HVPDB: Secure Embedded NoSQL Database with ACID Transactions
Project description
HVPDB (High Velocity Python Database)
The Secure, Embedded, NoSQL Database for Modern Python Apps.
Features • Installation • Quick Start • CLI Power • Benchmarks
🚀 What is HVPDB?
HVPDB is a high-performance, embedded NoSQL database designed for Python applications that require speed, security, and reliability without the overhead of a dedicated server (like MongoDB or PostgreSQL).
It combines the simplicity of SQLite with the flexibility of Document Stores, powered by modern tech stack: MsgPack serialization, ZStandard compression, and AES-GCM encryption.
"Think of it as SQLite met MongoDB, got married, and went to the gym." 💪
✨ Key Features
- 🔒 Military-Grade Security: Native AES-256-GCM encryption at rest. Your data is encrypted before it touches the disk.
- ⚡ Blazing Fast: Optimized Write-Ahead Log (WAL) v2 with batched commits and ZStandard compression.
- 📦 Transaction Support: Atomic and consistent transactions with WAL-backed commit and rollback. Designed for local and embedded workloads.
- 🐚 Power Ops Shell: Interactive CLI with syntax highlighting, auto-completion, and live data inspection.
- 🕸️ Thread-Safe: Built with
contextvarsfor safe concurrency in AsyncIO/FastAPI/Flask environments. - 🔍 Smart Query Optimizer: Uses Set Intersection algorithms for O(1) lookups on indexed fields.
- 🌐 HTTP Server: Built-in REST API server to expose your DB over the network instantly.
📦 Installation
pip install hvpdb
⚡ Quick Start (Python API)
from hvpdb import HVPDB
# 1. Connect (Auto-creates ./hvp/mydb/mydb.hvp)
db = HVPDB("mydb", password="super_secret_key")
# 2. Get a Group (Collection)
users = db.group("users")
# 3. Insert Data (Atomic & Durable)
users.insert({
"name": "Alice",
"email": "alice@example.com",
"role": "admin",
"stats": {"login_count": 42}
})
# 4. Create Index (Unique Constraint)
users.create_index("email", unique=True)
# 5. Fast Query
admin = users.find_one({"role": "admin"})
print(f"Found admin: {admin['name']}")
# 6. Transaction (ACID)
with db.begin() as txn:
users.insert({"name": "Bob"})
users.insert({"name": "Charlie"})
# If code fails here, Bob and Charlie are rolled back!
db.close()
🖥️ CLI Power (HVPShell)
HVPDB comes with a beautiful, rich-text terminal interface.
1. Initialize a Database:
hvpdb init my_project "secret123"
2. Enter the Shell:
hvpdb shell my_project "secret123"
3. Interactive Magic:
hvpdb [my_project] > target users
hvpdb [my_project] [users] > make name="Dave" role="dev"
hvpdb [my_project] [users] > hunt role="dev"
hvpdb [my_project] [users] > peek full
hvpdb [my_project] [users] > stats login_count
4. Instant API Server:
hvpdb deploy my_project 8080
# Serving HTTP API at http://0.0.0.0:8080 🚀
📊 Benchmarks
Running on standard hardware (NVMe SSD, Ryzen 7):
| Operation | Ops/Sec | Note |
|---|---|---|
| Write | ~14,000 | Batched WAL Commit |
| Read | ~500k+ | Memory-mapped + Cache |
| Index | O(1) | Hash Map Lookup |
> Benchmarks generated using hvpdb shell > benchmark
📂 Project Structure
When you initialize a database named myapp, HVPDB keeps it organized locally:
./hvp/
└── myapp/
├── myapp.hvp # Main Data File (Encrypted & Compressed)
├── myapp.hvp.log # Write-Ahead Log (Crash Recovery)
├── myapp.hvp.lock # Process Lock
└── myapp.hvp.writelock
👥 Who is HVPDB for?
- Solo developers & indie hackers
- Small to medium backend teams
- CLI-first workflows
- Local-first apps
- Embedded tools & internal services
📜 License
Proprietary / Closed Source
- ✅ Free for personal and commercial usage in your projects.
- ❌ No Forking: You may not redistribute modified source code.
- ❌ No Resale: You may not sell this software as a standalone product.
Copyright © 2026 8w6s. All rights reserved.
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