Match the following elements of mapreduce jobs with their best matching corresponding features. The correct answer does not repeat any of the features. Combiner Replication Reducer Mapper Choose... Partitioner Choose... Shuffle and Sort Choose... Choose... Choose... ✓ Choose... → ◆ + ♦
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- from matplotlib import cmimport matplotlib.pyplot as pltimport platformimport numpy as npfrom mlxtend.data import loadlocal_mnist from sklearn.datasets import load_digitsfrom sklearn.model_selection import train_test_splitimport pickle plt.rcParams.update({'font.size': 12})plt.rcParams['figure.figsize'] = [8, 4] X, y = loadlocal_mnist(images_path='train-images-idx3-ubyte', labels_path='train-labels-idx1-ubyte') # Keeping only digits 0 and 1index = y <2X = X[index]y = y[index] # Normalizing the dataX = X/X.max() # Splitting to training and testing groups.X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, shuffle=False) def sigmoid(t): reasonable = (t>-100).astype(float) t = t*reasonable s = 1/(1+np.exp(-t)) s = s*reasonable return s Nsamples,Nfeatures = X_train.shapeNclasses = 2a = np.random.randn(Nfeatures+1,Nclasses-1)Xtilde = np.concatenate((X_train,np.ones((Nsamples,1))),axis=1)gamma = 1e-1for iter in range(1500): # YOUR CODE HERE…Create a webpage A2-Task2.html. The webpage is displaying one image. Each time the user moves the mouse out of the image, the image is changed to another one and one more 'sun' emoji is displayed under the image. When the number of 'suns' reaches seven (7), all 'suns are deleted (reset) and start to be displayed again. For example, the 8th time user moves the mouse out of the image, one 'sun' is shown, the 9th time - two 'suns', and so on. Note: - You should use two images. Each time the user moves the mouse out of the image, the image is changing. If an image of "Winter" is displayed it will change to "Summer", and opposite, if an image of "Summer" is displayed it will change to "Winter". The special character code for the 'sun' is "☀". Put the source code of your website A2-Task2.html here. Make sure you also upload the A2-Task2.zip of all files below.JAVASCRIPT addButtonListeners a. Selects all buttons nested inside the main element b. If buttons exist: c. Loop through the NodeList of buttons d. Gets the postId from button.dataset.postId e. Adds a click event listener to each button (reference addEventListener) f. The listener calls an anonymous function (see cheatsheet) g. Inside the anonymous function: the function toggleComments is called with the event and postId as parameters h. Return the button elements which were selected i. You may want to define an empty toggleComments function for now. Not all tests will pass for addButtonListeners until toggleComments exists. I recommend waiting on the logic inside the toggleComments function until we get there. */ function addButtonListeners(){ }
- addButtonListenersa. Selects all buttons nested inside the main elementb. If buttons exist:c. Loop through the NodeList of buttonsd. Gets the postId from button.dataset.postIde. If a postId exists, add a click event listener to the button (referenceaddEventListener) - inside the loop so this happens to each buttonf. The listener calls an anonymous function (see cheatsheet)g. Inside the anonymous function: the function toggleComments is called with theevent and postId as parametersh. Return the button elements which were selectedi. You may want to define an empty toggleComments function for now. The listenertest will NOT pass for addButtonListeners until toggleComments is completed.Nevertheless, I recommend waiting on the logic inside the toggleCommentsfunction until we get there. const addButtonListeners = function(){ const buttons = document.querySelectorAll("main")[0].querySelectorAll(`button`); buttons.forEach((button) => {…Scenario: You have been tasked with building a URL file validator for a web crawler. A web crawler is an application that fetches a web page, extracts the URLs present in that page, and then recursively fetches new pages using the extracted URLs. The end goal of a web crawler is to collect text data, images, or other resources present in order to validate resource URLs or hyperlinks on a page. URL validators can be useful to validate if the extracted URL is a valid resource to fetch. In this scenario, you will build a URL validator that checks for supported protocols and file types.Although this dataset does not havee any NaN S, you could utilizee the dropna function to drop rows with missing values. We will not be providing links to the relevant page in the Pandas API anymore. Instead, you should develop the habit of Googling and finding out how to use the API on your own, which is an important skillfor working with Python libraries. Once you are done with that, print out summary information on the table again to ensure that the changes are saved. Your code here spotify_na- ? spotify_na.?
