{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Generic dfs processing\n", "Tools and methods that applies to any type of dfs files. \n", "\n", "* mikeio.read()\n", "* mikeio.generic: methods that read any dfs file and outputs a new dfs file of the same type\n", " - concat: Concatenates files along the time axis \n", " - scale: Apply scaling to any dfs file\n", " - sum: Sum two dfs files \n", " - diff: Calculate difference between two dfs files\n", " - extract: Extract timesteps and/or items to a new dfs file\n", " - time-avg: Create a temporally averaged dfs file\n", " - quantile: Create temporal quantiles of dfs file\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import mikeio\n", "import mikeio.generic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Concatenation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Take a look at these two files with overlapping timesteps." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (time:97, x:10)\n", "Time: 2019-01-01 00:00:00 - 2019-01-03 00:00:00 (97 records)\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t1 = mikeio.read(\"../tests/testdata/tide1.dfs1\")\n", "t1" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (time:97, x:10)\n", "Time: 2019-01-02 00:00:00 - 2019-01-04 00:00:00 (97 records)\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2 = mikeio.read(\"../tests/testdata/tide2.dfs1\")\n", "t2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot one of the points along the line." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\users\\jem\\source\\mikeio\\mikeio\\dataset.py:379: FutureWarning: property data is deprecated, use to_numpy() instead\n", " warnings.warn(\n", "c:\\users\\jem\\source\\mikeio\\mikeio\\dataset.py:379: FutureWarning: property data is deprecated, use to_numpy() instead\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(t1.time,t1.data[0][:,1], label=\"File 1\")\n", "plt.plot(t2.time,t2.data[0][:,1],'k+', label=\"File 2\")\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "mikeio.generic.concat(infilenames=[\"../tests/testdata/tide1.dfs1\",\n", " \"../tests/testdata/tide2.dfs1\"],\n", " outfilename=\"concat.dfs1\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\users\\jem\\source\\mikeio\\mikeio\\dataset.py:379: FutureWarning: property data is deprecated, use to_numpy() instead\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ "\n", "Dimensions: (time:145, x:10)\n", "Time: 2019-01-01 00:00:00 - 2019-01-04 00:00:00 (145 records)\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "c = mikeio.read(\"concat.dfs1\")\n", "plt.plot(c.time,c.data[0][:,1])\n", "c" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Difference between two files\n", "\n", "Take difference between two dfs files with same structure - e.g. to see the difference in result between two calibration runs" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 5/5 [00:00<00:00, 4516.80it/s]\n" ] } ], "source": [ "fn1 = \"../tests/testdata/oresundHD_run1.dfsu\"\n", "fn2 = \"../tests/testdata/oresundHD_run2.dfsu\"\n", "fn_diff = \"oresundHD_difference.dfsu\"\n", "mikeio.generic.diff(fn1, fn2, fn_diff)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots(1,3, sharey=True, figsize=(12,5))\n", "da = mikeio.read(fn1, time=-1)[0]\n", "da.plot(vmin=0.06, vmax=0.27, ax=ax[0], title='run 1')\n", "da = mikeio.read(fn2, time=-1)[0]\n", "da.plot(vmin=0.06, vmax=0.27, ax=ax[1], title='run 2')\n", "da = mikeio.read(fn_diff, time=-1)[0]\n", "da.plot(vmin=-0.1, vmax=0.1, cmap='coolwarm', ax=ax[2], title='difference');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extract time steps or items\n", "\n", "The extract() method can extract a part of a file:\n", "\n", "* **time slice** by specifying *start* and/or *end*\n", "* specific **items**" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "infile = \"../tests/testdata/tide1.dfs1\"\n", "mikeio.generic.extract(infile, \"extracted.dfs1\", start='2019-01-02')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (time:49, x:10)\n", "Time: 2019-01-02 00:00:00 - 2019-01-03 00:00:00 (49 records)\n", "Items:\n", " 0: Level (meter)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = mikeio.read(\"extracted.dfs1\")\n", "e" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "infile = \"../tests/testdata/oresund_vertical_slice.dfsu\"\n", "mikeio.generic.extract(infile, \"extracted.dfsu\", items='Salinity', end=-2)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Geometry: DfsuVerticalProfileSigmaZ (4 sigma-layers, 5 z-layers)\n", "Dimensions: (time:2, element:441)\n", "Time: 1997-09-15 21:00:00 - 1997-09-16 00:00:00 (2 records)\n", "Items:\n", " 0: Salinity (PSU)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = mikeio.read(\"extracted.dfsu\")\n", "e" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scaling\n", "\n", "Adding a constant e.g to adjust datum" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds = mikeio.read(\"../tests/testdata/gebco_sound.dfs2\")\n", "ds.Elevation[0].plot();" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(-1.)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds['Elevation'][0,104,131].to_numpy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is the processing step." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "mikeio.generic.scale(\"../tests/testdata/gebco_sound.dfs2\", \n", " \"gebco_sound_local_datum.dfs2\",\n", " offset=-2.1\n", " )" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds2 = mikeio.read(\"gebco_sound_local_datum.dfs2\")\n", "ds2['Elevation'][0].plot()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(-3.0999999)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds2['Elevation'][0,104,131].to_numpy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spatially varying correction" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(264, 216)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "factor = np.ones_like(ds['Elevation'][0].to_numpy())\n", "factor.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add some spatially varying factors, exaggerated values for educational purpose." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "factor[:,0:100] = 5.3\n", "factor[0:40,] = 0.1\n", "factor[150:,150:] = 10.7\n", "plt.imshow(factor)\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 2d array must first be flipped upside down and then converted to a 1d vector using [numpy.ndarray.flatten](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.flatten.html) to match how data is stored in dfs files." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "factor_ud = np.flipud(factor)\n", "factor_vec = factor_ud.flatten()\n", "mikeio.generic.scale(\"../tests/testdata/gebco_sound.dfs2\", \n", " \"gebco_sound_spatial.dfs2\",\n", " factor=factor_vec\n", " )" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds3 = mikeio.read(\"gebco_sound_spatial.dfs2\")\n", "ds3.Elevation[0].plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Time average" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "fn = \"../tests/testdata/NorthSea_HD_and_windspeed.dfsu\"\n", "fn_avg = \"Avg_NorthSea_HD_and_windspeed.dfsu\"\n", "mikeio.generic.avg_time(fn, fn_avg)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Surface elevationWind speed
count958.000000958.000000
mean0.44985712.772705
std0.1781272.367667
min0.1143556.498364
25%0.37369111.199439
50%0.43174712.984060
75%0.47922414.658077
max1.20288816.677953
\n", "
" ], "text/plain": [ " Surface elevation Wind speed\n", "count 958.000000 958.000000\n", "mean 0.449857 12.772705\n", "std 0.178127 2.367667\n", "min 0.114355 6.498364\n", "25% 0.373691 11.199439\n", "50% 0.431747 12.984060\n", "75% 0.479224 14.658077\n", "max 1.202888 16.677953" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(fn)\n", "ds.mean(axis=0).describe() # alternative way of getting the time average" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Surface elevationWind speed
count958.000000958.000000
mean0.44985712.772705
std0.1781272.367667
min0.1143556.498364
25%0.37369111.199439
50%0.43174712.984060
75%0.47922414.658077
max1.20288816.677954
\n", "
" ], "text/plain": [ " Surface elevation Wind speed\n", "count 958.000000 958.000000\n", "mean 0.449857 12.772705\n", "std 0.178127 2.367667\n", "min 0.114355 6.498364\n", "25% 0.373691 11.199439\n", "50% 0.431747 12.984060\n", "75% 0.479224 14.658077\n", "max 1.202888 16.677954" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_avg = mikeio.read(fn_avg)\n", "ds_avg.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quantile\n", "\n", "Example that calculates the 25%, 50% and 75% percentile for all items in a dfsu file." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "fn = \"../tests/testdata/NorthSea_HD_and_windspeed.dfsu\"\n", "fn_q = \"Q_NorthSea_HD_and_windspeed.dfsu\"\n", "mikeio.generic.quantile(fn, fn_q, q=[0.25,0.5,0.75])" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Geometry: Dfsu2D\n", "Dimensions: (time:1, element:958)\n", "Time: 2017-10-27 00:00:00 (time-invariant)\n", "Items:\n", " 0: Quantile 0.25, Surface elevation (meter)\n", " 1: Quantile 0.5, Surface elevation (meter)\n", " 2: Quantile 0.75, Surface elevation (meter)\n", " 3: Quantile 0.25, Wind speed (meter per sec)\n", " 4: Quantile 0.5, Wind speed (meter per sec)\n", " 5: Quantile 0.75, Wind speed (meter per sec)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfs = mikeio.Dfsu(fn_q)\n", "ds = dfs.read()\n", "ds" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dat = ds[\"Quantile 0.75, Wind speed\"][0,:]\n", "dfs.plot(dat, title=\"75th percentile, wind speed\", label=\"m/s\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clean up" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.remove(\"concat.dfs1\")\n", "os.remove(\"oresundHD_difference.dfsu\")\n", "os.remove(\"extracted.dfs1\")\n", "os.remove(\"extracted.dfsu\")\n", "os.remove(\"gebco_sound_local_datum.dfs2\")\n", "os.remove(\"gebco_sound_spatial.dfs2\")\n", "os.remove(\"Avg_NorthSea_HD_and_windspeed.dfsu\")\n", "os.remove(fn_q)" ] } ], "metadata": { "interpreter": { "hash": "fa576ebcd40e010bdc0ae86b06ce09151f3424f9e9aed6893ff04f39a9299d89" }, "kernelspec": { "display_name": "Python 3.8.10 64-bit ('base': conda)", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }