Merge branch 'develop' into add-nvidia-wiki-to-docker-images-doc

core/configure/proto/multi_lang_general_model_service.proto

@@ -14,6 +14,8 @@
 
 syntax = "proto2";
 
+package baidu.paddle_serving.multi_lang;
+
 option java_multiple_files = true;
 option java_package = "io.paddle.serving.grpc";
 option java_outer_classname = "ServingProto";

core/configure/proto/server_configure.proto

@@ -58,6 +58,8 @@ message ResourceConf {
   optional string cube_config_path = 5;
   optional string cube_config_file = 6;
   optional int32 cube_quant_bits = 7; // set 0 if no quant.
+  optional string auth_product_name = 8;
+  optional string auth_container_id = 9;
 };
 
 // DAG node depency info

core/cube/cube-api/include/meta.h

@@ -22,7 +22,8 @@
 #ifdef BCLOUD
 #include "baidu/rpc/channel.h"
 #include "baidu/rpc/parallel_channel.h"
-#include "rapidjson/document.h"
+#include "rapidjson_1.0/document.h"
+#include "rapidjson_1.0/rapidjson.h"
 #else
 #include "brpc/channel.h"
 #include "brpc/parallel_channel.h"

core/general-client/src/general_model.cpp

@@ -39,7 +39,9 @@ using configure::GeneralModelConfig;
 
 void PredictorClient::init_gflags(std::vector<std::string> argv) {
   std::call_once(gflags_init_flag, [&]() {
+#ifndef BCLOUD
     FLAGS_logtostderr = true;
+#endif
     argv.insert(argv.begin(), "dummy");
     int argc = argv.size();
     char **arr = new char *[argv.size()];

core/general-server/op/general_copy_op.h

@@ -13,20 +13,12 @@
 // limitations under the License.
 
 #pragma once
-#include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include <string>
+#include <vector>
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
 #include "core/predictor/framework/resource.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_dist_kv_infer_op.h

@@ -15,17 +15,9 @@
 #pragma once
 #include <string>
 #include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_dist_kv_quant_infer_op.h

@@ -15,17 +15,9 @@
 #pragma once
 #include <string>
 #include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_infer_helper.h

@@ -15,17 +15,9 @@
 #pragma once
 
 #include <string.h>
+#include <string>
 #include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
 #include "paddle_inference_api.h"  // NOLINT
-#endif
-#include <string>
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_infer_op.cpp

@@ -60,10 +60,11 @@ int GeneralInferOp::inference() {
 
   const TensorVector *in = &input_blob->tensor_vector;
   TensorVector *out = &output_blob->tensor_vector;
-  int batch_size = input_blob->GetBatchSize();
+
+  int batch_size = input_blob->_batch_size;
   VLOG(2) << "(logid=" << log_id << ") input batch size: " << batch_size;
 
-  output_blob->SetBatchSize(batch_size);
+  output_blob->_batch_size = batch_size;
 
   VLOG(2) << "(logid=" << log_id << ") infer batch size: " << batch_size;
 

core/general-server/op/general_infer_op.h

@@ -15,17 +15,9 @@
 #pragma once
 #include <string>
 #include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_reader_op.cpp

@@ -102,6 +102,7 @@ int GeneralReaderOp::inference() {
       baidu::paddle_serving::predictor::Resource::instance();
 
   VLOG(2) << "(logid=" << log_id << ") get resource pointer done.";
+
   std::shared_ptr<PaddleGeneralModelConfig> model_config =
       resource.get_general_model_config();
 
@@ -265,6 +266,7 @@ int GeneralReaderOp::inference() {
   timeline.Pause();
   int64_t end = timeline.TimeStampUS();
   res->p_size = 0;
+  res->_batch_size = batch_size;
   AddBlobInfo(res, start);
   AddBlobInfo(res, end);
 

core/general-server/op/general_reader_op.h

@@ -13,21 +13,13 @@
 // limitations under the License.
 
 #pragma once
-#include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include <string>
+#include <vector>
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/load_general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
 #include "core/predictor/framework/resource.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_response_op.h

@@ -15,16 +15,8 @@
 #pragma once
 #include <string>
 #include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include "core/general-server/general_model_service.pb.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_text_reader_op.h

@@ -13,21 +13,13 @@
 // limitations under the License.
 
 #pragma once
-#include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include <string>
+#include <vector>
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/load_general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
 #include "core/predictor/framework/resource.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/general-server/op/general_text_response_op.h

@@ -15,17 +15,9 @@
 #pragma once
 #include <string>
 #include <vector>
-#ifdef BCLOUD
-#ifdef WITH_GPU
-#include "paddle/paddle_inference_api.h"
-#else
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
-#endif
-#else
-#include "paddle_inference_api.h"  // NOLINT
-#endif
 #include "core/general-server/general_model_service.pb.h"
 #include "core/general-server/op/general_infer_helper.h"
+#include "paddle_inference_api.h"  // NOLINT
 
 namespace baidu {
 namespace paddle_serving {

core/predictor/common/inner_common.h

@@ -50,7 +50,7 @@
 #include "butil/time.h"
 #endif
 
-#include "glog/raw_logging.h"
+#define ERROR_STRING_LEN 10240
 
 #include "core/configure/general_model_config.pb.h"
 #include "core/configure/include/configure_parser.h"

