\n Name: \n \n \n \n \n"}}},{"rowIdx":59,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"What should this Python program do?\n\ndef is_palindrome(s):\n '''Write your code here.'''"},"output":{"kind":"string","value":"def is_palindrome(s):\n '''This function returns True if the string s is a palindrome and False if it isn't.''' \n return s == s[::-1] # Checks if s is the same as its reverse."}}},{"rowIdx":60,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Use the Amazon Text-to-Speech API to generate speech from a given text.\n\n"},"output":{"kind":"string","value":"import boto3\n\nclient = boto3.client('polly')\n\ndef text_to_speech(text):\n response = client.synthesize_speech(\n OutputFormat='mp3',\n Text=text,\n VoiceId='Joanna'\n )\n return response"}}},{"rowIdx":61,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Rewrite this Java program to extend it to do all permutations of a given array.\n\nimport java.util.Arrays;\n\npublic class Permutation {\n public static void main(String[] args) {\n int[] arr = {1, 2, 3};\n System.out.println(Arrays.toString(arr));\n }\n}"},"output":{"kind":"string","value":"import java.util.Arrays;\n\npublic class Permutation {\n\n public static void permute(int[] arr, int index, int n) {\n if (index >= n) {\n System.out.println(Arrays.toString(arr));\n return;\n }\n \n for (int i = index; i < n; i++) { \n \n // Swapping\n int temp = arr[i];\n arr[i] = arr[index];\n arr[index] = temp;\n \n permute(arr, index + 1, n);\n \n // Backtrack\n temp = arr[i];\n arr[i] = arr[index];\n arr[index] = temp;\n }\n }\n\n public static void main(String[] args) {\n int[] arr = {1, 2, 3};\n permute(arr, 0, arr.length);\n }\n}"}}},{"rowIdx":62,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Use the Sklearn API to create a logistic regression model with maximum iterations of 80.\n\n"},"output":{"kind":"string","value":"from sklearn.linear_model import LogisticRegression\n\nmodel = LogisticRegression(max_iter=80)"}}},{"rowIdx":63,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Output the maximum element in an array.\n\n[1, 5, 10, 8, 15]"},"output":{"kind":"string","value":"15"}}},{"rowIdx":64,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a Vue.js component with a button that calls an action when clicked.\n\nNot applicable"},"output":{"kind":"string","value":"\n\n"}}},{"rowIdx":65,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a program that creates a class with variables and methods\n\nA string variable called 'name' and a function called 'sayHello' which prints 'Hello {name}'."},"output":{"kind":"string","value":"public class HelloClass {\n private String name;\n\n public HelloClass(String name) {\n this.name = name;\n }\n\n public void sayHello() {\n System.out.println(\"Hello \" + name);\n }\n}"}}},{"rowIdx":66,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Design and create a data structure to efficiently store and retrieve student information.\n\n"},"output":{"kind":"string","value":"struct Student {\n int id;\n string name;\n string email;\n int age;\n int grade;\n string address;\n};\n\nunordered_map studentDB;"}}},{"rowIdx":67,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Design a function in Java to calculate the maximum of a given array.\n\n[6, 1, 4, 9, -2]"},"output":{"kind":"string","value":"public static int getMaxElement(int[] arr) { \n\tif (arr.length == 0) \n\t\treturn 0; \n \n\tint maxElement = arr[0]; \n \n\tfor (int i = 1; i < arr.length; i++) \n\t\tif (arr[i] > maxElement) \n\t\t\tmaxElement = arr[i]; \n \n\treturn maxElement; \n} \n\nint[] arr = { 6, 1, 4, 9, -2 }; \nint maximumElement = getMaxElement(arr); \nSystem.out.println(\"Maximum element of the array is: \" + maximumElement); \n# Output: 9"}}},{"rowIdx":68,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a Python program to sort and print out the elements of an array of integers.\n\n[17, 41, 5, 22, 54, 6, 29, 3, 13]"},"output":{"kind":"string","value":"arr = [17, 41, 5, 22, 54, 6, 29, 3, 13]\n\narr.sort()\n\nprint(arr)\n\n# Output: [3, 5, 6, 13, 17, 22, 29, 41, 54]"}}},{"rowIdx":69,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a program to simulate the movement of a particle in two dimensions.\n\n"},"output":{"kind":"string","value":"def simulate_particle(x0, y0, vx0, vy0, dt):\n \"\"\"Simulate the movement of a particle in two dimensions given initial x, y postions and the x, y velocities.\"\"\"\n x_position = x0 + vx0 * dt\n y_position = y0 + vy0 * dt \n return (x_position, y_position)\n\nx, y = simulate_particle(0, 0, 5, 10, 0.2)\nprint(\"X position: \", x)\nprint(\"Y position: \", y)"}}},{"rowIdx":70,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Implement a deep learning model to classify intents in a utterance.\n\nUtterance: I would like to book a flight"},"output":{"kind":"string","value":"The model would take the utterance as input and be trained on a labeled dataset of intents and utterances. The outputs of the model can be probabilities of each intent corresponding to the input utterance. The model could for example be a recurrent neural network (RNN) with an attention layer which is trained on the dataset."}}},{"rowIdx":71,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create an HTML page with a JavaScript function that calculates a user's Body Mass Index (BMI).\n\nNot applicable"},"output":{"kind":"string","value":"\n\n\n \n \n\n\n

Body Mass Index (BMI) Calculator

\n\n \n \n Calculate BMI\n

\n\n\n"}}},{"rowIdx":72,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a stored procedure in MySQL to insert new data into the table 'users'.\n\n"},"output":{"kind":"string","value":"CREATE PROCEDURE insert_user(IN first_name VARCHAR(255), IN last_name VARCHAR(255), IN email VARCHAR(255), IN user_level INT)\n BEGIN\n INSERT INTO users(first_name, last_name, email, user_level)\n VALUES(first_name, last_name, email, user_level);\n END;"}}},{"rowIdx":73,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Generate a Python program that adds two then doubles the result.\n\n"},"output":{"kind":"string","value":"def double_add(num1, num2): \n return (num1 + num2) * 2"}}},{"rowIdx":74,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Edit the given C++ class so that the copy constructor is defined.\n\nclass MyClass {\npublic:\n\nprivate:\n};"},"output":{"kind":"string","value":"class MyClass {\npublic:\n MyClass(const MyClass& other){};\n\nprivate:\n};"}}},{"rowIdx":75,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a Java program that creates an SQL query to calculate the summation of values in a given column.\n\nTable name: orders\nColumn name: payment_amount"},"output":{"kind":"string","value":"String sql = \"SELECT SUM(payment_amount) FROM orders\"; \nStatement st = conn.createStatement(); \nResultSet rs = st.executeQuery(sql); \nwhile(rs.next()) { \n System.out.println(\"Sum of payment_amount : \" + rs.getInt(\"SUM(payment_amount)\")); \n}"}}},{"rowIdx":76,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Generate an optimized SQL query that select all rows in the table.\n\nTable Name: Employees"},"output":{"kind":"string","value":"SELECT * FROM Employees;"}}},{"rowIdx":77,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a NumPy array called \"arr\" with 10 elements and compute the median.\n\n"},"output":{"kind":"string","value":"import numpy as np\n\narr = np.random.randint(0, 100, 10)\nmedian = np.median(arr)"}}},{"rowIdx":78,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Generate a JavaScript script for parsing HTML tables.\n\n[\n {\n \"id\": 1,\n \"name\": \"John Smith\",\n \"email\": \"john@example.com\"\n },\n {\n \"id\": 2,\n \"name\": \"Jane Doe\",\n \"email\": \"jane@example.com\"\n }\n]"},"output":{"kind":"string","value":"const table = document.querySelector('table');\nconst rows = table.querySelectorAll('tr');\nconst data = [];\n\n rows.forEach(row => {\n let cells = row.querySelectorAll('td');\n let rowData = {};\n for (let i = 0; i < cells.length; i += 2) {\n const key = cells[i].textContent;\n const value = cells[i+1].textContent;\n rowData[key] = value;\n }\n data.push(rowData);\n });\n\nconsole.log(data);\n/*\n[\n {\n \"id\": 1,\n \"name\": \"John Smith\",\n \"email\": \"john@example.com\"\n },\n {\n \"id\": 2,\n \"name\": \"Jane Doe\",\n \"email\": \"jane@example.com\"\n }\n]\n*/"}}},{"rowIdx":79,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a React component that displays given data points in a graphical format.\n\nData Points: [{x: 1, y: 10}, {x: 2, y: 20}, {x: 3, y: 30}]"},"output":{"kind":"string","value":"import React, { Component } from 'react';\nimport { Line } from 'react-chartjs-2';\n\nclass Chart extends Component {\n\n render() {\n const data = n-2.html labels: [1, 2, 3],\n datasets: [\n {\n label: 'Data points',\n data: this.props.dataPoints,\n fill: false,\n lineTension: 0.1,\n backgroundColor: 'rgba(75,192,192,0.4)',\n borderColor: 'rgba(75,192,192,1)',\n borderCapStyle: 'butt',\n borderDash: [],\n borderDashOffset: 0.0,\n borderJoinStyle: 'miter',\n pointBorderColor: 'rgba(75,192,192,1)',\n pointBackgroundColor: '#fff',\n pointBorderWidth: 1,\n pointHoverRadius: 5,\n pointHoverBackgroundColor: 'rgba(75,192,192,1)',\n pointHoverBorderColor: 'rgba(220,220,220,1)',\n pointHoverBorderWidth: 2,\n pointRadius: 1,\n pointHitRadius: 10,\n }\n ]\n };\n\n return (\n

