add so parser (#33969)

* add delta score, scale show

* so parser

* windows

* windows

Author: Thunderbrook

paddle/fluid/framework/data_feed.cc

@@ -31,6 +31,11 @@ USE_INT_STAT(STAT_total_feasign_num_in_mem);
 namespace paddle {
 namespace framework {
 
+DLManager& global_dlmanager_pool() {
+  static DLManager manager;
+  return manager;
+}
+
 void RecordCandidateList::ReSize(size_t length) {
   mutex_.lock();
   capacity_ = length;
@@ -366,6 +371,10 @@ void InMemoryDataFeed<T>::SetParseInsId(bool parse_ins_id) {
 template <typename T>
 void InMemoryDataFeed<T>::LoadIntoMemory() {
 #ifdef _LINUX
+  if (!so_parser_name_.empty()) {
+    LoadIntoMemoryFromSo();
+    return;
+  }
   VLOG(3) << "LoadIntoMemory() begin, thread_id=" << thread_id_;
   std::string filename;
   while (this->PickOneFile(&filename)) {
@@ -408,6 +417,51 @@ void InMemoryDataFeed<T>::LoadIntoMemory() {
 #endif
 }
 
+template <typename T>
+void InMemoryDataFeed<T>::LoadIntoMemoryFromSo() {
+#ifdef _LINUX
+  VLOG(3) << "LoadIntoMemoryFromSo() begin, thread_id=" << thread_id_;
+
+  string::LineFileReader reader;
+  paddle::framework::CustomParser* parser =
+      global_dlmanager_pool().Load(so_parser_name_, slot_conf_);
+
+  std::string filename;
+  while (this->PickOneFile(&filename)) {
+    VLOG(3) << "PickOneFile, filename=" << filename
+            << ", thread_id=" << thread_id_;
+    int err_no = 0;
+    this->fp_ = fs_open_read(filename, &err_no, this->pipe_command_);
+    CHECK(this->fp_ != nullptr);
+    __fsetlocking(&*(this->fp_), FSETLOCKING_BYCALLER);
+
+    paddle::framework::ChannelWriter<T> writer(input_channel_);
+    T instance;
+    platform::Timer timeline;
+    timeline.Start();
+
+    while (1) {
+      if (!reader.getline(&*(fp_.get()))) {
+        break;
+      } else {
+        const char* str = reader.get();
+        ParseOneInstanceFromSo(str, &instance, parser);
+      }
+
+      writer << std::move(instance);
+      instance = T();
+    }
+
+    writer.Flush();
+    timeline.Pause();
+    VLOG(3) << "LoadIntoMemoryFromSo() read all lines, file=" << filename
+            << ", cost time=" << timeline.ElapsedSec()
+            << " seconds, thread_id=" << thread_id_;
+  }
+  VLOG(3) << "LoadIntoMemoryFromSo() end, thread_id=" << thread_id_;
+#endif
+}
+
 // explicit instantiation
 template class InMemoryDataFeed<Record>;
 
@@ -827,16 +881,23 @@ void MultiSlotInMemoryDataFeed::Init(
   inductive_shape_index_.resize(all_slot_num);
   use_slots_.clear();
   use_slots_is_dense_.clear();
+  slot_conf_.resize(all_slot_num);
   for (size_t i = 0; i < all_slot_num; ++i) {
     const auto& slot = multi_slot_desc.slots(i);
     all_slots_[i] = slot.name();
     all_slots_type_[i] = slot.type();
     use_slots_index_[i] = slot.is_used() ? use_slots_.size() : -1;
+
+    slot_conf_[i].name = slot.name();
+    slot_conf_[i].type = slot.type();
+    slot_conf_[i].use_slots_index = use_slots_index_[i];
+
     total_dims_without_inductive_[i] = 1;
     inductive_shape_index_[i] = -1;
     if (slot.is_used()) {
       use_slots_.push_back(all_slots_[i]);
       use_slots_is_dense_.push_back(slot.is_dense());
+      slot_conf_[i].use_slots_is_dense = slot.is_dense();
       std::vector<int> local_shape;
       if (slot.is_dense()) {
         for (int j = 0; j < slot.shape_size(); ++j) {
@@ -869,6 +930,7 @@ void MultiSlotInMemoryDataFeed::Init(
   }
   visit_.resize(all_slot_num, false);
   pipe_command_ = data_feed_desc.pipe_command();
+  so_parser_name_ = data_feed_desc.so_parser_name();
   finish_init_ = true;
   input_type_ = data_feed_desc.input_type();
 }
@@ -887,6 +949,12 @@ void MultiSlotInMemoryDataFeed::GetMsgFromLogKey(const std::string& log_key,
   *rank = (uint32_t)strtoul(rank_str.c_str(), NULL, 16);
 }
 
