Skip to content

Latest commit

 

History

History

mini_csv_parser

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
src
src
 
 
.gitignore
.gitignore
 
 
Cargo.lock
Cargo.lock
 
 
Cargo.toml
Cargo.toml
 
 
README.md
README.md
 
 
text.csv
text.csv
 
 

README.md

📊 Mini CSV Parser

A custom CSV parser built from scratch without external CSV libraries, demonstrating manual file parsing and data structure design.

🎯 Learning Objectives

  • File I/O: Reading files line by line with BufReader
  • String Parsing: Splitting and processing CSV format
  • Iterator Methods: Using enumerate(), position(), iter()
  • Option Handling: Working with Option<T> for safe access
  • Error Propagation: Using ? operator for Result types
  • Struct Design: Creating ergonomic APIs for data access

📋 Features

  • Parse CSV files into structured data
  • Header extraction
  • Row-wise access
  • Column lookup by name
  • Type-safe record iteration
  • Automatic data cleaning (trimming whitespace)

🚀 Running the Program

cargo run

The program reads text.csv and parses it into Record structs.

📝 Example CSV

name,age,city
Alice,30,London
Bob,25,Paris
mike, 30
sarah, r, lagos

🔑 Key Concepts Demonstrated

Buffered File Reading

fn from_file(path: &str) -> std::io::Result<Csv> {
    let f = File::open(path)?;
    let reader = BufReader::new(f);
    
    let mut headers = Vec::<String>::new();
    let mut rows = Vec::<Vec<String>>::new();
    
    for (i, res) in reader.lines().enumerate() {
        let line = res?;
        let cols = line.split(",").map(|x| x.to_string()).collect();
        if i == 0 {
            headers = cols;
        } else {
            rows.push(cols);
        }
    }
    
    Ok(Csv { headers, rows })
}

Column Lookup by Name

fn get(&self, row: usize, cols: &str) -> Option<&str> {
    let idx = self.headers.iter().position(|x| x == cols)?;
    self.rows.get(row)?.get(idx).map(|s| s.as_str())
}

Type-Safe Record Iteration

fn get_records(&self) -> Vec<Record> {
    let mut records = Vec::new();
    for row in &self.rows {
        if row.len() < 3 {
            continue;
        }
        if let Ok(age) = row[1].parse::<u32>() {
            records.push(Record::new(row[0].clone(), age, row[2].clone()));
        }
    }
    records
}

Record Struct

#[derive(Debug)]
struct Record {
    name: String,
    age: u32,
    city: String,
}

💡 What I Learned

  1. BufReader: Efficient line-by-line file reading
  2. Iterator Chaining: Combining enumerate(), map(), collect()
  3. Option Chaining: Using ? in Option contexts
  4. Early Return Patterns: Using ? for error propagation
  5. Data Validation: Skipping malformed rows gracefully
  6. String Ownership: When to use &str, String, .clone()
  7. Position Method: Finding index of elements in collections

🧪 Tests Included

#[test]
fn test_get() {
    let csv = Csv::from_file("text.csv").unwrap();
    
    assert_eq!(csv.get(0, "name").unwrap(), "Alice");
    assert_eq!(csv.get(0, "city").unwrap(), "London");
    assert!(csv.get(0, "invalid_col").is_none());
    assert!(csv.get(99, "name").is_none());
}

#[test]
fn test_from_file() {
    let csv = Csv::from_file("text.csv").unwrap();
    assert!(!csv.rows.is_empty());
}

🔄 Possible Improvements

  • Support quoted fields with commas
  • Handle escaped quotes
  • Different delimiter support (tabs, pipes)
  • Generic record type with macros
  • Streaming API for large files
  • Write CSV functionality
  • Better error types with thiserror
  • Iterator-based API instead of collecting to Vec
  • Column type inference

📚 Relevant Rust Book Chapters

Status: ✅ Completed | Difficulty: Intermediate