fuzzy search examine lucene

Owain Williams 432 posts 1288 karma points MVP 3x c-trib

Feb 17, 2017 @ 12:20

Fuzzy Search - Examine Lucene

I have been trying to get my search box to allow for Fuzzy search but I think I must be missing something somewhere. I've been following the tutorial from codeshare.co.uk on advanced searches and the search works as expected but now I am trying to extend this.

I thought it would be as simple as adding .Fuzzy(0.5f).Value to my SearchTerm but it doesn't seem to be the case.

The search continues to work but if I type 'tree' for example, I would expect to see results for 'trees'.

This is my controller code - which is idential to the codeshare examples other than the addition of a namespace and fuzzy to my HttpPost section where I've added Fuzzy.

    using System.Web.Mvc;
using Umbraco.Web.Mvc;
using wildsite.Models;
using Umbraco.Web;
using wildsite.Helpers;
using System.Collections.Generic;
using Examine.LuceneEngine.SearchCriteria;

namespace wildsite.Controllers
{
    public class SearchController : SurfaceController
    {
        #region Private Variables and Methods

        private SearchHelper _searchHelper { get { return new SearchHelper(new UmbracoHelper(UmbracoContext.Current)); } }

        private string PartialViewPath(string name)
        {
            return $"~/Views/Partials/Search/{name}.cshtml";
        }

        private List<SearchGroup> GetSearchGroups(SearchViewModel model)
        {
            List<SearchGroup> searchGroups = null;
            if (!string.IsNullOrEmpty(model.FieldPropertyAliases))
            {
                searchGroups = new List<SearchGroup>();
                searchGroups.Add(new SearchGroup(model.FieldPropertyAliases.Split(','), new string[] { model.SearchTerm }));
            }
            return searchGroups;
        }

        #endregion

        #region Controller Actions

        [HttpGet]
        public ActionResult RenderSearchForm(string query, string docTypeAliases, string fieldPropertyAliases, int pageSize, int pagingGroupSize)
        {
            SearchViewModel model = new SearchViewModel();
            if (!string.IsNullOrEmpty(query))
            {

                model.SearchTerm = query;
                model.DocTypeAliases = docTypeAliases;
                model.FieldPropertyAliases = fieldPropertyAliases;
                model.PageSize = pageSize;
                model.PagingGroupSize = pagingGroupSize;
                model.SearchGroups = GetSearchGroups(model);
                model.SearchResults = _searchHelper.GetSearchResults(model, Request.Form.AllKeys);
            }
            return PartialView(PartialViewPath("_SearchForm"), model);
        }



        [HttpPost]
        public ActionResult SubmitSearchForm(SearchViewModel model)
        {
            if (ModelState.IsValid)
            {
                if (!string.IsNullOrEmpty(model.SearchTerm))
                {
                    model.SearchTerm = model.SearchTerm.Fuzzy(0.1f).Value;
                    model.SearchGroups = GetSearchGroups(model);
                    model.SearchResults = _searchHelper.GetSearchResults(model, Request.Form.AllKeys);
                }
                return RenderSearchResults(model.SearchResults);
            }
            return null;
        }

        public ActionResult RenderSearchResults(SearchResultsModel model)
        {
            return PartialView(PartialViewPath("_SearchResults"), model);
        }

        #endregion

    }
}

Can anyone steer me in the right direction of where I've gone wrong?

Thanks,

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Steven Harland 78 posts 497 karma points c-trib

Feb 17, 2017 @ 21:35

Hi Owain,

Here's one way to do it.

Modify your SearchGroup class so that SearchTerms becomes an array of IExamineValue instead of string:

using Examine.SearchCriteria;

namespace CodeShare.Library.Models
{
    public class SearchGroup
    {
        public string[] FieldsToSearchIn { get; set; }
        public IExamineValue[] SearchTerms { get; set; }

        public SearchGroup(string[] fieldsToSearchIn, IExamineValue[] searchTerms)
        {
            FieldsToSearchIn = fieldsToSearchIn;
            SearchTerms = searchTerms;
        }
    }
}

Then update your GetSearchGroups method as follows:

private List<SearchGroup> GetSearchGroups(SearchViewModel model)
{
    List<SearchGroup> searchGroups = null;
    if (!string.IsNullOrEmpty(model.FieldPropertyAliases))
    {
        searchGroups = new List<SearchGroup>();
        searchGroups.Add(new SearchGroup(model.FieldPropertyAliases.Split(','), new IExamineValue[] { model.SearchTerm.Fuzzy(0.5f) }));
    }
    return searchGroups;
}

Note the call to Fuzzy here which returns an IExamineValue.

Finally, you can remove this line:

model.SearchTerm = model.SearchTerm.Fuzzy(0.1f).Value;

Hope this helps.

Steven

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Owain Williams 432 posts 1288 karma points MVP 3x c-trib

Feb 27, 2017 @ 11:33

Works perfectly - thanks for your help!

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Edgar Rasquin 174 posts 467 karma points

Oct 17, 2019 @ 08:38

Hi Steven,

with my Search Term I got this working just fine.

