static private Mce InitializeMce(int groupIndex)//初始化Sije时使用
{
Mce mce = new Mce(0);
foreach (Character character in ConsistencyVariable.Characters)
{
double numberOfTrueStrongAffects = 0;
double numberOfTrueWeakAffects = 0;
foreach (Sentence sentence in character.Sentences)
{
foreach (Annotation annotation in sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic.Values)
{
Labelset labelset = annotation.ToLabelset(Variable.LabelArray);
numberOfTrueStrongAffects += labelset.NumberOfTrueStrongAffects;
numberOfTrueWeakAffects += labelset.NumberOfTrueWeakAffects;
}
}
IDictionary <Will, double> willAndValue = new Dictionary <Will, double>();
double will = numberOfTrueStrongAffects + numberOfTrueWeakAffects;
willAndValue.Add(Will.strong, will == 0 ? 0.5 : numberOfTrueStrongAffects / will);//此处不是平滑
willAndValue.Add(Will.weak, will == 0 ? 0.5 : numberOfTrueWeakAffects / will);
mce.Value.Add(character, willAndValue);
}
return(mce);
}
//废弃
static private Sije InitializeSijeOld(Mce mce, int groupIndex)
{
Sije sije = new Sije(1);
foreach (Sentence sentence in Variable.Sentences)
{
double will = 0;
sije.Value.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
foreach (Annotation annotation in sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic.Values)
{
Labelset labelset = annotation.ToLabelset(Variable.LabelArray);
double strong = mce.Value[sentence.Character][Will.strong] * Math.Pow(labelset.HowStrong, 1);
double weak = mce.Value[sentence.Character][Will.weak] * Math.Pow(labelset.HowWeak, 1);
will += strong + weak;
if (sije.Value[sentence].ContainsKey(labelset))
{
sije.Value[sentence][labelset][Will.strong] += strong;
sije.Value[sentence][labelset][Will.weak] += weak;
}
else
{
sije.Value[sentence].Add(labelset, new Dictionary <Will, double>());
sije.Value[sentence][labelset].Add(Will.strong, strong);
sije.Value[sentence][labelset].Add(Will.weak, weak);
}
}
foreach (Labelset labelset in sije.Value[sentence].Keys.ToArray())
{
sije.Value[sentence][labelset][Will.strong] /= will;
sije.Value[sentence][labelset][Will.weak] /= will;
}
}
return(sije);
}
static private Sije InitializeSijeWithBN(Mce mce, int groupIndex)
{
Sije sije = new Sije(1);
Sij sij = NDDSFunction.Initialize(groupIndex, Math.Pow(10, -1), IndependenceEstimation.MutualInformation);
foreach (Sentence sentence in Variable.Sentences)
{
sije.Value.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
IDictionary <Will, double> willDenominator = new Dictionary <Will, double>();
willDenominator.Add(Will.strong, 0);
willDenominator.Add(Will.weak, 0);
foreach (Labelset labelset in sij.Value[sentence].Keys.ToArray())
{
double valueOfStrong = sij.Value[sentence][labelset] * labelset.HowStrong;
double valueOfWeak = sij.Value[sentence][labelset] * labelset.HowWeak;
if (sije.Value[sentence].ContainsKey(labelset))
{
sije.Value[sentence][labelset][Will.strong] += valueOfStrong;
sije.Value[sentence][labelset][Will.weak] += valueOfWeak;
}
else
{
sije.Value[sentence].Add(labelset, new Dictionary <Will, double>());
sije.Value[sentence][labelset].Add(Will.strong, valueOfStrong);
