public static async Task AggregateGdpPopAsync(string filename)
{
Task <string> csvdatatask = IOOperations.ReadfileAsync(filename);
Task <string> mapperdatatask = IOOperations.ReadfileAsync(@"../../../../AggregateGDPPopulation/data/countriesmap.txt");
await mapperdatatask;
string mapperdata = mapperdatatask.Result;
// making mapper dictionary
string[] countrymap = mapperdata.Split('\n');
Dictionary <string, string> mapper = new Dictionary <string, string>();
foreach (string str in countrymap)
{
string[] row = str.Split(',');
mapper[row[0]] = row[1];
}
await csvdatatask;
string csvdata = csvdatatask.Result;
// making csv data
string[] data = csvdata.Split('\n');
string[] headers = data[0].Split(',');
int indexcountry = Array.IndexOf(headers, "\"Country Name\"");
int indexgdp = Array.IndexOf(headers, "\"GDP Billions (USD) 2012\"");
int indexpop = Array.IndexOf(headers, "\"Population (Millions) 2012\"");
Dictionary <string, POPGDPObject> finalobjects = new Dictionary <string, POPGDPObject>();
// aggregating data
try
{
for (int i = 1; i < data.Length; i++)
{
string[] datarow = data[i].Replace("\"", "").Split(',');
if (!finalobjects.ContainsKey(mapper[datarow[indexcountry]]))
{
finalobjects[mapper[datarow[indexcountry]]] = new POPGDPObject();
finalobjects[mapper[datarow[indexcountry]]]
.GDP_2012 = float.Parse(datarow[indexgdp]);
finalobjects[mapper[datarow[indexcountry]]]
.POPULATION_2012 = float.Parse(datarow[indexpop]);
}
else
{
finalobjects[mapper[datarow[indexcountry]]]
.GDP_2012 += float.Parse(datarow[indexgdp]);
finalobjects[mapper[datarow[indexcountry]]]
.POPULATION_2012 += float.Parse(datarow[indexpop]);
}
}
}
catch (Exception) { }
// writing to json
await IOOperations.WritefileAsync(@"../../../../AggregateGDPPopulation/data/output.json", finalobjects);
}
public static void AggregateGdpPop(string filename)
{ //reading in csv data and making headers array
string[] csvdata = File.ReadAllLines(filename);
string[] headers = csvdata[0].Split(',');
//storing indices of required fields
int indexcountry = Array.IndexOf(headers, "\"Country Name\"");
int indexgdp = Array.IndexOf(headers, "\"GDP Billions (USD) 2012\"");
int indexpop = Array.IndexOf(headers, "\"Population (Millions) 2012\"");
//reading country continent map text file and making dictionary for the mapping
string[] countrymap = File.ReadAllLines(@"../../../../AggregateGDPPopulation/data/countriesmap.txt");
Dictionary <string, string> mapper = new Dictionary <string, string>();
foreach (string str in countrymap)
{
string[] row = str.Split(',');
mapper[row[0]] = row[1];
}
// declaring finalobjects dictionary to store final object format of output
Dictionary <string, POPGDPObject> finalobjects = new Dictionary <string, POPGDPObject>();
try
{
for (int i = 1; i < csvdata.Length; i++)
{
string[] datarow = csvdata[i].Replace("\"", "").Split(',');
if (!finalobjects.ContainsKey(mapper[datarow[indexcountry]]))
{
finalobjects[mapper[datarow[indexcountry]]] = new POPGDPObject();
finalobjects[mapper[datarow[indexcountry]]]
.GDP_2012 = float.Parse(datarow[indexgdp]);
finalobjects[mapper[datarow[indexcountry]]]
.POPULATION_2012 = float.Parse(datarow[indexpop]);
}
else
{
finalobjects[mapper[datarow[indexcountry]]]
.GDP_2012 += float.Parse(datarow[indexgdp]);
finalobjects[mapper[datarow[indexcountry]]]
.POPULATION_2012 += float.Parse(datarow[indexpop]);
}
}
}
catch (Exception) { }
// converiting and writing to json
var jsonString = JsonConvert.SerializeObject(finalobjects);
File.WriteAllText(@"../../../../AggregateGDPPopulation/data/output.json", jsonString);
}
