mod csv_ops {
pub mod csv_loader;
pub mod csv_writer;
}
mod sampler_ops {
pub mod sampler;
}
use indicatif::{ProgressBar, ProgressStyle};
use csv_ops::{csv_loader, csv_writer};
use sampler_ops::sampler;
pub async fn perform_random_sampling(input_file: &str, output_dir: &str, sample_size: usize) -> Result<(), Box<dyn std::error::Error>> {
let pb = ProgressBar::new_spinner();
pb.set_style(ProgressStyle::default_spinner());
let df = csv_loader::load_csv(input_file).await?;
pb.set_message("Sampling...");
let mut sampled_df = sampler::sample_dataframe(&df, sample_size);
pb.set_message("Writing CSV...");
csv_writer::write_csv(&mut sampled_df, output_dir, format!("{}-{}.csv", input_file.trim_end_matches(".csv"), sample_size).as_str())?;
pb.finish_with_message("Completed");
Ok(())
}