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spacelatte/test.ipynb

Created February 21, 2019 07:23
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test.ipynb
{
"cells": [
{
"cell_type": "code",
"source": [
"%matplotlib inline\n",
"from urllib import request\n",
"from matplotlib import pyplot as plt\n",
"import json, sys, time, ssl\n",
"import numpy as np\n"
],
"outputs": [],
"execution_count": 1,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [
"req = lambda url: (request.urlopen(url, context=ssl._create_unverified_context()).read().decode())"
],
"outputs": [],
"execution_count": 2,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [
"raw_data = req(\"https://btc2018.formapi.io/eab75cf16b878ce659a3c3d7b8a71cad2ea48a508f9333ef37807a3c8ff3f531/blocks.json\")"
],
"outputs": [],
"execution_count": 3,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [
"blocks = json.loads(raw_data)"
],
"outputs": [],
"execution_count": 5,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [
"normalize = lambda some: [ normalize(elem) for elem in some ] if isinstance(some, list) else (some+1)"
],
"outputs": [],
"execution_count": 9,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [
"[\n",
" [ (len(y), len(z), len(block), y) for z in block for y in z ]\n",
" for block in normalize(blocks)\n",
"]"
],
"outputs": [
{
"output_type": "execute_result",
"execution_count": 35,
"data": {
"text/plain": [
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" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
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" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 1, 1, 0, 2]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 2]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 2, 1, 2, 1]),\n",
" (8, 8, 8, [0, 0, 0, 0, 1, 0, 2, 2]),\n",
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" (8, 8, 8, [0, 0, 2, 2, 0, 0, 0, 1]),\n",
" (8, 8, 8, [0, 0, 2, 2, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 2, 2, 0, 0, 0, 0, 0]),\n",
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" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 1, 2]),\n",
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" (8, 8, 8, [0, 0, 2, 1, 1, 0, 0, 2]),\n",
" (8, 8, 8, [0, 0, 1, 1, 0, 0, 0, 0]),\n",
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" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0])],\n",
" [(5, 5, 4, [0, 0, 2, 0, 0]),\n",
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" (5, 5, 4, [0, 0, 1, 1, 0]),\n",
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" (5, 5, 4, [0, 0, 1, 2, 0]),\n",
" (5, 5, 4, [0, 1, 1, 1, 0]),\n",
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" (5, 5, 4, [0, 0, 0, 0, 0]),\n",
" (5, 5, 4, [0, 0, 0, 1, 0]),\n",
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" (5, 5, 4, [0, 0, 0, 0, 0]),\n",
" (5, 5, 4, [0, 0, 0, 0, 0]),\n",
" (5, 5, 4, [0, 0, 0, 0, 0])],\n",
" [(8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
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" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
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" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 1, 1, 2, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 2, 2, 0]),\n",
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" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
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" (8, 7, 8, [0, 0, 0, 0, 1, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 2, 2, 2, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
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" (8, 7, 8, [0, 0, 1, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 1, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 1, 1, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 1, 1, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 2, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [1, 2, 2, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [2, 2, 2, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 2, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 1, 2, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [2, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [2, 1, 2, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 1, 1, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 1, 1, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 7, 8, [0, 0, 0, 0, 0, 0, 0, 0])],\n",
" [(8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 2, 1, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 0, 2, 1, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 1, 1, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 1, 2, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 2, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 2, 2, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 2, 2, 2, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 1, 1, 2, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 1, 1, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 2, 1, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 2, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 2, 1, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 2, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 1, 2, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [2, 1, 1, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [1, 1, 1, 2, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 2, 1, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 1, 1, 2, 2]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 1]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 2, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 2, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 2, 0, 0, 1]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0]),\n",
" (8, 8, 8, [0, 0, 0, 0, 0, 0, 0, 0])]]"
]
},
"metadata": {}
}
],
"execution_count": 35,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [],
"outputs": [],
"execution_count": null,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
}
],
"metadata": {
"kernel_info": {
"name": "python3"
},
"language_info": {
"name": "python",
"version": "3.7.0",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"kernelspec": {
"name": "python3",
"language": "python",
"display_name": "Python 3"
},
"nteract": {
"version": "0.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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