core/predictor/framework/factory.h

@@ -17,7 +17,7 @@
 #include <string>
 #include <utility>
 #include "core/predictor/common/inner_common.h"
-#include "glog/raw_logging.h"
+
 namespace baidu {
 namespace paddle_serving {
 namespace predictor {
@@ -28,7 +28,12 @@ namespace predictor {
     FactoryDerive<D, B>* factory = new (std::nothrow) FactoryDerive<D, B>(); \
     if (factory == NULL ||                                                   \
         FactoryPool<B>::instance().register_factory(tag, factory) != 0) {    \
-      RAW_LOG_FATAL("Failed regist factory: %s in macro!", #D);              \
+      char err_str[ERROR_STRING_LEN];                                        \
+      snprintf(err_str,                                                      \
+               ERROR_STRING_LEN - 1,                                         \
+               "Failed regist factory: %s in macro!",                        \
+               #D);                                                          \
+      RAW_LOG(FATAL, err_str);                                               \
       return -1;                                                             \
     }                                                                        \
     return 0;                                                                \
@@ -54,7 +59,13 @@ namespace predictor {
     if (factory == NULL ||                                                     \
         ::baidu::paddle_serving::predictor::FactoryPool<B>::instance()         \
                 .register_factory(#D, factory) != 0) {                         \
-      RAW_LOG_FATAL("Failed regist factory: %s->%s in macro!", #D, #B);        \
+      char err_str[ERROR_STRING_LEN];                                          \
+      snprintf(err_str,                                                        \
+               ERROR_STRING_LEN - 1,                                           \
+               "Failed regist factory: %s->%s in macro!",                      \
+               #D,                                                             \
+               #B);                                                            \
+      RAW_LOG(FATAL, err_str);                                                 \
       return;                                                                  \
     }                                                                          \
     return;                                                                    \
@@ -66,15 +77,26 @@ namespace predictor {
     ::baidu::paddle_serving::predictor::FactoryDerive<D, B>* factory = new (   \
         ::std::nothrow)::baidu::paddle_serving::predictor::FactoryDerive<D,    \
                                                                          B>(); \
+    char err_str[ERROR_STRING_LEN];                                            \
     if (factory == NULL ||                                                     \
         ::baidu::paddle_serving::predictor::FactoryPool<B>::instance()         \
                 .register_factory(N, factory) != 0) {                          \
-      RAW_LOG_FATAL(                                                           \
-          "Failed regist factory: %s->%s, tag: %s in macro!", #D, #B, N);      \
+      snprintf(err_str,                                                        \
+               ERROR_STRING_LEN - 1,                                           \
+               "Failed regist factory: %s->%s, tag: %s in macro!",             \
+               #D,                                                             \
+               #B,                                                             \
+               N);                                                             \
+      RAW_LOG(FATAL, err_str);                                                 \
       return;                                                                  \
     }                                                                          \
-    RAW_LOG_WARNING(                                                           \
-        "Succ regist factory: %s->%s, tag: %s in macro!", #D, #B, N);          \
+    snprintf(err_str,                                                          \
+             ERROR_STRING_LEN - 1,                                             \
+             "Succ regist factory: %s->%s, tag: %s in macro!",                 \
+             #D,                                                               \
+             #B,                                                               \
+             N);                                                               \
+    RAW_LOG(WARNING, err_str);                                                 \
     return;                                                                    \
   }
 
@@ -102,24 +124,35 @@ class FactoryPool {
   }
 
   int register_factory(const std::string& tag, FactoryBase<B>* factory) {
+    char err_str[ERROR_STRING_LEN];
     typename std::map<std::string, FactoryBase<B>*>::iterator it =
         _pool.find(tag);
     if (it != _pool.end()) {
-      RAW_LOG_FATAL("Insert duplicate with tag: %s", tag.c_str());
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Insert duplicate with tag: %s",
+               tag.c_str());
+      RAW_LOG(FATAL, err_str);
       return -1;
     }
 
     std::pair<typename std::map<std::string, FactoryBase<B>*>::iterator, bool>
         r = _pool.insert(std::make_pair(tag, factory));
     if (!r.second) {
-      RAW_LOG_FATAL("Failed insert new factory with: %s", tag.c_str());
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Failed insert new factory with: %s",
+               tag.c_str());
+      RAW_LOG(FATAL, err_str);
       return -1;
     }
 
-    RAW_LOG_INFO("Succ insert one factory, tag: %s, base type %s",
-                 tag.c_str(),
-                 typeid(B).name());
-
+    snprintf(err_str,
+             ERROR_STRING_LEN - 1,
+             "Succ insert one factory, tag: %s, base type %s",
+             tag.c_str(),
+             typeid(B).name());
+    RAW_LOG(INFO, err_str);
     return 0;
   }
 
