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dft_tools/python/converters/wien2k_converter.py

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################################################################################
#
# TRIQS: a Toolbox for Research in Interacting Quantum Systems
#
# Copyright (C) 2011 by M. Aichhorn, L. Pourovskii, V. Vildosola
#
# TRIQS is free software: you can redistribute it and/or modify it under the
# terms of the GNU General Public License as published by the Free Software
# Foundation, either version 3 of the License, or (at your option) any later
# version.
#
# TRIQS is distributed in the hope that it will be useful, but WITHOUT ANY
# WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
# FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
# details.
#
# You should have received a copy of the GNU General Public License along with
# TRIQS. If not, see <http://www.gnu.org/licenses/>.
#
################################################################################
from types import *
import numpy, os.path
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from pytriqs.archive import *
from converter_tools import *
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import os.path
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class Wien2kConverter(ConverterTools):
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"""
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Conversion from Wien2k output to an hdf5 file that can be used as input for the SumkDFT class.
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"""
def __init__(self, filename, hdf_filename = None,
dft_subgrp = 'dft_input', symmcorr_subgrp = 'dft_symmcorr_input',
parproj_subgrp='dft_parproj_input', symmpar_subgrp='dft_symmpar_input',
bands_subgrp = 'dft_bands_input', transp_subgrp = 'dft_transp_input', repacking = False):
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"""
Init of the class. Variable filename gives the root of all filenames, e.g. case.ctqmcout, case.h5, and so on.
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"""
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assert type(filename)==StringType, "Please provide the DFT files' base name as a string."
if hdf_filename is None: hdf_filename = filename
self.hdf_file = hdf_filename+'.h5'
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self.dft_file = filename+'.ctqmcout'
self.symmcorr_file = filename+'.symqmc'
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self.parproj_file = filename+'.parproj'
self.symmpar_file = filename+'.sympar'
self.band_file = filename+'.outband'
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self.dft_subgrp = dft_subgrp
self.symmcorr_subgrp = symmcorr_subgrp
self.parproj_subgrp = parproj_subgrp
self.symmpar_subgrp = symmpar_subgrp
self.bands_subgrp = bands_subgrp
self.transp_subgrp = transp_subgrp
self.fortran_to_replace = {'D':'E'}
self.vel_file = filename+'.pmat'
self.outputs_file = filename+'.outputs'
self.struct_file = filename+'.struct'
self.oubwin_file = filename+'.oubwin'
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# Checks if h5 file is there and repacks it if wanted:
if (os.path.exists(self.hdf_file) and repacking):
ConverterTools.repack(self)
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def convert_dft_input(self):
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"""
Reads the input files, and stores the data in the HDFfile
"""
# Read and write only on the master node
if not (mpi.is_master_node()): return
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mpi.report("Reading input from %s..."%self.dft_file)
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# R is a generator : each R.Next() will return the next number in the file
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R = ConverterTools.read_fortran_file(self,self.dft_file,self.fortran_to_replace)
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try:
energy_unit = R.next() # read the energy convertion factor
n_k = int(R.next()) # read the number of k points
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k_dep_projection = 1
SP = int(R.next()) # flag for spin-polarised calculation
SO = int(R.next()) # flag for spin-orbit calculation
charge_below = R.next() # total charge below energy window
density_required = R.next() # total density required, for setting the chemical potential
symm_op = 1 # Use symmetry groups for the k-sum
# the information on the non-correlated shells is not important here, maybe skip:
n_shells = int(R.next()) # number of shells (e.g. Fe d, As p, O p) in the unit cell,
# corresponds to index R in formulas
# now read the information about the shells (atom, sort, l, dim):
shell_entries = ['atom', 'sort', 'l', 'dim']
shells = [ {name: int(val) for name, val in zip(shell_entries, R)} for ish in range(n_shells) ]
