text
stringlengths
81
112k
Find match for a file by slicing away its directory elements from the front and replacing them with pathdir. Assume that the end of curpath is right and but that the beginning may contain some garbage (or it may be short) Overlaps are allowed: e.g /tmp/fdjsklf/real/path/elements, /al...
Helper function for break/clear parsing -- may be overridden. lookupmodule() translates (possibly incomplete) file or module name into an absolute file name. def lookupmodule(self, filename): """Helper function for break/clear parsing -- may be overridden. lookupmodule() translates (p...
Sets a condition for set_trace statements that have the specified marker. A condition can be either callable, in which case it should take one argument, which is the number of times set_trace(marker) has been called, or it can be a number, in which case the break will ...
Start debugging from here. def _set_trace(self, skip=0): """Start debugging from here.""" frame = sys._getframe().f_back # go up the specified number of frames for i in range(skip): frame = frame.f_back self.reset() while frame: frame.f_trace = se...
This method is called when there is the remote possibility that we ever need to stop in this function. def user_call(self, frame, argument_list): """This method is called when there is the remote possibility that we ever need to stop in this function.""" if self.stop_here(frame): ...
This function is called when a return trap is set here. def user_return(self, frame, return_value): """This function is called when a return trap is set here.""" pdb.Pdb.user_return(self, frame, return_value)
This function is called if an exception occurs, but only if we are to stop at or just below this level. def user_exception(self, frame, exc_info): """This function is called if an exception occurs, but only if we are to stop at or just below this level.""" pdb.Pdb.user_exception(self, f...
Convert a chain of traceback or frame objects into a list of frames. def stackToList(stack): """ Convert a chain of traceback or frame objects into a list of frames. """ if isinstance(stack, types.TracebackType): while stack.tb_next: stack = stack.tb_next stack = stack.tb_fr...
Read in and parse IAC commands as passed by telnetlib. SB/SE commands are stored in sbdataq, and passed in w/ a command of SE. def process_IAC(self, sock, cmd, option): """ Read in and parse IAC commands as passed by telnetlib. SB/SE commands are stored in sbda...
Performs endless processing of socket input/output, passing cooked information onto the local process. def handle(self): """ Performs endless processing of socket input/output, passing cooked information onto the local process. """ while True: toR...
Creates a child process that is fully controlled by this request handler, and serves data to and from it via the protocol handler. def handle(self): """ Creates a child process that is fully controlled by this request handler, and serves data to and from it via t...
Handle one request - serve current process to one connection. Use close_request() to disconnect this process. def handle_request(self): """ Handle one request - serve current process to one connection. Use close_request() to disconnect this process. """ try...
Serves a process by connecting its outputs/inputs to the pty slaveFd. serverPid is the process controlling the master fd that passes that output over the socket. def _serve_process(self, slaveFd, serverPid): """ Serves a process by connecting its outputs/inputs to the pty ...
Ask a user for a int input between two values args: message (str): Prompt for user low (int): Low value, user entered value must be > this value to be accepted high (int): High value, user entered value must be < this value to be accepted show_range (boolean, Default True): Print hi...
Ask a user for a float input between two values args: message (str): Prompt for user low (float): Low value, user entered value must be > this value to be accepted high (float): High value, user entered value must be < this value to be accepted returns: float_in (int): Input fl...
Ask a user for a boolean input args: message (str): Prompt for user returns: bool_in (boolean): Input boolean def bool_input(message): ''' Ask a user for a boolean input args: message (str): Prompt for user returns: bool_in (boolean): Input boolean ''' ...
Main entry point for transfer command line tool. This essentially will marshall the user to the functions they need. def main(args = None): ''' Main entry point for transfer command line tool. This essentially will marshall the user to the functions they need. ''' parser = argparse.ArgumentP...
Configure the transfer environment and store def configure(): ''' Configure the transfer environment and store ''' completer = Completer() readline.set_completer_delims('\t') readline.parse_and_bind('tab: complete') readline.set_completer(completer.path_completer) home = os.path.expand...
