C# LINQ:动态选择
假设我们有这个类:C# LINQ:动态选择,c#,linq,dynamic-linq,C#,Linq,Dynamic Linq,假设我们有这个类: public class Data { public string Field1 { get; set; } public string Field2 { get; set; } public string Field3 { get; set; } public string Field4 { get; set; } public string Field5 { get; set; } } 如何动态选择指定列?大概是这样的
public class Data
{
public string Field1 { get; set; }
public string Field2 { get; set; }
public string Field3 { get; set; }
public string Field4 { get; set; }
public string Field5 { get; set; }
}
如何动态选择指定列?大概是这样的:
var list = new List<Data>();
var result= list.Select("Field1,Field2"); // How ?
var list=newlist();
变量结果=列表。选择(“字段1,字段2”);//怎样?
这是唯一的解决方案=>?所选字段在编译时未知。它们将在运行时使用反射和表达式指定,bulid可以执行您所说的。
var result = from g in list.AsEnumerable()
select new {F1 = g.Field1,F2 = g.Field2};
例如:
var list=newlist();
//创建表达式树以创建参数
ParameterExpression param=表达式参数(typeof(Data),“d”);
//bulid表达式树:data.Field1
表达式选择器=Expression.Property(param,typeof(Data).GetProperty(“Field1”);
Expression pred=Expression.Lambda(选择器,参数);
//bulid表达式树:选择(d=>d.Field1)
Expression expr=Expression.Call(typeof(Queryable),“选择”,
新类型[]{typeof(数据),typeof(字符串)},
Expression.Constant(list.AsQueryable()),pred);
//创建动态查询
IQueryable query=list.AsQueryable().Provider.CreateQuery(expr);
var result=query.ToList();
您可以通过动态创建传递给选择:
Func<Data,Data> CreateNewStatement( string fields )
{
// input parameter "o"
var xParameter = Expression.Parameter( typeof( Data ), "o" );
// new statement "new Data()"
var xNew = Expression.New( typeof( Data ) );
// create initializers
var bindings = fields.Split( ',' ).Select( o => o.Trim() )
.Select( o => {
// property "Field1"
var mi = typeof( Data ).GetProperty( o );
// original value "o.Field1"
var xOriginal = Expression.Property( xParameter, mi );
// set value "Field1 = o.Field1"
return Expression.Bind( mi, xOriginal );
}
);
// initialization "new Data { Field1 = o.Field1, Field2 = o.Field2 }"
var xInit = Expression.MemberInit( xNew, bindings );
// expression "o => new Data { Field1 = o.Field1, Field2 = o.Field2 }"
var lambda = Expression.Lambda<Func<Data,Data>>( xInit, xParameter );
// compile to Func<Data, Data>
return lambda.Compile();
}
您必须使用反射来获取和设置属性值及其名称
var result = new List<Data>();
var data = new Data();
var type = data.GetType();
var fieldName = "Something";
for (var i = 0; i < list.Count; i++)
{
foreach (var property in data.GetType().GetProperties())
{
if (property.Name == fieldName)
{
type.GetProperties().FirstOrDefault(n => n.Name == property.Name).SetValue(data, GetPropValue(list[i], property.Name), null);
result.Add(data);
}
}
}
除了Nicholas Butler和Matt评论中的提示(使用
T
作为输入类的类型),我还对Nicholas的答案进行了改进,它动态生成实体的属性,并且函数不需要将字段作为参数发送
如需使用,请按如下方式添加类:
public static class Helpers
{
public static Func<T, T> DynamicSelectGenerator<T>(string Fields = "")
{
string[] EntityFields;
if (Fields == "")
// get Properties of the T
EntityFields = typeof(T).GetProperties().Select(propertyInfo => propertyInfo.Name).ToArray();
else
EntityFields = Fields.Split(',');
// input parameter "o"
var xParameter = Expression.Parameter(typeof(T), "o");
// new statement "new Data()"
var xNew = Expression.New(typeof(T));
// create initializers
