From 385b204498651faea0a6969268bcae833554c90c Mon Sep 17 00:00:00 2001 From: golobor Date: Wed, 10 Jul 2019 20:30:21 -0400 Subject: [PATCH 01/23] polymer_math: add simplifyPolymer --- polychrom/__polymer_math.cpp | 115 ++++++++++++++++++++++++++++++++++- polychrom/__polymer_math.h | 2 + polychrom/_polymer_math.pyx | 23 +++++++ 3 files changed, 139 insertions(+), 1 deletion(-) diff --git a/polychrom/__polymer_math.cpp b/polychrom/__polymer_math.cpp index 0c4ee17..c2d3542 100644 --- a/polychrom/__polymer_math.cpp +++ b/polychrom/__polymer_math.cpp @@ -90,9 +90,16 @@ inline double dotProduct(point a, point b){ // } inline double dist(point a,point b){ - return sqr(a.x-b.x)+sqr(a.y-b.y)+sqr(a.z-b.z); + return sqrt( (a.x-b.x)*(a.x-b.x) + +(a.y-b.y)*(a.y-b.y) + +(a.z-b.z)*(a.z-b.z)); } +// inline double dist(int i,int j){ +// return sqrt(dotProduct((position[i]-position[j]),(position[i]-position[j]))); +// } + + int intersect(point t1,point t2,point t3,point r1,point r2) { point A,B,C,D,n; @@ -309,3 +316,109 @@ void _mutualSimplifyCpp ( } +int _simplifyCpp (double *datax, double *datay, double *dataz, int N) +{ + int M = 0; + int k1; + int sum = 0; + int t=0,s=0,k=0; + int turn=0; + bool breakflag; + float maxdist; + vector position; + vector newposition; + vector todelete; + int i; + + position=vector(N); + newposition=vector(N); + + for (i=0;i (N); + for (i=0;i maxdist) {maxdist = dist(position[i],position[i+1]);} + } + turn++; + M=0; + for (i=0;i j+1) + { + if (k < N-1) k1 = k+1; + else k1 = 0; + sum = intersect( + position[j-1],position[j],position[j+1], + position[k],position[k1]); + if (sum!=0) + { + //printf("intersection at %d,%d\n",j,k); + breakflag = true; //keeping thing + break; + } + } + } + else + { + k+= max(((int)((float)dd/(float)maxdist )- 3), 0); + } + } + if (breakflag ==false) + { + todelete[M++] = j; + position[j] = (position[j-1] + position[j+1])* 0.5; + //printf("%d will be deleted at %d\n",j,k); + j++; + //break; + } + } + t = 0;//pointer for todelete + s = 0;//pointer for newposition + if (M==0) + { + break; + } + for (int j=0;j Date: Thu, 12 Sep 2019 18:20:59 -0400 Subject: [PATCH 02/23] added equilibrium angle to angle force --- examples/example/example.py | 6 +++--- examples/example/trajectory/block0.dat | Bin 11776 -> 0 bytes examples/example/trajectory/block1.dat | Bin 11698 -> 0 bytes examples/example/trajectory/block10.dat | Bin 880306 -> 0 bytes examples/example/trajectory/block2.dat | Bin 11697 -> 0 bytes examples/example/trajectory/block3.dat | Bin 880358 -> 0 bytes examples/example/trajectory/block4.dat | Bin 880337 -> 0 bytes examples/example/trajectory/block5.dat | Bin 880432 -> 0 bytes examples/example/trajectory/block6.dat | Bin 880509 -> 0 bytes examples/example/trajectory/block7.dat | Bin 880393 -> 0 bytes examples/example/trajectory/block8.dat | Bin 880463 -> 0 bytes examples/example/trajectory/block9.dat | Bin 880319 -> 0 bytes polychrom/forces.py | 13 +++++++++++-- 13 files changed, 14 insertions(+), 5 deletions(-) delete mode 100755 examples/example/trajectory/block0.dat delete mode 100755 examples/example/trajectory/block1.dat delete mode 100755 examples/example/trajectory/block10.dat delete mode 100755 examples/example/trajectory/block2.dat delete mode 100755 examples/example/trajectory/block3.dat delete mode 100755 examples/example/trajectory/block4.dat delete mode 100755 examples/example/trajectory/block5.dat delete mode 100755 examples/example/trajectory/block6.dat delete mode 100755 examples/example/trajectory/block7.dat delete mode 100755 examples/example/trajectory/block8.dat delete mode 100755 examples/example/trajectory/block9.dat diff --git a/examples/example/example.py b/examples/example/example.py index 4697866..926f070 100755 --- a/examples/example/example.py +++ b/examples/example/example.py @@ -5,7 +5,7 @@ import os,sys import polychrom from polychrom import (simulation, starting_conformations, - forces, extra_forces, forcekits) + forces, forcekits) import simtk.openmm as openmm import os from polychrom.hdf5_format import HDF5Reporter @@ -27,7 +27,7 @@ def exampleOpenmm(): integrator="variableLangevin", error_tol=0.002, GPU = "0", - collision_rate=0.02, + collision_rate=0.1, N = 10000, reporters=[reporter]) @@ -91,7 +91,7 @@ def exampleOpenmm(): angle_force_func=forces.angle_force, angle_force_kwargs={ - 'k':0.05 + 'k':1.5, # K is more or less arbitrary, k=4 corresponds to presistence length of 4, # k=1.5 is recommended to make polymer realistically flexible; k=8 is very stiff }, diff --git a/examples/example/trajectory/block0.dat b/examples/example/trajectory/block0.dat deleted file mode 100755 index 8194c8d71320eb463267dd5de77cab141c9392ad..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11776 zcmV+bF8|SZUhTYRP!&z^H%iVqBRNNvBm%&7PSa_YaSVMJ7@~)CcJz>HmvJHZoNGAEKPxLUv4MWGA(!G74ELk<$N+C&gqYWT}qqkQ^boG)wK@zKrbngzPN!NO94#UzWzdeet<@ zB0A0gTgbmHg)FT|3DMAWw=C@uVk5+tW$BE`(zP8S`7fh)mR?v`Sjb<|_3z&ZvD_^E 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z>MJpL#|bvH@Fs<;%V4taFzXuxP Date: Mon, 16 Sep 2019 21:29:43 -0400 Subject: [PATCH 03/23] removed stray imports; more comments in contactmaps --- polychrom/contactmaps.py | 27 ++++++++++----------------- 1 file changed, 10 insertions(+), 17 deletions(-) diff --git a/polychrom/contactmaps.py b/polychrom/contactmaps.py index 81a86c3..5062c2c 100755 --- a/polychrom/contactmaps.py +++ b/polychrom/contactmaps.py @@ -9,30 +9,27 @@ from . import polymer_analyses """ -This file defines the class that allows averaging contacts from multile processes into one shared contactmap. +This module is the main workhorse of tools to calculate contactmaps, both from polymer simulations and from other simulations (e.g. 1D simulations of loop extrusion). All of the functions here are designed to be parallelized, and lots of efforts were put into making this possible. -It was not an easy function to write, and as a result it is a little messy. But it is necessary for a set of reasons. --- Calculating contact maps is slow, and benefits greatly from parallelizing +The reasons we need parallel contactmap code is the following: + +-- Calculating contact maps is slow, esp. at large contact radii, and benefits greatly from parallelizing -- Doing regular multiprocesing.map has limitations -- It can only handle heataps up to some size, and transferring gigabyte-sized heatmaps between processes takes minutes -- It can only do as many heatmaps as fits in RAM, which on 20-core 128GB machine is no more than 5GB/heatmap - -- Historically, we had troubles with heatmaps over 6000x6000 monomers being transferred between processes using pickle -So to combat that we implemented this module. It can create one big heatmap, and keep in in shared memory. -Different processes can write to that. - The structure of this class is as follows. -On the outer lefe, it provides three methods to average contactmaps: monomerResolutionContactMap, binnedContactMap, + +On the outer level, it provides three methods to average contactmaps: monomerResolutionContactMap, binnedContactMap, and monomerResolutionContactMapSubchains -The first two create contact map from an entire file. The last one creates contact maps from sub-chains in a file, starting at a -given set of starts. It is useful when doing contact maps from several copies of a system in one simulation. +The first two create contact map from an entire file: either monomer-resolution or binned. The last one creates contact maps from sub-chains in a file, starting at a given set of starting points. It is useful when doing contact maps from several copies of a system in one simulation. The first two methods have a legacy implementation from the old library that is still here to do the tests. -It also provides a more generic method "averageContacts". You can use it to average contacts obtained from -polymer simulations, or from any other simulation. +On the middle level, it provides a method "averageContacts". This method accepts a "contact iterator", and can be used to average contacts from both a set of filenames and from a simulation of some kind (e.g. averaging positions of loop extruding factors from a 1D loop extrusion simulation). All of the outer level functions (monomerResolutionContactMap for example) are implemented using this method. + +On the lower level, there are internals of the "averageContacts" method and an associated "worker" function. There is generally no need to understand the code of those functions. There exists a reference implementation of both the worker and the averageContacts function, named "simpleWorker" and "averageContactsSimple". They do all the things that "averageContacts" do, but on only one core. In fact, "averageContacts" defaults to "averageContactsSimple" if requested to run on one core because it is a little bit faster. -It also will provide an example of how to average contacts from a non-polymer simulation, and run this simulation on many cores. """ def indexing(smaller, larger, M): """converts x-y indexes to index in the upper triangular matrix""" @@ -321,8 +318,6 @@ def __init__(self, filenames, cutoff = 1.7, loadFunction=None, exceptionsToIgnor When initialized, the iterator should store these args properly and create all necessary constructs """ - from openmmlib import contactmaps - self.contactmaps = contactmaps self.filenames = filenames self.cutoff = cutoff self.exceptionsToIgnore = exceptionsToIgnore @@ -421,8 +416,6 @@ def __init__(self, filenames, mapStarts, mapN, cutoff = 1.7, loadFunction=None, When initialized, the iterator should store these args properly and create all necessary constructs """ - from openmmlib import contactmaps - self.contactmaps = contactmaps self.filenames = filenames self.cutoff = cutoff self.exceptionsToIgnore = exceptionsToIgnore From 8d531801734c610930805f055e36a20fb05389d8 Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Tue, 17 Sep 2019 12:15:50 -0400 Subject: [PATCH 04/23] changed defaults in contactmaps --- polychrom/contactmaps.py | 17 ++++++++--------- polychrom/legacy/contactmaps.py | 15 +++------------ 2 files changed, 11 insertions(+), 21 deletions(-) diff --git a/polychrom/contactmaps.py b/polychrom/contactmaps.py index 5062c2c..176ff3a 100755 --- a/polychrom/contactmaps.py +++ b/polychrom/contactmaps.py @@ -345,8 +345,8 @@ def next(self): return contacts def monomerResolutionContactMap(filenames, - cutoff=1.7, - n=4, # Num threads + cutoff=5, + n=8, # Num threads contactFinder = polymer_analyses.calculate_contacts, loadFunction=polymerutils.load, exceptionsToIgnore=[], useFmap=False): @@ -357,8 +357,8 @@ def monomerResolutionContactMap(filenames, return averageContacts(filenameContactMap,values,N, classInitArgs=args, useFmap=useFmap, uniqueContacts = True, nproc=n) -def binnedContactMap(filenames, chains=None, binSize=5, cutoff=1.7, - n=4, # Num threads +def binnedContactMap(filenames, chains=None, binSize=5, cutoff=5, + n=8, # Num threads contactFinder = polymer_analyses.calculate_contacts, loadFunction=polymerutils.load, exceptionsToIgnore=None, useFmap=False): @@ -456,8 +456,8 @@ def next(self): def monomerResolutionContactMapSubchains(filenames, mapStarts, mapN, - cutoff=1.7, - n=4, # Num threads + cutoff=5, + n=8, # Num threads method = polymer_analyses.calculate_contacts, loadFunction=polymerutils.load, exceptionsToIgnore=[], useFmap=False): @@ -485,7 +485,6 @@ def next(self): def _test(): ars = [np.random.random((60,3)) * 4 for _ in range(200)] - import openmmlib.contactmaps conts = polymer_analyses.calculate_contacts(ars[0],1) print(conts.shape) args = np.repeat(np.arange(20, dtype=int), 10) @@ -505,8 +504,8 @@ def _test(): assert np.allclose(cmap1, cmap4) assert np.allclose(cmap1, cmap3) - from .legacy_contactmaps import averagePureContactMap as cmapPureMap - from .legacy_contactmaps import averageBinnedContactMap as cmapBinnedMap + from .legacy.contactmaps import averagePureContactMap as cmapPureMap + from .legacy.contactmaps import averageBinnedContactMap as cmapBinnedMap for n in [1, 5, 20]: cmap6 = monomerResolutionContactMap(range(200), cutoff = 1, loadFunction=lambda x:ars[x], n=n) diff --git a/polychrom/legacy/contactmaps.py b/polychrom/legacy/contactmaps.py index 82b02f9..3de4a60 100755 --- a/polychrom/legacy/contactmaps.py +++ b/polychrom/legacy/contactmaps.py @@ -26,21 +26,12 @@ from math import sqrt import sys -from .polymerutils import load +from polychrom.polymerutils import load import warnings -from . import polymerutils +import polychrom.polymerutils as polymerutils import time from scipy.spatial import ckdtree -from .polymer_analyses import calculate_contacts as giveContacts - -try: - import mkl - mkl.set_num_threads(1) -except: - pass - - - +from polychrom.polymer_analyses import calculate_contacts as giveContacts def rescalePoints(points, bins): From 49c36529cfa4c5a7439014efee0e7ab02ac3d1b3 Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Tue, 17 Sep 2019 20:48:27 -0400 Subject: [PATCH 05/23] added reporting of forcekit parameters --- polychrom/forcekits.