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kernel.go
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package main
import (
"encoding/json"
"errors"
"fmt"
"go/ast"
"io"
"io/ioutil"
"log"
"os"
"runtime"
"sync"
"time"
"github.com/cosmos72/gomacro/ast2"
"github.com/cosmos72/gomacro/base"
"github.com/cosmos72/gomacro/classic"
zmq "github.com/pebbe/zmq4"
)
// ExecCounter is incremented each time we run user code in the notebook.
var ExecCounter int
// ConnectionInfo stores the contents of the kernel connection
// file created by Jupyter.
type ConnectionInfo struct {
SignatureScheme string `json:"signature_scheme"`
Transport string `json:"transport"`
StdinPort int `json:"stdin_port"`
ControlPort int `json:"control_port"`
IOPubPort int `json:"iopub_port"`
HBPort int `json:"hb_port"`
ShellPort int `json:"shell_port"`
Key string `json:"key"`
IP string `json:"ip"`
}
// SocketGroup holds the sockets needed to communicate with the kernel,
// and the key for message signing.
type SocketGroup struct {
ShellSocket *zmq.Socket
ControlSocket *zmq.Socket
StdinSocket *zmq.Socket
IOPubSocket *zmq.Socket
HBSocket *zmq.Socket
Key []byte
}
// KernelLanguageInfo holds information about the language that this kernel executes code in.
type kernelLanguageInfo struct {
Name string `json:"name"`
Version string `json:"version"`
MIMEType string `json:"mimetype"`
FileExtension string `json:"file_extension"`
PygmentsLexer string `json:"pygments_lexer"`
CodeMirrorMode string `json:"codemirror_mode"`
NBConvertExporter string `json:"nbconvert_exporter"`
}
// HelpLink stores data to be displayed in the help menu of the notebook.
type helpLink struct {
Text string `json:"text"`
URL string `json:"url"`
}
// KernelInfo holds information about the igo kernel, for kernel_info_reply messages.
type kernelInfo struct {
ProtocolVersion string `json:"protocol_version"`
Implementation string `json:"implementation"`
ImplementationVersion string `json:"implementation_version"`
LanguageInfo kernelLanguageInfo `json:"language_info"`
Banner string `json:"banner"`
HelpLinks []helpLink `json:"help_links"`
}
// shutdownReply encodes a boolean indication of shutdown/restart.
type shutdownReply struct {
Restart bool `json:"restart"`
}
const (
kernelStarting = "starting"
kernelBusy = "busy"
kernelIdle = "idle"
)
// runKernel is the main entry point to start the kernel.
func runKernel(connectionFile string) {
// Set up the "Session" with the replpkg.
ir := classic.New()
// Throw out the error/warning messages that gomacro outputs writes to these streams.
ir.Stdout = ioutil.Discard
ir.Stderr = ioutil.Discard
// Parse the connection info.
var connInfo ConnectionInfo
connData, err := ioutil.ReadFile(connectionFile)
if err != nil {
log.Fatal(err)
}
if err = json.Unmarshal(connData, &connInfo); err != nil {
log.Fatal(err)
}
// Set up the ZMQ sockets through which the kernel will communicate.
sockets, err := prepareSockets(connInfo)
if err != nil {
log.Fatal(err)
}
// TODO connect all channel handlers to a WaitGroup to ensure shutdown before returning from runKernel.
// Start up the heartbeat handler.
startHeartbeat(sockets.HBSocket, &sync.WaitGroup{})
// TODO gracefully shutdown the heartbeat handler on kernel shutdown by closing the chan returned by startHeartbeat.
poller := zmq.NewPoller()
poller.Add(sockets.ShellSocket, zmq.POLLIN)
poller.Add(sockets.StdinSocket, zmq.POLLIN)
poller.Add(sockets.ControlSocket, zmq.POLLIN)
// msgParts will store a received multipart message.
var msgParts [][]byte
// Start a message receiving loop.