@@ -127,9 +160,13 @@ class FactoryPool {
     typename std::map<std::string, FactoryBase<B>*>::iterator it =
         _pool.find(tag);
     if (it == _pool.end() || it->second == NULL) {
-      RAW_LOG_FATAL("Not found factory pool, tag: %s, pool size %u",
-                    tag.c_str(),
-                    _pool.size());
+      char err_str[ERROR_STRING_LEN];
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Not found factory pool, tag: %s, pool size %u",
+               tag.c_str(),
+               _pool.size());
+      RAW_LOG(FATAL, err_str);
       return NULL;
     }
 

core/predictor/framework/infer.h

@@ -603,6 +603,7 @@ class VersionedInferEngine : public InferEngine {
       LOG(ERROR) << "Failed generate engine with type:" << engine_type;
       return -1;
     }
+#ifndef BCLOUD
     VLOG(2) << "FLAGS_logtostderr " << FLAGS_logtostderr;
     int tmp = FLAGS_logtostderr;
     if (engine->proc_initialize(conf, version) != 0) {
@@ -611,6 +612,12 @@ class VersionedInferEngine : public InferEngine {
     }
     VLOG(2) << "FLAGS_logtostderr " << FLAGS_logtostderr;
     FLAGS_logtostderr = tmp;
+#else
+    if (engine->proc_initialize(conf, version) != 0) {
+      LOG(ERROR) << "Failed initialize engine, type:" << engine_type;
+      return -1;
+    }
+#endif
     auto r = _versions.insert(std::make_pair(engine->version(), engine));
     if (!r.second) {
       LOG(ERROR) << "Failed insert item: " << engine->version()

core/predictor/framework/op_repository.h

@@ -62,7 +62,10 @@ class OpRepository {
   template <typename OP_TYPE>
   void regist_op(std::string op_type) {
     _repository[op_type] = &OpFactory<OP_TYPE>::instance();
-    RAW_LOG_INFO("Succ regist op: %s", op_type.c_str());
+    char err_str[ERROR_STRING_LEN];
+    snprintf(
+        err_str, ERROR_STRING_LEN - 1, "Succ regist op: %s", op_type.c_str());
+    RAW_LOG(INFO, err_str);
   }
 
   Op* get_op(std::string op_type);

core/predictor/framework/resource.cpp

@@ -17,6 +17,9 @@
 #include <string>
 #include "core/predictor/common/inner_common.h"
 #include "core/predictor/framework/kv_manager.h"
+#ifdef BCLOUD
+#include "aipe_sec_client.h"  // NOLINT
+#endif
 namespace baidu {
 namespace paddle_serving {
 namespace predictor {
@@ -109,6 +112,42 @@ int Resource::initialize(const std::string& path, const std::string& file) {
   }
   LOG(WARNING) << "Successfully proc initialized mempool wrapper";
 
+#ifdef WITH_AUTH
+  std::string product_name_str = resource_conf.auth_product_name();
+  std::string container_id_str = resource_conf.auth_container_id();
+
+  char* product_name = new char[product_name_str.size() + 1];
+  snprintf(product_name,
+           product_name_str.size() + 1,
+           "%s",
+           product_name_str.c_str());
+  char* container_id = new char[container_id_str.size() + 1];
+  snprintf(container_id,
+           container_id_str.size() + 1,
+           "%s",
+           container_id_str.c_str());
+
+  aipe_auth_request request;
+  request.product_name = product_name;
+  request.container_id = container_id;
+  request.request_ts = (int64_t)time(NULL);
+
+  LOG(INFO) << "\nEasypack info"
+            << "\nproduct name: " << request.product_name
+            << "\ncontainer_id: " << request.container_id
+            << "\nrequest time stamp: " << request.request_ts;
+
+  aipe_auth_response response;
+  response = check_auth(request);
+
+  if (response.result == 0) {
+    LOG(INFO) << "Authentication succeed.";
+  } else {
+    LOG(ERROR) << "Authentication failed. Error code: " << response.result;
+    return -1;
+  }
+#endif
+
   if (FLAGS_enable_model_toolkit) {
     int err = 0;
     std::string model_toolkit_path = resource_conf.model_toolkit_path();

core/predictor/framework/service_manager.h

@@ -23,17 +23,24 @@ namespace predictor {
 
 #define REGIST_FORMAT_SERVICE(svr_name, svr)                                 \
   do {                                                                       \
+    char err_str[ERROR_STRING_LEN];                                          \
     int ret =                                                                \
         ::baidu::paddle_serving::predictor::FormatServiceManager::instance() \
             .regist_service(svr_name, svr);                                  \
     if (ret != 0) {                                                          \
-      RAW_LOG_ERROR("Failed regist service[%s][%s]",                         \
-                    svr_name.c_str(),                                        \
-                    typeid(svr).name());                                     \
+      snprintf(err_str,                                                      \
+               ERROR_STRING_LEN - 1,                                         \
+               "Failed regist service[%s][%s]",                              \
+               svr_name.c_str(),                                             \
+               typeid(svr).name());                                          \
+      RAW_LOG(ERROR, err_str);                                               \
     } else {                                                                 \
-      RAW_LOG_INFO("Success regist service[%s][%s]",                         \
-                   svr_name.c_str(),                                         \
-                   typeid(svr).name());                                      \
+      snprintf(err_str,                                                      \
+               ERROR_STRING_LEN - 1,                                         \
+               "Success regist service[%s][%s]",                             \
+               svr_name.c_str(),                                             \
+               typeid(svr).name());                                          \
+      RAW_LOG(INFO, err_str);                                                \
     }                                                                        \
   } while (0)
 
