{ "cells": [ { "cell_type": "markdown", "id": "0f396367", "metadata": {}, "source": [ ".. index::\n", " pair: I/O; Backup/Restore\n", "\n", "# Backup and restore (pickling)\n", "We show here how the state of a simulation can be stored and restored\n", "using pickle. This is still work in progress and based on an extension\n", "of the standard `pickle` module available in `dune.common`:" ] }, { "cell_type": "code", "execution_count": 1, "id": "9ba71e7f", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:26:35.527120Z", "iopub.status.busy": "2024-02-29T12:26:35.526823Z", "iopub.status.idle": "2024-02-29T12:26:36.294977Z", "shell.execute_reply": "2024-02-29T12:26:36.293383Z" } }, "outputs": [], "source": [ "import dune.common.pickle" ] }, { "cell_type": "markdown", "id": "c31afeba", "metadata": {}, "source": [ "Let's first construct a grid and some discrete function:" ] }, { "cell_type": "code", "execution_count": 2, "id": "8aa20f69", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:26:36.302022Z", "iopub.status.busy": "2024-02-29T12:26:36.301178Z", "iopub.status.idle": "2024-02-29T12:26:36.462531Z", "shell.execute_reply": "2024-02-29T12:26:36.461245Z" }, "lines_to_next_cell": 1 }, "outputs": [], "source": [ "import numpy\n", "from dune.alugrid import aluConformGrid\n", "from dune.fem.view import adaptiveLeafGridView as view\n", "from dune.grid import cartesianDomain, Marker\n", "from dune.fem.function import gridFunction\n", "from dune.fem.space import lagrange\n", "from dune.fem import adapt\n", "from dune.ufl import Constant\n", "import ufl\n", "\n", "order = 4\n", "def setup():\n", " gridView = view( aluConformGrid( cartesianDomain([-2,-2],[2,2],[10,10]) ) )\n", "\n", " @gridFunction(gridView, name=\"gf\", order=3)\n", " def gf(x): return numpy.sqrt(1-(x[0]**2+x[1]**2)) if x[0]**2+x[1]**2<1 else 0\n", "\n", " space = lagrange(gridView, order=order)\n", " df = space.interpolate(gf,name=\"test\")\n", "\n", " gridView.hierarchicalGrid.globalRefine(4)\n", " for i in range(5):\n", " gridView.hierarchicalGrid.mark(lambda e:\n", " Marker.refine if df.localFunction(e).jacobian([1./3.,1./3.]).infinity_norm > 1\n", " else Marker.coarsen)\n", " adapt(gridView.hierarchicalGrid)\n", " df.interpolate( gf )\n", " print(\"size of adapted grid view:\", gridView.size(0))\n", "\n", " t = Constant(0,\"time\")\n", " x = ufl.SpatialCoordinate(space)\n", " gf = gridFunction(ufl.tanh(2*(t*x[0]-x[1]))*ufl.dot(x,x),\n", " gridView,order=2,name=\"tanh\")\n", " return df, space.interpolate(gf,name=\"tanh_h\"),gf" ] }, { "cell_type": "markdown", "id": "a0d186f2", "metadata": { "lines_to_next_cell": 0 }, "source": [ "## Pickling\n", ".. index:: I/O; Pickling\n", "\n", "`dune.common` provides a `pickle` module with a similar functionality\n", "as Python `pickle`. In fact `pickle.dump` can be used to (un)pickle many\n", "`dune` objects. The `dune.common.pickle` module adds the JIT generation\n", "of modules on load so that pickled data can be recreated on machines\n", "where these JIT modules have not yet been generated. In addition an\n", "`dune.common.pickle.SeriesPickler` is available which can for example\n", "be used to pickle time series data.\n", "\n", "Let's first write a function that dumps some discrete functions:" ] }, { "cell_type": "code", "execution_count": 3, "id": "b3eb9458", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:26:36.467570Z", "iopub.status.busy": "2024-02-29T12:26:36.467285Z", "iopub.status.idle": "2024-02-29T12:32:07.746910Z", "shell.execute_reply": "2024-02-29T12:32:07.745631Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "size of adapted grid view: 4288\n" ] } ], "source": [ "def dump():\n", " df1, df2, gf = setup()\n", "\n", " with open(\"test.dbf\",\"wb\") as f:\n", " dune.common.pickle.dump([df1,df2],f)\n", "\n", " series = dune.common.pickle.SeriesPickler(\"test\", objects=[df1,df2])\n", "\n", " tsps = [0,0.4,0.8,1.2,2.5,5]\n", " def inCircle(p,t):\n", " p -= [numpy.cos(t),numpy.sin(t)]\n", " return p.two_norm < 0.3\n", " for i,tsp in enumerate(tsps):\n", " for i in range(3):\n", " df1.gridView.hierarchicalGrid.mark(lambda e:\n", " Marker.refine if inCircle(e.geometry.center,tsp)\n", " else Marker.keep)\n", " adapt([df1,df2])\n", " gf.time = tsp\n", " df2.interpolate(gf)\n", " series.dump({\"time\":tsp})\n", "dump()" ] }, { "cell_type": "markdown", "id": "2cad8980", "metadata": { "lines_to_next_cell": 0 }, "source": [ "Now we can reconstructed the data again:" ] }, { "cell_type": "code", "execution_count": 4, "id": "93c50f84", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:32:07.753138Z", "iopub.status.busy": "2024-02-29T12:32:07.752560Z", "iopub.status.idle": "2024-02-29T12:32:14.249325Z", "shell.execute_reply": "2024-02-29T12:32:14.248534Z" } }, "outputs": [ { "data": { "image/jpeg": 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rxwOMZ7dM8ZyaTzpnWeUblVVcMDI6kYC4GMZ6+nTtzmo31B0eTeki5RsZaQcBV9Bxj26Z+Xqa5oZjib6M6p5DBLYgu9Ot5PODxr8ocHLsMYC8cDjGe3TPGcmua1XwlC4ke3xGy78jJ4wemMds9vwz27P7YjmXKuuFcffkGMBeOBxj26Z+XOTT5UBSQhHAUSD70gxgjjgcYz26Z+XOTXsYHiKtTajU28zzK2V1cO+ak2jxi8sp7CcxyoQQSAfXB5qvkBTXrGraTFeW8iyQkFRJyd/y4bpwOMZ7dM8Zya841fSpdNuGVkYLlgCQex6fWvtsFi6eKg503r2Fh8Vzv2dRWl+ZQzRkEUgOfpSj2rvjK52Cbucd6XIoxzRVRvfUAyKQHP0pev0oHSjVsAyKuaSR/bVh/wBfEf8A6EKqdKt6R/yGrAn/AJ+I/wD0IVNa/s5LyYLc+5a891GLf4l1o4/5eY//AERFXoVcXPDv1/WT/wBPSf8AoiKvyviaXLgr/wB5fqergJ8tW/kVdKi2eItLOP8Als//AKJkrvq4pCtprOkyOHI+0svyRs55hk7AE1vvrTJrqaeLYGJpBCZfMwwcxtJ93HK7U656np3q+G5c2BT82LHS5q1zWorjz44k+xrMukSGSXEkUTTAEwFHcSMcfLxG/wAvJyPpW7aalPc6xdWZtoRBDEkqzpMWLbycAqVGDhcnk9R617xxmnRRRQAVk67rTaPCrpbCc+XLM4aTZhI13Ng4OW6YHGfUYrWqG5s7W8RFuraGdUYOolQMFb1GehoAonVLmPxAunz2Hl2sqEwXfnA+a4GSuwDIwM8k9q+eP2gpopfiFaiOVHMemRo+1gdrebKcH0PI/OvpGHTbC2nE8FlbRTCMRCRIlVggAAXIHTgcewr5x/aG/wCSg2P/AGCo/wD0bNXfln+8x+f5Ez2PJutLSc0ZPpX1F0jAOwoxjmkXOPel5qVaSTYwI6YNIcEEc0HOeKD04qJWaYCBS5CqCSeleheHdFFlaea8bGRiST84/gJ7Dt1/lzxXK+HbA3d9vZCVTJ79cE9h/ntzXqSJtjYCNsbj/FJ/cJ9Px/UfNmvDzjG/VaLS3f5HnYlutVVCO3UlYbEclHHzH+KQdI89h26+3UfNmqt/fFGkAVwPm/jcfwg9h26+3UfNmpNSuiiyKFYfMf45P7n0/H9R82a529umaRwFYk56M/8AdHt+P8uc1+cLmxE+eR9Xl2AjCK0Jrm9dpZAqvkhujP6L6Dt19uo5zTftG1Zywk2YKOwL5zxgD6Ef4VQL/vHDfdwQ5LsD/DwP8/TmmLeTbmLBcBvlGcY4Ht1rpVLTQ+vwuXLeX5HQGZXuIpVZl2odi+YcY468/wD6qpz3KM1w0aybBnd8z5U7R0Iz6f4VhteT+d8uAmDuwfpnHFTteS+SSgQEKQMNxj06ULDOJ2zwtGaaXTy8jSF28TOCHHytg7nHGB6Dj8OnbvWrbagdr8MMK4++4xyPQcY9umeOprmvN3KzY6qxcbzkNx0x/T8Ksw3Dx5BDD5Wwdzjj8B/L8O9RUoKSPCxuA5bnWuwkgZgjDCy/xSDbhvYcYz26Z+XgmsPXdLS9s5UeJgVEmCS/y4b6Y49uPTIzV2zvD5bDaw+WQffcY59h79vXjgmrtyCYnIRhhZerScc+w9+3r8vGa6spx1TC1kj4XNsByvnhujxa6tpLS6eFwQykjn61EMAd8V1vjHTdji5SMrywbrxz9Mflx6cVya571+m0ZRmlOOzRjh63taal16i45oxn6UnOfal59q3jZ3RuHtR0FB6Ugz3qubWwhfc1d0n/AJDNh/18R/8AoQqlzVzSSf7asP8Ar4j/APQhU1WlTl6Ma3PuWuVAB1rWc/8AP0n/AKIirqq5MnGt6z/19J/6Iir8r4mhz4K395fqdKqcjuSAAazpOP8An5f/ANEy1vy6dZT3K3M1nbyXCYCyvEpYYORgkZ4PP1rnkOdZ0n/r5f8A9Ey11VXw3DkwKXmwc+d3KTaPpbxvG2m2Zjkk811MC4Z/7xGOTyeatJFHG8jpGitI25yqgFjgDJ9TgAfQCn0V7wgooooAKKKgmvLW3mhhmuYY5ZiREjuA0hHXaD16jpQBPXzR+0N/yUGx/wCwVH/6Nmr6QjvLWa4lt4rmGSeHHmxK4LJnpuHUfjXzf+0N/wAlBsf+wVH/AOjZq78s/wB5j8/yJnseTUUUV9T5swExwKM54oHIFGKjVrQYE4xTT36+9OJ9aYc8/pWVTYEd54RtfL09pTGcsT3Yfwn0H+e3zV20jFIZDsb7x/jk/wCeZ9vx/l82a5zw/Hs0ePAPfu/9w+n+fT5q6G8LC2kwG++f4pP+ef0/z2+bNfAcUVnLEOJyZXH2leU33MbU5md5AqMcsejP/c+n+e3zZrIuvlWcsrhVyHI3ZzgcDj1/+tzW5PbMxfeuxfMKyb2YH7vQfkf/ANeax77fHFJ5wABB2AdBxjn34rwaDWiR+nZbhbxuzNuHVpBIA6lRhQQTgVVWcys+MgZ5/Kp5mLkgH5e5/pVSQY5XgjpXpQSsepXk4v3dvzJt+HUDgAH+lNeTy0Yj7pHT0qt5w3DPGAcj8qkjyzBm/AelXy23OdV+bSJbikDusvzBh93AP9KvQurxyOiSbV3bgd+VPtiqEeYzkfd7j0rRsi0iMkRHmtkA9se/tXPV2udbp+1haW5pW0jxAhlYfK5BLOOM+w/l+HeugWQvaN8jZCS9Xk459h/L/gPG6seO3PlMQBjY5Zd7ZD8dAPc9vwrUtt4t5FZWB2ScEycc98D+X4cbq8upJcyku58Xm+H5U0zH8RW32jTplMbcCQ8ljjn6Y/Lj04zXljAgsDkYOK9i1NS1rMNrfcl6l/Xvj+n4cZryK6G27mA7Oev1r9Myaq6mEV+h8TgvdqVIeZHnnFLnH0pOBS+5r3Fc9APc0Cjp9KPYVV7MQewq7pHGs2P/AF8R/wDoQqn0q5pP/IZsP+viP/0IVNVfu5N9mNbn3JXHyHGu6z/19J/6IirsK4uc41/Wf+vpP/REVfm2cU+fD280TjJ8lO4/z1h1fSXcOR9pYfIjOeYZB0AJrSudekt/E8OnyPbRwPIsex8iQ7kZhIDnG3cFjxj7x69BWbanOu6T/wBfD/8AomSuxqsohyYZLzY8JPnp3OIk8VarDYTym50OSS2uPnMTsyTR7CdkXzfNNkD5eByPWtjRNcutR1jULW4jgRIHdY1jyXQLIyZk54LYDKMcg1v0V6Z0hRRRQAVjatok2oXaXEF2kDAR7hJCZATHIJExhhj5hz6j061s0UAZNjorWeptdG5Dxjz/ACoxHgr50gkfc2Tu+YDHAwPXrXz1+0FCsfxCtSpc79MjY7nZufNl6ZPA46Divpuvmj9ob/koNj/2Co//AEbNXfln+8x+f5Ez2PJcUYzR1pa+osmYDQMAUuBR/DSc556dqhWSSsMCM4NNPf8AWnHPFNPf9KyqK19AR6loRLaRHhm79n/uex/z2+at2+DG2k5b757Sf3Pr/nt82a5TwtcebpIXewKkj7rH+Ajsf89vmrrZ1L28g3t94/wSf88z7/h/L5s1+fcT03HEt+Zy5RLkrSi+5nXUiTyReYZVZHKxY3kYC9/8/rWDqe26hlC7wEyHyx6+nP8AP/I078PEZQHfaWOQFcfw/X/PbnNZl4zOkqKy7jnyzsIyMDg14mHVrNH6jlteLg4syXQJ8hLY7HcarSqoBJJ/M1enRsMHKgjgjb/9eqSoxciTqDgf59a9OD6ndiIWfKkVDCWkDcg4OBmrMQB/vAjqMmpDH+8H0P8ASkkUryn3wM//AK60cr6HJGh7NuViZVHAG4sf9o1oadGlsGlYvsDHdhjn61RgVgMkjPfK85/OtG282NHD7fMIYoNpIA7k4PX/AD61y1XpY9GLUI87RvQSJHKlwpk88RMyKd+ABg845PGen+NaFtlopWBYZSU4IkPf2P8AL8ON1YUBZ1ZVdtrByflfDc+x6cdvTjvXQQxlbR/nblJeqSc8+x/l/wAB43V5VSNmkfHZvXUrsqalkW03zN9yXqH9e+D/AC/D5c15FeHN5OeceY3869U1ubyrCdjIxysnVX559jj8uPTjNeTyMXldieSSea/SskpuOE16nwuD96tUkJjnPelHPrSDOfag5zx1r3lZa2PQF9hQAAKB0oFWoq9wDFXNI/5DVh6faI//AEIVT6/Sruk/8hmw/wCviP8A9CFRVSdOXowW59yVw902PEOtf9fKf+iIq7iuDvTjxHrX/Xyn/oiKvhMTT9pCxxZzPkw1/NE9k2de0r/ru/8A6Jkrta4K1laPXNKZIXmP2hhtQqD/AKqTnkgcVvXOvSW/ieHT5Hto4HkWPY+RIdyMwkBzjbuCx4x949egp4eHJDlHlE+fDJ+bN+iuIm8aX62Gozrp8qPBdhEV7Kb93F5aP+8GOWO4jjAGR1Ay23pWtz6hr+p2Mlu8MNtHG8O+B0ZgWkUkluCDsBGOx+oG56huUUUUAFFRzCVoXEDokpHyM6FlB9SARn8xXPXFn4gOp27y3AnUPEVktM28UYEgMvmIZG37k4HXB7DrQB0tfM/7Q3/JQbH/ALBUf/o2avere2vv+Eo+2hdQS2mg/exXM6NCh2pgRorHDZBySMdcHkZ8D/aBMp+IVr5qIoGmRhNrlsr5svJ4GD145+td+Wf7zH5/kTPY8ozRkUtJ1r6jXZGAgOQDS5FA6UZ9KmN0tRiE4IFIQACefenH3pDnv+FRJPW4HSeE77ypngZiobJH3v7pHY/57c4r0jJKP87/AHiPuyf88yPX8P0HzZrxaCdra4WVSQQecZr1HStRS+sRIsrE89A5/gI7H8P0Hzc185n+CeIpe0W63POqt4fEKqtn+Zd1W1J8whmI3H+B/wC59fw/QfNmufu4WRpRlypzkbW9B7/57c5rrp086NwXfO4/wyHrHj174x79B82aydQsG3ycv/F/C/8AdHv36e/Qc5r8/pTdOXJI+zy/GqUU0c7JCJLgEsxYA7DhiD06+/NVwiyGQFW4bBG0+grUmtnR5RlypByAG/2fQ/56DnNSeU537CpfkodhAwAOCc12Kqkj67DY2E1aX9fiYTEpMqEEkg4JU+3WpDGEhckP0OTsPNdB/ZyB8SL8207weucjH/1qhkt5YjIjgb9p2DYWwMZycd+f8O9NYiL2OuU4QTbf/A/EzBCNySfN5mwsgwcD64696sRxswdVZyCGJyHO7p6H27enHepTAztIqlipBJwr4bgdgen069u9aNtYEhuWOVf+Bznp6HnPt1xx0NZzqpI8XG45SukTWVoSh5Y5WQ/cc559j7dvTjoa1phtgdQ7n5Jf4ZOefY+3brj5eAaRIPKt2+ZyWWX+GQ5+b2POcduuOOAapajcrDbSu8rEbZTyH+bJ9j3x26444BowGGniq6t3Phc3x6SsjmfGN/5dr5KyMzOX67uct35x+XHpxXBjBHer+s351DUHkLsyBjgkk5561RGccEZr9Sw9JUoKmuiPPwlJ0qWu71YZ5xS8D1o4o9jXVG/U6QPqKQHI74pev0oFOzbAM1c0k/8AE6sP+vmP/wBCFVKt6T/yGrH/AK+I/wD0IVNa/s5ejBbn3LXn9+2PEmtf9fKf+iIq9ArzjVJQnifWh/08R/8AoiKvkaNP2krHj8Sz5cFf+8v1LemNnxDpf/XZ/wD0TJXeV57o0gfxJpYH/PV//RMlehUVqfs5cpfDkubAp+bCiiisj3QooooAKKKKACvmj9ob/koNj/2Co/8A0bNX0vXzP+0MP+Lg2P8A2Co//Rs1d+Wf7zG3n+RM9jybrS0nNBzX1F7GAZ4FGO9ABx1o5qUrrVDDA4pCMg+lBznil/h7VO91YBrDoPyrV0XVX06Yje3ltnI54yMdjWZjjk03B5yfpUSguqumRUhGpFxlsev2t8l3AZElYgk9A56pjse/T36DBya0ZQJvM3M5+9/BIeqgdjznp74wMMCa8g07WZ9PkGDuj5yvPcYP6f5Fd7Ya/a3ysd6hyG42Meqgdj36e/QYPNfIZrkCqN1KBw06tbBOz1j3Ni607e8xBc/K38Eh6hR2POenvjA5zVN7J0edf3hVlbI2vzwuDwf/ANeMDnNaHno7SnrlH/5ZseoUdjznGPfGBg5NTO6O82QCSr/8snPUKOx5zjHHXGBggmvkqmExFF2aPew2dQa3KQjQuZJPMNxGjeUQHIHTGfXPI469sc1WktJJGmA8z5lJYYkbdwvvznHbrjjpWtJ5TSTfIDlXP+qc5yq88HnOO3XHGCDRK0fmTYUHKt/yyc5yq88HnOO3XHGMGsYUq19EzsnncWtWUU005k5c5Vj9xznIHPB5z7dccYwau+UsUcgDOxKyH7khzkjng85x2644xg0yeZSZu+4Of9U5zkLzwec47dccYwc5Wo6va20UhklQ7hJ1Vuckc9ec47dccYwc+jhMoxGJkr3PFxedKXuw1ZoXdwEhkZpWKlZSSQ53Zbrwec47dccYwa8+8S6614zW8UjGPL7jk/Nk59e/5elVta8RzX7tHCcREtk45bJyf6f/AFqwjk5Oea+9y3LaeDhteX5HDRw85z9rW36IAOcd6UDH0pQOKBnHWvWjC3Q7wwM0mM/SjBJ9qXmqSv0APY0dqD0pAD607u9gHVc0n/kM2H/XxH/6EKpc1c0nP9tWH/XxH/6EKmq7U5ejBbn3LXlPiCbZ4v1of9N4/wD0RFXq1eNeK5tnjXWxn/ltF/6Iir5/KY82It5HkcSQ58HbzX6mh4fuWHibTSkMkx81/lQqD/qn55IHFdtc3uow+J4YsXP2NpFQolsXjMZRvnLhSQ3mbBjOAvJGMkef+DZfM8YacM/xSH/yE9ev1Oax5cQ15Ivh2HLgkvNnGXl/ra2Gqm3l1AyJIPsTfZCS/wArZUjyOmQD93HQeZycbNlcXz+JLuJzctYiIFfNi2qj55AOxc9+jPnHVeM7VFece4FFFFAEc0ywQvK4cqg3EIhdvwVQSfoBWYuuCa9soobaXyLmR4i88ckDowQvwjoNwIHXP51r1XnsLO5uILie0glngOYZJIwzRn1UnkfhQBRXWmOuNYfZh5Im+z+b5nzeZ5Ql+7j7u09c9eMd6+e/2gZVl+IVqFDjZpkanchXJ82XpkcjnqOK+kYtOsoJlmhs7eOVYxErpEoYIOiggdOBx0r5w/aG/wCSg2P/AGCo/wD0bNXfln+8x+f5Ez2PJyaAKAKK+p82YCDoKOtA5FLSWqAT0oPANB7UUmr3QADnmk65Haloz1xSfZjGkDgY/SlVmjbchIIpT2pOmc1k4a3A1rXxFd23DbJAQR8y+oAP6AVsxeNEbeZrdMlWz+7z1AHqPT/9XWuQIz06UmM9DzWdWjCfxRT/AK9Tlng6M3e1vQ7lvGdozSEwodwbrF6hR698f/qqG48Zws0hSBDuDdY/UAHv7f4YrjMev40YPc/SsVg6K1UF/XzIWX0fP7zevPFN1dFwkcaBtxPy+uM/y/8A1ViTXEty5eVixySfqabj8qOvSulQsrJWOinQp0vgVhMAHpz9KXoDiloPQ1ajZM1CkHI9qXr9KWrs27gJ3paTPNLVJ32EFIKWk9hRswD2FXdJ/wCQzYf9fEf/AKEKp1c0n/kM2H/XxH/6EKiqv3cm+zGtz7krwrxtNs8ea2P+msX/AKIir3Wvnr4hTbPiJrY/6aQ/+iIq8bII82Lt5P8AQ4s4hz4e3mjY8AS+Z4108f8AXQ/+Q2r22vAPh1PM3jixECI74k4dyoxsbPIB/lXsFze6jD4nhixc/Y2kVCiWxeMxlG+cuFJDeZsGM4C8kYyROex5cY15IrKIcuGS82b9FcY+p6m1lM8M+sh3u/LtjJpp3KuOWkAi/wBXkEjAz0G4E4Xa0m6urjV9UV5Lw2sbhIlurby/mBbcUOxdyfdAOSTjPQgnxj0zZooooAKKKry31vBeW9pIzia43CL92xUkAkjdjAOATgntQBYr5o/aGH/FwbH/ALBUf/o2avomLWLCfWJ9Jjn3X0CB5ItjDapwc5xj+Id+9fO37Q3/ACUGx/7BUf8A6Nmrvyz/AHmPz/Imex5LgelGAe1HWlr6iyZgIAMDijA9KB0FFJJWATHI4pcD0oPaloSSuAmB6CkAAzxTqQd6HFPcAwOOBSEAg8cUEZPHSlPSpsmmMMAcYowBnilPSkHB5ptJOwCbeaCAQeBS96DzwOtJxSvYAwOgApAAO1KKBT5U3cAwM9BSEAg8cUd89qU9KVk0wDA9KMD0paKtpdBCYGegowPSjvR7CkkkAYHQCgAY6UtIOlHKr3YBgegq5pA/4nVgf+niP/0IVT6/Sruk/wDIZsP+viP/ANCFRVSdOXoxrc+5K+a/ibNs+JWuDP8AHD/6Iir6Ur5c+LE2z4pa4P8Aag/9ER15/C8ebHW/uv8AQjGw56VvM2vhPL5nxBshn/lnKf8Axw19E180fBqXzPiPZj/pjL/6Aa+l6jiaPLj2vJDwcOWlYKKKK+fOoKKKKAI5oIrmF4Z4klicbXR1DKw9CD1rNHh2xhubOWyUWEdtK03kWkUaJIxUqSw256EjgitaigDPTS/+JhDeTXtzO8MZSNZAgUEgAt8qg5OPXHJwBxj50/aCiWL4hWm0ud+mRs25y3Pmy9MngcdBxX03XzR+0N/yUGx/7BUf/o2au/LFfEx+f5Ez2PJc+1GfY0tJX1GuyMBB0HBpc+xoHQUtJKyAaTyOKX8DR6UtCTvdgJn2NJnOeDil6/Sgd6Gmxhn2NITgHg07pSHoSaUk7WAPcg0Z9qWk9hVWsITJzil6djR0NLSjFjEP0NIDntxS9fpQKVrsAz7GkJwDwadSHoaJJ2APwoz7GlpPYVVrCEJ54FL+Bo70tJJ3bYxM+xpAc9jil6/SgUWbYBn2NXNJP/E6sP8Ar4j/APQhVQmrekD/AInNj/18R/8AoQqK1/Zy9GC3PuWvlP4vnHxW1z6wf+iI6+rK+UPjCcfFfXPrB/6IjrzuF58mOv8A3X+hVZXiXPgy0w+I9oYER38mXh3KjG3nkA/yr6EuYdUXxPDcRx3Mlp5iglJwIxEUZSChYZYOVbOM7RgHsfnz4InPxMtP+uE3/oNfUVTxLPnx7fkh0VaJykkGrLYzrHZamZI9VimhX7Yu5oQ6luTLyu0ONjHuOPTV09LuPXdTMkF0tpJ5bQvLMHQsAd21dxKjpxgCtaivnzUKKKKACio5hK0LiB0SUj5GdCyg+pAIz+YrBlt9ZOr2An8yZVcvLdWhMMSr2RommO4k5JbBwMADPIAOir5o/aG/5KDY/wDYKj/9GzV7xbQ6q/iNrqSO5itX+bEk4KLGYkHl7AxG8SBjuA6fxHOK5