//! Tokenize and detokenize handlers //! //! Provides tokenization, detokenization, and tokenizer management operations. //! These handlers use the TokenizerRegistry for tokenizer storage and retrieval. use std::sync::Arc; use axum::{ http::StatusCode, response::{IntoResponse, Response}, Json, }; use tracing::{debug, error, warn}; use crate::{ app_context::AppContext, core::{steps::TokenizerConfigRequest, Job, UNKNOWN_MODEL_ID}, protocols::tokenize::{ AddTokenizerRequest, AddTokenizerResponse, CountResult, DetokenizeRequest, DetokenizeResponse, ListTokenizersResponse, RemoveTokenizerResponse, TextResult, TokenizeRequest, TokenizeResponse, TokenizerInfo, TokensResult, }, tokenizer::{registry::TokenizerEntry, traits::Tokenizer, TokenizerRegistry}, }; /// Helper to create error responses fn error_response(status: StatusCode, message: &str, error_type: &str) -> Response { ( status, Json(serde_json::json!({ "error": { "message": message, "type": error_type } })), ) .into_response() } /// Get a tokenizer by model name, with fallback strategies fn get_tokenizer(registry: &TokenizerRegistry, model: &str) -> Result, String> { // First, try exact match (by name or ID) if let Some(tokenizer) = registry.get(model) { debug!("Found tokenizer for model: {}", model); return Ok(tokenizer); } // Try UNKNOWN_MODEL_ID if model is "unknown" or empty if model == UNKNOWN_MODEL_ID || model.is_empty() { // Try to find any tokenizer as fallback let entries = registry.list(); if let Some(first) = entries.first() { debug!( "Using first available tokenizer '{}' as default", first.name ); return Ok(first.tokenizer.clone()); } } // List available tokenizers for error message let entries = registry.list(); if entries.is_empty() { Err("No tokenizers available. Use POST /v1/tokenizers to add one.".to_string()) } else { let names: Vec<&str> = entries.iter().map(|e| e.name.as_str()).collect(); Err(format!( "Tokenizer for model '{}' not found. Available: {}", model, names.join(", ") )) } } // ============================================================================ // Tokenize / Detokenize Handlers // ============================================================================ /// Handle POST /v1/tokenize pub async fn tokenize(registry: &Arc, request: TokenizeRequest) -> Response { debug!("Tokenize request for model: {}", request.model); let tokenizer = match get_tokenizer(registry, &request.model) { Ok(t) => t, Err(e) => { return error_response(StatusCode::BAD_REQUEST, &e, "tokenizer_not_found"); } }; let texts = request.prompt.as_strings(); let is_batch = request.prompt.is_batch(); // Tokenize each text let mut all_tokens: Vec> = Vec::with_capacity(texts.len()); let mut all_counts: Vec = Vec::with_capacity(texts.len()); let mut all_char_counts: Vec = Vec::with_capacity(texts.len()); for text in texts { // Don't add special tokens for tokenize API (matches Python behavior) let encoding = match tokenizer.encode(text, false) { Ok(enc) => enc, Err(e) => { error!("Tokenization failed: {}", e); return error_response( StatusCode::INTERNAL_SERVER_ERROR, &format!("Tokenization failed: {}", e), "tokenization_error", ); } }; let token_ids: Vec = encoding.token_ids().to_vec(); let count = token_ids.len() as i32; all_tokens.push(token_ids); all_counts.push(count); all_char_counts.push(text.chars().count() as i32); } // Format response based on single vs batch let (tokens, count, char_count) = if is_batch { ( TokensResult::Batch(all_tokens), CountResult::Batch(all_counts), CountResult::Batch(all_char_counts), ) } else { ( TokensResult::Single(all_tokens.into_iter().next().unwrap_or_default()), CountResult::Single(all_counts.into_iter().next().unwrap_or(0)), CountResult::Single(all_char_counts.into_iter().next().unwrap_or(0)), ) }; Json(TokenizeResponse { tokens, count, char_count, }) .into_response() } /// Handle POST /v1/detokenize pub async fn detokenize(registry: &Arc, request: DetokenizeRequest) -> Response { debug!("Detokenize request for model: {}", request.model); let tokenizer = match get_tokenizer(registry, &request.model) { Ok(t) => t, Err(e) => { return error_response(StatusCode::BAD_REQUEST, &e, "tokenizer_not_found"); } }; let sequences = request.tokens.sequences(); let is_batch = request.tokens.is_batch(); // Detokenize each sequence let mut all_texts: Vec = Vec::with_capacity(sequences.len()); for seq in sequences { let text = match tokenizer.decode(seq, request.skip_special_tokens) { Ok(t) => t, Err(e) => { error!("Detokenization failed: {}", e); return error_response( StatusCode::INTERNAL_SERVER_ERROR, &format!