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-rw-r--r--chapter10/Makefile98
-rw-r--r--chapter10/README.md284
-rw-r--r--chapter10/docs/10-grammar.md128
-rw-r--r--chapter10/docs/build-graphs.sh3
-rw-r--r--chapter10/docs/example1.drawio234
-rw-r--r--chapter10/docs/example1.gv84
-rw-r--r--chapter10/docs/example1.svg321
-rw-r--r--chapter10/docs/lattice.drawio379
-rw-r--r--chapter10/docs/lattice.gv122
-rw-r--r--chapter10/docs/lattice.svg460
-rw-r--r--chapter10/pom.xml14
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/GraphEvaluator.java181
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/GraphVisualizer.java269
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/IRPrinter.java188
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/IterPeeps.java204
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/Parser.java825
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/Utils.java58
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/AddNode.java174
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/BoolNode.java75
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/CastNode.java38
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/ConstantNode.java58
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/DivNode.java38
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/IfNode.java62
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/LoadNode.java43
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/LoopNode.java29
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/MemOpNode.java41
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/MinusNode.java30
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/MulNode.java57
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/MultiNode.java14
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/NewNode.java40
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/Node.java623
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/NotNode.java44
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/PhiNode.java156
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/ProjNode.java62
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/RegionNode.java117
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/ReturnNode.java55
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/ScopeNode.java296
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/StartNode.java70
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/StopNode.java65
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/StoreNode.java46
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/node/SubNode.java42
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/Field.java96
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/Type.java191
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/TypeInteger.java101
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/TypeMem.java64
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/TypeMemPtr.java78
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/TypeStruct.java123
-rw-r--r--chapter10/src/main/java/com/seaofnodes/simple/type/TypeTuple.java88
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter01Test.java50
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter02Test.java99
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter03Test.java70
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter04Test.java130
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter05Test.java225
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter06Test.java296
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter07Test.java243
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter08Test.java211
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter09Test.java300
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/Chapter10Test.java363
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/FuzzerWrap.java35
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/TypeTest.java145
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Fuzzer.java173
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/fuzzer/FuzzerUtils.java140
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Reducer.java176
-rw-r--r--chapter10/src/test/java/com/seaofnodes/simple/fuzzer/ScriptGenerator.java792
64 files changed, 10316 insertions, 0 deletions
diff --git a/chapter10/Makefile b/chapter10/Makefile
new file mode 100644
index 00000000..c7724bc7
--- /dev/null
+++ b/chapter10/Makefile
@@ -0,0 +1,98 @@
+SHELL := /bin/bash
+.DELETE_ON_ERROR:
+
+# for printing variable values
+# usage: make print-VARIABLE
+# > VARIABLE = value_of_variable
+print-% : ; @echo $* = $($*)
+
+# literal space
+space := $() $()
+
+# Decide OS-specific questions
+# jar-file seperator
+ifeq ($(OS),Windows_NT)
+ SEP = ;
+else
+ SEP = :
+endif
+# Find a reasonable ctags.
+CTAGS = $(shell which ctags)
+# Hack for MacOS: /usr/bin/ctags is unfriendly, so look for ctags from brew
+ifeq ($(UNAME),Darwin)
+ CTAGS = $(shell brew list ctags 2> /dev/null | grep bin/ctags)
+endif
+
+# Fun Args to javac. Mostly limit to java8 source definitions, and fairly
+# aggressive lint warnings.
+JAVAC_ARGS = -g
+
+# Source code
+SIMPLE := com/seaofnodes/simple
+SRC := src/main/java
+TST := src/test/java
+CLZDIR:= build/classes
+main_javas := $(wildcard $(SRC)/$(SIMPLE)/*java $(SRC)/$(SIMPLE)/*/*java)
+test_javas := $(wildcard $(TST)/$(SIMPLE)/*java $(TST)/$(SIMPLE)/*/*java)
+main_classes := $(patsubst $(SRC)/%java,$(CLZDIR)/main/%class,$(main_javas))
+test_classes := $(patsubst $(TST)/%java,$(CLZDIR)/test/%class,$(test_javas))
+test_cp := $(patsubst $(TST)/$(SIMPLE)/%.java,com.seaofnodes.simple.%,$(wildcard $(TST)/$(SIMPLE)/*Test.java))
+classes = $(main_classes) $(test_classes)
+# All the libraries
+libs = $(wildcard lib/*jar)
+jars = $(subst $(space),$(SEP),$(libs))
+
+
+default_targets := $(main_classes) $(test_classes)
+# Optionally add ctags to the default target if a reasonable one was found.
+ifneq ($(CTAGS),)
+default_targets += tags
+endif
+
+default: $(default_targets)
+
+# Compile just the out-of-date files
+$(main_classes): build/classes/main/%class: $(SRC)/%java
+ @echo "compiling " $@ " because " $?
+ @[ -d $(CLZDIR)/main ] || mkdir -p $(CLZDIR)/main
+ @javac $(JAVAC_ARGS) -cp "$(CLZDIR)/main$(SEP)$(jars)" -sourcepath $(SRC) -d $(CLZDIR)/main $(main_javas)
+
+$(test_classes): $(CLZDIR)/test/%class: $(TST)/%java $(main_classes)
+ @echo "compiling " $@ " because " $?
+ @[ -d $(CLZDIR)/test ] || mkdir -p $(CLZDIR)/test
+ @javac $(JAVAC_ARGS) -cp "$(CLZDIR)/test$(SEP)$(CLZDIR)/main$(SEP)$(jars)" -sourcepath $(TST) -d $(CLZDIR)/test $(test_javas)
+
+# Base launch line for JVM tests
+JVM=nice java -ea -cp "build/classes/main${SEP}${jars}${SEP}$(CLZDIR)/test"
+
+tests: $(default_targets)
+ @echo "testing " $(test_cp)
+ @$(JVM) org.junit.runner.JUnitCore $(test_cp)
+
+fuzzer: $(default_targets)
+ @echo "fuzzing " $(test_cp)
+ @$(JVM) org.junit.runner.JUnitCore com.seaofnodes.simple.FuzzerWrap
+
+
+.PHONY: clean
+clean:
+ rm -rf build
+ rm -f TAGS
+ (find . -name "*~" -exec rm {} \; 2>/dev/null; exit 0)
+
+# Download libs from maven
+lib: lib/junit-4.12.jar lib/hamcrest-core-1.3.jar
+
+# Jars
+lib/junit-4.12.jar:
+ @[ -d lib ] || mkdir -p lib
+ @(cd lib; wget https://repo1.maven.org/maven2/junit/junit/4.12/junit-4.12.jar)
+
+lib/hamcrest-core-1.3.jar:
+ @[ -d lib ] || mkdir -p lib
+ @(cd lib; wget https://repo1.maven.org/maven2/org/hamcrest/hamcrest-core/1.3/hamcrest-core-1.3.jar)
+
+# Build emacs tags (part of a tasty emacs ide experience)
+tags: $(main_javas) $(test_javas)
+ @rm -f TAGS
+ @$(CTAGS) -e --recurse=yes --extra=+q --fields=+fksaiS $(SRC) $(TST)
diff --git a/chapter10/README.md b/chapter10/README.md
new file mode 100644
index 00000000..c4045513
--- /dev/null
+++ b/chapter10/README.md
@@ -0,0 +1,284 @@
+# Chapter 10
+
+In this chapter:
+
+* We add user defined struct types in the Simple language.
+* We introduce the concept of Memory, Memory Pointers and Aliasing.
+* We add new nodes to represent operations on memory - such as creating new instance of a struct, storing and loading struct fields.
+
+Here is the [complete language grammar](docs/10-grammar.md) for this chapter.
+
+## Memory
+
+In previous chapters, we dealt with scalar values that fit into a single
+machine register. We now introduce aggregate values of `struct` type; these
+have reference semantics and thus do not behave like register values, even if
+the struct would fit into a register. To support values of such a type, we
+need the concept of `Memory`.
+
+The core ideas regarding `Memory` are:
+
+* The program starts and stops with a single `Memory` value that encapsulates
+ the whole of available memory; `Start` produces memory and `Return` consumes
+ memory.
+
+* Each `struct` and field carves up this memory into "alias classes", a unique
+ class for each combination of struct and field.
+
+* Memory in different alias classes *never* aliases; memory in the same alias
+ class *always* aliases. This is sometimes called "equivalence class"
+ aliasing.
+
+* Equivalence class aliasing can be directly represented in the Sea of Nodes,
+ as such we will not use any other side-structure for aliasing. This also
+ means with normal peepholes we can do alias-based optimizations such as
+ load/store bypassing or load forwarding without needing to consult any side
+ structure, or make alias tracking modifications when we alter the graph.
+
+
+### Alias Classes
+
+Aliasing describes a situation in which a data location in memory can be
+accessed through multiple symbolic names (variables) in the program. Modifying
+the data through one name implicitly modifies the values associated with all
+the aliased names.
+
+Data accesses to the same alias class (struct+field) are serialized as defined
+by the source program; data in other classes is allowed to be accessed in
+parallel.
+
+Simple, like Java, is a strongly typed language. Therefore, two variables that
+have incompatible types cannot possibly be names to the same location in
+memory. We can use type information to determine which symbols alias,
+i.e., potentially reference the same location in memory. We
+divide/slice all memory into disjoint alias classes.
+
+We implement the "alias class" as a unique integer ID assigned to each field in
+a struct, where distinct struct types have their own set of ids. Thus, every
+field in every struct type is a new alias class. In later chapters as we
+implement arrays and subtyping, our strategy for assigning alias classes will
+be enhanced.
+
+For background information and overview of type based alias analysis, please
+refer to the paper `Type Based Alias Analysis`.[^1] Our approach is a form of
+TBAA similar to the "FieldTypeDecl" algorithm described in the paper. We do
+not track aliasing by instance of a Struct type.
+
+
+### Implementation of Alias Classes
+
+For example, suppose we have declared two struct types like so:
+
+```
+struct Vec2D { int x; int y; }
+struct Vec3D { int x; int y; int z; }
+```
+
+Then we can imagine assigning following alias class IDs
+
+| Struct type | Field | Alias |
+| ----------- | ----- | ----- |
+| Vec2D | x | 1 |
+| Vec2D | y | 2 |
+| Vec3D | x | 3 |
+| Vec3D | y | 4 |
+| Vec3D | z | 5 |
+
+So at this point we have sliced memory into 5 distinct alias classes.
+Note that the `x` and `y` in `Vec2D` do not alias `x` and `y` in `Vec3D`.
+
+In this chapter we do not have inheritance or sub-typing. But if we had subtyping and `Vec3D`
+was a subtype of `Vec2D` then `x` and `y` would alias and would be given the same alias class.
+
+## Extensions to Intermediate Representation
+
+We add following new Node types to support memory operations:
+
+| Node Name | Type | Description | Inputs | Value |
+|-----------|------|----------------------------------|-----------------------------------------------------------|----------------------------------------|
+| New | Mem | Create ptr to new object | Control, Struct type | Ptr value |
+| Store | Mem | Stores a value in a struct field | Memory slice (aliased by struct+field), Ptr, Field, Value | Memory slice (aliased by struct+field) |
+| Load | Mem | Loads a value from a field | Memory slice (aliased by struct+field), Ptr, Field | Value loaded |
+| Cast | Data | Upcasts a value | Control, Data, type | Upcast value |
+
+
+* New takes the current control as an input so that it is pinned correctly in
+ the control flow. Conceptually the control input is also a proxy for all
+ memory that originates from the Start node.
+
+* Above, "Ptr" refers to the base address of the allocated object. Ptrs can represent different values in loops.
+* A "Memory Slice" represents a slice of memory where all stores and loads alias. Different slices do not alias.
+
+Additionally, the following Node types will be enhanced:
+
+| Node Name | Type | Changes |
+|-----------|---------|------------------------------------------------------------------|
+| Start | Control | Start will produce the initial Memory projections, one per slice |
+| Return | Control | Will merge all memory slices |
+
+## Enhanced Type Lattice
+
+The Type Lattice for Simple has a major revision in this chapter.
+
+![Graph1](./docs/lattice.svg)
+
+Within the Type Lattice, we now have the following type domains:
+
+* Control type - this represents control flow
+* Integer type - Integer values
+* Struct type (new) - Represents user defined struct types, a struct type is allowed to have members of Integer type only in this chapter
+ * `$TOP` represents local Top for struct type; all we know about the type is that it is a struct but, we do not know if it is a specific struct, or all possible structs, etc.
+ * `$BOT` represents local Bottom for struct type; we definitely know the value can take all possible struct types.
+* Pointer type (new) - Represents a pointer to a struct type
+ * `null` is a pointer to non-existent memory object
+ * We use the prefix `*` to mean pointer-to. Thus `*S1` means pointer to `S1`, `*$TOP` means pointer to `$TOP`.
+ * `*void` is a synonym for `*$BOT` - i.e. it represents a Non-Null pointer to all possible struct types, akin to `void *` in C except not null.
+ * `?` suffix represents the union of a pointer to some type and `null`.
+ * `null` pointer evaluates to False and non-null pointers evaluate to True, as in C.
+* Memory (new) - Represents memory and memory slices
+ * `MEM#TOP` - Nothing known about a slice
+ * `#n` - refers to a memory slice
+ * `MEM#BOT` - all of memory
+
+We make use of following operations on the lattice.
+
+* The `meet` operation takes two types and computes the greatest lower bound
+ type. While not true for all lattices, in the our lattice this can be
+ thought of as set union (ORing) of its input types (as sets).
+ * Example, meet of `*S1` and `*S2` results in `*void` - there is no lattice
+ element for exactly both `{*S1,*S2}`, so we drop down to the nearest
+ element containing both (and maybe more), which is `*void*`.
+ * Meet of `*S1` and struct `Null` results in `*S1?`
+ * Meet of `*void` and `Null` results in `*$BOT?`; bear in mind that `*void` is a synonym for `*$BOT`.
+ * Meet of `1` and `2` results in `Int Bot`.
+ * Meet of `#1` and `#2` results in `MEM#BOT`.
+* The `dual` operation is symmetric across the lattice centerline. Types directly on the centerline are their own dual.
+ * Find the corresponding node of the lattice after inverting the lattice.
+ * Thus, dual of `Top` is `Bot`.
+ * The dual of `*$TOP` is `*$BOT?`.
+ * For structs, the dual is obtained by computing the dual of each struct member. Thus, dual of `*S1` is not `*S1?`.
+
+* The `join` operation takes two types and computes the least upper bound type.
+ Similar to `meet` this can thought of as set intersection (ANDing) of its input types.
+ Because our lattice structure is simple, we compute `join` with a well known identity:
+ `JOIN(x,y) === MEET(x.dual,y.dual).dual`
+ * Example, join of `*S1` and `*S2` results in `*$TOP`.
+ * Join of `1` and `2` results in `Int Top`.
+ * Join of `*void` and `Null` results in `*$TOP`.
+
+As we construct the Sea of Nodes graph, we ensure that values stay inside the
+domain they are created in - that is ptr fields will never contain ints
+(obviously)... nor even the generic `TOP` and `BOT`. There are a couple of
+nuances worth highlighting.
+
+* When Phis are created, the initial type of the Phi is based on the declared
+ type of its first input. This is a pessimistic type assignment because we do
+ not yet know what other types will be met.
+
+* When all the inputs of the Phi are known, we start with the local Top of the
+ declared type, and then compute a meet of all the input types. This
+ computation results in a more refined type for the Phi.
+
+## Parser Enhancements
+
+In previous chapters the only available type was Integer. Now, variables can
+be of Integer type or pointer to Struct types. To support this, the Parser now
+tracks the declared type of a variable (used to only be Integer!). The
+declared type of a variable defines the set of values that can be legitimately
+assigned to the variable. The Sea of Nodes graph also tracks the actual type
+of values assigned to variables, these type transitions are defined by the Type
+lattice described in the previous section.
+
+## Null Pointer Analysis
+
+The Simple language syntax allows a pointer variable to be specified as
+Null-able - and it prevents ever throwing a Null Pointer Exception. The
+compiler tries to decide in a null check is needed, and if needed and missing
+the compiler rejects the program (asking the user to insert a null check).
+
+When the Parser encounters conditions that test the truthiness of a pointer variable, it uses this knowledge to refine the type information in the branches that follow.
+
+Here are two motivating examples:
+
+```java
+struct Bar { int a; }
+Bar? bar = new Bar;
+if (arg) bar = null;
+if( bar ) bar.a = 1;
+```
+
+If `bar` is not `null` above, then we would like to allow the assignment to
+`bar.a`. If the final line lacked the null check, e.g. a plain `bar.a = 1;`,
+then `Java` would compile this program but throw a NPE, and Simple rejects the
+program pointing out a null check is required.
+
+
+```java
+struct Bar { int a; }
+Bar? bar = new Bar;
+if (arg) bar = null;
+int rez = 3;
+if( !bar ) rez=4;
+else bar.a = 1;
+```
+
+If `bar` is `null` then we would like `!bar` to evaluate to `true`. In the else
+branch we know `bar` is not null, hence the assignment to `bar.a` should be
+allowed.
+
+To enable this behaviour, we make following enhancements.
+
+* We track the null-ness of a pointer in the Type system, and hence in every
+ Node that ptr type flows through.
+
+* We "wrap" the predicate of an `If` node with an up-cast when we see that the
+ predicate is a ptr value. The up-cast removes the null possibility on the
+ true branch making it legal to use the pointer.
+
+* The up-cast is done using a `Cast` op with the type `*void`. This does a
+ lattice JOIN of the original type and `*void`. This JOIN operation preserves
+ everything we already know about ptr, and also adds the new knowledge that
+ the ptr is not-null.
+
+* The up-cast is represented by the `CastNode` op, and if applicable, we
+ replace all occurrences of the original predicate with the up-cast in the
+ current scope. The change is local to each branch of the `If`; occuring
+ separately for the true and the false branches of the `If` (and the false
+ branch inverts the predicate).
+
+* The up-cast peepholes normally; if its input's type is a super type of the
+ up-cast, then the `CastNode` can be removed. See `ScopeNode.upcast()` method,
+ and `CastNode`.
+
+* When computing a type for Not, we produce an Integer type when its input is a
+ ptr. When the input is a `null` we convert to `1` and when is a not `null`
+ ptr value, we convert to `0`. See `NotNode.compute()`.
+
+
+## Examples
+
+We now look at some examples.
+
+### Example 1
+
+This is a simple example illustrating how loads and stores are ordered based on aliasing.
+
+```java
+struct Vec2D { int x; int y; }
+
+Vec2D v = new Vec2D;
+v.x = 1;
+if (arg)
+ v.y = 2;
+else
+ v.y = 3;
+return v;
+```
+
+The graph from above will have the shape:
+
+![Graph1](./docs/example1.svg)
+
+
+[^1]: Diwan A., McKinley K.S., Moss J.E.B. (1998).
+ Type Based Alias Analysis. \ No newline at end of file
diff --git a/chapter10/docs/10-grammar.md b/chapter10/docs/10-grammar.md
new file mode 100644
index 00000000..cb68df3d
--- /dev/null
+++ b/chapter10/docs/10-grammar.md
@@ -0,0 +1,128 @@
+# Grammar for Chapter 10
+
+```antlrv4
+grammar SimpleLanguage;
+
+program
+ : statement+ EOF
+ ;
+
+statement
+ : returnStatement
+ | structDeclaration
+ | declStatement
+ | blockStatment
+ | expressionStatement
+ | ifStatement
+ | whileStatement
+ | breakStatement
+ | continueStatment
+ | metaStatement
+ ;
+
+field
+ : 'int' IDENTIFIER ';'
+ ;
+
+fields
+ : field+
+ ;
+
+structDeclaration
+ : 'struct' IDENTIFIER '{' fields '}'
+ ;
+
+whileStatement
+ : 'while' '(' expression ')' statement
+ ;
+
+breakStatement
+ : 'break' ';'
+ ;
+
+continueStatement
+ : 'continue' ';'
+ ;
+
+ifStatement
+ : 'if' '(' expression ')' statement ('else' statement)?
+ ;
+
+metaStatement
+ : '#showGraph' ';'
+ ;
+
+expressionStatement
+ : IDENTIFIER '=' expression ';'
+ | fieldExpression '=' expression ';'
+ ;
+
+blockStatement
+ : '{' statement+ '}'
+ ;
+
+structName
+ : IDENTIFIER
+ ;
+
+declStatement
+ : 'int' IDENTIFIER '=' expression ';'
+ | structName IDENTIFIER ('?')? '=' expression ';'
+ ;
+
+returnStatement
+ : 'return' expression ';'
+ ;
+
+expression
+ : comparisonExpression
+ ;
+
+comparisonExpression
+ : additiveExpression (('==' | '!='| '>'| '<'| '>='| '<=') additiveExpression)*
+ ;
+
+additiveExpression
+ : multiplicativeExpression (('+' | '-') multiplicativeExpression)*
+ ;
+
+multiplicativeExpression
+ : unaryExpression (('*' | '/') unaryExpression)*
+ ;
+
+unaryExpression
+ : ('-') unaryExpression
+ | primaryExpression
+ ;
+
+newExpression
+ : 'new' IDENTIFIER
+ ;
+
+fieldExpression
+ : primaryExpresson '.' IDENTIFIER
+ ;
+
+primaryExpression
+ : IDENTIFIER
+ | INTEGER_LITERAL
+ | 'true'
+ | 'false'
+ | 'null'
+ | newExpression
+ | '(' expression ')'
+ | fieldExpression
+ ;
+
+INTEGER_LITERAL
+ : [1-9][0-9]*
+ | [0]
+ ;
+
+IDENTIFIER
+ : NON_DIGIT (NON_DIGIT | DIGIT)*
+ ;
+
+NON_DIGIT: [a-zA-Z_];
+DEC_DIGIT: [0-9];
+``` \ No newline at end of file
diff --git a/chapter10/docs/build-graphs.sh b/chapter10/docs/build-graphs.sh
new file mode 100644
index 00000000..853f50f7
--- /dev/null
+++ b/chapter10/docs/build-graphs.sh
@@ -0,0 +1,3 @@
+dot -Tsvg example1.gv > example1.svg
+dot -Tsvg lattice.gv > lattice.svg
+
diff --git a/chapter10/docs/example1.drawio b/chapter10/docs/example1.drawio
new file mode 100644
index 00000000..b3b408c5
--- /dev/null
+++ b/chapter10/docs/example1.drawio
@@ -0,0 +1,234 @@
+<mxfile host="65bd71144e">
+ <diagram id="pVfa21MziEbxiRWqA5Sa" name="Page-1">
+ <mxGraphModel dx="1780" dy="907" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="0"/>
+ <mxCell id="1" parent="0"/>
+ <mxCell id="2" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="280" y="20" width="160" height="90" as="geometry"/>
+ </mxCell>
+ <mxCell id="3" value="Start" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="280" y="20" width="160" height="40" as="geometry"/>
+ </mxCell>
+ <mxCell id="4" value="$ctrl" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="290" y="70" width="40" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="5" value="arg" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="340" y="70" width="40" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="6" value="Mem" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="390" y="70" width="40" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="8" style="edgeStyle=none;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="7" target="6">
+ <mxGeometry relative="1" as="geometry"/>
+ </mxCell>
+ <mxCell id="7" value="new Vec2D" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="360" y="210" width="100" height="40" as="geometry"/>
+ </mxCell>
+ <mxCell id="9" value="#1" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="1">
+ <mxGeometry x="720" y="200" width="80" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="12" style="edgeStyle=none;html=1;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="10" target="51">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="385" y="270" as="targetPoint"/>
+ <Array as="points">
+ <mxPoint x="550" y="360"/>
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="13" style="edgeStyle=none;html=1;exitX=0.75;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="1" source="10" target="9">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="550" y="230" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="10" value="Store .x" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="650" y="350" width="120" height="60" as="geometry"/>
+ </mxCell>
+ <mxCell id="11" value="alias 1" style="endArrow=classic;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="1" source="10" target="52">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="420" y="290" as="sourcePoint"/>
+ <mxPoint x="470" y="240" as="targetPoint"/>
+ <Array as="points">
+ <mxPoint x="610" y="290"/>
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="14" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="275" y="410" width="90" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="15" value="" style="curved=1;endArrow=classic;html=1;" edge="1" parent="1" source="39" target="5">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="170" y="200" as="sourcePoint"/>
+ <mxPoint x="450" y="370" as="targetPoint"/>
+ <Array as="points"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="16" value="If" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="275" y="410" width="90" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="17" value="T" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="285" y="450" width="30" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="18" value="F" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="325" y="450" width="30" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="19" value="Store .y" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="110" y="430" width="120" height="60" as="geometry"/>
+ </mxCell>
+ <mxCell id="20" value="" style="endArrow=classic;html=1;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="19" target="52">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="170" y="480" as="sourcePoint"/>
+ <mxPoint x="220" y="430" as="targetPoint"/>
+ <Array as="points">
+ <mxPoint x="290" y="360"/>
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="21" value="alias 2" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" vertex="1" connectable="0" parent="20">
+ <mxGeometry x="-0.2147" y="-1" relative="1" as="geometry">
+ <mxPoint x="-15" y="30" as="offset"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="22" value="#2" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="1">
+ <mxGeometry x="60" y="295" width="80" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="23" value="" style="endArrow=classic;html=1;" edge="1" parent="1" source="19" target="22">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="140" y="430" as="sourcePoint"/>
+ <mxPoint x="190" y="380" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="24" value="" style="endArrow=classic;html=1;" edge="1" parent="1" source="19" target="51">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="200" y="430" as="sourcePoint"/>
+ <mxPoint x="380" y="280" as="targetPoint"/>
+ <Array as="points">
+ <mxPoint x="270" y="290"/>
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="29" style="edgeStyle=none;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="25" target="27">
+ <mxGeometry relative="1" as="geometry"/>
+ </mxCell>
+ <mxCell id="25" value="Store .y" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="440" y="490" width="90" height="60" as="geometry"/>
+ </mxCell>
+ <mxCell id="26" value="" style="endArrow=classic;html=1;" edge="1" parent="1" source="25" target="51">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="400" y="420" as="sourcePoint"/>
+ <mxPoint x="430" y="300" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="27" value="#3" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="1">
+ <mxGeometry x="540" y="420" width="80" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="28" value="alias 2" style="endArrow=classic;html=1;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="25" target="52">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="320" y="520" as="sourcePoint"/>
+ <mxPoint x="350" y="450" as="targetPoint"/>
+ <Array as="points">
+ <mxPoint x="480" y="350"/>
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="30" value="Region" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="250" y="600" width="120" height="60" as="geometry"/>
+ </mxCell>
+ <mxCell id="31" value="" style="endArrow=classic;html=1;entryX=0.5;entryY=1;entryDx=0;entryDy=0;exitX=0.392;exitY=-0.064;exitDx=0;exitDy=0;exitPerimeter=0;fillColor=#a20025;strokeColor=#6F0000;" edge="1" parent="1" source="30" target="17">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="265" y="570" as="sourcePoint"/>
+ <mxPoint x="315" y="520" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="32" value="" style="endArrow=classic;html=1;exitX=0.75;exitY=0;exitDx=0;exitDy=0;fillColor=#a20025;strokeColor=#6F0000;" edge="1" parent="1" source="30" target="18">
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+ </mxCell>
+ <mxCell id="35" style="edgeStyle=none;html=1;exitX=1;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="1" source="33" target="30">
+ <mxGeometry relative="1" as="geometry"/>
+ </mxCell>
+ <mxCell id="33" value="phi" style="ellipse;whiteSpace=wrap;html=1;fillColor=#fad7ac;strokeColor=#b46504;fontColor=#0e0101;" vertex="1" parent="1">
+ <mxGeometry x="90" y="540" width="120" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="36" value="" style="endArrow=classic;html=1;" edge="1" parent="1" source="33" target="19">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="170" y="560" as="sourcePoint"/>
+ <mxPoint x="220" y="510" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="37" value="" style="endArrow=classic;html=1;" edge="1" parent="1" source="33" target="25">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="170" y="560" as="sourcePoint"/>
+ <mxPoint x="220" y="510" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="38" value="" style="curved=1;endArrow=classic;html=1;startArrow=none;fillColor=#a20025;strokeColor=#6F0000;" edge="1" parent="1" source="16" target="4">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="295" y="330" as="sourcePoint"/>
+ <mxPoint x="307.14285714285734" y="80" as="targetPoint"/>
+ <Array as="points"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="39" value="==" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="1">
+ <mxGeometry x="130" y="180" width="80" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="41" value="#1" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="1">
+ <mxGeometry x="50" y="60" width="80" height="80" as="geometry"/>
+ </mxCell>
+ <mxCell id="42" value="" style="endArrow=classic;html=1;" edge="1" parent="1" source="39" target="41">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="140" y="150" as="sourcePoint"/>
+ <mxPoint x="190" y="100" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="49" style="edgeStyle=none;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;fontColor=default;fillColor=#e51400;strokeColor=#B20000;" edge="1" parent="1" source="43" target="30">
+ <mxGeometry relative="1" as="geometry"/>
+ </mxCell>
+ <mxCell id="43" value="Return" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#e3c800;fontColor=#000000;strokeColor=#B09500;" vertex="1" parent="1">
+ <mxGeometry x="250" y="850" width="120" height="60" as="geometry"/>
+ </mxCell>
+ <mxCell id="44" value="Merge Mem" style="rounded=0;whiteSpace=wrap;html=1;fontColor=default;" vertex="1" parent="1">
+ <mxGeometry x="365" y="730" width="120" height="60" as="geometry"/>
+ </mxCell>
+ <mxCell id="45" value="" style="endArrow=classic;html=1;fontColor=default;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" target="51">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="410" y="730" as="sourcePoint"/>
+ <mxPoint x="400" y="300" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="46" value="" style="endArrow=classic;html=1;fontColor=default;" edge="1" parent="1" source="44" target="10">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="600" y="680" as="sourcePoint"/>
+ <mxPoint x="650" y="630" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="47" value="" style="endArrow=classic;html=1;fontColor=default;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="44" target="33">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="160" y="800" as="sourcePoint"/>
+ <mxPoint x="210" y="750" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="50" value="" style="endArrow=classic;html=1;fontColor=default;" edge="1" parent="1" source="43" target="44">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="305" y="860" as="sourcePoint"/>
+ <mxPoint x="355" y="810" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="51" value="ptr" style="rounded=0;whiteSpace=wrap;html=1;fontColor=default;" vertex="1" parent="1">
+ <mxGeometry x="365" y="250" width="40" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="52" value="mem" style="rounded=0;whiteSpace=wrap;html=1;fontColor=default;" vertex="1" parent="1">
+ <mxGeometry x="405" y="250" width="40" height="30" as="geometry"/>
+ </mxCell>
+ <mxCell id="55" value="" style="endArrow=classic;html=1;fontColor=default;" edge="1" parent="1" source="16" target="39">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="400" y="490" as="sourcePoint"/>
+ <mxPoint x="450" y="440" as="targetPoint"/>
+ </mxGeometry>
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+</mxfile> \ No newline at end of file
diff --git a/chapter10/docs/example1.gv b/chapter10/docs/example1.gv
new file mode 100644
index 00000000..fcc24154
--- /dev/null
+++ b/chapter10/docs/example1.gv
@@ -0,0 +1,84 @@
+digraph chapter10 {
+/*
+struct Vec2D { int x; int y; }
+
+Vec2D v = new Vec2D;
+v.x = 1;
+if (arg)
+ v.y = 2;
+else
+ v.y = 3;
+return v;
+
+*/
+ rankdir=BT;
+ ordering="in";
+ concentrate="true";
+ compound="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><TD PORT="p2">$Vec2D_x</TD><TD PORT="p3">$Vec2D_y</TD></TR>
+ </TABLE>
+ </TD></TR>
+ </TABLE>>
+ ];
+ Stop3 [ shape=box style=filled fillcolor=yellow label="Stop" ];
+ New8 [ label="new Vec2D" ];
+ Con_9 [ label="#0" ];
+ Store10 [ label="Store" ];
+ Store11 [ label="Store" ];
+ Con_12 [ label="#1" ];
+ Store13 [ label="Store" ];
+ If14 [ shape=plaintext label=<
+ <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0" CELLPADDING="4">
+ <TR><TD BGCOLOR="yellow">If</TD></TR>
+ <TR><TD>
+ <TABLE BORDER="0" CELLBORDER="1" CELLSPACING="0">
+ <TR><TD PORT="p0" BGCOLOR="yellow">True</TD><TD PORT="p1" BGCOLOR="yellow">False</TD></TR>
+ </TABLE>
+ </TD></TR>
+ </TABLE>>
+ ];
+ Con_18 [ label="#2" ];
+ Store19 [ label="Store" ];
+ Con_20 [ label="#3" ];
+ Store21 [ label="Store" ];
+ Region22 [ shape=box style=filled fillcolor=yellow label="Region" ];
+ Phi_Vec2D_y23 [ style=filled fillcolor=lightyellow label="&phi;_$Vec2D_y" ];
+ Return24 [ shape=box style=filled fillcolor=yellow label="Return" ];
+ { rank=same; Region22;Phi_Vec2D_y23;}
+ }
+ edge [ fontname=Helvetica, fontsize=8 ];
+ Stop3 -> Return24[taillabel=0 color=red];
+ New8 -> Start2:p0[taillabel=0 color=green];
+ Store10 -> Start2:p2[taillabel=1];
+ Store10 -> New8[taillabel=2];
+ Store10 -> Con_9[taillabel=3];
+ Store11 -> Start2:p3[taillabel=1];
+ Store11 -> New8[taillabel=2];
+ Store11 -> Con_9[taillabel=3];
+ Store13 -> Store10[taillabel=1];
+ Store13 -> New8[taillabel=2];
+ Store13 -> Con_12[taillabel=3];
+ If14 -> Start2:p0[taillabel=0 color=red];
+ If14 -> Start2:p1[taillabel=1];
+ Store19 -> Store11[taillabel=1];
+ Store19 -> New8[taillabel=2];
+ Store19 -> Con_18[taillabel=3];
+ Store21 -> Store11[taillabel=1];
+ Store21 -> New8[taillabel=2];
+ Store21 -> Con_20[taillabel=3];
+ Region22 -> If14:p0[taillabel=1 color=red];
+ Region22 -> If14:p1[taillabel=2 color=red];
+ Phi_Vec2D_y23 -> Region22 [style=dotted taillabel=0];
+ Phi_Vec2D_y23 -> Store19[taillabel=1];
+ Phi_Vec2D_y23 -> Store21[taillabel=2 constraint=false];
+ Return24 -> Region22[taillabel=0 color=red];
+ Return24 -> New8[taillabel=1];
+ Return24 -> Store13[taillabel=2];
+ Return24 -> Phi_Vec2D_y23[taillabel=3];
+}
diff --git a/chapter10/docs/example1.svg b/chapter10/docs/example1.svg
new file mode 100644
index 00000000..0c2dfa4d
--- /dev/null
+++ b/chapter10/docs/example1.svg
@@ -0,0 +1,321 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.43.0 (0)
+ -->
+<!-- Title: chapter10 Pages: 1 -->
+<svg width="518pt" height="564pt"
+ viewBox="0.00 0.00 518.00 564.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 560)">
+<title>chapter10</title>
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-560 514,-560 514,4 -4,4"/>
+<g id="clust1" class="cluster">
+<title>cluster_Nodes</title>
+<polygon fill="none" stroke="black" points="8,-8 8,-548 502,-548 502,-8 8,-8"/>
+</g>
+<!-- Start2 -->
+<g id="node1" class="node">
+<title>Start2</title>
+<polygon fill="yellow" stroke="transparent" points="212,-511 212,-536 487,-536 487,-511 212,-511"/>
+<polygon fill="none" stroke="black" points="212,-511 212,-536 487,-536 487,-511 212,-511"/>
+<text text-anchor="start" x="331" y="-519.8" font-family="Times,serif" font-size="14.00">Start</text>
+<polygon fill="none" stroke="black" points="212,-480 212,-511 487,-511 487,-480 212,-480"/>
+<polygon fill="yellow" stroke="transparent" points="217,-485 217,-506 257,-506 257,-485 217,-485"/>
+<polygon fill="none" stroke="black" points="217,-485 217,-506 257,-506 257,-485 217,-485"/>
+<text text-anchor="start" x="220" y="-491.8" font-family="Times,serif" font-size="14.00">$ctrl</text>
+<polygon fill="none" stroke="black" points="257,-485 257,-506 288,-506 288,-485 257,-485"/>
+<text text-anchor="start" x="260" y="-491.8" font-family="Times,serif" font-size="14.00">arg</text>
+<polygon fill="none" stroke="black" points="288,-485 288,-506 385,-506 385,-485 288,-485"/>
+<text text-anchor="start" x="291" y="-491.8" font-family="Times,serif" font-size="14.00">$Vector2D_x</text>
+<polygon fill="none" stroke="black" points="385,-485 385,-506 482,-506 482,-485 385,-485"/>
+<text text-anchor="start" x="388" y="-491.8" font-family="Times,serif" font-size="14.00">$Vector2D_y</text>
+</g>
+<!-- Stop3 -->
+<g id="node2" class="node">
+<title>Stop3</title>
+<polygon fill="yellow" stroke="black" points="386,-52 332,-52 332,-16 386,-16 386,-52"/>
+<text text-anchor="middle" x="359" y="-30.3" font-family="Times,serif" font-size="14.00">Stop</text>
+</g>
+<!-- Return24 -->
+<g id="node16" class="node">
+<title>Return24</title>
+<polygon fill="yellow" stroke="black" points="392,-124 326,-124 326,-88 392,-88 392,-124"/>
+<text text-anchor="middle" x="359" y="-102.3" font-family="Times,serif" font-size="14.00">Return</text>
+</g>
+<!-- Stop3&#45;&gt;Return24 -->
+<g id="edge1" class="edge">
+<title>Stop3&#45;&gt;Return24</title>
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+<!-- New8&#45;&gt;Start2 -->
+<g id="edge2" class="edge">
+<title>New8&#45;&gt;Start2:p0</title>
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+<!-- Store10&#45;&gt;Start2 -->
+<g id="edge3" class="edge">
+<title>Store10&#45;&gt;Start2:p2</title>
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+<title>Store10&#45;&gt;New8</title>
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+<!-- Store11&#45;&gt;Start2 -->
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+<!-- Store11&#45;&gt;New8 -->
+<g id="edge7" class="edge">
+<title>Store11&#45;&gt;New8</title>
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+<!-- Store11&#45;&gt;Con_9 -->
+<g id="edge8" class="edge">
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+<text text-anchor="middle" x="43" y="-318.3" font-family="Times,serif" font-size="14.00">#1</text>
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+<ellipse fill="none" stroke="black" cx="146" cy="-250" rx="36.29" ry="18"/>
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+</g>
+<!-- Store13&#45;&gt;New8 -->
+<g id="edge10" class="edge">
+<title>Store13&#45;&gt;New8</title>
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+</g>
+<!-- Store13&#45;&gt;Store10 -->
+<g id="edge9" class="edge">
+<title>Store13&#45;&gt;Store10</title>
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+<!-- Store13&#45;&gt;Con_12 -->
+<g id="edge11" class="edge">
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+<!-- If14&#45;&gt;Start2 -->
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+<!-- If14&#45;&gt;Start2 -->
+<g id="edge13" class="edge">
+<title>If14&#45;&gt;Start2:p1</title>
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+<text text-anchor="middle" x="225" y="-318.3" font-family="Times,serif" font-size="14.00">#2</text>
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+<!-- Store19 -->
+<g id="node11" class="node">
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+<ellipse fill="none" stroke="black" cx="281" cy="-250" rx="36.29" ry="18"/>
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+</g>
+<!-- Store19&#45;&gt;New8 -->
+<g id="edge15" class="edge">
+<title>Store19&#45;&gt;New8</title>
+<path fill="none" stroke="black" d="M277.3,-267.99C271.45,-294.81 260.03,-347.21 253,-379.46"/>
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+<!-- Store19&#45;&gt;Store11 -->
+<g id="edge14" class="edge">
+<title>Store19&#45;&gt;Store11</title>
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+<!-- Store19&#45;&gt;Con_18 -->
+<g id="edge16" class="edge">
+<title>Store19&#45;&gt;Con_18</title>
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+<text text-anchor="middle" x="427" y="-318.3" font-family="Times,serif" font-size="14.00">#3</text>
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+<ellipse fill="none" stroke="black" cx="381" cy="-250" rx="36.29" ry="18"/>
+<text text-anchor="middle" x="381" y="-246.3" font-family="Times,serif" font-size="14.00">Store</text>
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+<!-- Store21&#45;&gt;New8 -->
+<g id="edge18" class="edge">
+<title>Store21&#45;&gt;New8</title>
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+<!-- Store21&#45;&gt;Store11 -->
+<g id="edge17" class="edge">
+<title>Store21&#45;&gt;Store11</title>
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+<g id="edge19" class="edge">
+<title>Store21&#45;&gt;Con_20</title>
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+<!-- Region22&#45;&gt;If14 -->
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+<text text-anchor="middle" x="310" y="-174.3" font-family="Times,serif" font-size="14.00">φ_$Vector2D_y</text>
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+<g id="edge23" class="edge">
+<title>Phi_Vector2D_y23&#45;&gt;Store19</title>
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+<g id="edge24" class="edge">
+<title>Phi_Vector2D_y23&#45;&gt;Store21</title>
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+<g id="edge22" class="edge">
+<title>Phi_Vector2D_y23&#45;&gt;Region22</title>
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+<g id="edge27" class="edge">
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+<g id="edge25" class="edge">
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+</g>
+<!-- Return24&#45;&gt;Phi_Vector2D_y23 -->
+<g id="edge28" class="edge">
+<title>Return24&#45;&gt;Phi_Vector2D_y23</title>
+<path fill="none" stroke="black" d="M346.89,-124.3C341.13,-132.53 334.14,-142.52 327.79,-151.58"/>
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diff --git a/chapter10/docs/lattice.drawio b/chapter10/docs/lattice.drawio
new file mode 100644
index 00000000..cf20e9f3
--- /dev/null
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diff --git a/chapter10/docs/lattice.gv b/chapter10/docs/lattice.gv
new file mode 100644
index 00000000..406a62c3
--- /dev/null
+++ b/chapter10/docs/lattice.gv
@@ -0,0 +1,122 @@
+digraph Lattice {
+ // Define nodes
+ splines=false;
+ node [shape=circle, style=filled, fillcolor=lightblue];
+ nodesep=0.6;
+
+ TOP [label="⊤"];
+ BOT [label="⊥"];
+
+ CTRL [label="Ctrl"];
+ XCTRL [label="~Ctrl"];
+
+ INT_TOP [label="IntTop"];
+ INT_BOT [label="IntBot"];
+
+ INT_MIN [label="-n"];
+ INT_MINDOTS [label="..." shape=none style=none];
+ INT_MINUS [label="-1"];
+ INT_ZERO [label="0"];
+ INT_PLUS [label="1"];
+ INT_MAXDOTS [label="..." shape=none style=none];
+ INT_MAX [label="+n"];
+
+ STRUCT_TOP [label="$TOP"];
+ STRUCT_S1 [label="S1"];
+ STRUCT_S2 [label="S2"];
+ STRUCT_BOT [label="$BOT"]
+
+ PTR_TOP [label="*$TOP"];
+ PTR_NULL [label="null"];
+ PTR_VOIDPTR [label="*void"];
+ PTR_S1 [label="*S1"];
+ PTR_S2 [label="*S2"];
+ PTR_S1OPT [label="*S1?"];
+ PTR_S2OPT [label="*S2?"];
+ PTR_BOT [label="*$BOT?"];
+
+ MEM_TOP [label="MEM#TOP"];
+ MEM_ALIAS1 [label="#1"];
+ MEM_ALIAS2 [label="#2"];
+ MEM_ALIASDOTS [label="..." shape=none style=none];
+ MEM_ALIASN [label="#n"];
+ MEM_BOT [label="MEM#BOT"];
+
+ // Define edges
+ edge [arrowhead=none];
+
+ TOP -> CTRL;
+ CTRL -> XCTRL;
+ XCTRL -> BOT;
+
+ 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];
+
+ TOP -> STRUCT_TOP;
+ STRUCT_TOP -> STRUCT_S1;
+ STRUCT_TOP -> STRUCT_S2;
+ STRUCT_S1 -> STRUCT_BOT;
+ STRUCT_S2 -> STRUCT_BOT;
+ STRUCT_BOT -> BOT;
+
+ TOP -> PTR_TOP;
+ PTR_TOP -> PTR_S1;
+ PTR_TOP -> PTR_S2;
+ PTR_TOP -> PTR_NULL;
+ PTR_TOP -> PTR_VOIDPTR;
+ PTR_NULL -> PTR_BOT;
+ PTR_NULL -> PTR_S1OPT;
+ PTR_NULL -> PTR_S2OPT;
+ PTR_S1 -> PTR_S1OPT;
+ PTR_S1 -> PTR_VOIDPTR;
+ PTR_S2 -> PTR_S2OPT;
+ PTR_S2 -> PTR_VOIDPTR;
+ PTR_VOIDPTR -> PTR_BOT;
+ PTR_S1OPT -> PTR_BOT;
+ PTR_S2OPT -> PTR_BOT;
+ PTR_BOT -> BOT;
+
+ TOP -> MEM_TOP;
+ MEM_TOP -> MEM_ALIAS1;
+ MEM_TOP -> MEM_ALIAS2;
+ MEM_TOP -> MEM_ALIASDOTS;
+ MEM_TOP -> MEM_ALIASN;
+ MEM_ALIAS1 -> MEM_BOT;
+ MEM_ALIAS2 -> MEM_BOT;
+ MEM_ALIASDOTS -> MEM_BOT;
+ MEM_ALIASN -> MEM_BOT;
+ MEM_BOT -> BOT;
+
+ MEM_ALIAS1 -> MEM_ALIAS2 -> MEM_ALIASDOTS -> MEM_ALIASN [style=invis];
+
+ // Additional customization
+ {rank=same; TOP}
+ {rank=same; INT_TOP; CTRL; STRUCT_TOP; PTR_TOP; MEM_TOP;}
+ {rank=same; PTR_S1; PTR_S2;}
+ {rank=same; INT_MIN; INT_MINDOTS;
+ INT_MINUS; INT_ZERO;
+ INT_PLUS; INT_MAXDOTS;
+ INT_MAX; STRUCT_S1; STRUCT_S2;
+ PTR_NULL; PTR_VOIDPTR;
+ MEM_ALIAS1; MEM_ALIAS2;
+ MEM_ALIASDOTS; MEM_ALIASN;}
+ {rank=same; PTR_S1OPT; PTR_S2OPT;}
+ {rank=same; INT_BOT; XCTRL; STRUCT_BOT; PTR_BOT; MEM_BOT;}
+ {rank=same; BOT;}
+} \ No newline at end of file
diff --git a/chapter10/docs/lattice.svg b/chapter10/docs/lattice.svg
new file mode 100644
index 00000000..5ec4bc16
--- /dev/null
+++ b/chapter10/docs/lattice.svg
@@ -0,0 +1,460 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.43.0 (0)
+ -->
+<!-- Title: Lattice Pages: 1 -->
+<svg width="1512pt" height="745pt"
+ viewBox="0.00 0.00 1512.20 745.25" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 741.25)">
+<title>Lattice</title>
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-741.25 1508.2,-741.25 1508.2,4 -4,4"/>
+<!-- TOP -->
+<g id="node1" class="node">
+<title>TOP</title>
+<ellipse fill="lightblue" stroke="black" cx="677.5" cy="-717.76" rx="19.5" ry="19.5"/>
+<text text-anchor="middle" x="677.5" y="-714.06" font-family="Times,serif" font-size="14.00">⊤</text>
+</g>
+<!-- CTRL -->
+<g id="node3" class="node">
+<title>CTRL</title>
+<ellipse fill="lightblue" stroke="black" cx="53.5" cy="-598.56" rx="28.7" ry="28.7"/>
+<text text-anchor="middle" x="53.5" y="-594.86" font-family="Times,serif" font-size="14.00">Ctrl</text>
+</g>
+<!-- TOP&#45;&gt;CTRL -->
+<g id="edge1" class="edge">
+<title>TOP&#45;&gt;CTRL</title>
+<path fill="none" stroke="black" d="M658.48,-713.18C568.82,-696.34 188.15,-624.85 81.42,-604.81"/>
+</g>
+<!-- INT_TOP -->
+<g id="node5" class="node">
+<title>INT_TOP</title>
+<ellipse fill="lightblue" stroke="black" cx="326.5" cy="-598.56" rx="40.09" ry="40.09"/>
+<text text-anchor="middle" x="326.5" y="-594.86" font-family="Times,serif" font-size="14.00">IntTop</text>
+</g>
+<!-- TOP&#45;&gt;INT_TOP -->
+<g id="edge4" class="edge">
+<title>TOP&#45;&gt;INT_TOP</title>
+<path fill="none" stroke="black" d="M659.12,-710.62C604.04,-692.23 439.49,-637.29 364.5,-612.25"/>
+</g>
+<!-- STRUCT_TOP -->
+<g id="node14" class="node">
+<title>STRUCT_TOP</title>
+<ellipse fill="lightblue" stroke="black" cx="677.5" cy="-598.56" rx="36.29" ry="36.29"/>
+<text text-anchor="middle" x="677.5" y="-594.86" font-family="Times,serif" font-size="14.00">$TOP</text>
+</g>
+<!-- TOP&#45;&gt;STRUCT_TOP -->
+<g id="edge26" class="edge">
+<title>TOP&#45;&gt;STRUCT_TOP</title>
+<path fill="none" stroke="black" d="M677.5,-698.19C677.5,-681.28 677.5,-655.85 677.5,-635.05"/>
+</g>
+<!-- PTR_TOP -->
+<g id="node18" class="node">
+<title>PTR_TOP</title>
+<ellipse fill="lightblue" stroke="black" cx="909.5" cy="-598.56" rx="40.09" ry="40.09"/>
+<text text-anchor="middle" x="909.5" y="-594.86" font-family="Times,serif" font-size="14.00">*$TOP</text>
+</g>
+<!-- TOP&#45;&gt;PTR_TOP -->
+<g id="edge32" class="edge">
+<title>TOP&#45;&gt;PTR_TOP</title>
+<path fill="none" stroke="black" d="M694.56,-708.14C732.23,-689.11 823.19,-643.16 873.88,-617.56"/>
+</g>
+<!-- MEM_TOP -->
+<g id="node26" class="node">
+<title>MEM_TOP</title>
+<ellipse fill="lightblue" stroke="black" cx="1289.5" cy="-598.56" rx="63.89" ry="63.89"/>
+<text text-anchor="middle" x="1289.5" y="-594.86" font-family="Times,serif" font-size="14.00">MEM#TOP</text>
+</g>
+<!-- TOP&#45;&gt;MEM_TOP -->
+<g id="edge48" class="edge">
+<title>TOP&#45;&gt;MEM_TOP</title>
+<path fill="none" stroke="black" d="M696.49,-713.12C776.94,-697.71 1091.76,-637.43 1227.1,-611.51"/>
+</g>
+<!-- BOT -->
+<g id="node2" class="node">
+<title>BOT</title>
+<ellipse fill="lightblue" stroke="black" cx="676.5" cy="-19.5" rx="19.5" ry="19.5"/>
+<text text-anchor="middle" x="676.5" y="-15.8" font-family="Times,serif" font-size="14.00">⊥</text>
+</g>
+<!-- XCTRL -->
+<g id="node4" class="node">
+<title>XCTRL</title>
+<ellipse fill="lightblue" stroke="black" cx="49.5" cy="-138.69" rx="36.29" ry="36.29"/>
+<text text-anchor="middle" x="49.5" y="-134.99" font-family="Times,serif" font-size="14.00">~Ctrl</text>
+</g>
+<!-- CTRL&#45;&gt;XCTRL -->
+<g id="edge2" class="edge">
+<title>CTRL&#45;&gt;XCTRL</title>
+<path fill="none" stroke="black" d="M53.25,-569.8C52.55,-489.67 50.59,-264 49.82,-175.22"/>
+</g>
+<!-- XCTRL&#45;&gt;BOT -->
+<g id="edge3" class="edge">
+<title>XCTRL&#45;&gt;BOT</title>
+<path fill="none" stroke="black" d="M85.46,-130.97C202.43,-109.11 569.57,-40.49 657.46,-24.06"/>
+</g>
+<!-- INT_MIN -->
+<g id="node7" class="node">
+<title>INT_MIN</title>
+<ellipse fill="lightblue" stroke="black" cx="19.5" cy="-373.83" rx="19.5" ry="19.5"/>
+<text text-anchor="middle" x="19.5" y="-370.13" font-family="Times,serif" font-size="14.00">&#45;n</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_MIN -->
+<g id="edge5" class="edge">
+<title>INT_TOP&#45;&gt;INT_MIN</title>
+<path fill="none" stroke="black" d="M293.93,-574.72C228.5,-526.83 83.24,-420.49 35.23,-385.35"/>
+</g>
+<!-- INT_MINDOTS -->
+<g id="node8" class="node">
+<title>INT_MINDOTS</title>
+<text text-anchor="middle" x="108.5" y="-370.13" font-family="Times,serif" font-size="14.00">...</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_MINDOTS -->
+<g id="edge6" class="edge">
+<title>INT_TOP&#45;&gt;INT_MINDOTS</title>
+<path fill="none" stroke="black" d="M298,-569.18C252.29,-522.07 163.93,-430.97 126.23,-392.11"/>
+</g>
+<!-- INT_MINUS -->
+<g id="node9" class="node">
+<title>INT_MINUS</title>
+<ellipse fill="lightblue" stroke="black" cx="197.5" cy="-373.83" rx="19.5" ry="19.5"/>
+<text text-anchor="middle" x="197.5" y="-370.13" font-family="Times,serif" font-size="14.00">&#45;1</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_MINUS -->
+<g id="edge7" class="edge">
+<title>INT_TOP&#45;&gt;INT_MINUS</title>
+<path fill="none" stroke="black" d="M306.34,-563.45C278.21,-514.44 228.26,-427.43 207.25,-390.81"/>
+</g>
+<!-- INT_ZERO -->
+<g id="node10" class="node">
+<title>INT_ZERO</title>
+<ellipse fill="lightblue" stroke="black" cx="281.5" cy="-373.83" rx="18" ry="18"/>
+<text text-anchor="middle" x="281.5" y="-370.13" font-family="Times,serif" font-size="14.00">0</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_ZERO -->
+<g id="edge8" class="edge">
+<title>INT_TOP&#45;&gt;INT_ZERO</title>
+<path fill="none" stroke="black" d="M318.56,-558.9C308.69,-509.63 292.28,-427.68 285.08,-391.7"/>
+</g>
+<!-- INT_PLUS -->
+<g id="node11" class="node">
+<title>INT_PLUS</title>
+<ellipse fill="lightblue" stroke="black" cx="360.5" cy="-373.83" rx="18" ry="18"/>
+<text text-anchor="middle" x="360.5" y="-370.13" font-family="Times,serif" font-size="14.00">1</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_PLUS -->
+<g id="edge9" class="edge">
+<title>INT_TOP&#45;&gt;INT_PLUS</title>
+<path fill="none" stroke="black" d="M332.54,-558.64C340,-509.33 352.37,-427.55 357.8,-391.65"/>
+</g>
+<!-- INT_MAXDOTS -->
+<g id="node12" class="node">
+<title>INT_MAXDOTS</title>
+<text text-anchor="middle" x="448.5" y="-370.13" font-family="Times,serif" font-size="14.00">...</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_MAXDOTS -->
+<g id="edge10" class="edge">
+<title>INT_TOP&#45;&gt;INT_MAXDOTS</title>
+<path fill="none" stroke="black" d="M345.83,-562.95C372.23,-514.31 418.59,-428.91 438.72,-391.84"/>
+</g>
+<!-- INT_MAX -->
+<g id="node13" class="node">
+<title>INT_MAX</title>
+<ellipse fill="lightblue" stroke="black" cx="543.5" cy="-373.83" rx="24.9" ry="24.9"/>
+<text text-anchor="middle" x="543.5" y="-370.13" font-family="Times,serif" font-size="14.00">+n</text>
+</g>
+<!-- INT_TOP&#45;&gt;INT_MAX -->
+<g id="edge11" class="edge">
+<title>INT_TOP&#45;&gt;INT_MAX</title>
+<path fill="none" stroke="black" d="M354.87,-569.18C400.48,-521.95 488.77,-430.51 526.13,-391.82"/>
+</g>
+<!-- INT_BOT -->
+<g id="node6" class="node">
+<title>INT_BOT</title>
+<ellipse fill="lightblue" stroke="black" cx="326.5" cy="-138.69" rx="40.09" ry="40.09"/>
+<text text-anchor="middle" x="326.5" y="-134.99" font-family="Times,serif" font-size="14.00">IntBot</text>
+</g>
+<!-- INT_BOT&#45;&gt;BOT -->
+<g id="edge19" class="edge">
+<title>INT_BOT&#45;&gt;BOT</title>
+<path fill="none" stroke="black" d="M364.62,-124.93C439.56,-99.83 603.55,-44.92 658.3,-26.59"/>
+</g>
+<!-- INT_MIN&#45;&gt;INT_BOT -->
+<g id="edge12" class="edge">
+<title>INT_MIN&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M35.14,-361.84C83.16,-325.06 229.13,-213.27 294.38,-163.29"/>
+</g>
+<!-- INT_MIN&#45;&gt;INT_MINDOTS -->
+<!-- INT_MINDOTS&#45;&gt;INT_BOT -->
+<g id="edge13" class="edge">
+<title>INT_MINDOTS&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M125.24,-355.77C162.63,-315.44 253.21,-217.74 299.01,-168.34"/>
+</g>
+<!-- INT_MINDOTS&#45;&gt;INT_MINUS -->
+<!-- INT_MINUS&#45;&gt;INT_BOT -->
+<g id="edge14" class="edge">
+<title>INT_MINUS&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M206.98,-356.54C227.99,-318.25 278.79,-225.65 306.93,-174.37"/>
+</g>
+<!-- INT_MINUS&#45;&gt;INT_ZERO -->
+<!-- INT_ZERO&#45;&gt;INT_BOT -->
+<g id="edge15" class="edge">
+<title>INT_ZERO&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M284.95,-355.77C292.18,-318.02 309.02,-230.01 318.9,-178.39"/>
+</g>
+<!-- INT_ZERO&#45;&gt;INT_PLUS -->
+<!-- INT_PLUS&#45;&gt;INT_BOT -->
+<g id="edge16" class="edge">
+<title>INT_PLUS&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M357.89,-355.77C352.44,-318.13 339.77,-230.51 332.3,-178.83"/>
+</g>
+<!-- INT_PLUS&#45;&gt;INT_MAXDOTS -->
+<!-- INT_MAXDOTS&#45;&gt;INT_BOT -->
+<g id="edge17" class="edge">
+<title>INT_MAXDOTS&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M439.13,-355.77C419.04,-317.05 371.52,-225.46 345.07,-174.49"/>
+</g>
+<!-- INT_MAXDOTS&#45;&gt;INT_MAX -->
+<!-- INT_MAX&#45;&gt;INT_BOT -->
+<g id="edge18" class="edge">
+<title>INT_MAX&#45;&gt;INT_BOT</title>
+<path fill="none" stroke="black" d="M526.47,-355.38C489.1,-314.89 399.62,-217.93 354.11,-168.61"/>
+</g>
+<!-- STRUCT_S1 -->
+<g id="node15" class="node">
+<title>STRUCT_S1</title>
+<ellipse fill="lightblue" stroke="black" cx="633.5" cy="-373.83" rx="23" ry="23"/>
+<text text-anchor="middle" x="633.5" y="-370.13" font-family="Times,serif" font-size="14.00">S1</text>
+</g>
+<!-- STRUCT_TOP&#45;&gt;STRUCT_S1 -->
+<g id="edge27" class="edge">
+<title>STRUCT_TOP&#45;&gt;STRUCT_S1</title>
+<path fill="none" stroke="black" d="M670.43,-562.46C661.25,-515.55 645.49,-435.09 637.88,-396.19"/>
+</g>
+<!-- STRUCT_S2 -->
+<g id="node16" class="node">
+<title>STRUCT_S2</title>
+<ellipse fill="lightblue" stroke="black" cx="721.5" cy="-373.83" rx="23" ry="23"/>
+<text text-anchor="middle" x="721.5" y="-370.13" font-family="Times,serif" font-size="14.00">S2</text>
+</g>
+<!-- STRUCT_TOP&#45;&gt;STRUCT_S2 -->
+<g id="edge28" class="edge">
+<title>STRUCT_TOP&#45;&gt;STRUCT_S2</title>
+<path fill="none" stroke="black" d="M684.57,-562.46C693.75,-515.55 709.5,-435.09 717.12,-396.19"/>
+</g>
+<!-- STRUCT_BOT -->
+<g id="node17" class="node">
+<title>STRUCT_BOT</title>
+<ellipse fill="lightblue" stroke="black" cx="676.5" cy="-138.69" rx="36.29" ry="36.29"/>
+<text text-anchor="middle" x="676.5" y="-134.99" font-family="Times,serif" font-size="14.00">$BOT</text>
+</g>
+<!-- STRUCT_S1&#45;&gt;STRUCT_BOT -->
+<g id="edge29" class="edge">
+<title>STRUCT_S1&#45;&gt;STRUCT_BOT</title>
+<path fill="none" stroke="black" d="M637.62,-351.28C645.08,-310.47 660.89,-224.05 669.88,-174.89"/>
+</g>
+<!-- STRUCT_S2&#45;&gt;STRUCT_BOT -->
+<g id="edge30" class="edge">
+<title>STRUCT_S2&#45;&gt;STRUCT_BOT</title>
+<path fill="none" stroke="black" d="M717.18,-351.28C709.35,-310.36 692.74,-223.57 683.35,-174.47"/>
+</g>
+<!-- STRUCT_BOT&#45;&gt;BOT -->
+<g id="edge31" class="edge">
+<title>STRUCT_BOT&#45;&gt;BOT</title>
+<path fill="none" stroke="black" d="M676.5,-102.21C676.5,-81.46 676.5,-56.11 676.5,-39.2"/>
+</g>
+<!-- PTR_NULL -->
+<g id="node19" class="node">
+<title>PTR_NULL</title>
+<ellipse fill="lightblue" stroke="black" cx="815.5" cy="-373.83" rx="28.7" ry="28.7"/>
+<text text-anchor="middle" x="815.5" y="-370.13" font-family="Times,serif" font-size="14.00">null</text>
+</g>
+<!-- PTR_TOP&#45;&gt;PTR_NULL -->
+<g id="edge35" class="edge">
+<title>PTR_TOP&#45;&gt;PTR_NULL</title>
+<path fill="none" stroke="black" d="M893.87,-561.2C874.87,-515.77 843.27,-440.23 826.59,-400.36"/>
+</g>
+<!-- PTR_VOIDPTR -->
+<g id="node20" class="node">
+<title>PTR_VOIDPTR</title>
+<ellipse fill="lightblue" stroke="black" cx="1008.5" cy="-373.83" rx="34.39" ry="34.39"/>
+<text text-anchor="middle" x="1008.5" y="-370.13" font-family="Times,serif" font-size="14.00">*void</text>
+</g>
+<!-- PTR_TOP&#45;&gt;PTR_VOIDPTR -->
+<g id="edge36" class="edge">
+<title>PTR_TOP&#45;&gt;PTR_VOIDPTR</title>
+<path fill="none" stroke="black" d="M925.85,-561.45C945.01,-517.94 976.45,-446.57 994.53,-405.54"/>
+</g>
+<!-- PTR_S1 -->
+<g id="node21" class="node">
+<title>PTR_S1</title>
+<ellipse fill="lightblue" stroke="black" cx="909.5" cy="-471.57" rx="27.1" ry="27.1"/>
+<text text-anchor="middle" x="909.5" y="-467.87" font-family="Times,serif" font-size="14.00">*S1</text>
+</g>
+<!-- PTR_TOP&#45;&gt;PTR_S1 -->
+<g id="edge33" class="edge">
+<title>PTR_TOP&#45;&gt;PTR_S1</title>
+<path fill="none" stroke="black" d="M909.5,-558.01C909.5,-538.85 909.5,-516.34 909.5,-499.23"/>
+</g>
+<!-- PTR_S2 -->
+<g id="node22" class="node">
+<title>PTR_S2</title>
+<ellipse fill="lightblue" stroke="black" cx="1093.5" cy="-471.57" rx="27.1" ry="27.1"/>
+<text text-anchor="middle" x="1093.5" y="-467.87" font-family="Times,serif" font-size="14.00">*S2</text>
+</g>
+<!-- PTR_TOP&#45;&gt;PTR_S2 -->
+<g id="edge34" class="edge">
+<title>PTR_TOP&#45;&gt;PTR_S2</title>
+<path fill="none" stroke="black" d="M942.39,-575.22C979.61,-549.94 1039.19,-509.46 1071.29,-487.66"/>
+</g>
+<!-- PTR_S1OPT -->
+<g id="node23" class="node">
+<title>PTR_S1OPT</title>
+<ellipse fill="lightblue" stroke="black" cx="904.5" cy="-270.88" rx="32.49" ry="32.49"/>
+<text text-anchor="middle" x="904.5" y="-267.18" font-family="Times,serif" font-size="14.00">*S1?</text>
+</g>
+<!-- PTR_NULL&#45;&gt;PTR_S1OPT -->
+<g id="edge38" class="edge">
+<title>PTR_NULL&#45;&gt;PTR_S1OPT</title>
+<path fill="none" stroke="black" d="M833.94,-351.91C848.3,-335.63 868.24,-313 883.27,-295.96"/>
+</g>
+<!-- PTR_S2OPT -->
+<g id="node24" class="node">
+<title>PTR_S2OPT</title>
+<ellipse fill="lightblue" stroke="black" cx="1012.5" cy="-270.88" rx="32.49" ry="32.49"/>
+<text text-anchor="middle" x="1012.5" y="-267.18" font-family="Times,serif" font-size="14.00">*S2?</text>
+</g>
+<!-- PTR_NULL&#45;&gt;PTR_S2OPT -->
+<g id="edge39" class="edge">
+<title>PTR_NULL&#45;&gt;PTR_S2OPT</title>
+<path fill="none" stroke="black" d="M840.85,-359.84C877.53,-341.04 945.23,-306.35 983.73,-286.62"/>
+</g>
+<!-- PTR_BOT -->
+<g id="node25" class="node">
+<title>PTR_BOT</title>
+<ellipse fill="lightblue" stroke="black" cx="904.5" cy="-138.69" rx="46.29" ry="46.29"/>
+<text text-anchor="middle" x="904.5" y="-134.99" font-family="Times,serif" font-size="14.00">*$BOT?</text>
+</g>
+<!-- PTR_NULL&#45;&gt;PTR_BOT -->
+<g id="edge37" class="edge">
+<title>PTR_NULL&#45;&gt;PTR_BOT</title>
+<path fill="none" stroke="black" d="M825.71,-346.85C840.96,-306.56 869.84,-230.25 888.08,-182.07"/>
+</g>
+<!-- PTR_VOIDPTR&#45;&gt;PTR_BOT -->
+<g id="edge44" class="edge">
+<title>PTR_VOIDPTR&#45;&gt;PTR_BOT</title>
+<path fill="none" stroke="black" d="M994.47,-342.11C976.06,-300.5 943.7,-227.32 923.22,-181.01"/>
+</g>
+<!-- PTR_S1&#45;&gt;PTR_VOIDPTR -->
+<g id="edge41" class="edge">
+<title>PTR_S1&#45;&gt;PTR_VOIDPTR</title>
+<path fill="none" stroke="black" d="M929.06,-451.65C944.84,-436.4 967.12,-414.85 984.07,-398.46"/>
+</g>
+<!-- PTR_S1&#45;&gt;PTR_S1OPT -->
+<g id="edge40" class="edge">
+<title>PTR_S1&#45;&gt;PTR_S1OPT</title>
+<path fill="none" stroke="black" d="M908.81,-444.09C907.9,-407.48 906.29,-342.81 905.32,-303.69"/>
+</g>
+<!-- PTR_S2&#45;&gt;PTR_VOIDPTR -->
+<g id="edge43" class="edge">
+<title>PTR_S2&#45;&gt;PTR_VOIDPTR</title>
+<path fill="none" stroke="black" d="M1075.47,-450.27C1062.51,-435.66 1044.94,-415.87 1031.05,-400.22"/>
+</g>
+<!-- PTR_S2&#45;&gt;PTR_S2OPT -->
+<g id="edge42" class="edge">
+<title>PTR_S2&#45;&gt;PTR_S2OPT</title>
+<path fill="none" stroke="black" d="M1083.24,-446.15C1068.34,-409.24 1040.75,-340.89 1024.79,-301.33"/>
+</g>
+<!-- PTR_S1OPT&#45;&gt;PTR_BOT -->
+<g id="edge45" class="edge">
+<title>PTR_S1OPT&#45;&gt;PTR_BOT</title>
+<path fill="none" stroke="black" d="M904.5,-238.37C904.5,-222.41 904.5,-202.75 904.5,-185.19"/>
+</g>
+<!-- PTR_S2OPT&#45;&gt;PTR_BOT -->
+<g id="edge46" class="edge">
+<title>PTR_S2OPT&#45;&gt;PTR_BOT</title>
+<path fill="none" stroke="black" d="M992.18,-245.39C975.69,-225.51 952.2,-197.2 933.69,-174.88"/>
+</g>
+<!-- PTR_BOT&#45;&gt;BOT -->
+<g id="edge47" class="edge">
+<title>PTR_BOT&#45;&gt;BOT</title>
+<path fill="none" stroke="black" d="M863.74,-116.74C813.14,-90.73 729.17,-47.57 693.44,-29.2"/>
+</g>
+<!-- MEM_ALIAS1 -->
+<g id="node27" class="node">
+<title>MEM_ALIAS1</title>
+<ellipse fill="lightblue" stroke="black" cx="1197.5" cy="-373.83" rx="24.9" ry="24.9"/>
+<text text-anchor="middle" x="1197.5" y="-370.13" font-family="Times,serif" font-size="14.00">#1</text>
+</g>
+<!-- MEM_TOP&#45;&gt;MEM_ALIAS1 -->
+<g id="edge49" class="edge">
+<title>MEM_TOP&#45;&gt;MEM_ALIAS1</title>
+<path fill="none" stroke="black" d="M1265.33,-539.52C1246.21,-492.83 1220.56,-430.15 1206.93,-396.86"/>
+</g>
+<!-- MEM_ALIAS2 -->
+<g id="node28" class="node">
+<title>MEM_ALIAS2</title>
+<ellipse fill="lightblue" stroke="black" cx="1289.5" cy="-373.83" rx="24.9" ry="24.9"/>
+<text text-anchor="middle" x="1289.5" y="-370.13" font-family="Times,serif" font-size="14.00">#2</text>
+</g>
+<!-- MEM_TOP&#45;&gt;MEM_ALIAS2 -->
+<g id="edge50" class="edge">
+<title>MEM_TOP&#45;&gt;MEM_ALIAS2</title>
+<path fill="none" stroke="black" d="M1289.5,-534.76C1289.5,-489.47 1289.5,-431.15 1289.5,-398.6"/>
+</g>
+<!-- MEM_ALIASDOTS -->
+<g id="node29" class="node">
+<title>MEM_ALIASDOTS</title>
+<text text-anchor="middle" x="1384.5" y="-370.13" font-family="Times,serif" font-size="14.00">...</text>
+</g>
+<!-- MEM_TOP&#45;&gt;MEM_ALIASDOTS -->
+<g id="edge51" class="edge">
+<title>MEM_TOP&#45;&gt;MEM_ALIASDOTS</title>
+<path fill="none" stroke="black" d="M1314.33,-539.81C1335.12,-490.65 1363.46,-423.61 1376.87,-391.88"/>
+</g>
+<!-- MEM_ALIASN -->
+<g id="node30" class="node">
+<title>MEM_ALIASN</title>
+<ellipse fill="lightblue" stroke="black" cx="1479.5" cy="-373.83" rx="24.9" ry="24.9"/>
+<text text-anchor="middle" x="1479.5" y="-370.13" font-family="Times,serif" font-size="14.00">#n</text>
+</g>
+<!-- MEM_TOP&#45;&gt;MEM_ALIASN -->
+<g id="edge52" class="edge">
+<title>MEM_TOP&#45;&gt;MEM_ALIASN</title>
+<path fill="none" stroke="black" d="M1330.73,-549.8C1372.31,-500.61 1434.39,-427.19 1463.43,-392.83"/>
+</g>
+<!-- MEM_ALIAS1&#45;&gt;MEM_ALIAS2 -->
+<!-- MEM_BOT -->
+<g id="node31" class="node">
+<title>MEM_BOT</title>
+<ellipse fill="lightblue" stroke="black" cx="1289.5" cy="-138.69" rx="63.89" ry="63.89"/>
+<text text-anchor="middle" x="1289.5" y="-134.99" font-family="Times,serif" font-size="14.00">MEM#BOT</text>
+</g>
+<!-- MEM_ALIAS1&#45;&gt;MEM_BOT -->
+<g id="edge53" class="edge">
+<title>MEM_ALIAS1&#45;&gt;MEM_BOT</title>
+<path fill="none" stroke="black" d="M1206.66,-350.42C1220.43,-315.22 1246.91,-247.53 1266.24,-198.13"/>
+</g>
+<!-- MEM_ALIAS2&#45;&gt;MEM_ALIASDOTS -->
+<!-- MEM_ALIAS2&#45;&gt;MEM_BOT -->
+<g id="edge54" class="edge">
+<title>MEM_ALIAS2&#45;&gt;MEM_BOT</title>
+<path fill="none" stroke="black" d="M1289.5,-349.11C1289.5,-314.68 1289.5,-251.08 1289.5,-202.78"/>
+</g>
+<!-- MEM_ALIASDOTS&#45;&gt;MEM_ALIASN -->
+<!-- MEM_ALIASDOTS&#45;&gt;MEM_BOT -->
+<g id="edge55" class="edge">
+<title>MEM_ALIASDOTS&#45;&gt;MEM_BOT</title>
+<path fill="none" stroke="black" d="M1377.2,-355.77C1363.73,-322.43 1334.42,-249.88 1313.39,-197.83"/>
+</g>
+<!-- MEM_ALIASN&#45;&gt;MEM_BOT -->
+<g id="edge56" class="edge">
+<title>MEM_ALIASN&#45;&gt;MEM_BOT</title>
+<path fill="none" stroke="black" d="M1463.95,-354.58C1434.88,-318.61 1371.46,-240.12 1329.63,-188.36"/>
+</g>
+<!-- MEM_BOT&#45;&gt;BOT -->
+<g id="edge57" class="edge">
+<title>MEM_BOT&#45;&gt;BOT</title>
+<path fill="none" stroke="black" d="M1227.06,-125.75C1091.6,-99.86 776.38,-39.59 695.62,-24.15"/>
+</g>
+</g>
+</svg>
diff --git a/chapter10/pom.xml b/chapter10/pom.xml
new file mode 100644
index 00000000..fccb1140
--- /dev/null
+++ b/chapter10/pom.xml
@@ -0,0 +1,14 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+ xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+ xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+ <modelVersion>4.0.0</modelVersion>
+ <parent>
+ <groupId>com.seaofnodes</groupId>
+ <artifactId>simple</artifactId>
+ <version>1.0</version>
+ </parent>
+ <artifactId>chapter10</artifactId>
+ <packaging>jar</packaging>
+ <name>Chapter 10</name>
+</project> \ No newline at end of file
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/GraphEvaluator.java b/chapter10/src/main/java/com/seaofnodes/simple/GraphEvaluator.java
new file mode 100644
index 00000000..9fc51c8e
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/GraphEvaluator.java
@@ -0,0 +1,181 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+
+import java.util.Arrays;
+import java.util.BitSet;
+import java.util.HashMap;
+
+public class GraphEvaluator {
+
+ public enum ResultType { VALUE, FALLTHROUGH, TIMEOUT }
+
+ public record Result(ResultType type, long value) {}
+
+ /**
+ * Find the start node from some node in the graph or null if there is no start node
+ */
+ private static StartNode findStart(BitSet visit, Node node) {
+ if (node == null) return null;
+ if (node instanceof StartNode start) return start;
+ if( visit.get(node._nid) ) return null;
+ visit.set(node._nid);
+ for( Node def : node._inputs ) {
+ var res = findStart(visit,def);
+ if( res != null ) return res;
+ }
+ for( Node use : node._outputs ) {
+ var res = findStart(visit,use);
+ if( res != null ) return res;
+ }
+ return null;
+ }
+
+ /**
+ * Find the control output from a control node
+ */
+ private static Node findControl(Node control) {
+ for( Node use : control._outputs ) {
+ if (use.isCFG()) return use;
+ }
+ return null;
+ }
+
+ /**
+ * Find the projection for a node
+ */
+ private static ProjNode findProjection(Node node, int idx) {
+ for( Node use : node._outputs ) {
+ if (use instanceof ProjNode proj && proj._idx == idx) return proj;
+ }
+ return null;
+ }
+
+ /**
+ * Cache values for phi and parameter projection nodes.
+ */
+ private final HashMap<Node, Long> cacheValues = new HashMap<>();
+ /**
+ * Cache for loop phis as they can depend on itself or other loop phis
+ */
+ private long[] loopPhiCache = new long[16];
+
+ private GraphEvaluator() {
+ }
+
+ private long div(DivNode div) {
+ long in2 = getValue(div.in(2));
+ return in2 == 0 ? 0 : getValue(div.in(1)) / in2;
+ }
+
+ /**
+ * Calculate the value of a node
+ */
+ private long getValue(Node node) {
+ var cache = cacheValues.get(node);
+ if (cache != null) return cache;
+ return switch (node) {
+ case ConstantNode cons -> ((TypeInteger)cons.compute()).value();
+ case AddNode add -> getValue(add.in(1)) + getValue(add.in(2));
+ case BoolNode.EQ eq -> getValue(eq.in(1)) == getValue(eq.in(2)) ? 1 : 0;
+ case BoolNode.LE le -> getValue(le.in(1)) <= getValue(le.in(2)) ? 1 : 0;
+ case BoolNode.LT lt -> getValue(lt.in(1)) < getValue(lt.in(2)) ? 1 : 0;
+ case DivNode div -> div(div);
+ case MinusNode minus -> -getValue(minus.in(1));
+ case MulNode mul -> getValue(mul.in(1)) * getValue(mul.in(2));
+ case NotNode not -> getValue(not.in(1)) == 0 ? 1 : 0;
+ case SubNode sub -> getValue(sub.in(1)) - getValue(sub.in(2));
+ default -> throw Utils.TODO("Unexpected node " + node);
+ };
+ }
+
+ /**
+ * Special case of latchPhis when phis can depend on phis of the same region.
+ */
+ private void latchLoopPhis(RegionNode region, Node prev) {
+ int idx = Utils.find(region._inputs, prev);
+ assert idx > 0;
+ int i = 0;
+ for( Node use : region._outputs ) {
+ if (use instanceof PhiNode phi) {
+ var value = getValue(phi.in(idx));
+ if (i == loopPhiCache.length) loopPhiCache = Arrays.copyOf(loopPhiCache, loopPhiCache.length*2);
+ loopPhiCache[i++] = value;
+ }
+ }
+ i = 0;
+ for( Node use : region._outputs ) {
+ if (use instanceof PhiNode phi) cacheValues.put(phi, loopPhiCache[i++]);
+ }
+ }
+
+ /**
+ * Calculate the values of phis of the region and caches the values. The phis are not allowed to depend on other phis of the region.
+ */
+ private void latchPhis(RegionNode region, Node prev) {
+ int idx = Utils.find(region._inputs, prev);
+ assert idx > 0;
+ for( Node use : region._outputs ) {
+ if (use instanceof PhiNode phi) {
+ var value = getValue(phi.in(idx));
+ cacheValues.put(phi, value);
+ }
+ }
+ }
+
+ /**
+ * Run the graph until either a return is found or the number of loop iterations are done.
+ */
+ private Result evaluate(StartNode start, long parameter, int loops) {
+ var parameter1 = findProjection(start, 1);
+ if (parameter1 != null) cacheValues.put(parameter1, parameter);
+ Node control = findProjection(start, 0);
+ Node prev = start;
+ while (control != null) {
+ Node next;
+ switch (control) {
+ case RegionNode region -> {
+ if (region instanceof LoopNode && region.in(1) != prev) {
+ if (loops--<=0) return new Result(ResultType.TIMEOUT, 0);
+ latchLoopPhis(region, prev);
+ } else {
+ latchPhis(region, prev);
+ }
+ next = findControl(region);
+ }
+ case IfNode cond -> next = findProjection(cond, getValue(cond.in(1)) != 0 ? 0 : 1);
+ case ReturnNode ret -> {
+ return new Result(ResultType.VALUE, getValue(ret.in(1)));
+ }
+ case ProjNode ignored -> next = findControl(control);
+ default -> throw Utils.TODO("Unexpected control node " + control);
+ }
+ prev = control;
+ control = next;
+ }
+ return new Result(ResultType.FALLTHROUGH, 0);
+ }
+
+ public static long evaluate(Node graph) {
+ return evaluate(graph, 0);
+ }
+
+ public static long evaluate(Node graph, long parameter) {
+ return evaluate(graph, parameter, 1000);
+ }
+
+ public static long evaluate(Node graph, long parameter, int loops) {
+ var res = evaluateWithResult(graph, parameter, loops);
+ if (res.type== ResultType.TIMEOUT) throw new RuntimeException("Timeout");
+ return res.value;
+ }
+
+ public static Result evaluateWithResult(Node graph, long parameter, int loops) {
+ var start = findStart(new BitSet(), graph);
+ if (start == null) return new Result(ResultType.TIMEOUT, 0);
+ var evaluator = new GraphEvaluator();
+ return evaluator.evaluate(start, parameter, loops);
+ }
+
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/GraphVisualizer.java b/chapter10/src/main/java/com/seaofnodes/simple/GraphVisualizer.java
new file mode 100644
index 00000000..cfe6d5cc
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/GraphVisualizer.java
@@ -0,0 +1,269 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+
+import java.util.*;
+
+/**
+ * Simple visualizer that outputs GraphViz dot format.
+ * The dot output must be saved to a file and run manually via dot to generate the SVG output.
+ * Currently, this is done manually.
+ */
+public class GraphVisualizer {
+
+ /**
+ * If set to true we put the control nodes in a separate cluster from
+ * data nodes.
+ */
+ boolean _separateControlCluster = false;
+
+ public GraphVisualizer(boolean separateControlCluster) { this._separateControlCluster = separateControlCluster; }
+ public GraphVisualizer() { this(false); }
+
+ public String generateDotOutput(Parser parse) { return generateDotOutput(parse.STOP,parse._scope,parse._xScopes); }
+ public String generateDotOutput(StopNode stop, Node scope, Stack<ScopeNode> xScopes) {
+
+ // Since the graph has cycles, we need to create a flat list of all the
+ // nodes in the graph.
+ Collection<Node> all = findAll(stop, scope);
+ StringBuilder sb = new StringBuilder();
+ sb.append("digraph chapter10 {\n");
+ sb.append("/*\n");
+ sb.append(stop._src);
+ sb.append("\n*/\n");
+
+ // To keep the Scopes below the graph and pointing up into the graph we
+ // need to group the Nodes in a subgraph cluster, and the scopes into a
+ // different subgraph cluster. THEN we can draw edges between the
+ // scopes and nodes. If we try to cross subgraph cluster borders while
+ // still making the subgraphs DOT gets confused.
+ sb.append("\trankdir=BT;\n"); // Force Nodes before Scopes
+
+ // CNC - turned off Apr/8/2024, gives more flex in the layout and
+ // removes some of the more ludicrous layout choices.
