protected static Tup <PixelFormat, Col.Format> GetStoreFormats(Type type, int channelCount)
{
Tup <PixelFormat, Col.Format> format;
if (s_pixelFormatOfChannelCount.TryGetValue(Tup.Create(type, channelCount), out format))
{
return(format);
}
throw new ArgumentException("unsupported pixel type");
}
public Tup <double, T>[] Neighbourhood(
double t, int extendLeft, int extendRight)
{
int floor = m_params.IndexOfLargestLessOrEqual(t).Clamp(m_indexes);
var result = new Tup <double, T> [2 + extendLeft + extendRight];
int imin = floor - extendLeft;
for (int i = imin; i <= floor + 1 + extendRight; i++)
{
int index = i.Clamp(m_indexes);
result[i - imin] = new Tup <double, T>(m_params[index], m_items[index]);
}
return(result);
}
/// <summary>
/// Enumerates all types from the specified assembly
/// decorated with attribute T as tuples of type
/// and its one or more T-attributes.
/// </summary>
public static Tup <Type, T[]>[] GetAllTypesWithAttribute <T>(Assembly a)
{
return(GetAll___ <Tup <Type, T[]> >(a, typeof(T).FullName,
lines => lines.Select(s => Type.GetType(s))
.Select(t => Tup.Create(
t,
TryGetCustomAttributes <T>(t))),
types => from t in types
let attribs = TryGetCustomAttributes <T>(t)
where attribs.Length > 0
select Tup.Create(t, attribs.Select(x => (T)x).ToArray()),
result => result.Select(t => t.E0.AssemblyQualifiedName)
));
}
static Dictionary <Type, Tup <Array, Dictionary <long, int> > > s_valueIndexMapping = new Dictionary <Type, Tup <Array, Dictionary <long, int> > >(); // long = worst case enum value
static Tup <Array, Dictionary <long, int> > GetValueIndexMapping(Type enumType)
{
Requires.That(enumType.IsEnum);
return(s_valueIndexMapping.GetCreate(enumType, et =>
{
var enumValues = Enum.GetValues(et);
var enumIndices = new Dictionary <long, int>();
for (int i = 0; i < enumValues.Length; i++)
{
enumIndices.Add(Convert.ToInt64(enumValues.GetValue(i)), i);
}
return Tup.Create(enumValues, enumIndices);
}));
}
/// <summary>
/// Enumerates all methods from the specified assembly
/// decorated with attribute T as tuples of MethodInfo
/// and its one or more T-attributes.
/// </summary>
public static Tup <MethodInfo, T[]>[] GetAllMethodsWithAttribute <T>(Assembly a)
{
return(GetAll___ <Tup <MethodInfo, T[]> >(a, typeof(T).FullName,
lines => from line in lines
let t = Type.GetType(line)
from m in t.GetMethods()
let attribs = m.GetCustomAttributes(typeof(T), false)
where attribs.Length > 0
select Tup.Create(m, attribs.Select(x => (T)x).ToArray()),
types => from t in types
from m in t.GetMethods()
let attribs = m.GetCustomAttributes(typeof(T), false)
where attribs.Length > 0
select Tup.Create(m, attribs.Select(x => (T)x).ToArray()),
result => result.Select(m => m.E0.DeclaringType.AssemblyQualifiedName)
));
}
public static void Test()
{
var r = new Random();
var es = from a in Enumerable.Range(1, 1000)
from b in Enumerable.Range(a + 1, 1000 - a - 1)
let w = r.NextDouble() + 1
select Tup.Create(Pair.Create(a, b), w)
;
Report.Line("number of edges: {0}", es.Count());
/* unused variable error under mono:
* var edges = new Tup<Pair<string>, int>[]
* {
* Tup.Create(Pair.Create("A", "B"), 7),
* Tup.Create(Pair.Create("A", "D"), 5),
* Tup.Create(Pair.Create("D", "B"), 9),
* Tup.Create(Pair.Create("B", "C"), 8),
* Tup.Create(Pair.Create("B", "E"), 7),
* Tup.Create(Pair.Create("C", "E"), 5),
* Tup.Create(Pair.Create("E", "D"), 15),
* Tup.Create(Pair.Create("F", "D"), 6),
* Tup.Create(Pair.Create("E", "F"), 8),
* Tup.Create(Pair.Create("F", "G"), 11),
* Tup.Create(Pair.Create("E", "G"), 9),
* };
*/
Report.BeginTimed("building mst");
var mst = MinimumSpanningTree.Create(es).ToArray();
Report.End();
Report.Line("#edges in mst: {0}", mst.Length);
//foreach (var e in mst) Console.WriteLine(e);
}
/// <summary>
/// Creates a minimum spanning tree from a set of weighted edges.
