{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Running pyqz II" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First things first, let's start by importing pyqz and pyqz_plots." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import pyqz\n", "import pyqz.pyqz_plots as pyqzp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### D) Using custom MAPPINGS grids" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While pyqz ships with a default set of HII region simulations from MAPPINGS, some (all!) users might be interested in using pyqz with their own specific sets of MAPPINGS simulations. pyqz was designed to be compatible with the grids generated from the awk script provided alongside MAPPINGS. \n", "\n", "If one uses the awk script to create new MAPPINGS grids, the resulting ``.csv`` file must be placed inside ``pyqz.pyqzm.pyqz_grid_dir``. The filename must match what the function ``pyqz.pyqzt.get_MVphotogrid_fn()`` expects for your given set of parameters, e.g. should you have run a MAPPINGS model for $\\log$(P/k)=6.7, plane-parralel HII regions and $\\kappa=10$, the resulting grid name for the ``.csv`` file must be:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MVgrid_QZ_pp_GCZO_Pk67_k10.csv\n" ] } ], "source": [ "fn = pyqz.pyqzt.get_MVphotogrid_fn(Pk=6.7, calibs='GCZO', kappa =10, struct='pp')\n", "print fn.split('/')[-1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If one does not use the awk script to generate the custom MAPPINGS grid, then just make sure your model grid matches the format of existing model grids located in ``pyqz.pyqzm.pyqz_grid_dir`` ..." ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ ".. _resamplinggrids:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### E) Resampling the original MAPPINGS grids" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, 2 times resampled MAPPINGS grids are shipped with pyqz. These are generated using the function ``pyqz.pyqz_tools.resample_MVphotogrid()``, which is straightforward to use:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " \n", " Success: MVgrid_QZ_sph_GCZO_Pk50_kinf.csv resampled by a factor 2x2 and saved as MVgrid_QZ_sph_GCZO_Pk50_kinf_samp_2.csv\n" ] } ], "source": [ "grid_fn = pyqz.pyqzt.get_MVphotogrid_fn(Pk=5.0,struct='sph', kappa='inf')\n", "pyqz.pyqzt.resample_MVphotogrid(grid_fn, sampling=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More densely resampled grids can then easily be created by varying the ``sampling`` keyword." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### F) Projected 3-D line ratio diagrams" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "pyqz does support 2-D line ratio diagrams constructed from 3 sets of line ratios (i.e. 3-D line ratio diagrams projected to a given 2-D plane). For example, the diagnostic introduced in Dopita+ (2016) is:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqEAAAIBCAYAAAB5vmawAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pyqzp.plot_grid('[NII]/[SII]+;[NII]/Ha;[OIII]/Hb',\n", " coeffs = [[1.0,0.264,0.0],[0.242,-0.910,0.342]],\n", " struct='pp',\n", " sampling=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Raw Cell Format", "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.13" } }, "nbformat": 4, "nbformat_minor": 1 }