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n_corr_shells = int(R.next()) # number of corr. shells (e.g. Fe d, Ce f) in the unit cell,
# corresponds to index R in formulas
# now read the information about the shells (atom, sort, l, dim, SO flag, irep):
corr_shell_entries = ['atom', 'sort', 'l', 'dim', 'SO', 'irep']
corr_shells = [ {name: int(val) for name, val in zip(corr_shell_entries, R)} for icrsh in range(n_corr_shells) ]
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# determine the number of inequivalent correlated shells and maps, needed for further reading
n_inequiv_shells, corr_to_inequiv, inequiv_to_corr = ConverterTools.det_shell_equivalence(self,corr_shells)
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use_rotations = 1
rot_mat = [numpy.identity(corr_shells[icrsh]['dim'],numpy.complex_) for icrsh in range(n_corr_shells)]
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# read the matrices
rot_mat_time_inv = [0 for i in range(n_corr_shells)]
for icrsh in range(n_corr_shells):
for i in range(corr_shells[icrsh]['dim']): # read real part:
for j in range(corr_shells[icrsh]['dim']):
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rot_mat[icrsh][i,j] = R.next()
for i in range(corr_shells[icrsh]['dim']): # read imaginary part:
for j in range(corr_shells[icrsh]['dim']):
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rot_mat[icrsh][i,j] += 1j * R.next()
if (SP==1): # read time inversion flag:
rot_mat_time_inv[icrsh] = int(R.next())
# Read here the info for the transformation of the basis:
n_reps = [1 for i in range(n_inequiv_shells)]
dim_reps = [0 for i in range(n_inequiv_shells)]
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T = []
for ish in range(n_inequiv_shells):
n_reps[ish] = int(R.next()) # number of representatives ("subsets"), e.g. t2g and eg
dim_reps[ish] = [int(R.next()) for i in range(n_reps[ish])] # dimensions of the subsets
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# The transformation matrix:
# is of dimension 2l+1 without SO, and 2*(2l+1) with SO!
ll = 2*corr_shells[inequiv_to_corr[ish]]['l']+1
lmax = ll * (corr_shells[inequiv_to_corr[ish]]['SO'] + 1)
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T.append(numpy.zeros([lmax,lmax],numpy.complex_))
# now read it from file:
for i in range(lmax):
for j in range(lmax):
T[ish][i,j] = R.next()
for i in range(lmax):
for j in range(lmax):
T[ish][i,j] += 1j * R.next()
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# Spin blocks to be read:
n_spin_blocs = SP + 1 - SO
# read the list of n_orbitals for all k points
n_orbitals = numpy.zeros([n_k,n_spin_blocs],numpy.int)
for isp in range(n_spin_blocs):
for ik in range(n_k):
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n_orbitals[ik,isp] = int(R.next())
# Initialise the projectors:
proj_mat = numpy.zeros([n_k,n_spin_blocs,n_corr_shells,max([crsh['dim'] for crsh in corr_shells]),max(n_orbitals)],numpy.complex_)
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# Read the projectors from the file:
for ik in range(n_k):
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for icrsh in range(n_corr_shells):
n_orb = corr_shells[icrsh]['dim']
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# first Real part for BOTH spins, due to conventions in dmftproj:
for isp in range(n_spin_blocs):
for i in range(n_orb):
for j in range(n_orbitals[ik][isp]):
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proj_mat[ik,isp,icrsh,i,j] = R.next()
# now Imag part:
for isp in range(n_spin_blocs):
for i in range(n_orb):
for j in range(n_orbitals[ik][isp]):
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proj_mat[ik,isp,icrsh,i,j] += 1j * R.next()
# now define the arrays for weights and hopping ...
bz_weights = numpy.ones([n_k],numpy.float_)/ float(n_k) # w(k_index), default normalisation
hopping = numpy.zeros([n_k,n_spin_blocs,max(n_orbitals),max(n_orbitals)],numpy.complex_)
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# weights in the file
for ik in range(n_k) : bz_weights[ik] = R.next()
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# if the sum over spins is in the weights, take it out again!!
sm = sum(bz_weights)
bz_weights[:] /= sm
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# Grab the H
# we use now the convention of a DIAGONAL Hamiltonian -- convention for Wien2K.
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for isp in range(n_spin_blocs):
for ik in range(n_k) :
n_orb = n_orbitals[ik,isp]
for i in range(n_orb):
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hopping[ik,isp,i,i] = R.next() * energy_unit
# keep some things that we need for reading parproj:
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things_to_set = ['n_shells','shells','n_corr_shells','corr_shells','n_spin_blocs','n_orbitals','n_k','SO','SP','energy_unit']
for it in things_to_set: setattr(self,it,locals()[it])
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except StopIteration : # a more explicit error if the file is corrupted.
