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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Interactive Fortran Compiler\n",
"\n",
"## Calculator"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"1+3"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"15"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(2+3)*3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Global Variables"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"integer :: i"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"integer :: j"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"i = 5\n",
"j = 6"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"5"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"i"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"33"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(i+j)*3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Functions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can declare a function and use it in expressions:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"integer function fn(a, b)\n",
"integer, intent(in) :: a, b\n",
"fn = a + b\n",
"end function"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"5"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fn(2, 3)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"15"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fn(2, 3)*3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can redeclare a function and it will shadow the old `fn` function. Now `fn(2, 3)` returns a different value:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"-1"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"integer function fn(a, b)\n",
"integer, intent(in) :: a, b\n",
"fn = a - b\n",
"end function\n",
"\n",
"fn(2, 3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Control Flow, Printing"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can use loops, if statements or the `print` function."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"variable i = 1 \n",
"variable i = 2 \n",
"variable i = 4 \n"
]
}
],
"source": [
"integer :: i\n",
"do i = 1, 4\n",
" if (i == 3) cycle\n",
" print *, \"variable i =\", i\n",
"end do"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Plotting"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can do plotting using Matplotlib underneath:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
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"
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"integer :: i, tmp\n",
"do i = 1, 4\n",
" tmp = plot(1, i+1, 1)\n",
"end do\n",
"show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Magic Commands"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Compiler"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"integer :: i, j, n\n",
"n = 5\n",
"j = 0"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Show Abstract Syntax Tree (AST) after parsing (based on syntax only, no semantics):"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Parse AST:\n",
"DoLoop(head=do_loop_head(var='i', start=Num(n='1'), end=Name(id='n'), increment=None), body=[Assignment(target=Name(id='j'), value=BinOp(left=Name(id='j'), op=Add(), right=Name(id='i')))])"
]
}
],
"source": [
"%%showast\n",
"do i = 1, n\n",
" j = j + i\n",
"end do"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Show LLVM code:"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"LLVM IR (optimized):\n",
"; ModuleID = '<string>'\n",
"source_filename = \"<string>\"\n",
"target triple = \"unknown-unknown-unknown\"\n",
"\n",
"@i_0 = external local_unnamed_addr global i64\n",
"@j_0 = external local_unnamed_addr global i64\n",
"@n_0 = external local_unnamed_addr global i64\n",
"\n",
"; Function Attrs: norecurse nounwind\n",
"define i64 @_run16() local_unnamed_addr #0 {\n",
".entry:\n",
" store i64 0, i64* @i_0, align 4\n",
" %.73 = load i64, i64* @n_0, align 4\n",
" %.84 = icmp slt i64 %.73, 1\n",
" br i1 %.84, label %loop.end, label %loop.body.lr.ph\n",
"\n",
"loop.body.lr.ph: ; preds = %.entry\n",
" %j_0.promoted = load i64, i64* @j_0, align 4\n",
" br label %loop.body\n",
"\n",
"loop.body: ; preds = %loop.body.lr.ph, %loop.body\n",
" %.156 = phi i64 [ %j_0.promoted, %loop.body.lr.ph ], [ %.15, %loop.body ]\n",
" %.65 = phi i64 [ 1, %loop.body.lr.ph ], [ %.6, %loop.body ]\n",
" %.15 = add i64 %.156, %.65\n",
" %.6 = add i64 %.65, 1\n",
" %.8 = icmp sgt i64 %.6, %.73\n",
" br i1 %.8, label %loop.header.loop.end_crit_edge, label %loop.body\n",
"\n",
"loop.header.loop.end_crit_edge: ; preds = %loop.body\n",
" store i64 %.65, i64* @i_0, align 4\n",
" store i64 %.15, i64* @j_0, align 4\n",
" br label %loop.end\n",
"\n",
"loop.end: ; preds = %loop.header.loop.end_crit_edge, %.entry\n",
" ret i64 undef\n",
"}\n",
"\n",
"attributes #0 = { norecurse nounwind }\n"
]
}
],
"source": [
"%%showllvm\n",
"do i = 1, n\n",
" j = j + i\n",
"end do"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Show assembly code:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ASM:\n",
"\t.text\n",
"\t.file\t\"<string>\"\n",
"\t.globl\t_run17 # -- Begin function _run17\n",
"\t.p2align\t4, 0x90\n",
"\t.type\t_run17,@function\n",
"_run17: # @_run17\n",
"# %bb.0: # %.entry\n",
"\tmovabsq\t$i_0, %rax\n",
"\tmovq\t$0, (%rax)\n",
"\tmovabsq\t$n_0, %rcx\n",
"\tmovq\t(%rcx), %rcx\n",
"\ttestq\t%rcx, %rcx\n",
"\tjle\t.LBB0_4\n",
"# %bb.1: # %loop.body.lr.ph\n",
"\tmovabsq\t$j_0, %rdx\n",
"\tmovq\t(%rdx), %rsi\n",
"\tmovl\t$1, %edi\n",
"\t.p2align\t4, 0x90\n",
".LBB0_2: # %loop.body\n",
" # =>This Inner Loop Header: Depth=1\n",
"\taddq\t%rdi, %rsi\n",
"\tincq\t%rdi\n",
"\tcmpq\t%rcx, %rdi\n",
"\tjle\t.LBB0_2\n",
"# %bb.3: # %loop.header.loop.end_crit_edge\n",
"\tdecq\t%rdi\n",
"\tmovq\t%rdi, (%rax)\n",
"\tmovq\t%rsi, (%rdx)\n",
".LBB0_4: # %loop.end\n",
"\tretq\n",
".Lfunc_end0:\n",
"\t.size\t_run17, .Lfunc_end0-_run17\n",
" # -- End function\n",
"\n",
"\t.section\t\".note.GNU-stack\",\"\",@progbits\n"
]
}
],
"source": [
"%%showasm\n",
"do i = 1, n\n",
" j = j + i\n",
"end do"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Filesystem"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Load and show an image file:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving to output1.png.\n"
]
},
{
"data": {
"text/plain": [
"0"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"integer :: i, tmp\n",
"do i = 1, 4\n",
" tmp = plot(2, 1, i)\n",
"end do\n",
"savefig(1)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%showimage output1.png"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"List the current directory:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"total 84\n",
"-rw-r--r-- 1 certik certik 5774 Nov 16 14:21 Demo.ipynb\n",
"-rw-r--r-- 1 certik certik 27981 Nov 29 12:49 output1.png\n",
"-rw-r--r-- 1 certik certik 45214 Nov 29 12:49 show_output1.png\n"
]
}
],
"source": [
"%ls"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Fortran (lfortran 0.1)",
"language": "fortran",
"name": "fortran"
},
"language_info": {
"file_extension": ".f90",
"mimetype": "text/x-fortran",
"name": "fortran",
"version": "0.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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