Add anonymized benchmark datasets and constraint suites for paper evaluation
Browse files- README.md +65 -0
- constraints.zip +3 -0
- dblp_raw.zip +3 -0
- graph_benchmarks.zip +3 -0
- ldbc_scales.zip +3 -0
- manifest.json +94 -0
- rdf_benchmarks.zip +3 -0
- relational_benchmarks.zip +3 -0
- tpch_scales.zip +3 -0
- watdiv_10m.zip +3 -0
README.md
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---
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license: apache-2.0
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task_categories:
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- graph-machine-learning
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- relational-databases
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- knowledge-graphs
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tags:
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- database-integrity
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- automated-reasoning
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- first-order-logic
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- craig-interpolation
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- formal-verification
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- sigmod-reproducibility
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size_categories:
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- 10GB<n<100GB
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---
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# GraphGuard Benchmark Suite (Anonymized Submission)
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This repository contains the complete cross-paradigm benchmark suites, schemas, constraints, and data instances for **GraphGuard**, an automated first-order theorem proving and Craig interpolation framework for database integrity verification.
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## Repository Contents
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The repository is modularly structured into tier-based packages:
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### 1. Constraints Suite (`constraints.zip` ~0.5 MB)
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Contains all integrity constraints evaluated across the three paradigms:
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- **Property Graphs:** Mined and hand-crafted Graph Generating Dependencies (GGDs) for **CORDIS**, **DBLP**, **GDELT**, and **LDBC SNB**.
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- **RDF Knowledge Graphs:** W3C SHACL shape schemas and OWL ontologies for **LUBM** and **WatDiv**.
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- **Relational Schemas:** Relational dependencies (foreign keys, uniqueness EGDs, check constraints) for **TPC-H** and all **ChaseBench** scenarios (`doctors`, `doctors-fd`, `LUBM`, `Ontology-256`, `STB-128`, `deep`, and `correctness` suites).
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### 2. Standard Evaluation Benchmarks (`graph_benchmarks.zip`, `rdf_benchmarks.zip`, `relational_benchmarks.zip`)
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- **Property Graphs (`graph_benchmarks.zip`):** Ready-to-evaluate node and edge CSV files for Neo4j and localized r-hop neighborhood extraction (`cordis_small`, `dblp_small`, `gdelt_small`, `ldbc_small_*`).
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- **RDF Knowledge Graphs (`rdf_benchmarks.zip`):** LUBM multi-university instances (1 to 15 universities in OWL/RDF), WatDiv 100k triple sample (`watdiv_100k.nt`), and UBA synthetic data generator.
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- **Relational Databases (`relational_benchmarks.zip`):** ChaseBench relational scenarios with tables, schemas, queries, and repair tools, alongside TPC-H decision-support tables at scale factors 0.01 to 0.1.
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### 3. Full-Scale Datasets (Optional, for heavy data scaling)
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- `ldbc_scales.zip`: LDBC SNB SF 1 and SF 3 instances.
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- `watdiv_10m.zip`: WatDiv full 10M triples dataset (`watdiv.10M.nt`).
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- `dblp_raw.zip`: Complete DBLP publication XML database (`dblp.xml`, `dblp.dtd`).
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- `tpch_scales.zip`: TPC-H tables at SF 0.3, SF 1, SF 3, and SF 10.
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---
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## Quick Download & Setup
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You can download and extract these datasets directly into the codebase using the automated downloader script:
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```bash
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# Download standard evaluation bundle (constraints + benchmark datasets):
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python scripts/download_benchmarks.py
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# Download only constraints (ultra-lightweight, ~300 KB):
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python scripts/download_benchmarks.py --constraints-only
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# Download specific datasets:
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python scripts/download_benchmarks.py --dataset ldbc cordis
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```
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All archives extract into the `datasets/` root directory, maintaining the exact folder paths expected by the evaluation pipelines (`run_all_benchmarks.py`, `run_eval.sh`, `run_chasebench_eval.sh`, and `run_lubm_scaling.sh`).
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---
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## Double-Blind Anonymity Compliance
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This repository and its contents are fully anonymized for double-blind peer review. All local paths, personal metadata, and author identifications have been scrubbed in accordance with SIGMOD review guidelines.