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/polychrom/forcekits.py b/polychrom/forcekits.py index e7e1484..6aaa0a3 100644 --- a/polychrom/forcekits.py +++ b/polychrom/forcekits.py @@ -33,13 +33,18 @@ def polymer_chains( If True then do not calculate non-bonded forces between the particles connected by a bond. True by default. """ + + force_list = [] bonds = [] triplets = [] + newchains = [] + for start, end, is_ring in chains: end = sim_object.N if (end is None) else end + newchains.append((start, end, is_ring)) bonds += [(j, j+1) for j in range(start, end - 1)] triplets += [(j - 1, j, j + 1) for j in range(start + 1, end - 1)] @@ -48,6 +53,13 @@ def polymer_chains( bonds.append((start, end-1)) triplets.append((int(end - 2), int(end - 1), int(start))) triplets.append((int(end - 1), int(start), int(start + 1))) + + reportDict = {"chains":np.array(newchains, dtype=int), + "bonds": np.array(bonds, dtype=int), + "angles": np.array(triplets) + } + for reporter in sim_object.reporters: + reporter.report("forcekit_polymer_chains", reportDict) force_list.append( bond_force_func(sim_object, bonds, **bond_force_kwargs) From cb866c8d2dc3c5a293e1aa6aff8d564b4926983b Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Tue, 17 Sep 2019 20:48:47 -0400 Subject: [PATCH 06/23] updated example --- examples/storage_formats/hdf5_reporter.ipynb | 159 +++++++++++-------- 1 file changed, 96 insertions(+), 63 deletions(-) diff --git a/examples/storage_formats/hdf5_reporter.ipynb b/examples/storage_formats/hdf5_reporter.ipynb index 44c2ebf..26829c7 100644 --- a/examples/storage_formats/hdf5_reporter.ipynb +++ b/examples/storage_formats/hdf5_reporter.ipynb @@ -127,8 +127,7 @@ "text": [ "INFO:root:adding force harmonic_bonds 0\n", "INFO:root:adding force angle 1\n", - "INFO:root:adding force polynomial_repulsive 2\n", - "INFO:root:Particles loaded. Potential energy is 0.050156\n" + "INFO:root:adding force polynomial_repulsive 2\n" ] }, { @@ -143,25 +142,26 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:root:block 0 pos[1]=[14.1 14.1 14.1] dr=0.21 t=0.9ps kin=8.17 pot=3.89 Rg=11.059 dt=24.3fs dx=15.49pm \n", - "INFO:root:block 1 pos[1]=[14.1 14.0 14.1] dr=0.17 t=1.2ps kin=3.77 pot=8.83 Rg=11.059 dt=20.6fs dx=8.92pm \n", - "INFO:root:block 2 pos[1]=[14.1 14.0 14.2] dr=0.09 t=1.4ps kin=7.76 pot=4.88 Rg=11.061 dt=24.9fs dx=15.46pm \n", - "INFO:root:block 3 pos[1]=[14.2 14.1 14.3] dr=0.14 t=1.6ps kin=6.11 pot=6.55 Rg=11.065 dt=22.1fs dx=12.22pm \n", - "INFO:root:block 4 pos[1]=[14.2 14.2 14.3] dr=0.11 t=1.8ps kin=6.77 pot=5.85 Rg=11.070 dt=22.0fs dx=12.76pm \n", - "INFO:root:block 5 pos[1]=[14.2 14.1 14.4] dr=0.12 t=2.0ps kin=6.77 pot=5.83 Rg=11.074 dt=22.0fs dx=12.76pm \n", - "INFO:root:block 6 pos[1]=[14.1 14.0 14.4] dr=0.12 t=2.3ps kin=6.78 pot=5.80 Rg=11.079 dt=22.0fs dx=12.77pm \n", - "INFO:root:block 7 pos[1]=[14.0 13.9 14.5] dr=0.12 t=2.5ps kin=7.15 pot=5.40 Rg=11.084 dt=22.0fs dx=13.11pm \n", - "INFO:root:block 8 pos[1]=[13.9 13.8 14.5] dr=0.12 t=2.7ps kin=6.60 pot=5.92 Rg=11.090 dt=22.0fs dx=12.60pm \n", - "INFO:root:block 9 pos[1]=[13.8 13.7 14.6] dr=0.12 t=2.9ps kin=7.12 pot=5.38 Rg=11.097 dt=22.0fs dx=13.08pm \n", - "INFO:root:block 10 pos[1]=[13.7 13.6 14.5] dr=0.12 t=3.1ps kin=6.65 pot=5.83 Rg=11.105 dt=22.0fs dx=12.64pm \n", - "INFO:root:block 11 pos[1]=[13.7 13.5 14.4] dr=0.12 t=3.4ps kin=6.98 pot=5.47 Rg=11.113 dt=22.0fs dx=12.96pm \n", - "INFO:root:block 12 pos[1]=[13.6 13.4 14.2] dr=0.12 t=3.6ps kin=6.82 pot=5.61 Rg=11.121 dt=22.0fs dx=12.80pm \n", - "INFO:root:block 13 pos[1]=[13.5 13.2 14.2] dr=0.12 t=3.8ps kin=6.89 pot=5.51 Rg=11.131 dt=22.0fs dx=12.88pm \n", - "INFO:root:block 14 pos[1]=[13.5 13.2 14.1] dr=0.12 t=4.0ps kin=6.85 pot=5.53 Rg=11.141 dt=22.0fs dx=12.84pm \n", - "INFO:root:block 15 pos[1]=[13.4 13.1 14.0] dr=0.12 t=4.2ps kin=6.85 pot=5.51 Rg=11.151 dt=22.0fs dx=12.83pm \n", - "INFO:root:block 16 pos[1]=[13.3 13.0 14.0] dr=0.12 t=4.5ps kin=6.98 pot=5.36 Rg=11.162 dt=22.0fs dx=12.95pm \n", - "INFO:root:block 17 pos[1]=[13.3 12.9 13.9] dr=0.12 t=4.7ps kin=6.81 pot=5.50 Rg=11.174 dt=22.0fs dx=12.80pm \n", - "INFO:root:block 18 pos[1]=[13.4 12.9 13.7] dr=0.12 t=4.9ps kin=6.83 pot=5.46 Rg=11.187 dt=22.0fs dx=12.81pm \n" + "INFO:root:Particles loaded. Potential energy is 0.050563\n", + "INFO:root:block 0 pos[1]=[13.9 14.3 14.0] dr=0.21 t=0.9ps kin=8.26 pot=4.02 Rg=10.988 dt=24.0fs dx=15.42pm \n", + "INFO:root:block 1 pos[1]=[13.9 14.4 14.0] dr=0.17 t=1.2ps kin=3.87 pot=8.94 Rg=10.989 dt=20.5fs dx=9.01pm \n", + "INFO:root:block 2 pos[1]=[13.9 14.4 14.1] dr=0.09 t=1.4ps kin=7.77 pot=5.09 Rg=10.991 dt=24.5fs dx=15.25pm \n", + "INFO:root:block 3 pos[1]=[13.9 14.4 14.3] dr=0.14 t=1.6ps kin=6.36 pot=6.51 Rg=10.995 dt=22.2fs dx=12.49pm \n", + "INFO:root:block 4 pos[1]=[13.8 14.5 14.3] dr=0.11 t=1.8ps kin=6.76 pot=6.09 Rg=11.000 dt=21.9fs dx=12.71pm \n", + "INFO:root:block 5 pos[1]=[13.8 14.8 14.2] dr=0.12 t=2.0ps kin=6.90 pot=5.92 Rg=11.004 dt=21.9fs dx=12.85pm \n", + "INFO:root:block 6 pos[1]=[13.8 14.9 14.2] dr=0.12 t=2.3ps kin=6.84 pot=5.97 Rg=11.009 dt=21.9fs dx=12.79pm \n", + "INFO:root:block 7 pos[1]=[13.8 14.8 14.3] dr=0.12 t=2.5ps kin=7.31 pot=5.46 Rg=11.015 dt=21.9fs dx=13.22pm \n", + "INFO:root:block 8 pos[1]=[13.8 14.7 14.3] dr=0.12 t=2.7ps kin=6.59 pot=6.16 Rg=11.021 dt=21.9fs dx=12.56pm \n", + "INFO:root:block 9 pos[1]=[13.7 14.8 14.3] dr=0.12 t=2.9ps kin=7.26 pot=5.47 Rg=11.028 dt=21.9fs dx=13.18pm \n", + "INFO:root:block 10 pos[1]=[13.7 15.0 14.1] dr=0.12 t=3.1ps kin=6.75 pot=5.96 Rg=11.035 dt=21.9fs dx=12.70pm \n", + "INFO:root:block 11 pos[1]=[13.7 15.0 14.0] dr=0.12 t=3.4ps kin=7.02 pot=5.66 Rg=11.044 dt=21.9fs dx=12.95pm \n", + "INFO:root:block 12 pos[1]=[13.7 15.0 14.0] dr=0.12 t=3.6ps kin=6.95 pot=5.71 Rg=11.053 dt=21.9fs dx=12.89pm \n", + "INFO:root:block 13 pos[1]=[13.7 15.0 14.0] dr=0.12 t=3.8ps kin=7.03 pot=5.60 Rg=11.062 dt=21.9fs dx=12.97pm \n", + "INFO:root:block 14 pos[1]=[13.7 15.0 13.8] dr=0.12 t=4.0ps kin=6.83 pot=5.77 Rg=11.072 dt=21.9fs dx=12.79pm \n", + "INFO:root:block 15 pos[1]=[13.7 15.0 13.8] dr=0.12 t=4.2ps kin=7.04 pot=5.55 Rg=11.083 dt=21.9fs dx=12.97pm \n", + "INFO:root:block 16 pos[1]=[13.8 15.0 13.8] dr=0.12 t=4.4ps kin=7.05 pot=5.50 Rg=11.095 dt=21.9fs dx=12.99pm \n", + "INFO:root:block 17 pos[1]=[13.9 14.9 13.9] dr=0.12 t=4.7ps kin=6.94 pot=5.60 Rg=11.107 dt=21.9fs dx=12.88pm \n", + "INFO:root:block 18 pos[1]=[13.9 14.9 13.9] dr=0.12 t=4.9ps kin=6.99 pot=5.52 Rg=11.120 dt=21.9fs dx=12.93pm \n" ] } ], @@ -222,16 +222,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "total 6112\r\n", - "drwxrwxr-x 2 magus magus 4096 Sep 2 19:38 .\r\n", - "drwxrwxr-x 5 magus magus 4096 Sep 2 19:37 ..\r\n", - "-rw-rw-r-- 1 magus magus 1615696 Sep 2 19:38 applied_forces_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 1167243 Sep 2 19:38 blocks_0-4.h5\r\n", - "-rw-rw-r-- 1 magus magus 1169377 Sep 2 19:38 blocks_10-14.h5\r\n", - "-rw-rw-r-- 1 magus magus 937132 Sep 2 19:38 blocks_15-18.h5\r\n", - "-rw-rw-r-- 1 magus magus 1169223 Sep 2 19:38 blocks_5-9.h5\r\n", - "-rw-rw-r-- 1 magus magus 6144 Sep 2 19:38 initArgs_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 174446 Sep 2 19:38 starting_conformation_0.h5\r\n" + "total 6464\r\n", + "drwxrwxr-x 2 magus magus 4096 Sep 17 20:47 .\r\n", + "drwxrwxr-x 5 magus magus 4096 Sep 9 18:16 ..\r\n", + "-rw-rw-r-- 1 magus magus 1885664 Sep 17 20:47 applied_forces_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 1166093 Sep 17 20:47 blocks_0-4.h5\r\n", + "-rw-rw-r-- 1 magus magus 1168286 Sep 17 20:47 blocks_10-14.h5\r\n", + "-rw-rw-r-- 1 magus magus 936261 Sep 17 20:47 blocks_15-18.h5\r\n", + "-rw-rw-r-- 1 magus magus 1168108 Sep 17 20:47 blocks_5-9.h5\r\n", + "-rw-rw-r-- 1 magus magus 87099 Sep 17 20:47 forcekit_polymer_chains_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 6144 Sep 17 20:47 initArgs_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 173950 Sep 17 20:47 starting_conformation_0.h5\r\n" ] } ], @@ -286,19 +287,19 @@ { "data": { "text/plain": [ - "{'pos': array([[14.1185898 , 14.08142105, 14.11133212],\n", - " [13.9067495 , 13.00815703, 14.11441831],\n", - " [13.91587822, 13.04621464, 13.06495357],\n", + "{'pos': array([[13.92872662, 14.30501468, 13.9879018 ],\n", + " [13.88082976, 13.91049405, 14.86606007],\n", + " [14.2465147 , 13.91489786, 15.91811581],\n", " ...,\n", - " [13.91846759, 14.91022359, 11.86302418],\n", - " [13.92757847, 14.05776784, 12.16387338],\n", - " [14.05209994, 13.88706657, 13.12895174]]),\n", + " [16.01453293, 14.94851749, 13.88651205],\n", + " [15.21310979, 14.87876917, 14.25603512],\n", + " [14.95730028, 13.93170112, 14.09991193]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 0,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 8.174695453915032,\n", - " 'potentialEnergy': 3.8907345893839214,\n", - " 'time': 0.8913316056136252}" + " 'kineticEnergy': 8.258996294708268,\n", + " 'potentialEnergy': 4.015864241134027,\n", + " 'time': 0.8868261619465415}" ] }, "execution_count": 6, @@ -325,13 +326,13 @@ { "data": { "text/plain": [ - "array([[14.1185898 , 14.08142105, 14.11133212],\n", - " [13.9067495 , 13.00815703, 14.11441831],\n", - " [13.91587822, 13.04621464, 13.06495357],\n", + "array([[13.92872662, 14.30501468, 13.9879018 ],\n", + " [13.88082976, 13.91049405, 14.86606007],\n", + " [14.2465147 , 13.91489786, 15.91811581],\n", " ...,\n", - " [13.91846759, 14.91022359, 11.86302418],\n", - " [13.92757847, 14.05776784, 12.16387338],\n", - " [14.05209994, 13.88706657, 13.12895174]])" + " [16.01453293, 14.94851749, 13.88651205],\n", + " [15.21310979, 14.87876917, 14.25603512],\n", + " [14.95730028, 13.93170112, 14.09991193]])" ] }, "execution_count": 7, @@ -354,13 +355,13 @@ { "data": { "text/plain": [ - "array([[14.13152098, 13.97746709, 14.18465011],\n", - " [13.8159405 , 13.174006 , 14.07154628],\n", - " [13.84242817, 12.83071307, 13.3394161 ],\n", + "array([[13.89240163, 14.43349074, 14.07816978],\n", + " [13.92001508, 13.92913682, 15.04001622],\n", + " [14.19731144, 13.95825337, 15.92442074],\n", " ...,\n", - " [13.86990237, 14.98095719, 11.93444444],\n", - " [13.88690262, 13.93250666, 12.26892967],\n", - " [14.09158823, 13.85750521, 13.24491864]])" + " [16.148304 , 14.92069253, 13.80141277],\n", + " [15.18835065, 14.80135663, 14.39369537],\n", + " [14.92729786, 13.86091507, 14.1049495 ]])" ] }, "execution_count": 8, @@ -385,19 +386,19 @@ { "data": { "text/plain": [ - "{'pos': array([[14.13152098, 13.97746709, 14.18465011],\n", - " [13.8159405 , 13.174006 , 14.07154628],\n", - " [13.84242817, 12.83071307, 13.3394161 ],\n", + "{'pos': array([[13.89240163, 14.43349074, 14.07816978],\n", + " [13.92001508, 13.92913682, 15.04001622],\n", + " [14.19731144, 13.95825337, 15.92442074],\n", " ...,\n", - " [13.86990237, 14.98095719, 11.93444444],\n", - " [13.88690262, 13.93250666, 12.26892967],\n", - " [14.09158823, 13.85750521, 13.24491864]]),\n", + " [16.148304 , 14.92069253, 13.80141277],\n", + " [15.18835065, 14.80135663, 14.39369537],\n", + " [14.92729786, 13.86091507, 14.1049495 ]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 2,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 7.7583514090816745,\n", - " 'potentialEnergy': 4.880609134027227,\n", - " 'time': 1.3670218631268902}" + " 'kineticEnergy': 7.767045676381949,\n", + " 'potentialEnergy': 5.089245094747093,\n", + " 'time': 1.360058105409706}" ] }, "execution_count": 9, @@ -480,7 +481,7 @@ "[('pos', ), ('spam', )]\n", "\n", " looking at block 15 attrs\n", - "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 6.846841981131021), ('potentialEnergy', 5.512001427734138), ('time', 4.24118690568341)]\n", + "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 7.036596556891014), ('potentialEnergy', 5.547205621113397), ('time', 4.226048398084553)]\n", "Note that blocks in simulation and in a reporter are syncronized for a simple simulation when you're saving every block starting right away\n" ] } @@ -515,6 +516,38 @@ " \"when you're saving every block starting right away\")\n" ] }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'angles': array([[ 0, 1, 2],\n", + " [ 1, 2, 3],\n", + " [ 2, 3, 4],\n", + " ...,\n", + " [9995, 9996, 9997],\n", + " [9996, 9997, 9998],\n", + " [9997, 9998, 9999]]), 'bonds': array([[ 0, 1],\n", + " [ 1, 2],\n", + " [ 2, 3],\n", + " ...,\n", + " [9996, 9997],\n", + " [9997, 9998],\n", + " [9998, 9999]]), 'chains': array([[ 0, 10000, 0]])}" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "load_hdf5_file(\"test/forcekit_polymer_chains_0.h5\")" + ] + }, { "cell_type": "code", "execution_count": null, @@ -539,7 +572,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.7.3" } }, "nbformat": 4, From fa939f19675f81275b5c62c36bc15a7e3fa82791 Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Thu, 19 Sep 2019 08:45:13 -0400 Subject: [PATCH 07/23] Bugfix in pull_force --- polychrom/forces.