{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Belgian Fieldstone Sample\n", "=========================\n", "\n", "This sample is a micro-CT scan of a 4 mm diameter glauconite-rich sandstone sample, by Tom Bultreys and Wesley De Boever, \n", "acquired with 4.98 micrometer voxel length at Ghent University's Centre for X-ray Tomography\n", "and hosted at [Digital Rocks Portal](https://www.digitalrocksportal.org/).\n", "\n", ".. note::\n", " If you plan to use this data, please remember to [cite the data](https://www.digitalrocksportal.org/projects/297/cite/)\n", " and the\n", " [related publications](https://www.digitalrocksportal.org/projects/297/publications/).\n", "\n", "\n", "\n", "Go to the Belgian Fieldstone project in the Digital Rocks Portal:\n", "https://www.digitalrocksportal.org/projects/297. Click on `Micro-CT scan`.\n", "\n", "\n", "\n", " \n", "Pay attention to the metadata! We'll need it later. An extra piece of information: this raw data is in Fortran file order.\n", "Click `Action->Download File`.\n", "\n", "\n", "\n", "Let's import the raw file into a RockVerse voxel image. In this example we'll use 8 chunks, halving the total number of voxels in each direction:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[2025-01-09 12:29:43] (Attenuation) Importing raw file: 100%|>>>>>>>>>>| 8/8 [00:21<00:00, 2.75s/chunk]\n" ] } ], "source": [ "import rockverse as rv\n", "\n", "belgian_fieldstone_data = rv.voxel_image.import_raw(\n", " rawfile='/path/to/rawdata/BelgianFieldstone/Fieldstone_1000x1000x861_16b.raw',\n", " store='/path/to/imported/BelgianFieldstone/original', #<- path to the imported the voxel image\n", " shape=(1000, 1000, 861), #<- From metadata, image size\n", " dtype='>u2', #<- From metadata, big-endian 16-bit unsigned integer\n", " offset=0, #<- From metadata\n", " voxel_length=(4.98, 4.98, 4.98), #<- From metadata\n", " voxel_unit='um', #<- From metadata, micrometer\n", " raw_file_order='F', #<- Fortran file order\n", " chunks=(500, 500, 431), #<- Our choice of chunk size will give a 2x2x2 chunk grid\n", " field_name='Attenuation', #<- Our choice for field name (X-ray attenuation)\n", " field_unit='a.u.', #<- Our choice for field units (arbitrary units)\n", " description='Belgian Fieldstone original X-ray CT',\n", " overwrite=True #<- Overwrite if file exists in disk\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The image now is available as a RockVerse voxel image in disk, at the path given in the ``store`` parameter. Remember: RockVerse voxel images are modified Zarr arrays, so you can use all the original properties and methods. Let's take a look at the general structure:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Typerockverse.voxel_image.VoxelImage
Data typeuint16
Shape(1000, 1000, 861)
Chunk shape(500, 500, 431)
OrderC
Read-onlyFalse
CompressorBlosc(cname='lz4', clevel=5, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes1722000000 (1.6G)
No. bytes stored1323693972 (1.2G)
Storage ratio1.3
Chunks initialized8/8
" ], "text/plain": [ "Type : rockverse.voxel_image.VoxelImage\n", "Data type : uint16\n", "Shape : (1000, 1000, 861)\n", "Chunk shape : (500, 500, 431)\n", "Order : C\n", "Read-only : False\n", "Compressor : Blosc(cname='lz4', clevel=5, shuffle=SHUFFLE, blocksize=0)\n", "Store type : zarr.storage.DirectoryStore\n", "No. bytes : 1722000000 (1.6G)\n", "No. bytes stored : 1323693972 (1.2G)\n", "Storage ratio : 1.3\n", "Chunks initialized : 8/8" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "belgian_fieldstone_data.info" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice the chunk order was changed to C for cache optimization. \n", "Digital rock metadata are stored as zarr attributes:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "_ROCKVERSE_DATATYPE: VoxelImage\n", "description: Belgian Fieldstone original X-ray CT\n", "field_name: Attenuation\n", "field_unit: a.u.\n", "voxel_length: [4.98, 4.98, 4.98]\n", "voxel_origin: [0, 0, 0]\n", "voxel_unit: um\n" ] } ], "source": [ "for k,v in belgian_fieldstone_data.attrs.items():\n", " print(f\"{k}: {v}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But you can access them directly through the corresponding ``VoxelImage`` properties (check the \n", "[API documentation](../../../api/voxel_image.rst)\n", " for more details):" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Field name: Attenuation,\n", "Field unit: a.u.,\n", "Image size: (1000, 1000, 861)\n", "dtype: uint16,\n", "Voxel length: (4.98, 4.98, 4.98) um,\n", "Image size per dimension: (1000, 1000, 861)\n", "Voxel length per dimension: (4.98, 4.98, 4.98) um\n", "\n" ] } ], "source": [ "print(f'''\n", "Field name: {belgian_fieldstone_data.field_name},\n", "Field unit: {belgian_fieldstone_data.field_unit},\n", "Image size: {belgian_fieldstone_data.shape}\n", "dtype: {belgian_fieldstone_data.dtype},\n", "Voxel length: {belgian_fieldstone_data.voxel_length} {belgian_fieldstone_data.voxel_unit},\n", "Image size per dimension: ({belgian_fieldstone_data.nx}, {belgian_fieldstone_data.ny}, {belgian_fieldstone_data.nz})\n", "Voxel length per dimension: ({belgian_fieldstone_data.hx}, {belgian_fieldstone_data.hy}, {belgian_fieldstone_data.hz}) {belgian_fieldstone_data.h_unit}\n", "''')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[2025-01-09 12:30:05] Histogram Attenuation (min/max): 100%|>>>>>>>>>>| 8/8 [00:02<00:00, 3.93chunk/s]\n", "[2025-01-09 12:30:07] Histogram Attenuation (counting voxels): 100%|>>>>>>>>>>| 8/8 [00:23<00:00, 2.90s/chunk]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "viewer = rv.OrthogonalViewer(belgian_fieldstone_data)\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "viewer.show_guide_lines = False\n", "viewer.show_histogram = False\n", "viewer.show_zy_plane = False\n", "viewer.show_xz_plane = False\n", "viewer.figure\n" ] } ], "metadata": { "kernelspec": { "display_name": "rockverse", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 2 }