SQL-first database execution for Python across synchronous and asynchronous database adapters.
Documentation · Quickstart · Databases · Integrations · Playground · API Reference
SQLSpec provides unified synchronous and asynchronous session APIs, SQLGlot-backed parameter compilation, statement caching, schema migrations, Apache Arrow streaming, and typed row mapping without an ORM. Write plain SQL strings, load named statements from .sql files, or compose dialect-portable queries programmatically while keeping full control over your SQL and underlying driver.
Install
uv add sqlspec
Install optional driver, schema validation, or framework extras as needed:
uv add "sqlspec[asyncpg,msgspec,litestar]"
Quickstart
import msgspec
from sqlspec import SQLSpec
from sqlspec.adapters.sqlite import SqliteConfig
class User(msgspec.Struct):
id: int
name: str
spec = SQLSpec()
config = spec.add_config(
SqliteConfig(connection_config={"database": ":memory:"})
)
with spec.provide_session(config) as session:
session.execute(
"""
CREATE TABLE users (
id INTEGER PRIMARY KEY,
name TEXT
)
"""
)
session.execute(
"""
INSERT INTO users (name)
VALUES (:name)
""",
name="Ada",
)
user = session.select_one(
"""
SELECT id, name
FROM users
WHERE name = :name
""",
name="Ada",
schema_type=User,
)
Capabilities
| Area | Overview |
|---|---|
| Unified Execution | Consistent execute, select, select_one, select_one_or_none, select_value, execute_many, select_stream, and transaction APIs across sync and asyncio drivers. |
| Database Adapters | PostgreSQL (asyncpg, psycopg, psqlpy), CockroachDB (asyncpg, psycopg), SQLite (sqlite3, aiosqlite), MySQL & MariaDB (asyncmy, aiomysql, pymysql, mysql-connector-python), Oracle (oracledb), SQL Server (mssql-python, pymssql), Sybase ASE (pymssql), SAP SQL Anywhere (sqlanydb), IBM Db2 (ibm_db), DuckDB (duckdb), BigQuery (google-cloud-bigquery), Cloud Spanner (google-cloud-spanner), ADBC (adbc-driver-manager), and Arrow ODBC (arrow-odbc). |
| SQL Files & Builder | Load named queries from .sql files via SQLFileLoader or build statements with sql.select, sql.insert, sql.update, sql.delete, and sql.merge with cached AST compilation. |
| Typed Rows & Arrow | Project rows into msgspec.Struct, Pydantic, dataclass, TypedDict, or attrs models, or stream pyarrow, polars, and pandas datasets across local, fsspec, and obstore backends. |
| Integrations & Ops | First-party plugins and stores for Litestar, Google ADK, FastAPI, Starlette, Flask, Sanic, Dishka, and Events, plus OpenTelemetry spans, Prometheus metrics, and CLI migrations. |
Documentation
- Learn & Quickstart — progressive tutorials, query patterns, migrations, and production recipes.
- Database Adapters — capability matrix, driver installation extras, pool configuration, and dialect notes.
- Framework & AI Integrations — Litestar, Google ADK, Events, FastAPI, Starlette, Flask, Sanic, and Dishka guides.
- Interactive Playground — zero-install browser SQLite environment powered by Pyodide WebAssembly.
- API Reference — class, configuration, driver, builder, and CLI reference documentation.
Reference Applications
- postgres-vertexai-demo — PostgreSQL
pgvectorsemantic search and real-time chat with Litestar and Google ADK. - oracledb-vertexai-demo — Oracle vector search with HNSW indexes, Litestar, and Google ADK.
Contributing & License
Contributions are welcome; see the Contributing Guide for local setup and adapter guidelines. Released under the MIT License.
Metadata
Release files for sqlspec 0.71.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| sqlspec-0.71.1.tar.gz | 4.7 MB | With provenance | Details for sqlspec-0.71.1.tar.gz |
Built distributions (wheels)
Total release size: 189.0 MB
Release files / sqlspec-0.71.1.tar.gz
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|---|---|
| Size | 4.7 MB |
| Tags | Source |
|
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| Size | 11.2 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
19f045efc42f9a957fc75951f31ee732ee28c4f91b6dd1a814324ab2dcec3be9
|
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BLAKE2b-256 checksum How to use checksums |
ea0ae961dfa61d7f3c3cd043d413ec8004b34339d8cc87d09873709185b36774
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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Transparency logSecurity for sqlspec 0.71.1
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