| // Licensed to the Apache Software Foundation (ASF) under one | |
| // or more contributor license agreements. See the NOTICE file | |
| // distributed with this work for additional information | |
| // regarding copyright ownership. The ASF licenses this file | |
| // to you under the Apache License, Version 2.0 (the | |
| // "License"); you may not use this file except in compliance | |
| // with the License. You may obtain a copy of the License at | |
| // | |
| // http://www.apache.org/licenses/LICENSE-2.0 | |
| // | |
| // Unless required by applicable law or agreed to in writing, | |
| // software distributed under the License is distributed on an | |
| // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
| // KIND, either express or implied. See the License for the | |
| // specific language governing permissions and limitations | |
| // under the License. | |
| //! mem_profile binary entrypoint | |
| use clap::{Parser, Subcommand}; | |
| use datafusion::error::Result; | |
| use std::{ | |
| env, | |
| io::{BufRead, BufReader}, | |
| path::Path, | |
| process::{Command, Stdio}, | |
| }; | |
| use datafusion_benchmarks::{ | |
| clickbench, | |
| h2o::{self, AllQueries}, | |
| imdb, sort_tpch, tpch, | |
| }; | |
| #[derive(Debug, Parser)] | |
| #[command(name = "Memory Profiling Utility")] | |
| struct Cli { | |
| /// Cargo profile to use in dfbench (e.g. release, release-nonlto) | |
| #[arg(long, default_value = "release")] | |
| bench_profile: String, | |
| #[command(subcommand)] | |
| command: Options, | |
| } | |
| #[derive(Debug, Subcommand)] | |
| #[command(about = "Benchmark command")] | |
| enum Options { | |
| Clickbench(clickbench::RunOpt), | |
| H2o(h2o::RunOpt), | |
| Imdb(imdb::RunOpt), | |
| SortTpch(sort_tpch::RunOpt), | |
| Tpch(tpch::RunOpt), | |
| } | |
| #[tokio::main] | |
| pub async fn main() -> Result<()> { | |
| // 1. Parse args and check which benchmarks should be run | |
| let cli = Cli::parse(); | |
| let profile = cli.bench_profile; | |
| let query_range = match cli.command { | |
| Options::Clickbench(opt) => { | |
| let entries = std::fs::read_dir(&opt.queries_path)? | |
| .filter_map(Result::ok) | |
| .filter(|e| { | |
| let path = e.path(); | |
| path.extension().map(|ext| ext == "sql").unwrap_or(false) | |
| }) | |
| .collect::<Vec<_>>(); | |
| let max_query_id = entries.len().saturating_sub(1); | |
| match opt.query { | |
| Some(query_id) => query_id..=query_id, | |
| None => 0..=max_query_id, | |
| } | |
| } | |
| Options::H2o(opt) => { | |
| let queries = AllQueries::try_new(&opt.queries_path)?; | |
| match opt.query { | |
| Some(query_id) => query_id..=query_id, | |
| None => queries.min_query_id()..=queries.max_query_id(), | |
| } | |
| } | |
| Options::Imdb(opt) => match opt.query { | |
| Some(query_id) => query_id..=query_id, | |
| None => imdb::IMDB_QUERY_START_ID..=imdb::IMDB_QUERY_END_ID, | |
| }, | |
| Options::SortTpch(opt) => match opt.query { | |
| Some(query_id) => query_id..=query_id, | |
| None => { | |
| sort_tpch::SORT_TPCH_QUERY_START_ID..=sort_tpch::SORT_TPCH_QUERY_END_ID | |
| } | |
| }, | |
| Options::Tpch(opt) => match opt.query { | |
| Some(query_id) => query_id..=query_id, | |
| None => tpch::TPCH_QUERY_START_ID..=tpch::TPCH_QUERY_END_ID, | |
| }, | |
| }; | |
| // 2. Prebuild dfbench binary so that memory does not blow up due to build process | |
| println!("Pre-building benchmark binary..."); | |
| let status = Command::new("cargo") | |
| .args([ | |
| "build", | |
| "--profile", | |
| &profile, | |
| "--features", | |
| "mimalloc_extended", | |
| "--bin", | |
| "dfbench", | |
| ]) | |
| .status() | |
