Solr search statistics in category scale - solr

I need to implement further functionality picture of it is attached below. I've already built an application based on Solr search.
In a few words about this functionality: drop down will contain similar search phrases within concrete category and number of items found.
In what way to make Solr collect such data and somehow receive it?

Yes, you can do that in Solr using Facets, which allow grouping results. The default behaviour of facets is to return the group name and the number of items found. You do that by adding these 2 items you your query string facet=true, facet.field=category.
An example query in your case will be
http://localhost:8983/solr/NAME_OF_YOUR_INDEX/select/?wt=json&indent=on&q=ipo&fl=category,name&facet=true&facet.field=category
Take a look at the tutorial for more details.
This is roughly equivalent to doing this in SQL:
SELECT category, COUNT(*) FROM items WHERE text LIKE "%ipo%" GROUP BY category;

Related

Amazon like refined filtering in solr

We need to implement drill down search like Amazon.
If any supplier is selected then,
currently it disabled rest of suppliers as solr facet only returns that selected filter.
query: supplier:supplierId
Though above query retuns multiple Screen Color/Screen Size, but on further selection, only the selected element is returned per filter section.
Any help to make it work like Amazon.com 's refined filtering will be much appreciated.
To provide multi-select faceting, you need to tag the filter involved so that you can exclude it when faceting on the corresponding field. This can be achieved using both the tag and ex local parameters.
Solr Ref Guide - Tagging and Excluding Filters :
To implement a multi-select facet for a given field, a GUI may want to still
display the other field values and their associated counts, as if
the corresponding filter constraint had not yet been applied.
To return counts for the field values that are currently not selected,
tag filters that directly constrain the field, and exclude those
filters when faceting on it.
For example, for a query that would originally look like :
q=mainquery&fq=supplier:supplierId&facet=true&facet.field=supplier
You would do the following :
q=mainquery&fq={!tag=sup}supplier:supplierId&facet=true&facet.field={!ex=sup}supplier

Solr filter on group

I am looking for possibility to apply filter on group in Solr. It means that if at least one of documents in group isn't restricted by filter entire group should be displayed in search results. Moreover I need apply Solr filter on document to filter documents inside group. For example, I have following documents and group it by baseProductCode:
group test1
Test1VariantProduct1
restrictedCountries: US
type: ebook
baseProductCode: test1
Test1VariantProduct2
type: paperbook
baseProductCode: test1
In this example I need to apply filter on document by restrictedCountries field and filter on group by type. It means that I would like to filter document with restricted countries and it could be implemented using fq=-countries=US. From the other hand I want to hide group from search result by type if all group documents are hidden. As result I want following cases will be valid:
Our system shouldn't display this group in search results for US country and ebook type.
Our system should display this group in search results for any other country and ebook type.
Could you please advice is it possible to implement it using Solr features?
If you're using faceting to get your groups, they'll work with the set of documents after they've been filtered, so the groups won't be shown if there are no documents that matches from that group (i.e. you'd be faceting on baseProductCode).

Solr End User Query Translation

I am wondering if there is anyway to transform an end user query to a more complicated solr query based on some rules.
For example, if the user types in 32" television, then I want to use the dismax query parser to let solr take care of this user query string like below:
http://localhost:8983/solr/select/?q=32" television&defType=dismax
However, if the user types in "televisions on sale", then I want to do a regular search for token televisions and onsale flag is true like below:
http://localhost:8983/solr/select/?q=name:televisions AND isOnSale:true
Is this possible? Or must this logic require an advance search form where the user can clearly state in a checkbox that they only want on sale items.
Thanks.
Transforming the user query is quite possible. You can do it in following two ways
implement a Servlet Filter that listens to user query transforms it before dispatching it to solr request handler.
Look at query parser plugin in SOLR and implement one based on the existing one like standard query parser and modify it to apply transformation rules.
Let the search happen through the whole index and let the user choose. If a review shows up, render it with the appropriate view. If a product shows up, offer to search for more products.
Samsung 32 in reviews --read more
LG 32 in offers --find more like this
Your offers page can offer more options, such as filtering products on sale.
You may use a global boost field on documents. For example, a product on sale has a score of 1.0 while out of stock products have 0.33. A review of a new products has 1.0, old products have less.
Maybe you can set up the search so when someone searches for whatever have isOnSale as a secondary sort parameter. So by default sort by score then sort by isonsale or just sort by isonsale. That way you will still get all "television" ads in the results just the ones on sale are on top.

Difference between Solr Facet Fields and Filter Queries

I am using SolrMeter to test Apache Solr search engine. The difference between Facet fields and Filter queries is not clear to me. SolrMeter tutorial lists this as an exapmle of Facet fields :
content
category
fileExtension
and this as an example of Filter queries :
category:animal
category:vegetable
categoty:vegetable price:[0 TO 10]
categoty:vegetable price:[10 TO *]
I am having a hard time wrapping my head around it. Could somebody explain by example? Can I use SolrMeter without specifying either facets or filters?
Facet fields are used to get statistics about the returned documents - specifically, for each value of that field, how many returned documents have that value for that field. So for example, if you have 10 products matching a query for "soft rug" if you facet on "origin," you might get 6 documents for "Oklahoma" and 4 for "Texas." The facet field query will give you the numbers 6 and 4.
Filter queries on the other hand are used to filter the returned results by adding another constraint. The thing to remember is that the query when used in filtering results doesn't affect the scoring or relevancy of the documents. So for example, you might search your index for a product, but you only want to return results constrained by a geographic area or something.
A facet is an field (type) of the document, so category is the field. As Ansari said, facets are used to get statistics and provide grouping capabilities. You could apply grouping on the category field to show everything vegetable as one group.
Edit: The parts about searching inside of a specific field are wrong. It will not search inside of the field only. It should be 'adding a constraint to the search' instead.
Performing a filter query of category:vegetable will search for vegetable in the category field and no other fields of the document. It is used to search just specific fields rather than every field. Sometimes you know that the term you want only is in one field so you can search just that one field.

How to return column that matched the query in Solr..?

I am using apache Solr for searching my database..!!
Suppose i have indexed 4 columns from one of my table..!!..I just want that only those columns that contains my query term are returned in response..!!..is that possible..??
For example :
I have a table cars with columns : name, displayName, description, extra ..!!
Now i make a query , something like :
localhost:8983/solr/select?q=maruti&wt=json
Now some in some rows only name may contain the word "maruti"
So, In return, i want only name (along with some other fixed fields like ID) ..
Similarly, If description contains this word, then only description should be returned..and not other columns..!!
How can i acheive this..??
You may be able to do this with Solr 4 and a custom transformer - my reading of the documentation would seem to indicate as much. But it would be quite a bit of work, I think. Ultimately you may have to write a front-end filter, but that would be difficult with complex queries.
Update:
Here's how to do this in Solr without custom transformers, etc. Enable highlighting for all four columns:
hl=on&hl.fl=name,displayName,description,extra
Solr will return a "highlighting" structure containing the key and the field(s) that match the query. You will also get highlighted snippets, whether you use them is up to you. See here for additional params: http://wiki.apache.org/solr/HighlightingParameters

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