@@ -42,31 +49,46 @@ class FormatServiceManager {
   typedef google::protobuf::Service Service;
 
   int regist_service(const std::string& svr_name, Service* svr) {
+    char err_str[ERROR_STRING_LEN];
     if (_service_map.find(svr_name) != _service_map.end()) {
-      RAW_LOG_ERROR("Service[%s][%s] already exist!",
-                    svr_name.c_str(),
-                    typeid(svr).name());
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Service[%s][%s] already exist!",
+               svr_name.c_str(),
+               typeid(svr).name());
+      RAW_LOG(ERROR, err_str);
       return -1;
     }
 
     std::pair<boost::unordered_map<std::string, Service*>::iterator, bool> ret;
     ret = _service_map.insert(std::make_pair(svr_name, svr));
     if (ret.second == false) {
-      RAW_LOG_ERROR("Service[%s][%s] insert failed!",
-                    svr_name.c_str(),
-                    typeid(svr).name());
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Service[%s][%s] insert failed!",
+               svr_name.c_str(),
+               typeid(svr).name());
+      RAW_LOG(ERROR, err_str);
       return -1;
     }
 
-    RAW_LOG_INFO("Service[%s] insert successfully!", svr_name.c_str());
+    snprintf(err_str,
+             ERROR_STRING_LEN - 1,
+             "Service[%s] insert successfully!",
+             svr_name.c_str());
+    RAW_LOG(INFO, err_str);
     return 0;
   }
 
   Service* get_service(const std::string& svr_name) {
+    char err_str[ERROR_STRING_LEN];
     boost::unordered_map<std::string, Service*>::iterator res;
     if ((res = _service_map.find(svr_name)) == _service_map.end()) {
-      RAW_LOG_WARNING("Service[%s] not found in service manager!",
-                      svr_name.c_str());
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Service[%s] not found in service manager!",
+               svr_name.c_str());
+      RAW_LOG(WARNING, err_str);
       return NULL;
     }
     return (*res).second;

core/predictor/src/pdserving.cpp

@@ -202,8 +202,6 @@ int main(int argc, char** argv) {
   }
   VLOG(2) << "Succ call pthread worker start function";
 
-#ifndef BCLOUD
-
   if (Resource::instance().general_model_initialize(FLAGS_resource_path,
                                                     FLAGS_resource_file) != 0) {
     LOG(ERROR) << "Failed to initialize general model conf: "
@@ -213,6 +211,7 @@ int main(int argc, char** argv) {
 
   VLOG(2) << "Succ initialize general model";
 
+#ifndef BCLOUD
   // FATAL messages are output to stderr
   FLAGS_stderrthreshold = 3;
 #endif

core/sdk-cpp/include/abtest.h

@@ -50,9 +50,9 @@ class WeightedRandomRender : public EndpointRouterBase {
     Factory<WeightedRandomRender, EndpointRouterBase>* factory =
         new (std::nothrow) Factory<WeightedRandomRender, EndpointRouterBase>();
     if (factory == NULL) {
-      RAW_LOG_ERROR(
-          "Failed regist factory: WeightedRandomRender->EndpointRouterBase in "
-          "macro!");
+      RAW_LOG(ERROR,
+              "Failed regist factory: WeightedRandomRender->EndpointRouterBase \
+          in macro!");
       return -1;
     }
 
@@ -62,9 +62,9 @@ class WeightedRandomRender : public EndpointRouterBase {
     // together.
     if (FactoryPool<EndpointRouterBase>::instance().register_factory(
             "WeightedRandomRender", factory) != 0) {
-      RAW_LOG_INFO(
-          "Factory has been registed: "
-          "WeightedRandomRender->EndpointRouterBase.");
+      RAW_LOG(INFO,
+              "Factory has been registed: \
+              WeightedRandomRender->EndpointRouterBase.");
     }
 
     return 0;

core/sdk-cpp/include/factory.h

@@ -18,7 +18,6 @@
 #include <utility>
 #include "core/sdk-cpp/include/common.h"
 #include "core/sdk-cpp/include/stub_impl.h"
-#include "glog/raw_logging.h"
 
 namespace baidu {
 namespace paddle_serving {
@@ -28,12 +27,20 @@ namespace sdk_cpp {
 namespace brpc = baidu::rpc;
 #endif
 
