File: cartesian.jl

package info (click to toggle)
julia 1.0.3%2Bdfsg-4
  • links: PTS, VCS
  • area: main
  • in suites: buster
  • size: 49,452 kB
  • sloc: lisp: 236,453; ansic: 55,579; cpp: 25,603; makefile: 1,685; pascal: 1,130; sh: 956; asm: 86; xml: 76
file content (404 lines) | stat: -rw-r--r-- 11,505 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
# This file is a part of Julia. License is MIT: https://julialang.org/license

module Cartesian

export @nloops, @nref, @ncall, @nexprs, @nextract, @nall, @nany, @ntuple, @nif

### Cartesian-specific macros

"""
    @nloops N itersym rangeexpr bodyexpr
    @nloops N itersym rangeexpr preexpr bodyexpr
    @nloops N itersym rangeexpr preexpr postexpr bodyexpr

Generate `N` nested loops, using `itersym` as the prefix for the iteration variables.
`rangeexpr` may be an anonymous-function expression, or a simple symbol `var` in which case
the range is `axes(var, d)` for dimension `d`.

Optionally, you can provide "pre" and "post" expressions. These get executed first and last,
respectively, in the body of each loop. For example:

    @nloops 2 i A d -> j_d = min(i_d, 5) begin
        s += @nref 2 A j
    end

would generate:

    for i_2 = axes(A, 2)
        j_2 = min(i_2, 5)
        for i_1 = axes(A, 1)
            j_1 = min(i_1, 5)
            s += A[j_1, j_2]
        end
    end

If you want just a post-expression, supply [`nothing`](@ref) for the pre-expression. Using
parentheses and semicolons, you can supply multi-statement expressions.
"""
macro nloops(N, itersym, rangeexpr, args...)
    _nloops(N, itersym, rangeexpr, args...)
end

function _nloops(N::Int, itersym::Symbol, arraysym::Symbol, args::Expr...)
    @gensym d
    _nloops(N, itersym, :($d->Base.axes($arraysym, $d)), args...)
end

function _nloops(N::Int, itersym::Symbol, rangeexpr::Expr, args::Expr...)
    if rangeexpr.head != :->
        throw(ArgumentError("second argument must be an anonymous function expression to compute the range"))
    end
    if !(1 <= length(args) <= 3)
        throw(ArgumentError("number of arguments must be 1 ≤ length(args) ≤ 3, got $nargs"))
    end
    body = args[end]
    ex = Expr(:escape, body)
    for dim = 1:N
        itervar = inlineanonymous(itersym, dim)
        rng = inlineanonymous(rangeexpr, dim)
        preexpr = length(args) > 1 ? inlineanonymous(args[1], dim) : (:(nothing))
        postexpr = length(args) > 2 ? inlineanonymous(args[2], dim) : (:(nothing))
        ex = quote
            for $(esc(itervar)) = $(esc(rng))
                $(esc(preexpr))
                $ex
                $(esc(postexpr))
            end
        end
    end
    ex
end

"""
    @nref N A indexexpr

Generate expressions like `A[i_1, i_2, ...]`. `indexexpr` can either be an iteration-symbol
prefix, or an anonymous-function expression.

# Examples
```jldoctest
julia> @macroexpand Base.Cartesian.@nref 3 A i
:(A[i_1, i_2, i_3])
```
"""
macro nref(N::Int, A::Symbol, ex)
    vars = Any[ inlineanonymous(ex,i) for i = 1:N ]
    Expr(:escape, Expr(:ref, A, vars...))
end

"""
    @ncall N f sym...

Generate a function call expression. `sym` represents any number of function arguments, the
last of which may be an anonymous-function expression and is expanded into `N` arguments.

For example, `@ncall 3 func a` generates

    func(a_1, a_2, a_3)

while `@ncall 2 func a b i->c[i]` yields

    func(a, b, c[1], c[2])

"""
macro ncall(N::Int, f, args...)
    pre = args[1:end-1]
    ex = args[end]
    vars = Any[ inlineanonymous(ex,i) for i = 1:N ]
    Expr(:escape, Expr(:call, f, pre..., vars...))
end

"""
    @nexprs N expr

Generate `N` expressions. `expr` should be an anonymous-function expression.

# Examples
```jldoctest
julia> @macroexpand Base.Cartesian.@nexprs 4 i -> y[i] = A[i+j]
quote
    y[1] = A[1 + j]
    y[2] = A[2 + j]
    y[3] = A[3 + j]
    y[4] = A[4 + j]
end
```
"""
macro nexprs(N::Int, ex::Expr)
    exs = Any[ inlineanonymous(ex,i) for i = 1:N ]
    Expr(:escape, Expr(:block, exs...))
end

"""
    @nextract N esym isym

Generate `N` variables `esym_1`, `esym_2`, ..., `esym_N` to extract values from `isym`.
`isym` can be either a `Symbol` or anonymous-function expression.

`@nextract 2 x y` would generate

    x_1 = y[1]
    x_2 = y[2]

while `@nextract 3 x d->y[2d-1]` yields

    x_1 = y[1]
    x_2 = y[3]
    x_3 = y[5]

"""
macro nextract(N::Int, esym::Symbol, isym::Symbol)
    aexprs = Any[ Expr(:escape, Expr(:(=), inlineanonymous(esym, i), :(($isym)[$i]))) for i = 1:N ]
    Expr(:block, aexprs...)
end

macro nextract(N::Int, esym::Symbol, ex::Expr)
    aexprs = Any[ Expr(:escape, Expr(:(=), inlineanonymous(esym, i), inlineanonymous(ex,i))) for i = 1:N ]
    Expr(:block, aexprs...)
end

"""
    @nall N expr

Check whether all of the expressions generated by the anonymous-function expression `expr`
evaluate to `true`.

`@nall 3 d->(i_d > 1)` would generate the expression `(i_1 > 1 && i_2 > 1 && i_3 > 1)`. This
can be convenient for bounds-checking.
"""
macro nall(N::Int, criterion::Expr)
    if criterion.head != :->
        throw(ArgumentError("second argument must be an anonymous function expression yielding the criterion"))
    end
    conds = Any[ Expr(:escape, inlineanonymous(criterion, i)) for i = 1:N ]
    Expr(:&&, conds...)
end

"""
    @nany N expr

Check whether any of the expressions generated by the anonymous-function expression `expr`
evaluate to `true`.

`@nany 3 d->(i_d > 1)` would generate the expression `(i_1 > 1 || i_2 > 1 || i_3 > 1)`.
"""
macro nany(N::Int, criterion::Expr)
    if criterion.head != :->
        error("Second argument must be an anonymous function expression yielding the criterion")
    end
    conds = Any[ Expr(:escape, inlineanonymous(criterion, i)) for i = 1:N ]
    Expr(:||, conds...)
end

"""
    @ntuple N expr

Generates an `N`-tuple. `@ntuple 2 i` would generate `(i_1, i_2)`, and `@ntuple 2 k->k+1`
would generate `(2,3)`.
"""
macro ntuple(N::Int, ex)
    vars = Any[ inlineanonymous(ex,i) for i = 1:N ]
    Expr(:escape, Expr(:tuple, vars...))
end

"""
    @nif N conditionexpr expr
    @nif N conditionexpr expr elseexpr

Generates a sequence of `if ... elseif ... else ... end` statements. For example:

    @nif 3 d->(i_d >= size(A,d)) d->(error("Dimension ", d, " too big")) d->println("All OK")

would generate:

    if i_1 > size(A, 1)
        error("Dimension ", 1, " too big")
    elseif i_2 > size(A, 2)
        error("Dimension ", 2, " too big")
    else
        println("All OK")
    end
"""
macro nif(N, condition, operation...)
    # Handle the final "else"
    ex = esc(inlineanonymous(length(operation) > 1 ? operation[2] : operation[1], N))
    # Make the nested if statements
    for i = N-1:-1:1
        ex = Expr(:if, esc(inlineanonymous(condition,i)), esc(inlineanonymous(operation[1],i)), ex)
    end
    ex
end

## Utilities

# Simplify expressions like :(d->3:size(A,d)-3) given an explicit value for d
function inlineanonymous(ex::Expr, val)
    if ex.head != :->
        throw(ArgumentError("not an anonymous function"))
    end
    if !isa(ex.args[1], Symbol)
        throw(ArgumentError("not a single-argument anonymous function"))
    end
    sym = ex.args[1]
    ex = ex.args[2]
    exout = lreplace(ex, sym, val)
    exout = poplinenum(exout)
    exprresolve(exout)
end

