Package csb :: Package bio :: Package io :: Module clans |
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# Source Code for Module csb.bio.io.clans

       1  """
       2  Classes for parsing/manipulating/writing CLANS (by Tancred Frickey) files
       3
       4  This module defines L{ClansParser} and L{ClansFileWriter} for parsing and writing CLANS format files, respectively.
       5  Further, class L{Clans} and several helper classes are used to hold and handle the parsed data.
       6
       7  The most commenly used CLANS data can be accessed in an L{Clans} instance via
       8   - .entries <L{ClansEntryCollection} containing L{ClansEntry} instances>
       9    - .name
      10    - .seq <the amino acid sequence>
      11    - .hsps <connections of this L{ClansEntry} to others>
      12    - .groups <L{ClansSeqgroup}s the entry belongs to>
      13   - .seqgroups <L{ClansSeqgroupCollection} containing L{ClansSeqgroup} instances>
      14   - .params <L{ClansParams}>
      15
      16  Parse a file into L{Clans} instance C{clans_instance} by
      17      >>> clans_instance = ClansParser().parse_file('input.clans')
      18
      19  Create a new entry C{e} with name \"C{my entry}\", sequence C{AAAA} and coordinates C{(x=1, y=1, z=1)}
      20      >>> e = ClansEntry(name='my entry', seq='AAAA', coords=(1, 1, 1))
      21
      22  and add it to an existing L{Clans} instance C{clans_instance}
      23      >>> clans_instance.add_entry(e)
      24
      25  Entries can be accessed using indices of C{Clans} instances
      26      >>> clans_instance[0]  # access to first entry
      27
      28  and deleted by
      29      >>> clans_instance.remove_entry(e)
      30
      31  Equivalent functions exist for ClansSeqgroups.
      32
      33  Author: Klaus Kopec
      34  MPI fuer Entwicklungsbiologie, Tuebingen
      35  """
      36
      37  import os
      38  import re
      39  import operator
      40  import csb.core
      41
      42  from abc import ABCMeta, abstractmethod
      43  from numpy import array, float64, eye, random
      44
      45
      46 -class DuplicateEntryNameError(Exception):
      47      """
      48      Raised during L{Clans.get_entry} if two entries have identical names.
      49      """
      50      pass
      51
      52
      53 -class DuplicateEntryError(Exception):
      54      """
      55      Raised during L{Clans._update_index} if two entries are identical in name, sequence, and coordinates.
      56      """
      57      pass
      58
      59
      60 -class MissingBlockError(Exception):
      61      """
      62      Raised if an expected tag is not found during parsing of a CLANS file.
      63      """
      64      pass
      65
      66
      67 -class UnknownTagError(ValueError):
      68      """
      69      Raised if an unknown tag is encountered while parsing a CLANS file.
      70      """
      71      pass
      72
      73
      74 -class Color(object):
      75      """
      76      RGB color handling class.
      77      Color is stored as r, g, b, and a (i.e. alpha) attributes.
      78      Default color is C{r}=C{g}=C{b}=0 (i.e. black) with a=255
      79
      80      @param r: the red value
      81      @type r: int
      82
      83      @param g: the green value
      84      @type g: int
      85
      86      @param b: the blue value
      87      @type b: int
      88
      89      @param a: the alpha value
      90      @type a: int
      91      """
      92
      93 -    def __init__(self, r=0, g=0, b=0, a=255):
      94          self._r = None
      95          self.r = r
      96          self._g = None
      97          self.g = g
      98          self._b = None
      99          self.b = b
     100          self._a = None
     101          self.a = a
     102
     103 -    def __repr__(self):
     104          return 'Color {0}'.format(self.to_clans_color())
     105
     106      __str__ = __repr__
     107
     108      @staticmethod
     109 -    def from_string(color_string, separator=';'):
     110          """
     111          Factory for a Color instance created from a string formatted as r{separator}g{separator}b{separator}a, where the final \'{separator}a\' is optional.
     112
     113          @param color_string: the color string
     114          @type color_string: str
     115
     116          @raises TypeError: if C{color_string} is not a string
     117          @raises ValueError: if any value in color is outside of range(256)
     118          """
     119          if not isinstance(color_string, csb.core.string):
     120              raise TypeError('{0} is no string'.format(color_string))
     121
     122          if color_string.count(separator) == 2:
     123              r, g, b = map(int, color_string.split(';'))
     124              a = 255
     125          elif color_string.count(separator) == 3:
     126              r, g, b, a  = map(int, color_string.split(';'))
     127
     128          else:
     129              raise ValueError(
     130                  ('format needs to be \'r{0}g{0}b\' but color_string was ' +
     131                   '{1} [optionally with alpha value: \'r{0}g{0}b{0}a\']').format(separator, color_string))
     132
     133          return Color(r, g, b, a)
     134
     135      @property
     136 -    def r(self):
     137          """
     138          the red value of the RGB color.
     139
     140          raises ValueError if C{value} is outside of range(256)
     141
     142          @rtype: int
     143          """
     144          return self._r
     145
     146      @r.setter
     147 -    def r(self, value):
     148          """
     149          Set the red value of the RGB color.
     150          """
     151          if value < 0 or value > 255:
     152              raise ValueError(
     153                  'valid color values are in range(256), was \'{0}\''.format(
     154                      value))
     155
     156          self._r = value
     157
     158      @property
     159 -    def g(self):
     160          """
     161          the green value of the RGB color.
     162
     163          raises ValueError if C{value} is outside of range(256)
     164
     165          @rtype: int
     166          """
     167          return self._g
     168
     169      @g.setter
     170 -    def g(self, value):
     171
     172          if value < 0 or value > 255:
     173              raise ValueError('valid color values are in range(256).')
     174
     175          self._g = value
     176
     177      @property
     178 -    def b(self):
     179          """
     180          the blue value of the RGB color.
     181
     182          raises ValueError if C{value} is outside of range(256)
     183
     184          @rtype: int
     185          """
     186          return self._b
     187
     188      @b.setter
     189 -    def b(self, value):
     190
     191          if value < 0 or value > 255:
     192              raise ValueError('valid color values are in range(256).')
     193
     194          self._b = value
     195
     196      @property
     197 -    def a(self):
     198          """
     199          the alpha value of the RGB color.
     200
     201          raises ValueError if C{value} is outside of range(256)
     202
     203          @rtype: int
     204          """
     205          return self._a
     206
     207      @a.setter
     208 -    def a(self, value):
     209
     210          if value < 0 or value > 255:
     211              raise ValueError('valid color values are in range(256).')
     212
     213          self._a = value
     214
     215 -    def to_clans_color(self):
     216          """
     217          Formats the color for use in CLANS files.
     218
     219          @return: the color formatted for use in CLANS files; format: r;g;b;a
     220          @rtype: str
     221          """
     222          return '{0.r};{0.g};{0.b};{0.a}'.format(self)
     223
     224
     225 -class ClansParser(object):
     226      """
     227      CLANS file format aware parser.
     228      """
     229
     230 -    def __init__(self):
     231          self._clans_instance = None
     232          self._data_block_dict = {}
     233
     234 -    def __repr__(self):
     235          return 'ClansParser instance'
     236
     237      __str__ = __repr__
     238
     239      @property
     240 -    def clans_instance(self):
     241          """
     242          the L{Clans} instance that resulted from parsing a CLANS file.
     243
     244          raises a ValueError if no CLANS file has been parsed yet
     245
     246          @rtype: L{Clans} instance
     247          """
     248          if self._clans_instance is None:
     249              raise ValueError('you need to parse a CLANS file first')
     250
     251          return self._clans_instance
     252
     253 -    def parse_file(self, filename, permissive=True):
     254          """
     255          Create a L{Clans} instance by parsing the CLANS format file C{filename}
     256
     257          @param filename: name of the CLANS file.
     258          @type filename: str
     259
     260          @param permissive: if True, tolerate missing non-essential or unknown
     261          blocks.
