[SPARK-1386] Web UI for Spark Streaming

When debugging Spark Streaming applications it is necessary to monitor certain metrics that are not shown in the Spark application UI. For example, what is average processing time of batches? What is the scheduling delay? Is the system able to process as fast as it is receiving data? How many records I am receiving through my receivers?

While the StreamingListener interface introduced in the 0.9 provided some of this information, it could only be accessed programmatically. A UI that shows information specific to the streaming applications is necessary for easier debugging. This PR introduces such a UI. It shows various statistics related to the streaming application. Here is a screenshot of the UI running on my local machine.

http://i.imgur.com/1ooDGhm.png

This UI is integrated into the Spark UI running at 4040.

Author: Tathagata Das <[email protected]>
Author: Andrew Or <[email protected]>

Closes apache#290 from tdas/streaming-web-ui and squashes the following commits:

fc73ca5 [Tathagata Das] Merge pull request #9 from andrewor14/ui-refactor
642dd88 [Andrew Or] Merge SparkUISuite.scala into UISuite.scala
eb30517 [Andrew Or] Merge github.com:apache/spark into ui-refactor
f4f4cbe [Tathagata Das] More minor fixes.
34bb364 [Tathagata Das] Merge branch 'streaming-web-ui' of github.com:tdas/spark into streaming-web-ui
252c566 [Tathagata Das] Merge pull request #8 from andrewor14/ui-refactor
e038b4b [Tathagata Das] Addressed Patrick's comments.
125a054 [Andrew Or] Disable serving static resources with gzip
90feb8d [Andrew Or] Address Patrick's comments
89dae36 [Tathagata Das] Merge branch 'streaming-web-ui' of github.com:tdas/spark into streaming-web-ui
72fe256 [Tathagata Das] Merge pull request #6 from andrewor14/ui-refactor
2fc09c8 [Tathagata Das] Added binary check exclusions
aa396d4 [Andrew Or] Rename tabs and pages (No more IndexPage.scala)
f8e1053 [Tathagata Das] Added Spark and Streaming UI unit tests.
caa5e05 [Tathagata Das] Merge branch 'streaming-web-ui' of github.com:tdas/spark into streaming-web-ui
585cd65 [Tathagata Das] Merge pull request #5 from andrewor14/ui-refactor
914b8ff [Tathagata Das] Moved utils functions to UIUtils.
548c98c [Andrew Or] Wide refactoring of WebUI, UITab, and UIPage (see commit message)
6de06b0 [Tathagata Das] Merge remote-tracking branch 'apache/master' into streaming-web-ui
ee6543f [Tathagata Das] Minor changes based on Andrew's comments.
fa760fe [Tathagata Das] Fixed long line.
1c0bcef [Tathagata Das] Refactored streaming UI into two files.
1af239b [Tathagata Das] Changed streaming UI to attach itself as a tab with the Spark UI.
827e81a [Tathagata Das] Merge branch 'streaming-web-ui' of github.com:tdas/spark into streaming-web-ui
168fe86 [Tathagata Das] Merge pull request #2 from andrewor14/ui-refactor
3e986f8 [Tathagata Das] Merge remote-tracking branch 'apache/master' into streaming-web-ui
c78c92d [Andrew Or] Remove outdated comment
8f7323b [Andrew Or] End of file new lines, indentation, and imports (minor)
0d61ee8 [Andrew Or] Merge branch 'streaming-web-ui' of github.com:tdas/spark into ui-refactor
9a48fa1 [Andrew Or] Allow adding tabs to SparkUI dynamically + add example
61358e3 [Tathagata Das] Merge remote-tracking branch 'apache-github/master' into streaming-web-ui
53be2c5 [Tathagata Das] Minor style updates.
ed25dfc [Andrew Or] Generalize SparkUI header to display tabs dynamically
a37ad4f [Andrew Or] Comments, imports and formatting (minor)
cd000b0 [Andrew Or] Merge github.com:apache/spark into ui-refactor
7d57444 [Andrew Or] Refactoring the UI interface to add flexibility
aef4dd5 [Tathagata Das] Added Apache licenses.
db27bad [Tathagata Das] Added last batch processing time to StreamingUI.
4d86e98 [Tathagata Das] Added basic stats to the StreamingUI and refactored the UI to a Page to make it easier to transition to using SparkUI later.
93f1c69 [Tathagata Das] Added network receiver information to the Streaming UI.
56cc7fb [Tathagata Das] First cut implementation of Streaming UI.