+ // Preserve node input order
+ //sb.append("\tordering=\"in\";\n");
+
+ // Merge multiple edges hitting the same node. Makes common shared
+ // nodes much prettier to look at.
+ sb.append("\tconcentrate=\"true\";\n");
+
+ // Force nested scopes to order
+ sb.append("\tcompound=\"true\";\n");
+
+ // Just the Nodes first, in a cluster no edges
+ nodes(sb, all);
+
+ // Now the scopes, in a cluster no edges
+ if( xScopes != null )
+ for( ScopeNode xscope : xScopes )
+ if( !xscope.isDead() )
+ scope( sb, xscope );
+
+ // Walk the Node edges
+ nodeEdges(sb, all);
+
+ // Walk the active Scope edges
+ if( xScopes != null )
+ for( ScopeNode xscope : xScopes )
+ if( !xscope.isDead() )
+ scopeEdges( sb, xscope );
+
+ sb.append("}\n");
+ return sb.toString();
+ }
+
+ private void nodesByCluster(StringBuilder sb, boolean doCtrl, Collection<Node> all) {
+ if (!_separateControlCluster && doCtrl) // all nodes in 1 cluster
+ return;
+ // Just the Nodes first, in a cluster no edges
+ sb.append(doCtrl ? "\tsubgraph cluster_Controls {\n" : "\tsubgraph cluster_Nodes {\n"); // Magic "cluster_" in the subgraph name
+ for (Node n : all) {
+ if (n instanceof ProjNode || n instanceof ScopeNode)
+ continue; // Do not emit, rolled into MultiNode or Scope cluster already
+ if (_separateControlCluster && doCtrl && !n.isCFG()) continue;
+ if (_separateControlCluster && !doCtrl && n.isCFG()) continue;
+ sb.append("\t\t").append(n.uniqueName()).append(" [ ");
+ String lab = n.glabel();
+ if (n instanceof MultiNode) {
+ // Make a box with the MultiNode on top, and all the projections on the bottom
+ sb.append("shape=plaintext label=<\n");
+ sb.append("\t\t\t<TABLE BORDER=\"0\" CELLBORDER=\"1\" CELLSPACING=\"0\" CELLPADDING=\"4\">\n");
+ sb.append("\t\t\t<TR><TD BGCOLOR=\"yellow\">").append(lab).append("</TD></TR>\n");
+ sb.append("\t\t\t<TR>");
+ boolean doProjTable = false;
+ for (Node use : n._outputs) {
+ if (use instanceof ProjNode proj) {
+ if (!doProjTable) {
+ doProjTable = true;
+ sb.append("<TD>").append("\n");
+ sb.append("\t\t\t\t<TABLE BORDER=\"0\" CELLBORDER=\"1\" CELLSPACING=\"0\">").append("\n");
+ sb.append("\t\t\t\t<TR>");
+ }
+ sb.append("<TD PORT=\"p").append(proj._idx).append("\"");
+ if (proj.isCFG()) sb.append(" BGCOLOR=\"yellow\"");
+ sb.append(">").append(proj.glabel()).append("</TD>");
+ }
+ }
+ if (doProjTable) {
+ sb.append("</TR>").append("\n");
+ sb.append("\t\t\t\t</TABLE>").append("\n");
+ sb.append("\t\t\t</TD>");
+ }
+ sb.append("</TR>\n");
+ sb.append("\t\t\t</TABLE>>\n\t\t");
+
+ } else {
+ // control nodes have box shape
+ // other nodes are ellipses, i.e. default shape
+ if (n.isCFG()) sb.append("shape=box style=filled fillcolor=yellow ");
+ else if (n instanceof PhiNode) sb.append("style=filled fillcolor=lightyellow ");
+ sb.append("label=\"").append(lab).append("\" ");
+ }
+ sb.append("];\n");
+ }
+ if (!_separateControlCluster) {
+ // Force Region & Phis to line up
+ for (Node n : all) {
+ if (n instanceof RegionNode region) {
+ sb.append("\t\t{ rank=same; ");
+ sb.append(region).append(";");
+ for (Node phi : region._outputs)
+ if (phi instanceof PhiNode) sb.append(phi.uniqueName()).append(";");
+ sb.append("}\n");
+ }
+ }
+ }
+ sb.append("\t}\n"); // End Node cluster
+ }
+
+ private void nodes(StringBuilder sb, Collection<Node> all) {
+ nodesByCluster(sb, true, all);
+ nodesByCluster(sb, false, all);
+ }
+
+ // Build a nested scope display, walking the _prev edge
+ private void scope( StringBuilder sb, ScopeNode scope ) {
+ sb.append("\tnode [shape=plaintext];\n");
+ int level=1;
+ for( int idx = scope._scopes.size()-1; idx>=0; idx-- ) {
+ var syms = scope._scopes.get(idx);
+ String scopeName = makeScopeName(scope, level);
+ sb.append("\tsubgraph cluster_").append(scopeName).append(" {\n"); // Magic "cluster_" in the subgraph name
+ sb.append("\t\t").append(scopeName).append(" [label=<\n");
+ sb.append("\t\t\t<TABLE BORDER=\"0\" CELLBORDER=\"1\" CELLSPACING=\"0\">\n");
+ // Add the scope level
+ int scopeLevel = scope._scopes.size()-level;
+ sb.append("\t\t\t<TR><TD BGCOLOR=\"cyan\">").append(scopeLevel).append("</TD>");
+ for(String name: syms.keySet())
+ sb.append("<TD PORT=\"").append(makePortName(scopeName, name)).append("\">").append(name).append("</TD>");
+ sb.append("</TR>\n");
+ sb.append("\t\t\t</TABLE>>];\n");
+ level++;
+ }
+ // Scope clusters nest, so the graphics shows the nested scopes, so
+ // they are not closed as they are printed; so they just keep nesting.
+ // We close them all at once here.
+ sb.append( "\t}\n".repeat( level-1 ) ); // End all Scope clusters
+ }
+
+ private String makeScopeName(ScopeNode sn, int level) { return sn.uniqueName() + "_" + level; }
+ private String makePortName(String scopeName, String varName) { return scopeName + "_" + varName; }
+
+ // Walk the node edges
+ private void nodeEdges(StringBuilder sb, Collection<Node> all) {
+ // All them edge labels
+ sb.append("\tedge [ fontname=Helvetica, fontsize=8 ];\n");
+ for( Node n : all ) {
+ // Do not display the Constant->Start edge;
+ // ProjNodes handled by Multi;
+ // ScopeNodes are done separately
+ if( n instanceof ConstantNode || n instanceof ProjNode || n instanceof ScopeNode )
+ continue;
+ for( int i=0; i<n.nIns(); i++ ) {
+ Node def = n.in(i);
+ if( n instanceof PhiNode && def instanceof RegionNode ) {
+ // Draw a dotted use->def edge from Phi to Region.
+ sb.append('\t').append(n.uniqueName());
+ sb.append(" -> ");
+ sb.append(def.uniqueName());
+ sb.append(" [style=dotted taillabel=").append(i).append("];\n");
+ } else if( def != null ) {
+ // Most edges land here use->def
+ sb.append('\t').append(n.uniqueName()).append(" -> ");
+ if( def instanceof ProjNode proj ) {
+ String mname = proj.ctrl().uniqueName();
+ sb.append(mname).append(":p").append(proj._idx);
+ } else sb.append(def.uniqueName());
+ // Number edges, so we can see how they track
+ sb.append("[taillabel=").append(i);
+ // The edge from New to ctrl is just for anchoring the New
+ if ( n instanceof NewNode )
+ sb.append(" color=green");
+ // control edges are colored red
+ else if( def.isCFG() )
+ sb.append(" color=red");
+ else if( def.isMem() )
+ sb.append(" color=blue");
+ // Backedges do not add a ranking constraint
+ if( i==2 && (n instanceof PhiNode || n instanceof LoopNode) )
+ sb.append(" constraint=false");
+ sb.append("];\n");
+ }
+ }
+ }
+ }
+
+ // Walk the scope edges
+ private void scopeEdges( StringBuilder sb, ScopeNode scope ) {
+ sb.append("\tedge [style=dashed color=cornflowerblue];\n");
+ int level=1;
+ for( int i = scope._scopes.size()-1; i>=0; i-- ) {
+ var syms = scope._scopes.get(i);
+ String scopeName = makeScopeName(scope, level);
+ for( String name : syms.keySet() ) {
+ int idx = syms.get(name);
+ Node def = scope.in(idx);
+ while( def instanceof ScopeNode lazy )
+ def = lazy.in(idx);
+ if( def==null ) continue;
+ sb.append("\t")
+ .append(scopeName).append(":")
+ .append('"').append(makePortName(scopeName, name)).append('"') // wrap port name with quotes because $ctrl is not valid unquoted
+ .append(" -> ");
+ if( def instanceof ProjNode proj ) {
+ String mname = proj.ctrl().uniqueName();
+ sb.append(mname).append(":p").append(proj._idx);
+ } else sb.append(def.uniqueName());
+ sb.append(";\n");
+ }
+ level++;
+ }
+ }
+
+ /**
+ * Finds all nodes in the graph.
+ */
+ private Collection<Node> findAll(Node stop, Node scope) {
+ final HashMap<Integer, Node> all = new HashMap<>();
+ for( Node n : stop._inputs )
+ walk(all, n);
+ if( scope != null )
+ for( Node n : scope._inputs )
+ walk(all, n);
+ return all.values();
+ }
+
+ /**
+ * Walk a subgraph and populate distinct nodes in the all list.
+ */
+ private void walk(HashMap<Integer,Node> all, Node n) {
+ if(n == null ) return;
+ if (all.get(n._nid) != null) return; // Been there, done that
+ all.put(n._nid, n);
+ for (Node c : n._inputs)
+ walk(all, c);
+ for( Node c : n._outputs )
+ walk(all, c);
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/IRPrinter.java b/chapter10/src/main/java/com/seaofnodes/simple/IRPrinter.java
new file mode 100644
index 00000000..f08f3208
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/IRPrinter.java
@@ -0,0 +1,188 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.LoopNode;
+import com.seaofnodes.simple.node.Node;
+import com.seaofnodes.simple.node.ProjNode;
+
+import java.util.ArrayList;
+import java.util.BitSet;
+
+public class IRPrinter {
+
+ // Print a node on 1 line, columnar aligned, as:
+ // NNID NNAME DDEF DDEF [[ UUSE UUSE ]] TYPE
+ // 1234 sssss 1234 1234 1234 1234 1234 1234 tttttt
+ public static void _printLine( Node n, StringBuilder sb ) {
+ sb.append("%4d %-7.7s ".formatted(n._nid,n.label()));
+ if( n._inputs==null ) {
+ sb.append("DEAD\n");
+ return;
+ }
+ for( Node def : n._inputs )
+ sb.append(def==null ? "____ " : "%4d ".formatted(def._nid));
+ for( int i = n._inputs.size(); i<3; i++ )
+ sb.append(" ");
+ sb.append(" [[ ");
+ for( Node use : n._outputs )
+ sb.append(use==null ? "____ " : "%4d ".formatted(use._nid));
+ int lim = 5 - Math.max(n._inputs.size(),3);
+ for( int i = n._outputs.size(); i<lim; i++ )
+ sb.append(" ");
+ sb.append(" ]] ");
+ if( n._type!= null ) sb.append(n._type.str());
+ sb.append("\n");
+ }
+
+ private static StringBuilder nodeId(StringBuilder sb, Node n) {
+ sb.append("%%%d".formatted(n._nid));
+ if (n instanceof ProjNode proj) {
+ sb.append(".").append(proj._idx);
+ }
+ return sb;
+ }
+
+ // Print a node on 1 line, format is inspired by LLVM
+ // %id: TYPE = NODE(inputs ....)
+ // Nodes as referred to as %id
+ public static void _printLineLlvmFormat( Node n, StringBuilder sb ) {
+ nodeId(sb, n).append(": ");
+ if( n._inputs==null ) {
+ sb.append("DEAD\n");
+ return;
+ }
+ if( n._type!= null ) n._type.typeName(sb);
+ sb.append(" = ").append( n.label() ).append( "(" );
+ for( int i = 0; i < n._inputs.size(); i++ ) {
+ Node def = n.in(i);
+ if (i > 0)
+ sb.append(", ");
+ if (def == null) sb.append("_");
+ else nodeId(sb, def);
+ }
+ sb.append(")").append("\n");
+ }
+
+ public static void printLine( Node n, StringBuilder sb, boolean llvmFormat ) {
+ if (llvmFormat) _printLineLlvmFormat( n, sb );
+ else _printLine ( n, sb );
+ }
+
+ public static String prettyPrint(Node node, int depth) {
+ return prettyPrint( node, depth, false );
+ }
+
+ // Another bulk pretty-printer. Makes more effort at basic-block grouping.
+ public static String prettyPrint( Node node, int depth, boolean llvmFormat ) {
+ // First, a Breadth First Search at a fixed depth.
+ BFS bfs = new BFS(node,depth);
+ // Convert just that set to a post-order
+ ArrayList<Node> rpos = new ArrayList<>();
+ BitSet visit = new BitSet();
+ for( int i=bfs._lim; i< bfs._bfs.size(); i++ )
+ postOrd( bfs._bfs.get(i), rpos, visit, bfs._bs);
+ // Reverse the post-order walk
+ StringBuilder sb = new StringBuilder();
+ boolean gap=false;
+ for( int i=rpos.size()-1; i>=0; i-- ) {
+ Node n = rpos.get(i);
+ if( n.isCFG() || n.isMultiHead() ) {
+ if( !gap ) sb.append("\n"); // Blank before multihead
+ printLine( n, sb, llvmFormat ); // Print head
+ while( --i >= 0 ) {
+ Node t = rpos.get(i);
+ if( !t.isMultiTail() ) { i++; break; }
+ printLine( t, sb, llvmFormat );
+ }
+ sb.append("\n"); // Blank after multitail
+ gap = true;
+ } else {
+ printLine( n, sb, llvmFormat );
+ gap = false;
+ }
+ }
+ return sb.toString();
+ }
+
+ private static void postOrd(Node n, ArrayList<Node> rpos, BitSet visit, BitSet bfs) {
+ if( !bfs.get(n._nid) )
+ return; // Not in the BFS visit
+ if( visit.get(n._nid) ) return; // Already post-order walked
+ visit.set(n._nid);
+ // First walk the CFG, then everything
+ if( n.isCFG() ) {
+ for( Node use : n._outputs )
+ if( use!=null && use.isCFG() && use.nOuts()>=1 && !(use._outputs.get(0) instanceof LoopNode) )
+ postOrd(use, rpos,visit,bfs);
+ for( Node use : n._outputs )
+ if( use!=null && use.isCFG() )
+ postOrd(use,rpos,visit,bfs);
+ }
+ for( Node use : n._outputs )
+ if( use != null )
+ postOrd(use, rpos,visit,bfs);
+ // Post-order
+ rpos.add(n);
+ }
+
+ // Breadth-first search, broken out in a class to keep in more independent.
+ // Maintains a root-set of Nodes at the limit (or past by 1 if MultiHead).
+ public static class BFS {
+ // A breadth first search, plus MultiHeads for any MultiTails
+ public final ArrayList<Node> _bfs;
+ public final BitSet _bs; // Visited members by node id
+ public final int _depth; // Depth limit
+ public final int _lim; // From here to _bfs._len can be roots for a reverse search
+ public BFS( Node base, int d ) {
+ _depth = d;
+ _bfs = new ArrayList<>();
+ _bs = new BitSet();
+
+ add(base); // Prime the pump
+ int idx=0, lim=1; // Limit is where depth counter changes
+ while( idx < _bfs.size() ) { // Ran out of nodes below depth
+ Node n = _bfs.get(idx++);
+ for( Node def : n._inputs )
+ if( def!=null && !_bs.get(def._nid) )
+ add(def);
+ if( idx==lim ) { // Depth counter changes at limit
+ if( --d < 0 )
+ break; // Ran out of depth
+ lim = _bfs.size(); // New depth limit
+ }
+ }
+ // Toss things past the limit except multi-heads
+ while( idx < _bfs.size() ) {
+ Node n = _bfs.get(idx);
+ if( n.isMultiHead() ) idx++;
+ else del(idx);
+ }
+ // Root set is any node with no inputs in the visited set
+ lim = _bfs.size();
+ for( int i=_bfs.size()-1; i>=0; i-- )
+ if( !any_visited(_bfs.get(i)) )
+ swap( i,--lim);
+ _lim = lim;
+ }
+ void swap( int x, int y ) {
+ if( x==y ) return;
+ Node tx = _bfs.get(x);
+ Node ty = _bfs.get(y);
+ _bfs.set(x,ty);
+ _bfs.set(y,tx);
+ }
+ void add(Node n) {
+ _bfs.add(n);
+ _bs.set(n._nid);
+ }
+ void del(int idx) {
+ Node n = Utils.del(_bfs, idx);
+ _bs.clear(n._nid);
+ }
+ boolean any_visited( Node n ) {
+ for( Node def : n._inputs )
+ if( def!=null && _bs.get(def._nid) )
+ return true;
+ return false;
+ }
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/IterPeeps.java b/chapter10/src/main/java/com/seaofnodes/simple/IterPeeps.java
new file mode 100644
index 00000000..1cee1ccb
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/IterPeeps.java
@@ -0,0 +1,204 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.BitSet;
+import java.util.Random;
+
+/**
+ * The IterOptim runs after parsing. It iterates the peepholes to a fixed point
+ * so that no more peepholes apply. This should be linear because peepholes rarely
+ * (never?) increase code size. The graph should monotonically reduce in some
+ * dimension, which is usually size. It might also reduce in e.g. number of
+ * MulNodes or Load/Store nodes, swapping out more "expensive" Nodes for cheaper
+ * ones.
+ *
+ * The theoretical overall worklist is mindless just grabbing the next thing and
+ * doing it. If the graph changes, put the neighbors on the worklist. Lather,
+ * Rinse, Repeat until the worklist runs dry.
+ *
+ * The main issues we have to deal with:
+ *
+ * <ul>
+ * <li>Nodes have uses; replacing some set of Nodes with another requires more graph
+ * reworking. Not rocket science, but it can be fiddly. Its helpful to have a
+ * small set of graph munging utilities, and the strong invariant that the graph
+ * is stable and correct between peepholes. In our case `Node.subsume` does
+ * most of the munging, building on our prior stable Node utilities.</li>
+ *
+ * <li>Changing a Node also changes the graph "neighborhood". The neigbors need to
+ * be checked to see if THEY can also peephole, and so on. After any peephole
+ * or graph update we put a Nodes uses and defs on the worklist.</li>
+ *
+ * <li>Our strong invariant is that for all Nodes, either they are on the worklist
+ * OR no peephole applies. This invariant is easy to check, although expensive.
+ * Basically the normal "iterate peepholes to a fixed point" is linear, and this
+ * check is linear at each peephole step... so quadratic overall. Its a useful
+ * assert, but one we can disable once the overall algorithm is stable - and
+ * then turn it back on again when some new set of peepholes is misbehaving.
+ * The code for this is turned on in `IterOptim.iterate` as `assert
+ * progressOnList(stop);`</li>
+ * </ul>
+ */
+public abstract class IterPeeps {
+
+ private static final WorkList<Node> WORK = new WorkList<>();
+
+ public static <N extends Node> N add( N n ) {
+ return (N)WORK.push(n);
+ }
+
+ public static void addAll( ArrayList<Node> ary ) {
+ WORK.addAll(ary);
+ }
+
+ /**
+ * Iterate peepholes to a fixed point
+ */
+ public static StopNode iterate(StopNode stop, boolean show) {
+ assert progressOnList(stop);
+ int cnt=0;
+
+ Node n;
+ while( (n=WORK.pop()) != null ) {
+ if( n.isDead() ) continue;
+ cnt++; // Useful for debugging, searching which peephole broke things
+ Node x = n.peepholeOpt();
+ if( x != null ) {
+ if( x.isDead() ) continue;
+ // peepholeOpt can return brand-new nodes, needing an initial type set
+ if( x._type==null ) x.setType(x.compute());
+ // Changes require neighbors onto the worklist
+ if( x != n || !(x instanceof ConstantNode) ) {
+ // All outputs of n (changing node) not x (prior existing node).
+ for( Node z : n._outputs ) WORK.push(z);
+ // Everybody gets a free "go again" in case they didn't get
+ // made in their final form.
+ WORK.push(x);
+ // If the result is not self, revisit all inputs (because
+ // there's a new user), and replace in the graph.
+ if( x != n ) {
+ for( Node z : n. _inputs ) WORK.push(z);
+ n.subsume(x);
+ }
+ }
+ // If there are distant neighbors, move to worklist
+ n.moveDepsToWorklist();
+ assert progressOnList(stop); // Very expensive assert
+ }
+ if( n.isUnused() && !(n instanceof StopNode) )
+ n.kill(); // Just plain dead
+ }
+
+ if( show )
+ System.out.println(new GraphVisualizer().generateDotOutput(stop,null,null));
+ return stop;
+ }
+
+ // Visit ALL nodes and confirm the invariant:
+ // Either you are on the WORK worklist OR running `iter()` makes no progress.
+
+ // This invariant ensures that no progress is missed, i.e., when the
+ // worklist is empty we have indeed done all that can be done. To help
+ // with debugging, the {@code assert} is broken out in a place where it is easy to
+ // stop if a change is found.
+
+ // Also, the normal usage of `iter()` may attempt peepholes with distance
+ // neighbors and these should fail, but will then try to add dependencies
+ // {@link #Node.addDep} which is a side effect in an assert. The {@link
+ // #midAssert} is used to stop this side effect.
+ private static boolean MID_ASSERT;
+ public static boolean midAssert() { return MID_ASSERT; }
+ private static boolean progressOnList(Node stop) {
+ MID_ASSERT = true;
+ int old_cnt = Node.ITER_CNT, old_nop = Node.ITER_NOP_CNT;
+ Node changed = stop.walk( n -> {
+ if( WORK.on(n) ) return null;
+ Node m = n.peepholeOpt();
+ if( m==null ) return null;
+ System.err.println("BREAK HERE FOR BUG");
+ return m;
+ });
+ Node.ITER_CNT = old_cnt; Node.ITER_NOP_CNT = old_nop;
+ MID_ASSERT = false;
+ return changed==null;
+ }
+
+ public static void reset() {
+ WORK.clear();
+ }
+
+ /**
+ * Classic WorkList, with a fast add/remove, dup removal, random pull.
+ * The Node's nid is used to check membership in the worklist.
+ */
+ public static class WorkList<E extends Node> {
+
+ private Node[] _es;
+ private int _len;
+ private final BitSet _on; // Bit set if Node._nid is on WorkList
+ private final Random _R; // For randomizing pull from the WorkList
+ private final long _seed;
+
+ /* Useful stat - how many nodes are processed in the post parse iterative opt */
+ private long _totalWork = 0;
+
+ WorkList() { this(123); }
+ WorkList(long seed) {
+ _es = new Node[1];
+ _len=0;
+ _on = new BitSet();
+ _seed = seed;
+ _R = new Random();
+ _R.setSeed(_seed);
+ }
+
+ /**
+ * Pushes a Node on the WorkList, ensuring no duplicates
+ * If Node is null it will not be added.
+ */
+ public E push( E x ) {
+ if( x==null ) return null;
+ int idx = x._nid;
+ if( !_on.get(idx) ) {
+ _on.set(idx);
+ if( _len==_es.length )
+ _es = Arrays.copyOf(_es,_len<<1);
+ _es[_len++] = x;
+ _totalWork++;
+ }
+ return x;
+ }
+
+ public void addAll( ArrayList<E> ary ) {
+ for( E n : ary )
+ push(n);
+ }
+
+ /**
+ * True if Node is on the WorkList
+ */
+ boolean on( E x ) { return _on.get(x._nid); }
+
+ /**
+ * Removes a random Node from the WorkList; null if WorkList is empty
+ */
+ E pop() {
+ if( _len == 0 ) return null;
+ int idx = _R.nextInt(_len);
+ E x = (E)_es[idx];
+ _es[idx] = _es[--_len]; // Compress array
+ _on.clear(x._nid);
+ return x;
+ }
+
+ public void clear() {
+ _len = 0;
+ _on.clear();
+ _R.setSeed(_seed);
+ _totalWork = 0;
+ }
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/Parser.java b/chapter10/src/main/java/com/seaofnodes/simple/Parser.java
new file mode 100644
index 00000000..267e0eb4
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/Parser.java
@@ -0,0 +1,825 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.*;
+
+import java.util.*;
+
+/**
+ * The Parser converts a Simple source program to the Sea of Nodes intermediate
+ * representation directly in one pass. There is no intermediate Abstract
+ * Syntax Tree structure.
+ * <p>
+ * This is a simple recursive descent parser. All lexical analysis is done here as well.
+ */
+public class Parser {
+
+ /**
+ * A Global Static, unique to each compilation. This is a public, so we
+ * can make constants everywhere without having to thread the StartNode
+ * through the entire parser and optimizer.
+ * <p>
+ * To make the compiler multithreaded, this field will have to move into a TLS.
+ */
+ public static StartNode START;
+
+ public StopNode STOP;
+
+ // The Lexer. Thin wrapper over a byte[] buffer with a cursor.
+ private final Lexer _lexer;
+
+ /**
+ * Current ScopeNode - ScopeNodes change as we parse code, but at any point of time
+ * there is one current ScopeNode. The reason the current ScopeNode can change is to do with how
+ * we handle branching. See {@link #parseIf()}.
+ * <p>
+ * Each ScopeNode contains a stack of lexical scopes, each scope is a symbol table that binds
+ * variable names to Nodes. The top of this stack represents current scope.
+ * <p>
+ * We keep a list of all ScopeNodes so that we can show them in graphs.
+ * @see #parseIf()
+ * @see #_xScopes
+ */
+ public ScopeNode _scope;
+
+ /**
+ * List of keywords disallowed as identifiers
+ */
+ private static final HashSet<String> KEYWORDS = new HashSet<>(){{
+ add("break");
+ add("continue");
+ add("else");
+ add("false");
+ add("if");
+ add("int");
+ add("new");
+ add("null");
+ add("return");
+ add("struct");
+ add("true");
+ add("while");
+ }};
+
+
+ /**
+ * We clone ScopeNodes when control flows branch; it is useful to have
+ * a list of all active ScopeNodes for purposes of visualization of the SoN graph
+ */
+ public final Stack<ScopeNode> _xScopes = new Stack<>();
+
+ ScopeNode _continueScope;
+ ScopeNode _breakScope;
+
+ public static Map<String, TypeStruct> OBJS = new HashMap<>();
+
+ public Parser(String source, TypeInteger arg) {
+ Node.reset();
+ IterPeeps.reset();
+ Type.reset();
+ OBJS.clear();
+ _lexer = new Lexer(source);
+ _scope = new ScopeNode();
+ _continueScope = _breakScope = null;
+ START = new StartNode(new Type[]{ Type.CONTROL, arg });
+ STOP = new StopNode(source);
+ }
+
+ public Parser(String source) {
+ this(source, TypeInteger.BOT);
+ }
+
+ @Override
+ public String toString() { return _lexer.toString(); }
+
+ String src() { return new String( _lexer._input ); }
+
+ // Debugging utility to find a Node by index
+ public static Node find(int nid) { return START.find(nid); }
+
+ private Node ctrl() { return _scope.ctrl(); }
+
+ private Node ctrl(Node n) { return _scope.ctrl(n); }
+
+ public StopNode parse() { return parse(false); }
+ public StopNode parse(boolean show) {
+ _xScopes.push(_scope);
+ // Enter a new scope for the initial control and arguments
+ _scope.push();
+ _scope.define(ScopeNode.CTRL, Type.CONTROL , new ProjNode(START, 0, ScopeNode.CTRL).peephole());
+ _scope.define(ScopeNode.ARG0, TypeInteger.BOT, new ProjNode(START, 1, ScopeNode.ARG0).peephole());
+ parseBlock();
+ _scope.pop();
+ _xScopes.pop();
+ if (!_lexer.isEOF()) throw error("Syntax error, unexpected " + _lexer.getAnyNextToken());
+ STOP.peephole();
+ if( show ) showGraph();
+ return STOP;
+ }
+
+ /**
+ * Parses a block
+ *
+ * <pre>
+ * '{' statements '}'
+ * </pre>
+ * Does not parse the opening or closing '{}'
+ * @return a {@link Node} or {@code null}
+ */
+ private Node parseBlock() {
+ // Enter a new scope
+ _scope.push();
+ while (!peek('}') && !_lexer.isEOF())
+ parseStatement();
+ // Exit scope
+ _scope.pop();
+ return null;
+ }
+
+ /**
+ * Parses a statement
+ *
+ * <pre>
+ * returnStatement | declStatement | blockStatement | ifStatement | expressionStatement
+ * </pre>
+ * @return a {@link Node} or {@code null}
+ */
+ private Node parseStatement() {
+ if( false ) return null;
+ else if (matchx("return") ) return parseReturn();
+ else if (matchx("int") ) return parseDecl(TypeInteger.BOT);
+ else if (match ("{") ) return require(parseBlock(),"}");
+ else if (matchx("if") ) return parseIf();
+ else if (matchx("while") ) return parseWhile();
+ else if (matchx("break") ) return parseBreak();
+ else if (matchx("continue")) return parseContinue();
+ else if (matchx("struct") ) return parseStruct();
+ else if (matchx("#showGraph")) return require(showGraph(),";");
+ // declarations of vars with struct type are handled in parseExpressionStatement due
+ // to ambiguity
+ else return parseExpressionStatement();
+ }
+
+ /**
+ * Parse a struct field.
+ * <pre>
+ * int IDENTIFIER ;
+ * </pre>
+ */
+ private Field parseField(String sname) {
+ if( matchx("int") ) // Currently only parsing "int" type fields
+ return require(Field.make(sname,TypeInteger.BOT,requireId()),";");
+ throw errorSyntax("A field type is expected, only type 'int' is supported at present");
+ }
+
+ /**
+ * Parse a struct declaration, and return the following statement.
+ * Only allowed in top level scope.
+ * Structs cannot be redefined.
+ *
+ * @return The statement following the struct
+ */
+ private Node parseStruct() {
+ if (_xScopes.size() > 1) throw errorSyntax("struct declarations can only appear in top level scope");
+ String typeName = requireId();
+ if ( OBJS.containsKey(typeName)) throw errorSyntax("struct '" + typeName + "' cannot be redefined");
+ ArrayList<Field> fields = new ArrayList<>();
+ require("{");
+ while (!peek('}') && !_lexer.isEOF()) {
+ Field field = parseField(typeName);
+ if (fields.contains(field)) throw errorSyntax("Field '" + field + "' already defined in struct '" + typeName + "'");
+ fields.add(field);
+ }
+ require("}");
+ // Build and install the TypeStruct
+ TypeStruct ts = TypeStruct.make(typeName, fields);
+ OBJS.put(typeName, ts); // Insert the struct name in the collection of all struct names
+ START.addMemProj(ts, _scope); // Insert memory edges
+ return parseStatement();
+ }
+
+ /**
+ * Parses a while statement
+ *
+ * <pre>
+ * while ( expression ) statement
+ * </pre>
+ * @return a {@link Node}, never {@code null}
+ */
+ private Node parseWhile() {
+
+ var savedContinueScope = _continueScope;
+ var savedBreakScope = _breakScope;
+
+ require("(");
+
+ // Loop region has two control inputs, the first is the entry
+ // point, and second is back edge that is set after loop is parsed
+ // (see end_loop() call below). Note that the absence of back edge is
+ // used as an indicator to switch off peepholes of the region and
+ // associated phis; see {@code inProgress()}.
+
+ ctrl(new LoopNode(ctrl()).peephole()); // Note we set back edge to null here
+
+ // At loop head, we clone the current Scope (this includes all
+ // names in every nesting level within the Scope).
+ // We create phis eagerly for all the names we find, see dup().
+
+ // Save the current scope as the loop head
+ ScopeNode head = _scope.keep();
+ // Clone the head Scope to create a new Scope for the body.
+ // Create phis eagerly as part of cloning
+ _xScopes.push(_scope = _scope.dup(true)); // The true argument triggers creating phis
+
+ // Parse predicate
+ var pred = require(parseExpression(), ")");
+ // IfNode takes current control and predicate
+ Node ifNode = new IfNode(ctrl(), pred).peephole();
+ // Setup projection nodes
+ Node ifT = new ProjNode(ifNode. keep(), 0, "True" ).peephole().keep();
+ Node ifF = new ProjNode(ifNode.unkeep(), 1, "False").peephole();
+
+ // Clone the body Scope to create the break/exit Scope which accounts for any
+ // side effects in the predicate. The break/exit Scope will be the final
+ // scope after the loop, and its control input is the False branch of
+ // the loop predicate. Note that body Scope is still our current scope.
+ ctrl(ifF);
+ _xScopes.push(_breakScope = _scope.dup());
+
+ // No continues yet
+ _continueScope = null;
+
+ // Parse the true side, which corresponds to loop body
+ // Our current scope is the body Scope
+ ctrl(ifT.unkeep()); // set ctrl token to ifTrue projection
+ parseStatement(); // Parse loop body
+
+ // Merge the loop bottom into other continue statements
+ if (_continueScope != null) {
+ _continueScope = jumpTo(_continueScope);
+ _scope.kill();
+ _scope = _continueScope;
+ }
+
+ // The true branch loops back, so whatever is current _scope.ctrl gets
+ // added to head loop as input. endLoop() updates the head scope, and
+ // goes through all the phis that were created earlier. For each phi,
+ // it sets the second input to the corresponding input from the back
+ // edge. If the phi is redundant, it is replaced by its sole input.
+ var exit = _breakScope;
+ head.endLoop(_scope, exit);
+ head.unkeep().kill();
+
+ _xScopes.pop(); // Cleanup
+ _xScopes.pop(); // Cleanup
+
+ _continueScope = savedContinueScope;
+ _breakScope = savedBreakScope;
+
+ // At exit the false control is the current control, and
+ // the scope is the exit scope after the exit test.
+ return _scope = exit;
+ }
+
+ private ScopeNode jumpTo(ScopeNode toScope) {
+ ScopeNode cur = _scope.dup();
+ ctrl(new ConstantNode(Type.XCONTROL).peephole()); // Kill current scope
+ // Prune nested lexical scopes that have depth > than the loop head
+ // We use _breakScope as a proxy for the loop head scope to obtain the depth
+ while( cur._scopes.size() > _breakScope._scopes.size() )
+ cur.pop();
+ // If this is a continue then first time the target is null
+ // So we just use the pruned current scope as the base for the
+ // continue
+ if (toScope == null)
+ return cur;
+ // toScope is either the break scope, or a scope that was created here
+ assert toScope._scopes.size() <= _breakScope._scopes.size();
+ toScope.ctrl(toScope.mergeScopes(cur));
+ return toScope;
+ }
+
+ private void checkLoopActive() { if (_breakScope == null) throw Parser.error("No active loop for a break or continue"); }
+
+ private Node parseBreak () { checkLoopActive(); return ( _breakScope = require(jumpTo( _breakScope ),";")); }
+ private Node parseContinue() { checkLoopActive(); return (_continueScope = require(jumpTo( _continueScope ),";")); }
+
+ /**
+ * Parses a statement
+ *
+ * <pre>
+ * if ( expression ) statement [else statement]
+ * </pre>
+ * @return a {@link Node}, never {@code null}
+ */
+ private Node parseIf() {
+ require("(");
+ // Parse predicate
+ var pred = require(parseExpression(), ")").keep();
+ // IfNode takes current control and predicate
+ Node ifNode = new IfNode(ctrl(), pred).peephole();
+ // Setup projection nodes
+ Node ifT = new ProjNode(ifNode. keep(), 0, "True" ).peephole().keep();
+ Node ifF = new ProjNode(ifNode.unkeep(), 1, "False").peephole().keep();
+ // In if true branch, the ifT proj node becomes the ctrl
+ // But first clone the scope and set it as current
+ int ndefs = _scope.nIns();
+ ScopeNode fScope = _scope.dup(); // Duplicate current scope
+ _xScopes.push(fScope); // For graph visualization we need all scopes
+
+ // Parse the true side
+ ctrl(ifT.unkeep()); // set ctrl token to ifTrue projection
+ _scope.upcast(ifT,pred,false); // Up-cast predicate
+ parseStatement(); // Parse true-side
+ ScopeNode tScope = _scope;
+
+ // Parse the false side
+ _scope = fScope; // Restore scope, then parse else block if any
+ ctrl(ifF.unkeep()); // Ctrl token is now set to ifFalse projection
+ if (matchx("else")) {
+ _scope.upcast(ifF,pred,true); // Up-cast predicate
+ parseStatement();
+ fScope = _scope;
+ }
+ pred.unkeep();
+
+ if( tScope.nIns() != ndefs || fScope.nIns() != ndefs )
+ throw error("Cannot define a new name on one arm of an if");
+
+ // Merge results
+ _scope = tScope;
+ _xScopes.pop(); // Discard pushed from graph display
+
+ return ctrl(tScope.mergeScopes(fScope));
+ }
+
+
+ /**
+ * Parses a return statement; "return" already parsed.
+ * The $ctrl edge is killed.
+ *
+ * <pre>
+ * 'return' expr ;
+ * </pre>
+ * @return an expression {@link Node}, never {@code null}
+ */
+ private Node parseReturn() {
+ var expr = require(parseExpression(), ";");
+ Node ret = STOP.addReturn(new ReturnNode(ctrl(), expr, _scope).peephole());
+ ctrl(new ConstantNode(Type.XCONTROL).peephole()); // Kill control
+ return ret;
+ }
+
+ /**
+ * Dumps out the node graph
+ * @return {@code null}
+ */
+ Node showGraph() {
+ System.out.println(new GraphVisualizer().generateDotOutput(STOP,_scope,_xScopes));
+ return null;
+ }
+
+ /**
+ * Parses an expression statement or a declaration statement where type is a struct
+ *
+ * <pre>
+ * name; // Error
+ * type name; // Define name with default initial value
+ * type name = expr; // Define name with given initial value
+ * name = expr; // Reassign existing
+ * expr // Something else
+ * </pre>
+ * @return an expression {@link Node}, never {@code null}
+ */
+ private Node parseExpressionStatement() {
+ int old = _lexer._position;
+ Type t = type();
+ String name = requireId();
+ Node expr;
+ if( match(";") ) { // Assign a default value
+ // No type and no expr is an error
+ if( t==null ) throw errorSyntax("expression");
+ expr = new ConstantNode(t.makeInit()).peephole();
+ } else if( match("=") ) { // Assign "= expr;"
+ expr = require(parseExpression(), ";");
+ } else { // Neither, so just a normal expression parse
+ _lexer._position = old;
+ return require(parseExpression(),";");
+ }
+
+ // Defining a new variable vs updating an old one
+ if( t != null ) {
+ if( _scope.define(name,t,expr) == null )
+ throw error("Redefining name '" + name + "'");
+ } else {
+ Node n = _scope.lookup(name);
+ t = _scope.lookupDeclaredType(name);
+ if( n==null )
+ throw error("Undefined name '" + name + "'");
+ _scope.update(name,expr);
+ }
+ if( !expr._type.isa(t) )
+ throw error("Type " + expr._type.str() + " is not of declared type " + t.str());
+ return expr;
+ }
+
+ // Parse a type-or-null
+ private Type type() {
+ int old = _lexer._position;
+ String tname = _lexer.matchId();
+ if( tname==null ) return null;
+ if( tname.equals("int") ) return TypeInteger.BOT;
+ TypeStruct obj = OBJS.get(tname);
+ if( obj != null )
+ return TypeMemPtr.make(obj,match("?"));
+ // Not a type; unwind the parse
+ _lexer._position = old;
+ return null;
+ }
+
+ /**
+ * Parses a declStatement
+ *
+ * <pre>
+ * type name = expression ';'
+ * </pre>
+ * @return an expression {@link Node}
+ */
+ private Node parseDecl(Type t) {
+ var name = requireId();
+ var expr = match(";")
+ // Assign a null value
+ ? new ConstantNode(t.makeInit()).peephole()
+ // Assign "= expr;"
+ : require(require("=").parseExpression(), ";");
+ if( !expr._type.isa(t) )
+ throw error("Type " + expr._type.str() + " is not of declared type " + t.str());
+ if( _scope.define(name,t,expr) == null )
+ throw error("Redefining name '" + name + "'");
+ return expr;
+ }
+
+
+ /**
+ * Parse an expression of the form:
+ *
+ * <pre>
+ * expr : compareExpr
+ * </pre>
+ * @return an expression {@link Node}, never {@code null}
+ */
+ private Node parseExpression() { return parseComparison(); }
+
+ /**
+ * Parse an expression of the form:
+ *
+ * <pre>
+ * expr : additiveExpr op additiveExpr
+ * </pre>
+ * @return an comparator expression {@link Node}, never {@code null}
+ */
+ private Node parseComparison() {
+ var lhs = parseAddition();
+ while( true ) {
+ int idx=0; boolean negate=false;
+ // Test for any local nodes made, and "keep" lhs during peepholes
+ if( false ) ;
+ else if( match("==") ) { idx=2; lhs = new BoolNode.EQ(lhs, null); }
+ else if( match("!=") ) { idx=2; lhs = new BoolNode.EQ(lhs, null); negate=true; }
+ else if( match("<=") ) { idx=2; lhs = new BoolNode.LE(lhs, null); }
+ else if( match("<" ) ) { idx=2; lhs = new BoolNode.LT(lhs, null); }
+ else if( match(">=") ) { idx=1; lhs = new BoolNode.LE(null, lhs); }
+ else if( match(">" ) ) { idx=1; lhs = new BoolNode.LT(null, lhs); }
+ else break;
+ // Peepholes can fire, but lhs is already "hooked", kept alive
+ lhs.setDef(idx,parseAddition());
+ lhs = lhs.peephole();
+ if( negate ) // Extra negate for !=
+ lhs = new NotNode(lhs).peephole();
+ }
+ return lhs;
+ }
+
+ /**
+ * Parse an additive expression
+ *
+ * <pre>
+ * additiveExpr : multiplicativeExpr (('+' | '-') multiplicativeExpr)*
+ * </pre>
+ * @return an add expression {@link Node}, never {@code null}
+ */
+ private Node parseAddition() {
+ Node lhs = parseMultiplication();
+ while( true ) {
+ if( false ) ;
+ else if( match("+") ) lhs = new AddNode(lhs,null);
+ else if( match("-") ) lhs = new SubNode(lhs,null);
+ else break;
+ lhs.setDef(2,parseMultiplication());
+ lhs = lhs.peephole();
+ }
+ return lhs;
+ }
+
+ /**
+ * Parse an multiplicativeExpr expression
+ *
+ * <pre>
+ * multiplicativeExpr : unaryExpr (('*' | '/') unaryExpr)*
+ * </pre>
+ * @return a multiply expression {@link Node}, never {@code null}
+ */
+ private Node parseMultiplication() {
+ var lhs = parseUnary();
+ while( true ) {
+ if( false ) ;
+ else if( match("*") ) lhs = new MulNode(lhs,null);
+ else if( match("/") ) lhs = new DivNode(lhs,null);
+ else break;
+ lhs.setDef(2,parseUnary());
+ lhs = lhs.peephole();
+ }
+ return lhs;
+ }
+
+ /**
+ * Parse a unary minus expression.
