public static List <WeatherStation> ProcessWeatherData(ShapefileConverter shapefile)
{
var dataItems = new List <WeatherStation>();
foreach (ShapefileRecord record in shapefile)
{
var item = new WeatherStation();
if (record.Fields != null)
{
// get geo-location from shape file (SHP)
item.Longitude = record.Points[0][0].X;
item.Latitude = record.Points[0][0].Y;
// get data about a location from database file (DBF)
if (record.Fields.ContainsKey("COUNTRY_NA"))
{
item.CountryName = (string)(record.Fields["COUNTRY_NA"]);
}
if (record.Fields.ContainsKey("NAME"))
{
item.StationName = (string)(record.Fields["NAME"]);
}
item.Weather.WeatherCondition = WeatherGenerator.GenerateWeatherCondition(item);
item.Weather.Temperature = WeatherGenerator.GenerateTemperature(item);
// add an item to data collection
dataItems.Add(item);
}
}
return(dataItems);
}
static async Task Main(string[] args)
{
WeatherGenerator weather = new WeatherGenerator();
string weatherNow = await weather.GetWeatherAsync();
Console.WriteLine(weatherNow);
}
public String Get(String id, String name, double lat, double lon, double elev)
{
String msg;
String options = "Shore=G:/Travaux/BioSIM_API/Layers/Shore.ann&Normals=G:/Travaux/BioSIM_API/Weather/Normals/World 1991-2020.NormalsDB.bin.gz&Daily=G:/Travaux/BioSIM_API/Weather/Daily/Canada-USA 2018-2019.DailyDB.bin.gz";
Location loc = new Location(id, name, lat, lon, elev);
if (!m_WG.ContainsKey(options))
{
System.Diagnostics.Debug.WriteLine("Initialize Weather Generator");
m_WG[options] = new WeatherGenerator("WG" + m_WG.Count.ToString());
msg = m_WG[options].Initialize(options);
if (msg != "Success")
{
return(msg);
}
}
WeatherGenerator WG = m_WG[options];
ModelExecution model = new ModelExecution("Model1");
msg = model.Initialize("Model=G:/Travaux/BioSIM_API/Models/DegreeDay (Annual).mdl");
if (msg != "Success")
{
return(msg);
}
string variables = model.GetWeatherVariablesNeeded();
string parameters = model.GetDefaultParameters();
bool compress = true;
string compress_str = compress ? "1" : "0";
//Generate weather for 2018-2019
TeleIO WGout = WG.Generate("Compress=1" + compress_str + "&Variables=" + variables + "&ID=" + id + "&Name=" + name + "&Latitude=" + lat + "&Longitude=" + lon + "&Elevation=" + elev + "&First_year=2018&Last_year=2019&Replications=1");
if (WGout.msg != "Success")
{
return(WGout.msg);
}
TeleIO modelOut = model.Execute("Compress=0", WGout);//I think that Web API automatically compress text
if (modelOut.msg != "Success")
{
return(modelOut.msg);
}
return(System.Text.Encoding.UTF8.GetString(modelOut.data));
}
public async IAsyncEnumerable <QueryResult <WeatherForecast[]?>?> GetWeatherForecastAsync(
DateTime startDate)
{
yield return(new QueryResult <WeatherForecast[]?>()
{
IsLoading = true
});
var ret = await WeatherGenerator.GetWeather(startDate);
yield return(new QueryResult <WeatherForecast[]?>()
{
Data = ret,
IsLoading = false
});
}
public static void GenerateWeatherFromDateTime(this DateTime dateTime, WeatherNotesWindow window, RoutedEventArgs e)
{
DayData day;
WeatherData[] weatherDatas = null;
if (window.CalendarData.ContainsKey(dateTime))
{
day = window.CalendarData[dateTime];
if (!day.WeatherGenerated)
{
weatherDatas = WeatherGenerator.GenerateWeather(dateTime, day.Weather);
day.Weather = weatherDatas[0];
}
}
else
{
weatherDatas = WeatherGenerator.GenerateWeather(dateTime);
day = new DayData(dateTime, window.TbxSelectedDayNotes.Text, weatherDatas[0]);