- Add in loader spinners within each button in the Logs page. Currently it takes a very long time to load players/stats/etc. This is understandable given the amount of data. While the query is going on behind the scenes, please add loaders into the buttons — Player, Stats, Min/Max Timestamps (and make them non-clickable) — so that is it clear what the user is waiting on. Here is the filter code: import { map } from 'lodash'import React from 'react'import { Button } from 'reactstrap' import * as Dropdowns from './dropdowns' const isSubmittable = filterOptions => {if (!filterOptions.sport|| !filterOptions.schema|| !filterOptions.event) return false return true} const BetFeedFilters = props => {const { metadata, selectedMetadata, updateApiDropdown, filterOptions, events, players, stats, timestamps, submitApiCall, loading } = props if (!metadata) return <div></div> return (<div style={{ paddingTop: 10, paddingBottom: 10, display: 'flex', flexDirection: 'column', gap: 20,…Create a webpage A2-Task2.html. The webpage is displaying one image. Each time the user clicks the image, the image is changed to another one and one more 'globe' emoji is displayed under the image. When the number of 'globes' reaches five (5), all 'globes' are deleted (reset) and start to be displayed again. For example, the 6th time user clicks the image, one 'globe' is shown, the 7th time - two 'globes', and so on. Note: - You should use two images. Each time the user clicks on the image, the image is changing. If an image of "Seaside" is displayed it will change to "Mountain view", and opposite, if an image of "Mountain view" is displayed it will change to "Seaside". - The special character code for the 'globe' is "🌏".Assuming that you have a non-empty SQUARE matrix B of size n (assume n is ODD and n > 2 ; assume n is a variable present in Workspace) available in your Workspace, which Matlab command will not "extract" the center column of B? B(:,floor(n/2)) B(:,ceil(end/2)) B(1:end,ceil(mean(1:n))) B(:,ceil(length(B)/2))
- package com.example.myapplication;import androidx.appcompat.app.AppCompatActivity;import android.os.Bundle;import android.view.View;import android.widget.Button;import android.widget.ListView;public class PlayerActivity2 extends AppCompatActivity {ListView simpleList;String SerialNo[] = {"1", "2", "3", "4", "5", "6","7","8","9","10"};int flags[] = {R.drawable.image1, R.drawable.image2, R.drawable.image3, R.drawable.image4, R.drawable.image5, R.drawable.image6, R.drawable.image7, R.drawable.image8, R.drawable.image9, R.drawable.image10};String Names[] = {"mmm", "nnn", "aaa.", "bbb", "ccc", "ddd","eee jk"," ijk","Virgil jk","gil jklk"};String Score[] = {"1", "2","3", "5", "4", "3","5","5","5","5"};@Overrideprotected void onCreate(Bundle savedInstanceState) {super.onCreate(savedInstanceState);setContentView(R.layout.activity2);simpleList = (ListView)findViewById(R.id.simpleListView);//ArrayAdapter<String> arrayAdapter = new ArrayAdapter<String>(this,…2. Start with an empty buffer pool of size 4 pages again. This time use this access pattern:♯SAGLIKLIMUTLUBAYRAMLAR♯. At the end of accessing all the pattern, what is the content ofthe buffer pool (write in alphabetical order)? Use the LRU algorithm as the buffer replacementpolicy.Using a tool of your choice (e.g. Java, Python, MS Excel, JavaScript, HTML etc.) develop a basic simulator for hash puzzles that perform the mining operation for blockchain. Pls attach your code as and when necessary.