{ "metadata": { "name": "", "signature": "sha256:87d30c689f9f619d1d3e6ccbdcd43235e88882d290d8c43a53a5890888100100" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Use of the wflow OpenStreams framework API to connect a reservoir model" ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "http://wflow.googlecode.com" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This ipython notebook demonstrates how to load an openstreams python model, execute it step-by-step and investigate the (intermediate) results. It also shows how to re-route surface water through a reservoir model. The first steps is to load the model and framework:\n" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# First import the model. Here we use the HBV version\n", "from wflow.wflow_sbm import *\n", "import IPython\n", "from IPython.display import display, clear_output\n", "%pylab inline\n", "#clear_output = IPython.core.display.clear_output" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "output_type": "stream", "stream": "stderr", "text": [ "WARNING: pylab import has clobbered these variables: ['uniform', 'tan', 'sin', 'fromstring', 'normal', 'average', 'random', 'datetime', 'cos', 'sqrt', 'percentile', 'log10', 'exp']\n", "`%matplotlib` prevents importing * from pylab and numpy\n" ] } ], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "# Here we define a simple fictious reservoir\n", "reservoirstorage = 15000\n", "\n", "def simplereservoir(inputq,storage):\n", " K = 0.087\n", " storage = storage + inputq\n", " outflow = storage * K\n", " storage = storage - outflow\n", " \n", " return outflow, storage" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "def twodreservoir(pitlayer,Q,Level,reservoirlevel, reservoirvol,timestepsecs=86400):\n", " \"\"\"\n", " The reservoir layers contains values only at the pits (reservoir outlets)\n", " \n", " :var pitlayer: location of all reservoir/lake outflows. A non missing value indicates\n", " the height of the spillway [m]\n", " :var Q: kinematic wave input discharge [m^3/s]\n", " :var Level: kinematic wave water level [m]\n", " :var reservoirlevel: reservoir level of previous timestep [m]\n", " :var reservoirvol: reservoir volume of previous timestep [m]\n", " \n", " :returns: reservoirlevel - state of the reservoir layer at the end of the timestep [m]\n", " :returns: reservoirvol - volume of the reservoir layer at the end of the timestep [m^3]\n", " :returns: Qout - reservoir outflow [m^3/s]\n", " \"\"\"\n", " outflow = 0.0 # for now\n", " reservoirvol = reservoirvol + Q * timestepsecs\n", " reservoirlevel = # USe algorithim from flood mapping here!!!!!\n", " # Probably also make other simpler one that only uses a level storage function" ], "language": "python", "metadata": {}, "outputs": [ { "ename": "SyntaxError", "evalue": "invalid syntax (, line 18)", "output_type": "pyerr", "traceback": [ "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m18\u001b[0m\n\u001b[0;31m reservoirlevel = # USe algorithim from flood mapping here!!!!!\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" ] } ], "prompt_number": 3 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Set model run-time parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Set the:\n", " \n", " - start and time time\n", " - set the runid (this is where the results are stored, relative to the casename)\n", " - set the name of the configfile (stire in the case directory\n", " - set the clone mape (usually the wflow_subcatch.map)\n", " - set the casename. This is where all the model the model resides\n", "\n" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# define start and stop time of the run\n", "startTime = 1\n", "stopTime = 200\n", "currentTime = 1\n", " \n", "# set runid, cl;onemap and casename. Also define the ini file\n", "runId = \"reservoirtest_1\"\n", "#configfile=\"wflow_hbv_mem.ini\"\n", "configfile=\"wflow_sbm.ini\"\n", "wflow_cloneMap = 'wflow_subcatch.map' \n", "\n", "# the casename points to the complete model setup with both static and dynamic input\n", "caseName=\"../../examples/wflow_rhine_sbm/\"\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "#make