Skip to main content

Python package for analyzing Cucurbituril crystal structures automatically

Project description

ElliptiC - an automated command line tool for visualizing and measuring ellipticity of cucurbituril host/guest structures


How to install

This package is not yet pip installable, but once it is available, the command will be a simple

pip install ElliptiC

Until then, the installation of the package can be done by the following:

  • Clone this git repository to your local machine
  • In the cloned repository, install the cbn_analysis package through python -m pip install . vv
  • Next, install the required dependencies by running pip install -r requirements.txt

How to run the analysis

The ElliptiC package takes a single command line argument: an xyz file containing atom coordinates, or a folder of xyz files containing atom coordinates

To run the analysis package on a single file, navigate to the directory with the ElliptiC script and execute it: (NOTE: if there are spaces in your file name, you will need quotes around the file name)

The same convention can be used to execute the package on a folder of xyz files


How the package works

Below is a diagram of the analysis steps the software completes on any given file

1. In a given XYZ file, extract the coordinates of all carbon atoms (and oxygen atoms used later on in the analysis).

2. Identify strongly connected components to differentiate between host and guest structures.

3. Remove the guest structure since we only care about calculating ellipticity of the host.

4. Using proximity to oxygen atoms, remove the top and bottom rings of the hosts for accurate ellipticity calculation.

5 & 6. Using a Principal Components Analysis, calculate the variance along both major axes of the host ring. The ellipticity is thus (Vax1-Vax2)/Vax1 where Vax1 is the variance on the longest axis (length) and Vax2 is the variance on the second-longest axis (width).

7. Output graphs of both the single ring hosts and the full host-guest structures, as well as a spreadsheet with the calculated ellipticity for each structure.



How to interpret the output

Each xyz file analyzed with this package will produce at least 3 pieces of data:

  • 1 interactive 3D scatter plot with all carbons in the CBn structures visualized
  • 1 interactive 3D scatter plot with only the central carbon ring of the CBn structures visualized
  • 1 spreadsheet with all of the carbons, their positions, distance to the centroid of the structure, and the measured ellipticity

In the case of host CBn structures with an internally situated guest structure, an additional 3D graph will be produced with the guests visualized in the structures (see below)

To see the interactive version of this plot that gets generated from the script, Click Here

The user can visually see the ellipticity in the structues and compare them to the measured values in the spreadsheets:
CB7 structures from above with guests removed

Calculated ellipticity for each structure on a scale of circular (0) to linear (1)

CB10 wide structures with guests removed

Calculated ellipticity for each structure on a scale of circular (0) to linear (1)

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

ElliptiCBn-1.0.4.tar.gz (11.3 kB view details)

Uploaded Source

Built Distribution

ElliptiCBn-1.0.4-py3-none-any.whl (11.3 kB view details)

Uploaded Python 3

File details

Details for the file ElliptiCBn-1.0.4.tar.gz.

File metadata

  • Download URL: ElliptiCBn-1.0.4.tar.gz
  • Upload date:
  • Size: 11.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.12

File hashes

Hashes for ElliptiCBn-1.0.4.tar.gz
Algorithm Hash digest
SHA256 9965e06086768291beb0a48786595e98f7ebf540de3286131bf3ccaa3f68fe24
MD5 ae8db99254f2fc76a14f685c6dc7e6a9
BLAKE2b-256 8ac9a31d1af2127b528dd3da7f70dff931c543b08024ceb32e9a29c0d857082b

See more details on using hashes here.

File details

Details for the file ElliptiCBn-1.0.4-py3-none-any.whl.

File metadata

  • Download URL: ElliptiCBn-1.0.4-py3-none-any.whl
  • Upload date:
  • Size: 11.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.12

File hashes

Hashes for ElliptiCBn-1.0.4-py3-none-any.whl
Algorithm Hash digest
SHA256 f7ecdd9d715c2228bf9fbea463256c73b163cbcfa6de5e1389d480772d9e0cb2
MD5 098f7dcabf71746e4f04b7e795f2ee86
BLAKE2b-256 96cc8474adfbb7865ca7b564174b4f9034a77e3ed8c9aa3207d8f094d0e410bb

See more details on using hashes here.

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