{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# GEONE - GEOSCLASSIC - categorical variable - Examples in 2D\n", "\n", "## Estimation (kriging) and simulation (Sequential Indicator Simulation, SIS)\n", "\n", "See notebook `ex_geosclassic_indicator_1d_1.ipynb` for detail explanations about estimation (kriging) and simulation (Sequential Indicator Simulation, SIS) in a grid.\n", "\n", "## Examples in 2D\n", "In this notebook, examples in 2D with a stationary covariance model are given.\n", "\n", "*Remark: for examples with non-stationary covariance models in 2D, see jupyter notebook `ex_geosclassic_indicator_2d_2_non_stat_cov.ipynb`.*\n" ] }, { "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", "\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: 1.3.1\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": [ "### Remark\n", "The matplotlib figures can be visualized in *interactive* mode:\n", "\n", "- `%matplotlib notebook`: enable interactive mode\n", "- `%matplotlib inline`: disable interactive mode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Category values\n", "A list of category values (facies) must be defined. Let `ncategory` be the length of this list, *i.e.* the number of categories:\n", "\n", "- if `ncategory == 1`: the unique category value given must not be equal to 0; this is used for a binary case with values (\"unique category value\", 0), where 0 indicates the absence of the considered medium; conditioning data values should be \"unique category value\" or 0\n", "- if `ncategory >= 2`: this is used for a multi-category case with given values (distinct); conditioning data values should be in the list of given values\n", "\n", "Then, set color for each category, and color maps for proportions (for further plots).\n", "\n", "**Below: select the case with `ncategory` greater than one or equal to one below, comment the undesired cell.**" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Case with ncategory > 1\n", "# -----------------------\n", "category_values = [1., 2., 3.]\n", "ncategory = len(category_values)\n", "\n", "# Set colors ...\n", "categVal = category_values\n", "categCol = ['lightblue', 'orange', 'darkgreen'] # must be of length len(categVal)\n", "cmap_categ = [gn.customcolors.custom_cmap(['white', c]) for c in categCol]\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# # Case with ncategory = 1\n", "# # -----------------------\n", "# category_values = [2.] # all categories are 2. and 0.\n", "# ncategory = len(category_values)\n", "\n", "# # Set colors ...\n", "# categVal = [category_values[0], 0]\n", "# categCol = ['tab:red', 'lightblue'] # must be of length len(categVal)\n", "# cmap_categ = [gn.customcolors.custom_cmap(['white', c]) for c in categCol]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid (2D)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "nx, ny = 220, 230 # number of cells\n", "sx, sy = 1.0, 1.0 # cell unit\n", "ox, oy = 0.0, 0.0 # origin\n", "\n", "dimension = (nx, ny)\n", "spacing = (sx, sy)\n", "origin = (ox, oy)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Covariance model\n", "\n", "In 2D, a covariance model is given by an instance of the class `geone.covModel.covModel2D` (or `geone.covModel.covModel1D` for omni-directional (isotropic) case).\n", "\n", "A covariance model is defined by its elementary contributions given as a list of 2-tuples, \n", "whose the first component is the type given by a string (`nugget`, `spherical`, `exponential`, `gaussian`, ...) and the second component is a dictionary used to pass the required parameters (the weight (`w`), the range (`r`), ...).\n", "\n", "An azimuth angle, `alpha`, can be specified in degrees: the coordinates system Ox'y' supporting the axes of the model (ranges) is obtained from the original coordinates system Oxy by applying a rotation of `-alpha` (i.e. clockwise for positive angle).\n", "\n", "*Note: see the notebook `ex_general_multiGaussian.ipynb` for available covariance models and examples.*" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cov_model = gn.covModel.CovModel2D(elem=[\n", " ('exponential', {'w':5., 'r':[150, 40]}) # elementary contribution\n", " ], alpha=-30, name='model-2D example')\n", "\n", "cov_model.plot_model(figsize=(15,5))\n", "plt.suptitle('')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Settings - using data (optional) and probability (constant, optional)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "if ncategory > 1:\n", " # Case with ncategory > 1\n", " # -----------------------\n", " # Data\n", " x = np.array([[ 10.42, 20.32],\n", " [ 50.5 , 40.5],\n", " [ 20.24, 150.7],\n", " [200.2 , 210.1]]) # data locations (real coordinates)\n", " v = [ 1., 2., 1., 3.] # data values\n", " # x = None\n", " # v = None\n", "\n", " # Probability, proportion of each category\n", " probability = [.1, .2, .7] # should sum to 1\n", " # probability = None\n", "\n", " # Type of kriging\n", " method = 'simple_kriging'\n", "\n", "else:\n", " # Case with ncategory = 1\n", " # -----------------------\n", " # Data\n", " x = np.array([[ 10.42, 20.32],\n", " [ 50.5 , 40.5],\n", " [ 20.24, 150.7],\n", " [200.2 , 210.1]]) # data locations (real coordinates)\n", " v = [ 0., 2., 2., 0.] # data values\n", " # x = None\n", " # v = None\n", "\n", " # Probability, proportion (of non-zero category)\n", " probability = [.7] # list of one number in the interval [0, 1]\n", " # probability = None\n", "\n", " # Type of kriging\n", " method = 'simple_kriging'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of probabilities (by kriging)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "estimateIndicator: call `run_MPDSOMPGeosClassicIndicatorSim` [1 process of 8 thread(s) (OpenMP)] ...\n", "estimateIndicator: `run_MPDSOMPGeosClassicIndicatorSim` [1 process] complete\n", "Elapsed time: 0.035 sec\n" ] } ], "source": [ "# Computational resources\n", "nthreads = 8\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.estimateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " use_unique_neighborhood=True, # search neighborhood ...\n", " # searchRadius=None, \n", " # searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nthreads=nthreads, # computational resources\n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "krig_img = geosclassic_output['image'] # output image\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0, [])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Total number of warning(s), and warning messages\n", "geosclassic_output['nwarning'], geosclassic_output['warnings']" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "%%script false --no-raise-error # skip this cell! (comment this line to run the cell)\n", "\n", "# Equivalent, using other computational resources\n", "# -----------------------------------------------\n", "# Computational resources\n", "nthreads = 1\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.estimateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " use_unique_neighborhood=True, # search neighborhood ...\n", " # searchRadius=None, \n", " # searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nthreads=nthreads, # computational resources\n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "krig_img_2 = geosclassic_output['image'] # output image\n", "\n", "print(f\"Same results ? {np.allclose(krig_img.val, krig_img_2.val)}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulations" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "simulateIndicator: call `run_MPDSOMPGeosClassicIndicatorSim` [2 process(es) of 4 thread(s) (OpenMP)] ...\n", "simulateIndicator: `run_MPDSOMPGeosClassicIndicatorSim` [2 process(es)] complete\n", "Elapsed time: 15 sec\n" ] } ], "source": [ "# Number of realizations\n", "nreal = 100\n", "\n", "# Seed\n", "seed = 321\n", "\n", "# Computational resources\n", "nproc = 2\n", "nthreads_per_proc = 4\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.simulateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " searchRadius=None, # search neighborhood ...\n", " searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nreal=nreal, # number of realizations\n", " seed=seed, # seed\n", " nproc=nproc, # computational resources ...\n", " nthreads_per_proc=nthreads_per_proc, \n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "simul_img = geosclassic_output['image'] # output image\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0, [])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Total number of warning(s), and warning messages\n", "geosclassic_output['nwarning'], geosclassic_output['warnings']" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "%%script false --no-raise-error # skip this cell! (comment this line to run the cell)\n", "\n", "# Equivalent, using other computational resources\n", "# -----------------------------------------------\n", "# Computational resources\n", "nproc = 1\n", "nthreads_per_proc = 1\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.simulateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " searchRadius=None, # search neighborhood ...\n", " searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nreal=nreal, # number of realizations\n", " seed=seed, # seed\n", " nproc=nproc, # computational resources ...\n", " nthreads_per_proc=nthreads_per_proc, \n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "simul_img_2 = geosclassic_output['image'] # output image\n", "\n", "print(f\"Same results ? {np.allclose(simul_img.val, simul_img_2.val)}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the results" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Compute proportion of each category (pixel-wise)\n", "simul_img_prop = gn.img.imageCategProp(simul_img, category_values)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot\n", "plt.subplots(1+ncategory, 2, figsize=(10, 4*(1+ncategory)), sharex=True, sharey=True)\n", "\n", "for i in range(2):\n", " plt.subplot(1+ncategory, 2, i+1)\n", " gn.imgplot.drawImage2D(simul_img, iv=i, categ=True, categVal=categVal, categCol=categCol)\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'real #{i}')\n", "\n", "for i in range(ncategory):\n", " plt.subplot(1+ncategory, 2, 2*i+3)\n", " gn.imgplot.drawImage2D(simul_img_prop, iv=i, vmin=0, vmax=1, cmap=cmap_categ[i])\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'Proportion of categ {categVal[i]} over {nreal} real')\n", "\n", " plt.subplot(1+ncategory, 2, 2*i+4)\n", " gn.imgplot.drawImage2D(krig_img, iv=i, vmin=0, vmax=1, cmap=cmap_categ[i])\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'Estimate probability of categ {categVal[i]} (kriging)')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Check results" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimation: all data respected ? True\n", "Simulation: all data respected ? True\n" ] } ], "source": [ "# Check data\n", "# ----------\n", "if x is not None:\n", " # Get index of conditioning location in the grid\n", " data_grid_index = [gn.img.pointToGridIndex(xk[0], xk[1], 0, sx, sy, 1., ox, oy, 0.) for xk in x] # (ix, iy, iz) for each data point\n", " # Check estimation\n", " krig_v = [krig_img.val[:, iz, iy, ix] for ix, iy, iz in data_grid_index]\n", " if ncategory == 1:\n", " print(f'Estimation: all data respected ? {np.all(np.asarray(krig_v).reshape(-1) == np.asarray([1 if vi == category_values[0] else 0 for vi in v]))}')\n", " else:\n", " print(f'Estimation: all data respected ? {np.all([np.all(krig_v[i] == np.eye(ncategory)[np.where(np.asarray(category_values) == v[i])[0][0]]) for i in range(len(x))])}')\n", " # Check simulation\n", " sim_v = [simul_img.val[:, iz, iy, ix] for ix, iy, iz in data_grid_index]\n", " print(f'Simulation: all data respected ? {np.all([np.all(sim_v[i] == v[i]) for i in range(len(x))])}')\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Prescribed probabilities = [0.1, 0.2, 0.7]\n", "Estimation: probabilities (mean over the grid) = [0.15469426 0.21740468 0.62790107]\n", "Simulation: probabilities (mean over the grid and all real.)= [np.float64(0.14639743083003953), np.float64(0.2107296442687747), np.float64(0.6428729249011857)]\n" ] } ], "source": [ "# Compare probabilities\n", "# ---------------------\n", "if probability is not None:\n", " print(f'Prescribed probabilities = {probability}')\n", " print(f'Estimation: probabilities (mean over the grid) = {krig_img.val.mean(axis=(1,2,3))}')\n", " print(f'Simulation: probabilities (mean over the grid and all real.)= {[np.mean(simul_img.val == cv) for cv in category_values]}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Example - using non-stationary probabilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setting probability (proportion) maps" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# Set an image with simulation grid geometry defined above, and no variable\n", "im = gn.img.Img(nx, ny, 1, sx, sy, 1., ox, oy, 0., nv=0)\n", "\n", "# Get the x and y coordinates of the centers of grid cell (meshgrid)\n", "xx = im.xx()[0]\n", "yy = im.yy()[0]\n", "\n", "# Equivalent:\n", "## xg, yg: coordinates of the centers of grid cell\n", "#xg = ox + 0.5*sx + sx*np.arange(nx)\n", "#yg = oy + 0.5*sy + sy*np.arange(ny)\n", "#xx, yy = np.meshgrid(xg, yg) # create meshgrid from the center of grid cells\n", "\n", "if ncategory > 1:\n", " # Case with ncategory > 1\n", " # -----------------------\n", " # Define probability maps for each category\n", " c = 0.9\n", " p1 = xx - yy \n", " p1 = c * (p1 - np.min(p1))/ (np.max(p1) - np.min(p1))\n", " p2 = c - p1\n", " p0 = (1. - c) * np.ones_like(p1) # 1.0 - p1 - p2 # constant map (0.1)\n", "\n", " probability = np.array((p0, p1, p2))\n", "\n", "else:\n", " # Case with ncategory = 1\n", " # -----------------------\n", " c = 1.0\n", " # Define probability map for non-zero category\n", " p1 = xx - yy \n", " p1 = c * (p1 - np.min(p1))/ (np.max(p1) - np.min(p1))\n", " probability = p1\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot\n", "# ----\n", "# Fill image for display\n", "probability_img = gn.img.Img(nx, ny, 1, sx, sy, 1., ox, oy, 0., nv=ncategory, val=probability)\n", "\n", "# Display probability maps\n", "plt.subplots(ncategory, 1, figsize=(10,ncategory*4), sharey=True)\n", "\n", "for i in range(ncategory):\n", " plt.subplot(ncategory, 1, 1+i)\n", " gn.imgplot.drawImage2D(probability_img, iv=i, title = f'Probability for categ. {categVal[i]}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Settings - using data (optional)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "if ncategory > 1:\n", " # Case with ncategory > 1\n", " # -----------------------\n", " # Data\n", " x = np.array([[ 10.42, 20.32],\n", " [ 50.5 , 40.5],\n", " [ 20.24, 150.7],\n", " [200.2 , 210.1]]) # data locations (real coordinates)\n", " v = [ 1., 2., 1., 3.] # data values\n", " # x = None\n", " # v = None\n", "\n", " # Probability : `probability` defined above\n", "\n", " # Type of kriging\n", " method = 'simple_kriging'\n", "\n", "else:\n", " # Case with ncategory = 1\n", " # -----------------------\n", " # Data\n", " x = np.array([[ 10.42, 20.32],\n", " [ 50.5 , 40.5],\n", " [ 20.24, 150.7],\n", " [200.2 , 210.1]]) # data locations (real coordinates)\n", " v = [ 0., 2., 2., 0.] # data values\n", " # x = None\n", " # v = None\n", "\n", " # Probability : `probability` defined above\n", "\n", " # Type of kriging\n", " method = 'simple_kriging'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of probabilities (by kriging)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "estimateIndicator: call `run_MPDSOMPGeosClassicIndicatorSim` [1 process of 8 thread(s) (OpenMP)] ...\n", "estimateIndicator: `run_MPDSOMPGeosClassicIndicatorSim` [1 process] complete\n", "Elapsed time: 0.039 sec\n" ] } ], "source": [ "# Computational resources\n", "nthreads = 8\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.estimateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " use_unique_neighborhood=True, # search neighborhood ...\n", " # searchRadius=None, \n", " # searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nthreads=nthreads, # computational resources\n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "krig_img = geosclassic_output['image'] # output image\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0, [])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Total number of warning(s), and warning messages\n", "geosclassic_output['nwarning'], geosclassic_output['warnings']" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "%%script false --no-raise-error # skip this cell! (comment this line to run the cell)\n", "\n", "# Equivalent, using other computational resources\n", "# -----------------------------------------------\n", "# Computational resources\n", "nthreads = 1\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.estimateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " use_unique_neighborhood=True, # search neighborhood ...\n", " # searchRadius=None, \n", " # searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nthreads=nthreads, # computational resources\n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "krig_img_2 = geosclassic_output['image'] # output image\n", "\n", "print(f\"Same results ? {np.allclose(krig_img.val, krig_img_2.val)}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulations" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "simulateIndicator: call `run_MPDSOMPGeosClassicIndicatorSim` [2 process(es) of 4 thread(s) (OpenMP)] ...\n", "simulateIndicator: `run_MPDSOMPGeosClassicIndicatorSim` [2 process(es)] complete\n", "Elapsed time: 16 sec\n" ] } ], "source": [ "# Number of realizations\n", "nreal = 100\n", "\n", "# Seed\n", "seed = 321\n", "\n", "# Computational resources\n", "nproc = 2\n", "nthreads_per_proc = 4\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.simulateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " searchRadius=None, # search neighborhood ...\n", " searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nreal=nreal, # number of realizations\n", " seed=seed, # seed\n", " nproc=nproc, # computational resources ...\n", " nthreads_per_proc=nthreads_per_proc, \n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "simul_img = geosclassic_output['image'] # output image\n" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0, [])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Total number of warning(s), and warning messages\n", "geosclassic_output['nwarning'], geosclassic_output['warnings']" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "%%script false --no-raise-error # skip this cell! (comment this line to run the cell)\n", "\n", "# Equivalent, using other computational resources\n", "# -----------------------------------------------\n", "# Computational resources\n", "nproc = 1\n", "nthreads_per_proc = 1\n", "\n", "t1 = time.time() # start time\n", "geosclassic_output = gn.geosclassicinterface.simulateIndicator(\n", " category_values, # list of categories (required)\n", " cov_model, # covariance model(s) (required)\n", " dimension, spacing, origin, # grid geometry (dimension is required)\n", " x=x, v=v, # data\n", " probability=probability, # probability\n", " method=method, # type of kriging\n", " searchRadius=None, # search neighborhood ...\n", " searchRadiusRelative=1.2, \n", " nneighborMax=12,\n", " nreal=nreal, # number of realizations\n", " seed=seed, # seed\n", " nproc=nproc, # computational resources ...\n", " nthreads_per_proc=nthreads_per_proc, \n", " verbose=2 # verbose mode\n", " )\n", "t2 = time.time() # end time\n", "print('Elapsed time: {:.2g} sec'.format(t2-t1))\n", "\n", "simul_img_2 = geosclassic_output['image'] # output image\n", "\n", "print(f\"Same results ? {np.allclose(simul_img.val, simul_img_2.val)}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the results" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "# Compute proportion of each category (pixel-wise)\n", "simul_img_prop = gn.img.imageCategProp(simul_img, category_values)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot\n", "plt.subplots(1+ncategory, 3, figsize=(15, (1+ncategory)*4), sharex=True, sharey=True)\n", "\n", "for i in range(3):\n", " plt.subplot(1+ncategory, 3, i+1)\n", " gn.imgplot.drawImage2D(simul_img, iv=i, categ=True, categVal=categVal, categCol=categCol)\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'real #{i}')\n", "\n", "for i in range(ncategory):\n", " plt.subplot(1+ncategory, 3, 3*i+4)\n", " gn.imgplot.drawImage2D(simul_img_prop, iv=i, vmin=0, vmax=1, cmap=cmap_categ[i])\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'Proportion of categ {categVal[i]} over {nreal} real')\n", "\n", " plt.subplot(1+ncategory, 3, 3*i+5)\n", " gn.imgplot.drawImage2D(krig_img, iv=i, vmin=0, vmax=1, cmap=cmap_categ[i])\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'Estimate probability of categ {categVal[i]} (kriging)')\n", "\n", " plt.subplot(1+ncategory, 3, 3*i+6)\n", " gn.imgplot.drawImage2D(probability_img, iv=i, vmin=0, vmax=1, cmap=cmap_categ[i])\n", " if x is not None:\n", " plt.plot(*x.T, '+', c='black', markersize=5) # add conditioning point locations\n", " plt.title(f'Prescribed probability for categ {categVal[i]}')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Check results" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimation: all data respected ? True\n", "Simulation: all data respected ? True\n" ] } ], "source": [ "# Check data\n", "# ----------\n", "if x is not None:\n", " # Get index of conditioning location in the grid\n", " data_grid_index = [gn.img.pointToGridIndex(xk[0], xk[1], 0, sx, sy, 1., ox, oy, 0.) for xk in x] # (ix, iy, iz) for each data point\n", " # Check estimation\n", " krig_v = [krig_img.val[:, iz, iy, ix] for ix, iy, iz in data_grid_index]\n", " if ncategory == 1:\n", " print(f'Estimation: all data respected ? {np.all(np.asarray(krig_v).reshape(-1) == np.asarray([1 if vi == category_values[0] else 0 for vi in v]))}')\n", " else:\n", " print(f'Estimation: all data respected ? {np.all([np.all(krig_v[i] == np.eye(ncategory)[np.where(np.asarray(category_values) == v[i])[0][0]]) for i in range(len(x))])}')\n", " # Check simulation\n", " sim_v = [simul_img.val[:, iz, iy, ix] for ix, iy, iz in data_grid_index]\n", " print(f'Simulation: all data respected ? {np.all([np.all(sim_v[i] == v[i]) for i in range(len(x))])}')\n" ] } ], "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 }