pydatau 1.0.5

Expandable module of statistical data utilities

DATAU - Batch Statistical Data Utilities

Cross-platform batch runner for statistical and numerical files.

Installation

pip install pydatau

Quick example

python:

from datau import autorun

autorun(path_data="my_project/data", pattern='master', log_limit=1)

bash:

datau "my_project/data" -p "master" -l 1

Supported Extensions and Execution Method

Extension	Language/Tool	Method
.ipynb	Jupyter Notebook	papermill
.R	R	rpy2.robjects
.do	Stata	Stata batch mode
.jl	Julia	julia (must be in PATH)
.gms	GAMS	gams (must be in PATH)
.run	AMPL	ampl (must be in PATH)
.m	MATLAB/Octave	matlab.engine or Oct2Py

User Reference

autorun(path_data='...', pattern='...', *args, **kwargs)

Automatically runs matching statistical scripts in the given directory. Generates a number of .log files with outputs for each executed file.

Parameters:

path_data : str, default = current working directory
Path to the directory with input files.

pattern : str, optional
Regex pattern to match filenames (not paths), such as 'master'. Case-insensitive.

date_fmt : str, default = '%Y%m%d_%H%M%S'
Datetime format for .log filenames.

log_limit : int, optional
If set, limits the number of log files per script. Older logs beyond this limit will be deleted. Please note that you can turn off logging by setting log_limit to 0.

use_powershell : bool, default = False
If True, redirects via PowerShell on Windows. Ignored on POSIX.

License

MIT License — see the LICENSE file.