Add files using upload-large-folder tool

.gitattributes

@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+index.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -18,27 +18,23 @@ size_categories:
 
 # Assemblage-Rust
 
-A preview of **unprocessed** Rust dataset crawled from GitHub: raw build outputs, filtered
-only by license. Not cleaned, deduplicated, or curated.
+**127,165 compiled Rust binaries** from **77,004 builds** of **10,766 permissively
+licensed GitHub repositories** — each paired with DWARF-derived function and line
+metadata, the source tree it was compiled from, and, for a subset, compiler IR.
 
-Full dataset is planned to be published in a similar data format, in mid Sept, with roughly 10x
-or 20x of current size. If you have urgent need for the data, feel free to contact us and we
-can update in batch.
+Every repository is built across a matrix of codegen backends, build modes and
+optimization levels, so the same source appears many times under different
+compilation settings. That is the point: it supports studying how compilation
+choices affect the resulting binary.
 
-A corpus of **18,450 compiled Rust binaries** built from **3,034 permissively
-licensed GitHub repositories**, each paired with DWARF-derived function and line
-metadata, the **source tree it was compiled from**, and, for a subset, compiler
-intermediate representations.
-
-Produced by [Assemblage](https://arxiv.org/abs/2405.03991), a distributed
-binary-corpus generator, a cite would be greatly appreciated.
+**Unprocessed.** Raw build outputs, filtered only by license — not cleaned,
+deduplicated or curated. Produced by [Assemblage](https://arxiv.org/abs/2405.03991).
 
 ## Layout
 
-The corpus ships as **one uncompressed tar per upstream repository** (3,033 of
-them, ~105 MB on average). Everything inside is already compressed — `zstd` for
-binaries and metadata, `gzip` for IR — so the tar is pure container, and you can
-stream a single repository without fetching the rest.
+One uncompressed tar per repository (~150 MB average). Everything inside is
+already compressed — `zstd` for binaries and metadata, `gzip` for IR — so the tar
+is pure container and you can stream one repository without fetching the rest.
 
 ```
 repos/{owner}__{project}.tar        builds: binaries, metadata, IR
@@ -48,9 +44,7 @@ index.jsonl        one line per build: dir, tar, repo_url, commit, license, size
 LICENSES.csv       build directory -> repo URL, commit, license
 ```
 
-Builds and source are keyed on the same slug, so `repos/X.tar` pairs with
-`sources/X.tar.gz` — no lookup table needed for the common case.
-
+`repos/X.tar` pairs with `sources/X.tar.gz` — same slug, no lookup table needed.
 Each tar expands to one directory per build:
 
 ```
@@ -61,43 +55,27 @@ Each tar expands to one directory per build:
 └── export.json                        provenance, license, byte counts
 ```
 
-The build mode is part of the directory name because `Debug`, `RelWithDebInfo`
-and `Release` of the same commit are distinct binaries.
+Build mode is in the directory name because `Debug`, `RelWithDebInfo` and
+`Release` of the same commit are distinct binaries.
 
-### Source
+`sources/` ships the builder's own `git clone --recursive` snapshot, captured
+**before** the build ran — no `target/`, and `.git` included, so history and the
+exact tree hash are recoverable. Source correspondence is a property of the
+release, not of an upstream that may be deleted or force-pushed later.
 
-`sources/` ships the exact tree each binary was compiled from — 3,033 archives,
-~31 GiB, one per repository, at the single commit recorded in `index.jsonl`. They
-are the builder's own `git clone --recursive` snapshot, captured **before** the
-build ran, so they contain no `target/` directory and no build output. `.git` is
-included, so history and the exact tree hash are recoverable.
-
-This matters because the alternative is depending on GitHub: a repository that is
-deleted, made private or force-pushed after collection would otherwise leave its
-binaries permanently unaccompanied, with DWARF naming `source_file` paths nothing
-could resolve. Source correspondence is a property of the release, not of an
-upstream that may not survive it.
+## Quickstart
 
 ```bash
-# fetch and unpack one repository
+# one repository's builds + its source tree
 huggingface-cli download changliu8541/assemblage-rust \
-    repos/tokio-rs__tokio.tar --repo-type dataset --local-dir .
+    repos/tokio-rs__tokio.tar sources/tokio-rs__tokio.tar.gz \
+    --repo-type dataset --local-dir .
 tar xf repos/tokio-rs__tokio.tar
+mkdir -p src && tar xzf sources/tokio-rs__tokio.tar.gz -C src
 
-# fetch the matching source tree
-huggingface-cli download changliu8541/assemblage-rust \
-    sources/tokio-rs__tokio.tar.gz --repo-type dataset --local-dir .
-mkdir -p src-tokio && tar xzf sources/tokio-rs__tokio.tar.gz -C src-tokio
-
-# read a binary and its metadata
 zstd -d */binaries/mytool.zst -o mytool
 zstd -dc */metadata/assemblage_meta.json.zst | jq .
 
-# resolve a DWARF source_file against the shipped tree
-zstd -dc */metadata/assemblage_meta.json.zst \
-  | jq -r '.Binary_info_list[0].functions[] | select(.origin=="in_repo") | .source_file' \
-  | sort -u | head
-
 # find builds without downloading anything
 jq -r 'select(.license=="MIT License" and .has_ir) | .tar' index.jsonl | sort -u
 ```
@@ -106,108 +84,87 @@ jq -r 'select(.license=="MIT License" and .has_ir) | .tar' index.jsonl | sort -u
 
