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use std::fmt; use std::io; use std::iter::FromIterator; use crate::automaton::{AlwaysMatch, Automaton}; use crate::raw; pub use crate::raw::IndexedValue; use crate::stream::{IntoStreamer, Streamer}; use crate::Result; use std::ops::Deref; /// Map is a lexicographically ordered map from byte strings to integers. /// /// A `Map` is constructed with the `MapBuilder` type. Alternatively, a `Map` /// can be constructed in memory from a lexicographically ordered iterator /// of key-value pairs (`Map::from_iter`). /// /// A key feature of `Map` is that it can be serialized to disk compactly. Its /// underlying representation is built such that the `Map` can be memory mapped /// (`Map::from_path`) and searched without necessarily loading the entire /// map into memory. /// /// It supports most common operations associated with maps, such as key /// lookup and search. It also supports set operations on its keys along with /// the ability to specify how conflicting values are merged together. Maps /// also support range queries and automata based searches (e.g. a regular /// expression). /// /// Maps are represented by a finite state transducer where inputs are the keys /// and outputs are the values. As such, maps have the following invariants: /// /// 1. Once constructed, a `Map` can never be modified. /// 2. Maps must be constructed with lexicographically ordered byte sequences. /// There is no restricting on the ordering of values. /// /// # Differences with sets /// /// Maps and sets are represented by the same underlying data structure: the /// finite state transducer. The principal difference between them is that /// sets always have their output values set to `0`. This has an impact on the /// representation size and is reflected in the type system for convenience. /// A secondary but subtle difference is that duplicate values can be added /// to a set, but it is an error to do so with maps. That is, a set can have /// the same key added sequentially, but a map can't. /// /// # The future /// /// It is regrettable that the output value is fixed to `u64`. Indeed, it is /// not necessary, but it was a major simplification in the implementation. /// In the future, the value type may become generic to an extent (outputs must /// satisfy a basic algebra). /// /// Keys will always be byte strings; however, we may grow more conveniences /// around dealing with them (such as a serialization/deserialization step, /// although it isn't clear where exactly this should live). pub struct Map<Data>(raw::Fst<Data>); impl Map<Vec<u8>> { /// Creates a map from its representation as a raw byte sequence. /// /// Note that this operation is very cheap (no allocations and no copies). /// /// The map must have been written with a compatible finite state /// transducer builder (`MapBuilder` qualifies). If the format is invalid /// or if there is a mismatch between the API version of this library /// and the map, then an error is returned. pub fn from_bytes(bytes: Vec<u8>) -> Result<Map<Vec<u8>>> { raw::Fst::new(bytes).map(Map) } /// Create a `Map` from an iterator of lexicographically ordered byte /// strings and associated values. /// /// If the iterator does not yield unique keys in lexicographic order, then /// an error is returned. /// /// Note that this is a convenience function to build a map in memory. /// To build a map that streams to an arbitrary `io::Write`, use /// `MapBuilder`. pub fn from_iter<K, I>(iter: I) -> Result<Self> where K: AsRef<[u8]>, I: IntoIterator<Item = (K, u64)>, { let mut builder = MapBuilder::memory(); builder.extend_iter(iter)?; Map::from_bytes(builder.into_inner()?) } } impl<Data: Deref<Target = [u8]>> Map<Data> { /// Tests the membership of a single key. /// /// # Example /// /// ```rust /// use tantivy_fst::Map; /// /// let map = Map::from_iter(vec![("a", 1), ("b", 2), ("c", 3)]).unwrap(); /// /// assert_eq!(map.contains_key("b"), true); /// assert_eq!