From bcb60f306f1b93ee865b5161da9844fdb527bcaa Mon Sep 17 00:00:00 2001 From: ZXED Date: Wed, 28 Feb 2024 20:46:10 +0300 Subject: [PATCH 1/6] server: error handling --- Makefile | 2 +- common/CMakeLists.txt | 3 +- common/error.h | 24 +++++++++++++++ common/grammar-parser.cpp | 5 ++-- common/sampling.cpp | 11 +++++-- examples/server/README.md | 14 +++++++++ examples/server/server.cpp | 61 +++++++++++++++++++++++++++++++------- 7 files changed, 102 insertions(+), 18 deletions(-) create mode 100644 common/error.h diff --git a/Makefile b/Makefile index 4f26c0463fcd8..241bbeb5aa42b 100644 --- a/Makefile +++ b/Makefile @@ -634,7 +634,7 @@ OBJS += ggml-alloc.o ggml-backend.o ggml-quants.o llama.o: llama.cpp ggml.h ggml-alloc.h ggml-backend.h ggml-cuda.h ggml-metal.h llama.h $(CXX) $(CXXFLAGS) -c $< -o $@ -COMMON_H_DEPS = common/common.h common/sampling.h common/log.h +COMMON_H_DEPS = common/common.h common/sampling.h common/log.h common/error.h COMMON_DEPS = common.o sampling.o grammar-parser.o build-info.o common.o: common/common.cpp $(COMMON_H_DEPS) diff --git a/common/CMakeLists.txt b/common/CMakeLists.txt index f79acfef1d133..3859bba813868 100644 --- a/common/CMakeLists.txt +++ b/common/CMakeLists.txt @@ -57,7 +57,8 @@ add_library(${TARGET} STATIC grammar-parser.cpp train.h train.cpp - ) + error.h +) if (BUILD_SHARED_LIBS) set_target_properties(${TARGET} PROPERTIES POSITION_INDEPENDENT_CODE ON) diff --git a/common/error.h b/common/error.h new file mode 100644 index 0000000000000..1669c4918ea79 --- /dev/null +++ b/common/error.h @@ -0,0 +1,24 @@ +#pragma once + +#include +#include +#include + +class llama_error : public std::exception +{ +private: + std::string _id; + std::string _description; + +public: + llama_error(const std::string & id, const std::string & description) + : + _id(id), + _description(description) + { + fprintf(stderr, "ERROR [%s]: %s\n", id.c_str(), description.c_str()); + } + + inline const std::string & id() const { return _id; } + inline const std::string & description() const { return _description; } +}; diff --git a/common/grammar-parser.cpp b/common/grammar-parser.cpp index bf89a96f3617f..3d8e8bef950ce 100644 --- a/common/grammar-parser.cpp +++ b/common/grammar-parser.cpp @@ -1,4 +1,6 @@ #include "grammar-parser.h" +#include "error.h" + #include #include #include @@ -280,8 +282,7 @@ namespace grammar_parser { } return state; } catch (const std::exception & err) { - fprintf(stderr, "%s: error parsing grammar: %s\n", __func__, err.what()); - return parse_state(); + throw llama_error("grammar.invalid", std::string(__func__) + ": error parsing grammar: " + err.what()); } } diff --git a/common/sampling.cpp b/common/sampling.cpp index e67096bea6932..b0b960b732b7d 100644 --- a/common/sampling.cpp +++ b/common/sampling.cpp @@ -1,4 +1,5 @@ #include "sampling.h" +#include "error.h" struct llama_sampling_context * llama_sampling_init(const struct llama_sampling_params & params) { struct llama_sampling_context * result = new llama_sampling_context(); @@ -8,13 +9,17 @@ struct llama_sampling_context * llama_sampling_init(const struct llama_sampling_ // if there is a grammar, parse it if (!params.grammar.empty()) { - result->parsed_grammar = grammar_parser::parse(params.grammar.c_str()); + try { + result->parsed_grammar = grammar_parser::parse(params.grammar.c_str()); + } catch (const llama_error & err) { + delete result; + throw err; + } // will be empty (default) if there are parse errors if (result->parsed_grammar.rules.empty()) { - fprintf(stderr, "%s: failed to parse grammar\n", __func__); delete result; - return nullptr; + throw llama_error("grammar.empty", std::string(__func__) + ": empty grammar"); } std::vector grammar_rules(result->parsed_grammar.c_rules()); diff --git a/examples/server/README.md b/examples/server/README.md index 0e9bd7fd404ba..58227877060cc 100644 --- a/examples/server/README.md +++ b/examples/server/README.md @@ -275,6 +275,20 @@ Notice that each `probs` is an array of length `n_probs`. - `tokens_evaluated`: Number of tokens evaluated in total from the prompt - `truncated`: Boolean indicating if the context size was exceeded during generation, i.e. the number of tokens provided in the prompt (`tokens_evaluated`) plus tokens generated (`tokens predicted`) exceeded the context size (`n_ctx`) +In case of an error the error details will be returned as follows: +```json +{ + "error": { + "description": "parse: error parsing grammar: expecting name at (", + "id": "grammar.invalid" + } +} +``` +where: +- `description` - human-readable description +- `id` - unique ID for this error type + + - **POST** `/tokenize`: Tokenize a given text. *Options:* diff --git a/examples/server/server.cpp b/examples/server/server.cpp index 080fa9bd5702c..f9f93ccca6abc 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -23,6 +23,7 @@ #include "index.js.hpp" #include "completion.js.hpp" #include "json-schema-to-grammar.mjs.hpp" +#include "error.h" #include #include @@ -674,6 +675,15 @@ struct llama_server_context slot->prompt = ""; } + if ( + (slot->prompt.is_string() && slot->prompt.get().empty()) + || + (slot->prompt.is_array() && slot->prompt.empty()) + ) + { + throw llama_error("prompt.empty", "The prompt must not be empty"); + } + slot->sparams.penalty_prompt_tokens.clear(); slot->sparams.use_penalty_prompt_tokens = false; const auto &penalty_prompt = data.find("penalty_prompt"); @@ -1132,6 +1142,28 @@ struct llama_server_context queue_results.send(res); } + static json error_to_json(const llama_error& error) + { + return { + { "error", { + { "id", error.id() }, + { "description", error.description() } + } } + }; + } + + void send_error(task_server& task, const llama_error& error) + { + LOG_TEE("task %i - error: %s - %s\n", task.id, error.id().c_str(), error.description().c_str()); + task_result res; + res.id = task.id; + res.multitask_id = task.multitask_id; + res.stop = false; + res.error = true; + res.result_json = { { "content", error_to_json(error).dump() } }; + queue_results.send(res); + } + json get_formated_generation(llama_client_slot &slot) { const auto eos_bias = slot.sparams.logit_bias.find(llama_token_eos(model)); @@ -1336,10 +1368,6 @@ struct llama_server_context split_multiprompt_task(task_id, task); } } else { - // an empty prompt can make slot become buggy - if (task.data.contains("prompt") && task.data["prompt"].is_string() && task.data["prompt"].get().empty()) { - task.data["prompt"] = " "; // add a space so that we have one token - } queue_tasks.post(task); } } @@ -1487,11 +1515,15 @@ struct llama_server_context slot->task_id = task.id; slot->multitask_id = task.multitask_id; - if (!launch_slot_with_data(slot, task.data)) - { - // send error result - send_error(task, "internal_error"); - break; + try { + if (!launch_slot_with_data(slot, task.data)) + { + // send error result + send_error(task, "internal_error"); + break; + } + } catch (const llama_error & err) { + send_error(task, err); } } break; case TASK_TYPE_CANCEL: { // release slot linked with the task id @@ -3129,7 +3161,15 @@ int main(int argc, char **argv) if (!validate_api_key(req, res)) { return; } - json data = json::parse(req.body); + json data; + try { + data = json::parse(req.body); + } catch(const json::exception & json_err) { + const auto err = llama_error("request.invalid_json", std::string("Invalid JSON: ") + json_err.what()); + const auto err_json = llama_server_context::error_to_json(err).dump(); + res.set_content(err_json, "text/plain; charset=utf-8"); + return; + } const int task_id = llama.queue_tasks.get_new_id(); llama.queue_results.add_waiting_task_id(task_id); llama.request_completion(task_id, data, false, false, -1); @@ -3141,7 +3181,6 @@ int main(int argc, char **argv) } else { - res.status = 404; res.set_content(result.result_json["content"], "text/plain; charset=utf-8"); } llama.queue_results.remove_waiting_task_id(task_id); From 