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index c198f6e..7bcc4c1 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -564,7 +564,6 @@ def tether_particles( return force - def pull_force( sim_object, particles, @@ -577,20 +576,19 @@ def pull_force( if there are fewer forces than particles forces are padded with forces[-1] """ force = openmm.CustomExternalForce( - "x * fx + y * fy + z * fz") + "- x * fx - y * fy - z * fz") force.name = name force.addPerParticleParameter("fx") force.addPerParticleParameter("fy") force.addPerParticleParameter("fz") - for num, force_vec in itertools.zip_longest(particles, force_vecs, fillvalue=forces[-1]): + for num, force_vec in itertools.zip_longest(particles, force_vecs, fillvalue=force_vecs[-1]): force_vec = [float(f) * (sim_object.kT / sim_object.conlen) for f in force_vec] force.addParticle(num, force_vec) return force - def grosberg_polymer_bonds(sim_object, bonds, k=30, From c9857d194273f0b8b01ec3de65e4dfb84695c424 Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Mon, 23 Sep 2019 17:33:34 -0400 Subject: [PATCH 08/23] correct typo --- polychrom/simulation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/polychrom/simulation.py b/polychrom/simulation.py index f7f8aad..3cc1743 100644 --- a/polychrom/simulation.py +++ b/polychrom/simulation.py @@ -182,7 +182,7 @@ def __init__(self, **kwargs): elif self.integrator_type.lower() == 'brownian': self.integrator = openmm.BrownianIntegrator(self.temperature, - kwarg["collision_rate"] * (1 / ps), kwargs["timestep"]) + kwargs["collision_rate"] * (1 / ps), kwargs["timestep"]) else: logging.info( 'Using the provided integrator object' From 0d2b808afaf13c3aaecbd163859c37cad5e7d941 Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Wed, 25 Sep 2019 09:06:22 -0400 Subject: [PATCH 09/23] add missing units for timestep in Brownian integrator --- polychrom/simulation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/polychrom/simulation.py b/polychrom/simulation.py index 3cc1743..c07752c 100644 --- a/polychrom/simulation.py +++ b/polychrom/simulation.py @@ -182,7 +182,7 @@ def __init__(self, **kwargs): elif self.integrator_type.lower() == 'brownian': self.integrator = openmm.BrownianIntegrator(self.temperature, - kwargs["collision_rate"] * (1 / ps), kwargs["timestep"]) + kwargs["collision_rate"] * (1 / ps), kwargs["timestep"]* fs) else: logging.info( 'Using the provided integrator object' From 70edcbc86bb5d4f3d62ed4b43c6b6d9500e7cc1c Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Wed, 25 Sep 2019 10:57:19 -0400 Subject: [PATCH 10/23] add forces 'Compartment_SSW' and 'LaminaAttraction' --- polychrom/forces.py | 196 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 196 insertions(+) diff --git a/polychrom/forces.py b/polychrom/forces.py index 7bcc4c1..c738360 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -410,6 +410,202 @@ def selective_SSW(sim_object, return force +def Compartment_SSW(sim_object, + compartmentInteractions, + compartmentIDs, + extraHardParticlesIdxs, + repulsionEnergy=3.0, + repulsionRadius=1., + attractionEnergy=3.0, + attractionRadius=1.5, + selectiveRepulsionEnergy=20.0, + selectiveAttractionEnergy=1.0, + name='Compartment_SSW'): + """ + A version of smooth square well potential that enables the use of up to 5 + compartments with arbitrary interaction energies. + + This is a simple and fast polynomial force that looks like a smoothed + version of the square-well potential. The energy equals `repulsionEnergy` + around r=0, stays flat until 0.6-0.7, then drops to zero together + with its first derivative at r=1.0. After that it drop down to + `attractionEnergy` and gets back to zero at r=`attractionRadius`. + + The energy function is based on polynomials of 12th power. Both the + function and its first derivative is continuous everywhere within its + domain and they both get to zero at the boundary. + + This is a tunable version of SSW: + a) You can give compartmentIDs (e.g. 0, 1, 2 for A, B, C; up to five total) + and interaction strengths between these compartments. The corresponding entry in + compartmentInteractions is multiplied by selectiveAttractionEnergy to give the actual + (additional) depth of the potential well. + b) You can select a subset of particles and make them "extra hard". + + Parameters + ---------- + + compartmentInteractions: 5x5 np.array (or smaller) + the interaction strenghts between the different compartment types. + Only upper triangular values are used. If smaller than 5x5 (e.g. + because we only have A and B compartments) will be padded with zeros. + compartmentIDs: list of int or np.array + the compartment ID for each particle, starting at 0 + extraHardParticlesIdxs : list of int + the list of indices of the "extra hard" particles. The extra hard + particles repel all other particles with extra + `selectiveRepulsionEnergy` + repulsionEnergy: float + the heigth of the repulsive part of the potential. + E(0) = `repulsionEnergy` + repulsionRadius: float + the radius of the repulsive part of the potential. + E(`repulsionRadius`) = 0, + E'(`repulsionRadius`) = 0 + attractionEnergy: float + the depth of the attractive part of the potential. + E(`repulsionRadius`/2 + `attractionRadius`/2) = `attractionEnergy` + attractionRadius: float + the maximal range of the attractive part of the potential. + selectiveRepulsionEnergy: float + the EXTRA repulsion energy applied to the "extra hard" particles + selectiveAttractionEnergy: float + prefactor for the compartment attractions. + """ + + energy = ( + "step(REPsigma - r) * Erep + step(r - REPsigma) * Eattr;" + "" + "Erep = rsc12 * (rsc2 - 1.0) * REPeTot / emin12 + REPeTot;" # + ESlide;" + "REPeTot = REPe + (ExtraHard1 + ExtraHard2) * REPeAdd;" + "rsc12 = rsc4 * rsc4 * rsc4;" + "rsc4 = rsc2 * rsc2;" + "rsc2 = rsc * rsc;" + "rsc = r / REPsigma * rmin12;" + "" + "Eattr = - rshft12 * (rshft2 - 1.0) * ATTReTot / emin12 - ATTReTot;" + "ATTReTot = ATTRe + ATTReAdd*(delta(type1-0)*delta(type2-0)*COMP00" + "+delta(type1-0)*delta(type2-1)*COMP01" + "+delta(type1-0)*delta(type2-2)*COMP02" + "+delta(type1-0)*delta(type2-3)*COMP03" + "+delta(type1-0)*delta(type2-4)*COMP04" + "+delta(type1-1)*delta(type2-1)*COMP11" + "+delta(type1-1)*delta(type2-2)*COMP12" + "+delta(type1-1)*delta(type2-3)*COMP13" + "+delta(type1-1)*delta(type2-4)*COMP14" + "+delta(type1-2)*delta(type2-2)*COMP22" + "+delta(type1-2)*delta(type2-3)*COMP23" + "+delta(type1-2)*delta(type2-4)*COMP24" + "+delta(type1-3)*delta(type2-3)*COMP33" + "+delta(type1-3)*delta(type2-4)*COMP34" + "+delta(type1-4)*delta(type2-4)*COMP44);" + "rshft12 = rshft4 * rshft4 * rshft4;" + "rshft4 = rshft2 * rshft2;" + "rshft2 = rshft * rshft;" + "rshft = (r - REPsigma - ATTRdelta) / ATTRdelta * rmin12;" + "" + ) + + if selectiveRepulsionEnergy == float('inf'): + energy += ( + "REPeAdd = 4 * ((REPsigma / (2.0^(1.0/6.0)) / r)^12 - (REPsigma / (2.0^(1.0/6.0)) / r)^6) + 1;" + ) + + force = openmm.CustomNonbondedForce(energy) + force.name = name + + force.setCutoffDistance(attractionRadius * sim_object.conlen) + + force.addGlobalParameter('REPe', repulsionEnergy * sim_object.kT) + if selectiveRepulsionEnergy != float('inf'): + force.addGlobalParameter('REPeAdd', selectiveRepulsionEnergy * sim_object.kT) + force.addGlobalParameter('REPsigma', repulsionRadius * sim_object.conlen) + + force.addGlobalParameter('ATTRe', attractionEnergy * sim_object.kT) + force.addGlobalParameter('ATTReAdd', selectiveAttractionEnergy * sim_object.kT) + force.addGlobalParameter('ATTRdelta', + sim_object.conlen * (attractionRadius - repulsionRadius) / 2.0) + + # Coefficients for x^12*(x*x-1) + force.addGlobalParameter('emin12', 46656.0 / 823543.0) + force.addGlobalParameter('rmin12', np.sqrt(6.0 / 7.0)) + + compartmentInteractions = np.pad(compartmentInteractions, + ((0, max(0, 5-compartmentInteractions.shape[0])), (0, max(0, 5-compartmentInteractions.shape[1]))), + mode='constant', constant_values=0) + force.addGlobalParameter('COMP00', compartmentInteractions[0, 0]) + force.addGlobalParameter('COMP01', compartmentInteractions[0, 1]) + force.addGlobalParameter('COMP02', compartmentInteractions[0, 2]) + force.addGlobalParameter('COMP03', compartmentInteractions[0, 3]) + force.addGlobalParameter('COMP04', compartmentInteractions[0, 4]) + force.addGlobalParameter('COMP11', compartmentInteractions[1, 1]) + force.addGlobalParameter('COMP12', compartmentInteractions[1, 2]) + force.addGlobalParameter('COMP13', compartmentInteractions[1, 3]) + force.addGlobalParameter('COMP14', compartmentInteractions[1, 4]) + force.addGlobalParameter('COMP22', compartmentInteractions[2, 2]) + force.addGlobalParameter('COMP23', compartmentInteractions[2, 3]) + force.addGlobalParameter('COMP24', compartmentInteractions[2, 4]) + force.addGlobalParameter('COMP33', compartmentInteractions[3, 3]) + force.addGlobalParameter('COMP34', compartmentInteractions[3, 4]) + force.addGlobalParameter('COMP44', compartmentInteractions[4, 4]) + + force.addPerParticleParameter("type") + force.addPerParticleParameter("ExtraHard") + + _prepend_force_name_to_params(force) + + for i in range(sim_object.N): + force.addParticle( + (float(compartmentIDs[i]), + float(i in extraHardParticlesIdxs))) + + return force + +def LaminaAttraction(sim_object, particles, r, center=[0, 0, 0], width=1, depth=1, name="Lamina_attraction"): + """ + Attraction to the lamina. + + Parameters + ---------- + + particles : list of int or np.array + indices of particles that are attracted + r : float + Radius of the nucleus + center : vector, optional + center position of the lamina. This parameter is useful when confining + chromosomes to their territory. + width : float, optional + Width of attractive layer next to the lamina, nm. + depth : float, optional + Depth of attractive potential in kT + NOTE: switched sign from openmm-polymer, because it was confusing. Now + this parameter is really the depth of the well, i.e. positive = + attractive, negative = repulsive + """ + + # NOTE: like this, the force just pushes outward agains the lamina. The + # confinement should be done with spherical confinement + force = openmm.CustomExternalForce( + "step(d + 1)*step(-d)*LAMdepth*cos(3.1415926536*d)/2 + 0.5;" + "d = (sqrt((x-LAMx)^2 + (y-LAMy)^2 + (z-LAMz)^2) - LAMradius) / LAMwidth" + ) + force.name = name + + force.addGlobalParameter("LAMradius", r * sim_object.conlen) + force.addGlobalParameter("LAMwidth", width * sim_object.conlen) + force.addGlobalParameter("LAMdepth", -depth * sim_object.kT) + force.addGlobalParameter("LAMx", center[0] * sim_object.conlen) + force.addGlobalParameter("LAMy", center[1] * sim_object.conlen) + force.addGlobalParameter("LAMz", center[2] * sim_object.conlen) + + _prepend_force_name_to_params(force) + + # adding all the particles on which force acts + for i in particles: + force.addParticle(i, []) + + return force def cylindrical_confinement( sim_object, From 0119783793232727e44d04db60b9d647ff7c75d0 Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Fri, 27 Sep 2019 15:35:22 -0400 Subject: [PATCH 11/23] bugfix in laminaAttraction force --- polychrom/forces.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index c738360..834df02 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -584,17 +584,15 @@ def LaminaAttraction(sim_object, particles, r, center=[0, 0, 0], width=1, depth= attractive, negative = repulsive """ - # NOTE: like this, the force just pushes outward agains the lamina. The - # confinement should be done with spherical confinement force = openmm.CustomExternalForce( - "step(d + 1)*step(-d)*LAMdepth*cos(3.1415926536*d)/2 + 0.5;" + "-step(1+d)*step(1-d)*LAMdepth*cos(3.1415926536*d)/2 + 0.5;" "d = (sqrt((x-LAMx)^2 + (y-LAMy)^2 + (z-LAMz)^2) - LAMradius) / LAMwidth" ) force.name = name force.addGlobalParameter("LAMradius", r * sim_object.conlen) force.addGlobalParameter("LAMwidth", width * sim_object.conlen) - force.addGlobalParameter("LAMdepth", -depth * sim_object.kT) + force.addGlobalParameter("LAMdepth", depth * sim_object.kT) force.addGlobalParameter("LAMx", center[0] * sim_object.conlen) force.addGlobalParameter("LAMy", center[1] * sim_object.conlen) force.addGlobalParameter("LAMz", center[2] * sim_object.conlen) From 5cfc312252a7158a4c88eaeef92b1fc4116e6ab4 Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Mon, 30 Sep 2019 12:34:23 -0400 Subject: [PATCH 12/23] added save_hdf5_file option to hdf5_format --- examples/storage_formats/hdf5_reporter.ipynb | 133 ++++++++++--------- polychrom/hdf5_format.py | 12 +- 2 files changed, 78 insertions(+), 67 deletions(-) diff --git a/examples/storage_formats/hdf5_reporter.ipynb b/examples/storage_formats/hdf5_reporter.ipynb index 26829c7..d5f51e4 100644 --- a/examples/storage_formats/hdf5_reporter.ipynb +++ b/examples/storage_formats/hdf5_reporter.ipynb @@ -99,7 +99,7 @@ "metadata": {}, "outputs": [], "source": [ - "from polychrom.hdf5_format import HDF5Reporter, list_URIs, load_URI, load_hdf5_file" + "from polychrom.hdf5_format import HDF5Reporter, list_URIs, load_URI, load_hdf5_file, save_HDF5" ] }, { @@ -142,26 +142,26 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:root:Particles loaded. Potential energy is 0.050563\n", - "INFO:root:block 0 pos[1]=[13.9 14.3 14.0] dr=0.21 t=0.9ps kin=8.26 pot=4.02 