/// <summary>
/// Trains and writes a model based on the events in the specified event file.
/// the name of the model created is based on the event file name.
/// </summary>
/// <param name="args"> eventfile [iterations cuttoff] </param>
/// <exception cref="IOException"> when the eventfile can not be read or the model file can not be written. </exception>
public static void Main(string[] args)
{
if (args.Length == 0)
{
Console.Error.WriteLine("Usage: RealValueFileEventStream eventfile [iterations cutoff]");
Environment.Exit(1);
}
int ai = 0;
string eventFile = args[ai++];
int iterations = 100;
int cutoff = 5;
if (ai < args.Length)
{
iterations = Convert.ToInt32(args[ai++]);
cutoff = Convert.ToInt32(args[ai++]);
}
AbstractModel model;
RealValueFileEventStream es = new RealValueFileEventStream(eventFile);
try
{
model = GIS.trainModel(iterations, new OnePassRealValueDataIndexer(es, cutoff));
}
finally
{
es.close();
}
(new SuffixSensitiveGISModelWriter(model, new Jfile(eventFile + ".bin.gz"))).persist();
}
public void GISTest2()
{
int size = 7;
Graph graph = new Graph(size);
graph.AddEdge(1, 2);
graph.AddEdge(1, 3);
graph.AddEdge(1, 4);
graph.AddEdge(1, 5);
graph.AddEdge(1, 6);
graph.AddEdge(1, 7);
graph.AddEdge(2, 3);
graph.AddEdge(3, 4);
graph.AddEdge(4, 5);
graph.AddEdge(5, 6);
graph.AddEdge(6, 7);
graph.AddEdge(7, 2);
GIS gis = new GIS(graph);
gis.ColorGraph();
Console.WriteLine(gis.GetGisOutput());
}
/// <summary>
/// Gets the event trainer.
/// </summary>
/// <param name="parameters">The machine learnable parameters.</param>
/// <param name="reportMap">The report map.</param>
/// <param name="monitor">A evaluation monitor that can be used to listen the messages during the training or it can cancel the training operation.
/// This argument can be a <c>null</c> value.</param>
/// <returns>The <see cref="IEventTrainer" /> trainer object.</returns>
/// <exception cref="System.InvalidOperationException">
/// Unable to retrieve the trainer from the training parameters.
/// or
/// The constructor of the trainer must have a standard constructor.
/// </exception>
public static IEventTrainer GetEventTrainer(TrainingParameters parameters, Dictionary <string, string> reportMap, Monitor monitor)
{
var algorithm = parameters.Get(Parameters.Algorithm);
if (algorithm == null)
{
AbstractEventTrainer trainer = new GIS(monitor);
trainer.Init(parameters, reportMap);
return(trainer);
}
var trainerType = GetTrainerType(parameters);
if (trainerType.HasValue && trainerType.Value == TrainerType.EventModelTrainer)
{
var type = GetTrainer(algorithm);
if (type == null)
{
throw new InvalidOperationException("Unable to retrieve the trainer from the training parameters.");
}
var ctor = type.GetConstructor(new [] { typeof(Monitor) });
if (ctor == null)
{
throw new InvalidOperationException("The constructor of the trainer must have a standard constructor.");
}
var trainer = (IEventTrainer)ctor.Invoke(new object[] { monitor });
trainer.Init(parameters, reportMap);
return(trainer);
}
return(null);
}
public void TestRealValuedWeightsVsRepeatWeighting()
{
