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import modal
import os
import modal.parallel_map
import numpy as np

s3_bucket_name = "cell-segmentation-data-a05c1c99b4410510" 
os.environ["AWS_REGION"] = "us-west-2"
CELLPOSE_MODELS_DIR = "~/.cellpose/models"
# cell segmentation for the rxrx dataset (https://www.rxrx.ai/rxrx19a#Download) powered by Modal 

neibla

python -m pdb myscript.py

import pdb, traceback, sys

def bombs():
    a = []
    print a[0]

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import subprocess

ls_process = subprocess.run(["ls","/usr/bin"], stdout=subprocess.PIPE)
grep_process = subprocess.run(["grep","python"], input=ls_process.stdout, stdout=subprocess.PIPE)

print(grep_process.stdout.decode("utf-8"))

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from typing import List
import xml.etree.ElementTree as ET
import os
import sys

from pathlib import Path


def convert(size, box):
    dw = 1./(size[0])

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# https://lambdalabs.com/lambda-stack-deep-learning-software
# Setup tensoflow/cuda/pytorch on fresh Ubuntu install

LAMBDA_REPO=$(mktemp) && \
wget -O${LAMBDA_REPO} https://lambdalabs.com/static/misc/lambda-stack-repo.deb && \
sudo dpkg -i ${LAMBDA_REPO} && rm -f ${LAMBDA_REPO} && \
sudo apt-get update && sudo apt-get install -y lambda-stack-cuda
sudo reboot

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sudo apt-get purge nvidia-*
sudo apt autoremove --purge cuda*

sudo apt-get purge cuda*
sudo apt autoremove
sudo rm -rf /usr/local/cuda*

sudo reboot
setup with lambda

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Start with 
sudo apt purge *nvidia*
then run
sudo dpkg --remove --force-remove-reinstreq x
where x is the dependent output from the previous line
should end up with something like:

sudo dpkg --remove --force-remove-reinstreq cuda
sudo dpkg --remove --force-remove-reinstreq cuda-9-2
sudo dpkg --remove --force-remove-reinstreq cuda-runtime-9-2

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https://developer.apple.com/metal/tensorflow-plugin/
virtualenv -p /usr/bin/python3 myenv
source myenv/bin/activate

python -m pip install -U pip

export GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=true 
export GRPC_PYTHON_BUILD_SYSTEM_ZLIB=true

python3 -m pip install --upgrade setuptools

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Replacing Create React App with the Next.js CLI

How dare you make a jab at Create React App!?

Firstly, Create React App is good. But it's a very rigid CLI, primarily designed for projects that require very little to no configuration. This makes it great for beginners and simple projects but unfortunately, this means that it's pretty non-extensible. Despite the involvement from big names and a ton of great devs, it has left me wanting a much better developer experience with a lot more polish when it comes to hot reloading, babel configuration, webpack configuration, etc. It's definitely simple and good, but not amazing.

Now, compare that experience to Next.js which for starters has a much larger team behind it provided by a world-class company (Vercel) who are all financially dedicated to making it the best DX you could imagine to build any React application. Next.js is the 💣-diggity. It has amazing docs, great support, can grow with your requirements into SSR or static site generation, etc.

So why

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version: "3.7"

services:
  database:
    image: "postgres:13.1"
    environment:
      POSTGRES_PASSWORD: "password"
    # env_file:
    #   - database.env # configure postgres
    volumes: