{"id":987552738,"date":"2022-10-27T00:11:30","date_gmt":"2022-10-27T04:11:30","guid":{"rendered":"https:\/\/danellaconsulting.net\/?p=987552738"},"modified":"2024-10-27T02:39:26","modified_gmt":"2024-10-27T06:39:26","slug":"mev-bot","status":"publish","type":"post","link":"https:\/\/danellaconsulting.net\/index.php\/2022\/10\/27\/mev-bot\/","title":{"rendered":"MEV BOT"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Everyone should have an MEV bot that generates $30,000 a month!<\/p>\n<p>Anyway, many believe it requires years to create one.<\/p>\n<p>I spent just 6 weeks developing a bot that earns around $900 daily&#8230;<\/p>\n<p>Here\u2019s how to set it up in just 10 minutes and start profiting today! ?<\/p>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/GaxGCkeXAAAfbn7.jpeg&#8221; title_text=&#8221;GaxGCkeXAAAfbn7&#8243; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a5A well-optimized MEV bot on Solana can result in remarkable success during this market cycle.<\/p>\n<p>\u27a5Achieving millions in monthly earnings is attainable for MEV bots fueled by #ChatGPT.<\/p>\n<p>\u27a5Act swiftly to develop your own AI MEV bot before market conditions change!<\/p>\n<p>[\/et_pb_text][et_pb_video src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/0.ts_.mp4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5The bot takes advantage of:<\/p>\n<p>\u2022 Arbitrage opportunities;<\/p>\n<p>\u2022 Significant trades that influence prices;<\/p>\n<p>\u2022 Lack of liquidity, and much more.[\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/GaxGQ9OXoAAhBDV.png&#8221; title_text=&#8221;GaxGQ9OXoAAhBDV&#8221; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Before any transaction is validated on the blockchain, it initially enters the mempool.<\/p>\n<p>\u27a5The bot scrutinizes the mempool to spot profit opportunities by front-running other transactions.<\/p>\n<p>\u27a5The main types of MEV strategies are Arbitrage and Sandwich.[\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/GaxGUufWsAAxMmi.jpeg&#8221; title_text=&#8221;GaxGUufWsAAxMmi&#8221; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Arbitrage MEV bots monitor transactions across various DEXs to capitalize on price variations.<\/p>\n<p>\u27a5Their objective is to identify transactions that generate price discrepancies between two exchanges.<\/p>\n<p>\u27a5The token is purchased at a lower price on one platform and sold at a higher price on another.[\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/GaxGYQiWYAACCHx.jpeg&#8221; title_text=&#8221;GaxGYQiWYAACCHx&#8221; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5A Sandwich attack is a trading strategy that profits at others&#8217; expense.<\/p>\n<p>\u27a5For instance, a $1M transaction to buy a low-cap meme coin shows up in the mempool.<\/p>\n<p>\u27a5A Sandwich MEV bot detects the transaction, buys the token, and sells it after the whale&#8217;s $1M purchase.[\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/GaxGblFXMAApkS0.jpeg&#8221; title_text=&#8221;GaxGblFXMAApkS0&#8243; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Based on my experience, a properly optimized #ChatGPT MEV bot can effortlessly generate $5,000 daily.<\/p>\n<p>\u27a5Earnings usually hinge on market activity, volatility, and the bot\u2019s configuration.<\/p>\n<p>\u27a5Secure a fully passive income before these bots become widely available![\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/GaxGfScXoAAmggC.jpeg&#8221; title_text=&#8221;GaxGfScXoAAmggC&#8221; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Let\u2019s start developing the core script for the bot!<\/p>\n<p>\u27a5First, ask #ChatGPT to generate a script that examines the blockchain&#8217;s mempool.<\/p>\n<p>\u27a5This is the cornerstone of your MEV bot, so take your time to perfect it![\/et_pb_text][et_pb_video src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/2.ts_.mp4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][et_pb_accordion _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Please write a script in rust for the solana mempool which will find all possible transactions.&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<article class=\"w-full text-token-text-primary focus-visible:outline-2 focus-visible:outline-offset-[-4px]\" dir=\"auto\" data-testid=\"conversation-turn-2\" data-scroll-anchor=\"false\">\n<div class=\"m-auto text-base py-[18px] px-3 md:px-4 w-full md:px-5 lg:px-4 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-4 text-base md:gap-5 lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div data-message-author-role=\"user\" data-message-id=\"aaa2b5f4-a3d5-457d-99c2-b1cfd940a203\" dir=\"auto\" class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden items-end rtl:items-start\">\n<div class=\"relative max-w-[70%] rounded-3xl px-5 py-2.5 bg-[#f4f4f4] dark:bg-token-main-surface-secondary\">\n<div class=\"whitespace-pre-wrap\">Please write a script in rust for the solana mempool which will find all possible transactions.<\/div>\n<div class=\"absolute bottom-0 right-full top-0 -mr-3.5 hidden pr-5 pt-1 [.group\\\/conversation-turn:hover_&amp;]:block\"><span class=\"\" data-state=\"closed\"><button aria-label=\"Edit message\" class=\"flex h-9 w-9 items-center justify-center rounded-full text-token-text-secondary transition hover:bg-token-main-surface-tertiary\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.2929 4.29291C15.0641 2.52167 17.9359 2.52167 19.7071 4.2929C21.4784 6.06414 21.4784 8.93588 19.7071 10.7071L18.7073 11.7069L11.6135 18.8007C10.8766 19.5376 9.92793 20.0258 8.89999 20.1971L4.16441 20.9864C3.84585 21.0395 3.52127 20.9355 3.29291 20.7071C3.06454 20.4788 2.96053 20.1542 3.01362 19.8356L3.80288 15.1C3.9742 14.0721 4.46243 13.1234 5.19932 12.3865L13.2929 4.29291ZM13 7.41422L6.61353 13.8007C6.1714 14.2428 5.87846 14.8121 5.77567 15.4288L5.21656 18.7835L8.57119 18.2244C9.18795 18.1216 9.75719 17.8286 10.1993 17.3865L16.5858 11L13 7.41422ZM18 9.5858L14.4142 6.00001L14.7071 5.70712C15.6973 4.71693 17.3027 4.71693 18.2929 5.70712C19.2831 6.69731 19.2831 8.30272 18.2929 9.29291L18 9.5858Z\" fill=\"currentColor\"><\/path><\/svg><\/button><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<article class=\"w-full text-token-text-primary focus-visible:outline-2 focus-visible:outline-offset-[-4px]\" dir=\"auto\" data-testid=\"conversation-turn-3\" data-scroll-anchor=\"true\">\n<h6 class=\"sr-only\">ChatGPT said:<\/h6>\n<div class=\"m-auto text-base py-[18px] px-3 md:px-4 w-full md:px-5 lg:px-4 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-4 text-base md:gap-5 lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"flex-shrink-0 flex flex-col relative items-end\">\n<div>\n<div class=\"pt-0\">\n<div class=\"gizmo-bot-avatar flex h-8 w-8 items-center justify-center overflow-hidden rounded-full\">\n<div class=\"relative p-1 rounded-sm flex items-center justify-center bg-token-main-surface-primary text-token-text-primary h-8 w-8\"><svg width=\"41\" height=\"41\" viewbox=\"0 0 41 41\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md\" role=\"img\"><text x=\"-9999\" y=\"-9999\">ChatGPT<\/text><path d=\"M37.5324 16.8707C37.9808 15.5241 38.1363 14.0974 37.9886 12.6859C37.8409 11.2744 37.3934 9.91076 36.676 8.68622C35.6126 6.83404 33.9882 5.3676 32.0373 4.4985C30.0864 3.62941 27.9098 3.40259 25.8215 3.85078C24.8796 2.7893 23.7219 1.94125 22.4257 1.36341C21.1295 0.785575 19.7249 0.491269 18.3058 0.500197C16.1708 0.495044 14.0893 1.16803 12.3614 2.42214C10.6335 3.67624 9.34853 5.44666 8.6917 7.47815C7.30085 7.76286 5.98686 8.3414 4.8377 9.17505C3.68854 10.0087 2.73073 11.0782 2.02839 12.312C0.956464 14.1591 0.498905 16.2988 0.721698 18.4228C0.944492 20.5467 1.83612 22.5449 3.268 24.1293C2.81966 25.4759 2.66413 26.9026 2.81182 28.3141C2.95951 29.7256 3.40701 31.0892 4.12437 32.3138C5.18791 34.1659 6.8123 35.6322 8.76321 36.5013C10.7141 37.3704 12.8907 37.5973 14.9789 37.1492C15.9208 38.2107 17.0786 39.0587 18.3747 39.6366C19.6709 40.2144 21.0755 40.5087 22.4946 40.4998C24.6307 40.5054 26.7133 39.8321 28.4418 38.5772C30.1704 37.3223 31.4556 35.5506 32.1119 33.5179C33.5027 33.2332 34.8167 32.6547 35.9659 31.821C37.115 30.9874 38.0728 29.9178 38.7752 28.684C39.8458 26.8371 40.3023 24.6979 40.0789 22.5748C39.8556 20.4517 38.9639 18.4544 37.5324 16.8707ZM22.4978 37.8849C20.7443 37.8874 19.0459 37.2733 17.6994 36.1501C17.7601 36.117 17.8666 36.0586 17.936 36.0161L25.9004 31.4156C26.1003 31.3019 26.2663 31.137 26.3813 30.9378C26.4964 30.7386 26.5563 30.5124 26.5549 30.2825V19.0542L29.9213 20.998C29.9389 21.0068 29.9541 21.0198 29.9656 21.0359C29.977 21.052 29.9842 21.0707 29.9867 21.0902V30.3889C29.9842 32.375 29.1946 34.2791 27.7909 35.6841C26.3872 37.0892 24.4838 37.8806 22.4978 37.8849ZM6.39227 31.0064C5.51397 29.4888 5.19742 27.7107 5.49804 25.9832C5.55718 26.0187 5.66048 26.0818 5.73461 26.1244L13.699 30.7248C13.8975 30.8408 14.1233 30.902 14.3532 30.902C14.583 30.902 14.8088 30.8408 15.0073 30.7248L24.731 25.1103V28.9979C24.7321 29.0177 24.7283 29.0376 24.7199 29.0556C24.7115 29.0736 24.6988 29.0893 24.6829 29.1012L16.6317 33.7497C14.9096 34.7416 12.8643 35.0097 10.9447 34.4954C9.02506 33.9811 7.38785 32.7263 6.39227 31.0064ZM4.29707 13.6194C5.17156 12.0998 6.55279 10.9364 8.19885 10.3327C8.19885 10.4013 8.19491 10.5228 8.19491 10.6071V19.808C8.19351 20.0378 8.25334 20.2638 8.36823 20.4629C8.48312 20.6619 8.64893 20.8267 8.84863 20.9404L18.5723 26.5542L15.206 28.4979C15.1894 28.5089 15.1703 28.5155 15.1505 28.5173C15.1307 28.5191 15.1107 28.516 15.0924 28.5082L7.04046 23.8557C5.32135 22.8601 4.06716 21.2235 3.55289 19.3046C3.03862 17.3858 3.30624 15.3413 4.29707 13.6194ZM31.955 20.0556L22.2312 14.4411L25.5976 12.4981C25.6142 12.4872 25.6333 12.4805 25.6531 12.4787C25.6729 12.4769 25.6928 12.4801 25.7111 12.4879L33.7631 17.1364C34.9967 17.849 36.0017 18.8982 36.6606 20.1613C37.3194 21.4244 37.6047 22.849 37.4832 24.2684C37.3617 25.6878 36.8382 27.0432 35.9743 28.1759C35.1103 29.3086 33.9415 30.1717 32.6047 30.6641C32.6047 30.5947 32.6047 30.4733 32.6047 30.3889V21.188C32.6066 20.9586 32.5474 20.7328 32.4332 20.5338C32.319 20.3348 32.154 20.1698 31.955 20.0556ZM35.3055 15.0128C35.2464 14.9765 35.1431 14.9142 35.069 14.8717L27.1045 10.2712C26.906 10.1554 26.6803 10.0943 26.4504 10.0943C26.2206 10.0943 25.9948 10.1554 25.7963 10.2712L16.0726 15.8858V11.9982C16.0715 11.9783 16.0753 11.9585 16.0837 11.9405C16.0921 11.9225 16.1048 11.9068 16.1207 11.8949L24.1719 7.25025C25.4053 6.53903 26.8158 6.19376 28.2383 6.25482C29.6608 6.31589 31.0364 6.78077 32.2044 7.59508C33.3723 8.40939 34.2842 9.53945 34.8334 10.8531C35.3826 12.1667 35.5464 13.6095 35.3055 15.0128ZM14.2424 21.9419L10.8752 19.9981C10.8576 19.9893 10.8423 19.9763 10.8309 19.9602C10.8195 19.9441 10.8122 19.9254 10.8098 19.9058V10.6071C10.8107 9.18295 11.2173 7.78848 11.9819 6.58696C12.7466 5.38544 13.8377 4.42659 15.1275 3.82264C16.4173 3.21869 17.8524 2.99464 19.2649 3.1767C20.6775 3.35876 22.0089 3.93941 23.1034 4.85067C23.0427 4.88379 22.937 4.94215 22.8668 4.98473L14.9024 9.58517C14.7025 9.69878 14.5366 9.86356 14.4215 10.0626C14.3065 10.2616 14.2466 10.4877 14.2479 10.7175L14.2424 21.9419ZM16.071 17.9991L20.4018 15.4978L24.7325 17.9975V22.9985L20.4018 25.4983L16.071 22.9985V17.9991Z\" fill=\"currentColor\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div data-message-author-role=\"assistant\" data-message-id=\"4dd717ce-0624-478e-a9a4-6a262e1d625a\" dir=\"auto\" class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>To create a Rust script for analyzing the Solana mempool and identifying all possible transactions, you can leverage the <a rel=\"noopener\" target=\"_new\"><span>Solana<\/span><span> JSON<\/span><span> RPC<\/span><span> API<\/span><\/a> and the <code>solana_client<\/code> crate, which provides a Rust client for interacting with the Solana blockchain. Here&#8217;s a basic structure for such a script, focusing on querying recent transactions in the mempool.