{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# GEONE - DEESSE - Multivariate simulations (I)\n", "\n", "## Main points addressed\n", "\n", "- bivariate deesse simulation (categorical and continuous variables), stationary case" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import what is required" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import time\n", "import os\n", "\n", "# import package 'geone'\n", "import geone as gn" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sys.version_info(major=3, minor=13, micro=7, releaselevel='final', serial=0)\n", "geone version: 1.3.0\n" ] } ], "source": [ "# Show version of python and version of geone\n", "import sys \n", "print(sys.version_info)\n", "print('geone version: ' + gn.__version__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Training image (TI)\n", "\n", "The training image (TI) is read from the file `ti_2var.txt`. This is a bivariate TI: the first variable is categorical (3 facies) and the second one is continuous.\n", "\n", "**Note:** to clarify the terminology, we say that we work with a *single* TI having *two* variables (or properties). The concept of *multivariate* simulation / TI consists in considering *one (single)* grid with *several* variables attached to each cell." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Read file \n", "data_dir = 'data'\n", "filename = os.path.join(data_dir, 'ti_2var.txt')\n", "ti = gn.img.readImageTxt(filename)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot both variables of the image using the function `geone.imgplot.drawImage2D`" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Color settings - 1st variable (index 0)\n", "facies = ti.get_unique_one_var(0) # facies = [0., 1., 2.], values taken by the 1st variable\n", "facies_col = ['lightblue', 'darkgreen', 'orange'] # color for facies\n", "\n", "# Color settings - 2nd variable (index 1)\n", "vcont_min = ti.vmin()[1] # min TI value of the 2nd variable\n", "vcont_max = ti.vmax()[1] # max TI value of the 2nd variable\n", "vcont_cmap = gn.customcolors.cmap2 # choose a color map for the 2nd variable\n", "\n", "# Display\n", "plt.subplots(1, 2, figsize=(11,5), sharey=True) # 1 x 2 sub-plots\n", "\n", "plt.subplot(1,2,1)\n", "gn.imgplot.drawImage2D(ti, iv=0, categ=True, categVal=facies, categCol=facies_col)\n", "\n", "plt.subplot(1,2,2)\n", "gn.imgplot.drawImage2D(ti, iv=1, cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation grid\n", "Define the simulation grid (number of cells in each direction, cell unit, origin)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "nx, ny, nz = 100, 100, 1 # number of cells\n", "sx, sy, sz = ti.sx, ti.sy, ti.sz # cell unit\n", "ox, oy, oz = 0.0, 0.0, 0.0 # origin (corner of the \"first\" grid cell)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hard data\n", "Define some hard data (point set). Note that some points can have only one variable uninformed (`numpy.nan`)." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "npt = 5 # number of points\n", "nv = 5 # number of variables including x, y, z coordinates\n", "varname = ['x', 'y', 'z', 'facies', 'vcont'] # list of variable names\n", "v = np.array([\n", " [ 10.5, 40.5, 0.5, 1, -1.2], # x, y, z, facies, vcont: 1st point\n", " [ 50.5, 35.5, 0.5, np.nan, -0.8], # ...\n", " [ 90.5, 48.5, 0.5, 1, np.nan],\n", " [ 75.5, 50.5, 0.5, 0, -4.0],\n", " [ 20.5, 80.5, 0.5, 2, -2.0] \n", " ]).T # variable values: (nv, npt)-array\n", "hd = gn.img.PointSet(npt=npt, nv=nv, varname=varname, val=v)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the hard data points in the simulation grid." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Get the colors for hard data points according to their values and color settings used for the TI\n", "hd_facies_col = gn.imgplot.get_colors_from_values(hd.val[3], categ=True, categVal=facies, categCol=facies_col)\n", "hd_vcont_col = gn.imgplot.get_colors_from_values(hd.val[4], cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max)\n", "\n", "# Set an image with simulation grid geometry defined above, and no variable\n", "im_empty = gn.img.Img(nx, ny, nz, sx, sy, sz, ox, oy, oz, nv=0)\n", "\n", "# Plot\n", "plt.subplots(1, 2, figsize=(11,5), sharey=True) # 1 x 2 sub-plots\n", "\n", "plt.subplot(1,2,1)\n", "# 1st variable (facies); plot empty simulation grid and specify colors\n", "gn.imgplot.drawImage2D(im_empty, categ=True, categVal=facies, categCol=facies_col)\n", "# Add hard data points\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_facies_col, edgecolors='black', linewidths=1)\n", "plt.title('Hard data (2nd var.)')\n", "\n", "plt.subplot(1,2,2)\n", "# 1st variable (facies); plot empty simulation grid and specify colors\n", "gn.imgplot.drawImage2D(im_empty, cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max)\n", "# Add hard data points\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_vcont_col, edgecolors='black', linewidths=1)\n", "plt.title('Hard data (2nd var.)')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some conditioning data points are uninformed for the 1st or 2nd variable (in gray in the plot above).\n", "\n", "Get the index of conditioning data points where the value is known, for each variable." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "hd_facies_index = np.where(~np.isnan(hd.val[3]))[0]\n", "hd_vcont_index = np.where(~np.isnan(hd.val[4]))[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fill the input structure for deesse and launch deesse\n", "**Reminder:** variable names for the hard data (in `hd.varname`) and for the simulated variables (`varname` below) should correspond (otherwise, the hard data will be ignored)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 8 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 25 sec\n" ] } ], "source": [ "nreal = 20\n", "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=nx, ny=ny, nz=nz,\n", " sx=sx, sy=sy, sz=sz,\n", " ox=ox, oy=oy, oz=oz,\n", " nv=2, varname=['facies', 'vcont'], # number of variable(s), name of the variable(s)\n", " TI=ti,\n", " dataPointSet=hd,\n", " distanceType=['categorical', 'continuous'], # distance type for each variable\n", " nneighboringNode=[12, 12], # max. number of neighbors (for the patterns), for each variable\n", " distanceThreshold=[.02,.02], # acceptation threshold (for distance between patterns), for each variable\n", " maxScanFraction=0.1,\n", " npostProcessingPathMax=1,\n", " seed=444,\n", " nrealization=nreal)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input, nthreads=8)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieve the results (and display)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations\n", "sim = deesse_output['sim']\n", "\n", "# Display\n", "plt.subplots(2, 3, figsize=(17,10), sharex=True, sharey=True) # 2 x 3 sub-plots\n", "\n", "# ... plot the 1st variable of the three first realizations\n", "iv = 0\n", "for i in range(3):\n", " plt.subplot(2, 3, i+1) # select next sub-plot\n", " gn.imgplot.drawImage2D(sim[i], iv=iv, categ=True, categVal=facies, categCol=facies_col, \n", " title=f'Real #{i} - {deesse_input.varname[iv]}')\n", " plt.scatter(hd.x()[hd_facies_index], hd.y()[hd_facies_index], marker='o', s=100, \n", " color=hd_facies_col[hd_facies_index], edgecolors='black', linewidths=2) # add hard data points\n", " # (known values only)\n", "\n", "# ... plot the 2nd variable of the three first realizations\n", "iv = 1\n", "for i in range(3):\n", " plt.subplot(2, 3, i+4) # select next sub-plot\n", " gn.imgplot.drawImage2D(sim[i], iv=iv, cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max, \n", " title=f'Real #{i} - {deesse_input.varname[iv]}')\n", " plt.scatter(hd.x()[hd_vcont_index], hd.y()[hd_vcont_index], marker='o', s=100, \n", " color=hd_vcont_col[hd_vcont_index], edgecolors='white', linewidths=2) # add hard data points\n", " # (known values only)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Do some statistics on the realizations" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Do statistics for the 1st variable over all the realizations\n", "# ... gather the nreal realizations of 1st variable into one image\n", "all_sim0 = gn.img.gatherImages(sim, varInd=0) # all_sim is one image with nreal variables (all 1st variables)\n", "# ... compute the pixel-wise proportion for the given categories\n", "all_sim0_stats = gn.img.imageCategProp(all_sim0, facies)\n", "\n", "# Do statistics for the 2nd variable over all the realizations\n", "# ... gather the nreal realizations of 2nd variable into one image\n", "all_sim1 = gn.img.gatherImages(sim, varInd=1) # all_sim is one image with nreal variables (all 2nd variables)\n", "# ... compute the pixel-wise mean and standard deviation\n", "all_sim1_mean = gn.img.imageContStat(all_sim1, op='mean')\n", "all_sim1_std = gn.img.imageContStat(all_sim1, op='std')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Same result (facies prop.) ? True\n", "Same result (vcont mean) ? True\n", "Same result (vcont mean) ? True\n" ] } ], "source": [ "# Equivalently:\n", "all_sim0_stats2 = gn.img.imageListCategProp(sim, facies, ind=0)\n", "print(\"Same result (facies prop.) ?\", gn.img.isImageEqual(all_sim0_stats, all_sim0_stats2)) # should be True\n", "\n", "all_sim1_mean2 = gn.img.imageListContStat(sim, op='mean', ind=1)\n", "print(\"Same result (vcont mean) ?\", gn.img.isImageEqual(all_sim1_mean, all_sim1_mean2)) # should be True\n", "all_sim1_std2 = gn.img.imageListContStat(sim, op='std', ind=1)\n", "print(\"Same result (vcont mean) ?\", gn.img.isImageEqual(all_sim1_std, all_sim1_std2)) # should be True" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Display\n", "prop_col=facies_col # colors for the proportion maps\n", "prop_cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n", "\n", "# proportion map - facies (1st var.)\n", "plt.subplots(2, 3, figsize=(17,10), sharex=True, sharey=True) # 2 x 3 sub-plots\n", "for i in range(3):\n", " plt.subplot(2, 3, i+1) # select next sub-plot\n", " gn.imgplot.drawImage2D(all_sim0_stats, iv=i, cmap=prop_cmap[i],\n", " title=f'Prop. of categ. {i} ({deesse_input.varname[0]} over {nreal} real.)')\n", " # add hard data points (with known values)\n", " plt.plot(hd.x()[hd_facies_index], hd.y()[hd_facies_index], '+', markersize=20, c='black') \n", " \n", "\n", "# mean map - vcont (2nd var.)\n", "plt.subplot(2,3,4) # select next sub-plot\n", "gn.imgplot.drawImage2D(all_sim1_mean, cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max,\n", " title=f'Mean ({deesse_input.varname[1]} over {nreal} real.)')\n", "# add hard data points (with known values)\n", "plt.plot(hd.x()[hd_vcont_index], hd.y()[hd_vcont_index], '+', markersize=20, c='k')\n", "\n", "# standard deviation map - vcont (2nd var.)\n", "plt.subplot(2,3,5) # select 2nd sub-plot\n", "gn.imgplot.drawImage2D(all_sim1_std, \n", " title=f'Standard dev. ({deesse_input.varname[1]} over {nreal} real.)')\n", "# add hard data points (with known values)\n", "plt.plot(hd.x()[hd_vcont_index], hd.y()[hd_vcont_index], '+', markersize=20, c='red')\n", "\n", "\n", "plt.subplot(2,3,6) # select 2nd sub-plot\n", "plt.axis('off') # no plot\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulations using pyramids\n", "Enabling pyramids implies multi-resolution simulations, which can help to better reproduce the spatial structures." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 8 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 27 sec\n" ] } ], "source": [ "# Deesse input\n", "# - with 2 additional levels (npyramidLevel=2) \n", "# and a reduction factor of 2 along x and y axes between the original image \n", "# and the 1st pyramid level and between the 1st pyramid level to the second one \n", "# (kx=[2, 2], ky=[2, 2], kz=[0, 0]: do not apply reduction along z axis)\n", "pyrGenParams = gn.deesseinterface.PyramidGeneralParameters(\n", " npyramidLevel=2, \n", " kx=[2, 2], ky=[2, 2], kz=[0, 0]\n", ")\n", "pyrParams = [\n", " gn.deesseinterface.PyramidParameters(nlevel=2, pyramidType='categorical_auto'), # for 1st variable\n", " gn.deesseinterface.PyramidParameters(nlevel=2, pyramidType='continuous') # for 2nd variable\n", "]\n", "\n", "nreal = 20\n", "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=nx, ny=ny, nz=nz,\n", " sx=sx, sy=sy, sz=sz,\n", " ox=ox, oy=oy, oz=oz,\n", " nv=2, varname=['facies', 'vcont'], # number of variable(s), name of the variable(s)\n", " TI=ti,\n", " dataPointSet=hd,\n", " distanceType=['categorical', 'continuous'], # distance type for each variable\n", " nneighboringNode=[12, 12], # max. number of neighbors (for the patterns), for each variable\n", " distanceThreshold=[.02,.02], # acceptation threshold (for distance between patterns), for each variable\n", " maxScanFraction=0.1,\n", " pyramidGeneralParameters=pyrGenParams, # pyramid general parameters\n", " pyramidParameters=pyrParams, # pyramid parameters for each variable\n", " npostProcessingPathMax=1,\n", " seed=444,\n", " nrealization=nreal)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input, nthreads=8)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations\n", "sim = deesse_output['sim']\n", "\n", "# Display\n", "plt.subplots(2, 3, figsize=(17,10), sharex=True, sharey=True) # 2 x 3 sub-plots\n", "\n", "# ... plot the 1st variable of the three first realizations\n", "iv = 0\n", "for i in range(3):\n", " plt.subplot(2, 3, i+1) # select next sub-plot\n", " gn.imgplot.drawImage2D(sim[i], iv=iv, categ=True, categVal=facies, categCol=facies_col, \n", " title=f'Real #{i} - {deesse_input.varname[iv]}')\n", " plt.scatter(hd.x()[hd_facies_index], hd.y()[hd_facies_index], marker='o', s=100, \n", " color=hd_facies_col[hd_facies_index], edgecolors='black', linewidths=2) # add hard data points\n", " # (known values only)\n", "\n", "# ... plot the 2nd variable of the three first realizations\n", "iv = 1\n", "for i in range(3):\n", " plt.subplot(2, 3, i+4) # select next sub-plot\n", " gn.imgplot.drawImage2D(sim[i], iv=iv, cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max, \n", " title=f'Real #{i} - {deesse_input.varname[iv]}')\n", " plt.scatter(hd.x()[hd_vcont_index], hd.y()[hd_vcont_index], marker='o', s=100, \n", " color=hd_vcont_col[hd_vcont_index], edgecolors='white', linewidths=2) # add hard data points\n", " # (known values only)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Do statistics for the 1st variable over all the realizations\n", "all_sim0_stats = gn.img.imageListCategProp(sim, facies, ind=0)\n", "\n", "# Do statistics for the 2nd variable over all the realizations\n", "all_sim1_mean = gn.img.imageListContStat(sim, op='mean', ind=1)\n", "all_sim1_std = gn.img.imageListContStat(sim, op='std', ind=1)\n", "\n", "# Display\n", "#prop_col=facies_col # colors for the proportion maps\n", "#prop_cmap = [gn.customcolors.custom_cmap(['white', c]) for c in prop_col]\n", "\n", "# proportion map - facies (1st var.)\n", "plt.subplots(2, 3, figsize=(17,10), sharex=True, sharey=True) # 2 x 3 sub-plots\n", "for i in range(3):\n", " plt.subplot(2, 3, i+1) # select next sub-plot\n", " gn.imgplot.drawImage2D(all_sim0_stats, iv=i, cmap=prop_cmap[i],\n", " title=f'Prop. of categ. {i} ({deesse_input.varname[0]} over {nreal} real.)')\n", " # add hard data points (with known values)\n", " plt.plot(hd.x()[hd_facies_index], hd.y()[hd_facies_index], '+', markersize=20, c='black') \n", " \n", "\n", "# mean map - vcont (2nd var.)\n", "plt.subplot(2,3,4) # select next sub-plot\n", "gn.imgplot.drawImage2D(all_sim1_mean, cmap=vcont_cmap, vmin=vcont_min, vmax=vcont_max,\n", " title=f'Mean ({deesse_input.varname[1]} over {nreal} real.)')\n", "# add hard data points (with known values)\n", "plt.plot(hd.x()[hd_vcont_index], hd.y()[hd_vcont_index], '+', markersize=20, c='k')\n", "\n", "# standard deviation map - vcont (2nd var.)\n", "plt.subplot(2,3,5) # select 2nd sub-plot\n", "gn.imgplot.drawImage2D(all_sim1_std, \n", " title=f'Standard dev. ({deesse_input.varname[1]} over {nreal} real.)')\n", "# add hard data points (with known values)\n", "plt.plot(hd.x()[hd_vcont_index], hd.y()[hd_vcont_index], '+', markersize=20, c='red')\n", "\n", "\n", "plt.subplot(2,3,6) # select 2nd sub-plot\n", "plt.axis('off') # no plot\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "py313", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 4 }