(map.contains_key("z"), false); /// ``` pub fn contains_key<K: AsRef<[u8]>>(&self, key: K) -> bool { self.0.contains_key(key) } /// Retrieves the value associated with a key. /// /// If the key does not exist, then `None` is returned. /// /// # Example /// /// ```rust /// use tantivy_fst::Map; /// /// let map = Map::from_iter(vec![("a", 1), ("b", 2), ("c", 3)]).unwrap(); /// /// assert_eq!(map.get("b"), Some(2)); /// assert_eq!(map.get("z"), None); /// ``` pub fn get<K: AsRef<[u8]>>(&self, key: K) -> Option<u64> { self.0.get(key).map(|output| output.value()) } /// Return a lexicographically ordered stream of all key-value pairs in /// this map. /// /// While this is a stream, it does require heap space proportional to the /// longest key in the map. /// /// If the map is memory mapped, then no further heap space is needed. /// Note though that your operating system may fill your page cache /// (which will cause the resident memory usage of the process to go up /// correspondingly). /// /// # Example /// /// Since streams are not iterators, the traditional `for` loop cannot be /// used. `while let` is useful instead: /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// /// let map = Map::from_iter(vec![("a", 1), ("b", 2), ("c", 3)]).unwrap(); /// let mut stream = map.stream(); /// /// let mut kvs = vec![]; /// while let Some((k, v)) = stream.next() { /// kvs.push((k.to_vec(), v)); /// } /// assert_eq!(kvs, vec![ /// (b"a".to_vec(), 1), /// (b"b".to_vec(), 2), /// (b"c".to_vec(), 3), /// ]); /// ``` #[inline] pub fn stream(&self) -> Stream { Stream(self.0.stream()) } /// Return a lexicographically ordered stream of all keys in this map. /// /// Memory requirements are the same as described on `Map::stream`. /// /// # Example /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// /// let map = Map::from_iter(vec![("a", 1), ("b", 2), ("c", 3)]).unwrap(); /// let mut stream = map.keys(); /// /// let mut keys = vec![]; /// while let Some(k) = stream.next() { /// keys.push(k.to_vec()); /// } /// assert_eq!(keys, vec![b"a", b"b", b"c"]); /// ``` #[inline] pub fn keys(&self) -> Keys { Keys(self.0.stream()) } /// Return a stream of all values in this map ordered lexicographically /// by each value's corresponding key. /// /// Memory requirements are the same as described on `Map::stream`. /// /// # Example /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// /// let map = Map::from_iter(vec![("a", 1), ("b", 2), ("c", 3)]).unwrap(); /// let mut stream = map.values(); /// /// let mut values = vec![]; /// while let Some(v) = stream.next() { /// values.push(v); /// } /// assert_eq!(values, vec![1, 2, 3]); /// ``` #[inline] pub fn values(&self) -> Values { Values(self.0.stream()) } /// Return a builder for range queries. /// /// A range query returns a subset of key-value pairs in this map in a /// range given in lexicographic order. /// /// Memory requirements are the same as described on `Map::stream`. /// Notably, only the keys in the range are read; keys outside the range /// are not. /// /// # Example /// /// Returns only the key-value pairs in the range given. /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// /// let map = Map::from_iter(vec![ /// ("a", 1), ("b", 2), ("c", 3), ("d", 4), ("e", 5), /// ]).unwrap(); /// let mut stream = map.range().ge("b").lt("e").into_stream(); /// /// let mut kvs = vec![]; /// while let Some((k, v)) = stream.next() { /// kvs.push((k.to_vec(), v)); /// } /// assert_eq!(kvs, vec![ /// (b"b".to_vec(), 2), /// (b"c".to_vec(), 3), /// (b"d".to_vec(), 4), /// ]); /// ``` #[inline] pub fn range(&self) -> StreamBuilder { StreamBuilder(self.0.range()) } /// Executes an automaton on the keys of this map. /// /// Note that this returns a `StreamBuilder`, which can be used to /// add a range query to the search (see the `range` method). /// /// Memory requirements are the same as described on `Map::stream`. /// /// # Example /// /// An implementation of regular expressions for `Automaton` is available /// in the `fst-regex` crate, which can be used to search maps. /// /// ```rust /// /// use std::error::Error; /// /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// use tantivy_fst::Regex; /// /// fn example() -> Result<(), Box<Error>> { /// let map = Map::from_iter(vec![ /// ("foo", 1), ("foo1", 2), ("foo2", 3), ("foo3", 4), ("foobar", 5), /// ]).unwrap(); /// /// let re = Regex::new("f[a-z]+3?").unwrap(); /// let mut stream = map.search(&re).into_stream(); /// /// let mut kvs = vec![]; /// while let Some((k, v)) = stream.next() { /// kvs.push((k.to_vec(), v)); /// } /// assert_eq!