<\/p>\n<p>This script assumes you have Rust installed and some familiarity with using external crates. First, add <code>solana_client<\/code> and <code>serde_json<\/code> as dependencies in your <code>Cargo.toml<\/code>:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">toml<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-toml\"><span class=\"hljs-section\">[dependencies]<\/span><br \/>\n<span class=\"hljs-attr\">solana-client<\/span> = <span class=\"hljs-string\">\"2.0\"<\/span><br \/>\n<span class=\"hljs-attr\">serde_json<\/span> = <span class=\"hljs-string\">\"1.0\"<\/span><br \/>\n<\/code><\/div>\n<\/div>\n<p>Here&#8217;s a Rust script to fetch recent transactions from the Solana mempool:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">rust<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-rust\"><span class=\"hljs-keyword\">use<\/span> solana_client::rpc_client::RpcClient;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_client::rpc_config::RpcTransactionConfig;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_client::rpc_response::RpcTransaction;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::commitment_config::CommitmentConfig;<br \/>\n<span class=\"hljs-keyword\">use<\/span> std::time::Duration;<\/p>\n<p><span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">main<\/span>() {<br \/>\n    <span class=\"hljs-comment\">\/\/ Set the RPC endpoint (can be any Solana RPC server, such as mainnet-beta or devnet)<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">rpc_url<\/span> = <span class=\"hljs-string\">\"https:\/\/api.mainnet-beta.solana.com\"<\/span>;<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">client<\/span> = RpcClient::<span class=\"hljs-title function_ invoke__\">new_with_timeout_and_commitment<\/span>(<br \/>\n        rpc_url.<span class=\"hljs-title function_ invoke__\">to_string<\/span>(),<br \/>\n        Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">10<\/span>),<br \/>\n        CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>(),<br \/>\n    );<\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Define a configuration for transaction search<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">config<\/span> = RpcTransactionConfig {<br \/>\n        encoding: <span class=\"hljs-title function_ invoke__\">Some<\/span>(<span class=\"hljs-string\">\"json\"<\/span>.<span class=\"hljs-title function_ invoke__\">to_string<\/span>()),<br \/>\n        commitment: <span class=\"hljs-title function_ invoke__\">Some<\/span>(CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>()),<br \/>\n        max_supported_transaction_version: <span class=\"hljs-title function_ invoke__\">Some<\/span>(<span class=\"hljs-number\">0<\/span>),<br \/>\n    };<\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Loop to poll recent transactions<\/span><br \/>\n    <span class=\"hljs-keyword\">loop<\/span> {<br \/>\n        <span class=\"hljs-comment\">\/\/ Fetch recent transactions<\/span><br \/>\n        <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get_signatures_for_address_with_config<\/span>(&amp;client.<span class=\"hljs-title function_ invoke__\">pubkey<\/span>().<span class=\"hljs-title function_ invoke__\">unwrap<\/span>(), config.<span class=\"hljs-title function_ invoke__\">clone<\/span>()) {<br \/>\n            <span class=\"hljs-title function_ invoke__\">Ok<\/span>(transactions) =&gt; {<br \/>\n                <span class=\"hljs-keyword\">for<\/span> <span class=\"hljs-variable\">transaction<\/span> <span class=\"hljs-keyword\">in<\/span> transactions {<br \/>\n                    <span class=\"hljs-comment\">\/\/ Print transaction details<\/span><br \/>\n                    <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Transaction signature: {}\"<\/span>, transaction.signature);<br \/>\n                    <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Some<\/span>(err) = transaction.err {<br \/>\n                        <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Error: {:?}\"<\/span>, err);<br \/>\n                    } <span class=\"hljs-keyword\">else<\/span> {<br \/>\n                        <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Transaction details: {:?}\"<\/span>, transaction);<br \/>\n                    }<br \/>\n                }<br \/>\n            }<br \/>\n            <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; {<br \/>\n                eprintln!(<span class=\"hljs-string\">\"Error fetching transactions: {:?}\"<\/span>, e);<br \/>\n            }<br \/>\n        }<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Delay before the next poll<\/span><br \/>\n        std::thread::<span class=\"hljs-title function_ invoke__\">sleep<\/span>(Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">5<\/span>));<br \/>\n    }<br \/>\n}<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Explanation<\/h3>\n<ol>\n<li><strong>Setting up the client<\/strong>: The <code>RpcClient<\/code> connects to the Solana RPC server (<code>mainnet-beta<\/code> or <code>devnet<\/code>). Here, we&#8217;re using <code>mainnet-beta<\/code>.<\/li>\n<li><strong>Defining configuration<\/strong>: The <code>RpcTransactionConfig<\/code> sets up encoding and commitment configurations.<\/li>\n<li><strong>Polling for transactions<\/strong>: A loop queries the mempool, fetching and printing recent transaction signatures. You can modify the loop or polling interval as needed.<\/li>\n<\/ol>\n<h3>Running the Script<\/h3>\n<p>To run the script:<\/p>\n<ol>\n<li>Save the file as <code>main.rs<\/code>.<\/li>\n<li>Run <code>cargo run<\/code> from the command line.<\/li>\n<\/ol>\n<p>This script will output recent transactions, but Solana&#8217;s RPC limitations mean it may not capture all mempool transactions instantly. For real-time, detailed transactions, you may need a dedicated Solana node or a third-party service offering direct access to real-time mempool data.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5The next step is to perform a comprehensive evaluation of the designated mempool:<\/p>\n<p>\u27a5Go to @ChatGPTapp<br \/>\n and ask for a script to examine this mempool.<\/p>\n<p>\u27a5This section is essential for spotting early-stage tokens.[\/et_pb_text][et_pb_video src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/1.ts_.mp4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][et_pb_accordion _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Please write a script in rust for the solana mempool with all possible transactions which execute a detailed analysis&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div data-message-author-role=\"assistant\" data-message-id=\"942978e6-32ab-493c-a41a-d3670433c89e\" dir=\"auto\" class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>To create a script in Rust that retrieves Solana mempool transactions and performs detailed analysis, we\u2019ll rely on the <code>solana_client<\/code> crate to interact with the blockchain and the <code>serde<\/code> and <code>serde_json<\/code> crates for JSON handling, as well as some Rust standard libraries for structuring the analysis. This script will focus on pulling recent transactions from the Solana mempool, analyzing them for specific details like account balances, instruction types, and transaction statuses.<\/p>\n<p>Here\u2019s how to create this:<\/p>\n<ol>\n<li>\n<p><strong>Set up your project dependencies<\/strong> by adding <code>solana-client<\/code>, <code>serde<\/code>, <code>serde_json<\/code>, and <code>tokio<\/code> to your <code>Cargo.toml<\/code>:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">toml<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-toml\"><span class=\"hljs-section\">[dependencies]<\/span><br \/>\n<span class=\"hljs-attr\">solana-client<\/span> = <span class=\"hljs-string\">\"2.0\"<\/span><br \/>\n<span class=\"hljs-attr\">serde<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"derive\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">serde_json<\/span> = <span class=\"hljs-string\">\"1.0\"<\/span><br \/>\n<span class=\"hljs-attr\">tokio<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"full\"<\/span>] }<br \/>\n<\/code><\/div>\n<\/div>\n<\/li>\n<li>\n<p><strong>Write the Rust script<\/strong> to fetch and analyze transactions. Here, we will fetch recent transactions and analyze them for details like involved accounts, instructions, and balances.<\/p>\n<\/li>\n<\/ol>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">rust<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-rust\"><span class=\"hljs-keyword\">use<\/span> solana_client::rpc_client::RpcClient;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_client::rpc_config::{RpcTransactionConfig, RpcSignaturesForAddressConfig};<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_client::rpc_response::{RpcTransaction, RpcConfirmedTransactionStatusWithSignature};<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::commitment_config::CommitmentConfig;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::signature::Signature;<br \/>\n<span class=\"hljs-keyword\">use<\/span> serde::{Deserialize, Serialize};<br \/>\n<span class=\"hljs-keyword\">use<\/span> std::time::Duration;<br \/>\n<span class=\"hljs-keyword\">use<\/span> std::collections::HashMap;<br \/>\n<span class=\"hljs-keyword\">use<\/span> tokio::time::sleep;<\/p>\n<p><span class=\"hljs-meta\">#[derive(Debug, Serialize, Deserialize)]<\/span><br \/>\n<span class=\"hljs-keyword\">struct<\/span> <span class=\"hljs-title class_\">TransactionDetail<\/span> {<br \/>\n    signature: <span class=\"hljs-type\">String<\/span>,<br \/>\n    status: <span class=\"hljs-type\">String<\/span>,<br \/>\n    accounts: <span class=\"hljs-type\">Vec<\/span>&lt;<span class=\"hljs-type\">String<\/span>&gt;,<br \/>\n    instructions: <span class=\"hljs-type\">Vec<\/span>&lt;<span class=\"hljs-type\">String<\/span>&gt;,<br \/>\n}<\/p>\n<p><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">analyze_transaction<\/span>(client: &amp;RpcClient, signature: &amp;Signature) <span class=\"hljs-punctuation\">-&gt;<\/span> <span class=\"hljs-type\">Option<\/span>&lt;TransactionDetail&gt; {<br \/>\n    <span class=\"hljs-comment\">\/\/ Fetch transaction details<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">config<\/span> = RpcTransactionConfig {<br \/>\n        encoding: <span class=\"hljs-title function_ invoke__\">Some<\/span>(<span class=\"hljs-string\">\"json\"<\/span>.<span class=\"hljs-title function_ invoke__\">to_string<\/span>()),<br \/>\n        commitment: <span class=\"hljs-title function_ invoke__\">Some<\/span>(CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>()),<br \/>\n        ..RpcTransactionConfig::<span class=\"hljs-title function_ invoke__\">default<\/span>()<br \/>\n    };<\/p>\n<p>    <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get_transaction<\/span>(signature, config) {<br \/>\n        <span class=\"hljs-title function_ invoke__\">Ok<\/span>(<span class=\"hljs-title function_ invoke__\">Some<\/span>(transaction)) =&gt; {<br \/>\n            <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">status<\/span> = <span class=\"hljs-keyword\">if<\/span> transaction.transaction.meta.<span class=\"hljs-title function_ invoke__\">is_some<\/span>() {<br \/>\n                <span class=\"hljs-string\">\"Success\"<\/span>.<span class=\"hljs-title function_ invoke__\">to_string<\/span>()<br \/>\n            } <span class=\"hljs-keyword\">else<\/span> {<br \/>\n                <span class=\"hljs-string\">\"Failure\"<\/span>.<span class=\"hljs-title function_ invoke__\">to_string<\/span>()<br \/>\n            };<\/p>\n<p>            <span class=\"hljs-comment\">\/\/ Extracting accounts involved<\/span><br \/>\n            <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">accounts<\/span> = transaction.transaction.transaction.message.account_keys<br \/>\n                .<span class=\"hljs-title function_ invoke__\">iter<\/span>()<br \/>\n                .<span class=\"hljs-title function_ invoke__\">map<\/span>(|pubkey| pubkey.<span class=\"hljs-title function_ invoke__\">to_string<\/span>())<br \/>\n                .<span class=\"hljs-title function_ invoke__\">collect<\/span>();<\/p>\n<p>            <span class=\"hljs-comment\">\/\/ Extracting instructions in the transaction<\/span><br \/>\n            <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">instructions<\/span> = transaction.transaction.transaction.message.instructions<br \/>\n                .