Adapted benchmark to the analyzer's Iterator<Item=Token> form

Make NamedFieldDocument deserializable

CHANGELOG.md

@@ -9,6 +9,10 @@ Tantivy 0.14.0
 - Bugfix in `Query::explain`
 - Removed dependency on `notify` #924. Replaced with `FileWatcher` struct that polls meta file every 500ms in background thread. (@halvorboe @guilload)
 - Added `FilterCollector`, which wraps another collector and filters docs using a predicate over a fast field (@barrotsteindev)
+- Simplified the encoding of the skip reader struct. BlockWAND max tf is now encoded over a single byte. (@pmasurel)
+- `FilterCollector` now supports all Fast Field value types (@barrotsteindev)
+
+This version breaks compatibility and requires users to reindex everything.
 
 Tantivy 0.13.2
 ===================

Cargo.toml

@@ -53,10 +53,11 @@ lru = "0.6"
 winapi = "0.3"
 
 [dev-dependencies]
-rand = "0.7"
+rand = "0.8"
 maplit = "1"
 matches = "0.1.8"
 proptest = "0.10"
+criterion = "0.3"
 
 [dev-dependencies.fail]
 version = "0.4"
@@ -97,3 +98,7 @@ travis-ci = { repository = "tantivy-search/tantivy" }
 name = "failpoints"
 path = "tests/failpoints/mod.rs"
 required-features = ["fail/failpoints"]
+
+[[bench]]
+name = "analyzer"
+harness = false

benches/analyzer.rs

@@ -0,0 +1,22 @@
+use criterion::{criterion_group, criterion_main, Criterion};
+use tantivy::tokenizer::TokenizerManager;
+
+const ALICE_TXT: &'static str = include_str!("alice.txt");
+
+pub fn criterion_benchmark(c: &mut Criterion) {
+    let tokenizer_manager = TokenizerManager::default();
+    let tokenizer = tokenizer_manager.get("default").unwrap();
+    c.bench_function("default-tokenize-alice", |b| {
+        b.iter(|| {
+            let mut word_count = 0;
+            let mut token_stream = tokenizer.token_stream(ALICE_TXT);
+            for token in token_stream {
+                word_count += 1;
+            }
+            assert_eq!(word_count, 30_731);
+        })
+    });
+}
+
+criterion_group!(benches, criterion_benchmark);
+criterion_main!(benches);

examples/pre_tokenized_text.rs

@@ -17,12 +17,7 @@ use tantivy::{doc, Index, ReloadPolicy};
 use tempfile::TempDir;
 
 fn pre_tokenize_text(text: &str) -> Vec<Token> {
-    let mut token_stream = SimpleTokenizer.token_stream(text);
-    let mut tokens = vec![];
-    while token_stream.advance() {
-        tokens.push(token_stream.token().clone());
-    }
-    tokens
+    SimpleTokenizer.token_stream(text).collect()
 }
 
 fn main() -> tantivy::Result<()> {

examples/snippet.rs

@@ -51,7 +51,7 @@ fn main() -> tantivy::Result<()> {
 
     let top_docs = searcher.search(&query, &TopDocs::with_limit(10))?;
 
-    let snippet_generator = SnippetGenerator::create(&searcher, &*query, body)?;
+    let mut snippet_generator = SnippetGenerator::create(&searcher, &*query, body)?;
 
     for (score, doc_address) in top_docs {
         let doc = searcher.doc(doc_address)?;

examples/stop_words.rs

@@ -50,12 +50,13 @@ fn main() -> tantivy::Result<()> {
 
     // This tokenizer lowers all of the text (to help with stop word matching)
     // then removes all instances of `the` and `and` from the corpus
-    let tokenizer = TextAnalyzer::from(SimpleTokenizer)
-        .filter(LowerCaser)
+    let tokenizer = analyzer_builder(SimpleTokenizer)
+        .filter(LowerCaser::new())
         .filter(StopWordFilter::remove(vec![
             "the".to_string(),
             "and".to_string(),
-        ]));
+        ]))
+        .build();
 
     index.tokenizers().register("stoppy", tokenizer);
 

src/collector/facet_collector.rs

@@ -368,9 +368,12 @@ impl SegmentCollector for FacetSegmentCollector {
             }
             let mut facet = vec![];
             let facet_ord = self.collapse_facet_ords[collapsed_facet_ord];
-            facet_dict.ord_to_term(facet_ord as u64, &mut facet);
-            // TODO
-            facet_counts.insert(Facet::from_encoded(facet).unwrap(), count);
+            // TODO handle errors.
+            if facet_dict.ord_to_term(facet_ord as u64, &mut facet).is_ok() {
+                if let Ok(facet) = Facet::from_encoded(facet) {
+                    facet_counts.insert(facet, count);
+                }
+            }
         }
         FacetCounts { facet_counts }
     }

src/collector/filter_collector_wrapper.rs

@@ -9,8 +9,10 @@
 
 // ---
 // Importing tantivy...
+use std::marker::PhantomData;
+
 use crate::collector::{Collector, SegmentCollector};
-use crate::fastfield::FastFieldReader;
+use crate::fastfield::{FastFieldReader, FastValue};
 use crate::schema::Field;
 use crate::{Score, SegmentReader, TantivyError};
 
@@ -41,78 +43,104 @@ use crate::{Score, SegmentReader, TantivyError};
 ///
 /// let query_parser = QueryParser::for_index(&index, vec![title]);
 /// let query = query_parser.parse_query("diary").unwrap();
-/// let no_filter_collector = FilterCollector::new(price, &|value| value > 20_120u64, TopDocs::with_limit(2));
+/// let no_filter_collector = FilterCollector::new(price, &|value: u64| value > 20_120u64, TopDocs::with_limit(2));
 /// let top_docs = searcher.search(&query, &no_filter_collector).unwrap();
 ///
 /// assert_eq!(top_docs.len(), 1);
 /// assert_eq!(top_docs[0].1, DocAddress(0, 1));
 ///
-/// let filter_all_collector = FilterCollector::new(price, &|value| value < 5u64, TopDocs::with_limit(2));
+/// let filter_all_collector: FilterCollector<_, _, u64> = FilterCollector::new(price, &|value| value < 5u64, TopDocs::with_limit(2));
 /// let filtered_top_docs = searcher.search(&query, &filter_all_collector).unwrap();
 ///
 /// assert_eq!(filtered_top_docs.len(), 0);
 /// ```
-pub struct FilterCollector<TCollector, TPredicate>
+pub struct FilterCollector<TCollector, TPredicate, TPredicateValue: FastValue>
 where
     TPredicate: 'static,
 {
     field: Field,
     collector: TCollector,
     predicate: &'static TPredicate,
+    t_predicate_value: PhantomData<TPredicateValue>,
 }
 
-impl<TCollector, TPredicate> FilterCollector<TCollector, TPredicate>
+impl<TCollector, TPredicate, TPredicateValue: FastValue>
+    FilterCollector<TCollector, TPredicate, TPredicateValue>
 where
     TCollector: Collector + Send + Sync,
-    TPredicate: Fn(u64) -> bool + Send + Sync,
+    TPredicate: Fn(TPredicateValue) -> bool + Send + Sync,
 {
     /// Create a new FilterCollector.
     pub fn new(
         field: Field,
         predicate: &'static TPredicate,
         collector: TCollector,
-    ) -> FilterCollector<TCollector, TPredicate> {
+    ) -> FilterCollector<TCollector, TPredicate, TPredicateValue> {
         FilterCollector {
             field,
             predicate,
             collector,
+            t_predicate_value: PhantomData,
         }
     }
 }
 
-impl<TCollector, TPredicate> Collector for FilterCollector<TCollector, TPredicate>
+impl<TCollector, TPredicate, TPredicateValue: FastValue> Collector
+    for FilterCollector<TCollector, TPredicate, TPredicateValue>
 where
     TCollector: Collector + Send + Sync,
-    TPredicate: 'static + Fn(u64) -> bool + Send + Sync,
+    TPredicate: 'static + Fn(TPredicateValue) -> bool + Send + Sync,
+    TPredicateValue: 'static + FastValue,
 {
     // That's the type of our result.
     // Our standard deviation will be a float.
     type Fruit = TCollector::Fruit;
 
-    type Child = FilterSegmentCollector<TCollector::Child, TPredicate>;
+    type Child = FilterSegmentCollector<TCollector::Child, TPredicate, TPredicateValue>;
 
     fn for_segment(
         &self,
         segment_local_id: u32,
         segment_reader: &SegmentReader,
-    ) -> crate::Result<FilterSegmentCollector<TCollector::Child, TPredicate>> {
+    ) -> crate::Result<FilterSegmentCollector<TCollector::Child, TPredicate, TPredicateValue>> {
+        let schema = segment_reader.schema();
+        let field_entry = schema.get_field_entry(self.field);
+        if !field_entry.is_fast() {
+            return Err(TantivyError::SchemaError(format!(
+                "Field {:?} is not a fast field.",
+                field_entry.name()
+            )));
+        }
+        let requested_type = TPredicateValue::to_type();
+        let field_schema_type = field_entry.field_type().value_type();
+        if requested_type != field_schema_type {
+            return Err(TantivyError::SchemaError(format!(
+                "Field {:?} is of type {:?}!={:?}",
+                field_entry.name(),
+                requested_type,
+                field_schema_type
+            )));
+        }
+
         let fast_field_reader = segment_reader
             .fast_fields()
-            .u64(self.field)
+            .typed_fast_field_reader(self.field)
             .ok_or_else(|| {
-                let field_name = segment_reader.schema().get_field_name(self.field);
                 TantivyError::SchemaError(format!(
-                    "Field {:?} is not a u64 fast field.",
-                    field_name
+                    "{:?} is not declared as a fast field in the schema.",
+                    self.field
                 ))
             })?;
+
         let segment_collector = self
             .collector
             .for_segment(segment_local_id, segment_reader)?;
+
         Ok(FilterSegmentCollector {
             fast_field_reader,
             segment_collector,
             predicate: self.predicate,
+            t_predicate_value: PhantomData,
         })
     }
 
@@ -128,20 +156,23 @@ where
     }
 }
 
-pub struct FilterSegmentCollector<TSegmentCollector, TPredicate>
+pub struct FilterSegmentCollector<TSegmentCollector, TPredicate, TPredicateValue>
 where
     TPredicate: 'static,
+    TPredicateValue: 'static + FastValue,
 {
-    fast_field_reader: FastFieldReader<u64>,
+    fast_field_reader: FastFieldReader<TPredicateValue>,
     segment_collector: TSegmentCollector,
     predicate: &'static TPredicate,
+    t_predicate_value: PhantomData<TPredicateValue>,
 }
 
-impl<TSegmentCollector, TPredicate> SegmentCollector
-    for FilterSegmentCollector<TSegmentCollector, TPredicate>
+impl<TSegmentCollector, TPredicate, TPredicateValue> SegmentCollector
+    for FilterSegmentCollector<TSegmentCollector, TPredicate, TPredicateValue>
 where
     TSegmentCollector: SegmentCollector,
-    TPredicate: 'static + Fn(u64) -> bool + Send + Sync,
+    TPredicate: 'static + Fn(TPredicateValue) -> bool + Send + Sync,
+    TPredicateValue: 'static + FastValue,
 {
     type Fruit = TSegmentCollector::Fruit;
 

src/collector/tests.rs

@@ -8,6 +8,13 @@ use crate::DocId;
 use crate::Score;
 use crate::SegmentLocalId;
 
+use crate::collector::{FilterCollector, TopDocs};
+use crate::query::QueryParser;
+use crate::schema::{Schema, FAST, TEXT};
+use crate::DateTime;
+use crate::{doc, Index};
+use std::str::FromStr;
+
 pub const TEST_COLLECTOR_WITH_SCORE: TestCollector = TestCollector {
     compute_score: true,
 };
@@ -16,6 +23,54 @@ pub const TEST_COLLECTOR_WITHOUT_SCORE: TestCollector = TestCollector {
     compute_score: true,
 };
 
+#[test]
+pub fn test_filter_collector() {
+    let mut schema_builder = Schema::builder();
+    let title = schema_builder.add_text_field("title", TEXT);
+    let price = schema_builder.add_u64_field("price", FAST);
+    let date = schema_builder.add_date_field("date", FAST);
+    let schema = schema_builder.build();
+    let index = Index::create_in_ram(schema);
+
+    let mut index_writer = index.writer_with_num_threads(1, 10_000_000).unwrap();
+    index_writer.add_document(doc!(title => "The Name of the Wind", price => 30_200u64, date => DateTime::from_str("1898-04-09T00:00:00+00:00").unwrap()));
+    index_writer.add_document(doc!(title => "The Diary of Muadib", price => 29_240u64, date => DateTime::from_str("2020-04-09T00:00:00+00:00").unwrap()));
+    index_writer.add_document(doc!(title => "The Diary of Anne Frank", price => 18_240u64, date => DateTime::from_str("2019-04-20T00:00:00+00:00").unwrap()));
+    index_writer.add_document(doc!(title => "A Dairy Cow", price => 21_240u64, date => DateTime::from_str("2019-04-09T00:00:00+00:00").unwrap()));
+    index_writer.add_document(doc!(title => "The Diary of a Young Girl", price => 20_120u64, date => DateTime::from_str("2018-04-09T00:00:00+00:00").unwrap()));
+    assert!(index_writer.commit().is_ok());
+
+    let reader = index.reader().unwrap();
+    let searcher = reader.searcher();
+
+    let query_parser = QueryParser::for_index(&index, vec![title]);
+    let query = query_parser.parse_query("diary").unwrap();
+    let filter_some_collector = FilterCollector::new(
+        price,
+        &|value: u64| value > 20_120u64,
+        TopDocs::with_limit(2),
+    );
+    let top_docs = searcher.search(&query, &filter_some_collector).unwrap();
+
+    assert_eq!(top_docs.len(), 1);
+    assert_eq!(top_docs[0].1, DocAddress(0, 1));
+
+    let filter_all_collector: FilterCollector<_, _, u64> =
+        FilterCollector::new(price, &|value| value < 5u64, TopDocs::with_limit(2));
+    let filtered_top_docs = searcher.search(&query, &filter_all_collector).unwrap();
+
+    assert_eq!(filtered_top_docs.len(), 0);
+
+    fn date_filter(value: DateTime) -> bool {
+        (value - DateTime::from_str("2019-04-09T00:00:00+00:00").unwrap()).num_weeks() > 0
+    }
+
+    let filter_dates_collector = FilterCollector::new(date, &date_filter, TopDocs::with_limit(5));
+    let filtered_date_docs = searcher.search(&query, &filter_dates_collector).unwrap();
+
+    assert_eq!(filtered_date_docs.len(), 2);
+}
+
 /// Stores all of the doc ids.
 /// This collector is only used for tests.
 /// It is unusable in pr

src/collector/top_score_collector.rs

@@ -728,7 +728,7 @@ mod tests {
     }
 
     #[test]
-    fn test_top_collector_not_at_capacity() {
+    fn test_top_collector_not_at_capacity_without_offset() {
         let index = make_index();
         let field = index.schema().get_field("text").unwrap();
         let query_parser = QueryParser::for_index(&index, vec![field]);

src/common/mod.rs

@@ -115,11 +115,16 @@ pub fn u64_to_i64(val: u64) -> i64 {
 /// For simplicity, tantivy internally handles `f64` as `u64`.
 /// The mapping is defined by this function.
 ///
-/// Maps `f64` to `u64` so that lexical order is preserved.
+/// Maps `f64` to `u64` in a monotonic manner, so that bytes lexical order is preserved.
 ///
 /// This is more suited than simply casting (`val as u64`)
 /// which would truncate the result
 ///
+/// # Reference
+///
+/// Daniel Lemire's [blog post](https://lemire.me/blog/2020/12/14/converting-floating-point-numbers-to-integers-while-preserving-order/)
+/// explains the mapping in a clear manner.
+///
 /// # See also
 /// The [reverse mapping is `u64_to_f64`](./fn.u64_to_f64.html).
 #[inline(always)]
@@ -148,6 +153,7 @@ pub(crate) mod test {
     pub use super::minmax;
     pub use super::serialize::test::fixed_size_test;
     use super::{compute_num_bits, f64_to_u64, i64_to_u64, u64_to_f64, u64_to_i64};
+    use proptest::prelude::*;
     use std::f64;
 
     fn test_i64_converter_helper(val: i64) {
@@ -158,6 +164,15 @@ pub(crate) mod test {
         assert_eq!(u64_to_f64(f64_to_u64(val)), val);
     }
 
+    proptest! {
+        #[test]
+        fn test_f64_converter_monotonicity_proptest((left, right) in (proptest::num::f64::NORMAL, proptest::num::f64::NORMAL)) {
+            let left_u64 = f64_to_u64(left);
+            let right_u64 = f64_to_u64(right);
+            assert_eq!(left_u64 < right_u64,  left < right);
+        }
+    }
+
     #[test]
     fn test_i64_converter() {
         assert_eq!(i64_to_u64(i64::min_value()), u64::min_value());

src/core/index.rs

@@ -20,7 +20,7 @@ use crate::reader::IndexReaderBuilder;
 use crate::schema::Field;
 use crate::schema::FieldType;
 use crate::schema::Schema;
-use crate::tokenizer::{TextAnalyzer, TokenizerManager};
+use crate::tokenizer::{TextAnalyzerT, TokenizerManager};
 use crate::IndexWriter;
 use std::collections::HashSet;
 use std::fmt;
@@ -119,13 +119,12 @@ impl Index {
             return Index::create(dir, schema);
         }
         let index = Index::open(dir)?;
-        if index.schema() == schema {
-            Ok(index)
-        } else {
-            Err(TantivyError::SchemaError(
+        if index.schema() != schema {
+            return Err(TantivyError::SchemaError(
                 "An index exists but the schema does not match.".to_string(),
-            ))
+            ));
         }
+        Ok(index)
     }
 
     /// Creates a new index in a temp directory.
@@ -181,11 +180,11 @@ impl Index {
     }
 
     /// Helper to access the tokenizer associated to a specific field.
-    pub fn tokenizer_for_field(&self, field: Field) -> crate::Result<TextAnalyzer> {
+    pub fn tokenizer_for_field(&self, field: Field) -> crate::Result<Box<dyn TextAnalyzerT>> {
         let field_entry = self.schema.get_field_entry(field);
         let field_type = field_entry.field_type();
         let tokenizer_manager: &TokenizerManager = self.tokenizers();
-        let tokenizer_name_opt: Option<TextAnalyzer> = match field_type {
+        let tokenizer_name_opt: Option<Box<dyn TextAnalyzerT>> = match field_type {
             FieldType::Str(text_options) => text_options
                 .get_indexing_options()
                 .map(|text_indexing_options| text_indexing_options.tokenizer().to_string())
@@ -511,28 +510,28 @@ mod tests {
         }
 