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raise "Wien2k_converter : reading file %s failed!"%filename
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R.close()
# Reading done!
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# Save it to the HDF:
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ar = HDFArchive(self.hdf_file,'a')
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if not (self.dft_subgrp in ar): ar.create_group(self.dft_subgrp)
# The subgroup containing the data. If it does not exist, it is created. If it exists, the data is overwritten!
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things_to_save = ['energy_unit','n_k','k_dep_projection','SP','SO','charge_below','density_required',
'symm_op','n_shells','shells','n_corr_shells','corr_shells','use_rotations','rot_mat',
'rot_mat_time_inv','n_reps','dim_reps','T','n_orbitals','proj_mat','bz_weights','hopping',
'n_inequiv_shells', 'corr_to_inequiv', 'inequiv_to_corr']
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for it in things_to_save: ar[self.dft_subgrp][it] = locals()[it]
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del ar
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# Symmetries are used, so now convert symmetry information for *correlated* orbitals:
self.convert_symmetry_input(orbits=corr_shells,symm_file=self.symmcorr_file,symm_subgrp=self.symmcorr_subgrp,SO=self.SO,SP=self.SP)
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def convert_parproj_input(self):
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"""
Reads the input for the partial charges projectors from case.parproj, and stores it in the symmpar_subgrp
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group in the HDF5.
"""
if not (mpi.is_master_node()): return
mpi.report("Reading parproj input from %s..."%self.parproj_file)
dens_mat_below = [ [numpy.zeros([self.shells[ish]['dim'],self.shells[ish]['dim']],numpy.complex_) for ish in range(self.n_shells)]
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for isp in range(self.n_spin_blocs) ]
R = ConverterTools.read_fortran_file(self,self.parproj_file,self.fortran_to_replace)
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n_parproj = [int(R.next()) for i in range(self.n_shells)]
n_parproj = numpy.array(n_parproj)
# Initialise P, here a double list of matrices:
proj_mat_pc = numpy.zeros([self.n_k,self.n_spin_blocs,self.n_shells,max(n_parproj),max([sh['dim'] for sh in self.shells]),max(self.n_orbitals)],numpy.complex_)
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rot_mat_all = [numpy.identity(self.shells[ish]['dim'],numpy.complex_) for ish in range(self.n_shells)]
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rot_mat_all_time_inv = [0 for i in range(self.n_shells)]
for ish in range(self.n_shells):
# read first the projectors for this orbital:
for ik in range(self.n_k):
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for ir in range(n_parproj[ish]):
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for isp in range(self.n_spin_blocs):
for i in range(self.shells[ish]['dim']): # read real part:
for j in range(self.n_orbitals[ik][isp]):
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proj_mat_pc[ik,isp,ish,ir,i,j] = R.next()
for isp in range(self.n_spin_blocs):
for i in range(self.shells[ish]['dim']): # read imaginary part:
for j in range(self.n_orbitals[ik][isp]):
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proj_mat_pc[ik,isp,ish,ir,i,j] += 1j * R.next()
# now read the Density Matrix for this orbital below the energy window:
for isp in range(self.n_spin_blocs):
for i in range(self.shells[ish]['dim']): # read real part:
for j in range(self.shells[ish]['dim']):
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dens_mat_below[isp][ish][i,j] = R.next()
for isp in range(self.n_spin_blocs):
for i in range(self.shells[ish]['dim']): # read imaginary part:
for j in range(self.shells[ish]['dim']):
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dens_mat_below[isp][ish][i,j] += 1j * R.next()
if (self.SP==0): dens_mat_below[isp][ish] /= 2.0
# Global -> local rotation matrix for this shell:
for i in range(self.shells[ish]['dim']): # read real part:
for j in range(self.shells[ish]['dim']):
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rot_mat_all[ish][i,j] = R.next()
for i in range(self.shells[ish]['dim']): # read imaginary part:
for j in range(self.shells[ish]['dim']):
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rot_mat_all[ish][i,j] += 1j * R.next()
if (self.SP):
rot_mat_all_time_inv[ish] = int(R.next())
R.close()
# Reading done!
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# Save it to the HDF:
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ar = HDFArchive(self.hdf_file,'a')
if not (self.parproj_subgrp in ar): ar.create_group(self.parproj_subgrp)
# The subgroup containing the data. If it does not exist, it is created. If it exists, the data is overwritten!
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things_to_save = ['dens_mat_below','n_parproj','proj_mat_pc','rot_mat_all','rot_mat_all_time_inv']
for it in things_to_save: ar[self.parproj_subgrp][it] = locals()[it]
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del ar
# Symmetries are used, so now convert symmetry information for *all* orbitals:
self.convert_symmetry_input(orbits=self.shells,symm_file=self.symmpar_file,symm_subgrp=self.symmpar_subgrp,SO=self.SO,SP=self.SP)
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def convert_bands_input(self):
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"""
Converts the input for momentum resolved spectral functions, and stores it in bands_subgrp in the
HDF5.
