private List <Token> getNamedEntities(ICollection <Token> tokens)
{
NamedEntity prevNamedEntity = null;
string tempToken = string.Empty;
string prevPos = string.Empty;
var returnValue = new List <Token>();
foreach (var token in tokens)
{
if (prevNamedEntity == null || token.NamedEntity.Name != prevNamedEntity.Name)
{
if (!string.IsNullOrWhiteSpace(tempToken))
{
returnValue.Add(new Token(tempToken.Trim(), null, prevNamedEntity));
tempToken = string.Empty;
}
}
prevPos = token.PartOfSpeechTag.Name;
prevNamedEntity = token.NamedEntity;
if (token.NamedEntity.Name != "O")
{
tempToken += string.Format(" {0}", token.Value);
}
}
if (!string.IsNullOrWhiteSpace(tempToken))
{
returnValue.Add(new Token(tempToken.Trim(), new PartOfSpeechTag(prevPos, string.Empty), prevNamedEntity));
}
return(returnValue);
}
private DocumentDTO AssembleFrom(NamedEntity document)
{
DocumentDTO dto = new DocumentDTO();
dto.Description = document.Id.ToString() + " - " + document.Name;
return(dto);
}
public void TestEntitiesKnowWhatComponentsTheyContain()
{
var entity = new Entity();
var nameComponent = new NamedEntity("Test Entity");
entity.AddComponent(nameComponent);
Assert.IsTrue(entity.HasComponent(ComponentTypes.Name));
}
public void TestComponentsCanBeFoundByType()
{
var entity = new Entity();
var nameComponent = new NamedEntity("Test Entity");
entity.AddComponent(nameComponent);
var foundComponent = entity.FindComponentByType(ComponentTypes.Name);
Assert.AreSame(nameComponent, foundComponent);
}
/// <summary>
/// Appends the identifier of a named entity.
/// </summary>
/// <param name="namedEntity">the named entity</param>
/// <returns>this writer</returns>
public virtual VhdlWriter AppendIdentifier(NamedEntity namedEntity)
{
if (namedEntity != null)
{
Append(namedEntity.Identifier);
}
else
{
Append(NULL);
}
return(this);
}
protected override void Initialize()
{
// TODO: Add your initialization logic here
_graphics.PreferredBackBufferWidth = screenWidth;
_graphics.PreferredBackBufferHeight = screenHeight;
_graphics.ApplyChanges();
gameSceneManager = new GameSceneManager(this);
mob = new NamedEntity();
foreach (GameComponent component in Components)
{
ToggleComponentState(component, false);
}
base.Initialize();
}
public static User CreateComplexUser()
{
User ceo = new User();
ceo.Id = 102;
ceo.Age = 50;
ceo.FirstName = "Mega";
ceo.LastName = "Boss";
ceo.UserName = "******";
User boss = new User();
boss.Id = 101;
boss.Age = 40;
boss.FirstName = "X";
boss.LastName = "Y";
boss.UserName = "******";
boss.Boss = ceo;
User user = new User();
user.Id = 100;
user.Age = 33;
user.FirstName = "Zdeslav";
user.LastName = "Vojkovic";
user.UserName = "******";
user.Projects.Add(new Project("proj1"));
user.Projects.Add(new Project("proj2"));
user.Projects.Add(new Project("proj3"));
user.Projects[0].Tasks.Add(new Task(2));
user.Projects[0].Tasks.Add(new Task(4));
user.Projects[1].Tasks.Add(new Task(1));
user.Projects[1].Tasks.Add(new Task(4));
user.Projects[1].Tasks.Add(new Task(6));
NamedEntity[] docs = new NamedEntity[2];
docs[0] = new NamedEntity("doc1");
docs[1] = new NamedEntity("doc2");
docs[0].Id = 1000;
docs[1].Id = 1001;
user.Documents = docs;
user.Boss = boss;
return(user);
}
private void CreateEntitiesFromFormData()
{
Complainant = new Complainant(
(IsMissing(CompFirstName.Text) && IsMissing(CompLastName.Text)) ? "COMPLAINANT NAME" : (CompFirstName.Text.Trim() + " " + CompLastName.Text.Trim()),
new Address(
IsMissing(CompAddLine1.Text) ? "COMPLAINANT ADDRESS LINE 1" : CompAddLine1.Text,
IsMissing(CompAddLine2.Text) ? "COMPLAINANT ADDRESS LINE 2" : CompAddLine2.Text
