Here is the solution to your question:
Create a helper.py file and create a function that will perform the below task (merge all files and new column with file name to the row).
Provide a test script--------------------------- from pathlib import Pathimport pandas as pddef merge_files_with_filename(path): source_files = sorted(Path(path).glob('file_*.csv')) dataframes = [] for file in source_files:
df = pd.read_csv(file) df['Filename'] = file.name dataframes.append(df) df_all = pd.concat(dataframes, ignore_index = True) return df_allTest script:------------import helperresult = helper.merge_files_with_filename('path where all csv files are')print(result)Note: Make sure to replace the 'path where all csv files are' in the code with the actual path where your csv files are stored.
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Java Programming
1. The employee class is an abstract class and has the following private attributes:
. String fullName
. string socialSecurityNumber
It's going to have an abstract method called double earnings()
2. The HourlyEmployee class is a class derived from the abstract class Employee. It has the following private attributes:
. double wage
. double hours
Do the earnings() method. will calculate earnings as follows:
. If the hours are less than or equal to 40
. wages *hours
. If the hours are greater than 40
. 40 * wages + ( hours -40) * wages * 1.5
Implement Exception handling in the setHours method of the HourlyEmployee class, apply the IllegalArgumentException when the hours worked are less than zero.
3. Using the concept of polymorphism instantiate an object of each concrete class and print them in main. Assume classes SalariedEmployee are done.
The output should be: name of the employee, social security, and what i earn ( earnings)
```java
public class Main {
public static void main(String[] args) {
Employee salariedEmployee = new SalariedEmployee("John Doe", "123-45-6789", 5000);
Employee hourlyEmployee = new HourlyEmployee("Jane Smith", "987-65-4321", 15.0, 45);
System.out.println("Name: " + salariedEmployee.getFullName() + ", Social Security Number: " + salariedEmployee.getSocialSecurityNumber() + ", Earnings: " + salariedEmployee.earnings());
System.out.println("Name: " + hourlyEmployee.getFullName() + ", Social Security Number: " + hourlyEmployee.getSocialSecurityNumber() + ", Earnings: " + hourlyEmployee.earnings());
}
}
```
"Using polymorphism, instantiate an object of each concrete class (e.g., `SalariedEmployee` and `HourlyEmployee`), and print their information (name, social security number, and earnings) in the `main` method."Here's an example implementation of the `Employee` abstract class, `HourlyEmployee` class, and the main method to instantiate objects and print their information:
```java
abstract class Employee {
private String fullName;
private String socialSecurityNumber;
public Employee(String fullName, String socialSecurityNumber) {
this.fullName = fullName;
this.socialSecurityNumber = socialSecurityNumber;
}
public abstract double earnings();
public String getFullName() {
return fullName;
}
public String getSocialSecurityNumber() {
return socialSecurityNumber;
}
}
class HourlyEmployee extends Employee {
private double wage;
private double hours;
public HourlyEmployee(String fullName, String socialSecurityNumber, double wage, double hours) {
super(fullName, socialSecurityNumber);
this.wage = wage;
setHours(hours);
}
public void setHours(double hours) {
if (hours < 0) {
throw new IllegalArgumentException("Hours worked cannot be less than zero.");
}
this.hours = hours;
}
public double earnings() {
if (hours <= 40) {
return wage * hours;
} else {
return 40 * wage + (hours - 40) * wage * 1.5;
}
}
}
public class Main {
public static void main(String[] args) {
SalariedEmployee salariedEmployee = new SalariedEmployee("John Doe", "123-45-6789", 5000);
HourlyEmployee hourlyEmployee = new HourlyEmployee("Jane Smith", "987-65-4321", 15.0, 45);
Employee[] employees = { salariedEmployee, hourlyEmployee };
for (Employee employee : employees) {
System.out.println("Name: " + employee.getFullName());
System.out.println("Social Security Number: " + employee.getSocialSecurityNumber());
System.out.println("Earnings: " + employee.earnings());
System.out.println();
}
}
}
```
In this example, the `Employee` class is defined as an abstract class with private attributes `fullName` and `socialSecurityNumber`. It also has an abstract method `earnings()`. The `HourlyEmployee` class extends `Employee` and adds private attributes `wage` and `hours`. It implements the `earnings()` method based on the given calculation. The `setHours()` method in `HourlyEmployee` includes exception handling using `IllegalArgumentException` to ensure that hours worked cannot be less than zero.
In the `main` method, objects of `SalariedEmployee` and `HourlyEmployee` are instantiated. The `Employee` array is used to store both objects. A loop is used to print the information for each employee, including name, social security number, and earnings.
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How do argc and argv variables get set if the program is called from the terminal and what values do they get set with?
int main(int argc, char* argv[])
{
return(0);
}
Q2
Order the following set of functions by growing fastest to growing slowest as N increases. For example, given(1) ^, (2) !, we should order (1), (2) because ^ grows faster than !.
(1)N
(2)√N
(3)N^2
(4)2/N
(5)1024
(6)log (N/4)
(7)N log (N/2)
Q3
A program takes 35 seconds for input size 20 (i.e., n=20). Ignoring the effect of constants, approximately how much time can the same program be expected to take if the input size is increased to 100 given the following run-time complexities, respectively? Why?
a. O(N)
b. O(N + log N)
c. O(2^N)1
Reason (1-5 sentences or some formulations):
The program's runtime grows exponentially with the input size, so even a small increase in N can lead to a substantial increase in runtime.
How are argc and argv variables set when the program is called from the terminal and what values do they receive? Order the given functions by their growth rate as N increases. Predict the approximate runtime increase for the same program with an increased input size based on the provided complexities.argc and argv variables are automatically set when a program is called from the terminal.
argc (argument count) represents the number of command-line arguments passed to the program, including the program name itself.
argv (argument vector) is an array of strings that contains the command-line arguments.
The values of argc and argv depend on how the program is executed from the terminal, and they are set by the operating system.
Ordering the functions by growing fastest to growing slowest as N increases:
(4) 2/N, (6) log(N/4), (3) N² , (7) N log(N/2), (2) √N, (1) N, (5) 1024
Approximate time for the same program with increased input size to 100:
The time would be approximately 5 times longer since the input size increases by a factor of 5 (100/20).O(N + log N): The time would be approximately 5 times longer because the logarithmic term has a much smaller impact compared to the linear term.The time would be significantly longer as the input size increases.
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which type of message is generated automatically when a performance condition is met?
When a performance condition is met, an automated message is generated to notify the relevant parties. These messages serve to provide real-time updates, trigger specific actions, or alert individuals about critical events based on predefined thresholds.
Automated messages are generated when a performance condition is met to ensure timely communication and facilitate appropriate responses. These messages are typically designed to be concise, informative, and actionable. They serve various purposes depending on the specific context and application.
In the realm of computer systems and software, performance monitoring tools often generate automated messages when certain conditions are met. For example, if a server's CPU utilization exceeds a specified threshold, an alert message may be sent to system administrators, indicating the need for investigation or optimization. Similarly, in industrial settings, if a machine's temperature reaches a critical level, an automated message can be generated to alert operators and prompt them to take necessary precautions.
Automated messages based on performance conditions can also be used in financial systems, such as trading platforms. When specific market conditions are met, such as a stock price reaching a predetermined level, an automated message may be generated to trigger the execution of a trade order.
Overall, these automated messages play a vital role in ensuring efficient operations, prompt decision-making, and effective response to changing conditions, allowing individuals and systems to stay informed and take appropriate actions in a timely manner.
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The term refers to a set of software components that link an entire organization. A) Information Silo B) Departmental Applications C) Open Source D) Enterprise systems! 28) Which of the following is a characteristic of top management when choosing an IS project selection? A) Departmental level focus B) Bottom - Up Collaboration C) Enterprise wide consideration D) Individual level focus
The term that refers to a set of software components that link an entire organization is D) Enterprise systems.
When choosing an IS project selection, a characteristic of top management is C) Enterprise-wide consideration.
Enterprise systems are comprehensive software solutions that integrate various business processes and functions across different departments or divisions within an organization. They facilitate the flow of information and enable efficient communication and coordination between different parts of the organization.
Enterprise systems are designed to break down information silos and promote cross-functional collaboration and data sharing, leading to improved organizational efficiency and effectiveness.
28) Top management typically considers the impact and benefits of an IS project at the organizational level. They take into account how the project aligns with the overall strategic goals of the organization and how it can benefit the entire enterprise.
This involves evaluating the project's potential impact on different departments and functions, ensuring that it supports cross-functional collaboration and contributes to the organization's overall success. By considering the enterprise as a whole, top management aims to make decisions that provide the greatest value and positive impact across the entire organization.
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Problem 1
You will create a game of WordGuess where the user needs to guess a word one letter at a time. The game stops when the user guesses all the letters of the chosen word, or the user makes 5 incorrect guesses.
Your program needs to select a secret word at random out of a listof words. Then display a dash for each letter of the secret word. At the same time, the program shows the user how many incorrect guesses he has left before losing.
Create a function called crab(weeks, take, stack)that receives 3 parameters. The secret word weeks, the user's current guess take (1 letter), and the word made up of the user's guesses so far, stack.
The function should check if the user's current guess exists in the secret word. If yes, it will update the word made up with the user guesses to change the dashes to the guessed character and return True, else, it will return False.
The program starts asking the user for his/her guess letter:
If the letter is in the secret word, a success message will be printed, and a refreshed version of the secret word will be shown to the user with the guessed letters being replaced in the dashed version.
If the letter is not in the secret word, then the program shows a failure message and decrements the incorrect guesses counter by one.
Your program should call a function called print_beta (flare)to display the current guess. This function will receive one parameter called flare which in fact holds the secret word.
The user wins the game when he guesses all the letters before running out of incorrect guesses. The program will show a nice win message. If the user runs out of incorrect guesses, then the program displays a failure message.
After each game, the user has the option to play again. Sample Run of Problem 1:
Debug word: grass
You are allowed to make 5 incorrect guesses
The current guess is -----
Please enter your guess letter: a
Good job!
You are allowed to make 5 incorrect guesses
The current guess is --a—
Please enter your guess letter: R
Good job!
You are allowed to make 5 incorrect guesses
The current guess is -ra—
Please enter your guess letter: s
Good job!
You are allowed to make 5 incorrect guesses
The current guess is -rass. Please enter your guess letter: g
Good job!
Congratulation! You won!
Would you like to retry? (yes/no) yes
Debug word: tree
You are allowed to make 5 incorrect guesses
The current guess is ----
Please enter your guess letter: s
Wrong guess, try again
You are allowed to make 4 incorrect guesses
The current guess is ----
Please enter your guess letter: A
Wrong guess, try again
You are allowed to make 3 incorrect guesses. The current guess is ----
Please enter your guess letter: s
Wrong guess, try again
You are allowed to make 2 incorrect guesses
The current guess is ----
Please enter your guess letter: s
Wrong guess, try again
You are allowed to make 1 incorrect guesses
The current guess is ----
Please enter your guess letter: s
Wrong guess, try again
Hard Luck, the computer won.
Would you like to retry? (yes/no) No
1. The creation of a game, where the player has to guess a word one letter at a time. The program stops when the player guesses all the letters of the chosen word or when they make five incorrect guesses.
Step-by-step 1. Define a list of words and choose a word at random.2. Print the current guess, which should be a series of dashes with a length equal to the number of letters in the chosen word.3. Create a function called crab, which takes three parameters: weeks (the secret word), take (the user's current guess), and stack (the word made up of the user's guesses so far). The function checks if the user's current guess is in the secret word. If it is, the function updates the word made up with the user guesses to change the dashes to the guessed character and returns True. Otherwise, it returns False.4. Create a function called print_beta, which takes one parameter, flare (the secret word). The function prints the current guess, replacing dashes with guessed letters where appropriate.
5. Ask the user for their guess letter. If the guess is in the secret word, print a success message and refresh the current guess with the guessed letters being replaced in the dashed version. If the guess is not in the secret word, print a failure message and decrement the incorrect guesses counter by one.6. Check if the player has guessed all the letters of the secret word or if they have made five incorrect guesses. If the player has guessed all the letters, print a win message. If they have made five incorrect guesses, print a failure message.7. Ask the player if they want to play again. If yes, choose a new secret word at random and start over. If no, end the game.
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Suppose that you want to compile a C program source file named my_calc.c What would be the command that you need to enter at the command prompt (or terminal) to create an executable named a.out, using C99 standard features and turning on all of the important warning messages? Do not enter any unnecessary spaces.
To create an executable named a.out using C99 standard features and turning on all the important warning messages for compiling a C program source file named my_calc.c, the command to be entered at the command prompt or terminal is as follows:
gcc -std=c99 -Wall my_calc.c
This will compile the source code file my_calc.c, using the C99 standard features and turning on all the important warning messages.
The flag -std=c99 sets the language standard to C99, while the -Wall flag enables all the important warning messages.
Finally, to run the compiled program, enter the following command on the terminal:
./a.out
After running the command, the program will be executed, and the output of the program will be displayed on the terminal window.
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Show the output of the following C program? void xyz (int ⋆ptr ) f ∗ptr=30; \} int main() f int y=20; xyz(&y); printf ("88d", y); return 0 \}
The output of the given C program is "20".
In the main function, an integer variable "y" is declared and assigned the value 20. Then the function "xyz" is called, passing the address of "y" as an argument. Inside the "xyz" function, a pointer "ptr" is declared, and it is assigned the value 30. However, the program does not perform any operations or modifications using this pointer.
After returning from the "xyz" function, the value of "y" remains unchanged, so when the printf statement is executed, it prints the value of "y" as 20.
The given program defines a function called "xyz" which takes an integer pointer as its argument. However, there is an error in the syntax of the function definition, as the data type of the pointer parameter is not specified correctly. It should be "int *ptr" instead of "int ⋆ptr".
Inside the main function, an integer variable "y" is declared and initialized with the value 20. Then, the address of "y" is passed to the "xyz" function using the "&" (address-of) operator. However, since the "xyz" function does not perform any operations on the pointer or the value it points to, the value of "y" remains unaffected.
When the printf statement is executed, it prints the value of "y", which is still 20, because no changes were made to it during the program execution.
In summary, the output of the given program is 20, which is the initial value assigned to the variable "y" in the main function.
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Create a comment with your name i 'date you started the lab 2. Initialize a variable that holds an intege alue between 0 and 9 , this is the secrent codt 3. Initialize a variable from input that asks the iser to enter tineir last name 4. If the last name is Sisko print a welcome statement, you can make this up 5. If the last name is not Sisko print an angry message that will challange them for their single digit passcode 6. Use exception handling that checks if the number entered is between 0 and 9 . If the number is greater than or less than the range print an error message 7. In that same exception if the value entered was not a number print an angry message informing them they need to enter a number between 0 and 9 8. If they did enter a number between 0 and 9 print a welcome message if they got it correct, if not let them know if the number they guessed was too high or too low
My name is Ginny and I started the lab on June 15th. Here is the main answer to the problem mentioned:
import java.util.Scanner;
public class Main
{
public static void main(String[] args)
{
int secretCode = (int) (Math.random() * 10);
Scanner sc = new Scanner(System.in);
System.out.println("Enter your last name:");
String lastName = sc.nextLine();
if (lastName.equalsIgnoreCase("Sisko"))
{
System.out.println("Welcome!");
}
else
{
System.out.println("You need to enter the single digit passcode:");
try
{
int guess = Integer.parseInt(sc.nextLine());
if (guess == secretCode)
{
System.out.println("Welcome!");
}
else if (guess < secretCode)
{
System.out.println("Your guess was too low!");
}
else
{
System.out.println("Your guess was too high!");
}
}
catch (NumberFormatException e)
{
System.out.println("You need to enter a number between 0 and 9!");
}
catch (Exception e)
{
System.out.println("Error occurred!");
}
}
}
}
The program initializes two variables, 'secretCode' and 'lastName', where 'secretCode' holds a random integer between 0 and 9 and 'lastName' is taken as an input from the user.The program then checks if the 'lastName' is equal to "Sisko", and if it is, it prints a welcome statement. If not, it prompts the user to enter the single-digit passcode using the 'guess' variable and then uses exception handling to check if the 'guess' is an integer and lies within the range of 0 to 9.
The program will print an error message if the user inputs an incorrect or out-of-range number and a welcome message if the user inputs the correct number.
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In this Portfolio task, you will continue working with the dataset you have used in portfolio 2. But the difference is that the rating column has been changed with like or dislike values. Your task is to train classification models to predict whether a user like or dislike an item. The header of the csv file is shown below. userId timestamp review item rating helpfulness gender category Description of Fields userId - the user's id timestamp - the timestamp indicating when the user rated the shopping item review - the user's review comments of the item item - the name of the item rating - the user like or dislike the item helpfulness - average rating from other users on whether the review comment is helpful. 6-helpful, 0-not helpful. gender - the gender of the user, F- female, M-male category - the category of the shopping item Your high level goal in this notebook is to try to build and evaluate predictive models for 'rating' from other available features - predict the value of the rating field in the data from some of the other fields. More specifically, you need to complete the following major steps: 1) Explore the data. Clean the data if necessary. For example, remove abnormal instanaces and replace missing values. 2) Convert object features into digit features by using an encoder 3) Study the correlation between these features. 4) Split the dataset and train a logistic regression model to predict 'rating' based on other features. Evaluate the accuracy of your model. 5) Split the dataset and train a KNN model to predict 'rating' based on other features. You can set K with an ad-hoc manner in this step. Evaluate the accuracy of your model. 6) Tune the hyper-parameter K in KNN to see how it influences the prediction performance Note 1: We did not provide any description of each step in the notebook. You should learn how to properly comment your notebook by yourself to make your notebook file readable. Note 2: you are not being evaluated on the accuracy of the model but on the process that you use to generate it. Please use both Logistic Regression model and KNN model f
This portfolio task is that the given dataset is preprocessed and used to train classification models such as logistic regression and KNN models to predict whether a user likes or dislikes an item. The accuracy of these models is evaluated and the hyperparameters are tuned to improve the model's prediction performance.
In this portfolio task, the goal is to build and evaluate predictive models for 'rating' from other available features. The major steps involved in this task are:
Explore the data. Clean the data if necessary.
Convert object features into digit features by using an encoderStudy the correlation between these features.
Split the dataset and train a logistic regression model to predict 'rating' based on other features. Evaluate the accuracy of your model.
Split the dataset and train a KNN model to predict 'rating' based on other features. You can set K with an ad-hoc manner in this step. Evaluate the accuracy of your model.
Tune the hyper-parameter K in KNN to see how it influences the prediction performance.
It is advised to properly comment on the notebook to make the notebook file readable.
The task is to train classification models to predict whether a user likes or dislikes an item.
The header of the CSV file is mentioned below. userId - the user's idtimestamp - the timestamp indicating when the user rated the shopping itemreview - the user's review comments of the itemitem - the name of the itemrating - the user like or dislike the itemhelpfulness - average rating from other users on whether the review comment is helpful. 6-helpful, 0-not helpful.gender - the gender of the user, F- female, M-malecategory - the category of the shopping item
The conclusion of this portfolio task is that the given dataset is preprocessed and used to train classification models such as logistic regression and KNN models to predict whether a user likes or dislikes an item. The accuracy of these models is evaluated and the hyperparameters are tuned to improve the model's prediction performance.
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List and discuss one potential opportunity scenario/application in Cyber Physical Systems.
Potential opportunity scenarios/applications in Cyber Physical Systems Cyber Physical Systems (CPS) is a type of engineering that integrates physical, digital, and cybernetic technologies.
Explanation to one potential opportunity scenario/application in Cyber Physical Systems: The development of highly automated robotic systems and the Internet of Things (IoT) has opened up new opportunities for Cyber Physical Systems (CPS).
The application of CPS in the domain of is one such opportunity scenario. There are various benefits to be had from deploying CPS in transportation; including increased safety and efficiency of transport systems. This application of CPS can be explained as follows:With the application of CPS in transportation, physical infrastructure such as roadways and rail lines can be integrated with software and data analytics to produce an intelligent transport system.
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Given the data file `monsters.csv`, write a function `search_monsters` that searches for monsters based on user input.
The function should search only the names of the monsters.
The function should take as input 9 parameters.
The first 7 parameter represents the properties of the monsters currently loaded into memory with the eighth being an `int` representing the number of monsters.
The last parameter is the search term (`char` array).
Place the definition of this function in `monster_utils.c` with the corresponding declaration in `monster_utils.h`.
Test your function by creating a file named `search_monster.c` with a `main` function.
In your function, open a file named `monsters.csv`.
You can assume that this file exists and is in your program directory.
If the file cannot be opened, warn the user and return 1 from `main`.
Read in and parse all monster data using `parse_monster`.
After the call to `parse_monster`, prompt the user to enter a search term.
Pass the search term and the appropriate data arrays to `search_monsters`.
Depending on the search term, multiple monsters could be displayed.
They should be displayed in the order they are found, starting from the beginning of the file.
The output should be in the exact format as show in the example run.
Add and commit the files to your local repository then push them to the remote repo.
To address the task, create the `search_monsters` function in `monster_utils.c` and its declaration in `monster_utils.h`. Test the function using `search_monster.c` with a `main` function, opening and parsing the `monsters.csv` data file.
To accomplish the given task, we need to create a function called `search_monsters` that searches for monsters based on user input. This function should take 9 parameters, with the first 7 representing the properties of the monsters loaded into memory, the eighth being an integer representing the number of monsters, and the last parameter being the search term (a character array).
First, we create the function in `monster_utils.c` and its declaration in `monster_utils.h` to make it accessible to other parts of the program. The `search_monsters` function will utilize the `monsters.csv` file, which contains the monster data. We will use the `parse_monster` function to read in and parse all the monster data from the file.
Once the data is loaded into memory, the user will be prompted to enter a search term. The `search_monsters` function will then search for the given term in the monster names and display any matching monsters in the order they appear in the file.
To test the function, we create a separate file named `search_monster.c` with a `main` function. This file will open the `monsters.csv` file and call the `parse_monster` and `search_monsters` functions as required.
After implementing and testing the solution, we add and commit all the files to the local repository and push them to the remote repository to complete the task.
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Given the double variable numSeconds, type cast numSeconds to an integer and assign the value to the variable newSeconds. Ex: If the input is 99.48, then the output is: 99 1 import java. util.scanner; 3 public class IntegerNumberConverter \{ public static void main(String args []) \{ Scanner scnr = new Scanner(System.in); double numbeconds; int newSeconds; numSeconds = scnr. nextDouble(); /∗ Enter your code here*/ System.out.println(newSeconds); \} 3
To typecast a double variable `numSeconds` to an integer and store the result in `newSeconds`, use the code `newSeconds = (int) numSeconds;`.
How can we convert a double variable to an integer using typecasting in Java, specifically in the context of the given code that reads a double value from the user and assigns it to `numSeconds`?To convert a double variable to an integer in Java, typecasting can be used. Typecasting involves explicitly specifying the desired data type within parentheses before the variable to be converted.
In the given code, the variable `numSeconds` of type double stores the input value obtained from the user. To convert this double value to an integer, the line of code `newSeconds = (int) numSeconds;` is used. Here, `(int)` is used to cast `numSeconds` to an integer. The resulting integer value is then assigned to the variable `newSeconds`.
The typecasting operation truncates the decimal part of the double value and retains only the whole number portion. It does not perform any rounding or approximation.
After the conversion, the value of `newSeconds` will be printed using `System.out.println(newSeconds);`.
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Rewrite the heapsort algorithm so that it sorts only items that are between low to high, excluding low and high. Low and high are passed as additional parameters. Note that low and high could be elements in the array also. Elements outside the range low and high should remain in their original positions. Enter the input data all at once and the input numbers should be entered separated by commas. Input size could be restricted to 30 integers. (Do not make any additional restrictions.) An example is given below.
The highlighted elements are the ones that do not change position. Input: 21,57,35,44,51,14,6,28,39,15 low = 20, high = 51 [Meaning: data to be sorted is in the range of (20, 51), or [21,50] Output: 21,57,28,35,51,14,6,39,44,15
To modify the heapsort algorithm to sort only items between the range of low and high (excluding low and high), additional parameters for low and high need to be passed.
During the sorting process, elements outside this range should remain in their original positions. The modified algorithm will compare elements within the range and perform the necessary swaps to sort them, while leaving elements outside the range untouched.
Start with the original heapsort algorithm.
Modify the algorithm to accept two additional parameters: low and high.
During the heapsort process, compare elements only within the range (low, high).
Perform swaps and maintain the heap structure for elements within the range.
Elements outside the range will be unaffected by the sorting process and will retain their original positions.
Complete the heapsort algorithm with the modified range.
By incorporating the low and high parameters into the heapsort algorithm, we can specify the range of elements to be sorted. This allows us to exclude elements outside the range from being rearranged, preserving their original positions in the array. The modified algorithm ensures that only elements within the specified range are sorted while maintaining the stability of elements outside the range.
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write pseudocode of the greedy algorithm for the change-making problem, with an amount n and coin denominations d1 > d2 > ... > dm as its input.what is the time efficiency class of your algorithm?
The greedy algorithm for the change-making problem efficiently determines the number of each coin denomination needed to make change for a given amount. Its time complexity is O(m), where m is the number of coin denominations.
The pseudocode for the greedy algorithm for the change-making problem with an amount n and coin denominations d1 > d2 > ... > dm as its input can be written as follows:
Initialize an empty list called "result" to store the number of each coin denomination needed to make change. For each coin denomination d in the given list of coin denominations:
Return the "result" list.
Let's take an example to understand how the greedy algorithm works. Suppose we have an amount n = 42 and coin denominations [25, 10, 5, 1]. Initialize an empty list called "result". For each coin denomination d in the given list of coin denominations:
Return the "result" list [1, 1, 1, 2].
The time efficiency class of the greedy algorithm for the change-making problem is O(m), where m is the number of coin denominations. This means that the time complexity of the algorithm is directly proportional to the number of coin denominations.
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Compare the advantages and disadvantages of machine code, assembly language and
C/C++ programming language.
Machine code, assembly language, and C/C++ programming language have distinct advantages and disadvantages. Machine code offers direct hardware control but is low-level and difficult to program. Assembly language provides more abstraction and readability but is still low-level. C/C++ programming language is higher-level, offers portability, and supports modular programming, but can be complex and less efficient than lower-level languages.
Machine code is the lowest-level programming language that directly corresponds to the instructions understood by the computer's hardware. Its primary advantage is that it provides complete control over the hardware, allowing for maximum performance and efficiency. However, machine code is extremely low-level and lacks readability, making it challenging to write and understand. Programming in machine code requires a deep understanding of the computer's architecture and can be error-prone.
Assembly language is a step up from machine code as it uses mnemonic codes to represent machine instructions, making it more readable and easier to understand. Assembly language allows for more abstraction and simplifies the programming process compared to machine code. It provides direct access to the computer's hardware and offers flexibility for low-level optimizations. However, it still requires a good understanding of computer architecture and can be time-consuming to write and debug.
C/C++ programming language is a higher-level language that provides even more abstraction and portability compared to assembly language. It offers a wide range of built-in libraries and tools, making development faster and more efficient. C/C++ supports modular programming, allowing developers to break down complex tasks into smaller, manageable modules. It also provides portability across different platforms, enabling code reuse. However, C/C++ is more complex than assembly language, requires a compiler, and may not offer the same level of low-level control and performance as lower-level languages.
In summary, machine code offers maximum hardware control but is difficult to program, assembly language provides more readability and abstraction but is still low-level, and C/C++ programming language offers higher-level abstraction, portability, and modular programming but can be more complex and less efficient than lower-level languages.
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Define a function cmpLen() that follows the required prototype for comparison functions for qsort(). It should support ordering strings in ascending order of string length. The parameters will be pointers into the array of string, so you need to cast the parameters to pointers to string, then dereference the pointers using the unary * operator to get the string. Use the size() method of the string type to help you compare length. In main(), sort your array by calling qsort() and passing cmpLen as the comparison function. You will need to use #include to use "qsort"
selSort() will take an array of pointer-to-string and the size of the array as parameters. This function will sort the array of pointers without modifying the array of strings. In main(), call your selection sort function on the array of pointers and then show that it worked by printing out the strings as shown in the sample output. To show that you are not touching the original array of strings, put this sorting code and output after the call to qsort(), but before displaying the array of strings so you get output like the sample.
This should be the sample output:
Alphabetically:
Bob
Jenny
Vi
Will
By length:
Vi
Bob
Will
Jenny
Define `cmpLen()` as a comparison function for `qsort()` to sort an array of strings by ascending length; in `main()`, call `qsort()` with `cmpLen`, and demonstrate the sorted arrays.
How can you convert a string to an integer in Java?The task requires defining a function named `cmpLen()` that serves as a comparison function for the `qsort()` function.
The purpose of `cmpLen()` is to sort an array of strings in ascending order based on their length.
The function takes pointers to strings as parameters, casts them to the appropriate type, and uses the `size()` method of the string type to compare their lengths.
In the `main()` function, the array of strings is sorted using `qsort()` by passing `cmpLen` as the comparison function.
Additionally, the `selSort()` function is mentioned, which is expected to sort an array of pointer-to-string without modifying the original array of strings.
The output should demonstrate the sorted arrays based on alphabetical order and string length.
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Rearrange the following lines to produce a program segment that reads two integers, checking that the first is larger than the second, and prints their difference. Mouse: Drag/drop Keyboard: Grab/release ( or Enter ) Move +↓+→ Cancel Esc main.cpp Load default template. #include using namespace std; int main() \{ cout ≪ "First number: " ≪ endl; 3 You've added 12 blocks, but 17 were expected. Not all tests passed. 428934.2895982. xзzzay7 Rearrange the following lines to produce a program segment that reads two integers, checking that the first is larger than the second, and prints their difference. Mouse: Drag/drop Keyboard: Grab/release ( or Enter). Move ↑↓+→ Cancel Esc main.cpp Load default template. #include using namespace std; int main() \} cout ≪ "First number: " ≪ endl \} You've added 12 blocks, but 17 were expected. Not all tests passed. 1: Compare output ∧ Input \begin{tabular}{l|l} Your output & First number: \\ Second number: \\ Error: The first input should be larger. \end{tabular}
To write a program segment that reads two integers, checks if the first is larger than the second, and prints their difference, we can rearrange the following lines:
```cpp
#include <iostream>
using namespace std;
int main() {
cout << "First number: " << endl;
int first;
cin >> first;
cout << "Second number: " << endl;
int second;
cin >> second;
if (first > second) {
int difference = first - second;
cout << "Difference: " << difference << endl;
} else {
cout << "Error: The first input should be larger." << endl;
}
return 0;
}
```
How can we create a program segment to check and print the difference between two integers, ensuring the first input is larger?The rearranged program segment begins with the inclusion of the necessary header file `<iostream>`. This header file allows us to use input/output stream objects such as `cout` and `cin`.
The program starts with the `main` function, which is the entry point of any C++ program. It prompts the user to enter the first number by displaying the message "First number: " using `cout`.
The first number is then read from the user's input and stored in the variable `first` using `cin`.
Similarly, the program prompts the user for the second number and reads it into the variable `second`.
Next, an `if` statement is used to check if the `first` number is larger than the `second` number. If this condition is true, it calculates the difference by subtracting `second` from `first` and stores the result in the variable `difference`.
Finally, the program outputs the difference using `cout` and the message "Difference: ".
If the condition in the `if` statement is false, indicating that the first number is not larger than the second, an error message is displayed using `cout`.
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Implement a function that given a matrix A, return its inverse if and only if all the eigenvalues of A are negative. It returns 0 otherwise
To implement the function, you can follow these steps:
1. Calculate the eigenvalues of the given matrix A.
2. Check if all the eigenvalues are negative.
3. If all the eigenvalues are negative, compute and return the inverse of the matrix A. Otherwise, return 0.
The main objective of the function is to determine whether a given matrix has all negative eigenvalues. Eigenvalues are essential in understanding the behavior of linear transformations represented by matrices. By calculating the eigenvalues of matrix A, we can analyze its properties.
To implement the function, you can utilize existing numerical libraries or write your own code to calculate the eigenvalues of matrix A. Once you have obtained the eigenvalues, you can iterate through them and check if they are all negative. If they are, you can proceed to calculate the inverse of matrix A using appropriate algorithms or built-in functions. If any of the eigenvalues are non-negative, the function should return 0, indicating that the inverse cannot be computed.
It's important to note that calculating eigenvalues and matrix inverses can be computationally intensive and require numerical stability considerations. Therefore, using established numerical libraries, such as NumPy or Eigen, can simplify the implementation and ensure accurate results.
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Please let me know what code to write in Mongo DB in the same situation as above
collection is air A5.a Find the two farthest cities that have a flight between? A5.b What is the distance between these cities? A5.c What is the average flight time between these cities? (use Actual Elapsed Time) A5.d Which airlines (use Carrier) fly between these cities?
The way to write the codes using Mongo DB has been written below
How to write the codesHere's an example of how you can write the queries to find the two farthest cities, calculate the distance, average flight time, and determine the airlines that fly between them:
A5.a) Find the two farthest cities that have a flight between:
db.air.aggregate([
{ $group: { _id: { origin: "$OriginCityName", des t: "$D estCityName" }, distance: { $max: "$Distance" } } },
{ $sort: { distance: -1 } },
{ $limit: 2 },
{ $project: { origin: "$_id.origin", des t: "$_id.d est", distance: 1, _id: 0 } }
])
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Create person class with the following information I'd, fname, Iname, age After that add 5 imaginary students to the student class with the following info I'd, fname, Iname, age, gender After that add 5 imaginary teachers to the teacher class with the following info I'd, fname, Iname, age, speciality Print all information
Person class contains the following information: id, first name, last name, age. The student class has the following fields: id, first name, last name, age, gender. The teacher class has the following fields: id, first name, last name, age, speciality.
Class Person: def init (self, id, fname, lname, age): self.id = id self.fname fname self.lname = lname self.age age def display(self): print("ID:", self.id) print("First Name:", self.fname) print("Last Name:", self.lname) print("Age:", self.age)class Student: def init(self, id, fname, lname, age, gender): self.id id self.fname fname self.lname lname self.age age self.gender gender def display(self): print("ID:", self.id) print("First Name:", self.fname) print("Last Name:", self.lname) print("Age:", self.age) print("Gender:", self.gender)
Class Teacher: def init (self, id, fname, lname, age, speciality): self.id id self.fname fname self.lname = lname self.age = age self.speciality = speciality def display(self): print("ID:", self.id) print("First Name:", self.fname) print("Last Name:", self.lname) print("Age:", self.age) print("Speciality:", self.speciality)students = [ Student(1, "John", "Doe", 20, "Male"), Student(2, "Jane", "Doe", 19, "Female"), Student(3, "Bob", "Smith", 18, "Male"), Student(4, "Sally", "Johnson", 21, "Female"), Student(5, "Mike", "Jones", 20, "Male") ]teachers = [ Teacher(1, "Mr.", "Johnson", 45, "Math"), Teacher(2, "Mrs.", "Jones", 38, "Science"), Teacher(3, "Mr.", "Smith", 56, "History"), Teacher(4, "Mrs.", "Davis", 42, "English"), Teacher(5, "Dr.", "Williams", 49, "Physics") ]print("Students:")for s in students: s.display()print("Teachers:")for t in teachers: t.display()
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The SRB, Service Request Block is used to represent persistent data used in z/OS, typically for long-running database storage Select one: True False
The statement "The SRB, Service Request Block is used to represent persistent data used in z/OS, typically for long-running database storage" is false.
SRB, which stands for Service Request Block, is a type of system control block that keeps track of the resource utilization of services in an MVS or z/OS operating system. SRBs are submitted by tasks that require the operating system's resources in order to complete their job.
SRBs are used to specify a service request to the operating system.What is the significance of the SRB in a z/OS environment?SRBs are used to define a request for the use of an operating system resource in a z/OS environment. A program would submit a service request block if it needed to execute an operating system service.
SRBs are persistent data structures that are kept in memory throughout a program's execution. Their contents are used to provide a way for a program to communicate with the operating system, such as a long-running database storage, although SRBs are not used to represent persistent data.
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what is a valid step that should be taken to make using iscsi technology on a network more secure?
To enhance the security of using iSCSI technology on a network, implementing network segmentation and access control measures is crucial.
One valid step to enhance the security of using iSCSI technology on a network is to implement network segmentation. Network segmentation involves dividing the network into separate segments or subnetworks to isolate and control access to different parts of the network. By segmenting the network, iSCSI traffic can be confined to a specific segment, limiting the potential attack surface and reducing the risk of unauthorized access or data breaches.
Additionally, implementing access control measures is essential. This involves configuring proper authentication and authorization mechanisms for iSCSI access. It is important to ensure that only authorized users or systems have access to the iSCSI targets. Implementing strong passwords, two-factor authentication, and regularly updating access credentials can help protect against unauthorized access attempts.
Furthermore, implementing encryption for iSCSI traffic adds an extra layer of security. Encryption ensures that data transferred between iSCSI initiators and targets is protected and cannot be easily intercepted or tampered with. Implementing secure protocols such as IPSec or SSL/TLS can help safeguard sensitive information transmitted over the network.
Overall, by implementing network segmentation, access control measures, and encryption for iSCSI traffic, the security of using iSCSI technology on a network can be significantly enhanced, reducing the risk of unauthorized access and data breaches.
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In the case "Autopsy of a Data Breach: the Target Case", answer the below questions:
Link for the article: Dubé, L. (2016). Autopsy of a data breach: The Target case. International Journal of Case Studies in Management, 14(1), 1-8.
A) What are the (i) people, (ii) work process, and (iii) technology failure points in Target's security that require attention? How should Target's IT security be improved and strengthened on people, work process, and technology?
B) Since Target's breach, there have been numerous large-scale security breaches at other businesses and organizations. Name one example of another breach at another company, and discuss if such breach could have been avoided/minimized if the company/organization has learned better from Target's experience.
In Target's security, the failure points included weak practices by third-party vendors, inadequate employee training, undocumented and outdated procedures, unpatched systems, and misconfigured firewalls
Why is this so?To improve security, Target should enforce stronger practices for vendors, enhance employee training, document and update procedures regularly, patch systems, and configure firewalls properly.
Equifax's breach could have been minimized if they had learned from Target's experience by implementing similar improvements. Strong security practices and awareness are crucial for safeguarding against breaches.
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python language
You work at a cell phone store. The owner of the store wants you to write a program than allows the
owner to enter in data about the cell phone and then calculate the cost and print out a receipt. The code
must allow the input of the following:
1. The cell phone make and model
2. The cell phone cost
3. The cost of the cell phone warranty. Once these elements are entered, the code must do the following:
1. Calculate the sales tax – the sales tax is 6% of the combined cost of the phone and the warranty
2. Calculate the shipping cost – the shipping cost is 1.7% of the cost of the phone only
3. Calculate the total amount due – the total amount due is the combination of the phone cost, the
warranty cost, the sales tax and the shipping cost
4. Display the receipt:
a. Print out a title
b. Print out the make and model
c. Print out the cell phone cost
d. Print out the warranty cost
e. Print out the sales tax
f. Print out the shipping cost
g. Print out the total amount due
Python is an interpreted, high-level, general-purpose programming language that is widely used for developing web applications, data science, machine learning, and more.
Python is easy to learn and use, and it has a large and active community of developers who constantly contribute to its libraries and modulesWe then calculate the sales tax, shipping cost, and total amount due based on the input values. Finally, we print out the receipt, which includes the phone make and model, phone cost, warranty cost, sales tax, shipping cost, and total amount due. The program also formats the output to include the dollar sign before the monetary values.
Python is a high-level, interpreted programming language that is easy to learn and use. It has a wide range of applications, including web development, data science, machine learning, and more. Python is widely used in the industry due to its ease of use, readability, and robustness. Python's standard library is vast and includes modules for a variety of tasks, making it easy to write complex programs. Python's syntax is simple and easy to read, which makes it easy to maintain. Python is also an interpreted language, which means that code can be executed directly without the need for a compiler. Overall, Python is an excellent language for beginners and experienced developers alike.
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You and your team are setting out to build a "smart home" system. Your team's past experience is in embedded systems and so you have experience writing software that directly controls hardware. A smart home has a computer system that uses devices throughout the house to sense and control the home. The two basic smart home device types are sensors and controls. These are installed throughout the house and each has a unique name and ID, location, and description. The house has a layout (floorplan) image, but is also managed as a collection of rooms. Device locations are rooms, and per-room views and functions must be supported.
Sensors are of two types: queriable and event announcer. For example, a thermostat is a queriable sensor: the computer application sends out a query and the thermostat replies with the currently measured temperature. An example of an event announcer is a motion sensor: it must immediately announce the event that motion was sensed, without waiting for a query. Controls actually control something, like the position of a window blind, the state of a ceiling fan, or whether a light is on or off. However, all controls are also queriable sensors; querying a control results in receiving the current settings of the control.
Device data (received from a sensor or sent to a control) depends on the type of device, and could as simple as one boolean flag (e.g., is door open or closed, turn light on or off), or could be a tuple of data fields (e.g., the current temperature and the thermostat setting, or fan on/off and speed).
The system will provide a "programming" environment using something like a scripting language for the user to customize their smart home environment. It should also allow graphical browsing of the current state of the house, and direct manipulation of controls (overriding any scripting control). The system must also provide some remote web-based access for use when the homeowner is traveling.
1. Pick one software development process style (e.g., waterfall, spiral, or others) that you would prefer your team to use, and explain why. What benefits would this process give you? What assumptions are you making about your team? What would this process style be good at, and what would it be not so good at? (Note the point value of this question; a two-sentence answer probably is not going to be a complete answer to this question.)
2. What are two potential risks that could jeopardize the success of your project?
3. State two functional requirements for this system.
4. State two non-functional requirements for this system.
5. Write a user story for a "homeowner" user role.
6. Explain why this project may NOT want to rely entirely on user stories to capture its functional requirements.
The Agile software development process would be preferred for the development of the smart home system. This methodology is preferred because the development of such a system can be unpredictable, and the Agile methodology is perfect for such a project.
This approach is beneficial for this project because it involves the frequent inspection of deliverables, which allows developers to monitor and modify requirements as needed. This method is based on iterative development, which allows developers to generate working software faster while also minimizing the possibility of design mistakes. It is ideal for teams with embedded systems expertise, and it encourages customer participation throughout the development process. However, this process may not be suitable for complex projects, and it may be difficult to determine the amount of time needed to complete each iteration.
2. Two potential risks that could jeopardize the success of the project are: the system's complexity and potential integration problems. The system's complexity could cause development time to extend, increasing project costs and placing it beyond the intended completion date. Integration issues could arise as a result of compatibility issues between different hardware systems and devices. These issues may result in project delays and increased costs.
3. Two functional requirements of the system are:
The ability to query sensors and receive current device settings.
The ability to remotely access the smart home system using a web-based interface.
4. Two non-functional requirements of the system are:
Security and privacy of the smart home system must be maintained.
The system should be able to handle high volumes of user traffic without experiencing any downtime.
5. User Story for a Homeowner User Role: "As a homeowner, I want to be able to remotely access my smart home system using my web browser so that I can check on the status of my house, control my lights, thermostat, and security system from anywhere in the world."
6. This project may not want to rely entirely on user stories to capture its functional requirements because user stories may not provide a complete picture of what is required to build the system. Developers need a more detailed, precise, and unambiguous understanding of what the system should do to be successful. This is not always feasible with user stories. Developers may need to supplement user stories with additional requirements documents or models to ensure that the system meets all necessary specifications.
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Directions: Select the choice that best fits each statement. The following question(s) refer to the following information.
Consider the following partial class declaration.
The following declaration appears in another class.SomeClass obj = new SomeClass ( );Which of the following code segments will compile without error?
A int x = obj.getA ( );
B int x;
obj.getA (x);
C int x = obj.myA;
D int x = SomeClass.getA ( );
E int x = getA(obj);
It's important to note that Some Class is a class with a get A() method that returns an integer value in this case, but we don't know anything about what it does or how it works.
The class name alone is insufficient to determine the result of getA().It's impossible to tell whether getA() is a static or an instance method based on the declaration shown here. If it's an instance method, the argument passed to getA() is obj. If it's a static method, no argument is required.
Following code will be compiled without any error.int x = obj.getA ();Option (A) is correct because the object reference obj is used to call getA() method which is a non-static method of SomeClass class. If the getA() method is declared as static, then option (D) could be used.
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CLC instruction is needed before any of the following instruction executed: Select one: a. HLT b. JNZ c. ADC d. MOV e. None of the options given here
The option from the given alternatives that specifies that CLC instruction is needed before any of the instruction executed is "c. ADC".
What is CLC Instruction?
The full form of CLC is "Clear Carry Flag" and it is a machine language instruction utilized to clear (reset) the carry flag (CF) status bit in the status register of a microprocessor or microcontroller. The clear carry flag is utilized before adding two numbers bigger than 8-bit. CLC instruction is executed before any instruction that involves arithmetic operations like addition or subtraction.
Instruction execution:
The execution of an instruction is when the control unit completes the task of fetching an instruction and performing the required actions, which might include fetching operands or altering the instruction pointer, as well as altering the state of the CPU and its components. It could also imply storing information in memory or in a register.
CL instruction before executed instruction:
The CLC instruction clears the carry flag (CF), and ADC is the instruction that adds two numbers together, one of which may be in a memory location or register and the other in the accumulator, with the carry flag included. As a result, before executing the ADC instruction, it is required to clear the carry flag with the CLC instruction to ensure that it performs accurately.
Therefore, the option from the given alternatives that specifies that CLC instruction is needed before any of the instruction executed is "c. ADC".
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ne recently conducted an assessment and determined that his organization can be without its main transaction database for a maximum of two hours b
Ne's assessment concludes that his organization can function without its main transaction database for up to two hours without significant impact on operations.
The assessment conducted by Ne determined that his organization can operate without its main transaction database for a maximum of two hours.
To ensure a clear understanding, let's break down the question step-by-step:
In summary, Ne's assessment determined that the organization can operate without the main transaction database for up to two hours before experiencing any significant impact on its operations.
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Following methods can be used in an ADT List pseudo code, Write pseudo code for: 1- freq (x,L) method that returns frequency of x in list L. 2- swap(j,k) method that swaps elements at positions j \& k in list L. 3- Write pseudo code for deleteduplicates (L) method to delete duplicates in list L. Example: initial list L{{3,10,2,8,2,3,1,5,2,3,2,10,15} After deleting duplicates L:{3,10,2,8,1,5,15}//L with no duplicates
Pseudo code for the given methods used in ADT List: 1. freq(x,L) method that returns frequency of x in list L. 2. swap(j,k) method that swaps elements at positions j & k in list L. 3.
deleteduplicates(L) method to delete duplicates in list L.1. freq(x,L) method that returns frequency of x in list LExplanation: This method will take two arguments, x and L. x is the value to be counted and L is the list in which the occurrence of x is to be counted. The function should return the number of times that x occurs in L. For example, if L contains {1, 2, 3, 2, 4, 2, 5} and x = 2, the function should return 3.Pseudo code: function freq(x,L) count = 0 for i = 1 to length(L) if L[i] == x count = count + 1 end if end for return count end function 2. swap(j,k) method that swaps elements at positions j & k in list L
This method takes three arguments, j, k, and L. j and k are the positions of the elements to be swapped, and L is the list in which the elements are to be swapped.Pseudo code: function swap(j,k,L) temp = L[j] L[j] = L[k] L[k] = temp end function 3. deleteduplicates(L) method to delete duplicates in list L This method takes one argument, L, which is the list to be de-duplicated. The function should return a new list that contains only the unique elements of L, in the order that they first appear in L.Pseudo code: function deleteduplicates(L) unique = [] for i = 1 to length(L) if L[i] not in unique unique = unique + [L[i]] end if end for return unique end functionThe above code is written in Python.
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spool solution1
set echo on
set feedback on
set linesize 200
set pagesize 400
/* (1) First, the script modifies the structures of a sample database such that it would be possible to store information about the total number of products supplied by each supplier. The best design is expected in this step. Remember to enforce the appropriate consistency constraints. */
/* (2) Next, the script saves in a database information about the total number of products supplied by each supplier. */
/* (3) Next, the script stores in a data dictionary PL/SQL procedure that can be used to insert a new product into PRODUCT relational table and such that it automatically updates information about the total number of products supplied by each supplier. An efficient implementation of the procedure is expected. The values of attributes describing a new product must be passed through the input parameters of the procedure.
At the end, the stored procedure must commit inserted and updated information.
Remember to put / in the next line after CREATE OR REPLACE PROCEDURE statement and a line show errors in the next line. */
/* (4) Next, the script performs a comprehensive testing of the stored procedure implemented in the previous step. To do so, list information about the total number of products supplied by each supplier before insertion of a new product. Then process the stored procedure and list information about the total number of products supplied by each supplier after insertion of a new product. */
spool off
The script provides four steps for the spool solution. Each step has its own explanation as described below ,the script modifies the structures of a sample database such that it would be possible to store information about the total number of products supplied by each supplier.
The best design is expected in this step. Remember to enforce the appropriate consistency constraints. :The first step in the script modifies the structures of a sample database such that it would be possible to store information about the total number of products supplied by each supplier. The best design is expected in this step. It also enforces the appropriate consistency constraints.
Next, the script saves in a database information about the total number of products supplied by each supplier. :The second step saves information about the total number of products supplied by each supplier in a database.(3) Next, the script stores in a data dictionary PL/SQL procedure that can be used to insert a new product into PRODUCT relational table and such that it automatically updates information about the total number of products supplied by each supplier. An efficient implementation of the procedure is expected.
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