{ "cells": [ { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import numpy\n", "import matplotlib.pyplot\n", "import os\n", "import json\n", "#for partial specialization\n", "import cModel\n", "import importlib\n", "importlib.reload(cModel)\n", "import time\n", "import ivp\n", "importlib.reload(ivp)\n", "import runSolver\n", "importlib.reload(runSolver)\n", "import numpy.linalg\n", "\n", "def getModel(solution,modelName):\n", " Q=solution[modelName]\n", " model=cModel.model()\n", " setupFile=Q['setup']\n", " modelFile=Q['model']\n", " parameterFile=Q['parameters']\n", " print('modelFile: {} {}'.format(modelFile,os.path.isfile(modelFile)))\n", " print('parameterFile: {} {}'.format(parameterFile,os.path.isfile(parameterFile)))\n", " model.parse(modelFile,parameterFile)\n", " return model\n", "\n", "def getSum(data,modelName):\n", " \n", " model=getModel(data,modelName)\n", " Q=data[modelName]['solution']\n", " lut=Q['lut']\n", " total=Q['sol'][-1,lut['total']]\n", " #print(total)\n", " fQ={}\n", " for x in lut:\n", " if x=='total':\n", " continue\n", " j=lut[x]\n", " try:\n", " v=model.get(model.mod['volumes'][x])['value']\n", " fQ[x]=Q['sol'][-1,j]*v/total\n", " except KeyError:\n", " #print('{} {}'.format(x,x in model.mod['scaled']))\n", " fQ[x]=Q['sol'][-1,j]\n", " print(sum(list(fQ.values())))\n", " print(sorted(fQ.items(), key=lambda item:item[1]))\n", "\n", "def mergeSolutions(seq):\n", " out={}\n", " #each element in sequence should have this components\n", " for v in ['t','sol','se','qt','sOut']:\n", " out[v]=numpy.concatenate([x[v] for x in seq])\n", " #copy last for settings\n", " for v in ['lut','lutSE','setup','model','parameters','qt','sOut']:\n", " out[v]=seq[-1][v]\n", " return out \n", "\n", "def updateSetup(job):\n", " setupFileSrc=job['setupFile']\n", " setupFile=os.path.join(job['jobDir'],'setupInput.json')\n", "\n", " with open(setupFileSrc,'r') as f:\n", " setup=json.load(f)\n", " try:\n", " setup.update(job['setupUpdates'])\n", " except KeyError:\n", " pass\n", " \n", " with open(setupFile,'w+') as f:\n", " f.write(json.dumps(setup))\n", " return setupFile\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "a={}\n", "fh=os.path.expanduser('~')\n", "a['jobDir']=os.path.join(fh,'temp','cDiazepam')\n", "a['modelFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam.json')\n", "a['parameterFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam_parameters.json')\n", "a['setupFile']=os.path.join(fh,'software','src','PBPK','setup','setupMinute.json')\n", "model=cModel.model()\n", "model.parse(a['modelFile'],a['parameterFile'])\n", "model.inspect()\n", "model.get('venousInput')\n", "#runSolver.main([a['setupFile'],a['modelFile'],a['parameterFile']],jobDir=a['jobDir'],startDir='NONE')" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using /home/studen/temp/cDiazepam\n", "Using solution from None\n", "t0=0\n", "t0 0 tmax 1.0\n", "At t=21.86\n", "At t=33.23\n", "At t=44.66\n", "At t=59.22\n", "At t=75.71\n", "At t=93.42\n", "Done simultaneous LSODA SE\n", "Time: 0.479 s\n", "Completed step _step000\n", "Completed run\n", "Written /home/studen/temp/cDiazepam/setup.json\n", "Written /home/studen/temp/cDiazepam/model.json\n", "Written /home/studen/temp/cDiazepam/parameters.json\n", "Using /home/studen/temp/cDiazepamF\n", "Using solution from None\n", "t0=0\n", "t0 0 tmax 1.0\n", "At t=24.99\n", "At t=33.75\n", "At t=38.07\n", "At t=42.68\n", "At t=45.68\n", "At t=48.08\n", "At t=50.55\n", "At t=53.08\n", "At t=55.98\n", "At t=59.13\n", "At t=62.36\n", "At t=65.66\n", "At t=69.04\n", "At t=72.48\n", "At t=75.95\n", "At t=79.27\n", "At t=82.21\n", "At t=85.19\n", "At t=88.22\n", "At t=91.32\n", "At t=94.46\n", "At t=97.66\n", "Done simultaneous LSODA SE\n", "Time: 7.988 s\n", "Completed step _step000\n", "Completed run\n", "Written /home/studen/temp/cDiazepamF/setup.json\n", "Written /home/studen/temp/cDiazepamF/model.json\n", "Written /home/studen/temp/cDiazepamF/parameters.json\n" ] } ], "source": [ "#run solver\n", "fh=os.path.expanduser('~')\n", "i=0\n", "data={}\n", "a={}\n", "#based on\n", "#MD Thompson, DA Beard, F Wu. Use of partition coefficient in flow-limited physiologically based pharmacokinetic modelling. \n", "#J Pharmacokinet Pharmacodyn 39 (4) 2012.\n", "a['jobDir']=os.path.join(fh,'temp','cDiazepam')\n", "a['modelFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam.json')\n", "#set input to 1 for one minute\n", "a['parameterFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam_parameters1.json')\n", "a['setupFile']=os.path.join(fh,'software','src','PBPK','setup','setupMinute.json')\n", "a['srcDir']='NONE'\n", "a['doCalculate']=True\n", "data['cDiazepam']=[a]\n", "\n", "c={}\n", "c['jobDir']=os.path.join(fh,'temp','cDiazepam1')\n", "c['modelFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam.json')\n", "#set input to 0\n", "c['parameterFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam_parameters2.json')\n", "c['setupFile']=os.path.join(fh,'software','src','PBPK','setup','setupHours.json')\n", "c['srcDir']=os.path.join(fh,'temp','cDiazepam')\n", "c['doCalculate']=True\n", "#data['cDiazepam'].append(c)\n", "\n", "b={}\n", "#MD Thompson, DA Beard, F Wu. Use of partition coefficient in flow-limited physiologically based pharmacokinetic modelling. \n", "#J Pharmacokinet Pharmacodyn 39 (4) 2012.