var bindings = EntityFields.Select(o => o.Trim())
.Select(o =>
{
// property "Field1"
var mi = typeof(T).GetProperty(o);
// original value "o.Field1"
var xOriginal = Expression.Property(xParameter, mi);
// set value "Field1 = o.Field1"
return Expression.Bind(mi, xOriginal);
}
);
// initialization "new Data { Field1 = o.Field1, Field2 = o.Field2 }"
var xInit = Expression.MemberInit(xNew, bindings);
// expression "o => new Data { Field1 = o.Field1, Field2 = o.Field2 }"
var lambda = Expression.Lambda<Func<T, T>>(xInit, xParameter);
// compile to Func<Data, Data>
return lambda.Compile();
}
}
using (AppDbContext db = new AppDbContext())
{
//select "Field1, Field2" from entity
var result = db.SampleEntity.Select(Helpers.DynamicSelectGenerator<SampleEntity>("Field1, Field2")).ToList();
//select all field from entity
var result1 = db.SampleEntity.Select(Helpers.DynamicSelectGenerator<SampleEntity>()).ToList();
}
s => new Shipment {
Sender = new Address {
CityId = s.Sender.CityId,
CityName = s.Sender.CityName
}
}
(假设您有一个名为AppDbContext
的DbContext
,上下文有一个名为SampleEntity
的实体)我使用的另一种方法是嵌套三元运算符:
string col = "Column3";
var query = table.Select(i => col == "Column1" ? i.Column1 :
col == "Column2" ? i.Column2 :
col == "Column3" ? i.Column3 :
col == "Column4" ? i.Column4 :
null);
三元运算符要求每个字段都是相同的类型,因此您需要对任何非字符串列调用.ToString()。我已经生成了自己的类,用于相同的用途
github要点:
它为给定字符串生成动态选择lambda,还支持两级嵌套属性
用法示例如下:
class Shipment {
// other fields...
public Address Sender;
public Address Recipient;
}
class Address {
public string AddressText;
public string CityName;
public string CityId;
}
// in the service method
var shipmentDtos = _context.Shipments.Where(s => request.ShipmentIdList.Contains(s.Id))
.Select(new SelectLambdaBuilder<Shipment>().CreateNewStatement(request.Fields)) // request.Fields = "Sender.CityName,Sender.CityId"
.ToList();
你也可以在这里找到我的问题和答案:
公共类SelectLambdaBuilder
{
//出于性能考虑,我缓存了已经计算过的类型属性
私有静态字典_typePropertyInfoMappings=new Dictionary();
私有只读类型_typeOfBaseClass=typeof(T);
专用字典GetFieldMapping(字符串字段)
{
var selectedFieldsMap=新字典();
foreach(字段中的变量s.Split(','))
{
var nestedFields=s.Split('.')。选择(f=>f.Trim()).ToArray();
var nestedValue=nestedFields.Length>1?nestedFields[1]:null;
if(selectedFieldsMap.Keys.Any(key=>key==nestedFields[0]))
{
selectedFieldsMap[nestedFields[0]]。添加(nestedValue);
}
其他的
{
selectedFieldsMap.Add(nestedFields[0],新列表{nestedValue});
}
}
返回selectedFieldsMap;
}
公共函数CreateNewStatement(字符串字段)
{
ParameterExpression xParameter=表达式参数(_typeOfBaseClass,“s”);
NewExpression xNew=Expression.New(_typeOfBaseClass);
var selectFields=GetFieldMapping(字段);
var shpNestedPropertyBindings=新列表();
foreach(selectFields中的var keyValuePair)
{
PropertyInfo[]propertyInfos;
if(!\u typePropertyInfoMappings.TryGetValue(\u typeOfBaseClass,out propertyInfos))
{
var properties=_typeOfBaseClass.GetProperties();
propertyInfos=属性;
_添加(_typeOfBaseClass,properties);
}
var propertyType=propertyInfo
.FirstOrDefault(p=>p.Name.ToLowerInvariant().Equals(keyValuePair.Key.ToLowerInvariant()))
.属性类型;
if(propertyType.IsClass)
{
PropertyInfo-objClassPropInfo=\u-typeOfBaseClass.GetProperty(keyValuePair.Key);
MemberExpression objNestedMemberExpression=Expression.Property(xParameter,objClassPropInfo);
