Facilitate data io in FMU with rich metadata
Project description
fmu-dataio
fmu-dataio is a library for handling data flow in and out of Fast Model Update workflows. For export, it automates the adherence to the FMU data standard ✅ including both file and folder conventions as well as richer metadata 🔖 for use by various data consumers both inside and outside the FMU context via Sumo.
fmu-dataio is designed to be used with the same syntax in all parts of an FMU workflow,
including post- and pre-processing jobs and as part of ERT FORWARD_MODEL, both inside and outside RMS.
👉 Detailed documentation for fmu-dataio at Read the Docs. 👀
fmu-dataio is also showcased in Drogon. 💪
Data standard definitions
The metadata standard is defined by a JSON schema. Within Equinor, the schema is available on a Radix-hosted endpoint ⚡
Installation
Install a specific version (e.g. 1.2.3) directly from github through:
pip install git+ssh://git@github.com/equinor/fmu-dataio@1.2.3
Local development and testing:
Make your own fork of fmu-dataio and then clone it locally on unix. Create a virtual environment:
python -m venv my_venv
Activate the venv:
source my_venv/bin/activate
Upgrade pip and install fmu-dataio from the source:
pip install --upgrade pip
pip install -e .
Install requirements for running tests:
pip install -e .[dev,docs]
Then run the command:
pytest
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