Download next.js/turbopack/xtask/src/summarize_bench/mod.rs from Devendra174/react-code-dataset: direct link, hf CLI and curl.
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8.43 kB
| pub(crate) mod data; | |
| use std::{ | |
| collections::{BTreeMap, hash_map::Entry}, | |
| fs::File, | |
| hash::BuildHasherDefault, | |
| path::{Path, PathBuf}, | |
| time::{Duration, UNIX_EPOCH}, | |
| }; | |
| use anyhow::{Context, anyhow}; | |
| use chrono::{DateTime, Utc}; | |
| use indexmap::IndexSet; | |
| use rustc_hash::{FxHashMap, FxHasher}; | |
| use walkdir::WalkDir; | |
| use self::data::Benchmark; | |
| use crate::summarize_bench::data::{BaseBenchmarks, CStats}; | |
| type FxIndexSet<T> = IndexSet<T, BuildHasherDefault<FxHasher>>; | |
| struct BenchDataFile { | |
| path: PathBuf, | |
| sha: String, | |
| timestamp: u64, | |
| system: String, | |
| } | |
| impl<'a> TryFrom<&'a Path> for BenchDataFile { | |
| type Error = &'static str; | |
| fn try_from(path: &'a Path) -> Result<Self, Self::Error> { | |
| let key_dir = path.parent().ok_or("invalid structure")?; | |
| let sha_dir = key_dir.parent().ok_or("invalid structure")?; | |
| let system_dir = sha_dir.parent().ok_or("invalid structure")?; | |
| let (timestamp, sha) = sha_dir | |
| .file_name() | |
| .ok_or("invalid filename")? | |
| .to_str() | |
| .ok_or("invalid chars in file name")? | |
| .split_once('-') | |
| .ok_or("missing dash in timestamp-sha directory")?; | |
| Ok(Self { | |
| path: path.to_path_buf(), | |
| sha: sha.to_string(), | |
| timestamp: timestamp.parse().map_err(|_| "unable to parse timestamp")?, | |
| system: system_dir | |
| .file_name() | |
| .ok_or("invalid filename")? | |
| .to_str() | |
| .ok_or("invalid chars in file name")? | |
| .to_string(), | |
| }) | |
| } | |
| } | |
| pub fn process_all(path: PathBuf) { | |
| let mut map = FxHashMap::default(); | |
| for entry in WalkDir::new(&path) | |
| .into_iter() | |
| .filter_map(Result::ok) | |
| .filter(|e| { | |
| e.file_type().is_file() | |
| && e.file_name().to_str().map(|n| n.ends_with("raw.json")) == Some(true) | |
| }) | |
| { | |
| let data_file_result: Result<BenchDataFile, _> = entry.path().try_into(); | |
| if let Ok(data_file) = data_file_result { | |
| let inner_map: &mut FxHashMap<_, _> = map.entry(data_file.system.clone()).or_default(); | |
| let items: &mut Vec<BenchDataFile> = | |
| inner_map.entry(data_file.sha.clone()).or_default(); | |
| items.push(data_file); | |
| } | |
| } | |
| for (system, inner_map) in map { | |
| let mut latest: FxHashMap<String, (u64, String, Benchmark)> = FxHashMap::default(); | |
| for (sha, data_files) in inner_map { | |
| let min_ts = data_files.iter().map(|d| d.timestamp).min().unwrap(); | |
| let max_ts = data_files.iter().map(|d| d.timestamp).max().unwrap(); | |
| let mut items = data_files | |
| .iter() | |
| .map(|data_file| { | |
| let file = File::open(&data_file.path).unwrap(); | |
| let reader = std::io::BufReader::new(file); | |
| let data: BaseBenchmarks = serde_json::from_reader(reader) | |
| .with_context(|| anyhow!("unable to read {}", data_file.path.display())) | |
| .unwrap(); | |
| data | |
| }) | |
| .collect::<Vec<_>>(); | |
| let mut by_name = FxHashMap::default(); | |
| for (i, data) in items.iter().enumerate() { | |
| for (name, bench) in data.benchmarks.iter() { | |
| let list: &mut Vec<_> = by_name.entry(name).or_default(); | |
| list.push((i, bench)); | |
| } | |
| } | |
| let mut normalization_state = items.iter().map(|_| (0.0, 0)).collect::<Vec<_>>(); | |
| for list in by_name.values().filter(|l| l.len() > 1) { | |
| let avg = list | |
| .iter() | |
