From 7f84ecbe3b64f7e6438dee212c4c9535d4f5f5d4 Mon Sep 17 00:00:00 2001 From: Siu Kwan Lam Date: Fri, 10 Aug 2012 17:58:54 -0700 Subject: [PATCH] Add notebook: llvm_cbuilder quick tour --- notebook/llvm_cbuilder_intro.ipynb | 586 +++++++++++++++++++++++++++++ notebook/llvm_cbuilder_intro.pdf | Bin 0 -> 130681 bytes 2 files changed, 586 insertions(+) create mode 100644 notebook/llvm_cbuilder_intro.ipynb create mode 100644 notebook/llvm_cbuilder_intro.pdf diff --git a/notebook/llvm_cbuilder_intro.ipynb b/notebook/llvm_cbuilder_intro.ipynb new file mode 100644 index 0000000..9234f3d --- /dev/null +++ b/notebook/llvm_cbuilder_intro.ipynb @@ -0,0 +1,586 @@ +{ + "metadata": { + "name": "llvm_cbuilder_intro" + }, + "nbformat": 2, + "worksheets": [ + { + "cells": [ + { + "cell_type": "markdown", + "source": [ + "llvm_cbuilder: A Quick Tour", + "---------------------------", + "", + "Writing code generation logic in pure llvmpy requires one to think like a compiler -- ", + "dealing with basic-blocks, branches, SSA, etc.", + "The resulting code looks like assembly code, with no apparent hint about the control-flow.", + "", + "llvm_cbuilder is originally designed to simplify the translation of C code into llvmpy.", + "It provides a simple API for mimicking C programming in Python.", + "With llvm_cbulder, one can write very low-level code, probably even lower-level than C.", + "At the same time, one can use if-else, loop, structures and a bit of OOP." + ] + }, + { + "cell_type": "markdown", + "source": [ + "A Simple Example", + "----------------", + "", + "Let's see some action.", + "We will define a function that calculates the square of a double-precision float." + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "from llvm.core import *", + "from llvm_cbuilder import *", + "import llvm_cbuilder.shortnames as C", + "", + "class Square(CDefinition):", + " # prototype: double square(double x)", + " _name_ = 'square' # function name", + " _retty_ = C.double", + " _argtys_ = [ ('x', C.double) ]", + " ", + " def body(self, x):", + " y = x * x # just write out the expression", + " self.ret(y)" + ], + "language": "python", + "outputs": [], + "prompt_number": 1 + }, + { + "cell_type": "markdown", + "source": [ + "Notice how numerical expressions can be written naturally." + ] + }, + { + "cell_type": "markdown", + "source": [ + "Let's see the emitted code:" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "m = Module.new('my_module')", + "llvm_square = Square()(m) # define square() in my_module", + "print(m)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "; ModuleID = 'my_module'", + "", + "define double @square(double %x) {", + "decl:", + " %x1 = alloca double", + " br label %body", + "", + "body: ; preds = %decl", + " store double %x, double* %x1", + " %0 = load double* %x1", + " %1 = load double* %x1", + " %2 = fmul double %0, %1", + " ret double %2", + "}", + "" + ] + } + ], + "prompt_number": 2 + }, + { + "cell_type": "markdown", + "source": [ + "Let's generate a ctype function object to call `square()` in the Python code:" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "exe = CExecutor(m)", + "square = exe.get_ctype_function(llvm_square, \"double, double\")", + "result = square(1.2)", + "print(result)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "1.44" + ] + } + ], + "prompt_number": 3 + }, + { + "cell_type": "markdown", + "source": [ + "Control Flow Constructs", + "-----------------------", + "", + "The main strength of llvm_cbuilder is the control-flow constructs. ", + "They use the