This commit is contained in:
Andrew Lalis 2023-02-06 23:36:41 +01:00
parent c91c116d4e
commit d4442a576f
1 changed files with 29 additions and 31 deletions

View File

@ -14,22 +14,25 @@ import org.apache.lucene.store.FSDirectory;
import java.io.BufferedReader;
import java.io.IOException;
import java.io.InputStreamReader;
import java.nio.file.FileVisitResult;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.SimpleFileVisitor;
import java.nio.file.attribute.BasicFileAttributes;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
/**
* Sample application that showcases the most basic way in which Apache Lucene
* can be used to index and search large datasets.
*/
public class SampleSearch {
public static void main(String[] args) throws IOException {
List<Airport> airports = AirportParser.parseAirports(Path.of("airports.csv"));
System.out.println("Read " + airports.size() + " airports.");
buildIndex(airports);
System.out.println("Built index.");
System.out.println("Entering search-cli mode. Type a query.");
System.out.println("Entering search-cli mode. Type a query. Type \"exit\" to quit.");
BufferedReader reader = new BufferedReader(new InputStreamReader(System.in));
String line;
while ((line = reader.readLine()) != null) {
@ -44,17 +47,23 @@ public class SampleSearch {
System.out.println("Done!");
}
/**
* Constructs an index from a list of airports.
* @param airports The airports to index.
* @throws IOException If an error occurs.
*/
public static void buildIndex(List<Airport> airports) throws IOException {
Path indexDir = Path.of("airports-index");
deleteDirRecursive(indexDir);
Files.createDirectories(indexDir);
// We use a try-with-resources block to prepare the components needed for writing the index.
try (
Analyzer analyzer = new StandardAnalyzer();
Directory luceneDir = FSDirectory.open(indexDir);
IndexWriter indexWriter = new IndexWriter(luceneDir, new IndexWriterConfig(analyzer))
Directory luceneDir = FSDirectory.open(indexDir)
) {
IndexWriterConfig config = new IndexWriterConfig(analyzer);
config.setOpenMode(IndexWriterConfig.OpenMode.CREATE);
IndexWriter indexWriter = new IndexWriter(luceneDir, config);
for (var airport : airports) {
// Create a new document for each airport.
Document doc = new Document();
doc.add(new StoredField("id", airport.id()));
doc.add(new TextField("ident", airport.ident(), Field.Store.YES));
@ -68,11 +77,19 @@ public class SampleSearch {
if (airport.wikipediaLink().isPresent()) {
doc.add(new StoredField("wikipediaLink", airport.wikipediaLink().get()));
}
// And add it to the writer.
indexWriter.addDocument(doc);
}
indexWriter.close();
}
}
/**
* Searches over an index to find the names of airports matching the given
* textual query.
* @param rawQuery The raw textual query entered by a human.
* @return A list of airport names.
*/
public static List<String> searchAirports(String rawQuery) {
Path indexDir = Path.of("airports-index");
// If the query is empty or there's no index, quit right away.
@ -91,6 +108,9 @@ public class SampleSearch {
BooleanQuery.Builder queryBuilder = new BooleanQuery.Builder();
String[] terms = rawQuery.toLowerCase().split("\\s+");
for (String term : terms) {
// Make the term into a wildcard term, where we match any field value starting with the given text.
// For example, "airp*" will match "airport" and "airplane", but not "airshow".
// This is usually the natural way in which people like to search.
String wildcardTerm = term + "*";
for (var entry : fieldWeights.entrySet()) {
String fieldName = entry.getKey();
@ -117,26 +137,4 @@ public class SampleSearch {
return new ArrayList<>();
}
}
/**
* Helper function that removes a directory and its contents recursively.
* @param dir The directory to remove.
* @throws IOException If an error occurs.
*/
private static void deleteDirRecursive(Path dir) throws IOException {
if (Files.notExists(dir)) return;
Files.walkFileTree(dir, new SimpleFileVisitor<>() {
@Override
public FileVisitResult visitFile(Path file, BasicFileAttributes attrs) throws IOException {
Files.delete(file);
return FileVisitResult.CONTINUE;
}
@Override
public FileVisitResult postVisitDirectory(Path dir, IOException exc) throws IOException {
Files.delete(dir);
return FileVisitResult.CONTINUE;
}
});
}
}