| .map(|(_, b)| b.estimates.mean.point_estimate) | |
| .sum::<f64>() | |
| / list.len() as f64; | |
| for (i, b) in list { | |
| let correction = avg / b.estimates.mean.point_estimate; | |
| let (sum, count) = &mut normalization_state[*i]; | |
| *sum += correction; | |
| *count += 1; | |
| } | |
| } | |
| for (i, benches) in items.iter_mut().enumerate() { | |
| let (sum, count) = normalization_state[i]; | |
| if count <= 1 { | |
| continue; | |
| } | |
| let correction = sum / count as f64; | |
| for bench in benches.benchmarks.values_mut() { | |
| fn correct(s: &mut CStats, f: f64) { | |
| s.point_estimate *= f; | |
| s.standard_error *= f; | |
| s.confidence_interval.lower_bound *= f; | |
| s.confidence_interval.upper_bound *= f; | |
| } | |
| correct(&mut bench.estimates.mean, correction); | |
| correct(&mut bench.estimates.median, correction); | |
| correct(&mut bench.estimates.median_abs_dev, correction); | |
| if let Some(slope) = bench.estimates.slope.as_mut() { | |
| correct(slope, correction); | |
| } | |
| correct(&mut bench.estimates.std_dev, correction); | |
| } | |
| // let data_file = &data_files[i]; | |
| // benches.name = format!("{}-{sha}", data_file.timestamp); | |
| // let normalized = | |
| // data_file.path.parent().unwrap().join("normalized.json"); | |
| // let file = File::create(&normalized).unwrap(); | |
| // let writer = std::io::BufWriter::new(file); | |
| // serde_json::to_writer_pretty(writer, benches).unwrap(); | |
| } | |
| let baseline = &sha[..7]; | |
| let mut latest_for_sha = BaseBenchmarks { | |
| name: baseline.to_string(), | |
| benchmarks: BTreeMap::new(), | |
| }; | |
| let all_benchmark_keys = items | |
| .iter() | |
| .flat_map(|b| b.benchmarks.keys()) | |
| .collect::<FxIndexSet<_>>(); | |
| for key in all_benchmark_keys { | |
| let (ts, bench) = items | |
| .iter() | |
| .enumerate() | |
| .map(|(i, b)| (data_files[i].timestamp, b)) | |
| .filter_map(|(ts, benches)| benches.benchmarks.get(key).map(|b| (ts, b))) | |
| .max_by_key(|(ts, _)| *ts) | |
| .unwrap(); | |
| let ts = UNIX_EPOCH + Duration::from_secs(ts); | |
| let ts = DateTime::<Utc>::from(ts); | |
| let ts = ts.format("%Y-%m-%d %H:%M"); | |
| let key_ts = format!("{key} ({ts})"); | |
| let key_ts_sha = format!("{key} ({ts}, {})", &sha[..7]); | |
| match latest.entry(key.to_string()) { | |
| Entry::Occupied(mut e) => { | |
| if e.get().0 < min_ts { | |
| e.insert((min_ts, key_ts_sha, bench.clone())); | |
| } | |
| } | |
| Entry::Vacant(e) => { | |
| e.insert((min_ts, key_ts_sha, bench.clone())); | |
| } | |
| } | |
| latest_for_sha.benchmarks.insert(key_ts, bench.clone()); | |
| } | |
| let latest_for_sha_path = data_files | |
| .first() | |
| .unwrap() | |
| .path | |
| .parent() | |
| .unwrap() | |
| .parent() | |
| .unwrap() | |
| .parent() | |
| .unwrap() | |
| .join(format!("{min_ts}-{max_ts}-{sha}.json")); | |
| let file = File::create(&latest_for_sha_path).unwrap(); | |
| let writer = std::io::BufWriter::new(file); | |
| serde_json::to_writer_pretty(writer, &latest_for_sha).unwrap(); | |
| println!("{}", latest_for_sha_path.display()); | |
| } | |
| let latest_for_system = BaseBenchmarks { | |
| name: "latest".to_string(), | |
| benchmarks: latest | |
| .into_values() | |
| .map(|(_, key, bench)| (key, bench)) | |
| .collect(), | |
| }; | |
| let latest_path = path.join(format!("{system}.json")); | |
| let file = File::create(&latest_path).unwrap(); | |
| let writer = std::io::BufWriter::new(file); | |
| serde_json::to_writer_pretty(writer, &latest_for_system).unwrap(); | |
| println!("{}", latest_path.display()); | |
| } | |
| } | |