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@erikson1970
Last active July 7, 2023 20:55
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Pulsar data plot like Joy Division's "Unknown Pleasures" album cover
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 459
},
"id": "OySpGhAHTKqh",
"outputId": "9b51056e-d2aa-4823-929f-65e969b7b944"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"plotting with following parameters: {'filename': '/root/.local/share/jupyter/runtime/kernel-b21bc90a-87a0-417f-8c9f-71e057304b26.json', 'seed': 35318747}\n",
"Unsupported image filename extension 'json' - can't save image\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 500x500 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import getopt,sys\n",
"from json import loads,loads\n",
"\n",
"def plot_pulsar_data(filename=None,nSamps:int=1000,nLines:int=100, seed:int=10000,\n",
" seriesTerms:list[tuple[int]]=[(-1.5,1.6),(2,0.5),(3,1.2)],\n",
" syncBumpRandomTerm:float=0.3,\n",
" noiseTerms:list[float]=[15.0,0.004,2.0,1.2],\n",
" smoothingTerms:dict={\"smaPeriod\":3,\"outTerms\":0}):\n",
" \"\"\"Make a random pulsar plot a-la Joy Division Album cover\"\"\"\n",
" np.random.seed(seed=seed)\n",
" fig, ax = plt.subplots(figsize=(15,15))\n",
" x = np.linspace(-14, 14, nSamps)\n",
" syncBump=lambda xx,aa,bb,cc: (bb * np.sin(cc*(xx - aa))/(xx-aa))\n",
" smoothNoise=lambda data, smaPeriod, outTerms: [None if outTerms is None else outTerms*np.mean(data[: smaPeriod])]* (smaPeriod - 1) + [np.mean(data[i - smaPeriod + 1: i + 1]) for i in range(len(data))[smaPeriod - 1:]]\n",
" for w in np.linspace(30.4, 0, nLines ):\n",
" allY=np.zeros(len(x))\n",
" for scY,scYamp in seriesTerms:\n",
" allY+=syncBump(x,scY+syncBumpRandomTerm*np.random.randn(),scYamp,0.75 + np.random.rand())\n",
" y_lpf = (np.convolve(allY, smoothNoise(np.random.randn(50)/noiseTerms[0]+noiseTerms[1],**smoothingTerms) , mode='same') ** noiseTerms[2])/noiseTerms[3]\n",
" y_lpf += smoothNoise(np.random.randn(len(x))* 0.2,20,1.0)\n",
" ax.fill_between(x, w+y_lpf, 0, facecolor='black',edgecolor='white')\n",
" ax.set_axis_off()\n",
" if filename:\n",
" ext=filename.split(\".\")[-1]\n",
" if ext in \"eps,jpeg,jpg,pdf,pgf,png,ps,raw,rgba,svg,svgz,tif,tiff,webp\":\n",
" plt.savefig(filename)\n",
" else:\n",
" print(f\"Unsupported image filename extension '{ext}' - can't save image\")\n",
" else:\n",
" plt.show()\n",
"\n",
"if __name__==\"__main__\":\n",
" argumentList = sys.argv[1:]\n",
" # argumentList = ['-t','{\"syncBumpRandomTerm\": 2.0, \"noiseTerms\": [15.0, 0.004, 2.0, 1.2]}']\n",
" plotDataParms={\"filename\":None,\"seed\":np.random.randint(100000000)}\n",
" # Options\n",
" options,long_options = (\"hf:t:s:\",[\"help\", \"filename=\", \"terms=\", \"seed=\"])\n",
" try:\n",
" # Parsing argument\n",
" arguments, values = getopt.getopt(argumentList, options, long_options)\n",
"\n",
" # checking each argument\n",
" for currentArgument, currentValue in arguments:\n",
"\n",
" if currentArgument in (\"-h\", \"--help\"):\n",
" print (\"USAGE: -s set params, -f set output file(optional)\")\n",
"\n",
" elif currentArgument in (\"-f\", \"--filename=\"):\n",
