MapReduce/mr/worker.go

222 lines
5.1 KiB
Go

package mr
import (
"encoding/json"
"fmt"
"hash/fnv"
"io"
"log"
"net/rpc"
"os"
"path/filepath"
"sort"
"strings"
"time"
)
// Map functions return a slice of KeyValue.
type KeyValue struct {
Key string
Value string
}
type ByKey []KeyValue
// for sorting by key.
func (a ByKey) Len() int { return len(a) }
func (a ByKey) Swap(i, j int) { a[i], a[j] = a[j], a[i] }
func (a ByKey) Less(i, j int) bool { return a[i].Key < a[j].Key }
// use ihash(key) % NReduce to choose the reduce
// task number for each KeyValue emitted by Map.
func ihash(key string) int {
h := fnv.New32a()
h.Write([]byte(key))
return int(h.Sum32() & 0x7fffffff)
}
// main/mrworker.go calls this function.
func Worker(mapf func(string, string) []KeyValue,
reducef func(string, []string) string) {
// Your worker implementation here.
// CallAssign()
for {
CallAssign(mapf, reducef)
time.Sleep(100 * time.Millisecond)
}
// uncomment to send the Example RPC to the coordinator.
// CallExample()
}
// example function to show how to make an RPC call to the coordinator.
//
// the RPC argument and reply types are defined in rpc.go.
func CallExample() {
// declare an argument structure.
args := ExampleArgs{}
// fill in the argument(s).
args.X = 99
// declare a reply structure.
reply := ExampleReply{}
// send the RPC request, wait for the reply.
// the "Coordinator.Example" tells the
// receiving server that we'd like to call
// the Example() method of struct Coordinator.
ok := call("Coordinator.Example", &args, &reply)
if ok {
// reply.Y should be 100.
fmt.Printf("reply.Y %v\n", reply.Y)
} else {
fmt.Printf("call failed!\n")
}
}
func CallAssign(mapf func(string, string) []KeyValue,
reducef func(string, []string) string) {
args := AssignArgs{}
reply := AssignReply{}
ok := call("Coordinator.Assign", &args, &reply)
if !ok {
fmt.Printf("call failed!\n")
}
if reply.TaskType == 0 {
// fmt.Printf("Map task: %v\n", reply.File)
mapTask(mapf, reply.File, reply.NReduce)
} else if reply.TaskType == 1 {
// fmt.Printf("Reduce task: %v\n", reply.NReduce)
ReduceTask(reducef, reply.NReduce)
} else if reply.TaskType == 2 {
return
}
}
func CallFinishMap(filename string) {
args := FinishMapArgs{filename}
reply := FinishMapReply{}
ok := call("Coordinator.FinishMap", &args, &reply)
if !ok {
fmt.Printf("call failed!\n")
}
}
func CallFinishReduce(index int) {
args := FinishReduceArgs{index}
reply := FinishReduceReply{}
ok := call("Coordinator.FinishReduce", &args, &reply)
if !ok {
fmt.Printf("call failed!\n")
}
}
func mapTask(mapf func(string, string) []KeyValue, path string, nReduce int) {
file, err := os.Open(path)
filename := filepath.Base(path)
filename = strings.TrimSuffix(filename, filepath.Ext(filename))
if err != nil {
log.Fatalf("cannot open %v", filename)
}
content, err := io.ReadAll(file)
if err != nil {
log.Fatalf("cannot read %v", filename)
}
file.Close()
kva := mapf(path, string(content))
// Create intermediate files
intermediate := make([]*os.File, nReduce)
for i := 0; i < nReduce; i++ {
oname := fmt.Sprintf("mr-%v-%v.json", i, filename)
ofile, err := os.Create(oname)
if err != nil {
log.Fatalf("cannot create %v", oname)
}
intermediate[i] = ofile
}
for _, kv := range kva {
i := ihash(kv.Key) % nReduce
encoder := json.NewEncoder(intermediate[i])
err := encoder.Encode(&kv)
if err != nil {
log.Print(err)
log.Fatalf("cannot encode %v", kv)
}
}
CallFinishMap(path)
}
func ReduceTask(reducef func(string, []string) string, nReduce int) {
target := fmt.Sprintf("mr-%v-*", nReduce)
filenames, err := filepath.Glob(target)
if err != nil {
log.Fatalf("cannot glob %v", target)
return
}
intermediate := []KeyValue{}
for _, filename := range filenames {
file, err := os.Open(filename)
if err != nil {
log.Fatalf("cannot open %v", filename)
}
decoder := json.NewDecoder(file)
for {
var kv KeyValue
if err := decoder.Decode(&kv); err != nil {
break
}
intermediate = append(intermediate, kv)
}
file.Close()
}
// shuffer
sort.Sort(ByKey(intermediate))
oname := fmt.Sprintf("mr-out-%v", nReduce)
ofile, _ := os.Create(oname)
i := 0
for i < len(intermediate) {
j := i + 1
for j < len(intermediate) && intermediate[j].Key == intermediate[i].Key {
j++
}
values := []string{}
for k := i; k < j; k++ {
values = append(values, intermediate[k].Value)
}
output := reducef(intermediate[i].Key, values)
// this is the correct format for each line of Reduce output.
fmt.Fprintf(ofile, "%v %v\n", intermediate[i].Key, output)
i = j
}
ofile.Close()
CallFinishReduce(nReduce)
}
// send an RPC request to the coordinator, wait for the response.
// usually returns true.
// returns false if something goes wrong.
func call(rpcname string, args interface{}, reply interface{}) bool {
// c, err := rpc.DialHTTP("tcp", "127.0.0.1"+":1234")
sockname := coordinatorSock()
c, err := rpc.DialHTTP("unix", sockname)
if err != nil {
// log.Fatal("dialing:", err)
os.Exit(0)
}
defer c.Close()
err = c.Call(rpcname, args, reply)
if err == nil {
return true
}
fmt.Println(err)
return false
}