         #[test]
-        fn test_index_manual_policy_mmap() {
+        fn test_index_manual_policy_mmap() -> crate::Result<()> {
             let schema = throw_away_schema();
             let field = schema.get_field("num_likes").unwrap();
-            let mut index = Index::create_from_tempdir(schema).unwrap();
-            let mut writer = index.writer_for_tests().unwrap();
-            writer.commit().unwrap();
+            let mut index = Index::create_from_tempdir(schema)?;
+            let mut writer = index.writer_for_tests()?;
+            writer.commit()?;
             let reader = index
                 .reader_builder()
                 .reload_policy(ReloadPolicy::Manual)
-                .try_into()
-                .unwrap();
+                .try_into()?;
             assert_eq!(reader.searcher().num_docs(), 0);
             writer.add_document(doc!(field=>1u64));
             let (sender, receiver) = crossbeam::channel::unbounded();
             let _handle = index.directory_mut().watch(WatchCallback::new(move || {
                 let _ = sender.send(());
             }));
-            writer.commit().unwrap();
+            writer.commit()?;
             assert!(receiver.recv().is_ok());
             assert_eq!(reader.searcher().num_docs(), 0);
-            reader.reload().unwrap();
+            reader.reload()?;
             assert_eq!(reader.searcher().num_docs(), 1);
+            Ok(())
         }
 
         #[test]

src/core/segment_reader.rs

@@ -310,7 +310,7 @@ impl SegmentReader {
     }
 
     /// Returns an iterator that will iterate over the alive document ids
-    pub fn doc_ids_alive<'a>(&'a self) -> impl Iterator<Item = DocId> + 'a {
+    pub fn doc_ids_alive(&self) -> impl Iterator<Item = DocId> + '_ {
         (0u32..self.max_doc).filter(move |doc| !self.is_deleted(*doc))
     }
 

src/directory/error.rs

@@ -58,7 +58,8 @@ pub enum OpenWriteError {
 }
 
 impl OpenWriteError {
-    pub(crate) fn wrap_io_error(io_error: io::Error, filepath: PathBuf) -> Self {
+    /// Wraps an io error.
+    pub fn wrap_io_error(io_error: io::Error, filepath: PathBuf) -> Self {
         Self::IOError { io_error, filepath }
     }
 }
@@ -143,7 +144,8 @@ pub enum OpenReadError {
 }
 
 impl OpenReadError {
-    pub(crate) fn wrap_io_error(io_error: io::Error, filepath: PathBuf) -> Self {
+    /// Wraps an io error.
+    pub fn wrap_io_error(io_error: io::Error, filepath: PathBuf) -> Self {
         Self::IOError { io_error, filepath }
     }
 }

src/directory/file_watcher.rs

@@ -3,7 +3,7 @@ use crc32fast::Hasher;
 use std::fs;
 use std::io;
 use std::io::BufRead;
-use std::path::PathBuf;
+use std::path::Path;
 use std::sync::atomic::{AtomicUsize, Ordering};
 use std::sync::Arc;
 use std::thread;
@@ -13,15 +13,15 @@ pub const POLLING_INTERVAL: Duration = Duration::from_millis(if cfg!(test) { 1 }
 
 // Watches a file and executes registered callbacks when the file is modified.
 pub struct FileWatcher {
-    path: Arc<PathBuf>,
+    path: Arc<Path>,
     callbacks: Arc<WatchCallbackList>,
     state: Arc<AtomicUsize>, // 0: new, 1: runnable, 2: terminated
 }
 
 impl FileWatcher {
-    pub fn new(path: &PathBuf) -> FileWatcher {
+    pub fn new(path: &Path) -> FileWatcher {
         FileWatcher {
-            path: Arc::new(path.clone()),
+            path: Arc::from(path),
             callbacks: Default::default(),
             state: Default::default(),
         }
@@ -63,7 +63,7 @@ impl FileWatcher {
         handle
     }
 
-    fn compute_checksum(path: &PathBuf) -> Result<u32, io::Error> {
+    fn compute_checksum(path: &Path) -> Result<u32, io::Error> {
         let reader = match fs::File::open(path) {
             Ok(f) => io::BufReader::new(f),
             Err(e) => {

src/directory/footer.rs

@@ -115,6 +115,18 @@ impl Footer {
                 }
                 Ok(())
             }
+            VersionedFooter::V3 {
+                crc32: _crc,
+                store_compression,
+            } => {
+                if &library_version.store_compression != store_compression {
+                    return Err(Incompatibility::CompressionMismatch {
+                        library_compression_format: library_version.store_compression.to_string(),
+                        index_compression_format: store_compression.to_string(),
+                    });
+                }
+                Ok(())
+            }
             VersionedFooter::UnknownVersion => Err(Incompatibility::IndexMismatch {
                 library_version: library_version.clone(),
                 index_version: self.version.clone(),
@@ -136,24 +148,31 @@ pub enum VersionedFooter {
         crc32: CrcHashU32,
         store_compression: String,
     },
+    // Block wand max termfred on 1 byte
+    V3 {
+        crc32: CrcHashU32,
+        store_compression: String,
+    },
 }
 
 impl BinarySerializable for VersionedFooter {
     fn serialize<W: io::Write>(&self, writer: &mut W) -> io::Result<()> {
         let mut buf = Vec::new();
         match self {
-            VersionedFooter::V2 {
+            VersionedFooter::V3 {
                 crc32,
                 store_compression: compression,
             } => {
                 // Serializes a valid `VersionedFooter` or panics if the version is unknown
                 // [   version    |   crc_hash  | compression_mode ]
                 // [    0..4      |     4..8    |     variable     ]
-                BinarySerializable::serialize(&2u32, &mut buf)?;
+                BinarySerializable::serialize(&3u32, &mut buf)?;
                 BinarySerializable::serialize(crc32, &mut buf)?;
                 BinarySerializable::serialize(compression, &mut buf)?;
             }
-            VersionedFooter::V1 { .. } | VersionedFooter::UnknownVersion => {
+            VersionedFooter::V2 { .. }
+            | VersionedFooter::V1 { .. }
+            | VersionedFooter::UnknownVersion => {
                 return Err(io::Error::new(
                     io::ErrorKind::InvalidInput,
                     "Cannot serialize an unknown versioned footer ",
@@ -182,7 +201,7 @@ impl BinarySerializable for VersionedFooter {
         reader.read_exact(&mut buf[..])?;
         let mut cursor = &buf[..];
         let version = u32::deserialize(&mut cursor)?;
-        if version != 1 && version != 2 {
+        if version > 3 {
             return Ok(VersionedFooter::UnknownVersion);
         }
         let crc32 = u32::deserialize(&mut cursor)?;
@@ -192,12 +211,17 @@ impl BinarySerializable for VersionedFooter {
                 crc32,
                 store_compression,
             }
-        } else {
-            assert_eq!(version, 2);
+        } else if version == 2 {
             VersionedFooter::V2 {
                 crc32,
                 store_compression,
             }
+        } else {
+            assert_eq!(version, 3);
+            VersionedFooter::V3 {
+                crc32,
+                store_compression,
+            }
         })
     }
 }
@@ -205,6 +229,7 @@ impl BinarySerializable for VersionedFooter {
 impl VersionedFooter {
     pub fn crc(&self) -> Option<CrcHashU32> {
         match self {
+            VersionedFooter::V3 { crc32, .. } => Some(*crc32),
             VersionedFooter::V2 { crc32, .. } => Some(*crc32),
             VersionedFooter::V1 { crc32, .. } => Some(*crc32),
             VersionedFooter::UnknownVersion { .. } => None,
@@ -243,7 +268,7 @@ impl<W: TerminatingWrite> Write for FooterProxy<W> {
 impl<W: TerminatingWrite> TerminatingWrite for FooterProxy<W> {
     fn terminate_ref(&mut self, _: AntiCallToken) -> io::Result<()> {
         let crc32 = self.hasher.take().unwrap().finalize();
-        let footer = Footer::new(VersionedFooter::V2 {
+        let footer = Footer::new(VersionedFooter::V3 {
             crc32,
             store_compression: crate::store::COMPRESSION.to_string(),
         });
@@ -278,7 +303,7 @@ mod tests {
         let footer = Footer::deserialize(&mut &vec[..]).unwrap();
         assert!(matches!(
            footer.versioned_footer,
-           VersionedFooter::V2 { store_compression, .. }
+           VersionedFooter::V3 { store_compression, .. }
            if store_compression == crate::store::COMPRESSION
         ));
         assert_eq!(&footer.version, crate::version());
@@ -288,7 +313,7 @@ mod tests {
     fn test_serialize_deserialize_footer() {
         let mut buffer = Vec::new();
         let crc32 = 123456u32;
-        let footer: Footer = Footer::new(VersionedFooter::V2 {
+        let footer: Footer = Footer::new(VersionedFooter::V3 {
             crc32,
             store_compression: "lz4".to_string(),
         });
@@ -300,7 +325,7 @@ mod tests {
     #[test]
     fn footer_length() {
         let crc32 = 1111111u32;
-        let versioned_footer = VersionedFooter::V2 {
+        let versioned_footer = VersionedFooter::V3 {
             crc32,
             store_compression: "lz4".to_string(),
         };
@@ -321,7 +346,7 @@ mod tests {
             // versionned footer length
             12 | 128,
             // index format version
-            2,
+            3,
             0,
             0,
             0,
@@ -340,7 +365,7 @@ mod tests {
         let versioned_footer = VersionedFooter::deserialize(&mut cursor).unwrap();
         assert!(cursor.is_empty());
         let expected_crc: u32 = LittleEndian::read_u32(&v_footer_bytes[5..9]) as CrcHashU32;
-        let expected_versioned_footer: VersionedFooter = VersionedFooter::V2 {
+        let expected_versioned_footer: VersionedFooter = VersionedFooter::V3 {
             crc32: expected_crc,
             store_compression: "lz4".to_string(),
         };

src/fastfield/facet_reader.rs

@@ -1,4 +1,5 @@
 use super::MultiValueIntFastFieldReader;
+use crate::error::DataCorruption;
 use crate::schema::Facet;
 use crate::termdict::TermDictionary;
 use crate::termdict::TermOrdinal;
@@ -62,12 +63,13 @@ impl FacetReader {
         &mut self,
         facet_ord: TermOrdinal,
         output: &mut Facet,
-    ) -> Result<(), str::Utf8Error> {
+    ) -> crate::Result<()> {
         let found_term = self
             .term_dict
-            .ord_to_term(facet_ord as u64, &mut self.buffer);
+            .ord_to_term(facet_ord as u64, &mut self.buffer)?;
         assert!(found_term, "Term ordinal {} no found.", facet_ord);
-        let facet_str = str::from_utf8(&self.buffer[..])?;
+        let facet_str = str::from_utf8(&self.buffer[..])
+            .map_err(|utf8_err| DataCorruption::comment_only(utf8_err.to_string()))?;
         output.set_facet_str(facet_str);
         Ok(())
     }

src/fastfield/reader.rs

@@ -51,6 +51,15 @@ impl<Item: FastValue> FastFieldReader<Item> {
         }
     }
 
+    pub(crate) fn cast<TFastValue: FastValue>(self) -> FastFieldReader<TFastValue> {
+        FastFieldReader {
+            bit_unpacker: self.bit_unpacker,
+            min_value_u64: self.min_value_u64,
+            max_value_u64: self.max_value_u64,
+            _phantom: PhantomData,
+        }
+    }
+
     /// Return the value associated to the given document.
     ///
     /// This accessor should return as fast as possible.

src/fastfield/readers.rs

@@ -1,6 +1,6 @@
 use crate::common::CompositeFile;
-use crate::fastfield::BytesFastFieldReader;
 use crate::fastfield::MultiValueIntFastFieldReader;
+use crate::fastfield::{BytesFastFieldReader, FastValue};
 use crate::fastfield::{FastFieldNotAvailableError, FastFieldReader};
 use crate::schema::{Cardinality, Field, FieldType, Schema};
 use crate::space_usage::PerFieldSpaceUsage;
@@ -201,6 +201,14 @@ impl FastFieldReaders {
         None
     }
 
+    pub(crate) fn typed_fast_field_reader<TFastValue: FastValue>(
+        &self,
+        field: Field,
+    ) -> Option<FastFieldReader<TFastValue>> {
+        self.u64_lenient(field)
+            .map(|fast_field_reader| fast_field_reader.cast())
+    }
+
     /// Returns the `i64` fast field reader reader associated to `field`.
     ///
     /// If `field` is not a i64 fast field, this method returns `None`.

src/functional_test.rs

@@ -31,7 +31,7 @@ fn test_indexing() {
     let mut uncommitted_docs: HashSet<u64> = HashSet::new();
 
     for _ in 0..200 {
-        let random_val = rng.gen_range(0, 20);
+        let random_val = rng.gen_range(0..20);
         if random_val == 0 {
             index_writer.commit().expect("Commit failed");
             committed_docs.extend(&uncommitted_docs);

src/indexer/log_merge_policy.rs

@@ -8,7 +8,7 @@ const DEFAULT_MIN_LAYER_SIZE: u32 = 10_000;
 const DEFAULT_MIN_MERGE_SIZE: usize = 8;
 const DEFAULT_MAX_MERGE_SIZE: usize = 10_000_000;
 
-/// `LogMergePolicy` tries tries to merge segments that have a similar number of
+/// `LogMergePolicy` tries to merge segments that have a similar number of
 /// documents.
 #[derive(Debug, Clone)]
 pub struct LogMergePolicy {

src/indexer/merger.rs

@@ -503,7 +503,6 @@ impl IndexMerger {
         let mut positions_buffer: Vec<u32> = Vec::with_capacity(1_000);
         let mut delta_computer = DeltaComputer::new();
 
-        let mut field_term_streams = Vec::new();
         let mut max_term_ords: Vec<TermOrdinal> = Vec::new();
 
         let field_readers: Vec<Arc<InvertedIndexReader>> = self
@@ -512,6 +511,7 @@ impl IndexMerger {
             .map(|reader| reader.inverted_index(indexed_field))
             .collect::<crate::Result<Vec<_>>>()?;
 
+        let mut field_term_streams = Vec::new();
         for field_reader in &field_readers {
             let terms = field_reader.terms();
             field_term_streams.push(terms.stream()?);

src/indexer/segment_writer.rs

@@ -10,10 +10,9 @@ use crate::schema::FieldType;
 use crate::schema::Schema;
 use crate::schema::Term;
 use crate::schema::Value;
-use crate::schema::{Field, FieldEntry};
-use crate::tokenizer::{BoxTokenStream, PreTokenizedStream};
-use crate::tokenizer::{FacetTokenizer, TextAnalyzer};
-use crate::tokenizer::{TokenStreamChain, Tokenizer};
+use crate::tokenizer::PreTokenizedStream;
+use crate::tokenizer::{DynTokenStreamChain, Tokenizer};
+use crate::tokenizer::{FacetTokenizer, TextAnalyzerT, Token};
 use crate::Opstamp;
 use crate::{DocId, SegmentComponent};
 
@@ -23,7 +22,7 @@ use crate::{DocId, SegmentComponent};
 fn initial_table_size(per_thread_memory_budget: usize) -> crate::Result<usize> {
     let table_memory_upper_bound = per_thread_memory_budget / 3;
     if let Some(limit) = (10..)
-        .take_while(|num_bits: &usize| compute_table_size(*num_bits) < table_memory_upper_bound)
+        .take_while(|&num_bits| compute_table_size(num_bits) < table_memory_upper_bound)
         .last()
     {
         Ok(limit.min(19)) // we cap it at 2^19 = 512K.
@@ -45,7 +44,8 @@ pub struct SegmentWriter {
     fast_field_writers: FastFieldsWriter,
     fieldnorms_writer: FieldNormsWriter,
     doc_opstamps: Vec<Opstamp>,
-    tokenizers: Vec<Option<TextAnalyzer>>,
+    // TODO: change type
+    tokenizers: Vec<Option<Box<dyn TextAnalyzerT>>>,
     term_buffer: Term,
 }
 
@@ -70,17 +70,17 @@ impl SegmentWriter {
         let multifield_postings = MultiFieldPostingsWriter::new(schema, table_num_bits);
         let tokenizers = schema
             .fields()
-            .map(
-                |(_, field_entry): (Field, &FieldEntry)| match field_entry.field_type() {
-                    FieldType::Str(ref text_options) => text_options
+            .map(|(_, field_entry)| match field_entry.field_type() {
+                FieldType::Str(text_options) => {
+                    text_options
                         .get_indexing_options()
                         .and_then(|text_index_option| {
                             let tokenizer_name = &text_index_option.tokenizer();
                             tokenizer_manager.get(tokenizer_name)
-                        }),
-                    _ => None,
-                },
-            )
+                        })
+                }
+                _ => None,
+            })
             .collect();
         Ok(SegmentWriter {
             max_doc: 0,
@@ -141,13 +141,13 @@ impl SegmentWriter {
             }
             let (term_buffer, multifield_postings) =
                 (&mut self.term_buffer, &mut self.multifield_postings);
-            match *field_entry.field_type() {
+            match field_entry.field_type() {
                 FieldType::HierarchicalFacet => {
                     term_buffer.set_field(field);
                     let facets =
                         field_values
                             .iter()
-                            .flat_map(|field_value| match *field_value.value() {
+                            .flat_map(|field_value| match field_value.value() {
                                 Value::Facet(ref facet) => Some(facet.encoded_str()),
                                 _ => {
                                     panic!("Expected hierarchical facet");
@@ -157,12 +157,13 @@ impl SegmentWriter {
                         let mut unordered_term_id_opt = None;
                         FacetTokenizer
                             .token_stream(facet_str)
-                            .process(&mut |token| {
+                            .map(|token| {
                                 term_buffer.set_text(&token.text);
                                 let unordered_term_id =
                                     multifield_postings.subscribe(doc_id, &term_buffer);
                                 unordered_term_id_opt = Some(unordered_term_id);
-                            });
+                            })
+                            .count();
                         if let Some(unordered_term_id) = unordered_term_id_opt {
                             self.fast_field_writers
                                 .get_multivalue_writer(field)
@@ -172,37 +173,38 @@ impl SegmentWriter {
                     }
                 }
                 FieldType::Str(_) => {
-                    let mut token_streams: Vec<BoxTokenStream> = vec![];
-                    let mut offsets = vec![];
+                    let mut streams_with_offsets = vec![];
                     let mut total_offset = 0;
 
                     for field_value in field_values {
                         match field_value.value() {
                             Value::PreTokStr(tok_str) => {
-                                offsets.push(total_offset);
+                                streams_with_offsets.push((
+                                    Box::new(PreTokenizedStream::from(tok_str.clone()))
+                                        as Box<dyn Iterator<Item = Token>>,
+                                    total_offset,
+                                ));
                                 if let Some(last_token) = tok_str.tokens.last() {
                                     total_offset += last_token.offset_to;
                                 }
-                                token_streams
-                                    .push(PreTokenizedStream::from(tok_str.clone()).into());
                             }
-                            Value::Str(ref text) => {
+                            Value::Str(text) => {
                                 if let Some(ref mut tokenizer) =
                                     self.tokenizers[field.field_id() as usize]
                                 {
-                                    offsets.push(total_offset);
+                                    streams_with_offsets
+                                        .push((tokenizer.token_stream(text), total_offset));
                                     total_offset += text.len();
-                                    token_streams.push(tokenizer.token_stream(text));
                                 }
                             }
                             _ => (),
                         }
                     }
 
