prototype multithreaded openmm

src/openmm.jl

@@ -2,7 +2,13 @@
 using PyCall
 import ISOKANN: propagate
 
+# install / load OpenMM
+pyimport_conda("openmm", "openmm", "conda-forge")
+pyimport_conda("joblib", "joblib")
+
+# load into namespace
 py"""
+from joblib import Parallel, delayed
 from openmm.app import *
 from openmm import *
 from openmm.unit import *
@@ -11,30 +17,59 @@ from sys import stdout
 
 nanometer = py"nanometer"
 
+""" A Simulation wrapping the Python OpenMM Simulation object """
 struct OpenMMSimulation
     pysim::PyObject
     steps::Int
 end
 
 ###
 
-function propagate(sim::OpenMMSimulation, x0)
-    steps = sim.steps
-    pysim = sim.pysim
-    setcoords(pysim, x0)
-    pysim.step(steps)
-    getcoords(pysim)
-end
-
-function propagate(sim::OpenMMSimulation, x0::AbstractMatrix, ny)
+function propagate(s::OpenMMSimulation, x0::AbstractMatrix, ny)
     dim, nx = size(x0)
     ys = zeros(dim, nx, ny)
     for i in 1:nx, j in 1:ny
-        ys[:, i, j] = propagate(sim, x0[:, i])
+        ys[:, i, j] = propagate(s, x0[:, i])
     end
     return ys
 end
 
+function propagate_threaded(s::OpenMMSimulation, x0::AbstractMatrix, ny; nthreads=1)
+    zs = repeat(x0, outer=[1, ny])
+    dim, nx = size(x0)
+
+    zs = PyReverseDims(reinterpret(Tuple{Float64,Float64,Float64}, zs))
+    steps = s.steps
+    sim = s.pysim
+    n = nx * ny
+
+    py"""
+
+    def singlerun(i):
+        s = copy.copy($sim)  # TODO: this is not enough
+        s.context = copy.copy(s.context)
+        s.context.setPositions($zs[i] * nanometer)
+        s.step($steps)
+        z = s.context.getState(getPositions=True).getPositions().value_in_unit(nanometer)
+        return z
+
+    out = Parallel(n_jobs=$nthreads, prefer="threads")(
+        delayed(singlerun)(i) for i in range($n))
+    """
+
+    zs = py"out"
+    zs = reinterpret(Float64, permutedims(zs))
+    zs = reshape(zs, dim, nx, ny)
+
+    return zs
+end
+
+function propagate(s::OpenMMSimulation, x0)
+    setcoords(s.pysim, x0)
+    s.pysim.step(s.steps)
+    getcoords(s.pysim)
+end
+
 function getcoords(sim::PyObject)
     x = sim.context.getState(getPositions=true).getPositions().value_in_unit(nanometer)
     reinterpret(Float64, x)
@@ -47,13 +82,14 @@ end
 
 ###
 
+""" Basic construction of a OpenMM Simulation, following the OpenMM documentation example """
 function openmm_examplesys(;
     temp=300,
     friction=1,
     step=0.004,
     pdb="/home/htc/bzfsikor/.julia/conda/3/share/openmm/examples/input.pdb",
     forcefields=["amber14-all.xml", "amber14/tip3pfb.xml"],
-    steps=100)
+    steps=1)
 
     py"""
     pdb = PDBFile($pdb)
@@ -63,8 +99,9 @@ function openmm_examplesys(;
     integrator = LangevinMiddleIntegrator($temp*kelvin, $friction/picosecond, $step*picoseconds)
     simulation = Simulation(pdb.topology, system, integrator)
     simulation.context.setPositions(pdb.positions)
+    simulation.minimizeEnergy()
     """
-    # simulation.minimizeEnergy()
+    # 
     # simulation.reporters.append(PDBReporter('output.pdb', 1000))
     # simulation.reporters.append(StateDataReporter(stdout, 1000, step=True,
     #        potentialEnergy=True, temperature=True))