ViewOpGraph.cpp
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//===- ViewOpGraph.cpp - View/write op graphviz graphs --------------------===//
//
// Part of the MLIR Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "mlir/Transforms/ViewOpGraph.h"
#include "mlir/IR/Block.h"
#include "mlir/IR/Operation.h"
#include "mlir/IR/StandardTypes.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Support/STLExtras.h"
#include "llvm/Support/CommandLine.h"
static llvm::cl::opt<int> elideIfLarger(
"print-op-graph-elide-if-larger",
llvm::cl::desc("Upper limit to emit elements attribute rather than elide"),
llvm::cl::init(16));
using namespace mlir;
namespace llvm {
// Specialize GraphTraits to treat Block as a graph of Operations as nodes and
// uses as edges.
template <> struct GraphTraits<Block *> {
using GraphType = Block *;
using NodeRef = Operation *;
using ChildIteratorType = Operation::user_iterator;
static ChildIteratorType child_begin(NodeRef n) { return n->user_begin(); }
static ChildIteratorType child_end(NodeRef n) { return n->user_end(); }
// Operation's destructor is private so use Operation* instead and use
// mapped iterator.
static Operation *AddressOf(Operation &op) { return &op; }
using nodes_iterator = mapped_iterator<Block::iterator, decltype(&AddressOf)>;
static nodes_iterator nodes_begin(Block *b) {
return nodes_iterator(b->begin(), &AddressOf);
}
static nodes_iterator nodes_end(Block *b) {
return nodes_iterator(b->end(), &AddressOf);
}
};
// Specialize DOTGraphTraits to produce more readable output.
template <> struct DOTGraphTraits<Block *> : public DefaultDOTGraphTraits {
using DefaultDOTGraphTraits::DefaultDOTGraphTraits;
static std::string getNodeLabel(Operation *op, Block *);
};
std::string DOTGraphTraits<Block *>::getNodeLabel(Operation *op, Block *b) {
// Reuse the print output for the node labels.
std::string ostr;
raw_string_ostream os(ostr);
os << op->getName() << "\n";
if (!op->getLoc().isa<UnknownLoc>()) {
os << op->getLoc() << "\n";
}
// Print resultant types
interleaveComma(op->getResultTypes(), os);
os << "\n";
for (auto attr : op->getAttrs()) {
os << '\n' << attr.first << ": ";
// Always emit splat attributes.
if (attr.second.isa<SplatElementsAttr>()) {
attr.second.print(os);
continue;
}
// Elide "big" elements attributes.
auto elements = attr.second.dyn_cast<ElementsAttr>();
if (elements && elements.getNumElements() > elideIfLarger) {
os << std::string(elements.getType().getRank(), '[') << "..."
<< std::string(elements.getType().getRank(), ']') << " : "
<< elements.getType();
continue;
}
auto array = attr.second.dyn_cast<ArrayAttr>();
if (array && static_cast<int64_t>(array.size()) > elideIfLarger) {
os << "[...]";
continue;
}
// Print all other attributes.
attr.second.print(os);
}
return os.str();
}
} // end namespace llvm
namespace {
// PrintOpPass is simple pass to write graph per function.
// Note: this is a module pass only to avoid interleaving on the same ostream
// due to multi-threading over functions.
struct PrintOpPass : public ModulePass<PrintOpPass> {
explicit PrintOpPass(raw_ostream &os = llvm::errs(), bool short_names = false,
const Twine &title = "")
: os(os), title(title.str()), short_names(short_names) {}
std::string getOpName(Operation &op) {
auto symbolAttr =
op.getAttrOfType<StringAttr>(SymbolTable::getSymbolAttrName());
if (symbolAttr)
return symbolAttr.getValue();
++unnamedOpCtr;
return (op.getName().getStringRef() + llvm::utostr(unnamedOpCtr)).str();
}
// Print all the ops in a module.
void processModule(ModuleOp module) {
for (Operation &op : module) {
// Modules may actually be nested, recurse on nesting.
if (auto nestedModule = dyn_cast<ModuleOp>(op)) {
processModule(nestedModule);
continue;
}
auto opName = getOpName(op);
for (Region ®ion : op.getRegions()) {
for (auto indexed_block : llvm::enumerate(region)) {
// Suffix block number if there are more than 1 block.
auto blockName = region.getBlocks().size() == 1
? ""
: ("__" + llvm::utostr(indexed_block.index()));
llvm::WriteGraph(os, &indexed_block.value(), short_names,
Twine(title) + opName + blockName);
}
}
}
}
void runOnModule() override { processModule(getModule()); }
private:
raw_ostream &os;
std::string title;
int unnamedOpCtr = 0;
bool short_names;
};
} // namespace
void mlir::viewGraph(Block &block, const Twine &name, bool shortNames,
const Twine &title, llvm::GraphProgram::Name program) {
llvm::ViewGraph(&block, name, shortNames, title, program);
}
raw_ostream &mlir::writeGraph(raw_ostream &os, Block &block, bool shortNames,
const Twine &title) {
return llvm::WriteGraph(os, &block, shortNames, title);
}
std::unique_ptr<OpPassBase<ModuleOp>>
mlir::createPrintOpGraphPass(raw_ostream &os, bool shortNames,
const Twine &title) {
return std::make_unique<PrintOpPass>(os, shortNames, title);
}
static PassRegistration<PrintOpPass> pass("print-op-graph",
"Print op graph per region");