[BREAKING CHANGE] Ignore added_tokens (both special and not) in the decoder (#1513)

* [BREAKING CHANGE] Ignore added_tokens (both special and not) in the
decoder

Causes issues with `ByteLevel` messing up some `AddedTokens` with some
utf-8 range used in the bytelevel mapping.

This commit tests the extend of the damage of ignoring the decoder for
those tokens.

* Format.

* Installing cargo audit.

* Minor fix.

* Fixing "bug" in node/python.

* Autoformat.

* Clippy.

* Only prefix space when there's no decoder.

.github/workflows/python.yml

@@ -63,6 +63,12 @@ jobs:
           toolchain: stable
           components: rustfmt, clippy
 
+      - name: Install audit
+        uses: actions-rs/cargo@v1
+        with:
+          command: install
+          args: cargo-audit
+
       - name: Install Python
         uses: actions/setup-python@v4
         with:

.github/workflows/rust.yml

@@ -36,6 +36,12 @@ jobs:
           command: install
           args: cargo-readme
 
+      - name: Install audit
+        uses: actions-rs/cargo@v1
+        with:
+          command: install
+          args: cargo-audit
+
       - name: Build
         uses: actions-rs/cargo@v1
         with:

tokenizers/src/tokenizer/added_vocabulary.rs

@@ -216,6 +216,10 @@ impl AddedVocabulary {
     }
 
     /// Get the token matching the given id if it exists
+    #[deprecated(
+        since = "0.19.0",
+        note = "please use `added_vocabulary.simple_id_to_token(id).or_else(|| model.id_to_token(id)` instead"
+    )]
     pub fn id_to_token(&self, id: u32, model: &impl Model) -> Option<String> {
         self.added_tokens_map_r
             .get(&id)
@@ -223,6 +227,10 @@ impl AddedVocabulary {
             .or_else(|| model.id_to_token(id))
     }
 
+    pub fn simple_id_to_token(&self, id: u32) -> Option<String> {
+        self.added_tokens_map_r.get(&id).map(|t| t.content.clone())
+    }
+
     //
     pub fn set_encode_special_tokens(&mut self, value: bool) {
         self.encode_special_tokens = value;

tokenizers/src/tokenizer/mod.rs

@@ -699,7 +699,9 @@ where
 
     /// Converts an id to the corresponding token.
     pub fn id_to_token(&self, id: u32) -> Option<String> {
-        self.added_vocabulary.id_to_token(id, &self.model)
+        self.added_vocabulary
+            .simple_id_to_token(id)
+            .or_else(|| self.model.id_to_token(id))
     }
 
     /// set the added bocab's splitting scheme
@@ -845,22 +847,35 @@ where
 
     /// Decode the given ids, back to a String
     pub fn decode(&self, ids: &[u32], skip_special_tokens: bool) -> Result<String> {
-        let tokens = ids
-            .iter()
-            .filter_map(|id| {
-                self.added_vocabulary
-                    .id_to_token(*id, &self.model)
-                    .filter(|token| {
-                        !skip_special_tokens || !self.added_vocabulary.is_special_token(token)
-                    })
-            })
-            .collect::<Vec<_>>();
-
-        if let Some(decoder) = &self.decoder {
-            decoder.decode(tokens)
-        } else {
-            Ok(tokens.join(" "))
+        let mut result = String::with_capacity(ids.len());
+        let mut chunks = Vec::with_capacity(ids.len());
+        for id in ids {
+            if let Some(added_token) = self.added_vocabulary.simple_id_to_token(*id) {
+                if skip_special_tokens && self.added_vocabulary.is_special_token(&added_token) {
+                    continue;
+                }
+                let text_chunk = if let Some(decoder) = &self.decoder {
+                    decoder.decode(chunks.clone())?
+                } else {
+                    chunks.join(" ")
+                };
+                result.push_str(&text_chunk);
+                if !result.is_empty() && self.decoder.is_none() {
+                    result.push(' ');
+                }
+                result.push_str(&added_token);
+                chunks.clear();
+            } else if let Some(token) = self.model.id_to_token(*id) {
+                chunks.push(token);
+            }
         }
+        let text_chunk = if let Some(decoder) = &self.decoder {
+            decoder.decode(chunks.clone())?
+        } else {
+            chunks.join(" ")
+        };
+        result.push_str(&text_chunk);
+        Ok(result)
     }
 }