Example #1
0
 def _read_vdw(self, f):
     """ Reads the van der Waals parameters """
     if not hasattr(self, 'atom_list'):
         raise AttributeError('Atom definitions must be loaded '
                              'prior to vdW!')
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['natom']):
         try:
             int(line[0:6])
             atnum = int(line[9:15])
             self.atom_list[i].add_vdw(
                 line[22:32],
                 line[32:42],
                 line[43:53],
                 line[53:63],
                 line[64:74],
             )
         except ValueError:
             raise TinkerError('Error parsing van der Waals term')
         line = f.readline()
         if atnum != i + 1:
             raise TinkerError('Atom number mismatch in vdW [%d vs %d]' %
                               (i + 1, atnum))
Example #2
0
 def _read_tortors(self, f):
     """ Read the Torsion-Torsion parameters """
     self.tortor_list = TorsionTorsionList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['ntortor']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             at3 = int(line[21:27]) - 1
             at4 = int(line[27:33]) - 1
             at5 = int(line[33:39]) - 1
             dim1 = int(line[49:55])
             dim2 = int(line[55:61])
             self.tortor_list.add(self.atom_list[at1], self.atom_list[at2],
                                  self.atom_list[at3], self.atom_list[at4],
                                  self.atom_list[at5], dim1, dim2)
         except ValueError:
             raise TinkerError('Error parsing torsion-torsion term')
         line = f.readline()
         # The CMAP section was adjusted to print out the entire torsion
         # grid under each tor-tor definition. If this line has 3 words, we
         # need to eat the next dim1*dim2 lines
         if len(line.split()) == 3:
             gridvals = []
             for j in range(dim1 * dim2):
                 gridvals.append(tuple([float(x) for x in line.split()]))
                 line = f.readline()
             self.tortor_list[-1].type = TorsionTorsionGrid.new(gridvals)
Example #3
0
 def _read_torang(self, f):
     """ Read the torsion-angle parameters """
     self.torangle_list = TorsionAngleList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['ntors']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             at3 = int(line[21:27]) - 1
             at4 = int(line[27:33]) - 1
             # Get the rest of the terms (replace / with ' ' so we can do a
             # simple string split on whitespace)
             terms = line[33:].replace('/', ' ').split()
             self.torangle_list.add(self.atom_list[at1],
                                    self.atom_list[at2],
                                    self.atom_list[at3],
                                    self.atom_list[at4], terms)
         except ValueError:
             raise TinkerError('Error parsing torsion angle term')
         line = f.readline()
Example #4
0
 def _read_ureybrad(self, f):
     """ Reads the urey-bradley terms """
     self.ureybrad_list = UreyBradleyList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['nurey']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             # Support older-style analyze output that had all 3 atoms
             # involved in the angle. Newer analyze output contains only the
             # first and 3rd atoms, so that is all we pass into the
             # UreyBradleyList function
             try:
                 at3 = int(line[21:27]) - 1
             except ValueError:
                 at3 = at2
             self.ureybrad_list.add(self.atom_list[at1],
                                    self.atom_list[at3], line[34:50],
                                    line[50:60])
         except ValueError:
             raise TinkerError('Error parsing Urey-Bradley term')
         line = f.readline()
Example #5
0
 def __init__(self, fname):
     # The currently recognized/parsed keywords (these are the only ones
     # necessary for running Amoeba in Amber)
     self.keywords = {
         'PARAMETERS': None,
         'A-AXIS': None,
         'B-AXIS': None,
         'C-AXIS': None,
         'ALPHA': None,
         'BETA': None,
         'GAMMA': None
     }
     # Parse the file
     for line in open(fname, 'r'):
         # Skip over any blank lines
         if not line.strip(): continue
         words = line.split()
         key = words[0].upper()
         # Get rid of the keyword and all whitespace
         result = line.replace(words[0], '').strip()
         try:
             self.keywords[key] = self._datatypes[key](result)
         except KeyError:
             pass  # All non-keyword lines are ignored comments
         except ValueError:
             raise TinkerError('Malformed keyword control file! Could not '
                               'convert the value of %s into type %s' %
                               (key, self._datatypes[key]))
Example #6
0
 def _read_multipoles(self, f):
     """ Read the atomic multipoles """
     self.multipole_list = AtomicMultipoleList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['npole']):
         try:
             int(line[0:6])
             at = int(line[9:15]) - 1
             # Collect the rest of the arguments, kept as strings
             frame = [line[16:23], line[23:30], line[30:37]]
             typestr = line[40:48]
             moments = [line[50:59]]
             # Next numbers are on the next line