<span class=\"hljs-title function_ invoke__\">iter<\/span>()<br \/>\n                .<span class=\"hljs-title function_ invoke__\">map<\/span>(|instr| <span class=\"hljs-built_in\">format!<\/span>(<span class=\"hljs-string\">\"{:?}\"<\/span>, instr))<br \/>\n                .<span class=\"hljs-title function_ invoke__\">collect<\/span>();<\/p>\n<p>            <span class=\"hljs-title function_ invoke__\">Some<\/span>(TransactionDetail {<br \/>\n                signature: signature.<span class=\"hljs-title function_ invoke__\">to_string<\/span>(),<br \/>\n                status,<br \/>\n                accounts,<br \/>\n                instructions,<br \/>\n            })<br \/>\n        }<br \/>\n        <span class=\"hljs-title function_ invoke__\">Ok<\/span>(<span class=\"hljs-literal\">None<\/span>) | <span class=\"hljs-title function_ invoke__\">Err<\/span>(_) =&gt; <span class=\"hljs-literal\">None<\/span>,<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">fetch_and_analyze_transactions<\/span>(client: RpcClient) {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-keyword\">mut <\/span><span class=\"hljs-variable\">seen_signatures<\/span>: HashMap&lt;<span class=\"hljs-type\">String<\/span>, <span class=\"hljs-type\">bool<\/span>&gt; = HashMap::<span class=\"hljs-title function_ invoke__\">new<\/span>();<\/p>\n<p>    <span class=\"hljs-keyword\">loop<\/span> {<br \/>\n        <span class=\"hljs-comment\">\/\/ Fetch recent signatures for analysis<\/span><br \/>\n        <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get_signatures_for_address_with_config<\/span>(<br \/>\n            &amp;client.<span class=\"hljs-title function_ invoke__\">pubkey<\/span>().<span class=\"hljs-title function_ invoke__\">unwrap<\/span>(),<br \/>\n            RpcSignaturesForAddressConfig {<br \/>\n                limit: <span class=\"hljs-title function_ invoke__\">Some<\/span>(<span class=\"hljs-number\">10<\/span>),<br \/>\n                commitment: <span class=\"hljs-title function_ invoke__\">Some<\/span>(CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>()),<br \/>\n                ..RpcSignaturesForAddressConfig::<span class=\"hljs-title function_ invoke__\">default<\/span>()<br \/>\n            },<br \/>\n        ) {<br \/>\n            <span class=\"hljs-title function_ invoke__\">Ok<\/span>(signatures) =&gt; {<br \/>\n                <span class=\"hljs-keyword\">for<\/span> <span class=\"hljs-title class_\">RpcConfirmedTransactionStatusWithSignature<\/span> { signature, .. } <span class=\"hljs-keyword\">in<\/span> signatures {<br \/>\n                    <span class=\"hljs-comment\">\/\/ Avoid duplicate processing<\/span><br \/>\n                    <span class=\"hljs-keyword\">if<\/span> seen_signatures.<span class=\"hljs-title function_ invoke__\">contains_key<\/span>(&amp;signature) {<br \/>\n                        <span class=\"hljs-keyword\">continue<\/span>;<br \/>\n                    }<\/p>\n<p>                    <span class=\"hljs-comment\">\/\/ Mark signature as seen<\/span><br \/>\n                    seen_signatures.<span class=\"hljs-title function_ invoke__\">insert<\/span>(signature.<span class=\"hljs-title function_ invoke__\">clone<\/span>(), <span class=\"hljs-literal\">true<\/span>);<\/p>\n<p>                    <span class=\"hljs-comment\">\/\/ Analyze each transaction<\/span><br \/>\n                    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">transaction_detail<\/span> = <span class=\"hljs-title function_ invoke__\">analyze_transaction<\/span>(&amp;client, &amp;signature.<span class=\"hljs-title function_ invoke__\">parse<\/span>().<span class=\"hljs-title function_ invoke__\">unwrap<\/span>()).<span class=\"hljs-keyword\">await<\/span>;<\/p>\n<p>                    <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Some<\/span>(detail) = transaction_detail {<br \/>\n                        <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Transaction: {:?}\"<\/span>, detail);<br \/>\n                    }<br \/>\n                }<br \/>\n            }<br \/>\n            <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; {<br \/>\n                eprintln!(<span class=\"hljs-string\">\"Error fetching signatures: {:?}\"<\/span>, e);<br \/>\n            }<br \/>\n        }<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Wait before fetching again<\/span><br \/>\n        <span class=\"hljs-title function_ invoke__\">sleep<\/span>(Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">5<\/span>)).<span class=\"hljs-keyword\">await<\/span>;<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-meta\">#[tokio::main]<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">main<\/span>() {<br \/>\n    <span class=\"hljs-comment\">\/\/ RPC client setup<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">rpc_url<\/span> = <span class=\"hljs-string\">\"https:\/\/api.mainnet-beta.solana.com\"<\/span>;<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">client<\/span> = RpcClient::<span class=\"hljs-title function_ invoke__\">new_with_timeout_and_commitment<\/span>(<br \/>\n        rpc_url.<span class=\"hljs-title function_ invoke__\">to_string<\/span>(),<br \/>\n        Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">10<\/span>),<br \/>\n        CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>(),<br \/>\n    );<\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Fetch and analyze transactions<\/span><br \/>\n    <span class=\"hljs-title function_ invoke__\">fetch_and_analyze_transactions<\/span>(client).<span class=\"hljs-keyword\">await<\/span>;<br \/>\n}<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Explanation<\/h3>\n<ol>\n<li><strong>Analyze Transactions<\/strong>: <code>analyze_transaction<\/code> function fetches transaction details, identifies account addresses involved, extracts instructions, and determines transaction success.<\/li>\n<li><strong>Track Signatures<\/strong>: <code>fetch_and_analyze_transactions<\/code> fetches recent transactions and maintains a hashmap (<code>seen_signatures<\/code>) to prevent duplicate processing.<\/li>\n<li><strong>Looping with Delay<\/strong>: The script fetches and analyzes transactions in a loop, with a 5-second delay between fetches to prevent overloading the RPC server.<\/li>\n<li><strong>Asynchronous Execution<\/strong>: The script uses <code>tokio<\/code> for asynchronous execution, allowing the client to fetch data and perform analysis concurrently.<\/li>\n<\/ol>\n<h3>Running the Script<\/h3>\n<p>To run the script:<\/p>\n<ol>\n<li>Save the file as <code>main.rs<\/code>.<\/li>\n<li>Run with <code>cargo run<\/code>.<\/li>\n<\/ol>\n<h3>Notes<\/h3>\n<p>This script gives you:<\/p>\n<ul>\n<li><strong>Detailed transaction analysis<\/strong>, including accounts and instructions.<\/li>\n<li><strong>Duplicate filtering<\/strong> to avoid re-processing recent transactions.<\/li>\n<\/ul>\n<p>This basic analysis can be expanded further depending on the level of detail needed, such as analyzing specific token transactions, program interactions, or even decoding certain instruction data.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mb-2 flex gap-3 empty:hidden -ml-2\">\n<div class=\"items-center justify-start rounded-xl p-1 flex\">\n<div class=\"flex items-center\">\n<p><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Read aloud\" data-testid=\"voice-play-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11 4.9099C11 4.47485 10.4828 4.24734 10.1621 4.54132L6.67572 7.7372C6.49129 7.90626 6.25019 8.00005 6 8.00005H4C3.44772 8.00005 3 8.44776 3 9.00005V15C3 15.5523 3.44772 16 4 16H6C6.25019 16 6.49129 16.0938 6.67572 16.2629L10.1621 19.4588C10.4828 19.7527 11 19.5252 11 19.0902V4.9099ZM8.81069 3.06701C10.4142 1.59714 13 2.73463 13 4.9099V19.0902C13 21.2655 10.4142 22.403 8.81069 20.9331L5.61102 18H4C2.34315 18 1 16.6569 1 15V9.00005C1 7.34319 2.34315 6.00005 4 6.00005H5.61102L8.81069 3.06701ZM20.3166 6.35665C20.8019 6.09313 21.409 6.27296 21.6725 6.75833C22.5191 8.3176 22.9996 10.1042 22.9996 12.0001C22.9996 13.8507 22.5418 15.5974 21.7323 17.1302C21.4744 17.6185 20.8695 17.8054 20.3811 17.5475C19.8927 17.2896 19.7059 16.6846 19.9638 16.1962C20.6249 14.9444 20.9996 13.5175 20.9996 12.0001C20.9996 10.4458 20.6064 8.98627 19.9149 7.71262C19.6514 7.22726 19.8312 6.62017 20.3166 6.35665ZM15.7994 7.90049C16.241 7.5688 16.8679 7.65789 17.1995 8.09947C18.0156 9.18593 18.4996 10.5379 18.4996 12.0001C18.4996 13.3127 18.1094 14.5372 17.4385 15.5604C17.1357 16.0222 16.5158 16.1511 16.0539 15.8483C15.5921 15.5455 15.4632 14.9255 15.766 14.4637C16.2298 13.7564 16.4996 12.9113 16.4996 12.0001C16.4996 10.9859 16.1653 10.0526 15.6004 9.30063C15.2687 8.85905 15.3578 8.23218 15.7994 7.90049Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Copy\" data-testid=\"copy-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><\/p>\n<div class=\"flex\"><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Good response\" data-testid=\"good-response-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M12.1318 2.50389C12.3321 2.15338 12.7235 1.95768 13.124 2.00775L13.5778 2.06447C16.0449 2.37286 17.636 4.83353 16.9048 7.20993L16.354 8.99999H17.0722C19.7097 8.99999 21.6253 11.5079 20.9313 14.0525L19.5677 19.0525C19.0931 20.7927 17.5124 22 15.7086 22H6C4.34315 22 3 20.6568 3 19V12C3 10.3431 4.34315 8.99999 6 8.99999H8C8.25952 8.99999 8.49914 8.86094 8.6279 8.63561L12.1318 2.50389ZM10 20H15.7086C16.6105 20 17.4008 19.3964 17.6381 18.5262L19.0018 13.5262C19.3488 12.2539 18.391 11 17.0722 11H15C14.6827 11 14.3841 10.8494 14.1956 10.5941C14.0071 10.3388 13.9509 10.0092 14.0442 9.70591L14.9932 6.62175C15.3384 5.49984 14.6484 4.34036 13.5319 4.08468L10.3644 9.62789C10.0522 10.1742 9.56691 10.5859 9 10.8098V19C9 19.5523 9.44772 20 10 20ZM7 11V19C7 19.3506 7.06015 19.6872 7.17071 20H6C5.44772 20 5 19.5523 5 19V12C5 11.4477 5.44772 11 6 11H7Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Bad response\" data-testid=\"bad-response-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11.8727 21.4961C11.6725 21.8466 11.2811 22.0423 10.8805 21.9922L10.4267 21.9355C7.95958 21.6271 6.36855 19.1665 7.09975 16.7901L7.65054 15H6.93226C4.29476 15 2.37923 12.4921 3.0732 9.94753L4.43684 4.94753C4.91145 3.20728 6.49209 2 8.29589 2H18.0045C19.6614 2 21.0045 3.34315 21.0045 5V12C21.0045 13.6569 19.6614 15 18.0045 15H16.0045C15.745 15 15.5054 15.1391 15.3766 15.3644L11.8727 21.4961ZM14.0045 4H8.29589C7.39399 4 6.60367 4.60364 6.36637 5.47376L5.00273 10.4738C4.65574 11.746 5.61351 13 6.93226 13H9.00451C9.32185 13 9.62036 13.1506 9.8089 13.4059C9.99743 13.6612 10.0536 13.9908 9.96028 14.2941L9.01131 17.3782C8.6661 18.5002 9.35608 19.6596 10.4726 19.9153L13.6401 14.3721C13.9523 13.8258 14.4376 13.4141 15.0045 13.1902V5C15.0045 4.44772 14.5568 4 14.0045 4ZM17.0045 13V5C17.0045 4.64937 16.9444 4.31278 16.8338 4H18.0045C18.5568 4 19.0045 4.44772 19.0045 5V12C19.0045 12.5523 18.5568 13 18.0045 13H17.0045Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><\/div>\n<p><span class=\"hidden\"><\/span><\/p>\n<div class=\"flex items-center pb-0\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md\"><path d=\"M3.06957 10.8763C3.62331 6.43564 7.40967 3 12 3C14.2824 3 16.4028 3.85067 18.0118 5.25439V4C18.0118 3.44772 18.4595 3 19.0118 3C19.5641 3 20.0118 3.44772 20.0118 4V8C20.0118 8.55228 19.5641 9 19.0118 9H15C14.4477 9 14 8.55228 14 8C14 7.44772 14.4477 7 15 7H16.9571C15.6757 5.76379 13.9101 5 12 5C8.43108 5 5.48466 7.67174 5.0542 11.1237C4.98586 11.6718 4.48619 12.0607 3.93815 11.9923C3.39011 11.924 3.00123 11.4243 3.06957 10.8763ZM20.0618 12.0077C20.6099 12.076 20.9988 12.5757 20.9304 13.1237C20.3767 17.5644 16.5903 21 12 21C9.72322 21 7.60762 20.1535 5.99999 18.7559V20C5.99999 20.5523 5.55228 21 4.99999 21C4.44771 21 3.99999 20.5523 3.99999 20V16C3.99999 15.4477 4.44771 15 4.99999 15H8.99999C9.55228 15 9.99999 15.4477 9.99999 16C9.99999 16.5523 9.55228 17 8.99999 17H7.04285C8.32433 18.2362 10.0899 19 12 19C15.5689 19 18.5153 16.3283 18.9458 12.8763C19.0141 12.3282 19.5138 11.9393 20.0618 12.0077Z\" fill=\"currentColor\"><\/path><\/svg><span class=\"overflow-hidden text-clip whitespace-nowrap text-sm\">4o<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Incorporating an arbitrage MEV bot into the main script:<\/p>\n<p>\u27a5Its key function is to track token prices across various DEX\/CEX platforms.