for {
polled, err := poller.Poll(-1)
if err != nil {
log.Fatal(err)
}
for _, item := range polled {
// Handle various types of messages.
switch socket := item.Socket; socket {
// Handle shell messages.
case sockets.ShellSocket:
msgParts, err = sockets.ShellSocket.RecvMessageBytes(0)
if err != nil {
log.Println(err)
}
msg, ids, err := WireMsgToComposedMsg(msgParts, sockets.Key)
if err != nil {
log.Println(err)
return
}
handleShellMsg(ir, msgReceipt{msg, ids, sockets})
// TODO Handle stdin socket.
case sockets.StdinSocket:
sockets.StdinSocket.RecvMessageBytes(0)
// Handle control messages.
case sockets.ControlSocket:
msgParts, err = sockets.ControlSocket.RecvMessageBytes(0)
if err != nil {
log.Println(err)
return
}
msg, ids, err := WireMsgToComposedMsg(msgParts, sockets.Key)
if err != nil {
log.Println(err)
return
}
handleShellMsg(ir, msgReceipt{msg, ids, sockets})
}
}
}
}
// prepareSockets sets up the ZMQ sockets through which the kernel
// will communicate.
func prepareSockets(connInfo ConnectionInfo) (SocketGroup, error) {
// Initialize the context.
context, err := zmq.NewContext()
if err != nil {
return SocketGroup{}, err
}
// Initialize the socket group.
var sg SocketGroup
// Create the shell socket, a request-reply socket that may receive messages from multiple frontend for
// code execution, introspection, auto-completion, etc.
sg.ShellSocket, err = context.NewSocket(zmq.ROUTER)
if err != nil {
return sg, err
}
// Create the control socket. This socket is a duplicate of the shell socket where messages on this channel
// should jump ahead of queued messages on the shell socket.
sg.ControlSocket, err = context.NewSocket(zmq.ROUTER)
if err != nil {
return sg, err
}
// Create the stdin socket, a request-reply socket used to request user input from a front-end. This is analogous
// to a standard input stream.
sg.StdinSocket, err = context.NewSocket(zmq.ROUTER)
if err != nil {
return sg, err
}
// Create the iopub socket, a publisher for broadcasting data like stdout/stderr output, displaying execution
// results or errors, kernel status, etc. to connected subscribers.
sg.IOPubSocket, err = context.NewSocket(zmq.PUB)
if err != nil {
return sg, err
}
// Create the heartbeat socket, a request-reply socket that only allows alternating recv-send (request-reply)
// calls. It should echo the byte strings it receives to let the requester know the kernel is still alive.
sg.HBSocket, err = context.NewSocket(zmq.REP)
if err != nil {
return sg, err
}
// Bind the sockets.
address := fmt.Sprintf("%v://%v:%%v", connInfo.Transport, connInfo.IP)
sg.ShellSocket.Bind(fmt.Sprintf(address, connInfo.ShellPort))
sg.ControlSocket.Bind(fmt.Sprintf(address, connInfo.ControlPort))
sg.StdinSocket.Bind(fmt.Sprintf(address, connInfo.StdinPort))
sg.IOPubSocket.Bind(fmt.Sprintf(address, connInfo.IOPubPort))
sg.HBSocket.Bind(fmt.Sprintf(address, connInfo.HBPort))
// Set the message signing key.
sg.Key = []byte(connInfo.Key)
return sg, nil
}
// handleShellMsg responds to a message on the shell ROUTER socket.
func handleShellMsg(ir *classic.Interp, receipt msgReceipt) {
switch receipt.Msg.Header.MsgType {
case "kernel_info_request":
if err := sendKernelInfo(receipt); err != nil {
log.Fatal(err)
}
case "execute_request":
if err := handleExecuteRequest(ir, receipt); err != nil {
log.Fatal(err)
}
case "shutdown_request":
handleShutdownRequest(receipt)
default:
log.Println("Unhandled shell message: ", receipt.Msg.Header.MsgType)
}
}
// sendKernelInfo sends a kernel_info_reply message.
