Rust Function: Read and Parse CSV with Error handling
Rust Handling Errors with Result and Option: Exercise-3 with Solution
Write a Rust function that reads a CSV file, parses it into structured data, and handles parsing errors.
Sample Solution:
Rust Code:
use std::fs; // Import the fs module for file handling
use std::error::Error; // Import the Error trait for error handling
use std::path::Path; // Import the Path struct for handling file paths
use csv::ReaderBuilder; // Import the ReaderBuilder struct from the csv crate for reading CSV files
// Define a struct to represent the data structure of each row in the CSV file
#[derive(Debug)]
struct Record {
name: String,
age: u32,
city: String,
}
// Function to read and parse the CSV file
fn read_csv(file_path: &str) -> Result<Vec<Record>, Box<dyn Error>> {
let file = fs::File::open(file_path)?; // Open the file
let mut reader = ReaderBuilder::new().has_headers(false).from_reader(file); // Create a CSV reader without assuming headers
let mut records = Vec::new(); // Initialize a vector to store parsed records
// Iterate over each record in the CSV file
for result in reader.records() {
let record = result?; // Unwrap the record or propagate any parsing errors
// Parse the fields of the record into the Record struct
let name = record.get(0).ok_or("Missing name field")?.to_string(); // Extract the name field
let age_str = record.get(1).ok_or("Missing age field")?; // Extract the age field as a string
let age: u32 = age_str.parse()?; // Parse the age string into a u32
let city = record.get(2).ok_or("Missing city field")?.to_string(); // Extract the city field
// Create a Record instance and push it to the records vector
records.push(Record { name, age, city });
}
Ok(records) // Return the parsed records vector
}
fn main() {
let file_path = "data.csv"; // Specify the path of the CSV file
let csv_data = "John,25,New York\nAlice,30,Los Angeles\nBob,35,Chicago"; // CSV data to write to the file
// Create the CSV file with the specified data
fs::write(file_path, csv_data).expect("Failed to create CSV file");
match read_csv(file_path) {
Ok(records) => {
println!("Parsed records:");
for record in records {
println!("{:?}", record);
}
}
Err(err) => eprintln!("Error reading CSV file: {}", err),
}
}
Output:
Parsed records: Record { name: "John", age: 25, city: "New York" } Record { name: "Alice", age: 30, city: "Los Angeles" } Record { name: "Bob", age: 35, city: "Chicago" }
Explanation:
Here's a brief explanation of the above Rust code:
- Imports: The code imports the necessary modules and structs from the standard library (std::fs, std::error::Error, std::path::Path) and from the "csv" crate (csv::ReaderBuilder).
- Record Struct: It defines a struct "Record" with fields 'name', 'age', and 'city' to represent the structure of each row in the CSV file. The #[derive(Debug)] attribute is used to automatically derive the "Debug" trait for pretty printing.
- read_csv Function: This function takes a file path as input and returns a "Result" containing a vector of "Record" instances or an error. It opens the file, creates a CSV reader without assuming headers, and iterates over each record in the file. For each record, it parses the fields into a "Record" struct and adds it to a vector. If any parsing error occurs, it returns the error.
- main Function: In the "main()" function, it specifies the file path for the CSV file and creates sample CSV data. It then creates the CSV file with the sample data using fs::write. Next, it calls the "read_csv()" function to parse the CSV file. If parsing is successful, it prints the parsed records. If an error occurs, it prints an error message.
Rust Code Editor:
Previous: Rust Function: Read file with Error handling.
Next: Rust Program: Count Lines in File with Error Handling.
What is the difficulty level of this exercise?
Test your Programming skills with w3resource's quiz.
It will be nice if you may share this link in any developer community or anywhere else, from where other developers may find this content. Thanks.
https://www.w3resource.com/rust/error_handling/rust-handling-errors-with-result-and-option-exercise-3.php
- Weekly Trends and Language Statistics
- Weekly Trends and Language Statistics