diff --git a/docs/model_cache.md b/docs/model_cache.md index 46373ae113..2174ca7f26 100644 --- a/docs/model_cache.md +++ b/docs/model_cache.md @@ -23,6 +23,8 @@ Alternatively the location of the cache storage can be set using the parameter ` The model server security context must have read-write access to the cache storage path. +`--cache_dir` also applies to LLM text-generation servables using the continuous batching pipeline (GPU). With it set, the compiled-model/blob cache is persisted across restarts, so a model that has already been compiled (or idle-unloaded) reloads from the cache instead of recompiling. An explicit `CACHE_DIR` in a node's `plugin_config` takes precedence over the global `--cache_dir`. + When using Model Server with configuration file, it is possible to serve more than one model. In such case, model cache is applied to all the models, with an exception to: - Models with custom loader (for security reasons explained earlier) - Models configured to shape `auto` or batch_size `auto` diff --git a/src/llm/language_model/continuous_batching/servable_initializer.cpp b/src/llm/language_model/continuous_batching/servable_initializer.cpp index 1aaff99844..c59c94bf71 100644 --- a/src/llm/language_model/continuous_batching/servable_initializer.cpp +++ b/src/llm/language_model/continuous_batching/servable_initializer.cpp @@ -227,6 +227,21 @@ Status ContinuousBatchingServableInitializer::initialize(std::shared_ptrpluginConfig.find(ov::cache_dir.name()) == properties->pluginConfig.end()) { + properties->pluginConfig[ov::cache_dir.name()] = globalCacheDir; + SPDLOG_DEBUG("Applying global cache_dir to continuous batching pipeline: {}", globalCacheDir); + } else { + SPDLOG_DEBUG("CACHE_DIR set explicitly in node plugin_config; keeping user value over global cache_dir"); + } + } + if (properties->device == "CPU") { status = applyDefaultCpuProperties(properties->pluginConfig); if (!status.ok()) { diff --git a/src/test/llm/llmnode_test.cpp b/src/test/llm/llmnode_test.cpp index e13cf29919..4fdaae1edf 100644 --- a/src/test/llm/llmnode_test.cpp +++ b/src/test/llm/llmnode_test.cpp @@ -37,6 +37,7 @@ #endif #include "../../http_rest_api_handler.hpp" +#include "../../config.hpp" #include "../../http_status_code.hpp" #include "../../json_parser.hpp" #include "../../llm/apis/openai_completions.hpp" @@ -4425,6 +4426,201 @@ TEST_F(LLMVLMOptionsHttpTest, LLMVLMNodeOptionsCheckPluginConfig) { LLMNodeOptionsCheckPluginConfig(modelsPath); } +// Verifies that the global --cache_dir (ServerSettings) is propagated into the +// continuous batching pipeline plugin config, and that an explicit CACHE_DIR in +// the node's plugin_config takes precedence over the global value. +// Regression test for openvinotoolkit/model_server#4230. +void LLMNodeOptionsCacheDirPropagation(std::string& modelsPath) { + // Seed the global cache_dir via the CLI parser (same path used in production). + char* n_argv[] = {(char*)"ovms", (char*)"--model_path", (char*)"/path/to/model", (char*)"--model_name", (char*)"some_name", (char*)"--rest_port", (char*)"8080", (char*)"--cache_dir", (char*)"/tmp/ovms_global_cache"}; + int arg_count = 9; + ovms::Config::instance().parse(arg_count, n_argv); + ASSERT_EQ(ovms::Config::instance().cacheDir(), "/tmp/ovms_global_cache"); + + // Case 1: no CACHE_DIR in node plugin_config -> global value is applied. + { + std::string testPbtxt = R"( + input_stream: "HTTP_REQUEST_PAYLOAD:input" + output_stream: "HTTP_RESPONSE_PAYLOAD:output" + + node: { + name: "llmNode" + calculator: "HttpLLMCalculator" + input_stream: "LOOPBACK:loopback" + input_stream: "HTTP_REQUEST_PAYLOAD:input" + input_side_packet: "LLM_NODE_RESOURCES:llm" + output_stream: "LOOPBACK:loopback" + output_stream: "HTTP_RESPONSE_PAYLOAD:output" + input_stream_info: { + tag_index: 'LOOPBACK:0', + back_edge: true + } + node_options: { + [type.googleapis.com / mediapipe.LLMCalculatorOptions]: { + models_path: ")" + + modelsPath + R"(" + } + } + input_stream_handler { + input_stream_handler: "SyncSetInputStreamHandler", + options { + [mediapipe.SyncSetInputStreamHandlerOptions.ext] { + sync_set { + tag_index: "LOOPBACK:0" + } + } + } + } + } + )"; + adjustConfigForTargetPlatform(testPbtxt); + ::mediapipe::CalculatorGraphConfig config; + ASSERT_TRUE(::google::protobuf::TextFormat::ParseFromString(testPbtxt, &config)); + std::shared_ptr servable; + ASSERT_EQ(initializeGenAiServable(servable, config.node(0), ""), StatusCode::OK); + auto properties = std::static_pointer_cast(servable->getProperties()); + ASSERT_EQ(properties->pluginConfig.count("CACHE_DIR"), 1); + ASSERT_EQ(properties->pluginConfig["CACHE_DIR"].as(), "/tmp/ovms_global_cache"); + } + + // Case 2: explicit CACHE_DIR in node plugin_config wins over the global value. + { + std::string testPbtxt = R"( + input_stream: "HTTP_REQUEST_PAYLOAD:input" + output_stream: "HTTP_RESPONSE_PAYLOAD:output" + + node: { + name: "llmNode" + calculator: "HttpLLMCalculator" + input_stream: "LOOPBACK:loopback" + input_stream: "HTTP_REQUEST_PAYLOAD:input" + input_side_packet: "LLM_NODE_RESOURCES:llm" + output_stream: "LOOPBACK:loopback" + output_stream: "HTTP_RESPONSE_PAYLOAD:output" + input_stream_info: { + tag_index: 'LOOPBACK:0', + back_edge: true + } + node_options: { + [type.googleapis.com / mediapipe.LLMCalculatorOptions]: { + models_path: ")" + + modelsPath + R"(" + plugin_config: '{"CACHE_DIR": "/tmp/ovms_node_cache"}' + } + } + input_stream_handler { + input_stream_handler: "SyncSetInputStreamHandler", + options { + [mediapipe.SyncSetInputStreamHandlerOptions.ext] { + sync_set { + tag_index: "LOOPBACK:0" + } + } + } + } + } + )"; + adjustConfigForTargetPlatform(testPbtxt); + ::mediapipe::CalculatorGraphConfig config; + ASSERT_TRUE(::google::protobuf::TextFormat::ParseFromString(testPbtxt, &config)); + std::shared_ptr servable; + ASSERT_EQ(initializeGenAiServable(servable, config.node(0), ""), StatusCode::OK); + auto properties = std::static_pointer_cast(servable->getProperties()); + ASSERT_EQ(properties->pluginConfig.count("CACHE_DIR"), 1); + // The test harness may rewrite the path for the target platform, so match + // on substrings: the explicit node value must win over the global one. + std::string nodeCacheDir = properties->pluginConfig["CACHE_DIR"].as(); + ASSERT_NE(nodeCacheDir.find("ovms_node_cache"), std::string::npos) << "Explicit node CACHE_DIR should be used, got: " << nodeCacheDir; + ASSERT_EQ(nodeCacheDir.find("ovms_global_cache"), std::string::npos) << "Global cache_dir must not override explicit node CACHE_DIR, got: " << nodeCacheDir; + } + + // Restore the global cache_dir so the singleton does not leak into other tests. + char* reset_argv[] = {(char*)"ovms", (char*)"--model_path", (char*)"/path/to/model", (char*)"--model_name", (char*)"some_name", (char*)"--rest_port", (char*)"8080"}; + ovms::Config::instance().parse(7, reset_argv); +} +TEST_F(LLMOptionsHttpTest, LLMNodeOptionsCacheDirPropagation) { + LLMNodeOptionsCacheDirPropagation(modelsPath); +} +TEST_F(LLMVLMOptionsHttpTest, LLMVLMNodeOptionsCacheDirPropagation) { + LLMNodeOptionsCacheDirPropagation(modelsPath); +} + +// End-to-end