| .expect("Failed to build dfbench"); | |
| assert!(status.success()); | |
| println!("Benchmark binary built successfully."); | |
| // 3. Create a new process per each benchmark query and print summary | |
| // Find position of subcommand to collect args for dfbench | |
| let args: Vec<_> = env::args().collect(); | |
| let subcommands = ["tpch", "clickbench", "h2o", "imdb", "sort-tpch"]; | |
| let sub_pos = args | |
| .iter() | |
| .position(|s| subcommands.iter().any(|&cmd| s == cmd)) | |
| .expect("No benchmark subcommand found"); | |
| // Args starting from subcommand become dfbench args | |
| let mut dfbench_args: Vec<String> = | |
| args[sub_pos..].iter().map(|s| s.to_string()).collect(); | |
| run_benchmark_as_child_process(&profile, query_range, &mut dfbench_args)?; | |
| Ok(()) | |
| } | |
| fn run_benchmark_as_child_process( | |
| profile: &str, | |
| query_range: std::ops::RangeInclusive<usize>, | |
| args: &mut Vec<String>, | |
| ) -> Result<()> { | |
| let mut query_strings: Vec<String> = Vec::new(); | |
| for i in query_range { | |
| query_strings.push(i.to_string()); | |
| } | |
| let target_dir = | |
| env::var("CARGO_TARGET_DIR").unwrap_or_else(|_| "target".to_string()); | |
| let command = format!("{target_dir}/{profile}/dfbench"); | |
| // Check whether benchmark binary exists | |
| assert!( | |
| Path::new(&command).exists(), | |
| "Benchmark binary not found: `{command}`\nRun this command from the top-level `datafusion/` directory so `target/{profile}/dfbench` can be found.", | |
| ); | |
| args.insert(0, command); | |
| let mut results = vec![]; | |
| // Run Single Query (args already contain --query num) | |
| if args.contains(&"--query".to_string()) { | |
| let _ = run_query(args, &mut results); | |
| print_summary_table(&results); | |
| return Ok(()); | |
| } | |
| // Run All Queries | |
| args.push("--query".to_string()); | |
| for query_str in query_strings { | |
| args.push(query_str); | |
| let _ = run_query(args, &mut results); | |
| args.pop(); | |
| } | |
| print_summary_table(&results); | |
| Ok(()) | |
| } | |
| fn run_query(args: &[String], results: &mut Vec<QueryResult>) -> Result<()> { | |
| let exec_path = &args[0]; | |
| let exec_args = &args[1..]; | |
| let mut child = Command::new(exec_path) | |
| .args(exec_args) | |
| .stdout(Stdio::piped()) | |
| .spawn() | |
| .expect("Failed to start benchmark"); | |
| let stdout = child.stdout.take().unwrap(); | |
| let reader = BufReader::new(stdout); | |
| // Buffer child's stdout | |
| let lines: Result<Vec<String>, std::io::Error> = | |
| reader.lines().collect::<Result<_, _>>(); | |
| child | |
| .wait() | |
| .expect("Benchmark process exited with an error"); | |
| // Parse after child process terminates | |
| let lines = lines?; | |
| let mut iter = lines.iter().peekable(); | |
| // Look for lines that contain execution time / memory stats | |
| while let Some(line) = iter.next() { | |
| if let Some((query, duration_ms)) = parse_query_time(line) | |
| && let Some(next_line) = iter.peek() | |
| && let Some((peak_rss, peak_commit, page_faults)) = parse_vm_line(next_line) | |
| { | |
| results.push(QueryResult { | |
| query, | |
| duration_ms, | |
| peak_rss, | |
| peak_commit, | |
| page_faults, | |
| }); | |
| break; | |
| } | |
| } | |
| Ok(()) | |
| } | |
| #[derive(Debug)] | |
| struct QueryResult { | |
| query: usize, | |
| duration_ms: f64, | |
| peak_rss: String, | |
| peak_commit: String, | |
| page_faults: String, | |
| } | |
| fn parse_query_time(line: &str) -> Option<(usize, f64)> { | |
| let re = regex::Regex::new(r"Query (\d+) avg time: ([\d.]+) ms").unwrap(); | |