-                    let num_tokens = if token_streams.is_empty() {
+                    let num_tokens = if streams_with_offsets.is_empty() {
                         0
                     } else {
-                        let mut token_stream = TokenStreamChain::new(offsets, token_streams);
+                        let mut token_stream = DynTokenStreamChain::from_vec(streams_with_offsets);
                         multifield_postings.index_text(
                             doc_id,
                             field,
@@ -213,71 +215,62 @@ impl SegmentWriter {
 
                     self.fieldnorms_writer.record(doc_id, field, num_tokens);
                 }
-                FieldType::U64(ref int_option) => {
-                    if int_option.is_indexed() {
-                        for field_value in field_values {
-                            term_buffer.set_field(field_value.field());
-                            let u64_val = field_value
-                                .value()
-                                .u64_value()
-                                .ok_or_else(make_schema_error)?;
-                            term_buffer.set_u64(u64_val);
-                            multifield_postings.subscribe(doc_id, &term_buffer);
-                        }
+                FieldType::U64(int_option) if int_option.is_indexed() => {
+                    for field_value in field_values {
+                        term_buffer.set_field(field_value.field());
+                        let u64_val = field_value
+                            .value()
+                            .u64_value()
+                            .ok_or_else(make_schema_error)?;
+                        term_buffer.set_u64(u64_val);
+                        multifield_postings.subscribe(doc_id, &term_buffer);
                     }
                 }
-                FieldType::Date(ref int_option) => {
-                    if int_option.is_indexed() {
-                        for field_value in field_values {
-                            term_buffer.set_field(field_value.field());
-                            let date_val = field_value
-                                .value()
-                                .date_value()
-                                .ok_or_else(make_schema_error)?;
-                            term_buffer.set_i64(date_val.timestamp());
-                            multifield_postings.subscribe(doc_id, &term_buffer);
-                        }
+                FieldType::Date(int_option) if int_option.is_indexed() => {
+                    for field_value in field_values {
+                        term_buffer.set_field(field_value.field());
+                        let date_val = field_value
+                            .value()
+                            .date_value()
+                            .ok_or_else(make_schema_error)?;
+                        term_buffer.set_i64(date_val.timestamp());
+                        multifield_postings.subscribe(doc_id, &term_buffer);
                     }
                 }
-                FieldType::I64(ref int_option) => {
-                    if int_option.is_indexed() {
-                        for field_value in field_values {
-                            term_buffer.set_field(field_value.field());
-                            let i64_val = field_value
-                                .value()
-                                .i64_value()
-                                .ok_or_else(make_schema_error)?;
-                            term_buffer.set_i64(i64_val);
-                            multifield_postings.subscribe(doc_id, &term_buffer);
-                        }
+                FieldType::I64(int_option) if int_option.is_indexed() => {
+                    for field_value in field_values {
+                        term_buffer.set_field(field_value.field());
+                        let i64_val = field_value
+                            .value()
+                            .i64_value()
+                            .ok_or_else(make_schema_error)?;
+                        term_buffer.set_i64(i64_val);
+                        multifield_postings.subscribe(doc_id, &term_buffer);
                     }
                 }
-                FieldType::F64(ref int_option) => {
-                    if int_option.is_indexed() {
-                        for field_value in field_values {
-                            term_buffer.set_field(field_value.field());
-                            let f64_val = field_value
-                                .value()
-                                .f64_value()
-                                .ok_or_else(make_schema_error)?;
-                            term_buffer.set_f64(f64_val);
-                            multifield_postings.subscribe(doc_id, &term_buffer);
-                        }
+                FieldType::F64(int_option) if int_option.is_indexed() => {
+                    for field_value in field_values {
+                        term_buffer.set_field(field_value.field());
+                        let f64_val = field_value
+                            .value()
+                            .f64_value()
+                            .ok_or_else(make_schema_error)?;
+                        term_buffer.set_f64(f64_val);
+                        multifield_postings.subscribe(doc_id, &term_buffer);
                     }
                 }
-                FieldType::Bytes(ref option) => {
-                    if option.is_indexed() {
-                        for field_value in field_values {
-                            term_buffer.set_field(field_value.field());
-                            let bytes = field_value
-                                .value()
-                                .bytes_value()
-                                .ok_or_else(make_schema_error)?;
-                            term_buffer.set_bytes(bytes);
-                            self.multifield_postings.subscribe(doc_id, &term_buffer);
-                        }
+                FieldType::Bytes(option) if option.is_indexed() => {
+                    for field_value in field_values {
+                        term_buffer.set_field(field_value.field());
+                        let bytes = field_value
+                            .value()
+                            .bytes_value()
+                            .ok_or_else(make_schema_error)?;
+                        term_buffer.set_bytes(bytes);
+                        self.multifield_postings.subscribe(doc_id, &term_buffer);
                     }
                 }
+                _ => {}
             }
         }
         doc.filter_fields(|field| schema.get_field_entry(field).is_stored());

src/lib.rs

@@ -174,7 +174,7 @@ use once_cell::sync::Lazy;
 use serde::{Deserialize, Serialize};
 
 /// Index format version.
-const INDEX_FORMAT_VERSION: u32 = 2;
+const INDEX_FORMAT_VERSION: u32 = 3;
 
 /// Structure version for the index.
 #[derive(Clone, PartialEq, Eq, Serialize, Deserialize)]

src/positions/reader.rs

@@ -132,7 +132,7 @@ impl PositionReader {
             "offset arguments should be increasing."
         );
         let delta_to_block_offset = offset as i64 - self.block_offset as i64;
-        if delta_to_block_offset < 0 || delta_to_block_offset >= 128 {
+        if !(0..128).contains(&delta_to_block_offset) {
             // The first position is not within the first block.
             // We need to decompress the first block.
             let delta_to_anchor_offset = offset - self.anchor_offset;

src/positions/serializer.rs

@@ -8,7 +8,7 @@ use std::io::{self, Write};
 pub struct PositionSerializer<W: io::Write> {
     bit_packer: BitPacker4x,
     write_stream: CountingWriter<W>,
-    write_skiplist: W,
+    write_skip_index: W,
     block: Vec<u32>,
     buffer: Vec<u8>,
     num_ints: u64,
@@ -16,11 +16,11 @@ pub struct PositionSerializer<W: io::Write> {
 }
 
 impl<W: io::Write> PositionSerializer<W> {
-    pub fn new(write_stream: W, write_skiplist: W) -> PositionSerializer<W> {
+    pub fn new(write_stream: W, write_skip_index: W) -> PositionSerializer<W> {
         PositionSerializer {
             bit_packer: BitPacker4x::new(),
             write_stream: CountingWriter::wrap(write_stream),
-            write_skiplist,
+            write_skip_index,
             block: Vec::with_capacity(128),
             buffer: vec![0u8; 128 * 4],
             num_ints: 0u64,
@@ -52,7 +52,7 @@ impl<W: io::Write> PositionSerializer<W> {
 
     fn flush_block(&mut self) -> io::Result<()> {
         let num_bits = self.bit_packer.num_bits(&self.block[..]);
-        self.write_skiplist.write_all(&[num_bits])?;
+        self.write_skip_index.write_all(&[num_bits])?;
         let written_len = self
             .bit_packer
             .compress(&self.block[..], &mut self.buffer, num_bits);
@@ -70,10 +70,10 @@ impl<W: io::Write> PositionSerializer<W> {
             self.flush_block()?;
         }
         for &long_skip in &self.long_skips {
-            long_skip.serialize(&mut self.write_skiplist)?;
+            long_skip.serialize(&mut self.write_skip_index)?;
         }
-        (self.long_skips.len() as u32).serialize(&mut self.write_skiplist)?;
-        self.write_skiplist.flush()?;
+        (self.long_skips.len() as u32).serialize(&mut self.write_skip_index)?;
+        self.write_skip_index.flush()?;
         self.write_stream.flush()?;
         Ok(())
     }

src/postings/block_search.rs

@@ -109,9 +109,9 @@ impl BlockSearcher {
     /// The results should be equivalent to
     /// ```compile_fail
     /// block[..]
-    //       .iter()
-    //       .take_while(|&&val| val < target)
-    //       .count()
+    ///       .iter()
+    ///       .take_while(|&&val| val < target)
+    ///       .count()
     /// ```
     ///
     /// The `start` argument is just used to hint that the response is

src/postings/mod.rs

@@ -54,7 +54,7 @@ pub mod tests {
     use crate::DocId;
     use crate::HasLen;
     use crate::Score;
-    use std::iter;
+    use std::{iter, mem};
 
     #[test]
     pub fn test_position_write() -> crate::Result<()> {
@@ -71,6 +71,7 @@ pub mod tests {
             field_serializer.write_doc(doc_id, 4, &delta_positions)?;
         }
         field_serializer.close_term()?;
+        mem::drop(field_serializer);
         posting_serializer.close()?;
         let read = segment.open_read(SegmentComponent::POSITIONS)?;
         assert!(read.len() <= 140);
@@ -179,7 +180,7 @@ pub mod tests {
             let inverted_index = segment_reader.inverted_index(text_field)?;
             assert_eq!(inverted_index.terms().num_terms(), 1);
             let mut bytes = vec![];
-            assert!(inverted_index.terms().ord_to_term(0, &mut bytes));
+            assert!(inverted_index.terms().ord_to_term(0, &mut bytes)?);
             assert_eq!(&bytes, b"hello");
         }
         {
@@ -191,7 +192,7 @@ pub mod tests {
             let inverted_index = segment_reader.inverted_index(text_field)?;
             assert_eq!(inverted_index.terms().num_terms(), 1);
             let mut bytes = vec![];
-            assert!(inverted_index.terms().ord_to_term(0, &mut bytes));
+            assert!(inverted_index.terms().ord_to_term(0, &mut bytes)?);
             assert_eq!(&bytes[..], ok_token_text.as_bytes());
         }
         Ok(())

src/postings/postings_writer.rs

@@ -9,7 +9,6 @@ use crate::postings::{FieldSerializer, InvertedIndexSerializer};
 use crate::schema::IndexRecordOption;
 use crate::schema::{Field, FieldEntry, FieldType, Schema, Term};
 use crate::termdict::TermOrdinal;
-use crate::tokenizer::TokenStream;
 use crate::tokenizer::{Token, MAX_TOKEN_LEN};
 use crate::DocId;
 use fnv::FnvHashMap;
@@ -100,12 +99,10 @@ impl MultiFieldPostingsWriter {
         &mut self,
         doc: DocId,
         field: Field,
-        token_stream: &mut dyn TokenStream,
+        token_stream: &mut dyn Iterator<Item = Token>,
         term_buffer: &mut Term,
     ) -> u32 {
-        let postings_writer =
-            self.per_field_postings_writers[field.field_id() as usize].deref_mut();
-        postings_writer.index_text(
+        self.per_field_postings_writers[field.field_id() as usize].index_text(
             &mut self.term_index,
             doc,
             field,
@@ -217,7 +214,7 @@ pub trait PostingsWriter {
         term_index: &mut TermHashMap,
         doc_id: DocId,
         field: Field,
-        token_stream: &mut dyn TokenStream,
+        token_stream: &mut dyn Iterator<Item = Token>,
         heap: &mut MemoryArena,
         term_buffer: &mut Term,
     ) -> u32 {
@@ -242,7 +239,7 @@ pub trait PostingsWriter {
                 );
             }
         };
-        token_stream.process(&mut sink)
+        token_stream.map(|tok| sink(&tok)).count() as u32
     }
 
     fn total_num_tokens(&self) -> u64;

src/postings/skip.rs

@@ -1,32 +1,46 @@
-use crate::common::{read_u32_vint_no_advance, serialize_vint_u32, BinarySerializable};
+use std::convert::TryInto;
+
 use crate::directory::OwnedBytes;
 use crate::postings::compression::{compressed_block_size, COMPRESSION_BLOCK_SIZE};
 use crate::query::BM25Weight;
 use crate::schema::IndexRecordOption;
 use crate::{DocId, Score, TERMINATED};
 
+#[inline(always)]
+fn encode_block_wand_max_tf(max_tf: u32) -> u8 {
+    max_tf.min(u8::MAX as u32) as u8
+}
+
+#[inline(always)]
+fn decode_block_wand_max_tf(max_tf_code: u8) -> u32 {
+    if max_tf_code == u8::MAX {
+        u32::MAX
+    } else {
+        max_tf_code as u32
+    }
+}
+
+#[inline(always)]
+fn read_u32(data: &[u8]) -> u32 {
+    u32::from_le_bytes(data[..4].try_into().unwrap())
+}
+
+#[inline(always)]
+fn write_u32(val: u32, buf: &mut Vec<u8>) {
+    buf.extend_from_slice(&val.to_le_bytes());
+}
+
 pub struct SkipSerializer {
     buffer: Vec<u8>,
-    prev_doc: DocId,
 }
 
 impl SkipSerializer {
     pub fn new() -> SkipSerializer {
-        SkipSerializer {
-            buffer: Vec::new(),
-            prev_doc: 0u32,
-        }
+        SkipSerializer { buffer: Vec::new() }
     }
 
     pub fn write_doc(&mut self, last_doc: DocId, doc_num_bits: u8) {
-        assert!(
-            last_doc > self.prev_doc,
-            "write_doc(...) called with non-increasing doc ids. \
-             Did you forget to call clear maybe?"
-        );
-        let delta_doc = last_doc - self.prev_doc;
-        self.prev_doc = last_doc;
-        delta_doc.serialize(&mut self.buffer).unwrap();
+        write_u32(last_doc, &mut self.buffer);
         self.buffer.push(doc_num_bits);
     }
 
@@ -35,16 +49,13 @@ impl SkipSerializer {
     }
 
     pub fn write_total_term_freq(&mut self, tf_sum: u32) {
-        tf_sum
-            .serialize(&mut self.buffer)
-            .expect("Should never fail");
+        write_u32(tf_sum, &mut self.buffer);
     }
 
     pub fn write_blockwand_max(&mut self, fieldnorm_id: u8, term_freq: u32) {
-        self.buffer.push(fieldnorm_id);
-        let mut buf = [0u8; 8];
-        let bytes = serialize_vint_u32(term_freq, &mut buf);
-        self.buffer.extend_from_slice(bytes);
+        let block_wand_tf = encode_block_wand_max_tf(term_freq);
+        self.buffer
+            .extend_from_slice(&[fieldnorm_id, block_wand_tf]);
     }
 
     pub fn data(&self) -> &[u8] {
@@ -52,7 +63,6 @@ impl SkipSerializer {
     }
 
     pub fn clear(&mut self) {
-        self.prev_doc = 0u32;
         self.buffer.clear();
     }
 }
@@ -159,18 +169,13 @@ impl SkipReader {
     }
 
     fn read_block_info(&mut self) {
-        let doc_delta = {
-            let bytes = self.owned_read.as_slice();
-            let mut buf = [0; 4];
-            buf.copy_from_slice(&bytes[..4]);
-            u32::from_le_bytes(buf)
-        };
-        self.last_doc_in_block += doc_delta as DocId;
-        let doc_num_bits = self.owned_read.as_slice()[4];
-
+        let bytes = self.owned_read.as_slice();
+        let advance_len: usize;
+        self.last_doc_in_block = read_u32(bytes);
+        let doc_num_bits = bytes[4];
         match self.skip_info {
             IndexRecordOption::Basic => {
-                self.owned_read.advance(5);
+                advance_len = 5;
                 self.block_info = BlockInfo::BitPacked {
                     doc_num_bits,
                     tf_num_bits: 0,
@@ -180,11 +185,10 @@ impl SkipReader {
                 };
             }
             IndexRecordOption::WithFreqs => {
-                let bytes = self.owned_read.as_slice();
                 let tf_num_bits = bytes[5];
                 let block_wand_fieldnorm_id = bytes[6];
-                let (block_wand_term_freq, num_bytes) = read_u32_vint_no_advance(&bytes[7..]);
-                self.owned_read.advance(7 + num_bytes);
+                let block_wand_term_freq = decode_block_wand_max_tf(bytes[7]);
+                advance_len = 8;
                 self.block_info = BlockInfo::BitPacked {
                     doc_num_bits,
                     tf_num_bits,
@@ -194,16 +198,11 @@ impl SkipReader {
                 };
             }
             IndexRecordOption::WithFreqsAndPositions => {
-                let bytes = self.owned_read.as_slice();
                 let tf_num_bits = bytes[5];
-                let tf_sum = {
-                    let mut buf = [0; 4];
-                    buf.copy_from_slice(&bytes[6..10]);
-                    u32::from_le_bytes(buf)
-                };
+                let tf_sum = read_u32(&bytes[6..10]);
                 let block_wand_fieldnorm_id = bytes[10];
-                let (block_wand_term_freq, num_bytes) = read_u32_vint_no_advance(&bytes[11..]);
-                self.owned_read.advance(11 + num_bytes);
+                let block_wand_term_freq = decode_block_wand_max_tf(bytes[11]);
+                advance_len = 12;
                 self.block_info = BlockInfo::BitPacked {
                     doc_num_bits,
                     tf_num_bits,
@@ -213,6 +212,7 @@ impl SkipReader {
                 };
             }
         }
+        self.owned_read.advance(advance_len);
     }
 
     pub fn block_info(&self) -> BlockInfo {
@@ -274,6 +274,24 @@ mod tests {
     use crate::directory::OwnedBytes;
     use crate::postings::compression::COMPRESSION_BLOCK_SIZE;
 
+    #[test]
+    fn test_encode_block_wand_max_tf() {
+        for tf in 0..255 {
+            assert_eq!(super::encode_block_wand_max_tf(tf), tf as u8);
+        }
+        for &tf in &[255, 256, 1_000_000, u32::MAX] {
+            assert_eq!(super::encode_block_wand_max_tf(tf), 255);
+        }
+    }
+
+    #[test]
+    fn test_decode_block_wand_max_tf() {
+        for tf in 0..255 {
+            assert_eq!(super::decode_block_wand_max_tf(tf), tf as u32);
+        }
+        assert_eq!(super::decode_block_wand_max_tf(255), u32::MAX);
+    }
+
     #[test]
     fn test_skip_with_freq() {
         let buf = {

src/query/automaton_weight.rs

@@ -20,6 +20,7 @@ pub struct AutomatonWeight<A> {
 impl<A> AutomatonWeight<A>
 where
     A: Automaton + Send + Sync + 'static,
+    A::State: Clone,
 {
     /// Create a new AutomationWeight
     pub fn new<IntoArcA: Into<Arc<A>>>(field: Field, automaton: IntoArcA) -> AutomatonWeight<A> {
@@ -42,6 +43,7 @@ where
 impl<A> Weight for AutomatonWeight<A>
 where
     A: Automaton + Send + Sync + 'static,
+    A::State: Clone,
 {
     fn scorer(&self, reader: &SegmentReader, boost: Score) -> crate::Result<Box<dyn Scorer>> {
         let max_doc = reader.max_doc();
@@ -102,6 +104,7 @@ mod tests {
         index
     }
 