NewExpression innerObjNew=Expression.New(propertyType);
var nestedBindings=keyValuePair.Value.Select(v=>
{
PropertyInfo nestedObjPropInfo=propertyType.GetProperty(v);
MemberExpression nestedOrigin2=Expression.Property(objNestedMemberExpression,nestedObjPropInfo);
var binding2=Expression.Bind(nestedObjPropInfo,nestedOrigin2);
返回绑定2;
});
MemberInitExpression nestedInit=Expression.MemberInit(innerObjNew,nestedBindings);
shpNestedPropertyBindings.Add(Expression.Bind(objClassPropInfo,nestedInit));
}
其他的
{
表达式mbr=X参数;
mbr=Expression.PropertyOrField(mbr,keyValuePair.Key);
PropertyInfo mi=_typeOfBaseClass.GetProperty(((MemberExpression)mbr.Member.Name);
var xOriginal=Expression.Property(xParameter,mi);
shpNestedPropertyBindings.Add(Expression.Bind(mi,xOriginal));
}
}
var xInit=Expression.MemberInit(xNew,shpNestedPropertyBindings);
var lambda=表达式.lambda(xInit,xParameter);
返回lambda.Compile();
}
我在下面一行中编写了这个方法,因为您可以利用Nicholas Butler和Ali使用嵌套字段
您可以使用此方法动态创建lambda以传递给select
,也可以用于嵌套字段。您还可以使用IQueryable
案例
/// <param name="Fields">
/// Format1: "Field1"
/// Format2: "Nested1.Field1"
/// Format3: "Field1:Field1Alias"
/// </param>
public static Expression<Func<T, TSelect>> DynamicSelectGenerator<T, TSelect>(params string[] Fields)
{
string[] EntityFields = Fields;
if (Fields == null || Fields.Length == 0)
// get Properties of the T
EntityFields = typeof(T).GetProperties().Select(propertyInfo => propertyInfo.Name).ToArray();
// input parameter "x"
var xParameter = Expression.Parameter(typeof(T), "x");
// new statement "new Data()"
var xNew = Expression.New(typeof(TSelect));
// create initializers
var bindings = EntityFields
.Select(x =>
{
string[] xFieldAlias = x.Split(":");
string field = xFieldAlias[0];
string[] fieldSplit = field.Split(".");
if (fieldSplit.Length > 1)
{
// original value "x.Nested.Field1"
Expression exp = xParameter;
foreach (string item in fieldSplit)
exp = Expression.PropertyOrField(exp, item);
// property "Field1"
PropertyInfo member2 = null;
if (xFieldAlias.Length > 1)
member2 = typeof(TSelect).GetProperty(xFieldAlias[1]);
else
member2 = typeof(T).GetProperty(fieldSplit[fieldSplit.Length - 1]);
// set value "Field1 = x.Nested.Field1"
var res = Expression.Bind(member2, exp);
return res;
}
// property "Field1"
var mi = typeof(T).GetProperty(field);
PropertyInfo member;
if (xFieldAlias.Length > 1)
member = typeof(TSelect).GetProperty(xFieldAlias[1]);
else member = typeof(TSelect).GetProperty(field);
// original value "x.Field1"
var xOriginal = Expression.Property(xParameter, mi);
// set value "Field1 = x.Field1"
return Expression.Bind(member, xOriginal);
}
);
// initialization "new Data { Field1 = x.Field1, Field2 = x.Field2 }"
var xInit = Expression.MemberInit(xNew, bindings);
// expression "x => new Data { Field1 = x.Field1, Field2 = x.Field2 }"
var lambda = Expression.Lambda<Func<T, TSelect>>(xInit, xParameter);
return lambda;
}
//
///格式1:“字段1”
///格式2:“嵌套1.Field1”
///格式3:“字段1:Field1Alias”
///
公共静态表达式DynamicSelectGenerator(参数字符串[]字段)
{
字符串[]EntityFields=字段;
if(Fields==null | | Fields.Length==0)
//获取T的属性
全部
class Shipment {
// other fields...