+#define ERROR_STRING_LEN 10240
+
 #define INLINE_REGIST_OBJECT(D, B, E)                                    \
   do {                                                                   \
     Factory<D, B>* factory = new (std::nothrow) Factory<D, B>();         \
     if (factory == NULL ||                                               \
         FactoryPool<B>::instance().register_factory(#D, factory) != 0) { \
-      RAW_LOG_ERROR("Failed regist factory: %s->%s in macro!", #D, #B);  \
+      char err_str[ERROR_STRING_LEN];                                    \
+      snprintf(err_str,                                                  \
+               ERROR_STRING_LEN - 1,                                     \
+               "Failed regist factory: %s->%s in macro!",                \
+               #D,                                                       \
+               #B);                                                      \
+      RAW_LOG(ERROR, err_str);                                           \
       return E;                                                          \
     }                                                                    \
   } while (0)
@@ -43,7 +50,12 @@ namespace brpc = baidu::rpc;
     Factory<D, B>* factory = new (std::nothrow) Factory<D, B>();          \
     if (factory == NULL ||                                                \
         FactoryPool<B>::instance().register_factory(tag, factory) != 0) { \
-      RAW_LOG_ERROR("Failed regist factory: %s in macro!", #D);           \
+      char err_str[ERROR_STRING_LEN];                                     \
+      snprintf(err_str,                                                   \
+               ERROR_STRING_LEN - 1,                                      \
+               "Failed regist factory: %s in macro!",                     \
+               #D);                                                       \
+      RAW_LOG(ERROR, err_str);                                            \
       return -1;                                                          \
     }                                                                     \
     return 0;                                                             \
@@ -66,7 +78,13 @@ namespace brpc = baidu::rpc;
     if (factory == NULL ||                                                     \
         ::baidu::paddle_serving::sdk_cpp::FactoryPool<B>::instance()           \
                 .register_factory(#D, factory) != 0) {                         \
-      RAW_LOG_ERROR("Failed regist factory: %s->%s in macro!", #D, #B);        \
+      char err_str[ERROR_STRING_LEN];                                          \
+      snprintf(err_str,                                                        \
+               ERROR_STRING_LEN - 1,                                           \
+               "Failed regist factory: %s->%s in macro!",                      \
+               #D,                                                             \
+               #B);                                                            \
+      RAW_LOG(ERROR, err_str);                                                 \
       return;                                                                  \
     }                                                                          \
     return;                                                                    \
@@ -80,8 +98,14 @@ namespace brpc = baidu::rpc;
     if (factory == NULL ||                                                     \
         ::baidu::paddle_serving::sdk_cpp::FactoryPool<B>::instance()           \
                 .register_factory(T, factory) != 0) {                          \
-      RAW_LOG_ERROR(                                                           \
-          "Failed regist factory: %s->%s, tag %s in macro!", #D, #B, T);       \
+      char err_str[ERROR_STRING_LEN];                                          \
+      snprintf(err_str,                                                        \
+               ERROR_STRING_LEN - 1,                                           \
+               "Failed regist factory: %s->%s, tag %s in macro!",              \
+               #D,                                                             \
+               #B,                                                             \
+               T);                                                             \
+      RAW_LOG(ERROR, err_str);                                                 \
       return;                                                                  \
     }                                                                          \
     return;                                                                    \
@@ -108,8 +132,13 @@ namespace brpc = baidu::rpc;
         ::baidu::paddle_serving::sdk_cpp::FactoryPool<                     \
             ::baidu::paddle_serving::sdk_cpp::Stub>::instance()            \
                 .register_factory(T, factory) != 0) {                      \
-      RAW_LOG_ERROR(                                                       \
-          "Failed regist factory: %s->Stub, tag: %s in macro!", #D, T);    \
+      char err_str[ERROR_STRING_LEN];                                      \
+      snprintf(err_str,                                                    \
+               ERROR_STRING_LEN - 1,                                       \
+               "Failed regist factory: %s->Stub, tag: %s in macro!",       \
+               #D,                                                         \
+               T);                                                         \
+      RAW_LOG(ERROR, err_str);                                             \
       return;                                                              \
     }                                                                      \
     return;                                                                \
@@ -146,14 +175,24 @@ class FactoryPool {
     typename std::map<std::string, FactoryBase<B>*>::iterator it =
         _pool.find(tag);
     if (it != _pool.end()) {
-      RAW_LOG_ERROR("Insert duplicate with tag: %s", tag.c_str());
+      char err_str[ERROR_STRING_LEN];
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Insert duplicate with tag: %s",
+               tag.c_str());
+      RAW_LOG(ERROR, err_str);
       return -1;
     }
 
     std::pair<typename std::map<std::string, FactoryBase<B>*>::iterator, bool>
         r = _pool.insert(std::make_pair(tag, factory));
     if (!r.second) {
-      RAW_LOG_ERROR("Failed insert new factory with: %s", tag.c_str());
+      char err_str[ERROR_STRING_LEN];
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Failed insert new factory with: %s",
+               tag.c_str());
+      RAW_LOG(ERROR, err_str);
       return -1;
     }
 
@@ -164,9 +203,13 @@ class FactoryPool {
     typename std::map<std::string, FactoryBase<B>*>::iterator it =
         _pool.find(tag);
     if (it == _pool.end() || it->second == NULL) {
-      RAW_LOG_ERROR("Not found factory pool, tag: %s, pool size: %u",
-                    tag.c_str(),
-                    _pool.size());
+      char err_str[ERROR_STRING_LEN];
+      snprintf(err_str,
+               ERROR_STRING_LEN - 1,
+               "Not found factory pool, tag: %s, pool size: %u",
+               tag.c_str(),
+               _pool.size());
+      RAW_LOG(ERROR, err_str);
       return NULL;
     }
 