sije.Value[sentence][labelset].Add(Will.weak, valueOfWeak);
}
willDenominator[Will.strong] += valueOfStrong;
willDenominator[Will.weak] += valueOfStrong;
}
//p(t|e)
foreach (Labelset labelset in sije.Value[sentence].Keys.ToArray())
{
if (willDenominator[Will.strong] != 0)
{
sije.Value[sentence][labelset][Will.strong] /= willDenominator[Will.strong];
}
if (willDenominator[Will.weak] != 0)
{
sije.Value[sentence][labelset][Will.weak] /= willDenominator[Will.weak];
}
}
//p(t|e)*p(x)
if (willDenominator[Will.strong] != 0 && willDenominator[Will.weak] != 0)//有一个等于0就不用再算了
{
foreach (Labelset labelset in sije.Value[sentence].Keys.ToArray())
{
sije.Value[sentence][labelset][Will.strong] *= mce.Value[sentence.Character][Will.strong];
sije.Value[sentence][labelset][Will.weak] *= mce.Value[sentence.Character][Will.weak];
}
}
}
return(sije);
}
//相当于P(t,x)
static private Sije InitializeSije(Mce mce, int groupIndex)
{
Sije sije = new Sije(1);
foreach (Sentence sentence in Variable.Sentences)
{
sije.Value.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
IDictionary <Will, double> willDenominator = new Dictionary <Will, double>();
willDenominator.Add(Will.strong, 0);
willDenominator.Add(Will.weak, 0);
foreach (Annotation annotation in sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic.Values)
{
Labelset labelset = annotation.ToLabelset(Variable.LabelArray);
if (sije.Value[sentence].ContainsKey(labelset))
{
sije.Value[sentence][labelset][Will.strong] += labelset.HowStrong;
sije.Value[sentence][labelset][Will.weak] += labelset.HowWeak;
}
else
{
sije.Value[sentence].Add(labelset, new Dictionary <Will, double>());
sije.Value[sentence][labelset].Add(Will.strong, labelset.HowStrong);
sije.Value[sentence][labelset].Add(Will.weak, labelset.HowWeak);
}
willDenominator[Will.strong] += labelset.HowStrong;
willDenominator[Will.weak] += labelset.HowWeak;
}
//p(t|e)
foreach (Labelset labelset in sije.Value[sentence].Keys.ToArray())
{
if (willDenominator[Will.strong] != 0)
{
sije.Value[sentence][labelset][Will.strong] /= willDenominator[Will.strong];
}
if (willDenominator[Will.weak] != 0)
{
sije.Value[sentence][labelset][Will.weak] /= willDenominator[Will.weak];
}
}
//p(t|e)*p(x)
if (willDenominator[Will.strong] != 0 && willDenominator[Will.weak] != 0)//有一个等于0就不用再算了
{
foreach (Labelset labelset in sije.Value[sentence].Keys.ToArray())
{
sije.Value[sentence][labelset][Will.strong] *= mce.Value[sentence.Character][Will.strong];
sije.Value[sentence][labelset][Will.weak] *= mce.Value[sentence.Character][Will.weak];
}
}
}
return(sije);
}
static public void RunPeTM(PorSForJointje PorS, Smoothing SmoothingBE, BnOrNot bnOrNot)
{
double[] accuracyOfPersonalityForEachGroup = new double[GroupVariable.AnnotatorGroups.Length];
for (int groupIndex = 0; groupIndex < GroupVariable.AnnotatorGroups.Length; ++groupIndex)
{
IDictionary <Annotator, IDictionary <Character, IDictionary <Will, double> > > okcx = PersonalityFunction.CalculateOkcx(groupIndex);//模拟人对角色个性的标注，计算一次就不变了
Mce mce = InitializeMce(groupIndex);
