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use std::io::Result;
use std::time::Instant;
use arrow::datatypes::Schema;
use async_trait::async_trait;
use datafusion::error::DataFusionError;
use datafusion::prelude::*;
use parquet::basic::Compression;
use parquet::file::properties::WriterProperties;
pub mod tpcds;
pub mod tpch;
#[async_trait]
pub trait Tpc {
fn generate(
&self,
scale: usize,
partitions: usize,
input_path: &str,
output_path: &str,
) -> Result<()>;
fn get_table_names(&self) -> Vec<&str>;
fn get_schema(&self, table: &str) -> Schema;
async fn convert_to_parquet(
&self,
input_path: &str,
output_path: &str,
) -> datafusion::error::Result<()>;
}
pub async fn convert_tbl(
input_path: &str,
output_path: &str,
options: CsvReadOptions<'_>,
partitions: usize,
file_format: &str,
compression: &str,
batch_size: usize,
) -> datafusion::error::Result<()> {
println!(
"Converting '{}' to {} files in directory '{}'",
input_path, file_format, output_path
);
let start = Instant::now();
let config = ExecutionConfig::new().with_batch_size(batch_size);
let mut ctx = ExecutionContext::with_config(config);
let mut csv = ctx.read_csv(&input_path, options)?;
if partitions > 1 {
csv = csv.repartition(Partitioning::RoundRobinBatch(partitions))?
}
let csv = csv.to_logical_plan();
let csv = ctx.optimize(&csv)?;
let csv = ctx.create_physical_plan(&csv)?;
match file_format {
"csv" => ctx.write_csv(csv, output_path.to_string()).await?,
"parquet" => {
let compression = match compression {
"none" => Compression::UNCOMPRESSED,
"snappy" => Compression::SNAPPY,
"brotli" => Compression::BROTLI,
"gzip" => Compression::GZIP,
"lz4" => Compression::LZ4,
"lz0" => Compression::LZO,
"zstd" => Compression::ZSTD,
other => {
return Err(DataFusionError::NotImplemented(format!(
"Invalid compression format: {}",
other
)))
}
};
let props = WriterProperties::builder()
.set_compression(compression)
.build();
ctx.write_parquet(csv, output_path.to_string(), Some(props))
.await?
}
other => {
return Err(DataFusionError::NotImplemented(format!(
"Invalid output format: {}",
other
)))
}
}
println!("Conversion completed in {} ms", start.elapsed().as_millis());
Ok(())
}