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@wei3erHase
Last active February 11, 2024 22:15
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "616a6192-aacd-45c0-a7fa-9843ba4e5438",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"import os\n",
"import time\n",
"\n",
"from brownie import accounts, web3, network, Contract\n",
"\n",
"# brownie networks add ethereum hardhat-local host=http://127.0.0.1:8545/ chainid=1 explorer=https://api.etherscan.io/api\n",
"# yarn fork:node\n",
"network.connect(\"hardhat-local\")\n",
"\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.pyplot import figure\n",
"\n",
"plt.xkcd()\n",
"\n",
"import web3\n",
"\n",
"from brownie import web3 as w3\n",
"\n",
"import json\n",
"import pandas as pd\n",
"import numpy as np\n",
"\n",
"import requests\n",
"\n",
"import sys"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fe1025c7-66fa-4577-a45a-1a71b180a55c",
"metadata": {},
"outputs": [],
"source": [
"chess = Contract.from_explorer('0xb543f9043b387ce5b3d1f0d916e42d8ea2eba2e0')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "31b8d542-b690-4809-bdc7-431a02843b1f",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"txSettings = {\n",
" \"from\": \"0xf39Fd6e51aad88F6F4ce6aB8827279cffFb92266\",\n",
" \"gas_limit\": 30e6,\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a1ce3898-9cff-4488-ae84-b9f5d640fc51",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"pieces = {\n",
" \"0b0\": \"\",\n",
" \"0b1\": \"pawn\",\n",
" \"0b10\": \"bishop\",\n",
" \"0b11\": \"rook\",\n",
" \"0b100\": \"knight\",\n",
" \"0b101\": \"queen\",\n",
" \"0b110\": \"king\",\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ebe44211-b633-4e1f-9f58-10ef735d961a",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"def piece_at(position, board):\n",
" p = web3.Web3.toBytes((((board >> (position << 2))) & 0xF))\n",
" b = int.from_bytes(p, byteorder=sys.byteorder)\n",
" if b > 0b111:\n",
" b = b & 0b111\n",
" b = bin(b)\n",
" return pieces[b]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f7ce3b32-9618-45b8-80dd-f05a06156c10",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"def color_at(position, board):\n",
" p = web3.Web3.toBytes((((board >> (position << 2))) & 0xF))\n",
" b = int.from_bytes(p, byteorder=sys.byteorder)\n",
" if b > 0b111:\n",
" return \"black\"\n",
" else:\n",
" return \"green\""
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2f954684-a0a2-4463-84f0-258e3989fd3c",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"def posX(n):\n",
" return 8 - n % 8 - 1\n",
"\n",
"\n",
"def posY(n):\n",
" return 8 - (int(n / 8)) - 1"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "78e4b518-ed9b-4ce4-b2c1-18c4d2e3bb7f",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"counter = 0\n",
"def draw_board():\n",
" global counter\n",
" counter+=1\n",
" fig, ax = plt.subplots(figsize=(10, 10), dpi=80)\n",
" \n",
" board = chess.board()\n",
" x = [0, 8]\n",
" y = [0, 8]\n",
" X, Y = np.meshgrid(x, y)\n",
" min_max = np.min(x), np.max(x), np.min(y), np.max(y)\n",
" res = np.add.outer(range(8), range(8)) % 2\n",
"\n",
" for i in range(64):\n",
" plt.text(\n",
" posX(i),\n",
" posY(i),\n",
" piece_at(i, board),\n",
" fontdict={\n",
" \"verticalalignment\": \"center\",\n",
" \"horizontalalignment\": \"center\",\n",
" \"color\": color_at(i, board),\n",
" },\n",
" )\n",
"\n",
" plt.text(posX(i) - 0.5, posY(i) + 0.5, str(i))\n",
"\n",
" plt.imshow(res, cmap=\"binary\")\n",
" plt.xticks([])\n",
" plt.yticks([])\n",
" plt.show()\n",
" fig.savefig('move-'+str(counter)+'.png') \n",
" plt.close(fig)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "adc39d65-52e6-48e3-916c-3496ab537f83",
"metadata": {},
"outputs": [],
"source": [
"def move(f, t):\n",
" return (f << 6) | t"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4e07e1eb-e3ee-471e-91a9-a83599d8d1d3",
"metadata": {},
"outputs": [],
"source": [
"def play_move(f, t, d=3):\n",
" chess.mintMove(\n",
" move(f, t),\n",
" d,\n",
" txSettings\n",
" )\n",
" time.sleep(3) # for plotting results\n",
" draw_board()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "e9afd894-f4b5-4542-babe-a916f2e7946e",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 800x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"draw_board()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "12602e8c-a391-477a-ac62-1aadc36e4548",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# Game 6: The royal entrance\n",
"play_move(10,25)\n",
"play_move(13,30)\n",
"play_move(20,28)\n",
"play_move(12,28)\n",
"play_move(28,42)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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