| //===- RewriterGen.cpp - MLIR pattern rewriter generator ------------------===// |
| // |
| // Part of the LLVM 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 |
| // |
| //===----------------------------------------------------------------------===// |
| // |
| // RewriterGen uses pattern rewrite definitions to generate rewriter matchers. |
| // |
| //===----------------------------------------------------------------------===// |
| |
| #include "mlir/Support/IndentedOstream.h" |
| #include "mlir/TableGen/Attribute.h" |
| #include "mlir/TableGen/Format.h" |
| #include "mlir/TableGen/GenInfo.h" |
| #include "mlir/TableGen/Operator.h" |
| #include "mlir/TableGen/Pattern.h" |
| #include "mlir/TableGen/Predicate.h" |
| #include "mlir/TableGen/Type.h" |
| #include "llvm/ADT/StringExtras.h" |
| #include "llvm/ADT/StringSet.h" |
| #include "llvm/Support/CommandLine.h" |
| #include "llvm/Support/Debug.h" |
| #include "llvm/Support/FormatAdapters.h" |
| #include "llvm/Support/PrettyStackTrace.h" |
| #include "llvm/Support/Signals.h" |
| #include "llvm/TableGen/Error.h" |
| #include "llvm/TableGen/Main.h" |
| #include "llvm/TableGen/Record.h" |
| #include "llvm/TableGen/TableGenBackend.h" |
| |
| using namespace mlir; |
| using namespace mlir::tblgen; |
| |
| using llvm::formatv; |
| using llvm::Record; |
| using llvm::RecordKeeper; |
| |
| #define DEBUG_TYPE "mlir-tblgen-rewritergen" |
| |
| namespace llvm { |
| template <> |
| struct format_provider<mlir::tblgen::Pattern::IdentifierLine> { |
| static void format(const mlir::tblgen::Pattern::IdentifierLine &v, |
| raw_ostream &os, StringRef style) { |
| os << v.first << ":" << v.second; |
| } |
| }; |
| } // end namespace llvm |
| |
| //===----------------------------------------------------------------------===// |
| // PatternEmitter |
| //===----------------------------------------------------------------------===// |
| |
| namespace { |
| class PatternEmitter { |
| public: |
| PatternEmitter(Record *pat, RecordOperatorMap *mapper, raw_ostream &os); |
| |
| // Emits the mlir::RewritePattern struct named `rewriteName`. |
| void emit(StringRef rewriteName); |
| |
| private: |
| // Emits the code for matching ops. |
| void emitMatchLogic(DagNode tree, StringRef opName); |
| |
| // Emits the code for rewriting ops. |
| void emitRewriteLogic(); |
| |
| //===--------------------------------------------------------------------===// |
| // Match utilities |
| //===--------------------------------------------------------------------===// |
| |
| // Emits C++ statements for matching the DAG structure. |
| void emitMatch(DagNode tree, StringRef name, int depth); |
| |
| // Emits C++ statements for matching using a native code call. |
| void emitNativeCodeMatch(DagNode tree, StringRef name, int depth); |
| |
| // Emits C++ statements for matching the op constrained by the given DAG |
| // `tree` returning the op's variable name. |
| void emitOpMatch(DagNode tree, StringRef opName, int depth); |
| |
| // Emits C++ statements for matching the `argIndex`-th argument of the given |
| // DAG `tree` as an operand. operandIndex is the index in the DAG excluding |
| // the preceding attributes. |
| void emitOperandMatch(DagNode tree, StringRef opName, int argIndex, |
| int operandIndex, int depth); |
| |
| // Emits C++ statements for matching the `argIndex`-th argument of the given |
| // DAG `tree` as an attribute. |
| void emitAttributeMatch(DagNode tree, StringRef opName, int argIndex, |
| int depth); |
| |
| // Emits C++ for checking a match with a corresponding match failure |
| // diagnostic. |
| void emitMatchCheck(StringRef opName, const FmtObjectBase &matchFmt, |
| const llvm::formatv_object_base &failureFmt); |
| |
| // Emits C++ for checking a match with a corresponding match failure |
| // diagnostics. |
| void emitMatchCheck(StringRef opName, const std::string &matchStr, |
| const std::string &failureStr); |
| |
| //===--------------------------------------------------------------------===// |
| // Rewrite utilities |
| //===--------------------------------------------------------------------===// |
| |
| // The entry point for handling a result pattern rooted at `resultTree`. This |
| // method dispatches to concrete handlers according to `resultTree`'s kind and |
| // returns a symbol representing the whole value pack. Callers are expected to |
| // further resolve the symbol according to the specific use case. |
| // |
| // `depth` is the nesting level of `resultTree`; 0 means top-level result |
| // pattern. For top-level result pattern, `resultIndex` indicates which result |
| // of the matched root op this pattern is intended to replace, which can be |
| // used to deduce the result type of the op generated from this result |
| // pattern. |
| std::string handleResultPattern(DagNode resultTree, int resultIndex, |
| int depth); |
| |
| // Emits the C++ statement to replace the matched DAG with a value built via |
| // calling native C++ code. |
| std::string handleReplaceWithNativeCodeCall(DagNode resultTree, int depth); |
| |
| // Returns the symbol of the old value serving as the replacement. |
| StringRef handleReplaceWithValue(DagNode tree); |
| |
| // Returns the location value to use. |
| std::pair<bool, std::string> getLocation(DagNode tree); |
| |
| // Returns the location value to use. |
| std::string handleLocationDirective(DagNode tree); |
| |
| // Emits the C++ statement to build a new op out of the given DAG `tree` and |
| // returns the variable name that this op is assigned to. If the root op in |
| // DAG `tree` has a specified name, the created op will be assigned to a |
| // variable of the given name. Otherwise, a unique name will be used as the |
| // result value name. |
| std::string handleOpCreation(DagNode tree, int resultIndex, int depth); |
| |
| using ChildNodeIndexNameMap = DenseMap<unsigned, std::string>; |
| |
| // Emits a local variable for each value and attribute to be used for creating |
| // an op. |
| void createSeparateLocalVarsForOpArgs(DagNode node, |
| ChildNodeIndexNameMap &childNodeNames); |
| |
| // Emits the concrete arguments used to call an op's builder. |
| void supplyValuesForOpArgs(DagNode node, |