\n", "b['jobDir']=os.path.join(fh,'temp','cDiazepamF')\n", "b['modelFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam.json')\n", "b['parameterFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam_parameters.json')\n", "b['setupFile']=os.path.join(fh,'software','src','PBPK','setup','setupMinute.json')\n", "b['srcDir']='NONE'\n", "b['doCalculate']=True\n", "data['cDiazepamF']=[b]\n", "\n", "d={}\n", "#MD Thompson, DA Beard, F Wu. Use of partition coefficient in flow-limited physiologically based pharmacokinetic modelling. \n", "#J Pharmacokinet Pharmacodyn 39 (4) 2012.\n", "d['jobDir']=os.path.join(fh,'temp','cDiazepamB')\n", "d['modelFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam.json')\n", "d['parameterFile']=os.path.join(fh,'software','src','PBPK','models','cDiazepam_parameters3.json')\n", "d['setupFile']=os.path.join(fh,'software','src','PBPK','setup','setupHours.json')\n", "#d['setupUpdates']={'mode':'solveMatrix','method':'separately'}\n", "d['srcDir']='NONE'\n", "d['doCalculate']=True\n", "#data['cDiazepamB']=[d]\n", "\n", "#make sure we do it in proper order\n", "for x in data:\n", " seq=data[x]\n", " for job in seq:\n", " if not job['doCalculate']:\n", " continue\n", " \n", " if not os.path.isdir(job['jobDir']):\n", " os.mkdir(job['jobDir'])\n", " \n", " #adjust local setup file with ad-hoc modifications\n", " setupFile=updateSetup(job)\n", " \n", " runSolver.main([setupFile,job['modelFile'],job['parameterFile']],job['jobDir'],job['srcDir'])\n", " \n", "\n", "#t0,y0,S1,lut,lutSE=runSolver.getStartPoint(setup)\n" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "t0 0 tmax 1.0\n", "Parsing [1/1]\n", "t0 0 tmax 1.0\n", "Parsing [1/1]\n" ] } ], "source": [ "#make solutions transparent\n", "solution={}\n", "for x in data:\n", " seq=[runSolver.loadSolutionFromDir(job['jobDir'],True) for job in data[x]]\n", " solution[x]=mergeSolutions(seq)\n" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "modelFile: /home/studen/temp/cDiazepamF/model.json True\n", "parameterFile: /home/studen/temp/cDiazepamF/parameters.json True\n", "tscale=1\n", "Time unit: min\n", "Compartments\n", "adipose/0:\n", "\ttargets\n", "\t\tadipose[0,0]: [-0.01103896103896104]\n", "\t\tarterial[0,13]: [0.255]\n", "brain/1:\n", "\ttargets\n", "\t\tbrain[1,1]: [-0.2954545454545454]\n", "\t\tarterial[1,13]: [0.65]\n", "heart/2:\n", "\ttargets\n", "\t\theart[2,2]: [-0.9767441860465117]\n", "\t\tarterial[2,13]: [4.2]\n", "kidney/3:\n", "\ttargets\n", "\t\tkidney[3,3]: [-1.5971153846153845]\n", "\t\tarterial[3,13]: [8.305]\n", "liver/4:\n", "\ttargets\n", "\t\tliver[4,4]: [-0.057272727272727274, -0.25674325674325676]\n", "\t\tsplanchnic[4,5]: [0.4281183932346723]\n", "\t\tstomach[4,6]: [0.03838383838383838]\n", "\t\tarterial[4,13]: [0.3227272727272727]\n", "splanchnic/5:\n", "\ttargets\n", "\t\tsplanchnic[5,5]: [-0.3139534883720931]\n", "\t\tarterial[5,13]: [1.35]\n", "stomach/6:\n", "\ttargets\n", "\t\tstomach[6,6]: [-0.3838383838383838]\n", "\t\tarterial[6,13]: [1.727272727272727]\n", "muscle/7:\n", "\ttargets\n", "\t\tmuscle[7,7]: [-0.05416666666666667]\n", "\t\tarterial[7,13]: [0.13]\n", "skin/8:\n", "\ttargets\n", "\t\tskin[8,8]: [-0.05065639269406392]\n", "\t\tarterial[8,13]: [0.16210045662100456]\n", "testes/9:\n", "\ttargets\n", "\t\ttestes[9,9]: [-0.16170212765957445]\n", "\t\tarterial[9,13]: [0.76]\n", "remainder/10:\n", "\ttargets\n", "\t\tremainder[10,10]: [-0.01883390870732643]\n", "\t\tarterial[10,13]: [0.31075949367088607]\n", "lung/11:\n", "\ttargets\n", "\t\tvenous[11,14]: [66.66666666666667]\n", "\t\tlung[11,11]: [-12.578616352201259]\n", "excrement/12:\n", "\ttargets\n", "\t\tliver[12,4]: [0.63]\n", "arterial/13:\n", "\ttargets\n", "\t\tarterial[13,13]: [-0.375, -0.11470588235294119, -0.6176470588235294, -2.442647058823529, -0.5220588235294118, -2.389705882352941, -1.0441176470588236, -0.27941176470588236, -0.7220588235294118, -2.9779411764705883, -0.27941176470588236]\n", "\t\tlung[13,11]: [2.219755826859046]\n", "venous/14:\n", "\tinput\n", "\t\tvenousInput\n", "\ttargets\n", "\t\tadipose[14,0]: [0.008116883116883116]\n", "\t\tbrain[14,1]: [0.02606951871657754]\n", "\t\theart[14,2]: [0.07181942544459645]\n", "\t\tkidney[14,3]: [0.23486990950226241]\n", "\t\tliver[14,4]: [0.2076599870717518]\n", "\t\tmuscle[14,7]: [0.49785539215686275]\n", "\t\tskin[14,8]: [0.16314338235294118]\n", "\t\ttestes[14,9]: [0.02972465581977472]\n", "\t\tremainder[14,10]: [0.021880570409982175]\n", "\t\tvenous[14,14]: [-5.882352941176471]\n", "total/15:\n", "\ttargets\n", "Flows\n", "\tarterial:adipose[(arterial,venous):adipose]:adiposeFlow [{'value': 2.55, 'derivatives': {'adiposeFlow': 1}}]\n", "\tvenous:adipose[(arterial,venous):adipose]:adiposeFlow [{'value': 2.55, 'derivatives': {'adiposeFlow': 1}}]\n", "\tarterial:brain[(arterial,venous):brain]:brainFlow [{'value': 0.78, 'derivatives': {'brainFlow': 1}}]\n", "\tvenous:brain[(arterial,venous):brain]:brainFlow [{'value': 0.78, 'derivatives': {'brainFlow': 1}}]\n", "\tarterial:heart[(arterial,venous):heart]:heartFlow [{'value': 4.2, 'derivatives': {'heartFlow': 1}}]\n", "\tvenous:heart[(arterial,venous):heart]:heartFlow [{'value': 4.2, 'derivatives': {'heartFlow': 1}}]\n", "\tarterial:kidney[(arterial,venous):kidney]:kidneyFlow [{'value': 16.61, 