     262          @type permissive: bool
     263
     264          @rtype: L{Clans} instance
     265          @return: a L{Clans} instance containing the parsed data
     266
     267          @raise MissingBlockError: if C{permissive == True} and any essential
     268          block is missing. if C{permissive == False} and any block is missing
     269          @raise UnknownTagError: if C{permissive == False} and an unknown tag/
     270          data block is encountered
     271          """
     272          self._clans_instance = Clans()
     273          self._clans_instance._filename = filename
     274
     275          self._read_block_dict()  # read and preprocess the CLANS file
     276
     277          try:  # param and rotmtx are non-essential blocks
     278              self._parse_param()
     279              self._parse_rotmtx()
     280          except MissingBlockError as error:
     281              if not permissive:
     282                  raise MissingBlockError(error)
     283
     284          seq = {}
     285          try:
     286              seq = self._parse_seq()
     287          except MissingBlockError as error:
     288              if not permissive:
     289                  raise MissingBlockError(error)
     290
     291          seqgroups = self._parse_seqgroups()
     292
     293          pos = {}
     294          try:
     295              pos = self._parse_pos()
     296          except MissingBlockError as error:
     297              if not permissive:
     298                  raise MissingBlockError(error)
     299
     300          hsp_att_mode = "hsp"
     301          hsp = {}
     302          try:
     303              if 'hsp' in self._data_block_dict:
     304                  hsp = self._parse_hsp_att('hsp')
     305
     306              elif 'att' in self._data_block_dict:
     307                  hsp_att_mode = "att"
     308                  hsp = self._parse_hsp_att('att')
     309
     310              elif 'mtx' in self._data_block_dict:
     311                  hsp = self._parse_mtx()
     312
     313          except MissingBlockError as error:
     314              if not permissive:
     315                  raise MissingBlockError(error)
     316
     317          ## raise UnknownTagError for unknown blocks
     318          known_block_tags = set(('param', 'rotmtx', 'seq', 'seqgroups', 'pos',
     319                                  'hsp', 'mtx', 'att'))
     320          unprocessed_block_tags = set(self._data_block_dict.keys()).difference(
     321              known_block_tags)
     322
     323          if len(unprocessed_block_tags) > 0 and not permissive:
     324              raise UnknownTagError(
     325                  ('tags unknown: {0}. File corrupt or further implementations '
     326                   + 'needed!').format(', '.join(unprocessed_block_tags)))
     327
     328          ## if no entries exist, we cannot add pos, seqgroup and hsp data
     329          if len(seq) > 0:
     330
     331              ## add Entries
     332              if len(pos) > 0:
     333                  for i in pos:
     334                      self._clans_instance.add_entry(ClansEntry(seq[i][0], seq[i][1],
     335                                 pos[i], parent=self._clans_instance))
     336
     337              ## add groups
     338              self._clans_instance._seqgroups = ClansSeqgroupCollection()
     339              if len(seqgroups) > 0:
     340                  for group_raw_data in seqgroups:
     341
     342                      group = ClansSeqgroup(name=group_raw_data['name'],
     343                                            type=group_raw_data['type'],
     344                                            size=group_raw_data['size'],
     345                                            hide=group_raw_data['hide'] == '1',
     346                                            color=group_raw_data['color'])
     347
     348                      ## get members corresponding to the IDs in this group
     349                      ## NOTE: this silently corrects files where a seqgroup
     350                      ##       contains the same entry multiple times
     351                      members = [self._clans_instance.entries[number]
     352                                 for number in set(group_raw_data['numbers'])]
     353
     354                      self._clans_instance.add_group(group, members)
     355
     356              ## add hsp values
     357              if len(hsp) > 0:
     358                  [self._clans_instance.entries[a].add_hsp(
     359                      self._clans_instance.entries[b], value)
     360                   for ((a, b), value) in hsp.items()]
     361
     362          self._clans_instance._hsp_att_mode = hsp_att_mode
     363
     364          return self._clans_instance
     365
     366 -    def _read_block_dict(self):
     367          """
     368          Extracts all <tag>DATA</tag> blocks from file
     369          self.clans_instance.filename.
     370
     371          @rtype: dict
     372          @return: data in the form: dict[tag] = DATA.
     373          """
     374          # read file and remove the first line, i.e. sequence=SEQUENCE_COUNT
     375          data_blocks = open(os.path.expanduser(
     376              self._clans_instance.filename)).read().split('\n', 1)[1]
     377
     378          ## flag re.DOTALL is necessary to make . match newlines
     379          data = re.findall(r'(<(\w+)>(.+)</\2>)', data_blocks,
     380                            flags=re.DOTALL)
     381          self._data_block_dict = dict([(tag, datum.strip().split('\n'))
     382                                       for _tag_plus_data, tag, datum in data])
     383
     384 -    def _parse_param(self):
     385          """
     386          Parse a list of lines in the CLANS <param> format:
     387
     388          parameter1=data1\n
     389          parameter2=data2\n
     390          ...
     391          """
     392          if 'param' not in self._data_block_dict:
     393              raise MissingBlockError('file contains no <param> block.')
     394
     395          block = self._data_block_dict['param']
     396
     397          tmp_params = dict([block[i].split('=') for i in range(len(block))])
     398
     399          ## create colors entry from colorcutoffs and colorarr
     400          colorcutoffs = [float(val) for val in
     401                          tmp_params.pop('colorcutoffs').strip(';').split(';')]
     402          colors = tmp_params.pop('colorarr').strip(':')
     403          colors = colors.replace('(', '').replace(')', '').split(':')
     404          colorarr = [Color(*map(int, color_definition)) for color_definition in
     405                      [color.split(';') for color in colors]]
     406
     407          tmp_params['colors'] = tuple(zip(colorcutoffs, colorarr))
     408
     409          ## convert 'true' and 'false' into Python bools
     410          for k, v in tmp_params.items():
     411              if v == 'true':
     412                  tmp_params[k] = True
     413              elif v == 'false':
     414                  tmp_params[k] = False
     415
     416          self._clans_instance._params = ClansParams(strict=False, **tmp_params)
     417
     418 -    def _parse_rotmtx(self):
     419          """
     420          Parse a list of lines in the CLANS <rotmtx> format. The data is stored
     421          in the clans_instance as a 3x3 numpy.array.
     422
     423          @raise ValueError: if the rotmtx block does not contain exactly 3 lines
     424          """
     425          if 'rotmtx' not in self._data_block_dict:
     426              raise MissingBlockError('file contains no <rotmtx> block.')
     427
     428          block = self._data_block_dict['rotmtx']
     429
     430          if len(block) != 3:
     431              raise ValueError('CLANS <rotmtx> blocks comprise exactly 3 lines.')
     432          self._clans_instance.rotmtx = array(
     433              [[float64(val) for val in line.split(';')[:3]] for line in block])
     434
     435 -    def _parse_seq(self):
     436          """
     437          Parse a list of lines in the CLANS <seq> format, which are in FASTA
     438          format.
     439
     440          @rtype: dict
     441          @return: dict with running numbers as key and 2-tuples (id, sequence)
     442                   as values
     443          """
     444          if 'seq' not in self._data_block_dict:
     445              raise MissingBlockError(
     446                  'file contains no <seq> block. This is OK if the file does '
     447                  + 'not contain any sequences.')
     448
     449          block = self._data_block_dict['seq']
     450          if len(block) % 2 == 1:
     451              block += ['']
     452
     453          return dict([(i, (block[2 * i][1:], block[2 * i + 1].strip()))
     454                       for i in range(int(len(block) / 2))])
     455
     456 -    def _parse_seqgroups(self):
     457          """
     458          Parse a list of lines in the CLANS <seqgroup> format:
     459
     460          name=name of the group\n
     461          type=0\n
     462          size=12\n
     463          hide=0\n
     464          color=255;204;51\n
     465          numbers=0;1;2;3;4;5;6;10;13\n
     466          ...
     467
     468          @rtype: list
     469          @return: list of dicts (one for each group) with the tags (name, type,
     470                   size, hide, ...) as keys and their typecasted data as values
     471                   (i.e. name will be a string, size will be an integer, etc)
     472          """
     473          if 'seqgroups' not in self._data_block_dict:
     474              return ClansSeqgroupCollection()
     475
     476          block = self._data_block_dict['seqgroups']
     477
     478          groups = []
     479          for line in block:
     480              p, v = line.split('=', 1)
     481              if p == 'name':
     482                  groups.append({'name': v})
     483              elif p == 'numbers':
     484                  ## empty groups with terminal semicolon ("numbers=;") contained an empty string in v.split(';')
     485                  groups[-1][p] = [int(val) for val in [member for member in v.split(';')[:-1] if member != '']]
     486              else:
     487                  groups[-1][p] = v
     488          return groups
     489
     490 -    def _parse_pos(self):
     491          """
     492          Parse a list of lines in the CLANS <pos> format \'INT FLOAT FLOAT
     493          FLOAT\'.
     494
     495          @rtype: dict
     496          @return: a dict using the integers as keys and a (3,1)-array created
     497                   from the three floats as values.
     498          """
     499          if 'pos' not in self._data_block_dict:
     500              raise MissingBlockError(
     501                  'file contains no <pos> block. This is OK if the file does '
     502                  + 'not contain any sequences.')
     503
     504          block = self._data_block_dict['pos']
     505
     506          return dict([(int(l.split()[0]),
     507                        array([float64(val) for val in l.split()[1:]]))
     508                       for l in block])
     509
     510 -    def _parse_hsp_att(self, mode):
     511          """
     512          Parse a list of lines in the CLANS <hsp> format \'INT INT: FLOAT\'.
     513
     514          NOTE: some CLANS <hsp> lines contain more than one float; we omit the
     515          additional numbers
     516
     517          @param mode: either "hsp" or "att" depending on the type of tag to be
     518          parsed
     519          @type mode: str
     520
     521          @rtype: dict
     522          @return: a dict using 2-tuples of the two integers as keys and the
     523                   float as values
     524          """
     525          if mode not in ("hsp", "att"):
     526              raise ValueError('mode must be either "hsp" or "att"')
     527
     528          if mode not in self._data_block_dict:
     529              raise MissingBlockError(
     530                  ('file contains no <{0}> block. This is OK if the file does '
     531                   + 'not contain any sequences or if none of the contained '
     532                   + 'sequences have any connections.').format(mode))
     533
     534          block = self._data_block_dict[mode]
     535
     536          if mode == "hsp":
     537              return dict([(tuple([int(val)
     538                                   for val in line.split(':')[0].split()]),
     539                            float(line.split(':')[1].split(' ')[0]))
     540                           for line in block])
     541
     542          else:
     543              return dict([(tuple([int(val) for val in line.split(' ')[:2]]),
     544                            float(line.split(' ')[2]))
     545                           for line in block])
     546
     547 -    def _parse_mtx(self):
     548          """
     549          Parse a list of lines in the CLANS <mtx> format.
     550
     551          @rtype: dict
     552          @return: a dict using 2-tuples of the two integers as keys and the
     553                   float as values
     554          """
     555          if 'mtx' not in self._data_block_dict:
     556              raise MissingBlockError(
     557                  'file contains no <mtx> block. This is OK if the file does '
     558                  + 'not contain any sequences or if none of the contained '
     559                  + 'sequences have any connections.')
     560
     561          block = self._data_block_dict['mtx']
     562
     563          return dict([((i, j), float(entry))
     564                       for i, line in enumerate(block)
     565                       for j, entry in enumerate(line.split(';')[:-1])
     566                       if float(entry) != 0])
     567
     568 -class ClansFileBuilder(object):
     569      """
     570      Base abstract files for building a file in CLANS format.
     571      Defines a common step-wise interface according to the Builder pattern.
     572
     573      @param output: output stream (this is where the product is constructed)
     574      @type output: stream
     575      """
     576
     577      __metaclass__ = ABCMeta
     578
     579 -    def __init__(self, output):
     580
     581          if not hasattr(output, 'write'):
     582              raise TypeError(output)
     583
     584          self._out = output
     585
     586      @property
     587 -    def output(self):
     588          """
     589          Destination stream
     590          @rtype: stream
     591          """
     592          return self._out
     593
     594 -    def write(self, text):
     595          """
     596          Write a chunk of text
     597          """
     598          self._out.write(text)
     599
     600 -    def writeline(self, text):
     601          """
     602          Write a chunk of text and append a new line terminator
     603          """
     604          self._out.write(text)
     605          self._out.write('\n')
     606
     607      @abstractmethod
     608 -    def add_param_block(self, block_data):
     609          pass
     610
     611      @abstractmethod
     612 -    def add_rotmtx_block(self, block_data):
     613          pass
     614
     615      @abstractmethod
     616 -    def add_seq_block(self, block_data):
     617          pass
     618
     619      @abstractmethod
     620 -    def add_seqgroups_block(self, block_data):
     621          pass
     622
     623      @abstractmethod
     624 -    def add_pos_block(self, block_data):
     625          pass
     626
     627      @abstractmethod
     628 -    def add_hsp_block(self, block_data):
     629          pass
     630
     631
     632 -class ClansFileWriter(ClansFileBuilder):
     633      """
     634      Class for serializing a L{Clans} instance to a file in CLANS format.
     635
     636      @param output: the output stream
     637      @type output: stream
     638      """
     639
     640
     641 -    def __init__(self, output):
     642          super(ClansFileWriter, self).__init__(output)
     643
     644 -    def serialize(self, clans_instance):
     645          """
     646          Creates a CLANS file containing all data from C{clans_instance}
     647
     648          @param clans_instance: the source of the data to be serialized
     649          @type clans_instance: a L{Clans} instance
     650          """
     651
     652          self.add_sequences_line(clans_instance)
     653          self.add_param_block(clans_instance)
     654          self.add_rotmtx_block(clans_instance)
     655          self.add_seq_block(clans_instance)
     656          self.add_seqgroups_block(clans_instance)
     657          self.add_pos_block(clans_instance)
     658          self.add_hsp_block(clans_instance)
     659
     660 -    def add_sequences_line(self, clans_instance):
     661          """
     662          Appends the \'sequences=<#sequences>\' line to the output.
     663
     664          @param clans_instance: the source of the data to be serialized
     665          @type clans_instance: a L{Clans} instance
     666          """
     667          self.writeline('sequences={0}'.format(len(clans_instance.entries)))
     668
     669 -    def add_param_block(self, clans_instance):
     670          """
     671          Appends a <param>data</param> CLANS file block to the output.
     672
     673          @param clans_instance: the source of the data to be serialized
     674          @type clans_instance: a L{Clans} instance
     675          """
     676          param_block = clans_instance.params._to_clans_param_block()
     677          self.write(param_block)
     678
     679 -    def add_rotmtx_block(self, clans_instance):
     680          """
     681          Appends a <rotmtx>data</rotmtx> CLANS file block to the output.
     682
     683          @param clans_instance: the source of the data to be serialized
     684          @type clans_instance: a L{Clans} instance
     685
     686          @raise ValueError: if self.clans_instance.rotmtx is no 3x3 numpy.array
     687          """
     688          rotmtx = clans_instance.rotmtx
     689
     690          if rotmtx is None:
     691              return
     692
     693          if rotmtx.shape != (3, 3):
     694              raise ValueError('rotmtx must be a 3x3 array')
     695
     696          self.writeline('<rotmtx>')
     697
     698          self.write('\n'.join(
     699              ['{0};{1};{2};'.format(*tuple(rotmtx[i])) for i in range(3)]))
     700          self.write('\n')
     701
     702          self.writeline('</rotmtx>')
     703
     704 -    def add_seq_block(self, clans_instance):
     705          """
     706          Appends a <seq>data</seq> CLANS file block to the output.
     707
     708          @param clans_instance: the source of the data to be serialized
     709          @type clans_instance: a L{Clans} instance
     710          """
     711          self.writeline('<seq>')
     712
     713          self.write(''.join([e.output_string_seq()
     714                              for e in clans_instance.entries]))
     715
     716          self.writeline('</seq>')
     717
     718 -    def add_seqgroups_block(self, clans_instance):
     719          """
     720          Appends a <seqgroupsparam>data</seqgroups> CLANS file block to the output.
     721
     722          @param clans_instance: the source of the data to be serialized
     723          @type clans_instance: a L{Clans} instance
     724          """
     725          seqgroups = clans_instance.seqgroups
     726
     727          if seqgroups is not None and len(seqgroups) > 0:
     728
     729              self.writeline('<seqgroups>')
     730
     731              self.write('\n'.join([s.output_string() for s in seqgroups]))
     732              self.write('\n')
     733
     734              self.writeline('</seqgroups>')
     735
     736 -    def add_pos_block(self, clans_instance):
     737          """
     738          Appends a <pos>data</pos> CLANS file block to the output.
     739
     740          @param clans_instance: the source of the data to be serialized
     741          @type clans_instance: a L{Clans} instance
     742          """
     743          self.writeline('<pos>')
     744
     745          self.write('\n'.join([e.output_string_pos()
     746                                for e in clans_instance.entries]))
     747          self.write('\n')
     748
     749          self.writeline('</pos>')
     750
     751 -    def add_hsp_block(self, clans_instance):
     752          """
     753          Appends a <hsp>data</hsp> CLANS file block to the output.
     754          If the CLANS instance has hsp_att_mode=="att" we add a <att>data<att>
     755          block which has the same format.