Sije sije = null;
if (bnOrNot == BnOrNot.Yes)
{
sije = InitializeSijeWithBN(mce, groupIndex);
}
else
{
sije = InitializeSije(mce, groupIndex); //old new
}
Pje pje = null; //p(t|e)
Pdata pdata = null;
IList <double> Pdatas = new List <double>();
for (int convergeTime = 1; convergeTime <= Variable.ConvergeTimeThreshold; ++convergeTime)
{
mce = CalculateMce(sije, groupIndex);
PAkjl pakjl = CoreFunction.CalculatePAkjl(Variable.LabelArray, sije.ToSij, convergeTime, groupIndex);
BEkef bekef = PersonalityFunction.CalculateBExy(mce, okcx, SmoothingBE, convergeTime, groupIndex);
if (PorS == PorSForJointje.P)
{
pje = CalculatePje(sije, convergeTime);
}
if (CalculatePdataAndSije(ref sije, pakjl, bekef, pje, mce, okcx, ref pdata, Pdatas, groupIndex))//old/new
{
break;
}
}
IDictionary <Sentence, IDictionary <Will, double> > sic = ObtainBinaryResult(sije, mce, groupIndex);
WriteBinaryResultFile(sic, mce, groupIndex);
PersonalityFunction.WriteMVResultFile(mce, groupIndex);
accuracyOfPersonalityForEachGroup[groupIndex] = PersonalityPaperFunction.AccuracyOfPersonalityForEachGroup(PersonalityVariable.TruePersonality, mce.EstimatedPersonality);
}
Function.ConsoleWriteLine("Accuracy Of PeTM: " + PersonalityPaperFunction.AccuracyOfPersonality(accuracyOfPersonalityForEachGroup));
}
static private Mce CalculateMce(Sije sije, int time)
{
Mce mce = new Mce(time);
foreach (Character character in ConsistencyVariable.Characters)
{
double numberOfTrueStrongAffects = 0;
double numberOfTrueWeakAffects = 0;
foreach (Sentence sentence in character.Sentences)
{
foreach (Labelset labelset in sije.Value[sentence].Keys)
{
numberOfTrueStrongAffects += sije.Value[sentence][labelset][Will.strong] * labelset.NumberOfTrueStrongAffects;
numberOfTrueWeakAffects += sije.Value[sentence][labelset][Will.weak] * labelset.NumberOfTrueWeakAffects;
}
}
IDictionary <Will, double> willAndValue = new Dictionary <Will, double>();
double will = numberOfTrueStrongAffects + numberOfTrueWeakAffects;
willAndValue.Add(Will.strong, will == 0 ? 0.5 : numberOfTrueStrongAffects / will);
willAndValue.Add(Will.weak, will == 0 ? 0.5 : numberOfTrueWeakAffects / will);
mce.Value.Add(character, willAndValue);
}
return(mce);
}
static private void WriteBinaryResultFile(IDictionary <Sentence, IDictionary <Will, double> > sic, Mce mce, int groupIndex)//只输出
{
if (Variable.OutputResult)
{
StreamWriter resultFile = new StreamWriter("Result/" + Variable.NumberOfAnnotationsPerSentenceAfterGrouping + "PeTM" + "Binary" + groupIndex + ".csv", false, Encoding.Default);
Function.InitialResultFile(resultFile);
double averageTrueLabelsPerResult = 0;
foreach (Sentence sentence in Variable.Sentences)
{
Function.WriteBinaryResultOfASentence(sentence.ID, sentence.AnnotaitonGroups[groupIndex].PeTMResult,
sentence.Character.ID + ","
+ " strongInM:" + mce.Value[sentence.Character][Will.strong] + " weakInM:" + mce.Value[sentence.Character][Will.weak] + ","
+ " strongInS:" + sic[sentence][Will.strong] + " weakInS:" + sic[sentence][Will.weak] + ",",
sentence.Speech, resultFile);
