{ "cells": [ { "cell_type": "markdown", "id": "3949f4c7", "metadata": {}, "source": [ "# 63 Displaying Well Log along Well Path\n", "\n", "This notebook illustrates how to illustrates how to display a well log consisting of measured depth values and the actual measured values along a well path defined by a well path consisting of x, y, and z coordinates. \n", "\n", "" ] }, { "cell_type": "markdown", "id": "6ce2dcc2", "metadata": {}, "source": [ "## Set File Paths and download Tutorial Data\n", "\n", "If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet." ] }, { "cell_type": "code", "execution_count": 2, "id": "32fdb87d", "metadata": {}, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "import numpy as np\n", "import pyvista as pv\n", "import pandas as pd\n", "from typing import Union" ] }, { "cell_type": "markdown", "id": "9a8518ee", "metadata": {}, "source": [ "## Defining well and well log values\n", "\n", "First, we define an arbitrary well path using three points as NumPy Array. The measured depths (`dist`) and and some random values are defined as 1D NumPy arrays. " ] }, { "cell_type": "code", "execution_count": 3, "id": "5d3cfbf6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " MD values\n", "0 0 0.902572\n", "1 1 0.727718\n", "2 2 0.769483\n", "3 3 0.064950\n", "4 4 0.950260\n", ".. ... ...\n", "896 896 0.416416\n", "897 897 0.417463\n", "898 898 0.848264\n", "899 899 0.881004\n", "900 900 0.732136\n", "\n", "[901 rows x 2 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.DataFrame(dist, columns=['MD'])\n", "df['values'] = values\n", "df" ] }, { "cell_type": "markdown", "id": "ae3c83df", "metadata": {}, "source": [ "## Interpolate/Resample between points\n", "\n", "The second step is to resample linearly between each provided well path point. A spacing of 5 cm between each point is chosen by default. " ] }, { "cell_type": "code", "execution_count": 8, "id": "5e2d1b8c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " X Y Z\n", "0 0.000000 0.000000 0.000000\n", "1 0.000000 0.000000 -0.050005\n", "2 0.000000 0.000000 -0.100010\n", "3 0.000000 0.000000 -0.150015\n", "4 0.000000 0.000000 -0.200020\n", "... ... ... ...\n", "19376 -199.914712 299.872068 -799.872068\n", "19377 -199.936034 299.904051 -799.904051\n", "19378 -199.957356 299.936034 -799.936034\n", "19379 -199.978678 299.968017 -799.968017\n", "19380 -200.000000 300.000000 -800.000000\n", "\n", "[19381 rows x 3 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points = gg.visualization.resample_between_well_deviation_points(coordinates)\n", "pd.DataFrame(points, columns=['X', 'Y', 'Z'])" ] }, { "cell_type": "code", "execution_count": 9, "id": "377caf8f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "fig = plt.figure()\n", "ax = fig.add_subplot(projection='3d')\n", "ax.scatter(points[:,0], points[:,1], points[:,2])\n", "ax.scatter(coordinates[:,0], coordinates[:,1], coordinates[:,2])\n", "ax.set_aspect('equal')\n", "ax.grid()" ] }, { "cell_type": "markdown", "id": "4608fa6c", "metadata": {}, "source": [ "## Create Polyline from well path coordinates\n", "\n", "Then, we create a polyline of the original well path for visualization purposes. " ] }, { "cell_type": "code", "execution_count": 11, "id": "cf27807a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
PolyDataInformation
N Cells1
N Points3
N Strips0
X Bounds-2.000e+02, 0.000e+00
Y Bounds0.000e+00, 3.000e+02
Z Bounds-8.000e+02, 0.000e+00
N Arrays0
\n", "\n" ], "text/plain": [ "PolyData (0x298a7635d00)\n", " N Cells: 1\n", " N Points: 3\n", " N Strips: 0\n", " X Bounds: -2.000e+02, 0.000e+00\n", " Y Bounds: 0.000e+00, 3.000e+02\n", " Z Bounds: -8.000e+02, 0.000e+00\n", " N Arrays: 0" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polyline_well_path = gg.visualization.polyline_from_points(coordinates)\n", "polyline_well_path" ] }, { "cell_type": "markdown", "id": "fec8f8a7", "metadata": {}, "source": [ "## Creating Spline from resampled well path coordinates\n", "\n", "Now, we are creating spline of the resampled points. This automatically calculates the `arc_length` which will be utilized in the next step. " ] }, { "cell_type": "code", "execution_count": 12, "id": "498242ab", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
HeaderData Arrays
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PolyDataInformation
N Cells1
N Points19381
N Strips0
X Bounds-2.000e+02, 1.520e-03
Y Bounds-2.280e-03, 3.000e+02
Z Bounds-8.000e+02, 0.000e+00
N Arrays1
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NameFieldTypeN CompMinMax
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" ], "text/plain": [ "PolyData (0x298a8c46e80)\n", " N Cells: 22\n", " N Points: 18060\n", " N Strips: 22\n", " X Bounds: -2.000e+02, 3.747e+01\n", " Y Bounds: -3.747e+01, 2.805e+02\n", " Z Bounds: -7.807e+02, 0.000e+00\n", " N Arrays: 2" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polyline_along_spline = gg.visualization.polyline_from_points(points_along_spline)\n", "polyline_along_spline['values'] = values\n", "tube_along_spline = polyline_along_spline.tube(scalars='values', radius_factor=75)\n", "tube_along_spline" ] }, { "cell_type": "markdown", "id": "45f3f992", "metadata": {}, "source": [ "## Combined Function" ] }, { "cell_type": "code", "execution_count": 23, "id": "fb7741f7", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "PolyData (0x298a9080fa0)\n", " N Cells: 22\n", " N Points: 18060\n", " N Strips: 22\n", " X Bounds: -2.000e+02, 3.747e+01\n", " Y Bounds: -3.747e+01, 2.805e+02\n", " Z Bounds: -7.807e+02, 0.000e+00\n", " N Arrays: 2" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tube_along_spline = show_well_log_along_well(coordinates, dist, values, radius_factor=75)\n", "tube_along_spline" ] }, { "cell_type": "markdown", "id": "51451276", "metadata": {}, "source": [ "## Plotting the result" ] }, { "cell_type": "code", "execution_count": 24, "id": "fc6de3ed", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\ale93371\\Anaconda3\\envs\\gempy_new8\\lib\\site-packages\\pyvista\\utilities\\helpers.py:507: UserWarning: Points is not a float type. This can cause issues when transforming or applying filters. Casting to ``np.float32``. Disable this by passing ``force_float=False``.\n", " warnings.warn(\n", "C:\\Users\\ale93371\\Anaconda3\\envs\\gempy_new8\\lib\\site-packages\\pyvista\\jupyter\\notebook.py:58: UserWarning: Failed to use notebook backend: \n", "\n", "No module named 'trame'\n", "\n", "Falling back to a static output.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sargs = dict(fmt=\"%.2f\", color='black')\n", "\n", "p = pv.Plotter(notebook=True)\n", "\n", "p.add_mesh(tube_along_spline, scalar_bar_args=sargs, clim=[0,1])\n", "p.add_mesh(pv.PolyData(coordinates), color='red', point_size=25)\n", "p.add_mesh(pv.PolyData(points), color='blue', point_size=10)\n", "\n", "p.set_background('white')\n", "p.show_grid(color='black')\n", "p.show()" ] } ], "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": 5 }