diff options
author | Vincent Ambo <mail@tazj.in> | 2024-10-12T22·33+0300 |
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committer | clbot <clbot@tvl.fyi> | 2024-10-12T23·02+0000 |
commit | 398a9b531758297417280ccf06b82c85f3d236dd (patch) | |
tree | 1cc1461a07db173c2c2594f447d6d584976dcac1 /users/edef/crunch-v2/src/bin/extract.rs | |
parent | b21cb11b7f65d84baca62a0492d63d184e4f5095 (diff) |
chore(tvix/tools): move crunch-v2 to //users/edef r/8798
This is not a core Tvix tool, it's some sort of one-off analysis thing. Change-Id: I05fcbed45abad27d6b5cfd49db1727249dad3971 Reviewed-on: https://cl.tvl.fyi/c/depot/+/12603 Autosubmit: tazjin <tazjin@tvl.su> Tested-by: BuildkiteCI Reviewed-by: edef <edef@edef.eu>
Diffstat (limited to 'users/edef/crunch-v2/src/bin/extract.rs')
-rw-r--r-- | users/edef/crunch-v2/src/bin/extract.rs | 155 |
1 files changed, 155 insertions, 0 deletions
diff --git a/users/edef/crunch-v2/src/bin/extract.rs b/users/edef/crunch-v2/src/bin/extract.rs new file mode 100644 index 000000000000..416d201f4e04 --- /dev/null +++ b/users/edef/crunch-v2/src/bin/extract.rs @@ -0,0 +1,155 @@ +//! This tool lossily converts a Sled database produced by crunch-v2 into a Parquet file for analysis. +//! The resulting `crunch.parquet` has columns file_hash`, `nar_hash`, and `chunk`. +//! The first two are SHA-256 hashes of the compressed file and the NAR it decompresses to. +//! `chunk` is a struct array corresponding to [crunch_v2::proto::Chunk] messages. +//! They are concatenated without any additional structure, so nothing but the chunk list is preserved. + +use anyhow::Result; +use clap::Parser; +use indicatif::{ProgressBar, ProgressStyle}; +use std::fs::File; +use std::path::PathBuf; + +use crunch_v2::proto::{self, path::Node}; +use prost::Message; + +use polars::{ + chunked_array::builder::AnonymousOwnedListBuilder, + prelude::{ + df, BinaryChunkedBuilder, ChunkedBuilder, DataFrame, DataType, Field, ListBuilderTrait, + NamedFrom, ParquetWriter, PrimitiveChunkedBuilder, Series, UInt32Type, + }, + series::IntoSeries, +}; + +#[derive(Parser)] +struct Args { + /// Path to the sled database that's read from. + #[clap(default_value = "crunch.db")] + infile: PathBuf, + + /// Path to the resulting parquet file that's written. + #[clap(default_value = "crunch.parquet")] + outfile: PathBuf, +} + +fn main() -> Result<()> { + let args = Args::parse(); + + let w = ParquetWriter::new(File::create(args.outfile)?); + + let db: sled::Db = sled::open(&args.infile).unwrap(); + let files_tree: sled::Tree = db.open_tree("files").unwrap(); + + let progress = + ProgressBar::new(files_tree.len() as u64).with_style(ProgressStyle::with_template( + "{elapsed_precise}/{duration_precise} {wide_bar} {pos}/{len}", + )?); + + let mut frame = FrameBuilder::new(); + for entry in &files_tree { + let (file_hash, pb) = entry?; + frame.push( + file_hash[..].try_into().unwrap(), + proto::Path::decode(&pb[..])?, + ); + progress.inc(1); + } + + w.finish(&mut frame.finish())?; + + Ok(()) +} + +struct FrameBuilder { + file_hash: BinaryChunkedBuilder, + nar_hash: BinaryChunkedBuilder, + chunk: AnonymousOwnedListBuilder, +} + +impl FrameBuilder { + fn new() -> Self { + Self { + file_hash: BinaryChunkedBuilder::new("file_hash", 0, 0), + nar_hash: BinaryChunkedBuilder::new("nar_hash", 0, 0), + chunk: AnonymousOwnedListBuilder::new( + "chunk", + 0, + Some(DataType::Struct(vec![ + Field::new("hash", DataType::Binary), + Field::new("size", DataType::UInt32), + Field::new("size_compressed", DataType::UInt32), + ])), + ), + } + } + + fn push(&mut self, file_hash: [u8; 32], pb: proto::Path) { + self.file_hash.append_value(&file_hash[..]); + self.nar_hash.append_value(pb.nar_hash); + self.chunk + .append_series(&ChunkFrameBuilder::new(pb.node.unwrap())) + .unwrap(); + } + + fn finish(mut self) -> DataFrame { + df! { + "file_hash" => self.file_hash.finish().into_series(), + "nar_hash" => self.nar_hash.finish().into_series(), + "chunk" => self.chunk.finish().into_series() + } + .unwrap() + } +} + +struct ChunkFrameBuilder { + hash: BinaryChunkedBuilder, + size: PrimitiveChunkedBuilder<UInt32Type>, + size_compressed: PrimitiveChunkedBuilder<UInt32Type>, +} + +impl ChunkFrameBuilder { + fn new(node: proto::path::Node) -> Series { + let mut this = Self { + hash: BinaryChunkedBuilder::new("hash", 0, 0), + size: PrimitiveChunkedBuilder::new("size", 0), + size_compressed: PrimitiveChunkedBuilder::new("size_compressed", 0), + }; + + this.push(node); + this.finish() + } + + fn push(&mut self, node: Node) { + match node { + Node::Directory(node) => { + for node in node.files { + self.push(Node::File(node)); + } + + for node in node.directories { + self.push(Node::Directory(node)); + } + } + Node::File(node) => { + for chunk in node.chunks { + self.hash.append_value(&chunk.hash); + self.size.append_value(chunk.size); + self.size_compressed.append_value(chunk.size_compressed); + } + } + Node::Symlink(_) => {} + } + } + + fn finish(self) -> Series { + df! { + "hash" => self.hash.finish().into_series(), + "size" => self.size.finish().into_series(), + "size_compressed" => self.size_compressed.finish().into_series() + } + .unwrap() + .into_struct("chunk") + .into_series() + } +} |