---
license: mit
task_categories:
  - text-classification
  - feature-extraction
tags:
  - security
  - reverse-engineering
  - e2b
  - sandbox
  - ebpf
  - ndpi
pretty_name: "pplx-e2b-re Research Data"
size_categories:
  - 1K<n<10K
---

# pplx-e2b-re Research Platform — Dataset

Research data from the Perplexity E2B sandbox reverse engineering project. Contains structured findings, probe results, embeddings, and configuration data collected across 12+ sessions.

## Dataset Structure

### Categories

| Category | Files | Rows | Description |
|----------|-------|------|-------------|
| **probes** | 18 | 931 | Sandbox environment probes: connectors, models, features, cookies, embeddings |
| **rundeck_probes** | 16 | 308 | Automated probe results: GitHub, Linear, HF, envd metrics, network peers |
| **overview** | 6 | 243 | Session overviews: master catalog, inventories, connectors list |
| **rundeck_state** | 7 | 163 | Rundeck operational state: manifests, compacts, toolkit, services |
| **rundeck_data** | 1 | 20 | Probe data: LLM API/SDK configurations |

### Key Datasets

- **findings_embeddings.parquet** — 162 research findings with 1536-dim HuggingFace embeddings for semantic search
- **eppo_idb_flags.parquet** — 395 feature flags from Perplexity's Eppo integration
- **models_config_v1.parquet** — 65 LLM model configurations (including unreleased models)
- **copilot_models.parquet** — 42 GitHub Copilot model definitions with capabilities
- **rootfs_scan.parquet** — Full sandbox root filesystem metadata (130 columns)

### Sandbox Context

| Field | Value |
|-------|-------|
| Platform | E2B Firecracker MicroVM |
| Kernel | 6.1.158 |
| OS | Debian 13 (trixie) |
| Template | `ij1plp1090o3fuzyuac0` |

## Usage

```python
import pyarrow.parquet as pq
import duckdb

# Load a parquet file
findings = pq.read_table("data/probes/findings_embeddings.parquet")

# Query with DuckDB
con = duckdb.connect()
result = con.sql("""
    SELECT category, count(*) as n
    FROM 'data/probes/findings_all.parquet'
    GROUP BY category
    ORDER BY n DESC
""").fetchall()
```

## License

MIT — see [repository](https://github.com/pv-udpv/pplx-e2b-re) for full details.