+    #[derive(Clone, Copy)]
     enum State {
         Start,
         NotMatching,

src/query/query_parser/query_parser.rs

@@ -289,7 +289,7 @@ impl QueryParser {
             let field_name = field_entry.name().to_string();
             return Err(QueryParserError::FieldNotIndexed(field_name));
         }
-        match *field_type {
+        match field_type {
             FieldType::I64(_) => {
                 let val: i64 = i64::from_str(phrase)?;
                 let term = Term::from_field_i64(field, val);
@@ -312,7 +312,7 @@ impl QueryParser {
                 let term = Term::from_field_u64(field, val);
                 Ok(vec![(0, term)])
             }
-            FieldType::Str(ref str_options) => {
+            FieldType::Str(str_options) => {
                 if let Some(option) = str_options.get_indexing_options() {
                     let tokenizer =
                         self.tokenizer_manager
@@ -323,15 +323,14 @@ impl QueryParser {
                                     option.tokenizer().to_string(),
                                 )
                             })?;
-                    let mut terms: Vec<(usize, Term)> = Vec::new();
-                    let mut token_stream = tokenizer.token_stream(phrase);
-                    token_stream.process(&mut |token| {
-                        let term = Term::from_field_text(field, &token.text);
-                        terms.push((token.position, term));
-                    });
-                    if terms.is_empty() {
-                        Ok(vec![])
-                    } else if terms.len() == 1 {
+                    let token_stream = tokenizer.token_stream(phrase);
+                    let terms: Vec<_> = token_stream
+                        .map(|token| {
+                            let term = Term::from_field_text(field, &token.text);
+                            (token.position, term)
+                        })
+                        .collect();
+                    if terms.len() <= 1 {
                         Ok(terms)
                     } else {
                         let field_entry = self.schema.get_field_entry(field);
@@ -414,7 +413,7 @@ impl QueryParser {
         &self,
         given_field: &Option<String>,
     ) -> Result<Cow<'_, [Field]>, QueryParserError> {
-        match *given_field {
+        match given_field {
             None => {
                 if self.default_fields.is_empty() {
                     Err(QueryParserError::NoDefaultFieldDeclared)
@@ -422,7 +421,7 @@ impl QueryParser {
                     Ok(Cow::from(&self.default_fields[..]))
                 }
             }
-            Some(ref field) => Ok(Cow::from(vec![self.resolve_field_name(&*field)?])),
+            Some(field) => Ok(Cow::from(vec![self.resolve_field_name(&*field)?])),
         }
     }
 
@@ -574,15 +573,12 @@ fn convert_to_query(logical_ast: LogicalAST) -> Box<dyn Query> {
 #[cfg(test)]
 mod test {
     use super::super::logical_ast::*;
-    use super::QueryParser;
-    use super::QueryParserError;
+    use super::*;
     use crate::query::Query;
     use crate::schema::Field;
     use crate::schema::{IndexRecordOption, TextFieldIndexing, TextOptions};
     use crate::schema::{Schema, Term, INDEXED, STORED, STRING, TEXT};
-    use crate::tokenizer::{
-        LowerCaser, SimpleTokenizer, StopWordFilter, TextAnalyzer, TokenizerManager,
-    };
+    use crate::tokenizer::{analyzer_builder, LowerCaser, SimpleTokenizer, StopWordFilter};
     use crate::Index;
     use matches::assert_matches;
 
@@ -620,9 +616,10 @@ mod test {
         let tokenizer_manager = TokenizerManager::default();
         tokenizer_manager.register(
             "en_with_stop_words",
-            TextAnalyzer::from(SimpleTokenizer)
-                .filter(LowerCaser)
-                .filter(StopWordFilter::remove(vec!["the".to_string()])),
+            analyzer_builder(SimpleTokenizer)
+                .filter(LowerCaser::new())
+                .filter(StopWordFilter::remove(vec!["the".to_string()]))
+                .build(),
         );
         QueryParser::new(schema, default_fields, tokenizer_manager)
     }

src/query/term_query/term_scorer.rs

@@ -302,7 +302,7 @@ mod tests {
         let mut rng = rand::thread_rng();
         writer.set_merge_policy(Box::new(NoMergePolicy));
         for _ in 0..3_000 {
-            let term_freq = rng.gen_range(1, 10000);
+            let term_freq = rng.gen_range(1..10000);
             let words: Vec<&str> = std::iter::repeat("bbbb").take(term_freq).collect();
             let text = words.join(" ");
             writer.add_document(doc!(text_field=>text));

src/schema/facet.rs

@@ -233,6 +233,7 @@ mod tests {
         assert_eq!(Facet::root(), Facet::from("/"));
         assert_eq!(format!("{}", Facet::root()), "/");
         assert!(Facet::root().is_root());
+        assert_eq!(Facet::root().encoded_str(), "");
     }
 
     #[test]

src/schema/named_field_document.rs

@@ -1,5 +1,5 @@
 use crate::schema::Value;
-use serde::Serialize;
+use serde::{Deserialize, Serialize};
 use std::collections::BTreeMap;
 
 /// Internal representation of a document used for JSON
@@ -8,5 +8,5 @@ use std::collections::BTreeMap;
 /// A `NamedFieldDocument` is a simple representation of a document
 /// as a `BTreeMap<String, Vec<Value>>`.
 ///
-#[derive(Serialize)]
+#[derive(Debug, Deserialize, Serialize)]
 pub struct NamedFieldDocument(pub BTreeMap<String, Vec<Value>>);

src/snippet/mod.rs

@@ -1,7 +1,7 @@
 use crate::query::Query;
 use crate::schema::Field;
 use crate::schema::Value;
-use crate::tokenizer::{TextAnalyzer, Token};
+use crate::tokenizer::{TextAnalyzerT, Token};
 use crate::Searcher;
 use crate::{Document, Score};
 use htmlescape::encode_minimal;
@@ -139,9 +139,9 @@ impl Snippet {
 ///
 /// Fragments must be valid in the sense that `&text[fragment.start..fragment.stop]`\
 /// has to be a valid string.
-fn search_fragments<'a>(
-    tokenizer: &TextAnalyzer,
-    text: &'a str,
+fn search_fragments(
+    tokenizer: &dyn TextAnalyzerT,
+    text: &str,
     terms: &BTreeMap<String, Score>,
     max_num_chars: usize,
 ) -> Vec<FragmentCandidate> {
@@ -155,7 +155,7 @@ fn search_fragments<'a>(
             };
             fragment = FragmentCandidate::new(next.offset_from);
         }
-        fragment.try_add_token(next, &terms);
+        fragment.try_add_token(&next, &terms);
     }
     if fragment.score > 0.0 {
         fragments.push(fragment)
@@ -249,7 +249,7 @@ fn select_best_fragment_combination(fragments: &[FragmentCandidate], text: &str)
 /// ```
 pub struct SnippetGenerator {
     terms_text: BTreeMap<String, Score>,
-    tokenizer: TextAnalyzer,
+    tokenizer: Box<dyn TextAnalyzerT>,
     field: Field,
     max_num_chars: usize,
 }
@@ -297,33 +297,37 @@ impl SnippetGenerator {
     ///
     /// This method extract the text associated to the `SnippetGenerator`'s field
     /// and computes a snippet.
-    pub fn snippet_from_doc(&self, doc: &Document) -> Snippet {
+    pub fn snippet_from_doc(&mut self, doc: &Document) -> Snippet {
         let text: String = doc
             .get_all(self.field)
             .flat_map(Value::text)
             .collect::<Vec<&str>>()
             .join(" ");
-        self.snippet(&text)
+        self.snippet(text.as_ref())
     }
 
     /// Generates a snippet for the given text.
-    pub fn snippet(&self, text: &str) -> Snippet {
-        let fragment_candidates =
-            search_fragments(&self.tokenizer, &text, &self.terms_text, self.max_num_chars);
-        select_best_fragment_combination(&fragment_candidates[..], &text)
+    pub fn snippet(&mut self, text: &str) -> Snippet {
+        let fragment_candidates = search_fragments(
+            &mut *self.tokenizer,
+            text,
+            &self.terms_text,
+            self.max_num_chars,
+        );
+        select_best_fragment_combination(&fragment_candidates[..], text)
     }
 }
 
 #[cfg(test)]
 mod tests {
-    use super::{search_fragments, select_best_fragment_combination};
+    use super::*;
     use crate::query::QueryParser;
     use crate::schema::{IndexRecordOption, Schema, TextFieldIndexing, TextOptions, TEXT};
     use crate::tokenizer::SimpleTokenizer;
+    use crate::tokenizer::TextAnalyzer;
     use crate::Index;
     use crate::SnippetGenerator;
     use maplit::btreemap;
-    use std::collections::BTreeMap;
     use std::iter::Iterator;
 
     const TEST_TEXT: &'static str = r#"Rust is a systems programming language sponsored by
@@ -346,7 +350,13 @@ Survey in 2016, 2017, and 2018."#;
             String::from("rust") => 1.0,
             String::from("language") => 0.9
         };
-        let fragments = search_fragments(&From::from(SimpleTokenizer), TEST_TEXT, &terms, 100);
+
+        let fragments = search_fragments(
+            &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+            TEST_TEXT,
+            &terms,
+            100,
+        );
         assert_eq!(fragments.len(), 7);
         {
             let first = &fragments[0];
@@ -373,7 +383,12 @@ Survey in 2016, 2017, and 2018."#;
                 String::from("rust") =>1.0,
                 String::from("language") => 0.9
             };
-            let fragments = search_fragments(&From::from(SimpleTokenizer), TEST_TEXT, &terms, 20);
+            let fragments = search_fragments(
+                &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+                TEST_TEXT,
+                &terms,
+                20,
+            );
             {
                 let first = &fragments[0];
                 assert_eq!(first.score, 1.0);
@@ -387,7 +402,12 @@ Survey in 2016, 2017, and 2018."#;
                 String::from("rust") =>0.9,
                 String::from("language") => 1.0
             };
-            let fragments = search_fragments(&From::from(SimpleTokenizer), TEST_TEXT, &terms, 20);
+            let fragments = search_fragments(
+                &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+                TEST_TEXT,
+                &terms,
+                20,
+            );
             //assert_eq!(fragments.len(), 7);
             {
                 let first = &fragments[0];
@@ -406,7 +426,12 @@ Survey in 2016, 2017, and 2018."#;
         let mut terms = BTreeMap::new();
         terms.insert(String::from("c"), 1.0);
 
-        let fragments = search_fragments(&From::from(SimpleTokenizer), &text, &terms, 3);
+        let fragments = search_fragments(
+            &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+            &text,
+            &terms,
+            3,
+        );
 
         assert_eq!(fragments.len(), 1);
         {
@@ -428,7 +453,12 @@ Survey in 2016, 2017, and 2018."#;
         let mut terms = BTreeMap::new();
         terms.insert(String::from("f"), 1.0);
 
-        let fragments = search_fragments(&From::from(SimpleTokenizer), &text, &terms, 3);
+        let fragments = search_fragments(
+            &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+            &text,
+            &terms,
+            3,
+        );
 
         assert_eq!(fragments.len(), 2);
         {
@@ -451,7 +481,12 @@ Survey in 2016, 2017, and 2018."#;
         terms.insert(String::from("f"), 1.0);
         terms.insert(String::from("a"), 0.9);
 
-        let fragments = search_fragments(&From::from(SimpleTokenizer), &text, &terms, 7);
+        let fragments = search_fragments(
+            &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+            &text,
+            &terms,
+            7,
+        );
 
         assert_eq!(fragments.len(), 2);
         {
@@ -473,7 +508,12 @@ Survey in 2016, 2017, and 2018."#;
         let mut terms = BTreeMap::new();
         terms.insert(String::from("z"), 1.0);
 
-        let fragments = search_fragments(&From::from(SimpleTokenizer), &text, &terms, 3);
+        let fragments = search_fragments(
+            &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+            &text,
+            &terms,
+            3,
+        );
 
         assert_eq!(fragments.len(), 0);
 
@@ -487,7 +527,12 @@ Survey in 2016, 2017, and 2018."#;
         let text = "a b c d";
 
         let terms = BTreeMap::new();
-        let fragments = search_fragments(&From::from(SimpleTokenizer), &text, &terms, 3);
+        let fragments = search_fragments(
+            &Into::<TextAnalyzer<_>>::into(SimpleTokenizer),
+            &text,
+            &terms,
+            3,
+        );
         assert_eq!(fragments.len(), 0);
 
         let snippet = select_best_fragment_combination(&fragments[..], &text);
@@ -572,12 +617,12 @@ Survey in 2016, 2017, and 2018."#;
         let mut snippet_generator =
             SnippetGenerator::create(&searcher, &*query, text_field).unwrap();
         {
-            let snippet = snippet_generator.snippet(TEST_TEXT);
+            let snippet = snippet_generator.snippet(TEST_TEXT.into());
             assert_eq!(snippet.to_html(), "imperative-procedural paradigms. <b>Rust</b> is syntactically similar to C++[according to whom?],\nbut its <b>designers</b> intend it to provide better memory safety");
         }
         {
             snippet_generator.set_max_num_chars(90);
-            let snippet = snippet_generator.snippet(TEST_TEXT);
+            let snippet = snippet_generator.snippet(TEST_TEXT.into());
             assert_eq!(snippet.to_html(), "<b>Rust</b> is syntactically similar to C++[according to whom?],\nbut its <b>designers</b> intend it to");
         }
     }

src/store/compression_lz4.rs

@@ -3,7 +3,7 @@ use std::io::{self, Read, Write};
 /// Name of the compression scheme used in the doc store.
 ///
 /// This name is appended to the version string of tantivy.
-pub const COMPRESSION: &'static str = "lz4";
+pub const COMPRESSION: &str = "lz4";
 
 pub fn compress(uncompressed: &[u8], compressed: &mut Vec<u8>) -> io::Result<()> {
     compressed.clear();

src/store/index/skip_index.rs

@@ -35,11 +35,11 @@ struct Layer {
 }
 
 impl Layer {
-    fn cursor<'a>(&'a self) -> impl Iterator<Item = Checkpoint> + 'a {
+    fn cursor(&self) -> impl Iterator<Item = Checkpoint> + '_ {
         self.cursor_at_offset(0u64)
     }
 
-    fn cursor_at_offset<'a>(&'a self, start_offset: u64) -> impl Iterator<Item = Checkpoint> + 'a {
+    fn cursor_at_offset(&self, start_offset: u64) -> impl Iterator<Item = Checkpoint> + '_ {
         let data = &self.data.as_slice();
         LayerCursor {
             remaining: &data[start_offset as usize..],
@@ -59,7 +59,7 @@ pub struct SkipIndex {
 }
 
 impl SkipIndex {
-    pub(crate) fn checkpoints<'a>(&'a self) -> impl Iterator<Item = Checkpoint> + 'a {
+    pub(crate) fn checkpoints(&self) -> impl Iterator<Item = Checkpoint> + '_ {
         self.layers
             .last()
             .into_iter()

src/store/reader.rs

@@ -46,7 +46,7 @@ impl StoreReader {
         })
     }
 
-    pub(crate) fn block_checkpoints<'a>(&'a self) -> impl Iterator<Item = Checkpoint> + 'a {
+    pub(crate) fn block_checkpoints(&self) -> impl Iterator<Item = Checkpoint> + '_ {
         self.skip_index.checkpoints()
     }
 

src/termdict/fst_termdict/termdict.rs

@@ -80,7 +80,6 @@ where
                 .serialize(&mut counting_writer)?;
             let footer_size = counting_writer.written_bytes();
             (footer_size as u64).serialize(&mut counting_writer)?;
-            counting_writer.flush()?;
         }
         Ok(file)
     }
@@ -152,7 +151,7 @@ impl TermDictionary {
     ///
     /// Regardless of whether the term is found or not,
     /// the buffer may be modified.
-    pub fn ord_to_term(&self, mut ord: TermOrdinal, bytes: &mut Vec<u8>) -> bool {
+    pub fn ord_to_term(&self, mut ord: TermOrdinal, bytes: &mut Vec<u8>) -> io::Result<bool> {
         bytes.clear();
         let fst = self.fst_index.as_fst();
         let mut node = fst.root();
@@ -167,10 +166,10 @@ impl TermDictionary {
                 let new_node_addr = transition.addr;
                 node = fst.node(new_node_addr);
             } else {
-                return false;
+                return Ok(false);
             }
         }
-        true
+        Ok(true)
     }
 
     /// Returns the number of terms in the dictionary.

src/termdict/tests.rs

@@ -50,7 +50,7 @@ fn test_term_ordinals() -> crate::Result<()> {
     for (term_ord, term) in COUNTRIES.iter().enumerate() {
         assert_eq!(term_dict.term_ord(term)?, Some(term_ord as u64));
         let mut bytes = vec![];
-        assert!(term_dict.ord_to_term(term_ord as u64, &mut bytes));
+        assert!(term_dict.ord_to_term(term_ord as u64, &mut bytes)?);
         assert_eq!(bytes, term.as_bytes());
     }
     Ok(())
@@ -249,8 +249,7 @@ fn test_empty_string() -> crate::Result<()> {
     Ok(())
 }
 
-#[test]
-fn test_stream_range_boundaries() -> crate::Result<()> {
+fn stream_range_test_dict() -> crate::Result<TermDictionary> {
     let buffer: Vec<u8> = {
         let mut term_dictionary_builder = TermDictionaryBuilder::create(Vec::new())?;
         for i in 0u8..10u8 {
@@ -260,84 +259,96 @@ fn test_stream_range_boundaries() -> crate::Result<()> {
         term_dictionary_builder.finish()?
     };
     let file = FileSlice::from(buffer);
-    let term_dictionary: TermDictionary = TermDictionary::open(file)?;
+    TermDictionary::open(file)
+}
 