             line = f.readline()
             moments.extend([line[50:59], line[59:68], line[68:77]])
             line = f.readline()
             moments.append(line[50:59])
             line = f.readline()
             moments.extend([line[50:59], line[59:68]])
             line = f.readline()
             moments.extend([line[50:59], line[59:68], line[68:77]])
             self.multipole_list.add(self.atom_list[at], frame, typestr,
                                     moments)
         except ValueError:
             raise TinkerError('Error parsing multipole term')
         line = f.readline()
Example #7
0
 def __init__(self, fname, seq=None):
     super(XyzFile, self).__init__()
     if isinstance(fname, string_types):
         fxyz = genopen(fname, 'r')
         own_handle_xyz = True
     else:
         fxyz = fname
         own_handle_xyz = False
     if seq is not None:
         seqstruct = load_file(seq)
     # Now parse the file
     try:
         natom = int(fxyz.readline().split()[0])
     except (ValueError, IndexError):
         raise TinkerError('Bad XYZ file format; first line')
     if seq is not None and natom != len(seqstruct.atoms):
         raise ValueError(
             'Sequence file %s # of atoms does not match the # '
             'of atoms in the XYZ file' % seq)
     words = fxyz.readline().split()
     if len(words) == 6 and not XyzFile._check_atom_record(words):
         self.box = [float(w) for w in words]
         words = fxyz.readline().split()
     atom = Atom(atomic_number=AtomicNum[element_by_name(words[1])],
                 name=words[1],
                 type=words[5])
     atom.xx, atom.xy, atom.xz = [float(w) for w in words[2:5]]
     residue = Residue('SYS')
     residue.number = 1
     residue._idx = 0
     if seq is not None:
         residue = seqstruct.residues[0]
     self.add_atom(atom, residue.name, residue.number, residue.chain,
                   residue.insertion_code, residue.segid)
     bond_ids = [[int(w) for w in words[6:]]]
     for i, line in enumerate(fxyz):
         words = line.split()
         atom = Atom(atomic_number=AtomicNum[element_by_name(words[1])],
                     name=words[1],
                     type=words[5])
         atom.xx, atom.xy, atom.xz = [float(w) for w in words[2:5]]
         if seq is not None:
             residue = seqstruct.atoms[i + 1].residue
         self.add_atom(atom, residue.name, residue.number, residue.chain,
                       residue.insertion_code, residue.segid)
         bond_ids.append([int(w) for w in words[6:]])
     # All of the bonds are stored now -- go ahead and make them now
     for atom, bonds in zip(self.atoms, bond_ids):
         i = atom.idx + 1
         for idx in bonds:
             if idx > i:
                 self.bonds.append(Bond(atom, self.atoms[idx - 1]))
     if own_handle_xyz:
         fxyz.close()
Example #8
0
 def _read_atom_definitions(self, f):
     # Make an atom list
     self.atom_list = AtomList()
     # Eat 3 lines, then begin
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['natom']):
         try:
             atnum = int(line[:6])
             self.atom_list.add(line[11:14], line[14:21], line[21:28],
                                line[28:34], line[34:44], line[44:49],
                                line[54:].strip())
         except ValueError:
             raise TinkerError('Error parsing atomic properties\n\t'
                               '[%s]' % line.rstrip())
         line = f.readline()
         if atnum != i + 1:
             raise TinkerError('Atom number mismatch [%d vs %d]' %
                               (i + 1, atnum))
Example #9
0
 def _read_section(f, container, natom):
     """
     Reads a section of an open file into the passed container. The
     container should be a 2-dimensional list of length natom x 3
     """
     for i in range(natom):
         words = f.readline().upper().split()
         try:
             container[i][0] = float(words[0].replace('D', 'E'))
             container[i][1] = float(words[1].replace('D', 'E'))
             container[i][2] = float(words[2].replace('D', 'E'))
         except (IndexError, ValueError):
             raise TinkerError('Could not parse values from dyn file')
Example #10
0
 def _read_interactions(self, f):
     """ Reads the number of interactions present in the system """
     # Eat the next line (1 only)
     f.readline()
     line = f.readline()
     while line.strip():
         try:
             key = TinkerAnalout.atom_inter_flags[line[1:20]]
         except KeyError:
             raise TinkerError('Unrecognized token in interaction count '
                               '[%s]' % line[1:20].strip())
         self.pointers[key] = int(line[21:])
         line = f.readline()
Example #11
0
 def _read_dipoles(self, f):
     """ Read atomic dipole polarizabilities """
     self.dipole_list = DipolePolarizabilityList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['npole']):
         try:
             int(line[0:6])
             at = int(line[9:15]) - 1
             self.dipole_list.add(self.atom_list[at], line[25:35],
                                  line[40:].split())
         except ValueError:
             raise TinkerError('Error parsing dipole polarizabilities')
         line = f.readline()
Example #12
0
 def _read_pitors(self, f):
     """ Read the Pi-Orbital Torsion parameters """
