From 189815e773f07653e1cdabbdf54361596dd075a9 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Wed, 17 Jan 2024 16:45:56 +0100 Subject: [PATCH 01/43] Initial commit to rename protocol settings --- .../openmm_rfe/equil_rfe_settings.py | 27 ++-- openfe/protocols/openmm_utils/omm_settings.py | 149 ++++++++++-------- 2 files changed, 102 insertions(+), 74 deletions(-) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index a4240fdd6..49c46b248 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -8,7 +8,7 @@ """ from __future__ import annotations -from typing import Optional +from typing import Optional, Literal from openff.units import unit from openff.models.types import FloatQuantity import os @@ -57,7 +57,7 @@ class Config: This describes the creation of the hybrid system. """ - unsampled_endstates = False + endstate_dispersion_correction = False """ Whether to have extra unsampled endstate windows for long range correction. Default False. @@ -69,25 +69,19 @@ class Config: Whether to use dispersion correction in the hybrid topology state. Default False. """ - softcore_LJ_v2 = True + softcore_LJ = Literal['gapsys', 'beutler'] """ Whether to use the LJ softcore function as defined by - Gapsys et al. JCTC 2012 Default True. + Gapsys et al. JCTC 2012 Default 'gapsys'. """ softcore_alpha = 0.85 """Softcore alpha parameter. Default 0.85""" - interpolate_old_and_new_14s = False + turn_off_core_unique_exceptions = False """ Whether to turn off interactions for new exceptions (not just 1,4s) at lambda 0 and old exceptions at lambda 1. If False they are present in the nonbonded force. Default False. """ - flatten_torsions = False - """ - Whether to scale torsion terms involving unique atoms, such that at the - endstate the torsion term is turned off/on depending on the state the - unique atoms belong to. Default False. - """ explicit_charge_correction = False """ Whether to explicitly account for a charge difference during the @@ -112,6 +106,17 @@ class RelativeHybridTopologyProtocolSettings(Settings): class Config: arbitrary_types_allowed = True + protocol_repeats: int = 3 + """ + Number of protocol repeats to run. Default 3 + """ + + @validator('protocol_repeats') + def must_be_positive(cls, v): + if v <= 0: + errmsg = "protocol_repeats must be a positive value" + raise ValueError(errmsg) + return v # Inherited things forcefield_settings: OpenMMSystemGeneratorFFSettings diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 9bcbcb41b..58f743cee 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -134,56 +134,65 @@ class Config: or `independent` (independently sampled lambda windows). Default `repex`. """ - online_analysis_interval: Optional[int] = 250 + steps_per_iteration = 250 * unit.timestep # todo: IntQuantity """ - MCMC steps (i.e. ``IntegratorSettings.n_steps``) interval at which + Number of integration timesteps between each time the MCMC move + is applied. Default 250 * unit.timestep. + """ + real_time_analysis_interval: Optional[int] = 250 + """ + MCMC steps (i.e. number of ``steps_per_iteration``) interval at which to perform an analysis of the free energies. At each interval, real time analysis data (e.g. current free energy estimate and timing data) will be written to a yaml file named - ``_real_time_analysis.yaml``. The - current error in the estimate will also be assed and if it drops - below ``AlchemicalSamplerSettings.online_analysis_target_error`` + ``_real_time_analysis.yaml``. The + current error in the estimate will also be assessed and if it drops + below ``AlchemicalSamplerSettings.early_termination_target_error`` the simulation will be terminated. If ``None``, no real time analysis will be performed and the yaml file will not be written. - Must be a multiple of ``SimulationSettings.checkpoint_interval`` + Must be a multiple of ``OutputSettings.checkpoint_interval`` Default `250`. - """ - online_analysis_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin - """ - Target error for the online analysis measured in kT. Once the free energy - is at or below this value, the simulation will be considered complete. A - suggested value of 0.2 * `unit.boltzmann_constant` * `unit.kelvin` has + + Example: + real_time_analysis_interval = 250 + timestep = 4 fs + steps_per_iteration = 250 * 4 fs + --> The free energy would be analyzed every 250 ps (250 * 250 * 4 fs) + """ + early_termination_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin + """ + Target error for the online analysis measured in kT. Once the MBAR error of + the free energy is at or below this value, the simulation will be + considered complete. + A suggested value of 0.2 * `unit.boltzmann_constant` * `unit.kelvin` has shown to be effective in both hydration and binding free energy benchmarks. Default 0.0 * `unit.boltzmann_constant` * `unit.kelvin`, i.e. no early termination will occur. """ - online_analysis_minimum_iterations = 500 + real_time_analysis_minimum_iterations = 500 """ - Number of iterations which must pass before online analysis is + Number of sampling iterations which must pass before real time analysis is carried out. Default 500. """ - n_repeats: int = 3 - """ - Number of independent repeats to run. Default 3 - """ - flatness_criteria = 'logZ-flatness' + + sams_flatness_criteria = 'logZ-flatness' """ SAMS only. Method for assessing when to switch to asymptomatically optimal scheme. One of ['logZ-flatness', 'minimum-visits', 'histogram-flatness']. Default 'logZ-flatness'. """ - gamma0 = 1.0 + sams_gamma0 = 1.0 """SAMS only. Initial weight adaptation rate. Default 1.0.""" n_replicas = 11 """Number of replicas to use. Default 11.""" - @validator('flatness_criteria') + @validator('sams_flatness_criteria') def supported_flatness(cls, v): supported = [ 'logz-flatness', 'minimum-visits', 'histogram-flatness' @@ -203,18 +212,18 @@ def supported_sampler(cls, v): raise ValueError(errmsg) return v - @validator('n_repeats', 'n_replicas') + @validator('n_replicas') def must_be_positive(cls, v): if v <= 0: - errmsg = "n_repeats and n_replicas must be positive values" + errmsg = "n_replicas must be a positive value" raise ValueError(errmsg) return v - @validator('online_analysis_target_error', 'n_repeats', - 'online_analysis_minimum_iterations', 'gamma0', 'n_replicas') + @validator('early_termination_target_error', + 'real_time_minimum_iterations', 'sams_gamma0', 'n_replicas') def must_be_zero_or_positive(cls, v): if v < 0: - errmsg = ("Online analysis target error, minimum iteration " + errmsg = ("Early termination target error, minimum iteration " "and SAMS gamm0 must be 0 or positive values.") raise ValueError(errmsg) return v @@ -244,13 +253,8 @@ class Config: timestep: FloatQuantity['femtosecond'] = 4 * unit.femtosecond """Size of the simulation timestep. Default 4 * unit.femtosecond.""" - collision_rate: FloatQuantity['1/picosecond'] = 1.0 / unit.picosecond + langevin_collision_rate: FloatQuantity['1/picosecond'] = 1.0 / unit.picosecond """Collision frequency. Default 1.0 / unit.pisecond.""" - n_steps = 250 * unit.timestep # todo: IntQuantity - """ - Number of integration timesteps between each time the MCMC move - is applied. Default 250 * unit.timestep. - """ reassign_velocities = False """ If True, velocities are reassigned from the Maxwell-Boltzmann @@ -267,6 +271,10 @@ class Config: """ Frequency at which volume scaling changes should be attempted. Default 25 * unit.timestep. + """ + # remove_com = + """ + """ @validator('collision_rate', 'n_restart_attempts') @@ -301,6 +309,50 @@ def must_be_inverse_time(cls, v): return v +class OutputSettings(SettingsBaseModel): + """ + Settings for simulation control, including lengths, + writing to disk, etc... + """ + class Config: + arbitrary_types_allowed = True + + # reporter settings + output_filename = 'simulation.nc' + """Path to the trajectory storage file. Default 'simulation.nc'.""" + output_structure = 'hybrid_system.pdb' + """ + Path of the output hybrid topology structure file. This is used + to visualise and further manipulate the system. + Default 'hybrid_system.pdb'. + """ + output_indices = 'not water' + """ + Selection string for which part of the system to write coordinates for. + Default 'not water'. + """ + checkpoint_interval = 250 * unit.timestep # todo: Needs IntQuantity + """ + Frequency to write the checkpoint file. Default 250 * unit.timestep. + """ + checkpoint_storage = 'checkpoint.nc' + """ + Separate filename for the checkpoint file. Note, this should + not be a full path, just a filename. Default 'checkpoint.nc'. + """ + forcefield_cache: Optional[str] = 'db.json' + """ + Filename for caching small molecule residue templates so they can be + later reused. + """ + + @validator('checkpoint_interval') + def must_be_positive(cls, v): + if v <= 0: + errmsg = "Checkpoint intervals must be positive" + raise ValueError(errmsg) + return v + class SimulationSettings(SettingsBaseModel): """ Settings for simulation control, including lengths, @@ -327,34 +379,6 @@ class Config: a multiple of the value defined for :class:`IntegratorSettings.nsteps`. """ - # reporter settings - output_filename = 'simulation.nc' - """Path to the trajectory storage file. Default 'simulation.nc'.""" - output_structure = 'hybrid_system.pdb' - """ - Path of the output hybrid topology structure file. This is used - to visualise and further manipulate the system. - Default 'hybrid_system.pdb'. - """ - output_indices = 'not water' - """ - Selection string for which part of the system to write coordinates for. - Default 'not water'. - """ - checkpoint_interval = 250 * unit.timestep # todo: Needs IntQuantity - """ - Frequency to write the checkpoint file. Default 250 * unit.timestep. - """ - checkpoint_storage = 'checkpoint.nc' - """ - Separate filename for the checkpoint file. Note, this should - not be a full path, just a filename. Default 'checkpoint.nc'. - """ - forcefield_cache: Optional[str] = 'db.json' - """ - Filename for caching small molecule residue templates so they can be - later reused. - """ @validator('equilibration_length', 'production_length') def is_time(cls, v): @@ -364,11 +388,10 @@ def is_time(cls, v): return v @validator('minimization_steps', 'equilibration_length', - 'production_length', 'checkpoint_interval') + 'production_length') def must_be_positive(cls, v): if v <= 0: - errmsg = ("Minimization steps, MD lengths, and checkpoint " - "intervals must be positive") + errmsg = ("Minimization steps, and MD lengths must be positive") raise ValueError(errmsg) return v From 7a4266e2ed625acac1960d2b6ea7d04c6b51862b Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 18 Jan 2024 09:18:09 +0100 Subject: [PATCH 02/43] more settings changes --- .../openmm_afe/equil_afe_settings.py | 15 ++++++++-- .../openmm_rfe/equil_rfe_settings.py | 8 +++-- openfe/protocols/openmm_utils/omm_settings.py | 29 ++++++++++--------- 3 files changed, 33 insertions(+), 19 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index b7407ee44..ca51af0bf 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -107,6 +107,18 @@ class AbsoluteSolvationSettings(Settings): class Config: arbitrary_types_allowed = True + protocol_repeats: int = 3 + """ + Number of protocol repeats to run. Default 3 + """ + + @validator('protocol_repeats') + def must_be_positive(cls, v): + if v <= 0: + errmsg = "protocol_repeats must be a positive value" + raise ValueError(errmsg) + return v + # Inherited things forcefield_settings: OpenMMSystemGeneratorFFSettings """Parameters to set up the force field with OpenMM Force Fields""" @@ -139,8 +151,7 @@ class Config: """ alchemsampler_settings: AlchemicalSamplerSettings """ - Settings for controlling how we sample alchemical space, including the - number of repeats. + Settings for controlling how we sample alchemical space. """ # MD Engine things diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 49c46b248..ae72bb933 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -71,8 +71,9 @@ class Config: """ softcore_LJ = Literal['gapsys', 'beutler'] """ - Whether to use the LJ softcore function as defined by - Gapsys et al. JCTC 2012 Default 'gapsys'. + Whether to use the LJ softcore function as defined by Gapsys et al. + JCTC 2012, or the one by Beutler et al. Chem. Phys. Lett. 1994. + Default 'gapsys'. """ softcore_alpha = 0.85 """Softcore alpha parameter. Default 0.85""" @@ -117,6 +118,7 @@ def must_be_positive(cls, v): errmsg = "protocol_repeats must be a positive value" raise ValueError(errmsg) return v + # Inherited things forcefield_settings: OpenMMSystemGeneratorFFSettings @@ -141,7 +143,7 @@ def must_be_positive(cls, v): """ alchemical_sampler_settings: AlchemicalSamplerSettings """ - Settings for sampling alchemical space, including the number of repeats. + Settings for alchemical sampler. """ # MD Engine things diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 58f743cee..f06b766b2 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -166,7 +166,7 @@ class Config: """ early_termination_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin """ - Target error for the online analysis measured in kT. Once the MBAR error of + Target error for the real time analysis measured in kT. Once the MBAR error of the free energy is at or below this value, the simulation will be considered complete. A suggested value of 0.2 * `unit.boltzmann_constant` * `unit.kelvin` has @@ -192,13 +192,14 @@ class Config: n_replicas = 11 """Number of replicas to use. Default 11.""" + @validator('sams_flatness_criteria') def supported_flatness(cls, v): supported = [ 'logz-flatness', 'minimum-visits', 'histogram-flatness' ] if v.lower() not in supported: - errmsg = ("Only the following flatness_criteria are " + errmsg = ("Only the following sams_flatness_criteria are " f"supported: {supported}") raise ValueError(errmsg) return v @@ -212,10 +213,10 @@ def supported_sampler(cls, v): raise ValueError(errmsg) return v - @validator('n_replicas') + @validator('n_replicas', 'steps_per_iteration') def must_be_positive(cls, v): if v <= 0: - errmsg = "n_replicas must be a positive value" + errmsg = "n_replicas and steps_per_iteration must be positive values" raise ValueError(errmsg) return v @@ -224,7 +225,7 @@ def must_be_positive(cls, v): def must_be_zero_or_positive(cls, v): if v < 0: errmsg = ("Early termination target error, minimum iteration " - "and SAMS gamm0 must be 0 or positive values.") + "and SAMS gamma0 must be 0 or positive values.") raise ValueError(errmsg) return v @@ -277,18 +278,18 @@ class Config: """ - @validator('collision_rate', 'n_restart_attempts') + @validator('langevin_collision_rate', 'n_restart_attempts') def must_be_positive_or_zero(cls, v): if v < 0: - errmsg = ("collision_rate, and n_restart_attempts must be " - "zero or positive values") + errmsg = ("langevin_collision_rate, and n_restart_attempts must be" + " zero or positive values") raise ValueError(errmsg) return v - @validator('timestep', 'n_steps', 'constraint_tolerance') + @validator('timestep', 'constraint_tolerance') def must_be_positive(cls, v): if v <= 0: - errmsg = ("timestep, n_steps, constraint_tolerance " + errmsg = ("timestep, and constraint_tolerance " "must be positive values") raise ValueError(errmsg) return v @@ -301,10 +302,10 @@ def is_time(cls, v): "(i.e. picoseconds)") return v - @validator('collision_rate') + @validator('langevin_collision_rate') def must_be_inverse_time(cls, v): if not v.is_compatible_with(1 / unit.picosecond): - raise ValueError("collision_rate must be in inverse time " + raise ValueError("langevin collision_rate must be in inverse time " "(i.e. 1/picoseconds)") return v @@ -369,7 +370,7 @@ class Config: steps from this equilibration length (i.e. ``equilibration_length`` / :class:`IntegratorSettings.timestep`) must be a multiple of the value defined for - :class:`IntegratorSettings.n_steps`. + :class:`AlchemicalSamplerSettings.steps_per_iteration`. """ production_length: FloatQuantity['nanosecond'] """ @@ -410,7 +411,7 @@ class Config: The total number of steps from this equilibration length (i.e. ``equilibration_length_nvt`` / :class:`IntegratorSettings.timestep`) must be a multiple of the value defined for - :class:`IntegratorSettings.n_steps`. + :class:`AlchemicalSamplerSettings.steps_per_iteration`. """ # reporter settings production_trajectory_filename = 'simulation.xtc' From 1ed1ea949cbfaa661a96971079fe92a94cbab09b Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 18 Jan 2024 09:32:17 +0100 Subject: [PATCH 03/43] Transfer changes in AlchemicalSamplerSettings to different protocols --- openfe/protocols/openmm_afe/base.py | 20 +++++++++---------- .../openmm_afe/equil_solvation_afe_method.py | 4 ++-- .../protocols/openmm_rfe/equil_rfe_methods.py | 7 ++++--- .../test_openmm_afe_solvation_protocol.py | 12 +++++------ .../test_openmm_equil_rfe_protocols.py | 12 +++++------ .../tests/protocols/test_openmm_rfe_slow.py | 4 ++-- .../tests/protocols/test_openmm_settings.py | 2 +- 7 files changed, 31 insertions(+), 30 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index 5cf8d0181..1c7878aa2 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -681,24 +681,24 @@ def _get_sampler( if sampler_settings.sampler_method.lower() == "repex": sampler = multistate.ReplicaExchangeSampler( mcmc_moves=integrator, - online_analysis_interval=sampler_settings.online_analysis_interval, - online_analysis_target_error=sampler_settings.online_analysis_target_error.m, - online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations + online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_target_error=sampler_settings.early_termination_target_error.m, + online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations ) elif sampler_settings.sampler_method.lower() == "sams": sampler = multistate.SAMSSampler( mcmc_moves=integrator, - online_analysis_interval=sampler_settings.online_analysis_interval, - online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations, - flatness_criteria=sampler_settings.flatness_criteria, - gamma0=sampler_settings.gamma0, + online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations, + flatness_criteria=sampler_settings.sams_flatness_criteria, + gamma0=sampler_settings.sams_gamma0, ) elif sampler_settings.sampler_method.lower() == 'independent': sampler = multistate.MultiStateSampler( mcmc_moves=integrator, - online_analysis_interval=sampler_settings.online_analysis_interval, - online_analysis_target_error=sampler_settings.online_analysis_target_error.m, - online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations + online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_target_error=sampler_settings.early_termination_target_error.m, + online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations ) sampler.create( diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index 73c9c7eed..dd9c60660 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -617,7 +617,7 @@ def _create( name=(f"Absolute Solvation, {alchname} solvent leg: " f"repeat {i} generation 0"), ) - for i in range(self.settings.alchemsampler_settings.n_repeats) + for i in range(self.settings.n_repeats) ] vacuum_units = [ @@ -631,7 +631,7 @@ def _create( name=(f"Absolute Solvation, {alchname} vacuum leg: " f"repeat {i} generation 0"), ) - for i in range(self.settings.alchemsampler_settings.n_repeats) + for i in range(self.settings.n_repeats) ] return solvent_units + vacuum_units diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 8c5cc1f55..cd946d255 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -448,6 +448,7 @@ def _default_settings(cls): a set of default settings """ return RelativeHybridTopologyProtocolSettings( + n_repeats=settings.n_repeats, forcefield_settings=settings.OpenMMSystemGeneratorFFSettings(), thermo_settings=settings.ThermoSettings( temperature=298.15 * unit.kelvin, @@ -497,7 +498,7 @@ def _create( Anames = ','.join(c.name for c in alchem_comps['stateA']) Bnames = ','.join(c.name for c in alchem_comps['stateB']) # our DAG has no dependencies, so just list units - n_repeats = self.settings.alchemical_sampler_settings.n_repeats + n_repeats = self.settings.n_repeats units = [RelativeHybridTopologyProtocolUnit( stateA=stateA, stateB=stateB, ligandmapping=ligandmapping, settings=self.settings, @@ -883,8 +884,8 @@ def run(self, *, dry=False, verbose=True, hybrid_factory=hybrid_factory, online_analysis_interval=sampler_settings.online_analysis_interval, online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations, - flatness_criteria=sampler_settings.flatness_criteria, - gamma0=sampler_settings.gamma0, + flatness_criteria=sampler_settings.sams_flatness_criteria, + gamma0=sampler_settings.sams_gamma0, ) elif sampler_settings.sampler_method.lower() == 'independent': sampler = _rfe_utils.multistate.HybridMultiStateSampler( diff --git a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py index 4bcd6be3b..a07b20d33 100644 --- a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py +++ b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py @@ -257,7 +257,7 @@ def test_vac_bad_nonbonded(benzene_modifications): def test_dry_run_vac_benzene(benzene_modifications, method, tmpdir): s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.alchemsampler_settings.n_repeats = 1 + s.n_repeats = 1 s.alchemsampler_settings.sampler_method = method protocol = openmm_afe.AbsoluteSolvationProtocol( @@ -300,7 +300,7 @@ def test_dry_run_vac_benzene(benzene_modifications, def test_confgen_fail_AFE(benzene_modifications, tmpdir): # check system parametrisation works even if confgen fails s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.alchemsampler_settings.n_repeats = 1 + s.n_repeats = 1 protocol = openmm_afe.AbsoluteSolvationProtocol( settings=s, @@ -335,7 +335,7 @@ def test_confgen_fail_AFE(benzene_modifications, tmpdir): def test_dry_run_solv_benzene(benzene_modifications, tmpdir): s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.alchemsampler_settings.n_repeats = 1 + s.n_repeats = 1 s.solvent_simulation_settings.output_indices = "resname UNK" protocol = openmm_afe.AbsoluteSolvationProtocol( @@ -380,7 +380,7 @@ def test_dry_run_solv_benzene(benzene_modifications, tmpdir): def test_dry_run_solv_benzene_tip4p(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() - s.alchemsampler_settings.n_repeats = 1 + s.n_repeats = 1 s.forcefield_settings.forcefields = [ "amber/ff14SB.xml", # ff14SB protein force field "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS @@ -426,7 +426,7 @@ def test_dry_run_solv_user_charges_benzene(benzene_modifications, tmpdir): alchemical system. """ s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.alchemsampler_settings.n_repeats = 1 + s.n_repeats = 1 protocol = openmm_afe.AbsoluteSolvationProtocol( settings=s, @@ -506,7 +506,7 @@ def assign_fictitious_charges(offmol): def test_high_timestep(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() - s.alchemsampler_settings.n_repeats = 1 + s.n_repeats = 1 s.forcefield_settings.hydrogen_mass = 1.0 protocol = AbsoluteSolvationProtocol( diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index d961c3b6a..45d6ccab2 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -180,7 +180,7 @@ def test_dry_run_default_vacuum(benzene_vacuum_system, toluene_vacuum_system, vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() vac_settings.system_settings.nonbonded_method = 'nocutoff' vac_settings.alchemical_sampler_settings.sampler_method = method - vac_settings.alchemical_sampler_settings.n_repeats = 1 + vac_settings.n_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=vac_settings, @@ -381,7 +381,7 @@ def test_dry_run_ligand(benzene_system, toluene_system, # this might be a bit time consuming settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.alchemical_sampler_settings.sampler_method = method - settings.alchemical_sampler_settings.n_repeats = 1 + settings.n_repeats = 1 settings.simulation_settings.output_indices = 'resname UNK' protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -413,7 +413,7 @@ def test_confgen_mocked_fail(benzene_system, toluene_system, Check that even if conformer generation fails, we can still perform a sim """ settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - settings.alchemical_sampler_settings.n_repeats = 1 + settings.n_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol(settings=settings) @@ -470,7 +470,7 @@ def test_dry_run_user_charges(benzene_modifications, tmpdir): """ vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() vac_settings.system_settings.nonbonded_method = 'nocutoff' - vac_settings.alchemical_sampler_settings.n_repeats = 1 + vac_settings.n_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=vac_settings, @@ -629,7 +629,7 @@ def test_dry_run_complex(benzene_complex_system, toluene_complex_system, # this will be very time consuming settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.alchemical_sampler_settings.sampler_method = method - settings.alchemical_sampler_settings.n_repeats = 1 + settings.n_repeats = 1 settings.simulation_settings.output_indices = 'protein or resname UNK' protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -1211,7 +1211,7 @@ def tyk2_xml(tmp_path_factory): settings.forcefield_settings.small_molecule_forcefield = 'openff-2.0.0' settings.system_settings.nonbonded_method = 'nocutoff' settings.forcefield_settings.hydrogen_mass = 3.0 - settings.alchemical_sampler_settings.n_repeats = 1 + settings.n_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol(settings) diff --git a/openfe/tests/protocols/test_openmm_rfe_slow.py b/openfe/tests/protocols/test_openmm_rfe_slow.py index 2af72929c..985f85a7a 100644 --- a/openfe/tests/protocols/test_openmm_rfe_slow.py +++ b/openfe/tests/protocols/test_openmm_rfe_slow.py @@ -49,7 +49,7 @@ def test_openmm_run_engine(benzene_vacuum_system, platform, s.simulation_settings.production_length = 0.1 * unit.picosecond s.integrator_settings.n_steps = 5 * unit.timestep s.system_settings.nonbonded_method = 'nocutoff' - s.alchemical_sampler_settings.n_repeats = 1 + s.n_repeats = 1 s.engine_settings.compute_platform = platform s.simulation_settings.checkpoint_interval = 5 * unit.timestep @@ -106,7 +106,7 @@ def test_run_eg5_sim(eg5_protein, eg5_ligands, eg5_cofactor, tmpdir): s.simulation_settings.equilibration_length = 0.1 * unit.picosecond s.simulation_settings.production_length = 0.1 * unit.picosecond s.integrator_settings.n_steps = 5 * unit.timestep - s.alchemical_sampler_settings.n_repeats = 1 + s.n_repeats = 1 s.simulation_settings.checkpoint_interval = 5 * unit.timestep p = openmm_rfe.RelativeHybridTopologyProtocol(s) diff --git a/openfe/tests/protocols/test_openmm_settings.py b/openfe/tests/protocols/test_openmm_settings.py index f73a2907b..61d45ca6c 100644 --- a/openfe/tests/protocols/test_openmm_settings.py +++ b/openfe/tests/protocols/test_openmm_settings.py @@ -26,7 +26,7 @@ def test_solvation_settings(self): assert s.solvent_padding == 1.1 * unit.nanometer def test_alchemical_sampler_settings(self): - # todo: online_analysis_target_error is in kT, how to pass this as string? + # todo: early_termination_target_error is in kT, how to pass this as string? pass def test_integator_settings(self): From a16a91e97ce0c8fdbd136dec2092126b94dcd9cd Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 18 Jan 2024 09:53:39 +0100 Subject: [PATCH 04/43] Change n_steps in protocols --- openfe/protocols/openmm_afe/base.py | 9 +++++---- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 10 +++++----- openfe/protocols/openmm_rfe/equil_rfe_settings.py | 4 ++-- openfe/tests/protocols/test_openmm_rfe_slow.py | 4 ++-- 4 files changed, 14 insertions(+), 13 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index 1c7878aa2..2148748d2 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -615,7 +615,8 @@ def _get_ctx_caches( def _get_integrator( self, - integrator_settings: IntegratorSettings + integrator_settings: IntegratorSettings, + alchemsampler_settings: AlchemicalSamplerSettings ) -> openmmtools.mcmc.LangevinDynamicsMove: """ Return a LangevinDynamicsMove integrator @@ -631,8 +632,8 @@ def _get_integrator( """ integrator = openmmtools.mcmc.LangevinDynamicsMove( timestep=to_openmm(integrator_settings.timestep), - collision_rate=to_openmm(integrator_settings.collision_rate), - n_steps=integrator_settings.n_steps.m, + collision_rate=to_openmm(integrator_settings.langevin_collision_rate), + n_steps=alchemsampler_settings.steps_per_iteration.m, reassign_velocities=integrator_settings.reassign_velocities, n_restart_attempts=integrator_settings.n_restart_attempts, constraint_tolerance=integrator_settings.constraint_tolerance, @@ -740,7 +741,7 @@ def _run_simulation( if not a dry run. """ # Get the relevant simulation steps - mc_steps = settings['integrator_settings'].n_steps.m + mc_steps = settings['sampler_settings'].steps_per_iteration.m