'derivatives': {'kidneyFlow': 1}}]\n", "\tvenous:kidney[(arterial,venous):kidney]:kidneyFlow [{'value': 16.61, 'derivatives': {'kidneyFlow': 1}}]\n", "\tarterial:liver[arterial:liver]:liverInFlow [{'value': 3.55, 'derivatives': {'liverInFlow': 1}}]\n", "\tliver:venous[liver:venous]:liverOutFlow [{'value': 25.7, 'derivatives': {'liverInFlow': 1, 'stomachFlow': 1, 'splanchnicFlow': 1}}]\n", "\tarterial:lung[(arterial,venous):lung]:totalFlow [{'value': 80, 'derivatives': {'totalFlow': 1}}]\n", "\tvenous:lung[(arterial,venous):lung]:totalFlow [{'value': 80, 'derivatives': {'totalFlow': 1}}]\n", "\tarterial:muscle[(arterial,venous):muscle]:muscleFlow [{'value': 16.25, 'derivatives': {'muscleFlow': 1}}]\n", "\tvenous:muscle[(arterial,venous):muscle]:muscleFlow [{'value': 16.25, 'derivatives': {'muscleFlow': 1}}]\n", "\tarterial:skin[(arterial,venous):skin]:skinFlow [{'value': 7.1, 'derivatives': {'skinFlow': 1}}]\n", "\tvenous:skin[(arterial,venous):skin]:skinFlow [{'value': 7.1, 'derivatives': {'skinFlow': 1}}]\n", "\tarterial:splanchnic[(arterial,liver):splanchnic]:splanchnicFlow [{'value': 20.25, 'derivatives': {'splanchnicFlow': 1}}]\n", "\tliver:splanchnic[(arterial,liver):splanchnic]:splanchnicFlow [{'value': 20.25, 'derivatives': {'splanchnicFlow': 1}}]\n", "\tarterial:stomach[(arterial,liver):stomach]:stomachFlow [{'value': 1.9, 'derivatives': {'stomachFlow': 1}}]\n", "\tliver:stomach[(arterial,liver):stomach]:stomachFlow [{'value': 1.9, 'derivatives': {'stomachFlow': 1}}]\n", "\tarterial:testes[(arterial,venous):testes]:testesFlow [{'value': 1.9, 'derivatives': {'testesFlow': 1}}]\n", "\tvenous:testes[(arterial,venous):testes]:testesFlow [{'value': 1.9, 'derivatives': {'testesFlow': 1}}]\n", "\tarterial:remainder[(arterial,venous):remainder]:remainderFlow [{'value': 4.91, 'derivatives': {'remainderFlow': 1}}]\n", "\tvenous:remainder[(arterial,venous):remainder]:remainderFlow [{'value': 4.91, 'derivatives': {'remainderFlow': 1}}]\n", "Volumes\n", "\tadipose:adiposeVolume [{'value': 10, 'derivatives': {'adiposeVolume': 1}}]\n", "\tbrain:brainVolume [{'value': 1.2, 'derivatives': {'brainVolume': 1}}]\n", "\theart:heartVolume [{'value': 1, 'derivatives': {'heartVolume': 1}}]\n", "\tkidney:kidneyVolume [{'value': 2, 'derivatives': {'kidneyVolume': 1}}]\n", "\tliver:liverVolume [{'value': 11, 'derivatives': {'liverVolume': 1}}]\n", "\tlung:lungVolume [{'value': 1.2, 'derivatives': {'lungVolume': 1}}]\n", "\tmuscle:muscleVolume [{'value': 125, 'derivatives': {'muscleVolume': 1}}]\n", "\tskin:skinVolume [{'value': 43.8, 'derivatives': {'skinVolume': 1}}]\n", "\tsplanchnic:splanchnicVolume [{'value': 15, 'derivatives': {'splanchnicVolume': 1}}]\n", "\tstomach:stomachVolume [{'value': 1.1, 'derivatives': {'stomachVolume': 1}}]\n", "\ttestes:testesVolume [{'value': 2.5, 'derivatives': {'testesVolume': 1}}]\n", "\tremainder:remainderVolume [{'value': 15.8, 'derivatives': {'remainderVolume': 1}}]\n", "\tvenous:venousVolume [{'value': 13.6, 'derivatives': {'venousVolume': 1}}]\n", "\tarterial:arterialVolume [{'value': 6.8, 'derivatives': {'arterialVolume': 1}}]\n", "Partition coefficients\n", "\tadipose:adiposePC [{'value': 23.1, 'derivatives': {'adiposePC': 1}}]\n", "\tbrain:brainPC [{'value': 2.2, 'derivatives': {'brainPC': 1}}]\n", "\theart:heartPC [{'value': 4.3, 'derivatives': {'heartPC': 1}}]\n", "\tkidney:kidneyPC [{'value': 5.2, 'derivatives': {'kidneyPC': 1}}]\n", "\tliver:liverPC [{'value': 9.1, 'derivatives': {'liverPC': 1}}]\n", "\tlung:lungPC [{'value': 5.3, 'derivatives': {'lungPC': 1}}]\n", "\tmuscle:musclePC [{'value': 2.4, 'derivatives': {'musclePC': 1}}]\n", "\tremainder:remainderPC [{'value': 16.5, 'derivatives': {'remainderPC': 1}}]\n", "\tskin:skinPC [{'value': 3.2, 'derivatives': {'skinPC': 1}}]\n", "\tsplanchnic:splanchnicPC [{'value': 4.3, 'derivatives': {'splanchnicPC': 1}}]\n", "\tstomach:stomachPC [{'value': 4.5, 'derivatives': {'stomachPC': 1}}]\n", "\ttestes:testesPC [{'value': 4.7, 'derivatives': {'testesPC': 1}}]\n", "***********done************\n", "(16, 16)\n", "6\n", "{'value': functools.partial(, A=250000.0, tau=10), 'function': True, 'derivatives': {'inputTau': . at 0x7ffb472afd00>, 'inputA': . at 0x7ffb472af2e0>}}\n", "Time: 0.038 s\n", "Rank: 14/(16, 16)\n", "[[ -0.01 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.26 0. 0. ]\n", " [ 0. -0.3 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.65 0. 0. ]\n", " [ 0. 0. -0.98 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 4.2 0. 0. ]\n", " [ 0. 0. 0. -1.6 0. 0. 0. 0. 0. 0. 0. 0. 0. 8.3 0. 0. ]\n", " [ 0. 0. 0. 0. -0.31 0.43 0.04 0. 0. 0. 0. 0. 0. 0.32 0. 0. ]\n", " [ 0. 0. 0. 0. 0. -0.31 0. 0. 0. 0. 0. 0. 0. 1.35 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. -0.38 0. 0. 0. 0. 0. 0. 1.73 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. -0.05 0. 0. 0. 0. 0. 0.13 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. 0. -0.05 0. 0. 0. 0. 0.16 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. 0. 0. -0.16 0. 0. 0. 0.76 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. -0.02 0. 0. 0.31 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. -12.58 0. 0. 66.67 0. ]\n", " [ 0. 0. 0. 0. 0.63 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 2.22 0. -11.76 0. 0. ]\n", " [ 0.01 0.03 0.07 0.23 0.21 0. 0. 0.5 0.16 0.03 0.02 0. 