(datafusion-benchmarks) branch main updated: Import DataFusion Rust runner from datafusion-contrib (#6)

[agrove]

This is an automated email from the ASF dual-hosted git repository.

agrove pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/datafusion-benchmarks.git


The following commit(s) were added to refs/heads/main by this push:
     new 6fe512f  Import DataFusion Rust runner from datafusion-contrib (#6)
6fe512f is described below

commit 6fe512fea0284f8545d14f593b980c67a6f77856
Author: Andy Grove <agr...@apache.org>
AuthorDate: Thu Jul 11 06:18:26 2024 -0600

    Import DataFusion Rust runner from datafusion-contrib (#6)
    
    * datafusion runner in Rust
    
    * Update runners/datafusion-rust/src/main.rs
    
    Co-authored-by: Liang-Chi Hsieh <vii...@gmail.com>
    
    ---------
    
    Co-authored-by: Liang-Chi Hsieh <vii...@gmail.com>
---
 runners/datafusion-rust/.gitignore  |    1 +
 runners/datafusion-rust/Cargo.lock  | 2836 +++++++++++++++++++++++++++++++++++
 runners/datafusion-rust/Cargo.toml  |   11 +
 runners/datafusion-rust/src/main.rs |  291 ++++
 4 files changed, 3139 insertions(+)

