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sinfo outputs version information for modules loaded in the current session, Python, and the OS.

Project description

sinfo

sinfo outputs version information for modules loaded in the current session, Python, the OS, and the CPU. It is designed as a minimum measure to increase reproducibility and provides similar information as sessionInfo in R. The name is shortened to encourage regular usage through reduced typing =)

Motivation

sinfo is particularly useful when conducting exploratory data analysis in Jupyter notebooks. Listing the version numbers of all loaded modules after importing them is a simple way to ensure a minimum level of reproducibility while requiring little additional effort. This practice is useful both when revisiting notebooks and when sharing them with colleagues. sinfo is meant to complement more robust practices such as frozen virtual environments, containers, and binder.

Installation

sinfo can be installed via pip install sinfo. It does not depend on a package manager to find version numbers since it fetches them from the module's version string. Its only dependency is stdlib_list, which is used to distinguish between standard library and third party modules.

Usage

import math

import natsort
import numpy
import pandas
from sinfo import sinfo


sinfo()

Output:


-----
natsort     5.3.3
numpy       1.17.3
pandas      0.25.1
sinfo       0.3.0
-----
Python 3.7.3 | packaged by conda-forge | (default, Dec  6 2019, 08:54:18) [GCC 7.3.0]
Linux-5.4.2-arch1-1-x86_64-with-arch
4 logical CPU cores
-----
Session information updated at 2019-12-14 16:14

The default behavior is to only output modules not in the standard library, which is why the math module is omitted above (it can be included by specifying std_lib=True). To include not only the explicitly imported modules, but also any dependencies they import internally, specify dependencies=True. The notebook output is concealed in <details> tags by default to not take up too much visual real estate. When called from a notebook, sinfo writes the module dependencies to a file called to <notebook_name>-requirements.txt, which is compatible with pip install -r /path/to/requirements.txt. See the docstring for complete parameter info.

Background

sinfo started as minor modifications of py_session, and as it grew it became convenient to create a new package. sinfo was built with the help of information provided in stackoverflow answers and existing similar packages, including

Project details


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