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IMP Reference Guide  2.12.0
The Integrative Modeling Platform
modeller/__init__.py
1 # This file was automatically generated by SWIG (http://www.swig.org).
2 # Version 3.0.10
3 #
4 # Do not make changes to this file unless you know what you are doing--modify
5 # the SWIG interface file instead.
6 
7 # This wrapper is part of IMP,
8 # Copyright 2007-2019 IMP Inventors. All rights reserved.
9 
10 from __future__ import print_function, division, absolute_import
11 
12 
13 
14 
15 from sys import version_info as _swig_python_version_info
16 if _swig_python_version_info >= (2, 7, 0):
17  def swig_import_helper():
18  import importlib
19  pkg = __name__.rpartition('.')[0]
20  mname = '.'.join((pkg, '_IMP_modeller')).lstrip('.')
21  try:
22  return importlib.import_module(mname)
23  except ImportError:
24  return importlib.import_module('_IMP_modeller')
25  _IMP_modeller = swig_import_helper()
26  del swig_import_helper
27 elif _swig_python_version_info >= (2, 6, 0):
28  def swig_import_helper():
29  from os.path import dirname
30  import imp
31  fp = None
32  try:
33  fp, pathname, description = imp.find_module('_IMP_modeller', [dirname(__file__)])
34  except ImportError:
35  import _IMP_modeller
36  return _IMP_modeller
37  if fp is not None:
38  try:
39  _mod = imp.load_module('_IMP_modeller', fp, pathname, description)
40  finally:
41  fp.close()
42  return _mod
43  _IMP_modeller = swig_import_helper()
44  del swig_import_helper
45 else:
46  import _IMP_modeller
47 del _swig_python_version_info
48 try:
49  _swig_property = property
50 except NameError:
51  pass # Python < 2.2 doesn't have 'property'.
52 
53 try:
54  import builtins as __builtin__
55 except ImportError:
56  import __builtin__
57 
58 def _swig_setattr_nondynamic(self, class_type, name, value, static=1):
59  if (name == "thisown"):
60  return self.this.own(value)
61  if (name == "this"):
62  if type(value).__name__ == 'SwigPyObject':
63  self.__dict__[name] = value
64  return
65  method = class_type.__swig_setmethods__.get(name, None)
66  if method:
67  return method(self, value)
68  if (not static):
69  object.__setattr__(self, name, value)
70  else:
71  raise AttributeError("You cannot add attributes to %s" % self)
72 
73 
74 def _swig_setattr(self, class_type, name, value):
75  return _swig_setattr_nondynamic(self, class_type, name, value, 0)
76 
77 
78 def _swig_getattr(self, class_type, name):
79  if (name == "thisown"):
80  return self.this.own()
81  method = class_type.__swig_getmethods__.get(name, None)
82  if method:
83  return method(self)
84  raise AttributeError("'%s' object has no attribute '%s'" % (class_type.__name__, name))
85 
86 
87 def _swig_repr(self):
88  try:
89  strthis = "proxy of " + self.this.__repr__()
90  except __builtin__.Exception:
91  strthis = ""
92  return "<%s.%s; %s >" % (self.__class__.__module__, self.__class__.__name__, strthis,)
93 
94 
95 def _swig_setattr_nondynamic_method(set):
96  def set_attr(self, name, value):
97  if (name == "thisown"):
98  return self.this.own(value)
99  if hasattr(self, name) or (name == "this"):
100  set(self, name, value)
101  else:
102  raise AttributeError("You cannot add attributes to %s" % self)
103  return set_attr
104 
105 
106 try:
107  import weakref
108  weakref_proxy = weakref.proxy
109 except __builtin__.Exception:
110  weakref_proxy = lambda x: x
111 
112 
113 class IMP_MODELLER_SwigPyIterator(object):
114  """Proxy of C++ swig::IMP_MODELLER_SwigPyIterator class."""
115 
116  thisown = _swig_property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc='The membership flag')
117 
118  def __init__(self, *args, **kwargs):
119  raise AttributeError("No constructor defined - class is abstract")
120  __repr__ = _swig_repr
121  __swig_destroy__ = _IMP_modeller.delete_IMP_MODELLER_SwigPyIterator
122  __del__ = lambda self: None
123 
124  def value(self):
125  """value(IMP_MODELLER_SwigPyIterator self) -> PyObject *"""
126  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_value(self)
127 
128 
129  def incr(self, n=1):
130  """
131  incr(IMP_MODELLER_SwigPyIterator self, size_t n=1) -> IMP_MODELLER_SwigPyIterator
132  incr(IMP_MODELLER_SwigPyIterator self) -> IMP_MODELLER_SwigPyIterator
133  """
134  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_incr(self, n)
135 
136 
137  def decr(self, n=1):
138  """
139  decr(IMP_MODELLER_SwigPyIterator self, size_t n=1) -> IMP_MODELLER_SwigPyIterator
140  decr(IMP_MODELLER_SwigPyIterator self) -> IMP_MODELLER_SwigPyIterator
141  """
142  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_decr(self, n)
143 
144 
145  def distance(self, x):
146  """distance(IMP_MODELLER_SwigPyIterator self, IMP_MODELLER_SwigPyIterator x) -> ptrdiff_t"""
147  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_distance(self, x)
148 
149 
150  def equal(self, x):
151  """equal(IMP_MODELLER_SwigPyIterator self, IMP_MODELLER_SwigPyIterator x) -> bool"""
152  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_equal(self, x)
