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Introduction

XTGeo is a LGPL licensed Python library with C backend to support manipulation of (oil industry) subsurface reservoir modelling. Typical users are geoscientist and reservoir engineers working with reservoir modelling, in relation with RMS. XTGeo is developed in Equinor.

Detailed documentation for XTGeo at Read the Docs

Feature summary

  • Python 3.11+ support
  • Focus on high speed, using numpy and pandas with C backend
  • Regular surfaces, i.e. 2D maps with regular sampling and rotation
  • 3D grids (corner-point), supporting several formats such as RMS and Eclipse
  • Support of seismic cubes, using segyio as backend for SEGY format
  • Support of well data, line and polygons (still somewhat immature)
  • Operations between the data types listed above; e.g. slice a surface with a seismic cube
  • Optional integration with ROXAR API python for several data types (see note later)
  • Linux is main development platform, but Windows and MacOS (64 bit) are supported and PYPI wheels for all three platforms are provided.

Installation

For Linux, Windows and MacOS 64bit, PYPI installation is enabled:

pip install xtgeo

For detailed installation instructions (implies C compiling), see the documentation.

Getting started

import xtgeo

# create an instance of a surface, read from file
mysurf = xtgeo.surface_from_file("myfile.gri")  # Irap binary as default

print(f"Mean is {mysurf.values.mean()}")

# change date so all values less than 2000 becomes 2000
# The values attribute gives the Numpy array

mysurface.values[mysurface.values < 2000] = 2000

# export the modified surface:
mysurface.to_file("newfile.gri")

Note on RMS Roxar API integration

The following applies to the part of the XTGeo API that is connected to Roxar API (RMS):

RMS is neither an open source software nor a free software and any use of it needs a software license agreement in place.

Project links

Data verified by PyPI on Aug 11, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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  • Released:
Newer release available (4.25.1)

3 maintainers

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Credits

Author: Equinor

GitHub Statistics

Data verified by PyPI on Aug 11, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

GNU Lesser General Public License v3 (LGPLv3) (LGPL-3.0)

Requires

Python >=3.11

Provides Extra

dev docs

Tags

grids surfaces wells cubes

Classifiers

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2.17.0

2.17.0rc0 pre-release

2.16.0

2.16.0rc1 pre-release

2.16.0rc0 pre-release

2.16.0b0 pre-release

2.15.5

2.15.4

2.15.3

2.15.2

2.15.1

2.15.0

2.15rc3 pre-release

2.15rc2 pre-release

2.15rc1 pre-release

2.15a4 pre-release

2.15a3 pre-release

2.15a2 pre-release

2.15a1 pre-release

2.14.2

2.14.1

2.14.0

2.14.0rc2 pre-release

2.14.0rc1 pre-release

2.13.4

2.13.3

2.13.1

2.13.0

2.13.0a4 pre-release

2.13.0a3 pre-release

2.13.0a2 pre-release

2.13.0a1 pre-release

2.12.3

2.12.2

2.12.1

2.12.0

2.11.0

2.10.0

2.9.2

2.9.1

2.9.1b5 pre-release

2.9.1b4 pre-release

2.9.1b1 pre-release

2.9.0

2.9.0b4 pre-release

2.9.0b3 pre-release

2.9.0b2 pre-release

2.9.0b1 pre-release

2.8.3

2.8.2

2.8.1

2.8.1b2 pre-release

2.8.1b1 pre-release

2.8.0

2.7.2

2.7.1

2.7.0

2.7.0a3 pre-release

2.7.0a2 pre-release

2.7.0a1 pre-release

2.6.1rc1 pre-release

2.6.0

2.6.0a1 pre-release

2.5.0

2.5.0rc2 pre-release

2.4.3

2.4.2

2.4.1

2.4.0

2.3.1

2.3.0

2.3.0b1 pre-release

2.2.3rc2 pre-release

2.2.3rc1 pre-release

2.2.2

2.2.1

2.2.1rc4 pre-release

2.2.1rc3 pre-release

2.2.1rc2 pre-release

2.2.1rc1 pre-release

2.2.0

2.2.0b7 pre-release

2.2.0b6 pre-release

2.2.0b5 pre-release

2.2.0b4 pre-release

2.2.0b2 pre-release

2.2.0b1 pre-release

2.1.1a4 pre-release

2.1.1a3 pre-release

2.1.1a2 pre-release

2.1.1a1 pre-release

2.1.0

2.1.0b10 pre-release

2.1.0b9 pre-release

2.1.0b8 pre-release

2.1.0b7 pre-release

2.1.0b5 pre-release

2.1.0b4 pre-release

2.1.0b3 pre-release

2.1.0b2 pre-release

2.1.0b1 pre-release

2.1.0a3 pre-release

2.0.8

2.0.6

2.0.5

2.0.4

2.0.3

2.0.2

2.0.1

2.0.0

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