Package org.apache.lucene.benchmark.quality
Search Quality Benchmarking.
This package allows to benchmark search quality of a Lucene application.
In order to use this package you should provide:
For benchmarking TREC collections with TREC QRels, take a look at the
trec package
.
Here is a sample code used to run the TREC 2006 queries 701-850 on the .Gov2 collection:
File topicsFile = new File("topics-701-850.txt"); File qrelsFile = new File("qrels-701-850.txt"); IndexReader ir = DirectoryReader.open(directory): IndexSearcher searcher = new IndexSearcher(ir); int maxResults = 1000; String docNameField = "docname"; PrintWriter logger = new PrintWriter(System.out,true); // use trec utilities to read trec topics into quality queries TrecTopicsReader qReader = new TrecTopicsReader(); QualityQuery qqs[] = qReader.readQueries(new BufferedReader(new FileReader(topicsFile))); // prepare judge, with trec utilities that read from a QRels file Judge judge = new TrecJudge(new BufferedReader(new FileReader(qrelsFile))); // validate topics & judgments match each other judge.validateData(qqs, logger); // set the parsing of quality queries into Lucene queries. QualityQueryParser qqParser = new SimpleQQParser("title", "body"); // run the benchmark QualityBenchmark qrun = new QualityBenchmark(qqs, qqParser, searcher, docNameField); SubmissionReport submitLog = null; QualityStats stats[] = qrun.execute(maxResults, judge, submitLog, logger); // print an average sum of the results QualityStats avg = QualityStats.average(stats); avg.log("SUMMARY",2,logger, " ");
Some immediate ways to modify this program to your needs are:
- To run on different formats of queries and judgements provide your own
Judge
andQuality queries
. - Create sophisticated Lucene queries by supplying a different
Quality query parser
.
-
Interface Summary Interface Description Judge Judge if a document is relevant for a quality query.QualityQueryParser Parse a QualityQuery into a Lucene query. -
Class Summary Class Description QualityBenchmark Main entry point for running a quality benchmark.QualityQuery A QualityQuery has an ID and some name-value pairs.QualityStats Results of quality benchmark run for a single query or for a set of queries.QualityStats.RecallPoint A certain rank in which a relevant doc was found.