Intermediate Representation in Compiler Construction
- 1. Unlocking the Power of IR in Compiler Construction
- 2. Outline: 1.Introduction to IR in Compiler Construction 2.Types of IR 3.Benefits of IR 4.Limitations of IR 5.Conclusion 6.References
- 3. Introduction to IR in Compiler Construction Intermediate Representation (IR) is an important 4th phase of compiler construction. It is a representation of the source code that is easier to process and optimize than the original source code. IR is generated by the frontend of a compiler. It is a language-independent representation of the source code that can be used by the backend of the compiler to generate the target code for a specific platform.
- 4. IR in Compiler Construction: Source Code Front End IR Middle End IR Back End Target Code
- 5. Properties of IR: Some important IR properties are: • Ease of generation • Ease of manipulation • Procedure size • Freedom of expression • Level of abstraction
- 6. Benefits of IR: Intermediate Representations (IRs) have several benefits in compiler construction. Here are some of the key benefits of using an IR: 1.Machine independence: IRs provide a machine-independent representation of the source code. This allows the compiler to optimize and generate code that is specific to the target machine without having to deal with the complexities of the source language. 2.Simplification of complex constructs: IRs can simplify complex constructs and expressions in the source language. This can help reduce the complexity of the compiler and make it easier to develop, maintain, and debug. 3.Optimization: IRs can be used to apply various optimization techniques to the code, such as dead code elimination, constant folding, and loop unrolling. This can result in faster and more efficient code.
- 7. Benefits of IR: 4.Modularity: The use of an IR can make the compiler more modular and easier to extend. The front-end of the compiler can be designed to generate the IR, while the back-end can be designed to generate code for different target machines. 5.Code generation: This allows the compiler to generate code that is optimized for the target machine, without having to deal with the complexities of the source language. 6.Program analysis: IRs can be used for program analysis, such as detecting errors, checking for security vulnerabilities, and measuring program complexity.
- 8. Types of IR: There are many different types of IR, each designed for a specific purpose. The most common types of IR are: 1.Abstract Syntax Tree (AST) 2.Directed Acyclic Graph(DAG) 3.Static Single Assignment(SSA) 4.Three-Address Code (TAC)
- 9. Abstract Syntax Tree: ASTs are tree-like structures that capture the syntax of a program and provide a basis for analysis and optimization. ASTs are useful for a variety of compiler optimizations, including type checking, data flow analysis, and code generation. They can be used to detect and report syntax errors, to analyze and transform the program to improve its performance, and to generate efficient code for different target machines. Examples: Examples of ASTs range from simple arithmetic expressions to complex control-flow and data-flow graphs. 1. (a * b) + (c - d) 2. 4 * 7 + 3
- 10. Directed Acyclic Graph : The Directed Acyclic Graph (DAG) is used to represent the structure of basic blocks, to visualize the flow of values between basic blocks, and to provide optimization techniques in the basic block. To apply an optimization technique to a basic block, a DAG is a three-address code that is generated as the result of an intermediate code generation. •The DAG-based IR represents the program as a directed acyclic graph, where each node in the graph represents an operation, and each edge represents a dependency between operations. •The Directed Acyclic Graph (DAG) facilitates the transformation of basic blocks. •DAG is an efficient method for identifying common sub-expressions. Example: •(b * c) - (b * c)
- 11. Static Single Assignment(SSA) Static Single Assignment (SSA) is a means of structuring the IR (intermediate representation) such that every variable is allotted a value only once and every variable is defined before it’s use. In an SSA-based IR, each assignment statement creates a new variable, and each use of a variable corresponds to a read from that variable. This allows the compiler to perform optimizations such as constant propagation, dead code elimination, and loop-invariant code motion more easily, Examples: Convert the following code segment to SSA form: a = q + d q = b - c q = a * q Convert the following code segment to SSA form: x = y - z s = x + s x = s + p s = z * q s = x * s a = q + d q = b - c q = a * q
- 12. Three Address Code: Three address code (TAC) is a low-level intermediate representation used by compilers to optimize and generate machine code. TAC is typically used to represent complex expressions and statements in a simpler, machine- independent format. It is used to represent operations like if-else, while loop, and switch statements, allowing the compiler to generate optimized code quickly and efficiently. Examples: (b + c) – (c + d) t1= (b + c) t2=(c + d) t3=t1 – t2
- 13. TAC for Control Flow Statement Three address code (TAC) is a low-level intermediate representation used by compilers to optimize and generate machine code. TAC is typically used to represent complex expressions and statements in a simpler, machine-independent format. For control flow statements like switch statements, TAC can be used to represent the various cases and the corresponding code blocks that are executed based on the value of the switch expression.
- 14. TAC for Switch statement: Here is an example of TAC for a switch statement with three cases: t1 = switch_expr if t1 == 1 goto case1 if t1 == 2 goto case2 if t1 == 3 goto case3 goto default_case case1: // code for case 1 goto end_switch case2: // code for case 2 goto end_switch
- 15. TAC for Switch statement: In this example, t1 is a temporary variable used to hold the value of the switch expression. The three if statements compare t1 to the case values, and the appropriate code block is executed if there is a match. If there is no match, the default_case block is executed. Finally, the end_switch block contains any code that should be executed after the switch statement. This TAC representation can be further optimized by the compiler to eliminate redundant checks and to generate more efficient machine code.
- 16. Limitations of IR: While Intermediate Representations (IRs) offer several advantages in compiler construction, they also have some limitations. Here are some of the limitations of IRs: 1.Limited expressiveness: The expressiveness of an IR is limited by its design and purpose. 2.Increased complexity: A complex IR may require additional data structures and algorithms to represent and manipulate the code, which can make the compiler harder to understand, develop, and maintain.
- 17. Limitations of IR: 3.Performance overhead: The additional parsing and translation steps required to convert the source code into an IR can slow down the compilation process and increase the memory usage of the compiler. 4.Debugging difficulties: The IR may not be easily understandable or traceable, making it harder to identify and fix errors in the code. 5.Portability issues: The portability of an IR can be a concern, as different compilers may use different IRs, making it harder to share code between different compilers or platforms.
- 18. References: Compiler Construction. (n.d.). In Wikipedia. Retrieved July 6, 2020, from https://en.wikipedia.org/wiki/Compiler_construction Intermediate Representation. (n.d.). In Wikipedia. Retrieved July 6, 2020, from https://en.wikipedia.org/wiki/Intermediate_representation https://www.geeksforgeeks.org