| const ChildNodeIndexNameMap &childNodeNames, |
| int depth); |
| |
| // Emits the local variables for holding all values as a whole and all named |
| // attributes as a whole to be used for creating an op. |
| void createAggregateLocalVarsForOpArgs( |
| DagNode node, const ChildNodeIndexNameMap &childNodeNames, int depth); |
| |
| // Returns the C++ expression to construct a constant attribute of the given |
| // `value` for the given attribute kind `attr`. |
| std::string handleConstantAttr(Attribute attr, StringRef value); |
| |
| // Returns the C++ expression to build an argument from the given DAG `leaf`. |
| // `patArgName` is used to bound the argument to the source pattern. |
| std::string handleOpArgument(DagLeaf leaf, StringRef patArgName); |
| |
| //===--------------------------------------------------------------------===// |
| // General utilities |
| //===--------------------------------------------------------------------===// |
| |
| // Collects all of the operations within the given dag tree. |
| void collectOps(DagNode tree, llvm::SmallPtrSetImpl<const Operator *> &ops); |
| |
| // Returns a unique symbol for a local variable of the given `op`. |
| std::string getUniqueSymbol(const Operator *op); |
| |
| //===--------------------------------------------------------------------===// |
| // Symbol utilities |
| //===--------------------------------------------------------------------===// |
| |
| // Returns how many static values the given DAG `node` correspond to. |
| int getNodeValueCount(DagNode node); |
| |
| private: |
| // Pattern instantiation location followed by the location of multiclass |
| // prototypes used. This is intended to be used as a whole to |
| // PrintFatalError() on errors. |
| ArrayRef<llvm::SMLoc> loc; |
| |
| // Op's TableGen Record to wrapper object. |
| RecordOperatorMap *opMap; |
| |
| // Handy wrapper for pattern being emitted. |
| Pattern pattern; |
| |
| // Map for all bound symbols' info. |
| SymbolInfoMap symbolInfoMap; |
| |
| // The next unused ID for newly created values. |
| unsigned nextValueId; |
| |
| raw_indented_ostream os; |
| |
| // Format contexts containing placeholder substitutions. |
| FmtContext fmtCtx; |
| |
| // Number of op processed. |
| int opCounter = 0; |
| }; |
| } // end anonymous namespace |
| |
| PatternEmitter::PatternEmitter(Record *pat, RecordOperatorMap *mapper, |
| raw_ostream &os) |
| : loc(pat->getLoc()), opMap(mapper), pattern(pat, mapper), |
| symbolInfoMap(pat->getLoc()), nextValueId(0), os(os) { |
| fmtCtx.withBuilder("rewriter"); |
| } |
| |
| std::string PatternEmitter::handleConstantAttr(Attribute attr, |
| StringRef value) { |
| if (!attr.isConstBuildable()) |
| PrintFatalError(loc, "Attribute " + attr.getAttrDefName() + |
| " does not have the 'constBuilderCall' field"); |
| |
| // TODO: Verify the constants here |
| return std::string(tgfmt(attr.getConstBuilderTemplate(), &fmtCtx, value)); |
| } |
| |
| // Helper function to match patterns. |
| void PatternEmitter::emitMatch(DagNode tree, StringRef name, int depth) { |
| if (tree.isNativeCodeCall()) { |
| emitNativeCodeMatch(tree, name, depth); |
| return; |
| } |
| |
| if (tree.isOperation()) { |
| emitOpMatch(tree, name, depth); |
| return; |
| } |
| |
| PrintFatalError(loc, "encountered non-op, non-NativeCodeCall match."); |
| } |
| |
| // Helper function to match patterns. |
| void PatternEmitter::emitNativeCodeMatch(DagNode tree, StringRef opName, |
| int depth) { |
| LLVM_DEBUG(llvm::dbgs() << "handle NativeCodeCall matcher pattern: "); |
| LLVM_DEBUG(tree.print(llvm::dbgs())); |
| LLVM_DEBUG(llvm::dbgs() << '\n'); |
| |
| // TODO(suderman): iterate through arguments, determine their types, output |
| // names. |
| SmallVector<std::string, 8> capture; |
| capture.push_back(opName.str()); |
| |
| raw_indented_ostream::DelimitedScope scope(os); |
| |
| os << "if(!" << opName << ") return ::mlir::failure();\n"; |
| for (int i = 0, e = tree.getNumArgs(); i != e; ++i) { |
| std::string argName = formatv("arg{0}_{1}", depth, i); |
| if (DagNode argTree = tree.getArgAsNestedDag(i)) { |
| os << "Value " << argName << ";\n"; |
| } else { |
| auto leaf = tree.getArgAsLeaf(i); |
| if (leaf.isAttrMatcher() || leaf.isConstantAttr()) { |
| os << "Attribute " << argName << ";\n"; |
| } else if (leaf.isOperandMatcher()) { |
| os << "Operation " << argName << ";\n"; |
| } |
| } |
| |
| capture.push_back(std::move(argName)); |
| } |
| |
| bool hasLocationDirective; |
| std::string locToUse; |
| std::tie(hasLocationDirective, locToUse) = getLocation(tree); |
| |
| auto fmt = tree.getNativeCodeTemplate(); |
| auto nativeCodeCall = |
| std::string(tgfmt(fmt, &fmtCtx.addSubst("_loc", locToUse), capture)); |
| |
| os << "if (failed(" << nativeCodeCall << ")) return ::mlir::failure();\n"; |
| |
| for (int i = 0, e = tree.getNumArgs(); i != e; ++i) { |
| auto name = tree.getArgName(i); |
| if (!name.empty() && name != "_") { |
| os << formatv("{0} = {1};\n", name, capture[i + 1]); |
| } |
| } |
| |
| for (int i = 0, e = tree.getNumArgs(); i != e; ++i) { |
| std::string argName = capture[i + 1]; |
| |
| // Handle nested DAG construct first |
| if (DagNode argTree = tree.getArgAsNestedDag(i)) { |
| PrintFatalError( |
| loc, formatv("Matching nested tree in NativeCodecall not support for " |
| "{0} as arg {1}", |
| argName, i)); |
| } |
| |
| DagLeaf leaf = tree.getArgAsLeaf(i); |
| auto constraint = leaf.getAsConstraint(); |
| |
| auto self = formatv("{0}", argName); |
| emitMatchCheck( |
| opName, |
| tgfmt(constraint.getConditionTemplate(), &fmtCtx.withSelf(self)), |
| formatv("\"operand {0} of native code call '{1}' failed to satisfy " |
| "constraint: " |
| "'{2}'\"", |
| i, tree.getNativeCodeTemplate(), constraint.getSummary())); |
| } |
| |
| LLVM_DEBUG(llvm::dbgs() << "done emitting match for native code call\n"); |
| } |
| |
| // Helper function to match patterns. |
| void PatternEmitter::emitOpMatch(DagNode tree, StringRef opName, int depth) { |
| Operator &op = tree.getDialectOp(opMap); |
| LLVM_DEBUG(llvm::dbgs() << "start emitting match for op '" |
| << op.getOperationName() << "' at depth " << depth |
| << '\n'); |
| |
| std::string castedName = formatv("castedOp{0}", depth); |
| os << formatv("auto {0} = ::llvm::dyn_cast_or_null<{2}>({1}); " |
| "(void){0};\n", |
| castedName, opName, op.getQualCppClassName()); |
| // Skip the operand matching at depth 0 as the pattern rewriter already does. |
| if (depth != 0) { |
| // Skip if there is no defining operation (e.g., arguments to function). |
| os << formatv("if (!{0}) return ::mlir::failure();\n", castedName); |
| } |
| if (tree.getNumArgs() != op.getNumArgs()) { |
| PrintFatalError(loc, formatv("op '{0}' argument number mismatch: {1} in " |
| "pattern vs. {2} in definition", |
| op.getOperationName(), tree.getNumArgs(), |
| op.getNumArgs())); |
| } |
| |
| // If the operand's name is set, set to that variable. |
| auto name = tree.getSymbol(); |
| if (!name.empty()) |
| os << formatv("{0} = {1};\n", name, castedName); |
| |
| for (int i = 0, e = tree.getNumArgs(), nextOperand = 0; i != e; ++i) { |
| auto opArg = op.getArg(i); |
| std::string argName = formatv("op{0}", depth + 1); |
| |
| // Handle nested DAG construct first |
| if (DagNode argTree = tree.getArgAsNestedDag(i)) { |
| if (auto *operand = opArg.dyn_cast<NamedTypeConstraint *>()) { |
| if (operand->isVariableLength()) { |
| auto error = formatv("use nested DAG construct to match op {0}'s " |
| "variadic operand #{1} unsupported now", |
| op.getOperationName(), i); |
| PrintFatalError(loc, error); |
| } |
| } |
| os << "{\n"; |
| |
| // Attributes don't count for getODSOperands. |
| os.indent() << formatv( |
| "auto *{0} = " |
| "(*{1}.getODSOperands({2}).begin()).getDefiningOp();\n", |
| argName, castedName, nextOperand++); |
| emitMatch(argTree, argName, depth + 1); |
| os << formatv("tblgen_ops[{0}] = {1};\n", ++opCounter, argName); |
| os.unindent() << "}\n"; |
| continue; |
| } |
| |
| // Next handle DAG leaf: operand or attribute |
| if (opArg.is<NamedTypeConstraint *>()) { |
| // emitOperandMatch's argument indexing counts attributes. |
| emitOperandMatch(tree, castedName, i, nextOperand, depth); |
| ++nextOperand; |
| } else if (opArg.is<NamedAttribute *>()) { |
| emitAttributeMatch(tree, opName, i, depth); |
| } else { |
| PrintFatalError(loc, "unhandled case when matching op"); |
| } |
| } |
| LLVM_DEBUG(llvm::dbgs() << "done emitting match for op '" |
| << op.getOperationName() << "' at depth " << depth |
| << '\n'); |
| } |
| |
| void PatternEmitter::emitOperandMatch(DagNode tree, StringRef opName, |
| int argIndex, int operandIndex, |
| int depth) { |
| Operator &op = tree.getDialectOp(opMap); |
| auto *operand = op.getArg(argIndex).get<NamedTypeConstraint *>(); |
| auto matcher = tree.getArgAsLeaf(argIndex); |
| |
| // If a constraint is specified, we need to generate C++ statements to |
| // check the constraint. |
| if (!matcher.isUnspecified()) { |
| if (!matcher.isOperandMatcher()) { |
| PrintFatalError( |
| loc, formatv("the {1}-th argument of op '{0}' should be an operand", |
| op.getOperationName(), argIndex + 1)); |
| } |
| |
| // Only need to verify if the matcher's type is different from the one |
| // of op definition. |
| Constraint constraint = matcher.getAsConstraint(); |
| if (operand->constraint != constraint) { |
| if (operand->isVariableLength()) { |
| auto error = formatv( |
| "further constrain op {0}'s variadic operand #{1} unsupported now", |
| op.getOperationName(), argIndex); |
| PrintFatalError(loc, error); |
| } |
| auto self = formatv("(*{0}.getODSOperands({1}).begin()).getType()", |
| opName, operandIndex); |
| emitMatchCheck( |
| opName, |
| tgfmt(constraint.getConditionTemplate(), &fmtCtx.withSelf(self)), |
| formatv("\"operand {0} of op '{1}' failed to satisfy constraint: " |
| "'{2}'\"", |
| operand - op.operand_begin(), op.getOperationName(), |
| constraint.getSummary())); |
| } |
| } |
| |
| // Capture the value |
| auto name = tree.getArgName(argIndex); |
| // `$_` is a special symbol to ignore op argument matching. |
| if (!name.empty() && name != "_") { |
| // We need to subtract the number of attributes before this operand to get |
| // the index in the operand list. |
| auto numPrevAttrs = std::count_if( |
| op.arg_begin(), op.arg_begin() + argIndex, |
| [](const Argument &arg) { return arg.is<NamedAttribute *>(); }); |
| |
| auto res = symbolInfoMap.findBoundSymbol(name, op, argIndex); |
| os << formatv("{0} = {1}.getODSOperands({2});\n", |
| res->second.getVarName(name), opName, |
| argIndex - numPrevAttrs); |
| } |
| } |
| |
| void PatternEmitter::emitAttributeMatch(DagNode tree, StringRef opName, |
| int argIndex, int depth) { |
| Operator &op = tree.getDialectOp(opMap); |
| auto *namedAttr = op.getArg(argIndex).get<NamedAttribute *>(); |
| const auto &attr = namedAttr->attr; |
| |
| os << "{\n"; |
| os.indent() << formatv("auto tblgen_attr = {0}->getAttrOfType<{1}>(\"{2}\");" |
| "(void)tblgen_attr;\n", |
| opName, attr.getStorageType(), namedAttr->name); |
| |
| // TODO: This should use getter method to avoid duplication. |
| if (attr.hasDefaultValue()) { |
| os << "if (!tblgen_attr) tblgen_attr = " |
| << std::string(tgfmt(attr.getConstBuilderTemplate(), &fmtCtx, |
| attr.getDefaultValue())) |
| << ";\n"; |
| } else if (attr.isOptional()) { |
| // For a missing attribute that is optional according to definition, we |
| // should just capture a mlir::Attribute() to signal the missing state. |
| // That is precisely what getAttr() returns on missing attributes. |
| } else { |
| emitMatchCheck(opName, tgfmt("tblgen_attr", &fmtCtx), |
| formatv("\"expected op '{0}' to have attribute '{1}' " |
| "of type '{2}'\"", |
| op.getOperationName(), namedAttr->name, |
| attr.getStorageType())); |
| } |
| |
| auto matcher = tree.getArgAsLeaf(argIndex); |
| if (!matcher.isUnspecified()) { |
| if (!matcher.isAttrMatcher()) { |
| PrintFatalError( |
| loc, formatv("the {1}-th argument of op '{0}' should be an attribute", |
| op.getOperationName(), argIndex + 1)); |
| } |
| |
| // If a constraint is specified, we need to generate C++ statements to |
| // check the constraint. |
| emitMatchCheck( |
| opName, |
| tgfmt(matcher.getConditionTemplate(), &fmtCtx.withSelf("tblgen_attr")), |
| formatv("\"op '{0}' attribute '{1}' failed to satisfy constraint: " |
| "{2}\"", |
| op.getOperationName(), namedAttr->name, |
| matcher.getAsConstraint().getSummary())); |
| } |
| |
| // Capture the value |
| auto name = tree.getArgName(argIndex); |
| // `$_` is a special symbol to ignore op argument matching. |
| if (!name.empty() && name != "_") { |
| os << formatv("{0} = tblgen_attr;\n", name); |
| } |
| |
| os.unindent() << "}\n"; |
| } |
| |
| void PatternEmitter::emitMatchCheck( |
| StringRef opName, const FmtObjectBase &matchFmt, |
| const llvm::formatv_object_base &failureFmt) { |
| emitMatchCheck(opName, matchFmt.str(), failureFmt.str()); |
| } |
| |
| void PatternEmitter::emitMatchCheck(StringRef opName, |
| const std::string &matchStr, |
| const std::string &failureStr) { |
| |
| os << "if (!(" << matchStr << "))"; |
| os.scope("{\n", "\n}\n").os << "return rewriter.notifyMatchFailure(" << opName |
| << ", [&](::mlir::Diagnostic &diag) {\n diag << " |
| << failureStr << ";\n});"; |
| } |
| |
| void PatternEmitter::emitMatchLogic(DagNode tree, StringRef opName) { |
| LLVM_DEBUG(llvm::dbgs() << "--- start emitting match logic ---\n"); |
| int depth = 0; |
| emitMatch(tree, opName, depth); |
| |
| for (auto &appliedConstraint : pattern.getConstraints()) { |
| auto &constraint = appliedConstraint.constraint; |
| auto &entities = appliedConstraint.entities; |
| |
| auto condition = constraint.getConditionTemplate(); |
| if (isa<TypeConstraint>(constraint)) { |
| auto self = formatv("({0}.getType())", |
| symbolInfoMap.getValueAndRangeUse(entities.front())); |
| emitMatchCheck( |
| opName, tgfmt(condition, &fmtCtx.withSelf(self.str())), |
| formatv("\"value entity '{0}' failed to satisfy constraint: {1}\"", |
| entities.front(), constraint.getSummary())); |
| |
| } else if (isa<AttrConstraint>(constraint)) { |
| PrintFatalError( |
| loc, "cannot use AttrConstraint in Pattern multi-entity constraints"); |
| } else { |
| // TODO: replace formatv arguments with the exact specified |
| // args. |
| if (entities.size() > 4) { |
| PrintFatalError(loc, "only support up to 4-entity constraints now"); |
| } |
| SmallVector<std::string, 4> names; |
| int i = 0; |
| for (int e = entities.size(); i < e; ++i) |
| names.push_back(symbolInfoMap.getValueAndRangeUse(entities[i])); |
| std::string self = appliedConstraint.self; |
| if (!self.empty()) |
| self = symbolInfoMap.getValueAndRangeUse(self); |
| for (; i < 4; ++i) |
| names.push_back("<unused>"); |
| emitMatchCheck(opName, |
| tgfmt(condition, &fmtCtx.withSelf(self), names[0], |
| names[1], names[2], names[3]), |
| formatv("\"entities '{0}' failed to satisfy constraint: " |
| "{1}\"", |
| llvm::join(entities, ", "), |
| constraint.getSummary())); |
| } |
| } |
| |
| // Some of the operands could be bound to the same symbol name, we need |
| // to enforce equality constraint on those. |
| // TODO: we should be able to emit equality checks early |
| // and short circuit unnecessary work if vars are not equal. |
| for (auto symbolInfoIt = symbolInfoMap.begin(); |
| symbolInfoIt != symbolInfoMap.end();) { |
| auto range = symbolInfoMap.getRangeOfEqualElements(symbolInfoIt->first); |
| auto startRange = range.first; |
| auto endRange = range.second; |
| |
| auto firstOperand = symbolInfoIt->second.getVarName(symbolInfoIt->first); |
| for (++startRange; startRange != endRange; ++startRange) { |
| auto secondOperand = startRange->second.getVarName(symbolInfoIt->first); |
| emitMatchCheck( |
| opName, |
| formatv("*{0}.begin() == *{1}.begin()", firstOperand, secondOperand), |
| formatv("\"Operands '{0}' and '{1}' must be equal\"", firstOperand, |
| secondOperand)); |
| } |
| |
| symbolInfoIt = endRange; |
| } |
| |
| LLVM_DEBUG(llvm::dbgs() << "--- done emitting match logic ---\n"); |
| } |
| |
| void PatternEmitter::collectOps(DagNode tree, |
| llvm::SmallPtrSetImpl<const Operator *> &ops) { |
| // Check if this tree is an operation. |
| if (tree.isOperation()) { |
| const Operator &op = tree.getDialectOp(opMap); |
| LLVM_DEBUG(llvm::dbgs() |
| << "found operation " << op.getOperationName() << '\n'); |
| ops.insert(&op); |
| } |
| |
| // Recurse the arguments of the tree. |
| for (unsigned i = 0, e = tree.getNumArgs(); i != e; ++i) |
| if (auto child = tree.getArgAsNestedDag(i)) |
| collectOps(child, ops); |
| } |
| |
| void PatternEmitter::emit(StringRef rewriteName) { |
| // Get the DAG tree for the source pattern. |
| DagNode sourceTree = pattern.getSourcePattern(); |
| |
| const Operator &rootOp = pattern.getSourceRootOp(); |
| auto rootName = rootOp.getOperationName(); |
| |
| // Collect the set of result operations. |
| llvm::SmallPtrSet<const Operator *, 4> resultOps; |
| LLVM_DEBUG(llvm::dbgs() << "start collecting ops used in result patterns\n"); |
| for (unsigned i = 0, e = pattern.getNumResultPatterns(); i != e; ++i) { |
| collectOps(pattern.getResultPattern(i), resultOps); |
| } |
| LLVM_DEBUG(llvm::dbgs() << "done collecting ops used in result patterns\n"); |
| |
| // Emit RewritePattern for Pattern. |
| auto locs = pattern.getLocation(); |
| os << formatv("/* Generated from:\n {0:$[ instantiating\n ]}\n*/\n", |
| make_range(locs.rbegin(), locs.rend())); |
| os << formatv(R"(struct {0} : public ::mlir::RewritePattern { |
| {0}(::mlir::MLIRContext *context) |
| : ::mlir::RewritePattern("{1}", {2}, context, {{)", |
| rewriteName, rootName, pattern.getBenefit()); |
| // Sort result operators by name. |
| llvm::SmallVector<const Operator *, 4> sortedResultOps(resultOps.begin(), |
| resultOps.end()); |
| llvm::sort(sortedResultOps, [&](const Operator *lhs, const Operator *rhs) { |
| return lhs->getOperationName() < rhs->getOperationName(); |
| }); |
| llvm::interleaveComma(sortedResultOps, os, [&](const Operator *op) { |
| os << '"' << op->getOperationName() << '"'; |
| }); |
| os << "}) {}\n"; |
| |
| // Emit matchAndRewrite() function. |
| { |
| auto classScope = os.scope(); |
| os.reindent(R"( |
| ::mlir::LogicalResult matchAndRewrite(::mlir::Operation *op0, |
| ::mlir::PatternRewriter &rewriter) const override {)") |
| << '\n'; |
| { |
| auto functionScope = os.scope(); |
| |
| // Register all symbols bound in the source pattern. |
| pattern.collectSourcePatternBoundSymbols(symbolInfoMap); |
| |
| LLVM_DEBUG(llvm::dbgs() |
| << "start creating local variables for capturing matches\n"); |
