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297 lines
11 KiB
297 lines
11 KiB
//===- Verifier.cpp - MLIR Verifier Implementation ------------------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements the verify() methods on the various IR types, performing
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// (potentially expensive) checks on the holistic structure of the code. This
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// can be used for detecting bugs in compiler transformations and hand written
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// .mlir files.
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//
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// The checks in this file are only for things that can occur as part of IR
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// transformations: e.g. violation of dominance information, malformed operation
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// attributes, etc. MLIR supports transformations moving IR through locally
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// invalid states (e.g. unlinking an operation from a block before re-inserting
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// it in a new place), but each transformation must complete with the IR in a
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// valid form.
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//
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// This should not check for things that are always wrong by construction (e.g.
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// attributes or other immutable structures that are incorrect), because those
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// are not mutable and can be checked at time of construction.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/IR/Verifier.h"
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#include "mlir/IR/Attributes.h"
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#include "mlir/IR/Dialect.h"
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#include "mlir/IR/Dominance.h"
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#include "mlir/IR/Operation.h"
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#include "mlir/IR/RegionKindInterface.h"
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#include "llvm/ADT/StringMap.h"
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#include "llvm/Support/FormatVariadic.h"
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#include "llvm/Support/PrettyStackTrace.h"
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#include "llvm/Support/Regex.h"
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using namespace mlir;
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namespace {
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/// This class encapsulates all the state used to verify an operation region.
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class OperationVerifier {
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public:
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explicit OperationVerifier(MLIRContext *ctx) : ctx(ctx) {}
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/// Verify the given operation.
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LogicalResult verify(Operation &op);
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/// Returns the registered dialect for a dialect-specific attribute.
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Dialect *getDialectForAttribute(const NamedAttribute &attr) {
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assert(attr.first.strref().contains('.') && "expected dialect attribute");
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auto dialectNamePair = attr.first.strref().split('.');
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return ctx->getLoadedDialect(dialectNamePair.first);
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}
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private:
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/// Verify the given potentially nested region or block.
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LogicalResult verifyRegion(Region ®ion);
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LogicalResult verifyBlock(Block &block);
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LogicalResult verifyOperation(Operation &op);
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/// Verify the dominance property of operations within the given Region.
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LogicalResult verifyDominance(Region ®ion);
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/// Verify the dominance property of regions contained within the given
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/// Operation.
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LogicalResult verifyDominanceOfContainedRegions(Operation &op);
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/// Emit an error for the given block.
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InFlightDiagnostic emitError(Block &bb, const Twine &message) {
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// Take the location information for the first operation in the block.
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if (!bb.empty())
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return bb.front().emitError(message);
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// Worst case, fall back to using the parent's location.
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return mlir::emitError(bb.getParent()->getLoc(), message);
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}
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/// The current context for the verifier.
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MLIRContext *ctx;
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/// Dominance information for this operation, when checking dominance.
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DominanceInfo *domInfo = nullptr;
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/// Mapping between dialect namespace and if that dialect supports
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/// unregistered operations.
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llvm::StringMap<bool> dialectAllowsUnknownOps;
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};
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} // end anonymous namespace
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/// Verify the given operation.
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LogicalResult OperationVerifier::verify(Operation &op) {
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// Verify the operation first.
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if (failed(verifyOperation(op)))
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return failure();
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// Since everything looks structurally ok to this point, we do a dominance
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// check for any nested regions. We do this as a second pass since malformed
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// CFG's can cause dominator analysis constructure to crash and we want the
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// verifier to be resilient to malformed code.
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DominanceInfo theDomInfo(&op);
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domInfo = &theDomInfo;
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if (failed(verifyDominanceOfContainedRegions(op)))
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return failure();
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domInfo = nullptr;
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return success();
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}
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LogicalResult OperationVerifier::verifyRegion(Region ®ion) {
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if (region.empty())
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return success();
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// Verify the first block has no predecessors.
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auto *firstBB = ®ion.front();
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if (!firstBB->hasNoPredecessors())
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return mlir::emitError(region.getLoc(),
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"entry block of region may not have predecessors");
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// Verify each of the blocks within the region.
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for (Block &block : region)
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if (failed(verifyBlock(block)))
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return failure();
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return success();
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}
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LogicalResult OperationVerifier::verifyBlock(Block &block) {
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for (auto arg : block.getArguments())
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if (arg.getOwner() != &block)
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return emitError(block, "block argument not owned by block");
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// Verify that this block has a terminator.
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if (block.empty())
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return emitError(block, "block with no terminator");
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// Verify the non-terminator operations separately so that we can verify
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// they has no successors.
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for (auto &op : llvm::make_range(block.begin(), std::prev(block.end()))) {
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if (op.getNumSuccessors() != 0)
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return op.emitError(
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"operation with block successors must terminate its parent block");
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if (failed(verifyOperation(op)))
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return failure();
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}
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// Verify the terminator.
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if (failed(verifyOperation(block.back())))
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return failure();
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if (block.back().isKnownNonTerminator())
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return block.back().emitError("block with no terminator");
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// Verify that this block is not branching to a block of a different
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// region.
