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// Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include <list>
#include <ostream>
#include <string>
#include <unordered_map>
#include "paddle/fluid/framework/op_proto_maker.h"
#include "paddle/pir/include/core/block.h"
#include "paddle/pir/include/core/builtin_attribute.h"
#include "paddle/pir/include/core/builtin_type.h"
#include "paddle/pir/include/core/dialect.h"
#include "paddle/pir/include/core/ir_printer.h"
#include "paddle/pir/include/core/operation.h"
#include "paddle/pir/include/core/program.h"
#include "paddle/pir/include/core/utils.h"
#include "paddle/pir/include/core/value.h"
namespace pir {
namespace {
constexpr char newline[] = "\n"; // NOLINT
constexpr size_t indent_size = 4;
} // namespace
void BasicIrPrinter::PrintType(Type type) {
if (!type) {
os << "<<NULL TYPE>>";
return;
}
if (type.isa<BFloat16Type>()) {
os << "bf16";
} else if (type.isa<Float16Type>()) {
os << "f16";
} else if (type.isa<Float32Type>()) {
os << "f32";
} else if (type.isa<Float64Type>()) {
os << "f64";
} else if (type.isa<BoolType>()) {
os << "b";
} else if (type.isa<Int8Type>()) {
os << "i8";
} else if (type.isa<UInt8Type>()) {
os << "u8";
} else if (type.isa<Int16Type>()) {
os << "i16";
} else if (type.isa<Int32Type>()) {
os << "i32";
} else if (type.isa<Int64Type>()) {
os << "i64";
} else if (type.isa<IndexType>()) {
os << "index";
} else if (type.isa<Complex64Type>()) {
os << "c64";
} else if (type.isa<Complex128Type>()) {
os << "c128";
} else if (type.isa<VectorType>()) {
os << "vec[";
auto inner_types = type.dyn_cast<VectorType>().data();
pir::detail::PrintInterleave(
inner_types.begin(),
inner_types.end(),
[this](Type v) { this->PrintType(v); },
[this]() { this->os << ","; });
os << "]";
} else {
auto& dialect = type.dialect();
dialect.PrintType(type, os);
}
}
void BasicIrPrinter::PrintAttribute(Attribute attr) {
if (!attr) {
os << "<#AttrNull>";
return;
}
if (auto t = attr.dyn_cast<TensorNameAttribute>()) {
std::string t_val = t.data();
std::string replacement = "\\\"";
std::string search = "\"";
size_t found = t_val.find(search);
while (found != std::string::npos) {
t_val.replace(found, search.length(), replacement);
found = t_val.find(search, found + replacement.length());
}
os << "\"" << t_val << "\"";
} else if (auto s = attr.dyn_cast<StrAttribute>()) {
std::string s_val = s.AsString();
std::string replacement = "\\\"";
std::string search = "\"";
size_t found = s_val.find(search);
while (found != std::string::npos) {
s_val.replace(found, search.length(), replacement);
found = s_val.find(search, found + replacement.length());
}
os << "\"" << s_val << "\"";
} else if (auto b = attr.dyn_cast<BoolAttribute>()) {
if (b.data()) {
os << "true";
} else {
os << "false";
}
} else if (auto f = attr.dyn_cast<FloatAttribute>()) {
os << "(Float)" << f.data();
} else if (auto d = attr.dyn_cast<DoubleAttribute>()) {
os << "(Double)" << d.data();
} else if (auto i = attr.dyn_cast<Int32Attribute>()) {
os << "(Int32)" << i.data();
} else if (auto i = attr.dyn_cast<Int64Attribute>()) {
os << "(Int64)" << i.data();
} else if (auto i = attr.dyn_cast<IndexAttribute>()) {
os << "(Index)" << i.data();
} else if (auto p = attr.dyn_cast<PointerAttribute>()) {
os << "(Pointer)" << p.data();
} else if (auto p = attr.dyn_cast<Complex64Attribute>()) {
os << "(Complex64)" << p.data();
} else if (auto p = attr.dyn_cast<Complex128Attribute>()) {
os << "(Complex128)" << p.data();
} else if (auto arr = attr.dyn_cast<ArrayAttribute>()) {
const auto& vec = arr.AsVector();