regression test for #4230: LLMNodeOptionsCacheDirPropagation above only +// verifies that --cache_dir lands in properties->pluginConfig; it does not prove that +// OpenVINO Core actually persists compiled-model cache artifacts, which was the crux of +// the original bug report (log said "cache enabled", nothing was ever written on disk). +// This test constructs a real ContinuousBatchingPipeline against --cache_dir and asserts +// that compiled-model cache artifacts actually land under it. +TEST_F(LLMOptionsHttpTest, LLMNodeOptionsCacheDirWritesCacheArtifacts) { + std::string cacheDir = std::filesystem::temp_directory_path().string() + + "/LLMNodeOptionsCacheDirWritesCacheArtifacts_" + + ::testing::UnitTest::GetInstance()->current_test_info()->name(); + std::filesystem::remove_all(cacheDir); + std::filesystem::create_directories(cacheDir); + + // Seed the global cache_dir via the CLI parser (same path used in production). + char* n_argv[] = {(char*)"ovms", (char*)"--model_path", (char*)"/path/to/model", (char*)"--model_name", (char*)"some_name", (char*)"--rest_port", (char*)"8080", (char*)"--cache_dir", (char*)cacheDir.c_str()}; + int arg_count = 9; + ovms::Config::instance().parse(arg_count, n_argv); + ASSERT_EQ(ovms::Config::instance().cacheDir(), cacheDir); + + std::string testPbtxt = R"( + input_stream: "HTTP_REQUEST_PAYLOAD:input" + output_stream: "HTTP_RESPONSE_PAYLOAD:output" + + node: { + name: "llmNode" + calculator: "HttpLLMCalculator" + input_stream: "LOOPBACK:loopback" + input_stream: "HTTP_REQUEST_PAYLOAD:input" + input_side_packet: "LLM_NODE_RESOURCES:llm" + output_stream: "LOOPBACK:loopback" + output_stream: "HTTP_RESPONSE_PAYLOAD:output" + input_stream_info: { + tag_index: 'LOOPBACK:0', + back_edge: true + } + node_options: { + [type.googleapis.com / mediapipe.LLMCalculatorOptions]: { + models_path: ")" + + modelsPath + R"(" + } + } + input_stream_handler { + input_stream_handler: "SyncSetInputStreamHandler", + options { + [mediapipe.SyncSetInputStreamHandlerOptions.ext] { + sync_set { + tag_index: "LOOPBACK:0" + } + } + } + } + } + )"; + adjustConfigForTargetPlatform(testPbtxt); + ::mediapipe::CalculatorGraphConfig config; + ASSERT_TRUE(::google::protobuf::TextFormat::ParseFromString(testPbtxt, &config)); + std::shared_ptr servable; + ASSERT_EQ(initializeGenAiServable(servable, config.node(0), ""), StatusCode::OK); + + bool foundCacheArtifact = false; + for (const auto& entry : std::filesystem::recursive_directory_iterator(cacheDir)) { + if (entry.is_regular_file()) { + foundCacheArtifact = true; + break; + } + } + EXPECT_TRUE(foundCacheArtifact) + << "Expected compiled-model cache artifacts under --cache_dir after constructing the " + << "continuous batching pipeline, found none in: " << cacheDir; + + // Restore the global cache_dir so the singleton does not leak into other tests. + char* reset_argv[] = {(char*)"ovms", (char*)"--model_path", (char*)"/path/to/model", (char*)"--model_name", (char*)"some_name", (char*)"--rest_port", (char*)"8080"}; + ovms::Config::instance().parse(7, reset_argv); + std::filesystem::remove_all(cacheDir); +} + void LLMNodeOptionsCheckNonDefault(std::string& modelsPath) { std::string testPbtxt = R"( input_stream: "HTTP_REQUEST_PAYLOAD:input"