Configure the transfer environment and store def configure_server(): ''' Configure the transfer environment and store ''' home = os.path.expanduser('~') if os.path.isfile(os.path.join(home, '.transfer', 'config.yaml')): with open(os.path.join(home, '.transfer', 'config.yaml'), 'r') as fp: ...
Select a project from configuration to run transfer on args: user_provided_project (str): Project name that should match a project in the config returns: project (dict): Configuration settings for a user selected project def select_project(user_provided_project): ''' Select a project ...
Store configuration args: config (list[dict]): configurations for each project def store_config(config, suffix = None): ''' Store configuration args: config (list[dict]): configurations for each project ''' home = os.path.expanduser('~') if suffix is not None: conf...
Update project in configuration args: updated_project (dict): Updated project configuration values def update_config(updated_project): ''' Update project in configuration args: updated_project (dict): Updated project configuration values ''' home = os.path.expanduser('~') ...
An auxiliary function to construct a dictionary of Criteria def atom_criteria(*params): """An auxiliary function to construct a dictionary of Criteria""" result = {} for index, param in enumerate(params): if param is None: continue elif isinstance(param, int): result...
the size must be the same as the length of the array numbers and all elements must be strings def _check_symbols(self, symbols): """the size must be the same as the length of the array numbers and all elements must be strings""" if len(symbols) != self.size: raise TypeError("The number of s...
Construct a MolecularGraph object based on interatomic distances All short distances are computed with the binning module and compared with a database of bond lengths. Based on this comparison, bonded atoms are detected. Before marking a pair of atoms A and B as bonded, it ...
Construct a molecular graph from the blob representation def from_blob(cls, s): """Construct a molecular graph from the blob representation""" atom_str, edge_str = s.split() numbers = np.array([int(s) for s in atom_str.split(",")]) edges = [] orders = [] for s in edge_st...
A compact text representation of the graph def blob(self): """A compact text representation of the graph""" atom_str = ",".join(str(number) for number in self.numbers) edge_str = ",".join("%i_%i_%i" % (i, j, o) for (i, j), o in zip(self.edges, self.orders)) return "%s %s" % (atom_str, e...
Return a string based on the atom number def get_vertex_string(self, i): """Return a string based on the atom number""" number = self.numbers[i] if number == 0: return Graph.get_vertex_string(self, i) else: # pad with zeros to make sure that string sort is identi...
Return a string based on the bond order def get_edge_string(self, i): """Return a string based on the bond order""" order = self.orders[i] if order == 0: return Graph.get_edge_string(self, i) else: # pad with zeros to make sure that string sort is identical to nu...
Creates a subgraph of the current graph See :meth:`molmod.graphs.Graph.get_subgraph` for more information. def get_subgraph(self, subvertices, normalize=False): """Creates a subgraph of the current graph See :meth:`molmod.graphs.Graph.get_subgraph` for more information. """ ...
Returns a molecular graph where hydrogens are added explicitely When the bond order is unknown, it assumes bond order one. If the graph has an attribute formal_charges, this routine will take it into account when counting the number of hydrogens to be added. The returned gr...
Check if the (onset for a) match can be a valid (part of a) ring def check_next_match(self, match, new_relations, subject_graph, one_match): """Check if the (onset for a) match can be a valid (part of a) ring""" if not CustomPattern.check_next_match(self, match, new_relations, subject_graph, one_match)...
Check the completeness of the ring match def complete(self, match, subject_graph): """Check the completeness of the ring match""" if not CustomPattern.complete(self, match, subject_graph): return False if self.strong: # If the ring is not strong, return False ...
Return the kind (type) of the attribute def get_kind(self, value): """Return the kind (type) of the attribute""" if isinstance(value, float): return 'f' elif isinstance(value, int): return 'i' else: raise ValueError("Only integer or floating point val...
Write the attribute to a file-like object def dump(self, f, name): """Write the attribute to a file-like object""" # print the header line value = self.get() kind = self.get_kind(value) print("% 40s kind=%s value=%s" % (name, kind, value), file=f)
Return the value of the attribute def get(self, copy=False): """Return the value of the attribute""" array = getattr(self.owner, self.name) if copy: return array.copy() else: return array
Write the attribute to a file-like object def dump(self, f, name): """Write the attribute to a file-like object""" array = self.get() # print the header line print("% 40s kind=%s shape=(%s)" % ( name, array.dtype.kind, ",".join([str(int(size_axis)) ...