+ *
+ * <pre>
+ * unaryExpr : ('-') | '!') unaryExpr | postfixExpr | primaryExpr
+ * </pre>
+ * @return a unary expression {@link Node}, never {@code null}
+ */
+ private Node parseUnary() {
+ if (match("-")) return new MinusNode(parseUnary()).peephole();
+ if (match("!")) return new NotNode(parseUnary()).peephole();
+ return parsePostfix(parsePrimary());
+ }
+
+ /**
+ * Parse a primary expression:
+ *
+ * <pre>
+ * primaryExpr : integerLiteral | Identifier | true | false | null | new Identifier | '(' expression ')'
+ * </pre>
+ * @return a primary {@link Node}, never {@code null}
+ */
+ private Node parsePrimary() {
+ if( _lexer.isNumber() ) return parseIntegerLiteral();
+ if( match("(") ) return require(parseExpression(), ")");
+ if( matchx("true" ) ) return new ConstantNode(TypeInteger.constant(1)).peephole();
+ if( matchx("false") ) return new ConstantNode(TypeInteger.constant(0)).peephole();
+ if( matchx("null" ) ) return new ConstantNode(TypeMemPtr.NULLPTR).peephole();
+ if( matchx("new") ) {
+ String structName = requireId();
+ TypeStruct obj = OBJS.get(structName);
+ if( obj == null) throw errorSyntax("Unknown struct type '" + structName + "'");
+ return newStruct(obj);
+ }
+ String name = _lexer.matchId();
+ if( name == null) throw errorSyntax("an identifier or expression");
+ Node n = _scope.lookup(name);
+ if( n!=null ) return n;
+ throw error("Undefined name '" + name + "'");
+ }
+
+ /**
+ * Return a NewNode but also generate instructions to initialize it.
+ */
+ private Node newStruct(TypeStruct obj) {
+ Node n = new NewNode(TypeMemPtr.make(obj), ctrl()).peephole().keep();
+ Node initValue = new ConstantNode(TypeInteger.constant(0)).peephole();
+ for (Field field: obj._fields) {
+ memAlias(field, new StoreNode(field, memAlias(field), n, initValue).peephole());
+ }
+ return n.unkeep();
+ }
+
+ // We set up memory aliases by inserting special vars in the scope these
+ // variables are prefixed by $ so they cannot be referenced in Simple code.
+ // Using vars has the benefit that all the existing machinery of scoping
+ // and phis work as expected
+ private Node memAlias(Field fld ) { return _scope.lookup(fld.aliasName() ); }
+ private Node memAlias(Field fld, Node st) { return _scope.update(fld.aliasName(), st); }
+
+ /**
+ * Parse postfix expression. For now this is just a field
+ * expression, but in future could be array index too.
+ *
+ * <pre>
+ * expr ('.' IDENTIFIER)* [ = expr ]
+ * </pre>
+ */
+ private Node parsePostfix(Node expr) {
+ if( !match(".") ) return expr;
+
+ if( !(expr._type instanceof TypeMemPtr ptr) )
+ throw error("Expected struct reference but got " + expr._type.str());
+
+ String name = requireId();
+ Field field = ptr._obj==null ? null : ptr._obj.get(name);
+ if( field == null ) throw error("Accessing unknown field '" + name + "' from '" + ptr.str() + "'");
+
+ if( match("=") ) {
+ // Disambiguate "obj.fld==x" boolean test from "obj.fld=x" field assignment
+ if( peek('=') ) _lexer._position--;
+ else {
+ Node val = parseExpression();
+ memAlias(field, new StoreNode(field, memAlias(field), expr, val).peephole());
+ return expr; // "obj.a = expr" returns the expression while updating memory
+ }
+ }
+
+ return parsePostfix(new LoadNode(field, memAlias(field), expr).peephole());
+ }
+
+ /**
+ * Parse integer literal
+ *
+ * <pre>
+ * integerLiteral: [1-9][0-9]* | [0]
+ * </pre>
+ */
+ private ConstantNode parseIntegerLiteral() {
+ return (ConstantNode) new ConstantNode(_lexer.parseNumber()).peephole();
+ }
+
+ //////////////////////////////////
+ // Utilities for lexical analysis
+
+ // Return true and skip if "syntax" is next in the stream.
+ private boolean match (String syntax) { return _lexer.match (syntax); }
+ // Match must be "exact", not be followed by more id letters
+ private boolean matchx(String syntax) { return _lexer.matchx(syntax); }
+ // Return true and do NOT skip if 'ch' is next
+ private boolean peek(char ch) { return _lexer.peek(ch); }
+ private boolean peekIsId() { return _lexer.peekIsId(); }
+
+ // Require and return an identifier
+ private String requireId() {
+ String id = _lexer.matchId();
+ if (id != null && !KEYWORDS.contains(id) ) return id;
+ throw error("Expected an identifier, found '"+id+"'");
+ }
+
+
+
+ // Require an exact match
+ private Parser require(String syntax) { require(null, syntax); return this; }
+ private <N> N require(N n, String syntax) {
+ if (match(syntax)) return n;
+ throw errorSyntax(syntax);
+ }
+
+ RuntimeException errorSyntax(String syntax) {
+ return error("Syntax error, expected " + syntax + ": " + _lexer.getAnyNextToken());
+ }
+
+ public static RuntimeException error( String errorMessage ) {
+ return new RuntimeException(errorMessage);
+ }
+
+ ////////////////////////////////////
+ // Lexer components
+
+ private static class Lexer {
+
+ // Input buffer; an array of text bytes read from a file or a string
+ private final byte[] _input;
+ // Tracks current position in input buffer
+ private int _position = 0;
+
+ /**
+ * Record the source text for lexing
+ */
+ public Lexer(String source) {
+ this(source.getBytes());
+ }
+
+ /**
+ * Direct from disk file source
+ */
+ public Lexer(byte[] buf) {
+ _input = buf;
+ }
+
+ // Very handy in the debugger, shows the unparsed program
+ @Override
+ public String toString() {
+ return new String(_input, _position, _input.length - _position);
+ }
+
+ // True if at EOF
+ private boolean isEOF() {
+ return _position >= _input.length;
+ }
+
+ // Peek next character, or report EOF
+ private char peek() {
+ return isEOF() ? Character.MAX_VALUE // Special value that causes parsing to terminate
+ : (char) _input[_position];
+ }
+
+ private char nextChar() {
+ char ch = peek();
+ _position++;
+ return ch;
+ }
+
+ // True if a white space
+ private boolean isWhiteSpace() {
+ return peek() <= ' '; // Includes all the use space, tab, newline, CR
+ }
+
+ /**
+ * Return the next non-white-space character
+ */
+ private void skipWhiteSpace() {
+ while (isWhiteSpace()) _position++;
+ }
+
+
+ // Return true, if we find "syntax" after skipping white space; also
+ // then advance the cursor past syntax.
+ // Return false otherwise, and do not advance the cursor.
+ boolean match(String syntax) {
+ skipWhiteSpace();
+ int len = syntax.length();
+ if (_position + len > _input.length) return false;
+ for (int i = 0; i < len; i++)
+ if ((char) _input[_position + i] != syntax.charAt(i))
+ return false;
+ _position += len;
+ return true;
+ }
+
+ // Match must be exact and not followed by more ID characters.
+ // Prevents identifier "ifxy" from matching an "if" statement.
+ boolean matchx(String syntax) {
+ if( !match(syntax) ) return false;
+ if( !isIdLetter(peek()) ) return true;
+ _position -= syntax.length();
+ return false;
+ }
+
+ private boolean peek(char ch) {
+ skipWhiteSpace();
+ return peek()==ch;
+ }
+
+ boolean peekIsId() {
+ skipWhiteSpace();
+ return isIdStart(peek());
+ }
+
+ // Return an identifier or null
+ String matchId() {
+ return peekIsId() ? parseId() : null;
+ }
+
+ // Used for errors
+ String getAnyNextToken() {
+ if (isEOF()) return "";
+ if (isIdStart(peek())) return parseId();
+ if (isPunctuation(peek())) return parsePunctuation();
+ return String.valueOf(peek());
+ }
+
+ boolean isNumber() {return isNumber(peek());}
+ boolean isNumber(char ch) {return Character.isDigit(ch);}
+
+ private Type parseNumber() {
+ int start = _position;
+ while (isNumber(nextChar())) ;
+ String snum = new String(_input, start, --_position - start);
+ if (snum.length() > 1 && snum.charAt(0) == '0')
+ throw error("Syntax error: integer values cannot start with '0'");
+ return TypeInteger.constant(Long.parseLong(snum));
+ }
+
+ // First letter of an identifier
+ private boolean isIdStart(char ch) {
+ return Character.isAlphabetic(ch) || ch == '_';
+ }
+
+ // All characters of an identifier, e.g. "_x123"
+ private boolean isIdLetter(char ch) {
+ return Character.isLetterOrDigit(ch) || ch == '_';
+ }
+
+ private String parseId() {
+ int start = _position;
+ while (isIdLetter(nextChar())) ;
+ return new String(_input, start, --_position - start);
+ }
+
+ //
+ private boolean isPunctuation(char ch) {
+ return "=;[]<>()+-/*".indexOf(ch) != -1;
+ }
+
+ private String parsePunctuation() {
+ int start = _position;
+ return new String(_input, start, 1);
+ }
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/Utils.java b/chapter10/src/main/java/com/seaofnodes/simple/Utils.java
new file mode 100644
index 00000000..e3f29b3d
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/Utils.java
@@ -0,0 +1,58 @@
+package com.seaofnodes.simple;
+
+import java.util.ArrayList;
+
+public class Utils {
+ public static RuntimeException TODO() { return TODO("Not yet implemented"); }
+ public static RuntimeException TODO(String msg) { return new RuntimeException(msg); }
+
+ /**
+ * Fast, constant-time, element removal. Does not preserve order
+ *
+ * @param array ArrayList to modify
+ * @param i element to be removed
+ * @return element removed
+ */
+ public static <E> E del(ArrayList<E> array, int i) {
+ if ( i >= 0 && i < array.size() ) {
+ E tmp = array.get(i);
+ E last = array.removeLast();
+ if (i < array.size()) array.set(i, last);
+ return tmp;
+ }
+ return null;
+ }
+
+ /**
+ * Search a list for an element by reference
+ *
+ * @param ary List to search in
+ * @param x Object to be searched
+ * @return >= 0 on success, -1 on failure
+ */
+ public static <E> int find( ArrayList<E> ary, E x ) {
+ for( int i=0; i<ary.size(); i++ )
+ if( ary.get(i)==x )
+ return i;
+ return -1;
+ }
+ /**
+ * Search a list for an element by reference
+ *
+ * @param ary List to search in
+ * @param x Object to be searched
+ * @return >= 0 on success, -1 on failure
+ */
+ public static <E> int find( E[] ary, E x ) {
+ for( int i=0; i<ary.length; i++ )
+ if( ary[i]==x )
+ return i;
+ return -1;
+ }
+
+ // Rotate a long, nice for hashes
+ public static long rot( long x, int n ) { return (x<<n) | (x>>>n); }
+
+ // Fold a 64bit hash into 32 bits
+ public static int fold( long x ) { return (int)((x>>32) ^ x); }
+} \ No newline at end of file
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/AddNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/AddNode.java
new file mode 100644
index 00000000..2cc0b465
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/AddNode.java
@@ -0,0 +1,174 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.*;
+
+import java.util.BitSet;
+
+public class AddNode extends Node {
+ public AddNode(Node lhs, Node rhs) { super(null, lhs, rhs); }
+
+ @Override public String label() { return "Add"; }
+
+ @Override public String glabel() { return "+"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("("), visited);
+ in(2)._print0(sb.append("+"), visited);
+ return sb.append(")");
+ }
+
+
+ @Override
+ public Type compute() {
+ if( in(1)._type instanceof TypeInteger i0 &&
+ in(2)._type instanceof TypeInteger i1 ) {
+ if (i0.isConstant() && i1.isConstant())
+ return TypeInteger.constant(i0.value()+i1.value());
+ }
+ return in(1)._type.meet(in(2)._type);
+ }
+
+ @Override
+ public Node idealize () {
+ Node lhs = in(1);
+ Node rhs = in(2);
+ Type t2 = rhs._type;
+
+ // Add of 0. We do not check for (0+x) because this will already
+ // canonicalize to (x+0)
+ if( t2 instanceof TypeInteger i && i.value()==0 )
+ return lhs;
+
+ // Add of same to a multiply by 2
+ if( lhs==rhs )
+ return new MulNode(lhs,new ConstantNode(TypeInteger.constant(2)).peephole());
+
+ // Goal: a left-spine set of adds, with constants on the rhs (which then fold).
+
+ // Move non-adds to RHS
+ if( !(lhs instanceof AddNode) && rhs instanceof AddNode )
+ return swap12();
+
+ // x+(-y) becomes x-y
+ if( rhs instanceof MinusNode minus )
+ return new SubNode(lhs,minus.in(1));
+
+ // Now we might see (add add non) or (add non non) or (add add add) but never (add non add)
+
+ // Do we have x + (y + z) ?
+ // Swap to (x + y) + z
+ // Rotate (add add add) to remove the add on RHS
+ if( rhs instanceof AddNode add )
+ return new AddNode(new AddNode(lhs,add.in(1)).peephole(), add.in(2));
+
+ // Now we might see (add add non) or (add non non) but never (add non add) nor (add add add)
+ if( !(lhs instanceof AddNode) )
+ // Rotate; look for (add (phi cons) con/(phi cons))
+ return spine_cmp(lhs,rhs,this) ? swap12() : phiCon(this,true);
+
+ // Now we only see (add add non)
+
+ // Dead data cycle; comes about from dead infinite loops. Do nothing,
+ // the loop will peep as dead after a bit.
+ if( lhs.in(1) == lhs )
+ return null;
+
+ // Do we have (x + con1) + con2?
+ // Replace with (x + (con1+con2) which then fold the constants
+ // lhs.in(2) is con1 here
+ // If lhs.in(2) is not a constant, we add ourselves as a dependency
+ // because if it later became a constant then we could make this
+ // transformation.
+ if( lhs.in(2).addDep(this)._type.isConstant() && rhs._type.isConstant() )
+ return new AddNode(lhs.in(1),new AddNode(lhs.in(2),rhs).peephole());
+
+
+ // Do we have ((x + (phi cons)) + con) ?
+ // Do we have ((x + (phi cons)) + (phi cons)) ?
+ // Push constant up through the phi: x + (phi con0+con0 con1+con1...)
+ Node phicon = phiCon(this,true);
+ if( phicon!=null ) return phicon;
+
+ // Now we sort along the spine via rotates, to gather similar things together.
+
+ // Do we rotate (x + y) + z
+ // into (x + z) + y ?
+ if( spine_cmp(lhs.in(2),rhs,this) )
+ return new AddNode(new AddNode(lhs.in(1),rhs).peephole(),lhs.in(2));
+
+ return null;
+ }
+
+ // Rotation is only valid for associative ops, e.g. Add, Mul, And, Or.
+ // Do we have ((phi cons)|(x + (phi cons)) + con|(phi cons)) ?
+ // Push constant up through the phi: x + (phi con0+con0 con1+con1...)
+ static Node phiCon(Node op, boolean rotate) {
+ Node lhs = op.in(1);
+ Node rhs = op.in(2);
+ // LHS is either a Phi of constants, or another op with Phi of constants
+ PhiNode lphi = pcon(lhs,op);
+ if( rotate && lphi==null && lhs.nIns() > 2 ) {
+ // Only valid to rotate constants if both are same associative ops
+ if( lhs.getClass() != op.getClass() ) return null;
+ lphi = pcon(lhs.in(2),op); // Will rotate with the Phi push
+ }
+ if( lphi==null ) return null;
+
+ // RHS is a constant or a Phi of constants
+ if( !(rhs instanceof ConstantNode) && pcon(rhs,op)==null )
+ return null;
+
+ // If both are Phis, must be same Region
+ if( rhs instanceof PhiNode && lphi.in(0) != rhs.in(0) )
+ return null;
+
+ // Note that this is the exact reverse of Phi pulling a common op down
+ // to reduce total op-count. We don't get in an endless push-up
+ // push-down peephole cycle because the constants all fold first.
+ Node[] ns = new Node[lphi.nIns()];
+ ns[0] = lphi.in(0);
+ // Push constant up through the phi: x + (phi con0+con0 con1+con1...)
+ for( int i=1; i<ns.length; i++ )
+ ns[i] = op.copy(lphi.in(i), rhs instanceof PhiNode ? rhs.in(i) : rhs).peephole();
+ String label = lphi._label + (rhs instanceof PhiNode rphi ? rphi._label : "");
+ Node phi = new PhiNode(label,lphi._declaredType,ns).peephole();
+ // Rotate needs another op, otherwise just the phi
+ return lhs==lphi ? phi : op.copy(lhs.in(1),phi);
+ }
+
+ /**
+ * Tests if the op is a phi and has all constant inputs.
+ * If not, returns null.
+ * If op is a phi, but its inputs are not all constants, then dep is added as
+ * a dependency to the phi's non-const input, because if later the input turn into a constant
+ * dep can make progress.
+ */
+ static PhiNode pcon(Node op, Node dep) {
+ return op instanceof PhiNode phi && phi.allCons(dep) ? phi : null;
+ }
+
+ // Compare two off-spine nodes and decide what order they should be in.
+ // Do we rotate ((x + hi) + lo) into ((x + lo) + hi) ?
+ // Generally constants always go right, then Phi-of-constants, then muls, then others.
+ // Ties with in a category sort by node ID.
+ // TRUE if swapping hi and lo.
+ static boolean spine_cmp( Node hi, Node lo, Node dep ) {
+ if( lo._type.isConstant() ) return false;
+ if( hi._type.isConstant() ) return true ;
+
+ if( lo instanceof PhiNode lphi && lphi.region()._type==Type.XCONTROL ) return false;
+ if( hi instanceof PhiNode hphi && hphi.region()._type==Type.XCONTROL ) return false;
+
+ if( lo instanceof PhiNode && lo.allCons(dep) ) return false;
+ if( hi instanceof PhiNode && hi.allCons(dep) ) return true ;
+
+ if( lo instanceof PhiNode && !(hi instanceof PhiNode) ) return true;
+ if( hi instanceof PhiNode && !(lo instanceof PhiNode) ) return false;
+
+ // Same category of "others"
+ return lo._nid > hi._nid;
+ }
+
+ @Override Node copy(Node lhs, Node rhs) { return new AddNode(lhs,rhs); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/BoolNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/BoolNode.java
new file mode 100644
index 00000000..9c15f01b
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/BoolNode.java
@@ -0,0 +1,75 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+import com.seaofnodes.simple.type.TypeMemPtr;
+
+import java.util.BitSet;
+
+abstract public class BoolNode extends Node {
+
+ public BoolNode(Node lhs, Node rhs) {
+ super(null, lhs, rhs);
+ }
+
+ abstract String op(); // String opcode name
+
+ @Override
+ public String label() { return getClass().getSimpleName(); }
+
+ @Override
+ public String glabel() { return op(); }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("("), visited);
+ in(2)._print0(sb.append(op()), visited);
+ return sb.append(")");
+ }
+
+ @Override
+ public Type compute() {
+ if( in(1)._type instanceof TypeInteger i0 &&
+ in(2)._type instanceof TypeInteger i1 ) {
+ if (i0.isConstant() && i1.isConstant())
+ return TypeInteger.constant(doOp(i0.value(), i1.value()) ? 1 : 0);
+ }
+ return in(1)._type.meet(in(2)._type);
+ }
+
+ abstract boolean doOp(long lhs, long rhs);
+
+ @Override
+ public Node idealize() {
+ // Compare of same
+ if( in(1)==in(2) )
+ return new ConstantNode(TypeInteger.constant(doOp(3,3)?1:0));
+
+ // Equals pushes constant to the right; 5==X becomes X==5.
+ if( this instanceof EQ ) {
+ if( !(in(2) instanceof ConstantNode) ) {
+ // con==noncon becomes noncon==con
+ if( in(1) instanceof ConstantNode )
+ return new EQ(in(2),in(1));
+ // Equals sorts by NID otherwise: non.high == non.low becomes non.low == non.high
+ else if( in(1)._nid > in(2)._nid )
+ return new EQ(in(2),in(1));
+ }
+ // Equals X==0 becomes a !X
+ if( (in(2)._type == TypeInteger.ZERO || in(2)._type == TypeMemPtr.NULLPTR) )
+ return new NotNode(in(1));
+ }
+
+ // Do we have ((x * (phi cons)) * con) ?
+ // Do we have ((x * (phi cons)) * (phi cons)) ?
+ // Push constant up through the phi: x * (phi con0*con0 con1*con1...)
+ Node phicon = AddNode.phiCon(this,this instanceof EQ);
+ if( phicon!=null ) return phicon;
+
+ return null;
+ }
+
+ public static class EQ extends BoolNode { public EQ(Node lhs, Node rhs) { super(lhs,rhs); } String op() { return "=="; } boolean doOp(long lhs, long rhs) { return lhs == rhs; } Node copy(Node lhs, Node rhs) { return new EQ(lhs,rhs); } }
+ public static class LT extends BoolNode { public LT(Node lhs, Node rhs) { super(lhs,rhs); } String op() { return "<" ; } boolean doOp(long lhs, long rhs) { return lhs < rhs; } Node copy(Node lhs, Node rhs) { return new LT(lhs,rhs); } }
+ public static class LE extends BoolNode { public LE(Node lhs, Node rhs) { super(lhs,rhs); } String op() { return "<="; } boolean doOp(long lhs, long rhs) { return lhs <= rhs; } Node copy(Node lhs, Node rhs) { return new LE(lhs,rhs); } }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/CastNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/CastNode.java
new file mode 100644
index 00000000..fec540f7
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/CastNode.java
@@ -0,0 +1,38 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+import com.seaofnodes.simple.IterPeeps;
+
+import java.util.BitSet;
+
+// Upcast (join) the input to a t. Used after guard test to lift an input.
+// Can also be used to make a type-assertion if ctrl is null.
+public class CastNode extends Node {
+ private final Type _t;
+ public CastNode(Type t, Node ctrl, Node in) {
+ super(ctrl, in);
+ _t = t;
+ setType(compute());
+ }
+
+ @Override public String label() { return "("+_t.str()+")"; }
+
+ @Override
+ public String uniqueName() { return "Cast_" + _nid; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ return in(1)._print0(sb.append(label()), visited);
+ }
+
+ @Override
+ public Type compute() {
+ return in(1)._type.join(_t);
+ }
+
+ @Override
+ public Node idealize() {
+ return in(1)._type.isa(_t) ? in(1) : null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/ConstantNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/ConstantNode.java
new file mode 100644
index 00000000..c4ea08b5
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/ConstantNode.java
@@ -0,0 +1,58 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.Parser;
+import com.seaofnodes.simple.type.Type;
+
+import java.util.BitSet;
+
+/**
+ * A Constant node represents a constant value. At present, the only constants
+ * that we allow are integer literals; therefore Constants contain an integer
+ * value. As we add other types of constants, we will refactor how we represent
+ * Constants.
+ * <p>
+ * Constants have no semantic inputs. However, we set Start as an input to
+ * Constants to enable a forward graph walk. This edge carries no semantic
+ * meaning, and it is present <em>solely</em> to allow visitation.
+ * <p>
+ * The Constant's value is the value stored in it.
+ */
+public class ConstantNode extends Node {
+ Type _con;
+ public ConstantNode( Type type ) {
+ super(Parser.START);
+ _con = type;
+ }
+
+ @Override
+ public String label() { return "#"+_con; }
+
+ @Override
+ public String uniqueName() { return "Con_" + _nid; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ return _con._print(sb);
+ }
+
+ @Override public boolean isMultiTail() { return true; }
+
+ @Override
+ public Type compute() { return _con; }
+
+ @Override
+ public Node idealize() { return null; }
+
+ @Override
+ boolean eq(Node n) {
+ ConstantNode con = (ConstantNode)n; // Contract
+ return _con==con._con;
+ }
+
+ @Override
+ int hash() { return _con.hashCode(); }
+
+ // Dead control is its own idom root
+ Node idom() { return null; }
+
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/DivNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/DivNode.java
new file mode 100644
index 00000000..ed1a233c
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/DivNode.java
@@ -0,0 +1,38 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+
+import java.util.BitSet;
+
+public class DivNode extends Node {
+ public DivNode(Node lhs, Node rhs) { super(null, lhs, rhs); }
+
+ @Override public String label() { return "Div"; }
+
+ @Override public String glabel() { return "//"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("("), visited);
+ in(2)._print0(sb.append("/"), visited);
+ return sb.append(")");
+ }
+
+ @Override
+ public Type compute() {
+ if (in(1)._type instanceof TypeInteger i0 &&
+ in(2)._type instanceof TypeInteger i1) {
+ if (i0.isConstant() && i1.isConstant())
+ return i1.value() == 0
+ ? TypeInteger.ZERO
+ : TypeInteger.constant(i0.value()/i1.value());
+ }
+ return in(1)._type.meet(in(2)._type);
+ }
+
+ @Override
+ public Node idealize() { return null; }
+
+ @Override Node copy(Node lhs, Node rhs) { return new DivNode(lhs,rhs); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/IfNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/IfNode.java
new file mode 100644
index 00000000..1cf4ddaf
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/IfNode.java
@@ -0,0 +1,62 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.IterPeeps;
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+import com.seaofnodes.simple.type.TypeTuple;
+import java.util.BitSet;
+
+public class IfNode extends MultiNode {
+
+ public IfNode(Node ctrl, Node pred) {
+ super(ctrl, pred);
+ IterPeeps.add(this); // Because idoms are complex, just add it
+ }
+
+ @Override
+ public String label() { return "If"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ sb.append("if( ");
+ return in(1)._print0(sb, visited).append(" )");
+ }
+
+ @Override public boolean isCFG() { return true; }
+ @Override public boolean isMultiHead() { return true; }
+
+ public Node ctrl() { return in(0); }
+ public Node pred() { return in(1); }
+
+ @Override
+ public Type compute() {
+ // If the If node is not reachable then neither is any following Proj
+ if (ctrl()._type != Type.CONTROL && ctrl()._type != Type.BOTTOM )
+ return TypeTuple.IF_NEITHER;
+ Node pred = pred();
+ Type t = pred._type;
+ // High types mean NEITHER side is reachable.
+ // Wait until the type falls to decide which way to go.
+ if( t == Type.TOP || t == TypeInteger.TOP )
+ return TypeTuple.IF_NEITHER;
+ // If constant is 0 then false branch is reachable
+ // Else true branch is reachable
+ if (t instanceof TypeInteger ti && ti.isConstant())
+ return ti==TypeInteger.ZERO ? TypeTuple.IF_FALSE : TypeTuple.IF_TRUE;
+
+ return TypeTuple.IF_BOTH;
+ }
+
+ @Override
+ public Node idealize() {
+ // Hunt up the immediate dominator tree. If we find an identical if
+ // test on either the true or false branch, that side wins.
+ if( !pred()._type.isHighOrConst() )
+ for( Node dom = idom(), prior=this; dom!=null; prior = dom, dom = dom.idom() )
+ if( dom.addDep(this) instanceof IfNode iff && iff.pred().addDep(this)==pred() && prior instanceof ProjNode prj ) {
+ setDef(1,new ConstantNode(TypeInteger.make(true,prj._idx==0?1:0)).peephole());
+ return this;
+ }
+ return null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/LoadNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/LoadNode.java
new file mode 100644
index 00000000..26e57727
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/LoadNode.java
@@ -0,0 +1,43 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.Field;
+
+import java.util.BitSet;
+
+/**
+ * Load represents extracting a value from inside a memory object,
+ * in chapter 10 this means Struct fields.
+ */
+public class LoadNode extends MemOpNode {
+
+ /**
+ * Load a value from a ptr.field.
+ *
+ * @param field The struct field we are loading
+ * @param memSlice The memory alias node - this is updated after a Store
+ * @param memPtr The ptr to the struct from where we load a field
+ */
+ public LoadNode(Field field, Node memSlice, Node memPtr) {
+ super(field, memSlice, memPtr, null);
+ }
+
+ @Override
+ public String label() { return "Load"; }
+
+ @Override
+ public String glabel() { return "."+_field._fname; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) { return sb.append(".").append(_field._fname); }
+
+ @Override
+ public Type compute() {
+ return _field._type;
+ }
+
+ @Override
+ public Node idealize() {
+ return null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/LoopNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/LoopNode.java
new file mode 100644
index 00000000..0b84f897
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/LoopNode.java
@@ -0,0 +1,29 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+
+import java.util.BitSet;
+
+public class LoopNode extends RegionNode {
+
+ public LoopNode( Node entry ) { super(null,entry,null); }
+
+ Node entry() { return in(1); }
+ Node back () { return in(2); }
+
+ @Override
+ public String label() { return "Loop"; }
+
+ @Override
+ public Type compute() {
+ if( inProgress() ) return Type.CONTROL;
+ return entry()._type;
+ }
+
+ @Override
+ public Node idealize() {
+ return inProgress() ? null : super.idealize();
+ }
+
+ @Override Node idom() { return entry(); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/MemOpNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/MemOpNode.java
new file mode 100644
index 00000000..4376bb0f
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/MemOpNode.java
@@ -0,0 +1,41 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Field;
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeMemPtr;
+
+/**
+ * Convenience common base for Load and Store.
+ */
+abstract class MemOpNode extends Node {
+
+ protected Field _field;
+
+ public MemOpNode(Field field, Node memSlice, Node memPtr, Node value) {
+ super(null, memSlice, memPtr, value);
+ this._field = field;
+ }
+
+ public Node mem() { return in(1); }
+ public Node ptr() { return in(2); }
+ public Node val() { return nIns() > 3 ? in(3) : null; }
+
+ @Override
+ boolean eq(Node n) {
+ MemOpNode mem = (MemOpNode)n; // Invariant
+ return _field.equals(mem._field);
+ }
+
+ @Override
+ int hash() {
+ return _field._alias;
+ }
+
+ @Override
+ String err() {
+ Type ptr = ptr()._type;
+ return (ptr==Type.BOTTOM || (ptr instanceof TypeMemPtr tmp && tmp._nil) )
+ ? "Might be null accessing '" + _field.str() + "'"
+ : null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/MinusNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/MinusNode.java
new file mode 100644
index 00000000..524f63a0
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/MinusNode.java
@@ -0,0 +1,30 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+
+import java.util.BitSet;
+
+public class MinusNode extends Node {
+ public MinusNode(Node in) { super(null, in); }
+
+ @Override public String label() { return "Minus"; }
+
+ @Override public String glabel() { return "-"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("(-"), visited);
+ return sb.append(")");
+ }
+
+ @Override
+ public Type compute() {
+ if (in(1)._type instanceof TypeInteger i0)
+ return i0.isConstant() ? TypeInteger.constant(-i0.value()) : i0;
+ return TypeInteger.TOP.meet(in(1)._type);
+ }
+
+ @Override
+ public Node idealize() { return null; }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/MulNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/MulNode.java
new file mode 100644
index 00000000..d63d2cb1
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/MulNode.java
@@ -0,0 +1,57 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+
+import java.util.BitSet;
+
+public class MulNode extends Node {
+ public MulNode(Node lhs, Node rhs) { super(null, lhs, rhs); }
+
+ @Override public String label() { return "Mul"; }
+
+ @Override public String glabel() { return "*"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("("), visited);
+ in(2)._print0(sb.append("*"), visited);
+ return sb.append(")");
+ }
+
+ @Override
+ public Type compute() {
+ if (in(1)._type instanceof TypeInteger i0 &&
+ in(2)._type instanceof TypeInteger i1) {
+ if (i0.isConstant() && i1.isConstant())
+ return TypeInteger.constant(i0.value()*i1.value());
+ }
+ return in(1)._type.meet(in(2)._type);
+ }
+
+ @Override
+ public Node idealize() {
+ Node lhs = in(1);
+ Node rhs = in(2);
+ Type t1 = lhs._type;
+ Type t2 = rhs._type;
+
+ // Mul of 1. We do not check for (1*x) because this will already
+ // canonicalize to (x*1)
+ if ( t2.isConstant() && t2 instanceof TypeInteger i && i.value()==1 )
+ return lhs;
+
+ // Move constants to RHS: con*arg becomes arg*con
+ if ( t1.isConstant() && !t2.isConstant() )
+ return swap12();
+
+ // Do we have ((x * (phi cons)) * con) ?
+ // Do we have ((x * (phi cons)) * (phi cons)) ?
+ // Push constant up through the phi: x * (phi con0*con0 con1*con1...)
+ Node phicon = AddNode.phiCon(this,true);
+ if( phicon!=null ) return phicon;
+
+ return null;
+ }
+ @Override Node copy(Node lhs, Node rhs) { return new MulNode(lhs,rhs); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/MultiNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/MultiNode.java
new file mode 100644
index 00000000..eced9a14
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/MultiNode.java
@@ -0,0 +1,14 @@
+package com.seaofnodes.simple.node;
+
+public abstract class MultiNode extends Node {
+
+ public MultiNode(Node... inputs) { super(inputs); }
+
+ // Find a projection by index
+ ProjNode proj( int idx ) {
+ for( Node out : _outputs )
+ if( out instanceof ProjNode prj && prj._idx==idx )
+ return prj;
+ return null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/NewNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/NewNode.java
new file mode 100644
index 00000000..352689b5
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/NewNode.java
@@ -0,0 +1,40 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeMemPtr;
+
+import java.util.BitSet;
+
+public class NewNode extends Node {
+
+ TypeMemPtr _ptr;
+
+ public NewNode(TypeMemPtr ptr, Node ctrl) {
+ super(ctrl);
+ this._ptr = ptr;
+ }
+
+ @Override
+ public String label() { return "new"; }
+
+ @Override
+ public String glabel() { return "new " + _ptr._obj._name; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ sb.append("new ");
+ return sb.append(_ptr._obj.str());
+ }
+
+ @Override
+ public Type compute() { return _ptr; }
+
+ @Override
+ public Node idealize() { return null; }
+
+ @Override
+ boolean eq(Node n) { return this == n; }
+
+ @Override
+ int hash() { return _ptr.hashCode(); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/Node.java b/chapter10/src/main/java/com/seaofnodes/simple/node/Node.java
new file mode 100644
index 00000000..f96b88bd
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/Node.java
@@ -0,0 +1,623 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.IRPrinter;
+import com.seaofnodes.simple.IterPeeps;
+import com.seaofnodes.simple.Utils;
+import com.seaofnodes.simple.type.Type;
+
+import java.util.*;
+import java.util.function.Function;
+
+/**
+ * All Nodes in the Sea of Nodes IR inherit from the Node class.
+ * The Node class provides common functionality used by all subtypes.
+ * Subtypes of Node specialize by overriding methods.
+ */
+public abstract class Node {
+
+ /**
+ * Each node has a unique dense Node ID within a compilation context
+ * The ID is useful for debugging, for using as an offset in a bitvector,
+ * as well as for computing equality of nodes (to be implemented later).
+ */
+ public final int _nid;
+
+ /**
+ * Inputs to the node. These are use-def references to Nodes.
+ * <p>
+ * Generally fixed length, ordered, nulls allowed, no unused trailing space.
+ * Ordering is required because e.g. "a/b" is different from "b/a".
+ * The first input (offset 0) is often a {@link #isCFG} node.
+ */
+ public final ArrayList<Node> _inputs;
+
+ /**
+ * Outputs reference Nodes that are not null and have this Node as an
+ * input. These nodes are users of this node, thus these are def-use
+ * references to Nodes.
+ * <p>
+ * Outputs directly match inputs, making a directed graph that can be
+ * walked in either direction. These outputs are typically used for
+ * efficient optimizations but otherwise have no semantics meaning.
+ */
+ public final ArrayList<Node> _outputs;
+
+
+ /**
+ * Current computed type for this Node. This value changes as the graph
+ * changes and more knowledge is gained about the program.
+ */
+ public Type _type;
+
+
+ /**
+ * Immediate dominator tree depth, used to approximate a real IDOM during
+ * parsing where we do not have the whole program, and also peepholes
+ * change the CFG incrementally.
+ * <p>
+ * See {@link <a href="https://en.wikipedia.org/wiki/Dominator_(graph_theory)">...</a>}
+ */
+ int _idepth;
+
+ /**
+ * A private Global Static mutable counter, for unique node id generation.
+ * To make the compiler multithreaded, this field will have to move into a TLS.
+ * Starting with value 1, to avoid bugs confusing node ID 0 with uninitialized values.
+ * */
+ private static int UNIQUE_ID = 1;
+ public static int UID() { return UNIQUE_ID; }
+
+ protected Node(Node... inputs) {
+ _nid = UNIQUE_ID++; // allocate unique dense ID
+ _inputs = new ArrayList<>();
+ Collections.addAll(_inputs,inputs);
+ _outputs = new ArrayList<>();
+ for( Node n : _inputs )
+ if( n != null )
+ n.addUse( this );
+ }
+
+ // Easy reading label for debugger, e.g. "Add" or "Region" or "EQ"
+ public abstract String label();
+
+ // Unique label for graph visualization, e.g. "Add12" or "Region30" or "EQ99"
+ public String uniqueName() {
+ // Get rid of $ as graphviz doesn't like it
+ String label = label().replaceAll("\\$", "");
+ return label + _nid;
+ }
+
+ // Graphical label, e.g. "+" or "Region" or "=="
+ public String glabel() { return label(); }
+
+
+ // ------------------------------------------------------------------------
+
+ // Debugger Printing.
+
+ // {@code toString} is what you get in the debugger. It has to print 1
+ // line (because this is what a debugger typically displays by default) and
+ // has to be robust with broken graph/nodes.
+ @Override
+ public final String toString() { return print(); }
+
+ // This is a *deep* print. This version will fail on cycles, which we will
+ // correct later when we can parse programs with loops. We print with a
+ // tik-tok style; the common _print0 calls the per-Node _print1, which
+ // calls back to _print0;
+ public final String print() {
+ return _print0(new StringBuilder(), new BitSet()).toString();
+ }
+
+ // This is the common print: check for repeats, check for DEAD and print
+ // "DEAD" else call the per-Node print1.
+ final StringBuilder _print0(StringBuilder sb, BitSet visited) {
+ if (visited.get(_nid) && !(this instanceof ConstantNode) )
+ return sb.append(label());
+ visited.set(_nid);
+ return isDead()
+ ? sb.append(uniqueName()).append(":DEAD")
+ : _print1(sb, visited);
+ }
+ // Every Node implements this; a partial-line recursive print
+ abstract StringBuilder _print1(StringBuilder sb, BitSet visited);
+
+ public String p(int depth) { return IRPrinter.prettyPrint(this,depth); }
+
+ public boolean isMultiHead() { return false; }
+ public boolean isMultiTail() { return false; }
+
+ // ------------------------------------------------------------------------
+ // Graph Node & Edge manipulation
+
+ /**
+ * Gets the ith input node
+ * @param i Offset of the input node
+ * @return Input node or null
+ */
+ public Node in(int i) { return _inputs.get(i); }
+ public Node out(int i) { return _outputs.get(i); }
+
+ public int nIns() { return _inputs.size(); }
+
+ public int nOuts() { return _outputs.size(); }
+
+ public boolean isUnused() { return nOuts() == 0; }
+
+ public boolean isCFG() { return false; }
+
+ public boolean isMem() { return false; }
+
+ /**
+ * Change a <em>def</em> into a Node. Keeps the edges correct, by removing
+ * the corresponding <em>use->def</em> edge. This may make the original
+ * <em>def</em> go dead. This function is co-recursive with {@link #kill}.
+ * <p>
+
+ * This method is the normal path for altering a Node, because it does the
+ * proper default edge maintenance. It also <em>immediately</em> kills
+ * Nodes that lose their last use; at times care must be taken to avoid
+ * killing Nodes that are being used without having an output Node. This
+ * definitely happens in the middle of recursive {@link #peephole} calls.
+ *
+ * @param idx which def to set
+ * @param new_def the new definition
+ * @return new_def for flow coding
+ */
+ public Node setDef(int idx, Node new_def ) {
+ unlock();
+ Node old_def = in(idx);
+ if( old_def == new_def ) return new_def; // No change
+ // If new def is not null, add the corresponding def->use edge
+ // This needs to happen before removing the old node's def->use edge as
+ // the new_def might get killed if the old node kills it recursively.
+ if( new_def != null )
+ new_def.addUse(this);
+ if( old_def != null && // If the old def exists, remove a def->use edge
+ old_def.delUse(this) ) // If we removed the last use, the old def is now dead
+ old_def.kill(); // Kill old def
+ // Set the new_def over the old (killed) edge
+ _inputs.set(idx,new_def);
+ // Return self for easy flow-coding
+ return new_def;
+ }
+
+ // Remove the numbered input, compressing the inputs in-place. This
+ // shuffles the order deterministically - which is suitable for Region and
+ // Phi, but not for every Node. If the def goes dead, it is recursively
+ // killed, which may include 'this' Node.
+ Node delDef(int idx) {
+ unlock();
+ Node old_def = in(idx);
+ if( old_def != null && // If the old def exists, remove a def->use edge
+ old_def.delUse(this) ) // If we removed the last use, the old def is now dead
+ old_def.kill(); // Kill old def
+ old_def.moveDepsToWorklist();
+ Utils.del(_inputs, idx);
+ return this;
+ }
+
+ /**
+ * Add a new def to an existing Node. Keep the edges correct by
+ * adding the corresponding <em>def->use</em> edge.
+ *
+ * @param new_def the new definition, appended to the end of existing definitions
+ * @return new_def for flow coding
+ */
+ Node addDef(Node new_def) {
+ unlock();
+ // Add use->def edge
+ _inputs.add(new_def);
+ // If new def is not null, add the corresponding def->use edge
+ if( new_def != null )
+ new_def.addUse(this);
+ return new_def;
+ }
+
+ // Breaks the edge invariants, used temporarily
+ protected <N extends Node> N addUse(Node n) { _outputs.add(n); return (N)this; }
+
+ // Remove node 'use' from 'def's (i.e. our) output list, by compressing the list in-place.
+ // Return true if the output list is empty afterward.
+ // Error is 'use' does not exist; ok for 'use' to be null.
+ protected boolean delUse( Node use ) {
+ Utils.del(_outputs, Utils.find(_outputs, use));
+ return _outputs.isEmpty();
+ }
+
+ // Shortcut for "popping" n nodes. A "pop" is basically a
+ // setDef(last,null) followed by lowering the nIns() count.
+ void popN(int n) {
+ unlock();
+ for( int i=0; i<n; i++ ) {
+ Node old_def = _inputs.removeLast();
+ if( old_def != null && // If it exists and
+ old_def.delUse(this) ) // If we removed the last use, the old def is now dead
+ old_def.kill(); // Kill old def
+ }
+ }
+
+ /**
+ * Kill a Node with no <em>uses</em>, by setting all of its <em>defs</em>
+ * to null. This may recursively kill more Nodes, and is basically dead
+ * code elimination.
+ */
+ public void kill( ) {
+ unlock();
+ assert isUnused(); // Has no uses, so it is dead
+ _type=null; // Flag as dead
+ while( nIns()>0 ) { // Set all inputs to null, recursively killing unused Nodes
+ Node old_def = _inputs.removeLast();
+ if( old_def != null ) {
+ IterPeeps.add(old_def);// Revisit neighbor because removed use
+ if( old_def.delUse(this) ) // If we removed the last use, the old def is now dead
+ old_def.kill(); // Kill old def
+ }
+ }
+ assert isDead(); // Really dead now
+ }
+
+ // Mostly used for asserts and printing.
+ public boolean isDead() { return isUnused() && nIns()==0 && _type==null; }
+
+ // Shortcuts to stop DCE mid-parse
+ // Add bogus null use to keep node alive
+ public <N extends Node> N keep() { return addUse(null); }
+ // Remove bogus null.
+ public <N extends Node> N unkeep() { delUse(null); return (N)this; }
+
+
+ // Replace self with nnn in the graph, making 'this' go dead
+ public void subsume( Node nnn ) {
+ assert nnn!=this;
+ while( nOuts() > 0 ) {
+ Node n = _outputs.removeLast();
+ n.unlock();
+ int idx = Utils.find(n._inputs, this);
+ n._inputs.set(idx,nnn);
+ nnn.addUse(n);
+ }
+ kill();
+ }
+
+ // ------------------------------------------------------------------------
+ // Graph-based optimizations
+
+ /**
+ * We allow disabling peephole opt so that we can observe the
+ * full graph, vs the optimized graph.
+ */
+ public static boolean _disablePeephole = false;
+
+ /**
+ * Try to peephole at this node and return a better replacement Node.
+ * Always returns some not-null Node (often this).
+ */
+ public final Node peephole( ) {
+ if (_disablePeephole) {
+ _type = compute();
+ return this; // Peephole optimizations turned off
+ }
+ Node n = peepholeOpt();
+ return n==null ? this : deadCodeElim(n.peephole()); // Cannot return null for no-progress
+ }
+
+ /**
+ * Try to peephole at this node and return a better replacement Node if
+ * possible. We compute a {@link Type} and then check and replace:
+ * <ul>
+ * <li>if the Type {@link Type#isConstant}, we replace with a {@link ConstantNode}</li>
+ * <li>in a future chapter we will look for a
+ * <a href="https://en.wikipedia.org/wiki/Common_subexpression_elimination">Common Subexpression</a>
+ * to eliminate.</li>
+ * <li>we ask the Node for a better replacement. The "better replacement"
+ * is things like {@code (1+2)} becomes {@code 3} and {@code (1+(x+2))} becomes
+ * {@code (x+(1+2))}. By canonicalizing expressions we fold common addressing
+ * math constants, remove algebraic identities and generally simplify the
+ * code. </li>
+ *
+ * Unlike peephole above, this explicitly returns null for no-change, or not-null
+ * for a better replacement (which can be this).
+ * </ul>
+ */
+ public final Node peepholeOpt( ) {
+ ITER_CNT++;
+ // Compute initial or improved Type
+ Type old = setType(compute());
+
+ // Replace constant computations from non-constants with a constant node
+ if( !(this instanceof ConstantNode) && _type.isHighOrConst() )
+ return new ConstantNode(_type).peepholeOpt();
+
+ // Global Value Numbering
+ if( _hash==0 ) {
+ Node n = GVN.get(this); // Will set _hash as a side effect
+ if( n==null )
+ GVN.put(this,this); // Put in table now
+ else {
+ // Because of random worklist ordering, the two equal nodes
+ // might have different types. Because of monotonicity, both
+ // types are valid. To preserve monotonicity, the resulting
+ // shared Node has to have the best of both types.
+ n.setType(n._type.join(_type));
+ _hash = 0; // Clear, since it never went in the table
+ return deadCodeElim(n);// Return previous; does Common Subexpression Elimination
+ }
+ }
+
+ // Ask each node for a better replacement
+ Node n = idealize();
+ if( n != null ) // Something changed
+ return n; // Report progress
+
+ if( old==_type ) ITER_NOP_CNT++;
+ return old==_type ? null : this; // Report progress
+ }
+ public static int ITER_CNT, ITER_NOP_CNT;
+
+ // 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.keep(); // Keep m alive
+ kill(); // Kill self because replacing with 'm'
+ m.unkeep(); // Okay to peephole m
+ }
+ return m;
+ }
+
+ /**
+ * This function needs to be
+ * <a href="https://en.wikipedia.org/wiki/Monotonic_function">Monotonic</a>
+ * as it is part of a Monotone Analysis Framework.
+ * <a href="https://www.cse.psu.edu/~gxt29/teaching/cse597s21/slides/08monotoneFramework.pdf">See for example this set of slides</a>.
+ * <p>
+ * For Chapter 2, all our Types are really integer constants, and so all
+ * the needed properties are trivially true, and we can ignore the high
+ * theory. Much later on, this will become important and allow us to do
+ * many fancy complex optimizations trivially... because theory.
+ * <p>
+ * {@link #compute()} needs to be stand-alone, and cannot recursively call compute
+ * on its inputs, because programs are cyclic (have loops!) and this will just
+ * infinitely recurse until stack overflow. Instead, compute typically
+ * computes a new type from the {@link #_type} field of its inputs.
+ */
+ public abstract Type compute();
+
+ // Set the type. Assert monotonic progress.
+ // If changing, add users to worklist.
+ public Type setType(Type type) {
+ Type old = _type;
+ assert old==null || type.isa(old); // Since _type not set, can just re-run this in assert in the debugger
+ if( old == type ) return old;
+ _type = type; // Set _type late for easier assert debugging
+ IterPeeps.addAll(_outputs);
+ moveDepsToWorklist();
+ return old;
+ }
+
+
+ /**
+ * This function rewrites the current Node into a more "idealized" form.
+ * This is the bulk of our peephole rewrite rules, and we use this to
+ * e.g. turn arbitrary collections of adds and multiplies with mixed
+ * constants into a normal form that's easy for hardware to implement.
+ * Example: An array addressing expression:
+ * <pre> ary[idx+1]</pre>
+ * might turn into Sea-of-Nodes IR:
+ * <pre> (ary+12)+((idx+1) * 4)</pre>
+ * This expression can then be idealized into:
+ * <pre> ary + ((idx*4) + (12 + (1*4)))</pre>
+ * And more folding:
+ * <pre> ary + ((idx<<2) + 16)</pre>
+ * And during code-gen:
+ * <pre> MOV4 Rary,Ridx,16 // or some such hardware-specific notation </pre>
+ * <p>
+ * {@link #idealize} has a very specific calling convention:
+ * <ul>
+ * <li>If NO change is made, return {@code null}
+ * <li>If ANY change is made, return not-null; this can be {@code this}
+ * <li>The returned Node does NOT call {@link #peephole} on itself; the {@link #peephole} call will recursively peephole it.
+ * <li>Any NEW nodes that are not directly returned DO call {@link #peephole}.
+ * </ul>
+ * <p>
+ * Examples:
+ * <table border="3">
+ * <tr><th> before </th><th> after </th><th>return </th><th>comment </th></tr>
+ * <tr><td>{@code (x+5) }</td><td>{@code (x+5) }</td><td>{@code null }</td><td>No change</td></tr>
+ * <tr><td>{@code (5+x) }</td><td>{@code (x+5) }</td><td>{@code this }</td><td>Swapped arguments</td></tr>
+ * <tr><td>{@code ((x+1)+2)}</td><td>{@code (x+(1+2))}</td><td>{@code (x+_) }</td><td>Returns 2 new Nodes</td></tr>
+ * </table>
+ *
+ * The last entry deserves more discussion. The new Node {@code (1+2)}
+ * created in {@link #idealize} calls {@link #peephole} (which then folds
+ * into a constant). The other new Node {@code (x+3)} does not call
+ * peephole, because it is returned and peephole itself will recursively
+ * call peephole.
+ * <p>
+ * Since idealize calls peephole and peephole calls idealize, you must be
+ * careful that all idealizations are <em>monotonic</em>: all transforms
+ * remove some feature, so that the set of available transforms always
+ * shrinks. If you don't, you risk an infinite peephole loop!
+ *
+ * @return Either a new or changed node, or null for no changes.
+ */
+ public abstract Node idealize();
+
+
+ // Some of the peephole rules get complex, and search further afield than
+ // just the nearest neighbor. These peepholes can fail the pattern match
+ // on a node some distance away, and if that node ever changes we should
+ // retry the peephole. Track a set of Nodes dependent on `this`, and
+ // revisit them if `this` changes.
+ ArrayList<Node> _deps;
+
+ /**
+ * Add a node to the list o dependencies. Only add it if its not
+ * an input or output of this node, that is, it is at least one step
+ * away. The node being added must benefit from this node being peepholed.
+ */
+ Node addDep( Node dep ) {
+ // Running peepholes during the big assert cannot have side effects
+ // like adding dependencies.
+ if( IterPeeps.midAssert() ) return this;
+ if( _deps==null ) _deps = new ArrayList<>();
+ if( Utils.find(_deps ,dep) != -1 ) return this; // Already on list
+ if( Utils.find(_inputs,dep) != -1 ) return this; // No need for deps on immediate neighbors
+ if( Utils.find(_outputs,dep)!= -1 ) return this;
+ _deps.add(dep);
+ return this;
+ }
+
+ // Move the dependents onto a worklist, and clear for future dependents.
+ public void moveDepsToWorklist( ) {
+ if( _deps==null ) return;
+ IterPeeps.addAll(_deps);
+ _deps.clear();
+ }
+
+
+ // Global Value Numbering. Hash over opcode and inputs; hits in this table
+ // are structurally equal.
+ public static final HashMap<Node,Node> GVN = new HashMap<>();
+
+ // Two nodes are equal if they have the same inputs and the same "opcode"
+ // which means the same Java class, plus same internal parts.
+ @Override public final boolean equals( Object o ) {
+ if( o==this ) return true;
+ if( o.getClass() != getClass() ) return false;
+ Node n = (Node)o;
+ int len = _inputs.size();
+ if( len != n._inputs.size() ) return false;
+ for( int i=0; i<len; i++ )
+ if( in(i) != n.in(i) )
+ return false;
+ return eq(n);
+ }
+ // Subclasses add extra checks (such as ConstantNodes have same constant),
+ // and can assume "this!=n" and has the same Java class.
+ boolean eq( Node n ) { return true; }
+
+
+ // Cached hash. If zero, then not computed AND this Node is NOT in the GVN
+ // table - and can have its edges hacked (which will change his hash
+ // anyway). If Non-Zero then this Node is IN the GVN table, or is being
+ // probed to see if it can be inserted. His edges are "locked", because
+ // hacking his edges will change his hash.
+ int _hash;
+
+ // If the _hash is set, then the Node is in the GVN table; remove it.
+ void unlock() {
+ if( _hash==0 ) return;
+ Node old = GVN.remove(this); // Pull from table
+ assert old==this;
+ _hash=0; // Out of table now
+ }
+
+
+ // Hash of opcode and inputs
+ @Override public final int hashCode() {
+ if( _hash != 0 ) return _hash;
+ int hash = hash();
+ for( Node n : _inputs )
+ if( n != null )
+ hash = hash ^ (hash<<17) ^ (hash>>13) ^ n._nid;
+ if( hash==0 ) hash = 0xDEADBEEF; // Bad hash, so use some junky thing
+ return (_hash=hash);
+ }
+ // Subclasses add extra hash info (such as ConstantNodes constant)
+ int hash() { return 0; }
+
+
+ // ------------------------------------------------------------------------
+ // Peephole utilities
+
+ // Swap inputs without letting either input go dead during the swap.
+ Node swap12() {
+ unlock(); // Hash is order dependent
+ Node tmp = in(1);
+ _inputs.set(1,in(2));
+ _inputs.set(2,tmp);
+ return this;
+ }
+
+ /**
+ * Does this node contain all constants?
+ * Ignores in(0), as is usually control.
+ * In an input is not a constant, we add dep as
+ * a dependency to it, because dep can make progress
+ * if the input becomes a constant later.
+ * It is sufficient for one of the non-const
+ * inputs to have the dependency so we don't bother
+ * checking the rest.
+ */
+ boolean allCons(Node dep) {
+ for( int i=1; i<nIns(); i++ )
+ if( !(in(i)._type.isConstant()) ) {
+ in(i).addDep(dep); // If in(i) becomes a constant later, will trigger some peephole
+ return false;
+ }
+ return true;
+ }
+
+ // Return the immediate dominator of this Node and compute dom tree depth.
+ Node idom() {
+ Node idom = in(0);
+ if( idom._idepth==0 ) idom.idom(); // Recursively set _idepth
+ if( _idepth==0 ) _idepth = idom._idepth+1;
+ return idom;
+ }
+
+ // Make a shallow copy (same class) of this Node, with given inputs and
+ // empty outputs and a new Node ID. The original inputs are ignored.
+ // Does not need to be implemented in isCFG() nodes.
+ Node copy(Node lhs, Node rhs) { throw Utils.TODO("Binary ops need to implement copy"); }
+
+ // Report any post-optimize errors
+ String err() { return null; }
+
+ /**
+ * Used to allow repeating tests in the same JVM. This just resets the
+ * Node unique id generator, and is done as part of making a new Parser.
+ */
+ public static void reset() {
+ UNIQUE_ID = 1;
+ _disablePeephole=false;
+ GVN.clear();
+ ITER_CNT = ITER_NOP_CNT = 0;
+ }
+
+
+ // Utility to walk the entire graph applying a function; return the first
+ // not-null result.
+ private static final BitSet WVISIT = new BitSet();
+ final public <E> E walk( Function<Node,E> pred ) {
+ assert WVISIT.isEmpty();
+ E rez = _walk(pred);
+ WVISIT.clear();
+ return rez;
+ }
+
+ private <E> E _walk( Function<Node,E> pred ) {
+ if( WVISIT.get(_nid) ) return null; // Been there, done that
+ WVISIT.set(_nid);
+ E x = pred.apply(this);
+ if( x != null ) return x;
+ for( Node def : _inputs ) if( def != null && (x = def._walk(pred)) != null ) return x;
+ for( Node use : _outputs ) if( use != null && (x = use._walk(pred)) != null ) return x;
+ return null;
+ }
+
+ /**
+ * Debugging utility to find a Node by index
+ */
+ public Node find(int nid) {
+ return walk( n -> n._nid==nid ? n : null );
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/NotNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/NotNode.java
new file mode 100644
index 00000000..05e44eb0
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/NotNode.java
@@ -0,0 +1,44 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.Utils;
+import com.seaofnodes.simple.type.*;
+import java.util.BitSet;
+
+public class NotNode extends Node {
+ public NotNode(Node in) { super(null, in); }
+
+ @Override public String label() { return "Not"; }
+
+ @Override public String glabel() { return "!"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("(!"), visited);
+ return sb.append(")");
+ }
+
+ @Override
+ public Type compute() {
+ Type t0 = in(1)._type;
+ switch( t0 ) {
+ case TypeInteger i0:
+ return i0.isConstant() ? TypeInteger.constant(i0.value()==0 ? 1 : 0) : i0;
+ case TypeMemPtr p0:
+ // top->top, bot->bot, null->1, *void->0, not-null ptr->0, ptr/nil->bot
+ // If input in null then true
+ // If input is not null ptr then false
+ if( p0 == TypeMemPtr.TOP ) return TypeInteger.TOP;
+ if( p0 == TypeMemPtr.NULLPTR ) return TypeInteger.constant(1);
+ if( !p0._nil ) return TypeInteger.constant(0);
+ return TypeInteger.BOT;
+ case Type t:
+ if( t0.getClass() != Type.class )
+ // Only doing NOT on ints and ptrs
+ throw Utils.TODO();
+ return t0==Type.TOP ? Type.TOP : Type.BOTTOM;
+ }
+ }
+
+ @Override
+ public Node idealize() { return null; }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/PhiNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/PhiNode.java
new file mode 100644
index 00000000..6261c446
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/PhiNode.java
@@ -0,0 +1,156 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.Utils;
+
+import java.util.BitSet;
+
+public class PhiNode extends Node {
+
+ final String _label;
+
+ // The Phi type we compute must stay within the domain of the Phi.
+ // Example Int stays Int, Ptr stays Ptr, Control stays Control, Mem stays Mem.
+ final Type _declaredType;
+
+ public PhiNode(String label, Type declaredType, Node... inputs) { super(inputs); _label = label; assert declaredType!=null; _declaredType = declaredType; }
+
+ @Override public String label() { return "Phi_"+_label; }
+
+ @Override public String glabel() { return "&phi;_"+_label; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ if( !(region() instanceof RegionNode r) || r.inProgress() )
+ sb.append("Z");
+ sb.append("Phi(");
+ for( Node in : _inputs ) {
+ if (in == null) sb.append("____");
+ else in._print0(sb, visited);
+ sb.append(",");
+ }
+ sb.setLength(sb.length()-1);
+ sb.append(")");
+ return sb;
+ }
+
+ Node region() { return in(0); }
+ @Override public boolean isMultiTail() { return true; }
+
+ @Override
+ public Type compute() {
+ if( !(region() instanceof RegionNode r) )
+ return region()._type==Type.XCONTROL ? Type.TOP : _type;
+ // During parsing Phis have to be computed type pessimistically.
+ if( r.inProgress() ) return _declaredType;
+ // Set type to local top of the starting type
+ Type t = _declaredType.glb().dual();
+ for (int i = 1; i < nIns(); i++)
+ // If the region's control input is live, add this as a dependency
+ // to the control because we can be peeped should it become dead.
+ if( r.in(i).addDep(this)._type != Type.XCONTROL )
+ t = t.meet(in(i)._type);
+ return t;
+ }
+
+ @Override
+ public Node idealize() {
+ if( !(region() instanceof RegionNode r ) )
+ return in(1); // Input has collapse to e.g. starting control.
+ if( r.inProgress() || r.nIns()<=1 )
+ return null; // Input is in-progress
+
+ // If we have only a single unique input, become it.
+ Node live = singleUniqueInput();
+ if (live != null)
+ return live;
+
+ // Pull "down" a common data op. One less op in the world. One more
+ // Phi, but Phis do not make code.
+ // Phi(op(A,B),op(Q,R),op(X,Y)) becomes
+ // op(Phi(A,Q,X), Phi(B,R,Y)).
+ Node op = in(1);
+ if( op.nIns()==3 && op.in(0)==null && !op.isCFG() && same_op() ) {
+ Node[] lhss = new Node[nIns()];
+ Node[] rhss = new Node[nIns()];
+ lhss[0] = rhss[0] = in(0); // Set Region
+ for( int i=1; i<nIns(); i++ ) {
+ lhss[i] = in(i).in(1);
+ rhss[i] = in(i).in(2);
+ }
+ Node phi_lhs = new PhiNode(_label, _declaredType,lhss).peephole();
+ Node phi_rhs = new PhiNode(_label, _declaredType,rhss).peephole();
+ return op.copy(phi_lhs,phi_rhs);
+ }
+
+ // If merging Phi(N, cast(N)) - we are losing the cast JOIN effects, so just remove.
+ if( nIns()==3 ) {
+ if( in(1) instanceof CastNode cast && cast.in(1).addDep(this)==in(2) ) return in(2);
+ if( in(2) instanceof CastNode cast && cast.in(1).addDep(this)==in(1) ) return in(1);
+ }
+ // If merging a null-checked null and the checked value, just use the value.
+ // if( val ) ..; phi(Region,False=0/null,True=val);
+ // then replace with plain val.
+ if( nIns()==3 ) {
+ int nullx = -1;
+ if( in(1)._type == in(1)._type.makeInit() ) nullx = 1;
+ if( in(2)._type == in(2)._type.makeInit() ) nullx = 2;
+ if( nullx != -1 ) {
+ Node val = in(3-nullx);
+ if( region().idom() instanceof IfNode iff && iff.pred()==val ) {
+ // Must walk the idom on the null side to make sure we hit False.
+ Node idom = region().in(nullx);
+ while( idom.in(0) != iff ) idom = idom.idom();
+ if( idom instanceof ProjNode proj && proj._idx==1 )
+ return val;
+ }
+ }
+ }
+
+ return null;
+ }
+
+ private boolean same_op() {
+ for( int i=2; i<nIns(); i++ )
+ if( in(1).getClass() != in(i).getClass() )
+ return false;
+ return true;
+ }
+
+ /**
+ * If only single unique input, return it
+ */
+ private Node singleUniqueInput() {
+ if( region() instanceof LoopNode loop && loop.entry()._type == Type.XCONTROL )
+ return null; // Dead entry loops just ignore and let the loop collapse
+ Node live = null;
+ for( int i=1; i<nIns(); i++ ) {
+ // If the region's control input is live, add this as a dependency
+ // to the control because we can be peeped should it become dead.
+ if( region().in(i).addDep(this)._type != Type.XCONTROL && in(i) != this )
+ if( live == null || live == in(i) ) live = in(i);
+ else return null;
+ }
+ return live;
+ }
+
+ @Override
+ boolean allCons(Node dep) {
+ if( !(region() instanceof RegionNode r) ) return false;
+ // When the region completes (is no longer in progress) the Phi can
+ // become a "all constants" Phi, and the "dep" might make progress.
+ addDep(dep);
+ if( r.inProgress() ) return false;
+ return super.allCons(dep);
+ }
+
+ // True if last input is null
+ public final boolean inProgress() {
+ return in(nIns()-1) == null;
+ }
+
+ // Never equal if inProgress
+ @Override boolean eq( Node n ) {
+ return !inProgress();
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/ProjNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/ProjNode.java
new file mode 100644
index 00000000..18526677
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/ProjNode.java
@@ -0,0 +1,62 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeMem;
+import com.seaofnodes.simple.type.TypeTuple;
+
+import java.util.BitSet;
+
+public class ProjNode extends Node {
+
+ // Which slice of the incoming multipart value
+ public final int _idx;
+
+ // Debugging label
+ public final String _label;
+
+ public ProjNode(MultiNode ctrl, int idx, String label) {
+ super(ctrl);
+ _idx = idx;
+ _label = label;
+ }
+
+ @Override
+ public String label() { return _label; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) { return sb.append(_label); }
+
+ @Override public boolean isCFG() { return _idx==0 || ctrl() instanceof IfNode; }
+ @Override public boolean isMultiTail() { return in(0).isMultiHead(); }
+ @Override public boolean isMem() { return _type instanceof TypeMem; }
+
+ public MultiNode ctrl() { return (MultiNode)in(0); }
+
+ @Override
+ public Type compute() {
+ Type t = in(0)._type;
+ return t instanceof TypeTuple tt ? tt._types[_idx] : Type.BOTTOM;
+ }
+
+ @Override
+ public Node idealize() {
+ if( ctrl()._type instanceof TypeTuple tt ) {
+ if( tt._types[_idx]==Type.XCONTROL )
+ return new ConstantNode(Type.XCONTROL).peephole(); // We are dead
+ if( ctrl() instanceof IfNode && tt._types[1-_idx]==Type.XCONTROL ) // Only true for IfNodes
+ return ctrl().in(0); // We become our input control
+ }
+
+ // Flip a negating if-test, to remove the not
+ if( ctrl() instanceof IfNode iff && iff.pred().addDep(this) instanceof NotNode not )
+ return new ProjNode((MultiNode)new IfNode(iff.ctrl(),not.in(1)).peephole(),1-_idx,_idx==0 ? "False" : "True");
+
+ return null;
+ }
+
+ @Override
+ boolean eq( Node n ) { return _idx == ((ProjNode)n)._idx; }
+
+ @Override
+ int hash() { return _idx; }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/RegionNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/RegionNode.java
new file mode 100644
index 00000000..f06a8234
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/RegionNode.java
@@ -0,0 +1,117 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.IterPeeps;
+import com.seaofnodes.simple.Utils;
+import com.seaofnodes.simple.type.Type;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.BitSet;
+
+public class RegionNode extends Node {
+
+ public RegionNode(Node... nodes) { super(nodes); }
+
+ @Override
+ public String label() { return "Region"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ return sb.append(label()).append(_nid);
+ }
+
+ @Override public boolean isCFG() { return true; }
+ @Override public boolean isMultiHead() { return true; }
+
+ @Override
+ public Type compute() {
+ if( inProgress() ) return Type.CONTROL;
+ Type t = Type.XCONTROL;
+ for (int i = 1; i < nIns(); i++)
+ t = t.meet(in(i)._type);
+ return t;
+ }
+
+ @Override
+ public Node idealize() {
+ if( inProgress() ) return null;
+ int path = findDeadInput();
+ if( path != 0 &&
+ // Do not delete the entry path of a loop (ok to remove the back
+ // edge and make the loop a single-entry Region which folds away
+ // the Loop). Folding the entry path confused the loop structure,
+ // moving the backedge to the entry point.
+ !(this instanceof LoopNode loop && loop.entry()==in(path)) ) {
+ // Cannot use the obvious output iterator here, because a Phi
+ // deleting an input might recursively delete *itself*. This
+ // shuffles the output array, and we might miss iterating an
+ // unrelated Phi. So on rare occasions we repeat the loop to get
+ // all the Phis.
+ int nouts = 0;
+ while( nouts != nOuts() ) {
+ nouts = nOuts();
+ for( int i=0; i<nOuts(); i++ )
+ if( out(i) instanceof PhiNode phi && phi.nIns()==nIns() ) {
+ phi.delDef(path);
+ IterPeeps.addAll(phi._outputs);
+ }
+ }
+ _idom = null; // Clear idom cache
+ return isDead() ? new ConstantNode(Type.XCONTROL) : delDef(path);
+ }
+ // If down to a single input, become that input
+ if( nIns()==2 && !hasPhi() ) {
+ _idom = null; // Clear idom cache
+ return in(1); // Collapse if no Phis; 1-input Phis will collapse on their own
+ }
+ return null;
+ }
+
+ private int findDeadInput() {
+ for( int i=1; i<nIns(); i++ )
+ if( in(i)._type==Type.XCONTROL )
+ return i;
+ return 0; // All inputs alive
+ }
+
+ private boolean hasPhi() {
+ for( Node phi : _outputs )
+ if( phi instanceof PhiNode )
+ return true;
+ return false;
+ }
+
+ // Immediate dominator of Region is a little more complicated.
+ private Node _idom; // Immediate dominator cache
+ @Override Node idom() {
+ if( _idom != null ) {
+ if( _idom.isDead() ) _idom=null;
+ else return _idom; // Return cached copy
+ }
+ if( nIns()==2 ) return in(1); // 1-input is that one input
+ if( nIns()!=3 ) return null; // Fails for anything other than 2-inputs
+ // Walk the LHS & RHS idom trees in parallel until they match, or either fails
+ Node lhs = in(1).idom();
+ Node rhs = in(2).idom();
+ while( lhs != rhs ) {
+ if( lhs==null || rhs==null ) return null;
+ var comp = lhs._idepth - rhs._idepth;
+ if( comp >= 0 ) lhs = lhs.idom();
+ if( comp <= 0 ) rhs = rhs.idom();
+ }
+ if( lhs==null ) return null;
+ _idepth = lhs._idepth+1;
+ if( !IterPeeps.midAssert() ) _idom=lhs;
+ return lhs;
+ }
+
+ // True if last input is null
+ public final boolean inProgress() {
+ return nIns()>1 && in(nIns()-1) == null;
+ }
+
+ // Never equal if inProgress
+ @Override boolean eq( Node n ) {
+ return !inProgress();
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/ReturnNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/ReturnNode.java
new file mode 100644
index 00000000..92bda5bf
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/ReturnNode.java
@@ -0,0 +1,55 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.*;
+
+import java.util.BitSet;
+
+/**
+ * The Return node has two inputs. The first input is a control node and the
+ * second is the data node that supplies the return value.
+ * <p>
+ * In this presentation, Return functions as a Stop node, since multiple <code>return</code> statements are not possible.
+ * The Stop node will be introduced in Chapter 6 when we implement <code>if</code> statements.
+ * <p>
+ * The Return's output is the value from the data node.
+ */
+public class ReturnNode extends Node {
+
+ public ReturnNode(Node ctrl, Node data, ScopeNode scope) {
+ super(ctrl, data);
+ // We lookup memory slices by the naming convention that they start with $
+ // We could also use implicit knowledge that all memory projects are at offset >= 2
+ String[] names = scope.reverseNames();
+ for (String name: names) {
+ if (!name.equals("$ctrl") && name.startsWith("$"))
+ addDef(scope.lookup(name));
+ }
+ }
+
+ public Node ctrl() { return in(0); }
+ public Node expr() { return in(1); }
+
+ @Override
+ public String label() { return "Return"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ sb.append("return ");
+ expr()._print0(sb, visited);
+ return sb.append(";");
+ }
+
+ @Override public boolean isCFG() { return true; }
+
+ @Override
+ public Type compute() {
+ return TypeTuple.make(ctrl()._type,expr()._type);
+ }
+
+ @Override
+ public Node idealize() {
+ if( ctrl()._type==Type.XCONTROL )
+ return ctrl();
+ return null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/ScopeNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/ScopeNode.java
new file mode 100644
index 00000000..44c1bab7
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/ScopeNode.java
@@ -0,0 +1,296 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.IterPeeps;
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.Utils;
+import com.seaofnodes.simple.type.TypeMemPtr;
+
+import java.util.*;
+
+/**
+ * The Scope node is purely a parser helper - it tracks names to nodes with a
+ * stack of scopes.
+ */
+public class ScopeNode extends Node {
+
+ /**
+ * The control is a name that binds to the currently active control
+ * node in the graph
+ */
+ public static final String CTRL = "$ctrl";
+ public static final String ARG0 = "arg";
+
+ /**
+ * Names for every input edge
+ */
+ public final Stack<HashMap<String, Integer>> _scopes;
+
+ /**
+ * Tracks declared types for every name
+ */
+ public Stack<HashMap<String, Type>> _types;
+
+
+ // A new ScopeNode
+ public ScopeNode() {
+ _scopes = new Stack<>();
+ _types = new Stack<>();
+ _type = Type.BOTTOM;
+ }
+
+
+ @Override public String label() { return "Scope"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ sb.append("Scope[ ");
+ String[] names = reverseNames();
+ for( int j=0; j<nIns(); j++ ) {
+ sb.append(names[j]).append(":");
+ Node n = in(j);
+ while( n instanceof ScopeNode loop ) {
+ sb.append("Lazy_");
+ n = loop.in(j);
+ }
+ n._print0(sb, visited).append(" ");
+ }
+ sb.setLength(sb.length()-1);
+ return sb.append("]");
+ }
+
+ /**
+ * Recover the names for all variable bindings.
+ * The result is an array of names that is aligned with the
+ * inputs to the Node.
+ *
+ * This is an expensive operation.
+ */
+ public String[] reverseNames() {
+ String[] names = new String[nIns()];
+ for( HashMap<String,Integer> syms : _scopes )
+ for( String name : syms.keySet() )
+ names[syms.get(name)] = name;
+ return names;
+ }
+
+ @Override public Type compute() { return Type.BOTTOM; }
+
+ @Override public Node idealize() { return null; }
+
+ public void push() { _scopes.push(new HashMap<>()); _types.push(new HashMap<>()); }
+ public void pop() { popN(_scopes.pop().size()); _types.pop(); }
+
+ /**
+ * Create a new name in the current scope
+ */
+ public Node define( String name, Type declaredType, Node n ) {
+ HashMap<String,Integer> syms = _scopes.lastElement();
+ _types.lastElement().put(name,declaredType);
+ if( syms.put(name,nIns()) != null )
+ return null; // Double define
+ return addDef(n);
+ }
+ /**
+ * Lookup a name in all scopes starting from most deeply nested.
+ *
+ * @param name Name to be looked up
+ * @see #update(String, Node, int)
+ */
+ public Node lookup( String name ) { return update(name,null,_scopes.size()-1); }
+ /**
+ * If the name is present in any scope, then redefine else null
+ *
+ * @param name Name being redefined
+ * @param n The node to bind to the name
+ */
+ public Node update( String name, Node n ) { return update(name,n,_scopes.size()-1); }
+ /**
+ * Both recursive lookup and update.
+ * <p>
+ * A shared implementation allows us to create lazy phis both during
+ * lookups and updates; the lazy phi creation is part of chapter 8.
+ *
+ * @param name Name whose binding is being updated or looked up
+ * @param n If null, do a lookup, else update binding
+ * @param nestingLevel The starting nesting level
+ * @return node being looked up, or the one that was updated
+ */
+ private Node update( String name, Node n, int nestingLevel ) {
+ if( nestingLevel<0 ) return null; // Missed in all scopes, not found
+ var syms = _scopes.get(nestingLevel); // Get the symbol table for nesting level
+ var idx = syms.get(name);
+ if( idx == null ) return update(name,n,nestingLevel-1); // Not found in this scope, recursively look in parent scope
+ Node old = in(idx);
+ if( old instanceof ScopeNode loop ) {
+ // Lazy Phi!
+ old = loop.in(idx) instanceof PhiNode phi && loop.ctrl()==phi.region()
+ // Loop already has a real Phi, use it
+ ? loop.in(idx)
+ // Set real Phi in the loop head
+ // The phi takes its one input (no backedge yet) from a recursive
+ // lookup, which might have insert a Phi in every loop nest.
+ : loop.setDef(idx,new PhiNode(name, lookupDeclaredType(name),loop.ctrl(),loop.update(name,null,nestingLevel),null).peephole());
+ setDef(idx,old);
+ }
+ return n==null ? old : setDef(idx,n); // Not lazy, so this is the answer
+ }
+
+ // Return declared type
+ public Type lookupDeclaredType( String name ) {
+ for( int i=_types.size(); i>0; i-- ) {
+ Type t = _types.get(i-1).get(name);
+ if( t != null ) return t;
+ }
+ return null;
+ }
+
+ public Node ctrl() { return in(0); }
+
+ /**
+ * The ctrl of a ScopeNode is always bound to the currently active
+ * control node in the graph, via a special name '$ctrl' that is not
+ * a valid identifier in the language grammar and hence cannot be
+ * referenced in Simple code.
+ *
+ * @param n The node to be bound to '$ctrl'
+ *
+ * @return Node that was bound
+ */
+ public Node ctrl(Node n) { return setDef(0,n); }
+
+ /**
+ * Duplicate a ScopeNode; including all levels, up to Nodes. So this is
+ * neither shallow (would dup the Scope but not the internal HashMap
+ * tables), nor deep (would dup the Scope, the HashMap tables, but then
+ * also the program Nodes).
+ * <p>
+ * If the {@code loop} flag is set, the edges are filled in as the original
+ * Scope, as a indication of Lazy Phis at loop heads. The goal here is to
+ * not make Phis at loop heads for variables which are never touched in the
+ * loop body.
+ * <p>
+ * The new Scope is a full-fledged Node with proper use<->def edges.
+ */
+ public ScopeNode dup() { return dup(false); }
+ public ScopeNode dup(boolean loop) {
+ ScopeNode dup = new ScopeNode();
+ // Our goals are:
+ // 1) duplicate the name bindings of the ScopeNode across all stack levels
+ // 2) Make the new ScopeNode a user of all the nodes bound
+ // 3) Ensure that the order of defs is the same to allow easy merging
+ for( HashMap<String,Integer> syms : _scopes )
+ dup._scopes.push(new HashMap<>(syms));
+ for( HashMap<String,Type> ts : _types )
+ dup._types.push(ts); // Types don't change, just keep stacks aligned
+
+ dup.addDef(ctrl()); // Control input is just copied
+ for( int i=1; i<nIns(); i++ )
+ // For lazy phis on loops we use a sentinel
+ // that will trigger phi creation on update
+ dup.addDef(loop ? this : in(i));
+ return dup;
+ }
+
+ /**
+ * Merges the names whose node bindings differ, by creating Phi node for such names
+ * The names could occur at all stack levels, but a given name can only differ in the
+ * innermost stack level where the name is bound.
+ *
+ * @param that The ScopeNode to be merged into this
+ * @return A new node representing the merge point
+ */
+ public Node mergeScopes(ScopeNode that) {
+ RegionNode r = (RegionNode) ctrl(new RegionNode(null,ctrl(), that.ctrl()).keep());
+ String[] ns = reverseNames();
+ // Note that we skip i==0, which is bound to '$ctrl'
+ for (int i = 1; i < nIns(); i++)
+ if( in(i) != that.in(i) ) // No need for redundant Phis
+ // If we are in lazy phi mode we need to a lookup
+ // by name as it will trigger a phi creation
+ setDef(i, new PhiNode(ns[i], this.lookupDeclaredType(ns[i]), r, this.lookup(ns[i]), that.lookup(ns[i])).peephole());
+ that.kill(); // Kill merged scope
+ IterPeeps.add(r);
+ return r.unkeep().peephole();
+ }
+
+ // Merge the backedge scope into this loop head scope
+ // We set the second input to the phi from the back edge (i.e. loop body)
+ public void endLoop(ScopeNode back, ScopeNode exit ) {
+ Node ctrl = ctrl();
+ assert ctrl instanceof LoopNode loop && loop.inProgress();
+ ctrl.setDef(2,back.ctrl());
+ for( int i=1; i<nIns(); i++ ) {
+ if( back.in(i) != this ) {
+ PhiNode phi = (PhiNode)in(i);
+ assert phi.region()==ctrl && phi.in(2)==null;
+ phi.setDef(2,back.in(i));
+ }
+ if( exit.in(i) == this ) // Replace a lazy-phi on the exit path also
+ exit.setDef(i,in(i));
+ }
+ back.kill(); // Loop backedge is dead
+ // Now one-time do a useless-phi removal
+ for( int i=1; i<nIns(); i++ ) {
+ if( in(i) instanceof PhiNode phi ) {
+ // Do an eager useless-phi removal
+ Node in = phi.peephole();
+ IterPeeps.addAll(phi._outputs);
+ phi.moveDepsToWorklist();
+ if( in != phi ) {
+ phi.subsume(in);
+ setDef(i,in); // Set the update back into Scope
+ }
+ }
+ }
+
+ }
+
+
+ // Up-casting: using the results of an If to improve a value.
+ // E.g. "if( ptr ) ptr.field;" is legal because ptr is known not-null.
+
+ // This Scope looks for direct variable uses, or certain simple
+ // combinations, and replaces the variable with the upcast variant.
+ public Node upcast( Node ctrl, Node pred, boolean invert ) {
+ if( ctrl._type==Type.XCONTROL ) return null;
+ // Invert the If conditional
+ if( invert )
+ pred = pred instanceof NotNode not ? not.in(1) : new NotNode(pred).peephole();
+
+ // Direct use of a value as predicate. This is a zero/null test.
+ if( Utils.find(_inputs, pred) != -1 ) {
+ if( !(pred._type instanceof TypeMemPtr tmp) )
+ // Must be an `int`, since int and ptr are the only two value types
+ // being tested. No representation for a generic not-null int, so no upcast.
+ return null;
+ if( tmp.isa(TypeMemPtr.VOIDPTR) )
+ return null; // Already not-null, no reason to upcast
+ // Upcast the ptr to not-null ptr, and replace in scope
+ return replace(pred,new CastNode(TypeMemPtr.VOIDPTR,ctrl,pred).peephole());
+ }
+
+ if( pred instanceof NotNode not ) {
+ // Direct use of a !value as predicate. This is a zero/null test.
+ if( Utils.find(_inputs, not.in(1)) != -1 ) {
+ Type tinit = not.in(1)._type.makeInit();
+ if( not.in(1)._type.isa(tinit) ) return null; // Already zero/null, no reason to upcast
+ return replace(not.in(1), new ConstantNode(tinit).peephole());
+ }
+ }
+ // Apr/9/2024: Attempted to replace X with Y if guarded by a test of
+ // X==Y. This didn't seem to help very much, or at least in the test
+ // cases seen so far was a very minor help.
+
+ // No upcast
+ return null;
+ }
+
+ private Node replace( Node old, Node cast ) {
+ assert old!=null && old!=cast;
+ for( int i=0; i<nIns(); i++ )
+ if( in(i)==old )
+ setDef(i,cast);
+ return cast;
+ }
+
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/StartNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/StartNode.java
new file mode 100644
index 00000000..5cfeb5f9
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/StartNode.java
@@ -0,0 +1,70 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.*;
+
+import java.util.Arrays;
+import java.util.BitSet;
+
+/**
+ * The Start node represents the start of the function.
+ *
+ * Start initially has 1 input (arg) from outside and the initial control.
+ * In ch10 we also add mem aliases as structs get defined; each field in struct
+ * adds a distinct alias to Start's tuple.
+ */
+public class StartNode extends MultiNode {
+
+ // This field is NOT final, because the tuple expands as we add memory aliases
+ TypeTuple _args;
+
+ public StartNode(Type[] args) {
+ super();
+ _args = TypeTuple.make(args);
+ _type = _args;
+ }
+
+ /**
+ * Creates a projection for each of the struct's fields, using the field alias
+ * as the key.
+ */
+ public void addMemProj( TypeStruct ts, ScopeNode scope) {
+ if( ts._fields.length==0 ) return; // No projections to add
+ int len = _args._types.length;
+ int max = ts._fields[ts._fields.length-1]._alias; // Max alias
+ if( len > max ) return; // Already big enough
+ // resize the tuple's type array to include all fields of the struct
+ Type[] args = Arrays.copyOf(_args._types, max+1);
+ // The new members of the tuple get a mem type with an alias
+ for( int alias = len; alias <= max; alias++ )
+ args[alias] = TypeMem.make(alias);
+ _type = _args = TypeTuple.make(args);
+ // For each of the fields we now add a mem projection. Note that the
+ // alias matches the slot of the field in the tuple
+ for( int alias = len; alias <= max; alias++ ) {
+ String name = "$"+alias;
+ Node n = new ProjNode(this, alias, name).peephole();
+ scope.define(name, args[alias], n);
+ }
+ }
+
+ @Override
+ public String label() { return "Start"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ return sb.append(label());
+ }
+
+ @Override public boolean isCFG() { return true; }
+ @Override public boolean isMultiHead() { return true; }
+
+ @Override
+ public TypeTuple compute() { return _args; }
+
+ @Override
+ public Node idealize() { return null; }
+
+ // No immediate dominator, and idepth==0
+ @Override
+ Node idom() { return null; }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/StopNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/StopNode.java
new file mode 100644
index 00000000..0bf9eb66
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/StopNode.java
@@ -0,0 +1,65 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.IterPeeps;
+
+import java.util.BitSet;
+
+public class StopNode extends Node {
+
+ public final String _src;
+
+ public StopNode(String src) {
+ super();
+ _src = src;
+ }
+
+ @Override
+ public String label() {
+ return "Stop";
+ }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ if( ret()!=null ) return ret()._print0(sb, visited);
+ sb.append("Stop[ ");
+ for( Node ret : _inputs )
+ ret._print0(sb, visited).append(" ");
+ return sb.append("]");
+ }
+
+ @Override public boolean isCFG() { return true; }
+
+ // If a single Return, return it.
+ // Otherwise, null because ambiguous.
+ public ReturnNode ret() {
+ return nIns()==1 ? (ReturnNode)in(0) : null;
+ }
+
+ @Override
+ public Type compute() {
+ return Type.BOTTOM;
+ }
+
+ @Override
+ public Node idealize() {
+ int len = nIns();
+ for( int i=0; i<nIns(); i++ )
+ if( in(i)._type==Type.XCONTROL )
+ delDef(i--);
+ if( len != nIns() ) return this;
+ return null;
+ }
+
+ public Node addReturn(Node node) {
+ return addDef(node);
+ }
+
+ public StopNode iterate( ) { return IterPeeps.iterate(this,false).typeCheck(); }
+ public StopNode iterate(boolean show) { return IterPeeps.iterate(this,show ).typeCheck(); }
+ StopNode typeCheck() {
+ String err = walk( Node::err );
+ if( err != null ) throw new RuntimeException(err);
+ return this;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/StoreNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/StoreNode.java
new file mode 100644
index 00000000..07e4e3f7
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/StoreNode.java
@@ -0,0 +1,46 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.Field;
+import com.seaofnodes.simple.type.TypeMem;
+
+import java.util.BitSet;
+
+/**
+ * Store represents setting a value to a memory based object, in chapter 10
+ * this means a field inside a struct.
+ */
+public class StoreNode extends MemOpNode {
+
+ /**
+ * @param field The struct field we are assigning to
+ * @param memSlice The memory alias node - this is updated after a Store
+ * @param memPtr The ptr to the struct where we will store a value
+ * @param value Value to be stored
+ */
+ public StoreNode(Field field, Node memSlice, Node memPtr, Node value) {
+ super(field, memSlice, memPtr, value);
+ }
+
+ @Override
+ public String label() { return "Store"; }
+ @Override
+ public String glabel() { return "."+_field._fname+" ="; }
+ @Override
+ public boolean isMem() { return true; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ return sb.append(".").append(_field._fname).append("=").append( val()).append(";");
+ }
+
+ @Override
+ public Type compute() {
+ return TypeMem.make(_field._alias);
+ }
+
+ @Override
+ public Node idealize() {
+ return null;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/node/SubNode.java b/chapter10/src/main/java/com/seaofnodes/simple/node/SubNode.java
new file mode 100644
index 00000000..f81ae6d0
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/node/SubNode.java
@@ -0,0 +1,42 @@
+package com.seaofnodes.simple.node;
+
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+
+import java.util.BitSet;
+
+public class SubNode extends Node {
+ public SubNode(Node lhs, Node rhs) { super(null, lhs, rhs); }
+
+ @Override public String label() { return "Sub"; }
+
+ @Override public String glabel() { return "-"; }
+
+ @Override
+ StringBuilder _print1(StringBuilder sb, BitSet visited) {
+ in(1)._print0(sb.append("("), visited);
+ in(2)._print0(sb.append("-"), visited);
+ return sb.append(")");
+ }
+
+ @Override
+ public Type compute() {
+ if (in(1)._type instanceof TypeInteger i0 &&
+ in(2)._type instanceof TypeInteger i1) {
+ if (i0.isConstant() && i1.isConstant())
+ return TypeInteger.constant(i0.value()-i1.value());
+ }
+ return in(1)._type.meet(in(2)._type);
+ }
+
+ @Override
+ public Node idealize() {
+ // Sub of same is 0
+ if( in(1)==in(2) )
+ return new ConstantNode(TypeInteger.constant(0));
+
+ return null;
+ }
+
+ @Override Node copy(Node lhs, Node rhs) { return new SubNode(lhs,rhs); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/Field.java b/chapter10/src/main/java/com/seaofnodes/simple/type/Field.java
new file mode 100644
index 00000000..179eacf5
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/Field.java
@@ -0,0 +1,96 @@
+package com.seaofnodes.simple.type;
+
+import com.seaofnodes.simple.Utils;
+import java.util.ArrayList;
+
+/**
+ * Represents a field in a struct. This is not a Type in the type system.
+ */
+public class Field extends Type {
+
+ /**
+ * Represents the starting alias ID - which is 2 because then it nicely
+ * slots into Start's projections. Start already uses slots 0-1.
+ */
+ private static final int _RESET_ALIAS_ID = 2;
+
+ /**
+ * Alias ID generator - we start at 2 because START uses 0 and 1 slots,
+ * by starting at 2, our alias ID is nicely mapped to a slot in Start.
+ */
+ private static int _ALIAS_ID = _RESET_ALIAS_ID;
+
+ // The triple {structName,type,fieldName} uniquely identifies a field.
+
+ // Struct name
+ public final String _sname;
+ // Type of the field
+ public final Type _type;
+ // Field name
+ public final String _fname;
+
+ // Convenience field: Owning TypeStruct
+ public TypeStruct _obj;
+
+ // Convenience field: unique alias number
+ public final int _alias;
+
+ private Field(String sname, Type type, String fname, int alias) {
+ super(TFLD);
+ _sname = sname;
+ _type = type;
+ _fname = fname;
+ _alias = alias;
+ }
+ // Make with existing alias
+ private static Field make( String sname, Type type, String fname, int alias ) {
+ return new Field(sname,type,fname,alias).intern();
+ }
+ // Make with new alias
+ public static Field make( String sname, Type type, String fname ) {
+ Field fld = make(sname,type,fname,_ALIAS_ID).intern();
+ if( fld._alias == _ALIAS_ID )
+ _ALIAS_ID++;
+ return fld;
+ }
+
+ public static final Field TEST = make("test",TypeInteger.ZERO,"test");
+ public static void gather(ArrayList<Type> ts) { ts.add(TEST); }
+
+ @Override Field xmeet( Type that ) {
+ Field fld = (Field)that; // Invariant
+ assert _sname.equals(fld._sname);
+ assert _fname.equals(fld._fname);
+ return make(_sname,_type.meet(fld._type),_fname);
+ }
+
+ @Override
+ public Field dual() { return make(_sname,_type.dual(),_fname,_alias); }
+
+ public String aliasName() { return "$"+_alias; };
+
+ @Override
+ public Field glb() {
+ return make(_sname,_type.glb(),_fname,_alias);
+ }
+
+ // Override in subclasses
+ int hash() { return _sname.hashCode() ^ _type.hashCode() ^ _fname.hashCode(); }
+
+ boolean eq(Type t) {
+ Field f = (Field)t;
+ return _sname.equals(f._sname) && _type==f._type && _fname.equals(f._fname);
+ }
+
+
+ @Override
+ public StringBuilder _print( StringBuilder sb ) {
+ return _type._print(sb.append(_fname).append(":"));
+ }
+
+ @Override public String str() { return _fname; }
+
+ static void resetField() {
+ _ALIAS_ID = _RESET_ALIAS_ID;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/Type.java b/chapter10/src/main/java/com/seaofnodes/simple/type/Type.java
new file mode 100644
index 00000000..34e66a0c
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/Type.java
@@ -0,0 +1,191 @@
+package com.seaofnodes.simple.type;
+
+import com.seaofnodes.simple.Utils;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+
+/**
+ * These types are part of a Monotone Analysis Framework,
+ * @see <a href="https://www.cse.psu.edu/~gxt29/teaching/cse597s21/slides/08monotoneFramework.pdf">see for example this set of slides</a>.
+ * <p>
+ * The types form a lattice; @see <a href="https://en.wikipedia.org/wiki/Lattice_(order)">a symmetric complete bounded (ranked) lattice.</a>
+ * <p>
+ * This wild lattice theory will be needed later to allow us to easily beef up
+ * the analysis and optimization of the Simple compiler... but we don't need it
+ * now, just know that it is coming along in a later Chapter.
+ * <p>g
+ * One of the fun things here is that while the theory is deep and subtle, the
+ * actual implementation is darn near trivial and is generally really obvious
+ * what we're doing with it. Right now, it's just simple integer math to do
+ * simple constant folding e.g. 1+2 == 3 stuff.
+ */
+
+public class Type {
+ static final HashMap<Type,Type> INTERN = new HashMap<>();
+
+ // ----------------------------------------------------------
+ // Simple types are implemented fully here. "Simple" means: the code and
+ // type hierarchy are simple, not that the Type is conceptually simple.
+ static final byte TBOT = 0; // Bottom (ALL)
+ static final byte TTOP = 1; // Top (ANY)
+ static final byte TCTRL = 2; // Ctrl flow bottom
+ static final byte TXCTRL = 3; // Ctrl flow top (mini-lattice: any-xctrl-ctrl-all)
+ static final byte TSIMPLE = 4; // End of the Simple Types
+ static final byte TINT = 5; // All Integers; see TypeInteger
+ static final byte TTUPLE = 6; // Tuples; finite collections of unrelated Types, kept in parallel
+ static final byte TMEM = 7; // All memory (alias 0) or A slice of memory - with specific alias
+ static final byte TMEMPTR = 8; // Memory pointer type
+ static final byte TSTRUCT = 9; // Structs; tuples with named fields
+ static final byte TFLD =10; // Fields into struct
+
+ public final byte _type;
+
+ public boolean is_simple() { return _type < TSIMPLE; }
+ private static final String[] STRS = new String[]{"Bot","Top","Ctrl","~Ctrl"};
+ protected Type(byte type) { _type = type; }
+
+ public static final Type BOTTOM = new Type( TBOT ).intern(); // ALL
+ public static final Type TOP = new Type( TTOP ).intern(); // ANY
+ public static final Type CONTROL = new Type( TCTRL ).intern(); // Ctrl
+ public static final Type XCONTROL = new Type( TXCTRL ).intern(); // ~Ctrl
+ public static Type[] gather() {
+ ArrayList<Type> ts = new ArrayList<>();
+ ts.add(BOTTOM);
+ ts.add(CONTROL);
+ Field.gather(ts);
+ TypeInteger.gather(ts);
+ TypeMem.gather(ts);
+ TypeMemPtr.gather(ts);
+ TypeStruct.gather(ts);
+ TypeTuple.gather(ts);
+ int sz = ts.size();
+ for( int i = 0; i < sz; i++ )
+ ts.add(ts.get(i).dual());
+ return ts.toArray(new Type[ts.size()]);
+ }
+
+ // Is high or on the lattice centerline.
+ public boolean isHighOrConst() { return _type==TTOP || _type==TXCTRL; }
+
+ // Strict constant values, things on the lattice centerline.
+ // Excludes both high and low values
+ public boolean isConstant() { return false; }
+
+ /**
+ * Display Type name in a format that's good for IR printer
+ */
+ public StringBuilder typeName( StringBuilder sb) { return _print(sb); }
+
+ public Type makeInit() { return null; }
+
+ // ----------------------------------------------------------
+
+ // Notes on Type interning.
+ // At the moment it is not easy to reset the interned types
+ // because we hold static references to several types and these are scattered
+ // around. This means the INTERN cache will retain all types from
+ // every run of the Parser. For this to work correctly types must be
+ // rigorous about defining when they are the same. Also types need to be
+ // immutable once defined.
+ // The rationale for interning is performance.
+
+ // Factory method which interns "this"
+ public <T extends Type> T intern() {
+ T nnn = (T)INTERN.get(this);
+ if( nnn==null )
+ INTERN.put(nnn=(T)this,this);
+ return nnn;
+ }
+
+ private int _hash; // Hash cache; not-zero when set.
+ @Override
+ public final int hashCode() {
+ if( _hash!=0 ) return _hash;
+ _hash = hash();
+ if( _hash==0 ) _hash = 0xDEADBEEF; // Bad hash from subclass; use some junk thing
+ return _hash;
+ }
+ // Override in subclasses
+ int hash() { return _type; }
+
+ @Override
+ public final boolean equals( Object o ) {
+ if( o==this ) return true;
+ if( !(o instanceof Type t)) return false;
+ if( _type != t._type ) return false;
+ return eq(t);
+ }
+ // Overridden in subclasses; subclass can assume "this!=t" and java classes are same
+ boolean eq(Type t) { return true; }
+
+
+ // ----------------------------------------------------------
+ public final Type meet(Type t) {
+ // Shortcut for the self case
+ if( t == this ) return this;
+ // Same-type is always safe in the subclasses
+ if( _type==t._type ) return xmeet(t);
+ // Reverse; xmeet 2nd arg is never "is_simple" and never equal to "this".
+ if( is_simple() ) return this.xmeet(t );
+ if( t.is_simple() ) return t .xmeet(this);
+ return Type.BOTTOM; // Mixing 2 unrelated types
+ }
+
+ // Compute meet right now. Overridden in subclasses.
+ // Handle cases where 'this.is_simple()' and unequal to 't'.
+ // Subclassed xmeet calls can assert that '!t.is_simple()'.
+ Type xmeet(Type t) {
+ assert is_simple(); // Should be overridden in subclass
+ // ANY meet anything is thing; thing meet ALL is ALL
+ if( _type==TBOT || t._type==TTOP ) return this;
+ if( _type==TTOP || t._type==TBOT ) return t;
+ // 'this' is {TCTRL,TXCTRL}
+ if( !t.is_simple() ) return BOTTOM;
+ // 't' is {TCTRL,TXCTRL}
+ return _type==TCTRL || t._type==TCTRL ? CONTROL : XCONTROL;
+ }
+
+ public Type dual() {
+ return switch( _type ) {
+ case TBOT -> TOP;
+ case TTOP -> BOTTOM;
+ case TCTRL -> XCONTROL;
+ case TXCTRL -> CONTROL;
+ default -> throw Utils.TODO(); // Should not reach here
+ };
+ }
+
+ // ----------------------------------------------------------
+ // Our lattice is defined with a MEET and a DUAL.
+ // JOIN is dual of meet of both duals.
+ public final Type join(Type t) {
+ if( this==t ) return this;
+ return dual().meet(t.dual()).dual();
+ }
+
+ // True if this "isa" t; e.g. 17 isa TypeInteger.BOT
+ public boolean isa( Type t ) { return meet(t)==t; }
+
+ /**
+ * Compute greatest lower bound in the lattice
+ */
+ public Type glb() { return _type==TCTRL ? XCONTROL : BOTTOM; }
+
+ // ----------------------------------------------------------
+ // Useful in the debugger, which calls toString everywhere.
+ // This is a more verbose dev-friendly print.
+ @Override
+ public final String toString() {
+ return _print(new StringBuilder()).toString();
+ }
+
+ public StringBuilder _print(StringBuilder sb) { return is_simple() ? sb.append(STRS[_type]) : sb;}
+
+ // This is used by error messages, and is a shorted print.
+ public String str() { return STRS[_type]; }
+
+ public static void reset() {
+ Field.resetField();
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/TypeInteger.java b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeInteger.java
new file mode 100644
index 00000000..f2a93a3a
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeInteger.java
@@ -0,0 +1,101 @@
+package com.seaofnodes.simple.type;
+
+import java.util.ArrayList;
+
+/**
+ * Integer Type
+ */
+public class TypeInteger extends Type {
+
+ public final static TypeInteger TOP = make(false, 0);
+ public final static TypeInteger BOT = make(false, 1);
+ public final static TypeInteger ZERO= make(true , 0);
+
+ public final boolean _is_con;
+
+ /**
+ * The constant value or
+ * if not constant then 1=bottom, 0=top.
+ */
+ public final long _con;
+
+ private TypeInteger(boolean is_con, long con) {
+ super(TINT);
+ _is_con = is_con;
+ _con = con;
+ }
+ public static TypeInteger make(boolean is_con, long con) {
+ return new TypeInteger(is_con,con).intern();
+ }
+
+ public static TypeInteger constant(long con) { return make(true, con); }
+
+ public static void gather(ArrayList<Type> ts) { ts.add(ZERO); ts.add(BOT); }
+
+ // FIXME this display format is problematic
+ // In visualizer '#' gets prepended if its a constant
+ @Override
+ public StringBuilder _print(StringBuilder sb) {
+ if( this==TOP ) return sb.append("IntTop");
+ if( this==BOT ) return sb.append("IntBot");
+ return sb.append(_con);
+ }
+
+ @Override public String str() {
+ if( this==TOP ) return "~int";
+ if( this==BOT ) return "int";
+ return ""+_con;
+ }
+
+ /**
+ * Display Type name in a format that's good for IR printer
+ */
+ @Override
+ public StringBuilder typeName(StringBuilder sb) {
+ if( this==TOP ) return sb.append("IntTop");
+ if( this==BOT ) return sb.append("IntBot");
+ return sb.append("Int");
+ }
+
+ @Override
+ public boolean isHighOrConst() { return _is_con || _con==0; }
+
+ @Override
+ public boolean isConstant() { return _is_con; }
+
+ public long value() { return _con; }
+
+ @Override
+ public Type xmeet(Type other) {
+ // Invariant from caller: 'this' != 'other' and same class (TypeInteger)
+ TypeInteger i = (TypeInteger)other; // Contract
+ // BOT wins
+ if ( this==BOT ) return this;
+ if ( i ==BOT ) return i ;
+ // TOP loses
+ if ( i ==TOP ) return this;
+ if ( this==TOP ) return i ;
+ // Since both are constants, and are never equals (contract) unequals
+ // constants fall to bottom
+ return BOT;
+ }
+
+ @Override
+ public Type dual() {
+ if( isConstant() ) return this; // Constants are a self-dual
+ return _con==0 ? BOT : TOP;
+ }
+
+ @Override
+ public Type glb() { return BOT; }
+
+ @Override public TypeInteger makeInit() { return ZERO; }
+
+ @Override
+ int hash() { return (int)(_con ^ (_is_con ? 0 : 0x4000)); }
+ @Override
+ public boolean eq( Type t ) {
+ TypeInteger i = (TypeInteger)t; // Contract
+ return _con==i._con && _is_con==i._is_con;
+ }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/TypeMem.java b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeMem.java
new file mode 100644
index 00000000..198d49ee
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeMem.java
@@ -0,0 +1,64 @@
+package com.seaofnodes.simple.type;
+
+import com.seaofnodes.simple.Utils;
+import java.lang.Long;
+import java.util.BitSet;
+import java.util.ArrayList;
+
+
+/**
+ * Represents a slice of memory corresponding to a set of aliases
+ */
+public class TypeMem extends Type {
+
+ // Which slice of memory?
+ // 0 means TOP, no slice.
+ // -1 means BOT, all memory.
+ // N means slice#N.
+ private final int _alias;
+
+ private TypeMem(int alias) { super(TMEM); _alias = alias; }
+
+ public static TypeMem make(int alias) { return new TypeMem(alias).intern(); }
+ public static final TypeMem TOP = make( 0);
+ public static final TypeMem BOT = make(-1);
+
+
+ public static void gather(ArrayList<Type> ts) { ts.add(make(1)); ts.add(BOT); }
+
+ @Override
+ TypeMem xmeet(Type t) {
+ TypeMem that = (TypeMem) t; // Invariant: TypeMem and unequal
+ return _alias==0 ? that : (that._alias==0 ? this : BOT);
+ }
+
+ @Override
+ public Type dual() {
+ if( _alias== 0 ) return BOT;
+ if( _alias==-1 ) return TOP;
+ return this;
+ }
+
+ @Override
+ public Type glb() { return TypeMem.BOT; }
+
+ @Override
+ int hash() { return 9876543 + _alias; }
+
+ @Override
+ boolean eq(Type t) {
+ TypeMem that = (TypeMem) t; // Invariant
+ return _alias == that._alias;
+ }
+
+ @Override
+ public StringBuilder _print(StringBuilder sb) {
+ return sb.append("MEM#").append( switch(_alias) {
+ case 0 -> "TOP";
+ case -1 -> "BOT";
+ default -> ""+_alias;
+ });
+ }
+
+ @Override public String str() { return _print(new StringBuilder()).toString(); }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/TypeMemPtr.java b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeMemPtr.java
new file mode 100644
index 00000000..65352402
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeMemPtr.java
@@ -0,0 +1,78 @@
+package com.seaofnodes.simple.type;
+
+import java.util.ArrayList;
+
+/**
+ * Represents a Pointer to memory.
+ *
+ * Null is generic pointer to non-existent memory.
+ * *void is a non-Null pointer to all possible structs.
+ * Pointers can be to specific struct types, or a union with Null.
+ * The distinguished *$BOT ptr represents union of *void and Null.
+ * The distinguished *$TOP ptr represents the dual of *$BOT.
+ */
+public class TypeMemPtr extends Type {
+ // A TypeMemPtr is pair (obj,nil)
+ // where obj is one of
+ // (null,TypeStruct).
+ // where nil is one of
+ // (true,false) meaning an explicit null is allowed or not
+
+ public final TypeStruct _obj; // null, a TypeStruct, or sentinel TypeStruct.MANY
+ public final boolean _nil;
+
+ private TypeMemPtr(TypeStruct obj, boolean nil) {
+ super(TMEMPTR);
+ _obj = obj;
+ _nil = nil;
+ }
+ public static TypeMemPtr make(TypeStruct obj, boolean nil) { return new TypeMemPtr(obj, nil).intern(); }
+ public static TypeMemPtr make(TypeStruct obj) { return TypeMemPtr.make(obj, false); }
+
+ public static TypeMemPtr BOT = make(TypeStruct.BOT,true);
+ public static TypeMemPtr TOP = BOT.dual();
+ public static TypeMemPtr NULLPTR = make(TypeStruct.TOP,true);
+ public static TypeMemPtr VOIDPTR = NULLPTR.dual(); // A bottom mix of not-null ptrs, like C's void* but not null
+ public static TypeMemPtr TEST= make(TypeStruct.TEST,false);
+ public static void gather(ArrayList<Type> ts) { ts.add(NULLPTR); ts.add(BOT); ts.add(TEST); }
+
+ @Override
+ Type xmeet(Type t) {
+ TypeMemPtr that = (TypeMemPtr) t;
+ return TypeMemPtr.make((TypeStruct)_obj.meet(that._obj), _nil | that._nil);
+ }
+
+ @Override
+ public TypeMemPtr dual() { return TypeMemPtr.make(_obj==null ? null : _obj.dual(), !_nil); }
+
+ @Override
+ public Type glb() {
+ if( _obj==null ) return BOT;
+ return make(_obj.glb(),true);
+ }
+ @Override public TypeMemPtr makeInit() { return NULLPTR; }
+
+ @Override
+ int hash() { return (_obj==null ? 0xDEADBEEF : _obj.hashCode()) ^ (_nil ? 1024 : 0); }
+
+ @Override
+ boolean eq(Type t) {
+ TypeMemPtr ptr = (TypeMemPtr)t; // Invariant
+ return _obj == ptr._obj && _nil == ptr._nil;
+ }
+
+ // [void,name,MANY]*[,?]
+ @Override
+ public StringBuilder _print(StringBuilder sb) {
+ if( this== NULLPTR) return sb.append("null");
+ if( this== VOIDPTR) return sb.append("*void");
+ return _obj._print(sb.append("*")).append(_nil ? "?" : "");
+ }
+
+ @Override public String str() {
+ if( this== NULLPTR) return "null";
+ if( this== VOIDPTR) return "*void";
+ return "*"+_obj.str()+(_nil ? "?" : "");
+ }
+
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/TypeStruct.java b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeStruct.java
new file mode 100644
index 00000000..a98093b2
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeStruct.java
@@ -0,0 +1,123 @@
+package com.seaofnodes.simple.type;
+
+import com.seaofnodes.simple.Utils;
+import java.util.ArrayList;
+
+/**
+ * Represents a struct type.
+ */
+public class TypeStruct extends Type {
+
+ // For now in terms of the lattice
+ // a struct type just stays as is
+
+ public final String _name;
+ public final Field[] _fields;
+
+ private TypeStruct(String name, Field[] fields) {
+ super(Type.TSTRUCT);
+ _name = name;
+ _fields = fields;
+ for( Field f : _fields )
+ f._obj = this;
+ }
+
+ public static TypeStruct make(String name, Field[] fields) { return new TypeStruct(name, fields).intern(); }
+ public static TypeStruct make(String name, ArrayList<Field> fields) { return make(name,fields.toArray(new Field[fields.size()])); }
+
+ public static final TypeStruct TOP = make("$TOP",new Field [0]);
+ public static final TypeStruct BOT = make("$BOT",new Field [0]);
+ public static final TypeStruct TEST = make("test",new Field[]{Field.TEST});
+ public static void gather(ArrayList<Type> ts) { ts.add(TEST); ts.add(BOT); }
+
+ public Field get(String fname) {
+ for( Field f : _fields )
+ if( f._fname.equals(fname) )
+ return f;
+ return null;
+ }
+
+ @Override
+ Type xmeet(Type t) {
+ TypeStruct that = (TypeStruct) t;
+ if( this==TOP ) return that;
+ if( that==TOP ) return this;
+ if( this==BOT ) return BOT;
+ if( that==BOT ) return BOT;
+
+ // Within the same compilation unit, struct names are unique. If the
+ // names differ, its different structs. Across many compilation units,
+ // structs with the same name but different field layouts can be
+ // interned... which begs the question:
+ // "What is the meet of structs from two different compilation units?"
+ // And the answer is: "don't ask".
+ if( !_name.equals(that._name) )
+ return BOT; // It's a struct; that's about all we know
+ // Now all fields should be the same, so just do field meets
+ assert _fields.length == that._fields.length;
+ Field[] flds = new Field[_fields.length];
+ for( int i=0; i<_fields.length; i++ )
+ flds[i] = (Field)_fields[i].meet(that._fields[i]);
+ return make(_name,flds);
+ }
+
+ @Override
+ public TypeStruct dual() {
+ if( this==TOP ) return BOT;
+ if( this==BOT ) return TOP;
+ Field[] flds = new Field[_fields.length];
+ for( int i=0; i<_fields.length; i++ )
+ flds[i] = _fields[i].dual();
+ return make(_name,flds);
+ }
+
+ // Keeps the same struct, but lower-bounds all fields.
+ @Override
+ public TypeStruct glb() {
+ if( _glb() ) return this;
+ // Need to glb each field
+ Field[] flds = new Field[_fields.length];
+ for( int i=0; i<_fields.length; i++ )
+ flds[i] = _fields[i].glb();
+ return make(_name,flds);
+ }
+ private boolean _glb() {
+ for( Field f : _fields )
+ if( f.glb() != f )
+ return false;
+ return true;
+ }
+
+ @Override
+ boolean eq(Type t) {
+ TypeStruct ts = (TypeStruct)t; // Invariant
+ if( !_name.equals(ts._name) )
+ return false;
+ if( _fields.length!=ts._fields.length )
+ return false;
+ for( int i = 0; i < _fields.length; i++ )
+ if( _fields[i] != ts._fields[i] )
+ return false;
+ return true;
+ }
+
+ @Override
+ int hash() {
+ long hash = _name.hashCode();
+ for( Field f : _fields ) hash = Utils.rot(hash,13) ^ f.hashCode();
+ return Utils.fold(hash);
+ }
+
+ @Override
+ public StringBuilder _print(StringBuilder sb) {
+ sb.append(_name).append(" {\n");
+ for( Field f : _fields ) {
+ sb.append(" ").append(f._fname).append(":");
+ f._type._print(sb);
+ sb.append(";\n");
+ }
+ return sb.append("}");
+ }
+
+ @Override public String str() { return _name; }
+}
diff --git a/chapter10/src/main/java/com/seaofnodes/simple/type/TypeTuple.java b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeTuple.java
new file mode 100644
index 00000000..d57f6c98
--- /dev/null
+++ b/chapter10/src/main/java/com/seaofnodes/simple/type/TypeTuple.java
@@ -0,0 +1,88 @@
+package com.seaofnodes.simple.type;
+
+import java.util.ArrayList;
+
+public class TypeTuple extends Type {
+
+ public final Type[] _types;
+
+ private TypeTuple(Type[] types) { super(TTUPLE); _types = types; }
+ public static TypeTuple make(Type... types) { return new TypeTuple(types).intern(); }
+
+ private static TypeTuple TEST = make(TypeInteger.BOT,TypeMemPtr.TEST);
+ public static void gather(ArrayList<Type> ts) { ts.add(TEST); }
+
+ @Override
+ Type xmeet(Type other) {
+ TypeTuple tt = (TypeTuple)other; // contract from xmeet
+ assert _types.length == tt._types.length;
+ Type[] ts = new Type[_types.length];
+ for( int i=0; i<_types.length; i++ )
+ ts[i] = _types[i].meet(tt._types[i]);
+ return make(ts);
+ }
+
+ @Override public Type dual() {
+ Type[] ts = new Type[_types.length];
+ for( int i=0; i<_types.length; i++ )
+ ts[i] = _types[i].dual();
+ return make(ts);
+ }
+
+ @Override
+ public Type glb() {
+ Type[] ts = new Type[_types.length];
+ for( int i=0; i<_types.length; i++ )
+ ts[i] = _types[i].glb();
+ return make(ts);
+ }
+
+ @Override
+ public StringBuilder _print(StringBuilder sb) {
+ sb.append("[");
+ for( Type t : _types )
+ t._print(sb).append(",");
+ sb.setLength(sb.length()-1);
+ sb.append("]");
+ return sb;
+ }
+
+ @Override public String str() { return _print(new StringBuilder()).toString(); }
+
+ /**
+ * Display Type name in a format that's good for IR printer
+ */
+ @Override
+ public StringBuilder typeName(StringBuilder sb) {
+ sb.append("[");
+ for( Type t : _types )
+ t.typeName(sb).append(",");
+ sb.setLength(sb.length()-1);
+ sb.append("]");
+ return sb;
+ }
+
+ public static final TypeTuple IF_BOTH = make(new Type[]{Type. CONTROL,Type. CONTROL});
+ public static final TypeTuple IF_NEITHER = make(new Type[]{Type.XCONTROL,Type.XCONTROL});
+ public static final TypeTuple IF_TRUE = make(new Type[]{Type. CONTROL,Type.XCONTROL});
+ public static final TypeTuple IF_FALSE = make(new Type[]{Type.XCONTROL,Type. CONTROL});
+
+ @Override
+ int hash() {
+ int sum = 0;
+ for( Type type : _types ) sum ^= type.hashCode();
+ return sum;
+ }
+
+ @Override
+ boolean eq( Type t ) {
+ TypeTuple tt = (TypeTuple)t; // Contract
+ if( _types.length != tt._types.length ) return false;
+ for( int i=0; i<_types.length; i++ )
+ if( _types[i]!=tt._types[i] )
+ return false;
+ return true;
+ }
+
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter01Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter01Test.java
new file mode 100644
index 00000000..48cc716f
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter01Test.java
@@ -0,0 +1,50 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter01Test {
+
+ @Test
+ public void testSimpleProgram() {
+ Parser parser = new Parser("return 1;");
+ StopNode stop = parser.parse();
+ StartNode start = Parser.START;
+ ReturnNode ret = (ReturnNode)stop.in(0);
+
+ assertTrue(ret.ctrl() instanceof ProjNode);
+ Node expr = ret.expr();
+ if( expr instanceof ConstantNode con ) {
+ assertEquals(start,con.in(0));
+ assertEquals(TypeInteger.constant(1), con._type);
+ } else {
+ fail();
+ }
+ }
+
+ @Test
+ public void testZero() {
+ Parser parser = new Parser("return 0;");
+ parser.parse();
+ StartNode start = Parser.START;
+ for( Node use : start._outputs )
+ if( use instanceof ConstantNode con && con._type instanceof TypeInteger )
+ assertEquals(TypeInteger.constant(0),con._type);
+ }
+
+
+ @Test
+ public void testBad2() {
+ try {
+ new Parser("return 0123;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Syntax error: integer values cannot start with '0'",e.getMessage());
+ }
+ }
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter02Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter02Test.java
new file mode 100644
index 00000000..351cdb16
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter02Test.java
@@ -0,0 +1,99 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter02Test {
+
+ @Test
+ public void testParseGrammar() {
+ Parser parser = new Parser("return 1+2*3+-5;");
+ Node._disablePeephole = true; // disable peephole so we can observe full graph
+ StopNode ret = parser.parse();
+ assertEquals("return ((1+(2*3))+(-5));", ret.print());
+ GraphVisualizer gv = new GraphVisualizer();
+ System.out.println(gv.generateDotOutput(parser));
+ Node._disablePeephole = false;
+ }
+
+ @Test
+ public void testAddPeephole() {
+ Parser parser = new Parser("return 1+2;");
+ StopNode ret = parser.parse();
+ assertEquals("return 3;", ret.print());
+ }
+
+ @Test
+ public void testSubPeephole() {
+ Parser parser = new Parser("return 1-2;");
+ StopNode ret = parser.parse();
+ assertEquals("return -1;", ret.print());
+ }
+
+ @Test
+ public void testMulPeephole() {
+ Parser parser = new Parser("return 2*3;");
+ StopNode ret = parser.parse();
+ assertEquals("return 6;", ret.print());
+ }
+
+ @Test
+ public void testDivPeephole() {
+ Parser parser = new Parser("return 6/3;");
+ StopNode ret = parser.parse();
+ assertEquals("return 2;", ret.print());
+ }
+
+ @Test
+ public void testMinusPeephole() {
+ Parser parser = new Parser("return 6/-3;");
+ StopNode ret = parser.parse();
+ assertEquals("return -2;", ret.print());
+ }
+
+ @Test
+ public void testExample() {
+ Parser parser = new Parser("return 1+2*3+-5;");
+ StopNode ret = parser.parse();
+ assertEquals("return 2;", ret.print());
+ GraphVisualizer gv = new GraphVisualizer();
+ System.out.println(gv.generateDotOutput(parser));
+ }
+
+ @Test
+ public void testBad1() {
+ try {
+ new Parser("ret").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Undefined name 'ret'",e.getMessage());
+ }
+ }
+ @Test
+ public void testNotBad3() {
+ // this test used to fail in chapter 1
+ assertEquals("return 12;", new Parser("return --12;").parse().print());
+ }
+
+ @Test
+ public void testBad4() {
+ try {
+ new Parser("return 100").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Syntax error, expected ;: ",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testNotBad5() {
+ // this test used to fail in chapter 1
+ assertEquals("return -100;", new Parser("return -100;").parse().print());
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter03Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter03Test.java
new file mode 100644
index 00000000..8a11107d
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter03Test.java
@@ -0,0 +1,70 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter03Test {
+
+ @Test
+ public void testVarDecl() {
+ Parser parser = new Parser("int a=1; return a;");
+ StopNode ret = parser.parse();
+ assertEquals("return 1;", ret.print());
+ }
+
+ @Test
+ public void testVarAdd() {
+ Parser parser = new Parser("int a=1; int b=2; return a+b;");
+ StopNode ret = parser.parse();
+ assertEquals("return 3;", ret.print());
+ }
+
+ @Test
+ public void testVarScope() {
+ Parser parser = new Parser("int a=1; int b=2; int c=0; { int b=3; c=a+b; } return c;");
+ StopNode ret = parser.parse();
+ assertEquals("return 4;", ret.print());
+ }
+
+ @Test
+ public void testVarScopeNoPeephole() {
+ Parser parser = new Parser("int a=1; int b=2; int c=0; { int b=3; c=a+b; #showGraph; } return c; #showGraph;");
+ Node._disablePeephole = true;
+ StopNode ret = parser.parse();
+ Node._disablePeephole = false;
+ assertEquals("return (1+3);", ret.print());
+ }
+
+ @Test
+ public void testVarDist() {
+ Parser parser = new Parser("int x0=1; int y0=2; int x1=3; int y1=4; return (x0-x1)*(x0-x1) + (y0-y1)*(y0-y1); #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return 8;", ret.print());
+ }
+
+ @Test
+ public void testSelfAssign() {
+ try {
+ new Parser("int a=a; return a;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Undefined name 'a'",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testBad6() {
+ try {
+ new Parser("int a=1; int b=2; int c=0; { int b=3; c=a+b;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Syntax error, expected }: ",e.getMessage());
+ }
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter04Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter04Test.java
new file mode 100644
index 00000000..ffbbe9a8
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter04Test.java
@@ -0,0 +1,130 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter04Test {
+
+ @Test
+ public void testPeephole() {
+ Parser parser = new Parser("return 1+arg+2; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return (arg+3);", ret.print());
+ }
+
+ @Test
+ public void testPeephole2() {
+ Parser parser = new Parser("return (1+arg)+2;");
+ StopNode ret = parser.parse();
+ assertEquals("return (arg+3);", ret.print());
+ }
+
+ @Test
+ public void testAdd0() {
+ Parser parser = new Parser("return 0+arg;");
+ StopNode ret = parser.parse();
+ assertEquals("return arg;", ret.print());
+ }
+
+ @Test
+ public void testAddAddMul() {
+ Parser parser = new Parser("return arg+0+arg;");
+ StopNode ret = parser.parse();
+ assertEquals("return (arg*2);", ret.print());
+ }
+
+ @Test
+ public void testPeephole3() {
+ Parser parser = new Parser("return 1+arg+2+arg+3; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return ((arg*2)+6);", ret.print());
+ }
+
+ @Test
+ public void testMul1() {
+ Parser parser = new Parser("return 1*arg;");
+ StopNode ret = parser.parse();
+ assertEquals("return arg;", ret.print());
+ }
+
+ @Test
+ public void testVarArg() {
+ Parser parser = new Parser("return arg; #showGraph;");
+ StopNode stop = parser.parse();
+ ReturnNode ret = stop.ret();
+ assertTrue(ret.in(0) instanceof ProjNode);
+ assertTrue(ret.in(1) instanceof ProjNode);
+ }
+
+ @Test
+ public void testConstantArg() {
+ Parser parser = new Parser("return arg; #showGraph;", TypeInteger.constant(2));
+ StopNode ret = parser.parse();
+ assertEquals("return 2;", ret.print());
+ }
+
+ @Test
+ public void testCompEq() {
+ Parser parser = new Parser("return 3==3; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return 1;", ret.print());
+ }
+
+ @Test
+ public void testCompEq2() {
+ Parser parser = new Parser("return 3==4; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return 0;", ret.print());
+ }
+
+ @Test
+ public void testCompNEq() {
+ Parser parser = new Parser("return 3!=3; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return 0;", ret.print());
+ }
+
+ @Test
+ public void testCompNEq2() {
+ Parser parser = new Parser("return 3!=4; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return 1;", ret.print());
+ }
+
+ @Test
+ public void testBug1() {
