389 lines
13 KiB
Rust
389 lines
13 KiB
Rust
//! Tokenizer FFI functions
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use std::ffi::{CStr, CString};
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use std::os::raw::{c_char, c_int};
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use std::ptr;
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use std::sync::Arc;
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use serde_json::Value;
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use smg::tokenizer::{
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create_tokenizer_from_file,
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traits::Tokenizer as TokenizerTrait,
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chat_template::ChatTemplateParams,
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huggingface::HuggingFaceTokenizer,
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};
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use super::error::{SglErrorCode, set_error_message, clear_error_message};
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#[cfg(target_os = "macos")]
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type BooleanT = libc::boolean_t;
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#[cfg(not(target_os = "macos"))]
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type BooleanT = libc::c_int;
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/// Opaque handle for a tokenizer instance
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#[repr(C)]
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pub struct TokenizerHandle {
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pub(crate) tokenizer: Arc<dyn TokenizerTrait>,
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}
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/// Create a tokenizer from a file path
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///
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/// # Arguments
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/// * `path` - Path to tokenizer.json file (null-terminated C string)
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/// * `error_out` - Optional pointer to receive error message (must be freed with sgl_free_string)
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///
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/// # Returns
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/// * Pointer to TokenizerHandle on success, null on failure
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///
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/// # Safety
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/// The returned handle must be freed with `sgl_tokenizer_free`.
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#[no_mangle]
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pub unsafe extern "C" fn sgl_tokenizer_create_from_file(
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path: *const c_char,
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error_out: *mut *mut c_char,
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) -> *mut TokenizerHandle {
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if path.is_null() {
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set_error_message(error_out, "path cannot be null");
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return ptr::null_mut();
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}
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let path_str = match CStr::from_ptr(path).to_str() {
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Ok(s) => s,
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Err(e) => {
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set_error_message(error_out, &format!("Invalid UTF-8 in path: {}", e));
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return ptr::null_mut();
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}
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};
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match create_tokenizer_from_file(path_str) {
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Ok(tokenizer) => {
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clear_error_message(error_out);
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Box::into_raw(Box::new(TokenizerHandle {
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tokenizer,
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}))
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}
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Err(e) => {
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set_error_message(error_out, &e.to_string());
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ptr::null_mut()
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}
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}
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}
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/// Encode text to token IDs
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///
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/// # Arguments
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/// * `handle` - Tokenizer handle (must not be null)
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/// * `text` - Input text (null-terminated C string)
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/// * `add_special_tokens` - Whether to add special tokens
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/// * `token_ids_out` - Pointer to receive array of token IDs (must be freed with sgl_free_token_ids)
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/// * `token_count_out` - Pointer to receive token count
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/// * `error_out` - Optional pointer to receive error message
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///
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/// # Returns
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/// * SglErrorCode::Success on success, error code on failure
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///
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/// # Safety
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/// The token_ids_out array must be freed with sgl_free_token_ids() after use.
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#[no_mangle]
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pub unsafe extern "C" fn sgl_tokenizer_encode(
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handle: *mut TokenizerHandle,
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text: *const c_char,
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add_special_tokens: BooleanT,
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token_ids_out: *mut *mut u32,
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token_count_out: *mut usize,
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error_out: *mut *mut c_char,
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) -> SglErrorCode {
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if handle.is_null() || text.is_null() || token_ids_out.is_null() || token_count_out.is_null() {
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set_error_message(error_out, "Invalid arguments: null pointer");
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return SglErrorCode::InvalidArgument;
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}
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let text_str = match CStr::from_ptr(text).to_str() {
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Ok(s) => s,
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Err(_) => {
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set_error_message(error_out, "Invalid UTF-8 in text");
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return SglErrorCode::InvalidArgument;
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}
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};
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let add_special_tokens_bool = add_special_tokens != 0;
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let tokenizer = &(*handle).tokenizer;
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match tokenizer.encode(text_str, add_special_tokens_bool) {
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Ok(encoding) => {
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let token_ids = encoding.token_ids();
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let count = token_ids.len();
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// Allocate memory for token IDs using Vec, then leak to give ownership to C
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let vec = token_ids.to_vec();
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let ptr = vec.as_ptr() as *mut u32;
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let _ = std::mem::ManuallyDrop::new(vec);
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*token_ids_out = ptr;
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*token_count_out = count;
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clear_error_message(error_out);
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SglErrorCode::Success
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}
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Err(e) => {
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set_error_message(error_out, &e.to_string());
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SglErrorCode::TokenizationError
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}
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}
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}
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/// Apply chat template to messages with tools support
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///
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/// # Arguments
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/// * `handle` - Tokenizer handle
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/// * `messages_json` - JSON string of messages array
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/// * `tools_json` - Optional JSON string of tools array (null or empty string for no tools)
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/// * `result_out` - Pointer to receive result string (must be freed with sgl_free_string)
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/// * `error_out` - Optional pointer to receive error message
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///
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/// # Returns
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/// * SglErrorCode::Success on success, error code on failure
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#[no_mangle]
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pub unsafe extern "C" fn sgl_tokenizer_apply_chat_template_with_tools(
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handle: *mut TokenizerHandle,
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messages_json: *const c_char,
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tools_json: *const c_char,
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result_out: *mut *mut c_char,
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error_out: *mut *mut c_char,
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) -> SglErrorCode {
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if handle.is_null() || messages_json.is_null() || result_out.is_null() {
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set_error_message(error_out, "Invalid arguments: null pointer");
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return SglErrorCode::InvalidArgument;
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}
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let messages_str = match CStr::from_ptr(messages_json).to_str() {
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Ok(s) => s,
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Err(_) => {
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set_error_message(error_out, "Invalid UTF-8 in messages_json");
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return SglErrorCode::InvalidArgument;
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}
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};
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// Parse JSON messages
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let messages: Vec<Value> = match serde_json::from_str(messages_str) {
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Ok(msgs) => msgs,
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Err(e) => {
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set_error_message(error_out, &format!("Failed to parse messages JSON: {}", e));
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return SglErrorCode::InvalidArgument;
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}
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};
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// Parse tools JSON if provided
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let tools: Option<Vec<Value>> = if tools_json.is_null() {
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None
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} else {
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let tools_str = match CStr::from_ptr(tools_json).to_str() {
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Ok(s) => {
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if s.is_empty() {
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None
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} else {
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match serde_json::from_str::<Vec<Value>>(s) {
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Ok(t) => Some(t),
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Err(e) => {
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set_error_message(error_out, &format!("Failed to parse tools JSON: {}", e));
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return SglErrorCode::InvalidArgument;
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}
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}
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}
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}
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Err(_) => {
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set_error_message(error_out, "Invalid UTF-8 in tools_json");
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return SglErrorCode::InvalidArgument;
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}
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};
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tools_str
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};
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// Get the tokenizer from handle
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let handle_ref = &*handle;
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let tokenizer = &handle_ref.tokenizer;
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// Try to downcast to HuggingFaceTokenizer
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if let Some(hf_tokenizer) = tokenizer.as_any().downcast_ref::<HuggingFaceTokenizer>() {
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// Apply chat template with tools
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let empty_docs: [Value; 0] = [];
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let tools_slice = tools.as_ref().map(|t| t.as_slice());
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let params = ChatTemplateParams {
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add_generation_prompt: true,
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tools: tools_slice,
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documents: Some(&empty_docs),
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template_kwargs: None,
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};
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match hf_tokenizer.apply_chat_template(&messages, params) {
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Ok(result) => {
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let result_cstr = match CString::new(result) {
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Ok(s) => s,
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Err(e) => {
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set_error_message(error_out, &format!("Failed to create result string: {}", e));
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return SglErrorCode::MemoryError;
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}
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};
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*result_out = result_cstr.into_raw();
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clear_error_message(error_out);
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SglErrorCode::Success
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}
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Err(e) => {
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set_error_message(error_out, &format!("Failed to apply chat template: {}", e));
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SglErrorCode::TokenizationError
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}
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}
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} else {
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set_error_message(error_out, "Chat template is only supported for HuggingFace tokenizers");
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SglErrorCode::TokenizationError
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}
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}
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/// Apply chat template to messages
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///
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/// # Arguments
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/// * `handle` - Tokenizer handle
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/// * `messages_json` - JSON string of messages array
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/// * `result_out` - Pointer to receive result string (must be freed with sgl_free_string)
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/// * `error_out` - Optional pointer to receive error message
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///
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/// # Returns
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/// * SglErrorCode::Success on success, error code on failure
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#[no_mangle]
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pub unsafe extern "C" fn sgl_tokenizer_apply_chat_template(
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handle: *mut TokenizerHandle,
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messages_json: *const c_char,
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result_out: *mut *mut c_char,
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error_out: *mut *mut c_char,
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) -> SglErrorCode {
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if handle.is_null() || messages_json.is_null() || result_out.is_null() {
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set_error_message(error_out, "Invalid arguments: null pointer");
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return SglErrorCode::InvalidArgument;
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}
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let messages_str = match CStr::from_ptr(messages_json).to_str() {
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Ok(s) => s,
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Err(_) => {
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set_error_message(error_out, "Invalid UTF-8 in messages_json");
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return SglErrorCode::InvalidArgument;
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}
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};
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// Parse JSON messages
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let messages: Vec<Value> = match serde_json::from_str(messages_str) {
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Ok(msgs) => msgs,
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Err(e) => {
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set_error_message(error_out, &format!("Failed to parse messages JSON: {}", e));
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return SglErrorCode::InvalidArgument;
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}
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};
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// Get the tokenizer from handle
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let handle_ref = &*handle;
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let tokenizer = &handle_ref.tokenizer;
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// Try to downcast to HuggingFaceTokenizer
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if let Some(hf_tokenizer) = tokenizer.as_any().downcast_ref::<HuggingFaceTokenizer>() {
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// Apply chat template with default parameters
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// Use empty arrays instead of None to avoid template errors
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// Set add_generation_prompt to true so the model knows to start generating
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let empty_tools: [Value; 0] = [];
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let empty_docs: [Value; 0] = [];
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let params = ChatTemplateParams {
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add_generation_prompt: true, // Important: tells the model to start generating
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tools: Some(&empty_tools),
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documents: Some(&empty_docs),
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template_kwargs: None,
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};
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match hf_tokenizer.apply_chat_template(&messages, params) {
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Ok(result) => {
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let result_cstr = match CString::new(result) {
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Ok(s) => s,
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Err(e) => {
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set_error_message(error_out, &format!("Failed to create result string: {}", e));
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return SglErrorCode::MemoryError;
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}
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};
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*result_out = result_cstr.into_raw();
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clear_error_message(error_out);
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SglErrorCode::Success
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}
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Err(e) => {
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set_error_message(error_out, &format!("Failed to apply chat template: {}", e));
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SglErrorCode::TokenizationError
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}
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}
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} else {
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set_error_message(error_out, "Chat template is only supported for HuggingFace tokenizers");
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SglErrorCode::TokenizationError
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}
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}
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/// Decode token IDs to text
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///
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/// # Arguments
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/// * `handle` - Tokenizer handle
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/// * `token_ids` - Array of token IDs
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/// * `token_count` - Number of tokens
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/// * `skip_special_tokens` - Whether to skip special tokens
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/// * `result_out` - Pointer to receive result string (must be freed with sgl_free_string)
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/// * `error_out` - Optional pointer to receive error message
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///
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/// # Returns
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/// * SglErrorCode::Success on success, error code on failure
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#[no_mangle]
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pub unsafe extern "C" fn sgl_tokenizer_decode(
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handle: *mut TokenizerHandle,
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token_ids: *const u32,
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token_count: usize,
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skip_special_tokens: c_int,
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result_out: *mut *mut c_char,
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error_out: *mut *mut c_char,
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) -> SglErrorCode {
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if handle.is_null() || token_ids.is_null() || result_out.is_null() {
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set_error_message(error_out, "Invalid arguments: null pointer");
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return SglErrorCode::InvalidArgument;
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}
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if token_count == 0 {
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let empty = CString::new("").unwrap();
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*result_out = empty.into_raw();
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clear_error_message(error_out);
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return SglErrorCode::Success;
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}
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// Convert C array to Rust slice
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let token_slice = std::slice::from_raw_parts(token_ids, token_count);
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let tokenizer = &(*handle).tokenizer;
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match tokenizer.decode(token_slice, skip_special_tokens != 0) {
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Ok(text) => {
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let result_cstr = match CString::new(text) {
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Ok(s) => s,
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Err(e) => {
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set_error_message(error_out, &format!("Failed to create result string: {}", e));
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return SglErrorCode::MemoryError;
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}
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};
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*result_out = result_cstr.into_raw();
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clear_error_message(error_out);
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SglErrorCode::Success
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}
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Err(e) => {
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set_error_message(error_out, &e.to_string());
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SglErrorCode::TokenizationError
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}
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}
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}
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/// Free a tokenizer handle
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///
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/// # Safety
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/// This function must only be called once per handle, and the handle must not be used after calling.
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#[no_mangle]
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pub unsafe extern "C" fn sgl_tokenizer_free(handle: *mut TokenizerHandle) {
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if !handle.is_null() {
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let _ = Box::from_raw(handle);
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}
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}
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