| os << "// Variables for capturing values and attributes used while " |
| "creating ops\n"; |
| // Create local variables for storing the arguments and results bound |
| // to symbols. |
| for (const auto &symbolInfoPair : symbolInfoMap) { |
| const auto &symbol = symbolInfoPair.first; |
| const auto &info = symbolInfoPair.second; |
| |
| os << info.getVarDecl(symbol); |
| } |
| // TODO: capture ops with consistent numbering so that it can be |
| // reused for fused loc. |
| os << formatv("::mlir::Operation *tblgen_ops[{0}];\n\n", |
| pattern.getSourcePattern().getNumOps()); |
| LLVM_DEBUG(llvm::dbgs() |
| << "done creating local variables for capturing matches\n"); |
| |
| os << "// Match\n"; |
| os << "tblgen_ops[0] = op0;\n"; |
| emitMatchLogic(sourceTree, "op0"); |
| |
| os << "\n// Rewrite\n"; |
| emitRewriteLogic(); |
| |
| os << "return ::mlir::success();\n"; |
| } |
| os << "};\n"; |
| } |
| os << "};\n\n"; |
| } |
| |
| void PatternEmitter::emitRewriteLogic() { |
| LLVM_DEBUG(llvm::dbgs() << "--- start emitting rewrite logic ---\n"); |
| const Operator &rootOp = pattern.getSourceRootOp(); |
| int numExpectedResults = rootOp.getNumResults(); |
| int numResultPatterns = pattern.getNumResultPatterns(); |
| |
| // First register all symbols bound to ops generated in result patterns. |
| pattern.collectResultPatternBoundSymbols(symbolInfoMap); |
| |
| // Only the last N static values generated are used to replace the matched |
| // root N-result op. We need to calculate the starting index (of the results |
| // of the matched op) each result pattern is to replace. |
| SmallVector<int, 4> offsets(numResultPatterns + 1, numExpectedResults); |
| // If we don't need to replace any value at all, set the replacement starting |
| // index as the number of result patterns so we skip all of them when trying |
| // to replace the matched op's results. |
| int replStartIndex = numExpectedResults == 0 ? numResultPatterns : -1; |
| for (int i = numResultPatterns - 1; i >= 0; --i) { |
| auto numValues = getNodeValueCount(pattern.getResultPattern(i)); |
| offsets[i] = offsets[i + 1] - numValues; |
| if (offsets[i] == 0) { |
| if (replStartIndex == -1) |
| replStartIndex = i; |
| } else if (offsets[i] < 0 && offsets[i + 1] > 0) { |
| auto error = formatv( |
| "cannot use the same multi-result op '{0}' to generate both " |
| "auxiliary values and values to be used for replacing the matched op", |
| pattern.getResultPattern(i).getSymbol()); |
| PrintFatalError(loc, error); |
| } |
| } |
| |
| if (offsets.front() > 0) { |
| const char error[] = "no enough values generated to replace the matched op"; |
| PrintFatalError(loc, error); |
| } |
| |
| os << "auto odsLoc = rewriter.getFusedLoc({"; |
| for (int i = 0, e = pattern.getSourcePattern().getNumOps(); i != e; ++i) { |
| os << (i ? ", " : "") << "tblgen_ops[" << i << "]->getLoc()"; |
| } |
| os << "}); (void)odsLoc;\n"; |
| |
| // Process auxiliary result patterns. |
| for (int i = 0; i < replStartIndex; ++i) { |
| DagNode resultTree = pattern.getResultPattern(i); |
| auto val = handleResultPattern(resultTree, offsets[i], 0); |
| // Normal op creation will be streamed to `os` by the above call; but |
| // NativeCodeCall will only be materialized to `os` if it is used. Here |
| // we are handling auxiliary patterns so we want the side effect even if |
| // NativeCodeCall is not replacing matched root op's results. |
| if (resultTree.isNativeCodeCall()) |
| os << val << ";\n"; |
| } |
| |
| if (numExpectedResults == 0) { |
| assert(replStartIndex >= numResultPatterns && |
| "invalid auxiliary vs. replacement pattern division!"); |
| // No result to replace. Just erase the op. |
| os << "rewriter.eraseOp(op0);\n"; |
| } else { |
| // Process replacement result patterns. |
| os << "::llvm::SmallVector<::mlir::Value, 4> tblgen_repl_values;\n"; |
| for (int i = replStartIndex; i < numResultPatterns; ++i) { |
| DagNode resultTree = pattern.getResultPattern(i); |
| auto val = handleResultPattern(resultTree, offsets[i], 0); |
| os << "\n"; |
| // Resolve each symbol for all range use so that we can loop over them. |
| // We need an explicit cast to `SmallVector` to capture the cases where |
| // `{0}` resolves to an `Operation::result_range` as well as cases that |
| // are not iterable (e.g. vector that gets wrapped in additional braces by |
| // RewriterGen). |
| // TODO: Revisit the need for materializing a vector. |
| os << symbolInfoMap.getAllRangeUse( |
| val, |
| "for (auto v: ::llvm::SmallVector<::mlir::Value, 4>{ {0} }) {{\n" |
| " tblgen_repl_values.push_back(v);\n}\n", |
| "\n"); |
| } |
| os << "\nrewriter.replaceOp(op0, tblgen_repl_values);\n"; |
| } |
| |
| LLVM_DEBUG(llvm::dbgs() << "--- done emitting rewrite logic ---\n"); |
| } |
| |
| std::string PatternEmitter::getUniqueSymbol(const Operator *op) { |
| return std::string( |
| formatv("tblgen_{0}_{1}", op->getCppClassName(), nextValueId++)); |
| } |
| |
| std::string PatternEmitter::handleResultPattern(DagNode resultTree, |
| int resultIndex, int depth) { |
| LLVM_DEBUG(llvm::dbgs() << "handle result pattern: "); |
| LLVM_DEBUG(resultTree.print(llvm::dbgs())); |
| LLVM_DEBUG(llvm::dbgs() << '\n'); |
| |
| if (resultTree.isLocationDirective()) { |
| PrintFatalError(loc, |
| "location directive can only be used with op creation"); |
| } |
| |
| if (resultTree.isNativeCodeCall()) { |
| auto symbol = handleReplaceWithNativeCodeCall(resultTree, depth); |
| symbolInfoMap.bindValue(symbol); |
| return symbol; |
| } |
| |
| if (resultTree.isReplaceWithValue()) |
| return handleReplaceWithValue(resultTree).str(); |
| |
| // Normal op creation. |
| auto symbol = handleOpCreation(resultTree, resultIndex, depth); |
| if (resultTree.getSymbol().empty()) { |
| // This is an op not explicitly bound to a symbol in the rewrite rule. |
| // Register the auto-generated symbol for it. |
| symbolInfoMap.bindOpResult(symbol, pattern.getDialectOp(resultTree)); |
| } |
| return symbol; |
| } |
| |
| StringRef PatternEmitter::handleReplaceWithValue(DagNode tree) { |
| assert(tree.isReplaceWithValue()); |
| |
| if (tree.getNumArgs() != 1) { |
| PrintFatalError( |
| loc, "replaceWithValue directive must take exactly one argument"); |
| } |
| |
| if (!tree.getSymbol().empty()) { |
| PrintFatalError(loc, "cannot bind symbol to replaceWithValue"); |
| } |
| |
| return tree.getArgName(0); |
| } |
| |
| std::string PatternEmitter::handleLocationDirective(DagNode tree) { |
| assert(tree.isLocationDirective()); |
| auto lookUpArgLoc = [this, &tree](int idx) { |
| const auto *const lookupFmt = "(*{0}.begin()).getLoc()"; |
| return symbolInfoMap.getAllRangeUse(tree.getArgName(idx), lookupFmt); |
| }; |
| |
| if (tree.getNumArgs() == 0) |
| llvm::PrintFatalError( |
| "At least one argument to location directive required"); |
| |
| if (!tree.getSymbol().empty()) |
| PrintFatalError(loc, "cannot bind symbol to location"); |
| |
| if (tree.getNumArgs() == 1) { |
| DagLeaf leaf = tree.getArgAsLeaf(0); |
| if (leaf.isStringAttr()) |
| return formatv("::mlir::NameLoc::get(rewriter.getIdentifier(\"{0}\"))", |
| leaf.getStringAttr()) |
| .str(); |
| return lookUpArgLoc(0); |
| } |
| |
| std::string ret; |
| llvm::raw_string_ostream os(ret); |
| std::string strAttr; |
| os << "rewriter.getFusedLoc({"; |
| bool first = true; |
| for (int i = 0, e = tree.getNumArgs(); i != e; ++i) { |
| DagLeaf leaf = tree.getArgAsLeaf(i); |
| // Handle the optional string value. |
| if (leaf.isStringAttr()) { |
| if (!strAttr.empty()) |
| llvm::PrintFatalError("Only one string attribute may be specified"); |
| strAttr = leaf.getStringAttr(); |
| continue; |
| } |
| os << (first ? "" : ", ") << lookUpArgLoc(i); |
| first = false; |
| } |
| os << "}"; |
| if (!strAttr.empty()) { |
| os << ", rewriter.getStringAttr(\"" << strAttr << "\")"; |
| } |
| os << ")"; |
| return os.str(); |
| } |
| |
| std::string PatternEmitter::handleOpArgument(DagLeaf leaf, |
| StringRef patArgName) { |
| if (leaf.isStringAttr()) |
| PrintFatalError(loc, "raw string not supported as argument"); |
| if (leaf.isConstantAttr()) { |
| auto constAttr = leaf.getAsConstantAttr(); |
| return handleConstantAttr(constAttr.getAttribute(), |
| constAttr.getConstantValue()); |
| } |
| if (leaf.isEnumAttrCase()) { |
| auto enumCase = leaf.getAsEnumAttrCase(); |
| if (enumCase.isStrCase()) |
| return handleConstantAttr(enumCase, enumCase.getSymbol()); |
| // This is an enum case backed by an IntegerAttr. We need to get its value |
| // to build the constant. |
| std::string val = std::to_string(enumCase.getValue()); |
| return handleConstantAttr(enumCase, val); |
| } |
| |
| LLVM_DEBUG(llvm::dbgs() << "handle argument '" << patArgName << "'\n"); |
| auto argName = symbolInfoMap.getValueAndRangeUse(patArgName); |
| if (leaf.isUnspecified() || leaf.isOperandMatcher()) { |
| LLVM_DEBUG(llvm::dbgs() << "replace " << patArgName << " with '" << argName |
| << "' (via symbol ref)\n"); |
| return argName; |
| } |
| if (leaf.isNativeCodeCall()) { |
| auto repl = tgfmt(leaf.getNativeCodeTemplate(), &fmtCtx.withSelf(argName)); |
| LLVM_DEBUG(llvm::dbgs() << "replace " << patArgName << " with '" << repl |
| << "' (via NativeCodeCall)\n"); |
| return std::string(repl); |
| } |
| PrintFatalError(loc, "unhandled case when rewriting op"); |
| } |
| |
| std::string PatternEmitter::handleReplaceWithNativeCodeCall(DagNode tree, |
| int depth) { |
| LLVM_DEBUG(llvm::dbgs() << "handle NativeCodeCall pattern: "); |
| LLVM_DEBUG(tree.print(llvm::dbgs())); |
| LLVM_DEBUG(llvm::dbgs() << '\n'); |
| |
| auto fmt = tree.getNativeCodeTemplate(); |
| |
| SmallVector<std::string, 16> attrs; |
| |
| bool hasLocationDirective; |
| std::string locToUse; |
| std::tie(hasLocationDirective, locToUse) = getLocation(tree); |
| |
| for (int i = 0, e = tree.getNumArgs() - hasLocationDirective; i != e; ++i) { |
| if (tree.isNestedDagArg(i)) { |
| attrs.push_back( |
| handleResultPattern(tree.getArgAsNestedDag(i), i, depth + 1)); |
| } else { |
| attrs.push_back( |
| handleOpArgument(tree.getArgAsLeaf(i), tree.getArgName(i))); |
| } |
| LLVM_DEBUG(llvm::dbgs() << "NativeCodeCall argument #" << i |
| << " replacement: " << attrs[i] << "\n"); |
| } |
| |
| return std::string(tgfmt(fmt, &fmtCtx.addSubst("_loc", locToUse), attrs)); |
| } |
| |
| int PatternEmitter::getNodeValueCount(DagNode node) { |
| if (node.isOperation()) { |
| // If the op is bound to a symbol in the rewrite rule, query its result |
| // count from the symbol info map. |
| auto symbol = node.getSymbol(); |
| if (!symbol.empty()) { |
| return symbolInfoMap.getStaticValueCount(symbol); |
| } |
| // Otherwise this is an unbound op; we will use all its results. |
| return pattern.getDialectOp(node).getNumResults(); |
| } |
| // TODO: This considers all NativeCodeCall as returning one |
| // value. Enhance if multi-value ones are needed. |
| return 1; |
| } |
| |
| std::pair<bool, std::string> PatternEmitter::getLocation(DagNode tree) { |
| auto numPatArgs = tree.getNumArgs(); |
| |
| if (numPatArgs != 0) { |
| if (auto lastArg = tree.getArgAsNestedDag(numPatArgs - 1)) |
| if (lastArg.isLocationDirective()) { |
| return std::make_pair(true, handleLocationDirective(lastArg)); |
| } |
| } |
| |
| // If no explicit location is given, use the default, all fused, location. |
| return std::make_pair(false, "odsLoc"); |
| } |
| |
| std::string PatternEmitter::handleOpCreation(DagNode tree, int resultIndex, |
| int depth) { |
| LLVM_DEBUG(llvm::dbgs() << "create op for pattern: "); |
| LLVM_DEBUG(tree.print(llvm::dbgs())); |
| LLVM_DEBUG(llvm::dbgs() << '\n'); |
| |
| Operator &resultOp = tree.getDialectOp(opMap); |
| auto numOpArgs = resultOp.getNumArgs(); |
| auto numPatArgs = tree.getNumArgs(); |
| |
| bool hasLocationDirective; |
| std::string locToUse; |
| std::tie(hasLocationDirective, locToUse) = getLocation(tree); |
| |
| auto inPattern = numPatArgs - hasLocationDirective; |
| if (numOpArgs != inPattern) { |
| PrintFatalError(loc, |
| formatv("resultant op '{0}' argument number mismatch: " |
| "{1} in pattern vs. {2} in definition", |
| resultOp.getOperationName(), inPattern, numOpArgs)); |
| } |
| |
| // A map to collect all nested DAG child nodes' names, with operand index as |
| // the key. This includes both bound and unbound child nodes. |
| ChildNodeIndexNameMap childNodeNames; |
| |
| // First go through all the child nodes who are nested DAG constructs to |
| // create ops for them and remember the symbol names for them, so that we can |
| // use the results in the current node. This happens in a recursive manner. |
| for (int i = 0, e = tree.getNumArgs() - hasLocationDirective; i != e; ++i) { |
| if (auto child = tree.getArgAsNestedDag(i)) |
| childNodeNames[i] = handleResultPattern(child, i, depth + 1); |
| } |
| |
| // The name of the local variable holding this op. |
| std::string valuePackName; |
| // The symbol for holding the result of this pattern. Note that the result of |
| // this pattern is not necessarily the same as the variable created by this |
| // pattern because we can use `__N` suffix to refer only a specific result if |
| // the generated op is a multi-result op. |
| std::string resultValue; |
| if (tree.getSymbol().empty()) { |
| // No symbol is explicitly bound to this op in the pattern. Generate a |
| // unique name. |
| valuePackName = resultValue = getUniqueSymbol(&resultOp); |
| } else { |
| resultValue = std::string(tree.getSymbol()); |
| // Strip the index to get the name for the value pack and use it to name the |
| // local variable for the op. |
| valuePackName = std::string(SymbolInfoMap::getValuePackName(resultValue)); |
| } |
| |
| // Create the local variable for this op. |
| os << formatv("{0} {1};\n{{\n", resultOp.getQualCppClassName(), |
| valuePackName); |
| |
| // Right now ODS don't have general type inference support. Except a few |
| // special cases listed below, DRR needs to supply types for all results |
| // when building an op. |
| bool isSameOperandsAndResultType = |
| resultOp.getTrait("::mlir::OpTrait::SameOperandsAndResultType"); |
| bool useFirstAttr = |
| resultOp.getTrait("::mlir::OpTrait::FirstAttrDerivedResultType"); |
| |
| if (isSameOperandsAndResultType || useFirstAttr) { |
| // We know how to deduce the result type for ops with these traits and we've |
| // generated builders taking aggregate parameters. Use those builders to |
| // create the ops. |
| |
| // First prepare local variables for op arguments used in builder call. |
| createAggregateLocalVarsForOpArgs(tree, childNodeNames, depth); |
| |
| // Then create the op. |
| os.scope("", "\n}\n").os << formatv( |
| "{0} = rewriter.create<{1}>({2}, tblgen_values, tblgen_attrs);", |
| valuePackName, resultOp.getQualCppClassName(), locToUse); |
| return resultValue; |
| } |
| |
| bool usePartialResults = valuePackName != resultValue; |
| |
| if (usePartialResults || depth > 0 || resultIndex < 0) { |
| // For these cases (broadcastable ops, op results used both as auxiliary |
| // values and replacement values, ops in nested patterns, auxiliary ops), we |
| // still need to supply the result types when building the op. But because |
| // we don't generate a builder automatically with ODS for them, it's the |
| // developer's responsibility to make sure such a builder (with result type |
| // deduction ability) exists. We go through the separate-parameter builder |
| // here given that it's easier for developers to write compared to |
| // aggregate-parameter builders. |
| createSeparateLocalVarsForOpArgs(tree, childNodeNames); |
| |
| os.scope().os << formatv("{0} = rewriter.create<{1}>({2}", valuePackName, |
| resultOp.getQualCppClassName(), locToUse); |
| supplyValuesForOpArgs(tree, childNodeNames, depth); |
| os << "\n );\n}\n"; |
| return resultValue; |
| } |
| |
| // If depth == 0 and resultIndex >= 0, it means we are replacing the values |
| // generated from the source pattern root op. Then we can use the source |
| // pattern's value types to determine the value type of the generated op |
| // here. |
| |
| // First prepare local variables for op arguments used in builder call. |
| createAggregateLocalVarsForOpArgs(tree, childNodeNames, depth); |
| |
| // Then prepare the result types. We need to specify the types for all |
| // results. |
| os.indent() << formatv("::mlir::SmallVector<::mlir::Type, 4> tblgen_types; " |
| "(void)tblgen_types;\n"); |
| int numResults = resultOp.getNumResults(); |
| if (numResults != 0) { |
| for (int i = 0; i < numResults; ++i) |
| os << formatv("for (auto v: castedOp0.getODSResults({0})) {{\n" |
| " tblgen_types.push_back(v.getType());\n}\n", |
| resultIndex + i); |
| } |
| os << formatv("{0} = rewriter.create<{1}>({2}, tblgen_types, " |
| "tblgen_values, tblgen_attrs);\n", |
| valuePackName, resultOp.getQualCppClassName(), locToUse); |
| os.unindent() << "}\n"; |
| return resultValue; |
| } |
| |
| void PatternEmitter::createSeparateLocalVarsForOpArgs( |
| DagNode node, ChildNodeIndexNameMap &childNodeNames) { |
| Operator &resultOp = node.getDialectOp(opMap); |
| |
| // Now prepare operands used for building this op: |
| // * If the operand is non-variadic, we create a `Value` local variable. |
| // * If the operand is variadic, we create a `SmallVector<Value>` local |
| // variable. |
| |
| int valueIndex = 0; // An index for uniquing local variable names. |
| for (int argIndex = 0, e = resultOp.getNumArgs(); argIndex < e; ++argIndex) { |
| const auto *operand = |
| resultOp.getArg(argIndex).dyn_cast<NamedTypeConstraint *>(); |
| // We do not need special handling for attributes. |
| if (!operand) |
| continue; |
| |
| raw_indented_ostream::DelimitedScope scope(os); |
| std::string varName; |
| if (operand->isVariadic()) { |
| varName = std::string(formatv("tblgen_values_{0}", valueIndex++)); |
| os << formatv("::mlir::SmallVector<::mlir::Value, 4> {0};\n", varName); |
| std::string range; |
| if (node.isNestedDagArg(argIndex)) { |
| range = childNodeNames[argIndex]; |
| } else { |
| range = std::string(node.getArgName(argIndex)); |
| } |
| // Resolve the symbol for all range use so that we have a uniform way of |
| // capturing the values. |
| range = symbolInfoMap.getValueAndRangeUse(range); |
| os << formatv("for (auto v: {0}) {{\n {1}.push_back(v);\n}\n", range, |
| varName); |
| } else { |
| varName = std::string(formatv("tblgen_value_{0}", valueIndex++)); |
| os << formatv("::mlir::Value {0} = ", varName); |
| if (node.isNestedDagArg(argIndex)) { |
| os << symbolInfoMap.getValueAndRangeUse(childNodeNames[argIndex]); |
| } else { |
| DagLeaf leaf = node.getArgAsLeaf(argIndex); |
