Pandas

3 Mar 2025

Install *timewarrior-dataframe* using *pipx* for pivot tables of *timewarrior* summaries

Things to know:

  • Timewarrior (timew) is a command line tool for tracking time.
  • Timewarrior-Dataframe is an extension processes timew export output using the Pandas Python module.

Install #

Timewarrior can be installed on recent Ubuntu releases from the apt repositories. It can also be found in a number of other distro’s packaging systems.

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# Ubuntu (and/or Debian?)
sudo apt install timewarrior

pipx can be used to install the timewarrior-dataframe’s twdf command from it’s git repository.

24 Feb 2023

Data Catalog From Filesystem

This previous post demonstrated a way to use generic website html source to create an inventory of web-accessible files using discovered URL links. A similar methodology can be applied to search through filesystem directory tree to establish a catalog for any matching filetypes.

Use glob to recursively globstar-match filepaths #

In this case I use Python’s builtin glob and regular expression modules to list files and match extensions in the names. I used the os.path collection of utility methods to pull directory names from the full paths, but a more modern way would probably to use the builtin pathlib. Pandas is the only non-builtin package used, which could be removed if a DataFrame is not the desired output.