var rvfes1 = new RealValueFileEventStream(Tests.OpenFile("opennlp/data/maxent/real-valued-weights-training-data.txt"));
var rvfes2 = new FileEventStream(Tests.OpenFile("opennlp/data/maxent/repeat-weighting-training-data.txt"));
var realModel = GIS.TrainModel(100, new OnePassRealValueDataIndexer(rvfes1, 1));
var repeatModel = GIS.TrainModel(100, new OnePassRealValueDataIndexer(rvfes2, 1));
rvfes1.Dispose();
rvfes2.Dispose();
Assert.NotNull(realModel);
Assert.NotNull(repeatModel);
var features2Classify = new[] { "feature2", "feature5" };
var realResults = realModel.Eval(features2Classify);
var repeatResults = repeatModel.Eval(features2Classify);
Assert.AreEqual(realResults.Length, repeatResults.Length);
for (var i = 0; i < realResults.Length; i++)
{
Assert.AreEqual(realResults[i], repeatResults[i], 0.01f);
}
features2Classify = new[] { "feature1", "feature2", "feature3", "feature4", "feature5" };
realResults = realModel.Eval(features2Classify, new[] { 5.5f, 6.1f, 9.1f, 4.0f, 1.8f });
repeatResults = repeatModel.Eval(features2Classify, new[] { 5.5f, 6.1f, 9.1f, 4.0f, 1.8f });
Assert.AreEqual(realResults.Length, repeatResults.Length);
for (var i = 0; i < realResults.Length; i++)
{
Assert.AreEqual(realResults[i], repeatResults[i], 0.01f);
}
}
protected void MontarGis(string indicadorProcesoCodificado7365, string calificadorListaCodigosCodificado1131)
{
var dtm = new GIS(new IndicadorDeProceso(indicadorProcesoCodificado7365, calificadorListaCodigosCodificado1131,
null, null));
Segmentos.Add(dtm);
Mensaje += dtm.getSegmento();
}
void mouseDragOrClick(Vector2 currentFlatMousePos)
{
//滑鼠左鍵點下後抓取滑鼠位置，並且開始判斷是拖曳或是點擊
if (mouseDragging)
{
Vector2 diffScreen = currentFlatMousePos - startClipPos;
if (diffScreen.x + diffScreen.y != 0f) //滑鼠從點下到放開有移動就視為拖曳
{
Vector2 diffRelative = new Vector2(diffScreen.x / Screen.width, diffScreen.y / Screen.height);
Vector2 diff = startDragingPos - diffRelative * taiwanMap.terrainSize * taiwanMap.rangeScale;
taiwanMap.newPos = ((int)diff.x, (int)diff.y);
maybeClick = false; //如果是拖曳就不是點擊
}
}
if (Input.GetMouseButtonDown(0))
{
startDragingPos = new Vector2(taiwanMap.newPos.x, taiwanMap.newPos.y);
startClipPos = currentFlatMousePos;
mouseDragging = true;
maybeClick = true;
}
if (Input.GetMouseButtonUp(0))
{
if (maybeClick) //點擊滑鼠就是放士兵或收士兵
{
if (hit.transform.name == "Terrain") //點在圖台上表示放士兵
{
float terrainRatio = taiwanMap.terrainSize * taiwanMap.rangeScale;
(int x, int y)terrainRayHit = ((int)(hit.point.x * terrainRatio), (int)(hit.point.z * terrainRatio));
(int x, int y)hitTerrainPos = (terrainRayHit.x + taiwanMap.newPos.x, terrainRayHit.y + taiwanMap.newPos.y);
var placeLongLat = GIS.TerrainToLonglat(hitTerrainPos);
var troopID = troopManager.TroopMissingID("soldier");
// troopManager.TroopMove("soldier", troopID, placeLongLat.lng, placeLongLat.lat);
messageBroker.AddTroop("soldier", troopID, placeLongLat.lng, placeLongLat.lat);
}
else if (hit.transform.name.StartsWith("ToonSoldier_WW2_demo_model")) //點到士兵表示收士兵
{
hit.transform.gameObject.tag = "Finish";
//使用rayhit只能看到被hit到的Gameobject，但在原本的Troopmanager中採用dictionary進行Gameobject管理。
//直接刪除gameobject會造成錯誤。所以必須找到對應的dictionary key，透過管理系統進行刪除。這在士兵量太過