averageTrueLabelsPerResult += sentence.AnnotaitonGroups[groupIndex].PeTMResult.NumberOfTrueLabel;
}
resultFile.Write("Average true labels per annotatin," + averageTrueLabelsPerResult / Variable.Sentences.Count + ",");
resultFile.Close();
}
}
static private IDictionary <Sentence, IDictionary <Will, double> > ObtainBinaryResult(Sije sije, Mce mce, int groupIndex)
{
IDictionary <Sentence, IDictionary <Will, double> > sic = new Dictionary <Sentence, IDictionary <Will, double> >();
foreach (Sentence sentence in sije.Value.Keys)
{
IDictionary <Will, double> willForResult = new Dictionary <Will, double>();
#region 根据will
//sentence.AnnotaitonGroups[groupIndex].PersonalityDSMaxResult = new Result(sije.CalculateJointBestLabelset(sentence, ref willForResult));
#endregion
#region 根据will（更好）
Will willOfChar = mce.Value[sentence.Character][Will.strong] >= mce.Value[sentence.Character][Will.weak] ? Will.strong : Will.weak;
sentence.AnnotaitonGroups[groupIndex].PeTMResult = new Result(sije.CalculateJointBestLabelset(sentence, willOfChar));
if (willOfChar == Will.strong)
{
willForResult.Add(Will.strong, sentence.AnnotaitonGroups[groupIndex].PeTMResult.Probability);
willForResult.Add(Will.weak, 1 - sentence.AnnotaitonGroups[groupIndex].PeTMResult.Probability);
}
else
{
willForResult.Add(Will.strong, 1 - sentence.AnnotaitonGroups[groupIndex].PeTMResult.Probability);
willForResult.Add(Will.weak, sentence.AnnotaitonGroups[groupIndex].PeTMResult.Probability);
}
#endregion
sic.Add(sentence, willForResult);
}
return(sic);
}
//废弃
static private bool CalculatePdataAndSijeOld(ref Sije sije, PAkjl pakjl, BEkef bekef, Pje pje, Mce mce, IDictionary <Annotator, IDictionary <Character, IDictionary <Will, double> > > okxc, ref Pdata pdata, IList <double> pdatas, int groupIndex)
{
bool isFinished = false;
//sije的分子
IDictionary <Sentence, IDictionary <Labelset, IDictionary <Will, double> > > numerator = new Dictionary <Sentence, IDictionary <Labelset, IDictionary <Will, double> > >();
//sij的分母（P(data on i)）
IDictionary <Sentence, double> denominator = new Dictionary <Sentence, double>();
//计算分子
foreach (Sentence sentence in sije.Value.Keys)
{
numerator.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
//开始计算
foreach (Labelset labelsetj in sije.Value[sentence].Keys)//j: true label
{
double valueOfNumeratorForStrong = 1;
double valueOfNumeratorForWeak = 1;
foreach (Annotator annotator in sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic.Keys)
{
Labelset labelsetl = sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic[annotator].ToLabelset(Variable.LabelArray);
if (pakjl.Value[annotator].ContainsKey(labelsetj))
{
if (pakjl.Value[annotator][labelsetj].ContainsKey(labelsetl))
{
valueOfNumeratorForStrong *= pakjl.Value[annotator][labelsetj][labelsetl];
valueOfNumeratorForWeak *= pakjl.Value[annotator][labelsetj][labelsetl];
}
else
{
valueOfNumeratorForStrong = 0;
valueOfNumeratorForWeak = 0;
break;
}
}
else
{
break;
}
//β部分的值（Personality新增）
valueOfNumeratorForStrong *= Math.Pow(bekef.Value[annotator][Tuple.Create(Will.strong, Will.strong)], okxc[annotator][sentence.Character][Will.strong])