<\/p>\n<p>\u27a5Be sure to add a script that evaluates token liquidity and trading volumes![\/et_pb_text][et_pb_video src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/3.ts_.mp4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][et_pb_accordion _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;make a script for an arbitrage bot which will analyse the prices of sol memcoins and show prices.&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div class=\"flex-1 overflow-hidden\">\n<div class=\"h-full\">\n<div class=\"react-scroll-to-bottom--css-qsusd-79elbk h-full\">\n<div class=\"react-scroll-to-bottom--css-qsusd-1n7m0yu\">\n<div class=\"flex flex-col text-sm md:pb-9\">\n<article class=\"w-full text-token-text-primary focus-visible:outline-2 focus-visible:outline-offset-[-4px]\" dir=\"auto\" data-testid=\"conversation-turn-7\" data-scroll-anchor=\"true\">\n<div class=\"m-auto text-base py-[18px] px-3 md:px-4 w-full md:px-5 lg:px-4 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-4 text-base md:gap-5 lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div data-message-author-role=\"assistant\" data-message-id=\"1a3ebc62-2efb-46ed-802b-d86c9c06f637\" dir=\"auto\" class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>To create an arbitrage bot for Solana-based tokens (often referred to as &#8220;Sol memecoins&#8221;), we&#8217;ll write a script in Rust that checks the prices of tokens on different decentralized exchanges (DEXs) on the Solana blockchain. The script will use the Solana RPC API to retrieve token data and analyze prices across multiple DEXs to find any price discrepancies that may present arbitrage opportunities.<\/p>\n<p>For this example, I\u2019ll assume the use of Serum and Raydium, two prominent DEXs on Solana. We\u2019ll pull prices from their markets and then calculate potential arbitrage opportunities. To keep things straightforward, the script will:<\/p>\n<ol>\n<li>Fetch token prices.<\/li>\n<li>Analyze prices from different DEXs.<\/li>\n<li>Display any detected price discrepancies.<\/li>\n<\/ol>\n<p>You\u2019ll need these crates:<\/p>\n<ul>\n<li><code>solana-client<\/code>: To interact with the Solana RPC.<\/li>\n<li><code>serde<\/code> and <code>serde_json<\/code>: For handling JSON.<\/li>\n<li><code>tokio<\/code>: For asynchronous programming.<\/li>\n<\/ul>\n<h3>Step 1: Setup in <code>Cargo.toml<\/code><\/h3>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">toml<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-toml\"><span class=\"hljs-section\">[dependencies]<\/span><br \/>\n<span class=\"hljs-attr\">solana-client<\/span> = <span class=\"hljs-string\">\"2.0\"<\/span><br \/>\n<span class=\"hljs-attr\">serde<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"derive\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">serde_json<\/span> = <span class=\"hljs-string\">\"1.0\"<\/span><br \/>\n<span class=\"hljs-attr\">tokio<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"full\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">reqwest<\/span> = { version = <span class=\"hljs-string\">\"0.11\"<\/span>, features = [<span class=\"hljs-string\">\"json\"<\/span>] }<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Step 2: Write the Rust Script<\/h3>\n<p>Here\u2019s a Rust script that fetches token prices and displays any arbitrage opportunities:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">rust<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-rust\"><span class=\"hljs-keyword\">use<\/span> reqwest::Client;<br \/>\n<span class=\"hljs-keyword\">use<\/span> serde::{Deserialize, Serialize};<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_client::rpc_client::RpcClient;<br \/>\n<span class=\"hljs-keyword\">use<\/span> std::collections::HashMap;<br \/>\n<span class=\"hljs-keyword\">use<\/span> tokio::time::{sleep, Duration};<\/p>\n<p><span class=\"hljs-comment\">\/\/ Define data structures for price data<\/span><br \/>\n<span class=\"hljs-meta\">#[derive(Debug, Deserialize, Serialize)]<\/span><br \/>\n<span class=\"hljs-keyword\">struct<\/span> <span class=\"hljs-title class_\">PriceData<\/span> {<br \/>\n    price: <span class=\"hljs-type\">f64<\/span>,<br \/>\n    volume: <span class=\"hljs-type\">f64<\/span>,<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Define structures for different DEXs<\/span><br \/>\n<span class=\"hljs-keyword\">const<\/span> SERUM_API: &amp;<span class=\"hljs-type\">str<\/span> = <span class=\"hljs-string\">\"https:\/\/api.serum.markets\/prices\"<\/span>;<br \/>\n<span class=\"hljs-keyword\">const<\/span> RAYDIUM_API: &amp;<span class=\"hljs-type\">str<\/span> = <span class=\"hljs-string\">\"https:\/\/api.raydium.io\/market\"<\/span>;<\/p>\n<p><span class=\"hljs-comment\">\/\/ Function to fetch prices from Serum<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">fetch_serum_prices<\/span>(client: &amp;Client) <span class=\"hljs-punctuation\">-&gt;<\/span> HashMap&lt;<span class=\"hljs-type\">String<\/span>, PriceData&gt; {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-keyword\">mut <\/span><span class=\"hljs-variable\">prices<\/span> = HashMap::<span class=\"hljs-title function_ invoke__\">new<\/span>();<br \/>\n    <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get<\/span>(SERUM_API).<span class=\"hljs-title function_ invoke__\">send<\/span>().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n        <span class=\"hljs-title function_ invoke__\">Ok<\/span>(response) =&gt; {<br \/>\n            <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Ok<\/span>(price_data) = response.json::&lt;HashMap&lt;<span class=\"hljs-type\">String<\/span>, PriceData&gt;&gt;().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                <span class=\"hljs-title function_ invoke__\">for<\/span> (token, data) <span class=\"hljs-keyword\">in<\/span> price_data {<br \/>\n                    prices.<span class=\"hljs-title function_ invoke__\">insert<\/span>(token.<span class=\"hljs-title function_ invoke__\">clone<\/span>(), data);<br \/>\n                }<br \/>\n            }<br \/>\n        }<br \/>\n        <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; {<br \/>\n            eprintln!(<span class=\"hljs-string\">\"Error fetching Serum prices: {:?}\"<\/span>, e);<br \/>\n        }<br \/>\n    }<br \/>\n    prices<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Function to fetch prices from Raydium<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">fetch_raydium_prices<\/span>(client: &amp;Client) <span class=\"hljs-punctuation\">-&gt;<\/span> HashMap&lt;<span class=\"hljs-type\">String<\/span>, PriceData&gt; {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-keyword\">mut <\/span><span class=\"hljs-variable\">prices<\/span> = HashMap::<span class=\"hljs-title function_ invoke__\">new<\/span>();<br \/>\n    <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get<\/span>(RAYDIUM_API).<span class=\"hljs-title function_ invoke__\">send<\/span>().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n        <span class=\"hljs-title function_ invoke__\">Ok<\/span>(response) =&gt; {<br \/>\n            <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Ok<\/span>(price_data) = response.json::&lt;HashMap&lt;<span class=\"hljs-type\">String<\/span>, PriceData&gt;&gt;().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                <span class=\"hljs-title function_ invoke__\">for<\/span> (token, data) <span class=\"hljs-keyword\">in<\/span> price_data {<br \/>\n                    prices.<span class=\"hljs-title function_ invoke__\">insert<\/span>(token.<span class=\"hljs-title function_ invoke__\">clone<\/span>(), data);<br \/>\n                }<br \/>\n            }<br \/>\n        }<br \/>\n        <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; {<br \/>\n            eprintln!(<span class=\"hljs-string\">\"Error fetching Raydium prices: {:?}\"<\/span>, e);<br \/>\n        }<br \/>\n    }<br \/>\n    prices<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Function to analyze arbitrage opportunities<\/span><br \/>\n<span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">analyze_arbitrage<\/span>(serum_prices: &amp;HashMap&lt;<span class=\"hljs-type\">String<\/span>, PriceData&gt;, raydium_prices: &amp;HashMap&lt;<span class=\"hljs-type\">String<\/span>, PriceData&gt;) {<br \/>\n    <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Analyzing arbitrage opportunities:\"<\/span>);<br \/>\n    <span class=\"hljs-title function_ invoke__\">for<\/span> (token, serum_price) <span class=\"hljs-keyword\">in<\/span> serum_prices {<br \/>\n        <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Some<\/span>(raydium_price) = raydium_prices.<span class=\"hljs-title function_ invoke__\">get<\/span>(token) {<br \/>\n            <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">price_diff<\/span> = (serum_price.price - raydium_price.price).<span class=\"hljs-title function_ invoke__\">abs<\/span>();<br \/>\n            <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">percentage_diff<\/span> = price_diff \/ ((serum_price.price + raydium_price.price) \/ <span class=\"hljs-number\">2.0<\/span>) * <span class=\"hljs-number\">100.0<\/span>;<\/p>\n<p>            <span class=\"hljs-comment\">\/\/ Display arbitrage opportunity if price difference is significant<\/span><br \/>\n            <span class=\"hljs-keyword\">if<\/span> percentage_diff &gt; <span class=\"hljs-number\">1.0<\/span> { <span class=\"hljs-comment\">\/\/ threshold can be adjusted<\/span><br \/>\n                <span class=\"hljs-built_in\">println!<\/span>(<br \/>\n                    <span class=\"hljs-string\">\"Token: {}, Serum Price: {:.2}, Raydium Price: {:.2}, Difference: {:.2}%\"<\/span>,<br \/>\n                    token, serum_price.price, raydium_price.price, percentage_diff<br \/>\n                );<br \/>\n            }<br \/>\n        }<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-meta\">#[tokio::main]<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">main<\/span>() {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">client<\/span> = Client::<span class=\"hljs-title function_ invoke__\">new<\/span>();<br \/>\n    <span class=\"hljs-keyword\">loop<\/span> {<br \/>\n        <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Fetching prices...\"<\/span>);<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Fetch prices from Serum and Raydium<\/span><br \/>\n        <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">serum_prices<\/span> = <span class=\"hljs-title function_ invoke__\">fetch_serum_prices<\/span>(&amp;client).<span class=\"hljs-keyword\">await<\/span>;<br \/>\n        <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">raydium_prices<\/span> = <span class=\"hljs-title function_ invoke__\">fetch_raydium_prices<\/span>(&amp;client).<span class=\"hljs-keyword\">await<\/span>;<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Analyze arbitrage opportunities<\/span><br \/>\n        <span class=\"hljs-title function_ invoke__\">analyze_arbitrage<\/span>(&amp;serum_prices, &amp;raydium_prices);<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Wait before the next check<\/span><br \/>\n        <span class=\"hljs-title function_ invoke__\">sleep<\/span>(Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">30<\/span>)).<span class=\"hljs-keyword\">await<\/span>;<br \/>\n    }<br \/>\n}<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Explanation of the Script<\/h3>\n<ol>\n<li>\n<p><strong>Fetch Prices<\/strong>:<\/p>\n<ul>\n<li><code>fetch_serum_prices<\/code> and <code>fetch_raydium_prices<\/code> use <code>reqwest<\/code> to make HTTP requests to Serum and Raydium APIs, respectively, and parse JSON responses into a <code>HashMap<\/code> of <code>PriceData<\/code> structures.<\/li>\n<li><code>PriceData<\/code> includes the price and volume of the token.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Analyze Arbitrage<\/strong>:<\/p>\n<ul>\n<li><code>analyze_arbitrage<\/code> compares prices between Serum and Raydium for each token. If the price difference exceeds a threshold (1% in this example), it prints the opportunity.