I am working on a tool, that translates filter strings into linq/efcore expressions. Say following filter string is given:
{
'condition': 'OR',
'rules': [
{ 'column': 'Foo', 'value': 'Bar' },
{ 'column': 'Foo', 'value': 'Baz' },
]
}
Using an efcore extension I can filter a model like so:
_dbContext.MyModel
.Filter(filterString)
.ToList();
The issue is, that the generated query uses case
instead of where
statements:
SELECT
*
FROM
[MyModel] AS [c]
WHERE
(
CASE
WHEN [c].[Foo] = "Bar" THEN CAST(1 AS bit)
ELSE CAST(0 AS bit)
END | CASE
WHEN [c].[Foo] = "Baz" THEN CAST(1 AS bit)
ELSE CAST(0 AS bit)
END
) = CAST(1 AS bit)
instead of:
SELECT
*
FROM
[MyModel] AS [c]
WHERE ([c].[Foo] = "Bar" OR [c].[Foo] = "Baz")
The last query takes much less time. Why is case
used instead of where
? Is it possible to instruct the parser to use where
?
Extension:
public static IQueryable<T> Filter<T>(this IQueryable<T> query, string? filter)
{
if (string.IsNullOrEmpty(filter))
{
return query;
}
Expression<Func<T, bool>>? predicate;
try
{
predicate = new FilterExpressionParser().ParseExpressionOf<T>(JsonDocument.Parse(filter));
}
catch (Exception ex)
{
throw new FilterException($"Filter \"{filter}\" could not be parsed into a predicate.", ex);
}
return query.Where(predicate);
}
The extension tries to parse the filter string as a json document and create an linq expression from it. The logic for that is inside the FilterExpressionParser:
using System.Linq.Expressions;
using System.Reflection;
using System.Text.Json;
public enum FilterConditionType
{
AND,
OR
}
public class FilterExpressionParser
{
public Expression<Func<T, bool>> ParseExpressionOf<T>(JsonDocument json)
{
var param = Expression.Parameter(typeof(T));
var conditions = ParseTree<T>(json.RootElement, param)!;
if (conditions.CanReduce)
{
conditions = conditions.ReduceAndCheck();
}
return Expression.Lambda<Func<T, bool>>(conditions, param);
}
private delegate Expression Binder(Expression? left, Expression? right);
private Expression? ParseTree<T>(JsonElement condition, ParameterExpression parameterExpression)
{
Expression? left = null;
var conditionString = condition.GetProperty(nameof(condition)).GetString()?.ToUpper();
if (!Enum.TryParse(conditionString, out FilterConditionType gate))
{
throw new ArgumentOutOfRangeException(nameof(condition), $"Not expected condition type: {condition}.");
}
JsonElement rules = condition.GetProperty(nameof(rules));
Binder binder = gate == FilterConditionType.AND ? Expression.And! : Expression.Or!;
Expression? bind(Expression? left, Expression? right) => left == null ? right : binder(left, right);
foreach (var rule in rules.EnumerateArray())
{
string? column = rule.GetProperty(nameof(column)).GetString();
object? toCompare = value.GetString().GetProperty(nameof(value));
Expression property = Expression.Property(parameterExpression, column);
BinaryExpression? right = Expression.Equal(property, Expression.Constant(toCompare, property.Type))
left = bind(left, right);
}
return left;
}
}
CodePudding user response:
For combining predicates you have used bitwise operators Expression.And
and Expression.Or
Bitwise and shift operators
In C# generated result looks like
e => (e.Some > 1) & (e.Some < 10) | (e.Some == -1)
So, EF is also trying to convert bit operations to the SQL.
Instead of them use Expression.AndAlso
and Expression.OrElse
which are Boolean logical operators
e => (e.Some > 1) && (e.Some < 10) || (e.Some == -1)
For analysis generated expressions, I would suggest to use ReadableExpressions.Visualizers and probably you will find mistake by yourself.