0. 0. -5.88 0. ]\n", " [ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. ]]\n", "[[-0.01+3.14e-03j -0.01-3.14e-03j]\n", " [-0.03+8.06e-03j -0.03-8.06e-03j]\n", " [-0.23+5.26e-02j -0.23-5.26e-02j]\n", " [-0.49+1.04e-01j -0.49-1.04e-01j]\n", " [-0.01+3.82e-03j -0.01-3.82e-03j]\n", " [-0.07+1.67e-02j -0.07-1.67e-02j]\n", " [-0.09+2.15e-02j -0.09-2.15e-02j]\n", " [-0.01+1.60e-03j -0.01-1.60e-03j]\n", " [-0.01+2.00e-03j -0.01-2.00e-03j]\n", " [-0.04+9.39e-03j -0.04-9.39e-03j]\n", " [-0.01+3.82e-03j -0.01-3.82e-03j]\n", " [ 0.71+0.00e+00j 0.71-0.00e+00j]\n", " [ 0. -1.08e-04j 0. +1.08e-04j]\n", " [ 0.38-1.80e-01j 0.38+1.80e-01j]\n", " [ 0.05+1.75e-02j 0.05-1.75e-02j]\n", " [ 0. +0.00e+00j 0. -0.00e+00j]]\n", "101 101\n", "[ 2.50e+05+4.44e-12j -1.20e+05-5.11e-11j 4.70e+04-3.07e+05j 4.70e+04+3.07e+05j 2.63e+04+2.27e-11j -3.88e+04-9.01e-12j 2.33e+04+4.02e-12j\n", " 1.03e+03-6.35e-12j 3.45e+01+5.13e-13j -7.98e+03-2.39e-12j -2.15e+04+9.46e-12j 2.11e+05+5.67e-12j -9.67e+03+5.28e-13j 1.39e+04+6.74e-12j\n", " -1.11e+02-3.68e-13j 2.50e+05+0.00e+00j]\n" ] }, { "data": { "image/png": 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\n", 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L9qFaCAEcLeXRHCIiIk9gyGkFJElCr6bHOxzi4GMiIiKPYMhpJeQrrDj4mIiIyCMYcloJ171yDhbbFO6EiIgoMDDktBJ9OhkAAAeLeSSHiIjIExhyWok+JgNUEnC+sg6ltlql2yEiIvJ7DDmtRLBWje4dGwcf55/lKSsiIqKbxZDTivSLaTxldYDjcoiIiG4aQ04r0rdpXE7+WavCnRAREfk/hpxWpF+MEQBPVxEREXkCQ04r4jpddfJCNWy1doW7ISIi8m8MOa1IRKgWMUY9AOAQLyUnIiK6KQw5rUzfGI7LISIi8gSGnFamL8flEBEReQRDTisjX0bOkENERHRTGHJaGddl5EdKK1Df4FS4GyIiIv/FkNPKdIkIhjE4CHaH4BPJiYiIbgJDTisjSZJ8NIenrIiIiH4+hpxWiI93ICIiunkMOa0QLyMnIiK6eS0OOdu3b8e4ceMQExMDSZKwdu1aeZndbse8efOQmJiI0NBQxMTE4NFHH8XZs2fd1tGtWzdIkuQ2LVy40K1m3759uPPOO6HX6xEbG4tFixZd0cuaNWuQkJAAvV6PxMREfP311y3dnFbJ9XiHA2dtcDqFwt0QERH5pxaHnKqqKgwcOBDLly+/Yll1dTV+/PFHvPzyy/jxxx/x2WefoaCgAL/+9a+vqH3llVdQXFwsT88++6y8zGazYfTo0YiLi0NOTg4WL16MBQsW4J133pFrdu7ciQkTJmDatGnYu3cvxo8fj/HjxyMvL6+lm9Tq9OgYCq1Ghap6B4rKqpVuh4iIyC9pWvqBsWPHYuzYsVddZjQakZmZ6TbvzTffxLBhw1BUVISuXbvK88PCwmAyma66nlWrVqG+vh7vvfcetFot+vXrB7PZjKVLl2L69OkAgGXLlmHMmDF4/vnnAQCvvvoqMjMz8eabb2LFihUt3axWRaNWIcEUhn2nrcg/a0O3DqFKt0REROR3vD4mx2q1QpIkhIeHu81fuHAhIiMjMXjwYCxevBgNDQ3ysuzsbIwcORJarVael5qaioKCAly8eFGuSUlJcVtnamoqsrOzr9lLXV0dbDab29Ra9eO4HCIiopvS4iM5LVFbW4t58+ZhwoQJMBgM8vznnnsOQ4YMQfv27bFz506kp6ejuLgYS5cuBQBYLBbEx8e7rSs6OlpeFhERAYvFIs+7vMZisVyzn4yMDPzxj3/01OZ5VePjHU7x8Q5EREQ/k9dCjt1ux0MPPQQhBN5++223ZXPnzpVfDxgwAFqtFk899RQyMjKg0+m81RLS09PdvttmsyE2NtZr33czeBk5ERHRzfHK6SpXwDl58iQyMzPdjuJcTVJSEhoaGnDixAkAgMlkQklJiVuN671rHM+1aq41zgcAdDodDAaD29RaJZjCIEnAuYo6lFbUKt0OERGR3/F4yHEFnCNHjmDTpk2IjIy84WfMZjNUKhWioqIAAMnJydi+fTvsdrtck5mZid69eyMiIkKuycrKcltPZmYmkpOTPbg1ygnRatCjYzsAwP7THJdDRETUUi0OOZWVlTCbzTCbzQCAwsJCmM1mFBUVwW6344EHHsCePXuwatUqOBwOWCwWWCwW1NfXA2gcMPz6668jNzcXx48fx6pVqzBnzhxMnjxZDjATJ06EVqvFtGnTkJ+fj08//RTLli1zO9U0a9YsbNiwAUuWLMGhQ4ewYMEC7NmzBzNnzvTAbmkdBnRpvF9OLkMOERFRy4kW2rJliwBwxTRlyhRRWFh41WUAxJYtW4QQQuTk5IikpCRhNBqFXq8Xffr0Ea+99pqora11+57c3FwxYsQIodPpROfOncXChQuv6GX16tWiV69eQqvVin79+on169e3aFusVqsAIKxWa0t3g098sLNQxM1bJx59d5fSrRAREbUazf39loQQbfaWujabDUajEVartVWOz8k9VY7fLP8OESFB+PHlX0KSJKVbIiIiUlxzf7/57KpWLKFTGLRqFS5W23GqrEbpdoiIiPwKQ04rptOo0afpUnLz6XJlmyEiIvIzDDmt3CDX4ONT5co2QkRE5GcYclq5gbHhABhyiIiIWoohp5VzhZy8s1bYHU5lmyEiIvIjDDmtXHxkKML0GtTanThcUqF0O0RERH6DIaeVU6mkSzcFPMWbAhIRETUXQ44fGNglHADH5RAREbUEQ44fkAcf8zJyIiKiZmPI8QODmkLO4ZIKVNc3KNsMERGRn2DI8QPRBj1MBj2cAsg7Y1O6HSIiIr/AkOMnBsbypoBEREQtwZDjJ1zjcvh4ByIiouZhyPETg3iFFRERUYsw5PiJ/k33yjl9sQbnK+sU7oaIiKj1Y8jxEwZ9EHp0DAUA7OMpKyIiohtiyPEj8rgc3vmYiIjohhhy/MggOeSUK9oHERGRP2DI8SNDukYAAPYWXYTDKRTuhoiIqHVjyPEjCaYwhGrVqKht4BPJiYiIboAhx49o1CoMbjqas+fkRYW7ISIiat0YcvzM0G5NIedEmcKdEBERtW4MOX5maFx7AMCeEzySQ0REdD0MOX5mUNdwqCTgTHkNiq01SrdDRETUajHk+Jl2Og36xhgA8GgOERHR9TDk+KFLp6w4LoeIiOhaGHL8kGvw8W4eySEiIromhhw/5DqSc8hiQ0WtXeFuiIiIWieGHD9kMurRJSIYTgHsLSpXuh0iIqJWiSHHTw2N400BiYiIrochx08N7cbBx0RERNfDkOOnXIOPzafKYXc4Fe6GiIio9WHI8VO9osIQptegut6Bg8U2pdshIiJqdRhy/JRKJeFW17gcXkpORER0BYYcP3aba1zOSY7LISIi+qkWh5zt27dj3LhxiImJgSRJWLt2rdtyIQTmz5+PTp06ITg4GCkpKThy5IhbTVlZGSZNmgSDwYDw8HBMmzYNlZWVbjX79u3DnXfeCb1ej9jYWCxatOiKXtasWYOEhATo9XokJibi66+/bunm+LXLj+QIIRTuhoiIqHVpccipqqrCwIEDsXz58qsuX7RoEd544w2sWLECu3btQmhoKFJTU1FbWyvXTJo0Cfn5+cjMzMS6deuwfft2TJ8+XV5us9kwevRoxMXFIScnB4sXL8aCBQvwzjvvyDU7d+7EhAkTMG3aNOzduxfjx4/H+PHjkZeX19JN8lsDu4QjSC2htKIOp8r4sE4iIiI34iYAEJ9//rn83ul0CpPJJBYvXizPKy8vFzqdTnz88cdCCCEOHDggAIjdu3fLNd98842QJEmcOXNGCCHEW2+9JSIiIkRdXZ1cM2/ePNG7d2/5/UMPPSTS0tLc+klKShJPPfVUs/u3Wq0CgLBarc3+TGtz7/IdIm7eOvHp7iKlWyEiIvKJ5v5+e3RMTmFhISwWC1JSUuR5RqMRSUlJyM7OBgBkZ2cjPDwcQ4cOlWtSUlKgUqmwa9cuuWbkyJHQarVyTWpqKgoKCnDx4kW55vLvcdW4vudq6urqYLPZ3CZ/l9wjEgCQfeyCwp0QERG1Lh4NORaLBQAQHR3tNj86OlpeZrFYEBUV5bZco9Ggffv2bjVXW8fl33GtGtfyq8nIyIDRaJSn2NjYlm5iq3N7jw4AgJ3HznNcDhER0WXa1NVV6enpsFqt8nTq1CmlW7ppt8ZFQKtWocRWh+Pnq5Ruh4iIqNXwaMgxmUwAgJKSErf5JSUl8jKTyYTS0lK35Q0NDSgrK3Orudo6Lv+Oa9W4ll+NTqeDwWBwm/ydPkiNIXHhAHjKioiI6HIeDTnx8fEwmUzIysqS59lsNuzatQvJyckAgOTkZJSXlyMnJ0eu2bx5M5xOJ5KSkuSa7du3w263yzWZmZno3bs3IiIi5JrLv8dV4/qetiS5e+MpK4YcIiKiS1occiorK2E2m2E2mwE0DjY2m80oKiqCJEmYPXs2/vSnP+HLL7/E/v378eijjyImJgbjx48HAPTp0wdjxozBk08+iR9++AHfffcdZs6ciYcffhgxMTEAgIkTJ0Kr1WLatGnIz8/Hp59+imXLlmHu3LlyH7NmzcKGDRuwZMkSHDp0CAsWLMCePXswc+bMm98rfub2nk2Dj49fgNPJcTlEREQAWn4J+ZYtWwSAK6YpU6YIIRovI3/55ZdFdHS00Ol0YtSoUaKgoMBtHRcuXBATJkwQ7dq1EwaDQTz22GOioqLCrSY3N1eMGDFC6HQ60blzZ7Fw4cIrelm9erXo1auX0Gq1ol+/fmL9+vUt2pZAuIRcCCHq7A6R8NI3Im7eOnGw2L+3hYiI6Eaa+/stCdF2L8mx2WwwGo2wWq1+Pz7n0fd+wPbD5zD/nr54fES80u0QERF5TXN/v9vU1VWBLLl74ymrnRyXQ0REBIAhJ2Dc3nRTwF2FF+DguBwiIiKGnEDRL8aAML0GFbUNyD9rVbodIiIixTHkBAiNWoWkeJ6yIiIicmHICSCuU1YMOURERAw5AcX1sM7dhWWob3Aq3A0REZGyGHICSO/oMLQP1aLG7sC+0+VKt0NERKQohpwAolJJvJSciIioCUNOgHGdstpx9LzCnRARESmLISfA3HlL48M6fzx5ERW19htUExERBS6GnAATFxmK+A6haHAKfMejOURE1IYx5ASgu3p1BABsO3xO4U6IiIiUw5ATgH7RuzHkbC04hzb8/FUiImrjGHIC0PDukdBpVCi21uJwSaXS7RARESmCIScA6YPUGN50Kfm2w6UKd0NERKQMhpwAdfkpKyIioraIISdA/aJ3FABg94kyVNY1KNwNERGR7zHkBKhukSHo2j4EdofATl5KTkREbRBDToCSJEk+ZcVLyYmIqC1iyAlgvJSciIjaMoacADa8eyS0GhXOlNfg2DleSk5ERG0LQ04AC9FqkBTfHgCvsiIioraHISfA8REPRETUVjHkBDjXpeS7jpehup6XkhMRUdvBkBPgenQMRZeIYNQ7nNhxhJeSExFR28GQE+AkSUJKn2gAQOaBEoW7ISIi8h2GnDZgdL/GkLPpYAkaHE6FuyEiIvINhpw2YFi39ggPCcLFajv2nLyodDtEREQ+wZDTBmjUKoxKaDya8+98nrIiIqK2gSGnjXCdsvr3AQvvfkxERG0CQ04bMfKWjtAHqXD6Yg0OFNuUboeIiMjrGHLaiGCtGiNvabwxIE9ZERFRW8CQ04aM7mcCAPybl5ITEVEbwJDThoxKiIJKAg4W23CqrFrpdoiIiLzK4yGnW7dukCTpimnGjBkAgF/84hdXLHv66afd1lFUVIS0tDSEhIQgKioKzz//PBoa3B9JsHXrVgwZMgQ6nQ49e/bEypUrPb0pASciVIthTQ/s3JhvUbgbIiIi7/J4yNm9ezeKi4vlKTMzEwDw4IMPyjVPPvmkW82iRYvkZQ6HA2lpaaivr8fOnTvxwQcfYOXKlZg/f75cU1hYiLS0NNx9990wm82YPXs2nnjiCWzcuNHTmxNwUl2nrDguh4iIApzHQ07Hjh1hMpnkad26dejRowfuuusuuSYkJMStxmAwyMv+/e9/48CBA/jwww8xaNAgjB07Fq+++iqWL1+O+vp6AMCKFSsQHx+PJUuWoE+fPpg5cyYeeOAB/PWvf/X05gScX/ZtvJR8z8kynK+sU7gbIiIi7/HqmJz6+np8+OGHePzxxyFJkjx/1apV6NChA/r374/09HRUV18aH5KdnY3ExERER0fL81JTU2Gz2ZCfny/XpKSkuH1XamoqsrOzr9tPXV0dbDab29TWdIkIQb8YA5wC2HywVOl2iIiIvMarIWft2rUoLy/H1KlT5XkTJ07Ehx9+iC1btiA9PR3/+te/MHnyZHm5xWJxCzgA5PcWi+W6NTabDTU1NdfsJyMjA0ajUZ5iY2NvdhP9kuuU1QaOyyEiogCm8ebK3333XYwdOxYxMTHyvOnTp8uvExMT0alTJ4waNQrHjh1Djx49vNkO0tPTMXfuXPm9zWZrk0FnTH8TlmYexrdHzqG8uh7hIVqlWyIiIvI4rx3JOXnyJDZt2oQnnnjiunVJSUkAgKNHjwIATCYTSkrcB8W63ptMpuvWGAwGBAcHX/O7dDodDAaD29QW9YoOQ4IpDHaHwIY8Hs0hIqLA5LWQ8/777yMqKgppaWnXrTObzQCATp06AQCSk5Oxf/9+lJZeGi+SmZkJg8GAvn37yjVZWVlu68nMzERycrIHtyCwjRvYeHTty9yzCndCRETkHV4JOU6nE++//z6mTJkCjebSGbFjx47h1VdfRU5ODk6cOIEvv/wSjz76KEaOHIkBAwYAAEaPHo2+ffvikUceQW5uLjZu3IiXXnoJM2bMgE6nAwA8/fTTOH78OP7whz/g0KFDeOutt7B69WrMmTPHG5sTkMYNaAw52ccvoNRWq3A3REREnueVkLNp0yYUFRXh8ccfd5uv1WqxadMmjB49GgkJCfjP//xP3H///fjqq6/kGrVajXXr1kGtViM5ORmTJ0/Go48+ildeeUWuiY+Px/r165GZmYmBAwdiyZIl+Mc//oHU1FRvbE5A6hoZgkGx4RACWL+/WOl2iIiIPE4SQgilm1CKzWaD0WiE1Wptk+Nz3ttRiFfWHcDgruH4/Hd3KN0OERFRszT395vPrmrD7hnQCSoJ2FtUzmdZERFRwGHIacOiDHoM7x4JAPhqHwcgExFRYGHIaePkq6zMDDlERBRYGHLauLH9TQhSSzhkqcCRkgql2yEiIvIYhpw2LjxEi5G3dAQAfMV75hARUQBhyCH8etClGwO24YvtiIgowDDkEFL6REMfpMKJC9XYd9qqdDtEREQewZBDCNVpMLpv43PB/i/ntMLdEBEReQZDDgEAHhra+DT2teYzqLU7FO6GiIjo5jHkEADg9h6R6BwejIraBmzM55PJiYjI/zHkEABApZLw4NAuAIDVe04p3A0REdHNY8gh2QO3doEkAd8dvcDHPBARkd9jyCFZl4gQ3NGjAwAOQCYiIv/HkENuXKes/i/nNJxO3jOHiIj8F0MOuUntZ4JBr8GZ8hrsPHZB6XaIiIh+NoYccqMPUmP84M4AOACZiIj8G0MOXcF1z5wN+RZYq+0Kd0NERPTzMOTQFfrFGNCnkwH1DU58kXtG6XaIiIh+FoYcuoIkSXioaQDyxz+c4kM7iYjILzHk0FXdN7gL9EEqHCy2Yc/Ji0q3Q0RE1GIMOXRVxpAg3Ns0APmDnSeUbYaIiOhnYMiha3pkeDcAwIY8C0pstco2Q0RE1EIMOXRNfWMMGNatPRqcAqt2FSndDhERUYsw5NB1Tbm9GwDgo11FqG9wKtsMERFRCzDk0HWN7hcNk0GP85V1+CavWOl2iIiImo0hh64rSK3CpKSuAICVHIBMRER+hCGHbujhYV2hVauwt6gc+06XK90OERFRszDk0A11DNMhbUAnAMAHO08q3A0REVHzMORQszyaHAcA+GrfWVyorFO4GyIiohtjyKFmGRQbjoFdjKhvcOKf2TyaQ0RErR9DDjWLJEmYPrIHAOCD7BOoqmtQuCMiIqLrY8ihZhvT34RukSEor7bjk92nlG6HiIjouhhyqNnUKglP3dV4NOfdb4/z5oBERNSqMeRQi9w3pDOiwnQ4a63Fl7lnlW6HiIjomhhyqEV0GjWmjYgHAKzYdgxOp1C4IyIioqvzeMhZsGABJElymxISEuTltbW1mDFjBiIjI9GuXTvcf//9KCkpcVtHUVER0tLSEBISgqioKDz//PNoaHAf6Lp161YMGTIEOp0OPXv2xMqVKz29KXQNE5O6IkyvwdHSSmw6WHLjDxARESnAK0dy+vXrh+LiYnnasWOHvGzOnDn46quvsGbNGmzbtg1nz57FfffdJy93OBxIS0tDfX09du7ciQ8++AArV67E/Pnz5ZrCwkKkpaXh7rvvhtlsxuzZs/HEE09g48aN3tgc+okwfRAeGd5435y3th6DEDyaQ0RErY8kPPwLtWDBAqxduxZms/mKZVarFR07dsRHH32EBx54AABw6NAh9OnTB9nZ2Rg+fDi++eYb3HPPPTh79iyio6MBACtWrMC8efNw7tw5aLVazJs3D+vXr0deXp687ocffhjl5eXYsGFDs3u12WwwGo2wWq0wGAw3t+FtzLmKOtzxl82ob3Dik+nDMbx7pNItERFRG9Hc32+vHMk5cuQIYmJi0L17d0yaNAlFRUUAgJycHNjtdqSkpMi1CQkJ6Nq1K7KzswEA2dnZSExMlAMOAKSmpsJmsyE/P1+uuXwdrhrXOq6lrq4ONpvNbaKfp2OYDg8N7QIAWL7lqMLdEBERXcnjIScpKQkrV67Ehg0b8Pbbb6OwsBB33nknKioqYLFYoNVqER4e7vaZ6OhoWCwWAIDFYnELOK7lrmXXq7HZbKipqblmbxkZGTAajfIUGxt7s5vbpj01sgc0KgnfHjmP3SfKlG6HiIjIjcdDztixY/Hggw9iwIABSE1Nxddff43y8nKsXr3a01/VYunp6bBarfJ06hRvaHczYtuH4KHbGoPi4o0FHJtDREStitcvIQ8PD0evXr1w9OhRmEwm1NfXo7y83K2mpKQEJpMJAGAyma642sr1/kY1BoMBwcHB1+xFp9PBYDC4TXRznv2PntBqVPihsAw7jp5Xuh0iIiKZ10NOZWUljh07hk6dOuHWW29FUFAQsrKy5OUFBQUoKipCcnIyACA5ORn79+9HaWmpXJOZmQmDwYC+ffvKNZevw1XjWgf5TidjMCYnNV5p9T//PsyjOURE1Gp4POT8/ve/x7Zt23DixAns3LkT9957L9RqNSZMmACj0Yhp06Zh7ty52LJlC3JycvDYY48hOTkZw4cPBwCMHj0affv2xSOPPILc3Fxs3LgRL730EmbMmAGdTgcAePrpp3H8+HH84Q9/wKFDh/DWW29h9erVmDNnjqc3h5rhmV/0QHCQGrmnyrHpYOmNP0BEROQDHg85p0+fxoQJE9C7d2889NBDiIyMxPfff4+OHTsCAP7617/innvuwf3334+RI0fCZDLhs88+kz+vVquxbt06qNVqJCcnY/LkyXj00UfxyiuvyDXx8fFYv349MjMzMXDgQCxZsgT/+Mc/kJqa6unNoWboGKbDY3d0AwAs+XcB74JMREStgsfvk+NPeJ8czymvrsedf9mCiroGvDlxMO4ZEKN0S0REFKAUvU8OtT3hIVo8ObI7AGBp5mE0OPiEciIiUhZDDnnMY3d0Q0RIEI6fq8KanNNKt0NERG0cQw55TJg+CM/+xy0AGsfmVNTaFe6IiIjaMoYc8qhHkuPQvWMozlfW400+7oGIiBTEkEMeFaRW4aW0PgCA93ecwMkLVQp3REREbRVDDnnc3b2jMLJXR9Q7nHjt64NKt0NERG0UQw55nCRJeCmtD9QqCRvzS7DzGB/3QEREvseQQ17RKzoMk5K6AgBe+eoAHLxBIBER+RhDDnnNnJReMOg1OGSpwKe7+cR3IiLyLYYc8pqIUC1mp/