'You are an AI assistant specializing in Solana development. Use the following information from our knowledge base to inform your responses. If the information is not directly relevant, use your general knowledge to provide helpful, accurate, and concise responses to the user\'s questions or requests.\n\nKnowledge Base Information:\nCategory: OrderedDict([(\'how to make a solansniper offical docs - Copy.txt\', [OrderedDict([(\'name\', \'how to make a solansniper offical docs - Copy.txt\'), (\'description\', \'Here are some key insights related to Solana development from the provided content:\\n\\n  Websocket connection: Use Helius WSS to listen for new token listings in real-time.\\n\\n  Token filtering criteria:\\n  - Minimum circulation of 999,999,999\\n  - 100% locked liquidity \\n  - Revoked mint authority\\n  - No single user can own more than 10% of supply\\n  - Liquidity between 1k-9k required\\n\\n  Transaction details:\\n  - Use WSOL account address for purchases\\n  - Set priority fee using Helius Pro subscription\\n  - 15% slippage allowed\\n  - 25 second buy window after criteria met\\n\\n  Profit taking:\\n  - Take profit at 30% gain\\n  - Stop loss at 15% loss\\n\\n  Blacklisting: Tokens not meeting criteria are blacklisted\\n\\n  Key libraries:\\n  - tokio_tungstenite for websocket connection\\n  - solana_sdk and solana_client for Solana interactions\\n  - serde_json for parsing JSON data\\n\\n  Asynchronous programming: Uses async/await for non-blocking operations\\n\\n  Error handling: Implements proper error handling and logging\\n\\nThis outlines an advanced Solana trading bot with specific criteria for token selection, real-time monitoring, and automated trading strategies. The code demonstrates integration of Solana SDK with external data sources and custom trading logic.\')])])])\nSection: [OrderedDict([(\'name\', \'how to make a solansniper offical docs - Copy.txt\'), (\'description\', \'Here are some key insights related to Solana development from the provided content:\\n\\n  Websocket connection: Use Helius WSS to listen for new token listings in real-time.\\n\\n  Token filtering criteria:\\n  - Minimum circulation of 999,999,999\\n  - 100% locked liquidity \\n  - Revoked mint authority\\n  - No single user can own more than 10% of supply\\n  - Liquidity between 1k-9k required\\n\\n  Transaction details:\\n  - Use WSOL account address for purchases\\n  - Set priority fee using Helius Pro subscription\\n  - 15% slippage allowed\\n  - 25 second buy window after criteria met\\n\\n  Profit taking:\\n  - Take profit at 30% gain\\n  - Stop loss at 15% loss\\n\\n  Blacklisting: Tokens not meeting criteria are blacklisted\\n\\n  Key libraries:\\n  - tokio_tungstenite for websocket connection\\n  - solana_sdk and solana_client for Solana interactions\\n  - serde_json for parsing JSON data\\n\\n  Asynchronous programming: Uses async/await for non-blocking operations\\n\\n  Error handling: Implements proper error handling and logging\\n\\nThis outlines an advanced Solana trading bot with specific criteria for token selection, real-time monitoring, and automated trading strategies. The code demonstrates integration of Solana SDK with external data sources and custom trading logic.\')])]\nHere are some key insights related to Solana development from the provided content:\n\n  Websocket connection: Use Helius WSS to listen for new token listings in real-time.\n\n  Token filtering criteria:\n  - Minimum circulation of 999,999,999\n  - 100% locked liquidity \n  - Revoked mint authority\n  - No single user can own more than 10% of supply\n  - Liquidity between 1k-9k required\n\n  Transaction details:\n  - Use WSOL account address for purchases\n  - Set priority fee using Helius Pro subscription\n  - 15% slippage allowed\n  - 25 second buy window after criteria met\n\n  Profit taking:\n  - Take profit at 30% gain\n  - Stop loss at 15% loss\n\n  Blacklisting: Tokens not meeting criteria are blacklisted\n\n  Key libraries:\n  - tokio_tungstenite for websocket connection\n  - solana_sdk and solana_client for Solana interactions\n  - serde_json for parsing JSON data\n\n  Asynchronous programming: Uses async/await for non-blocking operations\n\n  Error handling: Implements proper error handling and logging\n\nThis outlines an advanced Solana trading bot with specific criteria for token selection, real-time monitoring, and automated trading strategies. The code demonstrates integration of Solana SDK with external data sources and custom trading logic.\n\nConversation History:\nAssistant: Thank you for providing the code structure. This is a good starting point for addressing the 7 tasks you mentioned. Let\'s go through each task and see how the code addresses them:\n\n1. Using Rust and Solana CLI integration:\n   The code is written in Rust and uses the `config::load_keypair_from_cli()` function to load the keypair from the Solana CLI.\n\n2. Incorporating Helius Pro and Photon:\n   The code initializes a Helius client with `HeliusClient::new(rpc_url)` and uses it in the `check_raydium_pools` function.\n\n3. Checking target criteria:\n   The `validate_pool_criteria` function in `monitoring.rs` is designed to check for revoked mint authority, 100% locked liquidity, and other criteria.\n\n4. WebSocket integration and automated execution:\n   The code sets up a WebSocket connection and handles incoming messages in the main loop. It also includes automated execution of buy transactions when conditions are met.\n\n5. Helius priority fee transactions:\n   The `send_priority_transaction` function in `transaction.rs` is designed to send transactions with Helius priority fees.\n\n6. Raydium pool monitoring:\n   The `check_raydium_pools` function in `monitoring.rs` is responsible for monitoring Raydium pools.\n\n7. Real-time alerts:\n   The WebSocket integration allows for real-time alerts, which are processed in the `handle_websocket_alert` function.\n\nTo improve this code structure, you might consider:\n\n1. Implementing error handling and logging throughout the code.\n2. Adding more detailed comments to explain complex operations.\n3. Creating separate modules for different functionalities (e.g., raydium_operations, token_operations).\n4. Implementing configuration management for easier customization.\n5. Adding unit tests for each module to ensure reliability.