153 
154 
155  def copy(self):
156  """copy(IMP_MODELLER_SwigPyIterator self) -> IMP_MODELLER_SwigPyIterator"""
157  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_copy(self)
158 
159 
160  def next(self):
161  """next(IMP_MODELLER_SwigPyIterator self) -> PyObject *"""
162  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_next(self)
163 
164 
165  def __next__(self):
166  """__next__(IMP_MODELLER_SwigPyIterator self) -> PyObject *"""
167  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___next__(self)
168 
169 
170  def previous(self):
171  """previous(IMP_MODELLER_SwigPyIterator self) -> PyObject *"""
172  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_previous(self)
173 
174 
175  def advance(self, n):
176  """advance(IMP_MODELLER_SwigPyIterator self, ptrdiff_t n) -> IMP_MODELLER_SwigPyIterator"""
177  return _IMP_modeller.IMP_MODELLER_SwigPyIterator_advance(self, n)
178 
179 
180  def __eq__(self, x):
181  """__eq__(IMP_MODELLER_SwigPyIterator self, IMP_MODELLER_SwigPyIterator x) -> bool"""
182  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___eq__(self, x)
183 
184 
185  def __ne__(self, x):
186  """__ne__(IMP_MODELLER_SwigPyIterator self, IMP_MODELLER_SwigPyIterator x) -> bool"""
187  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___ne__(self, x)
188 
189 
190  def __iadd__(self, n):
191  """__iadd__(IMP_MODELLER_SwigPyIterator self, ptrdiff_t n) -> IMP_MODELLER_SwigPyIterator"""
192  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___iadd__(self, n)
193 
194 
195  def __isub__(self, n):
196  """__isub__(IMP_MODELLER_SwigPyIterator self, ptrdiff_t n) -> IMP_MODELLER_SwigPyIterator"""
197  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___isub__(self, n)
198 
199 
200  def __add__(self, n):
201  """__add__(IMP_MODELLER_SwigPyIterator self, ptrdiff_t n) -> IMP_MODELLER_SwigPyIterator"""
202  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___add__(self, n)
203 
204 
205  def __sub__(self, *args):
206  """
207  __sub__(IMP_MODELLER_SwigPyIterator self, ptrdiff_t n) -> IMP_MODELLER_SwigPyIterator
208  __sub__(IMP_MODELLER_SwigPyIterator self, IMP_MODELLER_SwigPyIterator x) -> ptrdiff_t
209  """
210  return _IMP_modeller.IMP_MODELLER_SwigPyIterator___sub__(self, *args)
211 
212  def __iter__(self):
213  return self
214 IMP_MODELLER_SwigPyIterator_swigregister = _IMP_modeller.IMP_MODELLER_SwigPyIterator_swigregister
215 IMP_MODELLER_SwigPyIterator_swigregister(IMP_MODELLER_SwigPyIterator)
216 
217 
218 _value_types=[]
219 _object_types=[]
220 _raii_types=[]
221 _plural_types=[]
222 
223 IMP_DEBUG = _IMP_modeller.IMP_DEBUG
224 IMP_RELEASE = _IMP_modeller.IMP_RELEASE
225 IMP_SILENT = _IMP_modeller.IMP_SILENT
226 IMP_PROGRESS = _IMP_modeller.IMP_PROGRESS
227 IMP_TERSE = _IMP_modeller.IMP_TERSE
228 IMP_VERBOSE = _IMP_modeller.IMP_VERBOSE
229 IMP_MEMORY = _IMP_modeller.IMP_MEMORY
230 IMP_NONE = _IMP_modeller.IMP_NONE
231 IMP_USAGE = _IMP_modeller.IMP_USAGE
232 IMP_INTERNAL = _IMP_modeller.IMP_INTERNAL
233 IMP_KERNEL_HAS_LOG4CXX = _IMP_modeller.IMP_KERNEL_HAS_LOG4CXX
234 IMP_COMPILER_HAS_AUTO = _IMP_modeller.IMP_COMPILER_HAS_AUTO
235 IMP_COMPILER_HAS_DEBUG_VECTOR = _IMP_modeller.IMP_COMPILER_HAS_DEBUG_VECTOR
236 IMP_COMPILER_HAS_UNIQUE_PTR = _IMP_modeller.IMP_COMPILER_HAS_UNIQUE_PTR
237 IMP_KERNEL_HAS_BOOST_RANDOM = _IMP_modeller.IMP_KERNEL_HAS_BOOST_RANDOM
238 IMP_KERNEL_HAS_NUMPY = _IMP_modeller.IMP_KERNEL_HAS_NUMPY
239 IMP_KERNEL_HAS_GPERFTOOLS = _IMP_modeller.IMP_KERNEL_HAS_GPERFTOOLS
240 IMP_KERNEL_HAS_TCMALLOC_HEAPCHECKER = _IMP_modeller.IMP_KERNEL_HAS_TCMALLOC_HEAPCHECKER
241 IMP_KERNEL_HAS_TCMALLOC_HEAPPROFILER = _IMP_modeller.IMP_KERNEL_HAS_TCMALLOC_HEAPPROFILER
242 IMPKERNEL_SHOW_WARNINGS = _IMP_modeller.IMPKERNEL_SHOW_WARNINGS
243 
244 import sys
245 class _DirectorObjects(object):
246  """@internal Simple class to keep references to director objects
247  to prevent premature deletion."""
248  def __init__(self):
249  self._objects = []
250  def register(self, obj):
251  """Take a reference to a director object; will only work for
252  refcounted C++ classes"""
253  if hasattr(obj, 'get_ref_count'):
254  self._objects.append(obj)
255  def cleanup(self):
256  """Only drop our reference and allow cleanup by Python if no other
257  Python references exist (we hold 3 references: one in self._objects,
258  one in x, and one in the argument list for getrefcount) *and* no
259  other C++ references exist (the Python object always holds one)"""
260  objs = [x for x in self._objects if sys.getrefcount(x) > 3 \
261  or x.get_ref_count() > 1]
262 # Do in two steps so the references are kept until the end of the
263 # function (deleting references may trigger a fresh call to this method)
264  self._objects = objs
265  def get_object_count(self):
266  """Get number of director objects (useful for testing only)"""
267  return len(self._objects)
268 _director_objects = _DirectorObjects()
269 
270 class _ostream(object):
271  """Proxy of C++ std::ostream class."""