//龐大時效能會不好
string troopID = troopManager.GetDeletedSelectedTroopID();
messageBroker.RemoveTroop("soldier", troopID);
}
troopManager.redrawTroops = true;
}
maybeClick = false;
mouseDragging = false;
}
}
public void GreedyIndependentSetsTest()
{
string filePath = "/home/paul/coding/algorithms-data-structures/NPheuristics/GraphColoring/graph1Data.txt";
GraphBuilder.GraphBuilder builder = new GraphBuilder.GraphBuilder();
Graph graph = builder.BuildGraphFromFile(filePath);
GIS gis = new GIS(graph);
gis.ColorGraph();
Console.WriteLine(gis.GetGisOutput());
}
// POST: api/Poi
public string Post([FromBody] object latLng)
{
if (latLng == null)
{
return("");
}
try {
Debug.WriteLine(latLng);
LocFeed currLoc = (LocFeed)Helpers.JsonDesrialize(latLng.ToString(), typeof(LocFeed));
Grid grid = new Grid();
var lat = double.Parse(currLoc.x);
var lng = double.Parse(currLoc.y);
grid.GetGrid(lat, lng);
GIS gis = new GIS();
List <Store> stores = db.GetPerimeterStores(grid.Id); // "1296.7764");
List <StoreLite> feed = new List <StoreLite>();
foreach (Store store in stores)
{
//store.Distance = Math.Truncate(Helpers.GetStraightDistance(lat, lng, store.Latitude, store.Longitude) * 100) / 100;
double dist, dura;
var result = gis.GetDistanceMatrix(lat, lng, store.Latitude, store.Longitude, out dist, out dura);
dist = Math.Truncate(dist / 100) / 10;
TimeSpan ts = new TimeSpan(0, 0, (int)dura);
dura = Math.Round(ts.TotalMinutes);
feed.Add(new StoreLite()
{
I = store.StoreId, // id
N = store.StoreName, // name
X = store.Latitude, // lat
Y = store.Longitude, // lng
G = store.Grid, // grid
D = dist, // distance
T = dura, // time
A = store.Address // address
});
}
var output = Helpers.JsonSerialize(feed.OrderBy(s => s.T).ThenBy(s => s.D));
return(output);
}
catch
{
return("");
}
}
public void TestScaleResults()
{
const string smallValues = "predA=0.1 predB=0.2 A\n" + "predB=0.3 predA=0.1 B\n";
const string largeValues = "predA=10 predB=20 A\n" + "predB=30 predA=10 B\n";
const string smallTest = "predA=0.2 predB=0.2";
const string largeTest = "predA=20 predB=20";
var smallReader = new StringReader(smallValues);
var smallEventStream = new RealBasicEventStream(new PlainTextByLineStream(smallReader));
var smallModel = GIS.TrainModel(100, new OnePassRealValueDataIndexer(smallEventStream, 0), false);
var contexts = smallTest.Split(new[] { ' ' }, StringSplitOptions.RemoveEmptyEntries);
var values = RealValueFileEventStream.ParseContexts(contexts);
var smallResults = smallModel.Eval(contexts, values);
var smallResultString = smallModel.GetAllOutcomes(smallResults);
Console.Out.WriteLine("smallResults: " + smallResultString);
var largeReader = new StringReader(largeValues);
var largeEventStream = new RealBasicEventStream(new PlainTextByLineStream(largeReader));
var largeModel = GIS.TrainModel(100, new OnePassRealValueDataIndexer(largeEventStream, 0), false);
contexts = largeTest.Split(new[] { ' ' }, StringSplitOptions.RemoveEmptyEntries);
values = RealValueFileEventStream.ParseContexts(contexts);
var largeResults = largeModel.Eval(contexts, values);
var largeResultString = smallModel.GetAllOutcomes(largeResults);