QCACzeeAhlVfUKd0RERG0JQw551SPJcUgwheFitR1/Wn9A6XaIiKgNYcghrwpSq5BxXyIkCfjsxzPYcYSDkImIyDcYcsjrBneNwJTkbgCA//p8P2rqHco2REREbQJDDvnE71N7o5NRj6Kyaryx+YjS7RARURvAkEM+0U6nwSu/6Q8AeGf7cRwstincERERBTqGHPKZX/aNxph+JjicAi98tp/3ziEiIq9iyCGfWvDrfgjTaZB7qhzv7jiudDtERBTAGHLIp0xGPV5seoDn/2w8zNNWRETkNQw55HO/vS0WKX2iUe9wYs6nZtTaebUVERF5HkMO+ZwkSVh4fyIiQ7U4ZKnAkn8XKN0SEREFIIYcUkSHdjr85f4BAIB/7Cjkk8qJiMjjGHJIMSl9ozFhWCyEAH6/OhfWGrvSLRERUQBhyCFFvZTWF90iQ3DWWouX1uZBCF5WTkREnsGQQ4oK1Wmw9LeDoFZJ+Cr3LD78/qTSLRERUYBgyCHFDekagRfGJAAAXll3AHuLLircERERBQKGHGoVnrgzHmP6mWB3CMxY9SPKquqVbomIiPwcQw61CpIkYfGDAxDfIRRnrbWY9clePvaBiIhuCkMOtRph+iC8PXkI9EEqfHvkPJZl8WnlRET08zHkUKuSYDIg475EAMAbWUeQeaBE4Y6IiMhfMeRQq3Pv4C54ZHgcAOC5j/ci74xV4Y6IiMgfMeRQqzR/XF/ceUsH1NgdmPbBblistUq3REREfoYhh1qlILUKyycNwS1R7VBiq8O0D3ajqq5B6baIiMiPMORQq2XQB+G9qbehQzst8s/aeMUVERG1CEMOtWqx7UPwzqNDodWosOlgKV5dd4CPfiAiomZhyKFWb0jXCCx9aCAAYOXOE7y0nIiImsXjIScjIwO33XYbwsLCEBUVhfHjx6OgoMCt5he/+AUkSXKbnn76abeaoqIipKWlISQkBFFRUXj++efR0OA+JmPr1q0YMmQIdDodevbsiZUrV3p6c6iVuGdADP57XF8AwOubjuAf3x5XuCMiImrtPB5ytm3bhhkzZuD7779HZmYm7HY7Ro8ejaqqKre6J598EsXFxfK0aNEieZnD4UBaWhrq6+uxc+dOfPDBB1i5ciXmz58v1xQWFiItLQ133303zGYzZs+ejSeeeAIbN2709CZRK/HYHfH4z1/2AgD8af1BfLq7SOGOiIioNZOElwc4nDt3DlFRUdi2bRtGjhwJoPFIzqBBg/D6669f9TPffPMN7rnnHpw9exbR0dEAgBUrVmDevHk4d+4ctFot5s2bh/Xr1yMvL0/+3MMPP4zy8nJs2LChWb3ZbDYYjUZYrVYYDIab21DyCSEEFn5zCH/ffhySBLzx8GCMGxijdFtERORDzf399vqYHKu18UZu7du3d5u/atUqdOjQAf3790d6ejqqq6vlZdnZ2UhMTJQDDgCkpqbCZrMhPz9frklJSXFbZ2pqKrKzs6/ZS11dHWw2m9tE/kWSJLwwNgETk7pCCGDOp2ZsyLMo3RYREbVCXg05TqcTs2fPxh133IH+/fvL8ydOnIgPP/wQW7ZsQXp6Ov71r39h8uTJ8nKLxeIWcADI7y0Wy3VrbDYbampqrtpPRkYGjEajPMXGxnpkO8m3JEnCq7/pj/GDYtDgFJjx0Y/4wnxG6baIiKiV0Xhz5TNmzEBeXh527NjhNn/69Ony68TERHTq1AmjRo3CsWPH0KNHD6/1k56ejrlz58rvbTYbg46fUqskLHloENQqFf7fj6cx+1Mz6uxOPHQb//skIqJGXjuSM3PmTKxbtw5btmxBly5drlublJQEADh69CgAwGQyoaTE/cGMrvcmk+m6NQaDAcHBwVf9Hp1OB4PB4DaR/1KrJCx+YAAmD288dfWH/7cP/8w+oXRbRETUSng85AghMHPmTHz++efYvHkz4uPjb/gZs9kMAOjUqRMAIDk5Gfv370dpaalck5mZCYPBgL59+8o1WVlZbuvJzMxEcnKyh7aE/IFK1Xjq6okRjf87m/9FPt7aepQ3DCQiIs9fXfW73/0OH330Eb744gv07t1bnm80GhEcHIxjx47ho48+wq9+9StERkZi3759mDNnDrp06YJt27YBaLyEfNCgQYiJicGiRYtgsVjwyCOP4IknnsBrr70GoPES8v79+2PGjBl4/PHHsXnzZjz33HNYv349UlNTm9Urr64KHEIILM08jL9tbjwaOHl4VywY1w8aNe93SUQUaJr7++3xkCNJ0lXnv//++5g6dSpOnTqFyZMnIy8vD1VVVYiNjcW9996Ll156ya3RkydP4plnnsHWrVsRGhqKKVOmYOHChdBoLg0j2rp1K+bMmYMDBw6gS5cuePnllzF16tRm98qQE3je3VGIP60/ACGAu3t3xJsThyBU59WhZ0RE5GOKhRx/wpATmDbkWTDrk72oa3CiX4wB7029DdEGvdJtERGRh7Sa++QQ+dqY/iZ8Mn04IkMbn14+fvl3yDtjVbotIiLyMYYcCkiDu0bg89/dge4dQ1FsrcX9b+/E/+WcVrotIiLyIYYcClhdI0Pw+TN34O7eHVHX4MTv1+TipbX7Ud/gVLo1IiLyAYYcCmjGkCC8O+U2zE65BQDw4fdF+O072bBYaxXujIiIvI0hhwKeSiVhdkovvDd1KAx6DfYWlWPssu34dz6feUVEFMgYcqjN+I+EaHz17Aj07WTAxWo7pv8rB//1+X7U1DuUbo2IiLyAIYfalLjIUHw+43Y8eWfjHZI/2lWEtL99y6uviIgCEEMOtTk6jRovpvXFh9OSEBWmw/FzVbj3re/w+qbDHJRMRBRAGHKozRpxSwdsnD0SY/qZYHcIvL7pCO7527f4seii0q0REZEHMORQmxYRqsXbk4fgbxMGIzJUi8Mllbj/7Z1Y8GU+quoalG6PiIhuAkMOtXmSJGHcwBhsmnsX7hvSGUIAK3eeQMrSbfjCfIZPNCci8lMMOURNIkK1WPrQIPzz8WHoEhGMYmstZn1ixkN/z+bAZCIiP8QHdPIBnXQVtXYH/nf7cby19Rhq7A5IEvDwbbGYk9ILUXzYJxGRovgU8mZgyKEbOVteg4XfHMKXuWcBAPogFR67Ix5Pj+wBY0iQwt0REbVNDDnNwJBDzbX7RBle+/og9haVAwAMeg2euqsHHrujG0K0GmWbIyJqYxhymoEhh1pCCIFNB0vxPxsLUFBSAQCIDNXi8RHxmDw8DsZgHtkhIvIFhpxmYMihn8PhFPgy9wz+mnkERWXVAIAwnQaPJMfh8RHx6NBOp3CHRESBjSGnGRhy6GY0OJxYt68Yb209isMllQAAnUaF+4Z0xpTbuyHBxP9NERF5A0NOMzDkkCc4nQKbDpZg+ZajyD196VLz23tEYurt3TCqTzTUKknBDomIAgtDTjMw5JAnCSGw+8RFvP9dITbmW+Bs+n9W5/BgPDQ0Fg8O7YKY8GBlmyQiCgAMOc3AkEPecqa8Bv/KPomPfyiCtcYOAJAk4K5eHfHbobH4jz5R0GnUCndJROSfGHKagSGHvK3W7sCGPAs+2V2E74+XyfMNeg1+ldgJvx4Ug6T4SJ7OIiJqAYacZmDIIV8qPF+F1XtO4bMfT6PEVifPjzbokJYYgzH9Tbg1LoKBh4joBhhymoEhh5TgcArsKryAL81n8fX+YthqLz3tvEM7LX7Z14TUftFI7hHJU1pERFfBkNMMDDmktLoGB7YVnMOGPAs2HSxxCzwhWjVu79EBdyd0xC96R6EzBy0TEQFgyGkWhhxqTeobnPj++AVszLcg80AJSivq3Jb3jGqHO3pE4vaeHTC8eyTvsExEbRZDTjMw5FBrJYTAgWIbthacw5ZDpfix6KJ8SToAqCQgsbMRw+Lb47Zu7TG0W3u0D9Uq1zARkQ8x5DQDQw75i/LqemQfu4Dvjp3HzmMXcPxc1RU1PaPa4dauERjUNRyDYsPRKzqMg5iJKCAx5DQDQw75q2JrDb4/fgE/FF7E7hNlOFpaeUVNiFaNxM5GJHY2ol9nA/rHGNG9YzsGHyLyeww5zcCQQ4GirKoee06UYe+pcpiLyrHvdDmq6h1X1OmDVOhtMiAhOgy9TWFIMDX+jeRDRYnIjzDkNANDDgUqh1Pg2LlKmE+V48BZG/LOWHGg2IbqqwQfAIgICULPqHbo0bEdeka1Q/eOoegWGYouESHQalQ+7p6I6PoYcpqBIYfaEodToPB8FQ5ZbCiwVOCQpQKHSypQVFaNa/0roFZJ6BwejG4dQtG1fTBiI0IQ2z4EXduHoEtEMIzBQZAknv4iIt9iyGkGhhwioKbegWPnKhun0kocPVeJ4+eqcPJCNWrsVz/y4xKiVSMmPBgx4cHoHK6HyRAMk1GHaIMenYzBiDboGISIyOOa+/ut8WFPRNQKBWvV6N/ZiP6djW7zhRAorahD4fkqnDhfhVMXq3GqrEb+e76yDtX1DhwtrbzqwGcXrUaFju106BimQ1SYDh3CdOgQqkVkOx0i22kRGapD+1AtIkKDEBGiRZCap8eIyDP8PuQsX74cixcvhsViwcCBA/G3v/0Nw4YNU7otIr8nSRKiDXpEG/QY3j3yiuW1dgeKrbU4W16DM+U1OHOxBiW2WlhstbBYa1Fiq8XFajvqG5yNy8trmvW9YXoNIkK0CA8JgjG4MfgYgxtfG4I1MOgbX4fpgxCm1yBMr0E7feN8nUbFo0ZEJPPrkPPpp59i7ty5WLFiBZKSkvD6668jNTUVBQUFiIqKUro9ooCmD1IjvkMo4juEXrOmrsGBcxV1KK2ok/9eqKzDhcp6XKiqw/mKepRV1+NiVT0uVtfDKYCK2gZU1DagqOyaq70mjUpCqE6Ddk1TqE6NUJ0GIVo1QrUahOjUCNFqEBykRoi2cQpueh+sVUEfpG6cNGrogy57H6SCTqPm5fdEfsavx+QkJSXhtttuw5tvvgkAcDqdiI2NxbPPPosXXnjhhp/nmByi1sPhFLDV2FFWXY/yajvKm/5erK6HrcYOW20DrDV22GrssNbYm8JQ49/K+oZrDp72pCC1BJ1GDZ1GBa1GddlfNbQaFYLUErQaNbRqFbQaCUFqlTxp1Y3vNU2vNU3zNSoJGtd7lWu+BLVKgkZ12XKVqnGeWoJKkqBRSfJ7tSRBpWqcp5Ia56svfy1JUKkgz3PNV0ngkS/ySwE/Jqe+vh45OTlIT0+X56lUKqSkpCA7O/uqn6mrq0Nd3aXnAdlsNq/3SUTNo1ZJiAjVIuJnPJ7C6RSorG9AVV3jVFHbgKo6B6rqG1Bd34DKOgeq6xpQVe9ATX0DqusdqKl3NP61N0619