"""
if not (mpi.is_master_node()): return
mpi.report("Reading bands input from %s..."%self.band_file)
R = ConverterTools.read_fortran_file(self,self.band_file,self.fortran_to_replace)
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try:
n_k = int(R.next())
# read the list of n_orbitals for all k points
n_orbitals = numpy.zeros([n_k,self.n_spin_blocs],numpy.int)
for isp in range(self.n_spin_blocs):
for ik in range(n_k):
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n_orbitals[ik,isp] = int(R.next())
# Initialise the projectors:
proj_mat = numpy.zeros([n_k,self.n_spin_blocs,self.n_corr_shells,max([crsh['dim'] for crsh in corr_shells]),max(n_orbitals)],numpy.complex_)
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# Read the projectors from the file:
for ik in range(n_k):
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for icrsh in range(self.n_corr_shells):
n_orb = self.corr_shells[icrsh]['dim']
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# first Real part for BOTH spins, due to conventions in dmftproj:
for isp in range(self.n_spin_blocs):
for i in range(n_orb):
for j in range(n_orbitals[ik,isp]):
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proj_mat[ik,isp,icrsh,i,j] = R.next()
# now Imag part:
for isp in range(self.n_spin_blocs):
for i in range(n_orb):
for j in range(n_orbitals[ik,isp]):
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proj_mat[ik,isp,icrsh,i,j] += 1j * R.next()
hopping = numpy.zeros([n_k,self.n_spin_blocs,max(n_orbitals),max(n_orbitals)],numpy.complex_)
# Grab the H
# we use now the convention of a DIAGONAL Hamiltonian!!!!
for isp in range(self.n_spin_blocs):
for ik in range(n_k) :
n_orb = n_orbitals[ik,isp]
for i in range(n_orb):
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hopping[ik,isp,i,i] = R.next() * self.energy_unit
# now read the partial projectors:
n_parproj = [int(R.next()) for i in range(self.n_shells)]
n_parproj = numpy.array(n_parproj)
# Initialise P, here a double list of matrices:
proj_mat_pc = numpy.zeros([n_k,self.n_spin_blocs,self.n_shells,max(n_parproj),max([sh['dim'] for sh in self.shells]),max(n_orbitals)],numpy.complex_)
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for ish in range(self.n_shells):
for ik in range(n_k):
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for ir in range(n_parproj[ish]):
for isp in range(self.n_spin_blocs):
for i in range(self.shells[ish]['dim']): # read real part:
for j in range(n_orbitals[ik,isp]):
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proj_mat_pc[ik,isp,ish,ir,i,j] = R.next()
for i in range(self.shells[ish]['dim']): # read imaginary part:
for j in range(n_orbitals[ik,isp]):
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proj_mat_pc[ik,isp,ish,ir,i,j] += 1j * R.next()
except StopIteration : # a more explicit error if the file is corrupted.
raise "Wien2k_converter : reading file band_file failed!"
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R.close()
# Reading done!
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# Save it to the HDF:
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ar = HDFArchive(self.hdf_file,'a')
if not (self.bands_subgrp in ar): ar.create_group(self.bands_subgrp)