Console.Out.WriteLine("largeResults: " + largeResultString);
Assert.AreEqual(smallResults.Length, largeResults.Length);
for (var i = 0; i < smallResults.Length; i++)
{
/*
* System.out.println(string.format(
* "classify with smallModel: %1$s = %2$f", smallModel.getOutcome(i),
* smallResults[i]));
* System.out.println(string.format(
* "classify with largeModel: %1$s = %2$f", largeModel.getOutcome(i),
* largeResults[i])); */
Assert.AreEqual(smallResults[i], largeResults[i], 0.01f);
}
}
public void ToHexString()
{
{
(double, double)wgs = (39.907333, 116.391083);
Assert.AreEqual((215825, 99330), GIS.GetGisTileXY(wgs, 18));
}
{
(float, float)ll = (42, 122);
(double lat, double lon)ll1 = GIS.Gauss_LL(GIS.LL_Gauss(ll, GIS.Coordinate.BJ54), GIS.Coordinate.BJ54);
Assert.AreEqual(ll, ((float)ll1.lat, (float)ll1.lon));
(double lat, double lon)ll2 = GIS.Gauss_LL(GIS.LL_Gauss(ll, GIS.Coordinate.WGS84), GIS.Coordinate.WGS84);
Assert.AreEqual(ll, ((float)ll2.lat, (float)ll2.lon));
(double lat, double lon)ll3 = GIS.Gauss_LL(GIS.LL_Gauss(ll, GIS.Coordinate.XA80), GIS.Coordinate.XA80);
Assert.AreEqual(ll, ((float)ll3.lat, (float)ll3.lon));
}
}
public void ReadAirportAndTrainInfo()
{
ThreadPool.QueueUserWorkItem(o =>
{
while (true)
{
try
{
string trainplan = GetHttpUrl("readTrainingPlan");
string airport = GetHttpUrl("readAirportInfo");
string conditioncmd = GetHttpUrl("readConditionCommandInfo");
//机场信息
airport = cla_http.GetHttpData(airport, "{ }");
if ("" == airport)
{
Thread.Sleep(1000);
continue;
}
airportInfoBases = JsonConvert.DeserializeObject <List <airportInfoBase> >(airport);
//训练计划
trainplan = cla_http.GetHttpData(trainplan, "{ }");
if ("" == trainplan)
{
Thread.Sleep(1000);
continue;
}
trainPlans = JsonConvert.DeserializeObject <List <TrainPlan> >(trainplan);
//条件性命令
conditioncmd = cla_http.GetHttpData(conditioncmd, "{ }");
conditionCommands = JsonConvert.DeserializeObject <List <ConditionCommandInfo> >(trainplan);
GIS.Invoke();
break;
}
catch (Exception err)
{
Thread.Sleep(1000);
}
}
});
}
/// <summary>
/// Gets the event trainer.
/// </summary>
/// <param name="parameters">The machine learnable parameters.</param>
/// <param name="reportMap">The report map.</param>
/// <param name="monitor">
/// A evaluation monitor that can be used to listen the messages during the training or it can cancel the training operation.
/// This argument can be a <c>null</c> value.
/// </param>
/// <returns>The <see cref="IEventTrainer"/> trainer object.</returns>
public static IEventTrainer GetEventTrainer(TrainingParameters parameters, Dictionary <string, string> reportMap, Monitor monitor)
{
var algorithm = parameters.Get(Parameters.Algorithm);
if (algorithm == null)
{
AbstractEventTrainer trainer = new GIS(monitor);
trainer.Init(parameters, reportMap);
return(trainer);
}
var trainerType = GetTrainerType(parameters);
if (trainerType.HasValue && trainerType.Value == TrainerType.EventModelTrainer)
{
var type = GetTrainer(algorithm);
var trainer = (IEventTrainer)Activator.CreateInstance(type, monitor);
trainer.Init(parameters, reportMap);
return(trainer);
}
return(null);
}