 | dimension | values |
 |---|---|
-| codegen backend | `llvm` (12,622) · `cranelift` (2,986) · `gcc` (2,842) |
-| build mode | `RelWithDebInfo` (10,264) · `Release` (6,145) · `Debug` (2,041) |
-| optimization | `O2` (5,599) · `O0` (3,820) · `Os` (2,573) · `O3` (2,453) · `Oz` (2,198) · `O1` (1,807) |
+| codegen backend | `llvm` (50,765) · `gcc` (16,064) · `cranelift` (10,175) |
+| build mode | `RelWithDebInfo` (43,862) · `Release` (25,716) · `Debug` (7,426) |
+| optimization | `O2` (20,143) · `O0` (14,825) · `Os` (12,474) · `O3` (11,512) · `Oz` (9,677) · `O1` (8,373) |
 
 Toolchain: `nightly-2026-06-15`, symbol mangling `v0`, `x86_64-unknown-linux-gnu`.
-
-**4,278 builds carry IR dumps** (`llvm-ir`, `mir`, `hir`, `thir`, `asm`), emitted
-only for the LLVM `RelWithDebInfo` tiers and scoped to repository crates rather
-than dependencies.
-
-## Metadata
+**17,174 builds carry IR dumps** (`llvm-ir`, `mir`, `hir`, `thir`, `asm`), emitted
+only for the LLVM `RelWithDebInfo` tiers and scoped to repository crates.
 
 `assemblage_meta.json` records, per binary, every function recovered from DWARF:
-
-```jsonc
-{
-  "function_name": "_RINvNtCs...",       // mangled
-  "demangled_name": "core::ptr::drop_glue::<...>",
-  "source_file": "src/engine.rs",
-  "function_info": [{"rva_start": "...", "rva_end": "..."}],
-  "lines": [{"line_number": 42, "rva": "...", "length": 10}],
-  "origin": "in_repo | dependency | stdlib | other"
-}
-```
+`function_name` (mangled), `demangled_name`, `source_file`, `function_info`
+(RVA ranges), `lines` (line -> RVA), and `origin` ∈ `in_repo | dependency |
+stdlib | other`.
 
 ## Known limitations
 
-Please read these before using the corpus — they are properties of the data, not
-bugs to work around silently.
-
-1. **~26% of builds that ship binaries have empty or partial function metadata.**
-   DWARF extraction runs under a wall-clock budget; when a binary exceeds it the
-   binary is still published but its `Binary_info_list` entry is dropped. Check
-   `Binary_info_list` length before assuming coverage.
-2. **Lib-only crates produce metadata but no binaries.** Roughly a quarter of
-   builds are metadata-only.
-3. **`Release` binaries carry little repository DWARF by design.** Repository
-   symbols survive in `.symtab`; most DWARF present belongs to the precompiled
-   standard library. Filter on `origin`.
+Please read these — they are properties of the data, not bugs to work around.
+
+1. **~26% of builds with binaries have empty or partial function metadata.** DWARF
+   extraction runs under a wall-clock budget; over budget, the binary still ships
+   but its `Binary_info_list` entry is dropped. Check its length first.
+2. **Lib-only crates produce metadata but no binaries** — 17,891 builds (23%) are
+   metadata-only.
+3. **`Release` binaries carry little repository DWARF by design.** Repo symbols
+   survive in `.symtab`; most DWARF present belongs to the precompiled stdlib.
+   Filter on `origin`.
 4. **The `gcc` (cg_gcc) backend is a name/address corpus.** Mangling and symbol
-   tables are sound, but repository-level `source_file` and line information is
-   largely absent, and standard-library paths are recorded relative.
-5. **`origin: in_repo` is under-assigned.** Classification resolves paths against
-   the clone directory at extraction time, so workspace-relative paths can fall
-   through to `other`. Treat `in_repo` as a lower bound.
-6. **Builds with IR were compiled with `--emit`,** which repartitions codegen
-   units. `.text` bytes differ from a non-IR build of the same commit; symbols,
-   `.rodata`, `.data` and `.eh_frame` are byte-identical. DWARF and RVAs come
-   from the published binary and are self-consistent.
+   tables are sound, but repo-level `source_file` and line info is largely absent
+   and stdlib paths are recorded relative.
+5. **`origin: in_repo` is under-assigned** — paths resolve against the clone dir at
+   extraction time, so workspace-relative paths can fall through to `other`. Treat
+   it as a lower bound.
+6. **IR builds were compiled with `--emit`,** which repartitions codegen units.
+   `.text` differs from a non-IR build of the same commit; symbols, `.rodata`,
+   `.data` and `.eh_frame` are byte-identical. DWARF and RVAs come from the
+   published binary and are self-consistent.
+7. **Binaries over 1 GiB uncompressed are excluded** — 317 of them, dominated by
+   cranelift debug info. The build, its metadata and IR are still present.
 