\n\nWould you like me to elaborate on any specific part of this code structure or provide more detailed implementation for any of the functions?\nUser: can you save this as a script?\nAssistant: Certainly! I\'ll save this code structure as a script for you. Here\'s how you can do it:\n\n1. Create a new directory for your project:\n   ```\n   mkdir solana_trading_bot\n   cd solana_trading_bot\n   ```\n\n2. Create the main Rust file:\n   ```\n   touch src/main.rs\n   ```\n\n3. Create the module files:\n   ```\n   mkdir src\n   touch src/config.rs\n   touch src/monitoring.rs\n   touch src/execution.rs\n   touch src/transaction.rs\n   ```\n\n4. Create a Cargo.toml file:\n   ```\n   touch Cargo.toml\n   ```\n\n5. Now, you can copy the code into these files. Here\'s how to structure it:\n\n   In `Cargo.toml`:\n   ```toml\n   [package]\n   name = "solana_trading_bot"\n   version = "0.1.0"\n   edition = "2021"\n\n   [dependencies]\n   solana-sdk = "1.10.0"\n   solana-client = "1.10.0"\n   solana-program = "1.10.0"\n   spl-token = "3.3.0"\n   spl-associated-token-account = "1.0.5"\n   helius-sdk = "0.1.0"  # Replace with actual version\n   raydium-sdk = "0.1.0"  # Replace with actual version\n   websocket = "0.26.2"\n   ```\n\n   Copy the main function and imports into `src/main.rs`.\n   Copy the respective function definitions into `src/config.rs`, `src/monitoring.rs`, `src/execution.rs`, and `src/transaction.rs`.\n\n6. You can now run the script using:\n   ```\n   cargo run\n   ```\n\nRemember to replace placeholder API keys and URLs with your actual Helius Pro credentials.\n\nThis script structure allows for easier management and modularity of your Solana trading bot. You can expand each module as needed and add more functionality while keeping the code organized.\n\nIs there anything else you\'d like me to explain or modify in this script structure?\nUser: hello can you create a solana project?\nAssistant: Certainly! I\'d be happy to help you create a Solana project. Let\'s go through the steps to set up a basic Solana project using Rust. Here\'s how we can do it:\n\n1. First, make sure you have Rust and Cargo installed. If not, you can install them from https://rustup.rs/\n\n2. Install the Solana CLI tools:\n   ```\n   sh -c "$(curl -sSfL https://release.solana.com/v1.17.17/install)"\n   ```\n\n3. Create a new Rust project:\n   ```\n   cargo new solana_project\n   cd solana_project\n   ```\n\n4. Update the Cargo.toml file with Solana dependencies:\n   ```toml\n   [package]\n   name = "solana_project"\n   version = "0.1.0"\n   edition = "2021"\n\n   [dependencies]\n   solana-program = "1.17.17"\n\n   [lib]\n   crate-type = ["cdylib", "lib"]\n   ```\n\n5. Replace the contents of src/lib.rs with a basic Solana program:\n   ```rust\n   use solana_program::{\n       account_info::AccountInfo,\n       entrypoint,\n       entrypoint::ProgramResult,\n       pubkey::Pubkey,\n       msg,\n   };\n\n   entrypoint!(process_instruction);\n\n   pub fn process_instruction(\n       program_id: &Pubkey,\n       accounts: &[AccountInfo],\n       instruction_data: &[u8]\n   ) -> ProgramResult {\n       msg!("Hello, Solana!");\n       Ok(())\n   }\n   ```\n\n6. Create a new file src/client.rs for the client-side code:\n   ```rust\n   use solana_program::pubkey::Pubkey;\n   use std::str::FromStr;\n\n   fn main() {\n       let program_id = Pubkey::from_str("Your_Program_ID_Here").unwrap();\n       println!("Program ID: {}", program_id);\n   }\n   ```\n\n7. Build the project:\n   ```\n   cargo build-bpf\n   ```\n\nThis sets up a basic Solana project structure. The `lib.rs` file contains a simple Solana program that just prints "Hello, Solana!" when invoked. The `client.rs` file is a placeholder for client-side interactions with your program.\n\nRemember to replace "Your_Program_ID_Here" with your actual program ID once you deploy your program to the Solana network.\n\nWould you like me to explain any part of this setup in more detail or help with the next steps, such as deploying the program or writing more complex functionality?\nUser: can you create a script to buy and sell spl tokens with solana smart contract from raydium pool id program address in rust lang using my solana cli 1.18.23 keypair and signer with 64byte array that has 32byte for public key and 32 byte for the private key to access the keypair inside the info is inside my config.toml and have it using helius prioity fee trasnaction and 0.001 wsol from my wsol account address= also inside my config.toml please.\nAssistant: Certainly! I\'ll create a Rust script that buys and sells SPL tokens using Raydium pools, incorporating your specific requirements. This script will use your Solana CLI keypair, Helius priority fees, and configuration from a `config.toml` file. Here\'s a basic structure for such a script:\n\n```rust\nuse solana_sdk::{\n    signature::{Keypair, read_keypair_file},\n    pubkey::Pubkey,\n    transaction::Transaction,\n};\nuse solana_client::rpc_client::RpcClient;\nuse spl_token::instruction as token_instruction;\nuse spl_associated_token_account::get_associated_token_address;\nuse raydium_sdk::{\n    pool::Pool,\n    instruction::{swap, add_liquidity, remove_liquidity},\n};\nuse toml::Value;\nuse std::fs;\nuse std::str::FromStr;\n\n// Function to load config\nfn load_config() -> Value {\n    let config_str = fs::read_to_string("config.toml").expect("Failed to read config file");\n    toml::from_str(&config_str).expect("Failed to parse TOML")\n}\n\n// Function to load keypair\nfn load_keypair(config: &Value) -> Keypair {\n    let keypair_bytes = config["keypair"].as_array().unwrap();\n    let keypair_bytes: Vec<u8> = keypair_bytes.iter().map(|v| v.as_integer().unwrap() as u8).collect();\n    Keypair::from_bytes(&keypair_bytes).unwrap()\n}\n\n// Function to buy tokens\nfn buy_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64) -> Result<(), Box<dyn std::error::Error>> {\n    // Implementation for buying tokens\n    // Use raydium_sdk to create swap instruction\n    // Create and send transaction with Helius priority fees\n    Ok(())\n}\n\n// Function to sell tokens\nfn sell_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64) -> Result<(), Box<dyn std::error::Error>> {\n    // Implementation for selling tokens\n    // Use raydium_sdk to