anonymous_namespace{NativeCodegen.cpp} Namespace Reference

Functions
void	eliminate_dead_self_recursive_funcs (llvm::Module &M, const std::unordered_set< llvm::Function *> &live_funcs)
void	optimize_ir (llvm::Function *query_func, llvm::Module *module, const std::unordered_set< llvm::Function *> &live_funcs, const CompilationOptions &co)
std::string	cpp_to_llvm_name (const std::string &s)
std::string	gen_array_any_all_sigs ()
std::string	gen_translate_null_key_sigs ()
void	bind_pos_placeholders (const std::string &pos_fn_name, const bool use_resume_param, llvm::Function *query_func, llvm::Module *module)
void	set_row_func_argnames (llvm::Function *row_func, const size_t in_col_count, const size_t agg_col_count, const bool hoist_literals)
std::pair< llvm::Function *, std::vector< llvm::Value * > >	create_row_function (const size_t in_col_count, const size_t agg_col_count, const bool hoist_literals, llvm::Function *query_func, llvm::Module *module, llvm::LLVMContext &context)
void	bind_query (llvm::Function *query_func, const std::string &query_fname, llvm::Function *multifrag_query_func, llvm::Module *module)
std::vector< std::string >	get_agg_fnames (const std::vector< Analyzer::Expr *> &target_exprs, const bool is_group_by)
template<typename InstType >
llvm::Value *	find_variable_in_basic_block (llvm::Function *func, std::string bb_name, std::string variable_name)

Variables
const std::string	cuda_rt_decls

Function Documentation

bind_pos_placeholders()

void anonymous_namespace{NativeCodegen.cpp}::bind_pos_placeholders	(	const std::string &	pos_fn_name,
		const bool	use_resume_param,
		llvm::Function *	query_func,
		llvm::Module *	module
	)

Definition at line 944 of file NativeCodegen.cpp.

References get_arg_by_name().

Referenced by Executor::compileWorkUnit().

                                               {
  for (auto it = llvm::inst_begin(query_func), e = llvm::inst_end(query_func); it != e;
       ++it) {
    if (!llvm::isa<llvm::CallInst>(*it)) {
      continue;
    }
    auto& pos_call = llvm::cast<llvm::CallInst>(*it);
    if (std::string(pos_call.getCalledFunction()->getName()) == pos_fn_name) {
      if (use_resume_param) {
        const auto error_code_arg = get_arg_by_name(query_func, "error_code");
        llvm::ReplaceInstWithInst(
            &pos_call,
            llvm::CallInst::Create(module->getFunction(pos_fn_name + "_impl"),
                                   error_code_arg));
      } else {
        llvm::ReplaceInstWithInst(
            &pos_call,
            llvm::CallInst::Create(module->getFunction(pos_fn_name + "_impl")));
      }
      break;
    }
  }
}

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bind_query()

void anonymous_namespace{NativeCodegen.cpp}::bind_query	(	llvm::Function *	query_func,
		const std::string &	query_fname,
		llvm::Function *	multifrag_query_func,
		llvm::Module *	module
	)

Definition at line 1094 of file NativeCodegen.cpp.

References run_benchmark_import::args.

Referenced by Executor::compileWorkUnit().

                                    {
  std::vector<llvm::CallInst*> query_stubs;
  for (auto it = llvm::inst_begin(multifrag_query_func),
            e = llvm::inst_end(multifrag_query_func);
       it != e;
       ++it) {
    if (!llvm::isa<llvm::CallInst>(*it)) {
      continue;
    }
    auto& query_call = llvm::cast<llvm::CallInst>(*it);
    if (std::string(query_call.getCalledFunction()->getName()) == query_fname) {
      query_stubs.push_back(&query_call);
    }
  }
  for (auto& S : query_stubs) {
    std::vector<llvm::Value*> args;
    for (size_t i = 0; i < S->getNumArgOperands(); ++i) {
      args.push_back(S->getArgOperand(i));
    }
    llvm::ReplaceInstWithInst(S, llvm::CallInst::Create(query_func, args, ""));
  }
}

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cpp_to_llvm_name()

std::string anonymous_namespace{NativeCodegen.cpp}::cpp_to_llvm_name

(

const std::string &

s

)

Definition at line 335 of file NativeCodegen.cpp.

References CHECK.

Referenced by gen_array_any_all_sigs(), and gen_translate_null_key_sigs().

                                               {
  if (s == "int8_t") {
    return "i8";
  }
  if (s == "int16_t") {
    return "i16";
  }
  if (s == "int32_t") {
    return "i32";
  }
  if (s == "int64_t") {
    return "i64";
  }
  CHECK(s == "float" || s == "double");
  return s;
}

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create_row_function()

std::pair<llvm::Function*, std::vector<llvm::Value*> > anonymous_namespace{NativeCodegen.cpp}::create_row_function	(	const size_t	in_col_count,
		const size_t	agg_col_count,
		const bool	hoist_literals,
		llvm::Function *	query_func,
		llvm::Module *	module,
		llvm::LLVMContext &	context
	)

Definition at line 1020 of file NativeCodegen.cpp.