equil_steps = settings_validation.get_simsteps( sim_length=settings['simulation_settings'].equilibration_length, diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index cd946d255..65dd4ffbe 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -628,13 +628,14 @@ def run(self, *, dry=False, verbose=True, forcefield_settings: settings.OpenMMSystemGeneratorFFSettings = protocol_settings.forcefield_settings thermo_settings: settings.ThermoSettings = protocol_settings.thermo_settings alchem_settings: AlchemicalSettings = protocol_settings.alchemical_settings + alchem_sampler_settings: AlchemicalSamplerSettings = protocol_settings.alchemical_sampler_settings lambda_settings: LambdaSettings = protocol_settings.lambda_settings system_settings: SystemSettings = protocol_settings.system_settings solvation_settings: SolvationSettings = protocol_settings.solvation_settings sampler_settings: AlchemicalSamplerSettings = protocol_settings.alchemical_sampler_settings sim_settings: SimulationSettings = protocol_settings.simulation_settings timestep = protocol_settings.integrator_settings.timestep - mc_steps = protocol_settings.integrator_settings.n_steps.m + mc_steps = protocol_settings.alchemical_sampler_settings.steps_per_iteration.m # is the timestep good for the mass? settings_validation.validate_timestep( @@ -788,8 +789,7 @@ def run(self, *, dry=False, verbose=True, softcore_alpha=alchem_settings.softcore_alpha, softcore_LJ_v2=alchem_settings.softcore_LJ_v2, softcore_LJ_v2_alpha=alchem_settings.softcore_alpha, - interpolate_old_and_new_14s=alchem_settings.interpolate_old_and_new_14s, - flatten_torsions=alchem_settings.flatten_torsions, + interpolate_old_and_new_14s=alchem_settings.turn_off_core_unique_exceptions, ) # 4. Create lambda schedule @@ -862,7 +862,7 @@ def run(self, *, dry=False, verbose=True, integrator = openmmtools.mcmc.LangevinDynamicsMove( timestep=to_openmm(integrator_settings.timestep), collision_rate=to_openmm(integrator_settings.collision_rate), - n_steps=integrator_settings.n_steps.m, + n_steps=alchem_sampler_settings.steps_per_iteration.m, reassign_velocities=integrator_settings.reassign_velocities, n_restart_attempts=integrator_settings.n_restart_attempts, constraint_tolerance=integrator_settings.constraint_tolerance, @@ -904,7 +904,7 @@ def run(self, *, dry=False, verbose=True, reporter=reporter, lambda_protocol=lambdas, temperature=to_openmm(thermo_settings.temperature), - endstates=alchem_settings.unsampled_endstates, + endstates=alchem_settings.endstate_dispersion_correction, minimization_platform=platform.getName(), ) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index ae72bb933..8bf2c838d 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -80,8 +80,8 @@ class Config: turn_off_core_unique_exceptions = False """ Whether to turn off interactions for new exceptions (not just 1,4s) - at lambda 0 and old exceptions at lambda 1. If False they are present - in the nonbonded force. Default False. + at lambda 0 and old exceptions at lambda 1 between unique atoms and core + atoms. If False they are present in the nonbonded force. Default False. """ explicit_charge_correction = False """ diff --git a/openfe/tests/protocols/test_openmm_rfe_slow.py b/openfe/tests/protocols/test_openmm_rfe_slow.py index 985f85a7a..3777603db 100644 --- a/openfe/tests/protocols/test_openmm_rfe_slow.py +++ b/openfe/tests/protocols/test_openmm_rfe_slow.py @@ -47,7 +47,7 @@ def test_openmm_run_engine(benzene_vacuum_system, platform, s = openfe.protocols.openmm_rfe.RelativeHybridTopologyProtocol.default_settings() s.simulation_settings.equilibration_length = 0.1 * unit.picosecond s.simulation_settings.production_length = 0.1 * unit.picosecond - s.integrator_settings.n_steps = 5 * unit.timestep + s.alchemical_sampler_settings.steps_per_iteration = 5 * unit.timestep s.system_settings.nonbonded_method = 'nocutoff' s.n_repeats = 1 s.engine_settings.compute_platform = platform @@ -105,7 +105,7 @@ def test_run_eg5_sim(eg5_protein, eg5_ligands, eg5_cofactor, tmpdir): s = openfe.protocols.openmm_rfe.RelativeHybridTopologyProtocol.default_settings() s.simulation_settings.equilibration_length = 0.1 * unit.picosecond s.simulation_settings.production_length = 0.1 * unit.picosecond - s.integrator_settings.n_steps = 5 * unit.timestep + s.alchemical_sampler_settings.steps_per_iteration = 5 * unit.timestep s.n_repeats = 1 s.simulation_settings.checkpoint_interval = 5 * unit.timestep From 190eec9a193b9dc2cf6011f94ad7b1628efa8cdb Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 18 Jan 2024 10:30:07 +0100 Subject: [PATCH 05/43] Propagate changes in OutputSettings to protocols and tests --- openfe/protocols/openmm_afe/base.py | 31 ++++++------ .../openmm_afe/equil_afe_settings.py | 20 ++++++-- .../openmm_afe/equil_solvation_afe_method.py | 10 +++- .../protocols/openmm_md/plain_md_methods.py | 48 ++++++++++--------- .../protocols/openmm_md/plain_md_settings.py | 5 +- .../protocols/openmm_rfe/equil_rfe_methods.py | 21 ++++---- .../openmm_rfe/equil_rfe_settings.py | 9 +++- openfe/protocols/openmm_utils/omm_settings.py | 21 ++++---- .../tests/protocols/test_openmm_afe_slow.py | 8 ++-- .../test_openmm_afe_solvation_protocol.py | 2 +- .../test_openmm_equil_rfe_protocols.py | 4 +- .../test_openmm_plain_md_protocols.py | 4 +- .../tests/protocols/test_openmm_rfe_slow.py | 4 +- 13 files changed, 110 insertions(+), 77 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index 2148748d2..de1604e9a 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -53,7 +53,7 @@ from openfe.protocols.openmm_afe.equil_afe_settings import ( SolvationSettings, AlchemicalSamplerSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettings, LambdaSettings, + IntegratorSettings, SimulationSettings, LambdaSettings, OutputSettings, ) from openfe.protocols.openmm_rfe._rfe_utils import compute from ..openmm_utils import ( @@ -238,6 +238,7 @@ def _handle_settings(self): * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings * simulation_settings : SimulationSettings + * output_settings: OutputSettings Settings may change depending on what type of simulation you are running. Cherry pick them and return them to be available later on. @@ -270,7 +271,7 @@ def _get_system_generator( system_generator : openmmforcefields.generator.SystemGenerator System Generator to parameterise this unit. """ - ffcache = settings['simulation_settings'].forcefield_cache + ffcache = settings['output_settings'].forcefield_cache if ffcache is not None: ffcache = self.shared_basepath / ffcache @@ -536,7 +537,7 @@ def _get_reporter( self, topology: app.Topology, positions: openmm.unit.Quantity, - simulation_settings: SimulationSettings, + output_settings: OutputSettings, ) -> multistate.MultiStateReporter: """ Get a MultistateReporter for the simulation you are running. @@ -545,8 +546,8 @@ def _get_reporter( ---------- topology : app.Topology A Topology of the system being created. - simulation_settings : SimulationSettings - Settings for the simulation. + output_settings: OutputSettings + Output settings for the simulations Returns ------- @@ -556,16 +557,16 @@ def _get_reporter( mdt_top = mdt.Topology.from_openmm(topology) selection_indices = mdt_top.select( - simulation_settings.output_indices + output_settings.output_indices ) - nc = self.shared_basepath / simulation_settings.output_filename - chk = simulation_settings.checkpoint_storage + nc = self.shared_basepath / output_settings.output_filename + chk = output_settings.checkpoint_storage_filename reporter = multistate.MultiStateReporter( storage=nc, analysis_particle_indices=selection_indices, - checkpoint_interval=simulation_settings.checkpoint_interval.m, + checkpoint_interval=output_settings.checkpoint_interval.m, checkpoint_storage=chk, ) @@ -576,7 +577,7 @@ def _get_reporter( mdt_top.subset(selection_indices), ) traj.save_pdb( - self.shared_basepath / simulation_settings.output_structure + self.shared_basepath / output_settings.output_structure ) return reporter @@ -793,8 +794,8 @@ def _run_simulation( reporter.close() # clean up the reporter file - fns = [self.shared_basepath / settings['simulation_settings'].output_filename, - self.shared_basepath / settings['simulation_settings'].checkpoint_storage] + fns = [self.shared_basepath / settings['output_settings'].output_filename, + self.shared_basepath / settings['output_settings'].checkpoint_storage_filename] for fn in fns: os.remove(fn) @@ -878,7 +879,7 @@ def run(self, dry=False, verbose=True, # 11. Create the multistate reporter & create PDB reporter = self._get_reporter( omm_topology, positions, - settings['simulation_settings'], + settings['output_settings'], ) # Wrap in try/finally to avoid memory leak issues @@ -925,8 +926,8 @@ def run(self, dry=False, verbose=True, del integrator, sampler if not dry: - nc = self.shared_basepath / settings['simulation_settings'].output_filename - chk = settings['simulation_settings'].checkpoint_storage + nc = self.shared_basepath / settings['output_settings'].output_filename + chk = settings['output_settings'].checkpoint_storage_filename return { 'nc': nc, 'last_checkpoint': chk, diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index ca51af0bf..1631ec91d 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -27,7 +27,8 @@ AlchemicalSamplerSettings, OpenMMEngineSettings, IntegratorSettings, - SimulationSettings + SimulationSettings, + OutputSettings, ) import numpy as np @@ -176,11 +177,20 @@ def must_be_positive(cls, v): # Simulation run settings vacuum_simulation_settings: SimulationSettings """ - Simulation control settings, including simulation lengths and - record-keeping for the vacuum transformation. + Simulation control settings, including simulation lengths + for the vacuum transformation. """ solvent_simulation_settings: SimulationSettings """ - Simulation control settings, including simulation lengths and - record-keeping for the solvent transformation. + Simulation control settings, including simulation lengths + for the solvent transformation. + """ + vacuum_output_settings: OutputSettings + """ + Simulation output settings for the vacuum transformation. """ + solvent_output_settings: OutputSettings + """ + Simulation output settings for the solvent transformation. + """ + diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index dd9c60660..63811a361 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -52,7 +52,7 @@ AbsoluteSolvationSettings, SystemSettings, SolvationSettings, AlchemicalSettings, LambdaSettings, AlchemicalSamplerSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettings, + IntegratorSettings, SimulationSettings, OutputSettings, SettingsBaseModel, ) from ..openmm_utils import system_validation, settings_validation @@ -415,12 +415,16 @@ def _default_settings(cls): solvent_simulation_settings=SimulationSettings( equilibration_length=1.0 * unit.nanosecond, production_length=10.0 * unit.nanosecond, + ), + solvent_output_settings=OutputSettings( output_filename='solvent.nc', checkpoint_storage='solvent_checkpoint.nc', ), vacuum_simulation_settings=SimulationSettings( equilibration_length=0.5 * unit.nanosecond, production_length=2.0 * unit.nanosecond, + ), + vacuum_output_setting=OutputSettings( output_filename='vacuum.nc', checkpoint_storage='vacuum_checkpoint.nc' ), @@ -716,6 +720,7 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings * simulation_settings : SimulationSettings + * output_settings: OutputSettings """ prot_settings = self._inputs['settings'] @@ -730,6 +735,7 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: settings['engine_settings'] = prot_settings.vacuum_engine_settings settings['integrator_settings'] = prot_settings.integrator_settings settings['simulation_settings'] = prot_settings.vacuum_simulation_settings + settings['output_settings'] = prot_settings.vacuum_output_settings settings_validation.validate_timestep( settings['forcefield_settings'].hydrogen_mass, @@ -802,6 +808,7 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings * simulation_settings : SimulationSettings + * output_settings: OutputSettings """ prot_settings = self._inputs['settings'] @@ -816,6 +823,7 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: settings['engine_settings'] = prot_settings.solvent_engine_settings settings['integrator_settings'] = prot_settings.integrator_settings settings['simulation_settings'] = prot_settings.solvent_simulation_settings + settings['output_settings'] = prot_settings.solvent_output_settings settings_validation.validate_timestep( settings['forcefield_settings'].hydrogen_mass, diff --git a/openfe/protocols/openmm_md/plain_md_methods.py b/openfe/protocols/openmm_md/plain_md_methods.py index 0feab1339..773c5d03f 100644 --- a/openfe/protocols/openmm_md/plain_md_methods.py +++ b/openfe/protocols/openmm_md/plain_md_methods.py @@ -35,7 +35,7 @@ from openfe.protocols.openmm_md.plain_md_settings import ( PlainMDProtocolSettings, SystemSettings, SolvationSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettingsMD, + IntegratorSettings, SimulationSettingsMD, OutputSettingsMD, RepeatSettings, ) from openff.toolkit.topology import Molecule as OFFMolecule @@ -247,6 +247,7 @@ def __init__(self, *, def _run_MD(simulation: openmm.app.Simulation, positions: omm_unit.Quantity, simulation_settings: SimulationSettingsMD, + output_settings: OutputSettingsMD, temperature: settings.ThermoSettings.temperature, barostat_frequency: IntegratorSettings.barostat_frequency, equil_steps_nvt: int, @@ -267,6 +268,8 @@ def _run_MD(simulation: openmm.app.Simulation, Initial positions for the system. simulation_settings : SimulationSettingsMD Settings for MD simulation + output_settings: OutputSettingsMD + Settings for output of MD simulation temperature: settings.ThermoSettings.temperature temperature setting barostat_frequency: IntegratorSettings.barostat_frequency @@ -300,7 +303,7 @@ def _run_MD(simulation: openmm.app.Simulation, # Get the sub selection of the system to save coords for selection_indices = mdtraj.Topology.from_openmm( - simulation.topology).select(simulation_settings.output_indices) + simulation.topology).select(output_settings.output_indices) positions = to_openmm(from_openmm( simulation.context.getState(getPositions=True, @@ -314,7 +317,7 @@ def _run_MD(simulation: openmm.app.Simulation, ) traj.save_pdb( - shared_basepath / simulation_settings.minimized_structure + shared_basepath / output_settings.minimized_structure ) # equilibrate # NVT equilibration @@ -348,7 +351,7 @@ def _run_MD(simulation: openmm.app.Simulation, mdtraj_top.subset(selection_indices), ) traj.save_pdb( - shared_basepath / simulation_settings.equil_NVT_structure + shared_basepath / output_settings.equil_NVT_structure ) # NPT equilibration @@ -380,7 +383,7 @@ def _run_MD(simulation: openmm.app.Simulation, mdtraj_top.subset(selection_indices), ) traj.save_pdb( - shared_basepath / simulation_settings.equil_NPT_structure + shared_basepath / output_settings.equil_NPT_structure ) # production @@ -389,15 +392,15 @@ def _run_MD(simulation: openmm.app.Simulation, # Setup the reporters simulation.reporters.append(XTCReporter( - file=str(shared_basepath / simulation_settings.production_trajectory_filename), - reportInterval=simulation_settings.trajectory_write_interval.m, + file=str(shared_basepath / output_settings.production_trajectory_filename), + reportInterval=output_settings.trajectory_write_interval.m, atomSubset=selection_indices)) simulation.reporters.append(openmm.app.CheckpointReporter( - file=str(shared_basepath / simulation_settings.checkpoint_storage_filename), - reportInterval=simulation_settings.checkpoint_interval.m)) + file=str(shared_basepath / output_settings.checkpoint_storage_filename), + reportInterval=output_settings.checkpoint_interval.m)) simulation.reporters.append(openmm.app.StateDataReporter( - str(shared_basepath / simulation_settings.log_output), - simulation_settings.checkpoint_interval.m, + str(shared_basepath / output_settings.log_output), + output_settings.checkpoint_interval.m, step=True, time=True, potentialEnergy=True, @@ -466,8 +469,8 @@ def run(self, *, dry=False, verbose=True, system_settings: SystemSettings = protocol_settings.system_settings solvation_settings: SolvationSettings = \ protocol_settings.solvation_settings - sim_settings: SimulationSettingsMD = \ - protocol_settings.simulation_settings + sim_settings: SimulationSettingsMD = protocol_settings.simulation_settings + output_settings: OutputSettingsMD = protocol_settings.output_settings timestep = protocol_settings.integrator_settings.timestep mc_steps = protocol_settings.integrator_settings.n_steps.m integrator_settings = protocol_settings.integrator_settings @@ -494,8 +497,8 @@ def run(self, *, dry=False, verbose=True, # 1. Create stateA system # a. get a system generator - if sim_settings.forcefield_cache is not None: - ffcache = shared_basepath / sim_settings.forcefield_cache + if output_settings.forcefield_cache is not None: + ffcache = shared_basepath / output_settings.forcefield_cache else: ffcache = None @@ -547,7 +550,7 @@ def run(self, *, dry=False, verbose=True, ) # f. Save pdb of entire system - with open(shared_basepath / sim_settings.preminimized_structure, "w") as f: + with open(shared_basepath / output_settings.preminimized_structure, "w") as f: openmm.app.PDBFile.writeFile( stateA_topology, stateA_positions, file=f, keepIds=True ) @@ -577,6 +580,7 @@ def run(self, *, dry=False, verbose=True, self._run_MD(simulation, stateA_positions, sim_settings, + output_settings, thermo_settings.temperature, integrator_settings.barostat_frequency, equil_steps_nvt, @@ -592,12 +596,12 @@ def run(self, *, dry=False, verbose=True, if not dry: # pragma: no-cover return { - 'system_pdb': shared_basepath / sim_settings.preminimized_structure, - 'minimized_pdb': shared_basepath / sim_settings.minimized_structure, - 'nvt_equil_pdb': shared_basepath / sim_settings.equil_NVT_structure, - 'npt_equil_pdb': shared_basepath / sim_settings.equil_NPT_structure, - 'nc': shared_basepath / sim_settings.production_trajectory_filename, - 'last_checkpoint': shared_basepath / sim_settings.checkpoint_storage_filename, + 'system_pdb': shared_basepath / output_settings.preminimized_structure, + 'minimized_pdb': shared_basepath / output_settings.minimized_structure, + 'nvt_equil_pdb': shared_basepath / output_settings.equil_NVT_structure, + 'npt_equil_pdb': shared_basepath / output_settings.equil_NPT_structure, + 'nc': shared_basepath / output_settings.production_trajectory_filename, + 'last_checkpoint': shared_basepath / output_settings.checkpoint_storage_filename, } else: return {'debug': {'system': stateA_system}} diff --git a/openfe/protocols/openmm_md/plain_md_settings.py b/openfe/protocols/openmm_md/plain_md_settings.py index 09b4b3b4e..bd7af609f 100644 --- a/openfe/protocols/openmm_md/plain_md_settings.py +++ b/openfe/protocols/openmm_md/plain_md_settings.py @@ -10,7 +10,7 @@ from openfe.protocols.openmm_utils.omm_settings import ( Settings, SystemSettings, SolvationSettings, OpenMMEngineSettings, SimulationSettingsMD, - IntegratorSettings + IntegratorSettings, OutputSettingsMD, ) from gufe.settings import SettingsBaseModel @@ -43,3 +43,6 @@ class Config: # Setting number of repeats of md simulation repeat_settings: RepeatSettings + + #Simulations output settings + output_settings: OutputSettingsMD diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 65dd4ffbe..1d9434b37 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -55,7 +55,7 @@ RelativeHybridTopologyProtocolSettings, SystemSettings, SolvationSettings, AlchemicalSettings, LambdaSettings, AlchemicalSamplerSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettings + IntegratorSettings, SimulationSettings, OutputSettings, ) from ..openmm_utils import ( system_validation, settings_validation, system_creation, @@ -634,6 +634,7 @@ def run(self, *, dry=False, verbose=True, solvation_settings: SolvationSettings = protocol_settings.solvation_settings sampler_settings: AlchemicalSamplerSettings = protocol_settings.alchemical_sampler_settings sim_settings: SimulationSettings = protocol_settings.simulation_settings + output_settings: OutputSettings = protocol_settings.output_settings timestep = protocol_settings.integrator_settings.timestep mc_steps = protocol_settings.alchemical_sampler_settings.steps_per_iteration.m @@ -663,8 +664,8 @@ def run(self, *, dry=False, verbose=True, # 1. Create stateA system # a. get a system generator - if sim_settings.forcefield_cache is not None: - ffcache = shared_basepath / sim_settings.forcefield_cache + if output_settings.forcefield_cache is not None: + ffcache = shared_basepath / output_settings.forcefield_cache else: ffcache = None @@ -811,16 +812,16 @@ def run(self, *, dry=False, verbose=True, # 9. Create the multistate reporter # Get the sub selection of the system to print coords for selection_indices = hybrid_factory.hybrid_topology.select( - sim_settings.output_indices + output_settings.output_indices ) # a. Create the multistate reporter - nc = shared_basepath / sim_settings.output_filename - chk = sim_settings.checkpoint_storage + nc = shared_basepath / output_settings.output_filename + chk = output_settings.checkpoint_storage_filename reporter = multistate.MultiStateReporter( storage=nc, analysis_particle_indices=selection_indices, - checkpoint_interval=sim_settings.checkpoint_interval.m, + checkpoint_interval=output_settings.checkpoint_interval.m, checkpoint_storage=chk, ) @@ -836,7 +837,7 @@ def run(self, *, dry=False, verbose=True, hybrid_factory.hybrid_positions[selection_indices, :], hybrid_factory.hybrid_topology.subset(selection_indices), ).save_pdb( - shared_basepath / sim_settings.output_structure, + shared_basepath / output_settings.output_structure, bfactors=bfactors, ) @@ -955,8 +956,8 @@ def run(self, *, dry=False, verbose=True, else: # clean up the reporter file - fns = [shared_basepath / sim_settings.output_filename, - shared_basepath / sim_settings.checkpoint_storage] + fns = [shared_basepath / output_settings.output_filename, + shared_basepath / output_settings.checkpoint_storage_filename] for fn in fns: os.remove(fn) finally: diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 8bf2c838d..0639d7b75 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -21,7 +21,8 @@ ) from openfe.protocols.openmm_utils.omm_settings import ( SystemSettings, SolvationSettings, AlchemicalSamplerSettings, - OpenMMEngineSettings, IntegratorSettings, SimulationSettings + OpenMMEngineSettings, IntegratorSettings, SimulationSettings, + OutputSettings, ) try: @@ -157,5 +158,9 @@ def must_be_positive(cls, v): # Simulation run settings simulation_settings: SimulationSettings """ - Simulation control settings, including simulation lengths and record-keeping. + Simulation control settings, including simulation lengths. + """ + output_settings: OutputSettings + """ + Simulation output control settings. """ diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index f06b766b2..6ae499295 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -312,7 +312,7 @@ def must_be_inverse_time(cls, v): class OutputSettings(SettingsBaseModel): """ - Settings for simulation control, including lengths, + Settings for simulation output settings, writing to disk, etc... """ class Config: @@ -336,10 +336,10 @@ class Config: """ Frequency to write the checkpoint file. Default 250 * unit.timestep. """ - checkpoint_storage = 'checkpoint.nc' + checkpoint_storage_filename = 'checkpoint.chk' """ Separate filename for the checkpoint file. Note, this should - not be a full path, just a filename. Default 'checkpoint.nc'. + not be a full path, just a filename. Default 'checkpoint.chk'. """ forcefield_cache: Optional[str] = 'db.json' """ @@ -399,8 +399,7 @@ def must_be_positive(cls, v): class SimulationSettingsMD(SimulationSettings): """ - Settings for simulation control for plain MD simulations, including - writing outputs + Settings for simulation control for plain MD simulations """ class Config: arbitrary_types_allowed = True @@ -413,6 +412,13 @@ class Config: must be a multiple of the value defined for :class:`AlchemicalSamplerSettings.steps_per_iteration`. """ + + +class OutputSettingsMD(OutputSettings): + """ Settings for simulation output settings for plain MD simulations.""" + class Config: + arbitrary_types_allowed = True + # reporter settings production_trajectory_filename = 'simulation.xtc' """Path to the storage file for analysis. Default 'simulation.xtc'.""" @@ -431,11 +437,6 @@ class Config: equil_NPT_structure = 'equil_NPT.pdb' """Path to the pdb file of the system after NPT equilibration. Only the specified atom subset is saved. Default 'equil_NPT.pdb'.""" - checkpoint_storage_filename = 'checkpoint.chk' - """ - Separate filename for the checkpoint file. Note, this should - not be a full path, just a filename. Default 'checkpoint.chk'. - """ log_output = 'simulation.log' """ Filename for writing the log of the MD simulation, including timesteps, diff --git a/openfe/tests/protocols/test_openmm_afe_slow.py b/openfe/tests/protocols/test_openmm_afe_slow.py index bf2ce4f73..8dfad8fa8 100644 --- a/openfe/tests/protocols/test_openmm_afe_slow.py +++ b/openfe/tests/protocols/test_openmm_afe_slow.py @@ -46,16 +46,16 @@ def test_openmm_run_engine(platform, # Run a really short calculation to check everything is going well s = openmm_afe.AbsoluteSolvationProtocol.default_settings() s.alchemsampler_settings.n_repeats = 1 - s.solvent_simulation_settings.output_indices = "resname UNK" + s.solvent_output_settings.output_indices = "resname UNK" s.vacuum_simulation_settings.equilibration_length = 0.1 * unit.picosecond s.vacuum_simulation_settings.production_length = 0.1 * unit.picosecond s.solvent_simulation_settings.equilibration_length = 0.1 * unit.picosecond s.solvent_simulation_settings.production_length = 0.1 * unit.picosecond s.vacuum_engine_settings.compute_platform = platform s.solvent_engine_settings.compute_platform = platform - s.integrator_settings.n_steps = 5 * unit.timestep - s.vacuum_simulation_settings.checkpoint_interval = 5 * unit.timestep - s.solvent_simulation_settings.checkpoint_interval = 5 * unit.timestep + s.alchemsampler_settings.steps_per_iteration = 5 * unit.timestep + s.vacuum_output_settings.checkpoint_interval = 5 * unit.timestep + s.solvent_output_settings.checkpoint_interval = 5 * unit.timestep s.alchemsampler_settings.n_replicas = 20 s.lambda_settings.lambda_elec = \ [0.0, 0.25, 0.5, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, diff --git a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py index a07b20d33..a40e6401b 100644 --- a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py +++ b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py @@ -336,7 +336,7 @@ def test_confgen_fail_AFE(benzene_modifications, tmpdir): def test_dry_run_solv_benzene(benzene_modifications, tmpdir): s = openmm_afe.AbsoluteSolvationProtocol.default_settings() s.n_repeats = 1 - s.solvent_simulation_settings.output_indices = "resname UNK" + s.solvent_output_settings.output_indices = "resname UNK" protocol = openmm_afe.AbsoluteSolvationProtocol( settings=s, diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index 45d6ccab2..404670b70 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -382,7 +382,7 @@ def test_dry_run_ligand(benzene_system, toluene_system, settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.alchemical_sampler_settings.sampler_method = method settings.n_repeats = 1 - settings.simulation_settings.output_indices = 'resname UNK' + settings.output_settings.output_indices = 'resname UNK' protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=settings, @@ -630,7 +630,7 @@ def test_dry_run_complex(benzene_complex_system, toluene_complex_system, settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.alchemical_sampler_settings.sampler_method = method settings.n_repeats = 1 - settings.simulation_settings.output_indices = 'protein or resname UNK' + settings.output_settings.output_indices = 'protein or resname UNK' protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=settings, diff --git a/openfe/tests/protocols/test_openmm_plain_md_protocols.py b/openfe/tests/protocols/test_openmm_plain_md_protocols.py index b96bd94a4..ccbb9f32e 100644 --- a/openfe/tests/protocols/test_openmm_plain_md_protocols.py +++ b/openfe/tests/protocols/test_openmm_plain_md_protocols.py @@ -136,12 +136,12 @@ def test_dry_run_ffcache_none_vacuum(benzene_vacuum_system, tmpdir): vac_settings = PlainMDProtocol.default_settings() vac_settings.system_settings.nonbonded_method = 'nocutoff' - vac_settings.simulation_settings.forcefield_cache = None + vac_settings.output_settings.forcefield_cache = None protocol = PlainMDProtocol( settings=vac_settings, ) - assert protocol.settings.simulation_settings.forcefield_cache is None + assert protocol.settings.output_settings.forcefield_cache is None # create DAG from protocol and take first (and only) work unit from within dag = protocol.create( diff --git a/openfe/tests/protocols/test_openmm_rfe_slow.py b/openfe/tests/protocols/test_openmm_rfe_slow.py index 3777603db..4e8a8b522 100644 --- a/openfe/tests/protocols/test_openmm_rfe_slow.py +++ b/openfe/tests/protocols/test_openmm_rfe_slow.py @@ -51,7 +51,7 @@ def test_openmm_run_engine(benzene_vacuum_system, platform, s.system_settings.nonbonded_method = 'nocutoff' s.n_repeats = 1 s.engine_settings.compute_platform = platform - s.simulation_settings.checkpoint_interval = 5 * unit.timestep + s.output_settings.checkpoint_interval = 5 * unit.timestep p = openmm_rfe.RelativeHybridTopologyProtocol(s) @@ -107,7 +107,7 @@ def test_run_eg5_sim(eg5_protein, eg5_ligands, eg5_cofactor, tmpdir): s.simulation_settings.production_length = 0.1 * unit.picosecond s.alchemical_sampler_settings.steps_per_iteration = 5 * unit.timestep s.n_repeats = 1 - s.simulation_settings.checkpoint_interval = 5 * unit.timestep + s.output_settings.checkpoint_interval = 5 * unit.timestep p = openmm_rfe.RelativeHybridTopologyProtocol(s) From eb238e3c9b48fd4eb44c510ed693fb8574abc2a0 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 18 Jan 2024 10:37:59 +0100 Subject: [PATCH 06/43] change validator --- openfe/protocols/openmm_utils/omm_settings.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 6ae499295..53a92cf91 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -221,7 +221,7 @@ def must_be_positive(cls, v): return v @validator('early_termination_target_error', - 'real_time_minimum_iterations', 'sams_gamma0', 'n_replicas') + 'real_time_analysis_minimum_iterations', 'sams_gamma0', 'n_replicas') def must_be_zero_or_positive(cls, v): if v < 0: errmsg = ("Early termination target error, minimum iteration " From d4993565aa4c04154222284c1ddebed7f8bb24e3 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 18 Jan 2024 11:04:10 +0100 Subject: [PATCH 07/43] fixes new settings --- .../openmm_afe/equil_solvation_afe_method.py | 6 +- .../protocols/openmm_md/plain_md_methods.py | 3 +- openfe/protocols/openmm_utils/omm_settings.py | 79 ++++++++++--------- .../tests/protocols/test_openmm_settings.py | 4 +- 4 files changed, 47 insertions(+), 45 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index 63811a361..7dd2524c6 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -418,15 +418,15 @@ def _default_settings(cls): ), solvent_output_settings=OutputSettings( output_filename='solvent.nc', - checkpoint_storage='solvent_checkpoint.nc', + checkpoint_storage_filename='solvent_checkpoint.nc', ), vacuum_simulation_settings=SimulationSettings( equilibration_length=0.5 * unit.nanosecond, production_length=2.0 * unit.nanosecond, ), - vacuum_output_setting=OutputSettings( + vacuum_output_settings=OutputSettings( output_filename='vacuum.nc', - checkpoint_storage='vacuum_checkpoint.nc' + checkpoint_storage_filename='vacuum_checkpoint.nc' ), ) diff --git a/openfe/protocols/openmm_md/plain_md_methods.py b/openfe/protocols/openmm_md/plain_md_methods.py index 773c5d03f..efeed9c28 100644 --- a/openfe/protocols/openmm_md/plain_md_methods.py +++ b/openfe/protocols/openmm_md/plain_md_methods.py @@ -131,6 +131,7 @@ def _default_settings(cls): equilibration_length=1.0 * unit.nanosecond, production_length=5.0 * unit.nanosecond, ), + output_settings=OutputSettingsMD(), repeat_settings=RepeatSettings(), ) @@ -563,7 +564,7 @@ def run(self, *, dry=False, verbose=True, # 11. Set the integrator integrator = openmm.LangevinMiddleIntegrator( to_openmm(thermo_settings.temperature), - to_openmm(integrator_settings.collision_rate), + to_openmm(integrator_settings.langevin_collision_rate), to_openmm(timestep), ) diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 53a92cf91..0759347f4 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -274,9 +274,9 @@ class Config: Default 25 * unit.timestep. """ # remove_com = - """ - - """ + # """ + # + # """ @validator('langevin_collision_rate', 'n_restart_attempts') def must_be_positive_or_zero(cls, v): @@ -318,41 +318,41 @@ class OutputSettings(SettingsBaseModel): class Config: arbitrary_types_allowed = True - # reporter settings - output_filename = 'simulation.nc' - """Path to the trajectory storage file. Default 'simulation.nc'.""" - output_structure = 'hybrid_system.pdb' - """ - Path of the output hybrid topology structure file. This is used - to visualise and further manipulate the system. - Default 'hybrid_system.pdb'. - """ - output_indices = 'not water' - """ - Selection string for which part of the system to write coordinates for. - Default 'not water'. - """ - checkpoint_interval = 250 * unit.timestep # todo: Needs IntQuantity - """ - Frequency to write the checkpoint file. Default 250 * unit.timestep. - """ - checkpoint_storage_filename = 'checkpoint.chk' - """ - Separate filename for the checkpoint file. Note, this should - not be a full path, just a filename. Default 'checkpoint.chk'. - """ - forcefield_cache: Optional[str] = 'db.json' - """ - Filename for caching small molecule residue templates so they can be - later reused. - """ - - @validator('checkpoint_interval') - def must_be_positive(cls, v): - if v <= 0: - errmsg = "Checkpoint intervals must be positive" - raise ValueError(errmsg) - return v + # reporter settings + output_filename = 'simulation.nc' + """Path to the trajectory storage file. Default 'simulation.nc'.""" + output_structure = 'hybrid_system.pdb' + """ + Path of the output hybrid topology structure file. This is used + to visualise and further manipulate the system. + Default 'hybrid_system.pdb'. + """ + output_indices = 'not water' + """ + Selection string for which part of the system to write coordinates for. + Default 'not water'. + """ + checkpoint_interval = 250 * unit.timestep # todo: Needs IntQuantity + """ + Frequency to write the checkpoint file. Default 250 * unit.timestep. + """ + checkpoint_storage_filename = 'checkpoint.chk' + """ + Separate filename for the checkpoint file. Note, this should + not be a full path, just a filename. Default 'checkpoint.chk'. + """ + forcefield_cache: Optional[str] = 'db.json' + """ + Filename for caching small molecule residue templates so they can be + later reused. + """ + + @validator('checkpoint_interval') + def must_be_positive(cls, v): + if v <= 0: + errmsg = "Checkpoint intervals must be positive" + raise ValueError(errmsg) + return v class SimulationSettings(SettingsBaseModel): """ @@ -427,7 +427,8 @@ class Config: Frequency to write the xtc file. Default 5000 * unit.timestep. """ preminimized_structure = 'system.pdb' - """Path to the pdb file of the full pre-minimized system. Default 'system.pdb'.""" + """Path to the pdb file of the full pre-minimized system. + Default 'system.pdb'.""" minimized_structure = 'minimized.pdb' """Path to the pdb file of the system after minimization. Only the specified atom subset is saved. Default 'minimized.pdb'.""" diff --git a/openfe/tests/protocols/test_openmm_settings.py b/openfe/tests/protocols/test_openmm_settings.py index 61d45ca6c..603d0aa0c 100644 --- a/openfe/tests/protocols/test_openmm_settings.py +++ b/openfe/tests/protocols/test_openmm_settings.py @@ -36,9 +36,9 @@ def test_integator_settings(self): assert s.timestep == 3.0 * unit.femtosecond - s.collision_rate = '1.1 / ps' + s.langevin_collision_rate = '1.1 / ps' - assert s.collision_rate == 1.1 / unit.picosecond + assert s.langevin_collision_rate == 1.1 / unit.picosecond # todo: nsteps, barostat frequency require IntQuantity From 768b4b3cff3e67e423fd243226fbff426b30a428 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 13:23:39 +0100 Subject: [PATCH 08/43] small changes --- openfe/protocols/openmm_afe/equil_afe_settings.py | 5 ++++- openfe/protocols/openmm_afe/equil_solvation_afe_method.py | 2 +- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 7 ++++--- openfe/protocols/openmm_rfe/equil_rfe_settings.py | 5 ++++- 4 files changed, 13 insertions(+), 6 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 1631ec91d..69387b380 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -110,7 +110,10 @@ class Config: protocol_repeats: int = 3 """ - Number of protocol repeats to run. Default 3 + The number of completely independent repeats of the entire sampling + process. The mean of the repeats defines the final estimate of FE + difference, while the variance between repeats is used as the uncertainty. + Default 3 """ @validator('protocol_repeats') diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index 7dd2524c6..f88e361f4 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -621,7 +621,7 @@ def _create( name=(f"Absolute Solvation, {alchname} solvent leg: " f"repeat {i} generation 0"), ) - for i in range(self.settings.n_repeats) + for i in range(self.settings.protocol_repeats) ] vacuum_units = [ diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 1d9434b37..0be82904e 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -38,6 +38,7 @@ from typing import Optional from openmm import unit as omm_unit from openmm.app import PDBFile +import pprint import pathlib from typing import Any, Iterable, Union import openmmtools @@ -448,7 +449,7 @@ def _default_settings(cls): a set of default settings """ return RelativeHybridTopologyProtocolSettings( - n_repeats=settings.n_repeats, + protocol_repeats=settings.protocol_repeats, forcefield_settings=settings.OpenMMSystemGeneratorFFSettings(), thermo_settings=settings.ThermoSettings( temperature=298.15 * unit.kelvin, @@ -498,7 +499,7 @@ def _create( Anames = ','.join(c.name for c in alchem_comps['stateA']) Bnames = ','.join(c.name for c in alchem_comps['stateB']) # our DAG has no dependencies, so just list units - n_repeats = self.settings.n_repeats + n_repeats = self.settings.protocol_repeats units = [RelativeHybridTopologyProtocolUnit( stateA=stateA, stateB=stateB, ligandmapping=ligandmapping, settings=self.settings, @@ -637,7 +638,7 @@ def run(self, *, dry=False, verbose=True, output_settings: OutputSettings = protocol_settings.output_settings timestep = protocol_settings.integrator_settings.timestep mc_steps = protocol_settings.alchemical_sampler_settings.steps_per_iteration.m - + pprint(protocol_settings.dict()) # is the timestep good for the mass? settings_validation.validate_timestep( forcefield_settings.hydrogen_mass, timestep diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 0639d7b75..874703815 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -110,7 +110,10 @@ class Config: protocol_repeats: int = 3 """ - Number of protocol repeats to run. Default 3 + The number of completely independent repeats of the entire sampling + process. The mean of the repeats defines the final estimate of FE + difference, while the variance between repeats is used as the uncertainty. + Default 3 """ @validator('protocol_repeats') From d7145d8f6ff8517f2ded94b74bf5428a57314851 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 13:27:46 +0100 Subject: [PATCH 09/43] changes protocol_repeats --- openfe/protocols/openmm_afe/equil_afe_settings.py | 2 +- openfe/protocols/openmm_rfe/equil_rfe_settings.py | 2 +- .../protocols/test_openmm_afe_solvation_protocol.py | 12 ++++++------ .../protocols/test_openmm_equil_rfe_protocols.py | 12 ++++++------ 4 files changed, 14 insertions(+), 14 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 69387b380..9feb860bc 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -119,7 +119,7 @@ class Config: @validator('protocol_repeats') def must_be_positive(cls, v): if v <= 0: - errmsg = "protocol_repeats must be a positive value" + errmsg = f"protocol_repeats must be a positive value, got {v}." raise ValueError(errmsg) return v diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 874703815..561778702 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -119,7 +119,7 @@ class Config: @validator('protocol_repeats') def must_be_positive(cls, v): if v <= 0: - errmsg = "protocol_repeats must be a positive value" + errmsg = f"protocol_repeats must be a positive value, got {v}." raise ValueError(errmsg) return v diff --git a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py index a40e6401b..7060650c3 100644 --- a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py +++ b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py @@ -257,7 +257,7 @@ def test_vac_bad_nonbonded(benzene_modifications): def test_dry_run_vac_benzene(benzene_modifications, method, tmpdir): s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.n_repeats = 1 + s.protocol_repeats = 1 s.alchemsampler_settings.sampler_method = method protocol = openmm_afe.AbsoluteSolvationProtocol( @@ -300,7 +300,7 @@ def test_dry_run_vac_benzene(benzene_modifications, def test_confgen_fail_AFE(benzene_modifications, tmpdir): # check system parametrisation works even if confgen fails s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.n_repeats = 1 + s.protocol_repeats = 1 protocol = openmm_afe.AbsoluteSolvationProtocol( settings=s, @@ -335,7 +335,7 @@ def test_confgen_fail_AFE(benzene_modifications, tmpdir): def test_dry_run_solv_benzene(benzene_modifications, tmpdir): s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.n_repeats = 1 + s.protocol_repeats = 1 s.solvent_output_settings.output_indices = "resname UNK" protocol = openmm_afe.AbsoluteSolvationProtocol( @@ -380,7 +380,7 @@ def test_dry_run_solv_benzene(benzene_modifications, tmpdir): def test_dry_run_solv_benzene_tip4p(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() - s.n_repeats = 1 + s.protocol_repeats = 1 s.forcefield_settings.forcefields = [ "amber/ff14SB.xml", # ff14SB protein force field "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS @@ -426,7 +426,7 @@ def test_dry_run_solv_user_charges_benzene(benzene_modifications, tmpdir): alchemical system. """ s = openmm_afe.AbsoluteSolvationProtocol.default_settings() - s.n_repeats = 1 + s.protocol_repeats = 1 protocol = openmm_afe.AbsoluteSolvationProtocol( settings=s, @@ -506,7 +506,7 @@ def assign_fictitious_charges(offmol): def test_high_timestep(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() - s.n_repeats = 1 + s.protocol_repeats = 1 s.forcefield_settings.hydrogen_mass = 1.0 protocol = AbsoluteSolvationProtocol( diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index 404670b70..9c14ed422 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -180,7 +180,7 @@ def test_dry_run_default_vacuum(benzene_vacuum_system, toluene_vacuum_system, vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() vac_settings.system_settings.nonbonded_method = 'nocutoff' vac_settings.alchemical_sampler_settings.sampler_method = method - vac_settings.n_repeats = 1 + vac_settings.protocol_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=vac_settings, @@ -381,7 +381,7 @@ def test_dry_run_ligand(benzene_system, toluene_system, # this might be a bit time consuming settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.alchemical_sampler_settings.sampler_method = method - settings.n_repeats = 1 + settings.protocol_repeats = 1 settings.output_settings.output_indices = 'resname UNK' protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -413,7 +413,7 @@ def test_confgen_mocked_fail(benzene_system, toluene_system, Check that even if conformer generation fails, we can still perform a sim """ settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - settings.n_repeats = 1 + settings.protocol_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol(settings=settings) @@ -470,7 +470,7 @@ def test_dry_run_user_charges(benzene_modifications, tmpdir): """ vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() vac_settings.system_settings.nonbonded_method = 'nocutoff' - vac_settings.n_repeats = 1 + vac_settings.protocol_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=vac_settings, @@ -629,7 +629,7 @@ def test_dry_run_complex(benzene_complex_system, toluene_complex_system, # this will be very time consuming settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.alchemical_sampler_settings.sampler_method = method - settings.n_repeats = 1 + settings.protocol_repeats = 1 settings.output_settings.output_indices = 'protein or resname UNK' protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -1211,7 +1211,7 @@ def tyk2_xml(tmp_path_factory): settings.forcefield_settings.small_molecule_forcefield = 'openff-2.0.0' settings.system_settings.nonbonded_method = 'nocutoff' settings.forcefield_settings.hydrogen_mass = 3.0 - settings.n_repeats = 1 + settings.protocol_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol(settings) From ff84000992bd6f2482a2f68389c1d7af2d5100dc Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 13:40:35 +0100 Subject: [PATCH 10/43] add values to validators --- .../protocols/openmm_afe/equil_afe_settings.py | 5 +++-- openfe/protocols/openmm_utils/omm_settings.py | 16 +++++++++------- 2 files changed, 12 insertions(+), 9 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 9feb860bc..73e9e33a4 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -81,7 +81,8 @@ class LambdaSettings(SettingsBaseModel): def must_be_between_0_and_1(cls, v): for window in v: if not 0 <= window <= 1: - errmsg = "Lambda windows must be between 0 and 1." + errmsg = ("Lambda windows must be between 0 and 1, got a" + f" window with value {window}.") raise ValueError(errmsg) return v @@ -91,7 +92,7 @@ def must_be_monotonic(cls, v): difference = np.diff(v) if not all(i >= 0. for i in difference): - errmsg = "The lambda schedule is not monotonic." + errmsg = f"The lambda schedule is not monotonic, got schedule {v}." raise ValueError(errmsg) return v diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 0759347f4..6d09f6607 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -216,7 +216,8 @@ def supported_sampler(cls, v): @validator('n_replicas', 'steps_per_iteration') def must_be_positive(cls, v): if v <= 0: - errmsg = "n_replicas and steps_per_iteration must be positive values" + errmsg = "n_replicas and steps_per_iteration must be positive " \ + f"values, got {v}." raise ValueError(errmsg) return v @@ -224,8 +225,8 @@ def must_be_positive(cls, v): 'real_time_analysis_minimum_iterations', 'sams_gamma0', 'n_replicas') def must_be_zero_or_positive(cls, v): if v < 0: - errmsg = ("Early termination target error, minimum iteration " - "and SAMS gamma0 must be 0 or positive values.") + errmsg = ("Early termination target error, minimum iteration and" + f" SAMS gamma0 must be 0 or positive values, got {v}.") raise ValueError(errmsg) return v @@ -282,7 +283,7 @@ class Config: def must_be_positive_or_zero(cls, v): if v < 0: errmsg = ("langevin_collision_rate, and n_restart_attempts must be" - " zero or positive values") + f" zero or positive values, got {v}.") raise ValueError(errmsg) return v @@ -290,7 +291,7 @@ def must_be_positive_or_zero(cls, v): def must_be_positive(cls, v): if v <= 0: errmsg = ("timestep, and constraint_tolerance " - "must be positive values") + f"must be positive values, got {v}.") raise ValueError(errmsg) return v @@ -350,7 +351,7 @@ class Config: @validator('checkpoint_interval') def must_be_positive(cls, v): if v <= 0: - errmsg = "Checkpoint intervals must be positive" + errmsg = f"Checkpoint intervals must be positive, got {v} raise ValueError(errmsg) return v @@ -392,7 +393,8 @@ def is_time(cls, v): 'production_length') def must_be_positive(cls, v): if v <= 0: - errmsg = ("Minimization steps, and MD lengths must be positive") + errmsg = ("Minimization steps, and MD lengths must be positive, " + f"got {v}") raise ValueError(errmsg) return v From 256643881e90285016ef3644b76fa692d0ff3c36 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 13:43:36 +0100 Subject: [PATCH 11/43] small fix --- openfe/protocols/openmm_utils/omm_settings.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 6d09f6607..3ec3567f9 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -351,7 +351,7 @@ class Config: @validator('checkpoint_interval') def must_be_positive(cls, v): if v <= 0: - errmsg = f"Checkpoint intervals must be positive, got {v} + errmsg = f"Checkpoint intervals must be positive, got {v}." raise ValueError(errmsg) return v From b22c51a974bef72fb09271799f14aadd55aa563a Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 13:51:21 +0100 Subject: [PATCH 12/43] change doc string minimum iterations --- openfe/protocols/openmm_utils/omm_settings.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 3ec3567f9..0cd8c10bb 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -161,7 +161,7 @@ class Config: Example: real_time_analysis_interval = 250 timestep = 4 fs - steps_per_iteration = 250 * 4 fs + steps_per_iteration = 250 --> The free energy would be analyzed every 250 ps (250 * 250 * 4 fs) """ early_termination_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin @@ -178,6 +178,12 @@ class Config: """ Number of sampling iterations which must pass before real time analysis is carried out. Default 500. + Example: + real_time_analysis_minimum_iterations = 500 + timestep = 4 fs + steps_per_iteration = 250 + --> The free energy would be analyzed for + the first time after 500 ps (500 * 250 * 4 fs) """ sams_flatness_criteria = 'logZ-flatness' From 2dd0faa94ee1a4da0edf63d583ef1cd7badd602e Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 14:02:51 +0100 Subject: [PATCH 13/43] more renaming online_analysis to real_time and pep8 fixes --- .../openmm_afe/equil_afe_settings.py | 1 - .../protocols/openmm_rfe/equil_rfe_methods.py | 16 +++++++-------- openfe/protocols/openmm_utils/omm_settings.py | 3 +-- .../test_openmm_afe_solvation_protocol.py | 4 ++-- .../test_openmm_equil_rfe_protocols.py | 20 +++++++++---------- 5 files changed, 21 insertions(+), 23 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 73e9e33a4..340205f15 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -197,4 +197,3 @@ def must_be_positive(cls, v): """ Simulation output settings for the solvent transformation. """ - diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 0be82904e..42c3dde7d 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -876,16 +876,16 @@ def run(self, *, dry=False, verbose=True, sampler = _rfe_utils.multistate.HybridRepexSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, - online_analysis_interval=sampler_settings.online_analysis_interval, - online_analysis_target_error=sampler_settings.online_analysis_target_error.m, - online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations + online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_target_error=sampler_settings.early_termination_target_error.m, + online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations ) elif sampler_settings.sampler_method.lower() == "sams": sampler = _rfe_utils.multistate.HybridSAMSSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, - online_analysis_interval=sampler_settings.online_analysis_interval, - online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations, + online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations, flatness_criteria=sampler_settings.sams_flatness_criteria, gamma0=sampler_settings.sams_gamma0, ) @@ -893,9 +893,9 @@ def run(self, *, dry=False, verbose=True, sampler = _rfe_utils.multistate.HybridMultiStateSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, - online_analysis_interval=sampler_settings.online_analysis_interval, - online_analysis_target_error=sampler_settings.online_analysis_target_error.m, - online_analysis_minimum_iterations=sampler_settings.online_analysis_minimum_iterations + online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_target_error=sampler_settings.early_termination_target_error.m, + online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations ) else: diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 0cd8c10bb..30c2cc3a2 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -198,7 +198,6 @@ class Config: n_replicas = 11 """Number of replicas to use. Default 11.""" - @validator('sams_flatness_criteria') def supported_flatness(cls, v): supported = [ @@ -361,6 +360,7 @@ def must_be_positive(cls, v): raise ValueError(errmsg) return v + class SimulationSettings(SettingsBaseModel): """ Settings for simulation control, including lengths, @@ -387,7 +387,6 @@ class Config: a multiple of the value defined for :class:`IntegratorSettings.nsteps`. """ - @validator('equilibration_length', 'production_length') def is_time(cls, v): # these are time units, not simulation steps diff --git a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py index 7060650c3..d9f9820f6 100644 --- a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py +++ b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py @@ -179,7 +179,7 @@ def test_validate_solvent_endstates_nosolvcomp_stateB( with pytest.raises( ValueError, match="No SolventComponent found in stateB" ): - comps = AbsoluteSolvationProtocol._validate_solvent_endstates(stateA, stateB) + AbsoluteSolvationProtocol._validate_solvent_endstates(stateA, stateB) def test_validate_alchem_comps_appearingB(benzene_modifications): @@ -504,6 +504,7 @@ def assign_fictitious_charges(offmol): c = ensure_quantity(c, 'openff') assert pytest.approx(c) == prop_chgs[i] + def test_high_timestep(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() s.protocol_repeats = 1 @@ -715,4 +716,3 @@ def test_filenotfound_replica_states(self, protocolresult): with pytest.raises(ValueError, match=errmsg): protocolresult.get_replica_states() - diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index 9c14ed422..77ead3a12 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -63,7 +63,7 @@ def test_append_topology(benzene_complex_system, toluene_complex_system): ) assert len(list(top2.atoms())) == 2625 + 3 # added methyl - assert len(list(top2.bonds())) == 2645 + 4 - 1 # add methyl bonds, minus hydrogen + assert len(list(top2.bonds())) == 2645 + 4 - 1 # add methyl bonds, minus hydrogen assert appended_resids[0] == len(list(top1.residues())) - 1 @@ -92,7 +92,7 @@ def test_append_topology_no_exclude(benzene_complex_system, ) assert len(list(top2.atoms())) == 2625 + 15 # added toluene - assert len(list(top2.bonds())) == 2645 + 15 # 15 bonds in toluene + assert len(list(top2.bonds())) == 2645 + 15 # 15 bonds in toluene assert appended_resids[0] == len(list(top1.residues())) @@ -164,7 +164,7 @@ def test_validate_alchemical_components_wrong_mappings(mapping): def test_validate_alchemical_components_missing_alchem_comp( benzene_to_toluene_mapping): - alchem_comps = {'stateA': [openfe.SolventComponent(),], 'stateB': []} + alchem_comps = {'stateA': [openfe.SolventComponent(), ], 'stateB': []} with pytest.raises(ValueError, match="Unmapped alchemical component"): _validate_alchemical_components( alchem_comps, {'ligand': benzene_to_toluene_mapping}, @@ -352,8 +352,8 @@ def test_dry_core_element_change(tmpdir): ) dag = protocol.create( - stateA=openfe.ChemicalSystem({'ligand': benz,}), - stateB=openfe.ChemicalSystem({'ligand': pyr,}), + stateA=openfe.ChemicalSystem({'ligand': benz, }), + stateB=openfe.ChemicalSystem({'ligand': pyr, }), mapping={'whatamapping': mapping}, ) @@ -437,7 +437,7 @@ def test_dry_run_ligand_tip4p(benzene_system, toluene_system, settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.forcefield_settings.forcefields = [ "amber/ff14SB.xml", # ff14SB protein force field - "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS + "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS "amber/phosaa10.xml", # Handles THE TPO ] settings.solvation_settings.solvent_padding = 1.0 * unit.nanometer @@ -516,8 +516,8 @@ def check_propchgs(smc, charge_array): # create DAG from protocol and take first (and only) work unit from within dag = protocol.create( - stateA=openfe.ChemicalSystem({'l': benzene_smc,}), - stateB=openfe.ChemicalSystem({'l': toluene_smc,}), + stateA=openfe.ChemicalSystem({'l': benzene_smc, }), + stateB=openfe.ChemicalSystem({'l': toluene_smc, }), mapping={'ligand': mapping}, ) dag_unit = list(dag.protocol_units)[0] @@ -598,7 +598,7 @@ def test_virtual_sites_no_reassign(benzene_system, toluene_system, settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.forcefield_settings.forcefields = [ "amber/ff14SB.xml", # ff14SB protein force field - "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS + "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS "amber/phosaa10.xml", # Handles THE TPO ] settings.solvation_settings.solvent_padding = 1.0 * unit.nanometer @@ -842,7 +842,7 @@ def test_too_many_specified_mappings(benzene_system, toluene_system, stateA=benzene_system, stateB=toluene_system, mapping={'solvent': benzene_to_toluene_mapping, - 'ligand': benzene_to_toluene_mapping,} + 'ligand': benzene_to_toluene_mapping, } ) From b39e6e3981e08ef3d040e6a7be92045e97800f20 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 19 Jan 2024 14:14:12 +0100 Subject: [PATCH 14/43] for MD protocol use mcmc_steps=1 since only used for testing the timestep --- .../protocols/openmm_md/plain_md_methods.py | 7 +++---- .../tests/data/openmm_md/md_results.json.gz | Bin 3055 -> 3070 bytes 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/openfe/protocols/openmm_md/plain_md_methods.py b/openfe/protocols/openmm_md/plain_md_methods.py index efeed9c28..bda7a1912 100644 --- a/openfe/protocols/openmm_md/plain_md_methods.py +++ b/openfe/protocols/openmm_md/plain_md_methods.py @@ -473,7 +473,6 @@ def run(self, *, dry=False, verbose=True, sim_settings: SimulationSettingsMD = protocol_settings.simulation_settings output_settings: OutputSettingsMD = protocol_settings.output_settings timestep = protocol_settings.integrator_settings.timestep - mc_steps = protocol_settings.integrator_settings.n_steps.m integrator_settings = protocol_settings.integrator_settings # is the timestep good for the mass? @@ -483,15 +482,15 @@ def run(self, *, dry=False, verbose=True, equil_steps_nvt = settings_validation.get_simsteps( sim_length=sim_settings.equilibration_length_nvt, - timestep=timestep, mc_steps=mc_steps + timestep=timestep, mc_steps=1, ) equil_steps_npt = settings_validation.get_simsteps( sim_length=sim_settings.equilibration_length, - timestep=timestep, mc_steps=mc_steps + timestep=timestep, mc_steps=1, ) prod_steps = settings_validation.get_simsteps( sim_length=sim_settings.production_length, - timestep=timestep, mc_steps=mc_steps + timestep=timestep, mc_steps=1, ) solvent_comp, protein_comp, small_mols = system_validation.get_components(stateA) diff --git a/openfe/tests/data/openmm_md/md_results.json.gz b/openfe/tests/data/openmm_md/md_results.json.gz index 7fe11cf19637c2359048c7b46f37a97348996b47..48a531196b56add6dfd547227f2b6588f4276d18 100644 GIT binary patch literal 3070 zcmVWiwFo0b*g0m18rnqa%FRMY;;H%V$fov$OM_*Uxy$R2F$?7=IdRia&@?LYnW&c?6_cV*^$H?MdXlr)F-J#`L zwq*<%3oX|)MIzj+)u78;_!!Iup%IXVWg$MYI!^`g#S4A6r{RCZl8Vn?&M#i>_FfF< zuXQ>5a}I6dULXA)(N>H(8^$)#{6keax@>}*xc_XaKT^w^=4~|jA3gR-ih;qtpJyQj 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z9a*OXfVz+gNvbI$6^UamVuf$aOYsdYCTT%GT0`#w+ok$OY+fy+0pA0d=$0zL=C;rY z6z_8seK2RbR5e+eQ=UcDQiN!@qa9rBf{)s%-aofN?_&B}IUAIfm z?%)J<_G+cn#lWo-{3!T|EBrBY5s4T|C{Fjrun}Vp-uCD)BN8w|2NJ5 xP4j=#{NFVHH_iV|^MBL)ze2`tn*UeI!cFsk)BL~i=KtB*e*xsprR{M<001w7=_UXG From e55ce2c66c0ded6f2e7e028b0acab20a23409131 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Wed, 24 Jan 2024 12:58:43 +0100 Subject: [PATCH 15/43] changes softcore_LJ --- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 8 +++++++- openfe/protocols/openmm_rfe/equil_rfe_settings.py | 10 ++++++++++ 2 files changed, 17 insertions(+), 1 deletion(-) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 42c3dde7d..d4e527c07 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -782,6 +782,12 @@ def run(self, *, dry=False, verbose=True, ) # 3. Create the hybrid topology + # a. Get softcore potential settings + if alchem_settings.softcore_LJ == 'gapsys': + softcore_LJ_v2 = True + elif alchem_settings.softcore_LJ == 'beutler': + softcore_LJ_v2 = False + # b. Get hybrid topology factory hybrid_factory = _rfe_utils.relative.HybridTopologyFactory( stateA_system, stateA_positions, stateA_topology, stateB_system, stateB_positions, stateB_topology, @@ -789,7 +795,7 @@ def run(self, *, dry=False, verbose=True, old_to_new_core_atom_map=ligand_mappings['old_to_new_core_atom_map'], use_dispersion_correction=alchem_settings.use_dispersion_correction, softcore_alpha=alchem_settings.softcore_alpha, - softcore_LJ_v2=alchem_settings.softcore_LJ_v2, + softcore_LJ_v2=softcore_LJ_v2, softcore_LJ_v2_alpha=alchem_settings.softcore_alpha, interpolate_old_and_new_14s=alchem_settings.turn_off_core_unique_exceptions, ) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 561778702..9fd0f6064 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -103,6 +103,16 @@ class Config: alchemical water can be chosen. Default 0.8 * unit.nanometer. """ + @validator('softcore_LJ') + def allowed_solvent(cls, v): + allowed_models = ['gapsys', 'beutler'] + if v.lower() not in allowed_models: + errmsg = ( + f"Only {allowed_models} softcore potentials are allowed, " + f"got {v.lower()}." + ) + raise ValueError(errmsg) + return v class RelativeHybridTopologyProtocolSettings(Settings): class Config: From 4d08133040a5cd38305fdd052c2308bafcead4fa Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 25 Jan 2024 09:01:33 +0100 Subject: [PATCH 16/43] Fixes protocol_repeats --- openfe/protocols/openmm_afe/equil_afe_settings.py | 3 +-- openfe/protocols/openmm_afe/equil_solvation_afe_method.py | 3 ++- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 5 +++-- openfe/protocols/openmm_rfe/equil_rfe_settings.py | 3 +-- openfe/protocols/openmm_utils/omm_settings.py | 8 ++++---- 5 files changed, 11 insertions(+), 11 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 340205f15..63cc5320b 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -109,12 +109,11 @@ class AbsoluteSolvationSettings(Settings): class Config: arbitrary_types_allowed = True - protocol_repeats: int = 3 + protocol_repeats: int """ The number of completely independent repeats of the entire sampling process. The mean of the repeats defines the final estimate of FE difference, while the variance between repeats is used as the uncertainty. - Default 3 """ @validator('protocol_repeats') diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index f88e361f4..f3c98aacf 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -396,6 +396,7 @@ def _default_settings(cls): a set of default settings """ return AbsoluteSolvationSettings( + protocol_repeats=3, forcefield_settings=settings.OpenMMSystemGeneratorFFSettings(), thermo_settings=settings.ThermoSettings( temperature=298.15 * unit.kelvin, @@ -635,7 +636,7 @@ def _create( name=(f"Absolute Solvation, {alchname} vacuum leg: " f"repeat {i} generation 0"), ) - for i in range(self.settings.n_repeats) + for i in range(self.settings.protocol_repeats) ] return solvent_units + vacuum_units diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index d4e527c07..8f794b343 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -449,7 +449,7 @@ def _default_settings(cls): a set of default settings """ return RelativeHybridTopologyProtocolSettings( - protocol_repeats=settings.protocol_repeats, + protocol_repeats=3, forcefield_settings=settings.OpenMMSystemGeneratorFFSettings(), thermo_settings=settings.ThermoSettings( temperature=298.15 * unit.kelvin, @@ -465,7 +465,8 @@ def _default_settings(cls): simulation_settings=SimulationSettings( equilibration_length=1.0 * unit.nanosecond, production_length=5.0 * unit.nanosecond, - ) + ), + output_settings=OutputSettings(), ) def _create( diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 9fd0f6064..e15b6df99 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -118,12 +118,11 @@ class RelativeHybridTopologyProtocolSettings(Settings): class Config: arbitrary_types_allowed = True - protocol_repeats: int = 3 + protocol_repeats: int """ The number of completely independent repeats of the entire sampling process. The mean of the repeats defines the final estimate of FE difference, while the variance between repeats is used as the uncertainty. - Default 3 """ @validator('protocol_repeats') diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 30c2cc3a2..b1b70b8a3 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -279,10 +279,10 @@ class Config: Frequency at which volume scaling changes should be attempted. Default 25 * unit.timestep. """ - # remove_com = - # """ - # - # """ + remove_com: bool = False + """ + Whether or not to remove the center of mass motion. Default False. + """ @validator('langevin_collision_rate', 'n_restart_attempts') def must_be_positive_or_zero(cls, v): From 1d6f9c756a9fce0b1a39f14b3c01703ee56ece31 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 25 Jan 2024 09:08:25 +0100 Subject: [PATCH 17/43] Fix get_integrator --- openfe/protocols/openmm_afe/base.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index de1604e9a..0e725b953 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -890,7 +890,10 @@ def run(self, dry=False, verbose=True, ) # 13. Get integrator - integrator = self._get_integrator(settings['integrator_settings']) + integrator = self._get_integrator( + settings['integrator_settings'], + settings['sampler_settings'], + ) # 14. Get sampler sampler = self._get_sampler( From b5bca0d34231074cda7422dc0b87c01c609a2810 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 25 Jan 2024 10:17:55 +0100 Subject: [PATCH 18/43] small fixes --- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 6 ++---- openfe/protocols/openmm_rfe/equil_rfe_settings.py | 2 +- 2 files changed, 3 insertions(+), 5 deletions(-) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 8f794b343..50cc1efb1 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -38,7 +38,6 @@ from typing import Optional from openmm import unit as omm_unit from openmm.app import PDBFile -import pprint import pathlib from typing import Any, Iterable, Union import openmmtools @@ -457,7 +456,7 @@ def _default_settings(cls): ), system_settings=SystemSettings(), solvation_settings=SolvationSettings(), - alchemical_settings=AlchemicalSettings(), + alchemical_settings=AlchemicalSettings(softcore_LJ='gapsys'), lambda_settings=LambdaSettings(), alchemical_sampler_settings=AlchemicalSamplerSettings(), engine_settings=OpenMMEngineSettings(), @@ -639,7 +638,6 @@ def run(self, *, dry=False, verbose=True, output_settings: OutputSettings = protocol_settings.output_settings timestep = protocol_settings.integrator_settings.timestep mc_steps = protocol_settings.alchemical_sampler_settings.steps_per_iteration.m - pprint(protocol_settings.dict()) # is the timestep good for the mass? settings_validation.validate_timestep( forcefield_settings.hydrogen_mass, timestep @@ -870,7 +868,7 @@ def run(self, *, dry=False, verbose=True, # b. create langevin integrator integrator = openmmtools.mcmc.LangevinDynamicsMove( timestep=to_openmm(integrator_settings.timestep), - collision_rate=to_openmm(integrator_settings.collision_rate), + collision_rate=to_openmm(integrator_settings.langevin_collision_rate), n_steps=alchem_sampler_settings.steps_per_iteration.m, reassign_velocities=integrator_settings.reassign_velocities, n_restart_attempts=integrator_settings.n_restart_attempts, diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index e15b6df99..c2e0929f6 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -70,7 +70,7 @@ class Config: Whether to use dispersion correction in the hybrid topology state. Default False. """ - softcore_LJ = Literal['gapsys', 'beutler'] + softcore_LJ: Literal['gapsys', 'beutler'] """ Whether to use the LJ softcore function as defined by Gapsys et al. JCTC 2012, or the one by Beutler et al. Chem. Phys. Lett. 1994. From a3f72d12699494f43479232174217dda575e8c0a Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 25 Jan 2024 11:10:23 +0100 Subject: [PATCH 19/43] Move remove_com to IntegratorSettings --- .../protocols/openmm_md/plain_md_methods.py | 1 + .../protocols/openmm_rfe/equil_rfe_methods.py | 2 ++ .../protocols/openmm_utils/system_creation.py | 9 ++++--- .../test_openmm_equil_rfe_protocols.py | 2 ++ openfe/tests/protocols/test_openmmutils.py | 24 ++++++++++--------- 5 files changed, 24 insertions(+), 14 deletions(-) diff --git a/openfe/protocols/openmm_md/plain_md_methods.py b/openfe/protocols/openmm_md/plain_md_methods.py index bda7a1912..a5e773e27 100644 --- a/openfe/protocols/openmm_md/plain_md_methods.py +++ b/openfe/protocols/openmm_md/plain_md_methods.py @@ -504,6 +504,7 @@ def run(self, *, dry=False, verbose=True, system_generator = system_creation.get_system_generator( forcefield_settings=forcefield_settings, + integrator_settings=integrator_settings, thermo_settings=thermo_settings, system_settings=system_settings, cache=ffcache, diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 50cc1efb1..4f500472c 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -627,6 +627,7 @@ def run(self, *, dry=False, verbose=True, mapping = self._inputs['ligandmapping'] forcefield_settings: settings.OpenMMSystemGeneratorFFSettings = protocol_settings.forcefield_settings + integrator_settings: IntegratorSettings = protocol_settings.integrator_settings thermo_settings: settings.ThermoSettings = protocol_settings.thermo_settings alchem_settings: AlchemicalSettings = protocol_settings.alchemical_settings alchem_sampler_settings: AlchemicalSamplerSettings = protocol_settings.alchemical_sampler_settings @@ -671,6 +672,7 @@ def run(self, *, dry=False, verbose=True, system_generator = system_creation.get_system_generator( forcefield_settings=forcefield_settings, + integrator_settings=integrator_settings, thermo_settings=thermo_settings, system_settings=system_settings, cache=ffcache, diff --git a/openfe/protocols/openmm_utils/system_creation.py b/openfe/protocols/openmm_utils/system_creation.py index f68fc4227..1e2993350 100644 --- a/openfe/protocols/openmm_utils/system_creation.py +++ b/openfe/protocols/openmm_utils/system_creation.py @@ -18,12 +18,13 @@ Component, ProteinComponent, SolventComponent, SmallMoleculeComponent ) from ..openmm_rfe.equil_rfe_settings import ( - SystemSettings, SimulationSettings, SolvationSettings + SystemSettings, SimulationSettings, SolvationSettings, IntegratorSettings, ) def get_system_generator( forcefield_settings: OpenMMSystemGeneratorFFSettings, + integrator_settings: IntegratorSettings, thermo_settings: ThermoSettings, system_settings: SystemSettings, cache: Optional[Path], @@ -36,8 +37,10 @@ def get_system_generator( --------- forcefield_settings : OpenMMSystemGeneratorFFSettings Force field settings, including necessary information - for constraints, hydrogen mass, rigid waters, COM removal, + for constraints, hydrogen mass, rigid waters, non-ligand FF xmls, and the ligand FF name. + integrator_settings: IntegratorSettings + Integrator settings, including COM removal. thermo_settings : ThermoSettings Thermodynamic settings, including everything necessary to create a barostat. @@ -72,7 +75,7 @@ def get_system_generator( forcefield_kwargs = { 'constraints': constraints, 'rigidWater': forcefield_settings.rigid_water, - 'removeCMMotion': forcefield_settings.remove_com, + 'removeCMMotion': integrator_settings.remove_com, 'hydrogenMass': forcefield_settings.hydrogen_mass * omm_unit.amu, } diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index 77ead3a12..3076fe64d 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -1428,6 +1428,7 @@ def benzene_solvent_openmm_system(benzene_modifications): system_generator = system_creation.get_system_generator( forcefield_settings=settings.forcefield_settings, + integrator_settings=settings.integrator_settings, thermo_settings=settings.thermo_settings, system_settings=settings.system_settings, cache=None, @@ -1469,6 +1470,7 @@ def benzene_tip4p_solvent_openmm_system(benzene_modifications): system_generator = system_creation.get_system_generator( forcefield_settings=settings.forcefield_settings, + integrator_settings=settings.integrator_settings, thermo_settings=settings.thermo_settings, system_settings=settings.system_settings, cache=None, diff --git a/openfe/tests/protocols/test_openmmutils.py b/openfe/tests/protocols/test_openmmutils.py index fb80e90fc..5a1dd1146 100644 --- a/openfe/tests/protocols/test_openmmutils.py +++ b/openfe/tests/protocols/test_openmmutils.py @@ -18,7 +18,7 @@ multistate_analysis ) from openfe.protocols.openmm_rfe.equil_rfe_settings import ( - SystemSettings, SolvationSettings, + SystemSettings, SolvationSettings, IntegratorSettings, ) @@ -165,13 +165,14 @@ def test_components_complex(T4_protein_component, benzene_modifications): @pytest.fixture(scope='module') def get_settings(): forcefield_settings = OpenMMSystemGeneratorFFSettings() + integrator_settings = IntegratorSettings thermo_settings = ThermoSettings( temperature=298.15 * unit.kelvin, pressure=1 * unit.bar, ) system_settings = SystemSettings() - return forcefield_settings, thermo_settings, system_settings + return forcefield_settings, integrator_settings, thermo_settings, system_settings class TestFEAnalysis: @@ -269,18 +270,19 @@ class TestSystemCreation: @staticmethod def get_settings(): forcefield_settings = OpenMMSystemGeneratorFFSettings() + integrator_settings = IntegratorSettings thermo_settings = ThermoSettings( temperature=298.15 * unit.kelvin, pressure=1 * unit.bar, ) system_settings = SystemSettings() - return forcefield_settings, thermo_settings, system_settings + return forcefield_settings, integrator_settings, thermo_settings, system_settings def test_system_generator_nosolv_nocache(self, get_settings): - ffsets, thermosets, systemsets = get_settings + ffsets, intsets, thermosets, systemsets = get_settings generator = system_creation.get_system_generator( - ffsets, thermosets, systemsets, None, False) + ffsets, intsets, thermosets, systemsets, None, False) assert generator.barostat is None assert generator.template_generator._cache is None assert not generator.postprocess_system @@ -301,18 +303,18 @@ def test_system_generator_nosolv_nocache(self, get_settings): assert generator.periodic_forcefield_kwargs == periodic_kwargs def test_system_generator_solv_cache(self, get_settings): - ffsets, thermosets, systemsets = get_settings + ffsets, intsets, thermosets, systemsets = get_settings generator = system_creation.get_system_generator( - ffsets, thermosets, systemsets, Path('./db.json'), True) + ffsets, intsets, thermosets, systemsets, Path('./db.json'), True) assert isinstance(generator.barostat, MonteCarloBarostat) assert generator.template_generator._cache == 'db.json' def test_get_omm_modeller_complex(self, T4_protein_component, benzene_modifications, get_settings): - ffsets, thermosets, systemsets = get_settings + ffsets, intsets, thermosets, systemsets = get_settings generator = system_creation.get_system_generator( - ffsets, thermosets, systemsets, None, True) + ffsets, intsets, thermosets, systemsets, None, True) smc = benzene_modifications['toluene'] mol = smc.to_openff() @@ -335,9 +337,9 @@ def test_get_omm_modeller_complex(self, T4_protein_component, np.linspace(165, len(resids)-1, len(resids)-165)) def test_get_omm_modeller_ligand_no_neutralize(self, get_settings): - ffsets, thermosets, systemsets = get_settings + ffsets, intsets, thermosets, systemsets = get_settings generator = system_creation.get_system_generator( - ffsets, thermosets, systemsets, None, True + ffsets, intsets, thermosets, systemsets, None, True ) offmol = OFFMol.from_smiles('[O-]C=O') From ad8170f912f3bc78e2431c991bdd7a03e8deefd0 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 25 Jan 2024 13:46:47 +0100 Subject: [PATCH 20/43] more small fixes --- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 4 ++-- openfe/protocols/openmm_utils/omm_settings.py | 2 +- openfe/tests/protocols/test_openmm_equil_rfe_protocols.py | 3 --- 3 files changed, 3 insertions(+), 6 deletions(-) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 4f500472c..89dc082f1 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -784,9 +784,9 @@ def run(self, *, dry=False, verbose=True, # 3. Create the hybrid topology # a. Get softcore potential settings - if alchem_settings.softcore_LJ == 'gapsys': + if alchem_settings.softcore_LJ.lower() == 'gapsys': softcore_LJ_v2 = True - elif alchem_settings.softcore_LJ == 'beutler': + elif alchem_settings.softcore_LJ.lower() == 'beutler': softcore_LJ_v2 = False # b. Get hybrid topology factory hybrid_factory = _rfe_utils.relative.HybridTopologyFactory( diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index b1b70b8a3..af4533138 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -146,7 +146,7 @@ class Config: At each interval, real time analysis data (e.g. current free energy estimate and timing data) will be written to a yaml file named - ``_real_time_analysis.yaml``. The + ``_real_time_analysis.yaml``. The current error in the estimate will also be assessed and if it drops below ``AlchemicalSamplerSettings.early_termination_target_error`` the simulation will be terminated. diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index 3076fe64d..323b54054 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -937,11 +937,9 @@ def test_ligand_overlap_warning(benzene_vacuum_system, toluene_vacuum_system, @pytest.fixture def solvent_protocol_dag(benzene_system, toluene_system, benzene_to_toluene_mapping): settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=settings, ) - return protocol.create( stateA=benzene_system, stateB=toluene_system, mapping={'ligand': benzene_to_toluene_mapping}, @@ -957,7 +955,6 @@ def test_unit_tagging(solvent_protocol_dag, tmpdir): for u in dag_units: ret = u.execute(context=gufe.Context(tmpdir, tmpdir)) results.append(ret) - repeats = set() for ret in results: assert isinstance(ret, gufe.ProtocolUnitResult) From aef9156fda8117068000dfcaa8fea4ec91b6dd48 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Thu, 25 Jan 2024 14:20:45 +0100 Subject: [PATCH 21/43] Plain MD protocol move n_repeats from RepeatSettings to ProtocolSettings.protocol_repeats --- .../protocols/openmm_md/plain_md_methods.py | 5 ++-- .../protocols/openmm_md/plain_md_settings.py | 27 +++++++++++------- .../openmm_rfe/equil_rfe_settings.py | 12 +------- .../tests/data/openmm_md/md_results.json.gz | Bin 3070 -> 3060 bytes .../test_openmm_plain_md_protocols.py | 6 ++-- 5 files changed, 22 insertions(+), 28 deletions(-) diff --git a/openfe/protocols/openmm_md/plain_md_methods.py b/openfe/protocols/openmm_md/plain_md_methods.py index a5e773e27..57c284c59 100644 --- a/openfe/protocols/openmm_md/plain_md_methods.py +++ b/openfe/protocols/openmm_md/plain_md_methods.py @@ -36,7 +36,6 @@ PlainMDProtocolSettings, SystemSettings, SolvationSettings, OpenMMEngineSettings, IntegratorSettings, SimulationSettingsMD, OutputSettingsMD, - RepeatSettings, ) from openff.toolkit.topology import Molecule as OFFMolecule @@ -132,7 +131,7 @@ def _default_settings(cls): production_length=5.0 * unit.nanosecond, ), output_settings=OutputSettingsMD(), - repeat_settings=RepeatSettings(), + protocol_repeats=1, ) def _create( @@ -169,7 +168,7 @@ def _create( system_name += f" {comp_type}:{comp_name}" # our DAG has no dependencies, so just list units - n_repeats = self.settings.repeat_settings.n_repeats + n_repeats = self.settings.protocol_repeats units = [PlainMDProtocolUnit( stateA=stateA, settings=self.settings, diff --git a/openfe/protocols/openmm_md/plain_md_settings.py b/openfe/protocols/openmm_md/plain_md_settings.py index bd7af609f..bd6d40b77 100644 --- a/openfe/protocols/openmm_md/plain_md_settings.py +++ b/openfe/protocols/openmm_md/plain_md_settings.py @@ -13,21 +13,29 @@ IntegratorSettings, OutputSettingsMD, ) from gufe.settings import SettingsBaseModel +try: + from pydantic.v1 import validator +except ImportError: + from pydantic import validator # type: ignore[assignment] -class RepeatSettings(SettingsBaseModel): - """Settings for how many independent MD runs to perform.""" - - n_repeats: int = 1 - """ - Number of independent repeats to run. Default 1 - """ - class PlainMDProtocolSettings(Settings): class Config: arbitrary_types_allowed = True + protocol_repeats: int + """ + Number of independent MD runs to perform. + """ + + @validator('protocol_repeats') + def must_be_positive(cls, v): + if v <= 0: + errmsg = f"protocol_repeats must be a positive value, got {v}." + raise ValueError(errmsg) + return v + # Things for creating the systems system_settings: SystemSettings solvation_settings: SolvationSettings @@ -41,8 +49,5 @@ class Config: # Simulation run settings simulation_settings: SimulationSettingsMD - # Setting number of repeats of md simulation - repeat_settings: RepeatSettings - #Simulations output settings output_settings: OutputSettingsMD diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index c2e0929f6..a8f4f9986 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -102,17 +102,7 @@ class Config: The minimum distance from the system solutes from which an alchemical water can be chosen. Default 0.8 * unit.nanometer. """ - - @validator('softcore_LJ') - def allowed_solvent(cls, v): - allowed_models = ['gapsys', 'beutler'] - if v.lower() not in allowed_models: - errmsg = ( - f"Only {allowed_models} softcore potentials are allowed, " - f"got {v.lower()}." - ) - raise ValueError(errmsg) - return v + class RelativeHybridTopologyProtocolSettings(Settings): class Config: diff --git a/openfe/tests/data/openmm_md/md_results.json.gz b/openfe/tests/data/openmm_md/md_results.json.gz index 48a531196b56add6dfd547227f2b6588f4276d18..ffc82abceb24336e9c8ae0536beefe2017978fe4 100644 GIT binary patch literal 3060 zcmV!a04~DZmWK~0xyg6xsWmPmqSfqZ%>RHw(0O& z%O$$y>Za~^L?@nM+qR=|+!v?AoMz&%;Zczuv%DD`+!-8YG))hRl!ddD?H5^D zO(s5jmHCD?s94EpGa!Qr%UMO6q{s(k$ocYLGr{HXQ1bUIPnutV#hsW%k?lGrF+ImL zNJI$>XyC;fF>J&0nAlzyvnpf@A}N>p;Eqabhv|V~yTl2sz%yACyP6YPh7%Y>cU z1(hT(XH5;Ns2i@!+i)As1;G_A4b3CCrA?6u;ENa9_JF{DOw*dpA5PC+ZVz7A^T(!| z{W+J;<6d(BYexY4VgjHql>q8Jxd3TN;T)*15PFx5`NCBq_*iz;K4aLeI%MtIeH^z7j9-{O{N@JWvG za=I00# z5T7nPYHo-d&4Etz=WO4wr}bASi@XjGwy5fUis0=lmLWE@Mhrd5x} ze*YGr!EQ?fMPepZ-KaGj+8j|)hXLA124^d<3rrGIVNd^c^)^N%1CkxUBCW9k`s;Xz z7*u~o{@O~WX$XFfegq4sP_Rkl`qGRYhec*UstDbMwOqQ!?n9tpW3an+Uv88S73>0o zu7w_KC{7c>dVoj5y@nc$9t;$ngdlnlY=O37MFH}}>3EpFdyj57hq3)f;24Wt4fXC26dN!u=JvZ&j9li~fc_{1`5g zOd;ipuzqt5*WeP6Y6`4r+1w>SB2ZQoOwkJqxJVZwKVfXVZ*4%?)^%kwMapdmp5A9fb_0>;TeG;3|G)-9W4dBh)QO5=X~>LGS@QE^5l1xf6{6f(nCRimjXI zQkD1@?v-UT$fwN4amN!5T-V#VyC*QlwTBIjs^aSXZ$7iOEy ziydM_=D0z})zQPq@#EHeG#l!w8!7aIp!G3q22f)$d9D}%Wee$&G@5a<#p)GoVBf5i zavxd)^q^|`L~&}lhB{vIx0opYh*{p#(4%9v|6Y>+@gHy;7EAC)itPyP1UJg;`~VL? 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Default 0.8 * unit.nanometer. """ - + class RelativeHybridTopologyProtocolSettings(Settings): class Config: From c20f5b61b7781a508bb1e3d812cf31aeb779bdb3 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Fri, 26 Jan 2024 16:35:32 +0100 Subject: [PATCH 23/43] Larger settings changes, suggestions --- .../openmm_afe/equil_solvation_afe_method.py | 11 +- openfe/protocols/openmm_utils/omm_settings.py | 467 +++++++++++------- 2 files changed, 306 insertions(+), 172 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index f3c98aacf..428fbb2d0 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -405,9 +405,16 @@ def _default_settings(cls): solvent_system_settings=SystemSettings(), vacuum_system_settings=SystemSettings(nonbonded_method='nocutoff'), alchemical_settings=AlchemicalSettings(), - lambda_settings=LambdaSettings(), + lambda_settings=LambdaSettings( + lambda_elec=[ + 0.0, 0.25, 0.5, 0.75, 1.0, 1.0, 1.0, + 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0 + ], + lambda_vdw=[ + 0.0, 0.0, 0.0, 0.0, 0.0, 0.12, 0.24, + 0.36, 0.48, 0.6, 0.7, 0.77, 0.85, 1.0]), alchemsampler_settings=AlchemicalSamplerSettings( - n_replicas=20, + n_replicas=14, ), solvation_settings=SolvationSettings(), vacuum_engine_settings=OpenMMEngineSettings(), diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index af4533138..bcf34290a 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -28,40 +28,40 @@ from pydantic import validator # type: ignore[assignment] -class SystemSettings(SettingsBaseModel): - """Settings describing the simulation system settings.""" - - class Config: - arbitrary_types_allowed = True - - nonbonded_method = 'PME' - """ - Method for treating nonbonded interactions, currently only PME and - NoCutoff are allowed. Default PME. - """ - nonbonded_cutoff: FloatQuantity['nanometer'] = 1.0 * unit.nanometer - """ - Cutoff value for short range nonbonded interactions. - Default 1.0 * unit.nanometer. - """ - - @validator('nonbonded_method') - def allowed_nonbonded(cls, v): - if v.lower() not in ['pme', 'nocutoff']: - errmsg = ("Only PME and NoCutoff are allowed nonbonded_methods") - raise ValueError(errmsg) - return v - - @validator('nonbonded_cutoff') - def is_positive_distance(cls, v): - # these are time units, not simulation steps - if not v.is_compatible_with(unit.nanometer): - raise ValueError("nonbonded_cutoff must be in distance units " - "(i.e. nanometers)") - if v < 0: - errmsg = "nonbonded_cutoff must be a positive value" - raise ValueError(errmsg) - return v +# class SystemSettings(SettingsBaseModel): +# """Settings describing the simulation system settings.""" +# +# class Config: +# arbitrary_types_allowed = True +# +# nonbonded_method = 'PME' +# """ +# Method for treating nonbonded interactions, currently only PME and +# NoCutoff are allowed. Default PME. +# """ +# nonbonded_cutoff: FloatQuantity['nanometer'] = 1.0 * unit.nanometer +# """ +# Cutoff value for short range nonbonded interactions. +# Default 1.0 * unit.nanometer. +# """ +# +# @validator('nonbonded_method') +# def allowed_nonbonded(cls, v): +# if v.lower() not in ['pme', 'nocutoff']: +# errmsg = ("Only PME and NoCutoff are allowed nonbonded_methods") +# raise ValueError(errmsg) +# return v +# +# @validator('nonbonded_cutoff') +# def is_positive_distance(cls, v): +# # these are time units, not simulation steps +# if not v.is_compatible_with(unit.nanometer): +# raise ValueError("nonbonded_cutoff must be in distance units " +# "(i.e. nanometers)") +# if v < 0: +# errmsg = "nonbonded_cutoff must be a positive value" +# raise ValueError(errmsg) +# return v class SolvationSettings(SettingsBaseModel): @@ -107,133 +107,133 @@ def is_positive_distance(cls, v): class AlchemicalSamplerSettings(SettingsBaseModel): - """Settings for the Equilibrium Alchemical sampler, currently supporting - either MultistateSampler, SAMSSampler or ReplicaExchangeSampler. - - """ - - """ - TODO - ---- - * It'd be great if we could pass in the sampler object rather than using - strings to define which one we want. - * Make n_replicas optional such that: If `None` or greater than the number - of lambda windows set in :class:`AlchemicalSettings`, this will default - to the number of lambda windows. If less than the number of lambda - windows, the replica lambda states will be picked at equidistant - intervals along the lambda schedule. - """ - class Config: - arbitrary_types_allowed = True - - sampler_method = "repex" - """ - Alchemical sampling method, must be one of; - `repex` (Hamiltonian Replica Exchange), - `sams` (Self-Adjusted Mixture Sampling), - or `independent` (independently sampled lambda windows). - Default `repex`. - """ - steps_per_iteration = 250 * unit.timestep # todo: IntQuantity - """ - Number of integration timesteps between each time the MCMC move - is applied. Default 250 * unit.timestep. - """ - real_time_analysis_interval: Optional[int] = 250 - """ - MCMC steps (i.e. number of ``steps_per_iteration``) interval at which - to perform an analysis of the free energies. - - At each interval, real time analysis data (e.g. current free energy - estimate and timing data) will be written to a yaml file named - ``_real_time_analysis.yaml``. The - current error in the estimate will also be assessed and if it drops - below ``AlchemicalSamplerSettings.early_termination_target_error`` - the simulation will be terminated. - - If ``None``, no real time analysis will be performed and the yaml - file will not be written. - - Must be a multiple of ``OutputSettings.checkpoint_interval`` - - Default `250`. - - Example: - real_time_analysis_interval = 250 - timestep = 4 fs - steps_per_iteration = 250 - --> The free energy would be analyzed every 250 ps (250 * 250 * 4 fs) - """ - early_termination_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin - """ - Target error for the real time analysis measured in kT. Once the MBAR error of - the free energy is at or below this value, the simulation will be - considered complete. - A suggested value of 0.2 * `unit.boltzmann_constant` * `unit.kelvin` has - shown to be effective in both hydration and binding free energy benchmarks. - Default 0.0 * `unit.boltzmann_constant` * `unit.kelvin`, i.e. no early - termination will occur. - """ - real_time_analysis_minimum_iterations = 500 - """ - Number of sampling iterations which must pass before real time analysis is - carried out. Default 500. - Example: - real_time_analysis_minimum_iterations = 500 - timestep = 4 fs - steps_per_iteration = 250 - --> The free energy would be analyzed for - the first time after 500 ps (500 * 250 * 4 fs) - """ - - sams_flatness_criteria = 'logZ-flatness' - """ - SAMS only. Method for assessing when to switch to asymptomatically - optimal scheme. - One of ['logZ-flatness', 'minimum-visits', 'histogram-flatness']. - Default 'logZ-flatness'. - """ - sams_gamma0 = 1.0 - """SAMS only. Initial weight adaptation rate. Default 1.0.""" - n_replicas = 11 - """Number of replicas to use. Default 11.""" - - @validator('sams_flatness_criteria') - def supported_flatness(cls, v): - supported = [ - 'logz-flatness', 'minimum-visits', 'histogram-flatness' - ] - if v.lower() not in supported: - errmsg = ("Only the following sams_flatness_criteria are " - f"supported: {supported}") - raise ValueError(errmsg) - return v - - @validator('sampler_method') - def supported_sampler(cls, v): - supported = ['repex', 'sams', 'independent'] - if v.lower() not in supported: - errmsg = ("Only the following sampler_method values are " - f"supported: {supported}") - raise ValueError(errmsg) - return v - - @validator('n_replicas', 'steps_per_iteration') - def must_be_positive(cls, v): - if v <= 0: - errmsg = "n_replicas and steps_per_iteration must be positive " \ - f"values, got {v}." - raise ValueError(errmsg) - return v - - @validator('early_termination_target_error', - 'real_time_analysis_minimum_iterations', 'sams_gamma0', 'n_replicas') - def must_be_zero_or_positive(cls, v): - if v < 0: - errmsg = ("Early termination target error, minimum iteration and" - f" SAMS gamma0 must be 0 or positive values, got {v}.") - raise ValueError(errmsg) - return v + # """Settings for the Equilibrium Alchemical sampler, currently supporting + # either MultistateSampler, SAMSSampler or ReplicaExchangeSampler. + # + # """ + # + # """ + # TODO + # ---- + # * It'd be great if we could pass in the sampler object rather than using + # strings to define which one we want. + # * Make n_replicas optional such that: If `None` or greater than the number + # of lambda windows set in :class:`AlchemicalSettings`, this will default + # to the number of lambda windows. If less than the number of lambda + # windows, the replica lambda states will be picked at equidistant + # intervals along the lambda schedule. + # """ + # class Config: + # arbitrary_types_allowed = True + # + # sampler_method = "repex" + # """ + # Alchemical sampling method, must be one of; + # `repex` (Hamiltonian Replica Exchange), + # `sams` (Self-Adjusted Mixture Sampling), + # or `independent` (independently sampled lambda windows). + # Default `repex`. + # """ + # steps_per_iteration = 250 * unit.timestep # todo: IntQuantity + # """ + # Number of integration timesteps between each time the MCMC move + # is applied. Default 250 * unit.timestep. + # """ + # real_time_analysis_interval: Optional[int] = 250 + # """ + # MCMC steps (i.e. number of ``steps_per_iteration``) interval at which + # to perform an analysis of the free energies. + # + # At each interval, real time analysis data (e.g. current free energy + # estimate and timing data) will be written to a yaml file named + # ``_real_time_analysis.yaml``. The + # current error in the estimate will also be assessed and if it drops + # below ``AlchemicalSamplerSettings.early_termination_target_error`` + # the simulation will be terminated. + # + # If ``None``, no real time analysis will be performed and the yaml + # file will not be written. + # + # Must be a multiple of ``OutputSettings.checkpoint_interval`` + # + # Default `250`. + # + # Example: + # real_time_analysis_interval = 250 + # timestep = 4 fs + # steps_per_iteration = 250 + # --> The free energy would be analyzed every 250 ps (250 * 250 * 4 fs) + # """ + # early_termination_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin + # """ + # Target error for the real time analysis measured in kT. Once the MBAR error of + # the free energy is at or below this value, the simulation will be + # considered complete. + # A suggested value of 0.2 * `unit.boltzmann_constant` * `unit.kelvin` has + # shown to be effective in both hydration and binding free energy benchmarks. + # Default 0.0 * `unit.boltzmann_constant` * `unit.kelvin`, i.e. no early + # termination will occur. + # """ + # real_time_analysis_minimum_iterations = 500 + # """ + # Number of sampling iterations which must pass before real time analysis is + # carried out. Default 500. + # Example: + # real_time_analysis_minimum_iterations = 500 + # timestep = 4 fs + # steps_per_iteration = 250 + # --> The free energy would be analyzed for + # the first time after 500 ps (500 * 250 * 4 fs) + # """ + # + # sams_flatness_criteria = 'logZ-flatness' + # """ + # SAMS only. Method for assessing when to switch to asymptomatically + # optimal scheme. + # One of ['logZ-flatness', 'minimum-visits', 'histogram-flatness']. + # Default 'logZ-flatness'. + # """ + # sams_gamma0 = 1.0 + # """SAMS only. Initial weight adaptation rate. Default 1.0.""" + # n_replicas = 11 + # """Number of replicas to use. Default 11.""" + # + # @validator('sams_flatness_criteria') + # def supported_flatness(cls, v): + # supported = [ + # 'logz-flatness', 'minimum-visits', 'histogram-flatness' + # ] + # if v.lower() not in supported: + # errmsg = ("Only the following sams_flatness_criteria are " + # f"supported: {supported}") + # raise ValueError(errmsg) + # return v + # + # @validator('sampler_method') + # def supported_sampler(cls, v): + # supported = ['repex', 'sams', 'independent'] + # if v.lower() not in supported: + # errmsg = ("Only the following sampler_method values are " + # f"supported: {supported}") + # raise ValueError(errmsg) + # return v + # + # @validator('n_replicas', 'steps_per_iteration') + # def must_be_positive(cls, v): + # if v <= 0: + # errmsg = "n_replicas and steps_per_iteration must be positive " \ + # f"values, got {v}." + # raise ValueError(errmsg) + # return v + # + # @validator('early_termination_target_error', + # 'real_time_analysis_minimum_iterations', 'sams_gamma0', 'n_replicas') + # def must_be_zero_or_positive(cls, v): + # if v < 0: + # errmsg = ("Early termination target error, minimum iteration and" + # f" SAMS gamma0 must be 0 or positive values, got {v}.") + # raise ValueError(errmsg) + # return v class OpenMMEngineSettings(SettingsBaseModel): @@ -338,9 +338,10 @@ class Config: Selection string for which part of the system to write coordinates for. Default 'not water'. """ - checkpoint_interval = 250 * unit.timestep # todo: Needs IntQuantity + checkpoint_interval = FloatQuantity['picosecond'] = 1 * unit.picosecond + # todo: convert back to unit.timestep in protocol """ - Frequency to write the checkpoint file. Default 250 * unit.timestep. + Frequency to write the checkpoint file. Default 1 * unit.picosecond. """ checkpoint_storage_filename = 'checkpoint.chk' """ @@ -363,8 +364,7 @@ def must_be_positive(cls, v): class SimulationSettings(SettingsBaseModel): """ - Settings for simulation control, including lengths, - writing to disk, etc... + Settings for simulation control, including lengths, etc... """ class Config: arbitrary_types_allowed = True @@ -403,8 +403,137 @@ def must_be_positive(cls, v): raise ValueError(errmsg) return v +class MultistateSimulationSettings(SimulationSettings): + """ + Settings for simulation control for multistate simulations, + including simulation length and details of the alchemical sampler. + """ + + """ + TODO + ---- + * It'd be great if we could pass in the sampler object rather than using + strings to define which one we want. + * Make n_replicas optional such that: If `None` or greater than the number + of lambda windows set in :class:`AlchemicalSettings`, this will default + to the number of lambda windows. If less than the number of lambda + windows, the replica lambda states will be picked at equidistant + intervals along the lambda schedule. + """ + + class Config: + arbitrary_types_allowed = True + + sampler_method = "repex" + """ + Alchemical sampling method, must be one of; + `repex` (Hamiltonian Replica Exchange), + `sams` (Self-Adjusted Mixture Sampling), + or `independent` (independently sampled lambda windows). + Default `repex`. + """ + time_per_iteration: FloatQuantity['picosecond'] = 1 * unit.picosecond + # TODO: convert back in protocol + # todo: Add validators in the protocol + """ + Simulation time between each MCMC move attempt. Default 1 * unit.picosecond. + """ + real_time_analysis_interval: Optional[FloatQuantity['picosecond']] = 250 * unit.picosecond + # TODO: convert back in protocol + # todo: Add validators in the protocol + """ + Time interval at which to perform an analysis of the free energies. + + At each interval, real time analysis data (e.g. current free energy + estimate and timing data) will be written to a yaml file named + ``_real_time_analysis.yaml``. The + current error in the estimate will also be assessed and if it drops + below ``MultiStateSimulationSettings.early_termination_target_error`` + the simulation will be terminated. -class SimulationSettingsMD(SimulationSettings): + If ``None``, no real time analysis will be performed and the yaml + file will not be written. + + Must be a multiple of ``OutputSettings.checkpoint_interval`` + + Default `250`. + + """ + early_termination_target_error: Optional[FloatQuantity['kcal/mol'] = + 0.0 * unit.kilocalorie_per_mole + # todo: convert back to kT + # todo: have default ``None`` or ``0.0 * unit.kilocalorie_per_mole`` + # (later would give an example of unit). + """ + Target error for the real time analysis measured in kcal/mol. Once the MBAR + error of the free energy is at or below this value, the simulation will be + considered complete. + A suggested value of 0.12 * `unit.kilocalorie_per_mole` has + shown to be effective in both hydration and binding free energy benchmarks. + Default ``None``, i.e. no early termination will occur. + """ + real_time_analysis_minimum_time = FloatQuantity['picosecond'] = 500 * unit.picosecond + # todo: convert back to unit.timestep in protocol + # todo: Add validators in the protocol + """ + Simulation time which must pass before real time analysis is + carried out. + + Default 500 * unit.picosecond. + """ + + sams_flatness_criteria = 'logZ-flatness' + """ + SAMS only. Method for assessing when to switch to asymptomatically + optimal scheme. + One of ['logZ-flatness', 'minimum-visits', 'histogram-flatness']. + Default 'logZ-flatness'. + """ + sams_gamma0 = 1.0 + """SAMS only. Initial weight adaptation rate. Default 1.0.""" + n_replicas = 11 + """Number of replicas to use. Default 11.""" + + @validator('sams_flatness_criteria') + def supported_flatness(cls, v): + supported = [ + 'logz-flatness', 'minimum-visits', 'histogram-flatness' + ] + if v.lower() not in supported: + errmsg = ("Only the following sams_flatness_criteria are " + f"supported: {supported}") + raise ValueError(errmsg) + return v + + @validator('sampler_method') + def supported_sampler(cls, v): + supported = ['repex', 'sams', 'independent'] + if v.lower() not in supported: + errmsg = ("Only the following sampler_method values are " + f"supported: {supported}") + raise ValueError(errmsg) + return v + + @validator('n_replicas', 'steps_per_iteration') + def must_be_positive(cls, v): + if v <= 0: + errmsg = "n_replicas and steps_per_iteration must be positive " \ + f"values, got {v}." + raise ValueError(errmsg) + return v + + @validator('early_termination_target_error', + 'real_time_analysis_minimum_iterations', 'sams_gamma0', + 'n_replicas') + def must_be_zero_or_positive(cls, v): + if v < 0: + errmsg = ("Early termination target error, minimum iteration and" + f" SAMS gamma0 must be 0 or positive values, got {v}.") + raise ValueError(errmsg) + return v + + +class MDSimulationSettings(SimulationSettings): """ Settings for simulation control for plain MD simulations """ @@ -415,13 +544,11 @@ class Config: """ Length of the equilibration phase in the NVT ensemble in units of time. The total number of steps from this equilibration length - (i.e. ``equilibration_length_nvt`` / :class:`IntegratorSettings.timestep`) - must be a multiple of the value defined for - :class:`AlchemicalSamplerSettings.steps_per_iteration`. + (i.e. ``equilibration_length_nvt`` / :class:`IntegratorSettings.timestep`). """ -class OutputSettingsMD(OutputSettings): +class MDOutputSettings(OutputSettings): """ Settings for simulation output settings for plain MD simulations.""" class Config: arbitrary_types_allowed = True From 573f2714bd349af22aaf804af147e8a2b5578254 Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Tue, 30 Jan 2024 10:31:56 +0100 Subject: [PATCH 24/43] Change unit early_termination_target_error to kcal/mol --- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 10 ++++++++-- openfe/protocols/openmm_utils/omm_settings.py | 9 ++++----- 2 files changed, 12 insertions(+), 7 deletions(-) diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 89dc082f1..fa4e2acba 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -879,12 +879,18 @@ def run(self, *, dry=False, verbose=True, # 12. Create sampler self.logger.info("Creating and setting up the sampler") + # convert early_termination_target_error from kcal/mol to kT + temp = thermo_settings.temperature + kB = 0.001987204 * unit.kilocalorie_per_mole / unit.kelvin + kT = temp * kB + early_termination_target_error = kT / sampler_settings.early_termination_target_error + if sampler_settings.sampler_method.lower() == "repex": sampler = _rfe_utils.multistate.HybridRepexSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, online_analysis_interval=sampler_settings.real_time_analysis_interval, - online_analysis_target_error=sampler_settings.early_termination_target_error.m, + online_analysis_target_error=early_termination_target_error, online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations ) elif sampler_settings.sampler_method.lower() == "sams": @@ -901,7 +907,7 @@ def run(self, *, dry=False, verbose=True, mcmc_moves=integrator, hybrid_factory=hybrid_factory, online_analysis_interval=sampler_settings.real_time_analysis_interval, - online_analysis_target_error=sampler_settings.early_termination_target_error.m, + online_analysis_target_error=early_termination_target_error, online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations ) diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index bcf34290a..853f9512c 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -106,7 +106,7 @@ def is_positive_distance(cls, v): return v -class AlchemicalSamplerSettings(SettingsBaseModel): +# class AlchemicalSamplerSettings(SettingsBaseModel): # """Settings for the Equilibrium Alchemical sampler, currently supporting # either MultistateSampler, SAMSSampler or ReplicaExchangeSampler. # @@ -403,7 +403,8 @@ def must_be_positive(cls, v): raise ValueError(errmsg) return v -class MultistateSimulationSettings(SimulationSettings): + +class MultiStateSimulationSettings(SimulationSettings): """ Settings for simulation control for multistate simulations, including simulation length and details of the alchemical sampler. @@ -459,9 +460,7 @@ class Config: Default `250`. """ - early_termination_target_error: Optional[FloatQuantity['kcal/mol'] = - 0.0 * unit.kilocalorie_per_mole - # todo: convert back to kT + early_termination_target_error: Optional[FloatQuantity['kcal/mol']] = 0.0 * unit.kilocalorie_per_mole # todo: have default ``None`` or ``0.0 * unit.kilocalorie_per_mole`` # (later would give an example of unit). """ From 4a73dff83b9748564dd61ac76c0006d94070e926 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Fri, 2 Feb 2024 13:10:15 +0000 Subject: [PATCH 25/43] updates for new Settings currently every (non-slow) tests passes except the reloading old files tests (to be expected) still to do: regenerated example results files & update fixtures for these --- openfe/protocols/openmm_afe/base.py | 73 +++++++++------ .../openmm_afe/equil_afe_settings.py | 40 +++----- .../openmm_afe/equil_solvation_afe_method.py | 54 +++++------ .../protocols/openmm_md/plain_md_methods.py | 22 ++--- .../protocols/openmm_md/plain_md_settings.py | 14 ++- .../openmm_rfe/_rfe_utils/lambdaprotocol.py | 2 +- .../protocols/openmm_rfe/equil_rfe_methods.py | 72 ++++++++------- .../openmm_rfe/equil_rfe_settings.py | 17 +--- openfe/protocols/openmm_utils/omm_settings.py | 48 +--------- .../openmm_utils/settings_validation.py | 92 +++++++++++++++++++ .../protocols/openmm_utils/system_creation.py | 13 +-- .../relative_alchemical_network_planner.py | 2 +- .../test_openmm_afe_solvation_protocol.py | 36 +++++--- .../test_openmm_equil_rfe_protocols.py | 28 +++--- .../test_openmm_plain_md_protocols.py | 12 +-- .../tests/protocols/test_openmm_settings.py | 4 +- openfe/tests/protocols/test_openmmutils.py | 37 +++----- .../tests/protocols/test_rfe_tokenization.py | 2 +- .../test_solvation_afe_tokenization.py | 2 +- 19 files changed, 302 insertions(+), 268 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index d7774fb58..5db4ef92d 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -52,8 +52,9 @@ ) from openfe.protocols.openmm_afe.equil_afe_settings import ( SolvationSettings, - AlchemicalSamplerSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettings, LambdaSettings, OutputSettings, + MultiStateSimulationSettings, OpenMMEngineSettings, + IntegratorSettings, LambdaSettings, OutputSettings, + ThermoSettings, ) from openfe.protocols.openmm_rfe._rfe_utils import compute from ..openmm_utils import ( @@ -234,7 +235,7 @@ def _handle_settings(self): * solvation_settings : SolvationSettings * alchemical_settings : AlchemicalSettings * lambda_settings : LambdaSettings - * sampler_settings : AlchemicalSamplerSettings + * sampler_settings : MultiStateSimulationSettings * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings * simulation_settings : SimulationSettings @@ -279,8 +280,6 @@ def _get_system_generator( forcefield_settings=settings['forcefield_settings'], integrator_settings=settings['integrator_settings'], thermo_settings=settings['thermo_settings'], - integrator_settings=settings['integrator_settings'], - system_settings=settings['system_settings'], cache=ffcache, has_solvent=solvent_comp is not None, ) @@ -616,10 +615,10 @@ def _get_ctx_caches( return energy_context_cache, sampler_context_cache + @staticmethod def _get_integrator( - self, integrator_settings: IntegratorSettings, - alchemsampler_settings: AlchemicalSamplerSettings + simulation_settings: MultiStateSimulationSettings ) -> openmmtools.mcmc.LangevinDynamicsMove: """ Return a LangevinDynamicsMove integrator @@ -627,16 +626,22 @@ def _get_integrator( Parameters ---------- integrator_settings : IntegratorSettings + simulation_settings : MultiStateSimulationSettings Returns ------- integrator : openmmtools.mcmc.LangevinDynamicsMove A configured integrator object. """ + # TODO: Check this is correct + tpi_fs = simulation_settings.time_per_iteration.to(unit.femtosecond).m + ts_fs = integrator_settings.timestep.to(unit.femtosecond).m + steps_per_iteration = int(round(tpi_fs / ts_fs)) + integrator = openmmtools.mcmc.LangevinDynamicsMove( timestep=to_openmm(integrator_settings.timestep), collision_rate=to_openmm(integrator_settings.langevin_collision_rate), - n_steps=alchemsampler_settings.steps_per_iteration.m, + n_steps=steps_per_iteration, reassign_velocities=integrator_settings.reassign_velocities, n_restart_attempts=integrator_settings.n_restart_attempts, constraint_tolerance=integrator_settings.constraint_tolerance, @@ -644,11 +649,12 @@ def _get_integrator( return integrator + @staticmethod def _get_sampler( - self, integrator: openmmtools.mcmc.LangevinDynamicsMove, reporter: openmmtools.multistate.MultiStateReporter, - sampler_settings: AlchemicalSamplerSettings, + simulation_settings: MultiStateSimulationSettings, + thermo_settings: ThermoSettings, cmp_states: list[ThermodynamicState], sampler_states: list[SamplerState], energy_context_cache: openmmtools.cache.ContextCache, @@ -663,8 +669,10 @@ def _get_sampler( The simulation integrator. reporter : openmmtools.multistate.MultiStateReporter The reporter to hook up to the sampler. - sampler_settings : AlchemicalSamplerSettings + simulation_settings : MultiStateSimulationSettings Settings for the alchemical sampler. + thermo_settings : ThermoSettings + Thermodynamic settings cmp_states : list[ThermodynamicState] A list of thermodynamic states to sample. sampler_states : list[SamplerState] @@ -679,30 +687,37 @@ def _get_sampler( sampler : multistate.MultistateSampler A sampler configured for the chosen sampling method. """ + rta_its, rta_min_its = settings_validation.convert_real_time_analysis_iterations( + simulation_settings=simulation_settings, + ) + et_target_err = settings_validation.convert_target_error( + thermo_settings=thermo_settings, + simulation_settings=simulation_settings, + ) # Select the right sampler # Note: doesn't need else, settings already validates choices - if sampler_settings.sampler_method.lower() == "repex": + if simulation_settings.sampler_method.lower() == "repex": sampler = multistate.ReplicaExchangeSampler( mcmc_moves=integrator, - online_analysis_interval=sampler_settings.real_time_analysis_interval, - online_analysis_target_error=sampler_settings.early_termination_target_error.m, - online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations + online_analysis_interval=rta_its, + online_analysis_target_error=et_target_err, + online_analysis_minimum_iterations=rta_min_its ) - elif sampler_settings.sampler_method.lower() == "sams": + elif simulation_settings.sampler_method.lower() == "sams": sampler = multistate.SAMSSampler( mcmc_moves=integrator, - online_analysis_interval=sampler_settings.real_time_analysis_interval, - online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations, - flatness_criteria=sampler_settings.sams_flatness_criteria, - gamma0=sampler_settings.sams_gamma0, + online_analysis_interval=rta_its, + online_analysis_minimum_iterations=rta_min_its, + flatness_criteria=simulation_settings.sams_flatness_criteria, + gamma0=simulation_settings.sams_gamma0, ) - elif sampler_settings.sampler_method.lower() == 'independent': + elif simulation_settings.sampler_method.lower() == 'independent': sampler = multistate.MultiStateSampler( mcmc_moves=integrator, - online_analysis_interval=sampler_settings.real_time_analysis_interval, - online_analysis_target_error=sampler_settings.early_termination_target_error.m, - online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations + online_analysis_interval=rta_its, + online_analysis_target_error=et_target_err, + online_analysis_minimum_iterations=rta_min_its, ) sampler.create( @@ -744,7 +759,10 @@ def _run_simulation( if not a dry run. """ # Get the relevant simulation steps - mc_steps = settings['sampler_settings'].steps_per_iteration.m + mc_steps = settings_validation.convert_steps_per_iteration( + simulation_settings=settings['simulation_settings'], + integrator_settings=settings['integrator_settings'], + ) equil_steps = settings_validation.get_simsteps( sim_length=settings['simulation_settings'].equilibration_length, @@ -894,12 +912,13 @@ def run(self, dry=False, verbose=True, # 13. Get integrator integrator = self._get_integrator( settings['integrator_settings'], - settings['sampler_settings'], + settings['simulation_settings'], ) # 14. Get sampler sampler = self._get_sampler( - integrator, reporter, settings['sampler_settings'], + integrator, reporter, settings['simulation_settings'], + settings['thermo_settings'], cmp_states, sampler_states, energy_ctx_cache, sampler_ctx_cache ) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 717a1cb2a..6baf41625 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -16,21 +16,24 @@ """ from gufe.settings import ( - Settings, SettingsBaseModel, OpenMMSystemGeneratorFFSettings, ThermoSettings, ) from openfe.protocols.openmm_utils.omm_settings import ( - SystemSettings, + MultiStateSimulationSettings, SolvationSettings, - AlchemicalSamplerSettings, OpenMMEngineSettings, IntegratorSettings, - SimulationSettings, OutputSettings, ) import numpy as np +from openff.models.types import FloatQuantity +from openff.units import unit +from typing import ( + Literal, + Optional, +) try: @@ -109,7 +112,9 @@ def must_be_monotonic(cls, v): return v -class AbsoluteSolvationSettings(Settings): +# This subclasses from SettingsBaseModel as it has vacuum_forcefield and +# solvent_forcefield fields, not just a single forcefield_settings field +class AbsoluteSolvationSettings(SettingsBaseModel): """ Configuration object for ``AbsoluteSolvationProtocol``. @@ -117,9 +122,6 @@ class AbsoluteSolvationSettings(Settings): -------- openfe.protocols.openmm_afe.AbsoluteSolvationProtocol """ - class Config: - arbitrary_types_allowed = True - protocol_repeats: int """ The number of completely independent repeats of the entire sampling @@ -135,22 +137,12 @@ def must_be_positive(cls, v): return v # Inherited things - forcefield_settings: OpenMMSystemGeneratorFFSettings + solvent_forcefield_settings: OpenMMSystemGeneratorFFSettings + vacuum_forcefield_settings: OpenMMSystemGeneratorFFSettings """Parameters to set up the force field with OpenMM Force Fields""" thermo_settings: ThermoSettings """Settings for thermodynamic parameters""" - # Things for creating the systems - vacuum_system_settings: SystemSettings - """ - Simulation system settings including the - long-range non-bonded methods for the vacuum transformation. - """ - solvent_system_settings: SystemSettings - """ - Simulation system settings including the - long-range non-bonded methods for the solvent transformation. - """ solvation_settings: SolvationSettings """Settings for solvating the system.""" @@ -164,10 +156,6 @@ def must_be_positive(cls, v): Settings for controlling the lambda schedule for the different components (vdw, elec, restraints). """ - alchemsampler_settings: AlchemicalSamplerSettings - """ - Settings for controlling how we sample alchemical space. - """ # MD Engine things vacuum_engine_settings: OpenMMEngineSettings @@ -189,12 +177,12 @@ def must_be_positive(cls, v): """ # Simulation run settings - vacuum_simulation_settings: SimulationSettings + vacuum_simulation_settings: MultiStateSimulationSettings """ Simulation control settings, including simulation lengths for the vacuum transformation. """ - solvent_simulation_settings: SimulationSettings + solvent_simulation_settings: MultiStateSimulationSettings """ Simulation control settings, including simulation lengths for the solvent transformation. diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index 9f93a24b3..6ec231900 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -34,7 +34,6 @@ from collections import defaultdict import gufe from gufe.components import Component -from openff.toolkit.topology import Molecule as OFFMolecule import itertools import numpy as np import numpy.typing as npt @@ -50,10 +49,10 @@ ProteinComponent, SolventComponent ) from openfe.protocols.openmm_afe.equil_afe_settings import ( - AbsoluteSolvationSettings, SystemSettings, + AbsoluteSolvationSettings, SolvationSettings, AlchemicalSettings, LambdaSettings, - AlchemicalSamplerSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettings, OutputSettings, + MultiStateSimulationSettings, OpenMMEngineSettings, + IntegratorSettings, OutputSettings, SettingsBaseModel, ) from ..openmm_utils import system_validation, settings_validation @@ -398,13 +397,14 @@ def _default_settings(cls): """ return AbsoluteSolvationSettings( protocol_repeats=3, - forcefield_settings=settings.OpenMMSystemGeneratorFFSettings(), + solvent_forcefield_settings=settings.OpenMMSystemGeneratorFFSettings(), + vacuum_forcefield_settings=settings.OpenMMSystemGeneratorFFSettings( + nonbonded_method='nocutoff', + ), thermo_settings=settings.ThermoSettings( temperature=298.15 * unit.kelvin, pressure=1 * unit.bar, ), - solvent_system_settings=SystemSettings(), - vacuum_system_settings=SystemSettings(nonbonded_method='nocutoff'), alchemical_settings=AlchemicalSettings(), lambda_settings=LambdaSettings( lambda_elec=[ @@ -415,14 +415,12 @@ def _default_settings(cls): 0.0, 0.0, 0.0, 0.0, 0.0, 0.12, 0.24, 0.36, 0.48, 0.6, 0.7, 0.77, 0.85, 1.0], ), - alchemsampler_settings=AlchemicalSamplerSettings( - n_replicas=14, - ), solvation_settings=SolvationSettings(), vacuum_engine_settings=OpenMMEngineSettings(), solvent_engine_settings=OpenMMEngineSettings(), integrator_settings=IntegratorSettings(), - solvent_simulation_settings=SimulationSettings( + solvent_simulation_settings=MultiStateSimulationSettings( + n_replicas=14, equilibration_length=1.0 * unit.nanosecond, production_length=10.0 * unit.nanosecond, ), @@ -430,7 +428,8 @@ def _default_settings(cls): output_filename='solvent.nc', checkpoint_storage_filename='solvent_checkpoint.nc', ), - vacuum_simulation_settings=SimulationSettings( + vacuum_simulation_settings=MultiStateSimulationSettings( + n_replicas=14, equilibration_length=0.5 * unit.nanosecond, production_length=2.0 * unit.nanosecond, ), @@ -535,15 +534,17 @@ def _validate_alchemical_components( @staticmethod def _validate_lambda_schedule( lambda_settings: LambdaSettings, - alchemsampler_settings: AlchemicalSamplerSettings, + simulation_settings: MultiStateSimulationSettings, ) -> None: """ Checks that the lambda schedule is set up correctly. Parameters ---------- - settings : AbsoluteSolvationSettings - Settings object. + lambda_settings : LambdaSettings + the lambda schedule Settings + simulation_settings : MultiStateSimulationSettings + the settings for either the vacuum or solvent phase Raises ------ @@ -558,7 +559,7 @@ def _validate_lambda_schedule( lambda_elec = lambda_settings.lambda_elec lambda_vdw = lambda_settings.lambda_vdw lambda_restraints = lambda_settings.lambda_restraints - n_replicas = alchemsampler_settings.n_replicas + n_replicas = simulation_settings.n_replicas # Ensure that all lambda components have equal amount of windows lambda_components = [lambda_vdw, lambda_elec] @@ -601,7 +602,7 @@ def _create( self, stateA: ChemicalSystem, stateB: ChemicalSystem, - mapping: Optional[Dict[str, gufe.ComponentMapping]] = None, + mapping: Optional[dict[str, gufe.ComponentMapping]] = None, extends: Optional[gufe.ProtocolDAGResult] = None, ) -> list[gufe.ProtocolUnit]: # TODO: extensions @@ -617,11 +618,13 @@ def _create( # Validate the lambda schedule self._validate_lambda_schedule(self.settings.lambda_settings, - self.settings.alchemsampler_settings) + self.settings.solvent_simulation_settings) + self._validate_lambda_schedule(self.settings.lambda_settings, + self.settings.vacuum_simulation_settings) # Check nonbond & solvent compatibility - solv_nonbonded_method = self.settings.solvent_system_settings.nonbonded_method - vac_nonbonded_method = self.settings.vacuum_system_settings.nonbonded_method + solv_nonbonded_method = self.settings.solvent_forcefield_settings.nonbonded_method + vac_nonbonded_method = self.settings.vacuum_forcefield_settings.nonbonded_method # Use the more complete system validation solvent checks system_validation.validate_solvent(stateA, solv_nonbonded_method) # Gas phase is always gas phase @@ -736,11 +739,9 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: A dictionary with the following entries: * forcefield_settings : OpenMMSystemGeneratorFFSettings * thermo_settings : ThermoSettings - * system_settings : SystemSettings * solvation_settings : SolvationSettings * alchemical_settings : AlchemicalSettings * lambda_settings : LambdaSettings - * sampler_settings : AlchemicalSamplerSettings * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings * simulation_settings : SimulationSettings @@ -749,13 +750,11 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: prot_settings = self._inputs['settings'] settings = {} - settings['forcefield_settings'] = prot_settings.forcefield_settings + settings['forcefield_settings'] = prot_settings.vacuum_forcefield_settings settings['thermo_settings'] = prot_settings.thermo_settings - settings['system_settings'] = prot_settings.vacuum_system_settings settings['solvation_settings'] = prot_settings.solvation_settings settings['alchemical_settings'] = prot_settings.alchemical_settings settings['lambda_settings'] = prot_settings.lambda_settings - settings['sampler_settings'] = prot_settings.alchemsampler_settings settings['engine_settings'] = prot_settings.vacuum_engine_settings settings['integrator_settings'] = prot_settings.integrator_settings settings['simulation_settings'] = prot_settings.vacuum_simulation_settings @@ -828,7 +827,6 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: * solvation_settings : SolvationSettings * alchemical_settings : AlchemicalSettings * lambda_settings : LambdaSettings - * sampler_settings : AlchemicalSamplerSettings * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings * simulation_settings : SimulationSettings @@ -837,13 +835,11 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: prot_settings = self._inputs['settings'] settings = {} - settings['forcefield_settings'] = prot_settings.forcefield_settings + settings['forcefield_settings'] = prot_settings.solvent_forcefield_settings settings['thermo_settings'] = prot_settings.thermo_settings - settings['system_settings'] = prot_settings.solvent_system_settings settings['solvation_settings'] = prot_settings.solvation_settings settings['alchemical_settings'] = prot_settings.alchemical_settings settings['lambda_settings'] = prot_settings.lambda_settings - settings['sampler_settings'] = prot_settings.alchemsampler_settings settings['engine_settings'] = prot_settings.solvent_engine_settings settings['integrator_settings'] = prot_settings.integrator_settings settings['simulation_settings'] = prot_settings.solvent_simulation_settings diff --git a/openfe/protocols/openmm_md/plain_md_methods.py b/openfe/protocols/openmm_md/plain_md_methods.py index 0b319c7b8..988c22008 100644 --- a/openfe/protocols/openmm_md/plain_md_methods.py +++ b/openfe/protocols/openmm_md/plain_md_methods.py @@ -33,9 +33,9 @@ ProteinComponent, SolventComponent ) from openfe.protocols.openmm_md.plain_md_settings import ( - PlainMDProtocolSettings, SystemSettings, + PlainMDProtocolSettings, SolvationSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettingsMD, OutputSettingsMD, + IntegratorSettings, MDSimulationSettings, MDOutputSettings, ) from openff.toolkit.topology import Molecule as OFFMolecule @@ -121,16 +121,15 @@ def _default_settings(cls): temperature=298.15 * unit.kelvin, pressure=1 * unit.bar, ), - system_settings=SystemSettings(), solvation_settings=SolvationSettings(), engine_settings=OpenMMEngineSettings(), integrator_settings=IntegratorSettings(), - simulation_settings=SimulationSettingsMD( + simulation_settings=MDSimulationSettings( equilibration_length_nvt=0.1 * unit.nanosecond, equilibration_length=1.0 * unit.nanosecond, production_length=5.0 * unit.nanosecond, ), - output_settings=OutputSettingsMD(), + output_settings=MDOutputSettings(), protocol_repeats=1, ) @@ -146,7 +145,7 @@ def _create( raise NotImplementedError("Can't extend simulations yet") # Validate solvent component - nonbond = self.settings.system_settings.nonbonded_method + nonbond = self.settings.forcefield_settings.nonbonded_method system_validation.validate_solvent(stateA, nonbond) # Validate protein component @@ -246,8 +245,8 @@ def __init__(self, *, @staticmethod def _run_MD(simulation: openmm.app.Simulation, positions: omm_unit.Quantity, - simulation_settings: SimulationSettingsMD, - output_settings: OutputSettingsMD, + simulation_settings: MDSimulationSettings, + output_settings: MDOutputSettings, temperature: settings.ThermoSettings.temperature, barostat_frequency: IntegratorSettings.barostat_frequency, equil_steps_nvt: int, @@ -466,11 +465,10 @@ def run(self, *, dry=False, verbose=True, protocol_settings.forcefield_settings thermo_settings: settings.ThermoSettings = \ protocol_settings.thermo_settings - system_settings: SystemSettings = protocol_settings.system_settings solvation_settings: SolvationSettings = \ protocol_settings.solvation_settings - sim_settings: SimulationSettingsMD = protocol_settings.simulation_settings - output_settings: OutputSettingsMD = protocol_settings.output_settings + sim_settings: MDSimulationSettings = protocol_settings.simulation_settings + output_settings: MDOutputSettings = protocol_settings.output_settings timestep = protocol_settings.integrator_settings.timestep integrator_settings = protocol_settings.integrator_settings @@ -505,8 +503,6 @@ def run(self, *, dry=False, verbose=True, forcefield_settings=forcefield_settings, integrator_settings=integrator_settings, thermo_settings=thermo_settings, - integrator_settings=integrator_settings, - system_settings=system_settings, cache=ffcache, has_solvent=solvent_comp is not None, ) diff --git a/openfe/protocols/openmm_md/plain_md_settings.py b/openfe/protocols/openmm_md/plain_md_settings.py index bd6d40b77..8e9cd3612 100644 --- a/openfe/protocols/openmm_md/plain_md_settings.py +++ b/openfe/protocols/openmm_md/plain_md_settings.py @@ -8,9 +8,9 @@ """ from openfe.protocols.openmm_utils.omm_settings import ( - Settings, SystemSettings, - SolvationSettings, OpenMMEngineSettings, SimulationSettingsMD, - IntegratorSettings, OutputSettingsMD, + Settings, + SolvationSettings, OpenMMEngineSettings, MDSimulationSettings, + IntegratorSettings, MDOutputSettings, ) from gufe.settings import SettingsBaseModel try: @@ -19,7 +19,6 @@ from pydantic import validator # type: ignore[assignment] - class PlainMDProtocolSettings(Settings): class Config: arbitrary_types_allowed = True @@ -37,7 +36,6 @@ def must_be_positive(cls, v): return v # Things for creating the systems - system_settings: SystemSettings solvation_settings: SolvationSettings # MD Engine things @@ -47,7 +45,7 @@ def must_be_positive(cls, v): integrator_settings: IntegratorSettings # Simulation run settings - simulation_settings: SimulationSettingsMD + simulation_settings: MDSimulationSettings - #Simulations output settings - output_settings: OutputSettingsMD + # Simulations output settings + output_settings: MDOutputSettings diff --git a/openfe/protocols/openmm_rfe/_rfe_utils/lambdaprotocol.py b/openfe/protocols/openmm_rfe/_rfe_utils/lambdaprotocol.py index 71ba31285..a8e764dd2 100644 --- a/openfe/protocols/openmm_rfe/_rfe_utils/lambdaprotocol.py +++ b/openfe/protocols/openmm_rfe/_rfe_utils/lambdaprotocol.py @@ -9,7 +9,7 @@ class LambdaProtocol(object): - """Protocols for perturbing each of the compent energy terms in alchemical + """Protocols for perturbing each of the component energy terms in alchemical free energy simulations. TODO diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 9ffcd03a9..6444a632a 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -52,10 +52,10 @@ ) from .equil_rfe_settings import ( - RelativeHybridTopologyProtocolSettings, SystemSettings, + RelativeHybridTopologyProtocolSettings, SolvationSettings, AlchemicalSettings, LambdaSettings, - AlchemicalSamplerSettings, OpenMMEngineSettings, - IntegratorSettings, SimulationSettings, OutputSettings, + MultiStateSimulationSettings, OpenMMEngineSettings, + IntegratorSettings, OutputSettings, ) from ..openmm_utils import ( system_validation, settings_validation, system_creation, @@ -454,17 +454,15 @@ def _default_settings(cls): temperature=298.15 * unit.kelvin, pressure=1 * unit.bar, ), - system_settings=SystemSettings(), solvation_settings=SolvationSettings(), alchemical_settings=AlchemicalSettings(softcore_LJ='gapsys'), lambda_settings=LambdaSettings(), - alchemical_sampler_settings=AlchemicalSamplerSettings(), - engine_settings=OpenMMEngineSettings(), - integrator_settings=IntegratorSettings(), - simulation_settings=SimulationSettings( + simulation_settings=MultiStateSimulationSettings( equilibration_length=1.0 * unit.nanosecond, production_length=5.0 * unit.nanosecond, ), + engine_settings=OpenMMEngineSettings(), + integrator_settings=IntegratorSettings(), output_settings=OutputSettings(), ) @@ -489,7 +487,7 @@ def _create( ligandmapping = list(mapping.values())[0] # type: ignore # Validate solvent component - nonbond = self.settings.system_settings.nonbonded_method + nonbond = self.settings.forcefield_settings.nonbonded_method system_validation.validate_solvent(stateA, nonbond) # Validate protein component @@ -629,12 +627,9 @@ def run(self, *, dry=False, verbose=True, forcefield_settings: settings.OpenMMSystemGeneratorFFSettings = protocol_settings.forcefield_settings thermo_settings: settings.ThermoSettings = protocol_settings.thermo_settings alchem_settings: AlchemicalSettings = protocol_settings.alchemical_settings - alchem_sampler_settings: AlchemicalSamplerSettings = protocol_settings.alchemical_sampler_settings lambda_settings: LambdaSettings = protocol_settings.lambda_settings - system_settings: SystemSettings = protocol_settings.system_settings solvation_settings: SolvationSettings = protocol_settings.solvation_settings - sampler_settings: AlchemicalSamplerSettings = protocol_settings.alchemical_sampler_settings - sim_settings: SimulationSettings = protocol_settings.simulation_settings + sampler_settings: MultiStateSimulationSettings = protocol_settings.simulation_settings output_settings: OutputSettings = protocol_settings.output_settings integrator_settings: IntegratorSettings = protocol_settings.integrator_settings @@ -643,15 +638,22 @@ def run(self, *, dry=False, verbose=True, forcefield_settings.hydrogen_mass, integrator_settings.timestep ) + # TODO: Also validate various conversions? + # Convert various time based inputs to steps/iterations + steps_per_iteration = settings_validation.convert_steps_per_iteration( + simulation_settings=sampler_settings, + integrator_settings=integrator_settings, + ) + equil_steps = settings_validation.get_simsteps( - sim_length=sim_settings.equilibration_length, + sim_length=sampler_settings.equilibration_length, timestep=integrator_settings.timestep, - mc_steps=integrator_settings.n_steps.m, + mc_steps=steps_per_iteration, ) prod_steps = settings_validation.get_simsteps( - sim_length=sim_settings.production_length, + sim_length=sampler_settings.production_length, timestep=integrator_settings.timestep, - mc_steps=integrator_settings.n_steps.m, + mc_steps=steps_per_iteration, ) solvent_comp, protein_comp, small_mols = system_validation.get_components(stateA) @@ -660,7 +662,7 @@ def run(self, *, dry=False, verbose=True, # and check if the charge correction used is appropriate charge_difference = _get_alchemical_charge_difference( mapping, - system_settings.nonbonded_method, + forcefield_settings.nonbonded_method, alchem_settings.explicit_charge_correction, solvent_comp, ) @@ -676,8 +678,6 @@ def run(self, *, dry=False, verbose=True, forcefield_settings=forcefield_settings, integrator_settings=integrator_settings, thermo_settings=thermo_settings, - integrator_settings=integrator_settings, - system_settings=system_settings, cache=ffcache, has_solvent=solvent_comp is not None, ) @@ -827,12 +827,16 @@ def run(self, *, dry=False, verbose=True, ) # a. Create the multistate reporter + # convert checkpoint_interval from time to steps + checkpoint_fs = output_settings.checkpoint_interval.to(unit.femtosecond).m + ts_fs = integrator_settings.timestep.to(unit.femtosecond).m + checkpoint_int = int(round(checkpoint_fs / ts_fs)) nc = shared_basepath / output_settings.output_filename chk = output_settings.checkpoint_storage_filename reporter = multistate.MultiStateReporter( storage=nc, analysis_particle_indices=selection_indices, - checkpoint_interval=output_settings.checkpoint_interval.m, + checkpoint_interval=checkpoint_int, checkpoint_storage=chk, ) @@ -871,7 +875,7 @@ def run(self, *, dry=False, verbose=True, integrator = openmmtools.mcmc.LangevinDynamicsMove( timestep=to_openmm(integrator_settings.timestep), collision_rate=to_openmm(integrator_settings.langevin_collision_rate), - n_steps=alchem_sampler_settings.steps_per_iteration.m, + n_steps=steps_per_iteration, reassign_velocities=integrator_settings.reassign_velocities, n_restart_attempts=integrator_settings.n_restart_attempts, constraint_tolerance=integrator_settings.constraint_tolerance, @@ -879,26 +883,28 @@ def run(self, *, dry=False, verbose=True, # 12. Create sampler self.logger.info("Creating and setting up the sampler") + rta_its, rta_min_its = settings_validation.convert_real_time_analysis_iterations( + simulation_settings=sampler_settings, + ) # convert early_termination_target_error from kcal/mol to kT - temp = thermo_settings.temperature - kB = 0.001987204 * unit.kilocalorie_per_mole / unit.kelvin - kT = temp * kB - early_termination_target_error = kT / sampler_settings.early_termination_target_error + early_termination_target_error = settings_validation.convert_target_error( + thermo_settings=thermo_settings, simulation_settings=sampler_settings + ) if sampler_settings.sampler_method.lower() == "repex": sampler = _rfe_utils.multistate.HybridRepexSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, - online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_interval=rta_its, online_analysis_target_error=early_termination_target_error, - online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations + online_analysis_minimum_iterations=rta_min_its, ) elif sampler_settings.sampler_method.lower() == "sams": sampler = _rfe_utils.multistate.HybridSAMSSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, - online_analysis_interval=sampler_settings.real_time_analysis_interval, - online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations, + online_analysis_interval=rta_its, + online_analysis_minimum_iterations=rta_min_its, flatness_criteria=sampler_settings.sams_flatness_criteria, gamma0=sampler_settings.sams_gamma0, ) @@ -906,9 +912,9 @@ def run(self, *, dry=False, verbose=True, sampler = _rfe_utils.multistate.HybridMultiStateSampler( mcmc_moves=integrator, hybrid_factory=hybrid_factory, - online_analysis_interval=sampler_settings.real_time_analysis_interval, + online_analysis_interval=rta_its, online_analysis_target_error=early_termination_target_error, - online_analysis_minimum_iterations=sampler_settings.real_time_analysis_minimum_iterations + online_analysis_minimum_iterations=rta_min_its, ) else: @@ -941,7 +947,7 @@ def run(self, *, dry=False, verbose=True, if verbose: self.logger.info("Running minimization") - sampler.minimize(max_iterations=sim_settings.minimization_steps) + sampler.minimize(max_iterations=sampler_settings.minimization_steps) # equilibrate if verbose: diff --git a/openfe/protocols/openmm_rfe/equil_rfe_settings.py b/openfe/protocols/openmm_rfe/equil_rfe_settings.py index 384a8ca3d..c4d0b11e8 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_settings.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_settings.py @@ -11,7 +11,6 @@ from typing import Optional, Literal from openff.units import unit from openff.models.types import FloatQuantity -import os from gufe.settings import ( Settings, @@ -20,8 +19,8 @@ ThermoSettings, ) from openfe.protocols.openmm_utils.omm_settings import ( - SystemSettings, SolvationSettings, AlchemicalSamplerSettings, - OpenMMEngineSettings, IntegratorSettings, SimulationSettings, + SolvationSettings, MultiStateSimulationSettings, + OpenMMEngineSettings, IntegratorSettings, OutputSettings, ) @@ -107,9 +106,6 @@ class Config: class RelativeHybridTopologyProtocolSettings(Settings): - class Config: - arbitrary_types_allowed = True - protocol_repeats: int """ The number of completely independent repeats of the entire sampling @@ -132,8 +128,6 @@ def must_be_positive(cls, v): """Settings for thermodynamic parameters.""" # Things for creating the systems - system_settings: SystemSettings - """Simulation system settings including the long-range non-bonded method.""" solvation_settings: SolvationSettings """Settings for solvating the system.""" @@ -146,7 +140,7 @@ def must_be_positive(cls, v): """ Alchemical protocol settings including soft core scaling. """ - alchemical_sampler_settings: AlchemicalSamplerSettings + simulation_settings: MultiStateSimulationSettings """ Settings for alchemical sampler. """ @@ -159,11 +153,6 @@ def must_be_positive(cls, v): integrator_settings: IntegratorSettings """Settings for the integrator such as timestep and barostat settings.""" - # Simulation run settings - simulation_settings: SimulationSettings - """ - Simulation control settings, including simulation lengths. - """ output_settings: OutputSettings """ Simulation output control settings. diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 853f9512c..8358f84dd 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -28,42 +28,6 @@ from pydantic import validator # type: ignore[assignment] -# class SystemSettings(SettingsBaseModel): -# """Settings describing the simulation system settings.""" -# -# class Config: -# arbitrary_types_allowed = True -# -# nonbonded_method = 'PME' -# """ -# Method for treating nonbonded interactions, currently only PME and -# NoCutoff are allowed. Default PME. -# """ -# nonbonded_cutoff: FloatQuantity['nanometer'] = 1.0 * unit.nanometer -# """ -# Cutoff value for short range nonbonded interactions. -# Default 1.0 * unit.nanometer. -# """ -# -# @validator('nonbonded_method') -# def allowed_nonbonded(cls, v): -# if v.lower() not in ['pme', 'nocutoff']: -# errmsg = ("Only PME and NoCutoff are allowed nonbonded_methods") -# raise ValueError(errmsg) -# return v -# -# @validator('nonbonded_cutoff') -# def is_positive_distance(cls, v): -# # these are time units, not simulation steps -# if not v.is_compatible_with(unit.nanometer): -# raise ValueError("nonbonded_cutoff must be in distance units " -# "(i.e. nanometers)") -# if v < 0: -# errmsg = "nonbonded_cutoff must be a positive value" -# raise ValueError(errmsg) -# return v - - class SolvationSettings(SettingsBaseModel): """Settings for solvating the system @@ -338,8 +302,7 @@ class Config: Selection string for which part of the system to write coordinates for. Default 'not water'. """ - checkpoint_interval = FloatQuantity['picosecond'] = 1 * unit.picosecond - # todo: convert back to unit.timestep in protocol + checkpoint_interval: FloatQuantity['picosecond'] = 1 * unit.picosecond """ Frequency to write the checkpoint file. Default 1 * unit.picosecond. """ @@ -434,13 +397,11 @@ class Config: Default `repex`. """ time_per_iteration: FloatQuantity['picosecond'] = 1 * unit.picosecond - # TODO: convert back in protocol # todo: Add validators in the protocol """ Simulation time between each MCMC move attempt. Default 1 * unit.picosecond. """ real_time_analysis_interval: Optional[FloatQuantity['picosecond']] = 250 * unit.picosecond - # TODO: convert back in protocol # todo: Add validators in the protocol """ Time interval at which to perform an analysis of the free energies. @@ -471,8 +432,7 @@ class Config: shown to be effective in both hydration and binding free energy benchmarks. Default ``None``, i.e. no early termination will occur. """ - real_time_analysis_minimum_time = FloatQuantity['picosecond'] = 500 * unit.picosecond - # todo: convert back to unit.timestep in protocol + real_time_analysis_minimum_time: FloatQuantity['picosecond'] = 500 * unit.picosecond # todo: Add validators in the protocol """ Simulation time which must pass before real time analysis is @@ -513,7 +473,7 @@ def supported_sampler(cls, v): raise ValueError(errmsg) return v - @validator('n_replicas', 'steps_per_iteration') + @validator('n_replicas', 'time_per_iteration') def must_be_positive(cls, v): if v <= 0: errmsg = "n_replicas and steps_per_iteration must be positive " \ @@ -522,7 +482,7 @@ def must_be_positive(cls, v): return v @validator('early_termination_target_error', - 'real_time_analysis_minimum_iterations', 'sams_gamma0', + 'real_time_analysis_minimum_time', 'sams_gamma0', 'n_replicas') def must_be_zero_or_positive(cls, v): if v < 0: diff --git a/openfe/protocols/openmm_utils/settings_validation.py b/openfe/protocols/openmm_utils/settings_validation.py index 976bc4963..3d1ecf262 100644 --- a/openfe/protocols/openmm_utils/settings_validation.py +++ b/openfe/protocols/openmm_utils/settings_validation.py @@ -71,3 +71,95 @@ def get_simsteps(sim_length: unit.Quantity, raise ValueError(errmsg) return sim_steps + + +def convert_steps_per_iteration( + simulation_settings, + integrator_settings, +): + """Convert time per iteration to steps + + Parameters + ---------- + simulation_settings: MultiStateSimulationSettings + integrator_settings: IntegratorSettings + + Returns + ------- + steps_per_iteration : int + suitable for input to Integrator + """ + # TODO: Check this is correct + tpi_fs = simulation_settings.time_per_iteration.to(unit.femtosecond).m + ts_fs = integrator_settings.timestep.to(unit.femtosecond).m + steps_per_iteration = int(round(tpi_fs / ts_fs)) + + return steps_per_iteration + + +def convert_real_time_analysis_iterations( + simulation_settings, +): + """Convert time units in Settings to various other units + + Interally openmmtools uses various quantities with units of time, + steps, and iterations. + + Our Settings objects instead have things defined in time (fs or ps). + + This function generates suitable inputs for the openmmtools objects + + Parameters + ---------- + simulation_settings: MultiStateSimulationSettings + + Returns + ------- + real_time_analysis_iterations : int + suitable for input to online_analysis_interval + real_time_analysis_minimum_iterations : int + suitable for input to real_time_analysis_minimum_iterations + """ + # TODO: Check this is correct + tpi_fs = simulation_settings.time_per_iteration.to(unit.femtosecond).m + + # convert real_time_analysis time to interval + # rta_its must be number of MCMC iterations + # i.e. rta_fs / tpi_fs -> number of iterations + rta_fs = simulation_settings.real_time_analysis_interval.to(unit.femtosecond).m + rta_its = round(int(rta_fs / tpi_fs)) + + # convert RTA_minimum_time to iterations + rta_min_fs = simulation_settings.real_time_analysis_minimum_time.to(unit.femtosecond).m + rta_min_its = round(int(rta_min_fs / tpi_fs)) + + return rta_its, rta_min_its + + +def convert_target_error( + thermo_settings, + simulation_settings, +): + """Convert kcal/mol target error to kT units + + Parameters + ---------- + thermo_settings: ThermoSettings + simulation_settings: MultiStateSimulationSettings + + Returns + ------- + early_termination_target_error : float + in units of kT, suitable for input as "online_analysis_target_error" in a + Sampler + """ + temp = thermo_settings.temperature + if simulation_settings.early_termination_target_error: + # TODO: Check conversions here + kB = 0.001987204 * unit.kilocalorie_per_mole / unit.kelvin + kT = temp * kB + early_termination_target_error = kT / simulation_settings.early_termination_target_error + else: + early_termination_target_error = 0.0 + + return early_termination_target_error diff --git a/openfe/protocols/openmm_utils/system_creation.py b/openfe/protocols/openmm_utils/system_creation.py index 10b480689..d897dc522 100644 --- a/openfe/protocols/openmm_utils/system_creation.py +++ b/openfe/protocols/openmm_utils/system_creation.py @@ -18,7 +18,7 @@ Component, ProteinComponent, SolventComponent, SmallMoleculeComponent ) from ..openmm_rfe.equil_rfe_settings import ( - SystemSettings, SimulationSettings, SolvationSettings, IntegratorSettings, + SolvationSettings, IntegratorSettings, ) @@ -26,7 +26,6 @@ def get_system_generator( forcefield_settings: OpenMMSystemGeneratorFFSettings, thermo_settings: ThermoSettings, integrator_settings: IntegratorSettings, - system_settings: SystemSettings, cache: Optional[Path], has_solvent: bool, ) -> SystemGenerator: @@ -46,9 +45,6 @@ def get_system_generator( for defining the ensemble conditions. integrator_settings : IntegratorSettings Integrator settings, including barostat control variables. - system_settings : SystemSettings - System settings including all necessary information for - the nonbonded methods. cache : Optional[pathlib.Path] Path to openff force field cache. has_solvent : bool @@ -88,10 +84,11 @@ def get_system_generator( 'cutoffnonperiodic': app.CutoffNonPeriodic, 'cutoffperiodic': app.CutoffPeriodic, 'ewald': app.Ewald - }[system_settings.nonbonded_method.lower()] + }[forcefield_settings.nonbonded_method.lower()] - nonbonded_cutoff = to_openmm( - system_settings.nonbonded_cutoff + nonbonded_cutoff = ensure_quantity( + forcefield_settings.nonbonded_cutoff, # type: ignore + 'openmm', ) # create the periodic_kwarg entry diff --git a/openfe/setup/alchemical_network_planner/relative_alchemical_network_planner.py b/openfe/setup/alchemical_network_planner/relative_alchemical_network_planner.py index 4299de44e..cda2cb720 100644 --- a/openfe/setup/alchemical_network_planner/relative_alchemical_network_planner.py +++ b/openfe/setup/alchemical_network_planner/relative_alchemical_network_planner.py @@ -209,7 +209,7 @@ def _build_transformation( # Todo: Another dirty hack! - START protocol_settings = transformation_protocol.settings.unfrozen_copy() if "vacuum" in transformation_name: - protocol_settings.system_settings.nonbonded_method = "nocutoff" + protocol_settings.forcefield_settings.nonbonded_method = "nocutoff" transformation_protocol = transformation_protocol.__class__( settings=protocol_settings diff --git a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py index 8a49473a4..a81c350b3 100644 --- a/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py +++ b/openfe/tests/protocols/test_openmm_afe_solvation_protocol.py @@ -70,11 +70,17 @@ def test_validate_lambda_schedule_naked_charge(val, default_settings): default_settings.lambda_settings.lambda_elec = val['elec'] default_settings.lambda_settings.lambda_vdw = val['vdw'] default_settings.lambda_settings.lambda_restraints = val['restraints'] - default_settings.alchemsampler_settings.n_replicas = 2 + default_settings.vacuum_simulation_settings.n_replicas = 2 + default_settings.solvent_simulation_settings.n_replicas = 2 with pytest.raises(ValueError, match=errmsg): AbsoluteSolvationProtocol._validate_lambda_schedule( default_settings.lambda_settings, - default_settings.alchemsampler_settings, + default_settings.vacuum_simulation_settings, + ) + with pytest.raises(ValueError, match=errmsg): + AbsoluteSolvationProtocol._validate_lambda_schedule( + default_settings.lambda_settings, + default_settings.solvent_simulation_settings, ) @@ -86,13 +92,13 @@ def test_validate_lambda_schedule_nreplicas(val, default_settings): default_settings.lambda_settings.lambda_vdw = val['vdw'] default_settings.lambda_settings.lambda_restraints = val['restraints'] n_replicas = 3 - default_settings.alchemsampler_settings.n_replicas = n_replicas + default_settings.vacuum_simulation_settings.n_replicas = n_replicas errmsg = (f"Number of replicas {n_replicas} does not equal the" f" number of lambda windows {len(val['vdw'])}") with pytest.raises(ValueError, match=errmsg): AbsoluteSolvationProtocol._validate_lambda_schedule( default_settings.lambda_settings, - default_settings.alchemsampler_settings, + default_settings.vacuum_simulation_settings, ) @@ -104,7 +110,7 @@ def test_validate_lambda_schedule_nwindows(val, default_settings): default_settings.lambda_settings.lambda_vdw = val['vdw'] default_settings.lambda_settings.lambda_restraints = val['restraints'] n_replicas = 3 - default_settings.alchemsampler_settings.n_replicas = n_replicas + default_settings.vacuum_simulation_settings.n_replicas = n_replicas errmsg = ( "Components elec and vdw must have equal amount" f" of lambda windows. Got {len(val['elec'])} elec lambda" @@ -112,7 +118,7 @@ def test_validate_lambda_schedule_nwindows(val, default_settings): with pytest.raises(ValueError, match=errmsg): AbsoluteSolvationProtocol._validate_lambda_schedule( default_settings.lambda_settings, - default_settings.alchemsampler_settings, + default_settings.vacuum_simulation_settings, ) @@ -126,11 +132,11 @@ def test_validate_lambda_schedule_nonzero_restraints(val, default_settings): default_settings.lambda_settings.lambda_elec = val['elec'] default_settings.lambda_settings.lambda_vdw = val['vdw'] default_settings.lambda_settings.lambda_restraints = val['restraints'] - default_settings.alchemsampler_settings.n_replicas = 2 + default_settings.vacuum_simulation_settings.n_replicas = 2 with pytest.warns(UserWarning, match=wmsg): AbsoluteSolvationProtocol._validate_lambda_schedule( default_settings.lambda_settings, - default_settings.alchemsampler_settings, + default_settings.vacuum_simulation_settings, ) @@ -262,7 +268,7 @@ def test_validate_alchem_nonsmc(benzene_modifications): def test_vac_bad_nonbonded(benzene_modifications): settings = openmm_afe.AbsoluteSolvationProtocol.default_settings() - settings.vacuum_system_settings.nonbonded_method = 'pme' + settings.vacuum_forcefield_settings.nonbonded_method = 'pme' protocol = openmm_afe.AbsoluteSolvationProtocol(settings=settings) stateA = ChemicalSystem({ @@ -285,7 +291,7 @@ def test_dry_run_vac_benzene(benzene_modifications, method, tmpdir): s = openmm_afe.AbsoluteSolvationProtocol.default_settings() s.protocol_repeats = 1 - s.alchemsampler_settings.sampler_method = method + s.vacuum_simulation_settings.sampler_method = method protocol = openmm_afe.AbsoluteSolvationProtocol( settings=s, @@ -408,7 +414,12 @@ def test_dry_run_solv_benzene(benzene_modifications, tmpdir): def test_dry_run_solv_benzene_tip4p(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() s.protocol_repeats = 1 - s.forcefield_settings.forcefields = [ + s.vacuum_forcefield_settings.forcefields = [ + "amber/ff14SB.xml", # ff14SB protein force field + "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS + "amber/phosaa10.xml", # Handles THE TPO + ] + s.solvent_forcefield_settings.forcefields = [ "amber/ff14SB.xml", # ff14SB protein force field "amber/tip4pew_standard.xml", # FF we are testsing with the fun VS "amber/phosaa10.xml", # Handles THE TPO @@ -535,7 +546,8 @@ def assign_fictitious_charges(offmol): def test_high_timestep(benzene_modifications, tmpdir): s = AbsoluteSolvationProtocol.default_settings() s.protocol_repeats = 1 - s.forcefield_settings.hydrogen_mass = 1.0 + s.solvent_forcefield_settings.hydrogen_mass = 1.0 + s.vacuum_forcefield_settings.hydrogen_mass = 1.0 protocol = AbsoluteSolvationProtocol( settings=s, diff --git a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py index ebe3eccf5..869672efe 100644 --- a/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py +++ b/openfe/tests/protocols/test_openmm_equil_rfe_protocols.py @@ -181,8 +181,8 @@ def test_dry_run_default_vacuum(benzene_vacuum_system, toluene_vacuum_system, benzene_to_toluene_mapping, method, tmpdir): vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' - vac_settings.alchemical_sampler_settings.sampler_method = method + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' + vac_settings.simulation_settings.sampler_method = method vac_settings.protocol_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -226,7 +226,7 @@ def test_dry_run_default_vacuum(benzene_vacuum_system, toluene_vacuum_system, def test_dry_run_gaff_vacuum(benzene_vacuum_system, toluene_vacuum_system, benzene_to_toluene_mapping, tmpdir): vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' vac_settings.forcefield_settings.small_molecule_forcefield = 'gaff-2.11' protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -348,7 +348,7 @@ def test_dry_core_element_change(tmpdir): ) settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - settings.system_settings.nonbonded_method = 'nocutoff' + settings.forcefield_settings.nonbonded_method = 'nocutoff' protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=settings, @@ -383,7 +383,7 @@ def test_dry_run_ligand(benzene_system, toluene_system, benzene_to_toluene_mapping, method, tmpdir): # this might be a bit time consuming settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - settings.alchemical_sampler_settings.sampler_method = method + settings.simulation_settings.sampler_method = method settings.protocol_repeats = 1 settings.output_settings.output_indices = 'resname UNK' @@ -446,7 +446,7 @@ def tip4p_hybrid_factory( "amber/phosaa10.xml", # Handles THE TPO ] settings.solvation_settings.solvent_padding = 1.0 * unit.nanometer - settings.system_settings.nonbonded_cutoff = 0.9 * unit.nanometer + settings.forcefield_settings.nonbonded_cutoff = 0.9 * unit.nanometer settings.solvation_settings.solvent_model = 'tip4pew' settings.integrator_settings.reassign_velocities = True @@ -594,7 +594,7 @@ def test_dry_run_user_charges(benzene_modifications, tmpdir): hybrid topology. """ vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' vac_settings.protocol_repeats = 1 protocol = openmm_rfe.RelativeHybridTopologyProtocol( @@ -727,7 +727,7 @@ def test_virtual_sites_no_reassign(benzene_system, toluene_system, "amber/phosaa10.xml", # Handles THE TPO ] settings.solvation_settings.solvent_padding = 1.0 * unit.nanometer - settings.system_settings.nonbonded_cutoff = 0.9 * unit.nanometer + settings.forcefield_settings.nonbonded_cutoff = 0.9 * unit.nanometer settings.solvation_settings.solvent_model = 'tip4pew' settings.integrator_settings.reassign_velocities = False @@ -797,7 +797,7 @@ def test_hightimestep(benzene_vacuum_system, benzene_to_toluene_mapping, tmpdir): settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() settings.forcefield_settings.hydrogen_mass = 1.0 - settings.system_settings.nonbonded_method = 'nocutoff' + settings.forcefield_settings.nonbonded_method = 'nocutoff' p = openmm_rfe.RelativeHybridTopologyProtocol( settings=settings, @@ -823,8 +823,8 @@ def test_n_replicas_not_n_windows(benzene_vacuum_system, # equals the numbers of replicas used - TODO: remove limitation settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() # default lambda windows is 11 - settings.alchemical_sampler_settings.n_replicas = 13 - settings.system_settings.nonbonded_method = 'nocutoff' + settings.simulation_settings.n_replicas = 13 + settings.forcefield_settings.nonbonded_method = 'nocutoff' errmsg = ("Number of replicas 13 does not equal the number of " "lambda windows 11") @@ -1022,7 +1022,7 @@ def test_element_change_warning(atom_mapping_basic_test_files): def test_ligand_overlap_warning(benzene_vacuum_system, toluene_vacuum_system, benzene_to_toluene_mapping, tmpdir): vac_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' protocol = openmm_rfe.RelativeHybridTopologyProtocol( settings=vac_settings, @@ -1552,8 +1552,6 @@ def benzene_solvent_openmm_system(benzene_modifications): forcefield_settings=settings.forcefield_settings, integrator_settings=settings.integrator_settings, thermo_settings=settings.thermo_settings, - integrator_settings=settings.integrator_settings, - system_settings=settings.system_settings, cache=None, has_solvent=True, ) @@ -1595,8 +1593,6 @@ def benzene_tip4p_solvent_openmm_system(benzene_modifications): forcefield_settings=settings.forcefield_settings, integrator_settings=settings.integrator_settings, thermo_settings=settings.thermo_settings, - integrator_settings=settings.integrator_settings, - system_settings=settings.system_settings, cache=None, has_solvent=True, ) diff --git a/openfe/tests/protocols/test_openmm_plain_md_protocols.py b/openfe/tests/protocols/test_openmm_plain_md_protocols.py index df9eeb815..17af7d379 100644 --- a/openfe/tests/protocols/test_openmm_plain_md_protocols.py +++ b/openfe/tests/protocols/test_openmm_plain_md_protocols.py @@ -79,7 +79,7 @@ def test_create_independent_repeat_ids(benzene_system): def test_dry_run_default_vacuum(benzene_vacuum_system, tmpdir): vac_settings = PlainMDProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' protocol = PlainMDProtocol( settings=vac_settings, @@ -104,7 +104,7 @@ def test_dry_run_default_vacuum(benzene_vacuum_system, tmpdir): def test_dry_run_logger_output(benzene_vacuum_system, tmpdir, caplog): vac_settings = PlainMDProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' vac_settings.simulation_settings.equilibration_length_nvt = 1 * unit.picosecond vac_settings.simulation_settings.equilibration_length = 1 * unit.picosecond vac_settings.simulation_settings.production_length = 1 * unit.picosecond @@ -135,7 +135,7 @@ def test_dry_run_logger_output(benzene_vacuum_system, tmpdir, caplog): def test_dry_run_ffcache_none_vacuum(benzene_vacuum_system, tmpdir): vac_settings = PlainMDProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' vac_settings.output_settings.forcefield_cache = None protocol = PlainMDProtocol( @@ -157,7 +157,7 @@ def test_dry_run_ffcache_none_vacuum(benzene_vacuum_system, tmpdir): def test_dry_run_gaff_vacuum(benzene_vacuum_system, tmpdir): vac_settings = PlainMDProtocol.default_settings() - vac_settings.system_settings.nonbonded_method = 'nocutoff' + vac_settings.forcefield_settings.nonbonded_method = 'nocutoff' vac_settings.forcefield_settings.small_molecule_forcefield = 'gaff-2.11' protocol = PlainMDProtocol( @@ -278,7 +278,7 @@ def test_dry_run_ligand_tip4p(benzene_system, tmpdir): "amber/phosaa10.xml", # Handles THE TPO ] settings.solvation_settings.solvent_padding = 1.0 * unit.nanometer - settings.system_settings.nonbonded_cutoff = 0.9 * unit.nanometer + settings.forcefield_settings.nonbonded_cutoff = 0.9 * unit.nanometer settings.solvation_settings.solvent_model = 'tip4pew' settings.integrator_settings.reassign_velocities = True @@ -326,7 +326,7 @@ def test_dry_run_complex(benzene_complex_system, tmpdir): def test_hightimestep(benzene_vacuum_system, tmpdir): settings = PlainMDProtocol.default_settings() settings.forcefield_settings.hydrogen_mass = 1.0 - settings.system_settings.nonbonded_method = 'nocutoff' + settings.forcefield_settings.nonbonded_method = 'nocutoff' p = PlainMDProtocol( settings=settings, diff --git a/openfe/tests/protocols/test_openmm_settings.py b/openfe/tests/protocols/test_openmm_settings.py index 603d0aa0c..5c95e0e2d 100644 --- a/openfe/tests/protocols/test_openmm_settings.py +++ b/openfe/tests/protocols/test_openmm_settings.py @@ -12,7 +12,7 @@ class TestOMMSettingsFromStrings: # checks that we can set Settings fields via strings def test_system_settings(self): - s = omm_settings.SystemSettings() + s = omm_settings.OpenMMSystemGeneratorFFSettings() s.nonbonded_cutoff = '1.1 nm' @@ -59,7 +59,7 @@ def test_simulation_settings(self): class TestEquilRFESettingsFromString: def test_alchemical_settings(self): - s = equil_rfe_settings.AlchemicalSettings() + s = equil_rfe_settings.AlchemicalSettings(softcore_LJ='gapsys') s.explicit_charge_correction_cutoff = '0.85 nm' diff --git a/openfe/tests/protocols/test_openmmutils.py b/openfe/tests/protocols/test_openmmutils.py index ca0cb0875..7e265cb92 100644 --- a/openfe/tests/protocols/test_openmmutils.py +++ b/openfe/tests/protocols/test_openmmutils.py @@ -18,7 +18,7 @@ multistate_analysis ) from openfe.protocols.openmm_rfe.equil_rfe_settings import ( - SystemSettings, SolvationSettings, IntegratorSettings, + SolvationSettings, IntegratorSettings, ) @@ -165,16 +165,13 @@ def test_components_complex(T4_protein_component, benzene_modifications): @pytest.fixture(scope='module') def get_settings(): forcefield_settings = OpenMMSystemGeneratorFFSettings() - integrator_settings = IntegratorSettings + integrator_settings = IntegratorSettings() thermo_settings = ThermoSettings( temperature=298.15 * unit.kelvin, pressure=1 * unit.bar, ) - system_settings = SystemSettings() - integrator_settings = IntegratorSettings() - return (forcefield_settings, integrator_settings, thermo_settings, system_settings, - integrator_settings) + return forcefield_settings, integrator_settings, thermo_settings class TestFEAnalysis: @@ -269,22 +266,10 @@ def test_analyze_unknown_method_warning_and_error(self, reporter): class TestSystemCreation: - @staticmethod - def get_settings(): - forcefield_settings = OpenMMSystemGeneratorFFSettings() - integrator_settings = IntegratorSettings() - thermo_settings = ThermoSettings( - temperature=298.15 * unit.kelvin, - pressure=1 * unit.bar, - ) - system_settings = SystemSettings() - - return forcefield_settings, integrator_settings, thermo_settings, system_settings - def test_system_generator_nosolv_nocache(self, get_settings): - ffsets, intsets, thermosets, systemsets, intsets = get_settings + ffsets, intsets, thermosets = get_settings generator = system_creation.get_system_generator( - ffsets, intsets, thermosets, intsets, systemsets, None, False + ffsets, thermosets, intsets, None, False ) assert generator.barostat is None assert generator.template_generator._cache is None @@ -306,13 +291,13 @@ def test_system_generator_nosolv_nocache(self, get_settings): assert generator.periodic_forcefield_kwargs == periodic_kwargs def test_system_generator_solv_cache(self, get_settings): - ffsets, intsets, thermosets, systemsets, intsets = get_settings + ffsets, intsets, thermosets = get_settings thermosets.temperature = 320 * unit.kelvin thermosets.pressure = 1.25 * unit.bar intsets.barostat_frequency = 200 * unit.timestep generator = system_creation.get_system_generator( - ffsets, intsets, thermosets, intsets, systemsets, Path('./db.json'), True + ffsets, thermosets, intsets, Path('./db.json'), True ) # Check barostat conditions @@ -336,9 +321,9 @@ def test_system_generator_solv_cache(self, get_settings): def test_get_omm_modeller_complex(self, T4_protein_component, benzene_modifications, get_settings): - ffsets, intsets, thermosets, systemsets, intsets = get_settings + ffsets, intsets, thermosets = get_settings generator = system_creation.get_system_generator( - ffsets, intsets, thermosets, intsets, systemsets, None, True + ffsets, thermosets, intsets, None, True ) smc = benzene_modifications['toluene'] @@ -362,9 +347,9 @@ def test_get_omm_modeller_complex(self, T4_protein_component, np.linspace(165, len(resids)-1, len(resids)-165)) def test_get_omm_modeller_ligand_no_neutralize(self, get_settings): - ffsets, intsets, thermosets, systemsets, intsets = get_settings + ffsets, intsets, thermosets = get_settings generator = system_creation.get_system_generator( - ffsets, intsets, thermosets, intsets, systemsets, None, True + ffsets, thermosets, intsets, None, True ) offmol = OFFMol.from_smiles('[O-]C=O') diff --git a/openfe/tests/protocols/test_rfe_tokenization.py b/openfe/tests/protocols/test_rfe_tokenization.py index 928b5786d..044f3a56d 100644 --- a/openfe/tests/protocols/test_rfe_tokenization.py +++ b/openfe/tests/protocols/test_rfe_tokenization.py @@ -39,7 +39,7 @@ def instance(self): class TestRelativeHybridTopologyProtocol(GufeTokenizableTestsMixin): cls = openmm_rfe.RelativeHybridTopologyProtocol - key = "RelativeHybridTopologyProtocol-02ad30e0e0332ab6a8ce97bcdf3f287c" + key = "RelativeHybridTopologyProtocol-a7946099ab9756c22f3a79fe9082585a" repr = f"<{key}>" @pytest.fixture() diff --git a/openfe/tests/protocols/test_solvation_afe_tokenization.py b/openfe/tests/protocols/test_solvation_afe_tokenization.py index dfce2ae97..3f16948ed 100644 --- a/openfe/tests/protocols/test_solvation_afe_tokenization.py +++ b/openfe/tests/protocols/test_solvation_afe_tokenization.py @@ -49,7 +49,7 @@ def protocol_result(afe_solv_transformation_json): class TestAbsoluteSolvationProtocol(GufeTokenizableTestsMixin): cls = openmm_afe.AbsoluteSolvationProtocol - key = "AbsoluteSolvationProtocol-045abf8f41dbb14db338c2c8583da308" + key = "AbsoluteSolvationProtocol-9a18332b06a721da1b0fcaf5cc86dd25" repr = f"<{key}>" @pytest.fixture() From 55981bb2886cd41196bd09fd4821da483aa8dfb8 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 10:20:01 +0000 Subject: [PATCH 26/43] document dev scripts for generating jsons --- devtools/data/gen-serialized-results.py | 23 ++++++++++++++++++----- openfe/tests/protocols/conftest.py | 9 ++++++++- 2 files changed, 26 insertions(+), 6 deletions(-) diff --git a/devtools/data/gen-serialized-results.py b/devtools/data/gen-serialized-results.py index d11d57307..ca7ff2200 100644 --- a/devtools/data/gen-serialized-results.py +++ b/devtools/data/gen-serialized-results.py @@ -1,3 +1,14 @@ +""" +Dev script to generate some result jsons that are used for testing + +Generates +- AHFEProtocol_json_results.gz + - used in afe_solvation_json fixture +- RHFEProtocol_json_results.gz + - used in rfe_transformation_json fixture +- MDProtocol_json_results.gz + - used in md_json fixture +""" import gzip import json import logging @@ -60,7 +71,7 @@ def generate_md_json(smc): settings.simulation_settings.equilibration_length_nvt = 0.01 * unit.nanosecond settings.simulation_settings.equilibration_length = 0.01 * unit.nanosecond settings.simulation_settings.production_length = 0.01 * unit.nanosecond - settings.system_settings.nonbonded_method = "nocutoff" + settings.forcefield_settings.nonbonded_method = "nocutoff" protocol = PlainMDProtocol(settings=settings) system = openfe.ChemicalSystem({"ligand": smc}) dag = protocol.create(stateA=system, stateB=system, mapping=None) @@ -80,9 +91,11 @@ def generate_ahfe_json(smc): settings.lambda_settings.lambda_vdw = [0.0, 0.0, 0.0, 0.0, 0.0, 0.12, 0.24, 0.36, 0.48, 0.6, 0.7, 0.77, 0.85, 1.0] - settings.alchemsampler_settings.n_repeats = 3 - settings.alchemsampler_settings.n_replicas = 14 - settings.alchemsampler_settings.online_analysis_target_error = 0.2 * unit.boltzmann_constant * unit.kelvin + settings.protocol_repeats = 3 + settings.solvent_simulation_settings.n_replicas = 14 + settings.vacuum_simulation_settings.n_replicas = 14 + settings.solvent_simulation_settings.early_termination_target_error = 0.12 * unit.kilocalorie_per_mole + settings.vacuum_simulation_settings.early_termination_target_error = 0.12 * unit.kilocalorie_per_mole settings.vacuum_engine_settings.compute_platform = 'CPU' settings.solvent_engine_settings.compute_platform = 'CUDA' @@ -103,7 +116,7 @@ def generate_rfe_json(smcA, smcB): settings = RelativeHybridTopologyProtocol.default_settings() settings.simulation_settings.equilibration_length = 10 * unit.picosecond settings.simulation_settings.production_length = 250 * unit.picosecond - settings.system_settings.nonbonded_method = "nocutoff" + settings.forcefield_settings.nonbonded_method = "nocutoff" protocol = RelativeHybridTopologyProtocol(settings=settings) a_smcB = align_mol_shape(smcB, ref_mol=smcA) diff --git a/openfe/tests/protocols/conftest.py b/openfe/tests/protocols/conftest.py index fcaf13fbc..67cc21d1c 100644 --- a/openfe/tests/protocols/conftest.py +++ b/openfe/tests/protocols/conftest.py @@ -195,7 +195,10 @@ def toluene_many_solv_system(benzene_modifications): @pytest.fixture def rfe_transformation_json() -> str: - """string of a RFE results similar to quickrun""" + """string of a RFE results similar to quickrun + + generated with gen-serialized-results.py + """ d = resources.files('openfe.tests.data.openmm_rfe') with gzip.open((d / 'RHFEProtocol_json_results.gz').as_posix(), 'r') as f: # type: ignore @@ -206,6 +209,8 @@ def rfe_transformation_json() -> str: def afe_solv_transformation_json() -> str: """ string of a Absolute Solvation result (CN in water) generated by quickrun + + generated with gen-serialized-results.py """ d = resources.files('openfe.tests.data.openmm_afe') fname = "AHFEProtocol_json_results.gz" @@ -218,6 +223,8 @@ def afe_solv_transformation_json() -> str: def md_json() -> str: """ string of a MD result (TYK ligand lig_ejm_31 in water) generated by quickrun + + generated with gen-serialized-results.py """ d = resources.files('openfe.tests.data.openmm_md') fname = "MDProtocol_json_results.gz" From 60a42bc2767dacf5900fc292b379c94138ded5f2 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 10:20:21 +0000 Subject: [PATCH 27/43] fixup usage of 'sampler_settings' in AFE base --- openfe/protocols/openmm_afe/base.py | 6 ++---- .../openmm_afe/equil_solvation_afe_method.py | 11 +++++------ 2 files changed, 7 insertions(+), 10 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index 5db4ef92d..5ccead1f1 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -231,14 +231,12 @@ def _handle_settings(self): Get a dictionary with the following entries: * forcefield_settings : OpenMMSystemGeneratorFFSettings * thermo_settings : ThermoSettings - * system_settings : SystemSettings * solvation_settings : SolvationSettings * alchemical_settings : AlchemicalSettings * lambda_settings : LambdaSettings - * sampler_settings : MultiStateSimulationSettings * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings - * simulation_settings : SimulationSettings + * simulation_settings : MultiStateSimulationSettings * output_settings: OutputSettings Settings may change depending on what type of simulation you are @@ -801,7 +799,7 @@ def _run_simulation( analyzer = multistate_analysis.MultistateEquilFEAnalysis( reporter, - sampling_method=settings['sampler_settings'].sampler_method.lower(), + sampling_method=settings['simulation_settings'].sampler_method.lower(), result_units=unit.kilocalorie_per_mole ) analyzer.plot(filepath=self.shared_basepath, filename_prefix="") diff --git a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py index 6ec231900..99b1f9e3d 100644 --- a/openfe/protocols/openmm_afe/equil_solvation_afe_method.py +++ b/openfe/protocols/openmm_afe/equil_solvation_afe_method.py @@ -39,7 +39,7 @@ import numpy.typing as npt from openff.units import unit from openmmtools import multistate -from typing import Dict, Optional, Union +from typing import Optional, Union from typing import Any, Iterable import uuid @@ -669,7 +669,7 @@ def _create( def _gather( self, protocol_dag_results: Iterable[gufe.ProtocolDAGResult] - ) -> Dict[str, Dict[str, Any]]: + ) -> dict[str, dict[str, Any]]: # result units will have a repeat_id and generation # first group according to repeat_id unsorted_solvent_repeats = defaultdict(list) @@ -769,7 +769,7 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: def _execute( self, ctx: gufe.Context, **kwargs, - ) -> Dict[str, Any]: + ) -> dict[str, Any]: log_system_probe(logging.INFO, paths=[ctx.scratch]) with without_oechem_backend(): @@ -823,13 +823,12 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: A dictionary with the following entries: * forcefield_settings : OpenMMSystemGeneratorFFSettings * thermo_settings : ThermoSettings - * system_settings : SystemSettings * solvation_settings : SolvationSettings * alchemical_settings : AlchemicalSettings * lambda_settings : LambdaSettings * engine_settings : OpenMMEngineSettings * integrator_settings : IntegratorSettings - * simulation_settings : SimulationSettings + * simulation_settings : MultiStateSimulationSettings * output_settings: OutputSettings """ prot_settings = self._inputs['settings'] @@ -854,7 +853,7 @@ def _handle_settings(self) -> dict[str, SettingsBaseModel]: def _execute( self, ctx: gufe.Context, **kwargs, - ) -> Dict[str, Any]: + ) -> dict[str, Any]: log_system_probe(logging.INFO, paths=[ctx.scratch]) with without_oechem_backend(): From c8acd48179a2e2b7520d10023972ad3712e708ac Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 10:21:16 +0000 Subject: [PATCH 28/43] clean up some imports --- openfe/protocols/openmm_afe/equil_afe_settings.