+void MultiSlotInMemoryDataFeed::ParseOneInstanceFromSo(const char* str,
+                                                       Record* instance,
+                                                       CustomParser* parser) {
+  parser->ParseOneInstance(str, instance);
+}
+
 bool MultiSlotInMemoryDataFeed::ParseOneInstanceFromPipe(Record* instance) {
 #ifdef _LINUX
   thread_local string::LineFileReader reader;

paddle/fluid/framework/data_feed.h

@@ -117,6 +117,94 @@ using PvInstance = PvInstanceObject*;
 
 inline PvInstance make_pv_instance() { return new PvInstanceObject(); }
 
+struct SlotConf {
+  std::string name;
+  std::string type;
+  int use_slots_index;
+  int use_slots_is_dense;
+};
+
+class CustomParser {
+ public:
+  CustomParser() {}
+  virtual ~CustomParser() {}
+  virtual void Init(const std::vector<SlotConf>& slots) = 0;
+  virtual void ParseOneInstance(const char* str, Record* instance) = 0;
+};
+
+typedef paddle::framework::CustomParser* (*CreateParserObjectFunc)();
+
+class DLManager {
+  struct DLHandle {
+    void* module;
+    paddle::framework::CustomParser* parser;
+  };
+
+ public:
+  DLManager() {}
+
+  ~DLManager() {
+#ifdef _LINUX
+    std::lock_guard<std::mutex> lock(mutex_);
+    for (auto it = handle_map_.begin(); it != handle_map_.end(); ++it) {
+      delete it->second.parser;
+      dlclose(it->second.module);
+    }
+#endif
+  }
+
+  bool Close(const std::string& name) {
+#ifdef _LINUX
+    auto it = handle_map_.find(name);
+    if (it == handle_map_.end()) {
+      return true;
+    }
+    delete it->second.parser;
+    dlclose(it->second.module);
+#endif
+    VLOG(0) << "Not implement in windows";
+    return false;
+  }
+
+  paddle::framework::CustomParser* Load(const std::string& name,
+                                        std::vector<SlotConf>& conf) {
+#ifdef _LINUX
+    std::lock_guard<std::mutex> lock(mutex_);
+    DLHandle handle;
+    std::map<std::string, DLHandle>::iterator it = handle_map_.find(name);
+    if (it != handle_map_.end()) {
+      return it->second.parser;
+    }
+
+    handle.module = dlopen(name.c_str(), RTLD_NOW);
+    if (handle.module == nullptr) {
+      VLOG(0) << "Create so of " << name << " fail";
+      return nullptr;
+    }
+
+    CreateParserObjectFunc create_parser_func =
+        (CreateParserObjectFunc)dlsym(handle.module, "CreateParserObject");
+    handle.parser = create_parser_func();
+    handle.parser->Init(conf);
+    handle_map_.insert({name, handle});
+
+    return handle.parser;
+#endif
+    VLOG(0) << "Not implement in windows";
+    return nullptr;
+  }
+
+  paddle::framework::CustomParser* ReLoad(const std::string& name,
+                                          std::vector<SlotConf>& conf) {
+    Close(name);
+    return Load(name, conf);
+  }
+
+ private:
+  std::mutex mutex_;
+  std::map<std::string, DLHandle> handle_map_;
+};
+
 class DataFeed {
  public:
   DataFeed() {
@@ -252,6 +340,8 @@ class DataFeed {
   bool finish_set_filelist_;
   bool finish_start_;
   std::string pipe_command_;
+  std::string so_parser_name_;
+  std::vector<SlotConf> slot_conf_;
   std::vector<std::string> ins_id_vec_;
   std::vector<std::string> ins_content_vec_;
   platform::Place place_;
@@ -324,10 +414,13 @@ class InMemoryDataFeed : public DataFeed {
   virtual void SetEnablePvMerge(bool enable_pv_merge);
   virtual void SetCurrentPhase(int current_phase);
   virtual void LoadIntoMemory();
+  virtual void LoadIntoMemoryFromSo();
 
  protected:
   virtual bool ParseOneInstance(T* instance) = 0;
   virtual bool ParseOneInstanceFromPipe(T* instance) = 0;
+  virtual void ParseOneInstanceFromSo(const char* str, T* instance,
+                                      CustomParser* parser) {}
   virtual void PutToFeedVec(const std::vector<T>& ins_vec) = 0;
 
   int thread_id_;
@@ -688,6 +781,8 @@ class MultiSlotInMemoryDataFeed : public InMemoryDataFeed<Record> {
  protected:
   virtual bool ParseOneInstance(Record* instance);
   virtual bool ParseOneInstanceFromPipe(Record* instance);
+  virtual void ParseOneInstanceFromSo(const char* str, Record* instance,
+                                      CustomParser* parser);
   virtual void PutToFeedVec(const std::vector<Record>& ins_vec);
   virtual void GetMsgFromLogKey(const std::string& log_key, uint64_t* search_id,
                                 uint32_t* cmatch, uint32_t* rank);

paddle/fluid/framework/data_feed.proto

@@ -33,4 +33,5 @@ message DataFeedDesc {
   optional string rank_offset = 6;
   optional int32 pv_batch_size = 7 [ default = 32 ];
   optional int32 input_type = 8 [ default = 0 ];
+  optional string so_parser_name = 9;
 }

python/paddle/fluid/dataset.py

@@ -95,6 +95,23 @@ def set_pipe_command(self, pipe_command):
         """
         self.proto_desc.pipe_command = pipe_command
 
+    def set_so_parser_name(self, so_parser_name):
+        """
+        Set so parser name of current dataset
+
+        Examples:
+            .. code-block:: python
+
+              import paddle.fluid as fluid
+              dataset = fluid.DatasetFactory().create_dataset()
+              dataset.set_so_parser_name("./abc.so")
+
+        Args:
+            pipe_command(str): pipe command
+
+        """
+        self.proto_desc.so_parser_name = so_parser_name
+
     def set_rank_offset(self, rank_offset):
         """
         Set rank_offset for merge_pv. It set the message of Pv.