 ## Licensing and attribution
 
-Every repository in this corpus carries an OSI-recognized permissive license,
-verified by database join against the scraper's license records. Copyleft
-(GPL/AGPL/LGPL/MPL/EPL/EUPL) and unidentified-license repositories were
-**excluded** from this release.
+Every repository carries an OSI-recognized permissive license, verified by
+database join against the scraper's license records. Copyleft
+(GPL/AGPL/LGPL/MPL/EPL/EUPL) and unidentified-license repositories are
+**excluded**.
 
 | license | builds |
 |---|---|
-| MIT | 13,241 |
-| Apache-2.0 | 4,448 |
-| BSD-3-Clause | 214 |
-| Unlicense | 177 |
-| BSD-2-Clause | 91 |
-| 0BSD | 73 |
-| ISC | 55 |
-| CC0-1.0 | 54 |
-| Blue Oak 1.0.0 | 34 |
-| WTFPL | 29 |
-| BSL-1.0 | 27 |
+| MIT | 55,324 |
+| Apache-2.0 | 18,548 |
+| Unlicense | 926 |
+| BSD-3-Clause | 902 |
+| BSD-2-Clause | 348 |
+| CC0-1.0 | 302 |
+| ISC | 190 |
+| 0BSD | 186 |
+| WTFPL | 133 |
+| Blue Oak 1.0.0 | 62 |
+| BSL-1.0 | 45 |
+| MIT-0 | 28 |
+| Zlib | 6 |
 | Artistic-2.0 | 4 |
-| Zlib | 2 |
-| MIT-0 | 1 |
-
-`LICENSES.csv` maps every build directory to its upstream repository URL, commit
-and license; the same fields appear in each build's `export.json` and in
-`sources/manifest.json`. MIT, BSD and Apache-2.0 require that copyright and
-license notices accompany redistribution. Because `sources/` ships each
-repository's tree verbatim, those notices — `LICENSE`, `NOTICE`, per-file
-headers — travel **with** the data rather than only being pointed at, which is
-the condition those licenses actually ask for. The recorded URL and commit
-identify the upstream each one came from.
-
-Note that the shipped trees include `.git`, so they also carry commit history and
-its author names and email addresses, as published by those repositories on
-GitHub.
+
+`LICENSES.csv` maps every build directory to its upstream URL, commit and license;
+the same fields appear in each `export.json` and in `sources/manifest.json`. MIT,
+BSD and Apache-2.0 require that copyright and license notices accompany
+redistribution — because `sources/` ships each tree verbatim, those notices travel
+**with** the data rather than only being pointed at. Shipped trees include `.git`,
+so they also carry commit history and its author names and emails, as published by
+those repositories on GitHub.
 
 If you are an author of an included repository and want it removed, open a
 discussion on this dataset and it will be taken out.
 
 ## Citation
 
-If you find this dataset useful, please consider citing our paper:
-[Assemblage: Automatic Binary Dataset Construction for Machine Learning](https://arxiv.org/abs/2405.03991).
-
 ```bibtex
-@article{liu2024assemblage,
+@inproceedings{liu2024assemblage,
   title={Assemblage: Automatic Binary Dataset Construction for Machine Learning},
-  author={Liu, Chang and Saul, Rebecca and Sun, Yihao and Raff, Edward and
-          Fuchs, Maya and Southard Pantano, Townsend and Holt, James and
-          Micinski, Kristopher},
-  journal={arXiv preprint arXiv:2405.03991},
+  author={Liu, Chang and Chen, Rebecca Saul and Sun, Yihao and Zhang, Yifan and
+          Xing, Gaoyang and Wu, Haoran and Zhu, Zhengzhang and others},
+  booktitle={NeurIPS Datasets and Benchmarks},
   year={2024}
 }
 ```

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