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Schema-aware SQL linter for raw SQL embedded in Python (and other) source code — no database required.

Project description

sqlshield (Python bindings)

Python bindings for sqlshield — a schema-aware SQL linter that validates raw SQL strings inside source code without touching a database.

Install

pip install sqlshield-py

The PyPI distribution name is sqlshield-py (the bare sqlshield name was already taken). The module import is still sqlshield.

Usage

Validate a single query

import sqlshield

errors = sqlshield.validate_query(
    "SELECT id, missing FROM users",
    "CREATE TABLE users (id INT, name VARCHAR(255))",
)
for err in errors:
    print(err)
# Column `missing` not found in table `users`

Walk a directory tree

import sqlshield

errors = sqlshield.validate_files("./src", "./schema.sql")
for err in errors:
    print(f"{err.location}: {err.description}")
# ./src/queries.py:7: Column `nickname` not found in table `users`

validate_files walks .py, .rs, .go, .js, .ts, and .tsx source files, extracts every embedded SQL string, and validates each against the schema. Generated and vendored directories (.git, target, node_modules, .venv, __pycache__, …) are skipped automatically.

Each SqlValidationError exposes:

  • location: strpath:line where the SQL string starts.
  • description: str — the validation error in plain text.

What gets checked

SELECT / INSERT / UPDATE / DELETE against the schema, including WHERE / HAVING / GROUP BY / ORDER BY, JOIN ON / USING, projection aliases, CTEs (WITH / WITH RECURSIVE, explicit column lists), derived tables, subqueries (each in their own scope), UNION / INTERSECT / EXCEPT, function arguments, CASE, CAST, and arithmetic. ALTER TABLE ADD/DROP/RENAME COLUMN, CREATE VIEW, and CREATE TABLE … AS SELECT are honored when loading the schema.

Identifier comparisons are ASCII case-insensitive.

Schema templating

Format-string placeholders in your queries are stripped before validation:

  • f-strings: f"SELECT … WHERE id = {x}"WHERE id = 1
  • .format() strings: same; {{ and }} round-trip as literal braces.

Dynamic table or column names (e.g. f"SELECT {col} FROM t") silently pass the column check — sqlshield can't reason about names it doesn't know.

See also

  • README — overview, CLI usage, configuration, editor integration.
  • sqlshield-lsp — Language Server for inline editor diagnostics.

License

MIT.

Project details


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