Server Side Programming Articles - Page 1324 of 2650

Bokeh is an python data visualization library for web browsers. It czncreate elegant, concise construction of versatile graphics. It is used to quickly and easily make interactive plots, dashboards, and data applications. In this article we will see how we can create various types of basic graphs using Bokeh.Plotting LinesWe can create a line plot by using the x and y coordinates of the points in it as two lists. We directly display the output in the browser by specifying the height and width of the figure. We can also supply additional parameters like width of the line and colour ... Read More

The Sklearn python library does provide sample data sets which can be used tocreate various graph plots. The usefulness of these datasets is in creating sample graphs and charts and predicting the behavior of the graph as the values changes. Also you can work on other parameters like deciding on the colours and axes etc on this sample graphs before using the actual data set.Using make_blobsIn the below example we use the sklearn library along with the matplotlib to create a scatter plot with a specific style. We choose a sample of 200 data points and also select the colour ... Read More

we often deal with nested lists when doing data analysis in python. In this article, we will see how to find out the longest list among the elements in a nested list and then print this along with its length.Using lambda and mapWe declare a nested list and give it as input to the lambda function along with its length. Finally, we apply the max function to get the list with maximum length as well as the length of such list.Example Live Demodef longest(lst):    longestList = max(lst, key = lambda i: len(i))    maxLength = max(map(len, listA))    return longestList, ... Read More

A proxy server sits in between the client and the actual server. It receives the requests from the client, send it to the actual server, and on receiving the response from the actual server it sends the response back to the client. There are many reasons to use the proxy like hiding the server’s IP address, performance improvement or increasing security etc. In this article we will see how we can create a simple proxy server using python.The three modules SimpleWebSocketServer, , SimpleHTTPSServer and urllib can be used to achieve this. Below we see how we create python class using ... Read More

In this problem, we are given two strings str1 and str2. Our task is to create a program to Print all possible ways to convert one string into another string. Problem Description: Here, we need to find all possible ways using which we can convert str1 to str2. While converting, we can perform any of the three operations, Insert RemoveReplaceLet’s take an example to understand the problem,  Input: str1 = “kfeod” str2 = “kfcadq”OutputWay1:Insert q, after d. Replace c by e. Replace o by a.Solution ApproachWe will find the minimum number of edits first and then create a DP matrix. Then check if the character ... Read More

In this problem, we are given two values k1 and k2 (k1 < k2), and the root of the binary search tree. Our task is to create a program to Print BST keys in given Range. Problem Description: We will print all the keys of the tree from n1 to n2 in increasing order.Let’s take an example to understand the problem,  Input: k1 = 4, k2 = 12Output: 6, 7, 9Solution ApproachSimple we can solve the problem using inorder traversal but the space complexity there is 0(n) but the need of the hour is to solve in O(1) complexity. So, for this, we will use a ... Read More

In this problem, we are given a matrix mat of size mXn of integer values. Our task is to create a program to Print cells with same rectangular sums in a matrix.Problem description: We will be finding a cell in the matrix in such a way that the sum of sub-matrices that are starting and ending with the cell is equal to the sum of all the remaining elements. For a cell the sum of matrix (a, b) sub-matrix mat[0][0] to mat[a][b] and mat[a][b] to mat[m][n] is equal to the sum of all remaining elements.Let’s take an example to understand the problem, ... Read More

In this problem, we are given an array arr[] of size n consisting of positive values. Our task is to find maximum in an array without using Relational Operators. Let’s take an example to understand the problem, Input: arr[] = {5, 1, 6, 7 , 8, 2}Output: 8Solution ApproachSince we need to compare values without using logical operators. For this we need to perform repeated subtraction, the number which will last longer will be the larger one.We will decrement all values by one till they become zero. We will start with the first two values of the array and find the greatest ... Read More

In this problem, we are given an array arr[] of size n consisting of positive and negative values and an integer k. Our task is to find the maximum average subarray of k length. Let’s take an example to understand the problem,  Input: arr[] = {4, -1, 5, 6, -2, 4} k = 3Output: 10Explanation: The subarray of size 3 with max sum is -1, 5, 6 = 10Solution ApproachA solution to the problem is done by using an auxiliary array to store cumulative sum till the current index in the array.To find the sum of subarrays, we need to compute the difference between the indices ... Read More

In this problem, we are given two values x and y. Our task is to find maximum among x^(y^2) or y^(x^2) where x and y are given. Let’s take an example to understand the problem,  Input: x = 4, y = 3Output: 3^(4^2)Explanation: x^(y^2) = 4^(3^2) = 4^9 = 262144y^(x^2) = 3^(4^2) = 3^16 = 43046721Solution approachOne approach can be to calculate both values and then print the maximum of both. But this method does not work when the values are large.A simple and easy approach is using natural log (ln) which will be the solution easier.ln(x^(y^2)) = (y^2) * ln(x)ln(y^(x^2)) = (x^2) * ... Read More