace folder and the
test file pres.numbers
is in the Downloads folder, the following command
generates the XLSX file pres.numbers.xlsx
:
% generate ~/Downloads/pres.numbers.xlsx from ~/Downloads/pres.numbers
system("./xlsx-cli --xlsx ~/Downloads/pres.numbers");
:::note pass
In an interactive session, the exclamation point operator !
6 can be used:
% generate ~/Downloads/pres.numbers.xlsx from ~/Downloads/pres.numbers
!./xlsx-cli --xlsx ~/Downloads/pres.numbers
:::
Reading Files
Starting from an arbitrary spreadsheet, xlsx-cli
can generate a XLSX workbook.
Once the workbook is written, the XLSX file can be parsed with readtable
:
% `filename` points to the file to be parsed
filename = "~/Downloads/pres.numbers";
% generate filename+".xlsx"
system("./xlsx-cli --xlsx " + filename)
% read using `readtable`
tbl = readtable(filename + ".xlsx");
The following diagram depicts the workbook waltz:
flowchart LR
subgraph MATLAB `system` invocation
file[(workbook\nunknown type)]
xlsx(XLSX\nNormalized Data)
end
data[(table)]
file --> |`xlsx-cli`\nSheetJS| xlsx
xlsx --> |`readtable`\nMATLAB| data
Write Files
Starting from an MATLAB table, writetable
can generate a XLSX workbook. Once
the workbook is written, xlsx-cli
can translate to NUMBERS or other formats:
% tbl is the table
tbl = table({"Sheet";"JS"}, [72;62], 'VariableNames', ["Name", "Index"])
% `filename` points to the file to be written
filename = "~/Downloads/sorted.xlsx";
% write using `writetable`
writetable(tbl, filename);
% generate filename+".xlsb"
system("./xlsx-cli --xlsb " + filename);
The following diagram depicts the workbook waltz:
flowchart LR
subgraph MATLAB `system` invocation
file[(XLSB\nworkbook)]
xlsx(XLSX\nNormalized Data)
end
data[(table)]
data --> |`writetable`\nMATLAB| xlsx
xlsx --> |`xlsx-cli`\nSheetJS| file
Complete Demo
:::info pass
This demo was tested in macOS. The path names will differ in other platforms.
:::
This demo processes pres.numbers
.
There are 3 parts to the demo:
A) "Import": SheetJS tooling will read the test file and generate a clean XLSX
file. MATLAB will read the file using readtable
.
B) "Process": Using sortrows
, MATLAB will reverse the table order.
C) "Export": The modified table will be exported to XLSX using writetable
.
SheetJS tooling will convert the file to XLSB.
flowchart LR
ifile[(NUMBERS)]
ixlsx(XLSX)
ofile[(XLSB)]
oxlsx(XLSX)
data[(table)]
ifile --> |`xlsx-cli`\nSheetJS| ixlsx
ixlsx --> |`readtable`\nMATLAB| data
data -.-> |Data Processing| data
data --> |`writetable`\nMATLAB| oxlsx
oxlsx --> |`xlsx-cli`\nSheetJS| ofile
- Create the standalone
xlsx-cli
binary7:
{\ cd /tmp npm i --save https://cdn.sheetjs.com/xlsx-${current}/xlsx-${current}.tgz exit-on-epipe commander@2 curl -LO https://docs.sheetjs.com/cli/xlsx-cli.js npx nexe -t 14.15.3 xlsx-cli.js
}
- Move the generated
xlsx-cli
to the MATLAB workspace folder. On macOS, this folder is typically~/Documents/MATLAB/
:
mkdir -p ~/Documents/MATLAB/
mv xlsx-cli ~/Documents/MATLAB/
- Download https://docs.sheetjs.com/pres.numbers and save to Downloads folder:
cd ~/Downloads/
curl -LO https://docs.sheetjs.com/pres.numbers
- Save the following to
SheetJSMATLAB.m
in the workspace folder:
% Import data from NUMBERS file
system("./xlsx-cli --xlsx ~/Downloads/pres.numbers");
tbl = readtable("~/Downloads/pres.numbers.xlsx");
% Process data (reverse sort)
sorted = sortrows(tbl,"Index", "descend");
% Export data to XLSB workbook
writetable(sorted,"~/Downloads/sorted.xlsx");
system("./xlsx-cli --xlsb ~/Downloads/sorted.xlsx");
- In a MATLAB desktop session, run the
SheetJSMATLAB
command:
>> SheetJSMATLAB
It will create the file sorted.xlsx.xlsb
in the ~/Downloads
folder. Open the
file and confirm that the table is sorted by Index in descending order:
Name Index
Joseph Biden 46
Donald Trump 45
Barack Obama 44
GeorgeW Bush 43
Bill Clinton 42
:::tip pass
If the matlab
command is available on the system PATH
, the "headless"
version of the command is:
cd ~/Documents/MATLAB
matlab -batch SheetJSMATLAB
:::
-
See
writetable
in the MATLAB documentation. ↩︎ -
See "MATLAB Operators and Special Characters in the MATLAB documentation. ↩︎
-
See "Command-line Tools" for more details. ↩︎