* Math.Pow(bekef.Value[annotator][Tuple.Create(Will.strong, Will.weak)], okxc[annotator][sentence.Character][Will.weak]);
valueOfNumeratorForWeak *= Math.Pow(bekef.Value[annotator][Tuple.Create(Will.weak, Will.strong)], okxc[annotator][sentence.Character][Will.strong])
* Math.Pow(bekef.Value[annotator][Tuple.Create(Will.weak, Will.weak)], okxc[annotator][sentence.Character][Will.weak]);
}
//if (valueOfNumerator == 0) continue;
//乘以P(t|c)*P(c)
valueOfNumeratorForStrong *= sije.Value[sentence][labelsetj][Will.strong] * mce.Value[sentence.Character][Will.strong] * Math.Pow(labelsetj.HowStrong, 1);
valueOfNumeratorForWeak *= sije.Value[sentence][labelsetj][Will.weak] * mce.Value[sentence.Character][Will.weak] * Math.Pow(labelsetj.HowWeak, 1);
if (valueOfNumeratorForStrong != 0 || valueOfNumeratorForWeak != 0)
{
numerator[sentence].Add(labelsetj, new Dictionary <Will, double>());
numerator[sentence][labelsetj].Add(Will.strong, valueOfNumeratorForStrong);
numerator[sentence][labelsetj].Add(Will.weak, valueOfNumeratorForWeak);
}
}
double valueOfDenominator = 0;
foreach (Labelset Labelsetq in numerator[sentence].Keys)//因为是加，故只需遍历numerator里有的标注，不需遍历所有标注
{
valueOfDenominator += numerator[sentence][Labelsetq][Will.strong];
valueOfDenominator += numerator[sentence][Labelsetq][Will.weak];
}
denominator.Add(sentence, valueOfDenominator);
}
//计算Pdata和Sij
pdata = pdata != null ? new Pdata(++pdata.Time, pdata.Value) : new Pdata(1, 0);
sije = new Sije(++sije.Time);
foreach (Sentence sentence in Variable.Sentences)
{
sije.Value.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
foreach (Labelset labelset in numerator[sentence].Keys)
{
sije.Value[sentence].Add(labelset, new Dictionary <Will, double>());
sije.Value[sentence][labelset][Will.strong] = numerator[sentence][labelset][Will.strong] / denominator[sentence];//Dic赋值时没有的元素会自动加
sije.Value[sentence][labelset][Will.weak] = numerator[sentence][labelset][Will.weak] / denominator[sentence];
}
pdata.Value += -Math.Log(denominator[sentence]);
}
if (pdatas.Contains(pdata.Value) || (Math.Abs(pdata.MondifiedValue) <= Variable.ConvergeValueThreshold))
{
isFinished = true;
}
else
{
pdatas.Add(pdata.Value);
}
if (Variable.OutputPdata)
{
Variable.OutputFile.WriteLine(pdata.ToString());
}
return(isFinished);
}
static private bool CalculatePdataAndSije(ref Sije sije, PAkjl pakjl, BEkef bekef, Pje pje, Mce mce, IDictionary <Annotator, IDictionary <Character, IDictionary <Will, double> > > okxc, ref Pdata pdata, IList <double> pdatas, int groupIndex)
{
bool isFinished = false;
//sije的分子
IDictionary <Sentence, IDictionary <Labelset, IDictionary <Will, double> > > numerator = new Dictionary <Sentence, IDictionary <Labelset, IDictionary <Will, double> > >();
//sij的分母（P(data on i)）
IDictionary <Sentence, double> denominator = new Dictionary <Sentence, double>();
//计算分子
foreach (Sentence sentence in sije.Value.Keys)
{
numerator.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
#region 联合概率P(t,m)