# The subgroup containing the data. If it does not exist, it is created. If it exists, the data is overwritten!
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things_to_save = ['n_k','n_orbitals','proj_mat','hopping','n_parproj','proj_mat_pc']
for it in things_to_save: ar[self.bands_subgrp][it] = locals()[it]
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del ar
def convert_transport_input(self, spinbl=['']):
"""
Reads the input files necessary for transport calculations
and stores the data in the HDFfile
"""
#Read and write files only on the master node
if not (mpi.is_master_node()): return
# Check if SP, SO and n_k are already in h5
ar = HDFArchive(self.hdf_file, 'a')
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if not (self.dft_subgrp in ar): raise IOError, "No %s subgroup in hdf file found! Call convert_dmft_input first." %self.dft_subgrp
SP = ar[self.dft_subgrp]['SP']
SO = ar[self.dft_subgrp]['SO']
n_k = ar[self.dft_subgrp]['n_k']
del ar
# Read relevant data from .pmat file
############################################
vk = []
kp = []
bandwin_opt = []
for ispinbl in spinbl:
vks = []
kps = []
bandwins_opt = []
if not (os.path.exists(self.vel_file + ispinbl)) : raise IOError, "File %s does not exist" %self.vel_file+ispinbl
print "Reading input from %s..."%self.vel_file+ispinbl
with open(self.vel_file + ispinbl) as f:
while 1:
try:
s = f.readline()
if (s == ''):
break
except:
break
try:
[k, nu1, nu2] = [int(x) for x in s.strip().split()]
bandwins_opt.append((nu1,nu2))
dim = nu2 - nu1 +1
v_xyz = numpy.zeros((dim,dim,3), dtype = complex)
# kp.append(f.readline().strip().split())
temp = f.readline().strip().split()
kps.append(numpy.array([float(t) for t in temp[0:3]]))
for nu_i in xrange(dim):
for nu_j in xrange(nu_i, dim):
for i in xrange(3):
s = f.readline().strip("\n ()").split(',')
v_xyz[nu_i][nu_j][i] = float(s[0]) + float(s[1])*1j
if (nu_i != nu_j):
v_xyz[nu_j][nu_i][i] = v_xyz[nu_i][nu_j][i].conjugate()
vks.append(v_xyz)
except IOError:
raise "Wien2k_converter : reading file %s failed" %self.vel_file
vk.append(vks)
kp.append(kps)
bandwin_opt.append(numpy.array(bandwins_opt))
print "Read in %s file done!" %self.vel_file
# Read relevant data from .struct file
############################################
if not (os.path.exists(self.struct_file)) : raise IOError, "File %s does not exist" %self.struct_file
print "Reading input from %s..."%self.struct_file
with open(self.struct_file) as f:
try:
f.readline() #title
temp = f.readline() #lattice
#latticetype = temp[0:10].split()[0]
latticetype = temp.split()[0]
print 'Lattice: ', latticetype
f.readline()
temp = f.readline().strip().split() # lattice constants
latticeconstants = numpy.array([float(t) for t in temp[0:3]])
latticeangles = numpy.array([float(t) for t in temp[3:6]])
latticeangles *= numpy.pi/180.0
print 'Lattice constants: ', latticeconstants
print 'Lattice angles: ', latticeangles
except IOError:
raise "Wien2k_converter : reading file %s failed" %self.struct_file
print "Read in %s file done!" %self.struct_file
# Read relevant data from .outputs file
############################################
if not (os.path.exists(self.outputs_file)) : raise IOError, "File %s does not exist" %self.outputs_file
print "Reading input from %s..."%self.outputs_file
symmcartesian = []
taucartesian = []
with open(self.outputs_file) as f:
try:
while 1:
temp = f.readline().strip(' ').split()
if (temp[0] =='PGBSYM:'):
nsymm = int(temp[-1])
break
for i in range(nsymm):
while 1:
temp = f.readline().strip().split()
if (temp[0] == 'Symmetry'):
break
# read cartesian symmetries
symmt = numpy.zeros((3, 3), dtype = float)
taut = numpy.zeros(3, dtype = float)
for ir in range(3):
temp = f.readline().strip().split()
for ic in range(3):
symmt[ir, ic] = float(temp[ic])
temp = f.readline().strip().split()
for ir in range(3):
taut[ir] = float(temp[ir])
symmcartesian.append(symmt)
taucartesian.append(taut)
except IOError:
raise "Wien2k_converter : reading file %s failed" %self.outputs_file
print "Read in %s file done!" %self.outputs_file
# Read relevant data from .oubwin/up/down files
############################################
# convert_dmft_inputar = HDFArchive(self.hdf_file, 'a')
bandwin = [numpy.zeros((n_k, 2), dtype=int) for isp in range(SP + 1 - SO)]
for isp in range(SP + 1 - SO):
if(SP == 0 or SO == 1):
if not (os.path.exists(self.oubwin_file)) : raise IOError, "File %s does not exist" %self.oubwin_file
print "Reading input from %s..."%self.oubwin_file
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f = ConverterTools.read_fortran_file(self, self.oubwin_file, self.fortran_to_replace)
elif (SP == 1 and isp == 0):
if not (os.path.exists(self.oubwin_file+'up')) : raise IOError, "File %s does not exist" %self.oubwin_file+'up'
print "Reading input from %s..."%self.oubwin_file+'up'
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f = ConverterTools.read_fortran_file(self, self.oubwin_file+'up', self.fortran_to_replace)
elif (SP == 1 and isp ==1):
if not (os.path.exists(self.oubwin_file+'dn')) : raise IOError, "File %s does not exist" %self.oubwin_file+'dn'
print "Reading input from %s..."%self.oubwin_file+'dn'
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f = ConverterTools.read_fortran_file(self, self.oubwin_file+'dn', self.fortran_to_replace)
else:
assert 0, "Reding oubwin error! Check SP and SO!"