create swap instruction\n    // Create and send transaction with Helius priority fees\n    Ok(())\n}\n\nfn main() -> Result<(), Box<dyn std::error::Error>> {\n    let config = load_config();\n    let keypair = load_keypair(&config);\n    \n    let rpc_url = config["rpc_url"].as_str().unwrap();\n    let client = RpcClient::new(rpc_url.to_string());\n    \n    let pool_id = Pubkey::from_str(config["raydium_pool_id"].as_str().unwrap())?;\n    let wsol_account = Pubkey::from_str(config["wsol_account"].as_str().unwrap())?;\n    \n    // Example: Buy 0.001 WSOL worth of tokens\n    buy_tokens(&client, &keypair, &pool_id, 1_000_000)?; // 0.001 WSOL (1 WSOL = 1_000_000_000 lamports)\n    \n    // Example: Sell tokens (amount would depend on how many tokens were received)\n    // sell_tokens(&client, &keypair, &pool_id, amount_to_sell)?;\n    \n    Ok(())\n}\n```\n\nTo use this script:\n\n1. Create a `config.toml` file in the same directory as your Rust script with the following structure:\n\n```toml\nrpc_url = "https://api.helius.pro/v1/your-api-key"\nraydium_pool_id = "your_raydium_pool_id"\nwsol_account = "your_wsol_account_address"\nkeypair = [0, 1, 2, ..., 63]  # Your 64-byte keypair array\n```\n\n2. Install the necessary dependencies in your\nUser: hello\nAssistant: Hello! How can I assist you with Solana development today? I\'m here to help with any questions or tasks related to Solana programming, smart contracts, token operations, or other aspects of the Solana ecosystem. Please feel free to ask anything specific you\'d like to know or if you need help with a particular Solana project.\nUser: how would you go about condensing this script but keeping all functionality working import os\nAssistant: To condense the script while maintaining functionality, we can take several approaches:\n\n1. Use more concise Rust idioms\n2. Combine related functions\n3. Use default configurations where possible\n4. Leverage more features from external libraries\n\nHere\'s a condensed version of the script:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::Deserialize;\nuse std::{fs, str::FromStr};\n\n#[derive(Deserialize)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\nfn load_config() -> Result<Config> {\n    let config_str = fs::read_to_string("config.toml").context("Failed to read config file")?;\n    toml::from_str(&config_str).context("Failed to parse TOML")\n}\n\nfn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<()> {\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    client.send_and_confirm_transaction_with_spinner(&transaction)?;\n    Ok(())\n}\n\nfn main() -> Result<()> {\n    let config = load_config()?;\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    swap_tokens(&client, &keypair, &pool_id, 1_000_000, true)?;\n    \n    // Sell tokens (amount would depend on how many tokens were received)\n    // swap_tokens(&client, &keypair, &pool_id, amount_to_sell, false)?;\n    \n    Ok(())\n}\n```\n\nKey changes:\n\n1. Used `anyhow` for error handling, which simplifies error propagation.\n2. Combined buy and sell functions into a single `swap_tokens` function with a boolean flag.\n3. Used `serde` for deserialization of the config file.\n4. Removed separate function for loading keypair, incorporating it into the main function.\n5. Utilized more idiomatic Rust patterns, like `?` for error propagation.\n6. Removed explicit type annotations where they can be inferred.\n\nThis condensed version maintains all the functionality of the original script while being more concise and easier to read. Make sure to add the necessary dependencies to your `Cargo.toml` file:\n\n```toml\n[dependencies]\nsolana-sdk = "1.18.23"\nsolana-client = "1.18.23"\nraydium-sdk = "0.1.0"  # Use the appropriate version\nanyhow = "1.0"\nserde = { version = "1.0", features = ["derive"] }\ntoml = "0.5"\n```\n\nRemember to adjust the `raydium-sdk` version as needed, as it might not be an exact match with the Solana version you\'re using.\nUser: import logging\nAssistant: Certainly! I\'ll incorporate logging into the condensed Rust script. Rust doesn\'t have a built-in `logging` module like Python, but we can use the `log` crate along with an implementation like `env_logger` for similar functionality. Here\'s the updated script with logging:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::Deserialize;\nuse std::{fs, str::FromStr};\nuse log::{info, error, debug, warn};\nuse env_logger;\n\n#[derive(Deserialize)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\nfn load_config() -> Result<Config> {\n    let config_str = fs::read_to_string("config.toml").context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    toml::from_str(&config_str).context("Failed to parse TOML")\n}\n\nfn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<()> {\n    info!("Initiating {} operation for {} tokens", if is_buy { "buy" } else { "sell" }, amount);\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    debug!("Sending transaction: {:?}", transaction);\n    client.send_and_confirm_transaction_with_spinner(&transaction)?;\n    info!("Transaction confirmed");\n    Ok(())\n}\n\nfn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config()?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true) {\n        Ok(_) => info!("Buy operation completed successfully"),\n        Err(e) => error!("Buy operation failed: {}", e),\n    }\n    \n    // Sell tokens (amount would depend on how many tokens were received)\n    // Uncomment and adjust as needed\n    // match swap_tokens(&client, &keypair, &pool_id, amount_to_sell, false) {\n    //     Ok(_) => info!("Sell operation completed successfully"),\n    //     Err(e) => error!("Sell operation failed: {}", e),\n    // }\n    \n    info!("Script execution completed");\n    Ok(())\n}\n```\n\nTo use this logging-enabled version:\n\n1. Add these dependencies to your `Cargo.toml`:\n\n```toml\n[dependencies]\nsolana-sdk = "1.18.23"\nsolana-client = "1.18.23"\nraydium-sdk = "0.1.0"  # Use the appropriate version\nanyhow = "1\nUser: import json\nAssistant: Certainly! I\'ll incorporate JSON handling into the Rust script. In Rust, we use the `serde_json` crate for JSON serialization and deserialization. Here\'s the updated script with JSON functionality:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::{fs, str::FromStr};\nuse log::{info, error, debug, warn};\nuse env_logger;\nuse serde_json;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nfn load_config() -> Result<Config> {\n    let config_str = fs::read_to_string("config.json").context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nfn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    info!