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database (11)

drizzle-orm — TypeScript SQL Toolkit

Package-level reference for Drizzle ORM — schema definitions, type-safe queries, relations, migrations with drizzle-kit, and deployment patterns.
npm package orm sql typescript

ioredis — Battle-Tested Redis Client for Node

Package-level reference for ioredis on npm — cluster, sentinel, pipelining, Lua scripts via defineCommand, and stability characteristics.
npm package redis cluster sentinel cache

mongoose — MongoDB ODM for Node

Package-level reference for mongoose on npm — schemas, models, transactions, populate, indexes, and 7-to-8 migration.
npm package mongoose mongodb database odm schema

mysql2 — Fast MySQL & MariaDB Driver for Node

Package-level reference for mysql2 on npm — promise API, prepared statements, pooling, streaming, and migration from mysql.
npm package mysql mariadb database sql driver

pg — Native PostgreSQL Client for Node

Package-level reference for node-postgres on npm — pools, parameterized queries, transactions, LISTEN/NOTIFY, and COPY streaming.
npm package postgres database sql driver

redis — Official Redis Client for Node

Package-level reference for node-redis on npm — pipelining, pub/sub, TTL, the v3-to-v4 API rewrite, and rate-limit patterns.
npm package redis cache pubsub database

duckdb — Embedded Analytical SQL

Package-level reference for duckdb — install, versioning, extensions, and gotchas. In-process columnar OLAP for Python.
pip package duckdb sql analytics

SQLAlchemy — The Python SQL Toolkit & ORM

Package-level reference for SQLAlchemy on PyPI — install variants, dialect drivers, version policy, extras, and alternatives.
pip package orm sql database

sqlmodel — Pydantic + SQLAlchemy Fusion

Package-level reference for SQLModel on PyPI — install, version policy, dependencies, and alternatives.
pip package orm sql database

DuckDB — Embedded Analytics Database

Run fast analytical SQL queries in-process with DuckDB. Covers Python API, CSV/Parquet ingestion, pandas interop, Arrow, window functions, and persistent databases.
python duckdb sql analytics olap parquet pandas arrow

SQLModel — Typed ORM for FastAPI

Define database models with Python type hints using SQLModel. Covers table creation, CRUD, relationships, FastAPI integration, Pydantic validation, and async sessions.
python sqlmodel orm sql fastapi pydantic sqlalchemy database