assert int(f.next()) == n_k, "Number of k-points is unconsistent in oubwin file!"
assert int(f.next()) == SO, "SO is unconsistent in oubwin file!"
for i in xrange(n_k):
f.next()
bandwin[isp][i, 0] = f.next()
bandwin[isp][i, 1] = f.next()
f.next()
print "Read in %s files done!" %self.oubwin_file
# Put data to HDF5 file
ar = HDFArchive(self.hdf_file, 'a')
if not (self.transp_subgrp in ar): ar.create_group(self.transp_subgrp)
# The subgroup containing the data. If it does not exist, it is created. If it exists, the data is overwritten!!!
things_to_save = ['bandwin_opt', 'kp', 'vk', 'latticetype', 'latticeconstants', 'latticeangles', 'nsymm', 'symmcartesian',
'taucartesian', 'bandwin']
for it in things_to_save: ar[self.transp_subgrp][it] = locals()[it]
del ar
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def convert_symmetry_input(self, orbits, symm_file, symm_subgrp, SO, SP):
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"""
Reads input for the symmetrisations from symm_file, which is case.sympar or case.symqmc.
"""
if not (mpi.is_master_node()): return
mpi.report("Reading symmetry input from %s..."%symm_file)
n_orbits = len(orbits)
R = ConverterTools.read_fortran_file(self,symm_file,self.fortran_to_replace)
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try:
n_symm = int(R.next()) # Number of symmetry operations
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n_atoms = int(R.next()) # number of atoms involved
perm = [ [int(R.next()) for i in range(n_atoms)] for j in range(n_symm) ] # list of permutations of the atoms
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if SP:
time_inv = [ int(R.next()) for j in range(n_symm) ] # time inversion for SO coupling
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else:
time_inv = [ 0 for j in range(n_symm) ]
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# Now read matrices:
mat = []
for i_symm in range(n_symm):
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mat.append( [ numpy.zeros([orbits[orb]['dim'], orbits[orb]['dim']],numpy.complex_) for orb in range(n_orbits) ] )
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for orb in range(n_orbits):
for i in range(orbits[orb]['dim']):
for j in range(orbits[orb]['dim']):
mat[i_symm][orb][i,j] = R.next() # real part
for i in range(orbits[orb]['dim']):
for j in range(orbits[orb]['dim']):
mat[i_symm][orb][i,j] += 1j * R.next() # imaginary part
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mat_tinv = [numpy.identity(orbits[orb]['dim'],numpy.complex_)
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for orb in range(n_orbits)]
if ((SO==0) and (SP==0)):
# here we need an additional time inversion operation, so read it:
for orb in range(n_orbits):
for i in range(orbits[orb]['dim']):
for j in range(orbits[orb]['dim']):
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mat_tinv[orb][i,j] = R.next() # real part
for i in range(orbits[orb]['dim']):
for j in range(orbits[orb]['dim']):
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mat_tinv[orb][i,j] += 1j * R.next() # imaginary part
except StopIteration : # a more explicit error if the file is corrupted.
raise "Wien2k_converter : reading file symm_file failed!"
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R.close()
# Reading done!
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# Save it to the HDF:
ar=HDFArchive(self.hdf_file,'a')
if not (symm_subgrp in ar): ar.create_group(symm_subgrp)
things_to_save = ['n_symm','n_atoms','perm','orbits','SO','SP','time_inv','mat','mat_tinv']
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for it in things_to_save: ar[symm_subgrp][it] = locals()[it]
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del ar