     756
     757          @param clans_instance: the source of the data to be serialized
     758          @type clans_instance: a L{Clans} instance
     759          """
     760
     761          self.writeline('<{0}>'.format(clans_instance._hsp_att_mode))
     762
     763          ## sorting is not necessary, but makes a nicer looking clans file
     764          idToEntryMapping = [(e.get_id(), e)
     765                              for e in clans_instance.entries]
     766          idToEntryMapping.sort(key=operator.itemgetter(0))
     767          entryToIdMapping = dict([(entry, identifier)
     768                                   for (identifier, entry) in idToEntryMapping])
     769
     770          for i, (entry1_id, entry1) in enumerate(idToEntryMapping):
     771
     772              ## sort list of hsp targets by id
     773              hspTargets = [(entryToIdMapping[entry2], pvalue)
     774                            for (entry2, pvalue) in entry1.hsp.items()]
     775              hspTargets.sort(key=operator.itemgetter(0))
     776
     777              for (entry2_id, pvalue) in hspTargets:
     778                  if entry1_id >= entry2_id:
     779                      continue
     780
     781                  line_format = '{0} {1}:{2}\n'
     782                  if clans_instance._hsp_att_mode == "att":
     783                      line_format = '{0} {1} {2}\n'
     784
     785                  self.write(
     786                      line_format.format(entry1_id, entry2_id, repr(pvalue)))
     787
     788          self.writeline('</{0}>'.format(clans_instance._hsp_att_mode))
     789
     790
     791 -class ClansParams(object):
     792      """
     793      Class for handling L{Clans} parameters.
     794      See L{ClansParams}._DEFAULTS for accepted parameter names.
     795
     796      @kwparam **kw: parameters as C{kw[parameter_name] = parameter_value}
     797
     798      @raise KeyError: if a supplied parameter name is not known
     799      (i.e. it is not a key in _DEFAULTS)
     800      """
     801
     802      _DEFAULTS = {'attfactor': 10.0,
     803                   'attvalpow': 1,
     804                   'avgfoldchange': False,
     805                   'blastpath': 'blastall -p blastp',
     806                   'cluster2d': False,
     807                   'colors': ((0.0, (230, 230, 230)),
     808                              (0.1, (207, 207, 207)),
     809                              (0.2, (184, 184, 184)),
     810                              (0.3, (161, 161, 161)),
     811                              (0.4, (138, 138, 138)),
     812                              (0.5, (115, 115, 115)),
     813                              (0.6, (92, 92, 92)),
     814                              (0.7, (69, 69, 69)),
     815                              (0.8, (46, 46, 46)),
     816                              (0.9, (23, 23, 23))),
     817                  'complexatt': True,
     818                  'cooling': 1.0,
     819                  'currcool': 1.0,
     820                  'dampening': 0.2,
     821                  'dotsize': 2,
     822                  'formatdbpath': 'formatdb',
     823                  'groupsize': 4,
     824                  'maxmove': 0.1,
     825                  'minattract': 1.0,
     826                  'ovalsize': 10,
     827                  'pval': 1.0,
     828                  'repfactor': 5.0,
     829                  'repvalpow': 1,
     830                  'showinfo': True,
     831                  'usefoldchange': False,
     832                  'usescval': False,
     833                  'zoom': 1.0}
     834
     835 -    def __init__(self, strict=True, **kw):
     836          self.set_default_params()
     837
     838          for param_name, param_value in kw.items():
     839              if param_name not in self._DEFAULTS and strict:
     840                  raise KeyError('parameter {0} (value: {1}) unknown'.format(
     841                      param_name, param_value))
     842              self.__setattr__(param_name, param_value)
     843
     844      @property
     845 -    def complexatt(self):
     846          """
     847          if True, complex attraction computations are used.
     848
     849          raises ValueError if set to non-boolean value
     850
     851          @rtype: bool
     852          """
     853          return self._complexatt
     854
     855      @complexatt.setter
     856 -    def complexatt(self, value):
     857          if not isinstance(value, bool):
     858              raise ValueError(('complexatt cannot be {0} (accepted values: True'
     859                                + '/False)').format(value))
     860          self._complexatt = value
     861
     862      @property
     863 -    def attfactor(self):
     864          """
     865          factor in the attractive force
     866
     867          raises ValueError if C{value} is not castable to float
     868
     869          @rtype: float
     870          """
     871          return self._attfactor
     872
     873      @attfactor.setter
     874 -    def attfactor(self, value):
     875          self._attfactor = float(value)
     876
     877      @property
     878 -    def attvalpow(self):
     879          """
     880          exponent in the attractive force
     881
     882          raises ValueError if C{value} is not castable to float
     883
     884          @rtype: float
     885          """
     886          return self._attvalpow
     887
     888      @attvalpow.setter
     889 -    def attvalpow(self, value):
     890          self._attvalpow = float(value)
     891
     892      @property
     893 -    def repfactor(self):
     894          """
     895          factor in the repulsive force
     896
     897          raises ValueError if C{value} is not castable to float
     898
     899          @rtype: float
     900          """
     901          return self._repfactor
     902
     903      @repfactor.setter
     904 -    def repfactor(self, value):
     905          self._repfactor = float(value)
     906
     907      @property
     908 -    def repvalpow(self):
     909          """
     910          exponent in the repulsive force
     911
     912          raises ValueError if C{value} is not castable to float
     913
     914          @rtype: float
     915          """
     916          return self._repvalpow
     917
     918      @repvalpow.setter
     919 -    def repvalpow(self, value):
     920          self._repvalpow = float(value)
     921
     922      @property
     923 -    def cluster2d(self):
     924          """
     925          if True, clustering is done in 2D. Else in 3D.
     926
     927          raises ValueError if set to non-boolean value
     928
     929          @rtype: bool
     930          """
     931          return self._cluster2d
     932
     933
     934      @cluster2d.setter
     935 -    def cluster2d(self, value):
     936          if not isinstance(value, bool):
     937              raise ValueError(('cluster2d cannot be {0} (accepted values: True'
     938                                + '/False)').format(value))
     939
     940          self._cluster2d = value
     941
     942      @property
     943 -    def pval(self):
     944          """
     945          p-value cutoff that determines which connections are considered for
     946          the attractive force
     947
     948          raises ValueError if C{value} is not castable to float
     949
     950          @rtype: float
     951          """
     952          return self._pval
     953
     954      @pval.setter
     955 -    def pval(self, value):
     956          self._pval = float(value)
     957
     958      @property
     959 -    def maxmove(self):
     960          """
     961          maximal sequence (i.e. dot in the clustermap) movement per round
     962
     963          raises ValueError if C{value} is not castable to float
     964
     965          @rtype: float
     966          """
     967          return self._maxmove
     968
     969      @maxmove.setter
     970 -    def maxmove(self, value):
     971          self._maxmove = float(value)
     972
     973      @property
     974 -    def usescval(self):
     975          """
     976          parameter with unclear function. Check in Clans.
     977
     978          raises ValueError if set to non-boolean value
     979
     980          @rtype: bool
     981          """
     982          return self._usescval
     983
     984      @usescval.setter
     985 -    def usescval(self, value):
     986          if not isinstance(value, bool):
     987              raise ValueError(('usescval cannot be {0} (accepted values: True'
     988                                + '/False)').format(value))
     989
     990          self._usescval = value
     991
     992      @property
     993 -    def cooling(self):
     994          """
     995          parameter  with unclear function. Check in Clans.
     996
     997          raises ValueError if C{value} is not castable to float
     998
     999          @rtype: float
    1000          """
    1001          return self._cooling
    1002
    1003      @cooling.setter
    1004 -    def cooling(self, value):
    1005          self._cooling = float(value)
    1006
    1007      @property
    1008 -    def currcool(self):
    1009          """
    1010          parameter  with unclear function. Check in Clans.
    1011
    1012          raises ValueError if C{value} is not castable to float
    1013
    1014          @rtype: float
    1015          """
    1016          return self._currcool
    1017
    1018      @currcool.setter
    1019 -    def currcool(self, value):
    1020          self._currcool = float(value)
    1021
    1022      @property
    1023 -    def dampening(self):
    1024          """
    1025          parameter  with unclear function. Check in Clans.
    1026
    1027          raises ValueError if C{value} is not castable to float
    1028
    1029          @rtype: float
    1030          """
    1031          return self._dampening
    1032
    1033      @dampening.setter
    1034 -    def dampening(self, value):
    1035          self._dampening = float(value)
    1036
    1037      @property
    1038 -    def minattract(self):
    1039          """
    1040          parameter  with unclear function. Check in Clans.
    1041
    1042          raises ValueError if C{value} is not castable to float
    1043
    1044          @rtype: float
    1045          """
    1046          return self._minattract
    1047
    1048      @minattract.setter
    1049 -    def minattract(self, value):
    1050          self._minattract = float(value)
    1051
    1052      @property
    1053 -    def blastpath(self):
    1054          """
    1055          path to the BLAST executable for protein-protein comparisons. BLAST+ is
    1056          currently not supported by Clans.
    1057
    1058          raises ValueError if C{value} is not a string
    1059
    1060          @rtype: str
    1061          """
    1062          return self._blastpath
    1063
    1064      @blastpath.setter
    1065 -    def blastpath(self, value):
    1066          if not isinstance(value, csb.core.string):
    1067              raise ValueError(('blastpath cannot be {0} (accepted values: '
    1068                                + 'strings)').format(value))
    1069
    1070          self._blastpath = value
    1071
    1072      @property
    1073 -    def formatdbpath(self):
    1074          """
    1075          path to the formatdb executable of BLAST.
    1076
    1077          raises ValueError if C{value} is not a string
    1078
    1079          @rtype: str
    1080          """
    1081          return self._formatdbpath
    1082
    1083      @formatdbpath.setter
    1084 -    def formatdbpath(self, value):
    1085          if not isinstance(value, csb.core.string):
    1086              raise ValueError(('formatdbpath cannot be {0} (accepted values: '
    1087                                + 'strings)').format(value))
    1088
    1089          self._formatdbpath = value
    1090
    1091      @property
    1092 -    def showinfo(self):
    1093          """
    1094          if True, additional data (rotation matrix) is shown in the clustring
    1095          window)
    1096
    1097          raises ValueError if set to non-boolean value
    1098
    1099          @rtype: bool
    1100          """
    1101          return self._showinfo
    1102
    1103      @showinfo.setter
    1104 -    def showinfo(self, value):
    1105          if not isinstance(value, bool):
    1106              raise ValueError(('showinfo cannot be {0} (accepted values: True'
    1107                                + '/False)').format(value))
    1108
    1109          self._showinfo = value
    1110
    1111      @property
    1112 -    def zoom(self):
    1113          """
    1114          zoom value (1.0 == not zoomed)
    1115
    1116          raises ValueError if C{value} is not castable to float
    1117
    1118          @rtype: float
    1119          """
    1120          return self._zoom
    1121
    1122      @zoom.setter
    1123 -    def zoom(self, value):
    1124          self._zoom = float(value)
    1125
    1126      @property
    1127 -    def dotsize(self):
    1128          """
    1129          size of the central dot representing each sequence in the clustermap
    1130
    1131          raises ValueError if C{value} is not castable to int
    1132
    1133          @rtype: int
    1134          """
    1135          return self._dotsize
    1136
    1137      @dotsize.setter
    1138 -    def dotsize(self, value):
    1139          self._dotsize = int(value)
    1140
    1141      @property
    1142 -    def ovalsize(self):
    1143          """
    1144          size of the circle around selected sequences
    1145
    1146          raises ValueError if value not castable to int
    1147
    1148          @rtype: int
    1149          """
    1150          return self._ovalsize
    1151
    1152      @ovalsize.setter
    1153 -    def ovalsize(self, value):
    1154          self._ovalsize = int(value)
    1155
    1156      @property
    1157 -    def groupsize(self):
    1158          """
    1159          default for the size of circles that mark newly created groups
    1160
    1161          raises ValueError if C{value} is not castable to int
    1162
    1163          @rtype: int
    1164          """
    1165          return self._groupsize
    1166
    1167      @groupsize.setter
    1168 -    def groupsize(self, value):
    1169          self._groupsize = int(value)
    1170
    1171      @property
    1172 -    def usefoldchange(self):
    1173          """
    1174          parameter  with unclear function. Check in Clans.
    1175
    1176          raises ValueError if set to non-boolean value
    1177
    1178          @rtype: bool
    1179          """
    1180          return self._usefoldchange
    1181
    1182      @usefoldchange.setter
    1183 -    def usefoldchange(self, value):
    1184          if not isinstance(value, bool):
    1185              raise ValueError(('usefoldchange cannot be {0} (accepted values: '
    1186                                + 'True/False)').format(value))
    1187
    1188          self._usefoldchange = value
    1189
    1190      @property
    1191 -    def avgfoldchange(self):
    1192          """
    1193          parameter  with unclear function. Check in Clans.
    1194
    1195          raises ValueError if set to non-boolean value
    1196
    1197          @rtype: bool
    1198          """
    1199          return self._avgfoldchange
    1200
    1201      @avgfoldchange.setter
    1202 -    def avgfoldchange(self, value):
    1203          if not isinstance(value, bool):
    1204              raise ValueError(('avgfoldchange cannot be {0} (accepted values: '
    1205                                + 'True/False)').format(value))
    1206
    1207          self._avgfoldchange = value
    1208
    1209      @property
    1210 -    def colors(self):
    1211          """
    1212          colors that define the coloring for different p-values/attractions
    1213
    1214          raises ValueError if set to s.th. else than a 10-tuple of 2-tuples
    1215
    1216          @rtype: tuple
    1217          """
    1218          return self._colors
    1219
    1220      @colors.setter
    1221 -    def colors(self, value):
    1222          if not isinstance(value, tuple):
    1223              raise ValueError('colors must be a tuple')
    1224          if len(value) != 10:
    1225              raise ValueError('colors must be a 10-tuple')
    1226          lengths = [len(v) for v in value]
    1227          if len(set(lengths)) != 1 or lengths[0] != 2:
    1228              raise ValueError('each item of colors must be a 2-tuple')
    1229          self._colors = value
    1230
    1231 -    def set_default_params(self):
    1232          """
    1233          Sets the parameters to CLANS default values.
    1234          See L{ClansParams}._DEFAULTS.
    1235          """
    1236          for k, v in self._DEFAULTS.items():
    1237              if k == 'colors':
    1238                  continue
    1239
    1240              self.__setattr__(k, v)
    1241
    1242          tmp_list = []
    1243          for i, (cutoff, color) in enumerate(ClansParams._DEFAULTS['colors']):
    1244              tmp_list.append((cutoff, Color(*color)))
    1245          self.colors = tuple(tmp_list)
    1246
    1247 -    def _to_clans_param_block(self):
    1248          """
    1249          Creates a param block for a CLANS file from the L{ClansParams} values.
    1250
    1251          @return: a CLANS file format <param>[data]</param> block
    1252          @rtype: str
    1253          """
    1254
    1255          param_dict = {}
    1256
    1257          for param_name in sorted(ClansParams._DEFAULTS):
    1258              if param_name == 'colors':
    1259
    1260                  ## divide 'colors' into 'colorcutoffs' and 'colorarr'
    1261                  param_dict['colorcutoffs'] = ''.join(
    1262                      ['{0:.2f};'.format(cutoff) for cutoff, color in self.colors])
    1263
    1264                  param_dict['colorarr'] = ''.join(
    1265                      ['({0}):'.format(color.to_clans_color())
    1266                       for cutoff, color in self.colors])
    1267
    1268                  continue
    1269
    1270              if param_name in ('avgfoldchange', 'cluster2d', 'complexatt',
    1271                                'showinfo', 'usefoldchange', 'usescval'):
    1272                  param_dict[param_name] = ['false', 'true'][
    1273                      self.__getattribute__(param_name)]
    1274
    1275                  continue
    1276
    1277              param_dict[param_name] = self.__getattribute__(param_name)
    1278
    1279          param_block_string = '<param>\n'
    1280          param_block_string += '\n'.join(
    1281              ['{0}={1}'.format(param_name, param_dict[param_name])
    1282               for param_name in sorted(param_dict)])
    1283          param_block_string += '\n</param>\n'
    1284
    1285          return param_block_string
    1286
    1287
    1288 -class ClansEntryCollection(csb.core.ReadOnlyCollectionContainer):
    1289      """
    1290      Read-only container for holding (and internally managing) L{ClansEntry}
    1291      instances.
    1292      """
    1293
    1294 -    def __init__(self):
    1295
    1296          super(ClansEntryCollection, self).__init__(type=ClansEntry)
    1297
    1298 -    def _remove_item(self, item):
    1299          """
    1300          Removes {item} from the collection.
    1301
    1302          @param item: the item to be removed
    1303          @type item: a L{ClansEntry} instance
    1304
    1305          @raises TypeError: if {item} is not a L{ClansEntry} instance
    1306          """
    1307
    1308          if self._type:
    1309              if not isinstance(item, self._type):
    1310                  raise TypeError("Item {0} is not of the required {1} type.".format(
    1311                      item, self._type.__name__))
    1312          self._items.remove(item)
    1313
    1314 -    def _sort(self, key=None):
    1315          """
    1316          Sort entries by their {name} or by a custom key function.
    1317
    1318          @Note: If the L{ClansEntryCollection} is part of a L{Clans} instance,
    1319          use L{Clans.sort} instead to avoid silently corrupting the index in
    1320          L{Clans._idx}.
    1321
    1322          @param key: None to sort by name, a custom key function else
    1323          @type key: function
    1324          """
    1325          if key is None:
    1326              key = lambda entry: entry.name
    1327
    1328          self._items.sort(key=key)
    1329
    1330
    1331 -class ClansSeqgroupCollection(csb.core.ReadOnlyCollectionContainer):
    1332      """
    1333      Read-only container for holding (and internally managing) L{ClansSeqgroup}
    1334      instances.
