{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Dfs1 - Read" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mikeio" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:100, x:3)\n", "time: 2012-01-01 00:00:00 - 2012-01-01 00:19:48 (100 records)\n", "geometry: Grid1D (n=3, dx=100)\n", "items:\n", " 0: testing water level (meter)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(\"../tests/testdata/random.dfs1\")\n", "ds" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "x: [0, 100, 200] (nx=3, dx=100)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.geometry" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "da = ds[\"testing water level\"]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.isel(x=0).plot(title=\"First\");" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.isel(x=-1).plot(title=\"Last\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Export a single point from the Dfs1 to Dfs0" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "da.isel(x=0).to_dfs(\"random_0.dfs0\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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