),
DateOfHirePicker.Value,
DateOfTerminationPicker.Value,
IsMissing(CompEmail.Text) ? "COMPLAINANT EMAIL" : CompEmail.Text,
IsMissing(CompPhone.Text) ? "COMPLAINANT PHONE" : CompPhone.Text
);
Complainant.HasDefaultValues = IsMissing(CompFirstName.Text) ? true : false;
RespondentCompanyOne = new NamedEntityWithAddress(
IsMissing(RespComp1Name.Text) ? "RESPONDENT COMPANY 1" : RespComp1Name.Text,
new Address(
IsMissing(RespComp1AddLine1.Text) ? "RESPONDENT 1 ADDRESS LINE 1" : RespComp1AddLine1.Text,
IsMissing(RespComp1AddLine2.Text) ? "RESPONDENT 1 ADDRESS LINE 2" : RespComp1AddLine2.Text
)
);
RespondentCompanyOne.HasDefaultValues = IsMissing(RespComp1Name.Text) ? true : false;
RespondentCompanyTwo = new NamedEntityWithAddress(
IsMissing(RespComp2Name.Text) ? "RESPONDENT COMPANY 2" : RespComp2Name.Text,
new Address(
IsMissing(RespComp2AddLine1.Text) ? "RESPONDENT 2 ADDRESS LINE 1" : RespComp2AddLine1.Text,
IsMissing(RespComp2AddLine2.Text) ? "RESPONDENT 2 ADDRESS LINE 2" : RespComp2AddLine2.Text
)
);
RespondentCompanyTwo.HasDefaultValues = IsMissing(RespComp2Name.Text) ? true : false;
RespondentIndividualOne = new NamedEntity(IsMissing(RespInd1Name.Text) ? "RESPONDENT INDIVIDUAL 1" : RespInd1Name.Text);
RespondentIndividualOne.HasDefaultValues = IsMissing(RespInd1Name.Text) ? true : false;
RespondentIndividualTwo = new NamedEntity(IsMissing(RespInd2Name.Text) ? "RESPONDENT INDIVIDUAL 2" : RespInd2Name.Text);
RespondentIndividualTwo.HasDefaultValues = IsMissing(RespInd2Name.Text) ? true : false;
//NamedEntity[] AllRespondents = new NamedEntity[] { RespondentCompanyOne, RespondentCompanyTwo, RespondentIndividualOne, RespondentIndividualTwo };
SigningAttorney = new NamedEntity(IsMissing(AttorneyName.Text) ? "SIGNING ATTORNEY" : AttorneyName.Text);
OSHA = new OSHARegion(selectOSHA.Text);
}
public static User CreateComplexUser()
{
User ceo = new User();
ceo.Id = 102;
ceo.Age = 50;
ceo.FirstName = "Mega";
ceo.LastName = "Boss";
ceo.UserName = "******";
User boss = new User();
boss.Id = 101;
boss.Age = 40;
boss.FirstName = "X";
boss.LastName = "Y";
boss.UserName = "******";
boss.Boss = ceo;
User user = new User();
user.Id = 100;
user.Age = 33;
user.FirstName = "Zdeslav";
user.LastName = "Vojkovic";
user.UserName = "******";
user.Projects.Add(new Project("proj1"));
user.Projects.Add(new Project("proj2"));
user.Projects.Add(new Project("proj3"));
user.Projects[0].Tasks.Add(new Task(2));
user.Projects[0].Tasks.Add(new Task(4));
user.Projects[1].Tasks.Add(new Task(1));
user.Projects[1].Tasks.Add(new Task(4));
user.Projects[1].Tasks.Add(new Task(6));
NamedEntity[] docs = new NamedEntity[2];
docs[0] = new NamedEntity("doc1");
docs[1] = new NamedEntity("doc2");
docs[0].Id = 1000;
docs[1].Id = 1001;
user.Documents = docs;
user.Boss = boss;
return user;
}
private static int NamedEntitiesComparator(NamedEntity a, NamedEntity b)
{
if (a.start < b.start)
{
return(-1);
}
if (a.start > b.start)
{
return(1);
}
if (a.length > b.length)
{
return(-1);
}
if (a.length < b.length)
{
return(1);
}
return(0);
}
public void TestUniverseCanFindAllComponentsOfAType()
{
var firstName = new NamedEntity("First Name");
Entity.AddComponent(firstName);
var extraEntity = new Entity();
var extraName = new NamedEntity("Extra Name");
extraEntity.AddComponent(extraName);
Universe.AddEntity(extraEntity);
var otherComponent = new Component();
extraEntity.AddComponent(otherComponent);
var foundComponents =
Universe.FindAllComponentsOfType <NamedEntity>(ComponentTypes.Name);
Assert.AreEqual(2, foundComponents.Count);
}
public void SortsByNameAcending()
