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use crate::error::TokenizerError;
use crate::vocab::base_vocab::swap_key_values;
use crate::vocab::sentencepiece_proto::sentencepiece_model::ModelProto;
use crate::vocab::Vocab;
use protobuf::Message;
use std::collections::HashMap;
use std::fs::File;
use std::io::Read;
#[derive(Debug, Clone)]
pub struct FNetVocab {
pub values: HashMap<String, i64>,
pub indices: HashMap<i64, String>,
pub unknown_value: &'static str,
pub special_values: HashMap<String, i64>,
pub special_indices: HashMap<i64, String>,
}
impl FNetVocab {
pub fn sep_value() -> &'static str {
"[SEP]"
}
pub fn cls_value() -> &'static str {
"[CLS]"
}
pub fn mask_value() -> &'static str {
"[MASK]"
}
pub fn pad_value() -> &'static str {
"<pad>"
}
}
impl Vocab for FNetVocab {
fn unknown_value() -> &'static str {
"<unk>"
}
fn get_unknown_value(&self) -> &'static str {
"<unk>"
}
fn values(&self) -> &HashMap<String, i64> {
&self.values
}
fn indices(&self) -> &HashMap<i64, String> {
&self.indices
}
fn special_values(&self) -> &HashMap<String, i64> {
&self.special_values
}
fn special_indices(&self) -> &HashMap<i64, String> {
&self.special_indices
}
fn from_file(path: &str) -> Result<FNetVocab, TokenizerError> {
let mut f = File::open(path).map_err(|e| {
TokenizerError::FileNotFound(format!("{} vocabulary file not found :{}", path, e))
})?;
let mut contents = Vec::new();
let proto = match f.read_to_end(&mut contents) {
Ok(_) => match ModelProto::parse_from_bytes(contents.as_slice()) {
Ok(proto_value) => proto_value,
Err(e) => {
return Err(TokenizerError::VocabularyParsingError(e.to_string()));
}
},
Err(e) => {
return Err(TokenizerError::VocabularyParsingError(e.to_string()));
}
};
let mut values = HashMap::new();
for (idx, piece) in proto.get_pieces().iter().enumerate() {
values.insert(piece.get_piece().to_owned(), idx as i64);
}
let mut special_values = HashMap::new();
let unknown_value = FNetVocab::unknown_value();
FNetVocab::_register_as_special_value(unknown_value, &values, &mut special_values)?;
let cls_value = FNetVocab::cls_value();
FNetVocab::_register_as_special_value(cls_value, &values, &mut special_values)?;
let mask_value = FNetVocab::mask_value();
FNetVocab::_register_as_special_value(mask_value, &values, &mut special_values)?;
let pad_value = FNetVocab::pad_value();
FNetVocab::_register_as_special_value(pad_value, &values, &mut special_values)?;
let sep_value = FNetVocab::sep_value();
FNetVocab::_register_as_special_value(sep_value, &values, &mut special_values)?;
let indices = swap_key_values(&values);
let special_indices = swap_key_values(&special_values);
Ok(FNetVocab {
values,
indices,
unknown_value,
special_values,
special_indices,
})
}
fn token_to_id(&self, token: &str) -> i64 {
self._token_to_id(
token,
&self.values,
&self.special_values,
self.unknown_value,
)
}
fn id_to_token(&self, id: &i64) -> String {
self._id_to_token(id, &self.indices, &self.special_indices, self.unknown_value)
}
}