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list and binary convention funs in R14B01 and R17.5.6
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{
"cells": [
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"from scipy import stats, integrate\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import seaborn as sns\n",
"sns.set(color_codes=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## TL;DR\n",
"\n",
"`list_to_binary` is faster in R17, `binary_to_list` is faster in R14 when binary is bigger than 40K.\n",
"\n",
"Passing binary through `iolist_to_binary` is a bit faster in R17, probably due to OTP-11082 in [R17](http://www.erlang.org/download/otp_src_17.0.readme)\n",
"\n",
"## How data was gathered\n",
"\n",
"100 measerments per list\\binary in spawned process with kept arithmetic average of the result."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### `list_to_binary` with lists length from 0 to 255 with step 10"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"collapsed": false
},
"outputs": [
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10bd254d0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"l2b_14 = pd.read_csv(\"l2b-14.csv\", header=None, names=(\"length\", \"time\"))\n",
"sns.regplot(x=\"length\", y=\"time\", data=l2b_14);"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10bd25550>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"l2b_17 = pd.read_csv(\"l2b-17.csv\", header=None, names=(\"length\", \"time\"))\n",
"sns.regplot(x=\"length\", y=\"time\", data=l2b_17);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### `binary_to_list` with `crypto:rand_bytes/1` for binary from 0 to 100K with step 1K"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10e84fc10>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"b2l_14 = pd.read_csv(\"b2l-14.csv\", header=None, names=(\"size\", \"time\"))\n",
"b2l_14 = b2l_14[(np.abs(stats.zscore(b2l_14)) < 3).all(axis=1)]\n",
"\n",
"sns.regplot(x=\"size\", y=\"time\", data=b2l_14, ci=100);"
]
},
{
"cell_type": "code",
"execution_count": 69,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10ee12310>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"b2l_17 = pd.read_csv(\"b2l-17.csv\", header=None, names=(\"size\", \"time\"))\n",
"b2l_17 = b2l_17[(np.abs(stats.zscore(b2l_17)) < 3).all(axis=1)]\n",
"\n",
"sns.regplot(x=\"size\", y=\"time\", data=b2l_17, ci=100);"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": [
"### `iolist_to_binary` on binary generated with crypto:rand_bytes/1 for sizes from 0 to 100K with step 1K"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x109e56790>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"b2b_14 = pd.read_csv(\"b2b-14.csv\", header=None, names=(\"size\", \"time\"))\n",
"sns.regplot(x=\"size\", y=\"time\", data=b2b_14);"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10e849190>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"b2b_17 = pd.read_csv(\"b2b-17.csv\", header=None, names=(\"size\", \"time\"))\n",
"sns.regplot(x=\"size\", y=\"time\", data=b2b_17);"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"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": "2.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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