272 
273  thisown = _swig_property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc='The membership flag')
274 
275  def __init__(self, *args, **kwargs):
276  raise AttributeError("No constructor defined")
277  __repr__ = _swig_repr
278 
279  def write(self, osa_buf):
280  """write(_ostream self, char const * osa_buf)"""
281  return _IMP_modeller._ostream_write(self, osa_buf)
282 
283 _ostream_swigregister = _IMP_modeller._ostream_swigregister
284 _ostream_swigregister(_ostream)
285 
286 IMP_COMPILER_HAS_OVERRIDE = _IMP_modeller.IMP_COMPILER_HAS_OVERRIDE
287 IMP_COMPILER_HAS_FINAL = _IMP_modeller.IMP_COMPILER_HAS_FINAL
288 IMP_HAS_NOEXCEPT = _IMP_modeller.IMP_HAS_NOEXCEPT
289 IMP_C_OPEN_BINARY = _IMP_modeller.IMP_C_OPEN_BINARY
290 import IMP
291 IMP_CGAL_HAS_BOOST_FILESYSTEM = _IMP_modeller.IMP_CGAL_HAS_BOOST_FILESYSTEM
292 IMP_CGAL_HAS_BOOST_PROGRAMOPTIONS = _IMP_modeller.IMP_CGAL_HAS_BOOST_PROGRAMOPTIONS
293 IMP_CGAL_HAS_BOOST_RANDOM = _IMP_modeller.IMP_CGAL_HAS_BOOST_RANDOM
294 IMP_CGAL_HAS_BOOST_SYSTEM = _IMP_modeller.IMP_CGAL_HAS_BOOST_SYSTEM
295 IMP_CGAL_HAS_NUMPY = _IMP_modeller.IMP_CGAL_HAS_NUMPY
296 IMPCGAL_SHOW_WARNINGS = _IMP_modeller.IMPCGAL_SHOW_WARNINGS
297 import IMP.cgal
298 IMP_ALGEBRA_HAS_IMP_CGAL = _IMP_modeller.IMP_ALGEBRA_HAS_IMP_CGAL
299 IMP_ALGEBRA_HAS_BOOST_FILESYSTEM = _IMP_modeller.IMP_ALGEBRA_HAS_BOOST_FILESYSTEM
300 IMP_ALGEBRA_HAS_BOOST_PROGRAMOPTIONS = _IMP_modeller.IMP_ALGEBRA_HAS_BOOST_PROGRAMOPTIONS
301 IMP_ALGEBRA_HAS_BOOST_RANDOM = _IMP_modeller.IMP_ALGEBRA_HAS_BOOST_RANDOM
302 IMP_ALGEBRA_HAS_BOOST_SYSTEM = _IMP_modeller.IMP_ALGEBRA_HAS_BOOST_SYSTEM
303 IMP_ALGEBRA_HAS_CGAL = _IMP_modeller.IMP_ALGEBRA_HAS_CGAL
304 IMP_ALGEBRA_HAS_NUMPY = _IMP_modeller.IMP_ALGEBRA_HAS_NUMPY
305 IMP_ALGEBRA_HAS_ANN = _IMP_modeller.IMP_ALGEBRA_HAS_ANN
306 IMPALGEBRA_SHOW_WARNINGS = _IMP_modeller.IMPALGEBRA_SHOW_WARNINGS
307 import IMP.algebra
308 IMP_DISPLAY_HAS_IMP_CGAL = _IMP_modeller.IMP_DISPLAY_HAS_IMP_CGAL
309 IMP_DISPLAY_HAS_BOOST_FILESYSTEM = _IMP_modeller.IMP_DISPLAY_HAS_BOOST_FILESYSTEM
310 IMP_DISPLAY_HAS_BOOST_PROGRAMOPTIONS = _IMP_modeller.IMP_DISPLAY_HAS_BOOST_PROGRAMOPTIONS
311 IMP_DISPLAY_HAS_BOOST_RANDOM = _IMP_modeller.IMP_DISPLAY_HAS_BOOST_RANDOM
312 IMP_DISPLAY_HAS_BOOST_SYSTEM = _IMP_modeller.IMP_DISPLAY_HAS_BOOST_SYSTEM
313 IMP_DISPLAY_HAS_CGAL = _IMP_modeller.IMP_DISPLAY_HAS_CGAL
314 IMP_DISPLAY_HAS_NUMPY = _IMP_modeller.IMP_DISPLAY_HAS_NUMPY
315 IMPDISPLAY_SHOW_WARNINGS = _IMP_modeller.IMPDISPLAY_SHOW_WARNINGS
316 import IMP.display
317 IMP_SCORE_FUNCTOR_HAS_IMP_CGAL = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_IMP_CGAL
318 IMP_SCORE_FUNCTOR_HAS_BOOST_FILESYSTEM = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_BOOST_FILESYSTEM
319 IMP_SCORE_FUNCTOR_HAS_BOOST_PROGRAMOPTIONS = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_BOOST_PROGRAMOPTIONS
320 IMP_SCORE_FUNCTOR_HAS_BOOST_RANDOM = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_BOOST_RANDOM
321 IMP_SCORE_FUNCTOR_HAS_BOOST_SYSTEM = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_BOOST_SYSTEM
322 IMP_SCORE_FUNCTOR_HAS_CGAL = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_CGAL
323 IMP_SCORE_FUNCTOR_HAS_HDF5 = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_HDF5
324 IMP_SCORE_FUNCTOR_HAS_NUMPY = _IMP_modeller.IMP_SCORE_FUNCTOR_HAS_NUMPY
325 IMPSCOREFUNCTOR_SHOW_WARNINGS = _IMP_modeller.IMPSCOREFUNCTOR_SHOW_WARNINGS
326 import IMP.score_functor
327 IMP_CORE_HAS_IMP_CGAL = _IMP_modeller.IMP_CORE_HAS_IMP_CGAL
328 IMP_CORE_HAS_IMP_KERNEL = _IMP_modeller.IMP_CORE_HAS_IMP_KERNEL
329 IMP_CORE_HAS_BOOST_FILESYSTEM = _IMP_modeller.IMP_CORE_HAS_BOOST_FILESYSTEM
330 IMP_CORE_HAS_BOOST_PROGRAMOPTIONS = _IMP_modeller.IMP_CORE_HAS_BOOST_PROGRAMOPTIONS
331 IMP_CORE_HAS_BOOST_RANDOM = _IMP_modeller.IMP_CORE_HAS_BOOST_RANDOM
332 IMP_CORE_HAS_BOOST_SYSTEM = _IMP_modeller.IMP_CORE_HAS_BOOST_SYSTEM
333 IMP_CORE_HAS_CGAL = _IMP_modeller.IMP_CORE_HAS_CGAL
334 IMP_CORE_HAS_HDF5 = _IMP_modeller.IMP_CORE_HAS_HDF5
335 IMP_CORE_HAS_NUMPY = _IMP_modeller.IMP_CORE_HAS_NUMPY
336 IMPCORE_SHOW_WARNINGS = _IMP_modeller.IMPCORE_SHOW_WARNINGS
337 import IMP.core
338 IMP_MODELLER_HAS_IMP_ALGEBRA = _IMP_modeller.IMP_MODELLER_HAS_IMP_ALGEBRA
339 IMP_MODELLER_HAS_IMP_CGAL = _IMP_modeller.IMP_MODELLER_HAS_IMP_CGAL
340 IMP_MODELLER_HAS_IMP_DISPLAY = _IMP_modeller.IMP_MODELLER_HAS_IMP_DISPLAY
341 IMP_MODELLER_HAS_IMP_KERNEL = _IMP_modeller.IMP_MODELLER_HAS_IMP_KERNEL
342 IMP_MODELLER_HAS_IMP_SCORE_FUNCTOR = _IMP_modeller.IMP_MODELLER_HAS_IMP_SCORE_FUNCTOR
343 IMP_MODELLER_HAS_BOOST_FILESYSTEM = _IMP_modeller.IMP_MODELLER_HAS_BOOST_FILESYSTEM
344 IMP_MODELLER_HAS_BOOST_PROGRAMOPTIONS = _IMP_modeller.IMP_MODELLER_HAS_BOOST_PROGRAMOPTIONS
345 IMP_MODELLER_HAS_BOOST_RANDOM = _IMP_modeller.IMP_MODELLER_HAS_BOOST_RANDOM
346 IMP_MODELLER_HAS_BOOST_SYSTEM = _IMP_modeller.IMP_MODELLER_HAS_BOOST_SYSTEM
347 IMP_MODELLER_HAS_CGAL = _IMP_modeller.IMP_MODELLER_HAS_CGAL
348 IMP_MODELLER_HAS_HDF5 = _IMP_modeller.IMP_MODELLER_HAS_HDF5
349 IMP_MODELLER_HAS_NUMPY = _IMP_modeller.IMP_MODELLER_HAS_NUMPY
350 IMP_MODELLER_HAS_PYTHON_IHM = _IMP_modeller.IMP_MODELLER_HAS_PYTHON_IHM
351 IMPMODELLER_SHOW_WARNINGS = _IMP_modeller.IMPMODELLER_SHOW_WARNINGS
352 
353 
354 import math
355 import imp
356 import os
357 import sys
358 import tempfile
359 import shutil
360 import IMP.atom
361 import IMP.container
362 import modeller.scripts
363 import modeller.optimizers
364 
365 class _TempDir(object):
366  """Make a temporary directory that is deleted when the object is."""
367 
368  def __init__(self):
369  self.tmpdir = tempfile.mkdtemp()
370 
371  def __del__(self):
372  shutil.rmtree(self.tmpdir, ignore_errors=True)
373 
374 
375 class IMPRestraints(modeller.terms.energy_term):
376  """A Modeller restraint which evaluates an IMP scoring function.
377  This can be used to incorporate IMP Restraints into an existing
378  comparative modeling pipeline, or to use Modeller optimizers or
379  protocols.
380  """
381 
382  _physical_type = modeller.physical.absposition
383 
384  def __init__(self, particles, scoring_function=None):
385  """Constructor.
386  @param particles A list of the IMP atoms (as Particle objects),
387  same order as the Modeller atoms.
388  @param scoring_function An IMP::ScoringFunction object that will
389  be incorporated into the Modeller score (molpdf).
390  @note since Modeller, unlike IMP, is sensitive to the ordering
391  of atoms, it usually makes sense to create the model in
392  Modeller and then use ModelLoader to load it into IMP,
393  since that will preserve the Modeller atom ordering in IMP.
394  """
395  modeller.terms.energy_term.__init__(self)
396  self._particles = particles
397  if scoring_function:
398  self._sf = scoring_function
399  else:
400  self._sf = particles[0].get_model()
401 
402  def eval(self, mdl, deriv, indats):
403  atoms = self.indices_to_atoms(mdl, indats)
404  _copy_modeller_coords_to_imp(atoms, self._particles)
405  if len(self._particles) == 0:
406  score = 0.
407  else:
408  score = self._sf.evaluate(deriv)
409  if deriv:
410  dvx = [0.] * len(indats)
411  dvy = [0.] * len(indats)
412  dvz = [0.] * len(indats)
413  _get_imp_derivs(self._particles, dvx, dvy, dvz)
414  return (score, dvx, dvy, dvz)
415  else:
416  return score
417 
418 
420  """An IMP restraint using all defined Modeller restraints.
421  This is useful if you want to use Modeller restraints with an IMP
422  optimizer, or in combination with IMP restraints.
423 
424  @note Currently only the coordinates of the atoms are translated
425  between Modeller and IMP; thus, a Modeller restraint which
426  uses any other attribute (e.g. charge) will not react if
427  this attribute is changed by IMP.
428  """
429 
430  def __init__(self, model, modeller_model, particles):
431  """Constructor.
432  @param model The IMP Model object.
433  @param modeller_model The Modeller model object.
434  @param particles A list of the IMP atoms (as Particle objects),
435  in the same order as the Modeller atoms.
436  @note since Modeller, unlike IMP, is sensitive to the ordering
437  of atoms, it usually makes sense to create the model in
438  Modeller and then use ModelLoader to load it into IMP,
439  since that will preserve the Modeller atom ordering in IMP.