Lxt8Jx468Uf2nfaq1tHFaxwQrDCCcB5GO7Lcn5hzx16cV1YKtGjWU5bEyV0fLVLX0J/wznpv/Qw3f8A34X/ABo/4Zz03/oYbv8A78L/AI17qzTDLq/uM+Rnz12FLX0A/wCzpYq8Qj126ZS+JCYVG1dp5HPPOB+NSf8ADOem/wDQw3f/AH4X/GpWaYfq39wcjPno9qOv0r6FP7OWmn/mYbv/AL8L/jR/wzlpv/Qw3f8A34X/ABo/tTD939wcjPnuk6Zr6Bg/Z0sWt4mn125jlKAuiwqQrY5AOeeak/4Zy0zOf+Ehu/8Avwv+NN5rh+jf3ByM+evc0Hoa+hf+Gc9N/wChhu/+/C/41HH+zpYs8wk126VQ2IyIVO5do5PPHOR+FH9qYe27+4ORnz97Cl6V9Cf8M5aaP+Zhu/8Avwv+NH/DOem/9DDd/wDfhf8AGhZph9239wcjPnrvR1+lfQMv7OliJIQmu3TKWxITCo2rtJyOeeQB+NSf8M5ab/0MN3/34X/Gl/amH7v7g5GfPdJX0L/wznpv/Qw3f/fhf8ajn/Z0sUt5Wg126kmCkojQqAzY4Gc8c03muH6N/cHIz5/pD0NfQv8Awznpv/Qw3f8A34X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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'time': 0.4, 'dumpFileName': 'test.000001.dbf'}\n" ] }, { "data": { "image/jpeg": 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", 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with open(\"test.dbf\",\"rb\") as f:\n", " df1,df2 = dune.common.pickle.load(f)\n", "df1.plot()\n", "\n", "series = dune.common.pickle.SeriesPickler(\"test\")\n", "while True:\n", " try:\n", " data, df = series.load()\n", " except FileNotFoundError:\n", " break\n", " print(data)\n", " df[1].plot()" ] }, { "cell_type": "markdown", "id": "afdcfb81", "metadata": {}, "source": [ "## A Chekpointer class\n", ".. index:: I/O; Checkpointing\n", "\n", "In the code below, we implement a class that stores a hierarchical grid and some discrete\n", "functions and other information and can serve a starting point for\n", "pickling data for complex simulations. This example relies on the\n", "original `pickle` module." ] }, { "cell_type": "code", "execution_count": 5, "id": "607e92a7", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:32:14.254519Z", "iopub.status.busy": "2024-02-29T12:32:14.254283Z", "iopub.status.idle": "2024-02-29T12:32:14.261690Z", "shell.execute_reply": "2024-02-29T12:32:14.260668Z" }, "lines_to_next_cell": 1 }, "outputs": [], "source": [ "import pickle\n", "class CheckPointer:\n", " # if 'gridView=None' then restore grid view using given file name\n", " # otherwise backup 'gridView' to given file\n", " def __init__(self,fileName,gridView=None):\n", " if gridView is None: # restore file\n", " self.file = open(fileName,'rb')\n", " self.gridView = pickle.load(self.file)\n", " else: # store file\n", " self.file = open(fileName,'wb')\n", " self.gridView = gridView\n", " pickle.dump(self.gridView,self.file)\n", " self.items = []\n", "\n", " # add an item to pickle when backup is called (or restore)\n", " def add(self,item):\n", " assert hasattr(item,\"write\") and hasattr(item,\"read\")\n", " self.items += [item]\n", "\n", " def backup(self):\n", " pickle.dump([i.write() for i in self.items], self.file)\n", " def restore(self):\n", " for i,d in zip(self.items, pickle.load(self.file)):\n", " i.read(d)" ] }, { "cell_type": "markdown", "id": "09cf8ad7", "metadata": {}, "source": [ "First test: construct the grid view, some discrete function, and refine the mesh.\n", "The result is then store in a file." ] }, { "cell_type": "code", "execution_count": 6, "id": "b1228daf", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:32:14.266251Z", "iopub.status.busy": "2024-02-29T12:32:14.266035Z", "iopub.status.idle": "2024-02-29T12:32:15.972591Z", "shell.execute_reply": "2024-02-29T12:32:15.971729Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "size of adapted grid view: 4288\n" ] } ], "source": [ "def test1(fileName):\n", " df1, df2,_ = setup()\n", " checkPointer = CheckPointer(fileName, df1.gridView)\n", " checkPointer.add(df1)\n", " checkPointer.add(df2)\n", " checkPointer.backup()\n", "\n", "test1(\"dump.pickle\")" ] }, { "cell_type": "markdown", "id": "35554fa6", "metadata": {}, "source": [ "Now we restore the backup" ] }, { "cell_type": "code", "execution_count": 7, "id": "a50b45b1", "metadata": { "execution": { "iopub.execute_input": "2024-02-29T12:32:15.981837Z", "iopub.status.busy": "2024-02-29T12:32:15.981585Z", "iopub.status.idle": "2024-02-29T12:32:16.753673Z", "shell.execute_reply": "2024-02-29T12:32:16.753020Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "size of restored grid view: 4288\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "checkPointer = CheckPointer(\"dump.pickle\")\n", "gridView = checkPointer.gridView\n", "print(\"size of restored grid view:\", gridView.size(0))\n", "space = lagrange(gridView, order=order)\n", "df1 = space.function(name=\"test\")\n", "df2 = space.function(name=\"test\")\n", "checkPointer.add(df1)\n", "checkPointer.add(df2)\n", "checkPointer.restore()\n", "df1.plot()\n", "df2.plot()" ] } ], "metadata": { "jupytext": { "cell_metadata_filter": "-all" }, "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 }