
Product
Introducing Data Exports
Export Socket alert data to your own cloud storage in JSON, CSV, or Parquet, with flexible snapshot or incremental delivery.
pyscal
Advanced tools

Python tool module for relative permeability/SCAL support in reservoir simulation
Command line tool for generating Eclipse input from parameters in an XLSX- or CSV-file.
API to create relative permeability curves through correlations or tables.
Consistency checks for three-phase setups, ensures compatibility of oil-water tables and gas-oil tables.
Support for handling uncertainty, doing book-keeping for low, base and high cases, and the possiblity to interpolate between these cases using a number from -1 to +1.
Example use with CSV input for one SATNUM:
$ cat relperminput.csv
SATNUM, swl, sorw, Nw, Now
1, 0.1, 0.05, 2, 3
$ pyscal relperminput.csv --delta_s 0.1 -o relperm.inc
Written to relperm.inc
where relperm.inc can be used directly as an INCLUDE file in Eclipse or Flow.
The same table as in the CSV above could have been in an XLSX file also.
Using the Python API, the same curves as above can be constructed with
from pyscal import WaterOil
wo = WaterOil(h=0.1, sorw=0.05, swl=0.1)
wo.add_corey_water(nw=2)
wo.add_corey_oil(now=3)
print(wo.SWOF())
which will produce the output
SWOF
--
-- pyscal: 0.4.1
-- swirr=0 swl=0.1 swcr=0.1 sorw=0.05
-- Corey krw, nw=2, krwend=1, krwmax=1
-- Corey krow, now=3, kroend=1
-- krw = krow @ sw=0.46670
-- Zero capillary pressure
-- SW KRW KROW PC
0.1000000 0.0000000 1.0000000 0
0.2000000 0.0138408 0.6869530 0
0.3000000 0.0553633 0.4471809 0
0.4000000 0.1245675 0.2709139 0
0.5000000 0.2214533 0.1483818 0
0.6000000 0.3460208 0.0698148 0
0.7000000 0.4982699 0.0254427 0
0.8000000 0.6782007 0.0054956 0
0.9000000 0.8858131 0.0002035 0
0.9500000 1.0000000 0.0000000 0
1.0000000 1.0000000 0.0000000 0
/
FAQs
Generate relative permeability include files for Eclipse reservoir simulator
We found that pyscal demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 4 open source maintainers collaborating on the project.
Did you know?

Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.

Product
Export Socket alert data to your own cloud storage in JSON, CSV, or Parquet, with flexible snapshot or incremental delivery.

Research
/Security News
Bitwarden CLI 2026.4.0 was compromised in the Checkmarx supply chain campaign after attackers abused a GitHub Action in Bitwarden’s CI/CD pipeline.

Research
/Security News
Docker and Socket have uncovered malicious Checkmarx KICS images and suspicious code extension releases in a broader supply chain compromise.