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
|
/**
A parallel word-frequency counting program.
This is meant primarily to demonstrate Rust's MapReduce framework.
It takes a list of files on the command line and outputs a list of
words along with how many times each word is used.
*/
use std;
import option = option;
import option::some;
import option::none;
import str;
import std::treemap;
import vec;
import io;
import io::{reader_util, writer_util};
import std::time;
import u64;
import task;
import comm;
import comm::chan;
import comm::port;
import comm::recv;
import comm::send;
import comm::methods;
// These used to be in task, but they disappeard.
type joinable_task = port<()>;
fn spawn_joinable(+f: fn~()) -> joinable_task {
let p = port();
let c = chan(p);
do task::spawn() |move f| {
f();
c.send(());
}
p
}
fn join(t: joinable_task) {
t.recv()
}
fn map(&&filename: str, emit: map_reduce::putter<str, int>) {
let f = alt io::file_reader(filename) {
result::ok(f) { f }
result::err(e) { fail #fmt("%?", e) }
};
loop {
alt read_word(f) {
some(w) { emit(w, 1); }
none { break; }
}
}
}
fn reduce(&&word: str, get: map_reduce::getter<int>) {
let mut count = 0;
loop { alt get() { some(_) { count += 1; } none { break; } } }
io::println(#fmt("%s\t%?", word, count));
}
mod map_reduce {
export putter;
export getter;
export mapper;
export reducer;
export map_reduce;
type putter<K: send, V: send> = fn(K, V);
type mapper<K1: send, K2: send, V: send> = fn~(K1, putter<K2, V>);
type getter<V: send> = fn() -> option<V>;
type reducer<K: copy send, V: copy send> = fn~(K, getter<V>);
enum ctrl_proto<K: copy send, V: copy send> {
find_reducer(K, chan<chan<reduce_proto<V>>>),
mapper_done
}
enum reduce_proto<V: copy send> { emit_val(V), done, ref, release }
fn start_mappers<K1: copy send, K2: copy send, V: copy send>(
map: mapper<K1, K2, V>,
ctrl: chan<ctrl_proto<K2, V>>, inputs: ~[K1])
-> ~[joinable_task]
{
let mut tasks = ~[];
for inputs.each |i| {
tasks += ~[spawn_joinable(|| map_task(map, ctrl, i) )];
}
ret tasks;
}
fn map_task<K1: copy send, K2: copy send, V: copy send>(
map: mapper<K1, K2, V>,
ctrl: chan<ctrl_proto<K2, V>>,
input: K1)
{
// log(error, "map_task " + input);
let intermediates = treemap::treemap();
fn emit<K2: copy send, V: copy send>(
im: treemap::treemap<K2, chan<reduce_proto<V>>>,
ctrl: chan<ctrl_proto<K2, V>>, key: K2, val: V)
{
let c;
alt treemap::find(im, key) {
some(_c) { c = _c; }
none {
let p = port();
send(ctrl, find_reducer(key, chan(p)));
c = recv(p);
treemap::insert(im, key, c);
send(c, ref);
}
}
send(c, emit_val(val));
}
map(input, {|a,b|emit(intermediates, ctrl, a, b)});
fn finish<K: copy send, V: copy send>(_k: K, v: chan<reduce_proto<V>>)
{
send(v, release);
}
treemap::traverse(intermediates, finish);
send(ctrl, mapper_done);
}
fn reduce_task<K: copy send, V: copy send>(
reduce: reducer<K, V>,
key: K,
out: chan<chan<reduce_proto<V>>>)
{
let p = port();
send(out, chan(p));
let mut ref_count = 0;
let mut is_done = false;
fn get<V: copy send>(p: port<reduce_proto<V>>,
&ref_count: int, &is_done: bool)
-> option<V> {
while !is_done || ref_count > 0 {
alt recv(p) {
emit_val(v) {
// #error("received %d", v);
ret some(v);
}
done {
// #error("all done");
is_done = true;
}
ref { ref_count += 1; }
release { ref_count -= 1; }
}
}
ret none;
}
reduce(key, || get(p, ref_count, is_done) );
}
fn map_reduce<K1: copy send, K2: copy send, V: copy send>(
map: mapper<K1, K2, V>,
reduce: reducer<K2, V>,
inputs: ~[K1])
{
let ctrl = port();
// This task becomes the master control task. It task::_spawns
// to do the rest.
let reducers = treemap::treemap();
let mut tasks = start_mappers(map, chan(ctrl), inputs);
let mut num_mappers = vec::len(inputs) as int;
while num_mappers > 0 {
alt recv(ctrl) {
mapper_done {
// #error("received mapper terminated.");
num_mappers -= 1;
}
find_reducer(k, cc) {
let c;
// log(error, "finding reducer for " + k);
alt treemap::find(reducers, k) {
some(_c) {
// log(error,
// "reusing existing reducer for " + k);
c = _c;
}
none {
// log(error, "creating new reducer for " + k);
let p = port();
let ch = chan(p);
let r = reduce, kk = k;
tasks += ~[
spawn_joinable(|| reduce_task(r, kk, ch) )
];
c = recv(p);
treemap::insert(reducers, k, c);
}
}
send(cc, c);
}
}
}
fn finish<K: copy send, V: copy send>(_k: K, v: chan<reduce_proto<V>>)
{
send(v, done);
}
treemap::traverse(reducers, finish);
for tasks.each |t| { join(t); }
}
}
fn main(argv: ~[str]) {
if vec::len(argv) < 2u {
let out = io::stdout();
out.write_line(#fmt["Usage: %s <filename> ...", argv[0]]);
// FIXME (#2815): run something just to make sure the code hasn't
// broken yet. This is the unit test mode of this program.
ret;
}
let start = time::precise_time_ns();
map_reduce::map_reduce(map, reduce, vec::slice(argv, 1u, argv.len()));
let stop = time::precise_time_ns();
let elapsed = (stop - start) / 1000000u64;
log(error, "MapReduce completed in "
+ u64::str(elapsed) + "ms");
}
fn read_word(r: io::reader) -> option<str> {
let mut w = "";
while !r.eof() {
let c = r.read_char();
if is_word_char(c) {
w += str::from_char(c);
} else { if w != "" { ret some(w); } }
}
ret none;
}
fn is_word_char(c: char) -> bool {
char::is_alphabetic(c) || char::is_digit(c) || c == '_' }
|