{
var namedEntities = new NamedEntity[] {
new NamedEntity {
Name = "A"
},
new NamedEntity {
Name = "D"
},
new NamedEntity {
Name = "C"
},
new NamedEntity {
Name = "B"
},
};
var result = _cut.Sort(namedEntities);
Assert.That(result, Is.Ordered.By("Name").Descending); // part of the commit that provokes a regression
// Assert.That(result, Is.Ordered.By("Name").Ascending);
}
//Entity Recognition
private List <NamedEntity> EntityRecognition(string textInput)
{
List <NamedEntity> entities = new List <NamedEntity>();
var response = client.RecognizeEntities(textInput);
Console.WriteLine("Named Entities:");
foreach (var entity in response.Value)
{
NamedEntity namedEntity = new NamedEntity();
Console.WriteLine($"\tText: {entity.Text},\tCategory: {entity.Category},\tSub-Category: {entity.SubCategory}");
Console.WriteLine($"\t\tScore: {entity.ConfidenceScore:F2}\n");
namedEntity.Id = entity.Text;
namedEntity.Text = entity.Text;
namedEntity.Category = entity.Category.ToString();
namedEntity.SubCategory = entity.SubCategory;
namedEntity.Score = entity.ConfidenceScore;
entities.Add(namedEntity);
}
return(entities);
}
private DocumentDTO AssembleFrom(NamedEntity document)
{
DocumentDTO dto = new DocumentDTO();
dto.Description = document.Id.ToString() + " - " + document.Name;
return dto;
}
public override IAwaitable TestExecute(IServices services)
{
NamedEntity targetEntity = (NamedEntity)_entityName.Int32(services);
return(ServiceId.Menu[services].ShowEnterNameDialog(targetEntity));
}
public static NamedEntityDTO MapToNamedEntityDTO(this NamedEntity source)
{
return(new NamedEntityDTO(source.Id, source.Name));
}
public override XmlSitemapNode CreateNode(UrlHelper urlHelper, string baseUrl, NamedEntity entity, UrlRecordCollection slugs, Language language)
{
var path = string.Empty;
switch (entity.EntityName)
{
case nameof(ForumGroup):
path = urlHelper.RouteUrl("ForumGroupSlug", new { id = entity.Id, slug = slugs.GetSlug(language.Id, entity.Id, true) });
break;
case nameof(Forum):
path = urlHelper.RouteUrl("ForumSlug", new { id = entity.Id, slug = slugs.GetSlug(language.Id, entity.Id, true) });
break;
case nameof(ForumTopic):
path = urlHelper.RouteUrl("TopicSlug", new { id = entity.Id, slug = entity.Slug });
break;
}
if (path.HasValue())
{
return(new XmlSitemapNode
{
LastMod = entity.LastMod,
Loc = baseUrl + path.TrimStart('/')
});
}
return(null);
}
public IAwaitable ShowEnterNameDialog(NamedEntity entity) => throw new NotSupportedException();
public CraftableEntity( NamedEntity entity )
{
Entity = entity;
}
public UsingOrganization(int usageId, NamedEntity organization)
{
ItSystemUsageId = usageId;
Organization = organization;
}
public IAwaitable ShowEnterNameDialog(NamedEntity entity)
{
// TODO: Field script
Console.WriteLine($"NotImplemented: {nameof(MenuService)}.{nameof(ShowEnterNameDialog)}({nameof(entity)}: {entity})");
return(DummyAwaitable.Instance);
}
/// <summary>
/// 为关系网图加入内容
/// </summary>
/// <param name="entityText"></param>
private void feedRelEntitys(NamedEntity ne)
{
entyLabel.Text = ne.value;
foreach (var relEntyLabel in relEntyLabelList)
{
relEntyLabel.Dispose();
}
//找10个出现频率最高的实体
var sectionIds = DBHelper.db.Queryable <EntityMention>()
.Where(it => it.entityId == ne.id)
.Select(em => em.sectionId).ToList();
var relEntyList = DBHelper.db.Queryable <EntityMention, Section>(
(em, sec) => em.sectionId == sec.id)
.Where(em => sectionIds.Contains(em.sectionId) && em.entityId != ne.id)
.GroupBy(em => em.entityId)
.OrderBy(em => SqlFunc.AggregateCount(em.entityId), OrderByType.Desc)
.Select((em, sec) => new { entityMention = em, section = sec })