python \"with\" statement to setup new code blocks to", + "contain different paths of the control flow.", + "", + "The following example demonstrates both the if-else and loop contructs:" + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "class IsPrime(CDefinition):", + " # prototype int isprime(int x)", + " _name_ = 'isprime'", + " _retty_ = C.int", + " _argtys_ = [ ('x', C.int) ]", + " ", + " def body(self, x):", + " two = self.constant(C.int, 2)", + " true = one = self.constant(C.int, 1)", + " false = zero = self.constant(C.int, 0)", + " ", + " with self.ifelse( x <= two ) as ifelse:", + " with ifelse.then():", + " self.ret(true)", + " ", + " with self.ifelse( (x % two) == zero ) as ifelse:", + " with ifelse.then():", + " self.ret(false)", + " ", + " idx = self.var(C.int, 3, name='idx')", + " with self.loop() as loop:", + " with loop.condition() as setcond:", + " setcond( idx < x )", + " ", + " with loop.body():", + " with self.ifelse( (x % idx) == zero ) as ifelse:", + " with ifelse.then():", + " self.ret(false)", + " idx += two", + " self.ret(true)" + ], + "language": "python", + "outputs": [], + "prompt_number": 4 + }, + { + "cell_type": "markdown", + "source": [ + "The code above is quite verbose.", + "It is like writing in Pascal or Ada. ", + "But, it is still easier than writing in llvmpy directly.", + "Take a look at the generated LLVM IR below." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "llvm_isprime = IsPrime()(m)", + "print(llvm_isprime)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "", + "define i32 @isprime(i32 %x) {", + "decl:", + " %x1 = alloca i32", + " %idx = alloca i32", + " br label %body", + "", + "body: ; preds = %decl", + " store i32 %x, i32* %x1", + " %0 = load i32* %x1", + " %1 = icmp sle i32 %0, 2", + " br i1 %1, label %if.then, label %if.else", + "", + "if.then: ; preds = %body", + " ret i32 1", + "", + "if.else: ; preds = %body", + " br label %if.end", + "", + "if.end: ; preds = %if.else", + " %2 = load i32* %x1", + " %3 = srem i32 %2, 2", + " %4 = icmp eq i32 %3, 0", + " br i1 %4, label %if.then2, label %if.else3", + "", + "if.then2: ; preds = %if.end", + " ret i32 0", + "", + "if.else3: ; preds = %if.end", + " br label %if.end4", + "", + "if.end4: ; preds = %if.else3", + " store i32 3, i32* %idx", + " br label %loop.cond", + "", + "loop.cond: ; preds = %if.end7, %if.end4", + " %5 = load i32* %idx", + " %6 = load i32* %x1", + " %7 = icmp slt i32 %5, %6", + " br i1 %7, label %loop.body, label %loop.end", + "", + "loop.body: ; preds = %loop.cond", + " %8 = load i32* %x1", + " %9 = load i32* %idx", + " %10 = srem i32 %8, %9", + " %11 = icmp eq i32 %10, 0", + " br i1 %11, label %if.then5, label %if.else6", + "", + "loop.end: ; preds = %loop.cond", + " ret i32 1", + "", + "if.then5: ; preds = %loop.body", + " ret i32 0", + "", + "if.else6: ; preds = %loop.body", + " br label %if.end7", + "", + "if.end7: ; preds = %if.else6", + " %12 = load i32* %idx", + " %13 = add i32 %12, 2", + " store i32 %13, i32* %idx", + " br label %loop.cond", + "}", + "" + ] + } + ], + "prompt_number": 5 + }, + { + "cell_type": "markdown", + "source": [ + "We'll setup a ctype function object to try it out:" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "isprime = exe.get_ctype_function(llvm_isprime, 'int, int')", + "prime_100 = filter(isprime, range(2, 100))", + "print(prime_100)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "[2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]" + ] + } + ], + "prompt_number": 6 + }, + { + "cell_type": "markdown", + "source": [ + "Structures", + "----------", + "", + "It is possible to create structures in llvm_cbuilder. ", + "Beware that structures in LLVM are unlike those in C.", + "LLVM type system allows structures to be literal or identified.", + "Literal structures are equivalent iff they have the same elements.", + "Identified structures are equivalent iff they have the same name.", + "In llvm_cbuilder, all structures are, by default, literal types.", + "", + "Here's an example:" + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "class Vector2D(CStruct):", + " _fields_ = [", + " ('x', C.float),", + " ('y', C.float),", + " ]" + ], + "language": "python", + "outputs": [], + "prompt_number": 7 + }, + { + "cell_type": "markdown", + "source": [ + "That's all you need for a structure. Very much like defining structures with ctypes.", + "", + "We can also bind methods to structures which inline code to the caller." + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "class Vector2D(CStruct):", + " _fields_ = [", + " ('x', C.float),", + " ('y', C.float),", + " ]", + " ", + " def add(self, other):", + " self.x += other.x", + " self.y += other.y" + ], + "language": "python", + "outputs": [], + "prompt_number": 8 + }, + { + "cell_type": "markdown", + "source": [ + "Setup a a test function:" + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "class TestVector(CDefinition):", + " _name_ = 'testvector'", + " _retty_ = C.float", + " _argtys_ = [('x', C.float), ", + " ('y', C.float)] ", + " ", + " def body(self, x, y):", + " va = self.var(Vector2D)", + " vb = self.var(Vector2D)", + " va.x.assign(self.constant(C.float, 10))", + " va.y.assign(self.constant(C.float, 20))", + " vb.x.assign(x)", + " vb.y.assign(y)", + " ", + " va.add(vb)", + " ", + " return self.ret(va.x * va.y)", + " " + ], + "language": "python", + "outputs": [], + "prompt_number": 9 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "llvm_testvec = TestVector()(m)", + "testvec = exe.get_ctype_function(llvm_testvec, \"float, float, float\")", + "print(testvec(-8, 5)) # should output 50" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "50.0" + ] + } + ], + "prompt_number": 10 + }, + { + "cell_type": "markdown", + "source": [ + "Generic Programming", + "-------------------", + "", + "llvm_cbuilder supports generic function (or template function for C++).", + "When a `CDefinition` defines the `specialize` class method,", + "its constructor will invoke `specialize`.", + "All parameters passed to the constructor are forwarded to `specialize`.", + "", + "The constructor of a generic CDefinition creates a new dynamic class with the original CDefinition subclass as the parent.", + "Thus, `specialize` can modify class attributes without affecting the parent." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "class GenericSquare(CDefinition):", + " @classmethod", + " def specialize(cls, data_type):", + " cls._name_ = '.'.join(['square', str(data_type)]) # set function name", + " cls._retty_ = data_type # set return type", + " cls._argtys_ = [ ('x', data_type) ] # set argument type", + " ", + " def body(self, x):", + " y = x * x # just write out the expression", + " self.ret(y)", + " ", + "llvm_square_int = GenericSquare(data_type=C.int)(m)", + "llvm_square_float = GenericSquare(data_type=C.float)(m)", + "", + "print(llvm_square_int)", + "print(llvm_square_float)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "", + "define i32 @square.i32(i32 %x) {", + "decl:", + " %x1 = alloca i32", + " br label %body", + "", + "body: ; preds = %decl", + " store i32 %x, i32* %x1", + " %0 = load i32* %x1", + " %1 = load i32* %x1", + " %2 = mul i32 %0, %1", + " ret i32 %2", + "}", + "", + "", + "define float @square.float(float %x) {", + "decl:", + " %x1 = alloca float", + " br label %body", + "", + "body: ; preds = %decl", + " store float %x, float* %x1", + " %0 = load float* %x1", + " %1 = load float* %x1", + " %2 = fmul float %0, %1", + " ret float %2", + "}", + "" + ] + } + ], + "prompt_number": 11 + }, + { + "cell_type": "markdown", + "source": [ + "External Functions", + "------------------", + "", + "`CExternal` is a convenient class to help accessing externally-defined functions.", + "", + "We define an external interface to `sqrtf()` in libm." + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "class LibM(CExternal):", + " sqrtf = Type.function(C.float, [C.float])" + ], + "language": "python", + "outputs": [], + "prompt_number": 12 + }, + { + "cell_type": "markdown", + "source": [ + "All class attributes that are `llvm.core.FunctionType` in `CExternal` ", + "are converted to a `CFunc` instance.", + "`CFunc` instances are callable.", + "`CFunc.__call__` generates code that perform the corresponding LLVM function call.", + "", + "The following example demonstrates the usage of `CExternal` and `CFunc`." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "class TestSqrtf(CDefinition):", + " _name_ = 'test_sqrtf'", + " _retty_ = C.float", + " _argtys_ = [('x', C.float)]", + " ", + " def body(self, x):", + " libm = LibM(self) # init the API", + " y = libm.sqrtf(x) # call sqrtf", + " self.ret(y)", + " ", + "llvm_sqrtf = TestSqrtf()(m)", + "sqrtf = exe.get_ctype_function(llvm_sqrtf, 'float, float')", + "print(sqrtf(144))" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "12.0" + ] + } + ], + "prompt_number": 13 + }, + { + "cell_type": "markdown", + "source": [ + "Casting", + "-------", + "", + "Unlike C, llvm_cbuilder does not automatically cast variables.", + "It is up to the user to explicit cast types.", + "All binary operations require both operands to be the same type.", + "All values in llvm_cbuilder has a `cast(destty)` method.", + "", + "For example:" + ] + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "class CastExample(CDefinition):", + " _name_ = 'cast_example'", + " _retty_ = C.float", + " _argtys_ = [('x', C.int)]", + " ", + " def body(self, x):", + " y = x.cast(C.float) # cast integer x to float", + " self.ret(y)" + ], + "language": "python", + "outputs": [], + "prompt_number": 14 + }, + { + "cell_type": "markdown", + "source": [ + "More... (TODO)" + ] + } + ] + } + ] +} \ No newline at end of file diff --git a/notebook/llvm_cbuilder_intro.pdf b/notebook/llvm_cbuilder_intro.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b647a1548d8c950965013b3fe4535650f814aa88 GIT binary patch literal 130681 zcmce-1yo&2v#3jg26qU$a0~A4?(QMD+rr&~yF&;r!QB=f+}+*Xf;*4wy?@#FoO{QA z-h1PY!R*!1D0WtGL-21L%eI z9rdkjO=0O3^i7Q&0E}<_O0axn_4d3+N z#uasS6jyfCcQpR}AkF|_;`qmy^cwO87RH8-zdJPEIynF6px0moFf;sBWdbn&(*$}k z+qWs+WW^W&%uIg@h`q@&|5bgHW%;Yh3}9yctI7gk{_W%+PS7g=Z4H%;9Rb?(Z|eY{ zS21>V1kg)bzqugv*IoFpyQJ=Kujyrtjm-6hY+V7`zb#^8WCE~rGU>w73%{B2=CA{R z`S*hS`wIQh@Yj-xnOiv;0|E46R&VZ$7#rFey)BiDv5l#t8GwV4iSum=fP*8@Sl=4f z^?RM}QWR~2y%)b8Bma6Cd5J5yKUfvn{emCZo^B-uL>&0gD^lJ->Onc2<;lkbh&{pF za#?3xHH>hhST7#2@`D|Y*XIq_=d?cQ+?$IndcEB#r9tVTtBa$xwx{bILcJF%f?e^` zT)4s9{I;g1S1u1p`pY$+m;0UTXg!~Yi;>Le?cZMw+NgPz#-8HDyzOufc9Q7>`$&?%otg6cQ0=%fBs=rdkfrQo$Z~|)*JD`@3z=F@;2By(Z8=%1a~Jdepipz$bj&X%${6! z&GM+V9w+z3&2_5^yO*F@2mNG)uZk8_2i^sgr3|7 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