public GameweekTimeline(GameweekTimeline prev, List <TimelineLiveElement> le)
{
liveElements = le;
if (prev != null)
{
timeline = prev.timeline;
}
}
public async Task Process()
{
var bs = await _client.getBootstrapStatic();
var currEvent = bs.events.FirstOrDefault(ev => ev.is_current);
var gw = currEvent.id;
var currentLive = await _client.getLiveData(gw);
var previousTimeline = await ReadPreviousTimeline(gw);
var newTimeline = new GameweekTimeline(previousTimeline, currentLive.elements.Select(el => new TimelineLiveElement(el)).ToList());
// Find and log differences between previous timeline and current live
var diffs = FindAllPlayerDifferences(previousTimeline, currentLive);
var timestamp = DateTime.Now;
var prediction = new List <TimelineLiveElement>();
var predictor = new TimelinePredictor(gw, _client);
await predictor.Init();
foreach (var element in bs.elements)
{
var liveElementBase = currentLive.elements.FirstOrDefault(e => e.id == element.id);
var liveElement = liveElementBase != null ? new TimelineLiveElement(liveElementBase) : new TimelineLiveElement()
{
id = element.id
};
prediction.Add(await predictor.Predict(liveElement));
}
newTimeline.prediction = prediction;
var predictionDiff = FindAllPlayerPredictionDifferences(previousTimeline != null ? previousTimeline.prediction : new List <TimelineLiveElement>(), newTimeline.prediction);
Console.WriteLine($"Diffs: {diffs.Count}");
Console.WriteLine($"PredictionDiffs: {predictionDiff.Count}");
if (diffs.Count > 0 || predictionDiff.Count > 0)
{
newTimeline.timeline.Add(new GameweekTimelineEntry()
{
timestamp = timestamp,
diff = diffs,
predictionDiff = predictionDiff
});
await WriteTimeline(gw, newTimeline);
}
}
private List <TimelineLiveElement> FindAllPlayerDifferences(GameweekTimeline prev, Live currLive)
{
var diffs = new List <TimelineLiveElement>();
foreach (LiveElementBase currLiveElement in currLive.elements)
{
var elementId = currLiveElement.id;
var comparison = currLiveElement;
if (prev != null)
{
var prevLiveElement = prev.liveElements.FirstOrDefault(p => p.id == elementId);
comparison = Compare(prevLiveElement, currLiveElement);
}
else
{
comparison = getBaseDiff(currLiveElement);
}
if (comparison != null)
{
diffs.Add(new TimelineLiveElement(currLiveElement));
}
}
return(diffs);
}
private async Task WriteTimeline(int gw, GameweekTimeline timeline)
{
await _writer.write(GetS3Key(gw), timeline, true);
}