8a8aaee714dd4f200e4534995ebd28934c6ab08c Mon Sep 17 00:00:00 2001 From: ZXED Date: Fri, 8 Mar 2024 20:26:27 +0300 Subject: [PATCH 2/6] server: error handling: fixes after merge --- examples/server/server.cpp | 45 +++++++++++++++++++++++++++++++++----- 1 file changed, 40 insertions(+), 5 deletions(-) diff --git a/examples/server/server.cpp b/examples/server/server.cpp index de247f12faf4d..06707bb516313 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -1211,6 +1211,28 @@ struct server_context { queue_results.send(res); } + static json error_to_json(const llama_error& error) + { + return { + { "error", { + { "id", error.id() }, + { "description", error.description() } + } } + }; + } + + void send_error(const server_task & task, const llama_error& error) + { + LOG_TEE("task %i - error: %s - %s\n", task.id, error.id().c_str(), error.description().c_str()); + server_task_result res; + res.id = task.id; + res.id_multi = task.id_multi; + res.stop = false; + res.error = true; + res.data = { { "content", error_to_json(error).dump() } }; + queue_results.send(res); + } + void send_partial_response(server_slot & slot, completion_token_output tkn) { server_task_result res; res.id = slot.id_task; @@ -1436,10 +1458,15 @@ struct server_context { slot->infill = task.infill; slot->embedding = task.embedding; - if (!launch_slot_with_data(*slot, task.data)) { - // send error result - send_error(task, "internal_error"); - break; + try { + if (!launch_slot_with_data(*slot, task.data)) + { + // send error result + send_error(task, "internal_error"); + break; + } + } catch (const llama_error & err) { + send_error(task, err); } } break; case SERVER_TASK_TYPE_CANCEL: @@ -2953,7 +2980,15 @@ int main(int argc, char ** argv) { return; } - json data = json::parse(req.body); + json data; + try { + data = json::parse(req.body); + } catch (const json::exception & json_err) { + const auto err = llama_error("request.invalid_json", std::string("Invalid JSON: ") + json_err.what()); + const auto err_json = server_context::error_to_json(err).dump(); + res.set_content(err_json, "text/plain; charset=utf-8"); + return; + } const int id_task = ctx_server.queue_tasks.get_new_id(); From 444f32e3703b04f446d127c5decb73eb69a26534 Mon Sep 17 00:00:00 2001 From: ZXED Date: Fri, 8 Mar 2024 20:32:52 +0300 Subject: [PATCH 3/6] server: error handling: rename error fields to match OpenAI API --- common/error.h | 16 ++++++++-------- examples/server/server.cpp | 6 +++--- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/common/error.h b/common/error.h index 1669c4918ea79..79ad2c6926f89 100644 --- a/common/error.h +++ b/common/error.h @@ -7,18 +7,18 @@ class llama_error : public std::exception { private: - std::string _id; - std::string _description; + std::string _type; + std::string _message; public: - llama_error(const std::string & id, const std::string & description) + llama_error(const std::string & type, const std::string & message) : - _id(id), - _description(description) + _type(type), + _message(message) { - fprintf(stderr, "ERROR [%s]: %s\n", id.c_str(), description.c_str()); + fprintf(stderr, "ERROR [%s]: %s\n", type.c_str(), message.c_str()); } - inline const std::string & id() const { return _id; } - inline const std::string & description() const { return _description; } + inline const std::string & type() const { return _type; } + inline const std::string & message() const { return _message; } }; diff --git a/examples/server/server.cpp b/examples/server/server.cpp index 06707bb516313..88661a944db77 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -1215,15 +1215,15 @@ struct server_context { { return { { "error", { - { "id", error.id() }, - { "description", error.description() } + { "type", error.type() }, + { "message", error.message() } } } }; } void send_error(const server_task & task, const llama_error& error) { - LOG_TEE("task %i - error: %s - %s\n", task.id, error.id().c_str(), error.description().c_str()); + LOG_TEE("task %i - error: %s - %s\n", task.id, error.type().c_str(), error.message().c_str()); server_task_result res; res.id = task.id; res.id_multi = task.id_multi; From a4f25f879311f826264e9ff08061017c1c1ca771 Mon Sep 17 00:00:00 2001 From: ZXED Date: Sat, 9 Mar 2024 12:01:23 +0300 Subject: [PATCH 4/6] server: error handling: fix double free of ctx_sampling --- examples/server/server.cpp | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/server/server.cpp b/examples/server/server.cpp index 88661a944db77..420bc644dac4b 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -958,6 +958,7 @@ struct server_context { { if (slot.ctx_sampling != nullptr) { llama_sampling_free(slot.ctx_sampling); + slot.ctx_sampling = nullptr; } slot.ctx_sampling = llama_sampling_init(slot.sparams); llama_set_rng_seed(ctx, slot.params.seed); From bd5cca11b097c8ccb29dddcab9b7446ca5a9f37f Mon Sep 17 00:00:00 2001 From: ZXED Date: Sat, 9 Mar 2024 12:07:44 +0300 Subject: [PATCH 5/6] server: error handling: convert all unhandled exceptions to API errors --- examples/server/server.cpp | 3 +++ 1 file changed, 3 insertions(+) diff --git a/examples/server/server.cpp b/examples/server/server.cpp index 420bc644dac4b..d1e48b54403a1 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -24,6 +24,7 @@ #include #include #include +#include #include #include #include @@ -1468,6 +1469,8 @@ struct server_context { } } catch (const llama_error & err) { send_error(task, err); + } catch (const std::exception & err) { + send_error(task, llama_error("unhandled", err.what())); } } break; case SERVER_TASK_TYPE_CANCEL: From 7809dbca32a041bea90239818e7a85001a15a39b Mon Sep 17 00:00:00 2001 From: ZXED Date: Sat, 9 Mar 2024 13:00:46 +0300 Subject: [PATCH 6/6] server: error handling: always use new format for API errors --- examples/server/completion.js.hpp | 470 ++++++++++++++------------- examples/server/public/completion.js | 20 +- examples/server/server.cpp | 17 +- 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console.error(`llama.cpp error: ${result.error.content}`); + try { + result.error = JSON.parse(JSON.parse(result.error).content).error; + if (result.error.message.includes('slot unavailable')) { + // Throw an error to be caught by upstream callers + throw new Error('slot unavailable'); + } else { + console.error(`llama.cpp error [${result.error.type}]: ${result.error.message}`); + } + } catch(e) { + console.error(`llama.cpp error ${result.error}`) } } - if (result.error) { - result.error = JSON.parse(result.error); - console.error(`llama.cpp error: ${result.error.content}`); - } } } } diff --git a/examples/server/server.cpp b/examples/server/server.cpp index d1e48b54403a1..2dd7dfca16ac3 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -1200,19 +1200,6 @@ struct server_context { }; } - void send_error(const server_task & task, const std::string & error) { - LOG_TEE("task %i - error: %s\n", task.id, error.c_str()); - - server_task_result res; - res.id = task.id; - res.id_multi = task.id_multi; - res.stop = false; - res.error = true; - res.data = { { "content", error } }; - - queue_results.send(res); - } - static json error_to_json(const llama_error& error) { return { @@ -1409,7 +1396,7 @@ struct server_context { void split_multiprompt_task(int id_multi, const server_task & multiprompt_task) { const int prompt_count = multiprompt_task.data.at("prompt").size(); if (prompt_count <= 1) { - send_error(multiprompt_task, "error while handling multiple prompts"); + send_error(multiprompt_task, llama_error("prompt.multi.empty", "error while handling multiple prompts")); return; } @@ -1464,7 +1451,7 @@ struct server_context { if (!launch_slot_with_data(*slot, task.data)) { // send error result - send_error(task, "internal_error"); + send_error(task, llama_error("unknown", "Unknown error")); break; } } catch (const llama_error & err) {