\n \n

\n )\n }\n }\n\n export default Chart;"}}},{"rowIdx":80,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a Vue.js application to display basic information about a user.\n\nNot applicable"},"output":{"kind":"string","value":"\n\n"}}},{"rowIdx":81,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a Ethereum smart contract for a simple ToDo list application. This application should include methods to create, check off, and delete tasks with each task having a title and a status (open, checked off).\n\nNot applicable"},"output":{"kind":"string","value":"pragma solidity ^0.6.6;\n\ncontract ToDoList {\n struct Task {\n string title;\n bool status;\n }\n \n // Define an array to store tasks\n Task[] tasks;\n\n // Create a task\n function createTask(string memory _title) public {\n Task memory newTask = Task(_title, false);\n tasks.push(newTask);\n }\n\n // Check off a task\n function checkOffTask(uint _id) public {\n Task storage task = tasks[_id];\n require(task.status == false, \"Task already checked off\");\n task.status = true;\n }\n\n // Delete a task\n function deleteTask(uint _id) public {\n require(_id < tasks.length, \"Index does not exist\");\n delete tasks[_id];\n }\n}"}}},{"rowIdx":82,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a simple node program that runs a timer.\n\n"},"output":{"kind":"string","value":"const Readline = require('readline');\n\nconst rl = Readline.createInterface({\n input: process.stdin,\n output: process.stdout\n});\n\nrl.question('Enter time in seconds: ', (answer) => {\n\n let seconds = parseInt(answer);\n console.log(`Starting timer for ${seconds} seconds.`);\n\n const start = Date.now();\n const end = start + (seconds * 1000);\n\n const timer = setInterval(() => {\n let now = Date.now();\n if (now > end) {\n clearInterval(timer);\n console.log(\"Time's up!\");\n rl.close();\n return;\n }\n\n let remainingTime = Math.round((end-now)/1000);\n console.log(`Time remaining: ${remainingTime} seconds`);\n\n }, 1000);\n\n});"}}},{"rowIdx":83,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Design a solution to track the employees working in a company\n\n"},"output":{"kind":"string","value":"\"\"\"\nDesign a solution to track the employees working in a company\n\"\"\"\nCreate a database table with fields to store employee information such as:\n-ID: unique ID of the employee\n-Name: Name of the employee\n-Department: Department in which the employee works\n-Address: Home address of the employee\n-Start Date: Date when the employee joined the company\n-End Date: Date when the employee left the company (if applicable)\n\nCreate an interface for users to view and update the employee database. The interface should include functions to add new employees, view/edit current employee information, and track employee events such as promotions, transfers, and terminations."}}},{"rowIdx":84,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create an endpoint in an Express application that generates a PDF invoice for a given order.\n\nNot applicable"},"output":{"kind":"string","value":"const express = require('express');\nconst uuid = require('uuid');\nconst pdf = require('html-pdf');\n\nconst app = express();\n\nlet orders = [\n {\n orderId: 'ORD0001',\n items: [\n { name: 'Apple', quantity: 2, price: 2.99 },\n { name: 'Banana', quantity: 5, price: 0.99 }\n ]\n }\n];\n\napp.get('/invoice', async (req, res) => {\n const orderId = req.query.orderId;\n const order = orders.find(order => order.orderId === orderId);\n if (!order) res.status(400).send({ error: 'Order not found' });\n\nconst invoiceHtml = `\n

\n

Invoice

\n

\n ${order.items\n .map(item => `
• ${item.name} (${item.quantity}) - ${item.price * item.quantity}
`)\n .join('')}\n