References agg_col_count, CHECK_EQ, generate_column_heads_load(), get_int_type(), and set_row_func_argnames().

Referenced by Executor::compileWorkUnit().

                              {
  std::vector<llvm::Type*> row_process_arg_types;

  if (agg_col_count) {
    // output (aggregate) arguments
    for (size_t i = 0; i < agg_col_count; ++i) {
      row_process_arg_types.push_back(llvm::Type::getInt64PtrTy(context));
    }
  } else {
    // group by buffer
    row_process_arg_types.push_back(llvm::Type::getInt64PtrTy(context));
    // current match count
    row_process_arg_types.push_back(llvm::Type::getInt32PtrTy(context));
    // total match count passed from the caller
    row_process_arg_types.push_back(llvm::Type::getInt32PtrTy(context));
    // old total match count returned to the caller
    row_process_arg_types.push_back(llvm::Type::getInt32PtrTy(context));
    // max matched (total number of slots in the output buffer)
    row_process_arg_types.push_back(llvm::Type::getInt32PtrTy(context));
  }

  // aggregate init values
  row_process_arg_types.push_back(llvm::Type::getInt64PtrTy(context));

  // position argument
  row_process_arg_types.push_back(llvm::Type::getInt64Ty(context));

  // fragment row offset argument
  row_process_arg_types.push_back(llvm::Type::getInt64PtrTy(context));

  // number of rows for each scan
  row_process_arg_types.push_back(llvm::Type::getInt64PtrTy(context));

  // literals buffer argument
  if (hoist_literals) {
    row_process_arg_types.push_back(llvm::Type::getInt8PtrTy(context));
  }

  // Generate the function signature and column head fetches s.t.
  // double indirection isn't needed in the inner loop
  auto& fetch_bb = query_func->front();
  llvm::IRBuilder<> fetch_ir_builder(&fetch_bb);
  fetch_ir_builder.SetInsertPoint(&*fetch_bb.begin());
  auto col_heads = generate_column_heads_load(
      in_col_count, query_func->args().begin(), fetch_ir_builder, context);
  CHECK_EQ(in_col_count, col_heads.size());

  // column buffer arguments
  for (size_t i = 0; i < in_col_count; ++i) {
    row_process_arg_types.emplace_back(llvm::Type::getInt8PtrTy(context));
  }

  // join hash table argument
  row_process_arg_types.push_back(llvm::Type::getInt64PtrTy(context));

  // generate the function
  auto ft =
      llvm::FunctionType::get(get_int_type(32, context), row_process_arg_types, false);

  auto row_func =
      llvm::Function::Create(ft, llvm::Function::ExternalLinkage, "row_func", module);

  // set the row function argument names; for debugging purposes only
  set_row_func_argnames(row_func, in_col_count, agg_col_count, hoist_literals);

  return std::make_pair(row_func, col_heads);
}

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eliminate_dead_self_recursive_funcs()

void anonymous_namespace{NativeCodegen.cpp}::eliminate_dead_self_recursive_funcs	(	llvm::Module &	M,
		const std::unordered_set< llvm::Function *> &	live_funcs
	)

Definition at line 75 of file NativeCodegen.cpp.

Referenced by optimize_ir().

                                                       {
  std::vector<llvm::Function*> dead_funcs;
  for (auto& F : M) {
    bool bAlive = false;
    if (live_funcs.count(&F)) {
      continue;
    }
    for (auto U : F.users()) {
      auto* C = llvm::dyn_cast<const llvm::CallInst>(U);
      if (!C || C->getParent()->getParent() != &F) {
        bAlive = true;
        break;
      }
    }
    if (!bAlive) {
      dead_funcs.push_back(&F);
    }
  }
  for (auto pFn : dead_funcs) {
    pFn->eraseFromParent();
  }
}

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find_variable_in_basic_block()

template<typename InstType >

llvm::Value* anonymous_namespace{NativeCodegen.cpp}::find_variable_in_basic_block	(	llvm::Function *	func,
		std::string	bb_name,
		std::string	variable_name
	)

Definition at line 1321 of file NativeCodegen.cpp.

References run_benchmark_import::result.

                                                                   {
  llvm::Value* result = nullptr;
  if (func == nullptr || variable_name.empty()) {
    return result;
  }
  bool is_found = false;
  for (auto bb_it = func->begin(); bb_it != func->end() && !is_found; ++bb_it) {
    if (!bb_name.empty() && bb_it->getName() != bb_name) {
      continue;
    }
    for (auto inst_it = bb_it->begin(); inst_it != bb_it->end(); inst_it++) {
      if (llvm::isa<InstType>(*inst_it)) {
        if (inst_it->getName() == variable_name) {
          result = &*inst_it;
          is_found = true;
          break;
        }
      }
    }
  }
  return result;
}

gen_array_any_all_sigs()

std::string anonymous_namespace{NativeCodegen.cpp}::gen_array_any_all_sigs

(

)

Definition at line 352 of file NativeCodegen.cpp.

References cpp_to_llvm_name(), and run_benchmark_import::result.

                                   {
  std::string result;
  for (const std::string any_or_all : {"any", "all"}) {
    for (const std::string elem_type :
         {"int8_t", "int16_t", "int32_t", "int64_t", "float", "double"}) {
      for (const std::string needle_type :
           {"int8_t", "int16_t", "int32_t", "int64_t", "float", "double"}) {
        for (const std::string op_name : {"eq", "ne", "lt", "le", "gt", "ge"}) {
          result += ("declare i1 @array_" + any_or_all + "_" + op_name + "_" + elem_type +
                     "_" + needle_type + "(i8*, i64, " + cpp_to_llvm_name(needle_type) +
                     ", " + cpp_to_llvm_name(elem_type) + ");\n");
        }
      }
    }
  }
  return result;
}

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gen_translate_null_key_sigs()

std::string anonymous_namespace{NativeCodegen.cpp}::gen_translate_null_key_sigs

(

)

Definition at line 370 of file NativeCodegen.cpp.

References cpp_to_llvm_name(), and run_benchmark_import::result.

                                        {
  std::string result;
  for (const std::string key_type : {"int8_t", "int16_t", "int32_t", "int64_t"}) {
    const auto key_llvm_type = cpp_to_llvm_name(key_type);
    result += "declare i64 @translate_null_key_" + key_type + "(" + key_llvm_type + ", " +
              key_llvm_type + ", i64);\n";
  }
  return result;
}

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get_agg_fnames()

std::vector<std::string> anonymous_namespace{NativeCodegen.cpp}::get_agg_fnames	(	const std::vector< Analyzer::Expr *> &	target_exprs,
		const bool	is_group_by
	)

Definition at line 1120 of file NativeCodegen.cpp.

References CHECK, g_rt_module, Analyzer::AggExpr::get_aggtype(), getGlobalLLVMContext(), kAPPROX_COUNT_DISTINCT, kAVG, kCOUNT, kENCODING_NONE, kMAX, kMIN, kSAMPLE, kSINGLE_VALUE, kSUM, read_template_module(), and run_benchmark_import::result.

Referenced by Executor::compileWorkUnit().

                                                                {
  std::vector<std::string> result;
  for (size_t target_idx = 0, agg_col_idx = 0; target_idx < target_exprs.size();
       ++target_idx, ++agg_col_idx) {
    const auto target_expr = target_exprs[target_idx];
    CHECK(target_expr);
    const auto target_type_info = target_expr->get_type_info();
    const auto agg_expr = dynamic_cast<Analyzer::AggExpr*>(target_expr);
    const bool is_varlen =
        (target_type_info.is_string() &&
         target_type_info.get_compression() == kENCODING_NONE) ||
        target_type_info.is_array();  // TODO: should it use is_varlen_array() ?
    if (!agg_expr || agg_expr->get_aggtype() == kSAMPLE) {
      result.emplace_back(target_type_info.is_fp() ? "agg_id_double" : "agg_id");
      if (is_varlen) {
        result.emplace_back("agg_id");
      }
      if (target_type_info.is_geometry()) {
        result.emplace_back("agg_id");
        for (auto i = 2; i < 2 * target_type_info.get_physical_coord_cols(); ++i) {
          result.emplace_back("agg_id");
        }
      }
      continue;
    }
    const auto agg_type = agg_expr->get_aggtype();
    const auto& agg_type_info =
        agg_type != kCOUNT ? agg_expr->get_arg()->get_type_info() : target_type_info;
    switch (agg_type) {
      case kAVG: {
        if (!agg_type_info.is_integer() && !agg_type_info.is_decimal() &&
            !agg_type_info.is_fp()) {
          throw std::runtime_error("AVG is only valid on integer and floating point");
        }
        result.emplace_back((agg_type_info.is_integer() || agg_type_info.is_time())
                                ? "agg_sum"
                                : "agg_sum_double");
        result.emplace_back((agg_type_info.is_integer() || agg_type_info.is_time())
                                ? "agg_count"
                                : "agg_count_double");
        break;
      }
      case kMIN: {
        if (agg_type_info.is_string() || agg_type_info.is_array() ||
            agg_type_info.is_geometry()) {
          throw std::runtime_error(
              "MIN on strings, arrays or geospatial types not supported yet");
        }
        result.emplace_back((agg_type_info.is_integer() || agg_type_info.is_time())
                                ? "agg_min"
                                : "agg_min_double");
        break;
      }
      case kMAX: {
        if (agg_type_info.is_string() || agg_type_info.is_array() ||
            agg_type_info.is_geometry()) {
          throw std::runtime_error(
              "MAX on strings, arrays or geospatial types not supported yet");
        }
        result.emplace_back((agg_type_info.is_integer() || agg_type_info.is_time())
                                ? "agg_max"
                                : "agg_max_double");
        break;
      }
      case kSUM: {
        if (!agg_type_info.is_integer() && !agg_type_info.is_decimal() &&
            !agg_type_info.is_fp()) {
          throw std::runtime_error("SUM is only valid on integer and floating point");
        }
        result.emplace_back((agg_type_info.is_integer() || agg_type_info.is_time())
                                ? "agg_sum"
                                : "agg_sum_double");
        break;
      }
      case kCOUNT:
        result.emplace_back(agg_expr->get_is_distinct() ? "agg_count_distinct"
                                                        : "agg_count");
        break;
      case kSINGLE_VALUE: {
        result.emplace_back(agg_type_info.is_fp() ? "agg_id_double" : "agg_id");
        break;
      }
      case kSAMPLE: {
        // Note that varlen SAMPLE arguments are handled separately above
        result.emplace_back(agg_type_info.is_fp() ? "agg_id_double" : "agg_id");
        break;
      }
      case kAPPROX_COUNT_DISTINCT:
        result.emplace_back("agg_approximate_count_distinct");
        break;
      default:
        CHECK(false);
    }
  }
  return result;
}