Load the array data from a file-like object def load(self, f, skip): """Load the array data from a file-like object""" array = self.get() counter = 0 counter_limit = array.size convert = array.dtype.type while counter < counter_limit: line = f.readline() ...
Register a new attribute to take care of with dump and load Arguments: | ``name`` -- the name to be used in the dump file | ``AttrCls`` -- an attr class describing the attribute def _register(self, name, AttrCls): """Register a new attribute to take care of with dump and...
Return a dictionary object with the registered fields and their values Optional rgument: | ``subset`` -- a list of names to restrict the number of fields in the result def get(self, subset=None): """Return a dictionary object with the registered fields an...
Assign the registered fields based on a dictionary Argument: | ``new_fields`` -- the dictionary with the data to be assigned to the attributes Optional argument: | ``subset`` -- a list of names to restrict the fields that are ...
Dump the registered fields to a file Argument: | ``filename`` -- the file to write to def dump(self, filename): """Dump the registered fields to a file Argument: | ``filename`` -- the file to write to """ with open(filename, "w") as f: ...
Load data into the registered fields Argument: | ``filename`` -- the filename to read from Optional argument: | ``subset`` -- a list of field names that are read from the file. If not given, all data is read from the file. def load(self,...
Load the bond data from the given file It's assumed that the uncommented lines in the data file have the following format: symbol1 symbol2 number1 number2 bond_length_single_a bond_length_double_a bond_length_triple_a bond_length_single_b bond_length_double_b bond_length_triple_b ..." ...
Completes the bond length database with approximations based on VDW radii def _approximate_unkown_bond_lengths(self): """Completes the bond length database with approximations based on VDW radii""" dataset = self.lengths[BOND_SINGLE] for n1 in periodic.iter_numbers(): for n2 in peri...
Return the estimated bond type Arguments: | ``n1`` -- the atom number of the first atom in the bond | ``n2`` -- the atom number of the second atom the bond | ``distance`` -- the distance between the two atoms This method checks whether for the given pair...
Return the length of a bond between n1 and n2 of type bond_type Arguments: | ``n1`` -- the atom number of the first atom in the bond | ``n2`` -- the atom number of the second atom the bond Optional argument: | ``bond_type`` -- the type of bond [default=B...
Construct a 3D unit cell with the given parameters The a vector is always parallel with the x-axis and they point in the same direction. The b vector is always in the xy plane and points towards the positive y-direction. The c vector points towards the positive z-direction. ...
The volume of the unit cell The actual definition of the volume depends on the number of active directions: * num_active == 0 -- always -1 * num_active == 1 -- length of the cell vector * num_active == 2 -- surface of the parallelogram * num_acti...
The indexes of the active and the inactive cell vectors def active_inactive(self): """The indexes of the active and the inactive cell vectors""" active_indices = [] inactive_indices = [] for index, active in enumerate(self.active): if active: active_indices.a...
The reciprocal of the unit cell In case of a three-dimensional periodic system, this is trivially the transpose of the inverse of the cell matrix. This means that each column of the matrix corresponds to a reciprocal cell vector. In case of lower-dimensional periodicity, the...
The cell parameters (lengths and angles) def parameters(self): """The cell parameters (lengths and angles)""" length_a = np.linalg.norm(self.matrix[:, 0]) length_b = np.linalg.norm(self.matrix[:, 1]) length_c = np.linalg.norm(self.matrix[:, 2]) alpha = np.arccos(np.dot(self.matr...
An equivalent unit cell with the active cell vectors coming first def ordered(self): """An equivalent unit cell with the active cell vectors coming first""" active, inactive = self.active_inactive order = active + inactive return UnitCell(self.matrix[:,order], self.active[order])
Computes the rotation matrix that aligns the unit cell with the Cartesian axes, starting with cell vector a. * a parallel to x * b in xy-plane with b_y positive * c with c_z positive def alignment_a(self): """Computes the rotation matrix that aligns the unit cell wi...