# Given :i and 3, this generates :i_3
inlineanonymous(base::Symbol, ext) = Symbol(base,'_',ext)

# Replace a symbol by a value or a "coded" symbol
# E.g., for d = 3,
#    lreplace(:d, :d, 3) -> 3
#    lreplace(:i_d, :d, 3) -> :i_3
#    lreplace(:i_{d-1}, :d, 3) -> :i_2
# This follows LaTeX notation.
struct LReplace{S<:AbstractString}
    pat_sym::Symbol
    pat_str::S
    val::Int
end
LReplace(sym::Symbol, val::Integer) = LReplace(sym, string(sym), val)

lreplace(ex, sym::Symbol, val) = lreplace!(copy(ex), LReplace(sym, val))

function lreplace!(sym::Symbol, r::LReplace)
    sym == r.pat_sym && return r.val
    Symbol(lreplace!(string(sym), r))
end

function lreplace!(str::AbstractString, r::LReplace)
    i = firstindex(str)
    pat = r.pat_str
    j = firstindex(pat)
    matching = false
    local istart::Int
    while i <= ncodeunits(str)
        cstr = str[i]
        i = nextind(str, i)
        if !matching
            if cstr != '_' || i > ncodeunits(str)
                continue
            end
            istart = i
            cstr = str[i]
            i = nextind(str, i)
        end
        if j <= lastindex(pat)
            cr = pat[j]
            j = nextind(pat, j)
            if cstr == cr
                matching = true
            else
                matching = false
                j = firstindex(pat)
                i = istart
                continue
            end
        end
        if matching && j > lastindex(pat)
            if i > lastindex(str) || str[i] == '_'
                # We have a match
                return string(str[1:prevind(str, istart)], r.val, lreplace!(str[i:end], r))
            end
            matching = false
            j = firstindex(pat)
            i = istart
        end
    end
    str
end

function lreplace!(ex::Expr, r::LReplace)
    # Curly-brace notation, which acts like parentheses
    if ex.head == :curly && length(ex.args) == 2 && isa(ex.args[1], Symbol) && endswith(string(ex.args[1]), "_")
        excurly = exprresolve(lreplace!(ex.args[2], r))
        if isa(excurly, Number)
            return Symbol(ex.args[1],excurly)
        else
            ex.args[2] = excurly
            return ex
        end
    end
    for i in 1:length(ex.args)
        ex.args[i] = lreplace!(ex.args[i], r)
    end
    ex
end

lreplace!(arg, r::LReplace) = arg


poplinenum(arg) = arg
function poplinenum(ex::Expr)
    if ex.head == :block
        if length(ex.args) == 1
            return ex.args[1]
        elseif length(ex.args) == 2 && isa(ex.args[1], LineNumberNode)
            return ex.args[2]
        elseif (length(ex.args) == 2 && isa(ex.args[1], Expr) && ex.args[1].head == :line)
            return ex.args[2]
        end
    end
    ex
end

## Resolve expressions at parsing time ##

const exprresolve_arith_dict = Dict{Symbol,Function}(:+ => +,
    :- => -, :* => *, :/ => /, :^ => ^, :div => div)
const exprresolve_cond_dict = Dict{Symbol,Function}(:(==) => ==,
    :(<) => <, :(>) => >, :(<=) => <=, :(>=) => >=)

function exprresolve_arith(ex::Expr)
    if ex.head == :call && haskey(exprresolve_arith_dict, ex.args[1]) && all([isa(ex.args[i], Number) for i = 2:length(ex.args)])
        return true, exprresolve_arith_dict[ex.args[1]](ex.args[2:end]...)
    end
    false, 0
end
exprresolve_arith(arg) = false, 0

exprresolve_conditional(b::Bool) = true, b
function exprresolve_conditional(ex::Expr)
    if ex.head == :call && ex.args[1] ∈ keys(exprresolve_cond_dict) && isa(ex.args[2], Number) && isa(ex.args[3], Number)
        return true, exprresolve_cond_dict[ex.args[1]](ex.args[2], ex.args[3])
    end
    false, false
end
exprresolve_conditional(arg) = false, false

exprresolve(arg) = arg
function exprresolve(ex::Expr)
    for i = 1:length(ex.args)
        ex.args[i] = exprresolve(ex.args[i])
    end
    # Handle simple arithmetic
    can_eval, result = exprresolve_arith(ex)
    if can_eval
        return result
    elseif ex.head == :call && (ex.args[1] == :+ || ex.args[1] == :-) && length(ex.args) == 3 && ex.args[3] == 0
        # simplify x+0 and x-0
        return ex.args[2]
    end
    # Resolve array references
    if ex.head == :ref && isa(ex.args[1], Array)
        for i = 2:length(ex.args)
            if !isa(ex.args[i], Real)
                return ex
            end
        end
        return ex.args[1][ex.args[2:end]...]
    end
    # Resolve conditionals
    if ex.head == :if
        can_eval, tf = exprresolve_conditional(ex.args[1])
        if can_eval
            ex = tf ? ex.args[2] : ex.args[3]
        end
    end
    ex
end

end