doc/COMPILE.md

@@ -4,26 +4,25 @@
 
 ## Compilation environment requirements
 
-|            module            |                           version                            |
-| :--------------------------: | :----------------------------------------------------------: |
-|              OS              |                           CentOS 7                           |
-|             gcc              |                       4.8.5 and later                        |
-|           gcc-c++            |                       4.8.5 and later                        |
-|             git              |                        3.82 and later                        |
-|            cmake             |                       3.2.0 and later                        |
-|            Python            |               2.7.2 and later / 3.6 and later                |
-|              Go              |                       1.9.2 and later                        |
-|             git              |                       2.17.1 and later                       |
-|         glibc-static         |                             2.17                             |
-|        openssl-devel         |                            1.0.2k                            |
-|         bzip2-devel          |                       1.0.6 and later                        |
-| python-devel / python3-devel |              2.7.5 and later / 3.6.8 and later               |
-|         sqlite-devel         |                       3.7.17 and later                       |
-|           patchelf           |                        0.9 and later                         |
-|           libXext            |                            1.3.3                             |
-|            libSM             |                            1.2.2                             |
-|          libXrender          |                            0.9.10                            |
-|          python-whl          | numpy>=1.12, <=1.16.4<br/>wheel>=0.34.0, <0.35.0<br/>setuptools>=44.1.0<br/>opencv-python==4.2.0.32<br/>google>=2.0.3<br/>protobuf>=3.12.2<br/>grpcio-tools>=1.28.1<br/>grpcio>=1.28.1<br/>func-timeout>=4.3.5<br/>pyyaml>=1.3.0<br/>sentencepiece==0.1.92<br>flask>=1.1.2<br>ujson>=2.0.3 |
+|            module            |              version              |
+| :--------------------------: | :-------------------------------: |
+|              OS              |             CentOS 7              |
+|             gcc              |          4.8.5 and later          |
+|           gcc-c++            |          4.8.5 and later          |
+|             git              |          3.82 and later           |
+|            cmake             |          3.2.0 and later          |
+|            Python            |  2.7.2 and later / 3.6 and later  |
+|              Go              |          1.9.2 and later          |
+|             git              |         2.17.1 and later          |
+|         glibc-static         |               2.17                |
+|        openssl-devel         |              1.0.2k               |
+|         bzip2-devel          |          1.0.6 and later          |
+| python-devel / python3-devel | 2.7.5 and later / 3.6.8 and later |
+|         sqlite-devel         |         3.7.17 and later          |
+|           patchelf           |           0.9 and later           |
+|           libXext            |               1.3.3               |
+|            libSM             |               1.2.2               |
+|          libXrender          |              0.9.10               |
 
 It is recommended to use Docker for compilation. We have prepared the Paddle Serving compilation environment for you, see [this document](DOCKER_IMAGES.md).
 
@@ -114,7 +113,7 @@ make
 
 ## Install wheel package
 
-Regardless of the client, server or App part, after compiling, install the whl package under `python/dist/`.
+Regardless of the client, server or App part, after compiling, install the whl package in `python/dist/` in the temporary directory(`server-build-cpu`, `server-build-gpu`, `client-build`,`app-build`) of the compilation process.
 
 
 
@@ -124,6 +123,12 @@ When running the python server, it will check the `SERVING_BIN` environment vari
 
 
 
+## Verify
+
+Please use the example under `python/examples` to verify.
+
+
+
 ## CMake Option Description
 
 | Compile Options  |                    Description             | Default |

doc/COMPILE_CN.md

@@ -4,26 +4,25 @@
 
 ## 编译环境设置
 
-|             组件             |                           版本要求                           |
-| :--------------------------: | :----------------------------------------------------------: |
-|              OS              |                           CentOS 7                           |
-|             gcc              |                       4.8.5 and later                        |
-|           gcc-c++            |                       4.8.5 and later                        |
-|             git              |                        3.82 and later                        |
-|            cmake             |                       3.2.0 and later                        |
-|            Python            |               2.7.2 and later / 3.6 and later                |
-|              Go              |                       1.9.2 and later                        |
-|             git              |                       2.17.1 and later                       |
-|         glibc-static         |                             2.17                             |
-|        openssl-devel         |                            1.0.2k                            |
-|         bzip2-devel          |                       1.0.6 and later                        |
-| python-devel / python3-devel |              2.7.5 and later / 3.6.8 and later               |
-|         sqlite-devel         |                       3.7.17 and later                       |
-|           patchelf           |                             0.9                              |
-|           libXext            |                            1.3.3                             |
-|            libSM             |                            1.2.2                             |
-|          libXrender          |                            0.9.10                            |
-|          python-whl          | numpy>=1.12, <=1.16.4<br/>wheel>=0.34.0, <0.35.0<br/>setuptools>=44.1.0<br/>opencv-python==4.2.0.32<br/>google>=2.0.3<br/>protobuf>=3.12.2<br/>grpcio-tools>=1.28.1<br/>grpcio>=1.28.1<br/>func-timeout>=4.3.5<br/>pyyaml>=1.3.0<br/>sentencepiece==0.1.92<br/>flask>=1.1.2<br/>ujson>=2.0.3 |
+|             组件             |             版本要求              |
+| :--------------------------: | :-------------------------------: |
+|              OS              |             CentOS 7              |
+|             gcc              |          4.8.5 and later          |
+|           gcc-c++            |          4.8.5 and later          |
+|             git              |          3.82 and later           |
+|            cmake             |          3.2.0 and later          |
+|            Python            |  2.7.2 and later / 3.6 and later  |
+|              Go              |          1.9.2 and later          |
+|             git              |         2.17.1 and later          |
+|         glibc-static         |               2.17                |
+|        openssl-devel         |              1.0.2k               |
+|         bzip2-devel          |          1.0.6 and later          |
+| python-devel / python3-devel | 2.7.5 and later / 3.6.8 and later |
+|         sqlite-devel         |         3.7.17 and later          |
+|           patchelf           |                0.9                |
+|           libXext            |               1.3.3               |
+|            libSM             |               1.2.2               |
+|          libXrender          |              0.9.10               |
 