diff --git a/runners/datafusion-rust/.gitignore 
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diff --git a/runners/datafusion-rust/Cargo.lock 
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diff --git a/runners/datafusion-rust/Cargo.toml 
b/runners/datafusion-rust/Cargo.toml
new file mode 100644
index 0000000..1e8d628
--- /dev/null
+++ b/runners/datafusion-rust/Cargo.toml
@@ -0,0 +1,11 @@
+[package]
+name = "datafusion-benchmarks"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+datafusion = "39.0.0"
+serde = { version = "1.0.203", features = ["derive"] }
+structopt = "0.3.26"
+tokio = {  version = "1.38.0", features = ["rt-multi-thread"] }
+serde_json = "1.0.117"
\ No newline at end of file
diff --git a/runners/datafusion-rust/src/main.rs 
b/runners/datafusion-rust/src/main.rs
new file mode 100644
index 0000000..a658497
--- /dev/null
+++ b/runners/datafusion-rust/src/main.rs
@@ -0,0 +1,291 @@
+use datafusion::common::Result;
+use datafusion::dataframe::DataFrameWriteOptions;
+use datafusion::datasource::MemTable;
+use datafusion::physical_plan::displayable;
+use datafusion::prelude::{ParquetReadOptions, SessionConfig, SessionContext};
+use datafusion::scalar::ScalarValue;
+use datafusion::DATAFUSION_VERSION;
+use serde::Serialize;
+use std::collections::HashMap;
+use std::fs;
+use std::fs::File;
+use std::io::{BufRead, BufReader, BufWriter, Write};
+use std::path::{Path, PathBuf};
+use std::sync::Arc;
+use std::time::{SystemTime, UNIX_EPOCH};
+use structopt::StructOpt;
+use tokio::time::Instant;
+
+#[derive(StructOpt, Debug)]
+#[structopt(name = "basic")]
+struct Opt {
+    /// Activate debug mode
+    #[structopt(long)]
+    debug: bool,
+
+    /// Optional path to config file
+    #[structopt(short, long, parse(from_os_str))]
+    config_path: Option<PathBuf>,
+
+    /// Path to queries
+    #[structopt(long, parse(from_os_str))]
+    query_path: PathBuf,
+
+    /// Path to data
+    #[structopt(short, long, parse(from_os_str))]
+    data_path: PathBuf,
+
+    /// Output path
+    #[structopt(short, long, parse(from_os_str))]
+    output: PathBuf,
+
+    /// Query number. If no query number specified then all queries will be 
executed.
+    #[structopt(short, long)]
+    query: Option<u8>,
+
+    /// Number of queries in this benchmark suite
+    #[structopt(short, long)]
+    num_queries: Option<u8>,
+
+    /// List of queries to exclude
+    #[structopt(short, long)]
+    exclude: Vec<u8>,
+
+    /// Concurrency, determining the number of partitions for queries
+    #[structopt(short, long)]
+    concurrency: u8,
+
+    /// Iterations (number of times to run each query)
+    #[structopt(short, long)]
+    iterations: u8,
+}
+
+#[derive(Debug, PartialEq, Serialize, Default)]
+pub struct Results {
+    system_time: u128,
+    datafusion_version: String,
+    config: HashMap<String, String>,
+    command_line_args: Vec<String>,
+    register_tables_time: u128,
+    /// Vector of (query_number, query_times)
+    query_times: Vec<(u8, Vec<u128>)>,
+}
+
+impl Results {
+    fn new() -> Self {
+        let current_time = SystemTime::now()
+            .duration_since(UNIX_EPOCH)
+            .expect("Time went backwards");
+        Self {
+            system_time: current_time.as_millis(),
+            datafusion_version: DATAFUSION_VERSION.to_string(),
+            config: HashMap::new(),
+            command_line_args: vec![],
+            register_tables_time: 0,
+            query_times: vec![],
+        }
+    }
+}
+
+#[tokio::main]
+pub async fn main() -> Result<()> {
+    let mut results = Results::new();
+    for arg in std::env::args() {
+        results.command_line_args.push(arg);
+    }
+
+    let opt = Opt::from_args();
+
+    let query_path = format!("{}", opt.query_path.display());
+    let output_path = format!("{}", opt.output.display());
+
+    let mut config = 
SessionConfig::new().with_target_partitions(opt.concurrency as usize);
+
+    if let Some(config_path) = &opt.config_path {
+        let file = File::open(config_path)?;
+        let reader = BufReader::new(file);
+        let lines = reader.lines();
+        for line in lines {
+            let line = line?;
+            if line.starts_with("#") {
+                continue;
+            }
+            let parts = line.split('=');
+            let parts = parts.collect::<Vec<&str>>();
+            if parts.len() == 2 {
+                config = config.set(parts[0], 
ScalarValue::Utf8(Some(parts[1].to_string())));
+            } else {
+                println!("Warning! Skipping config entry {}", line);
+            }
+        }
+    }
+
+    for entry in config.options().entries() {
+        if let Some(ref value) = entry.value {
+            results.config.insert(entry.key, value.to_string());
+        }
+    }
+
+    // register all tables in data directory
+    let start = Instant::now();
+    let ctx = SessionContext::new_with_config(config);
+    for file in fs::read_dir(&opt.data_path)? {
+        let file = file?;
+        let file_path = file.path();
+        let path = format!("{}", file.path().display());
+        if path.ends_with(".parquet") {
+            let filename = 
Path::file_name(&file_path).unwrap().to_str().unwrap();
+            let table_name = &filename[0..filename.len() - 8];
+            println!("Registering table {} as {}", table_name, path);
+            ctx.register_parquet(&table_name, &path, 
ParquetReadOptions::default())
+                .await?;
+        }
+    }
+
+    let setup_time = start.elapsed().as_millis();
+    println!("Setup time was {} ms", setup_time);
+    results.register_tables_time = setup_time;
+
+    match opt.query {
+        Some(query) => {
+            execute_query(
+                &ctx,
+                &query_path,
+                query,
+                opt.debug,
+                &output_path,
+                opt.iterations,
+                &mut results,
+            )
+                .await?;
+        }
+        _ => {
+            let num_queries = opt.num_queries.unwrap();
+            for query in 1..=num_queries {
+                if opt.exclude.contains(&query) {
+                    println!("Skipping query {}", query);
+                    continue;
+                }
+
+                let result = execute_query(
+                    &ctx,
+                    &query_path,
+                    query,
+                    opt.debug,
+                    &output_path,
+                    opt.iterations,
+                    &mut results,
+                )
+                    .await;
+                match result {
+                    Ok(_) => {}
+                    Err(e) => println!("Fail: {}", e),
+                }
+            }
+        }
+    }
+
+    // write results json file
+    let json = serde_json::to_string_pretty(&results).unwrap();
+    let f = File::create(&format!(
+        "{}/results-{}.yaml",
+        output_path, results.system_time
+    ))?;
+    let mut w = BufWriter::new(f);
+    w.write(json.as_bytes())?;
+
+    // write simple csv summary file
+    let mut w = File::create(&format!("{}/results.csv", output_path))?;
+    w.write(format!("setup,{}\n", results.register_tables_time).as_bytes())?;
+    for (query, times) in &results.query_times {
+        w.write(format!("q{},{}\n", query, times[0]).as_bytes())?;
+    }
+
+    Ok(())
+}
+
+pub async fn execute_query(
+    ctx: &SessionContext,
+    query_path: &str,
+    query_no: u8,
+    debug: bool,
+    output_path: &str,
+    iterations: u8,
+    results: &mut Results,
+) -> Result<()> {
+    let filename = format!("{}/q{query_no}.sql", query_path);
+    println!("Executing query {} from {}", query_no, filename);
+    let sql = fs::read_to_string(&filename)?;
+
+    // some queries have multiple statements
+    let sql = sql
+        .split(';')
+        .filter(|s| !s.trim().is_empty())
+        .collect::<Vec<_>>();
+
+    let multipart = sql.len() > 1;
+
+    let mut durations = vec![];
+    for iteration in 0..iterations {
+        // duration for executing all queries in the file
+        let mut total_duration_millis = 0;
+
+        for (i, sql) in sql.iter().enumerate() {
+            if debug {
+                println!("Query {}: {}", query_no, sql);
+            }
+
+            let file_suffix = if multipart {
+                format!("_part_{}", i + 1)
+            } else {
+                "".to_owned()
+            };
+
+            let start = Instant::now();
+            let df = ctx.sql(sql).await?;
+            let batches = df.clone().collect().await?;
+            let duration = start.elapsed();
+            total_duration_millis += duration.as_millis();
+
+            let row_count: usize = batches.iter().map(|b| b.num_rows()).sum();
+
+            println!(
+                "Query {query_no}{file_suffix} executed in: {duration:?} and 
returned {row_count} rows",
+            );
+
+            if iteration == 0 {
+                let plan = df.clone().into_optimized_plan()?;
+                let formatted_query_plan = format!("{}", 
plan.display_indent());
+                if debug {
+                    println!("{}", formatted_query_plan);
+                }
+
+                let exec = df.create_physical_plan().await?;
+                if debug {
+                    println!("{}", displayable(exec.as_ref()).indent(false));
+                }
+
+                let filename = format!(
+                    "{}/q{}{}_logical_plan.txt",
+                    output_path, query_no, file_suffix
+                );
+                let mut file = File::create(&filename)?;
+                write!(file, "{}", formatted_query_plan)?;
+
+                // write results to disk
+                if batches.is_empty() {
+                    println!("Empty result set returned");
+                } else {
+                    let filename = format!("{}/q{}{}.csv", output_path, 
query_no, file_suffix);
+                    let t = MemTable::try_new(batches[0].schema(), 
vec![batches])?;
+                    let df = ctx.read_table(Arc::new(t))?;
+                    df.write_csv(&filename, DataFrameWriteOptions::default(), 
None)
+                        .await?;
+                }
+            }
+        }
+        durations.push(total_duration_millis);
+    }
+    results.query_times.push((query_no, durations));
+    Ok(())
+}
\ No newline at end of file


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