Doaa Altarawy doaa-altarawy

The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.


	def log_run(gridsearch: sklearn.GridSearchCV, experiment_name: str, model_name: str, run_index: int, conda_env, tags={}):
	"""Logging of cross validation results to mlflow tracking server

	Args:
	experiment_name (str): experiment name
	model_name (str): Name of the model
	run_index (int): Index of the run (in Gridsearch)
	conda_env (str): A dictionary that describes the conda environment (MLFlow Format)
	tags (dict): Dictionary of extra data and tags (usually features)

	import setuptools

	if __name__ == "__main__":
	setuptools.setup(
	name='RTP_python_template',
	version="0.3.0",
	description='A starting template for Python programs',
	author='Doaa Altarawy',
	author_email='[email protected]',
	url="https://github.com/doaa-altarawy/RTP_python_template",

	# For more configuration details:
	# https://docs.codecov.io/docs/codecov-yaml

	# Check if this file is valid by running in bash:
	# curl -X POST --data-binary @.codecov.yml https://codecov.io/validate

	# Coverage configuration
	# ----------------------
	coverage:
	status:

	# Want to run your Flask tests with CSRF protections turned on, to make sure
	# that CSRF works properly in production as well? Here's an excellent way
	# to do it!

	# First some imports. I'm assuming you're using Flask-WTF for CSRF protection.
	import flask
	from flask.testing import FlaskClient as BaseFlaskClient
	from flask_wtf.csrf import generate_csrf

	# Flask's assumptions about an incoming request don't quite match up with

	def get_count(q):
	count_q = q.statement.with_only_columns([func.count()]).order_by(None)
	count = q.session.execute(count_q).scalar()
	return count

	q = session.query(TestModel).filter(...).order_by(...)

	# Slow: SELECT COUNT(*) FROM (SELECT ... FROM TestModel WHERE ...) ...
	print q.count()

	#!/bin/bash

	NAME="hello_app" # Name of the application
	DJANGODIR=/webapps/hello_django/hello # Django project directory
	SOCKFILE=/webapps/hello_django/run/gunicorn.sock # we will communicte using this unix socket
	USER=hello # the user to run as
	GROUP=webapps # the group to run as
	NUM_WORKERS=3 # how many worker processes should Gunicorn spawn
	DJANGO_SETTINGS_MODULE=hello.settings # which settings file should Django use
	DJANGO_WSGI_MODULE=hello.wsgi # WSGI module name

	#get rid of anything from a mis-installed version
	sudo apt-get --purge remove postgres*
	sudo rm -rf /var/lib/postgresql
	sudo deluser -remove-all-files postgres

	#install the packages
	sudo apt-get install postgresql-9.1
	sudo apt-get install pgadmin3 phppgadmin

	#shutdown postgres database server