 推荐使用Docker编译，我们已经为您准备好了Paddle Serving编译环境，详见[该文档](DOCKER_IMAGES_CN.md)。
 
@@ -114,7 +113,7 @@ make
 
 ## 安装wheel包
 
-无论是Client端，Server端还是App部分，编译完成后，安装`python/dist/`下的whl包即可。
+无论是Client端，Server端还是App部分，编译完成后，安装编译过程临时目录（`server-build-cpu`、`server-build-gpu`、`client-build`、`app-build`）下的`python/dist/` 中的whl包即可。
 
 
 
@@ -124,6 +123,12 @@ make
 
 
 
+## 如何验证
+
+请使用 `python/examples` 下的例子进行验证。
+
+
+
 ## CMake选项说明
 
 |     编译选项     |                    说明                    | 默认 |

java/src/main/proto/multi_lang_general_model_service.proto

@@ -14,6 +14,8 @@
 
 syntax = "proto2";
 
+package baidu.paddle_serving.multi_lang;
+
 option java_multiple_files = true;
 option java_package = "io.paddle.serving.grpc";
 option java_outer_classname = "ServingProto";

paddle_inference/inferencer-fluid-cpu/include/fluid_cpu_engine.h

@@ -23,6 +23,7 @@
 #include "core/configure/inferencer_configure.pb.h"
 #include "core/predictor/framework/infer.h"
 #include "paddle_inference_api.h"  // NOLINT
+//#include "predictor/framework/infer.h"
 
 namespace baidu {
 namespace paddle_serving {

python/paddle_serving_server/__init__.py

@@ -103,8 +103,8 @@ class OpSeqMaker(object):
             elif len(node.dependencies) == 1:
                 if node.dependencies[0].name != self.workflow.nodes[-1].name:
                     raise Exception(
-                        'You must add op in order in OpSeqMaker. The previous op is {}, but the current op is followed by {}.'.
-                        format(node.dependencies[0].name, self.workflow.nodes[
+                        'You must add op in order in OpSeqMaker. The previous op is {}, but the current op is followed by {}.'
+                        .format(node.dependencies[0].name, self.workflow.nodes[
                             -1].name))
         self.workflow.nodes.extend([node])
 
@@ -157,6 +157,8 @@ class Server(object):
         self.cur_path = os.getcwd()
         self.use_local_bin = False
         self.mkl_flag = False
+        self.product_name = None
+        self.container_id = None
         self.model_config_paths = None  # for multi-model in a workflow
 
     def set_max_concurrency(self, concurrency):
@@ -191,6 +193,16 @@ class Server(object):
     def set_ir_optimize(self, flag=False):
         self.ir_optimization = flag
 
+    def set_product_name(self, product_name=None):
+        if product_name == None:
+            raise ValueError("product_name can't be None.")
+        self.product_name = product_name
+
+    def set_container_id(self, container_id):
+        if container_id == None:
+            raise ValueError("container_id can't be None.")
+        self.container_id = container_id
+
     def check_local_bin(self):
         if "SERVING_BIN" in os.environ:
             self.use_local_bin = True
@@ -254,6 +266,10 @@ class Server(object):
             self.resource_conf.model_toolkit_file = self.model_toolkit_fn
             self.resource_conf.general_model_path = workdir
             self.resource_conf.general_model_file = self.general_model_config_fn
+            if self.product_name != None:
+                self.resource_conf.auth_product_name = self.product_name
+            if self.container_id != None:
+                self.resource_conf.auth_container_id = self.container_id
 
     def _write_pb_str(self, filepath, pb_obj):
         with open(filepath, "w") as fout:
@@ -351,8 +367,8 @@ class Server(object):
                 if os.path.exists(tar_name):
                     os.remove(tar_name)
                 raise SystemExit(
-                    'Download failed, please check your network or permission of {}.'.
-                    format(self.module_path))
+                    'Download failed, please check your network or permission of {}.'
+                    .format(self.module_path))
             else:
                 try:
                     print('Decompressing files ..')
@@ -363,8 +379,8 @@ class Server(object):
                     if os.path.exists(exe_path):
                         os.remove(exe_path)
                     raise SystemExit(
-                        'Decompressing failed, please check your permission of {} or disk space left.'.
-                        format(self.module_path))
+                        'Decompressing failed, please check your permission of {} or disk space left.'
+                        .format(self.module_path))
                 finally:
                     os.remove(tar_name)
         #release lock
@@ -541,7 +557,6 @@ class MultiLangServerServiceServicer(multi_lang_general_model_service_pb2_grpc.
         results, tag = ret
         resp.tag = tag
         resp.err_code = 0
-
         if not self.is_multi_model_:
             results = {'general_infer_0': results}
         for model_name, model_result in results.items():

python/paddle_serving_server/serve.py

@@ -58,6 +58,16 @@ def parse_args():  # pylint: disable=doc-string-missing
         default=False,
         action="store_true",
         help="Use Multi-language-service")
+    parser.add_argument(
+        "--product_name",
+        type=str,
+        default=None,
+        help="product_name for authentication")
+    parser.add_argument(
+        "--container_id",
+        type=str,
+        default=None,
+        help="container_id for authentication")
     return parser.parse_args()
 
