Athabasca well logs

petrodc.ags.get_las(number_of_files)

Function to get well logs data as dataframes from Special Report 006 Athabasca Oil Sands Data McMurray/Wabiskaw Oil Sands Deposit (Alberta, Canada). By Alberta Geological Survey (AGS).

Parameters

number_of_files (int) – number of files to get, max. of 2173

Returns

data

Return type

dictionary {key -> ‘Unique well identifier’, value -> dataframe}

petrodc.ags.plot_log(logs, title=None)

Function to plot well logs data using matplotlib.

Parameters

logs (dataframe) – each log is a column

Keyword Arguments

title (str or None) – text to add as title if required

Returns

plot

Return type

plotly figure

Example

>>> import petrodc.ags as ags
>>> las_files = ags.get_las(2)      # fetch the first 2 well logs from the Special Report 006 Athabasca Oil Sands Data
>>> my_las = list(las_files.values())[1]        # get its respective df from dict
>>> ags.plot_log(my_las).show()     # plotting logs

Web Application

There is also the web-app based on petrodc: