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| author | Cliff Click <cliffc@acm.org> | 2023-10-20 15:21:08 -0700 |
|---|---|---|
| committer | Cliff Click <cliffc@acm.org> | 2026-09-29 12:34:58 -0700 |
| commit | b9cc14c18586ad244e562648da7b361de3a19e3e (patch) | |
| tree | bffd5f0af58f015530b8bb5e9dfb1f10aeaba44c /docs/chapter04 | |
| parent | d9ec7e41f48575d4368794f60c99b16ac8a0bdc5 (diff) | |
| download | Simple-b9cc14c18586ad244e562648da7b361de3a19e3e.tar.gz Simple-b9cc14c18586ad244e562648da7b361de3a19e3e.zip | |
Chapter 4: External Argument and Comparisons
Co-authored-by: Dibyendu Majumdar <mobile@majumdar.org.uk>
Co-authored-by: Hsiang-Ying Fu <66062782+fuhsnn@users.noreply.github.com>
Co-authored-by: Yichen Yan <oraluben@outlook.com>
Co-authored-by: Thalia Archibald <thalia@archibald.dev>
Co-authored-by: Tamas Hadhazy <helsgithub15@gmail.com>
Co-authored-by: Hels15 <helsgithub15@gmail.com>
Co-authored-by: XmiliaH <45106915+XmiliaH@users.noreply.github.com>
Co-authored-by: Symious <14933944+symious@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: tannal <tannal2409@gmail.com>
Co-authored-by: hadha <helsgithub15@gmail.com>
Co-authored-by: Tamás Hadházy <85063808+Hels15@users.noreply.github.com>
Co-authored-by: RobertObkircher <robert.obkircher@gmail.com>
Diffstat (limited to 'docs/chapter04')
| -rw-r--r-- | docs/chapter04/04-arg1.svg | 84 | ||||
| -rw-r--r-- | docs/chapter04/04-arg2.svg | 80 | ||||
| -rw-r--r-- | docs/chapter04/04-dce1.svg | 100 | ||||
| -rw-r--r-- | docs/chapter04/04-dce2.svg | 59 | ||||
| -rw-r--r-- | docs/chapter04/04-dce3.svg | 116 | ||||
| -rw-r--r-- | docs/chapter04/04-grammar.md | 72 | ||||
| -rw-r--r-- | docs/chapter04/04-post-peephole.gv | 43 | ||||
| -rw-r--r-- | docs/chapter04/04-post-peephole.svg | 108 | ||||
| -rw-r--r-- | docs/chapter04/04-pre-peephole.gv | 47 | ||||
| -rw-r--r-- | docs/chapter04/04-pre-peephole.svg | 134 | ||||
| -rw-r--r-- | docs/chapter04/Makefile | 12 | ||||
| -rw-r--r-- | docs/chapter04/README.md | 434 | ||||
| -rw-r--r-- | docs/chapter04/lattice.gv | 97 | ||||
| -rw-r--r-- | docs/chapter04/lattice.svg | 305 | ||||
| -rw-r--r-- | docs/chapter04/projnode.png | bin | 0 -> 6061 bytes |
15 files changed, 1691 insertions, 0 deletions
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\ No newline at end of file diff --git a/docs/chapter04/04-grammar.md b/docs/chapter04/04-grammar.md new file mode 100644 index 00000000..0600679e --- /dev/null +++ b/docs/chapter04/04-grammar.md @@ -0,0 +1,72 @@ +# Grammar for Chapter 1 + +```antlrv4 +grammar SimpleLanguage; + +program + : statement+ EOF + ; + +statement + : returnStatement + | declStatement + | blockStatment + | expressionStatement + ; + + +expressionStatement + : IDENTIFIER '=' expression ';' + ; + +blockStatement + : '{' statement+ '}' + ; + +declStatement + : 'int' IDENTIFIER '=' expression ';' + ; + +returnStatement + : 'return' expression ';' + ; + +expression + : comparisonExpression + ; + +comparisonExpression + : additiveExpression (('==' | '!='| '>'| '<'| '>='| '<=') additiveExpression)* + ; + +additiveExpression + : multiplicativeExpression (('+' | '-') multiplicativeExpression)* + ; + +multiplicativeExpression + : unaryExpression (('*' | '/') unaryExpression)* + ; + +unaryExpression + : ('-') unaryExpression + | primaryExpression + ; + +primaryExpression + : IDENTIFIER + | INTEGER_LITERAL + | '(' expression ')' + ; + +INTEGER_LITERAL + : [1-9][0-9]* + | [0] + ; + +IDENTIFIER + : NON_DIGIT (NON_DIGIT | DIGIT)* + ; + +NON_DIGIT: [a-zA-Z_]; +DEC_DIGIT: [0-9]; +``` diff --git a/docs/chapter04/04-post-peephole.gv b/docs/chapter04/04-post-peephole.gv new file mode 100644 index 00000000..b893874f --- /dev/null +++ b/docs/chapter04/04-post-peephole.gv @@ -0,0 +1,43 @@ +digraph chapter04 { +/* +return 1+arg+2; +*/ + rankdir=BT; + ordering="in"; + concentrate="true"; + subgraph cluster_Nodes { + Start2 [ shape=plaintext label=< + <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0" CELLPADDING="4"> + <TR><TD BGCOLOR="yellow">Start</TD></TR> + <TR><TD> + <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0"> + <TR><TD PORT="p0" BGCOLOR="yellow">$ctrl</TD><TD PORT="p1">arg</TD></TR> + </TABLE> + </TD></TR> + </TABLE>> + ]; + Con_10 [ label="#3" ]; + Add11 [ label="+" ]; + Return12 [ shape=box 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font-family="Helvetica,sans-Serif" font-size="8.00">0</text> +</g> +<!-- Return9->Add8 --> +<g id="edge6" class="edge"> +<title>Return9->Add8</title> +<path fill="none" stroke="black" d="M128.55,-52.3C126.55,-60.1 124.13,-69.49 121.9,-78.17"/> +<polygon fill="black" stroke="black" points="118.5,-77.34 119.4,-87.9 125.28,-79.08 118.5,-77.34"/> +<text text-anchor="middle" x="125.55" y="-54.9" font-family="Helvetica,sans-Serif" font-size="8.00">1</text> +</g> +<!-- Scope1_0 --> +<g id="node7" class="node"> +<title>Scope1_0</title> +<polygon fill="cyan" stroke="transparent" points="218,-167 218,-188 234,-188 234,-167 218,-167"/> +<polygon fill="none" stroke="black" points="218,-167 218,-188 234,-188 234,-167 218,-167"/> +<text text-anchor="start" x="221" y="-173.8" font-family="Times,serif" font-size="14.00">0</text> +<polygon fill="none" stroke="black" points="234,-167 234,-188 274,-188 274,-167 234,-167"/> +<text text-anchor="start" x="237" y="-173.8" font-family="Times,serif" font-size="14.00">$ctrl</text> +<polygon fill="none" stroke="black" points="274,-167 274,-188 305,-188 305,-167 274,-167"/> +<text text-anchor="start" x="277" y="-173.8" font-family="Times,serif" font-size="14.00">arg</text> +</g> +<!-- Scope1_0->Start2 --> +<g id="edge7" class="edge"> +<title>Scope1_0:Scope1_0_arg->Start2:p1</title> +<path fill="none" stroke="cornflowerblue" stroke-dasharray="5,2" d="M290,-189C290,-244.03 239,-250.4 184.25,-250.95"/> +<polygon fill="cornflowerblue" stroke="cornflowerblue" points="183.98,-247.45 174,-251 184.02,-254.45 183.98,-247.45"/> +</g> +<!-- Scope1_1 --> +<g id="node8" class="node"> +<title>Scope1_1</title> +<polygon fill="cyan" stroke="transparent" points="350,-167 350,-188 366,-188 366,-167 350,-167"/> +<polygon fill="none" stroke="black" points="350,-167 350,-188 366,-188 366,-167 350,-167"/> +<text text-anchor="start" x="353" y="-173.8" font-family="Times,serif" font-size="14.00">1</text> +</g> +</g> +</svg> diff --git a/docs/chapter04/Makefile b/docs/chapter04/Makefile new file mode 100644 index 00000000..12659b8f --- /dev/null +++ b/docs/chapter04/Makefile @@ -0,0 +1,12 @@ +GV := $(wildcard *.gv) +SVG := $(patsubst %.gv,%.svg,$(GV)) + +.PHONY: all +all: $(SVG) + +%.svg: %.gv + dot -Tsvg $< > $@ + +.PHONY: clean +clean: + @rm -f $(SVG) diff --git a/docs/chapter04/README.md b/docs/chapter04/README.md new file mode 100644 index 00000000..7891431e --- /dev/null +++ b/docs/chapter04/README.md @@ -0,0 +1,434 @@ +# Chapter 4: External Argument and Comparisons + +# Table of Contents + +1. [Extensions to Intermediate Representation](#extensions-to-intermediate-representation) +2. [Projection Nodes](#projection-nodes) +3. [Visualisation](#visualisation) +5. [Initial values](#initial-values) +6. [When Is Control Not-Null?](#when-is-control-not-null) +5. [Note Regarding Visualizations](#note-regarding-visualizations) +6. [Changes to Type System](#changes-to-type-system) +7. [Tuple Types](#tuple-types) +8. [$ctrl name binding](#ctrl-name-binding) +9. [More Peephole Optimizations](#more-peephole-optimizations) +10. [Peephole Walkthrough](#peephole-walkthrough) +11. [Dead Code Elimination(DCE)](#dead-code-eliminationdce) + +You can also read [this chapter](https://github.com/SeaOfNodes/Simple/tree/linear-chapter04) in a linear Git revision history on the [linear](https://github.com/SeaOfNodes/Simple/tree/linear) branch and [compare](https://github.com/SeaOfNodes/Simple/compare/linear-chapter03...linear-chapter04) it to the previous chapter. + + +In this chapter we extend the language grammar with following features: + +* The program receives a single argument named `arg` of integer type from external environment. +* Expressions support comparison operators. +* We introduce a scope sensitive name binding `$ctrl` for the current incoming + control node. Thus, our Return is no longer hard-wired to Start, instead it + tracks the in scope `$ctrl` binding. + +Here is the [complete language grammar](04-grammar.md) for this chapter. + + + +## Extensions to Intermediate Representation + +In this chapter we add some new nodes and revise some existing nodes. +Following are revised or new nodes + +| Node Name | Type | Description | Inputs | Value | +|-----------|----------------|------------------------------------------------|-----------------------|----------------------------------------------------------------------------| +| MultiNode | Abstract class | A node that has a tuple result | | A tuple | +| Start | Control | Start of function, now a MultiNode | | A tuple with a ctrl token and an `arg` data node | +| Proj | Data / Control | Projection nodes extract values from MultiNode | A MultiNode and index | Result is the extracted value from the input MultiNode at offset index | +| Bool | Data | Represents results of a comparison operator | Two data nodes | Result is a comparison, represented as integer value where 1=true, 0=false | +| Not | Data | Logical not | One data node | Result converts 0 to 1 and vice versa | + +> A `Proj` is a control node when it projects the control slot: `Proj#0` off `Start`. +> Every other projection is a data node. See `ProjNode.isCFG()`. + +Below is our list of Nodes from [Chapter 3](../chapter03/README.md): + +| Node Name | Type | Description | Inputs | Value | +|-----------|--------------|------------------------------------|------------------------------------------------------------------|------------------------------| +| Return | Control | End of function | Predecessor control node, Data node value | Return value of the function | +| Constant | Data | Constants such as integer literals | None, however Start node is set as input to enable graph walking | Value of the constant | +| Add | Data | Add two values | Two data nodes, values are added, order not important | Result of the add operation | +| Sub | Data | Subtract a value from another | Two data nodes, values are subtracted, order matters | Result of the subtract | +| Mul | Data | Multiply two values | Two data nodes, values are multiplied, order not important | Result of the multiply | +| Div | Data | Divide a value by another | Two data nodes, values are divided, order matters | Result of the division | +| Minus | Data | Negate a value | One data node, value is negated | Result of the unary minus | +| Scope | Symbol Table | Represents scopes in the graph | All nodes that define variables | None | + +## Projection Nodes + +We add projection nodes that are used to extract a specific tuple member from a multi-valued node. +Each projection node contains an index of the field to extract from its input node. +Projection nodes allow us to maintain labeled use-def edges as simple Node references. + +In the visuals, projection nodes are shown as rectangular boxes inside the node to which they are attached. + +### Visualisation + + + +In the visual above, the projection nodes have been tagged by the names +associated with the outputs of the Start node. Both MultiNode that contain +Control and Control nodes are yellow. `$ctrl` and `arg` are outputs(users) of +StartNode(`START`) and have their MultiNode as their only input in slot 0. The +`label` has no semantics and is used during debug printing. + +```java +public ProjNode(MultiNode ctrl, int idx, String label) { + super(ctrl); +``` + +```java +_scope.define(ScopeNode.CTRL, new ProjNode(START, 0, ScopeNode.CTRL).peephole()); +_scope.define(ScopeNode.ARG0, new ProjNode(START, 1, ScopeNode.ARG0).peephole()); +``` + +These projection nodes are going to extract the types for `CTRL` and `ARG0` from the `START` MultiNode. +The MultiNode holds the types as a TypeTuple: + +```java +public StartNode(Type[] args) { + super(); + _args = new TypeTuple(args); +``` + +Extracting the types is based on the `_idx`: +```java +return t instanceof TypeTuple tt ? tt._types[_idx] : Type.BOTTOM; +``` + +### Initial values + +An argument is always provided, and defaults to `TypeInteger.BOT`. Individual +tests can (and do) pass in other integer values by calling `new Parser` with +an argument: + +```java +Parser parser = new Parser("return arg; ", TypeInteger.constant(2)); +``` + +The graph: + + + +- `$ctrl` and `arg` are both defined in the outermost symbol table, at lexical depth 0. +- There is an empty global-scope symbol table created at depth 1; in the future + global variables will be defined here. +- There is no line for the scope `$ctrl` because control is dead after the + return. It is manually set to null, which calls `setDef` to kill the node + (and killed nodes are not part of the program and not visualized). + +``` + ctrl(null); // Kill control +``` + +- The `arg` projection node is not included in the cluster because arg is a + constant. The `arg` was originally defined by a ProjNode; but when peephole + is called the computed type is a constant, and the ProjNode gets replaced + with a ConstantNode: + +```java +public final Node peephole( ) { + Type type = _type = compute(); + /* type = {TypeInteger@1527} "2" */ + + // ProjNode is not a constant unlike its type. + if (!(this instanceof ConstantNode) && type.isConstant()) + /* Create Constant(2) */ + return deadCodeElim(new ConstantNode(type).peephole()); + + /* won't get called */ + ... +``` + +If you don't pass an argument you get `TypeInteger.BOT` + +```java + Parser parser = new Parser("return arg; "); + ... + +public Parser(String source) { + this(source, TypeInteger.BOT); +} + +``` + +We clearly see this is not a constant: + +```java +public final static TypeInteger BOT = new TypeInteger(false, 1); + /* _is_con = false */ +``` + +So the `arg` projection node remains in the cluster: + + + + +#### When Is Control Not-Null? + +In later chapters, `$ctrl` will point to other control nodes, such as +`If` and `Region` (and `Loop`), but for now with no other control flow it always gets set to null after a `Return`. + +#### Note Regarding Visualizations + +From this chapter onwards we omit the edges from Constants to Start node, mainly to reduce +clutter and help draw reader's attention to the more important aspects of the graph. + + + +## Changes to Type System + +In [Chapter 2](../chapter02/README.md) we introduced the Type System. + +We have annotated Nodes with Types and the Type annotation serves two purposes: + +* It defines the set of operations allowed on the Node, and +* it defines the set of values the Node takes on. + +We mentioned in [Chapter 2](../chapter02/README.md) that the set of values +associated with a Type at a specific Node can be conveniently represented as a +[lattice](https://en.wikipedia.org/wiki/Lattice_(order)). + +The type itself is identified by the Java class `Type` and subtypes. The type +implementation uses Java classes as convenient to deal with a Types' internal +structure - but the Java classes have no relation to a Type's place in the +lattice. + +In this chapter we extend the Type hierarchy as follows: + +``` +Type (Enhanced - now has Control, and a global Top and Bottom) ++-- TypeInteger (Enhanced - now has Top and Bottom types) ++-- TypeTuple (New - represents multi-valued result) +``` + +Our enhanced Lattice looks like this: + + + + +In this chapter we introduce the possibility of a program input variable named +`arg`; all we know about this variable is that it is some integer value, but we +do not know whether it is a constant or not. + +To support the requirements for non-constant integer values, we enhance +`TypeInteger` to allow it to represent `IntTop` and `IntBot` integer types in +addition to the earlier constant value. + +Now that integer values may be constants or non-constants, we need to introduce +the *meet* operator over our lattice. The `meet` operator describes rules that +define the resulting type when we combine integer values. In the lattice +diagram you can start from the two elements being `meet` and follow the +two arrows down the graph to the first point they meet. + +| | IntBot | Con1 | Con2 | IntTop | +|--------|--------|--------|--------|--------| +| IntBot | IntBot | IntBot | IntBot | IntBot | +| Con1 | IntBot | Con1 | IntBot | Con1 | +| IntTop | IntBot | Con1 | Con2 | IntTop | + +In the table above `Con1` and `Con2` represent two distinct integer values, and serve to explain the rules below. + +* The `meet` of `IntTop` with any integer constant is that constant. +* The `meet` of `IntBot` with any integer value is `IntBot`. +* The `meet` of any integer with itself is that integer. +* The `meet` of two unrelated integer constants is `IntBot`. + +Currently, all our integer valued nodes are either a constant or a `IntBot` integer type. +When we start optimizing loops, we will start seeing `IntTop` values. + + +### Tuple Types + +Tuple types need a little more explaination: they are a fixed-size grouping of +types; literally a `Type[]`. Tuples represent a collection of otherwise +unrelated types, and come from `MultiNode`s. `ProjNode`s will take the +appropriate `Type` array element out of a Tuple. The `StartNode` now produces +a 2-element `TypeTuple` with control and the type of `arg`: `[ctrl, TypeInteger.INTBOT]` + +The lattice `meet` operator on Tuples is done element by element; each array +element recursively calls `meet`. Tuples of mixed sizes are a internal +compiler error, and the `meet` uses Bottom for them. + + +## `$ctrl` name binding + +In previous chapters, we had a hard coded control input edge from Start to +Return. In this chapter we no longer have such a hard-wired edge. Instead, we +track the current in-scope control node via the name `$ctrl`. This means that +when we need to create an edge to the predecessor control node, we simply look +up this name in the current scope. + +This introduces the idea that the control flow subgraph is a Petri net model.[^1] +The control token moves virtually from node to node as execution proceeds. The +initial control token is in Start, it then moves via the Proj node to Return. +In later chapters we will see how the token moves across branches. + + +## More Peephole Optimizations + +Now that we have non-constant integer values, we can do additional +optimizations, rearranging algebraic expressions to enable constant +folding. For example: + +``` +return 1 + arg + 2; +``` + +We would expect the compiler to output `arg+3` here, but as it stands what we get is: + + + +We need to perform some algebraic simplifications to enable better outcome. For +example, we need to rearrange the expression as follows: + +``` +arg + (1 + 2) +``` + +This then enables constant folding and the final outcome is shown below. By +canonicalizing expressions we fold common addressing math constants, remove +algebraic identities and generally simplify the code. + + + +Here is a list of peepholes introduced in this Chapter, more will be introduced in later chapters: + +| Before | After | Description | +|-----------------------|-----------------------|------------------------------------------------| +| (arg + 0 ) | arg | Add of zero identity | +| (arg - 0 ) | arg | Sub of zero identity | +| (arg * 1 ) | arg | Multiple of one identity | +| (con + arg) | (arg + con) | Move constants to right, to encourage folding | +| (con * arg) | (arg * con) | Move constants to right, to encourage folding | +| (con1 + (arg + con2)) | (arg + (con1 + con2)) | Move constants to right, to encourage folding | +| ((arg1 + con) + arg2) | ((arg1 + arg2) + con) | Move constants to right, to encourage folding | +| (arg + arg) | (arg * 2) | Sum-of-products form | +| (arg - arg) | 0 | Sub of same is 0 +| (0 - arg) | (-arg) | Sub from 0 is negation +| (arg1 - (-arg2)) | (arg1 + arg2) | Sub of negation is add +| ((-arg1) - arg2) | -(arg1 + arg2) | Sub from negation is negation of sum +| (con / 1) | con | Division by one +| (arg == arg) | 1 | Compare of same +| (arg != arg) | 0 | Compare of same +| (arg < arg) | 0 | Compare of same +| (arg > arg) | 0 | Compare of same +| (arg <= arg) | 1 | Compare of same +| (arg >= arg) | 1 | Compare of same + + +## Peephole Walkthrough + +The peephole optimizations introduced in this chapter are local. They are triggered during parsing +as new nodes are created, before the newly created node has any uses. + +For example, when we parse a unary expression, and create a Node for the parsed expression, +`peephole()` is invoked on the newly created `MinusNode`: + +```java +private Node parseUnary() { + if (match("-")) return new MinusNode(parseUnary()).peephole(); + return parsePrimary(); +} +``` + +As another example, here is the parsing of comparison operators, also introduced in this chapter: + +```java +private Node parseComparison() { + var lhs = parseAddition(); + if (match("==")) return new BoolNode.EQNode(lhs, parseComparison()).peephole(); + if (match("!=")) return new BoolNode.NENode(lhs, parseComparison()).peephole(); + if (match("<=")) return new BoolNode.LENode(lhs, parseComparison()).peephole(); + if (match("<" )) return new BoolNode.LTNode(lhs, parseComparison()).peephole(); + if (match(">=")) return new BoolNode.GENode(lhs, parseComparison()).peephole(); + if (match(">" )) return new BoolNode.GTNode(lhs, parseComparison()).peephole(); + return lhs; +} +``` + +The implementation of `peephole()` is in the main `Node` class, and is thus shared +by all subclasses of `Node`. + +```java +public final Node peephole( ) { + // Compute initial or improved Type + Type type = _type = compute(); + + // Replace constant computations from non-constants with a constant node + if (!(this instanceof ConstantNode) && type.isConstant()) + return deadCodeElim(new ConstantNode(type).peephole()); + + // Ask each node for a better replacement + Node n = idealize(); + if( n != null ) // Something changed + // Recursively optimize + return deadCodeElim(n.peephole()); + + return this; // No progress +} +``` + +The peephole method does following: + +- Compute a Type for the node. +- If the Type is a Constant and the node is not a ConstantNode, replace with a + ConstantNode, recursively invoking peephole on the new constant. +- Otherwise, ask the Node for a better replacement via a call to `idealize()`. + The "better replacement" is things like `(1+2)` becomes `3` and `1+(x+2))` + becomes `(x+(1+2))`. +- - Each Node subtype is responsible for deciding what the `idealize()` step + should do. If there is a better replacement then the node returns a non + `null` value. +- - If we see a non `null` value, something changed, so we invoke `peephole()` + again and then also run dead code elimination on the (now dead and replaced) + `this` node. + +`peephole()` calls `deadCodeElim()` which is shown below. + + +## Dead Code Elimination(DCE) + +We call `kill` every time a Node makes the 1-user-to-0-users transition during +graph editing. This commonly happens when replacing via peeps and exiting +scopes. This recursive `kill` amounts to Dead Code Elimination in many other +compilers; here we call it in a very fine-grained way. Many Nodes will be +created by the parser, only to be killed before the very next lexeme is parsed. + +For more information please read the [appendix section](appendix/dce.md#appendix) on dead code elimination. + +The suggestively called `deadCodeElim` function is a thin wrapper over `kill` +used by `peepholeOpt` to avoid prematurely killing a Node which only briefly +makes the 1->0 users transition. + +```java +// m is the new Node, self is the old. +// Return 'm', which may have zero uses but is alive nonetheless. +// If self has zero uses (and is not 'm'), {@link #kill} self. +private Node deadCodeElim(Node m) { + // If self is going dead and not being returned here (Nodes returned + // from peephole commonly have no uses (yet)), then kill self. + if( m != this && isUnused() ) { + // Killing self - and since self recursively kills self's inputs we + // might end up killing 'm', which we are returning as a live Node. + // So we add a bogus extra null output edge to stop kill(). + m.addUse(null); // Add bogus null use to keep m alive + kill(); // Kill self because replacing with 'm' + m.delUse(null); // Remove bogus null. + } + return m; +} +``` + +Note the temporary add of a bogus user to the Node `m`. The reason this is +done is that we know `m` is the new replacement and is alive, but since it is +not yet hooked into the graph, it has no users yet. By adding a bogus user we +prevent it being mistaken for dead and being killed. + +[^1]: Click, C. (1995). + Combining Analyses, Combining Optimizations, 131. diff --git a/docs/chapter04/lattice.gv b/docs/chapter04/lattice.gv new file mode 100644 index 00000000..6efef107 --- /dev/null +++ b/docs/chapter04/lattice.gv @@ -0,0 +1,97 @@ +digraph Lattice { + compound = true; + // Define nodes + splines=false; + node [shape=circle, style=filled]; + nodesep=0.6; + + TOP [label=<<B>⊤</B >>, fillcolor=black, fontcolor=white]; + BOT [label=<<B>⊥</B>>, fillcolor=black, fontcolor=white]; + + // ---------------------- + // Control + CTRL [label="ctrl", fillcolor=yellow, shape=oval]; + + TOP -> CTRL; + CTRL -> BOT; + + // ---------------------- + // Integers + INT_TOP [label=<<B>⊤</B >:int>, fillcolor=lightblue, shape=oval]; + INT_BOT [label=<<B>⊥</B>:int>, fillcolor=lightblue, shape=oval]; + + INT_MIN [label="-n" , fillcolor=lightblue]; + INT_MINDOTS [label="...", fillcolor=lightblue shape=oval]; + INT_MINUS [label="-1" , fillcolor=lightblue]; + INT_ZERO [label="0" , fillcolor=lightblue]; + INT_PLUS [label="1" , fillcolor=lightblue]; + INT_MAXDOTS [label="...", fillcolor=lightblue, shape=oval]; + INT_MAX [label="+n" , fillcolor=lightblue]; + + TOP -> INT_TOP; + INT_TOP -> INT_MIN; + INT_TOP -> INT_MINDOTS; + INT_TOP -> INT_MINUS; + INT_TOP -> INT_ZERO; + INT_TOP -> INT_PLUS; + INT_TOP -> INT_MAXDOTS; + INT_TOP -> INT_MAX; + INT_MIN -> INT_BOT; + INT_MINDOTS -> INT_BOT; + INT_MINUS -> INT_BOT; + INT_ZERO -> INT_BOT; + INT_PLUS -> INT_BOT; + INT_MAXDOTS -> INT_BOT; + INT_MAX -> INT_BOT; + INT_BOT -> BOT; + + INT_MIN -> INT_MINDOTS -> INT_MINUS -> INT_ZERO -> INT_PLUS -> INT_MAXDOTS -> INT_MAX [style=invis]; + + // ---------------------- + // Tuples + + TUPLE_TOP [label=<<B>⊤</B >:tuple>, fillcolor=pink, shape=oval]; + TUPLE_BOT [label=<<B>⊥</B>:tuple>, fillcolor=pink, shape=oval]; + + TUPLE1 [shape=none, fillcolor=none, label=< + <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0"> + <TH><TD BGCOLOR="pink">tuple</TD></TH> + <TR><TD BGCOLOR="black" ><FONT color="white">type</FONT></TD></TR> + </TABLE> + >]; + TUPLE2 [shape=none, fillcolor=none, label=< + <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0"> + <TH><TD BGCOLOR="pink">tuple</TD></TH> + <TR><TD BGCOLOR="black" ><FONT color="white">type</FONT></TD></TR> + <TR><TD BGCOLOR="black" ><FONT color="white">type</FONT></TD></TR> + </TABLE> + >]; + TUPLEN [shape=none, fillcolor=none, label=< + <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0"> + <TH><TD BGCOLOR="pink">tuple</TD></TH> + <TR><TD BGCOLOR="black" ><FONT color="white">type</FONT></TD></TR> + <TR><TD BGCOLOR="black" ><FONT color="white">...</FONT></TD></TR> + <TR><TD BGCOLOR="black" ><FONT color="white">type</FONT></TD></TR> + </TABLE> + >]; + + + TOP -> TUPLE_TOP; + TUPLE_TOP -> TUPLE1; + TUPLE_TOP -> TUPLE2; + TUPLE_TOP -> TUPLEN; + TUPLE1 -> TUPLE_BOT; + TUPLE2 -> TUPLE_BOT; + TUPLEN -> TUPLE_BOT; + TUPLE_BOT -> BOT; + + // Additional customization + {rank=same; TOP} + {rank=same; INT_TOP; TUPLE_TOP} + {rank=same; + CTRL; + INT_MIN; INT_MINDOTS; INT_MINUS; INT_ZERO; INT_PLUS; INT_MAXDOTS; INT_MAX; + } + {rank=same; INT_BOT, TUPLE_BOT} + {rank=same; BOT;} +} diff --git a/docs/chapter04/lattice.svg b/docs/chapter04/lattice.svg new file mode 100644 index 00000000..35cb9296 --- /dev/null +++ b/docs/chapter04/lattice.svg @@ -0,0 +1,305 @@ +<?xml version="1.0" encoding="UTF-8" standalone="no"?>
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+<!-- TOP -->
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+</g>
+<!-- CTRL -->
+<g id="node3" class="node">
+<title>CTRL</title>
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+<text text-anchor="middle" x="27" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">ctrl</text>
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+<!-- TOP->CTRL -->
+<g id="edge1" class="edge">
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+<!-- INT_TOP -->
+<g id="node4" class="node">
+<title>INT_TOP</title>
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+<text text-anchor="start" x="372.88" y="-298.2" font-family="Times New Roman,serif" font-size="14.00">:int</text>
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+<!-- TOP->INT_TOP -->
+<g id="edge3" class="edge">
+<title>TOP->INT_TOP</title>
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+<!-- TUPLE_TOP -->
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+<text text-anchor="start" x="763.5" y="-298.2" font-family="Times New Roman,serif" font-size="14.00">:tuple</text>
+</g>
+<!-- TOP->TUPLE_TOP -->
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+<title>TOP->TUPLE_TOP</title>
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+<polygon fill="black" stroke="black" points="721.57,-315.91 730.77,-310.66 720.3,-309.03 721.57,-315.91"/>
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+<!-- BOT -->
+<g id="node2" class="node">
+<title>BOT</title>
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+<text text-anchor="start" x="366.12" y="-16.7" font-family="Times New Roman,serif" font-weight="bold" font-size="14.00" fill="white">⊥</text>
+</g>
+<!-- CTRL->BOT -->
+<g id="edge2" class="edge">
+<title>CTRL->BOT</title>
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+<polygon fill="black" stroke="black" points="346.26,-39.3 353.55,-31.62 343.06,-33.07 346.26,-39.3"/>
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+<!-- INT_MIN -->
+<g id="node6" class="node">
+<title>INT_MIN</title>
+<ellipse fill="lightblue" stroke="black" cx="116" cy="-199.25" rx="18.6" ry="18.6"/>
+<text text-anchor="middle" x="116" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">-n</text>
+</g>
+<!-- INT_TOP->INT_MIN -->
+<g id="edge4" class="edge">
+<title>INT_TOP->INT_MIN</title>
+<path fill="none" stroke="black" d="M347.36,-290.82C298.27,-271.6 193.98,-230.78 143.94,-211.18"/>
+<polygon fill="black" stroke="black" points="145.28,-207.95 134.69,-207.56 142.73,-214.47 145.28,-207.95"/>
+</g>
+<!-- INT_MINDOTS -->
+<g id="node7" class="node">
+<title>INT_MINDOTS</title>
+<ellipse fill="lightblue" stroke="black" cx="205" cy="-199.25" rx="27" ry="18"/>
+<text text-anchor="middle" x="205" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">...</text>
+</g>
+<!-- INT_TOP->INT_MINDOTS -->
+<g id="edge5" class="edge">
+<title>INT_TOP->INT_MINDOTS</title>
+<path fill="none" stroke="black" d="M352.25,-288.25C322.2,-270.29 267.88,-237.83 234.28,-217.75"/>
+<polygon fill="black" stroke="black" points="236.25,-214.85 225.87,-212.72 232.66,-220.85 236.25,-214.85"/>
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+<!-- INT_MINUS -->
+<g id="node8" class="node">
+<title>INT_MINUS</title>
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+<text text-anchor="middle" x="294" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">-1</text>
+</g>
+<!-- INT_TOP->INT_MINUS -->
+<g id="edge6" class="edge">
+<title>INT_TOP->INT_MINUS</title>
+<path fill="none" stroke="black" d="M361.5,-285.47C348.27,-268.76 327.25,-242.23 312.18,-223.21"/>
+<polygon fill="black" stroke="black" points="315.02,-221.14 306.06,-215.48 309.53,-225.49 315.02,-221.14"/>
+</g>
+<!-- INT_ZERO -->
+<g id="node9" class="node">
+<title>INT_ZERO</title>
+<ellipse fill="lightblue" stroke="black" cx="374" cy="-199.25" rx="18" ry="18"/>
+<text text-anchor="middle" x="374" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">0</text>
+</g>
+<!-- INT_TOP->INT_ZERO -->
+<g id="edge7" class="edge">
+<title>INT_TOP->INT_ZERO</title>
+<path fill="none" stroke="black" d="M374,-284.12C374,-269.02 374,-246.74 374,-228.93"/>
+<polygon fill="black" stroke="black" points="377.5,-228.98 374,-218.98 370.5,-228.98 377.5,-228.98"/>
+</g>
+<!-- INT_PLUS -->
+<g id="node10" class="node">
+<title>INT_PLUS</title>
+<ellipse fill="lightblue" stroke="black" cx="453" cy="-199.25" rx="18" ry="18"/>
+<text text-anchor="middle" x="453" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">1</text>
+</g>
+<!-- INT_TOP->INT_PLUS -->
+<g id="edge8" class="edge">
+<title>INT_TOP->INT_PLUS</title>
+<path fill="none" stroke="black" d="M386.34,-285.47C399.49,-268.67 420.4,-241.93 435.3,-222.88"/>
+<polygon fill="black" stroke="black" points="437.93,-225.2 441.33,-215.17 432.41,-220.89 437.93,-225.2"/>
+</g>
+<!-- INT_MAXDOTS -->
+<g id="node11" class="node">
+<title>INT_MAXDOTS</title>
+<ellipse fill="lightblue" stroke="black" cx="541" cy="-199.25" rx="27" ry="18"/>
+<text text-anchor="middle" x="541" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">...</text>
+</g>
+<!-- INT_TOP->INT_MAXDOTS -->
+<g id="edge9" class="edge">
+<title>INT_TOP->INT_MAXDOTS</title>
+<path fill="none" stroke="black" d="M395.83,-288.04C425.56,-270.07 478.84,-237.84 511.93,-217.83"/>
+<polygon fill="black" stroke="black" points="513.46,-221 520.2,-212.83 509.84,-215.01 513.46,-221"/>
+</g>
+<!-- INT_MAX -->
+<g id="node12" class="node">
+<title>INT_MAX</title>
+<ellipse fill="lightblue" stroke="black" cx="632" cy="-199.25" rx="21.15" ry="21.15"/>
+<text text-anchor="middle" x="632" y="-194.2" font-family="Times New Roman,serif" font-size="14.00">+n</text>
+</g>
+<!-- INT_TOP->INT_MAX -->
+<g id="edge10" class="edge">
+<title>INT_TOP->INT_MAX</title>
+<path fill="none" stroke="black" d="M400.64,-290.82C449,-271.89 550.91,-231.99 601.78,-212.08"/>
+<polygon fill="black" stroke="black" points="602.96,-215.38 610.99,-208.47 600.41,-208.86 602.96,-215.38"/>
+</g>
+<!-- INT_BOT -->
+<g id="node5" class="node">
+<title>INT_BOT</title>
+<ellipse fill="lightblue" stroke="black" cx="374" cy="-96.25" rx="33.95" ry="18"/>
+<text text-anchor="start" x="357.12" y="-92.2" font-family="Times New Roman,serif" font-weight="bold" font-size="14.00">⊥</text>
+<text text-anchor="start" x="372.88" y="-92.2" font-family="Times New Roman,serif" font-size="14.00">:int</text>
+</g>
+<!-- INT_BOT->BOT -->
+<g id="edge18" class="edge">
+<title>INT_BOT->BOT</title>
+<path fill="none" stroke="black" d="M374,-77.92C374,-70.74 374,-62.18 374,-53.95"/>
+<polygon fill="black" stroke="black" points="377.5,-54.22 374,-44.22 370.5,-54.22 377.5,-54.22"/>
+</g>
+<!-- INT_MIN->INT_BOT -->
+<g id="edge11" class="edge">
+<title>INT_MIN->INT_BOT</title>
+<path fill="none" stroke="black" d="M133.33,-191.46C174.74,-175.25 280.22,-133.96 336.8,-111.81"/>
+<polygon fill="black" stroke="black" points="337.98,-115.11 346.02,-108.2 335.43,-108.59 337.98,-115.11"/>
+</g>
+<!-- INT_MIN->INT_MINDOTS -->
+<!-- INT_MINDOTS->INT_BOT -->
+<g id="edge12" class="edge">
+<title>INT_MINDOTS->INT_BOT</title>
+<path fill="none" stroke="black" d="M224.72,-186.46C253.64,-169.18 307.88,-136.76 342.4,-116.13"/>
+<polygon fill="black" stroke="black" points="343.92,-119.3 350.71,-111.17 340.33,-113.29 343.92,-119.3"/>
+</g>
+<!-- INT_MINDOTS->INT_MINUS -->
+<!-- INT_MINUS->INT_BOT -->
+<g id="edge13" class="edge">
+<title>INT_MINUS->INT_BOT</title>
+<path fill="none" stroke="black" d="M305.12,-184.2C317.82,-168.18 338.81,-141.67 354.29,-122.13"/>
+<polygon fill="black" stroke="black" points="356.98,-124.37 360.45,-114.35 351.5,-120.02 356.98,-124.37"/>
+</g>
+<!-- INT_MINUS->INT_ZERO -->
+<!-- INT_ZERO->INT_BOT -->
+<g id="edge14" class="edge">
+<title>INT_ZERO->INT_BOT</title>
+<path fill="none" stroke="black" d="M374,-181.12C374,-166.02 374,-143.74 374,-125.93"/>
+<polygon fill="black" stroke="black" points="377.5,-125.98 374,-115.98 370.5,-125.98 377.5,-125.98"/>
+</g>
+<!-- INT_ZERO->INT_PLUS -->
+<!-- INT_PLUS->INT_BOT -->
+<g id="edge15" class="edge">
+<title>INT_PLUS->INT_BOT</title>
+<path fill="none" stroke="black" d="M442.35,-184.63C429.9,-168.71 409.04,-142.04 393.63,-122.35"/>
+<polygon fill="black" stroke="black" points="396.42,-120.23 387.5,-114.51 390.9,-124.54 396.42,-120.23"/>
+</g>
+<!-- INT_PLUS->INT_MAXDOTS -->
+<!-- INT_MAXDOTS->INT_BOT -->
+<g id="edge16" class="edge">
+<title>INT_MAXDOTS->INT_BOT</title>
+<path fill="none" stroke="black" d="M521.52,-186.46C492.93,-169.18 439.34,-136.76 405.22,-116.13"/>
+<polygon fill="black" stroke="black" points="407.39,-113.35 397.03,-111.17 403.77,-119.34 407.39,-113.35"/>
+</g>
+<!-- INT_MAXDOTS->INT_MAX -->
+<!-- INT_MAX->INT_BOT -->
+<g id="edge17" class="edge">
+<title>INT_MAX->INT_BOT</title>
+<path fill="none" stroke="black" d="M612.61,-190.66C569.87,-173.93 466.96,-133.64 411.28,-111.84"/>
+<polygon fill="black" stroke="black" points="412.8,-108.68 402.21,-108.29 410.25,-115.2 412.8,-108.68"/>
+</g>
+<!-- TUPLE1 -->
+<g id="node15" class="node">
+<title>TUPLE1</title>
+<polygon fill="none" stroke="none" points="750,-225.75 696,-225.75 696,-172.75 750,-172.75 750,-225.75"/>
+<polygon fill="pink" stroke="none" points="706.5,-199.25 706.5,-221.75 739.5,-221.75 739.5,-199.25 706.5,-199.25"/>
+<polygon fill="none" stroke="black" points="706.5,-199.25 706.5,-221.75 739.5,-221.75 739.5,-199.25 706.5,-199.25"/>
+<text text-anchor="start" x="709.5" y="-205.45" font-family="Times New Roman,serif" font-size="14.00">tuple</text>
+<polygon fill="black" stroke="none" points="706.5,-176.75 706.5,-199.25 739.5,-199.25 739.5,-176.75 706.5,-176.75"/>
+<polygon fill="none" stroke="black" points="706.5,-176.75 706.5,-199.25 739.5,-199.25 739.5,-176.75 706.5,-176.75"/>
+<text text-anchor="start" x="711.38" y="-182.95" font-family="Times New Roman,serif" font-size="14.00" fill="white">type</text>
+</g>
+<!-- TUPLE_TOP->TUPLE1 -->
+<g id="edge26" class="edge">
+<title>TUPLE_TOP->TUPLE1</title>
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+<!-- TUPLE_BOT -->
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+<!-- TUPLE_BOT->BOT -->
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diff --git a/docs/chapter04/projnode.png b/docs/chapter04/projnode.png Binary files differnew file mode 100644 index 00000000..bf7493f2 --- /dev/null +++ b/docs/chapter04/projnode.png |