public Address Sender;
public Address Recipient;
}
class Address {
public string AddressText;
public string CityName;
public string CityId;
}
// in the service method
var shipmentDtos = _context.Shipments.Where(s => request.ShipmentIdList.Contains(s.Id))
.Select(new SelectLambdaBuilder<Shipment>().CreateNewStatement(request.Fields)) // request.Fields = "Sender.CityName,Sender.CityId"
.ToList();
s => new Shipment {
Sender = new Address {
CityId = s.Sender.CityId,
CityName = s.Sender.CityName
}
}
public class SelectLambdaBuilder<T>
{
// as a performence consideration I cached already computed type-properties
private static Dictionary<Type, PropertyInfo[]> _typePropertyInfoMappings = new Dictionary<Type, PropertyInfo[]>();
private readonly Type _typeOfBaseClass = typeof(T);
private Dictionary<string, List<string>> GetFieldMapping(string fields)
{
var selectedFieldsMap = new Dictionary<string, List<string>>();
foreach (var s in fields.Split(','))
{
var nestedFields = s.Split('.').Select(f => f.Trim()).ToArray();
var nestedValue = nestedFields.Length > 1 ? nestedFields[1] : null;
if (selectedFieldsMap.Keys.Any(key => key == nestedFields[0]))
{
selectedFieldsMap[nestedFields[0]].Add(nestedValue);
}
else
{
selectedFieldsMap.Add(nestedFields[0], new List<string> { nestedValue });
}
}
return selectedFieldsMap;
}
public Func<T, T> CreateNewStatement(string fields)
{
ParameterExpression xParameter = Expression.Parameter(_typeOfBaseClass, "s");
NewExpression xNew = Expression.New(_typeOfBaseClass);
var selectFields = GetFieldMapping(fields);
var shpNestedPropertyBindings = new List<MemberAssignment>();
foreach (var keyValuePair in selectFields)
{
PropertyInfo[] propertyInfos;
if (!_typePropertyInfoMappings.TryGetValue(_typeOfBaseClass, out propertyInfos))
{
var properties = _typeOfBaseClass.GetProperties();
propertyInfos = properties;
_typePropertyInfoMappings.Add(_typeOfBaseClass, properties);
}
var propertyType = propertyInfos
.FirstOrDefault(p => p.Name.ToLowerInvariant().Equals(keyValuePair.Key.ToLowerInvariant()))
.PropertyType;
if (propertyType.IsClass)
{
PropertyInfo objClassPropInfo = _typeOfBaseClass.GetProperty(keyValuePair.Key);
MemberExpression objNestedMemberExpression = Expression.Property(xParameter, objClassPropInfo);
NewExpression innerObjNew = Expression.New(propertyType);
var nestedBindings = keyValuePair.Value.Select(v =>
{
PropertyInfo nestedObjPropInfo = propertyType.GetProperty(v);
MemberExpression nestedOrigin2 = Expression.Property(objNestedMemberExpression, nestedObjPropInfo);
var binding2 = Expression.Bind(nestedObjPropInfo, nestedOrigin2);
return binding2;
});
MemberInitExpression nestedInit = Expression.MemberInit(innerObjNew, nestedBindings);
shpNestedPropertyBindings.Add(Expression.Bind(objClassPropInfo, nestedInit));
}
else
{
Expression mbr = xParameter;
mbr = Expression.PropertyOrField(mbr, keyValuePair.Key);
PropertyInfo mi = _typeOfBaseClass.GetProperty( ((MemberExpression)mbr).Member.Name );
var xOriginal = Expression.Property(xParameter, mi);
shpNestedPropertyBindings.Add(Expression.Bind(mi, xOriginal));
}
}
var xInit = Expression.MemberInit(xNew, shpNestedPropertyBindings);
var lambda = Expression.Lambda<Func<T,T>>( xInit, xParameter );
return lambda.Compile();
}
/// <param name="Fields">
/// Format1: "Field1"
/// Format2: "Nested1.Field1"
/// Format3: "Field1:Field1Alias"
/// </param>
public static Expression<Func<T, TSelect>> DynamicSelectGenerator<T, TSelect>(params string[] Fields)
{
string[] EntityFields = Fields;
if (Fields == null || Fields.Length == 0)
// get Properties of the T
EntityFields = typeof(T).GetProperties().Select(propertyInfo => propertyInfo.Name).ToArray();
// input parameter "x"
var xParameter = Expression.Parameter(typeof(T), "x");
// new statement "new Data()"
var xNew = Expression.New(typeof(TSelect));