Computes the distances between neighboring crystal planes def spacings(self): """Computes the distances between neighboring crystal planes""" result_invsq = (self.reciprocal**2).sum(axis=0) result = np.zeros(3, float) for i in range(3): if result_invsq[i] > 0: ...
Returns a new unit cell with an additional cell vector def add_cell_vector(self, vector): """Returns a new unit cell with an additional cell vector""" act = self.active_inactive[0] if len(act) == 3: raise ValueError("The unit cell already has three active cell vectors.") mat...
Return ranges of indexes of the interacting neighboring unit cells Interacting neighboring unit cells have at least one point in their box volume that has a distance smaller or equal than radius to at least one point in the central cell. This concept is of importance when co...
Return the indexes of the interacting neighboring unit cells Interacting neighboring unit cells have at least one point in their box volume that has a distance smaller or equal than radius to at least one point in the central cell. This concept is of importance when computin...
Construct a molecular geometry based on a molecular graph. This routine does not require initial coordinates and will give a very rough picture of the initial geometry. Do not expect all details to be in perfect condition. A subsequent optimization with a more accurate level of theory is at...
Fine tune a molecular geometry, starting from a (very) poor guess of the initial geometry. Do not expect all details to be in perfect condition. A subsequent optimization with a more accurate level of theory is at least advisable. Arguments: | ``graph`` -- The molecular graph of ...
Update the coordinates (and derived quantities) Argument: coordinates -- new Cartesian coordinates of the system def update_coordinates(self, coordinates=None): """Update the coordinates (and derived quantities) Argument: coordinates -- new Cartesian coordi...
Compute the energy of the system def energy(self): """Compute the energy of the system""" result = 0.0 for index1 in range(self.numc): for index2 in range(index1): if self.scaling[index1, index2] > 0: for se, ve in self.yield_pair_energies(index1,...
Compute the gradient of the energy for one atom def gradient_component(self, index1): """Compute the gradient of the energy for one atom""" result = np.zeros(3, float) for index2 in range(self.numc): if self.scaling[index1, index2] > 0: for (se, ve), (sg, vg) in zip(...
Compute the gradient of the energy for all atoms def gradient(self): """Compute the gradient of the energy for all atoms""" result = np.zeros((self.numc, 3), float) for index1 in range(self.numc): result[index1] = self.gradient_component(index1) return result
Compute the hessian of the energy for one atom pair def hessian_component(self, index1, index2): """Compute the hessian of the energy for one atom pair""" result = np.zeros((3, 3), float) if index1 == index2: for index3 in range(self.numc): if self.scaling[index1, in...
Compute the hessian of the energy def hessian(self): """Compute the hessian of the energy""" result = np.zeros((self.numc, 3, self.numc, 3), float) for index1 in range(self.numc): for index2 in range(self.numc): result[index1, :, index2, :] = self.hessian_component(i...
Yields pairs ((s(r_ij), v(bar{r}_ij)) def yield_pair_energies(self, index1, index2): """Yields pairs ((s(r_ij), v(bar{r}_ij))""" d_1 = 1/self.distances[index1, index2] if self.charges is not None: c1 = self.charges[index1] c2 = self.charges[index2] yield c1*c...
Yields pairs ((s'(r_ij), grad_i v(bar{r}_ij)) def yield_pair_gradients(self, index1, index2): """Yields pairs ((s'(r_ij), grad_i v(bar{r}_ij))""" d_2 = 1/self.distances[index1, index2]**2 if self.charges is not None: c1 = self.charges[index1] c2 = self.charges[index2] ...
Yields pairs ((s''(r_ij), grad_i (x) grad_i v(bar{r}_ij)) def yield_pair_hessians(self, index1, index2): """Yields pairs ((s''(r_ij), grad_i (x) grad_i v(bar{r}_ij))""" d_1 = 1/self.distances[index1, index2] d_3 = d_1**3 if self.charges is not None: c1 = self.charges[index1]...