window.CalendarData.Add(dateTime, day);
}
DateTime prevDate = dateTime.AddDays(-1);
if (!day.WeatherGenerated && window.CalendarData.ContainsKey(prevDate))
{
DayData prevDay = window.CalendarData[prevDate];
if (prevDay.WeatherGenerated)
{
day.Weather.Temperature = (day.Weather.Temperature + prevDay.Weather.Temperature) / 2.0;
day.Weather.Precipitation.SnowAccumulation = day.Weather.Precipitation.SnowAccumulation + prevDay.Weather.Precipitation.SnowAccumulation;
PrecipitationData.MeltSnowOverDay(day.Weather);
}
}
day.WeatherGenerated = true;
window.CalendarData.SetDictionaryWeatherDatas(dateTime, weatherDatas);
//dateTime.SetSelectedDayWeatherNotes(window.CalendarData, window.TbxSelectedDayNotes, window.LblSelectedDayWeather);
e.Handled = true;
}
static void Main(string[] args)
{
string[] arguments = Environment.GetCommandLineArgs();
string exe_path = System.Reflection.Assembly.GetExecutingAssembly().Location;
exe_path = System.IO.Path.GetDirectoryName(exe_path);
Console.WriteLine("Application path: " + exe_path);
//Initialized static data
string globa_data = arguments[1];
string options = arguments[2];
Console.WriteLine("trying options: " + globa_data);
Console.WriteLine("trying options: " + options);
var watch = System.Diagnostics.Stopwatch.StartNew();
string init = new BioSIM_API_GlobalData().InitGlobalData(globa_data);
watch.Stop();
Console.WriteLine("Time to initialize global data: " + watch.ElapsedMilliseconds + " ms");
watch.Restart();
Console.WriteLine("Initialize Weather Generator");
WeatherGenerator WG = new WeatherGenerator("WG1");
string msg = WG.Initialize(options);
Console.WriteLine(msg);
watch.Stop();
Console.WriteLine("Time to initialize Weather Generator: " + watch.ElapsedMilliseconds + " ms");
watch.Restart();
if (msg == "Success")
{
Console.WriteLine("Initialize DegreeDay model");
ModelExecution model = new ModelExecution("Model1");
msg = model.Initialize("Model=DegreeDay (Annual).mdl");
Console.WriteLine(msg);
watch.Stop();
Console.WriteLine("Time to initialize DegreeDay model: " + watch.ElapsedMilliseconds + " ms");
watch.Restart();
if (msg == "Success")
{
string variables = model.GetWeatherVariablesNeeded();
string parameters = model.GetDefaultParameters();
bool compress = false;
string compress_str = compress ? "1" : "0";
//&Elevation=2800
//example of extracting weather from
Console.WriteLine("Generate weather for 2018-2019, 1 replications");
TeleIO WGout = WG.Generate("Compress=" + compress_str + "&Variables=" + variables + "&ID=1&Name=Logan&Latitude=41.73333333&Longitude=-111.8&Elevation=120&First_year=2018&Last_year=2019&Replications=1");
Console.WriteLine(WGout.msg);
// the code that you want to measure comes here
watch.Stop();
Console.WriteLine("Time to generate weather: " + watch.ElapsedMilliseconds + " ms");
watch.Restart();
if (msg == "Success")
{
Console.WriteLine("Execute DegreeDay Model");
TeleIO modelOut = model.Execute("Compress=" + compress_str, WGout);
Console.WriteLine(modelOut.msg);
string s = System.Text.Encoding.UTF8.GetString(modelOut.data);
Console.WriteLine(s);
watch.Stop();
Console.WriteLine("Time to run DD model: " + watch.ElapsedMilliseconds + " ms");
watch.Restart();
Console.WriteLine();
Console.WriteLine();
Console.WriteLine("Second generation");
WGout = WG.Generate("Compress=" + compress_str + "&Variables=" + variables + "&ID=1&Name=Logan&Latitude=41.73333333&Longitude=-111.8&Elevation=120&First_year=2018&Last_year=2019&Replications=1");
