{ "cells": [ { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Get Started in 10 Minutes\n", "\n", "In this page we will be showing basic capabilities of MDIO.\n", "\n", "For demonstration purposes, we will download the Teapot Dome open-source dataset. The dataset details and licensing can be found at the [SEG Wiki](https://wiki.seg.org/wiki/Teapot_dome_3D_survey).\n", "\n", "We are using the 3D seismic stack dataset named `filt_mig.sgy`.\n", "\n", "The full link for the dataset (hosted on AWS): http://s3.amazonaws.com/teapot/filt_mig.sgy\n", "\n", "```{warning}\n", "For plotting, the notebook requires [Matplotlib](https://matplotlib.org/) as a dependency. Please install it before executing using\n", "`pip install matplotlib` or `conda install matplotlib`.\n", "```\n", "\n", "## Downloading the SEG-Y Dataset\n", "\n", "Let's download this dataset to our working directory. It may take from a few seconds up to a couple minutes based on your internet connection speed. The file is 386 MB in size.\n", "\n", "The dataset is irregularly shaped, however it is padded to a rectangle with zero (dead traces). We will see that later at the live mask plotting." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:58:51.175760Z", "start_time": "2024-09-18T20:58:40.579758Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "('filt_mig.sgy', )" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from os import path\n", "from urllib.request import urlretrieve\n", "\n", "url = \"http://s3.amazonaws.com/teapot/filt_mig.sgy\"\n", "urlretrieve(url, \"filt_mig.sgy\")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Ingesting to MDIO\n", "\n", "To do this, we can use the convenient SEG-Y to MDIO converter.\n", "\n", "The `inline` and `crossline` values are located at bytes `181` and `185`. Note that this doesn't match any SEG-Y standards.\n", "\n", "MDIO uses [TGSAI/segy][segy-github] to parse the SEG-Y; the field names conform to its canonical keys defined in [SEGY Binary Header Keys][segy-binary-keys] and [SEGY Trace Header Keys][segy-trace-keys]. MDIO interprets the trace headers as SEG-Y Rev1 for historical reasons and will be more flexible in the next generation.\n", "\n", "`181` and `185` for Teapot should ideally map to `cdp_x` and `cdp_y` in the header arrays. However, because the file does not match the standard, they are mapped to the `inline` and `crossline` header keys on ingested headers.\n", "\n", "In summary, we will use the byte locations as defined for ingestion. However, because `inline` / `crossline` and flipped with `cdp_x` / `cdp_y`, we must interchange the keys later.\n", "\n", "[segy-github]: https://github.com/TGSAI/segy\n", "[segy-binary-keys]: https://github.com/TGSAI/segy/blob/main/src/segy/standards/fields/binary.py\n", "[segy-trace-keys]: https://github.com/TGSAI/segy/blob/main/src/segy/standards/fields/trace.py" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:00.561840Z", "start_time": "2024-09-18T20:58:51.516552Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Scanning SEG-Y for geometry attributes: 100%|██████████| 7/7 [00:03<00:00, 1.89block/s]\n", "Ingesting SEG-Y in 18 chunks: 100%|██████████| 18/18 [00:04<00:00, 4.12block/s]\n" ] } ], "source": [ "from mdio import segy_to_mdio\n", "\n", "segy_to_mdio(\n", " segy_path=\"filt_mig.sgy\",\n", " mdio_path_or_buffer=\"filt_mig.mdio\",\n", " index_bytes=(181, 185),\n", " index_names=(\"inline\", \"crossline\"),\n", ")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "It only took a few seconds to ingest, since this is a very small file. \n", "\n", "However, MDIO scales up to TB (that's ~1,000 GB) sized volumes!\n", "\n", "## Opening the Ingested MDIO File\n", "\n", "Let's open the MDIO file with the `MDIOReader`.\n", "\n", "We will also turn on `return_metadata` function to get the live trace mask and trace headers." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:00.569221Z", "start_time": "2024-09-18T20:59:00.565754Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "from mdio import MDIOReader\n", "\n", "mdio = MDIOReader(\"filt_mig.mdio\", return_metadata=True)" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Querying Metadata\n", "\n", "Now let's look at the Textual Header by the convenient `text_header` attribute.\n", "\n", "You will notice the text header is parsed as a list of strings that are 80 characters long." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:00.579512Z", "start_time": "2024-09-18T20:59:00.576806Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "['C 1 CLIENT: ROCKY MOUNTAIN OILFIELD TESTING CENTER ',\n", " 'C 2 PROJECT: NAVAL PETROLEUM RESERVE #3 (TEAPOT DOME); NATRONA COUNTY, WYOMING ',\n", " 'C 3 LINE: 3D ',\n", " 'C 4 ',\n", " 'C 5 THIS IS THE FILTERED POST STACK MIGRATION ',\n", " 'C 6 ',\n", " 'C 7 INLINE 1, XLINE 1: X COORDINATE: 788937 Y COORDINATE: 938845 ',\n", " 'C 8 INLINE 1, XLINE 188: X COORDINATE: 809501 Y COORDINATE: 939333 ',\n", " 'C 9 INLINE 188, XLINE 1: X COORDINATE: 788039 Y COORDINATE: 976674 ',\n", " 'C10 INLINE NUMBER: MIN: 1 MAX: 345 TOTAL: 345 ',\n", " 'C11 CROSSLINE NUMBER: MIN: 1 MAX: 188 TOTAL: 188 ',\n", " \"C12 TOTAL NUMBER OF CDPS: 64860 BIN DIMENSION: 110' X 110' \",\n", " 'C13 ',\n", " 'C14 ',\n", " 'C15 ',\n", " 'C16 ',\n", " 'C17 ',\n", " 'C18 ',\n", " 'C19 GENERAL SEGY INFORMATION ',\n", " 'C20 RECORD LENGHT (MS): 3000 ',\n", " 'C21 SAMPLE RATE (MS): 2.0 ',\n", " 'C22 DATA FORMAT: 4 BYTE IBM FLOATING POINT ',\n", " 'C23 BYTES 13- 16: CROSSLINE NUMBER (TRACE) ',\n", " 'C24 BYTES 17- 20: INLINE NUMBER (LINE) ',\n", " 'C25 BYTES 81- 84: CDP_X COORD ',\n", " 'C26 BYTES 85- 88: CDP_Y COORD ',\n", " 'C27 BYTES 181-184: INLINE NUMBER (LINE) ',\n", " 'C28 BYTES 185-188: CROSSLINE NUMBER (TRACE) ',\n", " 'C29 BYTES 189-192: CDP_X COORD ',\n", " 'C30 BYTES 193-196: CDP_Y COORD ',\n", " 'C31 ',\n", " 'C32 ',\n", " 'C33 ',\n", " 'C34 ',\n", " 'C35 ',\n", " 'C36 Processed by: Excel Geophysical Services, Inc. ',\n", " 'C37 8301 East Prentice Ave. Ste. 402 ',\n", " 'C38 Englewood, Colorado 80111 ',\n", " 'C39 (voice) 303.694.9629 (fax) 303.771.1646 ',\n", " 'C40 END EBCDIC ']" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio.text_header" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "MDIO parses the binary header into a Python dictionary.\n", "\n", "We can easily query it by the `binary_header` attribute and see critical information about the original file." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:01.236557Z", "start_time": "2024-09-18T20:59:01.233832Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "{'amp_recovery_code': 4,\n", " 'aux_traces_per_ensemble': 0,\n", " 'binary_gain_code': 1,\n", " 'correlated_data_code': 2,\n", " 'data_sample_format': 1,\n", " 'data_traces_per_ensemble': 188,\n", " 'ensemble_fold': 57,\n", " 'extended_aux_traces_per_ensemble': 0,\n", " 'extended_data_traces_per_ensemble': 0,\n", " 'extended_ensemble_fold': 0,\n", " 'extended_orig_samples_per_trace': 0,\n", " 'extended_samples_per_trace': 0,\n", " 'fixed_length_trace_flag': 0,\n", " 'impulse_polarity_code': 1,\n", " 'job_id': 9999,\n", " 'line_num': 9999,\n", " 'measurement_system_code': 2,\n", " 'num_extended_text_headers': 0,\n", " 'orig_sample_interval': 0,\n", " 'orig_samples_per_trace': 1501,\n", " 'reel_num': 1,\n", " 'sample_interval': 2000,\n", " 'samples_per_trace': 1501,\n", " 'segy_revision': 0,\n", " 'segy_revision_minor': 0,\n", " 'sweep_freq_end': 0,\n", " 'sweep_freq_start': 0,\n", " 'sweep_length': 0,\n", " 'sweep_taper_end': 0,\n", " 'sweep_taper_start': 0,\n", " 'sweep_trace_num': 0,\n", " 'sweep_type_code': 0,\n", " 'taper_type_code': 0,\n", " 'trace_sorting_code': 4,\n", " 'vertical_sum_code': 1,\n", " 'vibratory_polarity_code': 0}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio.binary_header" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## MDIO Grid, Dimensions, and Related Attributes\n", "\n", "MDIO also has named dimensions, so we can see which dimension (axis) corresponds to which coordinate.\n", "\n", "MDIO has an abstraction for an N-Dimensional grid. We can get the grid, and look at some of its properties." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:17.153067Z", "start_time": "2024-09-18T20:59:17.150654Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "('inline', 'crossline', 'sample')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio.grid.dim_names" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:18.063449Z", "start_time": "2024-09-18T20:59:18.060528Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio.grid.get_min(\"inline\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:18.613847Z", "start_time": "2024-09-18T20:59:18.611287Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "188" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio.grid.get_max(\"crossline\")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "We can extract a dimension by name, and see its values. \n", "\n", "The `Dimension` has `name` and `coords` that returns a string and a numpy array." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:20.375872Z", "start_time": "2024-09-18T20:59:20.372849Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "Dimension(coords=array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,\n", " 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26,\n", " 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39,\n", " 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52,\n", " 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65,\n", " 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78,\n", " 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91,\n", " 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104,\n", " 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117,\n", " 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130,\n", " 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143,\n", " 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156,\n", " 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169,\n", " 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182,\n", " 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195,\n", " 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208,\n", " 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221,\n", " 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234,\n", " 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247,\n", " 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260,\n", " 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273,\n", " 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286,\n", " 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299,\n", " 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312,\n", " 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325,\n", " 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338,\n", " 339, 340, 341, 342, 343, 344, 345]), name='inline')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio.grid.select_dim(\"inline\")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Fetching Data and Plotting\n", "\n", "Now we will demonstrate getting an inline from MDIO.\n", "\n", "Because MDIO can hold various dimensionality of data, we have to first query the inline location.\n", "\n", "Then we can use the queried index to get the data itself.\n", "\n", "We will also plot the inline, for this we need the crossline and sample coordinates.\n", "\n", "MDIO stores dataset statistics. We can use the standard deviation (std) value of the dataset to adjust the gain." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T20:59:21.651362Z", "start_time": "2024-09-18T20:59:21.503964Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "crosslines = mdio.grid.select_dim(\"crossline\").coords\n", "times = mdio.grid.select_dim(\"sample\").coords\n", "\n", "std = mdio.stats[\"std\"]\n", "\n", "inline_index = mdio.coord_to_index(278, dimensions=\"inline\").item()\n", "il_mask, il_headers, il_data = mdio[inline_index]\n", "\n", "vmin, vmax = -2 * std, 2 * std\n", "plt.pcolormesh(crosslines, times, il_data.T, vmin=vmin, vmax=vmax, cmap=\"gray_r\")\n", "plt.gca().invert_yaxis()\n", "plt.title(f\"Inline {278}\")\n", "plt.xlabel(\"crossline\")\n", "plt.ylabel(\"twt (ms)\");" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "Let's do the same with a time sample.\n", "\n", "We already have crossline labels and standard deviation, so we don't have to fetch it again.\n", "\n", "We will display two-way-time at 1,000 ms." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "inlines = mdio.grid.select_dim(\"inline\").coords\n", "\n", "twt_index = mdio.coord_to_index(1_000, dimensions=\"sample\").item()\n", "z_mask, z_headers, z_data = mdio[:, :, twt_index]\n", "\n", "vmin, vmax = -2 * std, 2 * std\n", "plt.pcolormesh(inlines, crosslines, z_data.T, vmin=vmin, vmax=vmax, cmap=\"gray_r\")\n", "plt.title(f\"Two-way-time at {1000}ms\")\n", "plt.xlabel(\"inline\")\n", "plt.ylabel(\"crossline\");" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "We can also overlay live mask with the time slice. However, in this example dataset is zero padded.\n", "\n", "The live mask will always show True." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "live_mask = mdio.live_mask[:]\n", "\n", "plt.pcolormesh(inlines, crosslines, live_mask.T, vmin=0, vmax=1, alpha=0.5)\n", "plt.pcolormesh(inlines, crosslines, z_data.T, vmin=vmin, vmax=vmax, cmap=\"gray_r\", alpha=0.5)\n", "plt.title(f\"Two-way-time at {1000}ms\")\n", "plt.xlabel(\"inline\")\n", "plt.ylabel(\"crossline\");" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Query Headers" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "We can query headers for the whole dataset very quickly because they are separated from the seismic wavefield.\n", "\n", "Let's get all the headers for X and Y coordinates in this dataset. \n", "\n", "As mentioned before, X Coordinates map to `inline` and Y Coordinates map to `crossline` due to non-standard Teapot data.\n", "\n", "Note that the header maps will still honor the geometry/grid of the dataset!" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T21:00:13.917249Z", "start_time": "2024-09-18T21:00:13.889737Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "array([[788937, 789047, 789157, ..., 809282, 809392, 809502],\n", " [788935, 789045, 789155, ..., 809279, 809389, 809499],\n", " [788932, 789042, 789152, ..., 809276, 809386, 809496],\n", " ...,\n", " [788044, 788154, 788264, ..., 808389, 808499, 808609],\n", " [788042, 788152, 788262, ..., 808386, 808496, 808606],\n", " [788039, 788149, 788259, ..., 808383, 808493, 808603]], dtype=int32)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio._headers[:][\"inline\"] # actually cdp_x" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T21:00:25.472505Z", "start_time": "2024-09-18T21:00:25.445539Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "array([[938846, 938848, 938851, ..., 939329, 939331, 939334],\n", " [938956, 938958, 938961, ..., 939439, 939441, 939444],\n", " [939066, 939068, 939071, ..., 939549, 939551, 939554],\n", " ...,\n", " [976455, 976458, 976460, ..., 976938, 976941, 976943],\n", " [976565, 976568, 976570, ..., 977048, 977051, 977053],\n", " [976675, 976678, 976680, ..., 977158, 977161, 977163]], dtype=int32)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mdio._headers[:][\"crossline\"] # actually cdp_y" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "or both at he same time:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2024-09-18T21:01:00.282409Z", "start_time": "2024-09-18T21:01:00.255074Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "array([[(788937, 938846), (789047, 938848), (789157, 938851), ...,\n", " (809282, 939329), (809392, 939331), (809502, 939334)],\n", " [(788935, 938956), (789045, 938958), (789155, 938961), ...,\n", " (809279, 939439), (809389, 939441), (809499, 939444)],\n", " [(788932, 939066), (789042, 939068), (789152, 939071), ...,\n", " (809276, 939549), (809386, 939551), (809496, 939554)],\n", " ...,\n", " [(788044, 976455), (788154, 976458), (788264, 976460), ...,\n", " (808389, 976938), (808499, 976941), (808609, 976943)],\n", " [(788042, 976565), (788152, 976568), (788262, 976570), ...,\n", " (808386, 977048), (808496, 977051), (808606, 977053)],\n", " [(788039, 976675), (788149, 976678), (788259, 976680), ...,\n", " (808383, 977158), (808493, 977161), (808603, 977163)]],\n", " dtype={'names': ['inline', 'crossline'], 'formats': ['" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "crossline_index = mdio.coord_to_index(100, dimensions=\"crossline\").item()\n", "xl_mask, xl_headers, xl_data = mdio[:, crossline_index]\n", "\n", "vmin, vmax = -2 * std, 2 * std\n", "\n", "gs_kw = dict(height_ratios=(1, 5))\n", "fig, ax = plt.subplots(2, 1, gridspec_kw=gs_kw, sharex=\"all\")\n", "\n", "ax[0].plot(inlines, xl_headers[\"inline\"])\n", "\n", "ax[1].pcolormesh(inlines, times, xl_data.T, vmin=vmin, vmax=vmax, cmap=\"gray_r\")\n", "ax[1].invert_yaxis()\n", "ax[1].set_xlabel(\"inline\")\n", "ax[1].set_ylabel(\"twt (ms)\")\n", "\n", "plt.suptitle(f\"Crossline {100} with header.\");" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## MDIO to SEG-Y Conversion\n", "\n", "Finally, let's demonstrate going back to SEG-Y. \n", "\n", "We will use the convenient `mdio_to_segy` function and write it out as a round-trip file." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Array shape is (345, 188, 1501)\n", "Setting (dask) chunks from (64, 64, 64) to (256, 188, 1501)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Unwrapping MDIO Blocks: 100%|██████████| 13/13 [00:01<00:00, 8.05it/s]\n", "Merging lines: 100%|██████████| 345/345 [00:00<00:00, 1260.89it/s]\n" ] } ], "source": [ "from mdio import mdio_to_segy\n", "\n", "mdio_to_segy(\n", " mdio_path_or_buffer=\"filt_mig.mdio\",\n", " output_segy_path=\"filt_mig_roundtrip.sgy\",\n", ")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Validate Round-Trip SEG-Y File\n", "\n", "We can validate if the round-trip SEG-Y file is matching the original using [TGSAI/segy][segy-github].\n", "\n", "Step by step:\n", "* Open original file\n", "* Open round-trip file\n", "* Compare text headers\n", "* Compare binary headers\n", "* Compare 100 random headers and traces\n", "\n", "[segy-github]: https://github.com/TGSAI/segy" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "import numpy as np\n", "from segy import SegyFile\n", "\n", "original_segy = SegyFile(\"filt_mig.sgy\")\n", "roundtrip_segy = SegyFile(\"filt_mig_roundtrip.sgy\")\n", "\n", "# Compare text header\n", "assert original_segy.text_header == roundtrip_segy.text_header\n", "\n", "# Compare bin header\n", "assert original_segy.binary_header == roundtrip_segy.binary_header\n", "\n", "# Compare 100 random trace headers and traces\n", "rng = np.random.default_rng()\n", "rand_indices = rng.integers(low=0, high=original_segy.num_traces, size=100)\n", "for idx in rand_indices:\n", " np.testing.assert_equal(original_segy.trace[idx], roundtrip_segy.trace[idx])" ] }, { "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", 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