("Detokenization failed: {}", e), "detokenization_error", ); } }; all_texts.push(text); } // Format response based on single vs batch let text = if is_batch { TextResult::Batch(all_texts) } else { TextResult::Single(all_texts.into_iter().next().unwrap_or_default()) }; Json(DetokenizeResponse { text }).into_response() } // ============================================================================ // Tokenizer Management Handlers // ============================================================================ /// Handle POST /v1/tokenizers - async version using job queue pub async fn add_tokenizer(context: &Arc, request: AddTokenizerRequest) -> Response { // Check if tokenizer already exists by name if context.tokenizer_registry.contains(&request.name) { // Return the existing tokenizer's ID if let Some(entry) = context.tokenizer_registry.get_by_name(&request.name) { return ( StatusCode::CONFLICT, Json(AddTokenizerResponse { id: entry.id, status: "failed".to_string(), message: format!("Tokenizer '{}' already exists", request.name), vocab_size: None, }), ) .into_response(); } } // Get the job queue let job_queue = match context.worker_job_queue.get() { Some(queue) => queue, None => { error!("Job queue not available"); return ( StatusCode::SERVICE_UNAVAILABLE, Json(AddTokenizerResponse { id: String::new(), status: "failed".to_string(), message: "Job queue not available".to_string(), vocab_size: None, }), ) .into_response(); } }; // Generate UUID for this tokenizer let tokenizer_id = TokenizerRegistry::generate_id(); // Create the job with the pre-generated ID // Note: API-initiated tokenizer loads don't use caching by default // Caching is applied for startup and worker-initiated loads based on router config let config = TokenizerConfigRequest { id: tokenizer_id.clone(), name: request.name.clone(), source: request.source.clone(), chat_template_path: request.chat_template_path.clone(), cache_config: None, fail_on_duplicate: true, }; let job = Job::AddTokenizer { config: Box::new(config), }; // Submit the job match job_queue.submit(job).await { Ok(()) => ( StatusCode::ACCEPTED, Json(AddTokenizerResponse { id: tokenizer_id, status: "pending".to_string(), message: format!( "Tokenizer '{}' registration job submitted. Loading from: {}", request.name, request.source ), vocab_size: None, }), ) .into_response(), Err(e) => { error!("Failed to submit tokenizer job: {}", e); ( StatusCode::SERVICE_UNAVAILABLE, Json(AddTokenizerResponse { id: String::new(), status: "failed".to_string(), message: e, vocab_size: None, }), ) .into_response() } } } /// Handle GET /v1/tokenizers pub async fn list_tokenizers(registry: &Arc) -> Response { debug!("List tokenizers request"); let entries = registry.list(); let tokenizers: Vec = entries .into_iter() .map(|e| TokenizerInfo { id: e.id, name: e.name, source: e.source, vocab_size: e.tokenizer.vocab_size(), }) .collect(); Json(ListTokenizersResponse { tokenizers }).into_response() } /// Handle DELETE /v1/tokenizers/{tokenizer_id} pub async fn remove_tokenizer(context: &Arc, tokenizer_id: &str) -> Response { // Try to remove by ID first, then by name for backward compatibility let removed = context .tokenizer_registry .remove_by_id(tokenizer_id) .or_else(|| context.tokenizer_registry.remove(tokenizer_id)); if let Some(entry) = removed { debug!("Removed tokenizer '{}' (id: {})", entry.name, entry.id); ( StatusCode::OK, Json(RemoveTokenizerResponse { success: true, message: format!("Tokenizer '{}' removed successfully", entry.name), }), ) .into_response() } else { warn!("Tokenizer '{}' not found", tokenizer_id); ( StatusCode::NOT_FOUND, Json(RemoveTokenizerResponse { success: false, message: format!("Tokenizer '{}' not found", tokenizer_id), }), ) .into_response() } } /// Handle GET /v1/tokenizers/{tokenizer_id} pub async fn get_tokenizer_info(context: &Arc, tokenizer_id: &str) -> Response { debug!("Get tokenizer info for '{}'", tokenizer_id); // Try by ID first, then by name let entry: Option = context .tokenizer_registry .get_by_id(tokenizer_id) .or_else(|| context.tokenizer_registry.get_by_name(tokenizer_id)); match entry { Some(e) => { let info = TokenizerInfo { id: e.id, name: e.name, source: e.source, vocab_size: e.tokenizer.vocab_size(), }; Json(info).into_response() } None => error_response( StatusCode::NOT_FOUND, &format!("Tokenizer '{}' not found", tokenizer_id), "tokenizer_not_found", ), } } /// Handle GET /v1/tokenizers/{tokenizer_id}/status pub async fn get_tokenizer_status(context: &Arc, tokenizer_id: &str) -> Response { debug!("Get tokenizer status for '{}'", tokenizer_id); // First check if tokenizer is already loaded (by ID or name) let entry = context .tokenizer_registry .get_by_id(tokenizer_id) .or_else(|| context.tokenizer_registry.get_by_name(tokenizer_id)); if let Some(e) = entry { return Json(AddTokenizerResponse { id: e.id, status: "completed".to_string(), message: format!("Tokenizer '{}' is loaded and ready", e.name), vocab_size: Some(e.tokenizer.vocab_size()), }) .into_response(); } // Check job status (jobs are tracked by ID) if let Some(job_queue) = context.worker_job_queue.get() { if let Some(job_status) = job_queue.get_status(tokenizer_id) { return Json(AddTokenizerResponse { id: tokenizer_id.to_string(), status: job_status.status.clone(), message: job_status .message .unwrap_or_else(|| format!("Tokenizer job is {}", job_status.status)), vocab_size: None, }) .into_response(); } } // Not found error_response( StatusCode::NOT_FOUND, &format!("Tokenizer '{}' not found and no pending job", tokenizer_id), "not_found", ) }