from pydash import get
from pymatgen import MPRester
from pymatgen.util.string import unicodeify
mpr = MPRester()
from pymongo.errors import ServerSelectionTimeoutError
store = loadfn(environ["PROPNET_STORE_FILE"])
try:
store.connect()
except ServerSelectionTimeoutError:
# layout won't work if database is down, but at least web app will stay up
scalar_symbols = {k: v for k, v in DEFAULT_SYMBOLS.items()
if (v.category == 'property' and v.shape == 1)}
warning_layout = html.Div('No database connection could be established.',
style={'font-family': 'monospace',
'color': 'rgb(211, 84, 0)',
'text-align': 'left',
'font-size': '1.2em'})
else:
cut_off = 100 # need at least this many available quantities for plot
scalar_symbols = {k: v for k, v in DEFAULT_SYMBOLS.items()
if (v.category == 'property' and v.shape == 1
and store.query(
criteria={f'{k}.mean': {'$exists': True}}).count() > cut_off)}
warning_layout = html.Div()
from collections import OrderedDict
from propnet.symbols import DEFAULT_SYMBOLS
from propnet import ureg
from propnet.core.quantity import Quantity
from propnet.core.materials import Material
from propnet.core.graph import Graph
from pydash import get
# explicitly making this an OrderedDict so we can go back from the display name to
# the symbol name
SCALAR_SYMBOLS = OrderedDict({
k: v
for k, v in sorted(DEFAULT_SYMBOLS.items(),
key=lambda x: x[1].display_names[0])
if (v.category == 'property' and v.shape == 1)
})
ROW_IDX_TO_SYMBOL_NAME = [symbol for symbol in SCALAR_SYMBOLS.keys()]
DEFAULT_ROWS = [{
'Property': symbol.display_names[0],
'Value': None
} for symbol in SCALAR_SYMBOLS.values()]
def interactive_layout(app):
layout = html.Div([
dcc.Markdown('## Input'),
from dash.dependencies import Input, Output, State
from pydash import get
from pymatgen import MPRester
from pymatgen.util.string import unicodeify
mpr = MPRester()
store = loadfn(environ["PROPNET_STORE_FILE"])
store.connect()
cut_off = 100 # need at least this many available quantities for plot
scalar_symbols = {
k: v
for k, v in DEFAULT_SYMBOLS.items()
if (v.category == 'property' and v.shape == 1 and store.query(criteria={
f'{k}.mean': {
'$exists': True
}
}).count() > cut_off)
}
# this is dependent on the schema format
def _ensure_indices():
for property_name in scalar_symbols.keys():
store.ensure_index(property_name)
def ashby_layout(app):
from propnet.symbols import DEFAULT_SYMBOLS
from propnet import ureg, logger
from propnet.core.quantity import Quantity
from propnet.core.materials import Material
from propnet.core.graph import Graph
from propnet.ext.matproj import MPRester
MPR = MPRester()
# explicitly making this an OrderedDict so we can go back from the
# display name to the symbol name
SCALAR_SYMBOLS = OrderedDict({k: v for k, v in sorted(DEFAULT_SYMBOLS.items(), key=lambda x: x[1].display_names[0])
if ((v.category == 'property' or v.category == 'condition')
and v.shape == 1)})
ROW_IDX_TO_SYMBOL_NAME = [symbol for symbol in SCALAR_SYMBOLS.keys()]
DEFAULT_ROWS = [
{
'Property': symbol.display_names[0],
'Editable Value': None
}
for symbol in SCALAR_SYMBOLS.values()
]
REMAINING_SYMBOLS = OrderedDict({k: v for k, v in sorted(DEFAULT_SYMBOLS.items(), key=lambda x: x[1].display_names[0])
if not ((v.category == 'property' or v.category == 'condition')