("Initiating {} operation for {} tokens", if is_buy { "buy" } else { "sell" }, amount);\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    debug!("Sending transaction: {:?}", transaction);\n    client.send_and_confirm_transaction_with_spinner(&transaction)?;\n    info!("Transaction confirmed");\n    \n    Ok(SwapResult {\n        success: true,\n        amount,\n        is_buy,\n        error: None,\n    })\n}\n\nfn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config()?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    let buy_result = match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true) {\n        Ok(result) => {\n            info!("Buy operation completed successfully");\n            result\n        },\n        Err(e) => {\n            error!("Buy operation failed: {}", e);\n            SwapResult {\n                success: false,\n                amount: 1_000_000,\n                is_buy: true,\n                error: Some(e.to_string()),\n            }\n        },\n    };\n\n    // Convert the result to JSON and print it\n    let json_result = serde_json::to_string_pretty(&buy_result)?;\n    println!("Buy operation result:\\n{}", json_result);\n\n    // Sell tokens (amount would depend on how\nUser: import asyncio\nAssistant: Certainly! I\'ll update the Rust script to incorporate asynchronous programming using the `tokio` runtime, which is similar to Python\'s `asyncio`. Here\'s the modified script with async functionality:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::{fs, str::FromStr};\nuse log::{info, error, debug, warn};\nuse env_logger;\nuse serde_json;\nuse tokio;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nasync fn load_config() -> Result<Config> {\n    let config_str = tokio::fs::read_to_string("config.json").await.context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nasync fn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    info!("Initiating {} operation for {} tokens", if is_buy { "buy" } else { "sell" }, amount);\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    debug!("Sending transaction: {:?}", transaction);\n    \n    // Use tokio to run the blocking RPC call asynchronously\n    let signature = tokio::task::spawn_blocking(move || {\n        client.send_and_confirm_transaction_with_spinner(&transaction)\n    }).await??;\n\n    info!("Transaction confirmed with signature: {}", signature);\n    \n    Ok(SwapResult {\n        success: true,\n        amount,\n        is_buy,\n        error: None,\n    })\n}\n\n#[tokio::main]\nasync fn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config().await?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    let buy_result = match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true).await {\n        Ok(result) => {\n            info!("Buy operation completed successfully");\n            result\n        },\n        Err(e) => {\n            error!("Buy operation failed: {}", e);\n            SwapResult {\n                success: false,\n                amount: 1_000_000,\n                is_buy: true,\n                error: Some(e.to_string()),\n            }\n        },\nUser: import aiohttp\nAssistant: Certainly! I\'ll incorporate `aiohttp` functionality into the Rust script. In Rust, we don\'t have `aiohttp` directly, but we can use the `reqwest` crate with its async features to achieve similar functionality. Here\'s an updated version of the script that includes asynchronous HTTP requests:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::str::FromStr;\nuse log::{info, error, debug};\nuse env_logger;\nuse serde_json;\nuse tokio;\nuse reqwest;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n    api_endpoint: String,  // New field for HTTP requests\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nasync fn load_config() -> Result<Config> {\n    let config_str = tokio::fs::read_to_string("config.json").await.context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nasync fn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    // ... (same as before)\n}\n\nasync fn fetch_market_data(api_endpoint: &str) -> Result<serde_json::Value> {\n    let client = reqwest::Client::new();\n    let response = client.get(api_endpoint)\n        .send()\n        .await?\n        .json()\n        .await?;\n    Ok(response)\n}\n\n#[tokio::main]\nasync fn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config().await?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url.clone());\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n\n    // Fetch market data\n    info!("Fetching market data");\n    match fetch_market_data(&config.api_endpoint).await {\n        Ok(data) => info!("Market data: {:?}", data),\n        Err(e) => error!("Failed to fetch market data: {}", e),\n    }\n    \n    // Buy 0.001 WSOL worth of tokens\n    let buy_result = match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true).await {\n        Ok(result) => {\n            info!("Buy operation completed successfully");\n            result\n        },\n        Err(e) => {\n            error!("Buy operation failed: {}", e);\n            SwapResult {\n                success: false,\n                amount: 1_000_000,\n                is_buy: true,\n                error: Some(e.to_string()),\n            }\n        },\n    };\n\n    // Convert the result to JSON and print it\n    let json_result = serde_json::to_string_pretty(&buy_result)?;\n    println!("Buy operation result:\\n{}", json_result);\n\n    Ok(())\n}\n```\n\nTo use this updated version:\n\n1. Add these dependencies to your `Cargo.toml`:\n\n```toml\n[dependencies]\nsolana-\nUser: import re\nUser: import re\nAI Assistant:'}], 'model': 'claude-3-5-sonnet-20240620'}}
2024-09-10 04:44:24,120 - DEBUG - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK"
2024-09-10 04:44:24,124 - DEBUG - HTTP Request: POST https://api.anthropic.com/v1/messages "200 OK"