sZ5ja+dqLM7UNvggN1xKT3ZHQJ2RwMq667TjJ9RSZCDj0p12WsJUKkuvZZc85qWA3CrlwBITctdf4FLn5MkQELjazTVu9bb+FoCGv8j10rST19f+h7AVes+D65a17ufrKup4lIBLq+VfvK5y2pc2/OTD0mXVV3el/v7K4OkvOynK7xKzbUrrlZz4/VczdXX7ZkA/J+jeyFMr8yz9vw25Jw/fx4OhwPR0dFu86Ojo3Ho0KGrfiYjIwN//OMffdEeEfmQSiXBoA+CwQv/kDY4nKh3OFFnd6KuwYlauwN1DU7UNzhR1+Bo+ts42R2N8+ub/todzqZgdO3XDQ4n7E6BBocTDQ6BBqdAg/Oy1w4nHEKgwSHgcDbOc1w2Nb53wuEUcAqgwemE0wk4ROPyG3EKwCkEAAFc/2I6op/ld3f3YMjxhfT0dMydO1d+b7PZEBsbq2BHRNTaaZpOMYX44fNPhWgMPo0BqHFyOIUcglzzRFONKxRdXi/EpSDkFI2fFWhcr/hJjev7XPNcdc7GNxBwrxVA02lG1/ou1Yim/oFL8xu/+9K2NX30J59pWt40r6lEXuBW41qH2+cuLcMVy8RVa933+dVrf/rfy9U+4zbvGut1r2n5epp7Xrc533+jflxCtMpFDb8NOR06dIBarUZJSYnb/JKSEphMpqt+RqfTQafj7euJqG2QJAlqCRwwTW2W396QQqvV4tZbb0VWVpY8z+l0IisrC8nJyQp2RkRERK2B3x7JAYC5c+diypQpGDp0KIYNG4bXX38dVVVVeOyxx5RujYiIiBTm1yHnt7/9Lc6dO4f58+fDYrFg0KBB2LBhwxWDkYmIiKjt8ev75Nws3ieHiIjI/zT399tvx+QQERERXQ9DDhEREQUkhhwiIiIKSAw5REREFJAYcoiIiCggMeQQERFRQGLIISIiooDEkENEREQBiSGHiIiIApJfP9bhZrlu9myz2RTuhIiIiJrL9bt9o4c2tOmQU1FRAQCIjY1VuBMiIiJqqYqKChiNxmsub9PPrnI6nTh79izCwsIgSZLH1muz2RAbG4tTp07xmVhexP3sO9zXvsH97Bvcz77hzf0shEBFRQViYmKgUl175E2bPpKjUqnQpUsXr63fYDDw/0A+wP3sO9zXvsH97Bvcz77hrf18vSM4Lhx4TERERAGJIYeIiIgCEkOOF+h0Ovz3f/83dDqd0q0ENO5n3+G+9g3uZ9/gfvaN1rCf2/TAYyIiIgpcPJJDREREAYkhh4iIiAISQw4REREFJIYcIiIiCkgMOV6wfPlydOvWDXq9HklJSfjhhx+UbsmvZWRk4LbbbkNYWBiioqIwfvx4FBQUuNXU1tZixowZiIyMRLt27XD//fejpKREoY7938KFCyFJEmbPni3P4z72nDNnzmDy5MmIjIxEcHAwEhMTsWfPHnm5EALz589Hp06dEBwcjJSUFBw5ckTBjv2Pw+HAyy+/jPj4eAQHB6NHjx549dVX3Z51xP3cctu3b8e4ceMQExMDSZKwdu1at+XN2adlZWWYNGkSDAYDwsPDMW3aNFRWVnqnYUEe9cknnwitVivee+89kZ+fL5588kkRHh4uSkpKlG7Nb6Wmpor3339f5OXlCbPZLH71q1+Jrl27isrKSrnm6aefFrGxsSIrK0vs2bNHDB8+XNx+++0Kdu2/fvjhB9GtWzcxYMAAMWvWLHk+97FnlJWVibi4ODF16lSxa9cucfz4cbFx40Zx9OhRuWbhwoXCaDSKtWvXitzcXPHrX/9axMfHi5qaGgU79y9//vOfRWRkpFi3bp0oLCwUa9asEe3atRPLli2Ta7ifW+7rr78WL774ovjss88EAPH555+7LW/OPh0zZowYOHCg+P7778W3334revbsKSZMmOCVfhlyPGzYsGFixowZ8nuHwyFiYmJERkaGgl0FltLSUgFAbNu2TQghRHl5uQgKChJr1qyRaw4ePCgAiOzsbKXa9EsVFRXilltuEZmZmeKuu+6SQw73sefMmzdPjBgx4prLnU6nMJlMYvHixfK88vJyodPpxMcff+yLFgNCWlqaePzxx93m3XfffWLSpElCCO5nT/hpyGnOPj1w4IAAIHbv3i3XfPPNN0KSJHHmzBmP98jTVR5UX1+PnJwcpKSkyPNUKhVSUlKQnZ2tYGeBxWq1AgDat28PAMjJyYHdbnfb7wkJCejatSv3ewvNmDEDaWlpbvsS4D72pC+//BJDhw7Fgw8+iKioKAwePBj/+7//Ky8vLCyExWJx29dGoxFJSUnc1y1w++23IysrC4cPHwYA5ObmYseOHRg7diwA7mdvaM4+zc7ORnh4OIYOHSrXpKSkQKVSYdeuXR7vqU0/oNPTzp8/D4fDgejoaLf50dHROHTokEJdBRan04nZs2fjjjvuQP/+/QEAFosFWq0W4eHhbrXR0dGwWCwKdOmfPvnkE/z444/YvXv3Fcu4jz3n+PHjePvttzF37lz813/9F3bv3o3nnnsOWq0WU6ZMkffn1f4d4b5uvhdeeAE2mw0JCQlQq9VwOBz485//jEmTJgEA97MXNGefWiwWREVFuS3XaDRo3769V/Y7Qw75lRkzZiAvLw87duxQupWAcurUKcyaNQuZmZnQ6/VKtxPQnE4nhg4ditdeew0AMHjwYOTl5WHFihWYMmWKwt0FjtWrV2PVqlX46KOP0K9fP5jNZsyePRsxMTHcz20IT1d5UIcOHaBWq6+44qSkpAQmk0mhrgLHzJkzsW7dOmzZsgVdunSR55tMJtTX16O8vNytnvu9+XJyclBaWoohQ4ZAo9FAo9Fg27ZteOONN6DRaBAdHc197CGdOnVC37593eb16dMHRUVFACDvT/47cnOef/55vPDCC3j44YeRmJiIRx55BHPmzEFGRgYA7mdvaM4+NZlMKC0tdVve0NCAsrIyr+x3hhwP0mq1uPXWW5GVlSXPczqdyMrKQnJysoKd+TchBGbOnInPP/8cmzdvRnx8vNvyW2+9FUFBQW77vaCgAEVFRdzvzTRq1Cjs378fZrNZnoYOHYpJkybJr7mPPeOOO+644hYIhw8fRlxcHAAgPj4eJpPJbV/bbDbs2rWL+7oFqquroVK5/8Sp1Wo4nU4A3M/e0Jx9mpycjPLycuTk5Mg1mzdvhtPpRFJSkueb8vhQ5jbuk08+ETqdTqxcuVIcOHBATJ8+XYSHhwuLxaJ0a37rmWeeEUajUWzdulUUFxfLU3V1tVzz9NNPi65du4rNmzeLPXv2iOTkZJGcnKxg1/7v8qurhOA+9pQffvhBaDQa8ec//1kcOXJErFq1SoSEhIgPP/xQrlm4cKEIDw8XX3zxhdi3b5/4zW9+w0ubW2jKlCmic+fO8iXkn332mejQoYP4wx/+INdwP7dcRUWF2Lt3r9i7d68AIJYuXSr27t0rTp48KYRo3j4dM2aMGDx4sNi1a5fYsWOHuOWWW3gJuT/529/+Jrp27Sq0Wq0YNmyY+P7775Vuya8BuOr0/vvvyzU1NTXid7/7nYiIiBAhISHi3nvvFcXFxco1HQB+GnK4jz3nq6++Ev379xc6nU4kJCSId955x2250+kUL7/8soiOjhY6nU6MGjVKFBQUKNStf7LZbGLWrFmia9euQq/Xi+7du4sXX3xR1NXVyTXczy23ZcuWq/57PGXKFCFE8/bphQsXxIQJE0S7du2EwWAQjz32mKioqPBKv5IQl93+kYiIiChAcEwOERERBSSGHCIiIgpIDDlEREQUkBhyiIiIKCAx5BAREVFAYsghIiKigMSQQ0RERAGJIYeIiIgCEkMOERERBSSGHCIiIgpIDDlEREQUkBhyiIiIKCD9f844wMtMgI4PAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "modelName='cDiazepamF'\n", "model=getModel(solution,modelName)\n", "setup=solution[modelName]['setup']\n", "tscale=runSolver.getScale(solution[modelName]['setup'])\n", "print(f'tscale={tscale}')\n", "model.inspect() \n", "\n", "print(\"***********done************\")\n", "print(model.M(1).shape)\n", "#print(sys.fSS(2))\n", "print(model.m)\n", "\n", "nt=setup['nt']\n", "qtmax=1 #minute\n", "qt=numpy.linspace(0,qtmax,nt)\n", "#ft=[fw['derivatives']['fetusGrowthDuration'](x) for x in qt]\n", "par='venousInput'\n", "#plot parameters\n", "try:\n", " hw=model.get(par)\n", " print(hw)\n", " ht=[10*hw['value'](x) for x in qt]\n", " matplotlib.pyplot.plot(qt/tscale,ht)\n", "except (KeyError,TypeError):\n", " print(f'Troubles getting {par}')\n", " pass\n", "start_time=time.time()\n", "for i in range(100000):\n", " model.M(1e7)\n", "end_time=time.time()\n", "print('Time: {:.3f} s'.format(end_time-start_time))\n", "fM=model.M(0)\n", "print('Rank: {}/{}'.format(numpy.linalg.matrix_rank(fM),fM.shape))\n", "numpy.set_printoptions(suppress=True,precision=2,linewidth=150)\n", "print(f'{fM}')\n", "v,Q=numpy.linalg.eig(fM)\n", "#matplotlib.pyplot.imshow(Q.real)\n", "numpy.set_printoptions(suppress=False)\n", "print(Q[:,2:4])\n", "Q1=numpy.linalg.inv(Q)\n", "D=numpy.diag(v)\n", "#nearly 0\n", "#print(Q @ D @ Q1 - fM)\n", "t=numpy.linspace(0,100,101)\n", "fy=[model.u(x)[14] for x in