+ Parser parser = new Parser("int a=arg+1; int b=a; b=1; return a+2; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return (arg+3);", ret.print());
+ }
+
+ @Test
+ public void testBug2() {
+ Parser parser = new Parser("int a=arg+1; a=a; return a; #showGraph;");
+ StopNode ret = parser.parse();
+ assertEquals("return (arg+1);", ret.print());
+ }
+
+ @Test
+ public void testBug3() {
+ try {
+ new Parser("inta=1; return a;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Undefined name 'inta'",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testBug4() {
+ Parser parser = new Parser("return -arg;");
+ StopNode ret = parser.parse();
+ assertEquals("return (-arg);", ret.print());
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter05Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter05Test.java
new file mode 100644
index 00000000..e82aa7da
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter05Test.java
@@ -0,0 +1,225 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter05Test {
+
+ @Test
+ public void testIfStmt() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+if (arg == 1)
+ a = arg+2;
+else {
+ a = arg-3;
+ #showGraph;
+}
+#showGraph;
+return a;""");
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return Phi(Region18,(arg+2),(arg-3));", ret.toString());
+ }
+
+ @Test
+ public void testTest() {
+ Parser parser = new Parser(
+"""
+int c = 3;
+int b = 2;
+if (arg == 1) {
+ b = 3;
+ c = 4;
+}
+return c;""", TypeInteger.BOT);
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return Phi(Region16,4,3);", ret.toString());
+ }
+
+ @Test
+ public void testReturn2() {
+ Parser parser = new Parser(
+"""
+if( arg==1 )
+ return 3;
+else
+ return 4;
+#showGraph;""", TypeInteger.BOT);
+ StopNode stop = parser.parse();
+ assertEquals("Stop[ return 3; return 4; ]", stop.toString());
+ }
+
+ @Test
+ public void testIfMergeB() {
+ Parser parser = new Parser(
+"""
+int a=arg+1;
+int b=0;
+if( arg==1 )
+ b=a;
+else
+ b=a+1;
+return a+b;""");
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return ((arg*2)+Phi(Region21,2,3));", ret.toString());
+ }
+
+ @Test
+ public void testIfMerge2() {
+ Parser parser = new Parser(
+"""
+int a=arg+1;
+int b=arg+2;
+if( arg==1 )
+ b=b+a;
+else
+ a=b+1;
+return a+b;""");
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return ((Phi(Region32,(arg*2),arg)+arg)+Phi(Region,4,5));", ret.toString());
+ }
+
+ @Test
+ public void testMerge3() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg==1 )
+ if( arg==2 )
+ a=2;
+ else
+ a=3;
+else if( arg==3 )
+ a=4;
+else
+ a=5;
+return a;
+#showGraph;""", TypeInteger.BOT);
+ StopNode stop = parser.parse().iterate();
+ assertEquals("return Phi(Region36,Phi(Region22,2,3),Phi(Region34,4,5));", stop.toString());
+ }
+
+ @Test
+ public void testMerge4() {
+ Parser parser = new Parser(
+"""
+int a=0;
+int b=0;
+if( arg )
+ a=1;
+if( arg==0 )
+ b=2;
+return arg+a+b;
+#showGraph;""", TypeInteger.BOT);
+ StopNode stop = parser.parse();
+ assertEquals("return ((arg+Phi(Region13,1,0))+Phi(Region28,2,0));", stop.toString());
+ }
+
+ @Test
+ public void testMerge5() {
+ Parser parser = new Parser(
+"""
+int a=arg==2;
+if( arg==1 )
+{
+ a=arg==3;
+}
+return a;""");
+ StopNode ret = parser.parse().iterate();
+ assertEquals("return (arg==Phi(Region16,3,2));", ret.toString());
+ }
+
+ @Test
+ public void testTrue() {
+ StopNode stop = new Parser("return true;").parse();
+ assertEquals("return 1;",stop.toString());
+ }
+
+ @Test
+ public void testHalfDef() {
+ try {
+ new Parser("if( arg==1 ) int b=2; return b;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Cannot define a new name on one arm of an if",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testHalfDef2() {
+ try {
+ new Parser("if( arg==1 ) { int b=2; } else { int b=3; } return b;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Undefined name 'b'",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testRegress1() {
+ try {
+ new Parser("if(arg==2) int a=1; else int b=2; return a;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Cannot define a new name on one arm of an if",e.getMessage());
+ }
+ }
+
+
+ @Test
+ public void testBadNum() {
+ try {
+ new Parser("return 1-;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Syntax error, expected an identifier or expression: ;",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testKeyword1() {
+ try {
+ new Parser("int true=0; return true;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Expected an identifier, found 'true'",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testKeyword2() {
+ try {
+ new Parser("int else=arg; if(else) else=2; else else=1; return else;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Expected an identifier, found 'else'",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testKeyword3() {
+ try {
+ new Parser("int a=1; ififif(arg)inta=2;return a;").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Undefined name 'ififif'",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testBad7() {
+ try {
+ new Parser("return 1;}").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("Syntax error, unexpected }",e.getMessage());
+ }
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter06Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter06Test.java
new file mode 100644
index 00000000..6c24992c
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter06Test.java
@@ -0,0 +1,296 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter06Test {
+
+ @Test
+ public void testPeepholeReturn() {
+ Parser parser = new Parser(
+"""
+if( true ) return 2;
+return 1;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 2;", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+
+ @Test
+ public void testPeepholeRotate() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+if (arg)
+ a = 2;
+return (arg < a) < 3;
+""");
+ StopNode stop = parser.parse().iterate();
+ assertEquals("return ((arg<Phi(Region12,2,1))<3);", stop.toString());
+ }
+
+ @Test
+ public void testPeepholeCFG() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( true )
+ a=2;
+else
+ a=3;
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 2;", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+
+ @Test
+ public void testIfIf() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg!=1 )
+ a=2;
+else
+ a=3;
+int b=4;
+if( a==2 )
+ b=42;
+else
+ b=5;
+return b;""", TypeInteger.BOT);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region37,42,5);", stop.toString());
+ }
+
+ @Test
+ public void testIfArgIf() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( 1==1 )
+ a=2;
+else
+ a=3;
+int b=4;
+if( arg==2 )
+ b=a;
+else
+ b=5;
+return b;""", TypeInteger.BOT);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region30,2,5);", stop.toString());
+ }
+
+ @Test
+ public void testMerge3With2() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg==1 )
+ if( arg==2 )
+ a=2;
+ else
+ a=3;
+else if( arg==3 )
+ a=4;
+else
+ a=5;
+return a;
+#showGraph;""", TypeInteger.constant(2));
+ StopNode stop = parser.parse();
+ assertEquals("return 5;", stop.toString());
+ }
+
+ @Test
+ public void testMerge3With1() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg==1 )
+ if( arg==2 )
+ a=2;
+ else
+ a=3;
+else if( arg==3 )
+ a=4;
+else
+ a=5;
+return a;
+""", TypeInteger.constant(1));
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 3;", stop.toString());
+ }
+
+ @Test
+ public void testMerge3Peephole() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg==1 )
+ if( 1==2 )
+ a=2;
+ else
+ a=3;
+else if( arg==3 )
+ a=4;
+else
+ a=5;
+return a;
+""", TypeInteger.BOT);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region41,3,Phi(Region39,4,5));", stop.toString());
+ }
+
+ @Test
+ public void testMerge3Peephole1() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg==1 )
+ if( 1==2 )
+ a=2;
+ else
+ a=3;
+else if( arg==3 )
+ a=4;
+else
+ a=5;
+return a;
+""", TypeInteger.constant(1));
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 3;", stop.toString());
+ }
+
+ @Test
+ public void testMerge3Peephole3() {
+ Parser parser = new Parser(
+"""
+int a=1;
+if( arg==1 )
+ if( 1==2 )
+ a=2;
+ else
+ a=3;
+else if( arg==3 )
+ a=4;
+else
+ a=5;
+return a;
+""", TypeInteger.constant(3));
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 4;", stop.toString());
+ }
+
+ @Test
+ public void testDemo1NonConst() {
+ Parser parser = new Parser("""
+int a = 0;
+int b = 1;
+if( arg ) {
+ a = 2;
+ if( arg ) { b = 2; }
+ else b = 3;
+}
+return a+b;
+""");
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return Phi(Region24,4,1);", ret.toString());
+ }
+
+
+ @Test
+ public void testDemo1True() {
+ Parser parser = new Parser("""
+int a = 0;
+int b = 1;
+if( arg ) {
+ a = 2;
+ if( arg ) { b = 2; }
+ else b = 3;
+}
+return a+b;
+""", TypeInteger.constant(1));
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return 4;", ret.toString());
+ }
+
+ @Test
+ public void testDemo1False() {
+ Parser parser = new Parser("""
+int a = 0;
+int b = 1;
+if( arg ) {
+ a = 2;
+ if( arg ) { b = 2; }
+ else b = 3;
+}
+return a+b;
+""", TypeInteger.constant(0));
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return 1;", ret.toString());
+ }
+
+ @Test
+ public void testDemo2NonConst() {
+ Parser parser = new Parser("""
+int a = 0;
+int b = 1;
+int c = 0;
+if( arg ) {
+ a = 1;
+ if( arg==2 ) { c=2; } else { c=3; }
+ if( arg ) { b = 2; }
+ else b = 3;
+}
+return a+b+c;
+""");
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return (Phi(Region36,Phi(Region23,2,3),0)+Phi(Region,3,1));", ret.toString());
+ }
+
+
+ @Test
+ public void testDemo2True() {
+ Parser parser = new Parser("""
+int a = 0;
+int b = 1;
+int c = 0;
+if( arg ) {
+ a = 1;
+ if( arg==2 ) { c=2; } else { c=3; }
+ if( arg ) { b = 2; }
+ else b = 3;
+}
+return a+b+c;
+""", TypeInteger.constant(1));
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return 6;", ret.toString());
+ }
+
+ @Test
+ public void testDemo2arg2() {
+ Parser parser = new Parser("""
+int a = 0;
+int b = 1;
+int c = 0;
+if( arg ) {
+ a = 1;
+ if( arg==2 ) { c=2; } else { c=3; }
+ if( arg ) { b = 2; }
+ else b = 3;
+}
+return a+b+c;
+""", TypeInteger.constant(2));
+ StopNode ret = parser.parse().iterate(true);
+ assertEquals("return 5;", ret.toString());
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter07Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter07Test.java
new file mode 100644
index 00000000..29d16f32
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter07Test.java
@@ -0,0 +1,243 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter07Test {
+
+
+ @Test
+ public void testExample() {
+ Parser parser = new Parser(
+ """
+ while(arg < 10) {
+ arg = arg + 1;
+ #showGraph;
+ }
+ return arg;
+ """);
+ Node._disablePeephole = true;
+ StopNode stop = parser.parse(true);
+ assertEquals("return Phi(Loop6,arg,(Phi_arg+1));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ Node._disablePeephole = false;
+ }
+
+ @Test
+ public void testRegression() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+if(arg){}else{
+ while(a < 10) {
+ a = a + 1;
+ }
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region24,1,Phi(Loop13,1,(Phi_a+1)));", stop.toString());
+ }
+
+ @Test
+ public void testWhileNested() {
+ Parser parser = new Parser(
+
+"""
+int sum = 0;
+int i = 0;
+while(i < arg) {
+ i = i + 1;
+ int j = 0;
+ while( j < arg ) {
+ sum = sum + j;
+ j = j + 1;
+ }
+}
+return sum;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop8,0,Phi(Loop20,Phi_sum,(Phi_sum+Phi(Loop,0,(Phi_j+1)))));", stop.toString());
+ System.out.println(IRPrinter.prettyPrint(stop,99));
+ }
+
+ @Test
+ public void testWhileScope() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+int b = 2;
+while(a < 10) {
+ if (a == 2) a = 3;
+ else b = 4;
+}
+return b;
+""");
+ Node._disablePeephole = true;
+ StopNode stop = parser.parse(true);
+ assertEquals("return Phi(Loop8,2,Phi(Region27,Phi_b,4));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ Node._disablePeephole = false;
+ System.out.println(IRPrinter.prettyPrint(stop,99));
+ }
+
+ @Test
+ public void testWhileNestedIfAndInc() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+int b = 2;
+while(a < 10) {
+ if (a == 2) a = 3;
+ else b = 4;
+ b = b + 1;
+ a = a + 1;
+}
+return b;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop8,2,(Phi(Region27,Phi_b,4)+1));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ System.out.println(IRPrinter.prettyPrint(stop,99));
+ }
+
+
+ @Test
+ public void testWhile() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+while(a < 10) {
+ a = a + 1;
+ a = a + 2;
+}
+return a;
+""");
+ Node._disablePeephole = true;
+ StopNode stop = parser.parse(true);
+ assertEquals("return Phi(Loop7,1,((Phi_a+1)+2));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ Node._disablePeephole = false;
+ }
+
+ @Test
+ public void testWhilePeep() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+while(a < 10) {
+ a = a + 1;
+ a = a + 2;
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop7,1,(Phi_a+3));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+
+ @Test
+ public void testWhile2() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+while(arg) a = 2;
+return a;
+""");
+ Node._disablePeephole = true;
+ StopNode stop = parser.parse(true);
+ assertEquals("return Phi(Loop7,1,2);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ Node._disablePeephole = false;
+ System.out.println(IRPrinter.prettyPrint(stop,99));
+ }
+
+ @Test
+ public void testWhile2Peep() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+while(arg) a = 2;
+return a;
+""");
+ StopNode stop = parser.parse().iterate();
+ assertEquals("return Phi(Loop7,1,2);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ System.out.println(IRPrinter.prettyPrint(stop, 99));
+ }
+
+ @Test
+ public void testWhile3() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+while(a < 10) {
+ int b = a + 1;
+ a = b + 2;
+}
+return a;
+""");
+ Node._disablePeephole = true;
+ StopNode stop = parser.parse(true);
+ assertEquals("return Phi(Loop7,1,((Phi_a+1)+2));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ Node._disablePeephole = false;
+ }
+
+ @Test
+ public void testWhile3Peep() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+while(a < 10) {
+ int b = a + 1;
+ a = b + 2;
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop7,1,(Phi_a+3));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+
+ @Test
+ public void testWhile4() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+int b = 2;
+while(a < 10) {
+ int b = a + 1;
+ a = b + 2;
+}
+return a;
+""");
+ Node._disablePeephole = true;
+ StopNode stop = parser.parse(true);
+ assertEquals("return Phi(Loop8,1,((Phi_a+1)+2));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ Node._disablePeephole = false;
+ }
+
+ @Test
+ public void testWhile4Peep() {
+ Parser parser = new Parser(
+"""
+int a = 1;
+int b = 2;
+while(a < 10) {
+ int b = a + 1;
+ a = b + 2;
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop8,1,(Phi_a+3));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter08Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter08Test.java
new file mode 100644
index 00000000..05485d8c
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter08Test.java
@@ -0,0 +1,211 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter08Test {
+
+ @Test
+ public void testEx6() {
+ Parser parser = new Parser(
+ """
+while(arg < 10) {
+ arg = arg + 1;
+ if (arg == 5)
+ break;
+ if (arg == 6)
+ break;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region36,Phi(Region25,Phi(Loop6,arg,(Phi_arg+1)),Add),Add);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof RegionNode);
+ Assert.assertEquals(5, GraphEvaluator.evaluate(stop, 1));
+ Assert.assertEquals(10, GraphEvaluator.evaluate(stop, 6));
+ }
+
+
+ @Test
+ public void testEx5() {
+ Parser parser = new Parser(
+ """
+int a = 1;
+while(arg < 10) {
+ arg = arg + 1;
+ if (arg == 5)
+ continue;
+ if (arg == 7)
+ continue;
+ a = a + 1;
+}
+return a;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop7,1,Phi(Region42,Phi_a,(Phi_a+1)));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ System.out.println(IRPrinter.prettyPrint(stop,99));
+ }
+
+
+ @Test
+ public void testEx4() {
+ Parser parser = new Parser(
+ """
+while(arg < 10) {
+ arg = arg + 1;
+ if (arg == 5)
+ continue;
+ if (arg == 6)
+ break;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region34,Phi(Loop6,arg,(Phi_arg+1)),Add);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof RegionNode);
+ }
+
+ @Test
+ public void testEx3() {
+ Parser parser = new Parser(
+ """
+while(arg < 10) {
+ arg = arg + 1;
+ if (arg == 6)
+ break;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region25,Phi(Loop6,arg,(Phi_arg+1)),Add);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof RegionNode);
+ }
+
+
+ @Test
+ public void testEx2() {
+ Parser parser = new Parser(
+ """
+while(arg < 10) {
+ arg = arg + 1;
+ if (arg == 5)
+ continue;
+ if (arg == 6)
+ continue;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop6,arg,(Phi_arg+1));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+
+
+ @Test
+ public void testEx1() {
+ Parser parser = new Parser(
+ """
+while(arg < 10) {
+ arg = arg + 1;
+ if (arg == 5)
+ continue;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop6,arg,(Phi_arg+1));", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode);
+ }
+
+ @Test
+ public void testRegress1() {
+ Parser parser = new Parser(
+ """
+while( arg < 10 ) {
+ int a = arg+2;
+ if( a > 4 )
+ break;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return arg;", stop.toString());
+ System.out.println(IRPrinter.prettyPrint(stop,99));
+ }
+
+ @Test
+ public void testRegress2() {
+ Parser parser = new Parser("if(1) return 0; else while(arg>--arg) arg=arg+1; return 0;");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 0;", stop.toString());
+ }
+
+ @Test
+ public void testBreakOutsideLoop() {
+ try {
+ new Parser("""
+if(arg <= 10) {
+ break;
+ arg = arg + 1;
+}
+return arg;
+""").parse();
+ fail();
+ } catch( RuntimeException e ) {
+ assertEquals("No active loop for a break or continue",e.getMessage());
+ }
+ }
+
+ @Test
+ public void testRegress3() {
+ Parser parser = new Parser("""
+while(arg < 10) {
+ break;
+}
+return arg;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return arg;", stop.toString());
+ }
+
+ @Test
+ public void testRegress4() {
+ Parser parser = new Parser("""
+int a = 1;
+while(arg < 10) {
+ a = a + 1;
+ if (arg > 2) {
+ int a = 17;
+ break;
+ }
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Region28,Phi(Loop7,1,(Phi_a+1)),Add);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof RegionNode);
+ }
+
+ @Test
+ public void testRegress5() {
+ Parser parser = new Parser("""
+int a = 1;
+while(1) {
+ a = a + 1;
+ if (a<10) continue;
+ break;
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return (Phi(Loop7,1,Add)+1);", stop.toString());
+ assertTrue(stop.ret().ctrl() instanceof ProjNode prj && prj._idx==1 );
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter09Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter09Test.java
new file mode 100644
index 00000000..8e198218
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter09Test.java
@@ -0,0 +1,300 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.*;
+import com.seaofnodes.simple.type.Type;
+import com.seaofnodes.simple.type.TypeInteger;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.Ignore;
+
+import static org.junit.Assert.*;
+
+public class Chapter09Test {
+
+ @Test
+ @Ignore
+ public void testJig() {
+ Parser parser = new Parser("""
+int v0=0;
+arg=0;
+while(v0) {
+ while(1) if(arg*arg*0==0) {}
+ while(0) {}
+ arg=1;
+}
+return 0;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ }
+
+ @Test
+ public void testGVN1() {
+ Parser parser = new Parser(
+ """
+int x = arg + arg;
+if(arg < 10) {
+ return arg + arg;
+}
+else {
+ x = x + 1;
+}
+return x;
+ """);
+ StopNode stop = parser.parse(true);
+ assertEquals("Stop[ return (arg*2); return (Mul+1); ]", stop.toString());
+ Assert.assertEquals(2, GraphEvaluator.evaluate(stop, 1));
+ Assert.assertEquals(23, GraphEvaluator.evaluate(stop, 11));
+ }
+
+ @Test
+ public void testGVN2() {
+ Parser parser = new Parser(
+ """
+return arg*arg-arg*arg;
+ """);
+ StopNode stop = parser.parse(true);
+ assertEquals("return 0;", stop.toString());
+ Assert.assertEquals(0, GraphEvaluator.evaluate(stop, 1));
+ }
+
+ @Test
+ public void testWorklist1() {
+ Parser parser = new Parser(
+ """
+int step = 1;
+while (arg < 10) {
+ arg = arg + step + 1;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse(true).iterate(true);
+ assertEquals("return Phi(Loop7,arg,(Phi_arg+2));", stop.toString());
+ Assert.assertEquals(11, GraphEvaluator.evaluate(stop, 1));
+ }
+
+ @Test
+ public void testWorklist2() {
+ Parser parser = new Parser(
+ """
+int cond = 0;
+int one = 1;
+while (arg < 10) {
+ if (cond) one = 2;
+ arg = arg + one*3 + 1;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse(true).iterate(true);
+ assertEquals("return Phi(Loop8,arg,(Phi_arg+4));", stop.toString());
+ Assert.assertEquals(13, GraphEvaluator.evaluate(stop, 1));
+ }
+
+ @Test
+ public void testWorklist3() {
+ Parser parser = new Parser(
+ """
+int v1 = 0;
+int v2 = 0;
+int v3 = 0;
+int v4 = 0;
+int v5 = 0;
+int v6 = 0;
+int v7 = 0;
+int v8 = 0;
+while (arg) {
+ if (v1) v2 = 1;
+ if (v2) v3 = 1;
+ if (v3) v4 = 1;
+ if (v4) v5 = 1;
+ if (v5) v6 = 1;
+ if (v6) v7 = 1;
+ if (v7) v8 = 1;
+ arg = arg + v8 + 1;
+}
+return arg;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop14,arg,(Phi_arg+1));", stop.toString());
+ }
+
+ @Test
+ public void testRegionPeepBug() {
+ Parser parser = new Parser(
+ """
+int v0=0;
+int v1=0;
+while(v1+arg) {
+ arg=0;
+ int v2=v0;
+ while(arg+1) {}
+ v0=1;
+ v1=v2;
+}
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testWhile0() {
+ Parser parser = new Parser("while(0) continue; if(0) arg=0;");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testWhile1() {
+ Parser parser = new Parser("""
+if(0) while(0) {
+ int arg=arg;
+ while(0) {}
+}
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+
+ @Test
+ public void testPrecedence() {
+ Parser parser = new Parser("return 3-1+2;");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 4;", stop.toString());
+ }
+
+ @Test
+ public void testSwap2() {
+ Parser parser = new Parser("return 1+(1+1);");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 3;", stop.toString());
+ }
+
+
+ @Test
+ public void testFuzz0() {
+ Parser parser = new Parser("""
+int one = 1;
+int a = 0;
+int zero = 0;
+while(arg) {
+ a = -(one + a + 2);
+ arg = arg + 1;
+ one = one + zero;
+}
+return a;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop9,0,(-(Phi_a+3)));", stop.toString());
+ }
+
+ @Test
+ public void testFuzz1() {
+ Parser parser = new Parser("""
+while(1) {}
+while(arg) break;
+while(arg) arg=0;
+arg=0;
+int v0=0!=0<-0;
+return -0+0+0;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+
+ @Test
+ public void testFuzz2() {
+ Parser parser = new Parser("return 0+-0;");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 0;", stop.toString());
+ }
+
+ @Test
+ public void testFuzz3() {
+ Parser parser = new Parser("int v0=0; while(0==69) while(v0) return 0;");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testFuzz4() {
+ Parser parser = new Parser("""
+while(1) {
+ arg=0<=0;
+ if(1<0) while(arg==-0) arg=arg-arg;
+}
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testFuzz5() {
+ Parser parser = new Parser("""
+{
+ int v0=0;
+ while(1)
+ int v1=0--0;
+ while(v0)
+ break;
+ while(-v0) {
+ while(0+0+v0) continue;
+ break;
+ }
+ if(-0!=-0+0+v0) while(0+0+0+0)
+ break;
+}
+return 0!=0;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testFuzz6() {
+ Parser parser = new Parser("""
+int v0=0;
+while(0==1) while(v0)
+ v0=1+v0;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testFuzz7() {
+ Parser parser = new Parser("""
+while(1) {}
+int v0=0;
+while(v0)
+ {}
+int v1=0;
+while(1)
+ v1=1;
+return v1+v0;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testFuzz8() {
+ Parser parser = new Parser("while(arg) arg = arg - 1; #showGraph; return arg;");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return Phi(Loop6,arg,(Phi_arg-1));", stop.toString());
+ }
+
+ @Test
+ public void testMeet() {
+ Type t1 = Type.TOP;
+ Type t2 = TypeInteger.TOP;
+ Assert.assertEquals(TypeInteger.TOP, t1.meet(t2));
+ Assert.assertEquals(TypeInteger.TOP, t2.meet(t1));
+ t1 = Type.BOTTOM;
+ t2 = TypeInteger.BOT;
+ Assert.assertEquals(Type.BOTTOM, t1.meet(t2));
+ Assert.assertEquals(Type.BOTTOM, t2.meet(t1));
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/Chapter10Test.java b/chapter10/src/test/java/com/seaofnodes/simple/Chapter10Test.java
new file mode 100644
index 00000000..6bafe72a
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/Chapter10Test.java
@@ -0,0 +1,363 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.node.Node;
+import com.seaofnodes.simple.node.StopNode;
+import com.seaofnodes.simple.type.*;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Arrays;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.fail;
+
+public class Chapter10Test {
+
+
+ @Test
+ public void testStruct() {
+ Parser parser = new Parser("""
+struct Bar {
+ int a;
+ int b;
+}
+struct Foo {
+ int x;
+}
+Foo? foo = null;
+Bar bar = new Bar;
+bar.a = 1;
+bar.a = 2;
+return bar.a;
+""");
+ StopNode stop = parser.parse(true).iterate(true);
+ System.out.println(IRPrinter.prettyPrint(stop, 99, true));
+ assertEquals("return .a;", stop.toString());
+ }
+
+ @Test
+ public void testExample() {
+ Parser parser = new Parser("""
+struct Vector2D { int x; int y; }
+Vector2D v = new Vector2D;
+v.x = 1;
+if (arg)
+ v.y = 2;
+else
+ v.y = 3;
+return v;
+""");
+ StopNode stop = parser.parse(true).iterate(true);
+ System.out.println(IRPrinter.prettyPrint(stop, 99, true));
+ assertEquals("return new Vector2D;", stop.toString());
+ }
+
+ @Test
+ public void testBug() {
+ Parser parser = new Parser("""
+struct s0 {
+ int v0;
+}
+s0? v1=null;
+int v3=v1.zAicm;
+""");
+ try { parser.parse(true); fail(); }
+ catch( Exception e ) { assertEquals("Accessing unknown field 'zAicm' from 'null'",e.getMessage()); }
+ }
+
+ @Test
+ public void testBug2() {
+ Parser parser = new Parser("""
+struct s0 { int v0; }
+arg=0+new s0.0;
+""");
+ try { parser.parse(true); fail(); }
+ catch( Exception e ) { assertEquals("Expected an identifier, found 'null'",e.getMessage()); }
+ }
+
+ @Test
+ public void testLoop() {
+ Parser parser = new Parser("""
+struct Bar { int a; }
+Bar bar = new Bar;
+while (arg) {
+ bar.a = bar.a + 2;
+ arg = arg + 1;
+}
+return bar.a;
+""");
+ StopNode stop = parser.parse(true).iterate(true);
+ assertEquals("return .a;", stop.toString());
+ }
+
+ @Test
+ public void testIf() {
+ Parser parser = new Parser("""
+struct Bar { int a; }
+Bar bar = new Bar;
+if (arg) bar = null;
+bar.a = 1;
+return bar.a;
+""");
+ try { parser.parse(true).iterate(true); fail(); }
+ catch( Exception e ) { assertEquals("Type null is not of declared type *Bar",e.getMessage()); }
+ }
+
+ @Test
+ public void testIf2() {
+ Parser parser = new Parser("""
+struct Bar { int a; }
+Bar? bar = null;
+if (arg) bar = new Bar;
+bar.a = 1;
+return bar.a;
+""");
+ try { parser.parse(true).iterate(true); fail(); }
+ catch( Exception e ) { assertEquals("Might be null accessing 'a'",e.getMessage()); }
+ }
+
+ @Test
+ public void testIf3() {
+ Parser parser = new Parser("""
+struct Bar { int a; }
+Bar bar = null;
+if (arg) bar = null;
+bar.a = 1;
+return bar.a;
+""");
+ try { parser.parse(true); fail(); }
+ catch( Exception e ) { assertEquals("Type null is not of declared type *Bar", e.getMessage()); }
+ }
+
+ @Test
+ public void testIfOrNull() {
+ Parser parser = new Parser("""
+struct Bar { int a; }
+Bar? bar = new Bar;
+if (arg) bar = null;
+if( bar ) bar.a = 1;
+return bar;
+""");
+ StopNode stop = parser.parse(false).iterate(true);
+ assertEquals("return Phi(Region15,null,new Bar);", stop.toString());
+ }
+
+ @Test
+ public void testIfOrNull2() {
+ Parser parser = new Parser(
+"""
+struct Bar { int a; }
+Bar? bar = new Bar;
+if (arg) bar = null;
+int rez = 3;
+if( !bar ) rez=4;
+else bar.a = 1;
+return rez;
+""");
+ StopNode stop = parser.parse(false).iterate(true);
+ assertEquals("return Phi(Region32,4,3);", stop.toString());
+ }
+
+ @Test
+ public void testWhileWithNullInside() {
+ Parser parser = new Parser("""
+struct s0 {int v0;}
+s0? v0 = new s0;
+int ret = 0;
+while(arg) {
+ ret = v0.v0;
+ v0 = null;
+ arg = arg - 1;
+}
+return ret;
+""");
+ try { parser.parse(true).iterate(true); fail(); }
+ catch( Exception e ) { assertEquals("Might be null accessing 'v0'", e.getMessage()); }
+ }
+
+ @Test
+ public void testRedeclareStruct() {
+ Parser parser = new Parser("""
+struct s0 {
+ int v0;
+}
+s0? v1=new s0;
+s0? v1;
+v1=new s0;
+""");
+ try { parser.parse(true); fail(); }
+ catch( Exception e ) { assertEquals("Redefining name 'v1'", e.getMessage()); }
+ }
+
+ @Test
+ public void test1() {
+ Parser parser = new Parser("""
+struct s0 {int v0;}
+s0 ret = new s0;
+while(arg) {
+ s0 v0 = new s0;
+ v0.v0 = arg;
+ arg = arg-1;
+ if (arg==5) ret=v0;
+ #showGraph;
+}
+return ret;
+""");
+ StopNode stop = parser.parse(true).iterate(true);
+ System.out.println(IRPrinter.prettyPrint(stop, 99, true));
+ assertEquals("return Phi(Loop10,new s0,Phi(Region31,new s0,Phi_ret));", stop.toString());
+ }
+
+ @Test
+ public void test2() {
+ Parser parser = new Parser("""
+struct s0 {int v0;}
+s0 ret = new s0;
+s0 v0 = new s0;
+while(arg) {
+ v0.v0 = arg;
+ arg = arg-1;
+ if (arg==5) ret=v0;
+ #showGraph;
+}
+return ret;
+""");
+ StopNode stop = parser.parse(true).iterate(true);
+ System.out.println(IRPrinter.prettyPrint(stop, 99, true));
+ assertEquals("return Phi(Loop13,new s0,Phi(Region32,new s0,Phi_ret));", stop.toString());
+ }
+
+
+ @Test
+ public void test3() {
+ Parser parser = new Parser("""
+struct s0 {int v0;}
+s0 ret = new s0;
+while(arg < 10) {
+ s0 v0 = new s0;
+ if (arg == 5) ret=v0;
+ arg = arg + 1;
+}
+return ret;
+""");
+ StopNode stop = parser.parse(true).iterate(true);
+ System.out.println(IRPrinter.prettyPrint(stop, 99, true));
+ assertEquals("return Phi(Loop10,new s0,Phi(Region30,new s0,Phi_ret));", stop.toString());
+ }
+
+ @Test
+ public void testBug3() {
+ Parser parser = new Parser("""
+struct s0 {
+ int f0;
+}
+if(0>=0) return new s0;
+return new s0;
+int v0=null.f0;
+""");
+ try { parser.parse(true); fail(); }
+ catch( Exception e ) { assertEquals("Accessing unknown field 'f0' from 'null'", e.getMessage()); }
+ }
+
+ @Test
+ public void testBug4() {
+ Parser parser = new Parser("""
+if(0) {
+ while(0) if(arg) continue;
+ int v0=0;
+ while(1) {
+ int arg=-arg;
+ v0=arg;
+ }
+}
+ """);
+ StopNode stop = parser.parse(true).iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testBug5() {
+ Parser parser = new Parser("""
+struct s0 {
+ int f0;
+}
+if(0) return 0;
+else return new s0;
+if(new s0.f0) return 0;
+ """);
+ StopNode stop = parser.parse(true).iterate(true);
+ assertEquals("return new s0;", stop.toString());
+ }
+
+ @Test
+ public void testBug6MissedWorklist() {
+ Parser parser = new Parser("""
+while(0) {}
+int v4=0;
+while(0<arg) {
+ v4=v4+1;
+ while(1) v4=-v4;
+ while(0) arg=-1;
+}
+return 0;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ }
+
+ @Test
+ public void testBug7() {
+ Parser parser = new Parser("""
+struct s0 { int f0; }
+s0 v0 = new s0;
+while(v0.f0) {}
+s0 v1 = v0;
+return v1;
+ """);
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return new s0;", stop.toString());
+ }
+
+
+ @Test
+ public void testBug8() {
+ Parser parser = new Parser("""
+int v2=0;
+while(0)
+while(0) {}
+{
+ {
+ {
+ int v36=0;
+ {
+ while(0) {
+ {
+ while(-v2) {
+ {
+ while(v36) {
+ while(v2) return 0;
+ break;
+ } }
+ if(-v2) break;
+ }
+ }
+ }
+ }
+ } }
+}
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("Stop[ ]", stop.toString());
+ }
+
+ @Test
+ public void testBug9() {
+ Parser parser = new Parser("""
+int v0=arg==0;
+while(v0) continue;
+return 0;
+""");
+ StopNode stop = parser.parse().iterate(true);
+ assertEquals("return 0;", stop.toString());
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/FuzzerWrap.java b/chapter10/src/test/java/com/seaofnodes/simple/FuzzerWrap.java
new file mode 100644
index 00000000..699711fc
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/FuzzerWrap.java
@@ -0,0 +1,35 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.fuzzer.Fuzzer;
+import org.junit.Test;
+import org.junit.Ignore;
+
+
+import static org.junit.Assert.assertTrue;
+
+/**
+ * To use the fuzzer run the <code>fuzzPeeps</code> methods.
+ * This can be done from IntelliJ Gui or remove the `@Ignore` annotation and start the test case from the command line
+ * via <code>mvn clean test -Dtest=com.seaofnodes.simple.Fuzzer08Test#fuzzPeeps</code>
+ */
+public class FuzzerWrap {
+
+ @Ignore
+ @Test
+ public void fuzzPeeps() {
+ var fuzzer = new Fuzzer();
+ for (int i=0; i<1000000; i++)
+ fuzzer.fuzzPeeps(i);
+ assertTrue(fuzzer.noExceptions());
+ }
+
+
+ @Test
+ @Ignore
+ public void fuzzPeepTiming() {
+ var fuzzer = new Fuzzer();
+ int max_nid=0;
+ for (int i=0; i<1000000; i++)
+ max_nid = fuzzer.fuzzPeepTiming(i, max_nid);
+ }
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/TypeTest.java b/chapter10/src/test/java/com/seaofnodes/simple/TypeTest.java
new file mode 100644
index 00000000..f18fb306
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/TypeTest.java
@@ -0,0 +1,145 @@
+package com.seaofnodes.simple;
+
+import com.seaofnodes.simple.type.*;
+import org.junit.Assert;
+import org.junit.Test;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertSame;
+
+public class TypeTest {
+
+ // Test basic properties and GLB
+ @Test
+ public void testTypeAdHoc() {
+ TypeStruct s1 = TypeStruct.make("s1", new Field[]{
+ Field.make("s1", TypeInteger.BOT, "a"),
+ Field.make("s1", TypeInteger.BOT, "b") });
+ TypeStruct s2 = TypeStruct.make("s2", new Field[]{
+ Field.make("s2", TypeInteger.BOT, "a"),
+ Field.make("s2", TypeInteger.BOT, "b") });
+ Assert.assertEquals(s1, s1.glb());
+ Assert.assertNotEquals(s1, s1.dual());
+ Assert.assertEquals(s1, s1.dual().glb());
+
+ TypeMem m1 = TypeMem.make(s1.get("a")._alias);
+ TypeMem m2 = TypeMem.make(s1.get("b")._alias);
+ TypeMem m3 = TypeMem.make(s2.get("a")._alias);
+ TypeMem m4 = TypeMem.make(s2.get("b")._alias);
+
+ Assert.assertNotEquals(m1, m2);
+ Assert.assertNotEquals(m2, m3);
+ Assert.assertNotEquals(m3, m4);
+
+ Assert.assertEquals(TypeStruct.BOT, s1.meet(s2));
+ Assert.assertEquals(TypeMem .BOT, m1.meet(m2));
+ Assert.assertEquals(TypeMem .BOT, m2.meet(m3));
+ Assert.assertEquals(TypeMem .BOT, m3.meet(m4));
+
+ Assert.assertEquals(TypeMem.BOT, m1.glb());
+ Assert.assertEquals(m1, m1.dual());
+ Assert.assertEquals(TypeMem.TOP, m1.glb().dual());
+
+ TypeMemPtr ptr1 = TypeMemPtr.make(s1);
+ Assert.assertEquals(s1, ptr1._obj);
+ TypeMemPtr ptr2 = TypeMemPtr.make(s2);
+ Assert.assertEquals(s2, ptr2._obj);
+
+ TypeMemPtr ptr1nil = TypeMemPtr.make(s1, true);
+ Assert.assertEquals(s1, ptr1nil._obj);
+ Assert.assertTrue(ptr1nil._nil);
+ Assert.assertFalse(ptr1nil._obj==null);
+ TypeMemPtr ptr2nil = TypeMemPtr.make(s2, true);
+ Assert.assertEquals(s2, ptr2nil._obj);
+
+ Assert.assertNotEquals(ptr1, ptr2);
+ Assert.assertNotEquals(ptr1, ptr1.glb());
+ Assert.assertEquals(ptr1nil, ptr1.glb());
+
+ Assert.assertEquals(ptr1, ptr1.dual().dual());
+ Assert.assertEquals(ptr1.glb(), ptr1.dual().glb());
+ Assert.assertEquals(TypeMemPtr.BOT, ptr1.meet(ptr2nil));
+ Assert.assertEquals(ptr1.glb(), ptr1.meet(TypeMemPtr.NULLPTR));
+
+ TypeMemPtr TOP = TypeMemPtr.TOP;
+ TypeMemPtr BOT = TypeMemPtr.BOT;
+ TypeMemPtr PTR = TypeMemPtr.VOIDPTR;
+ TypeMemPtr NULL = TypeMemPtr.NULLPTR;
+ Type PTR_meet_NULL = NULL.meet(PTR);
+ Assert.assertEquals(BOT, PTR_meet_NULL);
+ Type ptr1_meet_ptr2 = ptr1.meet(ptr2);
+ Assert.assertEquals(PTR, ptr1_meet_ptr2);
+ Type NULL_join_ptr1 = NULL.join(ptr1);
+ Assert.assertEquals(TOP, NULL_join_ptr1);
+ Type NULL_join_PTR = PTR.join(NULL);
+ Assert.assertEquals(TOP, NULL_join_PTR);
+ Type ptr1_dual = ptr1.dual();
+ Type nullableptr1_dual = ptr1nil.dual();
+ }
+
+ // Test theoretical properties.
+ // This is a symmetric complete bounded (ranked) lattice.
+ // Also the meet is commutative and associative.
+ // The lattice has a dual (symmetric), and join is ~(~x meet ~y).
+ // See https://en.wikipedia.org/wiki/Lattice_(order).
+ @Test
+ public void testLatticeTheory() {
+ Type[] ts = Type.gather();
+
+ // Confirm commutative & complete
+ for( Type t0 : ts )
+ for( Type t1 : ts ) {
+ check_commute (t0,t1);
+ check_symmetric(t0,t1);
+ }
+
+ // Confirm associative
+ for( Type t0 : ts )
+ for( Type t1 : ts )
+ for( Type t2 : ts )
+ assoc(t0,t1,t2);
+
+ // Confirm symmetry. If A isa B, then A.join(C) isa B.join(C)
+ for( Type t0 : ts )
+ for( Type t1 : ts )
+ if( t0.isa(t1) )
+ for( Type t2 : ts ) {
+ Type t02 = t0.join(t2);
+ Type t12 = t1.join(t2);
+ Type mt = t02.meet(t12);
+ assertSame(mt,t12);
+ }
+ }
+
+ // By design in meet, args are already flipped to order _type, which forces
+ // symmetry for things with badly ordered _type fields. The question is
+ // still interesting for other orders.
+ private static void check_commute( Type t0, Type t1 ) {
+ if( t0==t1 ) return;
+ if( t0.is_simple() && !t1.is_simple() ) return; // By design, flipped the only allowed order
+ Type mta = t0.meet(t1);
+ Type mtb = t1.meet(t0); // Reverse args and try again
+ assertSame(mta,mtb);
+ }
+
+ // A & B = MT
+ // Expect: ~A & ~MT == ~A
+ // Expect: ~B & ~MT == ~B
+ private static void check_symmetric( Type t0, Type t1 ) {
+ if( t1==t0 ) return;
+ Type mt = t0.meet(t1);
+ Type ta = mt.dual().meet(t1.dual());
+ Type tb = mt.dual().meet(t0.dual());
+ assertSame(ta,t1.dual());
+ assertSame(tb,t0.dual());
+ }
+
+ private static void assoc( Type t0, Type t1, Type t2 ) {
+ Type t01 = t0 .meet(t1 );
+ Type t12 = t1 .meet(t2 );
+ Type t01_2 = t01.meet(t2 );
+ Type t0_12 = t0 .meet(t12);
+ assertSame(t01_2,t0_12);
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Fuzzer.java b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Fuzzer.java
new file mode 100644
index 00000000..56933248
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Fuzzer.java
@@ -0,0 +1,173 @@
+package com.seaofnodes.simple.fuzzer;
+
+import com.seaofnodes.simple.GraphEvaluator;
+import com.seaofnodes.simple.Parser;
+import com.seaofnodes.simple.node.Node;
+import com.seaofnodes.simple.node.StopNode;
+
+import java.util.ArrayList;
+import java.util.Random;
+import java.util.function.Consumer;
+
+/**
+ * Implementation of the fuzzer.
+ * Random testcases are generated using the ScriptGenerator.
+ * This will generate a script similar to how the parser parses it but instead of parsing it will
+ * randomly choose a variation the parser would parse and generate it.