| auto symbol = |
| symbolInfoMap.getValueAndRangeUse(node.getArgName(argIndex)); |
| if (leaf.isNativeCodeCall()) { |
| os << std::string( |
| tgfmt(leaf.getNativeCodeTemplate(), &fmtCtx.withSelf(symbol))); |
| } else { |
| os << symbol; |
| } |
| } |
| os << ";\n"; |
| } |
| |
| // Update to use the newly created local variable for building the op later. |
| childNodeNames[argIndex] = varName; |
| } |
| } |
| |
| void PatternEmitter::supplyValuesForOpArgs( |
| DagNode node, const ChildNodeIndexNameMap &childNodeNames, int depth) { |
| Operator &resultOp = node.getDialectOp(opMap); |
| for (int argIndex = 0, numOpArgs = resultOp.getNumArgs(); |
| argIndex != numOpArgs; ++argIndex) { |
| // Start each argument on its own line. |
| os << ",\n "; |
| |
| Argument opArg = resultOp.getArg(argIndex); |
| // Handle the case of operand first. |
| if (auto *operand = opArg.dyn_cast<NamedTypeConstraint *>()) { |
| if (!operand->name.empty()) |
| os << "/*" << operand->name << "=*/"; |
| os << childNodeNames.lookup(argIndex); |
| continue; |
| } |
| |
| // The argument in the op definition. |
| auto opArgName = resultOp.getArgName(argIndex); |
| if (auto subTree = node.getArgAsNestedDag(argIndex)) { |
| if (!subTree.isNativeCodeCall()) |
| PrintFatalError(loc, "only NativeCodeCall allowed in nested dag node " |
| "for creating attribute"); |
| os << formatv("/*{0}=*/{1}", opArgName, |
| handleReplaceWithNativeCodeCall(subTree, depth)); |
| } else { |
| auto leaf = node.getArgAsLeaf(argIndex); |
| // The argument in the result DAG pattern. |
| auto patArgName = node.getArgName(argIndex); |
| if (leaf.isConstantAttr() || leaf.isEnumAttrCase()) { |
| // TODO: Refactor out into map to avoid recomputing these. |
| if (!opArg.is<NamedAttribute *>()) |
| PrintFatalError(loc, Twine("expected attribute ") + Twine(argIndex)); |
| if (!patArgName.empty()) |
| os << "/*" << patArgName << "=*/"; |
| } else { |
| os << "/*" << opArgName << "=*/"; |
| } |
| os << handleOpArgument(leaf, patArgName); |
| } |
| } |
| } |
| |
| void PatternEmitter::createAggregateLocalVarsForOpArgs( |
| DagNode node, const ChildNodeIndexNameMap &childNodeNames, int depth) { |
| Operator &resultOp = node.getDialectOp(opMap); |
| |
| auto scope = os.scope(); |
| os << formatv("::mlir::SmallVector<::mlir::Value, 4> " |
| "tblgen_values; (void)tblgen_values;\n"); |
| os << formatv("::mlir::SmallVector<::mlir::NamedAttribute, 4> " |
| "tblgen_attrs; (void)tblgen_attrs;\n"); |
| |
| const char *addAttrCmd = |
| "if (auto tmpAttr = {1}) {\n" |
| " tblgen_attrs.emplace_back(rewriter.getIdentifier(\"{0}\"), " |
| "tmpAttr);\n}\n"; |
| for (int argIndex = 0, e = resultOp.getNumArgs(); argIndex < e; ++argIndex) { |
| if (resultOp.getArg(argIndex).is<NamedAttribute *>()) { |
| // The argument in the op definition. |
| auto opArgName = resultOp.getArgName(argIndex); |
| if (auto subTree = node.getArgAsNestedDag(argIndex)) { |
| if (!subTree.isNativeCodeCall()) |
| PrintFatalError(loc, "only NativeCodeCall allowed in nested dag node " |
| "for creating attribute"); |
| os << formatv(addAttrCmd, opArgName, |
| handleReplaceWithNativeCodeCall(subTree, depth + 1)); |
| } else { |
| auto leaf = node.getArgAsLeaf(argIndex); |
| // The argument in the result DAG pattern. |
| auto patArgName = node.getArgName(argIndex); |
| os << formatv(addAttrCmd, opArgName, |
| handleOpArgument(leaf, patArgName)); |
| } |
| continue; |
| } |
| |
| const auto *operand = |
| resultOp.getArg(argIndex).get<NamedTypeConstraint *>(); |
| std::string varName; |
| if (operand->isVariadic()) { |
| std::string range; |
| if (node.isNestedDagArg(argIndex)) { |
| range = childNodeNames.lookup(argIndex); |
| } else { |
| range = std::string(node.getArgName(argIndex)); |
| } |
| // Resolve the symbol for all range use so that we have a uniform way of |
| // capturing the values. |
| range = symbolInfoMap.getValueAndRangeUse(range); |
| os << formatv("for (auto v: {0}) {{\n tblgen_values.push_back(v);\n}\n", |
| range); |
| } else { |
| os << formatv("tblgen_values.push_back("); |
| if (node.isNestedDagArg(argIndex)) { |
| os << symbolInfoMap.getValueAndRangeUse( |
| childNodeNames.lookup(argIndex)); |
| } else { |
| DagLeaf leaf = node.getArgAsLeaf(argIndex); |
| auto symbol = |
| symbolInfoMap.getValueAndRangeUse(node.getArgName(argIndex)); |
| if (leaf.isNativeCodeCall()) { |
| os << std::string( |
| tgfmt(leaf.getNativeCodeTemplate(), &fmtCtx.withSelf(symbol))); |
| } else { |
| os << symbol; |
| } |
| } |
| os << ");\n"; |
| } |
| } |
| } |
| |
| static void emitRewriters(const RecordKeeper &recordKeeper, raw_ostream &os) { |
| emitSourceFileHeader("Rewriters", os); |
| |
| const auto &patterns = recordKeeper.getAllDerivedDefinitions("Pattern"); |
| auto numPatterns = patterns.size(); |
| |
| // We put the map here because it can be shared among multiple patterns. |
| RecordOperatorMap recordOpMap; |
| |
| std::vector<std::string> rewriterNames; |
| rewriterNames.reserve(numPatterns); |
| |
| std::string baseRewriterName = "GeneratedConvert"; |
| int rewriterIndex = 0; |
| |
| for (Record *p : patterns) { |
| std::string name; |
| if (p->isAnonymous()) { |
| // If no name is provided, ensure unique rewriter names simply by |
| // appending unique suffix. |
| name = baseRewriterName + llvm::utostr(rewriterIndex++); |
| } else { |
| name = std::string(p->getName()); |
| } |
| LLVM_DEBUG(llvm::dbgs() |
| << "=== start generating pattern '" << name << "' ===\n"); |
| PatternEmitter(p, &recordOpMap, os).emit(name); |
| LLVM_DEBUG(llvm::dbgs() |
| << "=== done generating pattern '" << name << "' ===\n"); |
| rewriterNames.push_back(std::move(name)); |
| } |
| |
| // Emit function to add the generated matchers to the pattern list. |
| os << "void LLVM_ATTRIBUTE_UNUSED populateWithGenerated(" |
| "::mlir::RewritePatternSet &patterns) {\n"; |
| for (const auto &name : rewriterNames) { |
| os << " patterns.add<" << name << ">(patterns.getContext());\n"; |
| } |
| os << "}\n"; |
| } |
| |
| static mlir::GenRegistration |
| genRewriters("gen-rewriters", "Generate pattern rewriters", |
| [](const RecordKeeper &records, raw_ostream &os) { |
| emitRewriters(records, os); |
| return false; |
| }); |