(kvs, vec![ /// (b"foo".to_vec(), 1), /// (b"foo3".to_vec(), 4), /// (b"foobar".to_vec(), 5), /// ]); /// /// Ok(()) /// } /// /// # assert!(example().is_ok()); /// ``` pub fn search<A: Automaton>(&self, aut: A) -> StreamBuilder<A> { StreamBuilder(self.0.search(aut)) } /// Returns the number of elements in this map. #[inline] pub fn len(&self) -> usize { self.0.len() } /// Returns true if and only if this map is empty. #[inline] pub fn is_empty(&self) -> bool { self.0.is_empty() } /// Creates a new map operation with this map added to it. /// /// The `OpBuilder` type can be used to add additional map streams /// and perform set operations like union, intersection, difference and /// symmetric difference on the keys of the map. These set operations also /// allow one to specify how conflicting values are merged in the stream. /// /// # Example /// /// This example demonstrates a union on multiple map streams. Notice that /// the stream returned from the union is not a sequence of key-value /// pairs, but rather a sequence of keys associated with one or more /// values. Namely, a key is associated with each value associated with /// that same key in the all of the streams. /// /// ```rust /// use tantivy_fst::{Streamer, Map}; /// use tantivy_fst::{map::IndexedValue}; /// /// let map1 = Map::from_iter(vec![ /// ("a", 1), ("b", 2), ("c", 3), /// ]).unwrap(); /// let map2 = Map::from_iter(vec![ /// ("a", 10), ("y", 11), ("z", 12), /// ]).unwrap(); /// /// let mut union = map1.op().add(&map2).union(); /// /// let mut kvs = vec![]; /// while let Some((k, vs)) = union.next() { /// kvs.push((k.to_vec(), vs.to_vec())); /// } /// assert_eq!(kvs, vec![ /// (b"a".to_vec(), vec![ /// IndexedValue { index: 0, value: 1 }, /// IndexedValue { index: 1, value: 10 }, /// ]), /// (b"b".to_vec(), vec![IndexedValue { index: 0, value: 2 }]), /// (b"c".to_vec(), vec![IndexedValue { index: 0, value: 3 }]), /// (b"y".to_vec(), vec![IndexedValue { index: 1, value: 11 }]), /// (b"z".to_vec(), vec![IndexedValue { index: 1, value: 12 }]), /// ]); /// ``` #[inline] pub fn op(&self) -> OpBuilder { OpBuilder::new().add(self) } /// Returns a reference to the underlying raw finite state transducer. #[inline] pub fn as_fst(&self) -> &raw::Fst<Data> { &self.0 } } impl<Data: Deref<Target = [u8]>> fmt::Debug for Map<Data> { fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { write!(f, "Map([")?; let mut stream = self.stream(); let mut first = true; while let Some((k, v)) = stream.next() { if !first { write!(f, ", ")?; } first = false; write!(f, "({}, {})", String::from_utf8_lossy(k), v)?; } write!(f, "])") } } // Construct a map from an Fst object. impl<Data> From<raw::Fst<Data>> for Map<Data> { #[inline] fn from(fst: raw::Fst<Data>) -> Self { Map(fst) } } /// Returns the underlying finite state transducer. impl<Data> AsRef<raw::Fst<Data>> for Map<Data> { #[inline] fn as_ref(&self) -> &raw::Fst<Data> { &self.0 } } impl<'m, 'a, Data: Deref<Target = [u8]>> IntoStreamer<'a> for &'m Map<Data> { type Item = (&'a [u8], u64); type Into = Stream<'m>; #[inline] fn into_stream(self) -> Self::Into { Stream(self.0.stream()) } } /// A builder for creating a map. /// /// This is not your average everyday builder. It has two important qualities /// that make it a bit unique from what you might expect: /// /// 1. All keys must be added in lexicographic order. Adding a key out of order /// will result in an error. Additionally, adding a duplicate key will also /// result in an error. That is, once a key is associated with a value, /// that association can never be modified or deleted. /// 2. The representation of a map is streamed to *any* `io::Write` as it is /// built. For an in memory representation, this can be a `Vec<u8>`. /// /// Point (2) is especially important