Now we are going to Integrate our web crawler with our search server to have our complete search engine solution.
Platform: Linux Ubuntu
So, we want to post the crawled data from Nutch (our crawler) to Solr for indexing and subsequent searching.
1. Start the Solr server.
First make sure the Solr Server is up and running.
2. Create a new Solr core
Let’s create a core we will use to store the nutch crawled data and index
it. (note there are underscores in the core name, sometimes they don’t show up on wordpress…)
bin/solr create -c nutch_solr_data_core
3. Modifying the core schema settings.
Solr creates our new core with the default managed settings: e.g. field_types(int, long ,date …), field_names (my_int, my_long …) and other settings.
However Nutch posts data with slightly different field types and settings. Therefore we have to modify the schema configuration file; the instructions on the Nutch tutorial only got me so far and there were several errors at core initialization, so I tried to learn a bit and modified the file such that Solr is happy and things “appear” to be working.
Backup the current schema file.
cd /opt/solr-5.2.1/server/solr/nutch_solr_data_core/conf mv managed-schema solr_managed-schema.bak
Now download the modified schema.xml file and put it in the configuration directory.
4. Modifying the Solr configuration file.
Now, because we are providing our own schema.xml file, Solr needs to know that we don’t need it to auto generate it’s managed schema file, we want it to load our core based on our modified schema.
Backup the current solrconfig file.
cd /opt/solr-5.2.1/server/solr/nutch_solr_data_core/conf mv solrconfig.xml solrconfig.xml.bak
Now download the modified solrconfig.xml file and put it in the configuration directory.
5. Restart the Solr server
Now restart the server for changes to take effect.
cd /opt/solr-5.2.1 bin/solr restart.
Now you can go on to the browser to make sure solr restarted with no errors or core exceptions.
6. Post Nutch data to Solr for Indexing
Now we are going to take our previously fetched data from Nutch and post it to Solr.
cd /opt/apache-hutch-1.10/bin/nutch solrindex \ http://localhost:8983/solr/nutch_solr_data_core \ crawl/crawldb/ -linkdb crawl/linkdb/ $s1
If all works well there shouldn’t be any errors and indexing should complete successfully.
7. Querying your new Index.
Now let’s actually use Solr search functionality to search in our index.
8. Deleting duplicates
Once indexed the entire contents, it must be disposed of duplicate urls, in this way ensures that the urls are unique.
/bin/nutch dedup http://localhost:8983/solr/nutch_solr_data_core
9. Cleaning Solr Index
The class scans a crawldb directory looking for entries with status DB_GONE (404) and sends delete requests to Solr for those documents. Once Solr receives the request the aforementioned documents are duly deleted. This maintains a healthier quality of Solr index.
/bin/nutch solrclean crawl/crawldb/ \ http://localhost:8983/solr/nutch_solr_data_core
10. Putting all commands on one script.
Now if you want to: inject the seeds, generate a fetch list, fetch content, invert linkes and post the data to solr for indexing in one command…
The guys at Nutch already thought of it:
bin/crawl -i -D solr.server.url=http://localhost:8983/solr/nutch_solr_data_core urls/ crawl/ 2
This concludes our series of three very quick tutorials on Solr, Nutch and both working together.
I got to say, I am sure I have typos here and there, If you find one, let me know so others can benefit as well 🙂
Cheers, that was not bad!