IDictionary <Labelset, IDictionary <Will, double> > jointje;
if (pje == null)//PorS == PorSForJointje.S
{
//求后验概率P(t|e)，新增
jointje = new Dictionary <Labelset, IDictionary <Will, double> >();
IDictionary <Will, double> willDenominator = new Dictionary <Will, double>();
willDenominator.Add(Will.strong, 0);
willDenominator.Add(Will.weak, 0);
foreach (Labelset labelset in sije.Value[sentence].Keys)
{
//double valueOfStrong = sije.Value[sentence][labelset][Will.strong] * labelset.HowStrong;//这两个不科学
//double valueOfWeak = sije.Value[sentence][labelset][Will.weak] * labelset.HowWeak;
double valueOfStrong = sije.Value[sentence][labelset][Will.strong];
double valueOfWeak = sije.Value[sentence][labelset][Will.weak];
if (jointje.ContainsKey(labelset))
{
jointje[labelset][Will.strong] += valueOfStrong;
jointje[labelset][Will.weak] += valueOfWeak;
}
else
{
jointje.Add(labelset, new Dictionary <Will, double>());
jointje[labelset].Add(Will.strong, valueOfStrong);
jointje[labelset].Add(Will.weak, valueOfWeak);
}
willDenominator[Will.strong] += valueOfStrong;
willDenominator[Will.weak] += valueOfWeak;
}
//p(t|e)
foreach (Labelset labelset in jointje.Keys.ToArray())
{
if (willDenominator[Will.strong] != 0)
{
jointje[labelset][Will.strong] /= willDenominator[Will.strong];
}
if (willDenominator[Will.weak] != 0)
{
jointje[labelset][Will.weak] /= willDenominator[Will.weak];
}
}
//p(t|e)*p(x)
if (willDenominator[Will.strong] != 0 && willDenominator[Will.weak] != 0)//有一个等于0就不用再算了
{
foreach (Labelset labelset in jointje.Keys.ToArray())
{
jointje[labelset][Will.strong] *= mce.Value[sentence.Character][Will.strong];
jointje[labelset][Will.weak] *= mce.Value[sentence.Character][Will.weak];
}
}
}
else//PorS == PorSForJointje.P
{
jointje = pje.Value;
double valueOfStrong = 0;
double valueOfWeak = 0;
foreach (Labelset labelset in jointje.Keys.ToArray())
{
valueOfStrong += jointje[labelset][Will.strong];
valueOfWeak += jointje[labelset][Will.weak];
}
if (valueOfStrong != 0 && valueOfWeak != 0)
{
foreach (Labelset labelset in jointje.Keys.ToArray())
{
jointje[labelset][Will.strong] *= mce.Value[sentence.Character][Will.strong];
jointje[labelset][Will.weak] *= mce.Value[sentence.Character][Will.weak];
}
}
}
#endregion
foreach (Labelset labelsetj in jointje.Keys)//j: true label
{
#region P({n}|t,e)
double valueOfNumeratorForStrong = 1;
double valueOfNumeratorForWeak = 1;
foreach (Annotator annotator in sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic.Keys)
{
Labelset labelsetl = sentence.AnnotaitonGroups[groupIndex].AnnotatorAnnotationDic[annotator].ToLabelset(Variable.LabelArray);
if (pakjl.Value[annotator].ContainsKey(labelsetj))
{
if (pakjl.Value[annotator][labelsetj].ContainsKey(labelsetl))
{
valueOfNumeratorForStrong *= pakjl.Value[annotator][labelsetj][labelsetl];
valueOfNumeratorForWeak *= pakjl.Value[annotator][labelsetj][labelsetl];
}
else
{
valueOfNumeratorForStrong = 0;
valueOfNumeratorForWeak = 0;
break;
}
}
else
{
break;
}
//β部分的值（Personality新增）
valueOfNumeratorForStrong *= Math.Pow(bekef.Value[annotator][Tuple.Create(Will.strong, Will.strong)], okxc[annotator][sentence.Character][Will.strong])
* Math.Pow(bekef.Value[annotator][Tuple.Create(Will.strong, Will.weak)], okxc[annotator][sentence.Character][Will.weak]);
valueOfNumeratorForWeak *= Math.Pow(bekef.Value[annotator][Tuple.Create(Will.weak, Will.strong)], okxc[annotator][sentence.Character][Will.strong])
* Math.Pow(bekef.Value[annotator][Tuple.Create(Will.weak, Will.weak)], okxc[annotator][sentence.Character][Will.weak]);
}
#endregion
//乘以(P(t|e)*P(e))
valueOfNumeratorForStrong *= jointje[labelsetj][Will.strong];
valueOfNumeratorForWeak *= jointje[labelsetj][Will.weak];
if (valueOfNumeratorForStrong != 0 || valueOfNumeratorForWeak != 0)
{
numerator[sentence].Add(labelsetj, new Dictionary <Will, double>());
numerator[sentence][labelsetj].Add(Will.strong, valueOfNumeratorForStrong);
numerator[sentence][labelsetj].Add(Will.weak, valueOfNumeratorForWeak);
}
}
double valueOfDenominator = 0;
foreach (Labelset Labelsetq in numerator[sentence].Keys)//因为是加，故只需遍历numerator里有的标注，不需遍历所有标注
{
valueOfDenominator += numerator[sentence][Labelsetq][Will.strong];
valueOfDenominator += numerator[sentence][Labelsetq][Will.weak];
}
denominator.Add(sentence, valueOfDenominator);
}
//计算Pdata和Sij
pdata = pdata != null ? new Pdata(++pdata.Time, pdata.Value) : new Pdata(1, 0);
sije = new Sije(++sije.Time);
foreach (Sentence sentence in Variable.Sentences)
{
sije.Value.Add(sentence, new Dictionary <Labelset, IDictionary <Will, double> >());
foreach (Labelset labelset in numerator[sentence].Keys)
{
sije.Value[sentence].Add(labelset, new Dictionary <Will, double>());
sije.Value[sentence][labelset][Will.strong] = numerator[sentence][labelset][Will.strong] / denominator[sentence];//Dic赋值时没有的元素会自动加
sije.Value[sentence][labelset][Will.weak] = numerator[sentence][labelset][Will.weak] / denominator[sentence];
}
pdata.Value += -Math.Log(denominator[sentence]);
}
if (pdatas.Contains(pdata.Value) || (Math.Abs(pdata.MondifiedValue) <= Variable.ConvergeValueThreshold))
{
isFinished = true;
}
else
{
pdatas.Add(pdata.Value);
}
if (Variable.OutputPdata)
{
Variable.OutputFile.WriteLine(pdata.ToString());
}
return(isFinished);
}
public void TestMethod1()
{
var c1 = new Constant <int> {
value = 1
};
var c2 = new Constant <double> {
value = 3.3
};
var k1 = new Control {
name = "K1"
};
var p1 = new Primitive
{
name = "P1",
inputs = new UgenL(c1, c2),
rate = Rate.RateKr,
outputs = new RateList {
Rate.RateKr, Rate.RateIr
}
};
var p2 = new Primitive {
name = "P2", rate = Rate.RateAr
};
var mc1 = new Mce {
ugens = new UgenL(p1, p1)
};
var mc2 = new Mce {
ugens = new UgenL(p1, p2)
};
var mc3 = new Mce {
ugens = new UgenL(p1, p2, mc1)
};
var p3 = new Primitive
{
name = "P3",
inputs = new UgenL(mc1, mc3),
rate = Rate.RateKr,
outputs = new RateList {
Rate.RateIr
}
};
var il1 = new UgenL(c1, p2);
var il2 = new UgenL(c1, p2, c1, p2, c1);
var mg1 = new Mrg {
left = p1, right = mc1
};
var mg2 = new Mrg {
left = p2, right = p1
};
var mg3 = new Mrg {
left = mc1, right = p2
};
//var ill1 = new List<List<int>>{new List<int>{1,2,3}, new List<int>{4, 5, 6}};