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constraints.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:03d45fa5992f0f9c09e6955ad6ce2f0e4db59e5f74ad71a1c9dec80895c53981
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size 421478
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dblp_raw.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:76045d1a1dac2c91e6b1b86fb991eab99328df4672a1587042afa5c8421588be
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size 1056396055
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graph_benchmarks.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:61278b579fdb8f97f6775629e1893e2bd0b7f0c3fc05f73c554da4d3d88d819d
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size 170478403
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ldbc_scales.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:84699564471a0259a102db26a27fb76b89cc19e3555ac9b8f7d7144e76585367
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size 2255841826
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manifest.json
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{
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"repository": "graphguard-benchmarks",
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"description": "Anonymized GraphGuard benchmark and constraint artifacts",
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"packages": {
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"constraints": {
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"filename": "constraints.zip",
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"tier": "constraints",
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"description": "Graph Generating Dependencies (GGDs), SHACL shapes, Relational rules, and ChaseBench dependencies",
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"file_count": 519,
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"uncompressed_bytes": 1665545,
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"uncompressed_mb": 1.59,
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"compressed_bytes": 421478,
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"compressed_mb": 0.4,
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"sha256": "03d45fa5992f0f9c09e6955ad6ce2f0e4db59e5f74ad71a1c9dec80895c53981"
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},
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"graph_benchmarks": {
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"filename": "graph_benchmarks.zip",
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"tier": "benchmark",
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"description": "Ready-to-use extracted Property Graph CSVs for CORDIS, DBLP, GDELT, and LDBC (SF 0.003 - 0.3)",
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"file_count": 14,
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"uncompressed_bytes": 976340967,
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"uncompressed_mb": 931.11,
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"compressed_bytes": 170478403,
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"compressed_mb": 162.58,
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"sha256": "61278b579fdb8f97f6775629e1893e2bd0b7f0c3fc05f73c554da4d3d88d819d"
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},
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"rdf_benchmarks": {
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"filename": "rdf_benchmarks.zip",
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"tier": "benchmark",
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"description": "RDF Knowledge Graphs: LUBM 1-15 universities OWL/CSVs, WatDiv 100k triples, and UBA generator",
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"file_count": 38,
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"uncompressed_bytes": 35259307,
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"uncompressed_mb": 33.63,
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"compressed_bytes": 2323979,
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"compressed_mb": 2.22,
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"sha256": "50de80675d6b93b3b4b25028dd3c6630673c2e0b36483db95a8a9866d0d3c995"
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},
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"relational_benchmarks": {
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"filename": "relational_benchmarks.zip",
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"tier": "benchmark",
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"description": "Relational benchmark data: ChaseBench scenarios (data, schemas, queries, tools) & TPC-H SF 0.01 - 0.1",
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"file_count": 3564,
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"uncompressed_bytes": 1416173130,
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"compressed_bytes": 977490624,
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},
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"ldbc_scales": {
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"filename": "ldbc_scales.zip",
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"tier": "full",
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"description": "LDBC SNB larger scale factor subgraphs (ldbc_small_1, ldbc_small_3) and raw graph CSV dumps",
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"file_count": 590,
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"uncompressed_bytes": 10153498134,
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},
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"watdiv_10m": {
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"filename": "watdiv_10m.zip",
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"tier": "full",
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"description": "WatDiv full 10M triples dataset (watdiv.10M.nt)",
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"file_count": 2,
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"uncompressed_bytes": 1548944211,
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},
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"dblp_raw": {
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"filename": "dblp_raw.zip",
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"tier": "full",
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"description": "DBLP complete XML dump and DTD specification",
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"file_count": 2,
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"uncompressed_bytes": 5138736228,
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},
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"tpch_scales": {
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| 83 |
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"filename": "tpch_scales.zip",
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"tier": "full",
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"description": "TPC-H larger scale factor tables (sf_0.3, sf_1, sf_3, sf_10)",
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}
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}
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}
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rdf_benchmarks.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:50de80675d6b93b3b4b25028dd3c6630673c2e0b36483db95a8a9866d0d3c995
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size 2323979
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relational_benchmarks.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:ed2a2cb7b887f27e1112f982cb9c2de8a5933a076bc4efa27fe6ca94e3b9c73e
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size 977490624
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tpch_scales.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5e04814f2a8a03c2e62075e55cf423248c693785d54137c41126b2161bfd38f
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size 4631644870
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watdiv_10m.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:469d608225236e5ade76828438ffb142f739206a9d42c824941784bee29c071f
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size 88186076
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