 
@@ -101,6 +111,10 @@ def start_standard_model():  # pylint: disable=doc-string-missing
     server.use_mkl(use_mkl)
     server.set_max_body_size(max_body_size)
     server.set_port(port)
+    if args.product_name != None:
+        server.set_product_name(args.product_name)
+    if args.container_id != None:
+        server.set_container_id(args.container_id)
 
     server.load_model_config(model)
     server.prepare_server(workdir=workdir, port=port, device=device)

python/paddle_serving_server_gpu/__init__.py

@@ -73,6 +73,16 @@ def serve_args():
         default=False,
         action="store_true",
         help="Use Multi-language-service")
+    parser.add_argument(
+        "--product_name",
+        type=str,
+        default=None,
+        help="product_name for authentication")
+    parser.add_argument(
+        "--container_id",
+        type=str,
+        default=None,
+        help="container_id for authentication")
     return parser.parse_args()
 
 
@@ -141,8 +151,8 @@ class OpSeqMaker(object):
             elif len(node.dependencies) == 1:
                 if node.dependencies[0].name != self.workflow.nodes[-1].name:
                     raise Exception(
-                        'You must add op in order in OpSeqMaker. The previous op is {}, but the current op is followed by {}.'.
-                        format(node.dependencies[0].name, self.workflow.nodes[
+                        'You must add op in order in OpSeqMaker. The previous op is {}, but the current op is followed by {}.'
+                        .format(node.dependencies[0].name, self.workflow.nodes[
                             -1].name))
         self.workflow.nodes.extend([node])
 
@@ -196,6 +206,8 @@ class Server(object):
         self.use_local_bin = False
         self.gpuid = 0
         self.model_config_paths = None  # for multi-model in a workflow
+        self.product_name = None
+        self.container_id = None
 
     def set_max_concurrency(self, concurrency):
         self.max_concurrency = concurrency
@@ -229,6 +241,16 @@ class Server(object):
     def set_ir_optimize(self, flag=False):
         self.ir_optimization = flag
 
+    def set_product_name(self, product_name=None):
+        if product_name == None:
+            raise ValueError("product_name can't be None.")
+        self.product_name = product_name
+
+    def set_container_id(self, container_id):
+        if container_id == None:
+            raise ValueError("container_id can't be None.")
+        self.container_id = container_id
+
     def check_local_bin(self):
         if "SERVING_BIN" in os.environ:
             self.use_local_bin = True
@@ -302,6 +324,10 @@ class Server(object):
             self.resource_conf.model_toolkit_file = self.model_toolkit_fn
             self.resource_conf.general_model_path = workdir
             self.resource_conf.general_model_file = self.general_model_config_fn
+            if self.product_name != None:
+                self.resource_conf.auth_product_name = self.product_name
+            if self.container_id != None:
+                self.resource_conf.auth_container_id = self.container_id
 
     def _write_pb_str(self, filepath, pb_obj):
         with open(filepath, "w") as fout:
@@ -393,8 +419,8 @@ class Server(object):
                 if os.path.exists(tar_name):
                     os.remove(tar_name)
                 raise SystemExit(
-                    'Download failed, please check your network or permission of {}.'.
-                    format(self.module_path))
+                    'Download failed, please check your network or permission of {}.'
+                    .format(self.module_path))
             else:
                 try:
                     print('Decompressing files ..')
@@ -405,8 +431,8 @@ class Server(object):
                     if os.path.exists(exe_path):
                         os.remove(exe_path)
                     raise SystemExit(
-                        'Decompressing failed, please check your permission of {} or disk space left.'.
-                        format(self.module_path))
+                        'Decompressing failed, please check your permission of {} or disk space left.'
+                        .format(self.module_path))
                 finally:
                     os.remove(tar_name)
         #release lock

python/paddle_serving_server_gpu/serve.py

@@ -65,6 +65,11 @@ def start_gpu_card_model(index, gpuid, args):  # pylint: disable=doc-string-miss
     server.set_ir_optimize(ir_optim)
     server.set_max_body_size(max_body_size)
 
+    if args.product_name != None:
+        server.set_product_name(args.product_name)
+    if args.container_id != None:
+        server.set_container_id(args.container_id)
+
     server.load_model_config(model)
     server.prepare_server(workdir=workdir, port=port, device=device)
     if gpuid >= 0:
@@ -83,8 +88,8 @@ def start_multi_card(args):  # pylint: disable=doc-string-missing
             for ids in gpus:
                 if int(ids) >= len(env_gpus):
                     print(
-                        " Max index of gpu_ids out of range, the number of CUDA_VISIBLE_DEVICES is {}.".
-                        format(len(env_gpus)))
+                        " Max index of gpu_ids out of range, the number of CUDA_VISIBLE_DEVICES is {}."
+                        .format(len(env_gpus)))
                     exit(-1)
         else:
             env_gpus = []

python/requirements.txt

 numpy>=1.12, <=1.16.4 ; python_version<"3.5"
+shapely==1.7.0
 wheel>=0.34.0, <0.35.0
 setuptools>=44.1.0
 opencv-python==4.2.0.32

python/setup.py.app.in

@@ -43,7 +43,7 @@ if '${PACK}' == 'ON':
 
 REQUIRED_PACKAGES = [
     'six >= 1.10.0', 'sentencepiece', 'opencv-python<=4.2.0.32', 'pillow',
-    'shapely', 'pyclipper'
+    'shapely<=1.6.1', 'pyclipper'
 ]
 
 packages=['paddle_serving_app',