Ever wanted a tool that converts various web log files into something useful (e.g. pandas dataframes) for ease of analyses? Me too.

Ever expanding list of log formats is:

• Combined Log Format

• MongoDB logs

pip install . 

Common Log Format files to a pandas dataframe:

from logreader import CLFReader
clfr = CLFReader(<path to logs file>)
# python data structures
clfr.logs
# pandas dataframe
clfr.df

Also see the file logreader/__main__.py

And run that with

python -m clfreader

See issues.