\n

\n`;\n\nconst filename = `invoice-${uuid.v4()}.pdf`;\nconst options = { format: 'Letter' };\n\ntry {\n const file = await pdf.create(invoiceHtml, options);\n res.setHeader('Content-Disposition', `attachment; filename=${filename}`);\n file.toStream().pipe(res);\n} catch (err) {\n res.status(500).send(err);\n}\n});\n\napp.listen(3000, () => console.log('Server started'));"}}},{"rowIdx":85,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Write a python program to extract the non-vowel words in a sentence.\n\nThis machine learning project is challenging."},"output":{"kind":"string","value":"def extract_words(sentence):\n non_vowel_words = []\n words = sentence.split()\n vowels = ['a','e','i','o','u','A','E','I','O','U']\n for word in words:\n if not any(char in vowels for char in word):\n non_vowel_words.append(word) \n return non_vowel_words"}}},{"rowIdx":86,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a function to check for palindromes in a sentence.\n\nSentence: Was it a car or a cat I saw?"},"output":{"kind":"string","value":"def is_palindrome(sentence):\n sentence = sentence.lower().replace(' ', '')\n if sentence == sentence[::-1]:\n return True\n else:\n return False"}}},{"rowIdx":87,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Write a SQL query to find the highest price for each product type.\n\n"},"output":{"kind":"string","value":"SELECT\n type,\n MAX(price) AS 'highest_price'\nFROM products\nGROUP BY type;"}}},{"rowIdx":88,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a program in C# that prints out multiplication tables of any given number up to 10.\n\nNot applicable"},"output":{"kind":"string","value":"class Program\n{\n static void Main(string[] args)\n {\n // Get the number from the user\n Console.Write(\"Please enter a number: \");\n int number = Int32.Parse(Console.ReadLine());\n\n // Print out the multiplication table\n for (int i = 1; i <= 10; i++)\n {\n Console.WriteLine(\"{0} x {1} = {2}\", number, i, number * i);\n }\n }\n}"}}},{"rowIdx":89,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a function to print the elements of a linked list in a reverse order.\n\n"},"output":{"kind":"string","value":"function printReverseLinkedList(head) {\n if (head === null) return;\n\n printReverseLinkedList(head.next);\n\n console.log(head.data);\n}"}}},{"rowIdx":90,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a program to convert from Roman numerals to decimal numbers.\n\n"},"output":{"kind":"string","value":"# Dictionary to store Roman to Decimal values \nroman_val = { 'I': 1, 'V': 5, 'X': 10, 'L': 50, \n 'C': 100, 'D': 500, 'M': 1000 } \n \n# Function to convert Roman numerals to Number \ndef ConvertRoman(st): \n \n # Initialize result \n res = 0\n \n # Traverse given input \n for i in range(len(st)): \n \n # Getting value of symbol s[i] \n s1 = roman_val[st[i]] \n \n if (i+1 < len(st)): \n \n # Getting value of symbol s[i+1] \n s2 = roman_val[st[i+1]] \n \n # Comparing both values \n if (s1 >= s2): \n \n # Value of current symbol is greater \n # or equal to the next symbol \n res = res + s1 \n else: \n \n # Value of current symbol is greater \n # or equal to the next symbol \n res = res + s2 - s1 \n i += 1\n else: \n res = res + s1 \n \n return res"}}},{"rowIdx":91,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Write a Python program to calculate the average of a list of positive integers and output the result.\n\nList of positive integers: [1, 5, 6, 7, 8]"},"output":{"kind":"string","value":"list_of_positive_integers = [1, 5, 6, 7, 8]\ntotal = sum(list_of_positive_integers)\n\navg = total/len(list_of_positive_integers)\n\nprint(\"The average of the list of positive integers is {}\".format(avg))"}}},{"rowIdx":92,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Generate a Tensorflow model for a sentiment analysis task.\n\nNot applicable"},"output":{"kind":"string","value":"# Imports\nimport tensorflow as tf\nfrom tensorflow import keras\nfrom tensorflow.keras import layers\n\n# Input data\ndata = tf.data.Dataset.from_tensor_slices(texts, sentiments)\n\n# Define model\nmodel = keras.Sequential()\nmodel.add(layers.InputLayer(input_shape=X_train.shape[1]))\nmodel.add(layers.Embedding(input_dim=1000, output_dim=32, input_length=60))\nmodel.add(layers.Dropout(rate=0.2))\nmodel.add(layers.LSTM(units=32))\nmodel.add(layers.Dense(1, activation='sigmoid'))\n\n# Compile\nmodel.compile(loss='binary_crossentropy', optimizer='rmsprop', metrics=['accuracy'])\n\n# Train\nmodel.fit(train_data, train_sentiments, epochs=50, batch_size=64)"}}},{"rowIdx":93,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a JavaScript function to check if a string is a valid email address or not.\n\n"},"output":{"kind":"string","value":"function validateEmail(email) {\n var re = /^(([^<>()[\\]\\\\.,;:\\s@\\\"]+(\\.[^<>()[\\]\\\\.,;:\\s@\\\"]+)*)|(\\\".+\\\"))@((\\[[0-9]{1,3}\\.[0-9]{1,3}\\.[0-9]{1,3}\\.[0-9]{1,3}\\])|(([a-zA-Z\\-0-9]+\\.)+[a-zA-Z]{2,}))$/;\n return re.test(email);\n}"}}},{"rowIdx":94,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create an AWS Lambda function that queries a database and returns the results of the query.\n\nDatabase: PostgreSQL\nQuery: SELECT first_name, last_name FROM users;"},"output":{"kind":"string","value":"import { connect } from \"pg\";\nimport { Handler } from \"aws-lambda\";\n\nconst handler: Handler = async (event, _context) => {\n const { host, user, database, password } = process.env;\n const connection = await connect({\n host,\n user,\n database,\n password,\n });\n const res = connection.query(\n \"SELECT first_name, last_name FROM users;\"\n );\n return res.rows;\n}\n\nexport { handler }"}}},{"rowIdx":95,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Write a SQL statement to select the fields \"name\" and \"age\" from a table called `people`.\n\n"},"output":{"kind":"string","value":"SELECT name, age FROM people;"}}},{"rowIdx":96,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Develop a Ruby program to generate five random numbers between 0 and 10\n\nNot applicable"},"output":{"kind":"string","value":"def generate_random_numbers\n (0..10).to_a.sample(5)\nend\n \nputs generate_random_numbers"}}},{"rowIdx":97,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Produce a class in Java to represent a student with fields like rollNumber, name and marks?\n\n"},"output":{"kind":"string","value":"class Student {\n private String name;\n private String rollNumber;\n private int marks;\n\n public Student(String name, String rollNumber, int marks) {\n this.name = name;\n this.rollNumber = rollNumber;\n this.marks = marks;\n }\n\n public String getName() {\n return name;\n }\n public void setName(String name) {\n this.name = name;\n }\n\n public String getRollNumber() {\n return rollNumber;\n }\n public void setRollNumber(String rollNumber) {\n this.rollNumber = rollNumber;\n }\n\n public int getMarks() {\n return marks;\n }\n public void setMarks(int marks) {\n this.marks = marks;\n }\n}"}}},{"rowIdx":98,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Create a HTML document that displays a table with the employee data given below.\n\nEmployee Name | Salary\nJohn Doe | 50000 \nJane Doe | 45000 \nDr. Smith | 75000"},"output":{"kind":"string","value":"\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n

Employee Name	Salary
John Doe	50000
Jane Doe	45000
Dr. Smith	75000

\n \n"}}},{"rowIdx":99,"cells":{"instruction":{"kind":"string","value":"Below is an instruction that describes a task, Write a response that appropriately completes the request."},"input":{"kind":"string","value":"Develop a function in Python that prints out the Pascal's triangle for a given number of rows.\n\n"},"output":{"kind":"string","value":"def pascal_triangle(n): \n trow = [1] \n y = [0] \n for x in range(max(n, 0)): \n print(trow) \n trow=[l+r for l,r in zip(trow + y, y + trow)] \n return n>=1\n\npascal_triangle(5)"}}}],"truncated":true},"paginationData":{"pageIndex":0,"numItemsPerPage":100,"numTotalItems":2646394,"offset":0,"length":100}},"jwt":"eyJhbGciOiJFZERTQSJ9.eyJyZWFkIjp0cnVlLCJwZXJtaXNzaW9ucyI6eyJyZXBvLmNvbnRlbnQucmVhZCI6dHJ1ZX0sImlhdCI6MTcxNTc2MzE0MSwic3ViIjoiL2RhdGFzZXRzL1JlcGxldGUtQUkvY29kZV9iYWdlbCIsImV4cCI6MTcxNTc2Njc0MSwiaXNzIjoiaHR0cHM6Ly9odWdnaW5nZmFjZS5jbyJ9.JrcbI8G6LmGRh111ojuXLL0vKzVa5TrbsvtiPaYyvQsKsAH1ClSUP8GNX5XHy0xmcyocURvVk5u4nNP4CipACg","displayUrls":true},"dataset":"Replete-AI/code_bagel","isGated":false,"isPrivate":false,"author":{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/6589d7e6586088fd2784a12c/aF88vnIiK5fUFbfV2xIJH.png","fullname":"Replete-AI","name":"Replete-AI","type":"org","isHf":false,"isEnterprise":false},"compact":true}">

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train (2.65M rows)

instruction stringclasses 8 values	input stringlengths 0 17.3k	output stringlengths 1 27.2k
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a function to calculate the sum of a sequence of integers. [1, 2, 3, 4, 5]	# Python code def sum_sequence(sequence): sum = 0 for num in sequence: sum += num return sum
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Develop a function that will add two strings str1 = "Hello " str2 = "world"	def add_strings(str1, str2): """This function takes two strings and returns the sum of them.""" return str1 + str2 str1 = "Hello " str2 = "world" sum_of_strings = add_strings(str1, str2)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a data structure in C++ to store information of a grocery store inventory.	#include <map> #include <string> class GroceryStoreInventory { private: std::map<std::string, int> items; public: void addItems(std::string item, int quantity) { items[item] = quantity; } int getQuantity(std::string item) { if (items.find(item) != items.end()) { return items[item]; } return 0; } };
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Implement a sorting algorithm to sort a given array. [3, 1, 4, 5, 9, 0]	def bubble_sort(arr): n = len(arr) # Traverse through all array elements for i in range(n): # Last i elements are already in place for j in range(0, n-i-1): # traverse the array from 0 to n-i-1 # Swap if the element found is greater # than the next element if arr[j] > arr[j+1] : arr[j], arr[j+1] = arr[j+1], arr[j] # Driver code to test above arr = [3, 1, 4, 5, 9, 0] bubble_sort(arr) print ("Sorted array is:") for i in range(len(arr)): print ("%d" %arr[i]),
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a Swift application for tracking expenses. The app should have a view for creating new expenses, and a view for displaying all expenses in a table view. Not applicable	import UIKit class ExpenseViewController: UIViewController { // MARK: - Variables var expenses = [Expense]() @IBOutlet weak var tableView: UITableView! // MARK: - UIViewController override func viewDidLoad() { super.viewDidLoad() tableView.dataSource = self tableView.delegate = self setUpNavigationBar() } // MARK: - Private Functions func setUpNavigationBar() { let addButton = UIBarButtonItem(barButtonSystemItem: .add, target: self, action: #selector(addButtonTapped)) navigationItem.setRightBarButton(addButton, animated: true) } @objc func addButtonTapped() { let expenseDetailViewController = ExpenseDetailViewController() expenseDetailViewController.delegate = self present(expenseDetailViewController, animated: true, completion: nil) } } extension ExpenseViewController: UITableViewDataSource { func tableView(_ tableView: UITableView, numberOfRowsInSection section: Int) -> Int { return expenses.count } func tableView(_ tableView: UITableView, cellForRowAt indexPath: IndexPath) -> UITableViewCell { let cell = tableView.dequeueReusableCell(withIdentifier: "expenseCell", for: indexPath) let expense = expenses[indexPath.row] cell.textLabel?.text = expense.name cell.detailTextLabel?.text = expense.ammount return cell } } extension ExpenseViewController: UITableViewDelegate { func tableView(_ tableView: UITableView, didSelectRowAt indexPath: IndexPath) { } } extension ExpenseViewController: ExpenseDetailViewControllerDelegate { func expenseDetailViewController(_ controller: ExpenseDetailViewController, didCreateExpense expense: Expense) { expenses.append(expense) tableView.reloadData() } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a REST API to convert a UNIX timestamp to human readable date. Not Applicable	<?php $timestamp = $_GET['timestamp']; if(empty($timestamp)) { echo json_encode(["error" => "Please provide a valid UNIX timestamp."]); die(); } $date = date("Y-m-d H:i", $timestamp); echo json_encode(["date" => $date]); ?>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a Python code for crawling a website for a specific type of data. website: www.example.com data to crawl: phone numbers	import requests import re def crawl_website_for_phone_numbers(website): response = requests.get(website) phone_numbers = re.findall('\d{3}-\d{3}-\d{4}', response.text) return phone_numbers if __name__ == '__main__': print(crawl_website_for_phone_numbers('www.example.com'))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Python list comprehension to get the squared values of a list [1, 2, 3, 5, 8, 13].	[x*x for x in [1, 2, 3, 5, 8, 13]]
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a MySQL query to find the most expensive product from the table "products".	SELECT * FROM products ORDER BY price DESC LIMIT 1;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a data structure in Java for storing and managing books in a library. The data structure should include methods for adding a new book, checking if a particular book is available, and borrowing a book from the library. Not applicable	public class Library { // map of books in the library, key is book id, value is Book object private Map<String, Book> books; // Constructor public Library() { books = new HashMap<>(); } public void addBook(Book book) { books.put(book.getId(), book); } public boolean hasBook(String bookId) { return books.containsKey(bookId); } public void borrowBook(String bookId) { Book book = books.get(bookId); if (book != null) { book.borrow(); } } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a neural network model to classify emails into spam and non-spam.	import tensorflow as tf from tensorflow.keras.layers import Dense, Input # Preparing data X_train, y_train, X_test, y_test = get_data() # Returns training and testing datasets # Building model inputs = Input(shape=(X_train.shape[1], )) x = Dense(64, activation='relu')(inputs) x = Dense(32, activation='relu')(x) predictions = Dense(1, activation='sigmoid')(x) # Compiling model model = tf.keras.Model(inputs=inputs, outputs=predictions) model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy']) # Training the model model.fit(X_train, y_train, epochs=30, batch_size=32) # Evaluating the model scores = model.evaluate(X_test, y_test, verbose=0) print("Accuracy: %.2f%%" % (scores[1]*100))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a random string of 8 characters that contains at least one number. Not applicable	function generateRandomString() { const chars = '0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ'; let str = ''; for (let i = 0; i < 8; i++) { str += chars[Math.floor(Math.random() * chars.length)]; } return str; } console.log(generateRandomString()); // "3xB9uU3d"
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Java application for sending SMS messages. This application should include a class for configuring the SMS provider. Not applicable	import org.smslib.Library; import org.smslib.http.SMSHttpProvider; import org.smslib.smsserver.SMSServer; public class SMSProvider { public void configureProvider(String username, String password) { SMSServer.getInstance().setSmsProvider(new SMSHttpProvider()); SMSServer.getInstance().getSmsProvider().configure( "username=" + username + "," + "password=" + password, Library.getLibrary().getSettings()); } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Java program that generates a list of prime numbers from 2 to a given input. 10	class PrimeNumber { public static void main(String a[]) { int n = 10; int i; int j; System.out.print("Prime numbers between 1 and " + n + " are : "); for (i = 1; i < n; i++) { int counter = 0; for (j = i; j >= 1; j--) { if (i % j == 0) { counter = counter + 1; } } if (counter == 2) { System.out.print(i + " "); } } } } // Output: Prime numbers between 1 and 10 are : 2 3 5 7
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a JavaScript object containing key-value pairs for each item in the following list: Apple, Orange, Carrot	const object = { "Apple": "", "Orange": "", "Carrot": "" };
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a python script to perform this action. Given a string, remove all the consecutive duplicates from the string. Input: "AAABBCCCD"	def remove_duplicates(string): result = "" prev = '' for char in string: if char != prev: result += char prev = char return result result = remove_duplicates("AAABBCCCD") print(result)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Edit the following Java code to create a method that calculates the sum of an array of integers. public class Sum { public static void main(String[] args) { int[] numbers = {1, 2, 3, 4, 5}; System.out.println("The sum is: " + getSum(numbers)); } }	public class Sum { public static void main(String[] args) { int[] numbers = {1, 2, 3, 4, 5}; System.out.println("The sum is: " + getSum(numbers)); } public static int getSum(int[] numbers) { int sum = 0; for (int number : numbers) { sum += number; } return sum; } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a Haskell solution for finding the area of a rectangle.	rectArea :: Num a => a -> a -> a rectArea l w = l * w
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a React application to input two numbers and subtract them, displaying the result. Not applicable	import React, { useState } from "react"; const App = () => { const [input1, setInput1] = useState(0); const [input2, setInput2] = useState(0); const [result, setResult] = useState(0); const handleInput1Change = (e) => { setInput1(e.target.value); }; const handleInput2Change = (e) => { setInput2(e.target.value); }; const handleSubmit = (e) => { e.preventDefault(); setResult(Number(input1) - Number(input2)); }; return ( <> <form onSubmit={handleSubmit}> <input type="number" value={input1} onChange={handleInput1Change} /> - <input type="number" value={input2} onChange={handleInput2Change} /> <button type="submit">Calculate</button> </form> <p>Result: {result}</p> </> ); }; export default App;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a python script to generates random numbers between 0 and 9 that are divisible by 3.	def generate_random_divisible_number(): import random while True: # Generate a random number process = random.randint(0, 9) # Check if the number is divisible by 3 if process % 3 == 0: # If it is divisible, return it return process
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a 3x2 matrix filled with random numbers.	import numpy as np matrix = np.random.randint(1, 10, (3, 2)) print(matrix)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a program which subtracts two numbers and prints the result. 110, 15	def subtract(a,b): return a-b print(subtract(110, 15)) # Output: 95
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Django web application that displays a table of stocks with the following columns - name, current stock price, change and percentage change. NYSE:AAPL, 428.31, -1.51, -0.35 NYSE:MSFT, 217.31, 2.24, 1.04 NYSE:AMZN, 3282.19, 5.78, 0.18 NYSE:FB, 262.83, 4.68, 1.81 NYSE:GOOG, 1517.11, 5.58, 0.37	import os import django os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'webapp.settings') django.setup() from stocks.models import Stock stocks = [ {'name': 'AAPL', 'price': 428.31, 'change': -1.51, 'percent_change': -0.35}, {'name': 'MSFT', 'price': 217.31, 'change': 2.24, 'percent_change': 1.04}, {'name': 'AMZN', 'price': 3282.19, 'change': 5.78, 'percent_change': 0.18}, {'name': 'FB', 'price': 262.83, 'change': 4.68, 'percent_change': 1.81}, {'name': 'GOOG', 'price': 1517.11, 'change': 5.58, 'percent_change': 0.37}, ] for stock in stocks: Stock.objects.create(**stock)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a class in C# that can be used to represent users in a database.	public class User { public int Id { get; set; } public string Name { get; set; } public string EmailAddress { get; set; } public User(int id, string name, string emailAddress) { Id = id; Name = name; EmailAddress = emailAddress; } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Matlab program that computes the summation of an given list of numbers. [3, 7, 23, 17]	A = [3, 7, 23, 17]; %Input list answer = sum(A); % Calculation fprintf('Summation of the given list is %d', answer); % Output
Below is an instruction that describes a task, Write a response that appropriately completes the request.	In the function below, write an algorithm to reverse a string. def reverse_string(string): #TODO	def reverse_string(string): # Reverse the string if len(string) == 0: return string else: return reverse_str(string[1:]) + string[0]
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a code snippet that will generate a random string with length n (n is an input to the program).	import random import string def generateRandomString(n): letters = string.ascii_lowercase return ''.join(random.choice(letters) for i in range(n))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Build a program to train a model to recognize handwritten digits using a convolutional neural network.	import tensorflow as tf from tensorflow.keras.datasets import mnist from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, Dropout, Flatten from tensorflow.keras.layers import Conv2D, MaxPooling2D # Input image dimensions img_rows, img_cols = 28, 28 # Load image data (x_train, y_train), (x_valid, y_valid) = mnist.load_data() # Reshape it for Conv2D x_train = x_train.reshape(x_train.shape[0], img_rows, img_cols, 1) x_valid = x_valid.reshape(x_valid.shape[0], img_rows, img_cols, 1) # Convert to float32 x_train = x_train.astype('float32') x_valid = x_valid.astype('float32') # Normalize data x_train /= 255 x_valid /= 255 # Build and compile the model model = Sequential() model.add(Conv2D(32, kernel_size=(3,3), activation='relu', input_shape=x_train.shape[1:])) model.add(MaxPooling2D(pool_size=(2,2))) model.add(Dropout(0.25)) model.add(Flatten()) model.add(Dense(128, activation='relu')) model.add(Dropout(0.5)) model.add(Dense(10, activation='softmax')) model.compile(loss='sparse_categorical_crossentropy', optimizer='adam', metrics=['accuracy']) model.fit(x_train, y_train, epochs=10, batch_size=128, validation_data=(x_valid, y_valid))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a web page to visualize the tree structure provided as an input. Tree structure: +---0 +---1 | +---3 | +---4 +---2 +---5	<!DOCTYPE html> <html> <head> <title>Tree visualization</title> <style> ul { list-style-type: none; padding: 0; margin: 0; } li { display: flex; flex-direction: row; justify-content: flex-start; font-size: 48px; padding: 5px 0; margin-bottom: 10px; } li::before { content: " "; flex: 0 0 90%; padding-right: 10px; border-left: 1px solid gray; } </style> </head> <body> <ul> <li>0 <ul> <li>1 <ul> <li>3</li> <li>4</li> </ul> </li> <li>2 <ul> <li>5</li> </ul> </li> </ul> </li> </ul> </body> </html>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Rewrite the following code to remove two lines that are not necessary. def find_max(nums, max_num=None): if len(nums) == 0: return None if max_num is None: max_num = nums[0] for num in nums: if num > max_num: max_num = num return max_num	def find_max(nums, max_num=None): if len(nums) == 0: return None for num in nums: if num > max_num: max_num = num return max_num
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design an object-oriented architecture for a game in C++. Not applicable	#include <iostream> //Define the base class class GameObject { public: // All game objects have a position double x, y, z; // Every game object should have an update method virtual void Update() { }; //Destructor virtual ~GameObject() { } }; //Define a derived class class Player : public GameObject { public: //Player objects have a health int health; // Every Player should update in its own way void Update() override { // Do something here } }; //Define another derived class class Enemy : public GameObject { public: //Enemy objects have an attack damage int attackDamage; // Every Enemy should update in its own way void Update() override { // Do something here } };
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a function to remove all white spaces in a string. string = “ Hello World ”	def remove_whitespace(string): return string.replace(" ", "")
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Implement a recommendation engine in your mobile application which can offer customized suggestions based on user interaction. Not applicable	// The main function to get recommendations function getRecommendations(userInput) { // Get data from the API call let data = await API.getData(); // Process data to extract important information let processedData = processData(data); // Process user input to extract important information let processedUserInput = processUserInput(userInput); // Compare the processed data and processed user input let comparisons = compareInputs(processedData, processedUserInput); // Get the most similar value let topMatch = getTopMatch(comparisons); // Create the recommendations with the top match let recommendations = createRecommendations(topMatch); return recommendations; }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a C ++ program to optimize a given matrix with specific values.	#include <iostream> #include <vector> using namespace std; void optimizeMatrix (vector<vector<int>> &mat, int val) { // Iterate over the matrix for (int i = 0; i < mat.size(); i++) { for (int j = 0; j < mat[i].size(); j++) { // Substitute all elements to be // greater than or equal to value if (mat[i][j] < val) mat[i][j] = val; } } } int main() { // Create a matrix vector<vector<int>> mat = { {4, 5, 7}, {9, 1, 8}, {1, 2, 4} }; int val = 3; // print matrix optimizeMatrix(mat, val); // Print after optimization for (int i = 0; i < mat.size(); i++) { for (int j = 0; j < mat[i].size(); j++) cout << mat[i][j] << " "; cout << endl; } return 0; }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a bubble sort algorithm to sort an array of integers in ascending order. [5,1,4,2,3]	def bubble_sort(arr): n = len(arr) # Loop through the array from the beginning to the end for i in range(n): # Create a flag to determine if a swap is necessary swap_flag = False # Iterate through all elements before the last for j in range(0, n-i-1): # Compare the two elements if arr[j] > arr[j+1] : # Swap the two elements arr[j], arr[j+1] = arr[j+1], arr[j] # Set the flag swap_flag = True # Break out of the loop if no swap is needed if swap_flag == False: break # example arr = [5,1,4,2,3] bubble_sort(arr) print(arr) # [1, 2, 3, 4, 5]
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Develop a React component to render a list of user comments sorted by highest rating to lowest rating. Not applicable	import React from 'react'; const CommentsList = ({ comments }) => { const sortedComments = comments.sort((a, b) => b.rating - a.rating); return ( <ul> {sortedComments.map(comment => ( <li key={comment.id}> <p> <b>Rating:</b> {comment.rating} </p> <p>{comment.body}</p> <p> <b>Author:</b> {comment.author} </p> </li> ))} </ul> ); }; export default CommentsList;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	To evaluate a user's birthdate, write a JavaScript function to calculate age given a date of birth. date = 1982/3/21	function calculateAge(dateString) { let today = new Date(); let birthDate = new Date(dateString); let age = today.getFullYear() - birthDate.getFullYear(); let m = today.getMonth() - birthDate.getMonth(); if (m < 0 || (m === 0 && today.getDate() < birthDate.getDate())) { age--; } return age; } console.log(calculateAge("1982/3/21")); // Output: 38
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a SQL query to select all records from a table ordered by date from oldest to newest. Not applicable	SELECT * FROM table ORDER BY date ASC;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Develop an Express application to manage Users. This application should have routes for creating a new User, getting a User, updating a User, and deleting a User. Not applicable	// File: routes/users.js const express = require('express'); const { createUser, getUser, updateUser, deleteUser } = require('../controller/usersController'); const router = express.Router(); // Create a new User router.post('/users', createUser); // Get a User router.get('/users/:id', getUser); // Update a User router.put('/users/:id', updateUser); // Delete a User router.delete('/users/:id', deleteUser); module.exports = router;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a function in Java to split the array into two halves. Array: {2, 4, 1, 6, 7, 8, 3, 5}	public static void splitArray(int arr[]) { int mid = (arr.length + 1) / 2; int a[] = Arrays.copyOfRange(arr, 0, mid); int b[] = Arrays.copyOfRange(arr, mid, arr.length); System.out.println("First Array: "+Arrays.toString(a)); System.out.println("Second Array: "+Arrays.toString(b)); }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a valid JavaScript class constructor that takes in x and y coordinates. Not applicable	class Point { constructor(x, y) { this.x = x; this.y = y; } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a Python code to get the third largest element in a given row. [12, 13, 13, 45, 22, 99]	def third_largest(lst): if len(lst) < 3: return distinct = [] for i in lst: if i not in distinct: distinct.append(i) distinct.sort(reverse=True) return distinct[2]
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Given a list of tuples, write a program to find the tuple with the maximum sum. tuples = [(1, 2), (5, 6), (7, 8), (4, 9)]	def max_sum_tuple(tuples): # Initialize the max_sum as 0 max_sum = 0 # Iterate through the list of tuples for tup in tuples: # Get the sum of the current tuple sum_tup = sum(tup) # Update the max_sum if the current sum is greater if sum_tup > max_sum: max_sum = sum_tup max_tup = tup return max_tup print(max_sum_tuple(tuples))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Julia function to binarize an input array	function binarize(arr) convertedArr = zeros(size(arr)) for i in eachindex(arr) if arr[i] > 0 convertedArr[i] = 1 end end return convertedArr end
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a REST API with Python and Flask that allows users to create, read, update, and delete records from a database. Not applicable	from flask import Flask, request from flask_sqlalchemy import SQLAlchemy app = Flask(name) app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:////tmp/test.db' db = SQLAlchemy(app) class Record(db.Model): id = db.Column(db.Integer, primary_key=True) name = db.Column(db.String(120), unique=True) db.create_all() @app.route('/records', methods=['GET']) def get_records(): records = Record.query.all() return {'records':[record.name for record in records]} @app.route('/records', methods=['POST']) def create_record(): record = Record(name=request.json['name']) db.session.add(record) db.session.commit() return {'id': record.id} @app.route('/records/int:id', methods=['PUT']) def update_record(id): record = Record.query.get(id) record.name = request.json['name'] db.session.commit() return {'message': 'Record updated'} @app.route('/records/int:id', methods=['DELETE']) def delete_record(id): Record.query.filter_by(id=id).delete() db.session.commit() return {'message': 'Record deleted'} if name == 'main': app.run(debug=True)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate an algorithm that checks for the validity of a sudoku puzzle solution 3 4 6 8 2 9 7 5 1 7 8 9 6 5 1 4 3 2 5 2 1 4 7 3 6 9 8 6 3 7 9 4 8 5 2 1 2 9 4 5 1 6 3 8 7 8 1 5 3 6 7 9 4 2 9 6 8 1 3 5 2 7 4 1 7 3 2 8 4 9 6 5 4 5 2 7 9 6 1 0 8	def valid_sudoku(board): # Row check for row in board: if sorted(row) != [1,2,3,4,5,6,7,8,9]: return False # Column check for col in list(zip(*board)): if sorted(col) != [1,2,3,4,5,6,7,8,9]: return False # 3x3 check for i in [0,3,6]: for j in [0,3,6]: subset = [board[x][y] for x in range(i,i+3) for y in range(j,j+3)] if sorted(subset) != [1,2,3,4,5,6,7,8,9]: return False # If everything passes, the board is valid return True
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Devise an algorithm in Java that takes a list of numbers as input and outputs the mean (average) of the numbers. List of Numbers: [1, 3, 2, 5, 4]	public static double calculateMean(List<Integer> list) { double sum = 0; for (int num : list) { sum += num; } double mean = sum / (list.size()); return mean; }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Attempt to classify the following data points (1, 5) and (2, 8) using a linear classifier.	We can use the following linear classifier: y = mx + c with m = 3 and c = 0, our classifier would look like: y = 3x + 0 For the given data points (1, 5) and (2, 8) we can classify them like so: Point (1, 5) -> 5 = 3(1) + 0 -> y = 3x, classify as class 1 Point (2, 8) -> 8 = 3(2) + 0 -> y = 3x, classify as class 1
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Convert the following pseudocode into SQL query. IF age is between 18 and 25 output "Young Adult" ELSE IF age is between 26 and 30 output "Adult" ELSE IF age is greater than 30 output "Senior"	SELECT CASE WHEN age BETWEEN 18 AND 25 THEN 'Young Adult' WHEN age BETWEEN 26 AND 30 THEN 'Adult' WHEN age > 30 THEN 'Senior' END AS age_group FROM table;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a program to identify the elements present in a list which are binary values. [1, 2, True, False, 0, 4]	def binary_elements(arr): result = [] for val in arr: if val == True or val == False: result.append(val) return result
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Python function that takes in a string and a list of words and returns true if the string contains all the words in the list. 'This is a test', ['test', 'this', 'is']	def contains_words(input_string, words): for word in words: if word not in input_string: return False return True print(contains_words('This is a test', ['test', 'this', 'is'])) # True
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a JavaScript program to move all zeros in an array to the end. [0, 4, 0, 10, 0, 2, 14]	function moveZeros(arr){ let notZero = []; let zeros = []; for(let item of arr){ if(item === 0){ zeros.push(item); } else { notZero.push(item); } } for (let zero of zeros){ notZero.push(zero); } return notZero; } console.log(moveZeros([0, 4, 0, 10, 0, 2, 14]))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Construct a regex pattern that can detect any strings that contain ampersand character as the first letter.	regex_pattern = r"^&.*"
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Keras model with one input and one output that classifies text strings into two categories. Two sets of text strings, one for each category	# Define the model model = Sequential() model.add(Input(shape=(None,))) #Input layer model.add(Embedding(input_dim=VOCAB_SIZE, output_dim=EMBEDDING_DIM)) model.add(Bidirectional(LSTM(units=128))) model.add(Dense(units=2, activation="softmax")) # Compile the model model.compile( optimizer="adam", loss="binary_crossentropy", metrics=['acc'] ) # Train the model model.fit( x=data, y=labels, batch_size=64, epochs=30 )
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a function to compute the maximum thermometer reading given as a list of strings? ["100F", "45C", "30C"]	def max_thermometer_reading(l): '''This function computes the maximum thermometer reading given as a list of strings''' order = {'F': 0, 'C': 1} max_val = float('-inf') for reading in l: num, unit = reading[:-1], reading[-1] if order[unit] > order[max_val[-1]]: max_val = reading elif order[unit] == order[max_val[-1]]: if float(max_val[:-1]) < float(num): max_val = reading return max_val
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a GraphQL query which returns the list of countries with their populations. Not applicable	query { countries { name population } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Program a webhook to continuously monitor a specific resource for any changes and send an alert in the form of an email when a change is detected. Not applicable	const axios = require('axios'); const cron = require('node-cron'); const nodemailer = require('nodemailer'); // Create a cron job to trigger the monitoring cron.schedule('* * * * *', async () => { // Make an API call to get the resource const response = await axios.get('<url of resource endpoint>'); const data = response.data; // Check if the value has changed from the last time if (data.value !== <previous_value>) { // Send the alert const transporter = nodemailer.createTransport({ host: <host>, port: <port>, auth: { user: <user>, pass: <password> } }); const mailOptions = { from: <sender email>, to: <recipient email>, subject: 'Resource Change Alert', text: `The value of the resource has been changed to ${data.value}` }; transporter.sendMail(mailOptions, (error, info) => { if (error) { console.log(error); } else { console.log('Email sent: ' + info.response); } }); } <update previous_value to the latest value> });