var ill1 = new List <List <int> > {
new List <int> {
1, 2, 3
}, new List <int> {
4, 5, 6
}
};
var ill2 = transposer <int>(ill1);
var exmg1 = mce_extend(3, mg1);
var mc10 = mce_transform(p3);
var mc11 = mce_channels(mg3);
var nc1 = new NodeC {
nid = 10, value = 3
};
var nk1 = new NodeK {
name = "nk1", nid = 11, deflt = 5
};
var fpc1 = new FromPortC {
port_nid = 100
};
var fpk1 = new FromPortK {
port_nid = 101
};
var fpku1 = new FromPortU {
port_nid = 102, port_idx = 13
};
NodeC ndc1 = new NodeC {
nid = 20, value = 320
};
NodeC ndc2 = new NodeC {
nid = 21, value = 321
};
NodeK ndk1 = new NodeK {
nid = 30, name = "ndk1"
};
NodeK ndk2 = new NodeK {
nid = 31, name = "ndk2"
};
NodeU ndu1 = new NodeU
{
nid = 40,
name = "ndu1",
inputs = new UgenL(mg1, mg2),
outputs = new List <Rate> {
Rate.RateAr, Rate.RateKr, Rate.RateIr
},
ugenId = 2,
rate = Rate.RateAr
};
NodeU ndu2 = new NodeU
{
nid = 41,
name = "ndu2",
inputs = new UgenL(),
outputs = new List <Rate> {
},
ugenId = 3,
rate = Rate.RateAr
};
Graph gr1 = new Graph
{
nextId = 11,
constants = new List <NodeC> {
ndc1, ndc2
},
controls = new List <NodeK> {
ndk1, ndk2
},
ugens = new List <NodeU> {
ndu1, ndu2
}
};
var m1 = mk_map(gr1);
var mcs1 = m1.cs;
var n1 = mk_node_c(new Constant <int> {
value = 320
}, gr1);
var nn = (NodeC)n1.Item1;
var ck1 = new Control {
name = "ndk1", rate = Rate.RateKr, index = 3
};
var n2 = mk_node_k(ck1, gr1);
var nn2 = (NodeK)n2.Item1;
var n3 = mk_node(new Constant <int> {
value = 320
}, gr1);
var nn3 = (NodeC)n3.Item1;
var cs1 = new Constant <int> {
value = 11
};
Assert.IsTrue(p1.name == "P1", "Primitive Name");
Assert.IsTrue(p2.name == "P2", "Primitive Name 2");
Assert.IsTrue(p1 is Primitive, "Primitive type");
Assert.IsTrue(mc2 is Mce, "Mce type");
Assert.IsTrue(mce_degree(mc1) == 2, "mce_degree");
Assert.IsTrue(extend(il1.l, 7).Count == 7, "extend");
Assert.IsTrue(mce_extend(3, mc1).Count == 3, "mce_extend");
Assert.IsTrue(((Primitive)(object)(mce_extend(3, mc1)[2])).name == "P1", "mce_extend 2");
Assert.IsTrue(((Primitive)(object)(mce_extend(3, mg2)[2])).name == "P2", "mce_extend 3");
Assert.IsTrue(is_mce(mc1), "is_mce 1");
Assert.IsFalse(is_mce(mg1), "is_mce 2");
Assert.IsTrue(ill2.Count == 3, "transposer");
Assert.IsTrue(exmg1.Count == 3, "mce_extend");
Assert.IsTrue(mc10 is Mce, "mce_transform 1");
Assert.IsTrue(((Primitive)(object)mc10.ugens.l[2]).name == "P3", "mce_transform 2");
Assert.IsTrue(mc11.l.Count == 2, "mce_channels 1");
Assert.IsTrue(mc11.l[0] is Mrg, "mce_channels 2");
Assert.IsTrue(mc11.l[1] is Primitive, "mce_channels 3");
Assert.IsTrue(node_c_value(nc1) == 3, "node_c_value");
Assert.IsTrue(node_k_default(nk1) == 5, "node_k_default");
Assert.IsTrue(m1.cs.SequenceEqual(new List <int> {
20, 21
}), "mmap cs");
Assert.IsTrue(find_c_p(3, nc1), "find_c_p");
Assert.IsTrue(find_k_p("ndk1", ndk1), "find_k_p");
Assert.IsTrue(nn.nid == 20, "mk_node_c 1");
Assert.IsTrue(nn2.nid == 30, "mk_node_c 2");
Assert.IsTrue(nn3.nid == 20, "mk_node_c 3");
Assert.IsTrue(fetch(31, mk_map(gr1).ks) == 1, "fetch");
}