public void create(boolean overwrite) {
if (overwrite) {
TRAINING_USERS_FILENAME = IWeb2Config.getHome() + "/data/ch06/training-users.txt";
TEST_USERS_FILENAME = IWeb2Config.getHome() + "/data/ch06/test-users.txt";
}
create();
}
/** Example for how to configure and generate file with transactions. */
public class UseCaseData {
/*
* Generated transactions will be saved into this file.
*/
public static String TRAINING_USERS_FILENAME =
IWeb2Config.getHome() + "/data/ch06/generated-training-users.txt";
public static String TEST_USERS_FILENAME =
IWeb2Config.getHome() + "/data/ch06/generated-test-users.txt";
DataGenerator dataGenerator = new DataGenerator();
// INSTANCE VARIABLES
int nTrainingUsers;
int nTestUsers;
public UseCaseData(int nTrainingUsers, int nTestUsers) {
this.nTrainingUsers = nTrainingUsers;
this.nTestUsers = nTestUsers;
}
public void create() {
System.out.println("Creating data for the credit worthiness (score) use case:");
System.out.println(" Number of users in the training set: " + nTrainingUsers);
System.out.println(" Number of users in the testing set: " + nTestUsers);
System.out.println("___________________________________________________________");
List<UserType> trainingUserTypes = createUserTypes(nTrainingUsers);
int userIdSequenceStart = 1;
generateUsers(TRAINING_USERS_FILENAME, userIdSequenceStart, trainingUserTypes);
dataGenerator.setNoiseOn(true);
List<UserType> testUserTypes = createUserTypes(nTestUsers);
userIdSequenceStart = 500000;
// generateUsers(TEST_USERS_FILENAME, 2*nTrainingUsers, testUserTypes);
generateUsers(TEST_USERS_FILENAME, userIdSequenceStart, testUserTypes);
System.out.println("Done!");
}
public void create(boolean overwrite) {
if (overwrite) {
TRAINING_USERS_FILENAME = IWeb2Config.getHome() + "/data/ch06/training-users.txt";
TEST_USERS_FILENAME = IWeb2Config.getHome() + "/data/ch06/test-users.txt";
}
create();
}
public static void main(String[] args) {
UseCaseData useCaseData = new UseCaseData(100000, 50000);
// UseCaseData useCaseData = new UseCaseData(10000,5000);
useCaseData.create();
}
public void generateUsers(String filename, int nextUserId, List<UserType> userTypes) {
dataGenerator.setNextUserId(nextUserId);
System.out.println("Generating users...");
List<User> allUsers = dataGenerator.generateUsers(userTypes);
System.out.println("Saving users into '" + filename + "'");
DataUtils.saveUsers(filename, allUsers);
}
public List<UserType> createUserTypes(int nUsers) {
List<UserType> allUserTypes = new ArrayList<UserType>();
// Excellent credit users
// 5% of the total number of users
UserType userType = new ExcellentUserType();
userType.setNUsers((int) (nUsers * 0.05));
allUserTypes.add(userType);
// Very good credit users
// 15% of the total number of users
userType = new VeryGoodUserType();
userType.setNUsers((int) (nUsers * 0.15));
allUserTypes.add(userType);
// Good credit users
// 50% of the total number of users
userType = new GoodUserType();
userType.setNUsers((int) (nUsers * 0.50));
allUserTypes.add(userType);
// Bad credit users
// 25% of the total number of users
userType = new BadUserType();
userType.setNUsers((int) (nUsers * 0.25));
allUserTypes.add(userType);
// Dangerous credit users
// 5% of the total number of users
userType = new DangerousUserType();
userType.setNUsers((int) (nUsers * 0.05));
allUserTypes.add(userType);
return allUserTypes;
}
/** @return the nTrainingUsers */
public int getTrainingUsers() {
return nTrainingUsers;
}
/** @param trainingUsers the nTrainingUsers to set */
public void setTrainingUsers(int n) {
nTrainingUsers = n;
}
/** @return the nTestUsers */
public int getTestUsers() {
return nTestUsers;
}
/** @param testUsers the nTestUsers to set */
public void setTestUsers(int n) {
nTestUsers = n;
}
}