     self.pitors_list = PiTorsionList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['npitors']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             self.pitors_list.add(self.atom_list[at1], self.atom_list[at2],
                                  line[40:50])
         except ValueError:
             raise TinkerError('Error parsing pi-torsion term')
         line = f.readline()
Example #13
0
 def _read_bonds(self, f):
     """ Reads the bond stretching terms """
     self.bond_list = BondList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['nbond']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             self.bond_list.add(self.atom_list[at1], self.atom_list[at2],
                                line[40:50], line[50:60])
         except ValueError:
             raise TinkerError('Error parsing bonded term')
         line = f.readline()
Example #14
0
 def _read_angs(self, f):
     """ Reads the angle stretching terms """
     self.angle_list = AngleList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['nangle']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             at3 = int(line[21:27]) - 1
             self.angle_list.add(self.atom_list[at1], self.atom_list[at2],
                                 self.atom_list[at3], line[40:50],
                                 line[50:60], line[60:67], line[69:])
         except ValueError:
             raise TinkerError('Error parsing angle term')
         line = f.readline()
Example #15
0
 def _read_opdist(self, f):
     """ Read the out-of-plane distance parameters """
     self.oopdist_list = OutOfPlaneDistList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['nopdist']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             at3 = int(line[21:27]) - 1
             at4 = int(line[27:33]) - 1
             self.oopdist_list.add(self.atom_list[at1], self.atom_list[at2],
                                   self.atom_list[at3], self.atom_list[at4],
                                   line[42:52])
         except ValueError:
             raise TinkerError('Error parsing out-of-plane distance term')
         line = f.readline()
Example #16
0
 def _read_strbnd(self, f):
     """ Reads the stretch-bend terms """
     self.stretchbend_list = StretchBendList()
     # Eat the next 3 lines
     f.readline()
     f.readline()
     f.readline()
     line = f.readline()
     for i in range(self.pointers['nstrbnd']):
         try:
             int(line[0:6])
             at1 = int(line[9:15]) - 1
             at2 = int(line[15:21]) - 1
             at3 = int(line[21:27]) - 1
             self.stretchbend_list.add(self.atom_list[at1],
                                       self.atom_list[at2],
                                       self.atom_list[at3], line[27:40],
                                       line[40:50], line[50:60],
                                       line[60:70])
         except ValueError:
             raise TinkerError('Error parsing stretch-bend term')
         line = f.readline()
Example #17
0
 def read(self, fname):
     """ Parses the .dyn file """
     f = open(fname, 'r')
     try:
         if f.readline().strip() != 'Number of Atoms and Title :':
             raise TinkerError('%s is not a recognized TINKER .dyn file' %
                               fname)
         line = f.readline()
         self.natom, self.title = int(line[0:8].strip()), line[8:].strip()
         if f.readline().strip() != 'Periodic Box Dimensions :':
             raise TinkerError('No periodic box dimension line')
         self.box = [0.0 for i in range(6)]
         words = f.readline().upper().split()
         self.box[0] = float(words[0].replace('D', 'E'))
         self.box[1] = float(words[1].replace('D', 'E'))
         self.box[2] = float(words[2].replace('D', 'E'))
         words = f.readline().upper().split()
         self.box[3] = float(words[0].replace('D', 'E'))
         self.box[4] = float(words[1].replace('D', 'E'))
         self.box[5] = float(words[2].replace('D', 'E'))
         if f.readline().strip() != 'Current Atomic Positions :':
             raise TinkerError('No atomic positions in .dyn file')
         self.positions = [[0.0, 0.0, 0.0] for i in range(self.natom)]
         DynFile._read_section(f, self.positions, self.natom)
         line = f.readline().strip()
         if line == 'Current Translational Velocities :':
             self.rigidbody = True
             self.translational_velocities = [[0.0, 0.0, 0.0]
                                              for i in range(self.natom)]
             DynFile._read_section(f, self.translational_velocities,
                                   self.natom)
             if f.readline().strip() != 'Current Angular Velocities :':
                 raise TinkerError('Could not find Angular velocity '
                                   'section in .dyn file')
             self.angular_velocities = [[0.0, 0.0, 0.0]
                                        for i in range(self.natom)]
             DynFile._read_section(f, self.angular_velocities, self.natom)
             if f.readline().strip() != 'Current Angular Momenta :':
                 raise TinkerError('Could not find angular momenta section '
                                   'in .dyn file')
             self.angular_momenta = [[0.0, 0.0, 0.0]
                                     for i in range(self.natom)]
             DynFile._read_section(f, self.angular_momenta, self.natom)
         elif line == 'Current Atomic Velocities :':
             self.rigidbody = False