because it means that a map can be /// constructed *without storing the entire map in memory*. Namely, since it /// works with any `io::Write`, it can be streamed directly to a file. /// /// With that said, the builder does use memory, but **memory usage is bounded /// to a constant size**. The amount of memory used trades off with the /// compression ratio. Currently, the implementation hard codes this trade off /// which can result in about 5-20MB of heap usage during construction. (N.B. /// Guaranteeing a maximal compression ratio requires memory proportional to /// the size of the map, which defeats some of the benefit of streaming /// it to disk. In practice, a small bounded amount of memory achieves /// close-to-minimal compression ratios.) /// /// The algorithmic complexity of map construction is `O(n)` where `n` is the /// number of elements added to the map. /// /// # Example: build in memory /// /// This shows how to use the builder to construct a map in memory. Note that /// `Map::from_iter` provides a convenience function that achieves this same /// goal without needing to explicitly use `MapBuilder`. /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map, MapBuilder}; /// /// let mut build = MapBuilder::memory(); /// build.insert("bruce", 1).unwrap(); /// build.insert("clarence", 2).unwrap(); /// build.insert("stevie", 3).unwrap(); /// /// // You could also call `finish()` here, but since we're building the map in /// // memory, there would be no way to get the `Vec<u8>` back. /// let bytes = build.into_inner().unwrap(); /// /// // At this point, the map has been constructed, but here's how to read it. /// let map = Map::from_bytes(bytes).unwrap(); /// let mut stream = map.into_stream(); /// let mut kvs = vec![]; /// while let Some((k, v)) = stream.next() { /// kvs.push((k.to_vec(), v)); /// } /// assert_eq!(kvs, vec![ /// (b"bruce".to_vec(), 1), /// (b"clarence".to_vec(), 2), /// (b"stevie".to_vec(), 3), /// ]); /// ``` pub struct MapBuilder<W>(raw::Builder<W>); impl MapBuilder<Vec<u8>> { /// Create a builder that builds a map in memory. #[inline] pub fn memory() -> Self { MapBuilder(raw::Builder::memory()) } } impl<W: io::Write> MapBuilder<W> { /// Create a builder that builds a map by writing it to `wtr` in a /// streaming fashion. pub fn new(wtr: W) -> Result<MapBuilder<W>> { raw::Builder::new_type(wtr, 0).map(MapBuilder) } /// Insert a new key-value pair into the map. /// /// Keys must be convertible to byte strings. Values must be a `u64`, which /// is a restriction of the current implementation of finite state /// transducers. (Values may one day be expanded to other types.) /// /// If a key is inserted that is less than or equal to any previous key /// added, then an error is returned. Similarly, if there was a problem /// writing to the underlying writer, an error is returned. pub fn insert<K: AsRef<[u8]>>(&mut self, key: K, val: u64) -> Result<()> { self.0.insert(key, val) } /// Calls insert on each item in the iterator. /// /// If an error occurred while adding an element, processing is stopped /// and the error is returned. /// /// If a key is inserted that is less than or equal to any previous key /// added, then an error is returned. Similarly, if there was a problem /// writing to the underlying writer, an error is returned. pub fn extend_iter<K, I>(&mut self, iter: I) -> Result<()> where K: AsRef<[u8]>, I: IntoIterator<Item = (K, u64)>, { self.0 .extend_iter(iter.into_iter().map(|(k, v)| (k, raw::Output::new(v)))) } /// Calls insert on each item in the stream. /// /// Note that unlike `extend_iter`, this is not generic on the items in /// the stream. /// /// If a key is inserted that is less than or equal to any previous key /// added, then an error is returned. Similarly, if there was a problem /// writing to the underlying writer, an error is returned. pub fn extend_stream<'f, I, S>(&mut self, stream: I) -> Result<()> where I: for<'a> IntoStreamer<'a, Into = S, Item = (&'a [u8], u64)>, S: 'f + for<'a> Streamer<'a, Item = (&'a [u8], u64)>, { self.0.extend_stream(StreamOutput(stream.into_stream())) } /// Finishes the