+ * These scripts are the parsed by the parser and all exceptions are caught and filtered
+ * to only show one occurrence of one problem. This includes script which generate different
+ * results when the compiled graph with and without peeps is executed.
+ * To aid debugging scripts that cause errors are then reduced by applying rules and checking
+ * that the same issue persists.
+ */
+public class Fuzzer {
+
+ private static final int EVAL_TIMEOUT = 1000;
+
+ /**
+ * List of exceptions already encountered.
+ * This is used to filter new exceptions and discard them if they are already found.
+ */
+ private final ArrayList<Throwable> exceptions = new ArrayList<>();
+
+ /**
+ * Filter and record an exception in a script.
+ * @param e The exception caused by the script
+ * @param script The script causing the exception
+ * @param reproducer Reproducer which should be used to reproduce the test case.
+ */
+ private void recordException(Throwable e, String script, Consumer<String> reproducer, long seed) {
+ for (var ex : exceptions) {
+ if (FuzzerUtils.isExceptionFromSameCause(ex, e)) return;
+ }
+ exceptions.add(e);
+ System.out.println("========== Stack ==========");
+ e.printStackTrace(System.out);
+ System.out.println("========== Seed ==========");
+ System.out.println(seed);
+ System.out.println("========== Code ===========");
+ System.out.println(script);
+ System.out.println("========= Reduced =========");
+ System.out.println(Reducer.reduce(script, e, reproducer));
+ System.out.println("===========================");
+ System.out.flush();
+ }
+
+ /**
+ * Check that two graphs result in the same output when supplied with a value
+ * @param stop1 Stop node of the first graph
+ * @param stop2 Stop node of the second graph
+ * @param in The input value to both graphs to test for an equal output
+ */
+ private static void checkGraphs(StopNode stop1, StopNode stop2, long in) {
+ if (true) return;
+ var e1 = GraphEvaluator.evaluateWithResult(stop1, in, EVAL_TIMEOUT);
+ var e2 = GraphEvaluator.evaluateWithResult(stop2, in, EVAL_TIMEOUT);
+ if (e1.type() == GraphEvaluator.ResultType.TIMEOUT || e2.type() == GraphEvaluator.ResultType.TIMEOUT) return;
+ if (e1.type() != e2.type())
+ throw new RuntimeException("Different calculations types " + e1.type() + " vs " + e2.type());
+ if (e1.value() != e2.value())
+ throw new RuntimeException("Different calculations values " + e1.value() + " vs " + e2.value());
+ }
+
+ /**
+ * Run checks for script. Compile the script with peeps enabled and disabled.
+ * Check that exceptions raised in the parser by both methods are the same and only happens if the script may be invalid.
+ * If the script was successfully parsed check that both version behave the same.
+ * @param script The script to test
+ * @param valid If the script is definitely valid. If not some exceptions may be suppressed.
+ */
+ private static void runCheck(String script, boolean valid) {
+ StopNode stop1;
+ try {
+ stop1 = FuzzerUtils.parse(script, false);
+ } catch (RuntimeException e1) {
+ try {
+ FuzzerUtils.parse(script, true);
+ } catch (RuntimeException e2) {
+ if (FuzzerUtils.isExceptionFromSameCause(e1, e2)) {
+ if (!valid || e1.getClass() == RuntimeException.class) return;
+ } else {
+ e1.addSuppressed(e2);
+ }
+ }
+ throw e1;
+ }
+ var stop2 = FuzzerUtils.parse(script, true);
+ checkGraphs(stop1, stop2, 0);
+ checkGraphs(stop1, stop2, 1);
+ checkGraphs(stop1, stop2, 10);
+ }
+
+ /**
+ * Check that the script does not result in exceptions.
+ * @param script The script to test.
+ * @param valid If the script is valid or if it might contain syntax errors.
+ */
+ private void check(String script, boolean valid, long seed) {
+ try {
+ runCheck(script, valid);
+ } catch (Throwable e) {
+ recordException(e, script, s->runCheck(s, valid), seed);
+ }
+ }
+
+ /**
+ * Run one test with the given seed, and check for peephole counts.
+ * @param seed The seed to use for generating this test case
+ */
+ public int fuzzPeepTiming(long seed, int max_nids) {
+ var rand = new Random(seed);
+ var sb = new StringBuilder();
+ new ScriptGenerator(rand, sb, true).genProgram();
+ try {
+ var parser = new Parser(sb.toString());
+
+ var stop = parser.parse();
+ int parse_peeps= Node.ITER_CNT;
+ int parse_nops = Node.ITER_NOP_CNT;
+ double parse_nop_ratio = (double)parse_nops/parse_peeps;
+ int nids = Node.UID();
+ if( nids <= max_nids ) return max_nids;
+
+ double parse_peeps_per_node = (double)parse_peeps/nids;
+
+ stop.iterate();
+ int iter_peeps= Node.ITER_CNT;
+ int iter_nops = Node.ITER_NOP_CNT;
+ double iter_nop_ratio = (double)iter_nops/iter_peeps;
+ double iter_peeps_per_node = (double)iter_peeps/nids;
+
+ System.out.printf("%6d | Parsing: peeps: %5d, nops: %5d, ratio: %5.3f, last UID: %5d ps/node: %5.3f | Iter: peeps: %6d, nops: %6d, ratio: %5.3f, ps/node: %5.3f\n",
+ seed,
+ parse_peeps,parse_nops,parse_nop_ratio,nids,parse_peeps_per_node,
+ iter_peeps , iter_nops, iter_nop_ratio, iter_peeps_per_node);
+ return nids;
+ } catch (Throwable e) {
+ // ignore exceptions, let the normal fullPeeps catch and reduce,
+ // we're interested in valid program optimizations
+ }
+ return max_nids;
+ }
+
+
+ /**
+ * Run one test with the given seed.
+ * @param seed The seed to use for generating this test case
+ */
+ public void fuzzPeeps(long seed) {
+ var rand = new Random(seed);
+ var sb = new StringBuilder();
+ var valid = new ScriptGenerator(rand, sb, true).genProgram();
+ check(sb.toString(), valid, seed);
+ }
+
+
+ /**
+ * Check that no exceptions happened.
+ * @return true if no exception happened
+ */
+ public boolean noExceptions() {
+ return exceptions.isEmpty();
+ }
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/FuzzerUtils.java b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/FuzzerUtils.java
new file mode 100644
index 00000000..18ef069a
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/FuzzerUtils.java
@@ -0,0 +1,140 @@
+package com.seaofnodes.simple.fuzzer;
+
+import com.seaofnodes.simple.IterPeeps;
+import com.seaofnodes.simple.Parser;
+import com.seaofnodes.simple.node.Node;
+import com.seaofnodes.simple.node.StopNode;
+
+import java.io.OutputStream;
+import java.io.PrintStream;
+import java.lang.invoke.MethodHandle;
+import java.lang.invoke.MethodHandles;
+import java.lang.reflect.Field;
+import java.util.BitSet;
+
+/**
+ * Some utilities for the fuzzer.
+ */
+class FuzzerUtils {
+
+ /**
+ * Get the val of a private field
+ */
+ @SuppressWarnings("unchecked")
+ public static <T> T getFieldValue(Object obj, String name) throws NoSuchFieldException, IllegalAccessException {
+ return (T) (obj instanceof Class<?> clz ? getField(clz, name).get(null) : getField(obj.getClass(), name).get(obj));
+ }
+
+ /**
+ * Get access to a private field
+ */
+ public static Field getField(Class<?> clz, String name) throws NoSuchFieldException {
+ var field = clz.getDeclaredField(name);
+ try {
+ field.setAccessible(true);
+ } catch (Throwable e) {
+ // Intentionally left empty
+ }
+ return field;
+ }
+
+ /**
+ * Try to rethrow an exception or create a runtime exception and throw it.
+ */
+ public static RuntimeException rethrow(Throwable e) {
+ if (e instanceof RuntimeException re) return re;
+ if (e instanceof Error er) throw er;
+ return new RuntimeException(e);
+ }
+
+ /**
+ * Copy of Node.WVISIST
+ * Used to clear as exceptions might happen in the walk and left this bitset not cleared
+ */
+ private static final BitSet NodeWalkVisit;
+
+ /**
+ * Write access to Iterate.MID_ASSERT
+ * Exception could happen mid assert and left this at true. Used to reset to false prior to parsing.
+ */
+ private static final MethodHandle set_MID_ASSERT;
+
+ /**
+ * Some problems might trigger debug output. Suppress this output with a null print stream during fuzzing.
+ */
+ public static final PrintStream NULL_PRINT_STREAM = new PrintStream(OutputStream.nullOutputStream());
+
+ static {
+ try {
+ NodeWalkVisit = getFieldValue(Node.class, "WVISIT");
+ set_MID_ASSERT = MethodHandles.lookup().unreflectSetter(getField( IterPeeps.class, "MID_ASSERT"));
+ } catch (Exception e) {
+ throw new ExceptionInInitializerError(e);
+ }
+ }
+
+ /**
+ * Check that the messages are similar.
+ */
+ private static boolean similarMessages(String a, String b) {
+ if (a == null || b == null) return true;
+ a = a.replaceAll("'\\w+'", "'normalized'").replaceAll("variable \\w+", "variable normalized");
+ b = b.replaceAll("'\\w+'", "'normalized'").replaceAll("variable \\w+", "variable normalized");
+ return a.equals(b);
+ }
+
+ /**
+ * Check if both stack traces have the same first entry. Empty stack traces can happen with NPE optimization
+ * and allow the other to be any stack trace.
+ */
+ private static boolean sameStackTraceOrigin(StackTraceElement[] a, StackTraceElement[] b) {
+ if (a == null || a.length == 0 || b == null || b.length == 0) return true; // One or both stack traces are missing.
+ return a[0].equals(b[0]);
+ }
+
+ /**
+ * Checks if two exceptions are caused by the same problem.
+ */
+ public static boolean isExceptionFromSameCause(Throwable a, Throwable b) {
+ if (a == null || b == null) return a == b; // Handle the null case
+ if (a.getClass() != b.getClass()) return false; // Different classes
+ if (!similarMessages(a.getMessage(), b.getMessage())) return false; // Different messages. Null is allowed as wildcard
+ var s1 = a.getStackTrace();
+ var s2 = b.getStackTrace();
+ if (!sameStackTraceOrigin(s1, s2)) return false; // Different stack trace origins
+ if (!isExceptionFromSameCause(a.getCause(), b.getCause())) return false; // Different causes
+ var o1 = a.getSuppressed();
+ var o2 = b.getSuppressed();
+ if (o1 == null || o2 == null || o1.length != o2.length) return o1 == o2; // Different suppression
+ for (int i=0; i<o1.length; i++) {
+ if (!isExceptionFromSameCause(o1[i], o2[i])) return false; // Different suppression
+ }
+ return true;
+ }
+
+ /**
+ * Parse script with peepholes enabled or disabled
+ */
+ public static StopNode parse(String script, boolean runPeeps) {
+ var err = System.err;
+ var out = System.out;
+ try {
+ System.setErr(NULL_PRINT_STREAM);
+ System.setOut(NULL_PRINT_STREAM);
+ try {
+ set_MID_ASSERT.invokeExact(false);
+ } catch (Throwable e) {
+ throw rethrow(e);
+ }
+ var parser = new Parser(script);
+ Node._disablePeephole = !runPeeps;
+ var stop = parser.parse();
+ return runPeeps ? stop.iterate() : stop;
+ } finally {
+ NodeWalkVisit.clear();
+ System.setErr(err);
+ System.setOut(out);
+ }
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Reducer.java b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Reducer.java
new file mode 100644
index 00000000..3731b40c
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/Reducer.java
@@ -0,0 +1,176 @@
+package com.seaofnodes.simple.fuzzer;
+
+import java.util.Arrays;
+import java.util.function.BiConsumer;
+import java.util.function.Consumer;
+import java.util.function.Predicate;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+/**
+ * This class is used to reduce test cases created by the fuzzer.
+ * It applies rewrite rules to the test case and checks that the
+ * test still produces the same exception.
+ * This is done in a fixpoint iteration until every rewrite produces
+ * no or a different exception.
+ */
+public class Reducer {
+
+ private interface Replacer extends BiConsumer<StringBuilder, Matcher> {}
+
+ /**
+ * Holder for the rewrite rules
+ */
+ private record Replace(Pattern pattern, boolean iterate, Replacer... replacements) {
+ Replace(Pattern p, Object... replacements) {
+ this(p, replacements[0] == Boolean.TRUE, Arrays.stream(replacements).filter(o->!(o instanceof Boolean)).map(Replace::from).toArray(Replacer[]::new));
+ }
+ private static Replacer from(Object o) {
+ if (o instanceof Replacer r) return r;
+ if (o instanceof Integer i) return (s, m)->s.append(m.group(i));
+ if (o instanceof String r) return (s, m)->s.append(r);
+ throw new IllegalArgumentException();
+ }
+ }
+
+ /**
+ * List of rewrite rules.
+ */
+ private static final Replace[] REPLACEMENTS = {
+ new Replace(Pattern.compile("\\b(?:[^\\W0]|\\w\\w+)\\b"), "0", "1"),
+ new Replace(Pattern.compile("(?<=\\n|^)[^\\n]+(?=\\n|$)"), true, ""),
+ new Replace(Pattern.compile("(?<=[+\\-*/<>=(])--"), ""),
+ new Replace(Pattern.compile("\\b--"), "+"),
+ new Replace(Pattern.compile("-"), ""),
+ new Replace(Pattern.compile("\\b\\+-"), "-"),
+ new Replace(Pattern.compile("(?<![+\\-*/<>=])(?:-|\\*|/|>=|<=|>|<|!=|==)(?![+\\-*/<>=])"), "+"),
+ new Replace(Pattern.compile("\\{((?:[^{}]|\\{})+)(?:\\n[ \\t]*)?}"), "", "{}", 1),
+ new Replace(Pattern.compile("(?<=\\n|^)([ \\t]*)\\{\\n(.*?)\\n\\1}", Pattern.DOTALL), 2),
+ new Replace(Pattern.compile("\\(([^()]+)\\)"), 1),
+ new Replace(Pattern.compile("\\d+\\+"), ""),
+ new Replace(Pattern.compile("\\+\\d+"), ""),
+ new Replace(Pattern.compile("\\n\\n+"), "\n"),
+ new Replace(Pattern.compile("^\\n+|\\n+$"), ""),
+ new Replace(Pattern.compile("else *"), ""),
+ new Replace(Pattern.compile("\\bif\\([^()]+\\) *"), ""),
+ new Replace(Pattern.compile("\\bwhile\\([^()]+\\) *"), ""),
+ new Replace(Pattern.compile("\\bstruct \\w+ \\{[^{}]*}"), "")
+ };
+
+ /**
+ * Predicate to test if the reduced script generates the same error.
+ */
+ private final Predicate<String> tester;
+
+ /**
+ * Create a reducer with a test function.
+ * @param tester Test function which returns true when the same issue is found in the script.
+ */
+ private Reducer(Predicate<String> tester) {
+ this.tester = tester;
+ }
+
+ /**
+ * Rewrites the script with one rewrite rule.
+ */
+ private String doReplacement(String script, Pattern pattern, Replacer[] replacements) {
+ var matcher = pattern.matcher(script);
+ var sb = new StringBuilder();
+ var last = 0;
+ var skip = 0;
+ outer:
+ while (matcher.find(last + skip)) {
+ sb.append(script, last, matcher.start());
+ last = matcher.end();
+ skip = last == matcher.start() ? 1 : 0;
+ var pos = sb.length();
+ for (var replacement : replacements) {
+ replacement.accept(sb, matcher);
+ var tail = sb.length();
+ sb.append(script, last, script.length());
+ if (tester.test(sb.toString())) {
+ sb.setLength(tail);
+ continue outer;
+ }
+ sb.setLength(pos);
+ }
+ last = matcher.start();
+ skip = 1;
+ }
+ sb.append(script, last, script.length());
+ return sb.toString();
+ }
+
+ /**
+ * Clean up variable names from the random ones generated by the fuzzer.
+ */
+ private String cleanVariables(String script) {
+ var matcher = Pattern.compile("\\b([0-9a-zA-Z_]+) ([0-9a-zA-Z_]+)").matcher(script);
+ int[] num = {0, 0};
+ while (matcher.find()) {
+ var type = matcher.group(1);
+ var var = matcher.group(2);
+ if (type.equals("new")) continue;
+ String prefix = "v";
+ int t = 0;
+ if (type.equals("struct")) {
+ t = 1;
+ prefix = "s";
+ }
+ if (var.matches(prefix+"\\d+")) continue;
+ while (script.contains(prefix+num[t])) num[t]++;
+ var n = script.replaceAll("\\b"+var+"\\b", prefix + num[t]);
+ if (tester.test(n)) {
+ script = n;
+ }
+ }
+ return script;
+ }
+
+ /**
+ * Run all rewrite rules once.
+ */
+ private String doAllReplacements(String script) {
+ for (var replace: REPLACEMENTS) {
+ String old;
+ do {
+ old = script;
+ script = doReplacement(script, replace.pattern, replace.replacements);
+ } while (replace.iterate && !old.equals(script));
+ }
+ return script;
+ }
+
+ /**
+ * Reduce the script to a minimal version which produces the same problem with a test function.
+ * @param tester Test function which returns true when the same issue is found in the script.
+ */
+ public static String reduce(String script, Predicate<String> tester) {
+ var reducer = new Reducer(tester);
+ String old;
+ do {
+ old = script;
+ script = reducer.doAllReplacements(script);
+ script = reducer.cleanVariables(script);
+ } while (!script.equals(old));
+ return script;
+ }
+
+ /**
+ * Reduce the script to a minimal version which produces the same problem with a reproducer.
+ * @param ex The exception originally caused by the script
+ * @param reproducer Test function which throws an exception which will be checked against ex.
+ */
+ public static String reduce(String script, Throwable ex, Consumer<String> reproducer) {
+ return reduce(script, s->{
+ Throwable nex = null;
+ try {
+ reproducer.accept(s);
+ } catch (Throwable e) {
+ nex = e;
+ }
+ return FuzzerUtils.isExceptionFromSameCause(nex, ex);
+ });
+ }
+
+}
diff --git a/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/ScriptGenerator.java b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/ScriptGenerator.java
new file mode 100644
index 00000000..155063ab
--- /dev/null
+++ b/chapter10/src/test/java/com/seaofnodes/simple/fuzzer/ScriptGenerator.java
@@ -0,0 +1,792 @@
+package com.seaofnodes.simple.fuzzer;
+
+import com.seaofnodes.simple.Parser;
+import com.seaofnodes.simple.node.ScopeNode;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.Random;
+import java.util.function.Predicate;
+
+/**
+ * Generate a pseudo random script.
+ * This generator will generate the same script for two random number generators initialized with the same seed.
+ * To generate valid code it implements the parser but instead of parsing it emits the statements and expressions.
+ * It is guaranteed to terminate.
+ */
+public class ScriptGenerator {
+
+ private static final int MAX_STATEMENTS_PER_BLOCK = 5;
+ private static final int MAX_BINARY_EXPRESSIONS_PER_EXPRESSION = 10;
+ private static final int MAX_UNARY_EXPRESSIONS_PER_EXPRESSION = 6;
+ private static final int MAX_NAME_LENGTH = 10;
+ private static final int MAX_BLOCK_DEPTH = 4;
+ private static final int MAX_EXPRESSION_DEPTH = 10;
+
+ /**
+ * Number of spaces per indentation
+ */
+ private static final int INDENTATION = 4;
+ /**
+ * Valid characters for identifiers. The last 10 are not valid for the first character.
+ */
+ private static final String VAR_CHARS = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ_0123456789";
+ /**
+ * List of keywords not valid for identifiers.
+ */
+ private static final HashSet<String> KEYWORDS;
+
+ static {
+ try {
+ KEYWORDS = FuzzerUtils.getFieldValue(new Parser(""), "KEYWORDS");
+ } catch (Throwable e) {
+ throw new ExceptionInInitializerError(e);
+ }
+ }
+
+ /**
+ * Flag for a statement that it does not pass on control flow to the next statement.
+ */
+ private static final int FLAG_STOP = 0x01;
+ /**
+ * Flag for a statement that it contains a final if statement without an else branch.
+ */
+ private static final int FLAG_IF_WITHOUT_ELSE = 0x02;
+ /**
+ * Binary operators.
+ */
+ private static final String[] BINARY_OP = {"==", "!=", "<", "<=", ">", ">=", "+", "-", "*", "/"};
+ /**
+ * Unary operators.
+ */
+ private static final String[] UNARY_OP = {"-"};
+
+ private static class Type {
+ final String name;
+ Type(String name) {this.name=name;}
+ boolean isa(Type other) { return this == other; }
+ }
+
+ private static class TypeStruct extends Type {
+ record Field (String name, Type type) {}
+ final Field[] fields;
+ final TypeNullable nullable = new TypeNullable(this);
+ TypeStruct(String name, Field[] fields) {
+ super(name);
+ this.fields = fields;
+ }
+ boolean isa(Type other) { return this == other || other == nullable; }
+ }
+
+ private static class TypeNullable extends Type {
+
+ final Type base;
+
+ TypeNullable(Type base) {
+ super(base.name+"?");
+ this.base = base;
+ }
+
+ }
+
+ private static final Type TYPE_INT = new Type("int");
+
+
+ private static class Variable {
+ final String name;
+ final Type declared;
+ final Variable shadowing;
+ Type type;
+ boolean shadowed = false;
+
+ Variable(String name, Type type, Variable var) {
+ this.name = name;
+ this.declared = type;
+ this.type = type;
+ this.shadowing = var;
+ }
+ }
+
+ /**
+ * The random number generator used for random decisions.
+ */
+ private final Random random;
+ /**
+ * Indentation depth.
+ */
+ private int indentation = 0;
+ /**
+ * Output string builder
+ */
+ private final StringBuilder sb;
+ /**
+ * Number of nested loops
+ */
+ private int loopDepth = 0;
+ /**
+ * Current scope start in the variables list.
+ */
+ private int currScopeStart = 0;
+ /**
+ * The depth of blocks allowed.
+ */
+ private int depth = MAX_BLOCK_DEPTH;
+ /**
+ * The depth of expressions allowed.
+ */
+ private int exprDepth = MAX_EXPRESSION_DEPTH;
+ /**
+ * Current variables in scope.
+ */
+ private final ArrayList<Variable> variables = new ArrayList<>();
+ /**
+ * All defined structs.
+ */
+ private final ArrayList<TypeStruct> structs = new ArrayList<>();
+ /**
+ * Allow to declare structs.
+ */
+ private boolean allowStructs = true;
+ /**
+ * If this needs to generate valid scripts or is also allowed to generate invalid ones.
+ */
+ private boolean generateValid;
+ /**
+ * If this script might be invalid.
+ */
+ private boolean maybeInvalid = false;
+
+
+ /**
+ *
+ * @param random the random number generator.
+ * @param sb the script will be written to this string builder.
+ * @param generateValid if the script should be guaranteed valid or if it is allowed to contain bugs.
+ */
+ public ScriptGenerator(Random random, StringBuilder sb, boolean generateValid) {
+ this.random = random;
+ this.sb = sb;
+ this.generateValid = generateValid;
+ }
+
+ /**
+ * Random number with log distribution
+ * @param max The maximum value
+ * @return A random number in the range [0, max) with higher numbers being more uncommon.
+ */
+ private int randLog(int max) {
+ max--;
+ int n = 1<<max;
+ var num = random.nextInt(n);
+ for (int i=max-1; i>=0; i--) {
+ if ((num & (1<<i))!=0) return max-i-1;
+ }
+ return max;
+ }
+
+ /**
+ * Helper function to print indentation.
+ * @return sb for chaining
+ */
+ private StringBuilder printIndentation() {
+ return sb.repeat(' ', indentation);
+ }
+
+ /**
+ * Generate a random name for variables. This might be invalid when it is a keyword.
+ * @return The random name generated
+ */
+ private StringBuilder getRandomName() {
+ int len = random.nextInt(MAX_NAME_LENGTH) + 1;
+ StringBuilder sb = new StringBuilder(len);
+ sb.append(VAR_CHARS.charAt(random.nextInt(VAR_CHARS.length()-10)));
+ for (int i=1; i<len; i++)
+ sb.append(VAR_CHARS.charAt(random.nextInt(VAR_CHARS.length())));
+ return sb;
+ }
+
+ /**
+ * Should invalid code be generated?
+ * @return True if invalid code should be generated
+ */
+ private boolean generateInvalid() {
+ if (generateValid || random.nextInt(1000)>2) return false;
+ maybeInvalid = true;
+ return true;
+ }
+
+ /**
+ * Lookup a variable by name
+ * @param name name of the variable
+ * @return The index of the variable in variables or -1
+ */
+ private int lookup(String name) {
+ for (int i=variables.size()-1; i>=0; i--) {
+ if (variables.get(i).name.equals(name)) return i;
+ }
+ return -1;
+ }
+
+ /**
+ * Lookup a variable by name
+ * @param name name of the variable
+ * @return THe variable of null if not found
+ */
+ private Variable lookupVar(String name) {
+ int idx = lookup(name);
+ return idx == -1 ? null : variables.get(idx);
+ }
+
+ /**
+ * Add a variable to the current scope
+ * @param name The name of the variable
+ * @param type The declared type of the variable
+ */
+ private void addVariable(String name, Type type) {
+ var old = lookupVar(name);
+ variables.add(new Variable(name, type, old));
+ if (old != null) old.shadowed = true;
+ }
+
+ /**
+ * Pop variables to level to
+ * @param to Level until which variables should be popped
+ */
+ private void popVariables(int to) {
+ while (variables.size() > to) {
+ var v = variables.removeLast();
+ if (v.shadowing != null) v.shadowing.shadowed = false;
+ }
+ }
+
+ /**
+ * Get a random visible variable patching pred
+ * @param pred The predicate the variable needs to match
+ * @return A random visible variable matching pred or null if no variable mached pred.
+ */
+ private Variable findVisibleVariablesMatching(Predicate<Variable> pred) {
+ int num=0;
+ for (var v:variables) {
+ if (!v.shadowed && pred.test(v)) num++;
+ }
+ if (num == 0) return null;
+ num = random.nextInt(num);
+ for (var v:variables) {
+ if (!v.shadowed && pred.test(v) && num-- == 0) return v;
+ }
+ throw new AssertionError();
+ }
+
+ /**
+ * Get a structure by name
+ * @param name Name of the structure
+ * @return The structure of null
+ */
+ private TypeStruct getStruct(String name) {
+ for (var s:structs) {
+ if (s.name.equals(name)) return s;
+ }
+ return null;
+ }
+
+ /**
+ * Generate a variable name. This might be new random name or a name from an outer scope.
+ * If the program is allowed to be invalid this can return keywords and already used variable names in the current scope.
+ * @return The variable name.
+ */
+ private String getVarName() {
+ if (currScopeStart > 0 && random.nextInt(10) > 7) {
+ // Use a variable outside the current scope.
+ var v = variables.get(random.nextInt(currScopeStart));
+ if (lookup(v.name) < currScopeStart) return v.name;
+ if (!generateValid) {
+ maybeInvalid = true;
+ return v.name;
+ }
+ }
+ // Generate a new random variable name
+ StringBuilder sb = getRandomName();
+ var v = sb.toString();
+ if (!generateValid && (KEYWORDS.contains(v) || lookup(v) >= currScopeStart)) {
+ maybeInvalid = true;
+ return v;
+ }
+ while (KEYWORDS.contains(v) || lookup(v) >= currScopeStart) {
+ sb.append(VAR_CHARS.charAt(random.nextInt(VAR_CHARS.length())));
+ v = sb.toString();
+ }
+ return v;
+ }
+
+ /**
+ * Get a random structure name
+ * @return A random structure name
+ */
+ private String getStructName() {
+ if (!structs.isEmpty() && generateInvalid()) return structs.get(random.nextInt(structs.size())).name;
+ // Generate a new random struct name
+ StringBuilder sb = getRandomName();
+ var v = sb.toString();
+ if (!generateValid && (KEYWORDS.contains(v) || getStruct(v) != null)) {
+ maybeInvalid = true;
+ return v;
+ }
+ while (KEYWORDS.contains(v) || getStruct(v) != null) {
+ sb.append(VAR_CHARS.charAt(random.nextInt(VAR_CHARS.length())));
+ v = sb.toString();
+ }
+ return v;
+ }
+
+ /**
+ * Get a random type
+ * @return A random type
+ */
+ private Type getType() {
+ if (structs.isEmpty() || random.nextBoolean()) return TYPE_INT;
+ var idx = random.nextInt(structs.size());
+ TypeStruct struct = structs.get(idx);
+ if (random.nextBoolean()) return struct.nullable;
+ return struct;
+ }
+
+ /**
+ * Generates a program and writes it into the string builder supplied in the constructor.
+ * @return If the program is allowed to be invalid returns if something potentially invalid was generated.
+ */
+ public boolean genProgram() {
+ var oldGenerateValid = generateValid;
+ if (!generateValid && random.nextBoolean()) generateValid = true;
+ this.maybeInvalid = false;
+ addVariable(ScopeNode.ARG0, TYPE_INT);
+ currScopeStart = variables.size();
+ if ((genStatements() & FLAG_STOP) == 0) {
+ if (generateValid || random.nextInt(10)<7) {
+ genReturn();
+ } else {
+ this.maybeInvalid = true;
+ }
+ }
+ generateValid = oldGenerateValid;
+ return !this.maybeInvalid;
+ }
+
+ /**
+ * Generate a list of statements.
+ * @return flags FLAG_STOP and FLAG_IF_WITHOUT_ELSE for the last statement generated
+ */
+ public int genStatements() {
+ var num = random.nextInt(MAX_STATEMENTS_PER_BLOCK * (depth+1));
+ for (int i=0; i<num; i++) {
+ printIndentation();
+ var stop = genStatement();
+ sb.append("\n");
+ if ((stop & FLAG_STOP) != 0) return stop;
+ }
+ return 0;
+ }
+
+ /**
+ * Generate a single statement
+ * @return flags FLAG_STOP and FLAG_IF_WITHOUT_ELSE for the generated statement
+ */
+ public int genStatement() {
+ return switch (random.nextInt(12)) {
+ case 0 -> allowStructs || generateInvalid() ? genStruct() : genAssignment();
+ case 1 -> genBlock();
+ case 2 -> genIf();
+ case 3 -> genCountedLoop();
+ case 4 -> genWhile();
+ case 5, 6 -> genDecl();
+ case 7, 8, 9 -> genAssignment();
+ case 10 -> genNullCheck();
+ default -> genExit();
+ };
+ }
+
+ /**
+ * Generate a new structure
+ * @return 0
+ */
+ public int genStruct() {
+ var name = getStructName();
+ var fields = new TypeStruct.Field[generateInvalid() ? 0 : random.nextInt(10)];
+ sb.append("struct ").append(name).append(" {\n");
+ indentation += INDENTATION;
+ for (int i=0; i<fields.length; i++) {
+ var fieldName = getRandomName();
+ var type = generateInvalid() ? getType() : TYPE_INT;
+ printIndentation().append(type.name).append(" ").append(fieldName).append(";\n");
+ fields[i] = new TypeStruct.Field(fieldName.toString(), type);
+ }
+ indentation -= INDENTATION;
+ printIndentation().append("}");
+ structs.add(new TypeStruct(name, fields));
+ return 0;
+ }
+
+ /**
+ * Generate a statement for if, else and while blocks.
+ * This is special since it disallows declarations and prefers to generate blocks.
+ * @return flags FLAG_STOP and FLAG_IF_WITHOUT_ELSE for the generated statement
+ */
+ public int genStatementBlock() {
+ var oldAllowStructs = allowStructs;
+ allowStructs = false;
+ indentation += INDENTATION;
+ int res;
+ if (depth == 0) {
+ res = random.nextBoolean() ? genAssignment() : genExit();
+ } else {
+ depth--;
+ res = switch (random.nextInt(12)) {
+ case 1, 2, 3, 4, 5 -> {
+ depth++;
+ indentation -= INDENTATION;
+ var ret = genBlock();
+ indentation += INDENTATION;
+ depth--;
+ yield ret;
+ }
+ case 6 -> genIf();
+ case 7 -> genCountedLoop();
+ case 8 -> genWhile();
+ case 9 -> genAssignment();
+ case 10 -> genNullCheck();
+ default -> genExit();
+ };
+ depth++;
+ }
+ indentation -= INDENTATION;
+ allowStructs = oldAllowStructs;
+ return res;
+ }
+
+ /**
+ * Generate an exit. This can be return or break and continue when in a loop.
+ * @return FLAG_STOP
+ */
+ public int genExit() {
+ if (loopDepth == 0 && generateValid) return genReturn();
+ return switch (random.nextInt(7)) {
+ case 0,1,2 -> {
+ if (loopDepth == 0) maybeInvalid = true;
+ sb.append("continue;");
+ yield FLAG_STOP;
+ }
+ case 3,4,5 -> {
+ if (loopDepth == 0) maybeInvalid = true;
+ sb.append("break;");
+ yield FLAG_STOP;
+ }
+ default -> genReturn();
+ };
+ }
+
+ /**
+ * Generate a block statement. After a certain depth only empty blocks are generated to ensure termination of the generator.
+ * @return flag FLAG_STOP for the generated statement
+ */
+ public int genBlock() {
+ if (depth == 0) {
+ sb.append("{}");
+ return 0;
+ }
+ var oldAllowStructs = allowStructs;
+ var oldCSS = currScopeStart;
+ allowStructs = false;
+ currScopeStart = variables.size();
+ depth--;
+ sb.append("{\n");
+ indentation += INDENTATION;
+ var stop = genStatements();
+ indentation -= INDENTATION;
+ printIndentation().append("}");
+ popVariables(currScopeStart);
+ depth++;
+ currScopeStart = oldCSS;
+ allowStructs = oldAllowStructs;
+ return stop & ~FLAG_IF_WITHOUT_ELSE;
+ }
+
+ /**
+ * Generate an if statement with an optional else block.
+ * @return flags FLAG_STOP and FLAG_IF_WITHOUT_ELSE for the generated statement
+ */
+ public int genIf() {
+ sb.append("if(");
+ genExpression(TYPE_INT);
+ sb.append(") ");
+ var stop = genStatementBlock();
+ if ((stop & FLAG_IF_WITHOUT_ELSE) == 0 && random.nextInt(10) > 3) {
+ sb.append("\n");
+ printIndentation().append("else ");
+ stop &= genStatementBlock();
+ } else {
+ stop = FLAG_IF_WITHOUT_ELSE;
+ }
+ return stop;
+ }
+
+ /**
+ * Generate a block with a null check
+ * if (nullable) { handle_nullable_as_non_nullable; }
+ */
+ public int genNullCheck() {
+ var v = findVisibleVariablesMatching(va->va.declared instanceof TypeNullable);
+ if (v == null) return genIf();
+ var n = (TypeNullable)v.declared;
+ boolean negate = random.nextBoolean();
+ sb.append("if(");
+ if (negate) sb.append("!");
+ sb.append(v.name).append(")");
+ if (!negate) v.type = n.base;
+ var stop = genStatementBlock();
+ v.type = n;
+ if ((stop & FLAG_IF_WITHOUT_ELSE) == 0 && random.nextInt(10) > 3) {
+ sb.append("\n");
+ printIndentation().append("else ");
+ if (negate) v.type = n.base;
+ stop &= genStatementBlock();
+ v.type = n;
+ } else {
+ stop = FLAG_IF_WITHOUT_ELSE;
+ }
+ return stop;
+ }
+
+ /**
+ * Generate a while loop.
+ * @return 0
+ */
+ public int genWhile() {
+ sb.append("while(");
+ genExpression(TYPE_INT);
+ sb.append(") ");
+ loopDepth++;
+ genStatementBlock();
+ loopDepth--;
+ return 0;
+ }
+
+ /**
+ * Generate a counted loop of the form
+ * <code>
+ * {
+ * int varname = start_expr;
+ * while (varname < end_expr) loop_body;
+ * }
+ * </code>
+ * @return 0
+ */
+ public int genCountedLoop() {
+ if (depth == 0) return genWhile();
+ var oldCSS = currScopeStart;
+ currScopeStart = variables.size();
+ sb.append("{\n");
+ indentation += INDENTATION;
+ String name = getVarName();
+ printIndentation().append("int ").append(name).append("=");
+ genExpression(TYPE_INT);
+ sb.append(";\n");
+ addVariable(name, TYPE_INT);
+ printIndentation().append("while(").append(name).append("<");
+ genExpression(TYPE_INT);
+ sb.append(") {\n");
+ indentation += INDENTATION;
+ depth--;
+ loopDepth++;
+ printIndentation().append(name).append("=").append(name).append("+");
+ genExpression(TYPE_INT);
+ sb.append(";\n");
+ genStatements();
+ loopDepth--;
+ depth++;
+ indentation -= INDENTATION;
+ printIndentation().append("}\n");
+ indentation -= INDENTATION;
+ printIndentation().append("}");
+ popVariables(currScopeStart);
+ currScopeStart = oldCSS;
+ return 0;
+ }
+
+ /**
+ * Generate a declaration statement.
+ * @return 0
+ */
+ public int genDecl() {
+ var type = getType();
+ var name = getVarName();
+ sb.append(generateInvalid() ? getRandomName() : type.name).append(" ").append(name);
+ if (!(type instanceof TypeNullable) || random.nextBoolean()) {
+ sb.append("=");
+ genExpression(type);
+ }
+ sb.append(";");
+ addVariable(name, type);
+ return 0;
+ }
+
+ /**
+ * Generate an assignment statement.
+ * @return 0
+ */
+ public int genAssignment() {
+ Type type;
+ Type declared;
+ if (generateInvalid()) {
+ sb.append(getRandomName());
+ type = getType();
+ declared = type;
+ } else {
+ var v = findVisibleVariablesMatching(va->true);
+ if (v == null) return genDecl();
+ sb.append(v.name);
+ type = v.type;
+ declared = v.declared;
+ }
+ if (generateInvalid()) {
+ var name = getRandomName();
+ sb.append(".").append(name);
+ declared = getType();
+ } else if (type instanceof TypeStruct s && s.fields.length > 0 && random.nextBoolean()) {
+ var field = s.fields[random.nextInt(s.fields.length)];
+ sb.append(".").append(field.name);
+ declared = field.type;
+ }
+ sb.append("=");
+ genExpression(declared);
+ sb.append(";");
+ return 0;
+ }
+
+ /**
+ * Generate a return statement.
+ * @return FLAG_STOP
+ */
+ public int genReturn() {
+ var type = getType();
+ sb.append("return ");
+ genExpression(type);
+ sb.append(";");
+ return FLAG_STOP;
+ }
+
+ /**
+ * Generate a binary expression.
+ * This method does not care about operator precedence.
+ */
+ public void genExpression(Type type) {
+ if (generateInvalid()) type = getType();
+ if (type != TYPE_INT) {
+ genUnary(type);
+ return;
+ }
+ var num = randLog(MAX_BINARY_EXPRESSIONS_PER_EXPRESSION);
+ while(num-->0) {
+ genUnary(TYPE_INT);
+ sb.append(BINARY_OP[random.nextInt(BINARY_OP.length)]);
+ }
+ genUnary(TYPE_INT);
+ }
+
+ /**
+ * Generate a unary expression.
+ */
+ public void genUnary(Type type) {
+ if (generateInvalid()) type = getType();
+ if (type != TYPE_INT) {
+ genSuffix(type);
+ return;
+ }
+ var num = randLog(MAX_UNARY_EXPRESSIONS_PER_EXPRESSION);
+ while(num-->0) {
+ sb.append(UNARY_OP[random.nextInt(UNARY_OP.length)]);
+ }
+ genSuffix(TYPE_INT);
+ }
+
+ /**
+ * Generate
+ */
+ public void genSuffix(Type type) {
+ if (generateInvalid()) type = getType();
+ if (type == TYPE_INT && random.nextBoolean()) {
+ var t = getType();
+ if (generateInvalid()) {
+ var field = getRandomName();
+ genPrimary(t);
+ sb.append(".").append(field);
+ return;
+ } else if (t instanceof TypeStruct s && s.fields.length > 0) {
+ var field = s.fields[random.nextInt(s.fields.length)];
+ if (field.type == TYPE_INT) {
+ genPrimary(t);
+ sb.append(".").append(field.name);
+ return;
+ }
+ }
+ }
+ genPrimary(type);
+ }
+
+ /**
+ * Generate a primary expression.
+ */
+ public void genPrimary(Type type) {
+ if (generateInvalid()) type = getType();
+ var rand = random.nextInt(10);
+ if (rand == 0 && exprDepth != 0) {
+ sb.append("(");
+ exprDepth--;
+ genExpression(type);
+ exprDepth++;
+ sb.append(")");
+ } else if (rand < 6) {
+ genVariable(type);
+ } else {
+ genConst(type);
+ }
+ }
+
+ /**
+ * Generate a constant.
+ */
+ public void genConst(Type type) {
+ if (generateInvalid()) type = getType();
+ if (type == TYPE_INT) {
+ var rand = random.nextInt(10);
+ switch (rand) {
+ case 0 -> sb.append("true");
+ case 1 -> sb.append("false");
+ default -> sb.append(random.nextInt(1<<(rand-2)));
+ }
+ } else if (type instanceof TypeNullable n) {
+ if (random.nextBoolean()) {
+ sb.append("null");
+ } else {
+ sb.append("new ").append(generateInvalid() ? getRandomName() : n.base.name);
+ }
+ } else {
+ sb.append("new ").append(generateInvalid() ? getRandomName() : type.name);
+ }
+ }
+
+ /**
+ * Generate a variable. If there are none generate a number instead.
+ * If the program is allowed to be invalid a random name can be generated in some cases.
+ */
+ public void genVariable(Type type) {
+ if (generateInvalid()) {
+ sb.append(getRandomName());
+ return;
+ }
+ if (generateInvalid()) type = getType();
+ var t = type;
+ var v = findVisibleVariablesMatching(va->va.type.isa(t));
+ if (v == null) genConst(type);
+ else sb.append(v.name);
+ }
+
+}