Skip to main content

Automatic generation of crystal structure descriptions

Project description

# Robocrystallographer

[![Pypi Repository](https://badge.fury.io/py/robocrys.svg)](https://travis-ci.org/hackingmaterials/robocrystallographer)
[![Codacy Badge](https://api.codacy.com/project/badge/Grade/47f851408d364efa9a8cdf0ed844cd8b)](https://www.codacy.com/app/utf/robocrystallographer)
[![CircleCI](https://circleci.com/gh/hackingmaterials/robocrystallographer.svg?style=svg)](https://circleci.com/gh/hackingmaterials/robocrystallographer)


Robocrystallographer is a tool to generate text descriptions of crystal
structures. Similar to how a real-life crystallographer would analyse a
structure, robocrystallographer looks at the symmetry, local environment, and
extended connectivity when generating a description. The package includes
utilities for identifying molecule names, component orientations,
heterostructure information, and more...

## Usage

Robocrystallographer can be used from the command-line or from a python API.
The package integrates with the [Materials Project](https://materialsproject.org)
to for allow generation of structure descriptions directly from Materials Project
ids. For example, to generate the description of SnO<sub>2</sub>
([mp-856](https://materialsproject.org/materials/mp-856/)), one
can simply run:

```bash
robocrys mp-856
```

Alternatively, a structure file can be specified in place of a Materials Project id.
Robocrystallographer supports the same file formats as
[pymatgen](http://pymatgen.org), including the Crystallographic Information
Format (CIF), and common electronic structure package formats such POSCAR files.

### Python interface

The two core classes in robocrystallographer are:

- `StructureCondenser`: to condense the structure into an intermediate JSON
representation.
- `StructureDescriber`: to turn the condensed structure into a text description.

A minimal working example for generating text descriptions is simply:

```python
from robocrys import StructureCondenser, StructureDescriber

condenser = StructureCondenser()
describer = StructureDescriber()

condensed_structure = condenser.condense_structure(structure)
description = describer.describe(condensed_structure)
```

Where `structure` is a pymatgen Structure object. Both classes have many
options for customising the output of the structure
descriptions. More information is provided in the
[module documentation](https://hackingmaterials.github.io/robocrystallographer/).

### Intermediate JSON format

The format of the intermediate JSON representation is detailed on the
[condensed structure format page](https://hackingmaterials.github.io/robocrystallographer/format.html).


### Example output

An example of the output generated by robocrystallographer for SnO<sub>2</sub> ([mp-856](https://materialsproject.org/materials/mp-856/)) is given below:

<p align="center">
<img alt="SnO2 crystal structure" src="https://raw.githubusercontent.com/hackingmaterials/robocrystallographer/master/docs/_static/rutile.jpg" height=
"200px">
</p>

```
SnO2 is Rutile structured and crystallizes in the tetragonal P4_2/mnm space
group. The structure is three-dimensional. Sn(1) is bonded to six equivalent
O(1) atoms to form a mixture of edge and corner-sharing SnO6 octahedra. The
corner-sharing octahedral tilt angles are 51°. All Sn(1)–O(1) bond lengths
are 2.09 Å. O(1) is bonded in a trigonal planar geometry to three equivalent
Sn(1) atoms.
```

## Installation

Robocrystallographer can be installed using pip:

```bash
pip install robocrys
```

Robocrystallographer requires Python 3.6+. The
[OpenBabel](http://openbabel.org/wiki/Python)
package is required to determine molecule names. This is an optional
requirement but its use is recommended for best
results. If you are using the [Conda](https://conda.io/) package management
system, OpenBabel can be installed using:

```
conda install -c openbabel openbabel
```

## What’s new?

Track changes to robocrystallographer through the
[Changelog](https://hackingmaterials.github.io/robocrystallographer/changelog.html).

## Contributing

Robocrystallographer is in early development but we still welcome your
contributions. Please read our [contribution guidelines](https://hackingmaterials.github.io/robocrystallographer/contributing.html)
for more information. We maintain a list of all
contributors [here](https://hackingmaterials.github.io/robocrystallographer/contributors.html).

## License

Robocrystallographer is released under a modified BSD license;
the full text can be found
[here](https://hackingmaterials.github.io/robocrystallographer/license.html).


Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

robocrys-0.1.1.tar.gz (3.8 MB view hashes)

Uploaded Source

Built Distribution

robocrys-0.1.1-py3-none-any.whl (3.8 MB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page