construction of the map and flushes the underlying /// writer. After completion, the data written to `W` may be read using /// one of `Map`'s constructor methods. pub fn finish(self) -> Result<()> { self.0.finish() } /// Just like `finish`, except it returns the underlying writer after /// flushing it. pub fn into_inner(self) -> Result<W> { self.0.into_inner() } /// Gets a reference to the underlying writer. pub fn get_ref(&self) -> &W { self.0.get_ref() } /// Returns the number of bytes written to the underlying writer pub fn bytes_written(&self) -> u64 { self.0.bytes_written() } } /// A lexicographically ordered stream of key-value pairs from a map. /// /// The `A` type parameter corresponds to an optional automaton to filter /// the stream. By default, no filtering is done. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct Stream<'m, A = AlwaysMatch>(raw::Stream<'m, A>) where A: Automaton; impl<'a, 'm, A: Automaton> Streamer<'a> for Stream<'m, A> { type Item = (&'a [u8], u64); fn next(&'a mut self) -> Option<Self::Item> { self.0.next().map(|(key, out)| (key, out.value())) } } impl<'m, A: Automaton> Stream<'m, A> { /// Convert this stream into a vector of byte strings and outputs. /// /// Note that this creates a new allocation for every key in the stream. pub fn into_byte_vec(self) -> Vec<(Vec<u8>, u64)> { self.0.into_byte_vec() } /// Convert this stream into a vector of Unicode strings and outputs. /// /// If any key is not valid UTF-8, then iteration on the stream is stopped /// and a UTF-8 decoding error is returned. /// /// Note that this creates a new allocation for every key in the stream. pub fn into_str_vec(self) -> Result<Vec<(String, u64)>> { self.0.into_str_vec() } /// Convert this stream into a vector of byte strings. /// /// Note that this creates a new allocation for every key in the stream. pub fn into_byte_keys(self) -> Vec<Vec<u8>> { self.0.into_byte_keys() } /// Convert this stream into a vector of Unicode strings. /// /// If any key is not valid UTF-8, then iteration on the stream is stopped /// and a UTF-8 decoding error is returned. /// /// Note that this creates a new allocation for every key in the stream. pub fn into_str_keys(self) -> Result<Vec<String>> { self.0.into_str_keys() } /// Convert this stream into a vector of outputs. pub fn into_values(self) -> Vec<u64> { self.0.into_values() } } /// A lexicographically ordered stream of keys from a map. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct Keys<'m>(raw::Stream<'m>); impl<'a, 'm> Streamer<'a> for Keys<'m> { type Item = &'a [u8]; #[inline] fn next(&'a mut self) -> Option<Self::Item> { self.0.next().map(|(key, _)| key) } } /// A stream of values from a map, lexicographically ordered by each value's /// corresponding key. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct Values<'m>(raw::Stream<'m>); impl<'a, 'm> Streamer<'a> for Values<'m> { type Item = u64; #[inline] fn next(&'a mut self) -> Option<Self::Item> { self.0.next().map(|(_, out)| out.value()) } } /// A builder for constructing range queries on streams. /// /// Once all bounds are set, one should call `into_stream` to get a /// `Stream`. /// /// Bounds are not additive. That is, if `ge` is called twice on the same /// builder, then the second setting wins. /// /// The `A` type parameter corresponds to an optional automaton to filter /// the stream. By default, no filtering is done. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct StreamBuilder<'m, A = AlwaysMatch>(raw::StreamBuilder<'m, A>); impl<'m, A: Automaton> StreamBuilder<'m, A> { /// Specify a greater-than-or-equal-to bound. pub fn ge<T: AsRef<[u8]>>(self, bound: T) -> Self { StreamBuilder(self.0.ge(bound)) } /// Specify a greater-than bound. pub fn gt<T: AsRef<[u8]>>(self, bound: T) -> Self { StreamBuilder(self.0.gt(bound)) } /// Specify a less-than-or-equal-to bound. pub fn le<T: AsRef<[u8]>>(self, bound: T) -> Self { StreamBuilder(self.0.le(bound)) } /// Specify a less-than bound. pub fn lt<T: AsRef<[u8]>>(self, bound: T) -> Self { StreamBuilder(self.0.lt(bound)) } /// Make it iterate backwards. pub fn backward(self) -> Self { StreamBuilder(self.0.backward()) } /// Return this builder and gives the automaton states /// along with the results. pub fn with_state(self) -> StreamWithStateBuilder<'m, A> { StreamWithStateBuilder(self.0.with_state()) } } impl<'m, 'a, A: Automaton> IntoStreamer<'a> for StreamBuilder<'m, A> { type Item = (&'a [u8], u64); type Into = Stream<'m, A>; fn into_stream(self) -> Self::Into { Stream(self.0.into_stream()) } } /// A builder for constructing range queries of streams /// that returns results along with automaton states. /// /// Once all bounds are set, one should call `into_stream` to get a /// `StreamWithState`. /// /// Bounds are not additive. That is, if `ge` is called twice on the same /// builder, then the second setting wins. /// /// The `A` type parameter corresponds to an optional automaton to filter /// the stream. By default, no filtering is done. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct StreamWithStateBuilder<'m, A = AlwaysMatch>(raw::StreamWithStateBuilder<'m, A>); impl<'m, 'a, A: 'a + Automaton> IntoStreamer<'a> for StreamWithStateBuilder<'m, A> where A::State: Clone, { type Item = (&'a [u8], u64, A::State); type Into = StreamWithState<'m, A>; fn into_stream(self) -> Self::Into { StreamWithState(self.0.into_stream()) } } /// A builder for collecting map streams on which to perform set operations /// on the keys of maps. /// /// Set operations include intersection, union, difference and symmetric /// difference. The result of each set operation is itself a stream that emits /// pairs of keys and a sequence of each occurrence of that key in the /// participating streams. This information allows one to perform set /// operations on maps and customize how conflicting output values are handled. /// /// All set operations work efficiently on an arbitrary number of /// streams with memory proportional to the number of streams. /// /// The algorithmic complexity of all set operations is `O(n1 + n2 + n3 + ...)` /// where `n1, n2, n3, ...` correspond to the number of elements in each /// stream. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying set. pub struct OpBuilder<'m>(raw::OpBuilder<'m>); impl<'m> OpBuilder<'m> { /// Create a new set operation builder. #[inline] pub fn new() -> Self { OpBuilder(raw::OpBuilder::default()) } /// Add a stream to this set operation. /// /// This is useful for a chaining style pattern, e.g., /// `builder.add(stream1).add(stream2).union()`. /// /// The stream must emit a lexicographically ordered sequence of key-value /// pairs. pub fn add<I, S>(mut self, streamable: I) -> Self where I: for<'a> IntoStreamer<'a, Into = S, Item = (&'a [u8], u64)>, S: 'm + for<'a> Streamer<'a, Item = (&'a [u8], u64)>, { self.push(streamable); self } /// Add a stream to this set operation. /// /// The stream must emit a lexicographically ordered sequence of key-value /// pairs. pub fn push<I, S>(&mut self, streamable: I) where I: for<'a> IntoStreamer<'a, Into = S, Item = (&'a [u8], u64)>, S: 'm + for<'a> Streamer<'a, Item = (&'a [u8], u64)>, { self.0.push(StreamOutput(streamable.into_stream())); } /// Performs a union operation on all streams that have been added. /// /// Note that this returns a stream of `(&[u8], &[IndexedValue])`. The /// first element of the tuple is the byte string key. The second element /// of the tuple is a list of all occurrences of that key in participating /// streams. The `IndexedValue` contains an index and the value associated /// with that key in that stream. The index uniquely identifies each /// stream, which is an integer that is auto-incremented when a stream /// is added to this operation (starting at `0`). /// /// # Example /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// use tantivy_fst::map::IndexedValue; /// /// let map1 = Map::from_iter(vec![ /// ("a", 1), ("b", 2), ("c", 3), /// ]).unwrap(); /// let map2 = Map::from_iter(vec![ /// ("a", 11), ("y", 12), ("z", 13), /// ]).unwrap(); /// /// let mut union = map1.op().add(&map2).union(); /// /// let mut kvs = vec![]; /// while let Some((k, vs)) = union.next() { /// kvs.push((k.to_vec(), vs.to_vec())); /// } /// assert_eq!(kvs, vec![ /// (b"a".to_vec(), vec![ /// IndexedValue { index: 0, value: 1 }, /// IndexedValue { index: 1, value: 11 }, /// ]), /// (b"b".to_vec(), vec![IndexedValue { index: 0, value: 2 }]), /// (b"c".to_vec(), vec![IndexedValue { index: 0, value: 3 }]), /// (b"y".to_vec(), vec![IndexedValue { index: 1, value: 12 }]), /// (b"z".to_vec(), vec![IndexedValue { index: 1, value: 13 }]), /// ]); /// ``` #[inline] pub fn union(self) -> Union<'m> { Union(self.0.union()) } /// Performs an intersection operation on all streams that have been added. /// /// Note that this returns a stream of `(&[u8], &[IndexedValue])`. The /// first element of the tuple is the byte string key. The second element /// of the tuple is a list of all occurrences of that key in participating /// streams. The `IndexedValue` contains an index and the value associated /// with that key in that stream. The index uniquely identifies each /// stream, which is an integer that is auto-incremented when a stream /// is added to this operation (starting at `0`). /// /// # Example /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// use tantivy_fst::map::IndexedValue; /// /// let map1 = Map::from_iter(vec![ /// ("a", 1), ("b", 2), ("c", 3), /// ]).unwrap(); /// let map2 = Map::from_iter(vec![ /// ("a", 11), ("y", 12), ("z", 13), /// ]).unwrap(); /// /// let mut intersection = map1.op().add(&map2).intersection(); /// /// let mut kvs = vec![]; /// while let Some((k, vs)) = intersection.next() { /// kvs.push((k.to_vec(), vs.to_vec())); /// } /// assert_eq!(kvs, vec![ /// (b"a".to_vec(), vec![ /// IndexedValue { index: 0, value: 1 }, /// IndexedValue { index: 1, value: 11 }, /// ]), /// ]); /// ``` #[inline] pub fn intersection(self) -> Intersection<'m> { Intersection(self.0.intersection()) } /// Performs a difference operation with respect to the first stream added. /// That is, this returns a stream of all elements in the first stream /// that don't exist in any other stream that has been added. /// /// Note that this returns a stream of `(&[u8], &[IndexedValue])`. The /// first element of the tuple is the byte string key. The second element /// of the tuple is a list of all occurrences of that key in participating /// streams. The `IndexedValue` contains an index and the value associated /// with that key in that stream. The index uniquely identifies each /// stream, which is an integer that is auto-incremented when a stream /// is added to this operation (starting at `0`). /// /// # Example /// /// ```rust /// use tantivy_fst::{Streamer, Map}; /// use tantivy_fst::map::IndexedValue; /// /// let map1 = Map::from_iter(vec![ /// ("a", 1), ("b", 2), ("c", 3), /// ]).unwrap(); /// let map2 = Map::from_iter(vec![ /// ("a", 11), ("y", 12), ("z", 13), /// ]).unwrap(); /// /// let mut difference = map1.op().add(&map2).difference(); /// /// let mut kvs = vec![]; /// while let Some((k, vs)) = difference.next() { /// kvs.push((k.to_vec(), vs.to_vec())); /// } /// assert_eq!(kvs, vec![ /// (b"b".to_vec(), vec![IndexedValue { index: 0, value: 2 }]), /// (b"c".to_vec(), vec![IndexedValue { index: 0, value: 3 }]), /// ]); /// ``` #[inline] pub fn difference(self) -> Difference<'m> { Difference(self.0.difference()) } /// Performs a symmetric difference operation on all of the streams that /// have been added. /// /// When there are only two streams, then the keys returned correspond to /// keys that are in either stream but *not* in both streams. /// /// More generally, for any number of streams, keys that occur in an odd /// number of streams are returned. /// /// Note that this returns a stream of `(&[u8], &[IndexedValue])`. The /// first element of the tuple is the byte string key. The second element /// of the tuple is a list of all occurrences of that key in participating /// streams. The `IndexedValue` contains an index and the value associated /// with that key in that stream. The index uniquely identifies each /// stream, which is an integer that is auto-incremented when a stream /// is added to this operation (starting at `0`). /// /// # Example /// /// ```rust /// use tantivy_fst::{IntoStreamer, Streamer, Map}; /// use tantivy_fst::map::IndexedValue; /// /// let map1 = Map::from_iter(vec![ /// ("a", 1), ("b", 2), ("c", 3), /// ]).unwrap(); /// let map2 = Map::from_iter(vec![ /// ("a", 11), ("y", 12), ("z", 13), /// ]).unwrap(); /// /// let mut sym_difference = map1.op().add(&map2).symmetric_difference(); /// /// let mut kvs = vec![]; /// while let Some((k, vs)) = sym_difference.next() { /// kvs.push((k.to_vec(), vs.to_vec())); /// } /// assert_eq!