os << "[";
pir::detail::PrintInterleave(
vec.begin(),
vec.end(),
[this](Attribute v) { this->PrintAttribute(v); },
[this]() { this->os << ","; });
os << "]";
} else if (auto type = attr.dyn_cast<TypeAttribute>()) {
os << type.data();
} else {
auto& dialect = attr.dialect();
dialect.PrintAttribute(attr, os);
}
}
void IrPrinter::AddIndentation() {
cur_indentation_ += std::string(indent_size, ' ');
}
void IrPrinter::DecreaseIndentation() {
cur_indentation_.resize(cur_indentation_.size() - indent_size);
}
void IrPrinter::PrintProgram(const Program* program) {
auto top_level_op = program->module_op();
for (size_t i = 0; i < top_level_op->num_regions(); ++i) {
auto& region = top_level_op->region(i);
PrintRegion(region);
}
}
void IrPrinter::PrintOperation(Operation* op) {
os << indentation();
if (auto* dialect = op->dialect()) {
if (auto print_fn = dialect->PrintOperation(op)) {
print_fn(op, *this);
return;
}
}
PrintGeneralOperation(op);
}
void IrPrinter::PrintOperationWithNoRegion(Operation* op) {
// TODO(lyk): add API to get opresults directly
PrintOpResult(op);
os << " =";
os << " \"" << op->name() << "\"";
// TODO(lyk): add API to get operands directly
PrintOpOperands(op);
PrintAttributeMap(op);
os << " :";
// PrintOpSignature
PrintOperandsType(op);
os << " -> ";
// TODO(lyk): add API to get opresults directly
PrintOpReturnType(op);
}
void IrPrinter::PrintGeneralOperation(Operation* op) {
PrintOperationWithNoRegion(op);
if (op->num_regions() > 0) {
os << newline;
}
for (size_t i = 0; i < op->num_regions(); ++i) {
auto& region = op->region(i);
PrintRegion(region);
}
}
void IrPrinter::PrintRegion(const Region& region) {
for (auto& block : region) {
PrintBlock(block);
}
}
void IrPrinter::PrintBlock(const Block& block) {
os << indentation() << "{\n";
AddIndentation();
if (!block.kwargs_empty()) {
os << indentation() << "^kw:";
auto cur = block.kwargs_begin(), end = block.kwargs_end();
PrintValue(cur->second);
while (++cur != end) {
os << ", ";
PrintValue(cur->second);
}
os << "\n";
}
for (auto& item : block) {
PrintOperation(&item);
os << "\n";
}
DecreaseIndentation();
os << indentation() << "}\n";
}
void IrPrinter::PrintValue(Value v) {
if (!v) {
os << "<<NULL VALUE>>";
return;
}
const void* key = v.impl();
auto ret = aliases_.find(key);
if (ret != aliases_.end()) {
os << ret->second;
return;
}
if (v.isa<OpResult>()) {
std::string new_name = "%" + std::to_string(cur_result_number_);
cur_result_number_++;
aliases_[key] = new_name;
os << new_name;
} else {
auto arg = v.dyn_cast<BlockArgument>();
os << (aliases_[key] =
arg.is_kwarg()
? "%kwarg_" + arg.keyword()
: "%arg_" + std::to_string(cur_block_argument_number_++));
}
}
void IrPrinter::PrintOpResult(Operation* op) {
os << "(";
auto num_op_result = op->num_results();
std::vector<Value> op_results;
op_results.reserve(num_op_result);
for (size_t idx = 0; idx < num_op_result; idx++) {
op_results.push_back(op->result(idx));
}
pir::detail::PrintInterleave(
op_results.begin(),
op_results.end(),
[this](Value v) { this->PrintValue(v); },
[this]() { this->os << ", "; });
os << ")";
}
void IrPrinter::PrintAttributeMap(Operation* op) {
AttributeMap attributes = op->attributes();
std::map<std::string, Attribute, std::less<>> order_attributes(
attributes.begin(), attributes.end());
// Filter out the callstack attribute
order_attributes.erase(
paddle::framework::OpProtoAndCheckerMaker::OpCreationCallstackAttrName());
os << " {";
pir::detail::PrintInterleave(
order_attributes.begin(),
order_attributes.end(),
[this](std::pair<std::string, Attribute> it) {
