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April 3, 2013 04:13
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Refactor of OpenMM's StateDataReporter
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| """ | |
| statedatareporter.py: Outputs data about a simulation | |
| This is part of the OpenMM molecular simulation toolkit originating from | |
| Simbios, the NIH National Center for Physics-Based Simulation of | |
| Biological Structures at Stanford, funded under the NIH Roadmap for | |
| Medical Research, grant U54 GM072970. See https://simtk.org. | |
| Portions copyright (c) 2012 Stanford University and the Authors. | |
| Authors: Peter Eastman | |
| Contributors: Robert McGibbon | |
| Permission is hereby granted, free of charge, to any person obtaining a | |
| copy of this software and associated documentation files (the "Software"), | |
| to deal in the Software without restriction, including without limitation | |
| the rights to use, copy, modify, merge, publish, distribute, sublicense, | |
| and/or sell copies of the Software, and to permit persons to whom the | |
| Software is furnished to do so, subject to the following conditions: | |
| The above copyright notice and this permission notice shall be included in | |
| all copies or substantial portions of the Software. | |
| THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
| IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
| FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL | |
| THE AUTHORS, CONTRIBUTORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, | |
| DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR | |
| OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE | |
| USE OR OTHER DEALINGS IN THE SOFTWARE. | |
| """ | |
| __author__ = "Peter Eastman" | |
| __version__ = "1.0" | |
| import simtk.openmm as mm | |
| import simtk.unit as unit | |
| from simtk.openmm.app import PDBFile | |
| import math | |
| class StateDataReporter(object): | |
| """StateDataReporter outputs information about a simulation, such as energy and temperature, to a file. | |
| To use it, create a StateDataReporter, then add it to the Simulation's list of reporters. The set of | |
| data to write is configurable using boolean flags passed to the constructor. By default the data is | |
| written in comma-separated-value (CSV) format, but you can specify a different separator to use. | |
| """ | |
| def __init__(self, file, reportInterval, step=False, time=False, potentialEnergy=False, kineticEnergy=False, totalEnergy=False, temperature=False, volume=False, density=False, separator=',', systemMass=None): | |
| """Create a StateDataReporter. | |
| Parameters: | |
| - file (string or file) The file to write to, specified as a file name or file object | |
| - reportInterval (int) The interval (in time steps) at which to write frames | |
| - step (boolean=False) Whether to write the current step index to the file | |
| - time (boolean=False) Whether to write the current time to the file | |
| - potentialEnergy (boolean=False) Whether to write the potential energy to the file | |
| - kineticEnergy (boolean=False) Whether to write the kinetic energy to the file | |
| - totalEnergy (boolean=False) Whether to write the total energy to the file | |
| - temperature (boolean=False) Whether to write the instantaneous temperature to the file | |
| - volume (boolean=False) Whether to write the periodic box volume to the file | |
| - density (boolean=False) Whether to write the system density to the file | |
| - separator (string=',') The separator to use between columns in the file | |
| - systemMass (mass=None) The total mass to use for the system when reporting density. If this is | |
| None (the default), the system mass is computed by summing the masses of all particles. This | |
| parameter is useful when the particle masses do not reflect their actual physical mass, such as | |
| when some particles have had their masses set to 0 to immobilize them. | |
| """ | |
| self._reportInterval = reportInterval | |
| self._openedFile = isinstance(file, str) | |
| if self._openedFile: | |
| self._out = open(file, 'w') | |
| else: | |
| self._out = file | |
| self._step = step | |
| self._time = time | |
| self._potentialEnergy = potentialEnergy | |
| self._kineticEnergy = kineticEnergy | |
| self._totalEnergy = totalEnergy | |
| self._temperature = temperature | |
| self._volume = volume | |
| self._density = density | |
| self._separator = separator | |
| self._totalMass = systemMass | |
| self._hasInitialized = False | |
| self._needsPositions = False | |
| self._needsVelocoties = False | |
| self._needsForces = False | |
| self._needEnergy = potentialEnergy or kineticEnergy or totalEnergy or temperature | |
| def describeNextReport(self, simulation): | |
| """Get information about the next report this object will generate. | |
| Parameters: | |
| - simulation (Simulation) The Simulation to generate a report for | |
| Returns: A five element tuple. The first element is the number of steps until the | |