Rg=10.988 dt=24.0fs dx=15.42pm \n", - "INFO:root:block 1 pos[1]=[13.9 14.4 14.0] dr=0.17 t=1.2ps kin=3.87 pot=8.94 Rg=10.989 dt=20.5fs dx=9.01pm \n", - "INFO:root:block 2 pos[1]=[13.9 14.4 14.1] dr=0.09 t=1.4ps kin=7.77 pot=5.09 Rg=10.991 dt=24.5fs dx=15.25pm \n", - "INFO:root:block 3 pos[1]=[13.9 14.4 14.3] dr=0.14 t=1.6ps kin=6.36 pot=6.51 Rg=10.995 dt=22.2fs dx=12.49pm \n", - "INFO:root:block 4 pos[1]=[13.8 14.5 14.3] dr=0.11 t=1.8ps kin=6.76 pot=6.09 Rg=11.000 dt=21.9fs dx=12.71pm \n", - "INFO:root:block 5 pos[1]=[13.8 14.8 14.2] dr=0.12 t=2.0ps kin=6.90 pot=5.92 Rg=11.004 dt=21.9fs dx=12.85pm \n", - "INFO:root:block 6 pos[1]=[13.8 14.9 14.2] dr=0.12 t=2.3ps kin=6.84 pot=5.97 Rg=11.009 dt=21.9fs dx=12.79pm \n", - "INFO:root:block 7 pos[1]=[13.8 14.8 14.3] dr=0.12 t=2.5ps kin=7.31 pot=5.46 Rg=11.015 dt=21.9fs dx=13.22pm \n", - "INFO:root:block 8 pos[1]=[13.8 14.7 14.3] dr=0.12 t=2.7ps kin=6.59 pot=6.16 Rg=11.021 dt=21.9fs dx=12.56pm \n", - "INFO:root:block 9 pos[1]=[13.7 14.8 14.3] dr=0.12 t=2.9ps kin=7.26 pot=5.47 Rg=11.028 dt=21.9fs dx=13.18pm \n", - "INFO:root:block 10 pos[1]=[13.7 15.0 14.1] dr=0.12 t=3.1ps kin=6.75 pot=5.96 Rg=11.035 dt=21.9fs dx=12.70pm \n", - "INFO:root:block 11 pos[1]=[13.7 15.0 14.0] dr=0.12 t=3.4ps kin=7.02 pot=5.66 Rg=11.044 dt=21.9fs dx=12.95pm \n", - "INFO:root:block 12 pos[1]=[13.7 15.0 14.0] dr=0.12 t=3.6ps kin=6.95 pot=5.71 Rg=11.053 dt=21.9fs dx=12.89pm \n", - "INFO:root:block 13 pos[1]=[13.7 15.0 14.0] dr=0.12 t=3.8ps kin=7.03 pot=5.60 Rg=11.062 dt=21.9fs dx=12.97pm \n", - "INFO:root:block 14 pos[1]=[13.7 15.0 13.8] dr=0.12 t=4.0ps kin=6.83 pot=5.77 Rg=11.072 dt=21.9fs dx=12.79pm \n", - "INFO:root:block 15 pos[1]=[13.7 15.0 13.8] dr=0.12 t=4.2ps kin=7.04 pot=5.55 Rg=11.083 dt=21.9fs dx=12.97pm \n", - "INFO:root:block 16 pos[1]=[13.8 15.0 13.8] dr=0.12 t=4.4ps kin=7.05 pot=5.50 Rg=11.095 dt=21.9fs dx=12.99pm \n", - "INFO:root:block 17 pos[1]=[13.9 14.9 13.9] dr=0.12 t=4.7ps kin=6.94 pot=5.60 Rg=11.107 dt=21.9fs dx=12.88pm \n", - "INFO:root:block 18 pos[1]=[13.9 14.9 13.9] dr=0.12 t=4.9ps kin=6.99 pot=5.52 Rg=11.120 dt=21.9fs dx=12.93pm \n" + "INFO:root:Particles loaded. Potential energy is 0.050767\n", + "INFO:root:block 0 pos[1]=[14.1 13.9 13.9] dr=0.21 t=0.9ps kin=8.26 pot=4.04 Rg=11.034 dt=24.0fs dx=15.40pm \n", + "INFO:root:block 1 pos[1]=[14.1 13.9 14.1] dr=0.17 t=1.2ps kin=3.90 pot=8.95 Rg=11.034 dt=20.5fs dx=9.05pm \n", + "INFO:root:block 2 pos[1]=[14.2 13.9 14.2] dr=0.09 t=1.4ps kin=7.83 pot=5.07 Rg=11.036 dt=24.5fs dx=15.30pm \n", + "INFO:root:block 3 pos[1]=[14.2 13.8 14.2] dr=0.14 t=1.6ps kin=6.33 pot=6.59 Rg=11.040 dt=22.1fs dx=12.44pm \n", + "INFO:root:block 4 pos[1]=[14.3 13.8 14.2] dr=0.11 t=1.8ps kin=6.84 pot=6.05 Rg=11.044 dt=21.8fs dx=12.75pm \n", + "INFO:root:block 5 pos[1]=[14.4 13.7 14.1] dr=0.12 t=2.0ps kin=6.93 pot=5.93 Rg=11.048 dt=21.8fs dx=12.84pm \n", + "INFO:root:block 6 pos[1]=[14.4 13.7 14.1] dr=0.12 t=2.3ps kin=6.84 pot=6.00 Rg=11.053 dt=21.8fs dx=12.75pm \n", + "INFO:root:block 7 pos[1]=[14.4 13.7 14.2] dr=0.12 t=2.5ps kin=7.38 pot=5.43 Rg=11.058 dt=21.8fs dx=13.25pm \n", + "INFO:root:block 8 pos[1]=[14.4 13.7 14.3] dr=0.12 t=2.7ps kin=6.73 pot=6.05 Rg=11.064 dt=21.8fs dx=12.65pm \n", + "INFO:root:block 9 pos[1]=[14.4 13.7 14.3] dr=0.12 t=2.9ps kin=7.27 pot=5.48 Rg=11.071 dt=21.8fs dx=13.15pm \n", + "INFO:root:block 10 pos[1]=[14.5 13.7 14.2] dr=0.12 t=3.1ps kin=6.83 pot=5.90 Rg=11.079 dt=21.8fs dx=12.74pm \n", + "INFO:root:block 11 pos[1]=[14.6 13.7 14.2] dr=0.12 t=3.3ps kin=7.09 pot=5.61 Rg=11.087 dt=21.8fs dx=12.99pm \n", + "INFO:root:block 12 pos[1]=[14.5 13.7 14.3] dr=0.12 t=3.6ps kin=6.98 pot=5.71 Rg=11.095 dt=21.8fs dx=12.88pm \n", + "INFO:root:block 13 pos[1]=[14.5 13.7 14.4] dr=0.12 t=3.8ps kin=7.14 pot=5.51 Rg=11.104 dt=21.8fs dx=13.03pm \n", + "INFO:root:block 14 pos[1]=[14.6 13.7 14.3] dr=0.12 t=4.0ps kin=6.98 pot=5.65 Rg=11.114 dt=21.8fs dx=12.88pm \n", + "INFO:root:block 15 pos[1]=[14.6 13.6 14.3] dr=0.12 t=4.2ps kin=7.03 pot=5.58 Rg=11.124 dt=21.8fs dx=12.92pm \n", + "INFO:root:block 16 pos[1]=[14.6 13.6 14.3] dr=0.12 t=4.4ps kin=7.06 pot=5.52 Rg=11.135 dt=21.8fs dx=12.96pm \n", + "INFO:root:block 17 pos[1]=[14.6 13.6 14.3] dr=0.12 t=4.7ps kin=6.97 pot=5.58 Rg=11.147 dt=21.8fs dx=12.88pm \n", + "INFO:root:block 18 pos[1]=[14.6 13.5 14.3] dr=0.12 t=4.9ps kin=7.13 pot=5.40 Rg=11.159 dt=21.8fs dx=13.02pm \n" ] } ], @@ -222,17 +222,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "total 6464\r\n", - "drwxrwxr-x 2 magus magus 4096 Sep 17 20:47 .\r\n", - "drwxrwxr-x 5 magus magus 4096 Sep 9 18:16 ..\r\n", - "-rw-rw-r-- 1 magus magus 1885664 Sep 17 20:47 applied_forces_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 1166093 Sep 17 20:47 blocks_0-4.h5\r\n", - "-rw-rw-r-- 1 magus magus 1168286 Sep 17 20:47 blocks_10-14.h5\r\n", - "-rw-rw-r-- 1 magus magus 936261 Sep 17 20:47 blocks_15-18.h5\r\n", - "-rw-rw-r-- 1 magus magus 1168108 Sep 17 20:47 blocks_5-9.h5\r\n", - "-rw-rw-r-- 1 magus magus 87099 Sep 17 20:47 forcekit_polymer_chains_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 6144 Sep 17 20:47 initArgs_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 173950 Sep 17 20:47 starting_conformation_0.h5\r\n" + "total 6468\r\n", + "drwxrwxr-x 2 magus magus 4096 Sep 30 12:31 .\r\n", + "drwxrwxr-x 5 magus magus 4096 Sep 17 20:48 ..\r\n", + "-rw-rw-r-- 1 magus magus 1885664 Sep 30 12:31 applied_forces_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 1167371 Sep 30 12:31 blocks_0-4.h5\r\n", + "-rw-rw-r-- 1 magus magus 1169638 Sep 30 12:31 blocks_10-14.h5\r\n", + "-rw-rw-r-- 1 magus magus 937348 Sep 30 12:31 blocks_15-18.h5\r\n", + "-rw-rw-r-- 1 magus magus 1169249 Sep 30 12:31 blocks_5-9.h5\r\n", + "-rw-rw-r-- 1 magus magus 87099 Sep 30 12:31 forcekit_polymer_chains_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 6144 Sep 30 12:31 initArgs_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 174363 Sep 30 12:31 starting_conformation_0.h5\r\n" ] } ], @@ -287,19 +287,19 @@ { "data": { "text/plain": [ - "{'pos': array([[13.92872662, 14.30501468, 13.9879018 ],\n", - " [13.88082976, 13.91049405, 14.86606007],\n", - " [14.2465147 , 13.91489786, 15.91811581],\n", + "{'pos': array([[14.14592404, 13.94184907, 13.87568873],\n", + " [14.00227788, 13.93340152, 15.05761543],\n", + " [14.04819982, 13.82761194, 16.12706331],\n", " ...,\n", - " [16.01453293, 14.94851749, 13.88651205],\n", - " [15.21310979, 14.87876917, 14.25603512],\n", - " [14.95730028, 13.93170112, 14.09991193]]),\n", + " [15.11464134, 14.00019674, 13.93697051],\n", + " [14.97401992, 14.786688 , 14.12829606],\n", + " [14.02787699, 14.74857855, 13.80131546]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 0,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 8.258996294708268,\n", - " 'potentialEnergy': 4.015864241134027,\n", - " 'time': 0.8868261619465415}" + " 'kineticEnergy': 8.258749166875909,\n", + " 'potentialEnergy': 4.044577823272814,\n", + " 'time': 0.8835042437057352}" ] }, "execution_count": 6, @@ -326,13 +326,13 @@ { "data": { "text/plain": [ - "array([[13.92872662, 14.30501468, 13.9879018 ],\n", - " [13.88082976, 13.91049405, 14.86606007],\n", - " [14.2465147 , 13.91489786, 15.91811581],\n", + "array([[14.14592404, 13.94184907, 13.87568873],\n", + " [14.00227788, 13.93340152, 15.05761543],\n", + " [14.04819982, 13.82761194, 16.12706331],\n", " ...,\n", - " [16.01453293, 14.94851749, 13.88651205],\n", - " [15.21310979, 14.87876917, 14.25603512],\n", - " [14.95730028, 13.93170112, 14.09991193]])" + " [15.11464134, 14.00019674, 13.93697051],\n", + " [14.97401992, 14.786688 , 14.12829606],\n", + " [14.02787699, 14.74857855, 13.80131546]])" ] }, "execution_count": 7, @@ -355,13 +355,13 @@ { "data": { "text/plain": [ - "array([[13.89240163, 14.43349074, 14.07816978],\n", - " [13.92001508, 13.92913682, 15.04001622],\n", - " [14.19731144, 13.95825337, 15.92442074],\n", + "array([[14.17245461, 13.88647298, 14.1835577 ],\n", + " [13.99286879, 13.8355305 , 15.05446659],\n", + " [14.01327222, 13.76026103, 15.88000828],\n", " ...,\n", - " [16.148304 , 14.92069253, 13.80141277],\n", - " [15.18835065, 14.80135663, 14.39369537],\n", - " [14.92729786, 13.86091507, 14.1049495 ]])" + " [15.21652506, 13.81605945, 13.84078883],\n", + " [14.90145939, 14.92274345, 14.19161093],\n", + " [14.0596083 , 14.65109831, 13.73237426]])" ] }, "execution_count": 8, @@ -386,19 +386,19 @@ { "data": { "text/plain": [ - "{'pos': array([[13.89240163, 14.43349074, 14.07816978],\n", - " [13.92001508, 13.92913682, 15.04001622],\n", - " [14.19731144, 13.95825337, 15.92442074],\n", + "{'pos': array([[14.17245461, 13.88647298, 14.1835577 ],\n", + " [13.99286879, 13.8355305 , 15.05446659],\n", + " [14.01327222, 13.76026103, 15.88000828],\n", " ...,\n", - " [16.148304 , 14.92069253, 13.80141277],\n", - " [15.18835065, 14.80135663, 14.39369537],\n", - " [14.92729786, 13.86091507, 14.1049495 ]]),\n", + " [15.21652506, 13.81605945, 13.84078883],\n", + " [14.90145939, 14.92274345, 14.19161093],\n", + " [14.0596083 , 14.65109831, 13.73237426]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 2,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 7.767045676381949,\n", - " 'potentialEnergy': 5.089245094747093,\n", - " 'time': 1.360058105409706}" + " 'kineticEnergy': 7.830445961286002,\n", + " 'potentialEnergy': 5.068496687085236,\n", + " 'time': 1.3575170212220573}" ] }, "execution_count": 9, @@ -481,7 +481,7 @@ "[('pos', ), ('spam', )]\n", "\n", " looking at block 15 attrs\n", - "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 7.036596556891014), ('potentialEnergy', 5.547205621113397), ('time', 4.226048398084553)]\n", + "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 7.026386609578827), ('potentialEnergy', 5.58127855916762), ('time', 4.21556054157144)]\n", "Note that blocks in simulation and in a reporter are syncronized for a simple simulation when you're saving every block starting right away\n" ] } @@ -550,10 +550,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "# Now we are just saving an array to an HDF5 file with a save_hdf5_file method \n", + "save_HDF5({\"a\":\"eggs\", \"b\":\"spam\", \"bacon\":[1,2,3]})" + ] } ], "metadata": { diff --git a/polychrom/hdf5_format.py b/polychrom/hdf5_format.py index 1e3e1bb..986135a 100644 --- a/polychrom/hdf5_format.py +++ b/polychrom/hdf5_format.py @@ -43,7 +43,7 @@ def _convert_to_hdf5_array(data): -def _write_group(dataDict, group, dset_opts={}): +def _write_group(dataDict, group, dset_opts={"compression":"gzip"}): """ Writes a dictionary of elements to an HDF5 group Puts all "items" into attrs, and all ndarrays into datasets @@ -63,7 +63,7 @@ def _write_group(dataDict, group, dset_opts={}): raise ValueError("Unknown datatype") - + def list_URIs(folder, readError=True): """ @@ -104,6 +104,14 @@ def load_URI(dset_path): fname, group = dset_path.split("::") with h5py.File(fname, mode='r') as myfile: return _read_h5_group(myfile[group]) + +def save_hdf5_file(filename, data_dict, dset_opts={"compression":"gzip"}): + """ + Saves data_dict to filename + """ + with h5py.File(filename) as file: + _write_group(data_dict, file, dset_opts=dset_opts) + def load_hdf5_file(fname): """ From cae07c52ee034c5ee91580fe0fc6ecd7a7999e97 Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Tue, 1 Oct 2019 14:37:21 -0400 Subject: [PATCH 13/23] added continue option for reporter --- examples/storage_formats/hdf5_reporter.ipynb | 243 ++++++++++++------- polychrom/hdf5_format.py | 168 +++++++++++-- 2 files changed, 306 insertions(+), 105 deletions(-) diff --git a/examples/storage_formats/hdf5_reporter.ipynb b/examples/storage_formats/hdf5_reporter.ipynb index d5f51e4..6c06d40 100644 --- a/examples/storage_formats/hdf5_reporter.ipynb +++ b/examples/storage_formats/hdf5_reporter.ipynb @@ -99,7 +99,7 @@ "metadata": {}, "outputs": [], "source": [ - "from polychrom.hdf5_format import HDF5Reporter, list_URIs, load_URI, load_hdf5_file, save_HDF5" + "from polychrom.hdf5_format import HDF5Reporter, list_URIs, load_URI, load_hdf5_file, save_hdf5_file" ] }, { @@ -135,39 +135,39 @@ "output_type": "stream", "text": [ "Exclude neighbouring chain particles from polynomial_repulsive\n", - "Number of exceptions: 9999\n" + "Number of exceptions: 999\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:root:Particles loaded. Potential energy is 0.050767\n", - "INFO:root:block 0 pos[1]=[14.1 13.9 13.9] dr=0.21 t=0.9ps kin=8.26 pot=4.04 Rg=11.034 dt=24.0fs dx=15.40pm \n", - "INFO:root:block 1 pos[1]=[14.1 13.9 14.1] dr=0.17 t=1.2ps kin=3.90 pot=8.95 Rg=11.034 dt=20.5fs dx=9.05pm \n", - "INFO:root:block 2 pos[1]=[14.2 13.9 14.2] dr=0.09 t=1.4ps kin=7.83 pot=5.07 Rg=11.036 dt=24.5fs dx=15.30pm \n", - "INFO:root:block 3 pos[1]=[14.2 13.8 14.2] dr=0.14 t=1.6ps kin=6.33 pot=6.59 Rg=11.040 dt=22.1fs dx=12.44pm \n", - "INFO:root:block 4 pos[1]=[14.3 13.8 14.2] dr=0.11 t=1.8ps kin=6.84 pot=6.05 Rg=11.044 dt=21.8fs dx=12.75pm \n", - "INFO:root:block 5 pos[1]=[14.4 13.7 14.1] dr=0.12 t=2.0ps kin=6.93 pot=5.93 Rg=11.048 dt=21.8fs dx=12.84pm \n", - "INFO:root:block 6 pos[1]=[14.4 13.7 14.1] dr=0.12 t=2.3ps kin=6.84 pot=6.00 Rg=11.053 dt=21.8fs dx=12.75pm \n", - "INFO:root:block 7 pos[1]=[14.4 13.7 14.2] dr=0.12 t=2.5ps kin=7.38 pot=5.43 Rg=11.058 dt=21.8fs dx=13.25pm \n", - "INFO:root:block 8 pos[1]=[14.4 13.7 14.3] dr=0.12 t=2.7ps kin=6.73 pot=6.05 Rg=11.064 dt=21.8fs dx=12.65pm \n", - "INFO:root:block 9 pos[1]=[14.4 13.7 14.3] dr=0.12 t=2.9ps kin=7.27 pot=5.48 Rg=11.071 dt=21.8fs dx=13.15pm \n", - "INFO:root:block 10 pos[1]=[14.5 13.7 14.2] dr=0.12 t=3.1ps kin=6.83 pot=5.90 Rg=11.079 dt=21.8fs dx=12.74pm \n", - "INFO:root:block 11 pos[1]=[14.6 13.7 14.2] dr=0.12 t=3.3ps kin=7.09 pot=5.61 Rg=11.087 dt=21.8fs dx=12.99pm \n", - "INFO:root:block 12 pos[1]=[14.5 13.7 14.3] dr=0.12 t=3.6ps kin=6.98 pot=5.71 Rg=11.095 dt=21.8fs dx=12.88pm \n", - "INFO:root:block 13 pos[1]=[14.5 13.7 14.4] dr=0.12 t=3.8ps kin=7.14 pot=5.51 Rg=11.104 dt=21.8fs dx=13.03pm \n", - "INFO:root:block 14 pos[1]=[14.6 13.7 14.3] dr=0.12 t=4.0ps kin=6.98 pot=5.65 Rg=11.114 dt=21.8fs dx=12.88pm \n", - "INFO:root:block 15 pos[1]=[14.6 13.6 14.3] dr=0.12 t=4.2ps kin=7.03 pot=5.58 Rg=11.124 dt=21.8fs dx=12.92pm \n", - "INFO:root:block 16 pos[1]=[14.6 13.6 14.3] dr=0.12 t=4.4ps kin=7.06 pot=5.52 Rg=11.135 dt=21.8fs dx=12.96pm \n", - "INFO:root:block 17 pos[1]=[14.6 13.6 14.3] dr=0.12 t=4.7ps kin=6.97 pot=5.58 Rg=11.147 dt=21.8fs dx=12.88pm \n", - "INFO:root:block 18 pos[1]=[14.6 13.5 14.3] dr=0.12 t=4.9ps kin=7.13 pot=5.40 Rg=11.159 dt=21.8fs dx=13.02pm \n" + "INFO:root:Particles loaded. Potential energy is 0.050027\n", + "INFO:root:block 0 pos[1]=[13.9 13.9 14.2] dr=0.21 t=0.9ps kin=7.76 pot=3.37 Rg=5.569 dt=25.1fs dx=15.63pm \n", + "INFO:root:block 1 pos[1]=[13.7 13.9 14.2] dr=0.16 t=1.2ps kin=3.28 pot=8.40 Rg=5.568 dt=20.9fs dx=8.45pm \n", + "INFO:root:block 2 pos[1]=[13.7 13.9 14.2] dr=0.09 t=1.4ps kin=7.76 pot=3.95 Rg=5.570 dt=24.7fs dx=15.38pm \n", + "INFO:root:block 3 pos[1]=[13.8 13.9 14.3] dr=0.14 t=1.6ps kin=5.44 pot=6.29 Rg=5.576 dt=22.4fs dx=11.68pm \n", + "INFO:root:block 4 pos[1]=[13.7 13.9 14.3] dr=0.11 t=1.8ps kin=6.41 pot=5.29 Rg=5.583 dt=22.2fs dx=12.55pm \n", + "INFO:root:block 5 pos[1]=[13.6 14.0 14.3] dr=0.12 t=2.1ps kin=6.33 pot=5.34 Rg=5.589 dt=22.2fs dx=12.47pm \n", + "INFO:root:block 6 pos[1]=[13.6 14.0 14.2] dr=0.12 t=2.3ps kin=6.32 pot=5.32 Rg=5.597 dt=22.2fs dx=12.47pm \n", + "INFO:root:block 7 pos[1]=[13.7 14.1 14.2] dr=0.12 t=2.5ps kin=6.55 pot=5.06 Rg=5.606 dt=22.2fs dx=12.69pm \n", + "INFO:root:block 8 pos[1]=[13.8 14.1 14.2] dr=0.12 t=2.7ps kin=6.26 pot=5.33 Rg=5.616 dt=22.2fs dx=12.41pm \n", + "INFO:root:block 9 pos[1]=[13.7 14.2 14.1] dr=0.12 t=3.0ps kin=6.59 pot=4.98 Rg=5.626 dt=22.2fs dx=12.73pm \n", + "INFO:root:block 10 pos[1]=[13.6 14.2 14.1] dr=0.12 t=3.2ps kin=6.36 pot=5.19 Rg=5.638 dt=22.2fs dx=12.50pm \n", + "INFO:root:block 11 pos[1]=[13.7 14.2 14.0] dr=0.12 t=3.4ps kin=6.62 pot=4.90 Rg=5.650 dt=22.2fs dx=12.76pm \n", + "INFO:root:block 12 pos[1]=[13.8 14.2 13.9] dr=0.12 t=3.6ps kin=6.46 pot=5.03 Rg=5.664 dt=22.2fs dx=12.61pm \n", + "INFO:root:block 13 pos[1]=[13.8 14.2 13.9] dr=0.12 t=3.8ps kin=6.54 pot=4.94 Rg=5.678 dt=22.2fs dx=12.68pm \n", + "INFO:root:block 14 pos[1]=[13.7 14.2 13.8] dr=0.12 t=4.1ps kin=6.79 pot=4.66 Rg=5.693 dt=22.2fs dx=12.92pm \n", + "INFO:root:block 15 pos[1]=[13.7 14.1 13.8] dr=0.12 t=4.3ps kin=6.50 pot=4.92 Rg=5.710 dt=22.2fs dx=12.65pm \n", + "INFO:root:block 16 pos[1]=[13.8 14.1 13.6] dr=0.12 t=4.5ps kin=6.58 pot=4.81 Rg=5.727 dt=22.2fs dx=12.72pm \n", + "INFO:root:block 17 pos[1]=[13.8 14.1 13.6] dr=0.12 t=4.7ps kin=6.59 pot=4.78 Rg=5.745 dt=22.2fs dx=12.73pm \n", + "INFO:root:block 18 pos[1]=[13.7 14.1 13.6] dr=0.12 t=5.0ps kin=6.61 pot=4.71 Rg=5.762 dt=22.2fs dx=12.75pm \n" ] } ], "source": [ "%rm test/*\n", - "data = polychrom.starting_conformations.grow_cubic(10000,30)\n", + "data = polychrom.starting_conformations.grow_cubic(1000,30)\n", "\n", "\"\"\"\n", "Here we created a hdf5Reporter attached to a foler test, and we are saving 5 blocks per file \n", @@ -179,7 +179,7 @@ "\"\"\"\n", "Passing a reporter to the simulation object - many reporters are possible, and more will be added in a future\n", "\"\"\"\n", - "sim = Simulation(N=10000, error_tol=0.001, collision_rate=0.01, integrator =\"variableLangevin\", platform=\"CPU\", \n", + "sim = Simulation(N=1000, error_tol=0.001, collision_rate=0.01, integrator =\"variableLangevin\", platform=\"CPU\", \n", " reporters=[reporter])\n", "sim.set_data(data)\n", "sim.add_force(polychrom.forcekits.polymer_chains(sim))\n", @@ -222,17 +222,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "total 6468\r\n", - "drwxrwxr-x 2 magus magus 4096 Sep 30 12:31 .\r\n", - "drwxrwxr-x 5 magus magus 4096 Sep 17 20:48 ..\r\n", - "-rw-rw-r-- 1 magus magus 1885664 Sep 30 12:31 applied_forces_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 1167371 Sep 30 12:31 blocks_0-4.h5\r\n", - "-rw-rw-r-- 1 magus magus 1169638 Sep 30 12:31 blocks_10-14.h5\r\n", - "-rw-rw-r-- 1 magus magus 937348 Sep 30 12:31 blocks_15-18.h5\r\n", - "-rw-rw-r-- 1 magus magus 1169249 Sep 30 12:31 blocks_5-9.h5\r\n", - "-rw-rw-r-- 1 magus magus 87099 Sep 30 12:31 forcekit_polymer_chains_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 6144 Sep 30 12:31 initArgs_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 174363 Sep 30 12:31 starting_conformation_0.h5\r\n" + "total 820\r\n", + "drwxrwxr-x 2 magus magus 4096 Oct 1 14:23 .\r\n", + "drwxrwxr-x 5 magus magus 4096 Oct 1 14:22 ..\r\n", + "-rw-rw-r-- 1 magus magus 184664 Oct 1 14:23 applied_forces_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 153099 Oct 1 14:23 blocks_0-4.h5\r\n", + "-rw-rw-r-- 1 magus magus 153237 Oct 1 14:23 blocks_10-14.h5\r\n", + "-rw-rw-r-- 1 magus magus 124070 Oct 1 14:23 blocks_15-18.h5\r\n", + "-rw-rw-r-- 1 magus magus 153268 Oct 1 14:23 blocks_5-9.h5\r\n", + "-rw-rw-r-- 1 magus magus 13829 Oct 1 14:23 forcekit_polymer_chains_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 6144 Oct 1 14:23 initArgs_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 21411 Oct 1 14:23 starting_conformation_0.h5\r\n" ] } ], @@ -287,19 +287,19 @@ { "data": { "text/plain": [ - "{'pos': array([[14.14592404, 13.94184907, 13.87568873],\n", - " [14.00227788, 13.93340152, 15.05761543],\n", - " [14.04819982, 13.82761194, 16.12706331],\n", + "{'pos': array([[13.89941519, 13.87363803, 14.18118241],\n", + " [12.84842772, 13.98745955, 13.87544873],\n", + " [12.74081008, 14.91348138, 14.10118727],\n", " ...,\n", - " [15.11464134, 14.00019674, 13.93697051],\n", - " [14.97401992, 14.786688 , 14.12829606],\n", - " [14.02787699, 14.74857855, 13.80131546]]),\n", + " [15.23206933, 14.054661 , 14.05126287],\n", + " [15.22749451, 14.10276508, 13.14834981],\n", + " [14.14917856, 14.30562453, 13.11945902]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 0,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 8.258749166875909,\n", - " 'potentialEnergy': 4.044577823272814,\n", - " 'time': 0.8835042437057352}" + " 'kineticEnergy': 7.76455312043136,\n", + " 'potentialEnergy': 3.36757032285351,\n", + " 'time': 0.8944524415343728}" ] }, "execution_count": 6, @@ -326,13 +326,13 @@ { "data": { "text/plain": [ - "array([[14.14592404, 13.94184907, 13.87568873],\n", - " [14.00227788, 13.93340152, 15.05761543],\n", - " [14.04819982, 13.82761194, 16.12706331],\n", + "array([[13.89941519, 13.87363803, 14.18118241],\n", + " [12.84842772, 13.98745955, 13.87544873],\n", + " [12.74081008, 14.91348138, 14.10118727],\n", " ...,\n", - " [15.11464134, 14.00019674, 13.93697051],\n", - " [14.97401992, 14.786688 , 14.12829606],\n", - " [14.02787699, 14.74857855, 13.80131546]])" + " [15.23206933, 14.054661 , 14.05126287],\n", + " [15.22749451, 14.10276508, 13.14834981],\n", + " [14.14917856, 14.30562453, 13.11945902]])" ] }, "execution_count": 7, @@ -355,13 +355,13 @@ { "data": { "text/plain": [ - "array([[14.17245461, 13.88647298, 14.1835577 ],\n", - " [13.99286879, 13.8355305 , 15.05446659],\n", - " [14.01327222, 13.76026103, 15.88000828],\n", + "array([[13.71706458, 13.85991115, 14.24420638],\n", + " [12.90186561, 13.9731532 , 13.85780053],\n", + " [12.65247079, 14.94789949, 14.08068827],\n", " ...,\n", - " [15.21652506, 13.81605945, 13.84078883],\n", - " [14.90145939, 14.92274345, 14.19161093],\n", - " [14.0596083 , 14.65109831, 13.73237426]])" + " [15.20566692, 14.05158885, 14.1800073 ],\n", + " [15.25055965, 14.13950146, 13.08552713],\n", + " [14.3905365 , 14.39328047, 13.25072922]])" ] }, "execution_count": 8, @@ -386,19 +386,19 @@ { "data": { "text/plain": [ - "{'pos': array([[14.17245461, 13.88647298, 14.1835577 ],\n", - " [13.99286879, 13.8355305 , 15.05446659],\n", - " [14.01327222, 13.76026103, 15.88000828],\n", + "{'pos': array([[13.71706458, 13.85991115, 14.24420638],\n", + " [12.90186561, 13.9731532 , 13.85780053],\n", + " [12.65247079, 14.94789949, 14.08068827],\n", " ...,\n", - " [15.21652506, 13.81605945, 13.84078883],\n", - " [14.90145939, 14.92274345, 14.19161093],\n", - " [14.0596083 , 14.65109831, 13.73237426]]),\n", + " [15.20566692, 14.05158885, 14.1800073 ],\n", + " [15.25055965, 14.13950146, 13.08552713],\n", + " [14.3905365 , 14.39328047, 13.25072922]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 2,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 7.830445961286002,\n", - " 'potentialEnergy': 5.068496687085236,\n", - " 'time': 1.3575170212220573}" + " 'kineticEnergy': 7.7636257031509635,\n", + " 'potentialEnergy': 3.949779532588296,\n", + " 'time': 1.384133336189678}" ] }, "execution_count": 9, @@ -424,7 +424,7 @@ "data": { "text/plain": [ "{'GPU': '0',\n", - " 'N': 10000,\n", + " 'N': 1000,\n", " 'PBCbox': False,\n", " 'collision_rate': 0.01,\n", " 'error_tol': 0.001,\n", @@ -461,7 +461,7 @@ "text": [ "simple things are saved as attrs\n", "('GPU', '0')\n", - "('N', 10000)\n", + "('N', 1000)\n", "('PBCbox', False)\n", "('collision_rate', 0.01)\n", "('error_tol', 0.001)\n", @@ -478,10 +478,10 @@ "[('15', ), ('16', ), ('17', ), ('18', )]\n", "\n", " looking at block 15 datasets\n", - "[('pos', ), ('spam', )]\n", + "[('pos', ), ('spam', )]\n", "\n", " looking at block 15 attrs\n", - "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 7.026386609578827), ('potentialEnergy', 5.58127855916762), ('time', 4.21556054157144)]\n", + "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 6.504475441339525), ('potentialEnergy', 4.915549541588101), ('time', 4.289104819997002)]\n", "Note that blocks in simulation and in a reporter are syncronized for a simple simulation when you're saving every block starting right away\n" ] } @@ -524,19 +524,19 @@ { "data": { "text/plain": [ - "{'angles': array([[ 0, 1, 2],\n", - " [ 1, 2, 3],\n", - " [ 2, 3, 4],\n", + "{'angles': array([[ 0, 1, 2],\n", + " [ 1, 2, 3],\n", + " [ 2, 3, 4],\n", " ...,\n", - " [9995, 9996, 9997],\n", - " [9996, 9997, 9998],\n", - " [9997, 9998, 9999]]), 'bonds': array([[ 0, 1],\n", - " [ 1, 2],\n", - " [ 2, 3],\n", + " [995, 996, 997],\n", + " [996, 997, 998],\n", + " [997, 998, 999]]), 'bonds': array([[ 0, 1],\n", + " [ 1, 2],\n", + " [ 2, 3],\n", " ...,\n", - " [9996, 9997],\n", - " [9997, 9998],\n", - " [9998, 9999]]), 'chains': array([[ 0, 10000, 0]])}" + " [996, 997],\n", + " [997, 998],\n", + " [998, 999]]), 'chains': array([[ 0, 1000, 0]])}" ] }, "execution_count": 12, @@ -552,11 +552,90 @@ "cell_type": "code", "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'bacon': array([1, 2, 3, 4, 5]), 'a': 'eggs', 'b': 'spam'}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Now we are just saving an array to an HDF5 file with a save_hdf5_file method \n", - "save_HDF5({\"a\":\"eggs\", \"b\":\"spam\", \"bacon\":[1,2,3]})" + "save_hdf5_file(\"testfile.h5\",{\"a\":\"eggs\", \"b\":\"spam\", \"bacon\":[1,2,3,4,5]}, mode=\"w\")\n", + "load_hdf5_file(\"testfile.h5\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## and this is how you would continue a simulation " ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(14, {'pos': array([[13.66437623, 14.17163004, 13.84933038],\n", + " [12.93418967, 14.27746393, 14.26268868],\n", + " [12.67254693, 15.14264372, 14.0996308 ],\n", + " ...,\n", + " [15.71252204, 13.82821797, 13.94893347],\n", + " [15.18090901, 14.30120532, 13.39670931],\n", + " [14.80572444, 14.66241544, 13.97123064]]),\n", + " 'spam': array([1, 2, 3]),\n", + " 'block': 14,\n", + " 'eggs': \"I don't eat green eggs and ham!!!\",\n", + " 'kineticEnergy': 6.791202086917854,\n", + " 'potentialEnergy': 4.655816870043763,\n", + " 'time': 4.06709036259301})" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "rep = HDF5Reporter(folder=\"test\", overwrite=False, check_exists=False)\n", + "ind, data = rep.continue_sim()\n", + "ind, data # look at what is returned" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now you would run something like that, and block numbering will be consistent\n", + "\n", + "`\n", + "sim = Simulation(..., reporters=[rep]) \n", + "sim.set_data(data[\"pos\"])`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/polychrom/hdf5_format.py b/polychrom/hdf5_format.py index 986135a..11c7bd6 100644 --- a/polychrom/hdf5_format.py +++ b/polychrom/hdf5_format.py @@ -65,7 +65,7 @@ def _write_group(dataDict, group, dset_opts={"compression":"gzip"}): -def list_URIs(folder, readError=True): +def list_URIs(folder, readError=True, return_dict=False): """ Takes a trajectory folder and makes a list of dset paths for each block. It is needed because now we store multiple blocks per file. @@ -89,7 +89,10 @@ def list_URIs(folder, readError=True): if i in filenames: raise ValueError(f"Block {i} exists more than once") filenames[i] = file+f"::{i}" - return [i[1] for i in sorted(filenames.items(), key=lambda x:int(x[0]))] + if not return_dict: + return [i[1] for i in sorted(filenames.items(), key=lambda x:int(x[0]))] + else: + return {int(i[0]):i[1] for i in sorted(filenames.items(), key=lambda x:int(x[0]))} def load_URI(dset_path): """ @@ -105,11 +108,11 @@ def load_URI(dset_path): with h5py.File(fname, mode='r') as myfile: return _read_h5_group(myfile[group]) -def save_hdf5_file(filename, data_dict, dset_opts={"compression":"gzip"}): +def save_hdf5_file(filename, data_dict, dset_opts={"compression":"gzip"}, mode='w'): """ Saves data_dict to filename """ - with h5py.File(filename) as file: + with h5py.File(filename, mode=mode) as file: _write_group(data_dict, file, dset_opts=dset_opts) @@ -127,42 +130,161 @@ class HDF5Reporter(object): def __init__(self, folder, max_data_length=50, h5py_dset_opts={"compression":"gzip"}, overwrite=False, - blocks_only=False + blocks_only=False, + check_exists=True ): """ + Creates a reporter object that saves a trajectory to a folder + + Parameters + ---------- + + folder : str + Folder to save data to. + + max_data_length: int, optional (default=50) + Will save data in groups of max_data_length blocks + + overwrite: bool, optional (default=False) + Overwrite an existing trajectory in a folder. + + check_exists: bool (optional, default=True) + Raise an error if previous trajectory exists in the folder + + blocks_only: bool, optional (default=False) + Only save blocks, do not save any other information + + """ - prefixes = ["blocks", "applied_forces", "initArgs", "starting_conformation", "energy_minimization"] + + self.prefixes = ["blocks", "applied_forces", "initArgs", "starting_conformation", "energy_minimization", + "forcekit_polymer_chains"] # these are used for inferring if a file belongs to a trajectory or not + self.counter = {} # initializing all the options and dictionaries + self.datas = {} + self.max_data_length = max_data_length + self.h5py_dset_opts = h5py_dset_opts + self.folder = folder + self.blocks_only = blocks_only + + if not os.path.exists(folder): os.mkdir(folder) - + if overwrite: for the_file in os.listdir(folder): file_path = os.path.join(folder, the_file) if os.path.isfile(file_path): - for prefix in prefixes: + for prefix in self.prefixes: if the_file.startswith(prefix): os.remove(file_path) else: raise IOError("Subfolder in traj folder; not deleting. Ensure folder is correct and delete manually. ") - - - if len(os.listdir(folder)) != 0: - for the_file in os.listdir(folder): - for prefix in prefixes: - if the_file.startswith(prefix): - raise RuntimeError(f"folder {folder} is not empty") - self.counter = {} - self.datas = {} - self.max_data_length = max_data_length - self.h5py_dset_opts = h5py_dset_opts - self.folder = folder - self.blocks_only = blocks_only + + + if check_exists: + if len(os.listdir(folder)) != 0: + for the_file in os.listdir(folder): + for prefix in self.prefixes: + if the_file.startswith(prefix): + raise RuntimeError(f"folder {folder} is not empty: set check_exists=False to ignore") + + def continue_sim(self, continue_from=None, + continue_max_delete = 5 ): + """ + Continues a simulation in a current folder (i.e. continues from the last block, or the block you specify). + By default, takes the last block. Otherwise, takes the continue_from block + + You should initialize the class with "check_exists=False" to continue a simulation + + NOTE: This funciton does not continue the simulation itself (parameters, bonds, etc.) - it only + manages counting the blocks and the saved files. + + + Returns (block_number, data_dict) - you should start a new simulation with data_dict["pos"] + + + Parameters + ---------- + + continue_from: int or None, optional (default=None) + Block number to continue a simulation from. Default: last block found + + continue_max_delete: int (default = 5) + Maximum number of blocks to delete if continuing a simulation. + It is here to avoid accidentally deleting a lot of blocks. + + Returns + ------- + + (block_number, data_dict) + + block_number is a number of a current block + + data_dict is what load_URI would return on the last block of a trajectory. + """ + + uris = list_URIs(self.folder, return_dict=True) + uri_inds = np.array(list(uris.keys())) # making a list of all URIs and filenames + uri_vals = np.array(list(uris.values())) + uri_fnames = np.array([i.split("::")[0] for i in uris.values()]) + if continue_from is None: + continue_from = uri_inds[-1] + + if int(continue_from) not in uris: + raise ValueError(f"block {continue_from} not in folder") + + ind = np.nonzero(uri_inds == continue_from)[0][0] # position of a starting block in arrays + newdata = load_URI(uri_vals[ind]) + + todelete = np.nonzero(uri_inds >= continue_from)[0] + if len(todelete) > continue_max_delete: + raise ValueError("Refusing to delete {uris_delete} blocks - set continue_max_delete accordingly") + + fnames_delete = np.unique(uri_fnames[todelete]) + inds_tosave = np.nonzero((uri_fnames == uri_fnames[ind]) * (uri_inds <= ind))[0] + + for saveind in inds_tosave: # we are saving some data and deleting the whole last file + self.datas[uri_inds[saveind]] = load_URI(uri_vals[saveind]) + self.counter["data"] = ind + 1 + + files = os.listdir(self.folder) # some heuristics to infer values of counters - not crucial but maybe useful + for prefix in self.prefixes: + if prefix is not "data": + myfiles = [i for i in files if i.startswith(prefix)] + inds = [] + for i in myfiles: + try: + inds.append(int(i.split("_")[-1].split(".h5")[0])) + except: + pass + self.counter[prefix] = max(inds, default=-1)+1 + + for fdelete in fnames_delete: # actually deleting files that we need to delete + os.remove(fdelete) + + if len(self.datas) >= self.max_data_length: + self.dump_data() + + return (uri_inds[ind], newdata) def report(self, name, values): - count = self.counter.get(name, 0) + """ + Semi-internal method to be called when you need to report something + Parameters + ---------- + + name : str + Name of what is being reported ("data", "init_args", anything else) + values : dict + Dict of what to report. Accepted types are np-array-compatible, + numbers, strings. No dicts, objects, or what cannot be converted + to a np-array of numbers or strings/bytes. + + """ + count = self.counter.get(name, 0) if name not in ["data"]: if not self.blocks_only: @@ -172,7 +294,7 @@ def report(self, name, values): else: self.datas[count] = values - if len(self.datas) == self.max_data_length: + if len(self.datas) >= self.max_data_length: self.dump_data() self.counter[name] = count + 1 From e6ec6469c5459f6419c1d3acea9102bce23fc5e7 Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Thu, 3 Oct 2019 17:47:44 -0400 Subject: [PATCH 14/23] dynamified Compartment_SSW --- polychrom/forces.py | 61 ++++++++++++++++----------------------------- 1 file changed, 22 insertions(+), 39 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index 834df02..014521d 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -422,8 +422,9 @@ def Compartment_SSW(sim_object, selectiveAttractionEnergy=1.0, name='Compartment_SSW'): """ - A version of smooth square well potential that enables the use of up to 5 - compartments with arbitrary interaction energies. + A version of smooth square well potential that enables the use of + arbitrarily many compartments with arbitrary interaction strengths with + each other. This is a simple and fast polynomial force that looks like a smoothed version of the square-well potential. The energy equals `repulsionEnergy` @@ -436,7 +437,7 @@ def Compartment_SSW(sim_object, domain and they both get to zero at the boundary. This is a tunable version of SSW: - a) You can give compartmentIDs (e.g. 0, 1, 2 for A, B, C; up to five total) + a) You can give compartmentIDs (e.g. 0, 1, 2 for A, B, C) and interaction strengths between these compartments. The corresponding entry in compartmentInteractions is multiplied by selectiveAttractionEnergy to give the actual (additional) depth of the potential well. @@ -445,10 +446,9 @@ def Compartment_SSW(sim_object, Parameters ---------- - compartmentInteractions: 5x5 np.array (or smaller) + compartmentInteractions: np.array the interaction strenghts between the different compartment types. - Only upper triangular values are used. If smaller than 5x5 (e.g. - because we only have A and B compartments) will be padded with zeros. + Only upper triangular values are used. compartmentIDs: list of int or np.array the compartment ID for each particle, starting at 0 extraHardParticlesIdxs : list of int @@ -473,6 +473,14 @@ def Compartment_SSW(sim_object, prefactor for the compartment attractions. """ + # Check compartment info for consistency + Ncomp = max(compartmentIDs) + 1 # IDs should be zero based + if any(np.less(compartmentInteractions.shape, [Ncomp, Ncomp])): + raise ValueError("Need compartment interactions for {0:d} compartments!".format(Ncomp)) + + indexpairs = [] + [[indexpairs.append((i, j)) for j in range(i, Ncomp)] for i in range(0, Ncomp)] + energy = ( "step(REPsigma - r) * Erep + step(r - REPsigma) * Eattr;" "" @@ -484,21 +492,12 @@ def Compartment_SSW(sim_object, "rsc = r / REPsigma * rmin12;" "" "Eattr = - rshft12 * (rshft2 - 1.0) * ATTReTot / emin12 - ATTReTot;" - "ATTReTot = ATTRe + ATTReAdd*(delta(type1-0)*delta(type2-0)*COMP00" - "+delta(type1-0)*delta(type2-1)*COMP01" - "+delta(type1-0)*delta(type2-2)*COMP02" - "+delta(type1-0)*delta(type2-3)*COMP03" - "+delta(type1-0)*delta(type2-4)*COMP04" - "+delta(type1-1)*delta(type2-1)*COMP11" - "+delta(type1-1)*delta(type2-2)*COMP12" - "+delta(type1-1)*delta(type2-3)*COMP13" - "+delta(type1-1)*delta(type2-4)*COMP14" - "+delta(type1-2)*delta(type2-2)*COMP22" - "+delta(type1-2)*delta(type2-3)*COMP23" - "+delta(type1-2)*delta(type2-4)*COMP24" - "+delta(type1-3)*delta(type2-3)*COMP33" - "+delta(type1-3)*delta(type2-4)*COMP34" - "+delta(type1-4)*delta(type2-4)*COMP44);" + "ATTReTot = ATTRe + ATTReAdd*(delta(type1-0)*delta(type2-0)*COMP_0_0" + ) + for i, j in indexpairs[1:]: + energy += "+delta(type1-{0:d})*delta(type2-{1:d})*COMP_{0:d}_{1:d}".format(i, j) + energy += ( + ");" "rshft12 = rshft4 * rshft4 * rshft4;" "rshft4 = rshft2 * rshft2;" "rshft2 = rshft * rshft;" @@ -530,24 +529,8 @@ def Compartment_SSW(sim_object, force.addGlobalParameter('emin12', 46656.0 / 823543.0) force.addGlobalParameter('rmin12', np.sqrt(6.0 / 7.0)) - compartmentInteractions = np.pad(compartmentInteractions, - ((0, max(0, 5-compartmentInteractions.shape[0])), (0, max(0, 5-compartmentInteractions.shape[1]))), - mode='constant', constant_values=0) - force.addGlobalParameter('COMP00', compartmentInteractions[0, 0]) - force.addGlobalParameter('COMP01', compartmentInteractions[0, 1]) - force.addGlobalParameter('COMP02', compartmentInteractions[0, 2]) - force.addGlobalParameter('COMP03', compartmentInteractions[0, 3]) - force.addGlobalParameter('COMP04', compartmentInteractions[0, 4]) - force.addGlobalParameter('COMP11', compartmentInteractions[1, 1]) - force.addGlobalParameter('COMP12', compartmentInteractions[1, 2]) - force.addGlobalParameter('COMP13', compartmentInteractions[1, 3]) - force.addGlobalParameter('COMP14', compartmentInteractions[1, 4]) - force.addGlobalParameter('COMP22', compartmentInteractions[2, 2]) - force.addGlobalParameter('COMP23', compartmentInteractions[2, 3]) - force.addGlobalParameter('COMP24', compartmentInteractions[2, 4]) - force.addGlobalParameter('COMP33', compartmentInteractions[3, 3]) - force.addGlobalParameter('COMP34', compartmentInteractions[3, 4]) - force.addGlobalParameter('COMP44', compartmentInteractions[4, 4]) + for i, j in indexpairs: + force.addGlobalParameter("COMP_{0:d}_{1:d}".format(i, j), compartmentInteractions[i, j]) force.addPerParticleParameter("type") force.addPerParticleParameter("ExtraHard") From 0b401e6397f2f00c9c48877ac687a790c7e2c09e Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Fri, 4 Oct 2019 12:35:13 -0400 Subject: [PATCH 15/23] switched to non-biological force names and added switch for vanishing interactions in heteropolymer_SSW --- polychrom/forces.py | 89 ++++++++++++++++++++++++++------------------- 1 file changed, 51 insertions(+), 38 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index 014521d..d39d1b0 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -410,9 +410,9 @@ def selective_SSW(sim_object, return force -def Compartment_SSW(sim_object, - compartmentInteractions, - compartmentIDs, +def heteropolymer_SSW(sim_object, + interactionMatrix, + monomerTypes, extraHardParticlesIdxs, repulsionEnergy=3.0, repulsionRadius=1., @@ -420,11 +420,13 @@ def Compartment_SSW(sim_object, attractionRadius=1.5, selectiveRepulsionEnergy=20.0, selectiveAttractionEnergy=1.0, - name='Compartment_SSW'): + keepVanishingInteractions=False, + name='heteropolymer_SSW'): """ - A version of smooth square well potential that enables the use of - arbitrarily many compartments with arbitrary interaction strengths with - each other. + A version of smooth square well potential that enables the simulation of + heteropolymers. Every monomer is assigned a number determining its type, + then one can specify additional attraction between the types with the + interactionMatrix. This is a simple and fast polynomial force that looks like a smoothed version of the square-well potential. The energy equals `repulsionEnergy` @@ -437,20 +439,20 @@ def Compartment_SSW(sim_object, domain and they both get to zero at the boundary. This is a tunable version of SSW: - a) You can give compartmentIDs (e.g. 0, 1, 2 for A, B, C) - and interaction strengths between these compartments. The corresponding entry in - compartmentInteractions is multiplied by selectiveAttractionEnergy to give the actual + a) You can give monomerTypes (e.g. 0, 1, 2 for A, B, C) + and interaction strengths between these types. The corresponding entry in + interactionMatrix is multiplied by selectiveAttractionEnergy to give the actual (additional) depth of the potential well. b) You can select a subset of particles and make them "extra hard". Parameters ---------- - compartmentInteractions: np.array - the interaction strenghts between the different compartment types. + interactionMatrix: np.array + the interaction strenghts between the different types. Only upper triangular values are used. - compartmentIDs: list of int or np.array - the compartment ID for each particle, starting at 0 + monomerTypes: list of int or np.array + the type of each monomer, starting at 0 extraHardParticlesIdxs : list of int the list of indices of the "extra hard" particles. The extra hard particles repel all other particles with extra @@ -470,16 +472,23 @@ def Compartment_SSW(sim_object, selectiveRepulsionEnergy: float the EXTRA repulsion energy applied to the "extra hard" particles selectiveAttractionEnergy: float - prefactor for the compartment attractions. + prefactor for the heteropolymer interactions + keepVanishingInteractions : bool + a flag that determines whether the terms that have zero interaction are + still added to the force. This can be useful when changing the force + dynamically (i.e. switching interactions on at some point) """ - # Check compartment info for consistency - Ncomp = max(compartmentIDs) + 1 # IDs should be zero based - if any(np.less(compartmentInteractions.shape, [Ncomp, Ncomp])): - raise ValueError("Need compartment interactions for {0:d} compartments!".format(Ncomp)) + # Check type info for consistency + Ntypes = max(monomerTypes) + 1 # IDs should be zero based + if any(np.less(interactionMatrix.shape, [Ntypes, Ntypes])): + raise ValueError("Need interactions for {0:d} types!".format(Ntypes)) indexpairs = [] - [[indexpairs.append((i, j)) for j in range(i, Ncomp)] for i in range(0, Ncomp)] + for i in range(0, Ntypes): + for j in range(i, Ntypes): + if (not interactionMatrix[i, j] == 0) or keepVanishingInteractions: + indexpairs.append((i, j)) energy = ( "step(REPsigma - r) * Erep + step(r - REPsigma) * Eattr;" @@ -492,12 +501,16 @@ def Compartment_SSW(sim_object, "rsc = r / REPsigma * rmin12;" "" "Eattr = - rshft12 * (rshft2 - 1.0) * ATTReTot / emin12 - ATTReTot;" - "ATTReTot = ATTRe + ATTReAdd*(delta(type1-0)*delta(type2-0)*COMP_0_0" + "ATTReTot = ATTRe" ) - for i, j in indexpairs[1:]: - energy += "+delta(type1-{0:d})*delta(type2-{1:d})*COMP_{0:d}_{1:d}".format(i, j) + if len(indexpairs) > 0: + energy += (" + ATTReAdd*(delta(type1-{0:d})*delta(type2-{1:d})" + "*INT_{0:d}_{1:d}").format(indexpairs[0][0], indexpairs[0][1]) + for i, j in indexpairs[1:]: + energy += "+delta(type1-{0:d})*delta(type2-{1:d})*INT_{0:d}_{1:d}".format(i, j) + energy += ")" energy += ( - ");" + ";" "rshft12 = rshft4 * rshft4 * rshft4;" "rshft4 = rshft2 * rshft2;" "rshft2 = rshft * rshft;" @@ -530,7 +543,7 @@ def Compartment_SSW(sim_object, force.addGlobalParameter('rmin12', np.sqrt(6.0 / 7.0)) for i, j in indexpairs: - force.addGlobalParameter("COMP_{0:d}_{1:d}".format(i, j), compartmentInteractions[i, j]) + force.addGlobalParameter("INT_{0:d}_{1:d}".format(i, j), interactionMatrix[i, j]) force.addPerParticleParameter("type") force.addPerParticleParameter("ExtraHard") @@ -539,14 +552,14 @@ def Compartment_SSW(sim_object, for i in range(sim_object.N): force.addParticle( - (float(compartmentIDs[i]), + (float(monomerTypes[i]), float(i in extraHardParticlesIdxs))) return force -def LaminaAttraction(sim_object, particles, r, center=[0, 0, 0], width=1, depth=1, name="Lamina_attraction"): +def spherical_well(sim_object, particles, r, center=[0, 0, 0], width=1, depth=1, name="spherical_well"): """ - Attraction to the lamina. + A spherical potential well, suited for example to simulate attraction to a lamina. Parameters ---------- @@ -556,10 +569,10 @@ def LaminaAttraction(sim_object, particles, r, center=[0, 0, 0], width=1, depth= r : float Radius of the nucleus center : vector, optional - center position of the lamina. This parameter is useful when confining + center position of the sphere. This parameter is useful when confining chromosomes to their territory. width : float, optional - Width of attractive layer next to the lamina, nm. + Width of attractive well, nm. depth : float, optional Depth of attractive potential in kT NOTE: switched sign from openmm-polymer, because it was confusing. Now @@ -568,17 +581,17 @@ def LaminaAttraction(sim_object, particles, r, center=[0, 0, 0], width=1, depth= """ force = openmm.CustomExternalForce( - "-step(1+d)*step(1-d)*LAMdepth*cos(3.1415926536*d)/2 + 0.5;" - "d = (sqrt((x-LAMx)^2 + (y-LAMy)^2 + (z-LAMz)^2) - LAMradius) / LAMwidth" + "-step(1+d)*step(1-d)*SPHWELLdepth*cos(3.1415926536*d)/2 + 0.5;" + "d = (sqrt((x-SPHWELLx)^2 + (y-SPHWELLy)^2 + (z-SPHWELLz)^2) - SPHWELLradius) / SPHWELLwidth" ) force.name = name - force.addGlobalParameter("LAMradius", r * sim_object.conlen) - force.addGlobalParameter("LAMwidth", width * sim_object.conlen) - force.addGlobalParameter("LAMdepth", depth * sim_object.kT) - force.addGlobalParameter("LAMx", center[0] * sim_object.conlen) - force.addGlobalParameter("LAMy", center[1] * sim_object.conlen) - force.addGlobalParameter("LAMz", center[2] * sim_object.conlen) + force.addGlobalParameter("SPHWELLradius", r * sim_object.conlen) + force.addGlobalParameter("SPHWELLwidth", width * sim_object.conlen) + force.addGlobalParameter("SPHWELLdepth", depth * sim_object.kT) + force.addGlobalParameter("SPHWELLx", center[0] * sim_object.conlen) + force.addGlobalParameter("SPHWELLy", center[1] * sim_object.conlen) + force.addGlobalParameter("SPHWELLz", center[2] * sim_object.conlen) _prepend_force_name_to_params(force) From 653c073d898e1b4bf1a0544c487e42e86c20a700 Mon Sep 17 00:00:00 2001 From: golobor Date: Sun, 6 Oct 2019 13:14:20 -0400 Subject: [PATCH 16/23] forces: in tether_particles, fix addUnits -> units.Quantity --- polychrom/forces.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index d39d1b0..5e8e859 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -744,7 +744,7 @@ def tether_particles( if positions == "current": positions = [sim_object.data[i] for i in particles] else: - positions = sim_object.addUnits(positions) + positions = units.Quantity(positions, nm) for i, pos in zip(particles, positions): # adding all the particles on which force acts i = int(i) From f914689a9408343150edb7db6df5d663c3230097 Mon Sep 17 00:00:00 2001 From: golobor Date: Sun, 6 Oct 2019 13:25:53 -0400 Subject: [PATCH 17/23] forces: major bugfix - fix units of k --- polychrom/forces.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index 5e8e859..abd58b7 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -730,9 +730,9 @@ def tether_particles( else: kx, ky, kz = k, k, k - force.addGlobalParameter("kx", kx * sim_object.kT / nm) - force.addGlobalParameter("ky", ky * sim_object.kT / nm) - force.addGlobalParameter("kz", kz * sim_object.kT / nm) + force.addGlobalParameter("kx", kx * sim_object.kT / nm / nm) + force.addGlobalParameter("ky", ky * sim_object.kT / nm / nm) + force.addGlobalParameter("kz", kz * sim_object.kT / nm / nm) force.addPerParticleParameter("x0") force.addPerParticleParameter("y0") force.addPerParticleParameter("z0") From 6dedc96c66dae6b6fd423657cd14378cc6c4585f Mon Sep 17 00:00:00 2001 From: golobor Date: Mon, 7 Oct 2019 05:17:06 -0400 Subject: [PATCH 18/23] forces: remove explicit _prepend_force_name calls --- polychrom/forces.py | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index abd58b7..401135a 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -548,8 +548,6 @@ def heteropolymer_SSW(sim_object, force.addPerParticleParameter("type") force.addPerParticleParameter("ExtraHard") - _prepend_force_name_to_params(force) - for i in range(sim_object.N): force.addParticle( (float(monomerTypes[i]), @@ -593,8 +591,6 @@ def spherical_well(sim_object, particles, r, center=[0, 0, 0], width=1, depth=1, force.addGlobalParameter("SPHWELLy", center[1] * sim_object.conlen) force.addGlobalParameter("SPHWELLz", center[2] * sim_object.conlen) - _prepend_force_name_to_params(force) - # adding all the particles on which force acts for i in particles: force.addParticle(i, []) @@ -737,8 +733,6 @@ def tether_particles( force.addPerParticleParameter("y0") force.addPerParticleParameter("z0") - _prepend_force_name_to_params(force) - particles = [sim_object.N+i if i<0 else i for i in particles] if positions == "current": @@ -807,8 +801,6 @@ def grosberg_polymer_bonds(sim_object, sim_object.kT / (sim_object.conlen * sim_object.conlen)) force.addGlobalParameter("r0", sim_object.conlen * 1.5) - _prepend_force_name_to_params(force) - for bond_idx, (i, j) in enumerate(bonds): if (i >= sim_object.N) or (j >= sim_object.N): @@ -854,8 +846,6 @@ def grosberg_angle(sim_object, force.name = name force.addGlobalParameter("kT", sim_object.kT) force.addPerAngleParameter("GRk") - - _prepend_force_name_to_params(force) for triplet_idx, (p1, p2, p3) in enumerate(triplets): force.addAngle(p1, p2, p3, [k[triplet_idx]]) @@ -906,7 +896,6 @@ def grosberg_repulsive_force(sim_object, force.addParticle(()) force.setCutoffDistance(nbCutOffDist) - _prepend_force_name_to_params(force) return force From 0e8762e0dd4230e6e9f294a24a3dd3679fbdeb44 Mon Sep 17 00:00:00 2001 From: Simon Grosse-Holz Date: Wed, 9 Oct 2019 12:30:14 -0400 Subject: [PATCH 19/23] added explicit type casts in spherical_well and pull_force --- polychrom/forces.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/polychrom/forces.py b/polychrom/forces.py index d39d1b0..89e6cfb 100644 --- a/polychrom/forces.py +++ b/polychrom/forces.py @@ -597,7 +597,8 @@ def spherical_well(sim_object, particles, r, center=[0, 0, 0], width=1, depth=1, # adding all the particles on which force acts for i in particles: - force.addParticle(i, []) + # NOTE: the explicit type cast seems to be necessary if we have an np.array... + force.addParticle(int(i), []) return force @@ -775,7 +776,7 @@ def pull_force( for num, force_vec in itertools.zip_longest(particles, force_vecs, fillvalue=force_vecs[-1]): force_vec = [float(f) * (sim_object.kT / sim_object.conlen) for f in force_vec] - force.addParticle(num, force_vec) + force.addParticle(int(num), force_vec) return force From 8cc5ef5a61418e126a0dd8ab7ff7be76cb1ae94e Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Tue, 22 Oct 2019 22:33:08 -0400 Subject: [PATCH 20/23] Misprint in do_block killed SPS=XXX --- polychrom/simulation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/polychrom/simulation.py b/polychrom/simulation.py index c07752c..c970466 100644 --- a/polychrom/simulation.py +++ b/polychrom/simulation.py @@ -562,7 +562,7 @@ def do_block(self, steps=None, check_functions=[], get_velocities = False, save= msg += "t=%2.1lfps " % (self.state.getTime() / ps) msg += "kin=%.2lf pot=%.2lf " % (eK,eP) msg += "Rg=%.3lf " % self.RG() - msg + "SPS=%.0lf " % (steps / (float(b - a))) + msg += "SPS=%.0lf " % (steps / (float(b - a))) if (self.integrator_type.lower() == 'variablelangevin' or self.integrator_type.lower() == 'variableverlet'): From ed249f4d10ae7c23030ee7810edb6845ba317750 Mon Sep 17 00:00:00 2001 From: Anton Goloborodko Date: Fri, 25 Oct 2019 15:39:07 +0200 Subject: [PATCH 21/23] loop_extrusion_example: minor bugfix --- examples/loopExtrusion/loop_extrusion_example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/loopExtrusion/loop_extrusion_example.py b/examples/loopExtrusion/loop_extrusion_example.py index 48ba985..b1d982a 100644 --- a/examples/loopExtrusion/loop_extrusion_example.py +++ b/examples/loopExtrusion/loop_extrusion_example.py @@ -220,7 +220,7 @@ def initModel(): a.add_force( forcekits.polymer_chains( a, - chains=[(0, None, None)], + chains=[(0, None, False)], # By default the library assumes you have one polymer chain # If you want to make it a ring, or more than one chain, use self.setChains From dd998e4abf9e0c2b63837f66e54fcdbb5f6da06e Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Sun, 3 Nov 2019 19:41:15 -0500 Subject: [PATCH 22/23] renamed continue_sim to continue_trajectory --- polychrom/hdf5_format.