<\/li>\n<li>You can adjust the threshold percentage based on your strategy or increase it to only show significant arbitrage opportunities.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Loop<\/strong>:<\/p>\n<ul>\n<li>The main function runs in a loop, fetching and analyzing prices every 30 seconds (adjustable based on your preference).<\/li>\n<li>Using <code>tokio::time::sleep<\/code>, it pauses between cycles to prevent overwhelming the API servers and reduce redundant requests.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Running the Script<\/h3>\n<ol>\n<li>Save the file as <code>main.rs<\/code>.<\/li>\n<li>Run with <code>cargo run<\/code>.<\/li>\n<\/ol>\n<h3>Important Notes<\/h3>\n<ol>\n<li><strong>API Rate Limits<\/strong>: Both Serum and Raydium may have rate limits. Adjust the polling interval if you encounter any issues.<\/li>\n<li><strong>Token Mapping<\/strong>: Make sure to match tokens accurately between DEXs, as tokens may have different tickers or symbols on each exchange.<\/li>\n<li><strong>Liquidity Check<\/strong>: This script currently does not check the liquidity of tokens. You may want to add additional checks on volume if you want to avoid illiquid tokens that can cause slippage.<\/li>\n<\/ol>\n<p>This bot will continuously display arbitrage opportunities, showing tokens with significant price discrepancies between Serum and Raydium on the Solana blockchain. You can expand this with trading logic to execute trades automatically if the price difference is sufficient to cover fees and slippage.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mb-2 flex gap-3 empty:hidden -ml-2\">\n<div class=\"items-center justify-start rounded-xl p-1 flex\">\n<div class=\"flex items-center\">\n<p><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Read aloud\" data-testid=\"voice-play-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11 4.9099C11 4.47485 10.4828 4.24734 10.1621 4.54132L6.67572 7.7372C6.49129 7.90626 6.25019 8.00005 6 8.00005H4C3.44772 8.00005 3 8.44776 3 9.00005V15C3 15.5523 3.44772 16 4 16H6C6.25019 16 6.49129 16.0938 6.67572 16.2629L10.1621 19.4588C10.4828 19.7527 11 19.5252 11 19.0902V4.9099ZM8.81069 3.06701C10.4142 1.59714 13 2.73463 13 4.9099V19.0902C13 21.2655 10.4142 22.403 8.81069 20.9331L5.61102 18H4C2.34315 18 1 16.6569 1 15V9.00005C1 7.34319 2.34315 6.00005 4 6.00005H5.61102L8.81069 3.06701ZM20.3166 6.35665C20.8019 6.09313 21.409 6.27296 21.6725 6.75833C22.5191 8.3176 22.9996 10.1042 22.9996 12.0001C22.9996 13.8507 22.5418 15.5974 21.7323 17.1302C21.4744 17.6185 20.8695 17.8054 20.3811 17.5475C19.8927 17.2896 19.7059 16.6846 19.9638 16.1962C20.6249 14.9444 20.9996 13.5175 20.9996 12.0001C20.9996 10.4458 20.6064 8.98627 19.9149 7.71262C19.6514 7.22726 19.8312 6.62017 20.3166 6.35665ZM15.7994 7.90049C16.241 7.5688 16.8679 7.65789 17.1995 8.09947C18.0156 9.18593 18.4996 10.5379 18.4996 12.0001C18.4996 13.3127 18.1094 14.5372 17.4385 15.5604C17.1357 16.0222 16.5158 16.1511 16.0539 15.8483C15.5921 15.5455 15.4632 14.9255 15.766 14.4637C16.2298 13.7564 16.4996 12.9113 16.4996 12.0001C16.4996 10.9859 16.1653 10.0526 15.6004 9.30063C15.2687 8.85905 15.3578 8.23218 15.7994 7.90049Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Copy\" data-testid=\"copy-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><\/p>\n<div class=\"flex\"><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Good response\" data-testid=\"good-response-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M12.1318 2.50389C12.3321 2.15338 12.7235 1.95768 13.124 2.00775L13.5778 2.06447C16.0449 2.37286 17.636 4.83353 16.9048 7.20993L16.354 8.99999H17.0722C19.7097 8.99999 21.6253 11.5079 20.9313 14.0525L19.5677 19.0525C19.0931 20.7927 17.5124 22 15.7086 22H6C4.34315 22 3 20.6568 3 19V12C3 10.3431 4.34315 8.99999 6 8.99999H8C8.25952 8.99999 8.49914 8.86094 8.6279 8.63561L12.1318 2.50389ZM10 20H15.7086C16.6105 20 17.4008 19.3964 17.6381 18.5262L19.0018 13.5262C19.3488 12.2539 18.391 11 17.0722 11H15C14.6827 11 14.3841 10.8494 14.1956 10.5941C14.0071 10.3388 13.9509 10.0092 14.0442 9.70591L14.9932 6.62175C15.3384 5.49984 14.6484 4.34036 13.5319 4.08468L10.3644 9.62789C10.0522 10.1742 9.56691 10.5859 9 10.8098V19C9 19.5523 9.44772 20 10 20ZM7 11V19C7 19.3506 7.06015 19.6872 7.17071 20H6C5.44772 20 5 19.5523 5 19V12C5 11.4477 5.44772 11 6 11H7Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Bad response\" data-testid=\"bad-response-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11.8727 21.4961C11.6725 21.8466 11.2811 22.0423 10.8805 21.9922L10.4267 21.9355C7.95958 21.6271 6.36855 19.1665 7.09975 16.7901L7.65054 15H6.93226C4.29476 15 2.37923 12.4921 3.0732 9.94753L4.43684 4.94753C4.91145 3.20728 6.49209 2 8.29589 2H18.0045C19.6614 2 21.0045 3.34315 21.0045 5V12C21.0045 13.6569 19.6614 15 18.0045 15H16.0045C15.745 15 15.5054 15.1391 15.3766 15.3644L11.8727 21.4961ZM14.0045 4H8.29589C7.39399 4 6.60367 4.60364 6.36637 5.47376L5.00273 10.4738C4.65574 11.746 5.61351 13 6.93226 13H9.00451C9.32185 13 9.62036 13.1506 9.8089 13.4059C9.99743 13.6612 10.0536 13.9908 9.96028 14.2941L9.01131 17.3782C8.6661 18.5002 9.35608 19.6596 10.4726 19.9153L13.6401 14.3721C13.9523 13.8258 14.4376 13.4141 15.0045 13.1902V5C15.0045 4.44772 14.5568 4 14.0045 4ZM17.0045 13V5C17.0045 4.64937 16.9444 4.31278 16.8338 4H18.0045C18.5568 4 19.0045 4.44772 19.0045 5V12C19.0045 12.5523 18.5568 13 18.0045 13H17.0045Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><\/div>\n<p><span class=\"hidden\"><\/span><\/p>\n<div class=\"flex items-center pb-0\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md\"><path d=\"M3.06957 10.8763C3.62331 6.43564 7.40967 3 12 3C14.2824 3 16.4028 3.85067 18.0118 5.25439V4C18.0118 3.44772 18.4595 3 19.0118 3C19.5641 3 20.0118 3.44772 20.0118 4V8C20.0118 8.55228 19.5641 9 19.0118 9H15C14.4477 9 14 8.55228 14 8C14 7.44772 14.4477 7 15 7H16.9571C15.6757 5.76379 13.9101 5 12 5C8.43108 5 5.48466 7.67174 5.0542 11.1237C4.98586 11.6718 4.48619 12.0607 3.93815 11.9923C3.39011 11.924 3.00123 11.4243 3.06957 10.8763ZM20.0618 12.0077C20.6099 12.076 20.9988 12.5757 20.9304 13.1237C20.3767 17.5644 16.5903 21 12 21C9.72322 21 7.60762 20.1535 5.99999 18.7559V20C5.99999 20.5523 5.55228 21 4.99999 21C4.44771 21 3.99999 20.5523 3.99999 20V16C3.99999 15.4477 4.44771 15 4.99999 15H8.99999C9.55228 15 9.99999 15.4477 9.99999 16C9.99999 16.5523 9.55228 17 8.99999 17H7.04285C8.32433 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focus-visible:outline-none focus-visible:outline-black disabled:text-[#f4f4f4] disabled:hover:opacity-100 dark:focus-visible:outline-white disabled:dark:bg-token-text-quaternary dark:disabled:text-token-main-surface-secondary bg-black text-white dark:bg-white dark:text-black disabled:bg-[#D7D7D7]\"><svg width=\"32\" height=\"32\" viewbox=\"0 0 32 32\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-2xl\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M15.1918 8.90615C15.6381 8.45983 16.3618 8.45983 16.8081 8.90615L21.9509 14.049C22.3972 14.4953 22.3972 15.2189 21.9509 15.6652C21.5046 16.1116 20.781 16.1116 20.3347 15.6652L17.1428 12.4734V22.2857C17.1428 22.9169 16.6311 23.4286 15.9999 23.4286C15.3688 23.4286 14.8571 22.9169 14.8571 22.2857V12.4734L11.6652 15.6652C11.2189 16.1116 10.4953 16.1116 10.049 15.6652C9.60265 15.2189 9.60265 14.4953 10.049 14.049L15.1918 8.90615Z\" fill=\"currentColor\"><\/path><\/svg><\/button><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/form>\n<\/div>\n<\/div>\n<div class=\"relative w-full px-2 py-2 text-center text-xs text-token-text-secondary empty:hidden md:px-[60px]\">\n<div class=\"min-h-4\">\n<div>ChatGPT can make mistakes. Check important info.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5The last step is to implement functionality for &#8220;Sandwich&#8221; attacks:<\/p>\n<p>\u27a5The bot should initiate a transaction ahead of time after assessing the whale&#8217;s purchase.<\/p>\n<p>#ChatGPT can handle this task efficiently.[\/et_pb_text][et_pb_video src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/4.ts_.mp4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][et_pb_accordion _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;make a script for the solana blockchain which will send transactions for huge buyers based on transactions of the solana ChatGPT said: ChatGPT&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div data-message-author-role=\"assistant\" data-message-id=\"2f9364ab-fe00-4a82-a620-35e6f4791e5b\" dir=\"auto\" class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>Creating a script to send transactions on the Solana blockchain based on the activity of &#8220;huge buyers&#8221; requires tracking significant transactions, analyzing them in real time, and automating responses if certain criteria are met. This is particularly useful for trading bots that follow &#8220;whale&#8221; activity in DeFi protocols or token markets.<\/p>\n<p>Here\u2019s a general approach to accomplish this in Rust:<\/p>\n<ol>\n<li><strong>Track Transactions<\/strong>: Monitor Solana transactions to identify large trades, such as transfers of tokens above a certain threshold.<\/li>\n<li><strong>Analyze for Huge Buyers<\/strong>: Filter out transactions with amounts exceeding a specified value, indicating a &#8220;huge buyer.&#8221;<\/li>\n<li><strong>Automate Response<\/strong>: Send a transaction in response (e.g., buying the same asset or transferring a specified token).<\/li>\n<\/ol>\n<h3>Requirements<\/h3>\n<ul>\n<li><strong>Rust crates<\/strong>:\n<ul>\n<li><code>solana-client<\/code> for interacting with the Solana blockchain.<\/li>\n<li><code>solana-sdk<\/code> for building and sending transactions.<\/li>\n<li><code>serde<\/code> and <code>serde_json<\/code> for JSON handling.<\/li>\n<li><code>tokio<\/code> for asynchronous processing.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><code>Cargo.toml<\/code> Dependencies<\/h3>\n<p>In your <code>Cargo.toml<\/code> file, add the following dependencies:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">toml<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-toml\"><span class=\"hljs-section\">[dependencies]<\/span><br \/>\n<span class=\"hljs-attr\">solana-client<\/span> = <span class=\"hljs-string\">\"2.0\"<\/span><br \/>\n<span class=\"hljs-attr\">solana-sdk<\/span> = <span class=\"hljs-string\">\"1.14\"<\/span><br \/>\n<span class=\"hljs-attr\">serde<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"derive\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">serde_json<\/span> = <span class=\"hljs-string\">\"1.0\"<\/span><br \/>\n<span class=\"hljs-attr\">tokio<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"full\"<\/span>] }<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Rust Script<\/h3>\n<p>Here\u2019s a script to monitor the blockchain, detect large transactions, and trigger a response:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">rust<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-rust\"><span class=\"hljs-keyword\">use<\/span> solana_client::rpc_client::RpcClient;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_client::rpc_config::{RpcSignaturesForAddressConfig, RpcTransactionConfig};<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::commitment_config::CommitmentConfig;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::pubkey::Pubkey;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::signature::{Keypair, Signer};<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::system_instruction;<br \/>\n<span class=\"hljs-keyword\">use<\/span> solana_sdk::transaction::Transaction;<br \/>\n<span class=\"hljs-keyword\">use<\/span> tokio::time::{sleep, Duration};<br \/>\n<span class=\"hljs-keyword\">use<\/span> std::<span class=\"hljs-type\">str<\/span>::FromStr;<\/p>\n<p><span class=\"hljs-comment\">\/\/ Define constants and thresholds<\/span><br \/>\n<span class=\"hljs-keyword\">const<\/span> HUGE_BUY_THRESHOLD: <span class=\"hljs-type\">f64<\/span> = <span class=\"hljs-number\">1000.0<\/span>; <span class=\"hljs-comment\">\/\/ Set to your desired threshold (e.g., 1000 tokens)<\/span><br \/>\n<span class=\"hljs-keyword\">const<\/span> SOLANA_RPC_URL: &amp;<span class=\"hljs-type\">str<\/span> = <span class=\"hljs-string\">\"https:\/\/api.mainnet-beta.solana.com\"<\/span>;<br \/>\n<span class=\"hljs-keyword\">const<\/span> TARGET_TOKEN_MINT: &amp;<span class=\"hljs-type\">str<\/span> = <span class=\"hljs-string\">\"INSERT_TOKEN_MINT_HERE\"<\/span>; <span class=\"hljs-comment\">\/\/ Replace with your target token mint address<\/span><\/p>\n<p><span class=\"hljs-meta\">#[tokio::main]<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">main<\/span>() {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">client<\/span> = RpcClient::<span class=\"hljs-title function_ invoke__\">new_with_commitment<\/span>(SOLANA_RPC_URL.