    1335      """
    1336
    1337 -    def __init__(self):
    1338
    1339          super(ClansSeqgroupCollection, self).__init__(type=ClansSeqgroup)
    1340
    1341 -    def _remove_item(self, item):
    1342          """
    1343          Removes {item} from the collection.
    1344
    1345          @param item: the item to be removed
    1346          @type item: a L{ClansSeqgroup} instance
    1347
    1348          @raises TypeError: if {item} is not a L{ClansSeqgroup} instance
    1349          """
    1350
    1351          if self._type:
    1352              if not isinstance(item, self._type):
    1353                  raise TypeError("Item {0} is not of the required {1} type.".format(
    1354                      item, self._type.__name__))
    1355          self._items.remove(item)
    1356
    1357
    1358 -class Clans(object):
    1359      """
    1360      Class for holding and manipulating data from one CLANS file.
    1361      Initialization is always done as empty clustermap with default parameters.
    1362      """
    1363
    1364 -    def __init__(self):
    1365          self._filename = None
    1366
    1367          self._params = ClansParams()
    1368
    1369          self._rotmtx = None
    1370          self.set_default_rotmtx()
    1371
    1372          self._hsp_att_mode = "hsp"
    1373
    1374          self._entries = ClansEntryCollection()
    1375          self._seqgroups = ClansSeqgroupCollection()
    1376
    1377          self._idx = None
    1378          '''Index dict for fast access to entry positions'''
    1379          self._has_good_index = False
    1380
    1381 -    def __repr__(self):
    1382          return 'Clans object: {0} sequences; {1} seqgroups'.format(
    1383              len(self), len(self.seqgroups))
    1384
    1385      __str__ = __repr__
    1386
    1387 -    def __len__(self):
    1388          return len(self.entries)
    1389
    1390 -    def __getitem__(self, index):
    1391          return self.entries[index]
    1392
    1393 -    def __setitem__(self, index, data):
    1394          self.entries[index] = data
    1395          self._has_good_index = False
    1396
    1397      @property
    1398 -    def filename(self):
    1399          """
    1400          file from which the data was parsed
    1401
    1402          @rtype: str or None
    1403          """
    1404          return self._filename
    1405
    1406      @property
    1407 -    def params(self):
    1408          """
    1409          L{ClansParams} that contains the parameters set for this L{Clans}
    1410          instance.
    1411
    1412          @rtype: L{ClansParams}
    1413          """
    1414          return self._params
    1415
    1416      @property
    1417 -    def rotmtx(self):
    1418          """
    1419          3x3 rotation matrix that indicates the rotation state of the clustermap
    1420
    1421          raises ValueError if rotation matrix shape is not 3x3
    1422
    1423          @rtype: numpy.array
    1424          """
    1425          return self._rotmtx
    1426
    1427      @rotmtx.setter
    1428 -    def rotmtx(self, value):
    1429          if value.shape != (3, 3):
    1430              raise ValueError('rotation matrix needs to be a 3x3 numpy array')
    1431          self._rotmtx = value
    1432
    1433      @property
    1434 -    def entries(self):
    1435          """
    1436          list of clustermap L{ClansEntry}s.
    1437
    1438          @rtype: list
    1439          """
    1440          return self._entries
    1441
    1442      @property
    1443 -    def seqgroups(self):
    1444          """
    1445          list of L{ClansSeqgroup}s defined in the clustermap.
    1446
    1447          @rtype: list
    1448          """
    1449          return self._seqgroups
    1450
    1451 -    def set_default_rotmtx(self):
    1452          """
    1453          Resets the rotation matrix (rotmtx) to no rotation.
    1454          """
    1455          self.rotmtx = eye(3)
    1456
    1457 -    def _update_index(self):
    1458          """
    1459          Creates an index of L{ClansEntry}s to their position in the L{Clans}
    1460          instance.
    1461
    1462          The index is used to allow for fast access via L{ClansEntry.get_id} and
    1463          was introduced to get a better L{Clans}.write() performance, which
    1464          suffered from excessive entry.get_id() calls during HSP block generation
    1465          (see L{ClansFileWriter.add_hsp_block}).
    1466
    1467          @raises DuplicateEntryError: if two entries have the same name, sequence, and coordinates
    1468          """
    1469          unique_ids = [e._get_unique_id() for e in self]
    1470
    1471          if len(unique_ids) != len(set(unique_ids)):
    1472              for i, entry in enumerate(unique_ids):
    1473                  if unique_ids.count(entry) != 1:
    1474                      raise DuplicateEntryError(
    1475                          '{0} is contained multiple times in this Clans instance'.format(
    1476                              repr(self.entries[i])))
    1477
    1478          self._idx = dict(zip(unique_ids, range(len(self))))
    1479          self._has_good_index = True
    1480
    1481 -    def initialize(self):
    1482          """Initializes the coordinates of all entries with random numbers in [-1, 1]."""
    1483          [entry.initialize_coordinates() for entry in self]
    1484
    1485 -    def sort(self, key=None):
    1486          """
    1487          Sorts the L{ClansEntry}s by their name or by a custom comparison function.
    1488
    1489          @param key: a custom key function
    1490          @type key: function
    1491          """
    1492          self._entries._sort(key)
    1493
    1494          self._has_good_index = False
    1495
    1496 -    def add_group(self, group, members=None):
    1497          """
    1498          Adds a new group.
    1499
    1500          @param group: the new group
    1501          @type group: L{ClansSeqgroup} instance
    1502
    1503          @param members: L{ClansEntry} instances to be in the new group
    1504          @type members: list
    1505
    1506          @raise ValueError: if group is no ClansSeqgroup instance
    1507          """
    1508          self.seqgroups._append_item(group)
    1509
    1510          if members is not None:
    1511              [group.add(member) for member in members]
    1512
    1513 -    def remove_group(self, group):
    1514          """
    1515          Removes a group.
    1516
    1517          @param group: the new group
    1518          @type group: L{ClansSeqgroup} instance
    1519          """
    1520          self.seqgroups._remove_item(group)
    1521
    1522          [group.remove(member) for member in group.members[:]]
    1523
    1524 -    def append_groups_from(self, other):
    1525          '''
    1526          Append the L{ClansSeqgroup}-s of C{other} that contain at least one entry
    1527          that corresponds to an entry in this instance. Entries are compared by
    1528          their name only! Groups without any matching members in this instance are
    1529          not created in the local instance.
    1530
    1531          @param other: the source of the new group definitions
    1532          @type other: L{Clans} instance
    1533          '''
    1534
    1535          for group in other.seqgroups:
    1536              new_group = ClansSeqgroup(name=group.name,
    1537                                        type=group.type,
    1538                                        size=group.size,
    1539                                        hide=group.hide,
    1540                                        color=group.color)
    1541
    1542              for member in group.members:
    1543                  try:
    1544                      new_member = self.get_entry(member.name, pedantic=True)
    1545
    1546                  except ValueError:  # no entry with this name found
    1547                      continue
    1548
    1549                  except DuplicateEntryNameError:
    1550                      raise DuplicateEntryNameError('multiple entries with identical name: {0}'.format(member.name))
    1551
    1552                  new_group.add(new_member)
    1553
    1554              if len(new_group.members) > 0:
    1555                  self.add_group(new_group)
    1556
    1557 -    def add_entry(self, entry):
    1558          """
    1559          Adds an new entry.
    1560
    1561          @param entry: the new entry
    1562          @type entry: L{ClansEntry} instance
    1563
    1564          @raise ValueError: if C{entry} is no L{ClansEntry} instance
    1565          """
    1566          if not isinstance(entry, ClansEntry):
    1567              raise ValueError('entries need to be L{ClansEntry} instances')
    1568
    1569          self.entries._append_item(entry)
    1570          entry._parent = self
    1571
    1572          self._has_good_index = False
    1573
    1574 -    def remove_entry_by_name(self, entry_name):
    1575          """
    1576          Removes an entry fetched by its name.
    1577
    1578          @param entry_name: name of the entry that shall be removed
    1579          @type entry_name: string
    1580          """
    1581          entry = self.get_entry(entry_name, True)
    1582
    1583          self.remove_entry(entry)
    1584
    1585 -    def remove_entry(self, entry):
    1586          """
    1587          Removes an entry.
    1588
    1589          @param entry: the entry that shall be removed
    1590          @type entry: L{ClansEntry} instance
    1591          """
    1592          for other_entry in entry.hsp.keys():
    1593              other_entry.remove_hsp(entry)
    1594
    1595          groups = [g for g in entry.groups]
    1596          for g in groups:
    1597              g.remove(entry)
    1598
    1599          remove_groups = [g for g in self.seqgroups if g.is_empty()]
    1600          [self.seqgroups._remove_item(g) for g in remove_groups]
    1601
    1602          self.entries._remove_item(entry)
    1603          self._has_good_index = False
    1604
    1605 -    def get_entry(self, name, pedantic=True):
    1606          """
    1607          Checks if an entry with name C{name} exists and returns it.
    1608
    1609          @param name: name of the sought entry
    1610          @type name: str
    1611
    1612          @param pedantic: If True, a ValueError is raised if multiple entries
    1613                           with name name are found. If False, returns the first
    1614                           one.
    1615          @type pedantic: bool
    1616
    1617          @raise ValueError: if no entry with name C{name} is found
    1618          @raise DuplicateEntryNameError: if multiple entries with name C{name}
    1619          are found and C{pedantic == True}
    1620
    1621          @rtype: L{ClansEntry}
    1622          @return: entry with name C{name}
    1623          """
    1624
    1625          hits = [e for e in self.entries if e.name == name]
    1626
    1627          if len(hits) == 1:
    1628              return hits[0]
    1629
    1630          elif len(hits) > 1:
    1631              if pedantic:
    1632                  raise DuplicateEntryNameError(
    1633                      'multiple entries have name \'{0}\''.format(name))
    1634              return hits[0]
    1635
    1636          else:
    1637              raise ValueError('ClansEntry {0} does not exist.'.format(name))
    1638
    1639
    1640 -    def restrict_to_max_pvalue(self, cutoff):
    1641          """
    1642          removes all L{ClansEntry}s that have no connections above the C{cutoff}
    1643
    1644          @param cutoff: the cutoff
    1645          @type cutoff: float
    1646          """
    1647          ## loop to hit entries that have no HSPs left after the previous round
    1648          removed_entries = []  # all removed entries go here
    1649          remove_us = ['first_loop_round_starter']
    1650          while len(remove_us) > 0:
    1651
    1652              remove_us = []  # entries removed this round
    1653              for entry in self.entries:
    1654                  hsp_values = entry.hsp.values()
    1655                  if len(hsp_values) == 0 or min(hsp_values) >= cutoff:
    1656                      remove_us.append(entry)
    1657                      removed_entries.append(entry)
    1658
    1659              [self.remove_entry(e) for e in remove_us if e in self]
    1660
    1661          return removed_entries
    1662
    1663 -    def restrict(self, keep_names):
    1664          """
    1665          Removes all entries whose name is not in keep_names
    1666
    1667          @param keep_names: names of entries that shall be kept
    1668          @type keep_names: iterable
    1669          """
    1670
    1671          [self.remove_entry(entry) for entry in
    1672           [e for e in self.entries if e.name not in keep_names]]
    1673
    1674 -    def write(self, filename):
    1675          """
    1676          writes the L{Clans} instance to a file in CLANS format
    1677
    1678          @param filename: the target file\'s name
    1679          @type filename: str
    1680          """
    1681
    1682          with open(filename, 'w') as stream:
    1683              writer = ClansFileWriter(stream)
    1684              writer.serialize(self)
    1685
    1686
    1687 -class ClansEntry(object):
    1688      """
    1689      Class holding the data of one CLANS sequence entry.
    1690
    1691      @param name: the entry name
    1692      @type name: str
    1693
    1694      @param seq: the entry\'s amino acid sequence
    1695      @type seq: str
    1696
    1697      @param coords: coordinates in 3D space
    1698      @type coords: iterable with 3 items
    1699
    1700      @param parent: parent of this entry
    1701      @type parent: L{Clans} instance
    1702      """
    1703
    1704 -    def __init__(self, name=None, seq='', coords=None, parent=None):
    1705          self._name = name
    1706          self._seq = seq
    1707
    1708          if coords is None:
    1709              self.initialize_coordinates()
    1710          else:
    1711              self._coords = coords
    1712
    1713          self._parent = parent
    1714
    1715          self._groups = []
    1716          self._hsp = {}
    1717
    1718 -    def __repr__(self):
    1719          if self.coords is None:
    1720              coords_string = 'NoCoordsSet'
    1721          else:
    1722              coords_string = '({0:.2f}, {1:.2f}, {2:.2f})'.format(
    1723                  *tuple(self.coords))
    1724
    1725          groups = 'not in a group'
    1726          if len(self.groups) > 0:
    1727              groups = 'groups: {0}'.format(
    1728                  ', '.join([g.name for g in self.groups]))
    1729
    1730          return 'ClansEntry "{0}": {1} '.format(
    1731              self.name, '; '.join((coords_string, groups)))
    1732
    1733      @property
    1734 -    def name(self):
    1735          """
    1736          name of the entry
    1737
    1738          raises ValueError if C{value} is not a string
    1739
    1740          @rtype: string
    1741          """
    1742          return self._name
    1743
    1744      @name.setter
    1745 -    def name(self, value):
    1746          if not isinstance(value, csb.core.string):
    1747              raise ValueError(('name cannot be {0} (accepted values: '
    1748                                + 'strings)').format(value))
    1749
    1750          self._name = value
    1751
    1752      @property
    1753 -    def seq(self):
    1754          """
    1755          protein sequence of the entry
    1756
    1757          raises ValueError if C{value} is not a string
    1758
    1759          @rtype: string
    1760          """
    1761          return self._seq
    1762
    1763      @seq.setter
    1764 -    def seq(self, value):
    1765          if not isinstance(value, csb.core.string):
    1766              raise ValueError(('seq cannot be {0} (accepted values: '
    1767                                + 'strings)').format(value))
    1768
    1769          self._seq = value
    1770
    1771      @property
    1772 -    def coords(self):
    1773          """
    1774          entry coordinates in 3D space
    1775
    1776          raises ValueError if C{value} is not an iterable with 3 items
    1777
    1778          @rtype: string
    1779          """
    1780          return self._coords
    1781
    1782      @coords.setter
    1783 -    def coords(self, value):
    1784          if len(value) != 3:
    1785              raise ValueError(('coords cannot be {0} (accepted values: '
    1786                                + 'iteratables with 3 items)').format(value))
    1787
    1788          self._coords = value
    1789
    1790      @property
    1791 -    def parent(self):
    1792          """
    1793          L{Clans} instance that parents this L{ClansEntry}
    1794
    1795          @rtype: L{Clans}
    1796          """
    1797          return self._parent
    1798
    1799      @property
    1800 -    def groups(self):
    1801          """
    1802          L{ClansSeqgroup}s that contain the entry
    1803
    1804          @rtype: list
    1805          """
    1806          return self._groups
    1807
    1808      @property
    1809 -    def hsp(self):
    1810          """
    1811          connections between this and another L{ClansEntry}
    1812
    1813          @rtype: dict
    1814          """
    1815          return self._hsp
    1816
    1817 -    def get_id(self):
    1818          """
    1819          Returns the id of the current entry.
    1820
    1821          Note: the first call to this method triggers L{Clans._update_index},
    1822          which will make it appear slower than successive calls.
    1823
    1824          @rtype: str
    1825          @return: the entrys\' id is returned unless it has no parent in which
    1826          case -1 is returned
    1827          """
    1828
    1829          if self.parent is None:
    1830              return -1
    1831
    1832          if not self.parent._has_good_index:
    1833              self.parent._update_index()
    1834
    1835          return self.parent._idx[self._get_unique_id()]
    1836
    1837 -    def _get_unique_id(self):
    1838          """
    1839          Returns a >>more or less<< unique ID (however this is not guaranteed to be
    1840          really unique) consisting of the name, sequence, and coordinates of the entry.
    1841          If two entries have the same 'unique' id,L{Clans._update_index} will raise a
    1842          DuplicateEntryError.
    1843
    1844          @rtype: str
    1845          @return: a more or less unique id
    1846          """
    1847          return '{0.name}<###>{0.seq}<###>{0.coords}'.format(self)
    1848
    1849 -    def initialize_coordinates(self):
    1850          """Sets the coordinates to random numbers in [-1, 1]"""
    1851          self.coords = random.random(3) * 2 - 1
    1852
    1853 -    def add_hsp(self, other, value):
    1854          """
    1855          Creates an HSP from self to other with the given value.
    1856
    1857          @param other: the other entry
    1858          @type other: L{ClansEntry} instance
    1859
    1860          @param value: the value of the HSP
    1861          @type value: float
    1862          """
    1863          self.hsp[other] = value
    1864          other.hsp[self] = value
    1865
    1866 -    def remove_hsp(self, other):
    1867          """
    1868          Removes the HSP between C{self} and C{other}; if none exists, does
    1869          nothing.