| if let Some(caps) = re.captures(line) { | |
| let query_id = caps[1].parse::<usize>().ok()?; | |
| let avg_time = caps[2].parse::<f64>().ok()?; | |
| Some((query_id, avg_time)) | |
| } else { | |
| None | |
| } | |
| } | |
| fn parse_vm_line(line: &str) -> Option<(String, String, String)> { | |
| let re = regex::Regex::new( | |
| r"Peak RSS:\s*([\d.]+\s*[A-Z]+),\s*Peak Commit:\s*([\d.]+\s*[A-Z]+),\s*Page Faults:\s*([\d.]+)" | |
| ).ok()?; | |
| let caps = re.captures(line)?; | |
| let peak_rss = caps.get(1)?.as_str().to_string(); | |
| let peak_commit = caps.get(2)?.as_str().to_string(); | |
| let page_faults = caps.get(3)?.as_str().to_string(); | |
| Some((peak_rss, peak_commit, page_faults)) | |
| } | |
| // Print as simple aligned table | |
| fn print_summary_table(results: &[QueryResult]) { | |
| println!( | |
| "\n{:<8} {:>10} {:>12} {:>12} {:>18}", | |
| "Query", "Time (ms)", "Peak RSS", "Peak Commit", "Major Page Faults" | |
| ); | |
| println!("{}", "-".repeat(64)); | |
| for r in results { | |
| println!( | |
| "{:<8} {:>10.2} {:>12} {:>12} {:>18}", | |
| r.query, r.duration_ms, r.peak_rss, r.peak_commit, r.page_faults | |
| ); | |
| } | |
| } | |
| #[cfg(test)] | |
| // Only run with "ci" mode when we have the data | |
| #[cfg(feature = "ci")] | |
| mod tests { | |
| use datafusion::common::exec_err; | |
| use datafusion::error::Result; | |
| use std::path::{Path, PathBuf}; | |
| use std::process::Command; | |
| fn get_tpch_data_path() -> Result<String> { | |
| let path = | |
| std::env::var("TPCH_DATA").unwrap_or_else(|_| "benchmarks/data".to_string()); | |
| if !Path::new(&path).exists() { | |
| return exec_err!( | |
| "Benchmark data not found (set TPCH_DATA env var to override): {}", | |
| path | |
| ); | |
| } | |
| Ok(path) | |
| } | |
| // Try to find target/ dir upward | |
| fn find_target_dir(start: &Path) -> Option<PathBuf> { | |
| let mut dir = start; | |
| while let Some(current) = Some(dir) { | |
| if current.join("target").is_dir() { | |
| return Some(current.join("target")); | |
| } | |
| dir = match current.parent() { | |
| Some(parent) => parent, | |
| None => break, | |
| }; | |
| } | |
| None | |
| } | |
| #[test] | |
| // This test checks whether `mem_profile` runs successfully and produces expected output | |
| // using TPC-H query 6 (which runs quickly). | |
| fn mem_profile_e2e_tpch_q6() -> Result<()> { | |
| let profile = "ci"; | |
| let tpch_data = get_tpch_data_path()?; | |
| // The current working directory may not be the top-level datafusion/ directory, | |
| // so we manually walkdir upward, locate the target directory | |
| // and set it explicitly via CARGO_TARGET_DIR for the mem_profile command. | |
| let target_dir = find_target_dir(&std::env::current_dir()?); | |
| let output = Command::new("cargo") | |
| .env("CARGO_TARGET_DIR", target_dir.unwrap()) | |
| .args([ | |
| "run", | |
| "--profile", | |
| profile, | |
| "--bin", | |
| "mem_profile", | |
| "--", | |
| "--bench-profile", | |
| profile, | |
| "tpch", | |
| "--query", | |
| "6", | |
| "--path", | |
| &tpch_data, | |
| "--format", | |
| "tbl", | |
| ]) | |
| .output() | |
| .expect("Failed to run mem_profile"); | |
| let stdout = String::from_utf8_lossy(&output.stdout); | |
| let stderr = String::from_utf8_lossy(&output.stderr); | |
| assert!( | |
| output.status.success(), | |
| "mem_profile failed\nstdout:\n{stdout}\nstderr:\n{stderr}---------------------", | |
| ); | |
| assert!( | |
| stdout.contains("Peak RSS") | |
| && stdout.contains("Query") | |
| && stdout.contains("Time"), | |
| "Unexpected output:\n{stdout}", | |
| ); | |
| Ok(()) | |
| } | |
| } |