| next report. The remaining elements specify whether that report will require | |
| positions, velocities, forces, and energies respectively. | |
| """ | |
| steps = self._reportInterval - simulation.currentStep%self._reportInterval | |
| return (steps, self._needsPositions, self._needsVelocoties, | |
| self._needsForces, self._needEnergy) | |
| def report(self, simulation, state): | |
| """Generate a report. | |
| Parameters: | |
| - simulation (Simulation) The Simulation to generate a report for | |
| - state (State) The current state of the simulation | |
| """ | |
| if not self._hasInitialized: | |
| self._initializeConstants(simulation) | |
| headers = self._headers() | |
| print >>self._out, '#"%s"' % ('"'+self._separator+'"').join(headers) | |
| self._hasInitialized = True | |
| # Check for errors. | |
| self._checkForErrors(simulation, state) | |
| # Query for the values | |
| values = self._constructReportValues(simulation, state) | |
| # Write the values. | |
| print >>self._out, self._separator.join(str(v) for v in values) | |
| def _constructReportValues(self, simulation, state): | |
| """Query the simulation for the current state of our observables of | |
| intertest. | |
| Parameters | |
| - simulation (Simulation) The Simulation to generate a report for | |
| - state (State) The current state of the simulation | |
| Returns | |
| - values (List) A list of values summarizing the current state of | |
| the simulation, to be printed or saved. Each element in the list | |
| corresponds to one of the columns in the resulting CSV file. | |
| """ | |
| values = [] | |
| box = state.getPeriodicBoxVectors() | |
| volume = box[0][0]*box[1][1]*box[2][2] | |
| if self._step: | |
| values.append(simulation.currentStep) | |
| if self._time: | |
| values.append(state.getTime().value_in_unit(unit.picosecond)) | |
| if self._potentialEnergy: | |
| values.append(state.getPotentialEnergy().value_in_unit(unit.kilojoules_per_mole)) | |
| if self._kineticEnergy: | |
| values.append(state.getKineticEnergy().value_in_unit(unit.kilojoules_per_mole)) | |
| if self._totalEnergy: | |
| values.append((state.getKineticEnergy()+state.getPotentialEnergy()).value_in_unit(unit.kilojoules_per_mole)) | |
| if self._temperature: | |
| values.append((2*state.getKineticEnergy()/(self._dof*0.00831451)).value_in_unit(unit.kilojoules_per_mole)) | |
| if self._volume: | |
| values.append(volume.value_in_unit(unit.nanometer**3)) | |
| if self._density: | |
| values.append((self._totalMass/volume).value_in_unit(unit.gram/unit.item/unit.milliliter)) | |
| return values | |
| def _initializeConstants(self, simulation): | |
| """Initialize a set of constants required for the reports | |
| Parameters | |
| - simulation (Simulation) The simulation to generate a report for | |
| """ | |
| system = simulation.system | |
| if self._temperature: | |
| # Compute the number of degrees of freedom. | |
| dof = 0 | |
| for i in range(system.getNumParticles()): | |
| if system.getParticleMass(i) > 0*unit.dalton: | |
| dof += 3 | |
| dof -= system.getNumConstraints() | |
| if any(type(system.getForce(i)) == mm.CMMotionRemover for i in range(system.getNumForces())): | |
| dof -= 3 | |
| self._dof = dof | |
| if self._density: | |
| if self._totalMass is None: | |
| # Compute the total system mass. | |
| self._totalMass = 0*unit.dalton | |
| for i in range(system.getNumParticles()): | |
| self._totalMass += system.getParticleMass(i) | |
| elif not unit.is_quantity(self._totalMass): | |
| self._totalMass = self._totalMass*unit.dalton | |
| def _headers(self): | |
| """Construct the headers for the CSV output | |
| Returns | |
| - headers (List) a list of strings giving the title of each | |
| observable being reported on. | |
| """ | |
| headers = [] | |
| if self._step: | |
| headers.append('Step') | |
| if self._time: | |
| headers.append('Time (ps)') | |
| if self._potentialEnergy: | |
| headers.append('Potential Energy (kJ/mole)') | |
| if self._kineticEnergy: | |
| headers.append('Kinetic Energy (kJ/mole)') | |
| if self._totalEnergy: | |
| headers.append('Total Energy (kJ/mole)') | |
| if self._temperature: | |
| headers.append('Temperature (K)') | |
| if self._volume: | |
| headers.append('Box Volume (nm^3)') | |
| if self._density: | |
| headers.append('Density (g/mL)') | |
| return headers | |
| def _checkForErrors(self, simulation, state): | |
| """Check for errors in the current state of the simulation | |
| Parameters | |
| - simulation (Simulation) The Simulation to generate a report for | |
| - state (State) The current state of the simulation | |
| """ | |
| if self._needEnergy: | |
| energy = (state.getKineticEnergy()+state.getPotentialEnergy()).value_in_unit(unit.kilojoules_per_mole) | |
| if math.isnan(energy): | |
| raise ValueError('Energy is NaN') | |
| if math.isinf(energy): | |
| raise ValueError('Energy is infinite') | |
| def __del__(self): | |
| if self._openedFile: | |
| self._out.close() |
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