2024-09-10 04:44:24,204 - DEBUG - Request options: {'method': 'post', 'url': '/v1/messages', 'timeout': 600, 'files': None, 'json_data': {'max_tokens': 1000, 'messages': [{'role': 'user', 'content': 'You are an AI assistant specializing in Solana development. Use the following information from our knowledge base to inform your responses. If the information is not directly relevant, use your general knowledge to provide helpful, accurate, and concise responses to the user\'s questions or requests.\n\nKnowledge Base Information:\nCategory: OrderedDict([(\'how to make a solansniper offical docs - Copy.txt\', [OrderedDict([(\'name\', \'how to make a solansniper offical docs - Copy.txt\'), (\'description\', \'Here are some key insights related to Solana development from the provided content:\\n\\n  Websocket connection: Use Helius WSS to listen for new token listings in real-time.\\n\\n  Token filtering criteria:\\n  - Minimum circulation of 999,999,999\\n  - 100% locked liquidity \\n  - Revoked mint authority\\n  - No single user can own more than 10% of supply\\n  - Liquidity between 1k-9k required\\n\\n  Transaction details:\\n  - Use WSOL account address for purchases\\n  - Set priority fee using Helius Pro subscription\\n  - 15% slippage allowed\\n  - 25 second buy window after criteria met\\n\\n  Profit taking:\\n  - Take profit at 30% gain\\n  - Stop loss at 15% loss\\n\\n  Blacklisting: Tokens not meeting criteria are blacklisted\\n\\n  Key libraries:\\n  - tokio_tungstenite for websocket connection\\n  - solana_sdk and solana_client for Solana interactions\\n  - serde_json for parsing JSON data\\n\\n  Asynchronous programming: Uses async/await for non-blocking operations\\n\\n  Error handling: Implements proper error handling and logging\\n\\nThis outlines an advanced Solana trading bot with specific criteria for token selection, real-time monitoring, and automated trading strategies. The code demonstrates integration of Solana SDK with external data sources and custom trading logic.\')])])])\nSection: [OrderedDict([(\'name\', \'how to make a solansniper offical docs - Copy.txt\'), (\'description\', \'Here are some key insights related to Solana development from the provided content:\\n\\n  Websocket connection: Use Helius WSS to listen for new token listings in real-time.\\n\\n  Token filtering criteria:\\n  - Minimum circulation of 999,999,999\\n  - 100% locked liquidity \\n  - Revoked mint authority\\n  - No single user can own more than 10% of supply\\n  - Liquidity between 1k-9k required\\n\\n  Transaction details:\\n  - Use WSOL account address for purchases\\n  - Set priority fee using Helius Pro subscription\\n  - 15% slippage allowed\\n  - 25 second buy window after criteria met\\n\\n  Profit taking:\\n  - Take profit at 30% gain\\n  - Stop loss at 15% loss\\n\\n  Blacklisting: Tokens not meeting criteria are blacklisted\\n\\n  Key libraries:\\n  - tokio_tungstenite for websocket connection\\n  - solana_sdk and solana_client for Solana interactions\\n  - serde_json for parsing JSON data\\n\\n  Asynchronous programming: Uses async/await for non-blocking operations\\n\\n  Error handling: Implements proper error handling and logging\\n\\nThis outlines an advanced Solana trading bot with specific criteria for token selection, real-time monitoring, and automated trading strategies. The code demonstrates integration of Solana SDK with external data sources and custom trading logic.\')])]\nHere are some key insights related to Solana development from the provided content:\n\n  Websocket connection: Use Helius WSS to listen for new token listings in real-time.\n\n  Token filtering criteria:\n  - Minimum circulation of 999,999,999\n  - 100% locked liquidity \n  - Revoked mint authority\n  - No single user can own more than 10% of supply\n  - Liquidity between 1k-9k required\n\n  Transaction details:\n  - Use WSOL account address for purchases\n  - Set priority fee using Helius Pro subscription\n  - 15% slippage allowed\n  - 25 second buy window after criteria met\n\n  Profit taking:\n  - Take profit at 30% gain\n  - Stop loss at 15% loss\n\n  Blacklisting: Tokens not meeting criteria are blacklisted\n\n  Key libraries:\n  - tokio_tungstenite for websocket connection\n  - solana_sdk and solana_client for Solana interactions\n  - serde_json for parsing JSON data\n\n  Asynchronous programming: Uses async/await for non-blocking operations\n\n  Error handling: Implements proper error handling and logging\n\nThis outlines an advanced Solana trading bot with specific criteria for token selection, real-time monitoring, and automated trading strategies. The code demonstrates integration of Solana SDK with external data sources and custom trading logic.\n\nConversation History:\nAssistant: Certainly! I\'ll save this code structure as a script for you. Here\'s how you can do it:\n\n1. Create a new directory for your project:\n   ```\n   mkdir solana_trading_bot\n   cd solana_trading_bot\n   ```\n\n2. Create the main Rust file:\n   ```\n   touch src/main.rs\n   ```\n\n3. Create the module files:\n   ```\n   mkdir src\n   touch src/config.rs\n   touch src/monitoring.rs\n   touch src/execution.rs\n   touch src/transaction.rs\n   ```\n\n4. Create a Cargo.toml file:\n   ```\n   touch Cargo.toml\n   ```\n\n5. Now, you can copy the code into these files. Here\'s how to structure it:\n\n   In `Cargo.toml`:\n   ```toml\n   [package]\n   name = "solana_trading_bot"\n   version = "0.1.0"\n   edition = "2021"\n\n   [dependencies]\n   solana-sdk = "1.10.0"\n   solana-client = "1.10.0"\n   solana-program = "1.10.0"\n   spl-token = "3.3.0"\n   spl-associated-token-account = "1.0.5"\n   helius-sdk = "0.1.0"  # Replace with actual version\n   raydium-sdk = "0.1.0"  # Replace with actual version\n   websocket = "0.26.2"\n   ```\n\n   Copy the main function and imports into `src/main.rs`.\n   Copy the respective function definitions into `src/config.rs`, `src/monitoring.rs`, `src/execution.rs`, and `src/transaction.rs`.\n\n6. You can now run the script using:\n   ```\n   cargo run\n   ```\n\nRemember to replace placeholder API keys and URLs with your actual Helius Pro credentials.\n\nThis script structure allows for easier management and modularity of your Solana trading bot. You can expand each module as needed and add more functionality while keeping the code organized.\n\nIs there anything else you\'d like me to explain or modify in this script structure?