Python library for reading, writing and analyzing Finnish borehole format Infraformat (version 2.5). Well suited for scientific and research applications.
Latest (stable) pyinfraformat can be installed with pip
python -m pip install pyinfraformat
The latest (unstable) version can be installed from git with pip (needs git-tools).
python -m pip install git+https://github.com/ahartikainen/pyinfraformat
Library can be installed also by git clone / downloading zip.
git clone https://github.com/ahartikainen/pyinfraformat
cd pyinfraformat
python -m pip install .
To install inplace for development work, use -e command.
python -m pip install -e .
import pyinfraformat as pif
pif.set_logger_level(50) # Suppress non-critical warnings, recommended for large files
holes = pif.from_infraformat("*.tek")
holes = holes.project("TM35FIN")
bounds = holes.bounds
holes.to_infraformat("holes_tm35fin.tek")
bounds = [6672242-200 , 385795-200, 6672242 +200, 385795+200]
gtk_holes = pif.from_gtk_wfs(bounds, "TM35Fin")
print(gtk_holes) # View holes object
#Infraformat Holes -object:
# Total of 203 holes
# - PO ......... 161
# - HP ......... 13
# - PA ......... 12
# - NO ......... 2
# - NE ......... 1
# - KE ......... 5
# - KR ......... 9
html_map = gtk_holes.plot_map()
html_map.save("soundings.html")
html_map # View map in jupyter
hole_figure = gtk_holes[10].plot()
hole_figure # View hole in jupyter
import pandas as pd
bounds = [6672242-2000 , 385795-2000, 6672242 +2000, 385795+2000]
gtk_holes = pif.from_gtk_wfs(bounds, "TM35FIN", maxholes=25_000)
laboratory_tests = gtk_holes.filter_holes(hole_type=["NO", "NE"], start="1990-01-01")
df = laboratory_tests.get_dataframe()
df['data_Soil type'] = df['data_Soil type'].astype("string")
clay_samples = df[df['data_Soil type'].str.endswith("Sa", na=False)].reset_index()
clay_samples['data_Laboratory w'] = pd.to_numeric(clay_samples['data_Laboratory w'])
fig = clay_samples['data_Laboratory w'].plot.hist(bins='fd')
fig.set_title("Clay samples water content, %")
fig