a usermodel object \n", "myModel = WflowModel(wflow_cloneMap, caseName,runId,configfile)\n", "\n", "# initialise the framework\n", "dynModelFw = wf_DynamicFramework(myModel, stopTime,startTime)\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "dynModelFw.createRunId(NoOverWrite=False,level=logging.ERROR)\n", "dynModelFw.setQuiet(1)\n", "# Run the initial part of the model (reads parameters and sets initial values)\n", "dynModelFw._runInitial() # Runs initial part" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "dynModelFw._runResume() # gets the state variables from disk\n", "# Get list of variables supplied by the model\n", "#print dynModelFw.wf_supplyVariableNamesAndRoles()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Here we make a pit in the middle of the main river. This will be the inflow to the reservoir" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# A pit can be set in the ldd by specifying the direction 5 \n", "# (see pcraster.eu for the ldd direction conventions)\n", "ret = dynModelFw.wf_setValueLdd(\"TopoLdd\",5.0,8.40943,49.6682)\n", "report(myModel.TopoLdd,\"n_ldd.map\")" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stderr", "text": [ "/usr/local/lib/python2.7/dist-packages/wflow-1.0_RC8_fin_203_210-py2.7.egg/wflow/wflow_lib.py:524: RuntimeWarning: invalid value encountered in less_equal\n", "/usr/local/lib/python2.7/dist-packages/wflow-1.0_RC8_fin_203_210-py2.7.egg/wflow/wflow_lib.py:525: RuntimeWarning: invalid value encountered in less_equal\n" ] } ], "prompt_number": 8 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Run for a number of timesteps" ] }, { "cell_type": "code", "collapsed": false, "input": [ "f, ax = plt.subplots(1,3,figsize=(14, 4))\n", "\n", "plotar = []\n", "plotarstorage = []\n", "plotaroutflow = []\n", "\n", "for ts in range(1,30):\n", " # Add inflow to outflow downstream of the pit\n", " # See the API setion of the INI file \n", " # Get Q value at pit, the reservoir inflow\n", " inflowQ = dynModelFw.wf_supplyScalar(\"SurfaceRunoff\",8.40943,49.6682)\n", " # save for plotting\n", " plotar.append(inflowQ) \n", " # Feed to the reservoir model\n", " outflow, reservoirstorage = simplereservoir(inflowQ, reservoirstorage)\n", " # save for plotting\n", " plotarstorage.append(reservoirstorage)\n", " plotaroutflow.append(outflow)\n", " #dynModelFw._userModel().IF = cover(0.0)\n", " dynModelFw.wf_setValue(\"IF\", outflow ,8.40943,49.7085)\n", " # update runoff ONLY NEEDED IF YOU FIDDLE WITH THE KIN_WAVE RESERVOIR\n", " myModel.updateRunOff() \n", " dynModelFw._runDynamic(ts,ts) # runs for this timesteps \n", " # Now get some results for display\n", " run = dynModelFw.wf_supplyMapAsNumpy(\"SurfaceRunoff\")\n", " uz = dynModelFw.wf_supplyMapAsNumpy(\"FirstZoneCapacity\")\n", " sm = dynModelFw.wf_supplyMapAsNumpy(\"UStoreDepth\") \n", " sm[sm == -999] = np.nan\n", " uz[uz == -999] = np.nan\n", " run[run == -999] = np.nan\n", " ax[0].imshow(log(run))\n", " ax[1].plot(plotarstorage,'k')\n", " ax[1].set_title(\"Reservoir storage\")\n", " ax[2].plot(plotar,'b')\n", " ax[2].plot(plotaroutflow,'r')\n", " \n", " ax[2].set_title(\"Blue inflow, red outflow:\" + str(ts))\n", " clear_output()\n", " display(f)\n", " \n", "plt.close()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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mMkTfxaDSnaz78Wh0VFKL4xh0YKDhIiy2J94Z5J9I14z1K5smfLRiJ4aJYiUZ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\nQ4eYOlX/N9LY2MiRI0cmeUQmr8VbMWJTUwM9PadHcDz+OKxeDTNnwt6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pYaimDNlwkrOS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/20T6bYfwJhrZt/VyAtPthDEQwkCix8U1zzzLc2dfSEtBweGEA0aChDAcdikzRfykefu0fUcw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\nvV746dlinV9uhs0dxAp3avE9n6m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"text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "dynModelFw._runSuspend() # saves the state variables\n", "dynModelFw._wf_shutdown()" ], "language": "python", "metadata": {}, "outputs": [] }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }