Saturday, May 18, 2024

Android Transformation Matrix

Transformation Matrix

Based on the Affine transformation examples shown in https://en.wikipedia.org/wiki/Affine_transformation , a 2D transformation matrix for scale, skew and translation in x and y axes can be shown as follows:

scaleX      skewX        tranxX

skewY      scaleY        transY

0               0                1

For example,

In order to scale a canvas by 2x in x and y axes, the transform that needs to be applied (multiplied with the transform matrix of the canvas) is:

2                   0                   0

0                   2                   0

0                   0                   1

So a canvas that is scaled using the above transformation matrix would look like:

           Original                                                     Transformed

 
 


Sunday, April 21, 2024

City Planning using k-means clustering algorithm

Problem

Given a city with coordinates of n houses, find the most optimal location for k hospitals so that the mean distance required to be traveled by the residents of the city is minimum.

Input

n (0 < n <= 100)
(x, y) coordinates of n houses
k (0 < n <= 5)

Output

k coordinates representing the locations of the hospitals.

Solution

This problem can be solved by using the k-means clustering algorithm which involves finding clusters in a scatter plot based on the condition that the mean distance of the points in a cluster from the cluster centroid is minimum
 

Python Code

import math
import random
import matplotlib.pyplot as plt
import matplotlib.collections as mcoll
import time

def generate_random_points(n):
    points = []
    for _ in range(n):
        x = random.uniform(0, 100)
        y = random.uniform(0, 100)
        points.append((x, y))
    return points

def calculate_mean_distance(points, centroids):
    total_distance = 0
    for x, y in points:
        min_distance = float('inf')
        for cx, cy in centroids:
            distance = math.sqrt((x - cx) ** 2 + (y - cy) ** 2)
            min_distance = min(min_distance, distance)
        total_distance += min_distance
    return total_distance / len(points)

'''
This method starts with k centroids randomly chosen from the given coordinates.
It then 
'''
def k_means(points, k):
    centroids = random.sample(points, k)
    iterations = 0
    while True:
        iterations += 1
        clusters = [[] for _ in range(k)]
        for x, y in points:
            min_distance = float('inf')
            closest_centroid = None
            for i, (cx, cy) in enumerate(centroids):
                distance = math.sqrt((x - cx) ** 2 + (y - cy) ** 2)
                if distance < min_distance:
                    min_distance = distance
                    closest_centroid = i
            clusters[closest_centroid].append((x, y))
        new_centroids = []
        for cluster in clusters:
            x_sum = sum(x for x, y in cluster)
            y_sum = sum(y for x, y in cluster)
            new_centroids.append((x_sum / len(cluster), y_sum / len(cluster)))
        if new_centroids == centroids:
            break
        centroids = new_centroids
        plot_iteration(points, centroids, clusters, iterations)
        time.sleep(1)  # Pause for 1 second
    return centroids, clusters

def plot_iteration(points, centroids, clusters, iteration):
    plt.clf()  # Clear the previous plot
    colors = ['b', 'g', 'r', 'c', 'm']  # Colors for clusters

    # Plot the random points
    x_coords, y_coords = zip(*points)
    plt.scatter(x_coords, y_coords, c='k', marker='o', s=10, alpha=0.5, label='Random Points')

    # Plot the centroids
    centroid_x, centroid_y = zip(*centroids)
    plt.scatter(centroid_x, centroid_y, c='r', marker='*', s=100, label='Centroids')

    # Plot the line segments and clusters
    for i, cluster in enumerate(clusters):
        x_coords, y_coords = zip(*cluster)
        plt.scatter(x_coords, y_coords, c=colors[i], marker='o', label=f'Cluster {i+1}', alpha=0.5)
        line_segments = []
        for x, y in cluster:
            line_segments.append([(x, y), (centroids[i][0], centroids[i][1])])
        line_collection = mcoll.LineCollection(line_segments, colors=colors[i], linewidths=0.5, alpha=0.5)
        plt.gca().add_collection(line_collection)

    plt.xlim(0, 100)
    plt.ylim(0, 100)
    plt.title(f'Iteration {iteration}')
    plt.xlabel('X')
    plt.ylabel('Y')
    plt.grid(True)
    plt.legend()
    plt.pause(0.01)  # Pause for a brief moment to update the plot

# Example usage
n = 100  # Number of random points
k = 5    # Number of centroids to find
points = generate_random_points(n)
centroids, clusters = k_means(points, k)
mean_distance = calculate_mean_distance(points, centroids)
print(f"Mean distance of {k} centroids from {n} points: {mean_distance:.2f}")

# Plot the final points, centroids, and line segments
plt.figure(figsize=(8, 6))
colors = ['b', 'g', 'r', 'c', 'm']  # Colors for clusters

for i, cluster in enumerate(clusters):
    x_coords, y_coords = zip(*cluster)
    plt.scatter(x_coords, y_coords, c=colors[i], marker='o', label=f'Cluster {i+1}', alpha=0.5)
    centroid_x, centroid_y = centroids[i]
    plt.scatter(centroid_x, centroid_y, c='k', marker='*', s=100)
    line_segments = []
    for x, y in cluster:
        line_segments.append([(x, y), (centroid_x, centroid_y)])
    line_collection = mcoll.LineCollection(line_segments, colors=colors[i], linewidths=0.5, alpha=0.5)
    plt.gca().add_collection(line_collection)

plt.xlim(0, 100)
plt.ylim(0, 100)
plt.title('Random Points, Centroids, and Line Segments')
plt.xlabel('X')
plt.ylabel('Y')
plt.grid(True)
plt.legend()
plt.show()
  
 
The above code requires matplotlib library to be installed. 

Scatter Plot

The circles represent the coordinates of the houses, stars represent the cluster centroids (or hospitals) and the line segments represent the nearest centroid.

Saturday, April 13, 2024

Sliding Window Mean and Standard Deviation Calculation and Visualization


1. Create a folder named sliding-window.

2. Create a file named script.js inside the folder and paste the following content:

function id(id) { 
    return document.getElementById(id); 
} 
var count = 0; 
var pattern, text, Psize, Tsize; 
var idcountrater = 0; 
var conti = 0; 
const slidingWindowTech = async (pattern, Psize, sum, k) => { 
    console.log("hola") 
    var max_sum = 0; 
    let maxi = document.createElement('div'); 
    maxi.id = "message"; 
    maxi.classList.add("message"); 
    maxi.innerText = `Fluidity incident count is ${max_sum}` 
    console.log(maxi) 
    id("pattern_text").appendChild(maxi); 
    console.log(`Setting incidenetActive to false`);
    let incidentActive = false;
    let current_sum = 0; 
    let windowMean = 0;
    let windowSD = 0;
    let current = document.createElement('div'); 
    current.id = "message"; 
    current.classList.add("message"); 
    current.innerText = `CurrentSum is ${current_sum}` 
    id("pattern_text").appendChild(current);

    let mean = document.createElement('div');
    mean.id = "message";
    mean.classList.add("message");
    mean.innerText = `Mean is ${current_sum}`
    id("pattern_text").appendChild(mean);

    let sd = document.createElement('div');
    sd.id = "message";
    sd.classList.add("message");
    sd.innerText = `SD is ${current_sum}`
    id("pattern_text").appendChild(sd);

    let upfd = document.createElement('div');
    upfd.id = "message";
    upfd.classList.add("message");
    upfd.innerText = `UPFD (Mean + 2SD) is ${current_sum}`
    id("pattern_text").appendChild(upfd);

    for (let i = 0; i < Psize - k + 1; i++) { 
        await new Promise((resolve) => 
            setTimeout(() => { 
                resolve(); 
            }, 1000) 
        ) 
        console.log(i + " " + (i + k - 1)); 
        id(i).style.borderLeft = "2px solid white"
        id(i).style.borderTop = "2px solid white"
        id(i).style.borderBottom = "2px solid white"
        id(i + 1).style.borderBottom = "2px solid white"
        id(i + 1).style.borderTop = "2px solid white"
        id(i + 2).style.borderTop = "2px solid white"
        id(i + 2).style.borderBottom = "2px solid white"
        id((i + k - 1)).style.borderRight = "2px solid white"; 
        id(i + k - 1).style.borderTop = "2px solid white"
        id(i + k - 1).style.borderBottom = "2px solid white"
        if (i != 0) { 
            // current_sum=current_sum-pattern[i-1] 
            id(i - 1).style.color = "Red"
            await new Promise((resolve) => 
                setTimeout(() => { 
                    resolve(); 
                }, 1000) 
            ) 
            current_sum = current_sum - pattern[i - 1] 
            current.innerText = 
                `CurrentSum after subtracting ${i - 1}th ` + 
                `element from ${i} window is ${current_sum}` 
            id(i - 1).style.color = "white"
            await new Promise((resolve) => 
                setTimeout(() => { 
                    resolve(); 
                }, 1000) 
            ) 
            id(i + k - 1).style.color = "green"
            await new Promise((resolve) => 
                setTimeout(() => { 
                    resolve(); 
                }, 1000) 
            ) 
            current_sum = current_sum + pattern[i + k - 1] 
            current.innerText = 
`CurrentSum after adding ${i + k - 1}th in ${i} window is ${current_sum}` 
            windowMean = current_sum / k;
            mean.innerText = `Current mean is ${windowMean}`

            // Compute window standard deviation
            squared_sum = 0;
            for (let j = i; j < i + k; j++) {
                squared_sum += (pattern[j] - windowMean)*(pattern[j] - windowMean);
            }
            windowSD = Math.sqrt(squared_sum / k);
            sd.innerText = `Current SD is ${windowSD}`
            upfd.innerText = `Current UPFD is ${windowMean + 2 * windowSD}`
            id(i + k - 1).style.color = "white"
            await new Promise((resolve) => 
                setTimeout(() => { 
                    resolve(); 
                }, 1000) 
            ) 
        } 
        else { 
            for (let j = 0; j < k; j++) { 
                console.log("hola 1 " + current_sum) 
                id((i + j)).style.color = "Red"
                await new Promise((resolve) => 
                    setTimeout(() => { 
                        resolve(); 
                    }, 1000) 
                ) 
                current_sum = current_sum + pattern[i + j]; 
                current.innerText = 
                    `CurrentSum is for ${i}th window ${current_sum}` 
                await new Promise((resolve) => 
                    setTimeout(() => { 
                        resolve(); 
                    }, 1000) 
                ) 
                id((i + j)).style.color = "white"
            } 
            windowMean = current_sum / k;
            mean.innerText = `Current mean is ${windowMean}`

            // Compute window standard deviation
            squared_sum = 0;
            for (let j = i; j < i + k; j++) {
                squared_sum += (pattern[j] - windowMean)*(pattern[j] - windowMean);
            }
            windowSD = Math.sqrt(squared_sum / k);
            console.log(`Current Mean here is ${windowMean}`) 
            sd.innerText = `Current SD is ${windowSD}`
            upfd.innerText = `Current UPFD is ${windowMean + 2 * windowSD}`
        } 
        id(i).style.borderLeft = "none"
        id(i).style.borderTop = "none"
        id(i).style.borderBottom = "none"
        id(i + 1).style.borderBottom = "none"
        id(i + 1).style.borderTop = "none"
        id(i + 2).style.borderTop = "none"
        id(i + 2).style.borderBottom = "none"
        id((i + k - 1)).style.borderRight = "none"; 
        id(i + k - 1).style.borderTop = "none"
        id(i + k - 1).style.borderBottom = "none"
        //console.log(current_sum) 
        // Update result if required. 
        // max_sum = max(current_sum, max_sum); 
        //if (current_sum > max_sum) max_sum = current_sum; 

        // Report one incident when and until UPFD is above threshold.
        console.log(`incidentActive is ${incidentActive}`)
        if (windowMean + 2 * windowSD > 16 && !incidentActive) {
            max_sum += 1;
            incidentActive = true;
            console.log(`Setting incidentActive to true`)
        }
        // Reset once UPFD is back to normal
        if (incidentActive && windowMean + 2 * windowSD <= 16) {
            incidentActive = false;
        }
        maxi.innerText = `Fluidity incident count is ${max_sum}` 
    } 
    current.style.display = "none"
} 
let idcount = 0; 
window.onload = async () => { 
    id("displayer").style.display = "none"; 
    id("start").addEventListener('click', () => { 
        id("start").style.display = "none"
        id("displayer").style.display = "flex"; 
        //pattern = [16, 16, 16, 32, 16, 16, 16, 16, 16, 32, 16, 16, 16] 
        pattern = [32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32] 
        Psize = 13
        sum = 24 
        let idcount1 = 0; 
        for (let i = 0; i < Psize; i++) { 
            let tile = document.createElement('span'); 
            tile.id = idcount; 
            tile.classList.add("tile"); 
            tile.innerText = pattern[i]; 
            id("pattern").appendChild(tile); 
            idcount++; 
        } 
        slidingWindowTech(pattern, Psize, sum, 4) 
    }) 
}

3. Create a file named style.css and paste the following content:

* { 
    color: white; 
    font-family: "Open sans", sans-serif; 
} 
  
html { 
    background-color: black; 
} 
  
body { 
    display: flex; 
    flex-direction: column; 
    align-items: center; 
    height: 100vmin; 
} 
  
h1 span { 
    font-size: 6vmin; 
    font-weight: normal; 
    text-shadow: 0 0 20px cyan, 
        0 0 40px cyan, 
        0 0 80px cyan; 
} 
  
#container { 
    display: flex; 
    flex-direction: column; 
    align-items: center; 
    justify-content: center; 
    height: 80%; 
    width: 80%; 
} 
  
#displayer { 
    display: flex; 
    flex-direction: column; 
    align-items: center; 
    width: 100%; 
    height: 90%; 
} 
  
#pattern, 
#message { 
    width: 100%; 
    height: 7vmin; 
    margin: 3vmin; 
    font-size: 5vmin; 
    display: flex; 
    align-items: center; 
    justify-content: center; 
} 
  
#message { 
    color: cyan; 
    font-size: 2vmin; 
} 
  
#pattern_text { 
    width: 100%; 
    height: 5vmin; 
    margin: 3vmin; 
    font-size: 5vmin; 
    display: flex; 
    align-items: center; 
    justify-content: center; 
    color: g; 
} 
  
#pattern_text { 
    width: 100%; 
    height: 5vmin; 
    margin: 3vmin; 
    font-size: 5vmin; 
    display: flex; 
    align-items: center; 
    justify-content: center; 
    color: g; 
} 
  
.tile { 
    width: 6vmin; 
    height: 6vmin; 
    margin: 10px; 
    text-align: center; 
    height: fit-content; 
    border: 2px pink; 
} 
  
#start { 
    align-self: center; 
    background-color: black; 
    font-size: 3vmin; 
    box-sizing: border-box; 
    padding: 1vmin; 
    color: white; 
    cursor: pointer; 
    border: none; 
    margin-top: 2vmin; 
    transition: 0.5s ease-in-out; 
    font-weight: bold; 
    letter-spacing: 4px; 
} 
  
#start:hover { 
    transform: scale(1.5); 
    text-shadow: 0 0 10px cyan, 
        0 0 20px cyan, 
        0 0 40px cyan; 
} 
  
h1 { 
    margin-top: 0; 
    text-align: center; 
    padding: 1vmin; 
    margin-bottom: 1vmin; 
    width: 100%; 
    font-size: 5vmin; 
    font-weight: normal; 
    letter-spacing: 2px; 
    border-bottom: 1px solid white; 
}

4. Create a file named index.html and paste the following content:


<!DOCTYPE html>
<html lang="en">
 
<head>
    <meta name="viewport" content=
        "width=device-width, initial-scale=1.0">
    <link href=
"https://fonts.googleapis.com/css2?family=Open+Sans:wght@300&display=swap"
          rel="stylesheet" />
    <link rel="stylesheet" href="style.css">
    <script src="script.js"></script>
    <title>Document</title>
</head>
 
<body>
    <h1>
        <span class="1">S</span>liding  
        <span class="2">W</span>indow  
        <span class="3">T</span>echnique
        <span>Visualizer</span>
    </h1>
    <div id="message">
        We will find the mean and UPFD using  
        sliding window technique in certain sized  
        window when window size is 4
    </div>
    <div id="threshold">
        <table>
            <tr>
                <td>Metric</td>
                <td>Expected Value</td>
            </tr>
            <tr>
                <td>Rolling FPS</td>
                <td>60</td>
            </tr>
            <tr>
                <td>Rolling UPFD</td>
                <td>16</td>
            </tr>
        </table>
    </div>
    <div id="container">
        <div id="displayer">
            <div id="pattern"></div>
            <div id="pattern_text"></div>
        </div>
          
        <div id="start">Begin</div>
    </div>
</body>
 
</html>

5. Open index.html in a Browser and click Begin button.


 

Sunday, June 11, 2023

Very nice iOS Development Resources

Creating a graph with Quartz 2D: http://www.sitepoint.com/creating-a-graph-with-quartz-2d/

 

Monday, October 10, 2022

Shell Script to detect events in ADB Logcat in a loop

The following shell script performs an action (tap) on the screen, then checks that a particular event does not happen on the device. It then performs another action (press back button) and then checks the target event happens only once. Then it closes a process and iterates through the same steps in a loop 50 times.

#!/bin/sh

# Clean up any reminiscent from previous run of the script
rm -rf script_logs
mkdir script_logs
for i in {1..50}
do
	echo $i
	echo "Clearing device logs"
	adb logcat -c
	echo "Starting log recording"
	adb logcat >> script_logs/script_logs$i.txt &
	logcat_pid=$!
	echo "Clicking at a point on the screen"
	adb shell input tap 200 300
	echo "Waiting for 4 seconds for event to happen and logs generated"
	sleep 4
	events=`grep "<log_pattern>" script_logs/script_logs$i.txt | wc -l`
	if [ $events == 0 ]
	then
		echo "No event found"
	else
		echo "$events were found, the test failed"
		kill -9 $logcat_pid
		exit 1
	fi
	adb shell input keyevent KEYCODE_BACK
	echo "Waiting for 4 seconds for another event"
	sleep 4
	echo "Checking how many events were sent"
	events=`grep "<log_pattern>" script_logs/script_logs$i.txt | wc -l`
	if [ $events == 1 ]
	then
		echo "One and only one event was found"
	else
		echo "$events were found, the test failed"
		kill -9 $logcat_pid
		exit 1
	fi
	echo "Killing target process"
	pid=`adb shell pidof <process_name>`
	adb shell kill -9 $pid
	echo "Stopping logcat"
	kill -9 $logcat_pid
	sleep 2
done

Pass by Pointer vs Pass by Reference in C++

Variables can be passed by pointer and by reference. Both produce the same result and have the same effect on the arguments passed in the calling function. The difference is that the pointer stores the address to a variable whereas a reference refers to an existing variable in a different name.

Reference: https://www.tutorialspoint.com/passing-by-pointer-vs-passing-by-reference-in-cplusplus

Pass by Pointer:

Code: 
#include <iostream>

using namespace std;

void swapNum(int* a, int* b) {
    int t = *a;
    *a = *b;
    *b = t;
}

int main()
{
    int i = 1;
    int j = 2;
    cout << "Before swapping " << i << " " << j << endl;
    swapNum(&i, &j);
    cout << "After swapping " << i << " " << j << endl;
    return 0;
}
Output:
Before swapping 1 2
After swapping 2 1

Pass by Reference:

Code: 
#include <iostream>

using namespace std;

void swapNum(int& a, int& b) {
    int t = a;
    a = b;
    b = t;
}

int main()
{
    int i = 1;
    int j = 2;
    cout << "Before swapping " << i << " " << j << endl;
    swapNum(i, j);
    cout << "After swapping " << i << " " << j << endl;
    return 0;
} 
Output:
Before swapping 1 2
After swapping 2 1  

Sunday, September 25, 2022

C++ Program for Tree Iterator

Problem

Given n-ary (n children per node) tree, write a C++ iterator to iterate over all the nodes.

Solution

Iterator Interface

One of the potential interface is as follows:

/**
* If there are more children to be traversed in the current layer
* @param index
* @return True if there are children yet to be traversed, false otherwise
*/
virtual bool hasMoreChildren(int index);

/**
* Move to child at index in a layer
* @param index
*/
virtual void moveToChildAt(int index);

/**
* Print the current node
* @param index
*/
virtual void printNode();

Implementation

For implementing the iterator, we will use a stack to keep track of the node being traversed in the tree.

private:
Node* mCurrentNode = nullptr;
std::stack<Node*> mNodeStack;
};

The mCurrentNode and mNodeStack are used in the implementation as follows:

C++ Code

bool TreeIterator::hasMoreChildren(int index) {
if (mNodeStack.empty()) return false;
mCurrentNode = mNodeStack.top();
// If no children, return false.
if (mCurrentNode->children().empty()) {
mNodeStack.pop();
if (!mNodeStack.empty()) {
mCurrentNode = mNodeStack.top();
}
return false;
}
auto it = mCurrentNode->children().begin();
it += index;
// If all children in this layer are traversed, return false.
if (it == mCurrentNode->children().end()) {
mNodeStack.pop();
if (!mNodeStack.empty()) {
mCurrentNode = mNodeStack.top();
}
return false;
}
// There are more children to be drawn, return true
return true;
}

void TreeIterator::moveToChildAt(int index) {
if (mCurrentNode->children().empty()) {
// No children, nothing to do in current layer
return;
}
auto it = mCurrentNode->children().begin();
it += index;
if (it == mCurrentNode->children().end()) {
// All children visited once, nothing to do in current layer
return;
}
mNodeStack.push(*it);
mCurrentNode = mNodeStack.top();
}

void TreeIterator::printNode() {
cout << mCurrentNode->data() << endl;
}

Using the iterator

/**
* Recursively traverse the tree hierarchy
*/
void traverse() {
int i = 0;
while (hasChildren(i)) {
moveToChildAt(i);
traverse();
i++;
}
}

int main() {
TreeIterator *it;
it->traverse();
}

Explanation

The above code is a recursively traverses the children of each node in the tree. The stack maintains the current node at the top and the index passed from the traverse() method determines how many children of a particular node have been visited.

Alternate Solutions

Alternate solutions may use the following approach.

Visitor Pattern

Yet to write a working code, but this approach would mark a node as visited once it has been traversed to keep track of which child of a particular node should be visited next.

Parent Tracking

This requires modifying the tree node to contain a pointer to the parent node so that the mCurrentNode can be moved to the parent when all the children of a particular node are visited.

Python code to find the time difference between all occurrences of a pair of events in a log file

from datetime import datetime
import re

def parse_file(filename, expression1, expression2):
    lines = tuple(open(filename, 'r'))
    expression1Found = False
    expression2Found = False
    pattern = '(0[1-9]|1[0-2])-(0[1-9]|[1-2][0-9]|3[0-1]) (2[0-3]|[01][0-9]):[0-5][0-9]:[0-5][0-9].[0-9][0-9][0-9]'

    for line in lines:
        if expression1 in line:
            timeString1 = re.search(pattern, line).group()
            expression1Found = True
        if expression2 in line:
            timeString2 = re.search(pattern, line).group()
            expression2Found = True

        if expression1Found and expression2Found:
            timePattern = '%m-%d %H:%M:%S.%f'
            epoch = datetime(1970, 1, 1)
            time1 = (datetime.strptime(timeString1, timePattern) - epoch)
            time2 = (datetime.strptime(timeString2, timePattern) - epoch)
            if int((time2 - time1).total_seconds() * 1000) > 1:
                print(int((time2 - time1).total_seconds() * 1000))

            # Reset and start searching for the next pair of occurrences of expression1 and expression2
            expression1Found = False
            expression2Found = False

if __name__ == "__main__":
    parse_file('filepath', 'even1', 'event2')

Sunday, June 27, 2021

Automatic Train Controller System Code

TrainController class starts two infinite loops in separate threads:
  1. User Override Control Loop
  2. Automatic Control Loop

In this post, the Train class contains a few characteristics such as distance travelled from Origin and its speed, which can be abstracted into a separate class and can be handled in a more centralized manner inside TrainController class.

Also a few more features such as directionality of train movement and maximum distance from origin will be introduced.

Code
package com.example.lib;

import java.util.ArrayList;
import java.util.List;
import java.util.Scanner;

public class TrainController {
    private final List mTrains = new ArrayList<>();
    private final List mManuallyStoppedTrains = new ArrayList<>();
    private final InstructionParser mInstructionParser = new InstructionParser();
    public static void main(String[] args) {
        final TrainController trainController = new TrainController();
        trainController.createAndStartTrains(5);
         // This is the main controller loop.
         // 1. It monitors the distance between the pairs of trains and sends stop and start signals appropriately.
         // 2. This is run in a separate thread so that the user input can be captured in the main thread.
        Runnable controllerRunnable = new Runnable() {
            @Override
            public void run() {
                while (true) {
                    trainController.checkAndControlTrains();
                }
            }
        };
        Thread controllerThread = new Thread(controllerRunnable);
        controllerThread.start();
        trainController.printAllCommands();
        // Accept user input in a loop.
        while (true) {
            Scanner scanner = new Scanner(System.in);
            int option = scanner.nextInt();
            trainController.executeOption(option);
            System.out.println("Waiting for the next input");
        }
    }

    public void printAllCommands() {
        System.out.println("Choose from the below options");
        System.out.println("1. Start 5 trains");
        System.out.println("2. Get status of all trains");
        System.out.println("3. Stop all trains");
        System.out.println("4. Start all trains");
        System.out.println("5. Exit");
        System.out.println("6. Control individual train");
        System.out.println("7. Print all commands");
    }

    public void executeOption(final int option) {
        switch (option) {
            case 1:
                createAndStartTrains(5);
                break;
            case 2:
                printCurrentStateOfAllTrains();
                break;
            case 3:
                stopAllTrains();
                break;
            case 4:
                startAllTrains();
                break;
            case 5:
                stopAllTrains();
                System.exit(0);
            case 6:
                String instruction = System.console().readLine();
                System.out.println("Instruction received: " + instruction);
                if (instruction.toLowerCase().split(" ").length == 2) {
                    try {
                        int index = mInstructionParser.getIndex(instruction);
                        switch (instruction.toLowerCase().split(" ")[0]) {
                            case "start":
                                startTrain(index);
                                break;
                            case "stop":
                                stopTrain(index);
                                break;
                        }
                    } catch (IllegalArgumentException e) {
                        // Do nothing.
                    }
                }
                break;
            case 7:
                printAllCommands();
                break;
        }
    }

    /**
     * Initialize trains with different speeds and start them on different threads.
     * @param count of trains to start
     */
    public void createAndStartTrains(final int count) {
        final String trainName = "Train ";
        for (int i = 0; i < count; i++) {
            Train train = new Train(trainName + i, i * 1000);
            mTrains.add(train);
            train.startTrain();
        }
    }

    /**
     * Checks that the distance between successive trains is more than 1000 units.
     * Whenever the distance between successive trains is less than 1000 units, it calls {@link Train#stopTrain()} on the rear train.
     * Whenever the distance between successive trains is more than 1000 units, it calls {@link Train#startTrain()} on the rear train.
     */
    private void checkAndControlTrains() {
        // Loop to stop a train if it is within 1000 units of the train ahead of it.
        for (int i = 0; i < mTrains.size() - 1; i++) {
            if (mTrains.get(i + 1).getDistance() - mTrains.get(i).getDistance() - 3 * mTrains.get(i).getSpeed() <= 1000) {
                mTrains.get(i).stopTrain();
            }
        }
        // Loop to start a train if it is more than 1000 units away from the train ahead of it and it was not stopped manually.
        for (int i = 0; i < mTrains.size() - 1; i++) {
            if (mTrains.get(i + 1).getDistance() - mTrains.get(i).getDistance() - mTrains.get(i).getSpeed() > 1000) {
                Train train = mTrains.get(i);
                if (!mManuallyStoppedTrains.contains(train) && !train.isRunning()) {
                    train.startTrain();
                }
            }
        }
    }

    private void printCurrentStateOfAllTrains() {
        if (mTrains.size() == 0) {
            System.out.println("No train is in running state");
            return;
        }
        System.out.println("Printing status of all trains");
        for (Train train : mTrains) {
            train.printCurrentState();
        }
    }

    private void stopAllTrains() {
        for (Train train : mTrains) {
            train.stopTrain();
        }
    }

    private void startAllTrains() {
        for (Train train : mTrains) {
            train.startTrain();
        }
    }

    /**
     * Stop the train with the provided index.
     * @param trainIndex the index of the train to stop
     */
    private void stopTrain(int trainIndex) {
        // First add the train to the list of manually stopped trains. Otherwise the checkAndControl loop will start the train again.
        mManuallyStoppedTrains.add(mTrains.get(trainIndex));
        mTrains.get(trainIndex).stopTrain();
    }

    /**
     * Start the train with the provided index safely.
     * This checks if the train ahead is more than 1000 units ahead before starting the train.
     * @param trainIndex the index of the train to start
     */
    private void startTrain(int trainIndex) {
        if (trainIndex < mTrains.size() - 1) {
            if (mTrains.get(trainIndex + 1).getDistance() - mTrains.get(trainIndex).getDistance() <= 1000) {
                System.out.println("Cannot start train " + trainIndex + " since the train ahead is within 1000");
                return;
            }
            System.out.println("Starting train " + trainIndex + " since the train ahead is more than 1000");
        }
        // First remove the train from the list of manually stopped trains. Otherwise the checkAndControl loop will not start the train again.
        mManuallyStoppedTrains.remove(mTrains.get(trainIndex));
        mTrains.get(trainIndex).startTrain();
    }

    private static class InstructionParser {
        public int getIndex(final String instruction) {
            String lowerCaseInstruction = instruction.toLowerCase();
            if (!lowerCaseInstruction.startsWith("start") &&
                    !lowerCaseInstruction.startsWith("stop")) {
                System.out.println("Invalid instruction");
                throw new IllegalArgumentException("Invalid instruction provided. Cannot proceed");
            }
            return Integer.parseInt(lowerCaseInstruction.split(" ")[1]);
        }
    }

    private static class Train extends Thread {
        private final int mSpeed;
        private boolean mIsRunning;
        private int mDistance = 0;
        private int dummyLooper = 0;
        private boolean mIsInitialized;

        public Train(String name, int speed) {
            super(name);
            mSpeed = speed;
        }

        @Override
        public void run() {
            while (true) {
                dummyLooper++; // dummyLooper is just to keep this thread from becoming No-op when mIsRunning is false.
                while (mIsRunning) {
                    dummyLooper = 0;
                    try {
                        // The train runs at mSpeed units per second.
                        Thread.sleep(1000);
                    } catch (InterruptedException e) {
                        e.printStackTrace();
                    }
                    mDistance += mSpeed;
                }
                if (dummyLooper > 0) {
                    mIsRunning = false;
                }
            }
        }

        public int getDistance() {
            return mDistance;
        }

        public int getSpeed() {
            return mSpeed;
        }

        public boolean isRunning() {
            return mIsRunning;
        }

        /**
         * Sets the mIsRunning to true starts this thread.
         */
        public void startTrain() {
            mIsRunning = true;
            // Calling start always causes {@link IllegalThreadStateException}. Hence mIsInitialized is used as a check.
            if (!mIsInitialized) {
                mIsInitialized = true;
                start();
            }
        }

        public void stopTrain() {
            mIsRunning = false;
        }

        public void printCurrentState() {
            if (mIsRunning) {
                System.out.println(getName() + " is running and has reached " + mDistance);
            } else {
                System.out.println(getName() + " is stopped and has reached " + mDistance);
            }
        }
    }
}

Saturday, January 25, 2020

Introduction to Template and Function Pointer in C++



#include <iostream>

using namespace std;

template<typename T>
bool ascending(T a, T b) {
    return a > b;
}

template<typename T>
bool descending(T a, T b) {
    return a < b;
}

template<typename T>
void sort(T *p, int size, bool (*f)(T a, T b)) {
    for (int i = 0; i < size; i++) {
        for(int j = i; j < size; j++) {
            if (f(p[i], p[j])) {
                swap(p[i], p[j]);
            }
        }
    }
}

template<typename T>
void swap(T *a, T *b) {
    T temp = *a;
    *a = *b;
    *b = temp;
}

template<typename T>
void print(T* q, int size) {
    for(int i = 0; i < size; i++) {
        cout<<q[i]<<" ";
    }
    cout<<endl;
}

void expSwap(int *a, int *b) {
    int t = *a;
    *a = *b;
    *b = t;
}

int main()
{
    int i = 10, j = 20;
    expSwap(&i, &j);
    cout<<i<<" "<<j<<endl;
    int a = 0, b = 1;
    swap(a, b);
    cout<<a<<" "<<b<<endl;
    double c = 1.05, d = 2.05;
    swap(c, d);
    cout<<c<<" "<<d<<endl;
    int A[] = {5, 1, 2, 3, 4};
    print(A, 5);
    sort(A, 5, ascending);
    print(A, 5);
    sort(A, 5, descending);
    print(A, 5);
    char C[] = {'e', 'a', 'b', 'c', 'd'};
    print(C, 5);
    sort(C, 5, ascending);
    print(C, 5);
    sort(C, 5, descending);
    print(C, 5);
    double D[] = {5.05, 1.01, 2.02, 3.03, 4.04};
    print(D, 5);
    sort(D, 5, ascending);
    print(D, 5);
    sort(D, 5, descending);
    print(D, 5);
    return 0;
}

Saturday, June 2, 2018

Alexa Skill Shopping List- Python

The following Python code asks for user consent to access the Alexa Shopping List.
Once permission is granted in the companion app, the skill can get the items in customer's Shopping List and add items to the Shopping List.
def build_speechlet_response(title, output, reprompt_text, should_end_session):
    return {
        'outputSpeech': {
            'type': 'PlainText',
            'text': output
        },
        'card': {
            'type': 'Simple',
            'title': "SessionSpeechlet - " + title,
            'content': "SessionSpeechlet - " + output
        },
        'reprompt': {
            'outputSpeech': {
                'type': 'PlainText',
                'text': reprompt_text
            }
        },
        'shouldEndSession': should_end_session
    }

def build_permissions_consent_response(title, output, reprompt_text, should_end_session):
    return {
        'outputSpeech': {
            'type': 'PlainText',
            'text': output
        },
        'card': {
            'type': 'AskForPermissionsConsent',
            'permissions': [
           "read::alexa:household:list",
     "write::alexa:household:list"
     ]
        },
        'reprompt': {
            'outputSpeech': {
                'type': 'PlainText',
                'text': reprompt_text
            }
        },
        'shouldEndSession': should_end_session
    }

def build_response(session_attributes, speechlet_response):
    return {
        'version': '1.0',
        'sessionAttributes': session_attributes,
        'response': speechlet_response
    }

def handle_get_shopping_list_intent(intent, session, context):
    session_attributes = {}
    if "attributes" in session and "userInfo" in session["attributes"]:
        session_attributes["userInfo"] = session["attributes"]["userInfo"]
    card_title = "Get Shopping List Intent"
    reprompt_text = "Please ask me product question"
    should_end_session = False
    try:
        url = "https://api.amazonalexa.com:443/v2/householdlists/"
        request = urllib2.Request(url, \
                  headers = {"Authorization": "Bearer " + context["System"]["apiAccessToken"]})
        response = json.loads(urllib2.urlopen(request).read())
        alexaList = response["lists"]
        shoppingList = {}
        for item in response["lists"]:
            print(item)
            if item["name"] == "Alexa shopping list":
                shoppingList = item
        print(shoppingList)
        url = "https://api.amazonalexa.com:443"
        for item in shoppingList["statusMap"]:
            if item["status"] == "active":
                url += item["href"]
        request = urllib2.Request(url, \
                  headers = {"Authorization": "Bearer " + context["System"]["apiAccessToken"]})
        response = json.loads(urllib2.urlopen(request).read())
        print(response)
        if len(response["items"]) == 0:
            speech_output = "Currently there are no items in your Alexa Shopping List"
        else:
            item_set = Set([])
            speech_output = "Currently the following items are in your Alexa Shopping List: "
            for i in range(0, len(response["items"])):
                item_set.add(response["items"][i]["value"])
            for item in item_set:
                speech_output += item + ", "
    except urllib2.HTTPError as err:
        if err.code == 403:
            speech_output = "Please grant shopping list permissions to this skill in your Alexa app."
            return build_response({}, build_permissions_consent_response(
        card_title, speech_output, reprompt_text, should_end_session))
        else:
            speech_output = "Something went wrong while getting your shopping list"
    except:
        speech_output = "Something went wrong while getting your shopping list"
    return build_response({}, build_speechlet_response(
        card_title, speech_output, reprompt_text, should_end_session))

def handle_add_shopping_list_intent(intent, session, context):
    session_attributes = {}
    if "attributes" in session and "userInfo" in session["attributes"]:
        session_attributes["userInfo"] = session["attributes"]["userInfo"]
    card_title = "Add to Shopping List Intent"
    reprompt_text = "Please ask me product question"
    should_end_session = False
    if "value" not in intent["slots"]["product"]:
        return build_response(session_attributes, build_speechlet_response_with_directive_nointent())
    product_name = intent["slots"]["product"]["value"]
    product_name = spell_check(product_name)
    try:
        url = "https://api.amazonalexa.com:443/v2/householdlists/"
        request = urllib2.Request(url, \
                  headers = {"Authorization": "Bearer " + context["System"]["apiAccessToken"]})
        response = json.loads(urllib2.urlopen(request).read())
        alexaList = response["lists"]
        shoppingList = {}
        for item in response["lists"]:
            print(item)
            if item["name"] == "Alexa shopping list":
                shoppingList = item
        print(shoppingList)
        url = "https://api.amazonalexa.com:443"
        for item in shoppingList["statusMap"]:
            if item["status"] == "active":
                href = item["href"].replace("active", "items")
                url += href
        print(url)
        data = {"value": product_name, "status": "active"}
        #data = urllib.urlencode(data)
        request = urllib2.Request(url)
        headers = {"Authorization": "Bearer " + context["System"]["apiAccessToken"], "Content-Type": "application/json"}
        request.add_header("Content-Type", "application/json")
        request.add_header("Authorization", "Bearer " + context["System"]["apiAccessToken"])
        result = urllib2.urlopen(request, json.dumps(data))
        response = json.loads(result.read())
        print(response)
        if result.getcode() >= 200 and result.getcode() < 300:
            speech_output = product_name + " is added to your Alexa Shopping List"
        else:
            speech_output = "Something went wrong while adding " + product_name + " to your Shopping List"
    except urllib2.HTTPError as err:
        if err.code == 403:
            speech_output = "Please grant shopping list permissions to this skill in your Alexa app."
            return build_response({}, build_permissions_consent_response(
        card_title, speech_output, reprompt_text, should_end_session))
        else:
            speech_output = "Something went wrong while adding " + product_name + " to your shopping list"
    except:
        speech_output = "Something went wrong while adding " + product_name + " to your Shopping List"
    return build_response({}, build_speechlet_response(
        card_title, speech_output, reprompt_text, should_end_session))

def on_intent(intent_request, session, context):
    """ Called when the user specifies an intent for this skill """

    print("on_intent requestId=" + intent_request['requestId'] +
          ", sessionId=" + session['sessionId'])

    intent = intent_request['intent']
    intent_name = intent_request['intent']['name']

    # Dispatch to your skill's intent handlers
    if intent_name == "GetShoppingListIntent":
        return handle_get_shopping_list_intent(intent, session, context)
    elif intent_name == "AddToShoppingList":
        return handle_add_shopping_list_intent(intent, session, context)


# --------------- Main handler ------------------

def lambda_handler(event, context):
    """ Route the incoming request based on type (LaunchRequest, IntentRequest,
    etc.) The JSON body of the request is provided in the event parameter.
    """
    print("event.session.application.applicationId=" + 
          event['session']['application']['applicationId'])

    """
    Uncomment this if statement and populate with your skill's application ID to
    prevent someone else from configuring a skill that sends requests to this
    function.
    """
    # if (event['session']['application']['applicationId'] !=
    #         "amzn1.echo-sdk-ams.app.[unique-value-here]"):
    #     raise ValueError("Invalid Application ID")

    

    if event['request']['type'] == "LaunchRequest":
        return on_launch(event['request'], event['session'])
    elif event['request']['type'] == "IntentRequest":
        return on_intent(event['request'], event['session'], event['context'])
    elif event['request']['type'] == "SessionEndedRequest":
        return on_session_ended(event['request'], event['session'])


Alexa Skill Account Linking- Python

For setting up account linking in Alexa Skill, follow the steps here.
Once setup is done, and intent handler needs to be implemented in the Python code: 

# --------------- Helpers that build all of the responses ----------------------

def build_user_authentication_response():
    return {
        "version": "1.0",
        "response": {
            "outputSpeech": {
                "type": "PlainText",
                "text": " Please use the companion app to authenticate on Amazon to start using this skill"
            },
            "card": {
                "type": "LinkAccount"
            },
            "shouldEndSession": false
        },
        "sessionAttributes": {}
    }

# --------------- Method that gets called when there is an intent request ----------------------

def on_intent(intent_request, session, context):
    """ Called when the user specifies an intent for this skill """

    print("on_intent requestId=" + intent_request['requestId'] +
          ", sessionId=" + session['sessionId'])

    intent = intent_request['intent']
    intent_name = intent_request['intent']['name']
    if intent_name == "SayHello":
        return build_user_authentication_response()


# --------------- Main handler ------------------

def lambda_handler(event, context):
    """ Route the incoming request based on type (LaunchRequest, IntentRequest,
    etc.) The JSON body of the request is provided in the event parameter.
    """
    print("event.session.application.applicationId=" + 
          event['session']['application']['applicationId'])

    """
    Uncomment this if statement and populate with your skill's application ID to
    prevent someone else from configuring a skill that sends requests to this
    function.
    """
    # if (event['session']['application']['applicationId'] !=
    #         "amzn1.echo-sdk-ams.app.[unique-value-here]"):
    #     raise ValueError("Invalid Application ID")

    if event['request']['type'] == "LaunchRequest":
        return on_launch(event['request'], event['session'])
    elif event['request']['type'] == "IntentRequest":
        return on_intent(event['request'], event['session'], event['context'])
    elif event['request']['type'] == "SessionEndedRequest":
        return on_session_ended(event['request'], event['session'])

This will open a Login with Amazon screen where customers can sign in using their Amazon Account Credentials. Once logged-in successfully, the account is linked and next time onwards the user token comes as part of the session request.

Sample Request after Account Linking:

{
    "version": "1.0",
    "session": {
        "new": true,
        "sessionId": "session-id",
        "application": {
            "applicationId": "application-id"
        },
        "user": {
            "userId": "user-id",
            "accessToken": "access-token",
            "permissions": {
                "consentToken": "consent-token"
            }
        }
    },
    "context": {
        "AudioPlayer": {
            "playerActivity": "IDLE"
        },
        "Display": {},
        "System": {
            "application": {
                "applicationId": "application-id"
            },
            "user": {
                "userId": "user-id",
                "accessToken": "access-token",
                "permissions": {
                    "consentToken": "consent-token"
                }
            },
            "device": {
                "deviceId": "device-id",
                "supportedInterfaces": {
                    "AudioPlayer": {},
                    "Display": {
                        "templateVersion": "1.0",
                        "markupVersion": "1.0"
                    }
                }
            },
            "apiEndpoint": "https://api.eu.amazonalexa.com",
            "apiAccessToken": "api-access-token"
        }
    },
    "request": {
        "type": "LaunchRequest",
        "requestId": "request-id",
        "timestamp": "2018-06-03T05:22:36Z",
        "locale": "en-US",
        "shouldLinkResultBeReturned": false
    }
}

Saturday, February 3, 2018

Number of ways to have breakfast

Problem:
Find the number of ways you can have breakfast in ‘n’ days, given Bread-butter can be eaten every day, Pizza can be eaten every alternate day and Burger can be eaten every two days. Only one item can be eaten on a given day.

Solution:
Let us call the sequence of breakfast item on the days as timetable. And the condition of whether a particular item can be consumed on a given day as constraint.

Approach 1:
Create the timetable while checking that the constraints are met.

Approach 2:
Generate all possible timetables and eliminate the timetables that do not meet the constraints.

Java Program:


package com.sourabh.practice;

import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;

public class Breakfast {
    public static void main(String[] args) {
        String[] menu = new String[]{"Bread-butter", "Pizza", "Burger"};
        int[] constraint = new int[]{1, 2, 3};
        List<List<String>> timeTableList = new ArrayList<>();
        List<String> timeTable = new ArrayList<>();
        int n = 3;
        Breakfast breakfast = new Breakfast();
        breakfast.countNumberOfWaysEvaluationApproach(menu, constraint, timeTableList, timeTable, n);
        System.out.println(timeTableList.size());
    }
    
    public void countNumberOfWaysEvaluationApproach(String[] menu, int[] constraint, List<List<String>> timeTableList, List<String> timeTable, int n) {
        if(timeTable.size() == n) {
            // For unit-testing purpose
            List<String> output = new ArrayList<>();
            for(String food : timeTable) {
                System.out.print(food + " ");
                output.add(food);
            }
            System.out.println();
            timeTableList.add(output);
        } else {
            List<String> possibilities = new ArrayList<>();
            boolean found = false;
            for(int i=0; i<constraint.length; i++) {
                for(int j=1; j<constraint[i]; j++) {
                    if(timeTable.size() - j >=0 && timeTable.get(timeTable.size() - j).equals(menu[i])) {
                        found = true;
                    }
                }
                if(!found) {
                    possibilities.add(menu[i]);
                } else {
                    found = false;
                }
            }
            for(String possibility : possibilities) {
                timeTable.add(possibility);
                countNumberOfWaysEvaluationApproach(menu, constraint, timeTableList, timeTable, n);
                timeTable.remove(timeTable.size() - 1);
            }
        }
    }
    
    public void countNumberOfWaysExhaustiveApproach(String[] menu, int[] constraint, List<List<String>> timeTableList, List<String> timeTable, int n) {
        generatePermutation(menu, timeTableList, timeTable, n);
        Iterator<List<String>> iterator = timeTableList.iterator();
        while(iterator.hasNext()) {
            List<String> output = iterator.next();
            boolean passed = true;
            for(int i=0; i<menu.length; i++) {
                int occ1 = -1;
                int occ2 = -1;
                for(int j = 0; j < output.size(); j++) {
                    if(output.get(j).equals(menu[i])) {
                        if(occ1 < 0) {
                            occ1 = j;
                        } else {
                            occ2 = occ1;
                            occ1 = j;
                        }
                    }
                    if(occ1 >= 0 && occ2 >= 0 && occ1 > occ2 && occ1 - occ2 < constraint[i]) {
                        passed = false;
                    }
                }
            }
            if(!passed) {
                iterator.remove();
            }
        }
        for(List<String> output : timeTableList) {
            for(String food : output) {
                System.out.print(food + " ");
            }
            System.out.println();
        }
        System.out.println(timeTableList.size());
    }
    
    public void generatePermutation(String[] menu, List<List<String>> timeTableList, List<String> timeTable, int n) {
        if(timeTable.size() == n) {
            // For unit-testing purpose
            List<String> output = new ArrayList<>();
            for(String food : timeTable) {
                output.add(food);
            }
            timeTableList.add(output);
        } else {
            for(int i=0; i<menu.length; i++) {
                timeTable.add(menu[i]);
                generatePermutation(menu, timeTableList, timeTable, n);
                timeTable.remove(timeTable.size() - 1);
            }
        }
    }
} 

Sample Output:


Bread-butter Bread-butter Bread-butter 
Bread-butter Bread-butter Pizza 
Bread-butter Bread-butter Burger 
Bread-butter Pizza Bread-butter 
Bread-butter Pizza Burger 
Bread-butter Burger Bread-butter 
Bread-butter Burger Pizza 
Pizza Bread-butter Bread-butter 
Pizza Bread-butter Pizza 
Pizza Bread-butter Burger 
Pizza Burger Bread-butter 
Pizza Burger Pizza 
Burger Bread-butter Bread-butter 
Burger Bread-butter Pizza 
Burger Pizza Bread-butter 
15

Unit Tests:

package com.sourabh.practice;

import static org.junit.Assert.*;

import java.util.ArrayList;
import java.util.List;

import org.junit.Assert;
import org.junit.Test;

public class BreakfastTests {
    Breakfast breakfast = new Breakfast();
    @Test
    public void testCountNumberOfWaysInTermsOfFrequency() {
        String[] menu = new String[]{"Bread-butter", "Pizza", "Burger"};
        int[] constraint = new int[]{1, 2, 3};
        List<List<String>> timeTableList = new ArrayList<>();
        List<String> timeTable = new ArrayList<>();
        int n = 3;
        Breakfast breakfast = new Breakfast();
        breakfast.countNumberOfWaysEvaluationApproach(menu, constraint, timeTableList, timeTable, n);
        boolean passed = true;
        for(List<String> output : timeTableList) {
            for(int i=0; i<menu.length; i++) {
                int occ1 = -1;
                int occ2 = -1;
                for(int j = 0; j < output.size(); j++) {
                    if(output.get(j).equals(menu[i])) {
                        if(occ1 < 0) {
                            occ1 = j;
                        } else {
                            occ2 = occ1;
                            occ1 = j;
                        }
                    }
                    if(occ1 >= 0 && occ2 >= 0 && occ1 > occ2 && occ1 - occ2 < constraint[i]) {
                        passed = false;
                    }
                }
            }
        }
        Assert.assertTrue(passed);
    }
    
    @Test
    public void testCountNumberOfWaysInTermsOfExhaustiveness() {
        String[] menu = new String[]{"Bread-butter", "Pizza", "Burger"};
        int[] constraint = new int[]{1, 2, 3};
        List<List<String>> timeTableList = new ArrayList<>();
        List<String> timeTable = new ArrayList<>();
        int n = 3;
        Breakfast breakfast = new Breakfast();
        breakfast.countNumberOfWaysExhaustiveApproach(menu, constraint, timeTableList, timeTable, n);
        boolean passed = true;
        for(List<String> output : timeTableList) {
            for(int i=0; i<menu.length; i++) {
                int occ1 = -1;
                int occ2 = -1;
                for(int j = 0; j < output.size(); j++) {
                    if(output.get(j).equals(menu[i])) {
                        if(occ1 < 0) {
                            occ1 = j;
                        } else {
                            occ2 = occ1;
                            occ1 = j;
                        }
                    }
                    if(occ1 >= 0 && occ2 >= 0 && occ1 > occ2 && occ1 - occ2 < constraint[i]) {
                        passed = false;
                    }
                }
            }
        }
        Assert.assertTrue(passed);
    }
    
    @Test
    public void testCountNumberOfWaysInTermsOfAccuracy() {
        String[] menu = new String[]{"Bread-butter", "Pizza", "Burger"};
        int[] constraint = new int[]{1, 2, 3};
        List<List<String>> timeTableList = new ArrayList<>();
        List<String> timeTable = new ArrayList<>();
        int n = 3;
        Breakfast breakfast = new Breakfast();
        Long start1 = System.currentTimeMillis();
        breakfast.countNumberOfWaysEvaluationApproach(menu, constraint, timeTableList, timeTable, n);
        Long end1 = System.currentTimeMillis();
        int size1 = timeTableList.size();
        timeTableList = new ArrayList<>();
        timeTable = new ArrayList<>();
        Long start2 = System.currentTimeMillis();
        breakfast.countNumberOfWaysExhaustiveApproach(menu, constraint, timeTableList, timeTable, n);
        Long end2 = System.currentTimeMillis();
        int size2 = timeTableList.size();
        Assert.assertEquals(size1, size2);
        System.out.println(end1 - start1);
        System.out.println(end2 - start2);;
    }
}

Tuesday, June 27, 2017

Find the common vacant meeting slot

Problem:
Given the meeting slots of several persons, find the common vacant slot in which all the persons can meet.

Input and Output format:
The first line of input contains a single integer n denoting the number of persons. Next n lines of input contain the start and end time of meetings of each person in HH:MM format separated by a space character.

The first line of output should contain the number of distinct vacant slots followed by those many lines containing the start and end time of each vacant slot in HH:MM format separated by a space character.

Sample Input:
4
08:30 09:00
08:45 09:30
09:00 09:30
10:00 11:00

Sample Output:
3
00:00 08:30
09:30 10:00
11:00 23:59

Java Program:
 
package com.sourabh.first;

import java.util.ArrayList;
import java.util.List;
import java.util.Scanner;

public class CommonMeeting {
    public static void main(String[] args) {
        int A[] = new int[86401];
        Scanner scanner = new Scanner(System.in);
        int persons = Integer.parseInt(scanner.nextLine());
        List<Integer> meetingStartHour = new ArrayList<>();
        List<Integer> meetingStartMinute = new ArrayList<>();
        List<Integer> meetingStartSecond = new ArrayList<>();
        List<Integer> meetingEndHour = new ArrayList<>();
        List<Integer> meetingEndMinute = new ArrayList<>();
        List<Integer> meetingEndSecond = new ArrayList<>();
        
        List<Integer> vacantStartHour = new ArrayList<>();
        List<Integer> vacantStartMinute = new ArrayList<>();
        List<Integer> vacantStartSecond = new ArrayList<>();
        List<Integer> vacantEndHour = new ArrayList<>();
        List<Integer> vacantEndMinute = new ArrayList<>();
        List<Integer> vacantEndSecond = new ArrayList<>();
        
        for(int i=0;i<persons;i++)
        {
            String meeting = scanner.nextLine();
            //System.out.println(meeting);
            String[] parts = meeting.split(" ");
            String[] start = parts[0].split(":");
            String[] end = parts[1].split(":");
            
            meetingStartHour.add(Integer.parseInt(start[0]));
            meetingStartMinute.add(Integer.parseInt(start[1]));
            meetingStartSecond.add(Integer.parseInt(start[2]));
            
            meetingEndHour.add(Integer.parseInt(end[0]));
            meetingEndMinute.add(Integer.parseInt(end[1]));
            meetingEndSecond.add(Integer.parseInt(end[2]));
        }
        
        for(int i=0;i<persons;i++)
        {
            for(int j = 3600 * meetingStartHour.get(i) 
                        + 60 * meetingStartMinute.get(i)
                        + meetingStartSecond.get(i);
                    j <= 3600 * meetingEndHour.get(i) 
                        + 60 * meetingEndMinute.get(i)
                        + meetingEndSecond.get(i);
                    j++) {
                A[j]=1;
            }
        }
        if(A[0] == 0)
        {
            vacantStartHour.add(0);
            vacantStartMinute.add(0);
            vacantStartSecond.add(0);
        }
        for(int i=0;i<86400;i++)
        {
            if(A[i]==1 && A[i+1]==0)
            {
                vacantStartHour.add(i/3600);
                vacantStartMinute.add((i%3600)/60);
                vacantStartSecond.add(i%60);
            }
            else if(A[i]==0 && A[i+1]==1)
            {
                vacantEndHour.add(i/3600);
                vacantEndMinute.add((i%3600)/60);
                vacantEndSecond.add(i%60);
            }
        }
        if(A[86399] == 0)
        {
            vacantEndHour.add(86399/3600);
            vacantEndMinute.add((86399%3600)/60);
            vacantEndSecond.add(59);
        }
        System.out.println(vacantStartHour.size());
        for(int i=0;i<vacantStartHour.size();i++)
        {
            String vacantSlotStart = format(vacantStartHour.get(i)) + ":" +
                                     format(vacantStartMinute.get(i)) + ":" +
                                     format(vacantStartSecond.get(i));
            String vacantSlotEnd = format(vacantEndHour.get(i)) + ":" +
                                   format(vacantEndMinute.get(i)) + ":" +
                                   format(vacantEndSecond.get(i));
            System.out.println(vacantSlotStart + " " + vacantSlotEnd);
        }
    }
    
    private static String format(Integer time) {
        if(time < 10) {
            return "0" + time;
        }
        else {
            return time.toString();
        }
    }
}

Longest subarray containing all values greater than a given value

Problem:
Given the temperature trends over a number of days, find the longest streak of continuous days having temperatures greater than a given temperature k.

Input and Output format:
The first line of input contains two space separated integers n and k. The second line of input contains n space separated integers denoting the temperatures.

The output should contain three integers denoting the length of the longest streak of days having temperatures greater than k, the starting index of the longest streak and the ending index of the longest streak. Index starts from 1.

Sample Input:
5 30
29 31 28 32 33

Sample Output:
2 4 5

Explanation:
The longest streak of days having temperatures greater than 30 are days 4 and 5 with a length of 2.

Saturday, April 22, 2017

Projectile Motion


Find the minimum number of train platforms needed in each direction

Given the arrival time, departure time and direction of trains, find the minimum number of platforms needed in each direction to accommodate all trains such that no train has to wait.
Arrival time Departure time Direction
11:00 11:15 Up
11:05 11:20 Up
11:00 11:10 Down
11:15 11:25 Down

Sample Output:
2 platforms are needed in Up direction.
1 platform is needed in Down direction.

Vertical Order Traversal of Tree


Java Program using HashMap:
public class TreeTraversalPrograms {
    private static Map<Integer, List<TreeNode>> treeNodeVerticalLevelMap = new TreeMap<>();

    public static void main(String[] args) {
        // Tree construction
        TreeNode root = new TreeNode(1);
        root.left = new TreeNode(2);
        root.right = new TreeNode(3);
        root.left.left = new TreeNode(4);
        root.left.right = new TreeNode(5);
        root.right.left = new TreeNode(6);
        root.right.right = new TreeNode(7);
        root.right.left.right = new TreeNode(8);
        root.right.right.right = new TreeNode(9);

        verticalOrderTraversal(root, 0);
        SortedSet<Integer> keys = new TreeSet<Integer>(treeNodeVerticalLevelMap.keySet());
        for (Integer key : keys) {
            List<TreeNode> treeNodesList = treeNodeVerticalLevelMap.get(key);
            for (TreeNode treeNode : treeNodesList) {
                System.out.print(treeNode.data + ",");
            }
            System.out.println();
        }
    }
    public static void verticalOrderTraversal(TreeNode node, int width) {
        if (node == null) {
            return;
        }
        if (treeNodeVerticalLevelMap.containsKey(width)) {
            List<TreeNode> treeNodesList = treeNodeVerticalLevelMap.get(width);
            treeNodesList.add(node);
            treeNodeVerticalLevelMap.put(width, treeNodesList);
        } else {
            List<TreeNode> treeNodesList = new ArrayList<>();
            treeNodesList.add(node);
            treeNodeVerticalLevelMap.put(width, treeNodesList);
        }
        if (node.left != null) {
            verticalOrderTraversal(node.left, width - 1);
        }
        if (node.right != null) {
            verticalOrderTraversal(node.right, width + 1);
        }
    }
}

Sample Output:
4,
2,
1,5,6,
3,8,
7,
9,

Thursday, February 9, 2017

Streak of Consecutive Numbers


Given a streak of numbers, find k length block of consecutive numbers
Given an array of 0s and 1s, find k length streak of consecutive 0s or 1s.