             self.velocities = [[0.0, 0.0, 0.0] for i in range(self.natom)]
             DynFile._read_section(f, self.velocities, self.natom)
             if f.readline().strip() != 'Current Atomic Accelerations :':
                 raise TinkerError('Could not find accelerations in %s ' %
                                   fname)
             self.accelerations = [[0.0, 0.0, 0.0]
                                   for i in range(self.natom)]
             DynFile._read_section(f, self.accelerations, self.natom)
             if f.readline().strip() != 'Alternate Atomic Accelerations :':
                 raise TinkerError(
                     'Could not find old accelerations in %s' % fname)
             self.old_accelerations = [[0.0, 0.0, 0.0]
                                       for i in range(self.natom)]
             DynFile._read_section(f, self.old_accelerations, self.natom)
         else:
             raise TinkerError('No velocities in %s' % fname)
     finally:
         f.close()
Example #18
0
 def read(self, fname):
     """ Reads the analout file """
     self.pointers = dict(natom=0,
                          norbit=0,
                          nbond=0,
                          nbpi=0,
                          nangle=0,
                          nstrbnd=0,
                          nurey=0,
                          nangang=0,
                          nopbend=0,
                          nopdist=0,
                          niprop=0,
                          nitors=0,
                          ntors=0,
                          npitors=0,
                          nstrtor=0,
                          ntortor=0,
                          nion=0,
                          ndipole=0,
                          npole=0,
                          pair12=0,
                          pair13=0,
                          pair14=0,
                          pair15=0)
     self.fname = fname
     f = open(self.fname, 'r')
     try:
         line = f.readline()
         # Look for the TINKER watermark
         while True:
             if not line:
                 raise TinkerError('Could not find the TINKER watermark '
                                   'in %s' % fname)
             if line.lstrip().startswith('###            TINKER'):
                 break
             line = f.readline()
         # Get the numbers of all parameters
         while not line.lstrip().startswith(
                 'Total Numbers of Atoms and Interactions'):
             if not line:
                 raise TinkerError('Could not find the atom/ixn count')
             line = f.readline()
         # Eat the next line
         f.readline()
         line = f.readline()
         # Get all of the pointers
         while line.strip():
             try:
                 key = TinkerAnalout.atom_inter_flags[line[:27].strip()]
             except KeyError:
                 raise TinkerError('Unrecognized pointer keyword %s' % key)
             try:
                 self.pointers[key] = int(line[27:].strip())
             except ValueError:
                 raise TinkerError('Could not convert pointer %s to int '
                                   '[%s]' % (key, line.rstrip()))
             except KeyError:
                 raise Exception('Should not be here -- internal error')
             line = f.readline()
         # Check that we read in some pointers
         s = 0
         for key in self.pointers:
             s += self.pointers[key]
         if s <= 0:
             raise TinkerError('All pointers are 0')
         # Get the atoms in the next section
         while line.strip() != 'Atom Type Definition Parameters :':
             if not line:
                 raise TinkerError('Unexpected EOF when looking for atom '
                                   'definitions')
             line = f.readline()
         TinkerAnalout._read_atom_definitions(self, f)
         # Get all of the sections defined in _functionmap -- see bottom of
         # this file
         while True:
             line = f.readline()
             try:
                 self._functionmap[line.strip()](self, f)
             except KeyError:
                 break
     finally:
         f.close()
Example #19
0
    def load_parameter_file(self, fname):
        """
        Parses a parameter file and loads all of the parameters found into data
        structures.
        """
        self.attributes = dict()

        # First load the attributes from the header
        f = BookmarkedFile(fname, 'r')
        done_with_attributes = False
        line = f.readline().replace('\t', ' ')
        while line and not done_with_attributes:
            if 'Literature References' in line:
                done_with_attributes = True
                break
            line = (line + '#').strip()
            line = line[:line.index('#')].strip()
            if not line:
                line = f.readline().replace('\t', ' ')
                continue
            words = line.split()
            if len(words) != 2: continue
            # Now extract the property
            if _IS_INT(words[1]):
                self.attributes[words[0].lower()] = int(words[1])
            elif _IS_FLOAT(words[1]):
                self.attributes[words[0].lower()] = float(words[1])
            else:
                self.attributes[words[0].lower()] = words[1]
            line = f.readline().replace('\t', ' ')
        if not done_with_attributes:
            raise TinkerError('Could not find force field attributes.')