Compute the electrostatic potential at each atom due to other atoms def esp(self): """Compute the electrostatic potential at each atom due to other atoms""" result = np.zeros(self.numc, float) for index1 in range(self.numc): result[index1] = self.esp_component(index1) return...
Compute the electrostatic potential at each atom due to other atoms def efield(self): """Compute the electrostatic potential at each atom due to other atoms""" result = np.zeros((self.numc,3), float) for index1 in range(self.numc): result[index1] = self.efield_component(index1) ...
Yields pairs ((s(r_ij), v(bar{r}_ij)) def yield_pair_energies(self, index1, index2): """Yields pairs ((s(r_ij), v(bar{r}_ij))""" strength = self.strengths[index1, index2] distance = self.distances[index1, index2] yield strength*distance**(-6), 1
Yields pairs ((s'(r_ij), grad_i v(bar{r}_ij)) def yield_pair_gradients(self, index1, index2): """Yields pairs ((s'(r_ij), grad_i v(bar{r}_ij))""" strength = self.strengths[index1, index2] distance = self.distances[index1, index2] yield -6*strength*distance**(-7), np.zeros(3)
Yields pairs ((s(r_ij), v(bar{r}_ij)) def yield_pair_energies(self, index1, index2): """Yields pairs ((s(r_ij), v(bar{r}_ij))""" A = self.As[index1, index2] B = self.Bs[index1, index2] distance = self.distances[index1, index2] yield A*np.exp(-B*distance), 1
Yields pairs ((s'(r_ij), grad_i v(bar{r}_ij)) def yield_pair_gradients(self, index1, index2): """Yields pairs ((s'(r_ij), grad_i v(bar{r}_ij))""" A = self.As[index1, index2] B = self.Bs[index1, index2] distance = self.distances[index1, index2] yield -B*A*np.exp(-B*distance), np....
Load the molecules from a CML file Argument: | ``cml_filename`` -- The filename of a CML file. Returns a list of molecule objects with optional molecular graph attribute and extra attributes. def load_cml(cml_filename): """Load the molecules from a CML file Argument: ...
Dump a single molecule to a CML file Arguments: | ``f`` -- a file-like object | ``molecule`` -- a Molecule instance def _dump_cml_molecule(f, molecule): """Dump a single molecule to a CML file Arguments: | ``f`` -- a file-like object | ``molecule`` -- a Molec...
Write a list of molecules to a CML file Arguments: | ``f`` -- a filename of a CML file or a file-like object | ``molecules`` -- a list of molecule objects. def dump_cml(f, molecules): """Write a list of molecules to a CML file Arguments: | ``f`` -- a filename of a CML ...
Read the extra properties, taking into account an exclude list def _get_extra(self, attrs, exclude): """Read the extra properties, taking into account an exclude list""" result = {} for key in attrs.getNames(): if key not in exclude: result[str(key)] = str(attrs[key]...
Read all the requested fields Arguments: | ``filename`` -- the filename of the FCHK file | ``field_labels`` -- when given, only these fields are read def _read(self, filename, field_labels=None): """Read all the requested fields Arguments: | ``fil...
Convert a few elementary fields into a molecule object def _analyze(self): """Convert a few elementary fields into a molecule object""" if ("Atomic numbers" in self.fields) and ("Current cartesian coordinates" in self.fields): self.molecule = Molecule( self.fields["Atomic nu...
Return the coordinates of the geometries at each point in the optimization def get_optimization_coordinates(self): """Return the coordinates of the geometries at each point in the optimization""" coor_array = self.fields.get("Opt point 1 Geometries") if coor_array is None: ret...
Return a molecule object of the optimal geometry def get_optimized_molecule(self): """Return a molecule object of the optimal geometry""" opt_coor = self.get_optimization_coordinates() if len(opt_coor) == 0: return None else: return Molecule( self...
Return the energy gradients of all geometries during an optimization def get_optimization_gradients(self): """Return the energy gradients of all geometries during an optimization""" grad_array = self.fields.get("Opt point 1 Gradient at each geome") if grad_array is None: retur...