/// The input are edges ((TVertex, TVertex), TWeight) of a graph.
/// The output are a subset of these edges which form a minimum spanning tree.
/// The type of the weight (TWeight) needs to be IComparable.
/// </summary>
public static IEnumerable <Tup <Pair <TVertex>, TWeight> > Create <TVertex, TWeight>(
IEnumerable <Tup <Pair <TVertex>, TWeight> > edges
)
where TWeight : IComparable <TWeight>
{
Requires.NotNull(edges);
Report.BeginTimed("create vertex set");
var vertexSet = new HashSet <TVertex>(edges.SelectMany(e => e.E0));
Report.End();
if (vertexSet.Count < 2)
{
yield break;
}
//compare function
Func <KeyValuePair <TWeight, TVertex>, KeyValuePair <TWeight, TVertex>, int> compare =
(kvp0, kvp1) => kvp0.Key.CompareTo(kvp1.Key);
// init per-vertex edge priority queues
Report.BeginTimed("init per-vertex edge priority queues");
//var v2es = new Dictionary<TVertex, PriorityQueue<TWeight, TVertex>>();
//vertexSet.ForEach(v => v2es[v] = new PriorityQueue<TWeight, TVertex>());
var v2es = new Dictionary <TVertex, List <KeyValuePair <TWeight, TVertex> > >();
vertexSet.ForEach(v => v2es[v] = new List <KeyValuePair <TWeight, TVertex> >());
foreach (var e in edges)
{
//v2es[e.E0.E0].Enqueue(e.E1, e.E0.E1);
//v2es[e.E0.E1].Enqueue(e.E1, e.E0.E0);
v2es[e.E0.E0].HeapEnqueue(compare, new KeyValuePair <TWeight, TVertex>(e.E1, e.E0.E1));
v2es[e.E0.E1].HeapEnqueue(compare, new KeyValuePair <TWeight, TVertex>(e.E1, e.E0.E0));
}
Report.End();
// mst
var mst = new HashSet <TVertex>();
Action <TVertex> move = v => { vertexSet.Remove(v); mst.Add(v); };
// build minimum spanning tree using Prim's algorithm
Report.BeginTimed("build mst");
move(vertexSet.First());
while (vertexSet.Count > 0)
{
var candidateQueues = mst
.Where(v => v2es.ContainsKey(v))
.Select(v => Tup.Create(v, v2es[v])).Where(q => !q.E1.IsEmptyOrNull())
;
foreach (var q in candidateQueues)
{
//while (!q.E1.IsEmptyOrNull() && mst.Contains(q.E1.Peek()))
while (!q.E1.IsEmptyOrNull() && mst.Contains(q.E1[0].Value))
{
//q.E1.Dequeue();
q.E1.HeapDequeue(compare);
}
if (q.E1.IsEmptyOrNull())
{
v2es.Remove(q.E0);
}
}
var best = candidateQueues
//.Select(q => Tup.Create(q.E0, q.E1.PeekKeyAndValue()))
.Select(q => Tup.Create(q.E0, q.E1[0]))
.Min((a, b) => a.E1.Key.CompareTo(b.E1.Key) < 0)
;
//v2es[best.E0].Dequeue();
v2es[best.E0].HeapDequeue(compare);
move(best.E1.Value);
yield return(Tup.Create(Pair.Create(best.E0, best.E1.Value), best.E1.Key));
}
Report.End();
}