        # Now get the atom types
        while line.lstrip()[:5].lower() != 'atom ':
            line = f.readline().replace('\t', ' ')
        # Now loop through all atoms
        while line.lstrip()[:5].lower() == 'atom ':
            rematch = self.atomre.match(line)
            num, typenum, name, descrip, anum, mass, val = rematch.groups()
            self.atoms[int(num)] = _Atom(typenum, name, descrip,
                                                 anum, mass, val)
            line = f.readline().replace('\t', ' ')
        # Now parse out the van der waals terms
        while line.lstrip()[:4].lower() != 'vdw ':
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:4].lower() == 'vdw ':
            _AtomType.set_vdw_params(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Now parse out the bonds
        while line.lstrip()[:5].lower() != 'bond ':
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:5].lower() == 'bond ':
            _BondType(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Now parse out the angles. Handle iring and Fourier terms
        rematch = self.anglere.match(line)
        while not rematch:
            line = f.readline().replace('\t', ' ')
            rematch = self.anglere.match(line)
        while rematch:
            try:
                get_angle_type(rematch.groups()[0], *line.split()[1:])
            except TypeError as err:
                print(repr(rematch.groups()[0]), line.split()[1:])
                raise err
            line = f.readline().replace('\t', ' ')
            rematch = self.anglere.match(line)
        # Now parse out the stretch-bend parameters
        while line.lstrip()[:7].lower() != 'strbnd ':
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:7].lower() == 'strbnd ':
            _StretchBendType(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Get the Urey-Bradley term(s). From here on out, some of the terms may
        # not exist in all versions of the force field, so protect for EOF and
        # make sure we rewind to avoid missing any terms
        f.mark()
        while line.lstrip()[:9].lower() != 'ureybrad ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:9].lower() == 'ureybrad ' and line:
            f.mark()
            _UreyBradleyType(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Get the out-of-plane bending
        f.rewind(); line = f.readline().replace('\t', ' ')
        while line.lstrip()[:7].lower() != 'opbend ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:7].lower() == 'opbend ' and line:
            f.mark()
            _OPBendType(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Get the torsion parameters
        f.rewind(); line = f.readline().replace('\t', ' ')
        while line.lstrip()[:8].lower() != 'torsion ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:8].lower() == 'torsion ' and line:
            f.mark()
            _DihedralType(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Get the pitorsions
        f.rewind(); line = f.readline().replace('\t', ' ')
        while line.lstrip()[:7] != 'pitors ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:7] == 'pitors ' and line:
            f.mark()
            _PiTorsionType(*line.split()[1:])
            line = f.readline().replace('\t', ' ')
        # Get the coupled torsions
        f.rewind(); line = f.readline().replace('\t', ' ')
        while line.lstrip()[:8] != 'tortors ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:8] == 'tortors ' and line:
            words = line.split()
            tortor = _TorsionTorsionType(words[1:6], words[6], words[7])
            line = f.readline().replace('\t', ' ')
            while line.strip():
                tortor.add_point(*line.split())
                line = f.readline().replace('\t', ' ')
            line = f.readline().replace('\t', ' ')
            f.mark()
        # Get the multipole terms
        f.rewind(); line = f.readline().replace('\t', ' ')
        while line.lstrip()[:10].lower() != 'multipole ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:10].lower() == 'multipole ' and line:
            words = line.split()
            multipole = _MultipoleType(words[1:-1], words[-1])
            multipole.add_terms(f.readline().split())
            multipole.add_terms(f.readline().split())
            multipole.add_terms(f.readline().split())
            multipole.add_terms(f.readline().split())
            line = f.readline().replace('\t', ' ')
            f.mark()
        # Get the dipole polarizabilities
        f.rewind(); line = f.readline().replace('\t', ' ')
        while line.lstrip()[:9] != 'polarize ' and line:
            line = f.readline().replace('\t', ' ')
        while line.lstrip()[:9] == 'polarize ' and line:
            words = line.split()
            index = int(words[1])
            try:
                self.atoms[index].set_polarizability(
                            words[2], words[3], words[4:]
                )
            except IndexError:
                self.atoms[index].set_polarizability(words[2], words[3], [])
            line = f.readline().replace('\t', ' ')
        f.close()
        # Now clean up so we can load another parameter set
        reset()
        return