Return the hessian def get_hessian(self): """Return the hessian""" force_const = self.fields.get("Cartesian Force Constants") if force_const is None: return None N = len(self.molecule.numbers) result = np.zeros((3*N, 3*N), float) counter = 0 for row i...
Return a copy with (a few) changed attributes The keyword arguments are the attributes to be replaced by new values. All other attributes are copied (or referenced) from the original object. This only works if the constructor takes all (read-only) attributes as arguments. d...
Internal routine that reads all data from the punch file. def _read(self, filename): """Internal routine that reads all data from the punch file.""" data = {} parsers = [ FirstDataParser(), CoordinateParser(), EnergyGradParser(), SkipApproxHessian(), HessianParser(), Mas...
See :meth:`PunchParser.read` def read(self, line, f, data): """See :meth:`PunchParser.read`""" self.used = True data["title"] = f.readline().strip() data["symmetry"] = f.readline().split()[0] if data["symmetry"] != "C1": raise NotImplementedError("Only C1 symmetry is...
See :meth:`PunchParser.read` def read(self, line, f, data): """See :meth:`PunchParser.read`""" f.readline() f.readline() N = len(data["symbols"]) # if the data are already read before, just overwrite them numbers = data.get("numbers") if numbers is None: ...
See :meth:`PunchParser.read` def read(self, line, f, data): """See :meth:`PunchParser.read`""" data["energy"] = float(f.readline().split()[1]) N = len(data["symbols"]) # if the data are already read before, just overwrite them gradient = data.get("gradient") if gradient ...
See :meth:`PunchParser.read` def read(self, line, f, data): """See :meth:`PunchParser.read`""" line = f.readline() assert(line == " $HESS\n") while line != " $END\n": line = f.readline()
See :meth:`PunchParser.read` def read(self, line, f, data): """See :meth:`PunchParser.read`""" assert("hessian" not in data) f.readline() N = len(data["symbols"]) hessian = np.zeros((3*N, 3*N), float) tmp = hessian.ravel() counter = 0 while True: ...
See :meth:`PunchParser.read` def read(self, line, f, data): """See :meth:`PunchParser.read`""" N = len(data["symbols"]) masses = np.zeros(N, float) counter = 0 while counter < N: words = f.readline().split() for word in words: masses[count...
Create a simple ForceField object for hydrocarbons based on the graph. def setup_hydrocarbon_ff(graph): """Create a simple ForceField object for hydrocarbons based on the graph.""" # A) Define parameters. # the bond parameters: bond_params = { (6, 1): 310*kcalmol/angstrom**2, (6, 6): 22...
Add the contributions of this energy term to the Hessian Arguments: | ``coordinates`` -- A numpy array with 3N Cartesian coordinates. | ``hessian`` -- A matrix for the full Hessian to which this energy term has to add its contribution. def add_to_hessian...
Compute the force-field Hessian for the given coordinates. Argument: | ``coordinates`` -- A numpy array with the Cartesian atom coordinates, with shape (N,3). Returns: | ``hessian`` -- A numpy array with the Hessian, with shape (3*N, ...
Compute the rotational symmetry number Arguments: | ``molecule`` -- The molecule | ``graph`` -- The corresponding bond graph Optional argument: | ``threshold`` -- only when a rotation results in an rmsd below the given threshold, the rotation is...
Return the quaternion product of the two arguments def quaternion_product(quat1, quat2): """Return the quaternion product of the two arguments""" return np.array([ quat1[0]*quat2[0] - np.dot(quat1[1:], quat2[1:]), quat1[0]*quat2[1] + quat2[0]*quat1[1] + quat1[2]*quat2[3] - quat1[3]*quat2[2], ...
Apply the rotation represented by the quaternion to the vector Warning: This only works correctly for normalized quaternions. def quaternion_rotation(quat, vector): """Apply the rotation represented by the quaternion to the vector Warning: This only works correctly for normalized quaternions. "...
Compute the quaternion representing the rotation given by the matrix def rotation_matrix_to_quaternion(rotation_matrix): """Compute the quaternion representing the rotation given by the matrix""" invert = (np.linalg.det(rotation_matrix) < 0) if invert: factor = -1 else: factor = 1 c...