package master import ( "os" "github.com/PaddlePaddle/Paddle/go/connection" "github.com/PaddlePaddle/recordio" log "github.com/sirupsen/logrus" ) // Client is the client of the master server. type Client struct { conn *connection.Conn ch chan record } type record struct { r []byte err error } // NewClient creates a new Client. // // bufSize is the record buffer size. NextRecord will read from this // buffer. func NewClient(addrCh <-chan string, bufSize int) *Client { c := &Client{} c.conn = connection.New() c.ch = make(chan record, bufSize) go c.monitorMaster(addrCh) go c.getRecords() return c } func (c *Client) getRecords() { for { t, err := c.getTask() if err != nil { // TODO(helin): wait before move on with next // getTask call. log.Errorln(err) continue } for _, chunk := range t.Chunks { f, err := os.Open(chunk.Path) if err != nil { log.Errorln(err) continue } s := recordio.NewRangeScanner(f, &chunk.Index, -1, -1) for s.Scan() { c.ch <- record{s.Record(), nil} } if s.Err() != nil { c.ch <- record{nil, s.Err()} log.Errorln(err, chunk.Path) } err = f.Close() if err != nil { log.Errorln(err) } } // We treat a task as finished whenever the last data // instance of the task is read. This is not exactly // correct, but a reasonable approximation. c.taskFinished(t.ID) } } func (c *Client) monitorMaster(addrCh <-chan string) { lastMaster := "" for curMaster := range addrCh { // connect to the new address once address changed. if curMaster != lastMaster { if curMaster == "" { err := c.conn.Close() if err != nil { log.Errorln(err) } } else { err := c.conn.Connect(curMaster) if err != nil { log.Errorln(err) // connect to addr failed, set // to last known addr in order // to retry next time. curMaster = lastMaster } } } lastMaster = curMaster } } // SetDataset set dataset for the master server to dispatch. // // SetDataset can be call multiple times from different nodes. But // only the first call will be honored. func (c *Client) SetDataset(globPaths []string) error { return c.conn.Call("Service.SetDataset", globPaths, nil) } // getTask gets a new task from the master server. func (c *Client) getTask() (Task, error) { var t Task err := c.conn.Call("Service.GetTask", 0, &t) return t, err } // TaskFinished tells the master server a task is finished. func (c *Client) taskFinished(taskID int) error { return c.conn.Call("Service.TaskFinished", taskID, nil) } // NextRecord returns next record in the dataset. // // NextRecord will block until the next record is available. It is // thread-safe. func (c *Client) NextRecord() ([]byte, error) { r := <-c.ch return r.r, r.err }