<span class=\"hljs-title function_ invoke__\">to_string<\/span>(), CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>());<\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Create a keypair for the bot account (private key required for signing transactions)<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">bot_keypair<\/span> = Keypair::<span class=\"hljs-title function_ invoke__\">new<\/span>(); <span class=\"hljs-comment\">\/\/ Replace with a stored keypair in a production app<\/span><\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Monitor for large transactions in a loop<\/span><br \/>\n    <span class=\"hljs-keyword\">loop<\/span> {<br \/>\n        <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Checking for large transactions...\"<\/span>);<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Fetch recent transactions for the target token mint<\/span><br \/>\n        <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Ok<\/span>(signatures) = client.<span class=\"hljs-title function_ invoke__\">get_signatures_for_address_with_config<\/span>(<br \/>\n            &amp;Pubkey::<span class=\"hljs-title function_ invoke__\">from_str<\/span>(TARGET_TOKEN_MINT).<span class=\"hljs-title function_ invoke__\">unwrap<\/span>(),<br \/>\n            RpcSignaturesForAddressConfig {<br \/>\n                limit: <span class=\"hljs-title function_ invoke__\">Some<\/span>(<span class=\"hljs-number\">10<\/span>),<br \/>\n                commitment: <span class=\"hljs-title function_ invoke__\">Some<\/span>(CommitmentConfig::<span class=\"hljs-title function_ invoke__\">confirmed<\/span>()),<br \/>\n                ..RpcSignaturesForAddressConfig::<span class=\"hljs-title function_ invoke__\">default<\/span>()<br \/>\n            },<br \/>\n        ) {<br \/>\n            <span class=\"hljs-keyword\">for<\/span> <span class=\"hljs-variable\">signature_info<\/span> <span class=\"hljs-keyword\">in<\/span> signatures {<br \/>\n                <span class=\"hljs-comment\">\/\/ Retrieve transaction details<\/span><br \/>\n                <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Ok<\/span>(<span class=\"hljs-title function_ invoke__\">Some<\/span>(transaction)) = client.<span class=\"hljs-title function_ invoke__\">get_transaction<\/span>(&amp;signature_info.signature, RpcTransactionConfig::<span class=\"hljs-title function_ invoke__\">default<\/span>()) {<br \/>\n                    <span class=\"hljs-comment\">\/\/ Check transaction amount for large buyers<\/span><br \/>\n                    <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Some<\/span>(amount) = <span class=\"hljs-title function_ invoke__\">analyze_transaction_for_large_buy<\/span>(&amp;transaction) {<br \/>\n                        <span class=\"hljs-keyword\">if<\/span> amount &gt; HUGE_BUY_THRESHOLD {<br \/>\n                            <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Detected huge buy of {} tokens in transaction {}\"<\/span>, amount, signature_info.signature);<\/p>\n<p>                            <span class=\"hljs-comment\">\/\/ Trigger response - Send a purchase transaction in response<\/span><br \/>\n                            <span class=\"hljs-keyword\">match<\/span> <span class=\"hljs-title function_ invoke__\">send_response_transaction<\/span>(&amp;client, &amp;bot_keypair).<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                                <span class=\"hljs-title function_ invoke__\">Ok<\/span>(_) =&gt; <span class=\"hljs-built_in\">println!<\/span>(<span class=\"hljs-string\">\"Successfully responded to huge buy!\"<\/span>),<br \/>\n                                <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; eprintln!(<span class=\"hljs-string\">\"Failed to send response transaction: {:?}\"<\/span>, e),<br \/>\n                            }<br \/>\n                        }<br \/>\n                    }<br \/>\n                }<br \/>\n            }<br \/>\n        }<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Wait before the next check<\/span><br \/>\n        <span class=\"hljs-title function_ invoke__\">sleep<\/span>(Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">30<\/span>)).<span class=\"hljs-keyword\">await<\/span>;<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Function to analyze transaction details and check for large buys<\/span><br \/>\n<span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">analyze_transaction_for_large_buy<\/span>(transaction: &amp;solana_client::rpc_response::RpcTransaction) <span class=\"hljs-punctuation\">-&gt;<\/span> <span class=\"hljs-type\">Option<\/span>&lt;<span class=\"hljs-type\">f64<\/span>&gt; {<br \/>\n    <span class=\"hljs-comment\">\/\/ Parse transaction instructions to detect token transfer amount (requires custom parsing per token program)<\/span><br \/>\n    <span class=\"hljs-comment\">\/\/ Placeholder - Actual parsing logic will depend on token program and Solana program accounts used.<\/span><br \/>\n    <span class=\"hljs-comment\">\/\/ This is just a mock example.<\/span><br \/>\n    <span class=\"hljs-title function_ invoke__\">Some<\/span>(<span class=\"hljs-number\">1200.0<\/span>) <span class=\"hljs-comment\">\/\/ Replace with actual parsing logic for your use case<\/span><br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Function to send a response transaction<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">send_response_transaction<\/span>(client: &amp;RpcClient, payer: &amp;Keypair) <span class=\"hljs-punctuation\">-&gt;<\/span> <span class=\"hljs-type\">Result<\/span>&lt;(), <span class=\"hljs-type\">Box<\/span>&lt;<span class=\"hljs-keyword\">dyn<\/span> std::error::Error&gt;&gt; {<br \/>\n    <span class=\"hljs-comment\">\/\/ Define recipient and amount (in lamports)<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">recipient_pubkey<\/span> = Pubkey::<span class=\"hljs-title function_ invoke__\">from_str<\/span>(<span class=\"hljs-string\">\"INSERT_RECIPIENT_ADDRESS_HERE\"<\/span>).<span class=\"hljs-title function_ invoke__\">unwrap<\/span>();<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">lamports<\/span> = <span class=\"hljs-number\">1_000_000<\/span>; <span class=\"hljs-comment\">\/\/ Example amount - adjust based on token and strategy<\/span><\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Build a transfer transaction<\/span><br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">transaction<\/span> = Transaction::<span class=\"hljs-title function_ invoke__\">new_signed_with_payer<\/span>(<br \/>\n        &amp;[system_instruction::<span class=\"hljs-title function_ invoke__\">transfer<\/span>(&amp;payer.<span class=\"hljs-title function_ invoke__\">pubkey<\/span>(), &amp;recipient_pubkey, lamports)],<br \/>\n        <span class=\"hljs-title function_ invoke__\">Some<\/span>(&amp;payer.<span class=\"hljs-title function_ invoke__\">pubkey<\/span>()),<br \/>\n        &amp;[payer],<br \/>\n        client.<span class=\"hljs-title function_ invoke__\">get_recent_blockhash<\/span>()?.<span class=\"hljs-number\">0<\/span>,<br \/>\n    );<\/p>\n<p>    <span class=\"hljs-comment\">\/\/ Send transaction<\/span><br \/>\n    client.<span class=\"hljs-title function_ invoke__\">send_and_confirm_transaction<\/span>(&amp;transaction)?;<br \/>\n    <span class=\"hljs-title function_ invoke__\">Ok<\/span>(())<br \/>\n}<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Explanation<\/h3>\n<ol>\n<li>\n<p><strong>Track Transactions for Huge Buys<\/strong>:<\/p>\n<ul>\n<li><code>analyze_transaction_for_large_buy<\/code> checks if a transaction exceeds the defined <code>HUGE_BUY_THRESHOLD<\/code>. This example uses a mock value, but in practice, it requires parsing the transaction\u2019s instructions to determine the token amount.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Send a Response Transaction<\/strong>:<\/p>\n<ul>\n<li><code>send_response_transaction<\/code> sends a predefined amount of SOL to a recipient or buys the same token based on strategy.<\/li>\n<li>The example creates a simple SOL transfer transaction; for a token purchase, integrate a specific program or DEX interaction.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Loop for Continuous Monitoring<\/strong>:<\/p>\n<ul>\n<li>The script continuously monitors transactions and triggers responses if a huge buy is detected. The delay (<code>30 seconds<\/code>) is adjustable for optimized performance.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Running the Script<\/h3>\n<ol>\n<li><strong>Save the File<\/strong>: Save the script as <code>main.rs<\/code>.<\/li>\n<li><strong>Run with Cargo<\/strong>: <code>cargo run<\/code>.<\/li>\n<\/ol>\n<h3>Key Considerations<\/h3>\n<ul>\n<li><strong>Transaction Parsing<\/strong>: Solana\u2019s transaction instructions can vary depending on the token program. You\u2019ll need to adapt <code>analyze_transaction_for_large_buy<\/code> to parse transaction data according to your token\u2019s program.<\/li>\n<li><strong>DEX Integration<\/strong>: To automate token purchases in response to whale activity, integrate DEX-specific instructions (like Serum or Raydium).<\/li>\n<li><strong>Error Handling and Security<\/strong>: This script uses a keypair generated at runtime. In production, securely store and load the keypair (e.g., using a secret manager) and add error handling for transaction failures and Solana API rate limits.<\/li>\n<\/ul>\n<p>With this structure, the bot monitors for large Solana token purchases, allowing you to capture whale movements and send transactions as a response.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mb-2 flex gap-3 empty:hidden -ml-2\">\n<div class=\"items-center justify-start rounded-xl p-1 flex\">\n<div class=\"flex items-center\">\n<p><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Read aloud\" data-testid=\"voice-play-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11 4.9099C11 4.47485 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10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><\/p>\n<div class=\"flex\"><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Good response\" data-testid=\"good-response-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M12.1318 2.50389C12.3321 2.15338 12.7235 1.95768 13.124 2.00775L13.5778 2.06447C16.0449 2.37286 17.636 4.83353 16.9048 7.20993L16.354 8.99999H17.0722C19.7097 8.99999 21.6253 11.5079 20.9313 14.0525L19.5677 19.0525C19.0931 20.7927 17.5124 22 15.7086 22H6C4.34315 22 3 20.6568 3 19V12C3 10.3431 4.34315 8.99999 6 8.99999H8C8.25952 8.99999 8.49914 8.86094 8.6279 8.63561L12.1318 2.50389ZM10 20H15.7086C16.6105 20 17.4008 19.3964 17.6381 18.5262L19.0018 13.5262C19.3488 12.2539 18.391 11 17.0722 11H15C14.6827 11 14.3841 10.8494 14.1956 10.5941C14.0071 10.3388 13.9509 10.0092 14.0442 9.70591L14.9932 6.62175C15.3384 5.49984 14.6484 4.34036 13.5319 4.08468L10.3644 9.62789C10.0522 10.1742 9.56691 10.5859 9 10.8098V19C9 19.5523 9.44772 20 10 20ZM7 11V19C7 19.3506 7.06015 19.6872 7.17071 20H6C5.44772 20 5 19.5523 5 19V12C5 11.4477 5.44772 11 6 11H7Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Bad response\" data-testid=\"bad-response-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11.8727 21.4961C11.6725 21.8466 11.2811 22.0423 10.8805 21.9922L10.4267 21.9355C7.95958 21.6271 6.36855 19.1665 7.09975 16.7901L7.65054 15H6.93226C4.29476 15 2.37923 12.4921 3.0732 9.94753L4.43684 4.94753C4.91145 3.20728 6.49209 2 8.29589 2H18.0045C19.6614 2 21.0045 3.34315 21.0045 5V12C21.0045 13.6569 19.6614 15 18.0045 15H16.0045C15.745 15 15.5054 15.1391 15.3766 15.3644L11.8727 21.4961ZM14.0045 4H8.29589C7.39399 4 6.60367 4.60364 6.36637 5.47376L5.00273 10.4738C4.65574 11.746 5.61351 13 6.93226 13H9.00451C9.32185 13 9.62036 13.1506 9.8089 13.4059C9.99743 13.6612 10.0536 13.9908 9.96028 14.2941L9.01131 17.3782C8.6661 18.5002 9.35608 19.6596 10.4726 19.9153L13.6401 14.3721C13.9523 13.8258 14.4376 13.4141 15.0045 13.1902V5C15.0045 4.44772 14.5568 4 14.0045 4ZM17.0045 13V5C17.0045 4.64937 16.9444 4.31278 16.8338 4H18.0045C18.5568 4 19.0045 4.44772 19.0045 5V12C19.0045 12.5523 18.5568 13 18.0045 13H17.0045Z\" fill=\"currentColor\"><\/path><\/svg><\/span><\/button><\/span><\/div>\n<p><span class=\"hidden\"><\/span><\/p>\n<div class=\"flex items-center pb-0\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md\"><path d=\"M3.06957 10.8763C3.62331 6.43564 7.40967 3 12 3C14.2824 3 16.4028 3.85067 18.0118 5.25439V4C18.0118 3.44772 18.4595 3 19.0118 3C19.5641 3 20.0118 3.44772 20.0118 4V8C20.0118 8.55228 19.5641 9 19.0118 9H15C14.4477 9 14 8.55228 14 8C14 7.44772 14.4477 7 15 7H16.9571C15.6757 5.76379 13.9101 5 12 5C8.43108 5 5.48466 7.67174 5.0542 11.1237C4.98586 11.6718 4.48619 12.0607 3.93815 11.9923C3.39011 11.924 3.00123 11.4243 3.06957 10.8763ZM20.0618 12.0077C20.6099 12.076 20.9988 12.5757 20.9304 13.1237C20.3767 17.5644 16.5903 21 12 21C9.72322 21 7.60762 20.1535 5.99999 18.7559V20C5.99999 20.5523 5.55228 21 4.99999 21C4.44771 21 3.99999 20.5523 3.99999 20V16C3.99999 15.4477 4.44771 15 4.99999 15H8.99999C9.55228 15 9.99999 15.4477 9.99999 16C9.99999 16.5523 9.55228 17 8.99999 17H7.04285C8.32433 18.2362 10.0899 19 12 19C15.5689 19 18.5153 16.3283 18.9458 12.8763C19.0141 12.3282 19.5138 11.9393 20.0618 12.0077Z\" fill=\"currentColor\"><\/path><\/svg><span class=\"overflow-hidden text-clip whitespace-nowrap text-sm\">4o<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Once all elements of the bot are finalized, we\u2019ll integrate them into a cohesive unit.<\/p>\n<p>\u27a5Compile all sections of the code into one request and ask to merge them into a working script.<\/p>\n<p>\u27a5Ultimately, you&#8217;ll have a fully functional MEV bot![\/et_pb_text][et_pb_video src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/5.ts_.mp4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][et_pb_accordion _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Find Arbitrage Opportunities&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Qurey:<\/p>\n<p>\/\/find arbitrage opportunities<br \/>let opportunities = find_arbitrage_opportunities(price);<\/p>\n<p>\/\/Print Results<br \/>for opportunities in opportunities {<br \/>printint{<br \/>&#8220;Arbitrage Opportunity: Token{}, Buy Price{}, Sell Price{}, Profit Margin: {&#8220;:2}%&#8221;,<br \/>opportunity token, opportunity buy_price.<br \/>opportunity sell.price, opportunity profit margin<br \/>}:<br \/>}<br \/>OK({})<br \/>}<\/p>\n<p>\/\/ Fetch price from DEX 1 (Raydium or Orca)<br \/>async fn fetch price<\/p>\n<p>&nbsp;<\/p>\n<div class=\"flex-1 overflow-hidden\">\n<div class=\"h-full\">\n<div class=\"react-scroll-to-bottom--css-qsusd-79elbk h-full\">\n<div class=\"react-scroll-to-bottom--css-qsusd-1n7m0yu\">\n<div class=\"flex flex-col text-sm md:pb-9\">\n<article class=\"w-full text-token-text-primary focus-visible:outline-2 focus-visible:outline-offset-[-4px]\" dir=\"auto\" data-testid=\"conversation-turn-11\" data-scroll-anchor=\"true\">\n<div class=\"m-auto text-base py-[18px] px-3 md:px-4 w-full md:px-5 lg:px-4 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-4 text-base md:gap-5 lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div data-message-author-role=\"assistant\" data-message-id=\"4e8cb843-1974-4213-ab9b-ca0ffa23889b\" dir=\"auto\" class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>To find arbitrage opportunities between different DEXs on the Solana blockchain, you can create a Rust script that retrieves token prices from each DEX, identifies price discrepancies, and calculates potential profit margins. Here\u2019s a script to get you started, following the structure of your pseudocode and fetching prices from two DEXs (Raydium and Orca as an example).<\/p>\n<h3>Step 1: Setup Dependencies<\/h3>\n<p>In <code>Cargo.toml<\/code>, add these dependencies:<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">toml<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-toml\"><span class=\"hljs-section\">[dependencies]<\/span><br \/>\n<span class=\"hljs-attr\">reqwest<\/span> = { version = <span class=\"hljs-string\">\"0.11\"<\/span>, features = [<span class=\"hljs-string\">\"json\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">tokio<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"full\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">serde<\/span> = { version = <span class=\"hljs-string\">\"1.0\"<\/span>, features = [<span class=\"hljs-string\">\"derive\"<\/span>] }<br \/>\n<span class=\"hljs-attr\">serde_json<\/span> = <span class=\"hljs-string\">\"1.0\"<\/span><br \/>\n<\/code><\/div>\n<\/div>\n<h3>Step 2: Implement the Rust Script<\/h3>\n<p>Here\u2019s the Rust script that fetches prices from Raydium and Orca, finds arbitrage opportunities, and prints them out.<\/p>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary\">rust<\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center py-1\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-sm\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7 5C7 3.34315 8.34315 2 10 2H19C20.6569 2 22 3.34315 22 5V14C22 15.6569 20.6569 17 19 17H17V19C17 20.6569 15.6569 22 14 22H5C3.34315 22 2 20.6569 2 19V10C2 8.34315 3.34315 7 5 7H7V5ZM9 7H14C15.6569 7 17 8.34315 17 10V15H19C19.5523 15 20 14.5523 20 14V5C20 4.44772 19.5523 4 19 4H10C9.44772 4 9 4.44772 9 5V7ZM5 9C4.44772 9 4 9.44772 4 10V19C4 19.5523 4.44772 20 5 20H14C14.5523 20 15 19.5523 15 19V10C15 9.44772 14.5523 9 14 9H5Z\" fill=\"currentColor\"><\/path><\/svg>Copy code<\/button><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><code class=\"!whitespace-pre hljs language-rust\"><span class=\"hljs-keyword\">use<\/span> reqwest::Client;<br \/>\n<span class=\"hljs-keyword\">use<\/span> serde::{Deserialize, Serialize};<br \/>\n<span class=\"hljs-keyword\">use<\/span> std::collections::HashMap;<br \/>\n<span class=\"hljs-keyword\">use<\/span> tokio::time::{sleep, Duration};<\/p>\n<p><span class=\"hljs-meta\">#[derive(Debug, Deserialize, Serialize, Clone)]<\/span><br \/>\n<span class=\"hljs-keyword\">struct<\/span> <span class=\"hljs-title class_\">PriceData<\/span> {<br \/>\n    token: <span class=\"hljs-type\">String<\/span>,<br \/>\n    buy_price: <span class=\"hljs-type\">f64<\/span>,<br \/>\n    sell_price: <span class=\"hljs-type\">f64<\/span>,<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Fetch prices from Raydium (dummy API endpoint, replace with actual endpoint as available)<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">fetch_price_from_raydium<\/span>(client: &amp;Client, token: &amp;<span class=\"hljs-type\">str<\/span>) <span class=\"hljs-punctuation\">-&gt;<\/span> <span class=\"hljs-type\">Option<\/span>&lt;<span class=\"hljs-type\">f64<\/span>&gt; {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">url<\/span> = <span class=\"hljs-built_in\">format!<\/span>(<span class=\"hljs-string\">\"https:\/\/api.raydium.io\/pairs\/{}\"<\/span>, token);<br \/>\n    <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get<\/span>(&amp;url).<span class=\"hljs-title function_ invoke__\">send<\/span>().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n        <span class=\"hljs-title function_ invoke__\">Ok<\/span>(response) =&gt; {<br \/>\n            <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Ok<\/span>(price_data) = response.json::&lt;HashMap&lt;<span class=\"hljs-type\">String<\/span>, <span class=\"hljs-type\">f64<\/span>&gt;&gt;().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                price_data.<span class=\"hljs-title function_ invoke__\">get<\/span>(<span class=\"hljs-string\">\"price\"<\/span>).<span class=\"hljs-title function_ invoke__\">cloned<\/span>() <span class=\"hljs-comment\">\/\/ Adjust key based on Raydium API format<\/span><br \/>\n            } <span class=\"hljs-keyword\">else<\/span> {<br \/>\n                <span class=\"hljs-literal\">None<\/span><br \/>\n            }<br \/>\n        }<br \/>\n        <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; {<br \/>\n            eprintln!(<span class=\"hljs-string\">\"Error fetching price from Raydium for {}: {:?}\"<\/span>, token, e);<br \/>\n            <span class=\"hljs-literal\">None<\/span><br \/>\n        }<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Fetch prices from Orca (dummy API endpoint, replace with actual endpoint as available)<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">fetch_price_from_orca<\/span>(client: &amp;Client, token: &amp;<span class=\"hljs-type\">str<\/span>) <span class=\"hljs-punctuation\">-&gt;<\/span> <span class=\"hljs-type\">Option<\/span>&lt;<span class=\"hljs-type\">f64<\/span>&gt; {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">url<\/span> = <span class=\"hljs-built_in\">format!<\/span>(<span class=\"hljs-string\">\"https:\/\/api.orca.so\/pairs\/{}\"<\/span>, token);<br \/>\n    <span class=\"hljs-keyword\">match<\/span> client.<span class=\"hljs-title function_ invoke__\">get<\/span>(&amp;url).<span class=\"hljs-title function_ invoke__\">send<\/span>().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n        <span class=\"hljs-title function_ invoke__\">Ok<\/span>(response) =&gt; {<br \/>\n            <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Ok<\/span>(price_data) = response.json::&lt;HashMap&lt;<span class=\"hljs-type\">String<\/span>, <span class=\"hljs-type\">f64<\/span>&gt;&gt;().<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                price_data.<span class=\"hljs-title function_ invoke__\">get<\/span>(<span class=\"hljs-string\">\"price\"<\/span>).<span class=\"hljs-title function_ invoke__\">cloned<\/span>() <span class=\"hljs-comment\">\/\/ Adjust key based on Orca API format<\/span><br \/>\n            } <span class=\"hljs-keyword\">else<\/span> {<br \/>\n                <span class=\"hljs-literal\">None<\/span><br \/>\n            }<br \/>\n        }<br \/>\n        <span class=\"hljs-title function_ invoke__\">Err<\/span>(e) =&gt; {<br \/>\n            eprintln!(<span class=\"hljs-string\">\"Error fetching price from Orca for {}: {:?}\"<\/span>, token, e);<br \/>\n            <span class=\"hljs-literal\">None<\/span><br \/>\n        }<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Find arbitrage opportunities between two DEXs<\/span><br \/>\n<span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">find_arbitrage_opportunities<\/span>(price_data: &amp;<span class=\"hljs-type\">Vec<\/span>&lt;PriceData&gt;) <span class=\"hljs-punctuation\">-&gt;<\/span> <span class=\"hljs-type\">Vec<\/span>&lt;PriceData&gt; {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-keyword\">mut <\/span><span class=\"hljs-variable\">opportunities<\/span> = <span class=\"hljs-type\">Vec<\/span>::<span class=\"hljs-title function_ invoke__\">new<\/span>();<br \/>\n    <span class=\"hljs-keyword\">for<\/span> <span class=\"hljs-variable\">data<\/span> <span class=\"hljs-keyword\">in<\/span> price_data {<br \/>\n        <span class=\"hljs-keyword\">if<\/span> data.sell_price &gt; data.buy_price {<br \/>\n            <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">profit_margin<\/span> = ((data.sell_price - data.buy_price) \/ data.buy_price) * <span class=\"hljs-number\">100.0<\/span>;<br \/>\n            <span class=\"hljs-keyword\">if<\/span> profit_margin &gt; <span class=\"hljs-number\">1.0<\/span> { <span class=\"hljs-comment\">\/\/ Threshold for printing arbitrage opportunity<\/span><br \/>\n                opportunities.<span class=\"hljs-title function_ invoke__\">push<\/span>(PriceData {<br \/>\n                    token: data.token.<span class=\"hljs-title function_ invoke__\">clone<\/span>(),<br \/>\n                    buy_price: data.buy_price,<br \/>\n                    sell_price: data.sell_price,<br \/>\n                });<br \/>\n            }<br \/>\n        }<br \/>\n    }<br \/>\n    opportunities<br \/>\n}<\/p>\n<p><span class=\"hljs-comment\">\/\/ Print arbitrage opportunities<\/span><br \/>\n<span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">print_opportunities<\/span>(opportunities: <span class=\"hljs-type\">Vec<\/span>&lt;PriceData&gt;) {<br \/>\n    <span class=\"hljs-keyword\">for<\/span> <span class=\"hljs-variable\">opportunity<\/span> <span class=\"hljs-keyword\">in<\/span> opportunities {<br \/>\n        <span class=\"hljs-built_in\">println!<\/span>(<br \/>\n            <span class=\"hljs-string\">\"Arbitrage Opportunity: Token {}, Buy Price: {:.2}, Sell Price: {:.2}, Profit Margin: {:.2}%\"<\/span>,<br \/>\n            opportunity.token, opportunity.buy_price, opportunity.sell_price,<br \/>\n            ((opportunity.sell_price - opportunity.buy_price) \/ opportunity.buy_price) * <span class=\"hljs-number\">100.0<\/span><br \/>\n        );<br \/>\n    }<br \/>\n}<\/p>\n<p><span class=\"hljs-meta\">#[tokio::main]<\/span><br \/>\n<span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-keyword\">fn<\/span> <span class=\"hljs-title function_\">main<\/span>() {<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">client<\/span> = Client::<span class=\"hljs-title function_ invoke__\">new<\/span>();<br \/>\n    <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">tokens<\/span> = <span class=\"hljs-built_in\">vec!<\/span>[<span class=\"hljs-string\">\"SOL\/USDC\"<\/span>, <span class=\"hljs-string\">\"SRM\/USDC\"<\/span>]; <span class=\"hljs-comment\">\/\/ Replace with token pairs you want to monitor<\/span><\/p>\n<p>    <span class=\"hljs-keyword\">loop<\/span> {<br \/>\n        <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-keyword\">mut <\/span><span class=\"hljs-variable\">price_data<\/span> = <span class=\"hljs-type\">Vec<\/span>::<span class=\"hljs-title function_ invoke__\">new<\/span>();<\/p>\n<p>        <span class=\"hljs-keyword\">for<\/span> <span class=\"hljs-variable\">token<\/span> <span class=\"hljs-keyword\">in<\/span> &amp;tokens {<br \/>\n            <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Some<\/span>(raydium_price) = <span class=\"hljs-title function_ invoke__\">fetch_price_from_raydium<\/span>(&amp;client, token).<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">Some<\/span>(orca_price) = <span class=\"hljs-title function_ invoke__\">fetch_price_from_orca<\/span>(&amp;client, token).<span class=\"hljs-keyword\">await<\/span> {<br \/>\n                    <span class=\"hljs-comment\">\/\/ Assume Raydium is buy price and Orca is sell price for arbitrage<\/span><br \/>\n                    price_data.<span class=\"hljs-title function_ invoke__\">push<\/span>(PriceData {<br \/>\n                        token: token.<span class=\"hljs-title function_ invoke__\">to_string<\/span>(),<br \/>\n                        buy_price: raydium_price,<br \/>\n                        sell_price: orca_price,<br \/>\n                    });<br \/>\n                }<br \/>\n            }<br \/>\n        }<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Find and print arbitrage opportunities<\/span><br \/>\n        <span class=\"hljs-keyword\">let<\/span> <span class=\"hljs-variable\">opportunities<\/span> = <span class=\"hljs-title function_ invoke__\">find_arbitrage_opportunities<\/span>(&amp;price_data);<br \/>\n        <span class=\"hljs-title function_ invoke__\">print_opportunities<\/span>(opportunities);<\/p>\n<p>        <span class=\"hljs-comment\">\/\/ Wait before checking again<\/span><br \/>\n        <span class=\"hljs-title function_ invoke__\">sleep<\/span>(Duration::<span class=\"hljs-title function_ invoke__\">from_secs<\/span>(<span class=\"hljs-number\">60<\/span>)).<span class=\"hljs-keyword\">await<\/span>;<br \/>\n    }<br \/>\n}<br \/>\n<\/code><\/div>\n<\/div>\n<h3>Explanation<\/h3>\n<ol>\n<li>\n<p><strong>Fetch Price Data<\/strong>:<\/p>\n<ul>\n<li><code>fetch_price_from_raydium<\/code> and <code>fetch_price_from_orca<\/code> get the prices from Raydium and Orca using their API endpoints.<\/li>\n<li>Make sure to replace the dummy URLs with actual API endpoints and adjust parsing to fit their format.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Arbitrage Detection<\/strong>:<\/p>\n<ul>\n<li><code>find_arbitrage_opportunities<\/code> takes price data, calculates the profit margin, and filters any arbitrage opportunities where the <code>sell_price<\/code> is higher than the <code>buy_price<\/code> by at least 1%.<\/li>\n<li>You can adjust the profit margin threshold as needed.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Printing Opportunities<\/strong>:<\/p>\n<ul>\n<li><code>print_opportunities<\/code> prints any arbitrage opportunities found, including token names, buy and sell prices, and profit margins.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Main Loop<\/strong>:<\/p>\n<ul>\n<li>The main function fetches and compares prices in a loop, refreshing every 60 seconds (adjustable).<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Running the Script<\/h3>\n<ol>\n<li>Save the file as <code>main.rs<\/code>.<\/li>\n<li>Run with <code>cargo run<\/code>.<\/li>\n<\/ol>\n<h3>Important Notes<\/h3>\n<ul>\n<li><strong>API Rate Limits<\/strong>: Some DEX APIs may have rate limits, so adjust the polling frequency as needed.<\/li>\n<li><strong>Trade Execution<\/strong>: This script only identifies arbitrage opportunities; executing trades would require additional integration with the Solana DEX and the necessary wallet\/signing logic.<\/li>\n<li><strong>Liquidity Consideration<\/strong>: This simple example doesn\u2019t consider liquidity, so you may want to add checks to ensure there\u2019s enough liquidity for profitable arbitrage.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mb-2 flex gap-3 empty:hidden -ml-2\">\n<div class=\"items-center justify-start rounded-xl p-1 flex\">\n<div class=\"flex items-center\">\n<p><span class=\"\" data-state=\"closed\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Read aloud\" data-testid=\"voice-play-turn-action-button\"><span class=\"flex h-[30px] w-[30px] items-center justify-center\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-md-heavy\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11 4.9099C11 4.47485 10.4828 4.24734 10.1621 4.54132L6.67572 7.7372C6.49129 7.90626 6.25019 8.00005 6 8.00005H4C3.44772 8.00005 3 8.44776 3 9.00005V15C3 15.5523 3.44772 16 4 16H6C6.25019 16 6.49129 16.0938 6.67572 16.2629L10.1621 19.4588C10.4828 19.7527 11 19.5252 11 19.0902V4.9099ZM8.81069 3.06701C10.4142 1.59714 13 2.73463 13 4.9099V19.0902C13 21.2655 10.4142 22.403 8.81069 20.9331L5.61102 18H4C2.34315 18 1 16.6569 1 15V9.00005C1 7.34319 2.34315 6.00005 4 6.00005H5.61102L8.81069 3.06701ZM20.3166 6.35665C20.8019 6.09313 21.409 6.27296 21.6725 6.75833C22.5191 8.3176 22.9996 10.1042 22.9996 12.0001C22.9996 13.8507 22.5418 15.5974 21.7323 17.1302C21.4744 17.6185 20.8695 17.8054 20.3811 17.5475C19.8927 17.2896 19.7059 16.6846 19.9638 16.1962C20.6249 14.9444 20.9996 13.5175 20.9996 12.0001C20.9996 10.4458 20.6064 8.98627 19.9149 7.71262C19.6514 7.22726 19.8312 6.62017 20.3166 6.35665ZM15.7994 7.90049C16.241 7.5688 16.8679 7.65789 17.1995 8.09947C18.0156 9.18593 18.4996 10.5379 18.4996 12.0001C18.4996 13.3127 18.1094 14.5372 17.4385 15.5604C17.1357 16.0222 16.5158 16.1511 16.0539 15.8483C15.5921 15.5455 15.4632 14.9255 15.766 14.4637C16.2298 13.7564 16.4996 12.9113 16.4996 12.0001C16.4996 10.9859 16.1653 10.0526 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fill=\"currentColor\"><\/path><\/svg><\/button><\/span><\/span><\/p>\n<div type=\"button\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-:rs8:\" data-state=\"closed\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"flex min-w-0 flex-1 flex-col\">\n<div class=\"_prosemirror-parent_15ceg_1 text-token-text-primary max-h-[25dvh] max-h-52 overflow-auto default-browser\"><textarea class=\"block h-10 w-full resize-none border-0 bg-transparent px-0 py-2 text-token-text-primary placeholder:text-token-text-secondary\" placeholder=\"Message ChatGPT\"><\/textarea><br \/>\n<script nonce=\"\">window.__oai_logHTML?window.__oai_logHTML():window.__oai_SSR_HTML=window.__oai_SSR_HTML||Date.now();requestAnimationFrame((function(){window.__oai_logTTI?window.__oai_logTTI():window.__oai_SSR_TTI=window.__oai_SSR_TTI||Date.now()}))<\/script><\/p>\n<div contenteditable=\"true\" translate=\"no\" class=\"ProseMirror\" id=\"prompt-textarea\" data-listener-added_4ebb2576=\"true\">\n<p data-placeholder=\"Message ChatGPT\" class=\"placeholder\">\n<\/div>\n<div class=\"_monica-theme-d2f2b383 _monica-dark\" data-monica-ignore=\"true\">\n<div class=\"_monica-theme-d2f2b383 _monica-dark\">\n<div id=\"monica-writing-entry-btn-mirror-node\" style=\"box-sizing: border-box; left: 10px; top: 16px; width: 1059.33px; height: 2793.22px; border: 0px none transparent; border-radius: 0px; padding: 0px 1px; margin: 9px 10px; position: absolute; pointer-events: none; overflow: hidden;\">\n<div class=\"monica-writing-entry-btn-wrapper\" id=\"monica-writing-entry-btn\">\n<div><span><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mb-1 me-1\">\n<div class=\"min-w-8\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/form>\n<\/div>\n<\/div>\n<div class=\"relative w-full px-2 py-2 text-center text-xs text-token-text-secondary empty:hidden md:px-[60px]\">\n<div class=\"min-h-4\">\n<div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; custom_margin=&#8221;-20px||-20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;]\u27a5Next, perform comprehensive testing of your MEV bot!<\/p>\n<p>\u27a5This will allow you to identify any potential code errors early on.<\/p>\n<p>\u27a5If an issue arises during testing, @ChatGPTapp can swiftly fix it!<\/p>\n<p>Be sure to check out these individuals who frequently share exciting projects:<br \/>\n@0xJok9r<\/p>\n<p>@belizardd<\/p>\n<p>@wist_defi<\/p>\n<p>@0xAndrewMoh<\/p>\n<p>@CryptoShiro_<\/p>\n<p>@DeRonin_<\/p>\n<p>@CryptoGideon_<\/p>\n<p>@kem1ks<\/p>\n<p>@AlphaFrog13<\/p>\n<p>@arndxt_xo<\/p>\n<p>@0xSpartacus__<\/p>\n<p>@KingWilliamDefi<\/p>\n<p>@dealerdefi<\/p>\n<p>@cryppinfluence<\/p>\n<p>@KashKysh<\/p>\n<p>@0x99Gohan<\/p>\n<p>@CryptoStreamHub<\/p>\n<p>@the_smart_ape<\/p>\n<p>@lenioneall[\/et_pb_text][et_pb_image src=&#8221;https:\/\/danellaconsulting.net\/wp-content\/uploads\/2024\/10\/Screenshot-from-2024-10-27-02-28-46.png&#8221; title_text=&#8221;Screenshot from 2024-10-27 02-28-46&#8243; show_in_lightbox=&#8221;on&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;20px||20px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_button button_url=&#8221;https:\/\/dexscreener.com\/&#8221; button_text=&#8221;DEXSCREENER&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;32px&#8221; button_text_color=&#8221;#E02B20&#8243; button_bg_color=&#8221;#000000&#8243; button_border_width=&#8221;3px&#8221; button_border_color=&#8221;#E02B20&#8243; button_border_radius=&#8221;9px&#8221; button_letter_spacing=&#8221;1px&#8221; button_icon=&#8221;&#xf021;||fa||900&#8243; custom_margin=&#8221;20px||20px||true|false&#8221; hover_enabled=&#8221;0&#8243; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;#E02B20&#8243; global_colors_info=&#8221;{}&#8221; url_new_window=&#8221;on&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<p>Everyone should have an MEV bot that generates $30,000 a month! Anyway, many believe it requires years to create one. I spent just 6 weeks developing a bot that earns around $900 daily&#8230; Here\u2019s how to set it up in just 10 minutes and start profiting today! ?\u27a5A well-optimized MEV bot on Solana can result [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_eb_attr":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[],"class_list":["post-987552738","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MEV BOT - Danella Consulting<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/danellaconsulting.net\/index.php\/2022\/10\/27\/mev-bot\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MEV BOT - Danella Consulting\" \/>\n<meta property=\"og:description\" content=\"Everyone should have an MEV bot that generates $30,000 a month! Anyway, many believe it requires years to create one. I spent just 6 weeks developing a bot that earns around $900 daily... 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