" plotDataParms[\"filename\"]=currentValue\n",
"\n",
" elif currentArgument in (\"-s\", \"--seed=\"):\n",
" plotDataParms[\"seed\"]=int(currentValue)\n",
"\n",
" elif currentArgument in (\"-t\", \"--terms=\"):\n",
" for k,v in loads(currentValue).items():\n",
" plotDataParms[k] = v\n",
" print(f\"plotting with following parameters: {plotDataParms}\")\n",
" plot_pulsar_data(**plotDataParms)\n",
"\n",
" except getopt.error as err:\n",
" print (str(err))\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"source": [],
"metadata": {
"id": "icvQ67lMTTow"
},
"execution_count": null,
"outputs": []
}
]
}
import numpy as np
import matplotlib.pyplot as plt
import getopt,sys
from json import loads,loads
def plot_pulsar_data(filename=None,nSamps:int=1000,nLines:int=100, seed:int=10000,
seriesTerms:list[tuple[int]]=[(-1.5,1.6),(2,0.5),(3,1.2)],
syncBumpRandomTerm:float=0.3,
noiseTerms:list[float]=[15.0,0.004,2.0,1.2],
smoothingTerms:dict={"smaPeriod":3,"outTerms":0}):
"""Make a random pulsar plot a-la Joy Division Album cover"""
np.random.seed(seed=seed)
fig, ax = plt.subplots(figsize=(15,15))
x = np.linspace(-14, 14, nSamps)
syncBump=lambda xx,aa,bb,cc: (bb * np.sin(cc*(xx - aa))/(xx-aa))
smoothNoise=lambda data, smaPeriod, outTerms: [None if outTerms is None else outTerms*np.mean(data[: smaPeriod])]* (smaPeriod - 1) + [np.mean(data[i - smaPeriod + 1: i + 1]) for i in range(len(data))[smaPeriod - 1:]]
for w in np.linspace(30.4, 0, nLines ):
allY=np.zeros(len(x))
for scY,scYamp in seriesTerms:
allY+=syncBump(x,scY+syncBumpRandomTerm*np.random.randn(),scYamp,0.75 + np.random.rand())
y_lpf = (np.convolve(allY, smoothNoise(np.random.randn(50)/noiseTerms[0]+noiseTerms[1],**smoothingTerms) , mode='same') ** noiseTerms[2])/noiseTerms[3]
y_lpf += smoothNoise(np.random.randn(len(x))* 0.2,20,1.0)
ax.fill_between(x, w+y_lpf, 0, facecolor='black',edgecolor='white')
ax.set_axis_off()
if filename:
ext=filename.split(".")[-1]
if ext in "eps,jpeg,jpg,pdf,pgf,png,ps,raw,rgba,svg,svgz,tif,tiff,webp":
plt.savefig(filename)
else:
print(f"Unsupported image filename extension '{ext}' - can't save image")
else:
plt.show()
if __name__=="__main__":
argumentList = sys.argv[1:]
# argumentList = ['-t','{"syncBumpRandomTerm": 2.0, "noiseTerms": [15.0, 0.004, 2.0, 1.2]}']
plotDataParms={"filename":None,"seed":np.random.randint(100000000)}
# Options
options,long_options = ("hf:t:s:",["help", "filename=", "terms=", "seed="])
try:
# Parsing argument
arguments, values = getopt.getopt(argumentList, options, long_options)
# checking each argument
for currentArgument, currentValue in arguments:
if currentArgument in ("-h", "--help"):
print ("USAGE: -s set params, -f set output file(optional)")
elif currentArgument in ("-f", "--filename="):
plotDataParms["filename"]=currentValue
elif currentArgument in ("-s", "--seed="):
plotDataParms["seed"]=int(currentValue)
elif currentArgument in ("-t", "--terms="):
for k,v in loads(currentValue).items():
plotDataParms[k] = v
print(f"plotting with following parameters: {plotDataParms}")
plot_pulsar_data(**plotDataParms)
except getopt.error as err:
print (str(err))
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