440  """
441  def get_particle(x):
442  if hasattr(x, 'get_particle'):
443  return x.get_particle()
444  else:
445  return x
446  IMP.Restraint.__init__(self, model, "ModellerRestraints %1%")
447  self._modeller_model = modeller_model
448  self._particles = [get_particle(x) for x in particles]
449 
450  def unprotected_evaluate(self, accum):
451  atoms = self._modeller_model.atoms
452  sel = modeller.selection(self._modeller_model)
453  _copy_imp_coords_to_modeller(self._particles, atoms)
454  energies = sel.energy()
455  if accum:
456  _add_modeller_derivs_to_imp(atoms, self._particles, accum)
457 
458  return energies[0]
459 
460  def get_version_info(self):
461  return IMP.VersionInfo("IMP developers", "0.1")
462  def do_show(self, fh):
463  fh.write("ModellerRestraints")
464  def do_get_inputs(self):
465  return self._particles
466 
467 
468 def _copy_imp_coords_to_modeller(particles, atoms):
469  """Copy atom coordinates from IMP to Modeller"""
470  xkey = IMP.FloatKey("x")
471  ykey = IMP.FloatKey("y")
472  zkey = IMP.FloatKey("z")
473  for (num, at) in enumerate(atoms):
474  at.x = particles[num].get_value(xkey)
475  at.y = particles[num].get_value(ykey)
476  at.z = particles[num].get_value(zkey)
477 
478 
479 def _copy_modeller_coords_to_imp(atoms, particles):
480  """Copy atom coordinates from Modeller to IMP"""
481  xkey = IMP.FloatKey("x")
482  ykey = IMP.FloatKey("y")
483  zkey = IMP.FloatKey("z")
484  for (num, at) in enumerate(atoms):
485  particles[num].set_value(xkey, at.x)
486  particles[num].set_value(ykey, at.y)
487  particles[num].set_value(zkey, at.z)
488 
489 
490 def _add_modeller_derivs_to_imp(atoms, particles, accum):
491  """Add atom derivatives from Modeller to IMP"""
492  for (num, at) in enumerate(atoms):
493  xyz = IMP.core.XYZ(particles[num])
494  xyz.add_to_derivative(0, at.dvx, accum)
495  xyz.add_to_derivative(1, at.dvy, accum)
496  xyz.add_to_derivative(2, at.dvz, accum)
497 
498 
499 def _get_imp_derivs(particles, dvx, dvy, dvz):
500  """Move atom derivatives from IMP to Modeller"""
501  xkey = IMP.FloatKey("x")
502  ykey = IMP.FloatKey("y")
503  zkey = IMP.FloatKey("z")
504  for idx in range(0, len(dvx)):
505  dvx[idx] = particles[idx].get_derivative(xkey)
506  dvy[idx] = particles[idx].get_derivative(ykey)
507  dvz[idx] = particles[idx].get_derivative(zkey)
508 
509 
510 # Generators to create IMP UnaryFunction objects from Modeller parameters:
511 def _HarmonicLowerBoundGenerator(parameters, modalities):
512  (mean, stdev) = parameters
514  return IMP.core.HarmonicLowerBound(mean, k)
515 
516 def _HarmonicUpperBoundGenerator(parameters, modalities):
517  (mean, stdev) = parameters
519  return IMP.core.HarmonicUpperBound(mean, k)
520 
521 def _HarmonicGenerator(parameters, modalities):
522  (mean, stdev) = parameters
524  return IMP.core.Harmonic(mean, k)
525 
526 def _CosineGenerator(parameters, modalities):
527  (phase, force_constant) = parameters
528  (periodicity,) = modalities
529  return IMP.core.Cosine(force_constant, periodicity, phase)
530 
531 def _LinearGenerator(parameters, modalities):
532  (scale,) = parameters
533  return IMP.core.Linear(0, scale)
534 
535 def _SplineGenerator(parameters, modalities):
536  (open, low, high, delta, lowderiv, highderiv) = parameters[:6]
537  values = []
538  for v in parameters[6:]:
539  values.append(v)
540  if open < 0.0:
541  return IMP.core.ClosedCubicSpline(values, low, delta)
542  else:
543  return IMP.core.OpenCubicSpline(values, low, delta)
544 
545 #: Mapping from Modeller math form number to a unary function generator
546 _unary_func_generators = {
547  1: _HarmonicLowerBoundGenerator,
548  2: _HarmonicUpperBoundGenerator,
549  3: _HarmonicGenerator,
550  7: _CosineGenerator,
551  8: _LinearGenerator,
552  10: _SplineGenerator,
553 }
554 
555 # Generators to make IMP Restraint objects from Modeller features
556 def _DistanceRestraintGenerator(form, modalities, atoms, parameters):
557  unary_func_gen = _unary_func_generators[form]
558  return IMP.core.DistanceRestraint(atoms[0].get_model(),
559  unary_func_gen(parameters, modalities),
560  atoms[0], atoms[1])
561 
562 def _AngleRestraintGenerator(form, modalities, atoms, parameters):
563  unary_func_gen = _unary_func_generators[form]
564  return IMP.core.AngleRestraint(atoms[0].get_model(),
565  unary_func_gen(parameters, modalities),
566  atoms[0], atoms[1], atoms[2])
567 
568 def _MultiBinormalGenerator(form, modalities, atoms, parameters):
569  nterms = modalities[0]
570  if len(parameters) != nterms * 6:
571  raise ValueError("Incorrect number of parameters (%d) for multiple "
572  "binormal restraint - expecting %d (%d terms * 6)" \
573  % (len(parameters), nterms * 6, nterms))
574  r = IMP.core.MultipleBinormalRestraint(atoms[0].get_model(),
575  atoms[:4], atoms[4:8])
576  for i in range(nterms):
578  t.set_weight(parameters[i])
579  t.set_means((parameters[nterms + i * 2],
580  parameters[nterms + i * 2 + 1]))
581  t.set_standard_deviations((parameters[nterms * 3 + i * 2],
582  parameters[nterms * 3 + i * 2 + 1]))
583  t.set_correlation(parameters[nterms * 5 + i])
584  r.add_term(t)
585  return r
586 
587 def _DihedralRestraintGenerator(form, modalities, atoms, parameters):
588  if form == 9:
589  return _MultiBinormalGenerator(form, modalities, atoms, parameters)
590  unary_func_gen = _unary_func_generators[form]
591  return IMP.core.DihedralRestraint(atoms[0].get_model(),
592  unary_func_gen(parameters, modalities),
593  atoms[0], atoms[1], atoms[2], atoms[3])
594 
595 def _get_protein_atom_particles(protein):
596  """Given a protein particle, get the flattened list of all child atoms"""
597  atom_particles = []
598  for ichain in range(protein.get_number_of_children()):
599  chain = protein.get_child(ichain)
600  for ires in range(chain.get_number_of_children()):
601  residue = chain.get_child(ires)
602  for iatom in range(residue.get_number_of_children()):
603  atom = residue.get_child(iatom)
604  atom_particles.append(atom.get_particle())
605  return atom_particles
606 
607 def _load_restraints_line(line, atom_particles):
608  """Parse a single Modeller restraints file line and return the
609  corresponding IMP restraint."""
610  spl = line.split()
611  typ = spl.pop(0)
612  if typ == 'MODELLER5':
613  return
614  elif typ != 'R':
615  raise NotImplementedError("Only 'R' lines currently read from " + \
616  "Modeller restraints files")
617  form = int(spl.pop(0))
618  modalities = [int(spl.pop(0))]
619  features = [int(spl.pop(0))]
620 # Discard group
621  spl.pop(0)
622  natoms = [int(spl.pop(0))]
623  nparam = int(spl.pop(0))
624  nfeat = int(spl.pop(0))
625  for i in range(nfeat - 1):
626  modalities.append(int(spl.pop(0)))
627  features.append(int(spl.pop(0)))
628  natoms.append(int(spl.pop(0)))
629  atoms = [int(spl.pop(0)) for x in range(natoms[0])]
630  for i in range(len(atoms)):
631  atoms[i] = atom_particles[atoms[i] - 1]
632  parameters = [float(spl.pop(0)) for x in range(nparam)]
633  restraint_generators = {
634  1 : _DistanceRestraintGenerator,
635  2 : _AngleRestraintGenerator,
636  3 : _DihedralRestraintGenerator,
637  }
638  restraint_gen = restraint_generators[features[0]]
639  return restraint_gen(form, modalities, atoms, parameters)
640 
641 
642 def _load_entire_restraints_file(filename, protein):
643  """Yield a set of IMP restraints from a Modeller restraints file."""
644  atoms = _get_protein_atom_particles(protein)
645  fh = open(filename, 'r')
646  for line in fh:
647  try:
648  rsr = _load_restraints_line(line, atoms)
649  if rsr is not None:
650  yield rsr
651  except Exception as err:
652  print("Cannot read restraints file line:\n" + line)
653  raise
654 
655 
656 def _copy_residue(r, model):
657  """Copy residue information from modeller to imp"""
658 #print "residue "+str(r)
659  p=IMP.Particle(model)
661  r.index)
662  p.set_name(str("residue "+r.num));
663  return p
664 
665 
666 def _copy_atom(a, model):
667  """Copy atom information from modeller"""
668 #print "atom "+str(a)
669  p=IMP.Particle(model)
671  xyzd= IMP.core.XYZ.setup_particle(p, IMP.algebra.Vector3D(a.x, a.y, a.z))
672 # Alignment structures don't have charges or atom types; models do
673  if hasattr(a, 'charge'):
675  if hasattr(a, 'type'):
676  IMP.atom.CHARMMAtom.setup_particle(p, a.type.name)
677  ap.set_input_index(a.index)
678  return p
679 
680 def _copy_chain(c, model):
681  """Copy chain information from modeller"""
682 #print "atom "+str(a)
683  p=IMP.Particle(model)
684 #set the chain name
685  cp = IMP.atom.Chain.setup_particle(p,c.name)
686  return p
687 
688 def _get_forcefield(submodel):
689  if submodel == 3:
691  IMP.atom.get_data_path('top_heav.lib'),
692  IMP.atom.get_data_path('par.lib'))
693  else:
695  IMP.atom.get_data_path('top.lib'),
696  IMP.atom.get_data_path('par.lib'))
697  return ff
698 
699 def add_soft_sphere_radii(hierarchy, submodel, scale=1.0, filename=None):
700  """Add radii to the hierarchy using the Modeller radius library, radii.lib.
701  Each radius is scaled by the given scale (Modeller usually scales radii
702  by a factor of 0.82). submodel specifies the topology submodel, which is
703  the column in radii.lib to use."""
704  if filename is None:
705  filename = IMP.atom.get_data_path('radii.lib')
706  radii = {}
707  for line in open(filename):
708  if line.startswith('#'): continue
709  spl = line.split()
710  if len(spl) > 11:
711  radii[spl[0]] = float(spl[submodel])
712  atoms = IMP.atom.get_by_type(hierarchy, IMP.atom.ATOM_TYPE)
713  for a in atoms:
714  p = a.get_particle()
715  ct = IMP.atom.CHARMMAtom(p).get_charmm_type()
716  if ct in radii:
717  IMP.core.XYZR.setup_particle(p, radii[ct] * scale)
718 
719 
720 class ModelLoader(object):
721  """Read a Modeller model into IMP. After creating this object, the atoms
722  in the Modeller model can be loaded into IMP using the load_atoms()
723  method, then optionally any Modeller static restraints can be read in
724  with load_static_restraints() or load_static_restraints_file().
725 
726  This class can also be used to read Modeller alignment structures;
727  however, only load_atoms() will be useful in such a case (since
728  alignment structures don't have restraints or other information).
729 
730  """
731 
732  def __init__(self, modeller_model):
733  """Constructor.
734  @param modeller_model The Modeller model or alignment structure
735  object to read.
736  """
737  self._modeller_model = modeller_model
738 
739  def load_atoms(self, model):
740  """Construct an IMP::atom::Hierarchy that contains the same atoms as
741  the Modeller model or alignment structure.
742 
743  IMP atoms created from a Modeller model will be given charges and
744  CHARMM types, extracted from the model. Alignment structures don't
745  contain this information, so the IMP atoms won't either.
746 
747  @param model The IMP::Model object in which the hierarchy will be
748  created. The highest level hierarchy node is a PROTEIN.
749  @return the newly-created root IMP::atom::Hierarchy.
750  """
751  pp = IMP.Particle(model)
753  self._atoms = {}
754  for chain in self._modeller_model.chains:
755  cp = IMP.Particle(model)
756  hcp = IMP.atom.Chain.setup_particle(cp, chain.name)
757 # We don't really know the type yet
758  hpp.add_child(hcp)
759  for residue in chain.residues:
760  rp = _copy_residue(residue, model)
761  hrp = IMP.atom.Hierarchy(rp)
762  hcp.add_child(hrp)
763  for atom in residue.atoms:
764  ap = _copy_atom(atom, model)
765  hap = IMP.atom.Hierarchy(ap)
766  hrp.add_child(hap)
767  self._atoms[atom.index] = ap
768  lastres = hrp
769  self._modeller_hierarchy = hpp
770  return hpp
771 
772  def _get_nonbonded_list(self, atoms, pair_filter, edat, distance):
773  nbl = IMP.container.ClosePairContainer(atoms, distance,
774  edat.update_dynamic)
775 
776 # Exclude the same sets of atoms as Modeller
777  if pair_filter is None:
778  pair_filter = IMP.atom.StereochemistryPairFilter()
779  if edat.excl_local[0]:
780  pair_filter.set_bonds(list(self.load_bonds()))
781  if edat.excl_local[1]:
782  pair_filter.set_angles(list(self.load_angles()))
783  if edat.excl_local[2]:
784  pair_filter.set_dihedrals(list(self.load_dihedrals()))
785  nbl.add_pair_filter(pair_filter)
786  return nbl
787 
788  def load_bonds(self):
789  """Load the Modeller bond topology into the IMP model. Each bond is
790  represented in IMP as an IMP::atom::Bond, with no defined length
791  or stiffness. These bonds are primarily useful as input to
792  IMP::atom::StereochemistryPairFilter, to exclude bond interactions
793  from the nonbonded list. Typically the contribution to the scoring
794  function from the bonds is included in the Modeller static restraints
795  (use load_static_restraints() or load_static_restraints_file() to
796  load these). If you want to regenerate the stereochemistry in IMP,
797  do not use these functions (as then stereochemistry scoring terms
798  and exclusions would be double-counted) and instead use the
799  IMP::atom::CHARMMTopology class.
800 
801  You must call load_atoms() prior to using this function.
802  @see load_angles(), load_dihedrals(), load_impropers()
803  @return A generator listing all of the bonds.