-    let value_list = |mut streamer: TermStreamer<'_>, backwards: bool| {
+#[test]
+fn test_stream_range_boundaries_forward() -> crate::Result<()> {
+    let term_dictionary = stream_range_test_dict()?;
+    let value_list = |mut streamer: TermStreamer<'_>| {
         let mut res: Vec<u32> = vec![];
         while let Some((_, ref v)) = streamer.next() {
             res.push(v.doc_freq);
         }
-        if backwards {
-            res.reverse();
-        }
         res
     };
-    {
-        let range = term_dictionary.range().backward().into_stream()?;
-        assert_eq!(
-            value_list(range, true),
-            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
-        );
-    }
     {
         let range = term_dictionary.range().ge([2u8]).into_stream()?;
         assert_eq!(
-            value_list(range, false),
-            vec![2u32, 3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
-        );
-    }
-    {
-        let range = term_dictionary.range().ge([2u8]).backward().into_stream()?;
-        assert_eq!(
-            value_list(range, true),
+            value_list(range),
             vec![2u32, 3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
         );
     }
     {
         let range = term_dictionary.range().gt([2u8]).into_stream()?;
         assert_eq!(
-            value_list(range, false),
-            vec![3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
-        );
-    }
-    {
-        let range = term_dictionary.range().gt([2u8]).backward().into_stream()?;
-        assert_eq!(
-            value_list(range, true),
+            value_list(range),
             vec![3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
         );
     }
     {
         let range = term_dictionary.range().lt([6u8]).into_stream()?;
-        assert_eq!(
-            value_list(range, false),
-            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32]
-        );
-    }
-    {
-        let range = term_dictionary.range().lt([6u8]).backward().into_stream()?;
-        assert_eq!(
-            value_list(range, true),
-            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32]
-        );
+        assert_eq!(value_list(range), vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32]);
     }
     {
         let range = term_dictionary.range().le([6u8]).into_stream()?;
         assert_eq!(
-            value_list(range, false),
-            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32, 6u32]
-        );
-    }
-    {
-        let range = term_dictionary.range().le([6u8]).backward().into_stream()?;
-        assert_eq!(
-            value_list(range, true),
+            value_list(range),
             vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32, 6u32]
         );
     }
     {
         let range = term_dictionary.range().ge([0u8]).lt([5u8]).into_stream()?;
-        assert_eq!(value_list(range, false), vec![0u32, 1u32, 2u32, 3u32, 4u32]);
+        assert_eq!(value_list(range), vec![0u32, 1u32, 2u32, 3u32, 4u32]);
+    }
+    Ok(())
+}
+
+#[test]
+fn test_stream_range_boundaries_backward() -> crate::Result<()> {
+    let term_dictionary = stream_range_test_dict()?;
+    let value_list_backward = |mut streamer: TermStreamer<'_>| {
+        let mut res: Vec<u32> = vec![];
+        while let Some((_, ref v)) = streamer.next() {
+            res.push(v.doc_freq);
+        }
+        res.reverse();
+        res
+    };
+    {
+        let range = term_dictionary.range().backward().into_stream()?;
+        assert_eq!(
+            value_list_backward(range),
+            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
+        );
+    }
+    {
+        let range = term_dictionary.range().ge([2u8]).backward().into_stream()?;
+        assert_eq!(
+            value_list_backward(range),
+            vec![2u32, 3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
+        );
+    }
+    {
+        let range = term_dictionary.range().gt([2u8]).backward().into_stream()?;
+        assert_eq!(
+            value_list_backward(range),
+            vec![3u32, 4u32, 5u32, 6u32, 7u32, 8u32, 9u32]
+        );
+    }
+    {
+        let range = term_dictionary.range().lt([6u8]).backward().into_stream()?;
+        assert_eq!(
+            value_list_backward(range),
+            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32]
+        );
+    }
+    {
+        let range = term_dictionary.range().le([6u8]).backward().into_stream()?;
+        assert_eq!(
+            value_list_backward(range),
+            vec![0u32, 1u32, 2u32, 3u32, 4u32, 5u32, 6u32]
+        );
     }
     {
         let range = term_dictionary
@@ -346,11 +357,38 @@ fn test_stream_range_boundaries() -> crate::Result<()> {
             .lt([5u8])
             .backward()
             .into_stream()?;
-        assert_eq!(value_list(range, true), vec![0u32, 1u32, 2u32, 3u32, 4u32]);
+        assert_eq!(
+            value_list_backward(range),
+            vec![0u32, 1u32, 2u32, 3u32, 4u32]
+        );
     }
     Ok(())
 }
 
+#[test]
+fn test_ord_to_term() -> crate::Result<()> {
+    let termdict = stream_range_test_dict()?;
+    let mut bytes = vec![];
+    for b in 0u8..10u8 {
+        termdict.ord_to_term(b as u64, &mut bytes)?;
+        assert_eq!(&bytes, &[b]);
+    }
+    Ok(())
+}
+
+#[test]
+fn test_stream_term_ord() -> crate::Result<()> {
+    let termdict = stream_range_test_dict()?;
+    let mut stream = termdict.stream()?;
+    for b in 0u8..10u8 {
+        assert!(stream.advance(), true);
+        assert_eq!(stream.term_ord(), b as u64);
+        assert_eq!(stream.key(), &[b]);
+    }
+    assert!(!stream.advance());
+    Ok(())
+}
+
 #[test]
 fn test_automaton_search() -> crate::Result<()> {
     use crate::query::DFAWrapper;

src/tokenizer/alphanum_only.rs

@@ -2,16 +2,16 @@
 //! ```rust
 //! use tantivy::tokenizer::*;
 //!
-//! let tokenizer = TextAnalyzer::from(RawTokenizer)
-//!   .filter(AlphaNumOnlyFilter);
+//! let tokenizer = analyzer_builder(RawTokenizer)
+//!   .filter(AlphaNumOnlyFilter).build();
 //!
 //! let mut stream = tokenizer.token_stream("hello there");
 //! // is none because the raw filter emits one token that
 //! // contains a space
 //! assert!(stream.next().is_none());
 //!
-//! let tokenizer = TextAnalyzer::from(SimpleTokenizer)
-//!   .filter(AlphaNumOnlyFilter);
+//! let tokenizer = analyzer_builder(SimpleTokenizer)
+//!   .filter(AlphaNumOnlyFilter).build();
 //!
 //! let mut stream = tokenizer.token_stream("hello there 💣");
 //! assert!(stream.next().is_some());
@@ -19,45 +19,18 @@
 //! // the "emoji" is dropped because its not an alphanum
 //! assert!(stream.next().is_none());
 //! ```
-use super::{BoxTokenStream, Token, TokenFilter, TokenStream};
+use super::{Token, TokenFilter};
 
 /// `TokenFilter` that removes all tokens that contain non
 /// ascii alphanumeric characters.
-#[derive(Clone)]
+#[derive(Clone, Debug, Default)]
 pub struct AlphaNumOnlyFilter;
 
-pub struct AlphaNumOnlyFilterStream<'a> {
-    tail: BoxTokenStream<'a>,
-}
-
-impl<'a> AlphaNumOnlyFilterStream<'a> {
-    fn predicate(&self, token: &Token) -> bool {
-        token.text.chars().all(|c| c.is_ascii_alphanumeric())
-    }
-}
-
 impl TokenFilter for AlphaNumOnlyFilter {
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a> {
-        BoxTokenStream::from(AlphaNumOnlyFilterStream { tail: token_stream })
-    }
-}
-
-impl<'a> TokenStream for AlphaNumOnlyFilterStream<'a> {
-    fn advance(&mut self) -> bool {
-        while self.tail.advance() {
-            if self.predicate(self.tail.token()) {
-                return true;
-            }
+    fn transform(&mut self, token: Token) -> Option<Token> {
+        if token.text.chars().all(|c| c.is_ascii_alphanumeric()) {
+            return Some(token);
         }
-
-        false
-    }
-
-    fn token(&self) -> &Token {
-        self.tail.token()
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        self.tail.token_mut()
+        None
     }
 }

src/tokenizer/ascii_folding_filter.rs

@@ -1,45 +1,31 @@
-use super::{BoxTokenStream, Token, TokenFilter, TokenStream};
+use super::{Token, TokenFilter};
 use std::mem;
 
 /// This class converts alphabetic, numeric, and symbolic Unicode characters
 /// which are not in the first 127 ASCII characters (the "Basic Latin" Unicode
 /// block) into their ASCII equivalents, if one exists.
-#[derive(Clone)]
-pub struct AsciiFoldingFilter;
-
-impl TokenFilter for AsciiFoldingFilter {
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a> {
-        From::from(AsciiFoldingFilterTokenStream {
-            tail: token_stream,
-            buffer: String::with_capacity(100),
-        })
-    }
-}
-
-pub struct AsciiFoldingFilterTokenStream<'a> {
+#[derive(Clone, Debug, Default)]
+pub struct AsciiFolding {
     buffer: String,
-    tail: BoxTokenStream<'a>,
 }
 
-impl<'a> TokenStream for AsciiFoldingFilterTokenStream<'a> {
-    fn advance(&mut self) -> bool {
-        if !self.tail.advance() {
-            return false;
+impl AsciiFolding {
+    /// Construct a new `AsciiFolding` filter.
+    pub fn new() -> Self {
+        Self {
+            buffer: String::with_capacity(100),
         }
-        if !self.token_mut().text.is_ascii() {
+    }
+}
+
+impl TokenFilter for AsciiFolding {
+    fn transform(&mut self, mut token: Token) -> Option<Token> {
+        if !token.text.is_ascii() {
             // ignore its already ascii
-            to_ascii(&mut self.tail.token_mut().text, &mut self.buffer);
-            mem::swap(&mut self.tail.token_mut().text, &mut self.buffer);
+            to_ascii(&token.text, &mut self.buffer);
+            mem::swap(&mut token.text, &mut self.buffer);
         }
-        true
-    }
-
-    fn token(&self) -> &Token {
-        self.tail.token()
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        self.tail.token_mut()
+        Some(token)
     }
 }
 
@@ -1526,7 +1512,7 @@ fn fold_non_ascii_char(c: char) -> Option<&'static str> {
 }
 
 // https://github.com/apache/lucene-solr/blob/master/lucene/analysis/common/src/java/org/apache/lucene/analysis/miscellaneous/ASCIIFoldingFilter.java#L187
-fn to_ascii(text: &mut String, output: &mut String) {
+fn to_ascii(text: &String, output: &mut String) {
     output.clear();
 
     for c in text.chars() {
@@ -1540,11 +1526,8 @@ fn to_ascii(text: &mut String, output: &mut String) {
 
 #[cfg(test)]
 mod tests {
-    use super::to_ascii;
-    use crate::tokenizer::AsciiFoldingFilter;
-    use crate::tokenizer::RawTokenizer;
-    use crate::tokenizer::SimpleTokenizer;
-    use crate::tokenizer::TextAnalyzer;
+    use super::super::*;
+    use super::*;
     use std::iter;
 
     #[test]
@@ -1560,22 +1543,22 @@ mod tests {
     }
 
     fn folding_helper(text: &str) -> Vec<String> {
-        let mut tokens = Vec::new();
-        TextAnalyzer::from(SimpleTokenizer)
-            .filter(AsciiFoldingFilter)
+        let tokens = analyzer_builder(SimpleTokenizer)
+            .filter(AsciiFolding::new())
+            .build()
             .token_stream(text)
-            .process(&mut |token| {
-                tokens.push(token.text.clone());
-            });
+            .map(|token| token.text.clone())
+            .collect();
         tokens
     }
 
     fn folding_using_raw_tokenizer_helper(text: &str) -> String {
-        let mut token_stream = TextAnalyzer::from(RawTokenizer)
-            .filter(AsciiFoldingFilter)
+        let mut token_stream = analyzer_builder(RawTokenizer)
+            .filter(AsciiFolding::new())
+            .build()
             .token_stream(text);
-        token_stream.advance();
-        token_stream.token().text.clone()
+        let Token { text, .. } = token_stream.next().unwrap();
+        text
     }
 
     #[test]
@@ -1626,9 +1609,9 @@ mod tests {
 
     #[test]
     fn test_to_ascii() {
-        let mut input = "Rámon".to_string();
+        let input = "Rámon".to_string();
         let mut buffer = String::new();
-        to_ascii(&mut input, &mut buffer);
+        to_ascii(&input, &mut buffer);
         assert_eq!("Ramon", buffer);
     }
 

src/tokenizer/facet_tokenizer.rs

@@ -1,4 +1,4 @@
-use super::{BoxTokenStream, Token, TokenStream, Tokenizer};
+use super::{Token, Tokenizer};
 use crate::schema::FACET_SEP_BYTE;
 
 /// The `FacetTokenizer` process a `Facet` binary representation
@@ -9,72 +9,63 @@ use crate::schema::FACET_SEP_BYTE;
 ///     - `/america/north_america/canada`
 ///     - `/america/north_america`
 ///     - `/america`
-#[derive(Clone)]
+#[derive(Clone, Debug, Default)]
 pub struct FacetTokenizer;
 
-#[derive(Debug)]
+#[derive(Clone, Debug)]
 enum State {
     RootFacetNotEmitted,
     UpToPosition(usize), //< we already emitted facet prefix up to &text[..cursor]
     Terminated,
 }
 
-pub struct FacetTokenStream<'a> {
-    text: &'a str,
+#[derive(Clone, Debug)]
+pub struct FacetTokenStream {
+    text: String,
     state: State,
     token: Token,
 }
 
 impl Tokenizer for FacetTokenizer {
-    fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a> {
+    type Iter = FacetTokenStream;
+    fn token_stream(&self, text: &str) -> Self::Iter {
         FacetTokenStream {
-            text,
+            text: text.to_string(),
             state: State::RootFacetNotEmitted, //< pos is the first char that has not been processed yet.
             token: Token::default(),
         }
-        .into()
     }
 }
 
-impl<'a> TokenStream for FacetTokenStream<'a> {
-    fn advance(&mut self) -> bool {
-        match self.state {
+impl Iterator for FacetTokenStream {
+    type Item = Token;
+    fn next(&mut self) -> Option<Self::Item> {
+        self.state = match self.state {
             State::RootFacetNotEmitted => {
-                self.state = if self.text.is_empty() {
+                if self.text.is_empty() {
                     State::Terminated
                 } else {
                     State::UpToPosition(0)
-                };
-                true
+                }
             }
             State::UpToPosition(cursor) => {
-                let bytes: &[u8] = self.text.as_bytes();
-                if let Some(next_sep_pos) = bytes[cursor + 1..]
+                if let Some(next_sep_pos) = self.text.as_bytes()[cursor + 1..]
                     .iter()
-                    .cloned()
-                    .position(|b| b == FACET_SEP_BYTE)
+                    .position(|&b| b == FACET_SEP_BYTE)
                     .map(|pos| cursor + 1 + pos)
                 {
                     let facet_part = &self.text[cursor..next_sep_pos];
                     self.token.text.push_str(facet_part);
-                    self.state = State::UpToPosition(next_sep_pos);
+                    State::UpToPosition(next_sep_pos)
                 } else {
                     let facet_part = &self.text[cursor..];
                     self.token.text.push_str(facet_part);
-                    self.state = State::Terminated;
+                    State::Terminated
                 }
-                true
             }
-            State::Terminated => false,
-        }
-    }
-
-    fn token(&self) -> &Token {
-        &self.token
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        &mut self.token
+            State::Terminated => return None,
+        };
+        Some(self.token.clone())
     }
 }
 
@@ -83,21 +74,19 @@ mod tests {
 
     use super::FacetTokenizer;
     use crate::schema::Facet;
-    use crate::tokenizer::{Token, Tokenizer};
+    use crate::tokenizer::Tokenizer;
 
     #[test]
     fn test_facet_tokenizer() {
         let facet = Facet::from_path(vec!["top", "a", "b"]);
-        let mut tokens = vec![];
-        {
-            let mut add_token = |token: &Token| {
-                let facet = Facet::from_encoded(token.text.as_bytes().to_owned()).unwrap();
-                tokens.push(format!("{}", facet));
-            };
-            FacetTokenizer
-                .token_stream(facet.encoded_str())
-                .process(&mut add_token);
-        }
+        let tokens: Vec<_> = FacetTokenizer
+            .token_stream(facet.encoded_str())
+            .map(|token| {
+                Facet::from_encoded(token.text.as_bytes().to_owned())
+                    .unwrap()
+                    .to_string()
+            })
+            .collect();
         assert_eq!(tokens.len(), 4);
         assert_eq!(tokens[0], "/");
         assert_eq!(tokens[1], "/top");
@@ -108,16 +97,14 @@ mod tests {
     #[test]
     fn test_facet_tokenizer_root_facets() {
         let facet = Facet::root();
-        let mut tokens = vec![];
-        {
-            let mut add_token = |token: &Token| {
-                let facet = Facet::from_encoded(token.text.as_bytes().to_owned()).unwrap(); // ok test
-                tokens.push(format!("{}", facet));
-            };
-            FacetTokenizer
-                .token_stream(facet.encoded_str()) // ok test
-                .process(&mut add_token);
-        }
+        let tokens: Vec<_> = FacetTokenizer
+            .token_stream(facet.encoded_str())
+            .map(|token| {
+                Facet::from_encoded(token.text.as_bytes().to_owned())
+                    .unwrap()
+                    .to_string()
+            })
+            .collect();
         assert_eq!(tokens.len(), 1);
         assert_eq!(tokens[0], "/");
     }

src/tokenizer/lower_caser.rs

@@ -1,27 +1,36 @@
-use super::{Token, TokenFilter, TokenStream};
-use crate::tokenizer::BoxTokenStream;
+use super::{Token, TokenFilter};
 use std::mem;
 
 impl TokenFilter for LowerCaser {
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a> {
-        BoxTokenStream::from(LowerCaserTokenStream {
-            tail: token_stream,
-            buffer: String::with_capacity(100),
-        })
+    fn transform(&mut self, mut token: Token) -> Option<Token> {
+        if token.text.is_ascii() {
+            // fast track for ascii.
+            token.text.make_ascii_lowercase();
+        } else {
+            to_lowercase_unicode(&token.text, &mut self.buffer);
+            mem::swap(&mut token.text, &mut self.buffer);
+        }
+        Some(token)
     }
 }
 
 /// Token filter that lowercase terms.
-#[derive(Clone)]
-pub struct LowerCaser;
-
-pub struct LowerCaserTokenStream<'a> {
+#[derive(Clone, Debug, Default)]
+pub struct LowerCaser {
     buffer: String,
-    tail: BoxTokenStream<'a>,
+}
+
+impl LowerCaser {
+    /// Initialize the `LowerCaser`
+    pub fn new() -> Self {
+        LowerCaser {
+            buffer: String::with_capacity(100),
+        }
+    }
 }
 
 // writes a lowercased version of text into output.
-fn to_lowercase_unicode(text: &mut String, output: &mut String) {
+fn to_lowercase_unicode(text: &String, output: &mut String) {
     output.clear();
     for c in text.chars() {
         // Contrary to the std, we do not take care of sigma special case.
@@ -30,57 +39,31 @@ fn to_lowercase_unicode(text: &mut String, output: &mut String) {
     }
 }
 
-impl<'a> TokenStream for LowerCaserTokenStream<'a> {
-    fn advance(&mut self) -> bool {
-        if !self.tail.advance() {
-            return false;
-        }
-        if self.token_mut().text.is_ascii() {
-            // fast track for ascii.
-            self.token_mut().text.make_ascii_lowercase();
-        } else {
-            to_lowercase_unicode(&mut self.tail.token_mut().text, &mut self.buffer);
-            mem::swap(&mut self.tail.token_mut().text, &mut self.buffer);
-        }
-        true
-    }
-
-    fn token(&self) -> &Token {
-        self.tail.token()
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        self.tail.token_mut()
-    }
-}
-
 #[cfg(test)]
 mod tests {
-    use crate::tokenizer::{LowerCaser, SimpleTokenizer, TextAnalyzer};
+    use super::*;
+    use crate::tokenizer::{analyzer_builder, LowerCaser, SimpleTokenizer, TextAnalyzerT};
 
     #[test]
     fn test_to_lower_case() {
-        assert_eq!(
-            lowercase_helper("Русский текст"),
-            vec!["русский".to_string(), "текст".to_string()]
-        );
+        assert_eq!(lowercase_helper("Русский текст"), vec!["русский", "текст"]);
     }
 
     fn lowercase_helper(text: &str) -> Vec<String> {
-        let mut tokens = vec![];
-        let mut token_stream = TextAnalyzer::from(SimpleTokenizer)
-            .filter(LowerCaser)
-            .token_stream(text);
-        while token_stream.advance() {
-            let token_text = token_stream.token().text.clone();
-            tokens.push(token_text);
-        }
-        tokens
+        analyzer_builder(SimpleTokenizer)
+            .filter(LowerCaser::new())
+            .build()
+            .token_stream(text)
+            .map(|token| {
+                let Token { text, .. } = token;
+                text
+            })
+            .collect()
     }
 
     #[test]
     fn test_lowercaser() {
-        assert_eq!(lowercase_helper("Tree"), vec!["tree".to_string()]);
-        assert_eq!(lowercase_helper("Русский"), vec!["русский".to_string()]);
+        assert_eq!(lowercase_helper("Tree"), vec!["tree"]);
+        assert_eq!(lowercase_helper("Русский"), vec!["русский"]);
     }
 }

src/tokenizer/mod.rs

@@ -64,10 +64,10 @@
 //! ```rust
 //! use tantivy::tokenizer::*;
 //!
-//! let en_stem = TextAnalyzer::from(SimpleTokenizer)
+//! let en_stem = analyzer_builder(SimpleTokenizer)
 //!     .filter(RemoveLongFilter::limit(40))
-//!     .filter(LowerCaser)
-//!     .filter(Stemmer::new(Language::English));
+//!     .filter(LowerCaser::new())
+//!     .filter(Stemmer::new(Language::English)).build();
 //! ```
 //!
 //! Once your tokenizer is defined, you need to
@@ -109,9 +109,9 @@
 //! let index = Index::create_in_ram(schema);
 //!
 //! // We need to register our tokenizer :
-//! let custom_en_tokenizer = TextAnalyzer::from(SimpleTokenizer)
+//! let custom_en_tokenizer = analyzer_builder(SimpleTokenizer)
 //!     .filter(RemoveLongFilter::limit(40))
-//!     .filter(LowerCaser);
+//!     .filter(LowerCaser::new()).build();
 //! index
 //!     .tokenizers()
 //!     .register("custom_en", custom_en_tokenizer);
@@ -133,7 +133,7 @@ mod tokenizer;
 mod tokenizer_manager;
 
 pub use self::alphanum_only::AlphaNumOnlyFilter;
-pub use self::ascii_folding_filter::AsciiFoldingFilter;
+pub use self::ascii_folding_filter::AsciiFolding;
 pub use self::facet_tokenizer::FacetTokenizer;
 pub use self::lower_caser::LowerCaser;
 pub use self::ngram_tokenizer::NgramTokenizer;
@@ -142,11 +142,11 @@ pub use self::remove_long::RemoveLongFilter;
 pub use self::simple_tokenizer::SimpleTokenizer;
 pub use self::stemmer::{Language, Stemmer};
 pub use self::stop_word_filter::StopWordFilter;
-pub(crate) use self::token_stream_chain::TokenStreamChain;
+pub(crate) use self::token_stream_chain::{DynTokenStreamChain, TokenStreamChain};
 
 pub use self::tokenized_string::{PreTokenizedStream, PreTokenizedString};
 pub use self::tokenizer::{
-    BoxTokenFilter, BoxTokenStream, TextAnalyzer, Token, TokenFilter, TokenStream, Tokenizer,
+    analyzer_builder, Identity, TextAnalyzer, TextAnalyzerT, Token, TokenFilter, Tokenizer,
 };
 
 pub use self::tokenizer_manager::TokenizerManager;
@@ -160,10 +160,7 @@ pub const MAX_TOKEN_LEN: usize = u16::max_value() as usize - 4;
 
 #[cfg(test)]
 pub mod tests {
-    use super::{
-        Language, LowerCaser, RemoveLongFilter, SimpleTokenizer, Stemmer, Token, TokenizerManager,
-    };
-    use crate::tokenizer::TextAnalyzer;
+    use super::*;
 
     /// This is a function that can be used in tests and doc tests
     /// to assert a token's correctness.
@@ -190,15 +187,9 @@ pub mod tests {
     fn test_raw_tokenizer() {
         let tokenizer_manager = TokenizerManager::default();
         let en_tokenizer = tokenizer_manager.get("raw").unwrap();
-        let mut tokens: Vec<Token> = vec![];
-        {
-            let mut add_token = |token: &Token| {
-                tokens.push(token.clone());
-            };
-            en_tokenizer
-                .token_stream("Hello, happy tax payer!")
-                .process(&mut add_token);
-        }
+        let tokens: Vec<Token> = en_tokenizer
+            .token_stream("Hello, happy tax payer!")
+            .collect();
         assert_eq!(tokens.len(), 1);
         assert_token(&tokens[0], 0, "Hello, happy tax payer!", 0, 23);
     }
@@ -208,15 +199,9 @@ pub mod tests {
         let tokenizer_manager = TokenizerManager::default();
         assert!(tokenizer_manager.get("en_doesnotexist").is_none());
         let en_tokenizer = tokenizer_manager.get("en_stem").unwrap();
-        let mut tokens: Vec<Token> = vec![];
-        {
-            let mut add_token = |token: &Token| {
-                tokens.push(token.clone());
-            };
-            en_tokenizer
-                .token_stream("Hello, happy tax payer!")
-                .process(&mut add_token);
-        }
+        let tokens: Vec<Token> = en_tokenizer
+            .token_stream("Hello, happy tax payer!")
+            .collect();
 
         assert_eq!(tokens.len(), 4);
         assert_token(&tokens[0], 0, "hello", 0, 5);
@@ -230,21 +215,16 @@ pub mod tests {
         let tokenizer_manager = TokenizerManager::default();
         tokenizer_manager.register(
             "el_stem",
-            TextAnalyzer::from(SimpleTokenizer)
+            analyzer_builder(SimpleTokenizer)
                 .filter(RemoveLongFilter::limit(40))
-                .filter(LowerCaser)
-                .filter(Stemmer::new(Language::Greek)),
+                .filter(LowerCaser::new())
+                .filter(Stemmer::new(Language::Greek))
+                .build(),
         );
         let en_tokenizer = tokenizer_manager.get("el_stem").unwrap();
-        let mut tokens: Vec<Token> = vec![];
-        {
-            let mut add_token = |token: &Token| {
-                tokens.push(token.clone());
-            };
-            en_tokenizer
-                .token_stream("Καλημέρα, χαρούμενε φορολογούμενε!")
-                .process(&mut add_token);
-        }
+        let tokens: Vec<Token> = en_tokenizer
+            .token_stream("Καλημέρα, χαρούμενε φορολογούμενε!")
+            .collect();
 
         assert_eq!(tokens.len(), 3);
         assert_token(&tokens[0], 0, "καλημερ", 0, 16);
@@ -256,25 +236,9 @@ pub mod tests {
     fn test_tokenizer_empty() {
         let tokenizer_manager = TokenizerManager::default();
         let en_tokenizer = tokenizer_manager.get("en_stem").unwrap();
-        {
-            let mut tokens: Vec<Token> = vec![];
-            {
-                let mut add_token = |token: &Token| {
-                    tokens.push(token.clone());
-                };
-                en_tokenizer.token_stream(" ").process(&mut add_token);
-            }
-            assert!(tokens.is_empty());
-        }
-        {
-            let mut tokens: Vec<Token> = vec![];
-            {
-                let mut add_token = |token: &Token| {
-                    tokens.push(token.clone());
-                };
-                en_tokenizer.token_stream(" ").process(&mut add_token);
-            }
-            assert!(tokens.is_empty());
-        }
+        let tokens: Vec<Token> = en_tokenizer.token_stream(" ").collect();
+        assert!(tokens.is_empty());
+        let tokens: Vec<Token> = en_tokenizer.token_stream(" ").collect();
+        assert!(tokens.is_empty());
     }
 }

src/tokenizer/ngram_tokenizer.rs

@@ -1,5 +1,4 @@
-use super::{Token, TokenStream, Tokenizer};
-use crate::tokenizer::BoxTokenStream;
+use super::{Token, Tokenizer};
 
 /// Tokenize the text by splitting words into n-grams of the given size(s)
 ///
@@ -79,7 +78,7 @@ use crate::tokenizer::BoxTokenStream;
 /// }
 /// assert!(stream.next().is_none());
 /// ```
-#[derive(Clone)]
+#[derive(Clone, Debug, Default)]
 pub struct NgramTokenizer {
     /// min size of the n-gram
     min_gram: usize,
@@ -119,54 +118,48 @@ impl NgramTokenizer {
 }
 
 /// TokenStream associate to the `NgramTokenizer`
-pub struct NgramTokenStream<'a> {
+pub struct NgramTokenStream {
     /// parameters
-    ngram_charidx_iterator: StutteringIterator<CodepointFrontiers<'a>>,
+    ngram_charidx_iterator: StutteringIterator<CodepointFrontiers>,
     /// true if the NgramTokenStream is in prefix mode.
     prefix_only: bool,
     /// input
-    text: &'a str,
+    text: String,
     /// output
     token: Token,
 }
 
 impl Tokenizer for NgramTokenizer {
-    fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a> {
-        From::from(NgramTokenStream {
+    type Iter = NgramTokenStream;
+    fn token_stream(&self, text: &str) -> Self::Iter {
+        NgramTokenStream {
             ngram_charidx_iterator: StutteringIterator::new(
                 CodepointFrontiers::for_str(text),
                 self.min_gram,
                 self.max_gram,
             ),
             prefix_only: self.prefix_only,
-            text,
+            text: text.to_string(),
             token: Token::default(),
-        })
+        }
     }
 }
 
-impl<'a> TokenStream for NgramTokenStream<'a> {
-    fn advance(&mut self) -> bool {
+impl Iterator for NgramTokenStream {
+    type Item = Token;
+    fn next(&mut self) -> Option<Self::Item> {
         if let Some((offset_from, offset_to)) = self.ngram_charidx_iterator.next() {
             if self.prefix_only && offset_from > 0 {
-                return false;
+                return None;
             }
             self.token.position = 0;
             self.token.offset_from = offset_from;
             self.token.offset_to = offset_to;
             self.token.text.clear();
             self.token.text.push_str(&self.text[offset_from..offset_to]);
-            true
-        } else {
-            false
-        }
-    }
-
-    fn token(&self) -> &Token {
-        &self.token
-    }
-    fn token_mut(&mut self) -> &mut Token {
-        &mut self.token
+            return Some(self.token.clone());
+        };
+        None
     }
 }
 
@@ -257,21 +250,21 @@ where
 /// or a codepoint ends.
 ///
 /// By convention, we emit [0] for the empty string.
-struct CodepointFrontiers<'a> {
-    s: &'a str,
+struct CodepointFrontiers {
+    s: String,
     next_el: Option<usize>,
 }
 
-impl<'a> CodepointFrontiers<'a> {
-    fn for_str(s: &'a str) -> Self {
+impl CodepointFrontiers {
+    fn for_str(s: &str) -> Self {
         CodepointFrontiers {
-            s,
+            s: s.to_string(),
             next_el: Some(0),
         }
     }
 }
 
-impl<'a> Iterator for CodepointFrontiers<'a> {
+impl<'a> Iterator for CodepointFrontiers {
     type Item = usize;
 
     fn next(&mut self) -> Option<usize> {
@@ -280,7 +273,7 @@ impl<'a> Iterator for CodepointFrontiers<'a> {
                 self.next_el = None;
             } else {
                 let first_codepoint_width = utf8_codepoint_width(self.s.as_bytes()[0]);
-                self.s = &self.s[first_codepoint_width..];
+                self.s = (&self.s[first_codepoint_width..]).to_string();
                 self.next_el = Some(offset + first_codepoint_width);
             }
             offset
@@ -301,20 +294,8 @@ fn utf8_codepoint_width(b: u8) -> usize {
 
 #[cfg(test)]
 mod tests {
-
-    use super::utf8_codepoint_width;
-    use super::CodepointFrontiers;
-    use super::NgramTokenizer;
-    use super::StutteringIterator;
+    use super::*;
     use crate::tokenizer::tests::assert_token;
-    use crate::tokenizer::tokenizer::Tokenizer;
-    use crate::tokenizer::{BoxTokenStream, Token};
-
-    fn test_helper(mut tokenizer: BoxTokenStream) -> Vec<Token> {
-        let mut tokens: Vec<Token> = vec![];
-        tokenizer.process(&mut |token: &Token| tokens.push(token.clone()));
-        tokens
-    }
 
     #[test]
     fn test_utf8_codepoint_width() {
@@ -351,7 +332,9 @@ mod tests {
 
     #[test]
     fn test_ngram_tokenizer_1_2_false() {
-        let tokens = test_helper(NgramTokenizer::all_ngrams(1, 2).token_stream("hello"));
+        let tokens: Vec<_> = NgramTokenizer::all_ngrams(1, 2)
+            .token_stream("hello")
+            .collect();
         assert_eq!(tokens.len(), 9);
         assert_token(&tokens[0], 0, "h", 0, 1);
         assert_token(&tokens[1], 0, "he", 0, 2);
@@ -366,7 +349,9 @@ mod tests {
 
     #[test]
     fn test_ngram_tokenizer_min_max_equal() {
-        let tokens = test_helper(NgramTokenizer::all_ngrams(3, 3).token_stream("hello"));
+        let tokens: Vec<_> = NgramTokenizer::all_ngrams(3, 3)
+            .token_stream("hello")
+            .collect();
         assert_eq!(tokens.len(), 3);
         assert_token(&tokens[0], 0, "hel", 0, 3);
         assert_token(&tokens[1], 0, "ell", 1, 4);
@@ -375,7 +360,9 @@ mod tests {
 
     #[test]
     fn test_ngram_tokenizer_2_5_prefix() {
-        let tokens = test_helper(NgramTokenizer::prefix_only(2, 5).token_stream("frankenstein"));
+        let tokens: Vec<_> = NgramTokenizer::prefix_only(2, 5)
+            .token_stream("frankenstein")
+            .collect();
         assert_eq!(tokens.len(), 4);
         assert_token(&tokens[0], 0, "fr", 0, 2);
         assert_token(&tokens[1], 0, "fra", 0, 3);
@@ -385,7 +372,9 @@ mod tests {
 
     #[test]
     fn test_ngram_non_ascii_1_2() {
-        let tokens = test_helper(NgramTokenizer::all_ngrams(1, 2).token_stream("hεllo"));
+        let tokens: Vec<_> = NgramTokenizer::all_ngrams(1, 2)
+            .token_stream("hεllo")
+            .collect();
         assert_eq!(tokens.len(), 9);
         assert_token(&tokens[0], 0, "h", 0, 1);
         assert_token(&tokens[1], 0, "hε", 0, 3);
@@ -400,7 +389,9 @@ mod tests {
 
     #[test]
     fn test_ngram_non_ascii_2_5_prefix() {
-        let tokens = test_helper(NgramTokenizer::prefix_only(2, 5).token_stream("hεllo"));
+        let tokens: Vec<_> = NgramTokenizer::prefix_only(2, 5)
+            .token_stream("hεllo")
+            .collect();
         assert_eq!(tokens.len(), 4);
         assert_token(&tokens[0], 0, "hε", 0, 3);
         assert_token(&tokens[1], 0, "hεl", 0, 4);
@@ -410,16 +401,16 @@ mod tests {
 
     #[test]
     fn test_ngram_empty() {
-        let tokens = test_helper(NgramTokenizer::all_ngrams(1, 5).token_stream(""));
+        let tokens: Vec<_> = NgramTokenizer::all_ngrams(1, 5).token_stream("").collect();
         assert!(tokens.is_empty());
-        let tokens = test_helper(NgramTokenizer::all_ngrams(2, 5).token_stream(""));
+        let tokens: Vec<_> = NgramTokenizer::all_ngrams(2, 5).token_stream("").collect();
         assert!(tokens.is_empty());
     }
 
     #[test]
     #[should_panic(expected = "min_gram must be greater than 0")]
     fn test_ngram_min_max_interval_empty() {
-        test_helper(NgramTokenizer::all_ngrams(0, 2).token_stream("hellossss"));
+        NgramTokenizer::all_ngrams(0, 2).token_stream("hellossss");
     }
 
     #[test]

src/tokenizer/raw_tokenizer.rs

@@ -1,17 +1,17 @@
-use super::{Token, TokenStream, Tokenizer};
-use crate::tokenizer::BoxTokenStream;
+use super::{Token, Tokenizer};
 
 /// For each value of the field, emit a single unprocessed token.
-#[derive(Clone)]
+#[derive(Clone, Debug, Default)]
 pub struct RawTokenizer;
 
+#[derive(Clone, Debug)]
 pub struct RawTokenStream {
-    token: Token,
-    has_token: bool,
+    token: Option<Token>,
 }
 
 impl Tokenizer for RawTokenizer {
-    fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a> {
+    type Iter = RawTokenStream;
+    fn token_stream(&self, text: &str) -> Self::Iter {
         let token = Token {
             offset_from: 0,
             offset_to: text.len(),
@@ -19,26 +19,13 @@ impl Tokenizer for RawTokenizer {
             text: text.to_string(),
             position_length: 1,
         };
-        RawTokenStream {
-            token,
-            has_token: true,
-        }
-        .into()
+        RawTokenStream { token: Some(token) }
     }
 }
 
-impl TokenStream for RawTokenStream {
-    fn advance(&mut self) -> bool {
-        let result = self.has_token;
-        self.has_token = false;
-        result
-    }
-
-    fn token(&self) -> &Token {
-        &self.token
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        &mut self.token
+impl Iterator for RawTokenStream {
+    type Item = Token;
+    fn next(&mut self) -> Option<Token> {
+        self.token.take()
     }
 }

src/tokenizer/remove_long.rs

@@ -2,8 +2,8 @@
 //! ```rust
 //! use tantivy::tokenizer::*;
 //!
-//! let tokenizer = TextAnalyzer::from(SimpleTokenizer)
-//!   .filter(RemoveLongFilter::limit(5));
+//! let tokenizer = analyzer_builder(SimpleTokenizer)
+//!   .filter(RemoveLongFilter::limit(5)).build();
 //!
 //! let mut stream = tokenizer.token_stream("toolong nice");
 //! // because `toolong` is more than 5 characters, it is filtered
@@ -12,61 +12,30 @@
 //! assert!(stream.next().is_none());
 //! ```
 //!
-use super::{Token, TokenFilter, TokenStream};
-use crate::tokenizer::BoxTokenStream;
+use super::{Token, TokenFilter};
 
 /// `RemoveLongFilter` removes tokens that are longer
 /// than a given number of bytes (in UTF-8 representation).
 ///
 /// It is especially useful when indexing unconstrained content.
 /// e.g. Mail containing base-64 encoded pictures etc.
-#[derive(Clone)]
+#[derive(Clone, Debug)]
 pub struct RemoveLongFilter {
-    length_limit: usize,
+    limit: usize,
 }
 
 impl RemoveLongFilter {
     /// Creates a `RemoveLongFilter` given a limit in bytes of the UTF-8 representation.
-    pub fn limit(length_limit: usize) -> RemoveLongFilter {
-        RemoveLongFilter { length_limit }
-    }
-}
-
-impl<'a> RemoveLongFilterStream<'a> {
-    fn predicate(&self, token: &Token) -> bool {
-        token.text.len() < self.token_length_limit
+    pub fn limit(limit: usize) -> RemoveLongFilter {
+        RemoveLongFilter { limit }
     }
 }
 
 impl TokenFilter for RemoveLongFilter {
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a> {
-        BoxTokenStream::from(RemoveLongFilterStream {
-            token_length_limit: self.length_limit,
-            tail: token_stream,
-        })
-    }
-}
-
-pub struct RemoveLongFilterStream<'a> {
-    token_length_limit: usize,
-    tail: BoxTokenStream<'a>,
-}
-
-impl<'a> TokenStream for RemoveLongFilterStream<'a> {
-    fn advance(&mut self) -> bool {
-        while self.tail.advance() {
-            if self.predicate(self.tail.token()) {
-                return true;
-            }
+    fn transform(&mut self, token: Token) -> Option<Token> {
+        if token.text.len() >= self.limit {
+            return None;
         }
-        false
-    }
-
-    fn token(&self) -> &Token {
-        self.tail.token()
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        self.tail.token_mut()
+        Some(token)
     }
 }

src/tokenizer/simple_tokenizer.rs

@@ -1,59 +1,74 @@
-use super::BoxTokenStream;
-use super::{Token, TokenStream, Tokenizer};
-use std::str::CharIndices;
+use super::{Token, Tokenizer};
 
 /// Tokenize the text by splitting on whitespaces and punctuation.
-#[derive(Clone)]
+#[derive(Clone, Debug)]
 pub struct SimpleTokenizer;
-
-pub struct SimpleTokenStream<'a> {
-    text: &'a str,
-    chars: CharIndices<'a>,
-    token: Token,
-}
-
 impl Tokenizer for SimpleTokenizer {
-    fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a> {
-        BoxTokenStream::from(SimpleTokenStream {
-            text,
-            chars: text.char_indices(),
-            token: Token::default(),
-        })
+    type Iter = SimpleTokenizerStream;
+    fn token_stream(&self, text: &str) -> Self::Iter {
+        let vec: Vec<_> = text.char_indices().collect();
+        SimpleTokenizerStream {
+            text: text.to_string(),
+            chars: vec.into_iter(),
+            position: usize::max_value(),
+        }
     }
 }
 
-impl<'a> SimpleTokenStream<'a> {
+#[derive(Clone, Debug)]
+pub struct SimpleTokenizerStream {
+    text: String,
+    chars: std::vec::IntoIter<(usize, char)>,
+    position: usize,
+}
+
+impl SimpleTokenizerStream {
     // search for the end of the current token.
     fn search_token_end(&mut self) -> usize {
         (&mut self.chars)
-            .filter(|&(_, ref c)| !c.is_alphanumeric())
+            .filter(|&(_, c)| !c.is_alphanumeric())
             .map(|(offset, _)| offset)
             .next()
             .unwrap_or_else(|| self.text.len())
     }
 }
 
-impl<'a> TokenStream for SimpleTokenStream<'a> {
-    fn advance(&mut self) -> bool {
-        self.token.text.clear();
-        self.token.position = self.token.position.wrapping_add(1);
+impl Iterator for SimpleTokenizerStream {
+    type Item = Token;
+    fn next(&mut self) -> Option<Self::Item> {
+        self.position = self.position.wrapping_add(1);
         while let Some((offset_from, c)) = self.chars.next() {
             if c.is_alphanumeric() {
                 let offset_to = self.search_token_end();
-                self.token.offset_from = offset_from;
-                self.token.offset_to = offset_to;
-                self.token.text.push_str(&self.text[offset_from..offset_to]);
-                return true;
+                let token = Token {
+                    text: self.text[offset_from..offset_to].into(),
+                    offset_from,
+                    offset_to,
+                    position: self.position,
+                    ..Default::default()
+                };
+                return Some(token);
             }
         }
-        false
-    }
-
-    fn token(&self) -> &Token {
-        &self.token
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        &mut self.token
+        None
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_empty() {
+        let mut empty = SimpleTokenizer.token_stream("");
+        assert_eq!(empty.next(), None);
+    }
+
+    #[test]
+    fn simple_tokenizer() {
+        let mut simple = SimpleTokenizer.token_stream("tokenizer hello world");
+        assert_eq!(simple.next().unwrap().text, "tokenizer");
+        assert_eq!(simple.next().unwrap().text, "hello");
+        assert_eq!(simple.next().unwrap().text, "world");
     }
 }

src/tokenizer/stemmer.rs

@@ -1,5 +1,6 @@
-use super::{Token, TokenFilter, TokenStream};
-use crate::tokenizer::BoxTokenStream;
+use std::sync::Arc;
+
+use super::{Token, TokenFilter};
 use rust_stemmers::{self, Algorithm};
 use serde::{Deserialize, Serialize};
 
@@ -58,14 +59,15 @@ impl Language {
 /// Tokens are expected to be lowercased beforehand.
 #[derive(Clone)]
 pub struct Stemmer {
-    stemmer_algorithm: Algorithm,
+    stemmer: Arc<rust_stemmers::Stemmer>,
 }
 
 impl Stemmer {
     /// Creates a new Stemmer `TokenFilter` for a given language algorithm.
     pub fn new(language: Language) -> Stemmer {
+        let stemmer = rust_stemmers::Stemmer::create(language.algorithm());
         Stemmer {
-            stemmer_algorithm: language.algorithm(),
+            stemmer: Arc::new(stemmer),
         }
     }
 }
@@ -78,37 +80,12 @@ impl Default for Stemmer {
 }
 
 impl TokenFilter for Stemmer {
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a> {
-        let inner_stemmer = rust_stemmers::Stemmer::create(self.stemmer_algorithm);
-        BoxTokenStream::from(StemmerTokenStream {
-            tail: token_stream,
-            stemmer: inner_stemmer,
-        })
-    }
-}
-
-pub struct StemmerTokenStream<'a> {
-    tail: BoxTokenStream<'a>,
-    stemmer: rust_stemmers::Stemmer,
-}
-
-impl<'a> TokenStream for StemmerTokenStream<'a> {
-    fn advance(&mut self) -> bool {
-        if !self.tail.advance() {
-            return false;
-        }
+    fn transform(&mut self, mut token: Token) -> Option<Token> {
         // TODO remove allocation
-        let stemmed_str: String = self.stemmer.stem(&self.token().text).into_owned();
-        self.token_mut().text.clear();
-        self.token_mut().text.push_str(&stemmed_str);
-        true
-    }
-
-    fn token(&self) -> &Token {
-        self.tail.token()
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        self.tail.token_mut()
+        let stemmed_str: String = self.stemmer.stem(&token.text).into_owned();
+        // TODO remove clear
+        token.text.clear();
+        token.text.push_str(&stemmed_str);
+        Some(token)
     }
 }

src/tokenizer/stop_word_filter.rs

@@ -2,16 +2,15 @@
 //! ```rust
 //! use tantivy::tokenizer::*;
 //!
-//! let tokenizer = TextAnalyzer::from(SimpleTokenizer)
-//!   .filter(StopWordFilter::remove(vec!["the".to_string(), "is".to_string()]));
+//! let tokenizer = analyzer_builder(SimpleTokenizer)
+//!   .filter(StopWordFilter::remove(vec!["the".to_string(), "is".to_string()])).build();
 //!
 //! let mut stream = tokenizer.token_stream("the fox is crafty");
 //! assert_eq!(stream.next().unwrap().text, "fox");
 //! assert_eq!(stream.next().unwrap().text, "crafty");
 //! assert!(stream.next().is_none());
 //! ```
-use super::{Token, TokenFilter, TokenStream};
-use crate::tokenizer::BoxTokenStream;
+use super::{Token, TokenFilter};
 use fnv::FnvHasher;
 use std::collections::HashSet;
 use std::hash::BuildHasherDefault;
@@ -49,42 +48,12 @@ impl StopWordFilter {
     }
 }
 
-pub struct StopWordFilterStream<'a> {
-    words: StopWordHashSet,
-    tail: BoxTokenStream<'a>,
-}
-
 impl TokenFilter for StopWordFilter {
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a> {
-        BoxTokenStream::from(StopWordFilterStream {
-            words: self.words.clone(),
-            tail: token_stream,
-        })
-    }
-}
-
-impl<'a> StopWordFilterStream<'a> {
-    fn predicate(&self, token: &Token) -> bool {
-        !self.words.contains(&token.text)
-    }
-}
-
-impl<'a> TokenStream for StopWordFilterStream<'a> {
-    fn advance(&mut self) -> bool {
-        while self.tail.advance() {
-            if self.predicate(self.tail.token()) {
-                return true;
-            }
+    fn transform(&mut self, token: Token) -> Option<Token> {
+        if self.words.contains(&token.text) {
+            return None;
         }
-        false
-    }
-
-    fn token(&self) -> &Token {
-        self.tail.token()
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        self.tail.token_mut()
+        Some(token)
     }
 }
 

src/tokenizer/token_stream_chain.rs

@@ -1,95 +1,121 @@
-use crate::tokenizer::{BoxTokenStream, Token, TokenStream};
-use std::ops::DerefMut;
+use crate::tokenizer::Token;
 
 const POSITION_GAP: usize = 2;
 
-pub(crate) struct TokenStreamChain<'a> {
-    offsets: Vec<usize>,
-    token_streams: Vec<BoxTokenStream<'a>>,
+pub(crate) struct TokenStreamChain<Inner, Outer> {
+    streams_with_offsets: Outer,
+    current: Option<(Inner, usize)>,
+    position: usize,
     position_shift: usize,
-    stream_idx: usize,
-    token: Token,
 }
 
-impl<'a> TokenStreamChain<'a> {
-    pub fn new(
-        offsets: Vec<usize>,
-        token_streams: Vec<BoxTokenStream<'a>>,
-    ) -> TokenStreamChain<'a> {
+impl<'a, Inner, Outer> TokenStreamChain<Inner, Outer>
+where
+    Inner: Iterator<Item = Token>,
+    Outer: Iterator<Item = (Inner, usize)>,
+{
+    pub fn new(mut streams_with_offsets: Outer) -> TokenStreamChain<Inner, Outer> {
+        let current = streams_with_offsets.next();
         TokenStreamChain {
-            offsets,
-            stream_idx: 0,
-            token_streams,
+            streams_with_offsets: streams_with_offsets,
+            current,
+            position: usize::max_value(),
             position_shift: 0,
-            token: Token::default(),
         }
     }
 }
 
-impl<'a> TokenStream for TokenStreamChain<'a> {
-    fn advance(&mut self) -> bool {
-        while self.stream_idx < self.token_streams.len() {
-            let token_stream = self.token_streams[self.stream_idx].deref_mut();
-            if token_stream.advance() {
-                let token = token_stream.token();
-                let offset_offset = self.offsets[self.stream_idx];
-                self.token.offset_from = token.offset_from + offset_offset;
-                self.token.offset_to = token.offset_to + offset_offset;
-                self.token.position = token.position + self.position_shift;
-                self.token.text.clear();
-                self.token.text.push_str(token.text.as_str());
-                return true;
-            } else {
-                self.stream_idx += 1;
-                self.position_shift = self.token.position.wrapping_add(POSITION_GAP);
+impl<'a, Inner, Outer> Iterator for TokenStreamChain<Inner, Outer>
+where
+    Inner: Iterator<Item = Token>,
+    Outer: Iterator<Item = (Inner, usize)>,
+{
+    type Item = Token;
+    fn next(&mut self) -> Option<Token> {
+        while let Some((ref mut token_stream, offset_offset)) = self.current {
+            if let Some(mut token) = token_stream.next() {
+                token.offset_from += offset_offset;
+                token.offset_to += offset_offset;
+                token.position += self.position_shift;
+                self.position = token.position;
+                return Some(token);
             }
+            self.position_shift = self.position.wrapping_add(POSITION_GAP);
+            self.current = self.streams_with_offsets.next();
         }
-        false
+        None
     }
+}
 
-    fn token(&self) -> &Token {
-        assert!(
-            self.stream_idx <= self.token_streams.len(),
-            "You called .token(), after the end of the token stream has been reached"
-        );
-        &self.token
+impl DynTokenStreamChain {
+    pub fn from_vec(
+        streams_with_offsets: Vec<(Box<dyn Iterator<Item = Token>>, usize)>,
+    ) -> impl Iterator<Item = Token> {
+        DynTokenStreamChain {
+            streams_with_offsets,
+            idx: 0,
+            position: usize::max_value(),
+            position_shift: 0,
+        }
     }
+}
 
-    fn token_mut(&mut self) -> &mut Token {
-        assert!(
-            self.stream_idx <= self.token_streams.len(),
-            "You called .token(), after the end of the token stream has been reached"
-        );
-        &mut self.token
+pub(crate) struct DynTokenStreamChain {
+    streams_with_offsets: Vec<(Box<dyn Iterator<Item = Token>>, usize)>,
+    idx: usize,
+    position: usize,
+    position_shift: usize,
+}
+
+impl Iterator for DynTokenStreamChain {
+    type Item = Token;
+    fn next(&mut self) -> Option<Token> {
+        while let Some((token_stream, offset_offset)) = self.streams_with_offsets.get_mut(self.idx)
+        {
+            if let Some(mut token) = token_stream.next() {
+                token.offset_from += *offset_offset;
+                token.offset_to += *offset_offset;
+                token.position += self.position_shift;
+                self.position = token.position;
+                return Some(token);
+            }
+            self.idx += 1;
+            self.position_shift = self.position.wrapping_add(POSITION_GAP);
+        }
+        None
     }
 }
 
 #[cfg(test)]
 mod tests {
-    use super::super::{SimpleTokenizer, TokenStream, Tokenizer};
-    use super::TokenStreamChain;
-    use super::POSITION_GAP;
+    use super::super::tokenizer::Tokenizer;
+    use super::super::SimpleTokenizer;
+    use super::*;
 
     #[test]
     fn test_chain_first_emits_no_tokens() {
         let token_streams = vec![
-            SimpleTokenizer.token_stream(""),
-            SimpleTokenizer.token_stream("hello world"),
+            (SimpleTokenizer.token_stream(""), 0),
+            (SimpleTokenizer.token_stream("hello world"), 0),
         ];
-        let mut token_chain = TokenStreamChain::new(vec![0, 0], token_streams);
+        let mut token_chain = TokenStreamChain::new(token_streams.into_iter());
+        let token = token_chain.next();
 
-        assert!(token_chain.advance());
-        assert_eq!(token_chain.token().text, "hello");
-        assert_eq!(token_chain.token().offset_from, 0);
-        assert_eq!(token_chain.token().offset_to, 5);
-        assert_eq!(token_chain.token().position, POSITION_GAP - 1);
+        let expect = Token {
+            offset_from: 0,
+            offset_to: 5,
+            position: POSITION_GAP - 1,
+            text: "hello".into(),
+            ..Token::default()
+        };
+        assert_eq!(token.unwrap(), expect);
 
-        assert!(token_chain.advance());
-        assert_eq!(token_chain.token().text, "world");
-        assert_eq!(token_chain.token().offset_from, 6);
-        assert_eq!(token_chain.token().offset_to, 11);
-        assert_eq!(token_chain.token().position, POSITION_GAP);
+        let token = token_chain.next().unwrap();
+        assert_eq!(token.text, "world");
+        assert_eq!(token.offset_from, 6);
+        assert_eq!(token.offset_to, 11);
+        assert_eq!(token.position, POSITION_GAP);
 
-        assert!(!token_chain.advance());
+        assert!(token_chain.next().is_none());
     }
 }

src/tokenizer/tokenized_string.rs

@@ -1,4 +1,4 @@
-use crate::tokenizer::{BoxTokenStream, Token, TokenStream, TokenStreamChain};
+use crate::tokenizer::{Token, TokenStreamChain};
 use serde::{Deserialize, Serialize};
 use std::cmp::Ordering;
 
@@ -26,14 +26,14 @@ impl PartialOrd for PreTokenizedString {
 /// TokenStream implementation which wraps PreTokenizedString
 pub struct PreTokenizedStream {
     tokenized_string: PreTokenizedString,
-    current_token: i64,
+    current_token: usize,
 }
 
 impl From<PreTokenizedString> for PreTokenizedStream {
     fn from(s: PreTokenizedString) -> PreTokenizedStream {
         PreTokenizedStream {
             tokenized_string: s,
-            current_token: -1,
+            current_token: 0,
         }
     }
 }
@@ -41,49 +41,28 @@ impl From<PreTokenizedString> for PreTokenizedStream {
 impl PreTokenizedStream {
     /// Creates a TokenStream from PreTokenizedString array
     pub fn chain_tokenized_strings<'a>(
-        tok_strings: &'a [&'a PreTokenizedString],
-    ) -> BoxTokenStream {
-        if tok_strings.len() == 1 {
-            PreTokenizedStream::from((*tok_strings[0]).clone()).into()
-        } else {
-            let mut offsets = vec![];
-            let mut total_offset = 0;
-            for &tok_string in tok_strings {
-                offsets.push(total_offset);
-                if let Some(last_token) = tok_string.tokens.last() {
-                    total_offset += last_token.offset_to;
-                }
+        tok_strings: &'a [&PreTokenizedString],
+    ) -> impl Iterator<Item = Token> + 'a {
+        let streams_with_offsets = tok_strings.iter().scan(0, |total_offset, tok_string| {
+            let next = Some((
+                PreTokenizedStream::from((*tok_string).to_owned()),
+                *total_offset,
+            ));
+            if let Some(last_token) = tok_string.tokens.last() {
+                *total_offset += last_token.offset_to;
             }
-            // TODO remove the string cloning.
-            let token_streams: Vec<BoxTokenStream<'static>> = tok_strings
-                .iter()
-                .map(|&tok_string| PreTokenizedStream::from((*tok_string).clone()).into())
-                .collect();
-            TokenStreamChain::new(offsets, token_streams).into()
-        }
+            next
+        });
+        TokenStreamChain::new(streams_with_offsets)
     }
 }
 
-impl TokenStream for PreTokenizedStream {
-    fn advance(&mut self) -> bool {
+impl Iterator for PreTokenizedStream {
+    type Item = Token;
+    fn next(&mut self) -> Option<Token> {
+        let token = self.tokenized_string.tokens.get(self.current_token)?;
         self.current_token += 1;
-        self.current_token < self.tokenized_string.tokens.len() as i64
-    }
-
-    fn token(&self) -> &Token {
-        assert!(
-            self.current_token >= 0,
-            "TokenStream not initialized. You should call advance() at least once."
-        );
-        &self.tokenized_string.tokens[self.current_token as usize]
-    }
-
-    fn token_mut(&mut self) -> &mut Token {
-        assert!(
-            self.current_token >= 0,
-            "TokenStream not initialized. You should call advance() at least once."
-        );
-        &mut self.tokenized_string.tokens[self.current_token as usize]
+        Some(token.clone())
     }
 }
 
@@ -119,10 +98,9 @@ mod tests {
         let mut token_stream = PreTokenizedStream::from(tok_text.clone());
 
         for expected_token in tok_text.tokens {
-            assert!(token_stream.advance());
-            assert_eq!(token_stream.token(), &expected_token);
+            assert_eq!(token_stream.next().unwrap(), expected_token);
         }
-        assert!(!token_stream.advance());
+        assert!(token_stream.next().is_none());
     }
 
