mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2026-09-19 17:24:57 +02:00
support other AIP_* env var
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@@ -53,11 +53,46 @@ static void log_server_request(const httplib::Request & req, const httplib::Resp
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SRV_DBG("response: %s\n", res.body.c_str());
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}
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// For Vertex AI compatibility
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struct vertexai_params {
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bool enabled;
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std::string path_health;
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std::string path_predict;
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int port;
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// Ref: https://docs.cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables
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vertexai_params() {
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enabled = getenv("AIP_MODE", "") == "PREDICT";
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path_health = getenv("AIP_HEALTH_ROUTE", "", true); // default: using the route defined in server.cpp
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path_predict = getenv("AIP_PREDICT_ROUTE", "/predict", true);
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port = std::stoi(getenv("PORT", "8080"));
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}
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static std::string getenv(const char * name, const std::string & default_value, bool ensure_leading_slash = false) {
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const char * value = std::getenv(name);
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if (value == nullptr || value[0] == '\0') {
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return default_value;
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}
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std::string val = value;
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if (ensure_leading_slash && !val.empty() && val[0] != '/') {
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val.insert(val.begin(), '/');
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}
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return val;
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}
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};
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bool server_http_context::init(const common_params & params) {
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const vertexai_params vai;
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path_prefix = params.api_prefix;
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port = params.port;
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hostname = params.hostname;
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if (vai.enabled) {
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LOG_INF("%s: Vertex AI compat: health route = %s, predict route = %s, port = %d\n", __func__, vai.path_health.c_str(), vai.path_predict.c_str(), vai.port);
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port = vai.port;
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}
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auto & srv = pimpl->srv;
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#ifdef CPPHTTPLIB_OPENSSL_SUPPORT
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@@ -490,18 +525,6 @@ void server_http_context::post(const std::string & path, const server_http_conte
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// https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements
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//
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static std::string get_vertexai_predict_route() {
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const char * value = std::getenv("AIP_PREDICT_ROUTE");
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if (value == nullptr || value[0] == '\0') {
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return "/predict";
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}
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std::string route = value;
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if (route[0] != '/') {
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route.insert(route.begin(), '/');
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}
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return route;
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}
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// Derives the camelCase @requestFormat alias for a registered path.
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// e.g. "/v1/chat/completions" -> "chatCompletions", "/apply-template" -> "applyTemplate"
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static std::string path_to_vertexai_format(const std::string & path) {
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@@ -544,10 +567,10 @@ static json parse_vertexai_predict_response(const server_http_res_ptr & res) {
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}
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void server_http_context::register_vertexai() {
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const std::string route = get_vertexai_predict_route();
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const vertexai_params vai;
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if (handlers.count(route)) {
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LOG_ERR("%s: AIP_PREDICT_ROUTE=%s conflicts with an existing llama-server route\n", __func__, route.c_str());
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if (handlers.count(vai.path_predict)) {
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LOG_ERR("%s: AIP_PREDICT_ROUTE=%s conflicts with an existing llama-server route\n", __func__, vai.path_predict.c_str());
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exit(1);
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}
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@@ -558,7 +581,13 @@ void server_http_context::register_vertexai() {
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alias_to_path.emplace(path_to_vertexai_format(path), path);
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}
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post(route, [this, alias_to_path = std::move(alias_to_path)](const server_http_req & req) -> server_http_res_ptr {
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if (!vai.path_health.empty()) {
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auto health_handler = handlers.find("/health");
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GGML_ASSERT(health_handler != handlers.end());
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get(vai.path_health, health_handler->second);
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}
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post(vai.path_predict, [this, alias_to_path = std::move(alias_to_path)](const server_http_req & req) -> server_http_res_ptr {
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static const auto build_error = [](const std::string & message, error_type type = ERROR_TYPE_INVALID_REQUEST) -> json {
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return json {{"error", format_error_response(message, type)}};
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};
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