\nUser: hello can you create a solana project?\nAssistant: Certainly! I\'d be happy to help you create a Solana project. Let\'s go through the steps to set up a basic Solana project using Rust. Here\'s how we can do it:\n\n1. First, make sure you have Rust and Cargo installed. If not, you can install them from https://rustup.rs/\n\n2. Install the Solana CLI tools:\n   ```\n   sh -c "$(curl -sSfL https://release.solana.com/v1.17.17/install)"\n   ```\n\n3. Create a new Rust project:\n   ```\n   cargo new solana_project\n   cd solana_project\n   ```\n\n4. Update the Cargo.toml file with Solana dependencies:\n   ```toml\n   [package]\n   name = "solana_project"\n   version = "0.1.0"\n   edition = "2021"\n\n   [dependencies]\n   solana-program = "1.17.17"\n\n   [lib]\n   crate-type = ["cdylib", "lib"]\n   ```\n\n5. Replace the contents of src/lib.rs with a basic Solana program:\n   ```rust\n   use solana_program::{\n       account_info::AccountInfo,\n       entrypoint,\n       entrypoint::ProgramResult,\n       pubkey::Pubkey,\n       msg,\n   };\n\n   entrypoint!(process_instruction);\n\n   pub fn process_instruction(\n       program_id: &Pubkey,\n       accounts: &[AccountInfo],\n       instruction_data: &[u8]\n   ) -> ProgramResult {\n       msg!("Hello, Solana!");\n       Ok(())\n   }\n   ```\n\n6. Create a new file src/client.rs for the client-side code:\n   ```rust\n   use solana_program::pubkey::Pubkey;\n   use std::str::FromStr;\n\n   fn main() {\n       let program_id = Pubkey::from_str("Your_Program_ID_Here").unwrap();\n       println!("Program ID: {}", program_id);\n   }\n   ```\n\n7. Build the project:\n   ```\n   cargo build-bpf\n   ```\n\nThis sets up a basic Solana project structure. The `lib.rs` file contains a simple Solana program that just prints "Hello, Solana!" when invoked. The `client.rs` file is a placeholder for client-side interactions with your program.\n\nRemember to replace "Your_Program_ID_Here" with your actual program ID once you deploy your program to the Solana network.\n\nWould you like me to explain any part of this setup in more detail or help with the next steps, such as deploying the program or writing more complex functionality?\nUser: can you create a script to buy and sell spl tokens with solana smart contract from raydium pool id program address in rust lang using my solana cli 1.18.23 keypair and signer with 64byte array that has 32byte for public key and 32 byte for the private key to access the keypair inside the info is inside my config.toml and have it using helius prioity fee trasnaction and 0.001 wsol from my wsol account address= also inside my config.toml please.\nAssistant: Certainly! I\'ll create a Rust script that buys and sells SPL tokens using Raydium pools, incorporating your specific requirements. This script will use your Solana CLI keypair, Helius priority fees, and configuration from a `config.toml` file. Here\'s a basic structure for such a script:\n\n```rust\nuse solana_sdk::{\n    signature::{Keypair, read_keypair_file},\n    pubkey::Pubkey,\n    transaction::Transaction,\n};\nuse solana_client::rpc_client::RpcClient;\nuse spl_token::instruction as token_instruction;\nuse spl_associated_token_account::get_associated_token_address;\nuse raydium_sdk::{\n    pool::Pool,\n    instruction::{swap, add_liquidity, remove_liquidity},\n};\nuse toml::Value;\nuse std::fs;\nuse std::str::FromStr;\n\n// Function to load config\nfn load_config() -> Value {\n    let config_str = fs::read_to_string("config.toml").expect("Failed to read config file");\n    toml::from_str(&config_str).expect("Failed to parse TOML")\n}\n\n// Function to load keypair\nfn load_keypair(config: &Value) -> Keypair {\n    let keypair_bytes = config["keypair"].as_array().unwrap();\n    let keypair_bytes: Vec<u8> = keypair_bytes.iter().map(|v| v.as_integer().unwrap() as u8).collect();\n    Keypair::from_bytes(&keypair_bytes).unwrap()\n}\n\n// Function to buy tokens\nfn buy_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64) -> Result<(), Box<dyn std::error::Error>> {\n    // Implementation for buying tokens\n    // Use raydium_sdk to create swap instruction\n    // Create and send transaction with Helius priority fees\n    Ok(())\n}\n\n// Function to sell tokens\nfn sell_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64) -> Result<(), Box<dyn std::error::Error>> {\n    // Implementation for selling tokens\n    // Use raydium_sdk to create swap instruction\n    // Create and send transaction with Helius priority fees\n    Ok(())\n}\n\nfn main() -> Result<(), Box<dyn std::error::Error>> {\n    let config = load_config();\n    let keypair = load_keypair(&config);\n    \n    let rpc_url = config["rpc_url"].as_str().unwrap();\n    let client = RpcClient::new(rpc_url.to_string());\n    \n    let pool_id = Pubkey::from_str(config["raydium_pool_id"].as_str().unwrap())?;\n    let wsol_account = Pubkey::from_str(config["wsol_account"].as_str().unwrap())?;\n    \n    // Example: Buy 0.001 WSOL worth of tokens\n    buy_tokens(&client, &keypair, &pool_id, 1_000_000)?; // 0.001 WSOL (1 WSOL = 1_000_000_000 lamports)\n    \n    // Example: Sell tokens (amount would depend on how many tokens were received)\n    // sell_tokens(&client, &keypair, &pool_id, amount_to_sell)?;\n    \n    Ok(())\n}\n```\n\nTo use this script:\n\n1. Create a `config.toml` file in the same directory as your Rust script with the following structure:\n\n```toml\nrpc_url = "https://api.helius.pro/v1/your-api-key"\nraydium_pool_id = "your_raydium_pool_id"\nwsol_account = "your_wsol_account_address"\nkeypair = [0, 1, 2, ..., 63]  # Your 64-byte keypair array\n```\n\n2. Install the necessary dependencies in your\nUser: hello\nAssistant: Hello! How can I assist you with Solana development today? I\'m here to help with any questions or tasks related to Solana programming, smart contracts, token operations, or other aspects of the Solana ecosystem. Please feel free to ask anything specific you\'d like to know or if you need help with a particular Solana project.