    1870
    1871          @param other: the other entry
    1872          @type other: L{ClansEntry} instance
    1873          """
    1874          if other in self.hsp:
    1875              self.hsp.pop(other)
    1876
    1877          if self in other.hsp:
    1878              other.hsp.pop(self)
    1879
    1880 -    def output_string_seq(self):
    1881          """
    1882          Creates the CLANS <seq> block format representation of the entry.
    1883
    1884          @rtype: str
    1885          @return: entrys\' representation in CLANS <seq> block format
    1886          """
    1887
    1888          return '>{0}\n{1}\n'.format(self.name, self.seq)
    1889
    1890 -    def output_string_pos(self):
    1891          """
    1892          Create the CLANS <pos> block format representation of the entry.
    1893
    1894          @rtype: str
    1895          @return: entrys\' representation in CLANS <pos> block format
    1896          """
    1897          return '{0} {1:.8f} {2:.8f} {3:.8f}'.format(
    1898              *tuple([self.get_id()] + list(self.coords)))
    1899
    1900 -    def output_string_hsp(self):
    1901          """
    1902          Creates the CLANS <hsp> block format representation of the entry.
    1903
    1904
    1905          @rtype: str
    1906          @return: entrys\' representation in CLANS <hsp> block format
    1907          """
    1908          return '\n'.join(['{0} {1}:{2:.8f}'.format(self.get_id(),
    1909                                                     other.get_id(), value)
    1910                            for (other, value) in self.hsp.items()])
    1911
    1912
    1913 -class ClansSeqgroup(object):
    1914      """
    1915      Class holding the data of one CLANS group (seqgroup).
    1916
    1917      @kwparam name: name of the seqgroup
    1918      @type name: string
    1919
    1920      @kwparam type: symbol used to represent the seqgroup in the graphical
    1921      output
    1922      @type type: int
    1923
    1924      @kwparam size: size of the symbol used to represent the seqgroup in the
    1925      graphical output
    1926      @type size: int
    1927
    1928      @kwparam hide: if True, the seqgroup\'s symbols in the graphical output are
    1929      not drawn; default: False
    1930      @type hide: bool
    1931
    1932      @kwparam color: color of the seqgroup
    1933      @type color: L{Color} or string formatted like \'x;y;z\'
    1934
    1935      @kwparam members: list of members of this seqgroup
    1936      @type members: list
    1937      """
    1938
    1939 -    def __init__(self, **kw):
    1940          self._name = None
    1941          self.name = kw.pop('name', 'NO NAME')
    1942
    1943          self._type = None
    1944          self.type = kw.pop('type', 0)
    1945
    1946          self._size = None
    1947          self.size = kw.pop('size', 4)
    1948
    1949          self._hide = None
    1950          self.hide = kw.pop('hide', False)
    1951
    1952          self._color = None
    1953          self.color = kw.pop('color', (255, 255, 255))
    1954
    1955          self._members = []
    1956          if 'members' in kw:
    1957              for member in kw['members']:
    1958                  self.add(member)
    1959
    1960 -    def __repr__(self):
    1961          return ('ClansSeqgroup {0.name}: type: {0.type}; size: {0.size}; hide:'
    1962                  + ' {0.hide}; color: {1}; #members: {2}').format(
    1963              self, self.color.to_clans_color(), len(self.members))
    1964
    1965 -    def __len__(self):
    1966          return len(self.members)
    1967
    1968      @property
    1969 -    def name(self):
    1970          """
    1971          name of the seqgroup
    1972
    1973          raises ValueError if C{value} is no string
    1974
    1975          @rtype: string
    1976          """
    1977          return self._name
    1978
    1979      @name.setter
    1980 -    def name(self, value):
    1981          if not isinstance(value, csb.core.string):
    1982              raise ValueError('name must be a string')
    1983          self._name = value
    1984
    1985      @property
    1986 -    def type(self):
    1987          """
    1988          symbol used to represent the seqgroup in the graphical output
    1989
    1990          raises ValueError if C{value} is not castable to int
    1991
    1992          @rtype: int
    1993          """
    1994          return self._type
    1995
    1996      @type.setter
    1997 -    def type(self, value):
    1998          self._type = int(value)
    1999
    2000      @property
    2001 -    def size(self):
    2002          """
    2003          size of the symbol used to represent the seqgroup in the graphical
    2004          output
    2005
    2006          raises ValueError if C{value} is not castable to int
    2007
    2008          @rtype: int
    2009          """
    2010          return self._size
    2011
    2012      @size.setter
    2013 -    def size(self, value):
    2014          self._size = int(value)
    2015
    2016      @property
    2017 -    def hide(self):
    2018          """
    2019          if True, the seqgroup\'s symbols in the graphical output are not drawn
    2020
    2021          raises ValueError if C{value} is no bool
    2022
    2023          @rtype: int
    2024          """
    2025          return self._hide
    2026
    2027      @hide.setter
    2028 -    def hide(self, value):
    2029          if not isinstance(value, bool):
    2030              raise ValueError(('hide cannot be {0} (accepted values: '
    2031                                + 'True/False)').format(value))
    2032
    2033          self._hide = value
    2034
    2035      @property
    2036 -    def color(self):
    2037          """
    2038          color of the seqgroup
    2039
    2040          raises ValueError if set to a wrongly formatted string (correct:
    2041          \'{r};{g};{b}\')
    2042
    2043          @rtype: L{Color}
    2044          """
    2045          return self._color
    2046
    2047      @color.setter
    2048 -    def color(self, value, separator=';'):
    2049          # set values to those of existing Color instance
    2050          if isinstance(value, Color):
    2051              self._color = value
    2052              return
    2053
    2054          ## parse color from string in format 'r;g;b'
    2055          if isinstance(value, csb.core.string):
    2056              self._color = Color.from_string(value)
    2057              return
    2058
    2059          # parse 3-item iterables like (3, 5, 6)
    2060          if len(value) == 3:
    2061              self._color = Color(*tuple(map(int, value)))
    2062              return
    2063
    2064          raise ValueError('cannot parse color from \'{0}\''.format(value))
    2065
    2066
    2067      @property
    2068 -    def members(self):
    2069          """
    2070          the members of this seqgroup
    2071
    2072          @rtype: list
    2073          """
    2074          return self._members
    2075
    2076 -    def is_empty(self):
    2077          """
    2078          Checks if the group contains entries.
    2079
    2080          @rtype: bool
    2081          @return: True if the group contains no entries, else False.
    2082          """
    2083          return len(self) == 0
    2084
    2085 -    def add(self, new_member):
    2086          """
    2087          Adds entry C{new_member} to this L{ClansSeqgroup}.
    2088
    2089          @Note: L{ClansEntry}-s added using this method that are not part of the
    2090          main L{Clans} instance need to be added to the L{Clans} instance manually.
    2091
    2092          @param new_member: the member that shall be added to this
    2093          L{ClansSeqgroup}
    2094          @type new_member: L{ClansEntry} instance
    2095
    2096          @raise TypeError: if C{new_member} is no L{ClansEntry} instance
    2097          @raise ValueError: if C{new_member} is already contained in this
    2098          L{ClansSeqgroup}
    2099          """
    2100          if not isinstance(new_member, ClansEntry):
    2101              raise TypeError('only ClansEntry instances can be added as ' +
    2102                              'group members')
    2103
    2104          if self.members.count(new_member) > 0:
    2105              raise ValueError(('entry {0.name} is already contained in this '
    2106                                + 'seqgroup').format(new_member))
    2107
    2108          self.members.append(new_member)
    2109          new_member.groups.append(self)
    2110
    2111 -    def remove(self, member):
    2112          """
    2113          Removes L{ClansEntry} C{member} from this group.
    2114
    2115          @param member: the member to be removed
    2116          @type member: a L{ClansEntry} instance
    2117
    2118          @raise TypeError: if C{member} is no L{ClansEntry} instance
    2119          @raise ValueError: if C{member} is not part of this L{ClansSeqgroup}
    2120          """
    2121          if not isinstance(member, ClansEntry):
    2122              raise TypeError('argument must be a ClansEntry instance')
    2123
    2124          if self.members.count(member) == 0:
    2125              raise ValueError(('"{0.name}" is not a member of this '
    2126                              + 'seqgroup').format(member))
    2127
    2128          self.members.remove(member)
    2129          member.groups.remove(self)
    2130
    2131 -    def output_string(self):
    2132          """
    2133          Creates the CLANS <seqgroup> block format representation of the
    2134          group.
    2135
    2136          @rtype: str
    2137          @return: entrys\' representation in CLANS <seqgroup> block format
    2138          """
    2139          sorted_members = sorted([m.get_id() for m in self.members])
    2140          return ('name={0.name}\ntype={0.type}\nsize={0.size}\nhide={1}'
    2141                  + '\ncolor={2}\nnumbers={3}').format(
    2142              self, int(self.hide), self.color.to_clans_color(),
    2143              ';'.join([str(val) for val in sorted_members]) + ';')
    2144