| // Copyright (c) 2021 Google LLC. | 
 | // | 
 | // 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. | 
 |  | 
 | #ifndef SOURCE_OPT_DATAFLOW_H_ | 
 | #define SOURCE_OPT_DATAFLOW_H_ | 
 |  | 
 | #include <queue> | 
 | #include <unordered_map> | 
 | #include <vector> | 
 |  | 
 | #include "source/opt/instruction.h" | 
 | #include "source/opt/ir_context.h" | 
 |  | 
 | namespace spvtools { | 
 | namespace opt { | 
 |  | 
 | // Generic data-flow analysis. | 
 | // Maintains a worklist of instructions to process and processes them in a | 
 | // specified order. See also ForwardDataFlowAnalysis, which is specialized for | 
 | // forward data-flow analysis. | 
 | class DataFlowAnalysis { | 
 |  public: | 
 |   // The result of a |Visit| operation on an instruction. | 
 |   // This is used to determine when analysis has reached a fixpoint. | 
 |   enum class VisitResult { | 
 |     // The analysis result for this instruction has changed. | 
 |     // This means that any instructions that depend on it (its successors) must | 
 |     // be recomputed. | 
 |     kResultChanged, | 
 |     // The analysis result for this instruction has not changed. | 
 |     // When all visit operations return |kResultFixed|, the analysis has reached | 
 |     // a fixpoint (converged). | 
 |     kResultFixed, | 
 |   }; | 
 |  | 
 |   virtual ~DataFlowAnalysis() {} | 
 |  | 
 |   // Run this analysis on a given function. | 
 |   // For analyses which work interprocedurally, |function| may be ignored. | 
 |   void Run(Function* function); | 
 |  | 
 |  protected: | 
 |   DataFlowAnalysis(IRContext& context) : context_(context) {} | 
 |  | 
 |   // Initialize the worklist for a given function. | 
 |   // |is_first_iteration| is true on the first call to |Run| and false | 
 |   // afterwards. All subsequent runs are only necessary to check if the analysis | 
 |   // has converged; if |EnqueueSuccessors| is complete, |InitializeWorklist| | 
 |   // should do nothing after the first iteration. | 
 |   virtual void InitializeWorklist(Function* function, | 
 |                                   bool is_first_iteration) = 0; | 
 |  | 
 |   // Enqueues the successors (instructions which use the analysis result) of | 
 |   // |inst|. This is not required to be complete, but convergence is faster when | 
 |   // it is. This is called whenever |Visit| returns |kResultChanged|. | 
 |   virtual void EnqueueSuccessors(Instruction* inst) = 0; | 
 |  | 
 |   // Visits the given instruction, recomputing the analysis result. This is | 
 |   // called once per instruction queued in |InitializeWorklist| and afterward | 
 |   // when a predecessor is changed, through |EnqueueSuccessors|. | 
 |   virtual VisitResult Visit(Instruction* inst) = 0; | 
 |  | 
 |   // Enqueues the given instruction to be visited. Ignored if already in the | 
 |   // worklist. | 
 |   bool Enqueue(Instruction* inst); | 
 |  | 
 |   IRContext& context() { return context_; } | 
 |  | 
 |  private: | 
 |   // Runs one pass, calling |InitializeWorklist| and then iterating through the | 
 |   // worklist until all fixed. | 
 |   VisitResult RunOnce(Function* function, bool is_first_iteration); | 
 |  | 
 |   IRContext& context_; | 
 |   std::unordered_map<Instruction*, bool> on_worklist_; | 
 |   // The worklist, which contains the list of instructions to be visited. | 
 |   // | 
 |   // The choice of data structure was influenced by the data in "Iterative | 
 |   // Data-flow Analysis, Revisited" (Cooper et al, 2002). | 
 |   // https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.125.1549&rep=rep1&type=pdf | 
 |   // The paper shows that the overall performance benefit of a priority queue | 
 |   // over a regular queue or stack is relatively small (or negative). | 
 |   // | 
 |   // A queue has the advantage that nodes are visited in the same order they are | 
 |   // enqueued, which relieves the analysis from inserting nodes "backwards", for | 
 |   // example in worklist initialization. Also, as the paper claims that sorting | 
 |   // successors does not improve runtime, we can use a single queue which is | 
 |   // modified during iteration. | 
 |   std::queue<Instruction*> worklist_; | 
 | }; | 
 |  | 
 | // A generic data flow analysis, specialized for forward analysis. | 
 | class ForwardDataFlowAnalysis : public DataFlowAnalysis { | 
 |  public: | 
 |   // Indicates where labels should be in the worklist RPO ordering. | 
 |   enum class LabelPosition { | 
 |     // Labels should be placed at the beginning of their blocks. | 
 |     kLabelsAtBeginning, | 
 |     // Labels should be placed at the end of their blocks. | 
 |     kLabelsAtEnd, | 
 |     // Labels should not be in the worklist. | 
 |     kNoLabels, | 
 |     // Only labels should be placed in the worklist. | 
 |     kLabelsOnly, | 
 |   }; | 
 |  | 
 |   ForwardDataFlowAnalysis(IRContext& context, LabelPosition label_position) | 
 |       : DataFlowAnalysis(context), label_position_(label_position) {} | 
 |  | 
 |  protected: | 
 |   // Initializes the worklist in reverse postorder, regardless of | 
 |   // |is_first_iteration|. Labels are placed according to the label position | 
 |   // specified in the constructor. | 
 |   void InitializeWorklist(Function* function, bool is_first_iteration) override; | 
 |  | 
 |   // Enqueues the users and block successors of the given instruction. | 
 |   // See |EnqueueUsers| and |EnqueueBlockSuccessors|. | 
 |   void EnqueueSuccessors(Instruction* inst) override { | 
 |     EnqueueUsers(inst); | 
 |     EnqueueBlockSuccessors(inst); | 
 |   } | 
 |  | 
 |   // Enqueues the users of the given instruction. | 
 |   void EnqueueUsers(Instruction* inst); | 
 |  | 
 |   // Enqueues the labels of the successors of the block corresponding to the | 
 |   // given label instruction. Does nothing for other instructions. | 
 |   void EnqueueBlockSuccessors(Instruction* inst); | 
 |  | 
 |  private: | 
 |   LabelPosition label_position_; | 
 | }; | 
 |  | 
 | }  // namespace opt | 
 | }  // namespace spvtools | 
 |  | 
 | #endif  // SOURCE_OPT_DATAFLOW_H_ |