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for (Block *successor : block.getSuccessors())
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if (successor->getParent() != block.getParent())
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return block.back().emitOpError(
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"branching to block of a different region");
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return success();
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}
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LogicalResult OperationVerifier::verifyOperation(Operation &op) {
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// Check that operands are non-nil and structurally ok.
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for (auto operand : op.getOperands())
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if (!operand)
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return op.emitError("null operand found");
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/// Verify that all of the attributes are okay.
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for (auto attr : op.getAttrs()) {
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// Check for any optional dialect specific attributes.
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if (!attr.first.strref().contains('.'))
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continue;
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if (auto *dialect = getDialectForAttribute(attr))
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if (failed(dialect->verifyOperationAttribute(&op, attr)))
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return failure();
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}
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// If we can get operation info for this, check the custom hook.
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auto *opInfo = op.getAbstractOperation();
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if (opInfo && failed(opInfo->verifyInvariants(&op)))
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return failure();
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auto kindInterface = dyn_cast<mlir::RegionKindInterface>(op);
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// Verify that all child regions are ok.
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unsigned numRegions = op.getNumRegions();
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for (unsigned i = 0; i < numRegions; i++) {
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Region ®ion = op.getRegion(i);
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// Check that Graph Regions only have a single basic block. This is
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// similar to the code in SingleBlockImplicitTerminator, but doesn't
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// require the trait to be specified. This arbitrary limitation is
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// designed to limit the number of cases that have to be handled by
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// transforms and conversions until the concept stabilizes.
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if (op.isRegistered() && kindInterface &&
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kindInterface.getRegionKind(i) == RegionKind::Graph) {
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// Empty regions are fine.
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if (region.empty())
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continue;
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// Non-empty regions must contain a single basic block.
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if (std::next(region.begin()) != region.end())
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return op.emitOpError("expects graph region #")
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<< i << " to have 0 or 1 blocks";
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}
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if (failed(verifyRegion(region)))
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return failure();
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}
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// If this is a registered operation, there is nothing left to do.
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if (opInfo)
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return success();
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// Otherwise, verify that the parent dialect allows un-registered operations.
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auto dialectPrefix = op.getName().getDialect();
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// Check for an existing answer for the operation dialect.
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auto it = dialectAllowsUnknownOps.find(dialectPrefix);
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if (it == dialectAllowsUnknownOps.end()) {
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// If the operation dialect is registered, query it directly.
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if (auto *dialect = ctx->getLoadedDialect(dialectPrefix))
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it = dialectAllowsUnknownOps
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.try_emplace(dialectPrefix, dialect->allowsUnknownOperations())
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.first;
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// Otherwise, unregistered dialects (when allowed by the context)
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// conservatively allow unknown operations.
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else {
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if (!op.getContext()->allowsUnregisteredDialects() && !op.getDialect())
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return op.emitOpError()
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<< "created with unregistered dialect. If this is "
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"intended, please call allowUnregisteredDialects() on the "
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"MLIRContext, or use -allow-unregistered-dialect with "
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"mlir-opt";
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it = dialectAllowsUnknownOps.try_emplace(dialectPrefix, true).first;
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}
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}
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if (!it->second) {
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return op.emitError("unregistered operation '")
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<< op.getName() << "' found in dialect ('" << dialectPrefix
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<< "') that does not allow unknown operations";
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}
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return success();
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}
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LogicalResult OperationVerifier::verifyDominance(Region ®ion) {
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// Verify the dominance of each of the held operations.
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for (Block &block : region) {
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// Dominance is only meaningful inside reachable blocks.
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if (domInfo->isReachableFromEntry(&block))
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for (Operation &op : block)
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// Check that operands properly dominate this use.
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for (unsigned operandNo = 0, e = op.getNumOperands(); operandNo != e;
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++operandNo) {
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auto operand = op.getOperand(operandNo);
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if (domInfo->properlyDominates(operand, &op))
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continue;
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auto diag = op.emitError("operand #")
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<< operandNo << " does not dominate this use";
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if (auto *useOp = operand.getDefiningOp())
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diag.attachNote(useOp->getLoc()) << "operand defined here";
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return failure();
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}
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// Recursively verify dominance within each operation in the
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// block, even if the block itself is not reachable, or we are in
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// a region which doesn't respect dominance.
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for (Operation &op : block)
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if (failed(verifyDominanceOfContainedRegions(op)))
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return failure();
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}
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return success();
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}
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/// Verify the dominance of each of the nested blocks within the given operation
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LogicalResult
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OperationVerifier::verifyDominanceOfContainedRegions(Operation &op) {
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for (Region ®ion : op.getRegions()) {
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if (failed(verifyDominance(region)))
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return failure();
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}
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return success();
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}
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//===----------------------------------------------------------------------===//
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// Entrypoint
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//===----------------------------------------------------------------------===//
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/// Perform (potentially expensive) checks of invariants, used to detect
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/// compiler bugs. On error, this reports the error through the MLIRContext and
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/// returns failure.
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LogicalResult mlir::verify(Operation *op) {
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return OperationVerifier(op->getContext()).verify(*op);
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}
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