804  """
805  if not hasattr(self, '_modeller_hierarchy'):
806  raise ValueError("Call load_atoms() first.")
807  for (maa, mab) in self._modeller_model.bonds:
808  pa = self._atoms[maa.index]
809  pb = self._atoms[mab.index]
811  ba= IMP.atom.Bonded(pa)
812  else:
815  bb= IMP.atom.Bonded(pb)
816  else:
818  yield IMP.atom.create_bond(ba, bb,
819  IMP.atom.Bond.SINGLE).get_particle()
820 
821  def load_angles(self):
822  """Load the Modeller angle topology into the IMP model.
823  See load_bonds() for more details."""
824  return self._internal_load_angles(self._modeller_model.angles,
826 
827  def load_dihedrals(self):
828  """Load the Modeller dihedral topology into the IMP model.
829  See load_bonds() for more details."""
830  return self._internal_load_angles(self._modeller_model.dihedrals,
832 
833  def load_impropers(self):
834  """Load the Modeller improper topology into the IMP model.
835  See load_bonds() for more details."""
836  return self._internal_load_angles(self._modeller_model.impropers,
838 
839  def _internal_load_angles(self, angles, angle_class):
840  if not hasattr(self, '_modeller_hierarchy'):
841  raise ValueError("Call load_atoms() first.")
842  for modeller_atoms in angles:
843  imp_particles = [self._atoms[x.index] for x in modeller_atoms]
844  p = IMP.Particle(imp_particles[0].get_model())
845  a = angle_class.setup_particle(p,
846  *[IMP.core.XYZ(x) for x in imp_particles])
847  yield a.get_particle()
848 
849  def load_static_restraints_file(self, filename):
850  """Convert a Modeller static restraints file into equivalent
851  IMP::Restraints. load_atoms() must have been called first to read
852  in the atoms that the restraints will act upon.
853  @param filename Name of the Modeller restraints file. The restraints
854  in this file are assumed to act upon the model read in by
855  load_atoms(); no checking is done to enforce this.
856  @return A Python generator of the newly-created IMP::Restraint
857  objects.
858  """
859  if not hasattr(self, '_modeller_hierarchy'):
860  raise ValueError("Call load_atoms() first.")
861  return _load_entire_restraints_file(filename, self._modeller_hierarchy)
862 
863 
865  """Convert the current set of Modeller static restraints into equivalent
866  IMP::Restraints. load_atoms() must have been called first to read
867  in the atoms that the restraints will act upon.
868  @return A Python generator of the newly-created IMP::Restraint
869  objects.
870  """
871  class _RestraintGenerator(object):
872  """Simple generator wrapper"""
873  def __init__(self, gen):
874  self._gen = gen
875  def __iter__(self, *args, **keys):
876  return self
877  def close(self, *args, **keys):
878  return self._gen.close(*args, **keys)
879  def next(self):
880  return next(self._gen)
881  __next__ = next
882  def send(self, *args, **keys):
883  return self._gen.send(*args, **keys)
884  def throw(self, *args, **keys):
885  return self._gen.throw(*args, **keys)
886 # Write current restraints into a temporary file
887  t = _TempDir()
888  rsrfile = os.path.join(t.tmpdir, 'restraints.rsr')
889  self._modeller_model.restraints.write(file=rsrfile)
890 # Read the file back in
891  gen = self.load_static_restraints_file(rsrfile)
892  wrap = _RestraintGenerator(gen)
893 # Ensure that tmpdir remains until we're done with the generator
894  wrap._tempdir = t
895  return wrap
896 
897  def load_dynamic_restraints(self, pair_filter=None):
898  """Convert Modeller dynamic restraints into IMP::Restraint objects.
899 
900  For each currently active Modeller dynamic restraint
901  (e.g. soft-sphere, electrostatics) an equivalent IMP::Restraint
902  is created.
903  load_atoms() must have been called first to read
904  in the atoms that the restraints will act upon.
905 
906  If pair_filter is given, it is an IMP::PairFilter object to exclude
907  pairs from the nonbonded lists used by the dynamic restraints.
908  Otherwise, an IMP::atom::StereochemistryPairFilter object is created
909  to exclude Modeller bonds, angles and dihedrals, as specified by
910  edat.excl_local. (Note that this calls load_bonds(), load_angles()
911  and load_dihedrals(), so will create duplicate lists of bonds if
912  those methods are called manually as well.)
913 
914  @note Currently only soft-sphere, electrostatic and Lennard-Jones
915  restraints are loaded.
916  @return A Python generator of the newly-created IMP::Restraint
917  objects.
918  """
919  if not hasattr(self, '_modeller_hierarchy'):
920  raise ValueError("Call load_atoms() first.")
921  edat = self._modeller_model.env.edat
922  libs = self._modeller_model.env.libs
923  atoms = IMP.atom.get_leaves(self._modeller_hierarchy)
924  m = atoms[0].get_model()
926 
927  if edat.dynamic_sphere:
928 # Note: cannot use Modeller's cutoff distance, as that is
929 # center-to-center; IMP's is sphere surface-surface
930  nbl = self._get_nonbonded_list(atoms, pair_filter, edat, 0.)