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optimize_ir()

void anonymous_namespace{NativeCodegen.cpp}::optimize_ir	(	llvm::Function *	query_func,
		llvm::Module *	module,
		const std::unordered_set< llvm::Function *> &	live_funcs,
		const CompilationOptions &	co
	)

Definition at line 100 of file NativeCodegen.cpp.

References eliminate_dead_self_recursive_funcs(), LoopStrengthReduction, and CompilationOptions::opt_level_.

Referenced by Executor::compileWorkUnit(), CodeGenerator::generateNativeCPUCode(), and CodeGenerator::generateNativeGPUCode().

                                               {
  llvm::legacy::PassManager pass_manager;

  pass_manager.add(llvm::createAlwaysInlinerLegacyPass());
  pass_manager.add(llvm::createPromoteMemoryToRegisterPass());
#if LLVM_VERSION_MAJOR >= 7
  pass_manager.add(llvm::createInstSimplifyLegacyPass());
#else
  pass_manager.add(llvm::createInstructionSimplifierPass());
#endif
  pass_manager.add(llvm::createInstructionCombiningPass());
  pass_manager.add(llvm::createGlobalOptimizerPass());

  pass_manager.add(llvm::createLICMPass());
  if (co.opt_level_ == ExecutorOptLevel::LoopStrengthReduction) {
    pass_manager.add(llvm::createLoopStrengthReducePass());
  }
  pass_manager.run(*module);

  eliminate_dead_self_recursive_funcs(*module, live_funcs);
}

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set_row_func_argnames()

void anonymous_namespace{NativeCodegen.cpp}::set_row_func_argnames	(	llvm::Function *	row_func,
		const size_t	in_col_count,
		const size_t	agg_col_count,
		const bool	hoist_literals
	)

Definition at line 971 of file NativeCodegen.cpp.

References agg_col_count, and to_string().

Referenced by create_row_function().

                                                      {
  auto arg_it = row_func->arg_begin();

  if (agg_col_count) {
    for (size_t i = 0; i < agg_col_count; ++i) {
      arg_it->setName("out");
      ++arg_it;
    }
  } else {
    arg_it->setName("group_by_buff");
    ++arg_it;
    arg_it->setName("crt_matched");
    ++arg_it;
    arg_it->setName("total_matched");
    ++arg_it;
    arg_it->setName("old_total_matched");
    ++arg_it;
    arg_it->setName("max_matched");
    ++arg_it;
  }

  arg_it->setName("agg_init_val");
  ++arg_it;

  arg_it->setName("pos");
  ++arg_it;

  arg_it->setName("frag_row_off");
  ++arg_it;

  arg_it->setName("num_rows_per_scan");
  ++arg_it;

  if (hoist_literals) {
    arg_it->setName("literals");
    ++arg_it;
  }

  for (size_t i = 0; i < in_col_count; ++i) {
    arg_it->setName("col_buf" + std::to_string(i));
    ++arg_it;
  }

  arg_it->setName("join_hash_tables");
}

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Variable Documentation

cuda_rt_decls

const std::string anonymous_namespace{NativeCodegen.cpp}::cuda_rt_decls

Definition at line 380 of file NativeCodegen.cpp.