
Security News
Potemkin Understanding in LLMs: New Study Reveals Flaws in AI Benchmarks
New research reveals that LLMs often fake understanding, passing benchmarks but failing to apply concepts or stay internally consistent.
Typed Python PostgreSQL query builder ✨
Source Code: https://github.com/yezz123/pgqb
Documentation: TBD
pgqb is a Python library for building SQL queries for PostgreSQL databases. It provides a simple and intuitive interface for constructing SQL statements using functions like delete
, insert_into
, select
, and update
. This README provides a brief overview of how to use pgqb to build queries and execute them safely with parameter binding.
You can install pgqb via pip:
pip install pgqb
from pgqb import Column, Table, select
class User(Table):
id = Column()
first = Column()
last = Column()
class Task(Table):
id = Column()
user_id = Column()
value = Column()
sql, params = (
select(User)
.from_(User)
.join(Task)
.on(Task.user_id == User.id)
.where(User.id == 1)
.order_by(Task.value.desc())
).prepare()
expected = " ".join(
[
'SELECT "user".id, "user".first, "user".last',
'FROM "user"',
'JOIN "task" ON "task".user_id = "user".id',
'WHERE "user".id = ?',
'ORDER BY "task".value DESC',
]
)
print(sql==expected)
# > True
from pgqb import Column, Table, TEXT, TIMESTAMP, UUID
class User(Table):
id = Column(UUID(), primary=True)
email = Column(TEXT(), unique=True, index=True)
first = Column(TEXT())
last = Column(TEXT())
verified_at = Column(TIMESTAMP(with_time_zone=True))
print(User.create_table())
# > CREATE TABLE IF NOT EXISTS "user" (
# "id" UUID,
# "email" TEXT NOT NULL UNIQUE,
# "first" TEXT NOT NULL,
# "last" TEXT NOT NULL,
# "verified_at" TIMESTAMP WITH TIME ZONE NOT NULL,
# PRIMARY KEY (id)
#);
# CREATE INDEX ON "user" (email);
You should create a virtual environment and activate it:
Notes: You need to have
python3.9
or higher installed.
I Use uv
to manage virtual environments, you can install it with:
# Install uv
pip install uv
# Create a virtual environment
uv venv
# Activate the virtual environment
source .venv/bin/activate
And then install the development dependencies:
# Install dependencies
uv pip install -e .[test,lint]
You can run all the tests with:
bash scripts/tests.sh
Execute the following command to apply pre-commit
formatting:
bash scripts/format.sh
Execute the following command to apply mypy
type checking:
bash scripts/lint.sh
This project is licensed under the terms of the MIT license.
FAQs
Typed Python PostgreSQL query builder using Pydantic
We found that pgqb demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
New research reveals that LLMs often fake understanding, passing benchmarks but failing to apply concepts or stay internally consistent.
Security News
Django has updated its security policies to reject AI-generated vulnerability reports that include fabricated or unverifiable content.
Security News
ECMAScript 2025 introduces Iterator Helpers, Set methods, JSON modules, and more in its latest spec update approved by Ecma in June 2025.