931 # No way to get Modeller radii, so we have to reassign them
932  add_soft_sphere_radii(self._modeller_hierarchy,
933  libs.topology.submodel, edat.radii_factor)
934  k = \
938  yield IMP.container.PairsRestraint(ps, nbl)
939 
940  if edat.dynamic_lennard or edat.dynamic_coulomb:
941 # 3.0 is roughly the max. atom diameter
942  d = max(edat.contact_shell - 3.0, 0.0)
943  nbl = self._get_nonbonded_list(atoms, pair_filter, edat, d)
944  ff = _get_forcefield(libs.topology.submodel)
945  ff.add_radii(self._modeller_hierarchy)
946 
947  if edat.dynamic_lennard:
948  ff.add_well_depths(self._modeller_hierarchy)
949  sf = IMP.atom.ForceSwitch(edat.lennard_jones_switch[0],
950  edat.lennard_jones_switch[1])
952  yield IMP.container.PairsRestraint(ps, nbl)
953 
954  if edat.dynamic_coulomb:
955  sf = IMP.atom.ForceSwitch(edat.coulomb_switch[0],
956  edat.coulomb_switch[1])
958  ps.set_relative_dielectric(edat.relative_dielectric)
959  yield IMP.container.PairsRestraint(ps, nbl)
960 
961 
962 
963 def get_module_version():
964  """get_module_version() -> std::string const"""
965  return _IMP_modeller.get_module_version()
966 
967 def get_example_path(fname):
968  """get_example_path(std::string fname) -> std::string"""
969  return _IMP_modeller.get_example_path(fname)
970 
971 def get_data_path(fname):
972  """get_data_path(std::string fname) -> std::string"""
973  return _IMP_modeller.get_data_path(fname)
974 
975 from . import _version_check
976 _version_check.check_version(get_module_version())
977 __version__ = get_module_version()
978 
979 
980 
static CHARMMAtom setup_particle(Model *m, ParticleIndex pi, String charmm_type)
Definition: CHARMMAtom.h:37
static Charged setup_particle(Model *m, ParticleIndex pi, Float charge)
Definition: Charged.h:46
Lower bound harmonic function (non-zero when feature < mean)
def load_static_restraints
Convert the current set of Modeller static restraints into equivalent IMP::Restraints.
std::string get_example_path(std::string file_name)
Return the full path to one of this module's example files.
def load_bonds
Load the Modeller bond topology into the IMP model.
A Modeller restraint which evaluates an IMP scoring function.
Coulomb (electrostatic) score between a pair of particles.
static Atom setup_particle(Model *m, ParticleIndex pi, Atom other)
Definition: atom/Atom.h:242
Various classes to hold sets of particles.
Upper bound harmonic function (non-zero when feature > mean)
static XYZR setup_particle(Model *m, ParticleIndex pi)
Definition: XYZR.h:48
A decorator for a particle which has bonds.
def load_impropers
Load the Modeller improper topology into the IMP model.
Make CGAL functionality available to IMP.
Cosine function.
Definition: Cosine.h:22
std::string get_data_path(std::string file_name)
Return the full path to one of this module's data files.
Dihedral restraint between four particles.
def load_static_restraints_file
Convert a Modeller static restraints file into equivalent IMP::Restraints.
The type of an atom.
A score on the distance between the surfaces of two spheres.
Return all close unordered pairs of particles taken from the SingletonContainer.
static Residue setup_particle(Model *m, ParticleIndex pi, ResidueType t, int index, int insertion_code)
Definition: Residue.h:158
A single binormal term in a MultipleBinormalRestraint.
def load_dynamic_restraints
Convert Modeller dynamic restraints into IMP::Restraint objects.
Distance restraint between two particles.
static XYZ setup_particle(Model *m, ParticleIndex pi)
Definition: XYZ.h:51
Composable functors to implement scores via compile-time composition.
An IMP restraint using all defined Modeller restraints.
CHARMM force field parameters.
Bond create_bond(Bonded a, Bonded b, Bond o)
Connect the two wrapped particles by a custom bond.
def load_dihedrals
Load the Modeller dihedral topology into the IMP model.
static Float get_k_from_standard_deviation(Float sd, Float t=297.15)
Return the k to use for a given Gaussian standard deviation.
Definition: core/Harmonic.h:62
Angle restraint between three particles.
static Hierarchy setup_particle(Model *m, ParticleIndex pi, ParticleIndexesAdaptor children=ParticleIndexesAdaptor())
Create a Hierarchy of level t by adding the needed attributes.
ParticleIndexPairs get_indexes(const ParticlePairsTemp &ps)
Lennard-Jones score between a pair of particles.
A particle that describes an angle between three particles.
The standard decorator for manipulating molecular structures.
Store a list of ParticleIndexes.
static Bonded setup_particle(Model *m, ParticleIndex pi)
The type for a residue.
def load_atoms
Construct an IMP::atom::Hierarchy that contains the same atoms as the Modeller model or alignment str...
Version and module information for Objects.
Definition: VersionInfo.h:28
A decorator for a particle with x,y,z coordinates.
Definition: XYZ.h:30
Modeller-style multiple binormal (phi/psi) restraint.
Linear function
Definition: Linear.h:19
def add_soft_sphere_radii
Add radii to the hierarchy using the Modeller radius library, radii.lib.
A particle that describes a dihedral angle between four particles.
def load_angles
Load the Modeller angle topology into the IMP model.
Basic functionality that is expected to be used by a wide variety of IMP users.
General purpose algebraic and geometric methods that are expected to be used by a wide variety of IMP...
static bool get_is_setup(const IMP::ParticleAdaptor &p)
virtual VersionInfo get_version_info() const
Get information about the module and version of the object.
Definition: Object.h:173
VectorD< 3 > Vector3D
Definition: VectorD.h:421
A filter that excludes bonds, angles and dihedrals.
Read a Modeller model into IMP.
Class to handle individual particles of a Model object.
Definition: Particle.h:41
std::string get_data_path(std::string file_name)
Return the full path to one of this module's data files.
Smooth interaction scores by switching the derivatives (force switch).
Output IMP model data in various file formats.
Functionality for loading, creating, manipulating and scoring atomic structures.
static Chain setup_particle(Model *m, ParticleIndex pi, std::string id)
Definition: Chain.h:81
Hierarchies get_leaves(const Selection &h)
Applies a PairScore to each Pair in a list.
virtual ModelObjectsTemp do_get_inputs() const =0
Closed cubic spline function.
A decorator for an atom that has a defined CHARMM type.
Definition: CHARMMAtom.h:24
A restraint is a term in an IMP ScoringFunction.
Definition: Restraint.h:54
Harmonic function (symmetric about the mean)
Definition: core/Harmonic.h:24