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QUESTDB_website/tools/lib/data.py

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from collections import OrderedDict
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from TexSoup import TexSoup
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from .LaTeX import newCommand,extractMath
from .utils import getValFromCell,checkFloat
from TexSoup import TexNode,TexEnv
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from enum import IntEnum,auto,unique,IntFlag
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from .formats import getFormatHandlers
import re
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import numpy as np
import json
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class state:
def __init__(self,number, multiplicity, symetry):
self.number = number
self.multiplicity = multiplicity
self.symetry = symetry
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@staticmethod
def fromString(string):
m=re.match(r"^(?P<number>\d)\s*\^(?P<multiplicity>\d)(?P<sym>\S*)",string)
num=m.group('number')
mul=m.group('multiplicity')
sym=m.group('sym')
return state(num,mul,sym)
@unique
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class DataType(IntEnum):
ABS=auto()
FLUO=auto()
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def datafileSelector(dataType):
switcher={
DataType.ABS:AbsDataFile,
DataType.FLUO:FluoDataFile,
}
return switcher[dataType]
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def getSubtablesRange(table,firstindex=2,column=0,count=1):
subtablesRange=list()
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i=firstindex+count
while i<np.size(table,0):
if str(table[i,column])!="":
subtablesRange.append(range(firstindex,i))
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firstindex=i
i+=count
else:
i+=1
subtablesRange.append(range(firstindex,np.size(table,0)))
return subtablesRange
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class dataFileBase(object):
def __init__(self):
self.molecule = ''
self.comment = ''
self.code = None
self.method = None
self.excitations = []
self.article = ''
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@property
def IsTBE(self):
return self.method.name=="TBE"
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@staticmethod
def GetFileType():
pass
@staticmethod
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def convertState(StateTablelist,initialState,default=DataType.ABS,commands=[]):
tmplst=[]
for TexState in StateTablelist:
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st=str(extractMath(TexState,Soup=True,commands=commands))
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m=re.match(r"^\^(?P<multiplicity>\d)(?P<symm>[^\s\[(]*)\s*(?:\[(?:\\mathrm{)?(?P<special>\w)(?:})\])?\s*(:?\((?P<type>[^\)]*)\))?",st)
seq=m.group("multiplicity","symm")
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mul=int(m.group("multiplicity"))
symm=m.group("symm")
spgrp=m.group("special")
if spgrp is not None and spgrp=="F":
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trsp=DataType.FLUO
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else:
trsp=default
tygrp=m.group("type")
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tmplst.append((mul,symm,trsp,tygrp))
lst=[]
for index,item in enumerate(tmplst):
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unforminitialstate=(initialState.multiplicity,initialState.symetry)
countlst=[unforminitialstate]+[(it[0],it[1]) for it in tmplst[:index+1]]
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countitem=(item[0],item[1])
count=countlst.count(countitem)
lst.append((state(count,item[0],item[1]),item[2],item[3]))
return lst
@staticmethod
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def readFromTable(table,TexOps, commands=[]):
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for formatName,Cls in getFormatHandlers():
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if formatName.lower()==TexOps.format.lower():
handler=Cls(TexOps,commands)
break
else:
raise ValueError()
return handler.readFromTable(table)
def getMetadata(self):
dic=OrderedDict()
dic["Molecule"]=self.molecule
dic["Comment"]=self.comment
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dic["code"]="" if self.code is None else self.code.toDataString()
dic["method"]="" if self.method is None else self.method.toDataString()
dic["article"]="" if self.article is None else self.article
return dic
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def toFile(self,datadir,suffix=None):
subpath=datadir/self.GetFileType().name.lower()
if not subpath.exists():
subpath.mkdir()
molsoup=TexSoup(self.molecule)
molcomp=list(molsoup.contents)[0]
molfilename=self.molecule if isinstance(molcomp,str) else molcomp.args[0].value
molfilename=molfilename.lower()
fileNameComp=[molfilename,self.method.name]
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if self.method.basis:
fileNameComp.append(self.method.basis)
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if suffix:
fileNameComp.append(suffix)
fileName="_".join(fileNameComp).replace(" ","_")+".dat"
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file=subpath/fileName
if not file.exists():
with file.open("w") as f:
for key,value in self.getMetadata().items():
if value is not None:
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f.write("# {:9s}: {}\n".format(key,value))
f.write("""
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# Initial state Final state Transition Energies (eV) %T1 Oscilator forces unsafe
####################### ####################### ######################################## ############# ####### ################### ##############
# Number Spin Symm Number Spin Symm type E_{:5s} %T1 f is unsafe\n""".format(self.GetFileType().name.lower()))
for ex in self.excitations:
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mystr=" {:7s} {:5s} {:10s} {:7s} {:5s} {:12s} {:39s} {:13s} {:14s} {:13s}{}\n".format(
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str(ex.initial.number),
str(ex.initial.multiplicity),
ex.initial.symetry,
str(ex.final.number),
str(ex.final.multiplicity),
ex.final.symetry,"("+str(ex.type)+")" if ex.type is not None else "_",
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str(ex.value) if ex.value is not None else "_",
str(ex.T1) if ex.T1 is not None else "_",
str(ex.oscilatorForces) if ex.oscilatorForces is not None else "_",
json.dumps(ex.isUnsafe))
f.write(mystr)
class method:
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def __init__(self,name, *args):
self.name = name
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self.basis=args[0] if len(args)>0 else None
@staticmethod
def fromString(string):
vals = string.split(",")
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return method(*vals)
def __str__(self):
string = self.name
if (self.basis):
string+= '/' + self.basis
return string
def toDataString(self):
string=self.name
if (self.basis):
string+=","+self.basis
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return string
class code:
def __init__(self,name, version):
self.name = name
self.version = version
def toDataString(self):
string=self.name
if (self.version):
string+=","+self.version
return string
class oneStateDataFileBase(dataFileBase):
def __init__(self):
super(oneStateDataFileBase,self).__init__()
self.geometry = None
def getMetadata(self):
dic=super(oneStateDataFileBase,self).getMetadata()
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dic["geom"]= "" if self.geometry is None else self.geometry.toDataString()
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dic.move_to_end("article")
return dic
class AbsDataFile(oneStateDataFileBase):
def __init__(self):
super(AbsDataFile,self).__init__()
@staticmethod
def GetFileType():
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return DataType.ABS
class FluoDataFile(oneStateDataFileBase):
def __init__(self):
super(FluoDataFile,self).__init__()
@staticmethod
def GetFileType():
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return DataType.FLUO
class excitationBase:
def __init__(self,initial, final,type=None, T1=None,isUnsafe=False):
self.initial = initial
self.final = final
self.type = type
self.T1 = T1
self.isUnsafe = isUnsafe
class excitationValue(excitationBase):
def __init__(self,initial, final, value, type=None, T1=None,isUnsafe=False,oscilatorForces=None):
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super(excitationValue,self).__init__(initial, final,type=type,T1=T1,isUnsafe=isUnsafe)
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self.value = value
self.oscilatorForces = oscilatorForces