this->os << it.first;
this->os << ":";
this->PrintAttribute(it.second);
},
[this]() { this->os << ","; });
os << "}";
}
void IrPrinter::PrintOpOperands(Operation* op) {
os << " (";
auto num_op_operands = op->num_operands();
std::vector<Value> op_operands;
op_operands.reserve(num_op_operands);
for (size_t idx = 0; idx < num_op_operands; idx++) {
op_operands.push_back(op->operand_source(idx));
}
pir::detail::PrintInterleave(
op_operands.begin(),
op_operands.end(),
[this](Value v) { this->PrintValue(v); },
[this]() { this->os << ", "; });
os << ")";
}
void IrPrinter::PrintOperandsType(Operation* op) {
auto num_op_operands = op->num_operands();
std::vector<Type> op_operand_types;
op_operand_types.reserve(num_op_operands);
for (size_t idx = 0; idx < num_op_operands; idx++) {
auto op_operand = op->operand(idx);
if (op_operand) {
op_operand_types.push_back(op_operand.type());
} else {
op_operand_types.emplace_back();
}
}
os << " (";
pir::detail::PrintInterleave(
op_operand_types.begin(),
op_operand_types.end(),
[this](Type t) { this->PrintType(t); },
[this]() { this->os << ", "; });
os << ")";
}
void IrPrinter::PrintOpReturnType(Operation* op) {
auto num_op_result = op->num_results();
std::vector<Type> op_result_types;
op_result_types.reserve(num_op_result);
for (size_t idx = 0; idx < num_op_result; idx++) {
auto op_result = op->result(idx);
if (op_result) {
op_result_types.push_back(op_result.type());
} else {
op_result_types.emplace_back(nullptr);
}
}
pir::detail::PrintInterleave(
op_result_types.begin(),
op_result_types.end(),
[this](Type t) { this->PrintType(t); },
[this]() { this->os << ", "; });
}
void IrPrinter::AddValueAlias(Value v, const std::string& alias) {
const void* key = v.impl();
IR_ENFORCE(aliases_.find(key) == aliases_.end(), "Value already has alias");
aliases_[key] = alias;
}
class CustomPrinter : public IrPrinter {
public:
explicit CustomPrinter(std::ostream& os, const PrintHooks& hooks)
: IrPrinter(os), hooks_(hooks) {}
void PrintType(Type type) override {
if (hooks_.type_print_hook) {
hooks_.type_print_hook(type, *this);
} else {
IrPrinter::PrintType(type);
}
}
void PrintAttribute(Attribute attr) override {
if (hooks_.attribute_print_hook) {
hooks_.attribute_print_hook(attr, *this);
} else {
IrPrinter::PrintAttribute(attr);
}
}
void PrintOperation(Operation* op) override {
if (hooks_.op_print_hook) {
hooks_.op_print_hook(op, *this);
} else {
IrPrinter::PrintOperation(op);
}
}
void PrintValue(Value v) override {
if (hooks_.value_print_hook) {
hooks_.value_print_hook(v, *this);
} else {
IrPrinter::PrintValue(v);
}
}
private:
const PrintHooks hooks_;
};
std::ostream& operator<<(std::ostream& os, const CustomPrintHelper& p) {
CustomPrinter printer(os, p.hooks_);
printer.PrintProgram(&p.prog_);
return os;
}
void Program::Print(std::ostream& os) const {
IrPrinter printer(os);
printer.PrintProgram(this);
}
void Operation::Print(std::ostream& os) {
IrPrinter printer(os);
printer.PrintOperation(this);
}
void Value::Print(std::ostream& os) const {
IrPrinter printer(os);
printer.PrintValue(*this);
}
void Type::Print(std::ostream& os) const {
BasicIrPrinter printer(os);
printer.PrintType(*this);
}
void Attribute::Print(std::ostream& os) const {
BasicIrPrinter printer(os);
printer.PrintAttribute(*this);
}
std::ostream& operator<<(std::ostream& os, Type type) {
type.Print(os);
return os;
}
std::ostream& operator<<(std::ostream& os, Attribute attr) {
attr.Print(os);
return os;
}
std::ostream& operator<<(std::ostream& os, const Program& prog) {
prog.Print(os);
return os;
}
} // namespace pir