// create initializers
var bindings = EntityFields
.Select(x =>
{
string[] xFieldAlias = x.Split(":");
string field = xFieldAlias[0];
string[] fieldSplit = field.Split(".");
if (fieldSplit.Length > 1)
{
// original value "x.Nested.Field1"
Expression exp = xParameter;
foreach (string item in fieldSplit)
exp = Expression.PropertyOrField(exp, item);
// property "Field1"
PropertyInfo member2 = null;
if (xFieldAlias.Length > 1)
member2 = typeof(TSelect).GetProperty(xFieldAlias[1]);
else
member2 = typeof(T).GetProperty(fieldSplit[fieldSplit.Length - 1]);
// set value "Field1 = x.Nested.Field1"
var res = Expression.Bind(member2, exp);
return res;
}
// property "Field1"
var mi = typeof(T).GetProperty(field);
PropertyInfo member;
if (xFieldAlias.Length > 1)
member = typeof(TSelect).GetProperty(xFieldAlias[1]);
else member = typeof(TSelect).GetProperty(field);
// original value "x.Field1"
var xOriginal = Expression.Property(xParameter, mi);
// set value "Field1 = x.Field1"
return Expression.Bind(member, xOriginal);
}
);
// initialization "new Data { Field1 = x.Field1, Field2 = x.Field2 }"
var xInit = Expression.MemberInit(xNew, bindings);
// expression "x => new Data { Field1 = x.Field1, Field2 = x.Field2 }"
var lambda = Expression.Lambda<Func<T, TSelect>>(xInit, xParameter);
return lambda;
}
var s = DynamicSelectGenerator<SalesTeam, SalesTeamSelect>(
"Name:SalesTeamName",
"Employee.FullName:SalesTeamExpert"
);
var res = _context.SalesTeam.Select(s);
public class SalesTeam
{
public string Name {get; set; }
public Guid EmployeeId { get; set; }
public Employee Employee { get; set; }
}
public class SalesTeamSelect
{
public string SalesTeamName {get; set; }
public string SalesTeamExpert {get; set; }
}
var numbers = new List<int> { 1, 2, 3 };
var wrapped = numbers.Select(num => new { Value = num }).ToList();
// the "it" keyword functions as the lambda parameter,
// so essentialy it's like calling: numbers.Select(num => num)
var selectedNumbers = numbers.Select("it");
// the following is the equivalent of calling: wrapped.Select(num => num.Value)
var selectedValues = wrapped.Select("Value");
// the following is the equivalent of calling: numbers.Select(num => new { Value = num })
var selectedObjects = numbers.Select("new(it as Value)");
foreach (int num in selectedNumbers) Console.WriteLine(num);
foreach (int val in selectedValues) Console.WriteLine(val);
foreach (dynamic obj in selectedObjects) Console.WriteLine(obj.Value);
var numbers = new List<int> { 1, 2, 3 };
var wrapped = numbers.Select(num => new { Value = num }).ToList();
// the following is the equivalent of calling: numbers.Select(num => num).ToList()
var selectedNumbers = numbers.Select<int>("it").ToList();
// the following is the equivalent of calling: wrapped.Select(num => num.Value).ToList()
var selectedValues = wrapped.Select<int>("Value").ToList();
// the following is the equivalent of calling: numbers.Select(num => new { Value = num }).ToList()
var selectedObjects = numbers.Select<object>("new(it as Value)").ToList();
public object CreateShappedObject(object obj, List<string> lstFields)
{
if (!lstFields.Any())
{
return obj;
}
else
{
ExpandoObject objectToReturn = new ExpandoObject();
foreach (var field in lstFields)
{
var fieldValue = obj.GetType()
.GetProperty(field, BindingFlags.IgnoreCase | BindingFlags.Public | BindingFlags.Instance)
.GetValue(obj, null);
((IDictionary<string, object>)objectToReturn).Add(field, fieldValue);
}
return objectToReturn;
}
}
public IHttpActionResult Get(string fields = null)
{
try
{
List<string> lstFields = new List<string>();
if (fields != null)
{
lstFields = fields.ToLower().Split(',').ToList();
}
// Custom query
var result = db.data.Select(i => CreateShappedObject(new Data()
, lstFields)).ToList();
return Ok(result);
}
catch(Exception)
{
return InternalServerError();
}
}