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/polychrom/hdf5_format.py b/polychrom/hdf5_format.py index 11c7bd6..e4805d7 100644 --- a/polychrom/hdf5_format.py +++ b/polychrom/hdf5_format.py @@ -189,7 +189,7 @@ def __init__(self, folder, max_data_length=50, if the_file.startswith(prefix): raise RuntimeError(f"folder {folder} is not empty: set check_exists=False to ignore") - def continue_sim(self, continue_from=None, + def continue_trajectory(self, continue_from=None, continue_max_delete = 5 ): """ Continues a simulation in a current folder (i.e. continues from the last block, or the block you specify). From 9c62cc1e20d36d7425688e2c309d8739aef370be Mon Sep 17 00:00:00 2001 From: Maksim Imakaev Date: Sun, 3 Nov 2019 19:44:14 -0500 Subject: [PATCH 23/23] updated example --- examples/storage_formats/hdf5_reporter.ipynb | 148 +++++++++---------- 1 file changed, 74 insertions(+), 74 deletions(-) diff --git a/examples/storage_formats/hdf5_reporter.ipynb b/examples/storage_formats/hdf5_reporter.ipynb index 6c06d40..b2ca11a 100644 --- a/examples/storage_formats/hdf5_reporter.ipynb +++ b/examples/storage_formats/hdf5_reporter.ipynb @@ -142,26 +142,26 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:root:Particles loaded. Potential energy is 0.050027\n", - "INFO:root:block 0 pos[1]=[13.9 13.9 14.2] dr=0.21 t=0.9ps kin=7.76 pot=3.37 Rg=5.569 dt=25.1fs dx=15.63pm \n", - "INFO:root:block 1 pos[1]=[13.7 13.9 14.2] dr=0.16 t=1.2ps kin=3.28 pot=8.40 Rg=5.568 dt=20.9fs dx=8.45pm \n", - "INFO:root:block 2 pos[1]=[13.7 13.9 14.2] dr=0.09 t=1.4ps kin=7.76 pot=3.95 Rg=5.570 dt=24.7fs dx=15.38pm \n", - "INFO:root:block 3 pos[1]=[13.8 13.9 14.3] dr=0.14 t=1.6ps kin=5.44 pot=6.29 Rg=5.576 dt=22.4fs dx=11.68pm \n", - "INFO:root:block 4 pos[1]=[13.7 13.9 14.3] dr=0.11 t=1.8ps kin=6.41 pot=5.29 Rg=5.583 dt=22.2fs dx=12.55pm \n", - "INFO:root:block 5 pos[1]=[13.6 14.0 14.3] dr=0.12 t=2.1ps kin=6.33 pot=5.34 Rg=5.589 dt=22.2fs dx=12.47pm \n", - "INFO:root:block 6 pos[1]=[13.6 14.0 14.2] dr=0.12 t=2.3ps kin=6.32 pot=5.32 Rg=5.597 dt=22.2fs dx=12.47pm \n", - "INFO:root:block 7 pos[1]=[13.7 14.1 14.2] dr=0.12 t=2.5ps kin=6.55 pot=5.06 Rg=5.606 dt=22.2fs dx=12.69pm \n", - "INFO:root:block 8 pos[1]=[13.8 14.1 14.2] dr=0.12 t=2.7ps kin=6.26 pot=5.33 Rg=5.616 dt=22.2fs dx=12.41pm \n", - "INFO:root:block 9 pos[1]=[13.7 14.2 14.1] dr=0.12 t=3.0ps kin=6.59 pot=4.98 Rg=5.626 dt=22.2fs dx=12.73pm \n", - "INFO:root:block 10 pos[1]=[13.6 14.2 14.1] dr=0.12 t=3.2ps kin=6.36 pot=5.19 Rg=5.638 dt=22.2fs dx=12.50pm \n", - "INFO:root:block 11 pos[1]=[13.7 14.2 14.0] dr=0.12 t=3.4ps kin=6.62 pot=4.90 Rg=5.650 dt=22.2fs dx=12.76pm \n", - "INFO:root:block 12 pos[1]=[13.8 14.2 13.9] dr=0.12 t=3.6ps kin=6.46 pot=5.03 Rg=5.664 dt=22.2fs dx=12.61pm \n", - "INFO:root:block 13 pos[1]=[13.8 14.2 13.9] dr=0.12 t=3.8ps kin=6.54 pot=4.94 Rg=5.678 dt=22.2fs dx=12.68pm \n", - "INFO:root:block 14 pos[1]=[13.7 14.2 13.8] dr=0.12 t=4.1ps kin=6.79 pot=4.66 Rg=5.693 dt=22.2fs dx=12.92pm \n", - "INFO:root:block 15 pos[1]=[13.7 14.1 13.8] dr=0.12 t=4.3ps kin=6.50 pot=4.92 Rg=5.710 dt=22.2fs dx=12.65pm \n", - "INFO:root:block 16 pos[1]=[13.8 14.1 13.6] dr=0.12 t=4.5ps kin=6.58 pot=4.81 Rg=5.727 dt=22.2fs dx=12.72pm \n", - "INFO:root:block 17 pos[1]=[13.8 14.1 13.6] dr=0.12 t=4.7ps kin=6.59 pot=4.78 Rg=5.745 dt=22.2fs dx=12.73pm \n", - "INFO:root:block 18 pos[1]=[13.7 14.1 13.6] dr=0.12 t=5.0ps kin=6.61 pot=4.71 Rg=5.762 dt=22.2fs dx=12.75pm \n" + "INFO:root:Particles loaded. Potential energy is 0.051754\n", + "INFO:root:block 0 pos[1]=[13.9 14.3 14.0] dr=0.21 t=0.9ps kin=8.35 pot=3.84 Rg=5.650 dt=23.9fs dx=15.43pm \n", + "INFO:root:block 1 pos[1]=[13.9 14.4 14.0] dr=0.17 t=1.1ps kin=3.68 pot=9.10 Rg=5.650 dt=20.3fs dx=8.69pm \n", + "INFO:root:block 2 pos[1]=[13.8 14.4 14.0] dr=0.09 t=1.3ps kin=7.75 pot=5.08 Rg=5.652 dt=24.1fs dx=14.96pm \n", + "INFO:root:block 3 pos[1]=[13.6 14.5 13.9] dr=0.14 t=1.6ps kin=6.50 pot=6.34 Rg=5.658 dt=22.0fs dx=12.52pm \n", + "INFO:root:block 4 pos[1]=[13.5 14.5 13.9] dr=0.11 t=1.8ps kin=6.81 pot=5.99 Rg=5.663 dt=21.7fs dx=12.62pm \n", + "INFO:root:block 5 pos[1]=[13.5 14.5 13.9] dr=0.12 t=2.0ps kin=7.02 pot=5.77 Rg=5.669 dt=21.7fs dx=12.81pm \n", + "INFO:root:block 6 pos[1]=[13.6 14.6 13.8] dr=0.12 t=2.2ps kin=7.02 pot=5.74 Rg=5.675 dt=21.7fs dx=12.82pm \n", + "INFO:root:block 7 pos[1]=[13.5 14.6 13.8] dr=0.12 t=2.5ps kin=7.09 pot=5.66 Rg=5.682 dt=21.7fs dx=12.88pm \n", + "INFO:root:block 8 pos[1]=[13.4 14.5 13.8] dr=0.12 t=2.7ps kin=7.11 pot=5.62 Rg=5.690 dt=21.7fs dx=12.90pm \n", + "INFO:root:block 9 pos[1]=[13.3 14.4 13.7] dr=0.12 t=2.9ps kin=7.29 pot=5.41 Rg=5.699 dt=21.7fs dx=13.06pm \n", + "INFO:root:block 10 pos[1]=[13.3 14.4 13.6] dr=0.12 t=3.1ps kin=7.00 pot=5.67 Rg=5.708 dt=21.7fs dx=12.79pm \n", + "INFO:root:block 11 pos[1]=[13.2 14.3 13.6] dr=0.12 t=3.3ps kin=7.48 pot=5.14 Rg=5.719 dt=21.7fs dx=13.23pm \n", + "INFO:root:block 12 pos[1]=[13.1 14.3 13.5] dr=0.13 t=3.5ps kin=7.00 pot=5.60 Rg=5.731 dt=21.7fs dx=12.80pm \n", + "INFO:root:block 13 pos[1]=[13.0 14.2 13.5] dr=0.12 t=3.7ps kin=7.46 pot=5.11 Rg=5.742 dt=21.7fs dx=13.21pm \n", + "INFO:root:block 14 pos[1]=[12.9 14.1 13.5] dr=0.12 t=4.0ps kin=6.93 pot=5.61 Rg=5.755 dt=21.7fs dx=12.74pm \n", + "INFO:root:block 15 pos[1]=[12.8 14.1 13.5] dr=0.12 t=4.2ps kin=7.30 pot=5.21 Rg=5.769 dt=21.7fs dx=13.07pm \n", + "INFO:root:block 16 pos[1]=[12.7 14.0 13.5] dr=0.12 t=4.4ps kin=7.10 pot=5.40 Rg=5.783 dt=21.7fs dx=12.88pm \n", + "INFO:root:block 17 pos[1]=[12.6 13.9 13.4] dr=0.12 t=4.6ps kin=7.11 pot=5.37 Rg=5.798 dt=21.7fs dx=12.90pm \n", + "INFO:root:block 18 pos[1]=[12.5 13.8 13.5] dr=0.12 t=4.8ps kin=7.23 pot=5.22 Rg=5.814 dt=21.7fs dx=13.01pm \n" ] } ], @@ -223,16 +223,16 @@ "output_type": "stream", "text": [ "total 820\r\n", - "drwxrwxr-x 2 magus magus 4096 Oct 1 14:23 .\r\n", - "drwxrwxr-x 5 magus magus 4096 Oct 1 14:22 ..\r\n", - "-rw-rw-r-- 1 magus magus 184664 Oct 1 14:23 applied_forces_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 153099 Oct 1 14:23 blocks_0-4.h5\r\n", - "-rw-rw-r-- 1 magus magus 153237 Oct 1 14:23 blocks_10-14.h5\r\n", - "-rw-rw-r-- 1 magus magus 124070 Oct 1 14:23 blocks_15-18.h5\r\n", - "-rw-rw-r-- 1 magus magus 153268 Oct 1 14:23 blocks_5-9.h5\r\n", - "-rw-rw-r-- 1 magus magus 13829 Oct 1 14:23 forcekit_polymer_chains_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 6144 Oct 1 14:23 initArgs_0.h5\r\n", - "-rw-rw-r-- 1 magus magus 21411 Oct 1 14:23 starting_conformation_0.h5\r\n" + "drwxrwxr-x 2 magus magus 4096 Nov 3 19:42 .\r\n", + "drwxrwxr-x 5 magus magus 4096 Nov 3 19:37 ..\r\n", + "-rw-rw-r-- 1 magus magus 184664 Nov 3 19:42 applied_forces_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 153097 Nov 3 19:42 blocks_0-4.h5\r\n", + "-rw-rw-r-- 1 magus magus 153310 Nov 3 19:42 blocks_10-14.h5\r\n", + "-rw-rw-r-- 1 magus magus 124131 Nov 3 19:42 blocks_15-18.h5\r\n", + "-rw-rw-r-- 1 magus magus 153267 Nov 3 19:42 blocks_5-9.h5\r\n", + "-rw-rw-r-- 1 magus magus 13829 Nov 3 19:42 forcekit_polymer_chains_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 6144 Nov 3 19:42 initArgs_0.h5\r\n", + "-rw-rw-r-- 1 magus magus 21427 Nov 3 19:42 starting_conformation_0.h5\r\n" ] } ], @@ -287,19 +287,19 @@ { "data": { "text/plain": [ - "{'pos': array([[13.89941519, 13.87363803, 14.18118241],\n", - " [12.84842772, 13.98745955, 13.87544873],\n", - " [12.74081008, 14.91348138, 14.10118727],\n", + "{'pos': array([[13.85938259, 14.29982365, 13.97754854],\n", + " [12.91956974, 14.15092887, 13.89732582],\n", + " [11.91674213, 14.14851085, 14.23578607],\n", " ...,\n", - " [15.23206933, 14.054661 , 14.05126287],\n", - " [15.22749451, 14.10276508, 13.14834981],\n", - " [14.14917856, 14.30562453, 13.11945902]]),\n", + " [15.06419512, 15.14672962, 12.94432912],\n", + " [15.03398223, 14.04029841, 13.0160602 ],\n", + " [14.04277101, 13.97448235, 13.0520061 ]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 0,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 7.76455312043136,\n", - " 'potentialEnergy': 3.36757032285351,\n", - " 'time': 0.8944524415343728}" + " 'kineticEnergy': 8.352826107894396,\n", + " 'potentialEnergy': 3.8424990462960795,\n", + " 'time': 0.8790092152610536}" ] }, "execution_count": 6, @@ -326,13 +326,13 @@ { "data": { "text/plain": [ - "array([[13.89941519, 13.87363803, 14.18118241],\n", - " [12.84842772, 13.98745955, 13.87544873],\n", - " [12.74081008, 14.91348138, 14.10118727],\n", + "array([[13.85938259, 14.29982365, 13.97754854],\n", + " [12.91956974, 14.15092887, 13.89732582],\n", + " [11.91674213, 14.14851085, 14.23578607],\n", " ...,\n", - " [15.23206933, 14.054661 , 14.05126287],\n", - " [15.22749451, 14.10276508, 13.14834981],\n", - " [14.14917856, 14.30562453, 13.11945902]])" + " [15.06419512, 15.14672962, 12.94432912],\n", + " [15.03398223, 14.04029841, 13.0160602 ],\n", + " [14.04277101, 13.97448235, 13.0520061 ]])" ] }, "execution_count": 7, @@ -355,13 +355,13 @@ { "data": { "text/plain": [ - "array([[13.71706458, 13.85991115, 14.24420638],\n", - " [12.90186561, 13.9731532 , 13.85780053],\n", - " [12.65247079, 14.94789949, 14.08068827],\n", + "array([[13.77670386, 14.44293733, 13.96202581],\n", + " [12.7067856 , 14.20429917, 13.90140179],\n", + " [11.75147301, 14.17780749, 14.27290361],\n", " ...,\n", - " [15.20566692, 14.05158885, 14.1800073 ],\n", - " [15.25055965, 14.13950146, 13.08552713],\n", - " [14.3905365 , 14.39328047, 13.25072922]])" + " [15.05743924, 15.05442324, 12.92902711],\n", + " [15.05150974, 14.19658634, 13.04518545],\n", + " [14.08012849, 13.96889462, 13.08442326]])" ] }, "execution_count": 8, @@ -386,19 +386,19 @@ { "data": { "text/plain": [ - "{'pos': array([[13.71706458, 13.85991115, 14.24420638],\n", - " [12.90186561, 13.9731532 , 13.85780053],\n", - " [12.65247079, 14.94789949, 14.08068827],\n", + "{'pos': array([[13.77670386, 14.44293733, 13.96202581],\n", + " [12.7067856 , 14.20429917, 13.90140179],\n", + " [11.75147301, 14.17780749, 14.27290361],\n", " ...,\n", - " [15.20566692, 14.05158885, 14.1800073 ],\n", - " [15.25055965, 14.13950146, 13.08552713],\n", - " [14.3905365 , 14.39328047, 13.25072922]]),\n", + " [15.05743924, 15.05442324, 12.92902711],\n", + " [15.05150974, 14.19658634, 13.04518545],\n", + " [14.08012849, 13.96889462, 13.08442326]]),\n", " 'spam': array([1, 2, 3]),\n", " 'block': 2,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 7.7636257031509635,\n", - " 'potentialEnergy': 3.949779532588296,\n", - " 'time': 1.384133336189678}" + " 'kineticEnergy': 7.7540847730028135,\n", + " 'potentialEnergy': 5.083867047820113,\n", + " 'time': 1.3487397978843496}" ] }, "execution_count": 9, @@ -481,7 +481,7 @@ "[('pos', ), ('spam', )]\n", "\n", " looking at block 15 attrs\n", - "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 6.504475441339525), ('potentialEnergy', 4.915549541588101), ('time', 4.289104819997002)]\n", + "[('block', 15), ('eggs', \"I don't eat green eggs and ham!!!\"), ('kineticEnergy', 7.301050292099044), ('potentialEnergy', 5.21200792658476), ('time', 4.182637056604648)]\n", "Note that blocks in simulation and in a reporter are syncronized for a simple simulation when you're saving every block starting right away\n" ] } @@ -579,28 +579,28 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(14, {'pos': array([[13.66437623, 14.17163004, 13.84933038],\n", - " [12.93418967, 14.27746393, 14.26268868],\n", - " [12.67254693, 15.14264372, 14.0996308 ],\n", + "(18, {'pos': array([[12.51086061, 13.83818873, 13.45350043],\n", + " [12.78139492, 14.50096674, 14.28880353],\n", + " [11.79955253, 14.67199473, 14.5766987 ],\n", " ...,\n", - " [15.71252204, 13.82821797, 13.94893347],\n", - " [15.18090901, 14.30120532, 13.39670931],\n", - " [14.80572444, 14.66241544, 13.97123064]]),\n", + " [15.36093788, 14.99209487, 12.99663787],\n", + " [15.36078007, 14.3093237 , 13.89419497],\n", + " [14.49182306, 14.03461682, 13.49497998]]),\n", " 'spam': array([1, 2, 3]),\n", - " 'block': 14,\n", + " 'block': 18,\n", " 'eggs': \"I don't eat green eggs and ham!!!\",\n", - " 'kineticEnergy': 6.791202086917854,\n", - " 'potentialEnergy': 4.655816870043763,\n", - " 'time': 4.06709036259301})" + " 'kineticEnergy': 7.233734407429165,\n", + " 'potentialEnergy': 5.216835906387824,\n", + " 'time': 4.832271791303491})" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -608,7 +608,7 @@ "source": [ "\n", "rep = HDF5Reporter(folder=\"test\", overwrite=False, check_exists=False)\n", - "ind, data = rep.continue_sim()\n", + "ind, data = rep.continue_trajectory()\n", "ind, data # look at what is returned" ] },

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