Python API for searching AFLOW database.
Project description
AFLOW Python API
Python API wrapping the AFLUX API language for AFLOW library. Note: This is not an official repo of the AFLOW consortium and is not maintained by them. API Documentation.
If you use this package, please cite it:
@ARTICLE{2017arXiv171000813R, author = {{Rosenbrock}, C.~W.}, title = "{A Practical Python API for Querying AFLOWLIB}", journal = {ArXiv e-prints}, archivePrefix = "arXiv", eprint = {1710.00813}, primaryClass = "cs.DB", keywords = {Computer Science - Databases}, year = 2017, month = sep, adsurl = {http://adsabs.harvard.edu/abs/2017arXiv171000813R}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} }
Quickstart
Install aflow from the python package index:
pip install aflow
Open an ipython notebook or terminal and execute the query from the paper:
from aflow import *
result = search(batch_size=20
).select(K.agl_thermal_conductivity_300K
).filter(K.Egap > 6).orderby(K.agl_thermal_conductivity_300K, True)
# Now, you can just iterate over the results.
for entry in result:
print(entry.Egap)
aflow supports lazy evaluation. This means that if you didn’t ask for a particular property during the initial query, you can just ask for it later and the request will happen transparently in the background.
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