My problem is to pass in multiple search words from a multi dropdown list:

enter image description here

They should be treated as "Or()"

Here is my code:

if (model.location != null)
        {
            IExamineValue[] stringValues = new IExamineValue[0];

            if (searchGroups == null)
            {
                searchGroups = new List<SearchGroup>();
            }

            foreach (string item in model.location)
            {
                searchGroups.Add(new SearchGroup(new string[] { "location" }, new[] { item.Boost(1f) }));
            }
        }

But this way its been treated as And() and therefore the search returns no results as soon as there are two locations checked.

Can you help me?

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MuirisOG 378 posts 1277 karma points

Oct 17, 2019 @ 10:00

Hi Edgar,

here's a sample of our code, which (at the moment) is in a View.

First, set some variables (not all shown)...

var q = pSearchTerm;
var examineSearcherName = pExamineSearcherName;
var Searcher = ExamineManager.Instance.SearchProviderCollection[examineSearcherName];
var sc = Searcher.CreateSearchCriteria(Examine.SearchCriteria.BooleanOperation.Or);

Then do the search ...

//***
//* Get searchResults
//*
// exact phrase match - case sensitive, but include wildcard
// Note: p_categorylist is set to "No Search" on pages we want to exclude
var query = sc.GroupedOr(new[] { mainField, titleField }, q.MultipleCharacterWildcard()).Not().Field("p_categorylist", "No Search");
// split on words use fuzzy to make case-insensitive
foreach (var t in q.Split(new[] { ' ' }, StringSplitOptions.RemoveEmptyEntries)) { query.Or().GroupedOr(new[] { mainField, titleField, metaKeywordsField, metaDescriptionField }, t.Fuzzy(0.8f)); }
// Note: 0.04f returns more partial matches than 0.05f
var searchResults = Searcher.Search(query.Compile()).OrderByDescending(x => x.Score).TakeWhile(x => x.Score > 0.04f);
//* End of "Get searchResults"

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Edgar Rasquin 174 posts 467 karma points

Oct 17, 2019 @ 13:16

Hi MuirisOG,

thanks for your reply. Your approach is similar to my first implementation before including fuzzy search.

Before I changed

public string[] SearchTerms { get; set; }

into

public IExamineValue[] SearchTerms { get; set; }

I would just hand in the searchTerms as string[] arrays:

if (model.location != null)
        {
            string[] stringValues = new string[0];

            int dim = 0;
            foreach (string item in model.location)
            {
                dim++;
                Array.Resize(ref stringValues, dim);
                stringValues.SetValue(item, dim - 1);
            }

            if (searchGroups == null)
            {
                searchGroups = new List<SearchGroup>();
            }
            searchGroups.Add(new SearchGroup(new string[] { "location" }, stringValues ));
        }

But since I now need to place the value as an IExamineValue I don't know how to handle this anymore.

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Stefano 61 posts 312 karma points c-trib

Feb 18, 2017 @ 10:46

I use this helper class to do fuzzy partial searches

public static class Examine
{
    /// <summary>
    ///     Builds and run the Lucene query.
    /// </summary>
    public static ISearchResults Search(string query)
    {
        var searcher = ExamineManager.Instance.SearchProviderCollection["ExternalSearcher"];
        var luceneQuery = new StringBuilder();

        if (!string.IsNullOrWhiteSpace(query))
        {
            // Split the words so that it will search for each with an OR. It's necessary because
            // name and surname are in two different fields.
            var searchTerms = query
                .Split(new[] {' '}, StringSplitOptions.RemoveEmptyEntries)
                .Select(QueryParser.Escape)
                .SelectMany(st => new[] {st + "*", st + "~0.6"});

            var byQuery = Search(searchTerms);
            luceneQuery.And(byQuery);
        }

        ISearchResults searchResults;
        // If no filters were selected search for nodes with ID 0 that will return no results.
        if (luceneQuery.Length > 0)
        {
            var rawQuery = searcher.CreateSearchCriteria().RawQuery(luceneQuery.ToString());
            searchResults = searcher.Search(rawQuery);
        }
        else
        {
            searchResults = searcher.Search(searcher.CreateSearchCriteria().Id(0).Compile());
        }

        return searchResults;
    }

    private static string Search(IEnumerable<string> queries)
    {
        return string.Join(" ", queries.Select(st => $"{st}"));
    }

    /// <summary>
    ///     Wraps the query with "+(" and ")" while adding it to the luceneQuery.
    /// </summary>
    private static void And(this StringBuilder luceneQuery, string query)
    {
        luceneQuery.Append("+(");
        luceneQuery.Append(query);
        luceneQuery.Append(")");
    }
}

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Owain Williams 432 posts 1288 karma points MVP 3x c-trib

Feb 20, 2017 @ 15:26

Thanks! I've not had a chance to test this yet, hopefully tomorrow.

Appreciate the time you've taken though. Fingers crossed it's what I've been missing :)

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sam woodcock 1 post 71 karma points

Jul 17, 2018 @ 13:00