t]\n", "print('{} {}'.format(len(fy),len(t)))\n", "matplotlib.pyplot.figure()\n", "matplotlib.pyplot.plot(fy)\n", "fu=model.u(0)\n", "print(Q1 @ fu)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "modelFile: /home/studen/temp/cDiazepam/model.json True\n", "parameterFile: /home/studen/temp/cDiazepam/parameters.json True\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i=0\n", "modelName='cDiazepam'\n", "model=getModel(solution,modelName)\n", "tscale=runSolver.getScale(solution[modelName]['setup'])\n", "setup=solution[modelName]['setup']\n", "name=['venous','adipose','brain',\n", " 'heart','kidney','liver',\n", " 'lung','muscle','skin',\n", " #'brainBlood','inorganicMercury','total'\n", " 'stomach','splanchnic','excrement'\n", " ]\n", "tmax=solution[modelName]['t'][-1]\n", "max=[-1]*len(name)\n", "#max[2]=2000\n", "models={}\n", "models['cDiazepam']={'color':'orange','shadeColor':'red'}\n", "models['cDiazepamF']={'color':'black','shadeColor':'green'}\n", "#models['cDiazepamB']={'color':'blue','shadeColor':'orange'}\n", "\n", "fig, axs = matplotlib.pyplot.subplots(4, 3,figsize=(15,20))\n", "for i in range(len(name)):\n", " row=i//3\n", " col=i%3\n", " ax=axs[row,col]\n", " for m in models:\n", " fM=models[m]\n", " Q=solution[m]\n", " v=name[i]\n", " try:\n", " j=Q['lut'][v]\n", " except KeyError:\n", " try:\n", " v1=alias[v]\n", " except KeyError:\n", " print('No data for {}'.format(v))\n", " continue \n", " try:\n", " j=Q['lut'][v1]\n", " except KeyError:\n", " print('No data for {}/{}'.format(v,v1))\n", " continue \n", " \n", " fy=Q['sol'][:,j]\n", " fe=Q['se'][:,j]\n", " t=Q['t']\n", " ax.plot(t/tscale,fy,color=fM['color'])\n", " ax.fill_between(t/tscale, fy-fe, fy + fe, color=fM['shadeColor'],alpha=0.1)\n", " ax.plot(t/tscale,fy-fe,color=fM['shadeColor'],linewidth=1,alpha=0.2)\n", " ax.plot(t/tscale,fy+fe,color=fM['shadeColor'],linewidth=1,alpha=0.2)\n", " \n", " \n", " if max[i]>0:\n", " axs[row,col].set_ylim([0,max[i]])\n", " axs[row,col].set_xlim([0,1.1*tmax/tscale])\n", " axs[row,col].set_xlabel(setup['tUnit'])\n", " axs[row,col].set_title(name[i])\n", " \n", "\n" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Q=data['humanHG_RBC']['solution']\n", "lut=Q['lut']\n", "fy1=Q['sol'][:,lut['redBloodCells']]\n", "fy=Q['sol'][:,lut['plasma']]\n", "qy=fy1[1:]/fy[1:]\n", "t=Q['t']\n", "matplotlib.pyplot.plot(t[1:],qy)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\n", "pmodel=cModel.model()\n", "\n", "model.parse(modelFile,parameterFile)\n", "print('w(oI) {}'.format(model.getWeight('oralIngestion')))\n", "t,sol,se,sOut,qt,lut,lutSE,setup1=runSolver.loadSolutionFromDir(humanHG)\n", "compartment='kidney'\n", "#compartment='liverI'\n", "d=model.getDerivatives(sOut,lut[compartment])\n", "w=model.getWeights(lutSE)\n", "w=numpy.ones((len(lutSE)))\n", "print('Sum ({}, der, sigma_p)'.format(compartment))\n", "s={x:d[lutSE[x]]*w[lutSE[x]] for x in lutSE}\n", "s=dict(sorted(s.items(), key=lambda item:item[1],reverse=True))\n", "for p in list(s)[:10]:\n", " j=lutSE[p]\n", " print('\\t{:.2g} [{:.2g} {:.2g}] {} '.format(d[j]*w[j],d[j],w[j],p))" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "modelFile: /home/studen/temp/humanHGplusI_RBC/model.json True\n", "parameterFile: /home/studen/temp/humanHGplusI_RBC/parameters.json True\n" ] }, { "data": { "text/plain": [ "{'value': 4.33728,\n", " 'derivatives': {'plasmaTotalVolumeFraction': 67.77,\n", " 'redBloodCellsVolumeFraction': 67.77,\n", " 'bodyWeight': 0.064}}" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model=getModel(data,'humanHGplusI_RBC')\n", "tscale=runSolver.getScale(data['humanHGplusI_RBC']['solution']['setup'])\n", "#calculate total mass of xeno-substance\n", "model.get(\"bloodToPlasmaPCscale\")\n", "model.get(\"bloodVolume\")\n" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "modelFile: /home/studen/temp/humanHGplusI_RBC/model.json True\n", "parameterFile: /home/studen/temp/humanHGplusI_RBC/parameters.json True\n", "0\n", "1\n", "2\n", "3\n", "5\n", "6\n", "7\n", "9\n", "10\n", "11\n", "12\n", "13\n", "15\n", "16\n", "17\n", "19\n", "0.999999998652029\n", "[('brainI', 5.591268564730524e-08), ('urine', 6.920503851883565e-07), ('hairI', 2.829112820729282e-06), ('hair', 2.5908112965118847e-05), ('bloodI', 6.48014370354082e-05), ('kidneyI', 0.00034539782696188444), ('brainBlood', 0.0008838108138251085), ('fecesI', 0.0009365878956040508), ('liverI', 0.0016857155746677485), ('plasma', 0.002537491433132075), ('venous', 0.0025444401202051573), ('brain', 0.004082574560654416), ('kidney', 0.010365728769627663), ('gut', 0.013662463918991298), ('fat', 0.0257916393847429), ('feces', 0.02667203433643526), ('redBloodCells', 0.03545009717387017), ('richlyPerfused', 0.0636064259191453), ('liver', 0.09840624607901789), ('intestine', 0.30824288460368277), ('slowlyPerfused', 0.40469217361557336)]\n" ] }, { "data": { "text/plain": [ "{'value': 4.33728,\n", " 'derivatives': {'plasmaTotalVolumeFraction': 67.77,\n", " 'redBloodCellsVolumeFraction': 67.77,\n", " 'bodyWeight': 0.064}}" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "getSum(data,'humanHGplusI_RBC')\n", "tscale=runSolver.getScale(Q['setup'])\n", "#calculate total mass of xeno-substance\n", "model.get(\"bloodToPlasmaPCscale\")\n", "model.get(\"bloodVolume\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }