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WeatherCSVProblem.java
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package week3;
import edu.duke.DirectoryResource;
import edu.duke.FileResource;
import org.apache.commons.csv.CSVParser;
import org.apache.commons.csv.CSVRecord;
import java.io.File;
/**
* Created by white on 11/18/15.
*/
public class WeatherCSVProblem {
final static String filename = "../../resources/main/nc_weather/2014/weather-2014-01-08.csv";
public static void main(String[] args) {
FileResource fr = new FileResource(filename);
CSVParser parser = fr.getCSVParser();
// test 1
// coldestHourInFile(parser);
// test 2
}
/**
* Returns the CSVRecord with the coldest temperature in the file and
* thus all the information about the coldest temperature
*
* @param parser
*/
public static CSVRecord coldestHourInFile(CSVParser parser) {
CSVRecord resultRecord = null;
for (CSVRecord record : parser) {
if (resultRecord == null) {
resultRecord = record;
} else {
double temperatureF = Double.parseDouble(record.get("TemperatureF"));
double coldestTemp = Double.parseDouble(resultRecord.get("TemperatureF"));
resultRecord = (temperatureF < coldestTemp) ? record : resultRecord;
}
}
return resultRecord;
}
/**
* should return a string that is the name of the file
* from selected files that has the coldest temperature
*/
public static String fileWithColdestTemperature() {
CSVRecord coldestRecord = null;
DirectoryResource dr = new DirectoryResource();
String filename = "";
for (File f : dr.selectedFiles()) {
FileResource fr = new FileResource(f);
CSVRecord record = coldestHourInFile(fr.getCSVParser());
double recordTemp = Double.parseDouble(record.get("TemperatureF"));
if (recordTemp == -9999) {
continue;
}
if (coldestRecord == null) {
coldestRecord = record;
filename = f.getAbsolutePath();
} else {
double coldestTemp = Double.parseDouble(coldestRecord.get("TemperatureF"));
if (recordTemp < coldestTemp) {
coldestRecord = record;
filename = f.getAbsolutePath();
}
}
}
return filename;
}
/**
* This method returns the CSVRecord that has the lowest humidity
*
* @param parser
*/
public static CSVRecord lowestHumidityInFile(CSVParser parser) {
CSVRecord resultRecord = null;
for (CSVRecord record : parser) {
if (record.get("Humidity").equals("N/A")) {
continue;
}
if (resultRecord == null) {
resultRecord = record;
} else {
double temperatureF = Double.parseDouble(record.get("Humidity"));
double coldestTemp = Double.parseDouble(resultRecord.get("Humidity"));
resultRecord = (temperatureF < coldestTemp) ? record : resultRecord;
}
}
return resultRecord;
}
/**
* @param parser
* @return
*/
public static double averageTemperatureInFile(CSVParser parser) {
double averageTemp = 0.0;
double sum = 0;
int counter = 0;
for (CSVRecord record : parser) {
double recordTemp = Double.parseDouble(record.get("TemperatureF"));
if (recordTemp == -9999) {
continue;
} else {
sum += Double.parseDouble(record.get("TemperatureF"));
counter++;
}
}
averageTemp = sum / counter;
return averageTemp;
}
/**
* This method returns a double that represents the average temperature of only
* those temperatures when the humidity was greater than or equal to value
*
* @param parser
* @param level
*/
public static double averageTemperatureWithHighHumidityInFile(CSVParser parser, double level) {
double averageTemp;
double sum = 0;
int counter = 0;
for (CSVRecord record : parser) {
double humidity = Double.parseDouble(record.get("Humidity"));
if (humidity >= level) {
sum += Double.parseDouble(record.get("TemperatureF"));
counter++;
}
}
averageTemp = sum / counter;
return averageTemp;
}
}