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@arsenovic
Created February 10, 2014 18:50
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{
"metadata": {
"name": "",
"signature": "sha256:101e3902060c8081bb5b26bf2acdfc30d154b8aae1a3b5604331b54e8f61d456"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"import skrf as rf\n",
"def f(ports = 's11', form = 'db', **kwargs):\n",
" clf()\n",
" if ports == 'all':\n",
" m,n =None, None\n",
" else:\n",
" m,n= int(ports[-2])-1,int(ports[-1])-1\n",
" kwargs.update({'m':m,'n':n})\n",
" form = form.lower()\n",
" if form == 'db':\n",
" rf.data.ring_slot.plot_s_db(**kwargs)\n",
" elif form == 'phase':\n",
" rf.data.ring_slot.plot_s_deg(**kwargs)\n",
" elif form == 'smith':\n",
" rf.data.ring_slot.plot_s_smith(**kwargs)\n",
" \n",
" draw()\n",
" show()\n",
" \n",
" \n",
"interact(f,\n",
" ports = ['s11','s12','s21','s22','all'], \n",
" form = ['db','smith','phase'],\n",
" title= 'TItle',\n",
" )\n",
"\n"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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Cy27EGjyCY2g7juHdFATepKD3TcKOmYQKFxIsmE/CXJDuiHOWSYu1i4jkBI1q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\nVFRw2WWXtbj2pZdeGm8jeo/D4aC6urrFsdra2g7PUxSFe+65hy1btrB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WAAAg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\n",
"text": [
"<matplotlib.figure.Figure at 0xc006f50>"
]
}
],
"prompt_number": 67
}
],
"metadata": {}
}
]
}
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