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a function which reverses a string in JavaScript.	function reverseString(str) { let reversedStr = ''; for(let i = str.length -1; i >= 0; i--) { reversedStr += str[i]; } return reversedStr; }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a HTML page with an input form to capture the name of a user	<html> <head> <title>Input Form</title> </head> <body> <form action="" method="post"> <label for="name">Name: </label> <input type="text" name="name" id="name"> <input type="submit" name="submit" value="Submit"> </form> </body> </html>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	What should this Python program do? def is_palindrome(s): '''Write your code here.'''	def is_palindrome(s): '''This function returns True if the string s is a palindrome and False if it isn't.''' return s == s[::-1] # Checks if s is the same as its reverse.
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Use the Amazon Text-to-Speech API to generate speech from a given text.	import boto3 client = boto3.client('polly') def text_to_speech(text): response = client.synthesize_speech( OutputFormat='mp3', Text=text, VoiceId='Joanna' ) return response
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Rewrite this Java program to extend it to do all permutations of a given array. import java.util.Arrays; public class Permutation { public static void main(String[] args) { int[] arr = {1, 2, 3}; System.out.println(Arrays.toString(arr)); } }	import java.util.Arrays; public class Permutation { public static void permute(int[] arr, int index, int n) { if (index >= n) { System.out.println(Arrays.toString(arr)); return; } for (int i = index; i < n; i++) { // Swapping int temp = arr[i]; arr[i] = arr[index]; arr[index] = temp; permute(arr, index + 1, n); // Backtrack temp = arr[i]; arr[i] = arr[index]; arr[index] = temp; } } public static void main(String[] args) { int[] arr = {1, 2, 3}; permute(arr, 0, arr.length); } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Use the Sklearn API to create a logistic regression model with maximum iterations of 80.	from sklearn.linear_model import LogisticRegression model = LogisticRegression(max_iter=80)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Output the maximum element in an array. [1, 5, 10, 8, 15]	15
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Vue.js component with a button that calls an action when clicked. Not applicable	<template> <div> <button @click="handleClick">Click me!</button> </div> </template> <script> export default { name: 'MyComponent', methods: { handleClick() { // call an action here } } } </script>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a program that creates a class with variables and methods A string variable called 'name' and a function called 'sayHello' which prints 'Hello {name}'.	public class HelloClass { private String name; public HelloClass(String name) { this.name = name; } public void sayHello() { System.out.println("Hello " + name); } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design and create a data structure to efficiently store and retrieve student information.	struct Student { int id; string name; string email; int age; int grade; string address; }; unordered_map<int, Student> studentDB;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a function in Java to calculate the maximum of a given array. [6, 1, 4, 9, -2]	public static int getMaxElement(int[] arr) { if (arr.length == 0) return 0; int maxElement = arr[0]; for (int i = 1; i < arr.length; i++) if (arr[i] > maxElement) maxElement = arr[i]; return maxElement; } int[] arr = { 6, 1, 4, 9, -2 }; int maximumElement = getMaxElement(arr); System.out.println("Maximum element of the array is: " + maximumElement); # Output: 9
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Python program to sort and print out the elements of an array of integers. [17, 41, 5, 22, 54, 6, 29, 3, 13]	arr = [17, 41, 5, 22, 54, 6, 29, 3, 13] arr.sort() print(arr) # Output: [3, 5, 6, 13, 17, 22, 29, 41, 54]
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a program to simulate the movement of a particle in two dimensions.	def simulate_particle(x0, y0, vx0, vy0, dt): """Simulate the movement of a particle in two dimensions given initial x, y postions and the x, y velocities.""" x_position = x0 + vx0 * dt y_position = y0 + vy0 * dt return (x_position, y_position) x, y = simulate_particle(0, 0, 5, 10, 0.2) print("X position: ", x) print("Y position: ", y)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Implement a deep learning model to classify intents in a utterance. Utterance: I would like to book a flight	The model would take the utterance as input and be trained on a labeled dataset of intents and utterances. The outputs of the model can be probabilities of each intent corresponding to the input utterance. The model could for example be a recurrent neural network (RNN) with an attention layer which is trained on the dataset.
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create an HTML page with a JavaScript function that calculates a user's Body Mass Index (BMI). Not applicable	<!DOCTYPE html> <html> <head> <title>BMI Calculator</title> <script> function calculateBMI(){ // get the user's weight and height from the inputs let weight = document.getElementById('weight').value; let height = document.getElementById('height').value; // calculate BMI let bmi = weight / (height * height); //display the result document.getElementById('result').innerHTML = 'Your BMI is ' + bmi; } </script> </head> <body> <h1>Body Mass Index (BMI) Calculator</h1> <input type="text" id="weight" placeholder="Enter your weight in kg"> <input type="text" id="height" placeholder="Enter your height in meters"> <button onclick="calculateBMI()">Calculate BMI</button> <p id="result"></p> </body> </html>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a stored procedure in MySQL to insert new data into the table 'users'.	CREATE PROCEDURE insert_user(IN first_name VARCHAR(255), IN last_name VARCHAR(255), IN email VARCHAR(255), IN user_level INT) BEGIN INSERT INTO users(first_name, last_name, email, user_level) VALUES(first_name, last_name, email, user_level); END;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a Python program that adds two then doubles the result.	def double_add(num1, num2): return (num1 + num2) * 2
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Edit the given C++ class so that the copy constructor is defined. class MyClass { public: private: };	class MyClass { public: MyClass(const MyClass& other){}; private: };
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Java program that creates an SQL query to calculate the summation of values in a given column. Table name: orders Column name: payment_amount	String sql = "SELECT SUM(payment_amount) FROM orders"; Statement st = conn.createStatement(); ResultSet rs = st.executeQuery(sql); while(rs.next()) { System.out.println("Sum of payment_amount : " + rs.getInt("SUM(payment_amount)")); }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate an optimized SQL query that select all rows in the table. Table Name: Employees	SELECT * FROM Employees;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a NumPy array called "arr" with 10 elements and compute the median.	import numpy as np arr = np.random.randint(0, 100, 10) median = np.median(arr)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a JavaScript script for parsing HTML tables. [ { "id": 1, "name": "John Smith", "email": "john@example.com" }, { "id": 2, "name": "Jane Doe", "email": "jane@example.com" } ]	const table = document.querySelector('table'); const rows = table.querySelectorAll('tr'); const data = []; rows.forEach(row => { let cells = row.querySelectorAll('td'); let rowData = {}; for (let i = 0; i < cells.length; i += 2) { const key = cells[i].textContent; const value = cells[i+1].textContent; rowData[key] = value; } data.push(rowData); }); console.log(data); /* [ { "id": 1, "name": "John Smith", "email": "john@example.com" }, { "id": 2, "name": "Jane Doe", "email": "jane@example.com" } ] */
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a React component that displays given data points in a graphical format. Data Points: [{x: 1, y: 10}, {x: 2, y: 20}, {x: 3, y: 30}]	import React, { Component } from 'react'; import { Line } from 'react-chartjs-2'; class Chart extends Component { render() { const data = { labels: [1, 2, 3], datasets: [ { label: 'Data points', data: this.props.dataPoints, fill: false, lineTension: 0.1, backgroundColor: 'rgba(75,192,192,0.4)', borderColor: 'rgba(75,192,192,1)', borderCapStyle: 'butt', borderDash: [], borderDashOffset: 0.0, borderJoinStyle: 'miter', pointBorderColor: 'rgba(75,192,192,1)', pointBackgroundColor: '#fff', pointBorderWidth: 1, pointHoverRadius: 5, pointHoverBackgroundColor: 'rgba(75,192,192,1)', pointHoverBorderColor: 'rgba(220,220,220,1)', pointHoverBorderWidth: 2, pointRadius: 1, pointHitRadius: 10, } ] }; return ( <div> <Line data={data} /> </div> ) } } export default Chart;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Vue.js application to display basic information about a user. Not applicable	<template> <div> <h2>User Information</h2> <ul> <li>Name: {{user.name}}</li> <li>Email: {{user.email}}</li> <li>Age: {{user.age}}</li> <li>Country: {{user.country}}</li> </ul> </div> </template> <script> export default { data() { return { user: { name: 'John Doe', email: 'john@example.com', age: 34, country: 'USA' } } } } </script>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a Ethereum smart contract for a simple ToDo list application. This application should include methods to create, check off, and delete tasks with each task having a title and a status (open, checked off). Not applicable	pragma solidity ^0.6.6; contract ToDoList { struct Task { string title; bool status; } // Define an array to store tasks Task[] tasks; // Create a task function createTask(string memory _title) public { Task memory newTask = Task(_title, false); tasks.push(newTask); } // Check off a task function checkOffTask(uint _id) public { Task storage task = tasks[_id]; require(task.status == false, "Task already checked off"); task.status = true; } // Delete a task function deleteTask(uint _id) public { require(_id < tasks.length, "Index does not exist"); delete tasks[_id]; } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a simple node program that runs a timer.	const Readline = require('readline'); const rl = Readline.createInterface({ input: process.stdin, output: process.stdout }); rl.question('Enter time in seconds: ', (answer) => { let seconds = parseInt(answer); console.log(`Starting timer for ${seconds} seconds.`); const start = Date.now(); const end = start + (seconds * 1000); const timer = setInterval(() => { let now = Date.now(); if (now > end) { clearInterval(timer); console.log("Time's up!"); rl.close(); return; } let remainingTime = Math.round((end-now)/1000); console.log(`Time remaining: ${remainingTime} seconds`); }, 1000); });
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Design a solution to track the employees working in a company	""" Design a solution to track the employees working in a company """ Create a database table with fields to store employee information such as: -ID: unique ID of the employee -Name: Name of the employee -Department: Department in which the employee works -Address: Home address of the employee -Start Date: Date when the employee joined the company -End Date: Date when the employee left the company (if applicable) Create an interface for users to view and update the employee database. The interface should include functions to add new employees, view/edit current employee information, and track employee events such as promotions, transfers, and terminations.
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create an endpoint in an Express application that generates a PDF invoice for a given order. Not applicable	const express = require('express'); const uuid = require('uuid'); const pdf = require('html-pdf'); const app = express(); let orders = [ { orderId: 'ORD0001', items: [ { name: 'Apple', quantity: 2, price: 2.99 }, { name: 'Banana', quantity: 5, price: 0.99 } ] } ]; app.get('/invoice', async (req, res) => { const orderId = req.query.orderId; const order = orders.find(order => order.orderId === orderId); if (!order) res.status(400).send({ error: 'Order not found' }); const invoiceHtml = ` <div> <h1>Invoice</h1> <ul> ${order.items .map(item => `<li>${item.name} (${item.quantity}) - ${item.price * item.quantity}</li>`) .join('')} </ul> </div> `; const filename = `invoice-${uuid.v4()}.pdf`; const options = { format: 'Letter' }; try { const file = await pdf.create(invoiceHtml, options); res.setHeader('Content-Disposition', `attachment; filename=${filename}`); file.toStream().pipe(res); } catch (err) { res.status(500).send(err); } }); app.listen(3000, () => console.log('Server started'));
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a python program to extract the non-vowel words in a sentence. This machine learning project is challenging.	def extract_words(sentence): non_vowel_words = [] words = sentence.split() vowels = ['a','e','i','o','u','A','E','I','O','U'] for word in words: if not any(char in vowels for char in word): non_vowel_words.append(word) return non_vowel_words
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a function to check for palindromes in a sentence. Sentence: Was it a car or a cat I saw?	def is_palindrome(sentence): sentence = sentence.lower().replace(' ', '') if sentence == sentence[::-1]: return True else: return False
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a SQL query to find the highest price for each product type.	SELECT type, MAX(price) AS 'highest_price' FROM products GROUP BY type;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a program in C# that prints out multiplication tables of any given number up to 10. Not applicable	class Program { static void Main(string[] args) { // Get the number from the user Console.Write("Please enter a number: "); int number = Int32.Parse(Console.ReadLine()); // Print out the multiplication table for (int i = 1; i <= 10; i++) { Console.WriteLine("{0} x {1} = {2}", number, i, number * i); } } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a function to print the elements of a linked list in a reverse order.	function printReverseLinkedList(head) { if (head === null) return; printReverseLinkedList(head.next); console.log(head.data); }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a program to convert from Roman numerals to decimal numbers.	# Dictionary to store Roman to Decimal values roman_val = { 'I': 1, 'V': 5, 'X': 10, 'L': 50, 'C': 100, 'D': 500, 'M': 1000 } # Function to convert Roman numerals to Number def ConvertRoman(st): # Initialize result res = 0 # Traverse given input for i in range(len(st)): # Getting value of symbol s[i] s1 = roman_val[st[i]] if (i+1 < len(st)): # Getting value of symbol s[i+1] s2 = roman_val[st[i+1]] # Comparing both values if (s1 >= s2): # Value of current symbol is greater # or equal to the next symbol res = res + s1 else: # Value of current symbol is greater # or equal to the next symbol res = res + s2 - s1 i += 1 else: res = res + s1 return res
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a Python program to calculate the average of a list of positive integers and output the result. List of positive integers: [1, 5, 6, 7, 8]	list_of_positive_integers = [1, 5, 6, 7, 8] total = sum(list_of_positive_integers) avg = total/len(list_of_positive_integers) print("The average of the list of positive integers is {}".format(avg))
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Generate a Tensorflow model for a sentiment analysis task. Not applicable	# Imports import tensorflow as tf from tensorflow import keras from tensorflow.keras import layers # Input data data = tf.data.Dataset.from_tensor_slices(texts, sentiments) # Define model model = keras.Sequential() model.add(layers.InputLayer(input_shape=X_train.shape[1])) model.add(layers.Embedding(input_dim=1000, output_dim=32, input_length=60)) model.add(layers.Dropout(rate=0.2)) model.add(layers.LSTM(units=32)) model.add(layers.Dense(1, activation='sigmoid')) # Compile model.compile(loss='binary_crossentropy', optimizer='rmsprop', metrics=['accuracy']) # Train model.fit(train_data, train_sentiments, epochs=50, batch_size=64)
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a JavaScript function to check if a string is a valid email address or not.	function validateEmail(email) { var re = /^(([^<>()[\]\\.,;:\s@\"]+(\.[^<>()[\]\\.,;:\s@\"]+)*)|(\".+\"))@((\[[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}\])|(([a-zA-Z\-0-9]+\.)+[a-zA-Z]{2,}))$/; return re.test(email); }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create an AWS Lambda function that queries a database and returns the results of the query. Database: PostgreSQL Query: SELECT first_name, last_name FROM users;	import { connect } from "pg"; import { Handler } from "aws-lambda"; const handler: Handler = async (event, _context) => { const { host, user, database, password } = process.env; const connection = await connect({ host, user, database, password, }); const res = connection.query( "SELECT first_name, last_name FROM users;" ); return res.rows; } export { handler }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Write a SQL statement to select the fields "name" and "age" from a table called `people`.	SELECT name, age FROM people;
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Develop a Ruby program to generate five random numbers between 0 and 10 Not applicable	def generate_random_numbers (0..10).to_a.sample(5) end puts generate_random_numbers
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Produce a class in Java to represent a student with fields like rollNumber, name and marks?	class Student { private String name; private String rollNumber; private int marks; public Student(String name, String rollNumber, int marks) { this.name = name; this.rollNumber = rollNumber; this.marks = marks; } public String getName() { return name; } public void setName(String name) { this.name = name; } public String getRollNumber() { return rollNumber; } public void setRollNumber(String rollNumber) { this.rollNumber = rollNumber; } public int getMarks() { return marks; } public void setMarks(int marks) { this.marks = marks; } }
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Create a HTML document that displays a table with the employee data given below. Employee Name | Salary John Doe | 50000 Jane Doe | 45000 Dr. Smith | 75000	<html> <body> <table> <tr> <th>Employee Name</th> <th>Salary</th> </tr> <tr> <td>John Doe</td> <td>50000</td> </tr> <tr> <td>Jane Doe</td> <td>45000</td> </tr> <tr> <td>Dr. Smith</td> <td>75000</td> </tr> </table> </body> </html>
Below is an instruction that describes a task, Write a response that appropriately completes the request.	Develop a function in Python that prints out the Pascal's triangle for a given number of rows.	def pascal_triangle(n): trow = [1] y = [0] for x in range(max(n, 0)): print(trow) trow=[l+r for l,r in zip(trow + y, y + trow)] return n>=1 pascal_triangle(5)

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