watch.Stop();
Console.WriteLine("Time to generate weather: " + watch.ElapsedMilliseconds + " ms");
watch.Restart();
modelOut = model.Execute("Compress=" + compress_str, WGout);
Console.WriteLine(s);
watch.Stop();
Console.WriteLine("Time to run DD model: " + watch.ElapsedMilliseconds + " ms");
}
}
}
//string path_out = path + "\\test" + (compress ? ".gz" : ".csv");
//System.IO.FileStream fs = System.IO.File.Create(path_out);
//System.IO.BufferedStream file = fs.;
//array < unsigned char>^ arr = gcnew array < unsigned char> (10);
//file->Read(arr, 0, 10);
//fs.Write(modelOut.data, 0, modelOut.data.Length);
//fs.Close();
}
public String Get(String shore, String normals, String daily)
{
String options = "Shore=" + shore + "&Normals=" + normals + "&Daily=" + daily;
var watch = System.Diagnostics.Stopwatch.StartNew();
String msg;
// return "Lat: " + lat + " lon: "+lon +" Year:"+ year;
//string exe_path = System.Reflection.Assembly.GetExecutingAssembly().Location;
//exe_path = System.IO.Path.GetDirectoryName(exe_path);
String exe_path = "G:\\Travaux\\BioSIM_API";
//string path = Environment.GetEnvironmentVariable("PATH");
//Environment.SetEnvironmentVariable("PATH", exe_path + ";" + path);
//Environment.CurrentDirectory = exe_path;
// SetDllDirectory();
System.Diagnostics.Debug.WriteLine("trying path: " + exe_path);
System.Diagnostics.Debug.WriteLine("trying options: " + options);
if (!m_WG.ContainsKey(options))
{
System.Diagnostics.Debug.WriteLine("Initialize Weather Generator");
watch.Restart();
m_WG[options] = new WeatherGenerator("WG" + m_WG.Count.ToString());
msg = m_WG[options].Initialize(options);
System.Diagnostics.Debug.WriteLine(msg);
System.Diagnostics.Debug.WriteLine("Time to initialize Weather Generator: " + watch.ElapsedMilliseconds + " ms");
if (msg != "Success")
{
return(msg);
}
}
WeatherGenerator WG = m_WG[options];
System.Diagnostics.Debug.WriteLine("Initialize DegreeDay model");
watch.Restart();
ModelExecution model = new ModelExecution("Model1");
msg = model.Initialize("Model=" + exe_path + "\\Models\\DegreeDay (Annual).mdl");
System.Diagnostics.Debug.WriteLine(msg);
System.Diagnostics.Debug.WriteLine("Time to initialize DegreeDay model: " + watch.ElapsedMilliseconds + " ms");
if (msg != "Success")
{
return(msg);
}
string variables = model.GetWeatherVariablesNeeded();
string parameters = model.GetDefaultParameters();
bool compress = true;
string compress_str = compress ? "1" : "0";
//Generate weather for 2018-2019
System.Diagnostics.Debug.WriteLine("Generate weather for 2018-2019, 1 replications");
watch.Restart();
TeleIO WGout = WG.Generate("Compress=" + compress_str + "&Variables=" + variables + "&ID=1&Name=Logan&Latitude=41.73333333&Longitude=-111.8&Elevation=120&First_year=2018&Last_year=2019&Replications=1");
System.Diagnostics.Debug.WriteLine(WGout.msg);
System.Diagnostics.Debug.WriteLine("Time to generate weather: " + watch.ElapsedMilliseconds + " ms");
if (WGout.msg != "Success")
{
return(WGout.msg);
}
//execute DD model
System.Diagnostics.Debug.WriteLine("Execute DegreeDay Model");
watch.Restart();
TeleIO modelOut = model.Execute("Compress=0", WGout);//I think that Web API automatically compress text
System.Diagnostics.Debug.WriteLine(modelOut.msg);
System.Diagnostics.Debug.WriteLine("Time to run DD model: " + watch.ElapsedMilliseconds + " ms");
if (modelOut.msg != "Success")
{
return(modelOut.msg);
}
return(System.Text.Encoding.UTF8.GetString(modelOut.data));
}