     #[test]
@@ -183,9 +161,8 @@ mod tests {
         ];
 
         for expected_token in expected_tokens {
-            assert!(token_stream.advance());
-            assert_eq!(token_stream.token(), &expected_token);
+            assert_eq!(token_stream.next().unwrap(), expected_token);
         }
-        assert!(!token_stream.advance());
+        assert!(token_stream.next().is_none());
     }
 }

src/tokenizer/tokenizer.rs

@@ -2,8 +2,23 @@ use crate::tokenizer::TokenStreamChain;
 use serde::{Deserialize, Serialize};
 /// The tokenizer module contains all of the tools used to process
 /// text in `tantivy`.
-use std::borrow::{Borrow, BorrowMut};
-use std::ops::{Deref, DerefMut};
+
+pub trait TextAnalyzerClone {
+    fn box_clone(&self) -> Box<dyn TextAnalyzerT>;
+}
+
+/// 'Top-level' trait hiding concrete types, below which static dispatch occurs.
+pub trait TextAnalyzerT: 'static + Send + Sync + TextAnalyzerClone {
+    /// 'Top-level' dynamic dispatch function hiding concrete types of the staticly
+    /// dispatched `token_stream` from the `Tokenizer` trait.
+    fn token_stream(&self, text: &str) -> Box<dyn Iterator<Item = Token>>;
+}
+
+impl Clone for Box<dyn TextAnalyzerT> {
+    fn clone(&self) -> Self {
+        (**self).box_clone()
+    }
+}
 
 /// Token
 #[derive(Debug, Clone, Serialize, Deserialize, Eq, PartialEq)]
@@ -35,35 +50,116 @@ impl Default for Token {
     }
 }
 
-/// `TextAnalyzer` tokenizes an input text into tokens and modifies the resulting `TokenStream`.
+/// Trait for the pluggable components of `Tokenizer`s.
+pub trait TokenFilter: 'static + Send + Sync + Clone {
+    /// Take a `Token` and transform it or return `None` if it's to be removed
+    /// from the output stream.
+    fn transform(&mut self, token: Token) -> Option<Token>;
+}
+
+/// `Tokenizer` are in charge of splitting text into a stream of token
+/// before indexing.
+///
+/// See the [module documentation](./index.html) for more detail.
+pub trait Tokenizer: 'static + Send + Sync + Clone {
+    /// An iteratable type is returned.
+    type Iter: Iterator<Item = Token>;
+    /// Creates a token stream for a given `str`.
+    fn token_stream(&self, text: &str) -> Self::Iter;
+    /// Tokenize an array`&str`
+    ///
+    /// The resulting `Token` stream is equivalent to what would be obtained if the &str were
+    /// one concatenated `&str`, with an artificial position gap of `2` between the different fields
+    /// to prevent accidental `PhraseQuery` to match accross two terms.
+    fn token_stream_texts<'a>(&'a self, texts: &'a [&str]) -> Box<dyn Iterator<Item = Token> + 'a> {
+        let streams_with_offsets = texts.iter().scan(0, move |total_offset, &text| {
+            let temp = *total_offset;
+            *total_offset += text.len();
+            Some((self.token_stream(text), temp))
+        });
+        Box::new(TokenStreamChain::new(streams_with_offsets))
+    }
+}
+
+/// `TextAnalyzer` wraps the tokenization of an input text and its modification by any filters applied onto it.
 ///
 /// It simply wraps a `Tokenizer` and a list of `TokenFilter` that are applied sequentially.
-pub struct TextAnalyzer {
-    tokenizer: Box<dyn Tokenizer>,
-    token_filters: Vec<BoxTokenFilter>,
-}
+#[derive(Clone, Debug, Default)]
+pub struct TextAnalyzer<T>(T);
 
-impl<T: Tokenizer> From<T> for TextAnalyzer {
-    fn from(tokenizer: T) -> Self {
-        TextAnalyzer::new(tokenizer, Vec::new())
+impl<T: Tokenizer> From<T> for TextAnalyzer<T> {
+    fn from(src: T) -> TextAnalyzer<T> {
+        TextAnalyzer(src)
     }
 }
 
-impl TextAnalyzer {
-    /// Creates a new `TextAnalyzer` given a tokenizer and a vector of `BoxTokenFilter`.
-    ///
-    /// When creating a `TextAnalyzer` from a `Tokenizer` alone, prefer using
-    /// `TextAnalyzer::from(tokenizer)`.
-    pub fn new<T: Tokenizer>(tokenizer: T, token_filters: Vec<BoxTokenFilter>) -> TextAnalyzer {
-        TextAnalyzer {
-            tokenizer: Box::new(tokenizer),
-            token_filters,
+impl<T: Tokenizer> TextAnalyzerClone for TextAnalyzer<T> {
+    fn box_clone(&self) -> Box<dyn TextAnalyzerT> {
+        Box::new(TextAnalyzer(self.0.clone()))
+    }
+}
+
+impl<T: Tokenizer> TextAnalyzerT for TextAnalyzer<T> {
+    fn token_stream(&self, text: &str) -> Box<dyn Iterator<Item = Token>> {
+        Box::new(self.0.token_stream(text))
+    }
+}
+
+/// Identity `TokenFilter`
+#[derive(Clone, Debug, Default)]
+pub struct Identity;
+
+impl TokenFilter for Identity {
+    fn transform(&mut self, token: Token) -> Option<Token> {
+        Some(token)
+    }
+}
+
+/// `Filter` is a wrapper around a `Token` stream and a `TokenFilter` which modifies it.
+#[derive(Clone, Default, Debug)]
+pub struct Filter<I, F> {
+    iter: I,
+    f: F,
+}
+
+impl<I, F> Iterator for Filter<I, F>
+where
+    I: Iterator<Item = Token>,
+    F: TokenFilter,
+{
+    type Item = Token;
+    fn next(&mut self) -> Option<Token> {
+        while let Some(token) = self.iter.next() {
+            if let Some(tok) = self.f.transform(token) {
+                return Some(tok);
+            }
         }
+        None
     }
+}
 
+#[derive(Clone, Debug, Default)]
+pub struct AnalyzerBuilder<T, F> {
+    tokenizer: T,
+    f: F,
+}
+
+/// Construct an `AnalyzerBuilder` on which to apply `TokenFilter`.
+pub fn analyzer_builder<T: Tokenizer>(tokenizer: T) -> AnalyzerBuilder<T, Identity> {
+    AnalyzerBuilder {
+        tokenizer,
+        f: Identity,
+    }
+}
+
+impl<T, F> AnalyzerBuilder<T, F>
+where
+    T: Tokenizer,
+    F: TokenFilter,
+{
     /// Appends a token filter to the current tokenizer.
     ///
-    /// The method consumes the current `TokenStream` and returns a
+    /// The method consumes the current `Token` and returns a
     /// new one.
     ///
     /// # Example
@@ -71,248 +167,35 @@ impl TextAnalyzer {
     /// ```rust
     /// use tantivy::tokenizer::*;
     ///
-    /// let en_stem = TextAnalyzer::from(SimpleTokenizer)
+    /// let en_stem = analyzer_builder(SimpleTokenizer)
     ///     .filter(RemoveLongFilter::limit(40))
-    ///     .filter(LowerCaser)
-    ///     .filter(Stemmer::default());
+    ///     .filter(LowerCaser::new())
+    ///     .filter(Stemmer::default()).build();
     /// ```
     ///
-    pub fn filter<F: Into<BoxTokenFilter>>(mut self, token_filter: F) -> Self {
-        self.token_filters.push(token_filter.into());
-        self
+    pub fn filter<G: TokenFilter>(self, f: G) -> AnalyzerBuilder<AnalyzerBuilder<T, F>, G> {
+        AnalyzerBuilder { tokenizer: self, f }
     }
+    /// Finalize the build process.
+    pub fn build(self) -> TextAnalyzer<AnalyzerBuilder<T, F>> {
+        TextAnalyzer(self)
+    }
+}
 
-    /// Tokenize an array`&str`
-    ///
-    /// The resulting `BoxTokenStream` is equivalent to what would be obtained if the &str were
-    /// one concatenated `&str`, with an artificial position gap of `2` between the different fields
-    /// to prevent accidental `PhraseQuery` to match accross two terms.
-    pub fn token_stream_texts<'a>(&self, texts: &'a [&'a str]) -> BoxTokenStream<'a> {
-        assert!(!texts.is_empty());
-        if texts.len() == 1 {
-            self.token_stream(texts[0])
-        } else {
-            let mut offsets = vec![];
-            let mut total_offset = 0;
-            for &text in texts {
-                offsets.push(total_offset);
-                total_offset += text.len();
-            }
-            let token_streams: Vec<BoxTokenStream<'a>> = texts
-                .iter()
-                .cloned()
-                .map(|text| self.token_stream(text))
-                .collect();
-            From::from(TokenStreamChain::new(offsets, token_streams))
+impl<T: Tokenizer, F: TokenFilter> Tokenizer for AnalyzerBuilder<T, F> {
+    type Iter = Filter<T::Iter, F>;
+    fn token_stream(&self, text: &str) -> Self::Iter {
+        Filter {
+            iter: self.tokenizer.token_stream(text),
+            f: self.f.clone(),
         }
     }
-
-    /// Creates a token stream for a given `str`.
-    pub fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a> {
-        let mut token_stream = self.tokenizer.token_stream(text);
-        for token_filter in &self.token_filters {
-            token_stream = token_filter.transform(token_stream);
-        }
-        token_stream
-    }
-}
-
-impl Clone for TextAnalyzer {
-    fn clone(&self) -> Self {
-        TextAnalyzer {
-            tokenizer: self.tokenizer.box_clone(),
-            token_filters: self
-                .token_filters
-                .iter()
-                .map(|token_filter| token_filter.box_clone())
-                .collect(),
-        }
-    }
-}
-
-/// `Tokenizer` are in charge of splitting text into a stream of token
-/// before indexing.
-///
-/// See the [module documentation](./index.html) for more detail.
-///
-/// # Warning
-///
-/// This API may change to use associated types.
-pub trait Tokenizer: 'static + Send + Sync + TokenizerClone {
-    /// Creates a token stream for a given `str`.
-    fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a>;
-}
-
-pub trait TokenizerClone {
-    fn box_clone(&self) -> Box<dyn Tokenizer>;
-}
-
-impl<T: Tokenizer + Clone> TokenizerClone for T {
-    fn box_clone(&self) -> Box<dyn Tokenizer> {
-        Box::new(self.clone())
-    }
-}
-
-impl<'a> TokenStream for Box<dyn TokenStream + 'a> {
-    fn advance(&mut self) -> bool {
-        let token_stream: &mut dyn TokenStream = self.borrow_mut();
-        token_stream.advance()
-    }
-
-    fn token<'b>(&'b self) -> &'b Token {
-        let token_stream: &'b (dyn TokenStream + 'a) = self.borrow();
-        token_stream.token()
-    }
-
-    fn token_mut<'b>(&'b mut self) -> &'b mut Token {
-        let token_stream: &'b mut (dyn TokenStream + 'a) = self.borrow_mut();
-        token_stream.token_mut()
-    }
-}
-
-/// Simple wrapper of `Box<dyn TokenStream + 'a>`.
-///
-/// See `TokenStream` for more information.
-pub struct BoxTokenStream<'a>(Box<dyn TokenStream + 'a>);
-
-impl<'a, T> From<T> for BoxTokenStream<'a>
-where
-    T: TokenStream + 'a,
-{
-    fn from(token_stream: T) -> BoxTokenStream<'a> {
-        BoxTokenStream(Box::new(token_stream))
-    }
-}
-
-impl<'a> Deref for BoxTokenStream<'a> {
-    type Target = dyn TokenStream + 'a;
-
-    fn deref(&self) -> &Self::Target {
-        &*self.0
-    }
-}
-impl<'a> DerefMut for BoxTokenStream<'a> {
-    fn deref_mut(&mut self) -> &mut Self::Target {
-        &mut *self.0
-    }
-}
-
-/// Simple wrapper of `Box<dyn TokenFilter + 'a>`.
-///
-/// See `TokenStream` for more information.
-pub struct BoxTokenFilter(Box<dyn TokenFilter>);
-
-impl Deref for BoxTokenFilter {
-    type Target = dyn TokenFilter;
-
-    fn deref(&self) -> &dyn TokenFilter {
-        &*self.0
-    }
-}
-
-impl<T: TokenFilter> From<T> for BoxTokenFilter {
-    fn from(tokenizer: T) -> BoxTokenFilter {
-        BoxTokenFilter(Box::new(tokenizer))
-    }
-}
-
-/// `TokenStream` is the result of the tokenization.
-///
-/// It consists consumable stream of `Token`s.
-///
-/// # Example
-///
-/// ```
-/// use tantivy::tokenizer::*;
-///
-/// let tokenizer = TextAnalyzer::from(SimpleTokenizer)
-///        .filter(RemoveLongFilter::limit(40))
-///        .filter(LowerCaser);
-/// let mut token_stream = tokenizer.token_stream("Hello, happy tax payer");
-/// {
-///     let token = token_stream.next().unwrap();
-///     assert_eq!(&token.text, "hello");
-///     assert_eq!(token.offset_from, 0);
-///     assert_eq!(token.offset_to, 5);
-///     assert_eq!(token.position, 0);
-/// }
-/// {
-///     let token = token_stream.next().unwrap();
-///     assert_eq!(&token.text, "happy");
-///     assert_eq!(token.offset_from, 7);
-///     assert_eq!(token.offset_to, 12);
-///     assert_eq!(token.position, 1);
-/// }
-/// ```
-///
-pub trait TokenStream {
-    /// Advance to the next token
-    ///
-    /// Returns false if there are no other tokens.
-    fn advance(&mut self) -> bool;
-
-    /// Returns a reference to the current token.
-    fn token(&self) -> &Token;
-
-    /// Returns a mutable reference to the current token.
-    fn token_mut(&mut self) -> &mut Token;
-
-    /// Helper to iterate over tokens. It
-    /// simply combines a call to `.advance()`
-    /// and `.token()`.
-    ///
-    /// ```
-    /// use tantivy::tokenizer::*;
-    ///
-    /// let tokenizer = TextAnalyzer::from(SimpleTokenizer)
-    ///       .filter(RemoveLongFilter::limit(40))
-    ///       .filter(LowerCaser);
-    /// let mut token_stream = tokenizer.token_stream("Hello, happy tax payer");
-    /// while let Some(token) = token_stream.next() {
-    ///     println!("Token {:?}", token.text);
-    /// }
-    /// ```
-    fn next(&mut self) -> Option<&Token> {
-        if self.advance() {
-            Some(self.token())
-        } else {
-            None
-        }
-    }
-
-    /// Helper function to consume the entire `TokenStream`
-    /// and push the tokens to a sink function.
-    ///
-    /// Remove this.
-    fn process(&mut self, sink: &mut dyn FnMut(&Token)) -> u32 {
-        let mut num_tokens_pushed = 0u32;
-        while self.advance() {
-            sink(self.token());
-            num_tokens_pushed += 1u32;
-        }
-        num_tokens_pushed
-    }
-}
-
-pub trait TokenFilterClone {
-    fn box_clone(&self) -> BoxTokenFilter;
-}
-
-/// Trait for the pluggable components of `Tokenizer`s.
-pub trait TokenFilter: 'static + Send + Sync + TokenFilterClone {
-    /// Wraps a token stream and returns the modified one.
-    fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a>;
-}
-
-impl<T: TokenFilter + Clone> TokenFilterClone for T {
-    fn box_clone(&self) -> BoxTokenFilter {
-        BoxTokenFilter::from(self.clone())
-    }
 }
 
 #[cfg(test)]
 mod test {
-    use super::Token;
+    use super::*;
+    use crate::tokenizer::SimpleTokenizer;
 
     #[test]
     fn clone() {
@@ -330,4 +213,15 @@ mod test {
         assert_eq!(t1.offset_to, t2.offset_to);
         assert_eq!(t1.text, t2.text);
     }
+
+    #[test]
+    fn text_analyzer() {
+        let mut stream = SimpleTokenizer.token_stream("tokenizer hello world");
+        dbg!(stream.next());
+        dbg!(stream.next());
+        dbg!(stream.next());
+        dbg!(stream.next());
+        dbg!(stream.next());
+        dbg!(stream.next());
+    }
 }

src/tokenizer/tokenizer_manager.rs

@@ -1,5 +1,5 @@
 use crate::tokenizer::stemmer::Language;
-use crate::tokenizer::tokenizer::TextAnalyzer;
+use crate::tokenizer::tokenizer::{analyzer_builder, TextAnalyzer, TextAnalyzerT, Tokenizer};
 use crate::tokenizer::LowerCaser;
 use crate::tokenizer::RawTokenizer;
 use crate::tokenizer::RemoveLongFilter;
@@ -22,24 +22,23 @@ use std::sync::{Arc, RwLock};
 ///  search engine.
 #[derive(Clone)]
 pub struct TokenizerManager {
-    tokenizers: Arc<RwLock<HashMap<String, TextAnalyzer>>>,
+    tokenizers: Arc<RwLock<HashMap<String, Box<dyn TextAnalyzerT>>>>,
 }
 
 impl TokenizerManager {
     /// Registers a new tokenizer associated with a given name.
-    pub fn register<T>(&self, tokenizer_name: &str, tokenizer: T)
+    pub fn register<U: Tokenizer, T>(&self, tokenizer_name: &str, tokenizer: T)
     where
-        TextAnalyzer: From<T>,
+        T: Into<TextAnalyzer<U>>,
     {
-        let boxed_tokenizer: TextAnalyzer = TextAnalyzer::from(tokenizer);
         self.tokenizers
             .write()
             .expect("Acquiring the lock should never fail")
-            .insert(tokenizer_name.to_string(), boxed_tokenizer);
+            .insert(tokenizer_name.to_string(), Box::new(tokenizer.into()));
     }
 
     /// Accessing a tokenizer given its name.
-    pub fn get(&self, tokenizer_name: &str) -> Option<TextAnalyzer> {
+    pub fn get(&self, tokenizer_name: &str) -> Option<Box<dyn TextAnalyzerT>> {
         self.tokenizers
             .read()
             .expect("Acquiring the lock should never fail")
@@ -54,23 +53,25 @@ impl Default for TokenizerManager {
     /// - simple
     /// - en_stem
     /// - ja
-    fn default() -> TokenizerManager {
+    fn default() -> Self {
         let manager = TokenizerManager {
             tokenizers: Arc::new(RwLock::new(HashMap::new())),
         };
         manager.register("raw", RawTokenizer);
         manager.register(
             "default",
-            TextAnalyzer::from(SimpleTokenizer)
+            analyzer_builder(SimpleTokenizer)
                 .filter(RemoveLongFilter::limit(40))
-                .filter(LowerCaser),
+                .filter(LowerCaser::new())
+                .build(),
         );
         manager.register(
             "en_stem",
-            TextAnalyzer::from(SimpleTokenizer)
+            analyzer_builder(SimpleTokenizer)
                 .filter(RemoveLongFilter::limit(40))
-                .filter(LowerCaser)
-                .filter(Stemmer::new(Language::English)),
+                .filter(LowerCaser::new())
+                .filter(Stemmer::new(Language::English))
+                .build(),
         );
         manager
     }