\nUser: how would you go about condensing this script but keeping all functionality working import os\nAssistant: To condense the script while maintaining functionality, we can take several approaches:\n\n1. Use more concise Rust idioms\n2. Combine related functions\n3. Use default configurations where possible\n4. Leverage more features from external libraries\n\nHere\'s a condensed version of the script:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::Deserialize;\nuse std::{fs, str::FromStr};\n\n#[derive(Deserialize)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\nfn load_config() -> Result<Config> {\n    let config_str = fs::read_to_string("config.toml").context("Failed to read config file")?;\n    toml::from_str(&config_str).context("Failed to parse TOML")\n}\n\nfn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<()> {\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    client.send_and_confirm_transaction_with_spinner(&transaction)?;\n    Ok(())\n}\n\nfn main() -> Result<()> {\n    let config = load_config()?;\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    swap_tokens(&client, &keypair, &pool_id, 1_000_000, true)?;\n    \n    // Sell tokens (amount would depend on how many tokens were received)\n    // swap_tokens(&client, &keypair, &pool_id, amount_to_sell, false)?;\n    \n    Ok(())\n}\n```\n\nKey changes:\n\n1. Used `anyhow` for error handling, which simplifies error propagation.\n2. Combined buy and sell functions into a single `swap_tokens` function with a boolean flag.\n3. Used `serde` for deserialization of the config file.\n4. Removed separate function for loading keypair, incorporating it into the main function.\n5. Utilized more idiomatic Rust patterns, like `?` for error propagation.\n6. Removed explicit type annotations where they can be inferred.\n\nThis condensed version maintains all the functionality of the original script while being more concise and easier to read. Make sure to add the necessary dependencies to your `Cargo.toml` file:\n\n```toml\n[dependencies]\nsolana-sdk = "1.18.23"\nsolana-client = "1.18.23"\nraydium-sdk = "0.1.0"  # Use the appropriate version\nanyhow = "1.0"\nserde = { version = "1.0", features = ["derive"] }\ntoml = "0.5"\n```\n\nRemember to adjust the `raydium-sdk` version as needed, as it might not be an exact match with the Solana version you\'re using.\nUser: import logging\nAssistant: Certainly! I\'ll incorporate logging into the condensed Rust script. Rust doesn\'t have a built-in `logging` module like Python, but we can use the `log` crate along with an implementation like `env_logger` for similar functionality. Here\'s the updated script with logging:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::Deserialize;\nuse std::{fs, str::FromStr};\nuse log::{info, error, debug, warn};\nuse env_logger;\n\n#[derive(Deserialize)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\nfn load_config() -> Result<Config> {\n    let config_str = fs::read_to_string("config.toml").context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    toml::from_str(&config_str).context("Failed to parse TOML")\n}\n\nfn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<()> {\n    info!("Initiating {} operation for {} tokens", if is_buy { "buy" } else { "sell" }, amount);\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    debug!("Sending transaction: {:?}", transaction);\n    client.send_and_confirm_transaction_with_spinner(&transaction)?;\n    info!("Transaction confirmed");\n    Ok(())\n}\n\nfn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config()?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true) {\n        Ok(_) => info!("Buy operation completed successfully"),\n        Err(e) => error!("Buy operation failed: {}", e),\n    }\n    \n    // Sell tokens (amount would depend on how many tokens were received)\n    // Uncomment and adjust as needed\n    // match swap_tokens(&client, &keypair, &pool_id, amount_to_sell, false) {\n    //     Ok(_) => info!("Sell operation completed successfully"),\n    //     Err(e) => error!("Sell operation failed: {}", e),\n    // }\n    \n    info!("Script execution completed");\n    Ok(())\n}\n```\n\nTo use this logging-enabled version:\n\n1. Add these dependencies to your `Cargo.toml`:\n\n```toml\n[dependencies]\nsolana-sdk = "1.18.23"\nsolana-client = "1.18.23"\nraydium-sdk = "0.1.0"  # Use the appropriate version\nanyhow = "1\nUser: import json\nAssistant: Certainly! I\'ll incorporate JSON handling into the Rust script. In Rust, we use the `serde_json` crate for JSON serialization and deserialization. Here\'s the updated script with JSON functionality:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::{fs, str::FromStr};\nuse log::{info, error, debug, warn};\nuse env_logger;\nuse serde_json;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nfn load_config() -> Result<Config> {\n    let config_str = fs::read_to_string("config.json").context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nfn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    info!("Initiating {} operation for {} tokens", if is_buy { "buy" } else { "sell" }, amount);\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    debug!("Sending transaction: {:?}", transaction);\n    client.send_and_confirm_transaction_with_spinner(&transaction)?;\n    info!("Transaction confirmed");\n    \n    Ok(SwapResult {\n        success: true,\n        amount,\n        is_buy,\n        error: None,\n    })\n}\n\nfn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config()?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    let buy_result = match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true) {\n        Ok(result) => {\n            info!("Buy operation completed successfully");\n            result\n        },\n        Err(e) => {\n            error!("Buy operation failed: {}", e);\n            SwapResult {\n                success: false,\n                amount: 1_000_000,\n                is_buy: true,\n                error: Some(e.to_string()),\n            }\n        },\n    };\n\n    // Convert the result to JSON and print it\n    let json_result = serde_json::to_string_pretty(&buy_result)?;\n    println!