Contents [0/14] |
Starter code [1/14] |
Does this work? [2/14] |
Does this work? [3/14] |
Does this work? [4/14] |
Does this work? [5/14] |
Does this work? [6/14] |
Does this work? [7/14] |
Does this work? [8/14] |
Does this work? [9/14] |
Does this work? [10/14] |
Does this work? [11/14] |
Does this work? [12/14] |
Does this work? [13/14] |
Python performance [14/14] |
(Click here for one slide per page)
Starter code [1/14] |
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package algs11; import java.util.Arrays; import stdlib.*; public class Playground { /* Return number of times 5.0 occurs in the list */ public static int numFives (double[] list) { return StdRandom.uniform (100); //TODO: fix this } /* This is a test function */ public static void testNumFives (int expected, double[] list) { int actual = numFives (list); if (expected != actual) { StdOut.format ("Failed: Expecting [%d] Actual [%d] with argument %s\n", expected, actual, Arrays.toString (list)); } } /* A main function for testing */ public static void main (String[] args) { testNumFives (0, new double[] { }); testNumFives (1, new double[] { 5 }); testNumFives (0, new double[] { 11 }); testNumFives (3, new double[] { 5, 5, 5 }); testNumFives (0, new double[] { 11, 21, 31, 41 }); testNumFives (1, new double[] { 5, 11, 21, 31, 41 }); testNumFives (1, new double[] { 11, 21, 31, 41, 5 }); testNumFives (1, new double[] { 11, 21, 5, 31, 41 }); testNumFives (3, new double[] { 11, 21, 5, 31, 5, 41, 5}); StdOut.println ("Finished tests"); } /* A main function for debugging -- change the name to "main" to run it */ public static void main2 (String[] args) { //Trace.drawSteps (); Trace.drawStepsOfMethod ("numFives"); Trace.drawStepsOfMethod ("numFivesHelper"); Trace.run (); double[] list = new double[] { 5, 11, 5, 5 }; double result = numFives (list); StdOut.println ("result: " + result); } } |
Does this work? [2/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (i>=a.length) return result; if (a[i] == 5.0) return numFives (a, i+1, result+1); else return numFives (a, i+1, result); } |
Does this work? [3/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (i>=a.length) return result; if (a[i] == 5.0) numFives (a, i+1, result+1); else numFives (a, i+1, result); } |
Does this work? [4/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (i>=a.length) return 0; if (a[i] == 5.0) return numFives (a, i+1, result+1); else return numFives (a, i+1, result); } |
Does this work? [5/14] |
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public static int numFives (double[] a) { return numFives (a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (i>=a.length) return result; if (a[i] == 5.0) return numFives (a, i++, result+1); else return numFives (a, i++, result); } |
Does this work? [6/14] |
01 |
public static int numFives (double[] a) { return numFives (0, 0); } private static int numFives (int i, int result) { if (i>=a.length) return result; if (a[i] == 5.0) return numFives (i+1, result+1); else return numFives (i+1, result); } |
Does this work? [7/14] |
01 |
private static double[] b; public static int numFives (double[] a) { b=a; return numFives (0, 0); } private static int numFives (int i, int result) { if (i>=b.length) return result; if (b[i] == 5.0) return numFives (i+1, result+1); else return numFives (i+1, result); } |
Does this work? [8/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (i>=a.length) return result; if (a[i] == 5.0) return 1 + numFives (a, i+1, result); else return numFives (a, i+1, result); } |
Does this work? [9/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0); } private static int numFives (double[] a, int i) { if (i>=a.length) return 0; if (a[i] == 5.0) return 1 + numFives (a, i+1); else return numFives (a, i+1); } |
Does this work? [10/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (i>=a.length) return result; if (a[i] == 5.0) result = result+1; result = numFives (a, i+1, result); return result; } |
Does this work? [11/14] |
01 |
public static int numFives (double[] a) { return numFives (a, 0); } private static int numFives (double[] a, int i) { if (i>=a.length) return 0; int result = numFives (a, i+1); if (a[i] == 5.0) result = result+1; return result; } |
Does this work? [12/14] |
01 |
public static int numFives (double[] a) { return numFives(a, 0, 0); } private static int numFives (double[] a, int i, int result) { if (a.length == 0) { return 0; } if (a.length < 2) { if (a[0] == 5) result++; return result; } if (i < a.length) { if (a[0] == 5) result++; return numFives(a, i+1, result); } else { return result; } } |
Does this work? [13/14] |
01 |
public static int numFives (double[] a) { if (a.length == 0) return 0; int result = numFives (Arrays.copyOfRange (a, 1, a.length)); if (a[0] == 5.0) result += 1; return result; } |
This corresponds to the following code in python:
01 |
def numFives (a): if len(a) == 0: return 0 result = numFives (a[1:]) if (a[0] == 5.0): result += 1 return result |
Python performance [14/14] |
file:XnumFivesRecursive.py [source]
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def numFives1 (a, i=0): if len(a) == i: return 0 result = numFives1 (a, i+1) if (a[i] == 5.0): result += 1 return result def numFives2 (a): if len(a) == 0: return 0 result = numFives2 (a[1:]) if (a[0] == 5.0): result += 1 return result import time import sys sys.setrecursionlimit(10**6) for f in [numFives1, numFives2]: print ("testing " + f.__name__) assert 0 == (f ([ ])) assert 1 == (f ([ 5 ])) assert 0 == (f ([ 11 ])) assert 3 == (f ([ 5, 5, 5 ])) assert 0 == (f ([ 11, 21, 31, 41 ])) assert 1 == (f ([ 5, 11, 21, 31, 41 ])) assert 1 == (f ([ 11, 21, 31, 41, 5 ])) assert 1 == (f ([ 11, 21, 5, 31, 41 ])) assert 3 == (f ([ 11, 21, 5, 31, 5, 41, 5])) base = 2000 for multiplier in [1, 2, 4, 8]: length = base * multiplier lst = [i for i in range(length)] start = time.time() result = f (lst) end = time.time() print ("Duration of " + f.__name__ + "(" + str(len(lst)) + "): " + str(end - start)) print ("Finished tests")