private async Task <UploadSummary> UploadForecastsAsync(Region r,
IEnumerable <Point> allPoints,
AmphoraeSignalsClient signalsClient,
System.Collections.Generic.Dictionary <Region, string> map)
{
var points = allPoints.Where(p => p.Periodtype == Periodtype.Forecast && p.Region == r).ToList();
log.LogTrace($"First Point in forecasts: {JsonConvert.SerializeObject(points.FirstOrDefault())}");
var batch = new List <Dictionary <string, object> >();
// first, need to split points into each horizon bin
// there is only 1 point per horizon
foreach (var h in Horizon.Horizons)
{
if (h.ValueInMinutes.HasValue)
{
var relativePoints = points
.Where(p => p.DistanceFromHorizon(h) > -(h.ValueInMinutes / 2))
.OrderBy(p => p.DistanceFromHorizon(h)).ToList();
var relativePoint = relativePoints.First();
// map to amphora model
var s = mapper.Map <Forecasts>(relativePoint);
s.Horizon = h.Name;
// now upload that point
batch.Add(s.ToDictionary());
}
else
{
// we are doing the max forecast
var maxValue = points
.OrderBy(p => p.Settlementdate)
.Last();
var s = mapper.Map <Forecasts>(maxValue);
s.Horizon = h.Name;
// now upload that point
batch.Add(s.ToDictionary());
}
}
var id = map[r];
log.LogInformation($"Using Amphora {id} for region forecasts {Enum.GetName(typeof(Region), r)}");
await signalsClient.UploadSignalBatchAsync(id, "0", batch);
return(new UploadSummary("Forecast", r.Humanize(), batch));
}
private async Task <UploadSummary> UploadActualAsync(Region r,
IEnumerable <Point> allPoints,
AmphoraeSignalsClient signalsClient,
System.Collections.Generic.Dictionary <Region, string> map)
{
// do a filter here on the points for the region and period type
var points = allPoints.Where(p => p.Periodtype == Periodtype.Actual && p.Region == r);
log.LogTrace($"First Point: {JsonConvert.SerializeObject(points.FirstOrDefault())}");
var batch = new List <Dictionary <string, object> >();
foreach (var p in points)
{
var s = mapper.Map <Actuals>(p);
batch.Add(s.ToDictionary());
}
var id = map[r];
log.LogInformation($"Using Amphora {id} for region actuals {Enum.GetName(typeof(Region), r)}");
await signalsClient.UploadSignalBatchAsync(id, "0", batch);
return(new UploadSummary("Actual", r.Humanize(), batch));
}
public async Task <RunSummary> Run()
{
// create a client for interacting with the NEM API
var nemClient = new NEMClient();
var data = await nemClient.Get5MinDataAsync();
var authClient = new AuthenticationClient(HttpClient);
authClient.BaseUrl = settings.BaseUrl;
var token = await authClient.RequestTokenAsync("0", new LoginRequest { Username = settings.UserName, Password = settings.Password });
token = token.Trim('\"'); // there may be extra quotes on that string
HttpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", token);
try
{
var signalsClient = new AmphoraeSignalsClient(HttpClient);
signalsClient.BaseUrl = settings.BaseUrl;
var actualsMap = Mapping.Actuals; // load the Maps
var forecastsMap = Mapping.Forecasts;
// run in parallel for performance
// ACTUALS
var nswActualsTask = Task.Run(() => UploadActualAsync(Region.Nsw1,
data.Data,
signalsClient, actualsMap));
var vicActualsTask = Task.Run(() => UploadActualAsync(Region.Vic1,
data.Data,
signalsClient, actualsMap));
var qldActualsTask = Task.Run(() => UploadActualAsync(Region.Qld1,
data.Data,
signalsClient, actualsMap));
var saActualsTask = Task.Run(() => UploadActualAsync(Region.Sa1,
data.Data,
signalsClient, actualsMap));
var tasActualsTask = Task.Run(() => UploadActualAsync(Region.Tas1,
data.Data,
signalsClient, actualsMap));
// FORECASTS
var nswForecastsTask = Task.Run(() => UploadForecastsAsync(Region.Nsw1,
data.Data,
signalsClient, forecastsMap));
var vicForecastsTask = Task.Run(() => UploadForecastsAsync(Region.Vic1,
data.Data,
signalsClient, forecastsMap));
var qldForecastsTask = Task.Run(() => UploadForecastsAsync(Region.Qld1,
data.Data,
signalsClient, forecastsMap));
var saForecastsTask = Task.Run(() => UploadForecastsAsync(Region.Sa1,
data.Data,
signalsClient, forecastsMap));
var tasForecastsTask = Task.Run(() => UploadForecastsAsync(Region.Tas1,
data.Data,
signalsClient, forecastsMap));
var results = await Task.WhenAll(nswActualsTask,
vicActualsTask,
qldActualsTask,
saActualsTask,
tasActualsTask,
nswForecastsTask,
vicForecastsTask,
qldForecastsTask,
saForecastsTask,
tasForecastsTask);
return(new RunSummary(results.ToList()));
}
catch (ApiException ex)
{
log.LogError($"Engine Failed, Message: {ex.Message} ", ex);
throw ex;
}
}