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/openfe/protocols/openmm_afe/equil_afe_settings.py b/openfe/protocols/openmm_afe/equil_afe_settings.py index 6baf41625..3be2897f6 100644 --- a/openfe/protocols/openmm_afe/equil_afe_settings.py +++ b/openfe/protocols/openmm_afe/equil_afe_settings.py @@ -28,13 +28,6 @@ OutputSettings, ) import numpy as np -from openff.models.types import FloatQuantity -from openff.units import unit -from typing import ( - Literal, - Optional, -) - try: from pydantic.v1 import validator From 3aa458160b30cb532cc0b1a35e2b56d5c0151eed Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 10:22:29 +0000 Subject: [PATCH 29/43] use convert_steps_per_iteration in afe base --- openfe/protocols/openmm_afe/base.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index 5ccead1f1..f93568ade 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -631,10 +631,9 @@ def _get_integrator( integrator : openmmtools.mcmc.LangevinDynamicsMove A configured integrator object. """ - # TODO: Check this is correct - tpi_fs = simulation_settings.time_per_iteration.to(unit.femtosecond).m - ts_fs = integrator_settings.timestep.to(unit.femtosecond).m - steps_per_iteration = int(round(tpi_fs / ts_fs)) + steps_per_iteration = settings_validation.convert_steps_per_iteration( + simulation_settings, integrator_settings + ) integrator = openmmtools.mcmc.LangevinDynamicsMove( timestep=to_openmm(integrator_settings.timestep), From 238bedf3012b0745a18e855f8b2c4a1c429608fa Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 11:02:51 +0000 Subject: [PATCH 30/43] works on validators and unit conversions --- openfe/protocols/openmm_afe/base.py | 6 +- .../protocols/openmm_rfe/equil_rfe_methods.py | 5 +- .../openmm_utils/settings_validation.py | 64 ++++++++++--------- 3 files changed, 41 insertions(+), 34 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index f93568ade..7d24205fd 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -687,9 +687,9 @@ def _get_sampler( rta_its, rta_min_its = settings_validation.convert_real_time_analysis_iterations( simulation_settings=simulation_settings, ) - et_target_err = settings_validation.convert_target_error( - thermo_settings=thermo_settings, - simulation_settings=simulation_settings, + et_target_err = settings_validation.convert_target_error_from_kcal_per_mole_to_kT( + thermo_settings=thermo_settings.temperature, + simulation_settings=simulation_settings.early_termination_target_error, ) # Select the right sampler diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index 6444a632a..bb08ab168 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -887,8 +887,9 @@ def run(self, *, dry=False, verbose=True, simulation_settings=sampler_settings, ) # convert early_termination_target_error from kcal/mol to kT - early_termination_target_error = settings_validation.convert_target_error( - thermo_settings=thermo_settings, simulation_settings=sampler_settings + early_termination_target_error = settings_validation.convert_target_error_from_kcal_per_mole_to_kT( + thermo_settings.temperature, + sampler_settings.early_termination_target_error, ) if sampler_settings.sampler_method.lower() == "repex": diff --git a/openfe/protocols/openmm_utils/settings_validation.py b/openfe/protocols/openmm_utils/settings_validation.py index 3d1ecf262..39da01ca0 100644 --- a/openfe/protocols/openmm_utils/settings_validation.py +++ b/openfe/protocols/openmm_utils/settings_validation.py @@ -4,12 +4,7 @@ Reusable utility methods to validate input settings to OpenMM-based alchemical Protocols. """ -import warnings -from typing import Dict, List, Tuple from openff.units import unit -from gufe import ( - Component, ChemicalSystem, SolventComponent, ProteinComponent -) def validate_timestep(hmass: float, timestep: unit.Quantity): @@ -76,12 +71,12 @@ def get_simsteps(sim_length: unit.Quantity, def convert_steps_per_iteration( simulation_settings, integrator_settings, -): +) -> int: """Convert time per iteration to steps Parameters ---------- - simulation_settings: MultiStateSimulationSettings + simulation_settings: MultiStateSimulationSettings integrator_settings: IntegratorSettings Returns @@ -89,17 +84,20 @@ def convert_steps_per_iteration( steps_per_iteration : int suitable for input to Integrator """ - # TODO: Check this is correct - tpi_fs = simulation_settings.time_per_iteration.to(unit.femtosecond).m - ts_fs = integrator_settings.timestep.to(unit.femtosecond).m - steps_per_iteration = int(round(tpi_fs / ts_fs)) + tpi_fs = round(simulation_settings.time_per_iteration.to(unit.attosecond).m) + ts_fs = round(integrator_settings.timestep.to(unit.attosecond).m) + steps_per_iteration, rem = divmod(tpi_fs, ts_fs) + + if rem: + raise ValueError(f"time_per_iteration ({simulation_settings.time_per_iteration}) " + f"not divisible by timestep ({integrator_settings.timestep})") return steps_per_iteration def convert_real_time_analysis_iterations( simulation_settings, -): +) -> tuple[int, int]: """Convert time units in Settings to various other units Interally openmmtools uses various quantities with units of time, @@ -120,32 +118,42 @@ def convert_real_time_analysis_iterations( real_time_analysis_minimum_iterations : int suitable for input to real_time_analysis_minimum_iterations """ - # TODO: Check this is correct - tpi_fs = simulation_settings.time_per_iteration.to(unit.femtosecond).m + tpi_fs = round(simulation_settings.time_per_iteration.to(unit.attosecond).m) # convert real_time_analysis time to interval # rta_its must be number of MCMC iterations # i.e. rta_fs / tpi_fs -> number of iterations - rta_fs = simulation_settings.real_time_analysis_interval.to(unit.femtosecond).m - rta_its = round(int(rta_fs / tpi_fs)) + rta_fs = round(simulation_settings.real_time_analysis_interval.to(unit.attosecond).m) + + rta_its, rem = divmod(rta_fs, tpi_fs) + if rem: + raise ValueError(f"real_time_analysis_interval ({simulation_settings.real_time_analysis_interval}) " + f"is not divisible by time_per_iteration ({simulation_settings.time_per_iteration})") # convert RTA_minimum_time to iterations - rta_min_fs = simulation_settings.real_time_analysis_minimum_time.to(unit.femtosecond).m - rta_min_its = round(int(rta_min_fs / tpi_fs)) + rta_min_fs = round(simulation_settings.real_time_analysis_minimum_time.to(unit.attosecond).m) + rta_min_its, rem = divmod(rta_min_fs, tpi_fs) + if rem: + raise ValueError(f"real_time_analysis_minimum_time ({simulation_settings.real_time_analysis_minimum_time}) " + f"is not divisible by time_per_iteration ({simulation_settings.time_per_iteration})") return rta_its, rta_min_its -def convert_target_error( - thermo_settings, - simulation_settings, -): +def convert_target_error_from_kcal_per_mole_to_kT( + temperature, + target_error, +) -> float: """Convert kcal/mol target error to kT units + If target_error is 0, returns 0.0 + Parameters ---------- - thermo_settings: ThermoSettings - simulation_settings: MultiStateSimulationSettings + temperature : unit.Quantity + temperature in K + target_error : unit.Quantity + error in kcal/mol Returns ------- @@ -153,12 +161,10 @@ def convert_target_error( in units of kT, suitable for input as "online_analysis_target_error" in a Sampler """ - temp = thermo_settings.temperature - if simulation_settings.early_termination_target_error: - # TODO: Check conversions here + if target_error: kB = 0.001987204 * unit.kilocalorie_per_mole / unit.kelvin - kT = temp * kB - early_termination_target_error = kT / simulation_settings.early_termination_target_error + kT = temperature * kB + early_termination_target_error = kT / target_error else: early_termination_target_error = 0.0 From 940424fb45aed1cc7a11185656f660c20f357218 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 11:03:55 +0000 Subject: [PATCH 31/43] fixup on unit conversion --- openfe/protocols/openmm_utils/system_creation.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/openfe/protocols/openmm_utils/system_creation.py b/openfe/protocols/openmm_utils/system_creation.py index d897dc522..e67a6862c 100644 --- a/openfe/protocols/openmm_utils/system_creation.py +++ b/openfe/protocols/openmm_utils/system_creation.py @@ -86,9 +86,8 @@ def get_system_generator( 'ewald': app.Ewald }[forcefield_settings.nonbonded_method.lower()] - nonbonded_cutoff = ensure_quantity( + nonbonded_cutoff = to_openmm( forcefield_settings.nonbonded_cutoff, # type: ignore - 'openmm', ) # create the periodic_kwarg entry From e0fabfe6bad67ea98ad3060e8b36c636666cd041 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 11:31:45 +0000 Subject: [PATCH 32/43] remove commented out SamplerSettings block --- openfe/protocols/openmm_utils/omm_settings.py | 131 ------------------ 1 file changed, 131 deletions(-) diff --git a/openfe/protocols/openmm_utils/omm_settings.py b/openfe/protocols/openmm_utils/omm_settings.py index 8358f84dd..fdafe4110 100644 --- a/openfe/protocols/openmm_utils/omm_settings.py +++ b/openfe/protocols/openmm_utils/omm_settings.py @@ -12,7 +12,6 @@ from typing import Optional from openff.units import unit from openff.models.types import FloatQuantity -import os from gufe.settings import ( Settings, @@ -70,136 +69,6 @@ def is_positive_distance(cls, v): return v -# class AlchemicalSamplerSettings(SettingsBaseModel): - # """Settings for the Equilibrium Alchemical sampler, currently supporting - # either MultistateSampler, SAMSSampler or ReplicaExchangeSampler. - # - # """ - # - # """ - # TODO - # ---- - # * It'd be great if we could pass in the sampler object rather than using - # strings to define which one we want. - # * Make n_replicas optional such that: If `None` or greater than the number - # of lambda windows set in :class:`AlchemicalSettings`, this will default - # to the number of lambda windows. If less than the number of lambda - # windows, the replica lambda states will be picked at equidistant - # intervals along the lambda schedule. - # """ - # class Config: - # arbitrary_types_allowed = True - # - # sampler_method = "repex" - # """ - # Alchemical sampling method, must be one of; - # `repex` (Hamiltonian Replica Exchange), - # `sams` (Self-Adjusted Mixture Sampling), - # or `independent` (independently sampled lambda windows). - # Default `repex`. - # """ - # steps_per_iteration = 250 * unit.timestep # todo: IntQuantity - # """ - # Number of integration timesteps between each time the MCMC move - # is applied. Default 250 * unit.timestep. - # """ - # real_time_analysis_interval: Optional[int] = 250 - # """ - # MCMC steps (i.e. number of ``steps_per_iteration``) interval at which - # to perform an analysis of the free energies. - # - # At each interval, real time analysis data (e.g. current free energy - # estimate and timing data) will be written to a yaml file named - # ``_real_time_analysis.yaml``. The - # current error in the estimate will also be assessed and if it drops - # below ``AlchemicalSamplerSettings.early_termination_target_error`` - # the simulation will be terminated. - # - # If ``None``, no real time analysis will be performed and the yaml - # file will not be written. - # - # Must be a multiple of ``OutputSettings.checkpoint_interval`` - # - # Default `250`. - # - # Example: - # real_time_analysis_interval = 250 - # timestep = 4 fs - # steps_per_iteration = 250 - # --> The free energy would be analyzed every 250 ps (250 * 250 * 4 fs) - # """ - # early_termination_target_error: FloatQuantity = 0.0 * unit.boltzmann_constant * unit.kelvin - # """ - # Target error for the real time analysis measured in kT. Once the MBAR error of - # the free energy is at or below this value, the simulation will be - # considered complete. - # A suggested value of 0.2 * `unit.boltzmann_constant` * `unit.kelvin` has - # shown to be effective in both hydration and binding free energy benchmarks. - # Default 0.0 * `unit.boltzmann_constant` * `unit.kelvin`, i.e. no early - # termination will occur. - # """ - # real_time_analysis_minimum_iterations = 500 - # """ - # Number of sampling iterations which must pass before real time analysis is - # carried out. Default 500. - # Example: - # real_time_analysis_minimum_iterations = 500 - # timestep = 4 fs - # steps_per_iteration = 250 - # --> The free energy would be analyzed for - # the first time after 500 ps (500 * 250 * 4 fs) - # """ - # - # sams_flatness_criteria = 'logZ-flatness' - # """ - # SAMS only. Method for assessing when to switch to asymptomatically - # optimal scheme. - # One of ['logZ-flatness', 'minimum-visits', 'histogram-flatness']. - # Default 'logZ-flatness'. - # """ - # sams_gamma0 = 1.0 - # """SAMS only. Initial weight adaptation rate. Default 1.0.""" - # n_replicas = 11 - # """Number of replicas to use. Default 11.""" - # - # @validator('sams_flatness_criteria') - # def supported_flatness(cls, v): - # supported = [ - # 'logz-flatness', 'minimum-visits', 'histogram-flatness' - # ] - # if v.lower() not in supported: - # errmsg = ("Only the following sams_flatness_criteria are " - # f"supported: {supported}") - # raise ValueError(errmsg) - # return v - # - # @validator('sampler_method') - # def supported_sampler(cls, v): - # supported = ['repex', 'sams', 'independent'] - # if v.lower() not in supported: - # errmsg = ("Only the following sampler_method values are " - # f"supported: {supported}") - # raise ValueError(errmsg) - # return v - # - # @validator('n_replicas', 'steps_per_iteration') - # def must_be_positive(cls, v): - # if v <= 0: - # errmsg = "n_replicas and steps_per_iteration must be positive " \ - # f"values, got {v}." - # raise ValueError(errmsg) - # return v - # - # @validator('early_termination_target_error', - # 'real_time_analysis_minimum_iterations', 'sams_gamma0', 'n_replicas') - # def must_be_zero_or_positive(cls, v): - # if v < 0: - # errmsg = ("Early termination target error, minimum iteration and" - # f" SAMS gamma0 must be 0 or positive values, got {v}.") - # raise ValueError(errmsg) - # return v - - class OpenMMEngineSettings(SettingsBaseModel): """OpenMM MD engine settings""" From 6db0c53e648894c908c73d5a79fe1e53b3474167 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 12:27:29 +0000 Subject: [PATCH 33/43] added tests for settings_validation conversions --- .../openmm_utils/settings_validation.py | 16 ++-- openfe/tests/protocols/test_openmmutils.py | 92 ++++++++++++++++++- 2 files changed, 101 insertions(+), 7 deletions(-) diff --git a/openfe/protocols/openmm_utils/settings_validation.py b/openfe/protocols/openmm_utils/settings_validation.py index 39da01ca0..18299be93 100644 --- a/openfe/protocols/openmm_utils/settings_validation.py +++ b/openfe/protocols/openmm_utils/settings_validation.py @@ -5,6 +5,10 @@ Protocols. """ from openff.units import unit +from .omm_settings import ( + IntegratorSettings, + MultiStateSimulationSettings, +) def validate_timestep(hmass: float, timestep: unit.Quantity): @@ -69,8 +73,8 @@ def get_simsteps(sim_length: unit.Quantity, def convert_steps_per_iteration( - simulation_settings, - integrator_settings, + simulation_settings: MultiStateSimulationSettings, + integrator_settings: IntegratorSettings, ) -> int: """Convert time per iteration to steps @@ -96,7 +100,7 @@ def convert_steps_per_iteration( def convert_real_time_analysis_iterations( - simulation_settings, + simulation_settings: MultiStateSimulationSettings, ) -> tuple[int, int]: """Convert time units in Settings to various other units @@ -146,7 +150,7 @@ def convert_target_error_from_kcal_per_mole_to_kT( ) -> float: """Convert kcal/mol target error to kT units - If target_error is 0, returns 0.0 + If target_error is 0.0, returns 0.0 Parameters ---------- @@ -166,6 +170,6 @@ def convert_target_error_from_kcal_per_mole_to_kT( kT = temperature * kB early_termination_target_error = kT / target_error else: - early_termination_target_error = 0.0 + return 0.0 - return early_termination_target_error + return early_termination_target_error.m diff --git a/openfe/tests/protocols/test_openmmutils.py b/openfe/tests/protocols/test_openmmutils.py index 7e265cb92..c52b5b912 100644 --- a/openfe/tests/protocols/test_openmmutils.py +++ b/openfe/tests/protocols/test_openmmutils.py @@ -15,7 +15,7 @@ import openfe from openfe.protocols.openmm_utils import ( settings_validation, system_validation, system_creation, - multistate_analysis + multistate_analysis, omm_settings ) from openfe.protocols.openmm_rfe.equil_rfe_settings import ( SolvationSettings, IntegratorSettings, @@ -384,3 +384,93 @@ def test_get_omm_modeller_ligand_no_neutralize(self, get_settings): charge = ensure_quantity(charge, 'openff') assert pytest.approx(charge.m) == -1.0 + + +def test_convert_steps_per_iteration(): + sim = omm_settings.MultiStateSimulationSettings( + equilibration_length='10 ps', + production_length='10 ps', + time_per_iteration='1.0 ps', + ) + inty = omm_settings.IntegratorSettings( + timestep='4 fs' + ) + + spi = settings_validation.convert_steps_per_iteration(sim, inty) + + assert spi == 250 + + +def test_convert_steps_per_iteration_failure(): + sim = omm_settings.MultiStateSimulationSettings( + equilibration_length='10 ps', + production_length='10 ps', + time_per_iteration='1.0 ps', + ) + inty = omm_settings.IntegratorSettings( + timestep='3 fs' + ) + + with pytest.raises(ValueError, match="not divisible"): + settings_validation.convert_steps_per_iteration(sim, inty) + + +def test_convert_real_time_analysis_iterations(): + sim = omm_settings.MultiStateSimulationSettings( + equilibration_length='10 ps', + production_length='10 ps', + time_per_iteration='1.0 ps', + real_time_analysis_interval='250 ps', + real_time_analysis_minimum_time='500 ps', + ) + + rta_its, rta_min_its = settings_validation.convert_real_time_analysis_iterations(sim) + + assert rta_its == 250, 500 + + +def test_convert_real_time_analysis_iterations_interval_fail(): + # shouldn't like 250.5 ps / 1.0 ps + sim = omm_settings.MultiStateSimulationSettings( + equilibration_length='10 ps', + production_length='10 ps', + time_per_iteration='1.0 ps', + real_time_analysis_interval='250.5 ps', + real_time_analysis_minimum_time='500 ps', + ) + + with pytest.raises(ValueError, match='not divisible'): + settings_validation.convert_real_time_analysis_iterations(sim) + + +def test_convert_real_time_analysis_iterations_min_interval_fail(): + # shouldn't like 500.5 ps / 1 ps + sim = omm_settings.MultiStateSimulationSettings( + equilibration_length='10 ps', + production_length='10 ps', + time_per_iteration='1.0 ps', + real_time_analysis_interval='250 ps', + real_time_analysis_minimum_time='500.5 ps', + ) + + with pytest.raises(ValueError, match='not divisible'): + settings_validation.convert_real_time_analysis_iterations(sim) + + +def test_convert_target_error_from_kcal_per_mole_to_kT(): + kT = settings_validation.convert_target_error_from_kcal_per_mole_to_kT( + temperature=298.15 * unit.kelvin, + target_error=0.12 * unit.kilocalorie_per_mole, + ) + + assert kT == pytest.approx(4.937373938333333) + + +def test_convert_target_error_from_kcal_per_mole_to_kT_zero(): + # special case, 0 input gives 0 output + kT = settings_validation.convert_target_error_from_kcal_per_mole_to_kT( + temperature=298.15 * unit.kelvin, + target_error=0.0 * unit.kilocalorie_per_mole, + ) + + assert kT == 0.0 From 8bc76b102e897c6db49b96334edb8f44217fbdb3 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 13:02:17 +0000 Subject: [PATCH 34/43] got kT conversion upside down --- openfe/protocols/openmm_utils/settings_validation.py | 2 +- openfe/tests/protocols/test_openmmutils.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/openfe/protocols/openmm_utils/settings_validation.py b/openfe/protocols/openmm_utils/settings_validation.py index 18299be93..299c266b4 100644 --- a/openfe/protocols/openmm_utils/settings_validation.py +++ b/openfe/protocols/openmm_utils/settings_validation.py @@ -168,7 +168,7 @@ def convert_target_error_from_kcal_per_mole_to_kT( if target_error: kB = 0.001987204 * unit.kilocalorie_per_mole / unit.kelvin kT = temperature * kB - early_termination_target_error = kT / target_error + early_termination_target_error = target_error / kT else: return 0.0 diff --git a/openfe/tests/protocols/test_openmmutils.py b/openfe/tests/protocols/test_openmmutils.py index c52b5b912..c142bbb3c 100644 --- a/openfe/tests/protocols/test_openmmutils.py +++ b/openfe/tests/protocols/test_openmmutils.py @@ -463,7 +463,7 @@ def test_convert_target_error_from_kcal_per_mole_to_kT(): target_error=0.12 * unit.kilocalorie_per_mole, ) - assert kT == pytest.approx(4.937373938333333) + assert kT == pytest.approx(0.20253681663365392) def test_convert_target_error_from_kcal_per_mole_to_kT_zero(): From 0b858dfd72a236d1dec2a40a18fa14873e2e74b4 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 16:25:24 +0000 Subject: [PATCH 35/43] small fixups for new settings --- openfe/protocols/openmm_afe/base.py | 4 ++-- openfe/protocols/openmm_rfe/equil_rfe_methods.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/openfe/protocols/openmm_afe/base.py b/openfe/protocols/openmm_afe/base.py index 7d24205fd..de46195e9 100644 --- a/openfe/protocols/openmm_afe/base.py +++ b/openfe/protocols/openmm_afe/base.py @@ -688,8 +688,8 @@ def _get_sampler( simulation_settings=simulation_settings, ) et_target_err = settings_validation.convert_target_error_from_kcal_per_mole_to_kT( - thermo_settings=thermo_settings.temperature, - simulation_settings=simulation_settings.early_termination_target_error, + thermo_settings.temperature, + simulation_settings.early_termination_target_error, ) # Select the right sampler diff --git a/openfe/protocols/openmm_rfe/equil_rfe_methods.py b/openfe/protocols/openmm_rfe/equil_rfe_methods.py index bb08ab168..b275ac72b 100644 --- a/openfe/protocols/openmm_rfe/equil_rfe_methods.py +++ b/openfe/protocols/openmm_rfe/equil_rfe_methods.py @@ -955,7 +955,7 @@ def run(self, *, dry=False, verbose=True, self.logger.info("Running equilibration phase") sampler.equilibrate( - int(equil_steps / integrator_settings.n_steps.m) # type: ignore + int(equil_steps / steps_per_iteration) # type: ignore ) # production @@ -963,7 +963,7 @@ def run(self, *, dry=False, verbose=True, self.logger.info("Running production phase") sampler.extend( - int(prod_steps / integrator_settings.n_steps.m) # type: ignore + int(prod_steps / steps_per_iteration) # type: ignore ) self.logger.info("Production phase complete") From 0fa3995d5bb8e6af96b25eee8b086774a864174d Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 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a/openfe/tests/protocols/test_solvation_afe_tokenization.py +++ b/openfe/tests/protocols/test_solvation_afe_tokenization.py @@ -85,7 +85,7 @@ def test_key_stable(self): class TestAbsoluteSolvationProtocolResult(GufeTokenizableTestsMixin): cls = openmm_afe.AbsoluteSolvationProtocolResult - key = "AbsoluteSolvationProtocolResult-bd4bb7aadc07066d532596543ec193a2" + key = "AbsoluteSolvationProtocolResult-55ac1971317176d6e84549601d1eed5e" repr = f"<{key}>" @pytest.fixture() From 03c4a1707ca4adcdcbb60b74da6865e849268688 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 16:52:15 +0000 Subject: [PATCH 37/43] shorten AHFE time in dev scripts --- devtools/data/gen-serialized-results.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/devtools/data/gen-serialized-results.py b/devtools/data/gen-serialized-results.py index ca7ff2200..74a00c8f3 100644 --- a/devtools/data/gen-serialized-results.py +++ b/devtools/data/gen-serialized-results.py @@ -82,9 +82,9 @@ def generate_md_json(smc): def generate_ahfe_json(smc): settings = AbsoluteSolvationProtocol.default_settings() settings.solvent_simulation_settings.equilibration_length = 10 * unit.picosecond - settings.solvent_simulation_settings.production_length = 500 * unit.picosecond + settings.solvent_simulation_settings.production_length = 10 * unit.picosecond settings.vacuum_simulation_settings.equilibration_length = 10 * unit.picosecond - settings.vacuum_simulation_settings.production_length = 1000 * unit.picosecond + settings.vacuum_simulation_settings.production_length = 10 * unit.picosecond settings.lambda_settings.lambda_elec = [0.0, 0.25, 0.5, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] From 5f25fd497a0c317d51880a90ffb3119d5c5283a9 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Mon, 5 Feb 2024 22:10:27 +0000 Subject: [PATCH 38/43] shorten AHFE time in dev scripts --- .../protocols/openmm_utils/settings_validation.py | 11 ++++++++--- openfe/tests/protocols/test_openmmutils.py | 15 +++++++++++++++ 2 files changed, 23 insertions(+), 3 deletions(-) diff --git a/openfe/protocols/openmm_utils/settings_validation.py b/openfe/protocols/openmm_utils/settings_validation.py index 299c266b4..2ebf6187e 100644 --- a/openfe/protocols/openmm_utils/settings_validation.py +++ b/openfe/protocols/openmm_utils/settings_validation.py @@ -5,6 +5,7 @@ Protocols. """ from openff.units import unit +from typing import Optional from .omm_settings import ( IntegratorSettings, MultiStateSimulationSettings, @@ -101,7 +102,7 @@ def convert_steps_per_iteration( def convert_real_time_analysis_iterations( simulation_settings: MultiStateSimulationSettings, -) -> tuple[int, int]: +) -> tuple[Optional[int], Optional[int]]: """Convert time units in Settings to various other units Interally openmmtools uses various quantities with units of time, @@ -117,11 +118,15 @@ def convert_real_time_analysis_iterations( Returns ------- - real_time_analysis_iterations : int + real_time_analysis_iterations : Optional[int] suitable for input to online_analysis_interval - real_time_analysis_minimum_iterations : int + real_time_analysis_minimum_iterations : Optional[int] suitable for input to real_time_analysis_minimum_iterations """ + if simulation_settings.real_time_analysis_interval is None: + # option to turn off real time analysis + return None, None + tpi_fs = round(simulation_settings.time_per_iteration.to(unit.attosecond).m) # convert real_time_analysis time to interval diff --git a/openfe/tests/protocols/test_openmmutils.py b/openfe/tests/protocols/test_openmmutils.py index c142bbb3c..4776c444b 100644 --- a/openfe/tests/protocols/test_openmmutils.py +++ b/openfe/tests/protocols/test_openmmutils.py @@ -457,6 +457,21 @@ def test_convert_real_time_analysis_iterations_min_interval_fail(): settings_validation.convert_real_time_analysis_iterations(sim) +def test_convert_real_time_analysis_iterations_None(): + sim = omm_settings.MultiStateSimulationSettings( + equilibration_length='10 ps', + production_length='10 ps', + time_per_iteration='1.0 ps', + real_time_analysis_interval=None, + real_time_analysis_minimum_time='500 ps', + ) + + rta_its, rta_min_its = settings_validation.convert_real_time_analysis_iterations(sim) + + assert rta_its is None + assert rta_min_its is None + + def test_convert_target_error_from_kcal_per_mole_to_kT(): kT = settings_validation.convert_target_error_from_kcal_per_mole_to_kT( temperature=298.15 * unit.kelvin, From fcf5735b5f5f1569977d15b31cc20104c3c7dfb4 Mon Sep 17 00:00:00 2001 From: richard gowers Date: Tue, 6 Feb 2024 00:08:18 +0000 Subject: [PATCH 39/43] update openfecli test files for new settings --- openfecli/tests/commands/test_gather.py | 4 ++-- openfecli/tests/data/bad_transformation.json | 2 +- openfecli/tests/data/rbfe_results.tar.gz | Bin 7291221 -> 7300156 bytes openfecli/tests/data/transformation.json | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/openfecli/tests/commands/test_gather.py b/openfecli/tests/commands/test_gather.py index 2eac0c460..7bb71d7ed 100644 --- a/openfecli/tests/commands/test_gather.py +++ b/openfecli/tests/commands/test_gather.py @@ -209,8 +209,8 @@ def test_missing_leg_allow_partial(results_dir): RBFE_RESULTS = pooch.create( pooch.os_cache('openfe'), - base_url="doi:10.6084/m9.figshare.24542059", - registry={"results.tar.gz": None}, + base_url="doi:10.6084/m9.figshare.25148945", + registry={"results.tar.gz": "bf27e728935b31360f95188f41807558156861f6d89b8a47854502a499481da3"}, ) diff --git a/openfecli/tests/data/bad_transformation.json b/openfecli/tests/data/bad_transformation.json index bcfc8107c..fe0bc82f0 100644 --- a/openfecli/tests/data/bad_transformation.json +++ b/openfecli/tests/data/bad_transformation.json @@ -1 +1 @@ -{"__module__": "gufe.transformations.transformation", "__qualname__": "Transformation", "mapping": {"__module__": "gufe.mapping.ligandatommapping", "__qualname__": "LigandAtomMapping", "annotations": "{}", "componentA": {"__module__": "gufe.components.smallmoleculecomponent", "__qualname__": "SmallMoleculeComponent", "atoms": [[6, 0, 0, true, 0, 0, {}], [6, 0, 0, true, 0, 0, {}], [6, 0, 0, true, 0, 0, {}], [6, 0, 0, true, 0, 0, {}], [6, 0, 0, true, 0, 0, {}], [6, 0, 0, true, 0, 0, {}], [1, 0, 0, false, 0, 0, {}], [1, 0, 0, false, 0, 0, {}], [1, 0, 0, false, 0, 0, {}], [1, 0, 0, false, 0, 0, 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