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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;
pub static FAIRSEQ_LANGUAGE_CODES: [&str; 52] = [
"ar_AR", "cs_CZ", "de_DE", "en_XX", "es_XX", "et_EE", "fi_FI", "fr_XX", "gu_IN", "hi_IN",
"it_IT", "ja_XX", "kk_KZ", "ko_KR", "lt_LT", "lv_LV", "my_MM", "ne_NP", "nl_XX", "ro_RO",
"ru_RU", "si_LK", "tr_TR", "vi_VN", "zh_CN", "af_ZA", "az_AZ", "bn_IN", "fa_IR", "he_IL",
"hr_HR", "id_ID", "ka_GE", "km_KH", "mk_MK", "ml_IN", "mn_MN", "mr_IN", "pl_PL", "ps_AF",
"pt_XX", "sv_SE", "sw_KE", "ta_IN", "te_IN", "th_TH", "tl_XX", "uk_UA", "ur_PK", "xh_ZA",
"gl_ES", "sl_SI",
];
#[allow(clippy::upper_case_acronyms)]
#[derive(Debug, Clone)]
pub struct MBart50Vocab {
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>,
pub language_codes_bytes: Vec<Vec<u8>>,
}
impl MBart50Vocab {
pub fn eos_value() -> &'static str {
"</s>"
}
pub fn sep_value() -> &'static str {
"</s>"
}
pub fn cls_value() -> &'static str {
"<s>"
}
pub fn mask_value() -> &'static str {
"<mask>"
}
pub fn pad_value() -> &'static str {
"<pad>"
}
}
impl Vocab for MBart50Vocab {
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<MBart50Vocab, 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();
values.insert(MBart50Vocab::cls_value().to_owned(), values.len() as i64);
values.insert(MBart50Vocab::pad_value().to_owned(), values.len() as i64);
values.insert(MBart50Vocab::eos_value().to_owned(), values.len() as i64);
values.insert(
MBart50Vocab::unknown_value().to_owned(),
values.len() as i64,
);
for piece in proto.get_pieces().iter().skip(3) {
values.insert(piece.get_piece().to_owned(), values.len() as i64);
}
for language_code in FAIRSEQ_LANGUAGE_CODES.iter() {
values.insert(language_code.to_string(), values.len() as i64);
}
values.insert(MBart50Vocab::mask_value().to_owned(), values.len() as i64);
let mut special_values = HashMap::new();
let unknown_value = MBart50Vocab::unknown_value();
MBart50Vocab::_register_as_special_value(unknown_value, &values, &mut special_values)?;
let sep_value = MBart50Vocab::sep_value();
MBart50Vocab::_register_as_special_value(sep_value, &values, &mut special_values)?;
let eos_value = MBart50Vocab::eos_value();
MBart50Vocab::_register_as_special_value(eos_value, &values, &mut special_values)?;
let cls_value = MBart50Vocab::cls_value();
MBart50Vocab::_register_as_special_value(cls_value, &values, &mut special_values)?;
let mask_value = MBart50Vocab::mask_value();
MBart50Vocab::_register_as_special_value(mask_value, &values, &mut special_values)?;
let pad_value = MBart50Vocab::pad_value();
MBart50Vocab::_register_as_special_value(pad_value, &values, &mut special_values)?;
let indices = swap_key_values(&values);
let special_indices = swap_key_values(&special_values);
let language_codes_bytes = FAIRSEQ_LANGUAGE_CODES
.iter()
.map(|f| f.as_bytes().to_vec())
.collect::<Vec<Vec<u8>>>();
Ok(MBart50Vocab {
values,
indices,
unknown_value,
special_values,
special_indices,
language_codes_bytes,
})
}
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,
)
}
}