(kvs, vec![ /// (b"b".to_vec(), vec![IndexedValue { index: 0, value: 2 }]), /// (b"c".to_vec(), vec![IndexedValue { index: 0, value: 3 }]), /// (b"y".to_vec(), vec![IndexedValue { index: 1, value: 12 }]), /// (b"z".to_vec(), vec![IndexedValue { index: 1, value: 13 }]), /// ]); /// ``` #[inline] pub fn symmetric_difference(self) -> SymmetricDifference<'m> { SymmetricDifference(self.0.symmetric_difference()) } } impl<'f, I, S> Extend<I> for OpBuilder<'f> where I: for<'a> IntoStreamer<'a, Into = S, Item = (&'a [u8], u64)>, S: 'f + for<'a> Streamer<'a, Item = (&'a [u8], u64)>, { fn extend<T>(&mut self, it: T) where T: IntoIterator<Item = I>, { for stream in it { self.push(stream); } } } impl<'f, I, S> FromIterator<I> for OpBuilder<'f> where I: for<'a> IntoStreamer<'a, Into = S, Item = (&'a [u8], u64)>, S: 'f + for<'a> Streamer<'a, Item = (&'a [u8], u64)>, { fn from_iter<T>(it: T) -> Self where T: IntoIterator<Item = I>, { let mut op = OpBuilder::new(); op.extend(it); op } } /// A stream of set union over multiple map streams in lexicographic order. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct Union<'m>(raw::Union<'m>); impl<'a, 'm> Streamer<'a> for Union<'m> { type Item = (&'a [u8], &'a [IndexedValue]); #[inline] fn next(&'a mut self) -> Option<Self::Item> { self.0.next() } } /// A stream of set intersection over multiple map streams in lexicographic /// order. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct Intersection<'m>(raw::Intersection<'m>); impl<'a, 'm> Streamer<'a> for Intersection<'m> { type Item = (&'a [u8], &'a [IndexedValue]); #[inline] fn next(&'a mut self) -> Option<Self::Item> { self.0.next() } } /// A stream of set difference over multiple map streams in lexicographic /// order. /// /// The difference operation is taken with respect to the first stream and the /// rest of the streams. i.e., All elements in the first stream that do not /// appear in any other streams. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct Difference<'m>(raw::Difference<'m>); impl<'a, 'm> Streamer<'a> for Difference<'m> { type Item = (&'a [u8], &'a [IndexedValue]); #[inline] fn next(&'a mut self) -> Option<Self::Item> { self.0.next() } } /// A stream of set symmetric difference over multiple map streams in /// lexicographic order. /// /// The `'m` lifetime parameter refers to the lifetime of the underlying map. pub struct SymmetricDifference<'m>(raw::SymmetricDifference<'m>); impl<'a, 'm> Streamer<'a> for SymmetricDifference<'m> { type Item = (&'a [u8], &'a [IndexedValue]); #[inline] fn next(&'a mut self) -> Option<Self::Item> { self.0.next() } } /// A specialized stream for mapping map streams (`(&[u8], u64)`) to streams /// used by raw fsts (`(&[u8], Output)`). /// /// If this were iterators, we could use `iter::Map`, but doing this on streams /// requires HKT, so we need to write out the monomorphization ourselves. struct StreamOutput<S>(S); impl<'a, S> Streamer<'a> for StreamOutput<S> where S: Streamer<'a, Item = (&'a [u8], u64)>, { type Item = (&'a [u8], raw::Output); fn next(&'a mut self) -> Option<Self::Item> { self.0.next().map(|(k, v)| (k, raw::Output::new(v))) } } /// A lexicographically ordered stream of key-value from a map /// along with the states of the automaton. /// /// The `Stream` type is based on the `StreamWithState`. pub struct StreamWithState<'m, A = AlwaysMatch>(raw::StreamWithState<'m, A>) where A: Automaton; impl<'a, 'm, A: 'a + Automaton> Streamer<'a> for StreamWithState<'m, A> where A::State: Clone, { type Item = (&'a [u8], u64, A::State); fn next(&'a mut self) -> Option<Self::Item> { self.0 .next() .map(|(key, out, state)| (key, out.value(), state)) } }