mirror of
https://github.com/mii443/tokenizers.git
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Python - Expose pad and truncate on Encoding
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@ -1,7 +1,9 @@
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extern crate tokenizers as tk;
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use crate::error::PyError;
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use pyo3::prelude::*;
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use pyo3::types::*;
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use tk::tokenizer::PaddingDirection;
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#[pyclass(dict)]
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#[repr(transparent)]
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@ -89,4 +91,58 @@ impl Encoding {
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fn get_overflowing(&self) -> Option<Encoding> {
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self.encoding.get_overflowing().cloned().map(Encoding::new)
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}
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#[args(kwargs = "**")]
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fn pad(&mut self, length: usize, kwargs: Option<&PyDict>) -> PyResult<()> {
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let mut pad_id = 0;
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let mut pad_type_id = 0;
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let mut pad_token = "[PAD]";
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let mut direction = PaddingDirection::Right;
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if let Some(kwargs) = kwargs {
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for (key, value) in kwargs {
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let key: &str = key.extract()?;
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match key {
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"direction" => {
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let value: &str = value.extract()?;
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direction = match value {
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"left" => Ok(PaddingDirection::Left),
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"right" => Ok(PaddingDirection::Right),
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other => Err(PyError(format!(
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"Unknown `direction`: `{}`. Use \
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one of `left` or `right`",
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other
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))
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.into_pyerr()),
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}?;
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}
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"pad_id" => pad_id = value.extract()?,
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"pad_type_id" => pad_type_id = value.extract()?,
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"pad_token" => pad_token = value.extract()?,
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_ => println!("Ignored unknown kwarg option {}", key),
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}
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}
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}
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Ok(self
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.encoding
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.pad(length, pad_id, pad_type_id, pad_token, &direction))
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}
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#[args(kwargs = "**")]
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fn truncate(&mut self, max_length: usize, kwargs: Option<&PyDict>) -> PyResult<()> {
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let mut stride = 0;
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if let Some(kwargs) = kwargs {
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for (key, value) in kwargs {
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let key: &str = key.extract()?;
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match key {
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"stride" => stride = value.extract()?,
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_ => println!("Ignored unknown kwarg option {}", key),
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}
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}
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}
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Ok(self.encoding.truncate(max_length, stride))
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}
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}
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