("Buy operation result:\\n{}", json_result);\n\n    // Sell tokens (amount would depend on how\nUser: import asyncio\nAssistant: Certainly! I\'ll update the Rust script to incorporate asynchronous programming using the `tokio` runtime, which is similar to Python\'s `asyncio`. Here\'s the modified script with async functionality:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::{fs, str::FromStr};\nuse log::{info, error, debug, warn};\nuse env_logger;\nuse serde_json;\nuse tokio;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nasync fn load_config() -> Result<Config> {\n    let config_str = tokio::fs::read_to_string("config.json").await.context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nasync fn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    info!("Initiating {} operation for {} tokens", if is_buy { "buy" } else { "sell" }, amount);\n    let pool = Pool::get(client, pool_id)?;\n    let instruction = if is_buy {\n        raydium_instruction::swap_base_in(&pool, amount, 0)?\n    } else {\n        raydium_instruction::swap_base_out(&pool, amount, u64::MAX)?\n    };\n    \n    let recent_blockhash = client.get_latest_blockhash()?;\n    let transaction = Transaction::new_signed_with_payer(\n        &[instruction],\n        Some(&keypair.pubkey()),\n        &[keypair],\n        recent_blockhash,\n    );\n    \n    debug!("Sending transaction: {:?}", transaction);\n    \n    // Use tokio to run the blocking RPC call asynchronously\n    let signature = tokio::task::spawn_blocking(move || {\n        client.send_and_confirm_transaction_with_spinner(&transaction)\n    }).await??;\n\n    info!("Transaction confirmed with signature: {}", signature);\n    \n    Ok(SwapResult {\n        success: true,\n        amount,\n        is_buy,\n        error: None,\n    })\n}\n\n#[tokio::main]\nasync fn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config().await?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url);\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n    \n    // Buy 0.001 WSOL worth of tokens\n    let buy_result = match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true).await {\n        Ok(result) => {\n            info!("Buy operation completed successfully");\n            result\n        },\n        Err(e) => {\n            error!("Buy operation failed: {}", e);\n            SwapResult {\n                success: false,\n                amount: 1_000_000,\n                is_buy: true,\n                error: Some(e.to_string()),\n            }\n        },\nUser: import aiohttp\nAssistant: Certainly! I\'ll incorporate `aiohttp` functionality into the Rust script. In Rust, we don\'t have `aiohttp` directly, but we can use the `reqwest` crate with its async features to achieve similar functionality. Here\'s an updated version of the script that includes asynchronous HTTP requests:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::str::FromStr;\nuse log::{info, error, debug};\nuse env_logger;\nuse serde_json;\nuse tokio;\nuse reqwest;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n    api_endpoint: String,  // New field for HTTP requests\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nasync fn load_config() -> Result<Config> {\n    let config_str = tokio::fs::read_to_string("config.json").await.context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nasync fn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    // ... (same as before)\n}\n\nasync fn fetch_market_data(api_endpoint: &str) -> Result<serde_json::Value> {\n    let client = reqwest::Client::new();\n    let response = client.get(api_endpoint)\n        .send()\n        .await?\n        .json()\n        .await?;\n    Ok(response)\n}\n\n#[tokio::main]\nasync fn main() -> Result<()> {\n    env_logger::init();\n\n    info!("Starting Solana token swap script");\n    let config = load_config().await?;\n    debug!("Loaded config: {:?}", config);\n\n    let keypair = Keypair::from_bytes(&config.keypair)?;\n    let client = RpcClient::new(config.rpc_url.clone());\n    let pool_id = Pubkey::from_str(&config.raydium_pool_id)?;\n\n    // Fetch market data\n    info!("Fetching market data");\n    match fetch_market_data(&config.api_endpoint).await {\n        Ok(data) => info!("Market data: {:?}", data),\n        Err(e) => error!("Failed to fetch market data: {}", e),\n    }\n    \n    // Buy 0.001 WSOL worth of tokens\n    let buy_result = match swap_tokens(&client, &keypair, &pool_id, 1_000_000, true).await {\n        Ok(result) => {\n            info!("Buy operation completed successfully");\n            result\n        },\n        Err(e) => {\n            error!("Buy operation failed: {}", e);\n            SwapResult {\n                success: false,\n                amount: 1_000_000,\n                is_buy: true,\n                error: Some(e.to_string()),\n            }\n        },\n    };\n\n    // Convert the result to JSON and print it\n    let json_result = serde_json::to_string_pretty(&buy_result)?;\n    println!("Buy operation result:\\n{}", json_result);\n\n    Ok(())\n}\n```\n\nTo use this updated version:\n\n1. Add these dependencies to your `Cargo.toml`:\n\n```toml\n[dependencies]\nsolana-\nUser: import re\nAssistant: Certainly! I\'ll incorporate regular expression functionality into the Rust script, which is analogous to Python\'s `re` module. In Rust, we use the `regex` crate for regular expressions. Here\'s an updated version of the script that includes regex functionality:\n\n```rust\nuse solana_sdk::{signature::Keypair, pubkey::Pubkey, transaction::Transaction};\nuse solana_client::rpc_client::RpcClient;\nuse raydium_sdk::{pool::Pool, instruction as raydium_instruction};\nuse anyhow::{Result, Context};\nuse serde::{Deserialize, Serialize};\nuse std::str::FromStr;\nuse log::{info, error, debug};\nuse env_logger;\nuse serde_json;\nuse tokio;\nuse reqwest;\nuse regex::Regex;\n\n#[derive(Deserialize, Serialize, Debug)]\nstruct Config {\n    rpc_url: String,\n    raydium_pool_id: String,\n    wsol_account: String,\n    keypair: Vec<u8>,\n    api_endpoint: String,\n}\n\n#[derive(Serialize)]\nstruct SwapResult {\n    success: bool,\n    amount: u64,\n    is_buy: bool,\n    error: Option<String>,\n}\n\nasync fn load_config() -> Result<Config> {\n    let config_str = tokio::fs::read_to_string("config.json").await.context("Failed to read config file")?;\n    debug!("Config file content: {}", config_str);\n    serde_json::from_str(&config_str).context("Failed to parse JSON")\n}\n\nasync fn swap_tokens(client: &RpcClient, keypair: &Keypair, pool_id: &Pubkey, amount: u64, is_buy: bool) -> Result<SwapResult> {\n    // ... (same as before)\n}\n\nasync fn fetch_market_data(api_e