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"""
This Python script demonstrates how to download multiple files asynchronously using the httpx library for HTTP requests 
and aiofiles for asynchronous file operations.
"""
import asyncio
import tempfile
import time
from pathlib import Path

import aiofiles

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#!/bin/bash

### steps ####
# verify the system has a cuda-capable gpu
# download and install the nvidia cuda toolkit and cudnn
# setup environmental variables
# verify the installation
###

### to verify your gpu is cuda enable check

umbertogriffo

#!/bin/bash

### steps ####
# verify the system has a cuda-capable gpu
# download and install the nvidia cuda toolkit and cudnn
# setup environmental variables
# verify the installation
###

### to verify your gpu is cuda enable check

umbertogriffo

MacOS 12 M1 (Apple Silicon) - Build OpenCV

Install CMake (3.16 or higher):

brew install cmake

If it's already installed, uninstall opencv-python:

umbertogriffo

This installs Tensorflow under M1 (Apple Silicon)

Note

pyenv has to be installed from Github https://laict.medium.com/install-python-on-macos-11-m1-apple-silicon-using-pyenv-12e0729427a9

Table of contents

• Introduction
• Solution
• Pipenv and Conda

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MacOS 12 M1 (Apple Silicon) - Build LightGBM from GitHub

Install CMake (3.16 or higher):

brew install cmake
# On MacOS 11 M1 - Apple Silicon
ibrew install cmake

Install OpenMP:

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#!/usr/bin/env bash

# This installs Python under Rosetta and assign it to pyenv.
# This way of installing Python avoids: ModuleNotFoundError: No module named '_ctypes'
# pyenv has to be installed from Github https://laict.medium.com/install-python-on-macos-11-m1-apple-silicon-using-pyenv-12e0729427a9

version=$1

if [ "$#" -ne 1 ]; then
    echo "Illegal number of parameters. Usage:"

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import org.apache.spark.sql.functions._

val mediumDf = Seq((0, "zero"), (4, "one")).toDF("id", "value")
val largeDf = Seq((0, "zero"), (2, "two"), (3, "three"), (4, "four"), (5, "five")).toDF("id", "value")

mediumDf.show()
largeDf.show()

/*
+---+-----+

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Falsehoods programmers believe about time

This is a compiled list of falsehoods programmers tend to believe about working with time.

Don't re-invent a date time library yourself. If you think you understand everything about time, you're probably doing it wrong.

Falsehoods

• There are always 24 hours in a day.
• February is always 28 days long.
• Any 24-hour period will always begin and end in the same day (or week, or month).

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package test.idlike.spark.datastructure;

import org.apache.commons.lang3.SystemUtils;
import org.apache.spark.api.java.JavaDoubleRDD;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.api.java.function.Function;
import org.apache.spark.api.java.function.VoidFunction;
import scala.Tuple2;