Shubhashis Roy Dipta dipta007

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Express & Postgres via Knex

Note: <example> is meant to denote text replaced by you (including brackets).

Setup

// global dependencies
npm install -g knex

Change your database RDS instance security group to allow your machine to access it.
- Add your ip to the security group to acces the instance via Postgres.
Make a copy of the database using pg_dump
- $ pg_dump -h <public dns> -U <my username> -f <name of dump file .sql> <name of my database>
- you will be asked for postgressql password.
- a dump file(.sql) will be created
Restore that dump file to your local database.
- but you might need to drop the database and create it first
- $ psql -U <postgresql username> -d <database name> -f <dump file that you want to restore>

the database is restored

Project Title

One Paragraph of project description goes here

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

	import wandb
	from tqdm import tqdm


	WANDB_PROJECT = "project"
	TEST_CHANGES = True # Run once before changing

	api = wandb.Api()
	runs = [run for run in api.runs(WANDB_PROJECT)]
	print(f"{len(runs)} runs found")

	from pytorch_lightning import LightningDataModule
	from torch_geometric.datasets import TUDataset
	from torch_geometric.data import DataLoader
	from sklearn.model_selection import KFold


	class ProteinsKFoldDataModule(LightningDataModule):
	def __init__(
	self,
	data_dir: str = "data/",

	# MIT License
	#
	# Copyright (c) 2018 Stefano Nardo https://gist.github.com/stefanonardo
	#
	# Permission is hereby granted, free of charge, to any person obtaining a copy
	# of this software and associated documentation files (the "Software"), to deal
	# in the Software without restriction, including without limitation the rights
	# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
	# copies of the Software, and to permit persons to whom the Software is
	# furnished to do so, subject to the following conditions:

	import os, filecmp

	codes = {200:'success',404:'file not found',400:'error',408:'timeout'}

	def compile(file,lang):
	if lang == 'java':
	class_file = file[:-4]+"class"
	elif lang == 'c':
	class_file = file[:-2]
	elif lang=='cpp':