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-1.0.6.tar.gz (11.0 kB view details)

Uploaded Source

Built Distribution

ElliptiCBn-1.0.6-py3-none-any.whl (11.1 kB view details)

Uploaded Python 3

File details

Details for the file ElliptiCBn-1.0.6.tar.gz.

File metadata

  • Download URL: ElliptiCBn-1.0.6.tar.gz
  • Upload date:
  • Size: 11.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.12

File hashes

Hashes for ElliptiCBn-1.0.6.tar.gz
Algorithm Hash digest
SHA256 a91437dbe594b35eeb56981ec504697df55e7b61f465ce4699375499bd46b010
MD5 d128fb01dc131839f1c818953df8378e
BLAKE2b-256 738589b3003ff398abd112195cc2e7095f269e32c62a4fd019d6303b9077a552

See more details on using hashes here.

File details

Details for the file ElliptiCBn-1.0.6-py3-none-any.whl.

File metadata

  • Download URL: ElliptiCBn-1.0.6-py3-none-any.whl
  • Upload date:
  • Size: 11.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.12

File hashes

Hashes for ElliptiCBn-1.0.6-py3-none-any.whl
Algorithm Hash digest
SHA256 e81c3c5e8fddc4f56344a887e39108a0a9aaf578a990c9754ec71c3769598745
MD5 2cdd2a61f8570b6984a51a7f273d4e77
BLAKE2b-256 832102b8756d595daca68d62126bcc884b91f535290d21b581a8a0300071dea7

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