.Take(10).ToList();
relEntyLabelList.Clear();
relColorList.Clear();
// 调整中心实体位置
int entyX = (int)(0.5 * (relNetPanel.Width - entyLabel.Width));
int entyY = (int)(0.5 * (relNetPanel.Height - entyLabel.Height));
entyLabel.Location = new Point(entyX, entyY);
entyLabel.MouseMove += (sender, e) => { if (e.Button == MouseButtons.Left)
{
((Label)sender).Location = relNetPanel.PointToClient(MousePosition);
}
};
// 关系实体排布一圈，远近不一
var radiusRand = new Random();
var colorRand = new Random();
var baseRadius = (int)(0.2 * relNetPanel.Height);
var intervalRadian = 2 * Math.PI / relEntyList.Count;
var radian = 0.0;
foreach (var emAndSec in relEntyList)
{
var relEnty = emAndSec.entityMention.value;
var relSentence = emAndSec.section.value;
if (relSentence.Length > 400)
{
relSentence = relSentence.Substring(0, 100);
relSentence += "...";
}
relSentence = new Regex(@"(\S{20})").Replace(relSentence, "$1\n");
var relEntyLabel = new Label();
relEntyLabel.MouseMove += (sender, e) => { if (e.Button == MouseButtons.Left)
{
((Label)sender).Location = relNetPanel.PointToClient(MousePosition);
}
};
relEntyLabel.Text = relEnty;
relEntyLabel.AutoSize = true;
relEntyLabel.BackColor = Color.WhiteSmoke;
this.relSentenceTip.SetToolTip(relEntyLabel, ne.value + "--" + relEnty + "\n" + relSentence);
int radius = radiusRand.Next(0, baseRadius) + baseRadius;
var relEntyX = (int)(entyX - radius * Math.Cos(radian));
var relEntyY = (int)(entyY - radius * Math.Sin(radian));
relEntyLabel.Location = new Point(relEntyX, relEntyY);
this.relColorList.Add(colorRand.Next(0, 4));
relNetPanel.Controls.Add(relEntyLabel);
relEntyLabelList.Add(relEntyLabel);
radian += intervalRadian;
}
}
private static void ExecutiveFunctions_ContextRecognition(object sender, Galatea.AI.Abstract.ContextRecognitionEventArgs e)
{
_namedTemplate = e.NamedTemplate;
_namedEntity = e.NamedEntity;
}
/// <summary>
/// 对section进行命名实体识别
/// </summary>
/// <param name="sectionIndex">section在新闻中的位置</param>
/// <param name="tokens">section中词--词性pair的集合</param>
private void splitEntity(int sectionIndex, string content)
{
string sentence = "";
int entityFlag = -1;
int wordIndex = -1;
if (content.Equals("") || content.Equals(" "))
{
return;
}
addMargin();//段首添加缩进
string[] tokens = content.Split(' ');
foreach (string wordWithFlag in tokens)
{
string[] tempArray = wordWithFlag.Split('/');
string word = tempArray[0];
string flag = tempArray[1];
int wordFlag = Array.IndexOf(Const.entityList, flag);
if (sentence != "")
{
if (entityFlag == wordFlag)
{
sentence += word;
wordIndex++;
}
else
{
addText(sentence, entityFlag);
if (entityFlag >= 0 && entityFlag != 4) //找到entity
{
var entityMention = new EntityMention();
entityMention.indexInSection = wordIndex;
entityMention.indexInNews = wordIndex + sectionIndex;
entityMention.newsId = this.newsId;
entityMention.value = sentence;
entityMentionList.Add(entityMention);
if (!entityMap.ContainsKey(sentence))
{
var entity = DBHelper.db.Queryable <NamedEntity>().Where(it => it.value == sentence).First();
if (entity == null) //只保存未存入数据库的
{
entity = new NamedEntity();
entity.value = sentence;
entityMap.Add(sentence, entity);
}
}
}
entityFlag = wordFlag;
sentence = word;
wordIndex++;
}
}
else
{
entityFlag = wordFlag;
sentence = word;
wordIndex++;
}
}
if (sentence != "")
{
addText(sentence, entityFlag);
addLineBreak();
}
}
private static int NamedEntitiesComparator(NamedEntity a, NamedEntity b)
{
if (a.start < b.start) return -1;
if (a.start > b.start) return 1;
if (a.length > b.length) return -1;
if (a.length < b.length) return 1;
return 0;
}