func sendKernelInfo(receipt msgReceipt) error {
return receipt.Reply("kernel_info_reply",
kernelInfo{
ProtocolVersion: ProtocolVersion,
Implementation: "gophernotes",
ImplementationVersion: Version,
Banner: fmt.Sprintf("Go kernel: gophernotes - v%s", Version),
LanguageInfo: kernelLanguageInfo{
Name: "go",
Version: runtime.Version(),
FileExtension: ".go",
},
HelpLinks: []helpLink{
{Text: "Go", URL: "https://golang.org/"},
{Text: "gophernotes", URL: "https://github.com/gopherdata/gophernotes"},
},
},
)
}
// handleExecuteRequest runs code from an execute_request method,
// and sends the various reply messages.
func handleExecuteRequest(ir *classic.Interp, receipt msgReceipt) error {
// Extract the data from the request.
reqcontent := receipt.Msg.Content.(map[string]interface{})
code := reqcontent["code"].(string)
silent := reqcontent["silent"].(bool)
if !silent {
ExecCounter++
}
// Prepare the map that will hold the reply content.
content := make(map[string]interface{})
content["execution_count"] = ExecCounter
// Tell the front-end that the kernel is working and when finished notify the
// front-end that the kernel is idle again.
if err := receipt.PublishKernelStatus(kernelBusy); err != nil {
log.Printf("Error publishing kernel status 'busy': %v\n", err)
}
defer func() {
if err := receipt.PublishKernelStatus(kernelIdle); err != nil {
log.Printf("Error publishing kernel status 'idle': %v\n", err)
}
}()
// Tell the front-end what the kernel is about to execute.
if err := receipt.PublishExecutionInput(ExecCounter, code); err != nil {
log.Printf("Error publishing execution input: %v\n", err)
}
// Redirect the standard out from the REPL.
oldStdout := os.Stdout
rOut, wOut, err := os.Pipe()
if err != nil {
return err
}
os.Stdout = wOut
// Redirect the standard error from the REPL.
oldStderr := os.Stderr
rErr, wErr, err := os.Pipe()
if err != nil {
return err
}
os.Stderr = wErr
var writersWG sync.WaitGroup
writersWG.Add(2)
// Forward all data written to stdout/stderr to the front-end.
go func() {
defer writersWG.Done()
jupyterStdOut := JupyterStreamWriter{StreamStdout, &receipt}
io.Copy(&jupyterStdOut, rOut)
}()
go func() {
defer writersWG.Done()
jupyterStdErr := JupyterStreamWriter{StreamStderr, &receipt}
io.Copy(&jupyterStdErr, rErr)
}()
vals, executionErr := doEval(ir, code)
//TODO if value is a certain type like image then display it instead
// Close and restore the streams.
wOut.Close()
os.Stdout = oldStdout
wErr.Close()
os.Stderr = oldStderr
// Wait for the writers to finish forwarding the data.
writersWG.Wait()
if executionErr == nil {
content["status"] = "ok"
content["user_expressions"] = make(map[string]string)
if !silent && vals != nil {
// Publish the result of the execution.
if err := receipt.PublishExecutionResult(ExecCounter, fmt.Sprint(vals...)); err != nil {
log.Printf("Error publishing execution result: %v\n", err)
}
}
} else {
content["status"] = "error"
content["ename"] = "ERROR"
content["evalue"] = executionErr.Error()
content["traceback"] = nil
if err := receipt.PublishExecutionError(executionErr.Error(), []string{executionErr.Error()}); err != nil {
log.Printf("Error publishing execution error: %v\n", err)
}
}
// Send the output back to the notebook.
return receipt.Reply("execute_reply", content)
}
// doEval evaluates the code in the interpreter. This function captures an uncaught panic
// as well as the values of the last statement/expression.
func doEval(ir *classic.Interp, code string) (_ []interface{}, err error) {
// Capture a panic from the evaluation if one occurs and store it in the `err` return parameter.
defer func() {
if r := recover(); r != nil {
var ok bool
if err, ok = r.(error); !ok {
err = errors.New(fmt.Sprint(r))
}
}
}()
// Prepare and perform the multiline evaluation.
env := ir.Env
// Don't show the gomacro prompt.
env.Options &^= base.OptShowPrompt
// Don't swallow panics as they are recovered above and handled with a Jupyter `error` message instead.
env.Options &^= base.OptTrapPanic
// Reset the error line so that error messages correspond to the lines from the cell.
env.Line = 0
// Parse the input code (and don't preform gomacro's macroexpansion).
src := ir.ParseOnly(code)
if src == nil {
return nil, nil
}
// Check if the last node is an expression.
var srcEndsWithExpr bool
// If the parsed ast is a single node, check if the node implements `ast.Expr`. Otherwise if the is multiple
// nodes then just check if the last one is an expression. These are currently the 2 cases to consider from
// gomacro's `ParseOnly`.
if srcAstWithNode, ok := src.(ast2.AstWithNode); ok {
_, srcEndsWithExpr = srcAstWithNode.Node().(ast.Expr)
} else if srcNodeSlice, ok := src.(ast2.NodeSlice); ok {
nodes := srcNodeSlice.X
_, srcEndsWithExpr = nodes[len(nodes)-1].(ast.Expr)
}
// Evaluate the code.
result, results := ir.EvalAst(src)
// If the source ends with an expression, then the result of the execution is the value of the expression. In the
// event that all return values are nil, the result is also nil.
if srcEndsWithExpr {
// `len(results) == 0` implies a single result stored in `result`.
if len(results) == 0 {
if val := base.ValueInterface(result); val != nil {
return []interface{}{val}, nil
}
return nil, nil
}
// Count the number of non-nil values in the output. If they are all nil then the output is skipped.
nonNilCount := 0
var values []interface{}
for _, result := range results {
val := base.ValueInterface(result)
if val != nil {
nonNilCount++
}
values = append(values, val)
}
if nonNilCount > 0 {
return values, nil
}
return nil, nil
}
return nil, nil
}
// handleShutdownRequest sends a "shutdown" message.
func handleShutdownRequest(receipt msgReceipt) {
content := receipt.Msg.Content.(map[string]interface{})
restart := content["restart"].(bool)
reply := shutdownReply{
Restart: restart,
}
if err := receipt.Reply("shutdown_reply", reply); err != nil {
log.Fatal(err)
}
log.Println("Shutting down in response to shutdown_request")
os.Exit(0)
}
// startHeartbeat starts a go-routine for handling heartbeat ping messages sent over the given `hbSocket`. The `wg`'s
// `Done` method is invoked after the thread is completely shutdown. To request a shutdown the returned `shutdown` channel
// can be closed.
func startHeartbeat(hbSocket *zmq.Socket, wg *sync.WaitGroup) (shutdown chan struct{}) {
quit := make(chan struct{})
// Start the handler that will echo any received messages back to the sender.
wg.Add(1)
go func() {
defer wg.Done()
// Create a `Poller` to check for incoming messages.
poller := zmq.NewPoller()
poller.Add(hbSocket, zmq.POLLIN)
for {
select {
case <-quit:
return
default:
// Check for received messages waiting at most 500ms for once to arrive.
pingEvents, err := poller.Poll(500 * time.Millisecond)
if err != nil {
log.Fatalf("Error polling heartbeat channel: %v\n", err)
}
// If there is at least 1 message waiting then echo it.
if len(pingEvents) > 0 {
// Read a message from the heartbeat channel as a simple byte string.
pingMsg, err := hbSocket.RecvBytes(0)
if err != nil {
log.Fatalf("Error reading heartbeat ping bytes: %v\n", err)
}
// Send the received byte string back to let the front-end know that the kernel is alive.
if _, err = hbSocket.SendBytes(pingMsg, 0); err != nil {
log.Printf("Error sending heartbeat pong bytes: %b\n", err)
}
}
}
}
}()
return quit
}