Author: tdas

core/src/main/scala/org/apache/spark/SparkContext.scala

@@ -213,7 +213,6 @@ class SparkContext(config: SparkConf) extends Logging {
   // Initialize the Spark UI, registering all associated listeners
   private[spark] val ui = new SparkUI(this)
   ui.bind()
-  ui.start()
 
   // Optionally log Spark events
   private[spark] val eventLogger: Option[EventLoggingListener] = {

core/src/main/scala/org/apache/spark/deploy/SparkUIContainer.scala

@@ -21,9 +21,9 @@ import javax.servlet.http.HttpServletRequest
 
 import scala.xml.Node
 
-import org.apache.spark.ui.{UIUtils, WebUI}
+import org.apache.spark.ui.{WebUIPage, UIUtils}
 
-private[spark] class IndexPage(parent: HistoryServer) {
+private[spark] class HistoryPage(parent: HistoryServer) extends WebUIPage("") {
 
   def render(request: HttpServletRequest): Seq[Node] = {
     val appRows = parent.appIdToInfo.values.toSeq.sortBy { app => -app.lastUpdated }
@@ -62,13 +62,13 @@ private[spark] class IndexPage(parent: HistoryServer) {
   private def appRow(info: ApplicationHistoryInfo): Seq[Node] = {
     val appName = if (info.started) info.name else info.logDirPath.getName
     val uiAddress = parent.getAddress + info.ui.basePath
-    val startTime = if (info.started) WebUI.formatDate(info.startTime) else "Not started"
-    val endTime = if (info.completed) WebUI.formatDate(info.endTime) else "Not completed"
+    val startTime = if (info.started) UIUtils.formatDate(info.startTime) else "Not started"
+    val endTime = if (info.completed) UIUtils.formatDate(info.endTime) else "Not completed"
     val difference = if (info.started && info.completed) info.endTime - info.startTime else -1L
-    val duration = if (difference > 0) WebUI.formatDuration(difference) else "---"
+    val duration = if (difference > 0) UIUtils.formatDuration(difference) else "---"
     val sparkUser = if (info.started) info.sparkUser else "Unknown user"
     val logDirectory = info.logDirPath.getName
-    val lastUpdated = WebUI.formatDate(info.lastUpdated)
+    val lastUpdated = UIUtils.formatDate(info.lastUpdated)
     <tr>
       <td><a href={uiAddress}>{appName}</a></td>
       <td>{startTime}</td>

core/src/main/scala/org/apache/spark/deploy/history/IndexPage.scala renamed to core/src/main/scala/org/apache/spark/deploy/history/HistoryPage.scala

@@ -17,17 +17,13 @@
 
 package org.apache.spark.deploy.history
 
-import javax.servlet.http.HttpServletRequest
-
 import scala.collection.mutable
 
 import org.apache.hadoop.fs.{FileStatus, Path}
-import org.eclipse.jetty.servlet.ServletContextHandler
 
 import org.apache.spark.{Logging, SecurityManager, SparkConf}
-import org.apache.spark.deploy.SparkUIContainer
 import org.apache.spark.scheduler._
-import org.apache.spark.ui.SparkUI
+import org.apache.spark.ui.{WebUI, SparkUI}
 import org.apache.spark.ui.JettyUtils._
 import org.apache.spark.util.Utils
 
@@ -46,17 +42,15 @@ import org.apache.spark.util.Utils
  */
 class HistoryServer(
     val baseLogDir: String,
+    securityManager: SecurityManager,
     conf: SparkConf)
-  extends SparkUIContainer("History Server") with Logging {
+  extends WebUI(securityManager, HistoryServer.WEB_UI_PORT, conf) with Logging {
 
   import HistoryServer._
 
   private val fileSystem = Utils.getHadoopFileSystem(baseLogDir)
   private val localHost = Utils.localHostName()
   private val publicHost = Option(System.getenv("SPARK_PUBLIC_DNS")).getOrElse(localHost)
-  private val port = WEB_UI_PORT
-  private val securityManager = new SecurityManager(conf)
-  private val indexPage = new IndexPage(this)
 
   // A timestamp of when the disk was last accessed to check for log updates
   private var lastLogCheckTime = -1L
@@ -90,37 +84,23 @@ class HistoryServer(
     }
   }
 
-  private val handlers = Seq[ServletContextHandler](
-    createStaticHandler(STATIC_RESOURCE_DIR, "/static"),
-    createServletHandler("/",
-      (request: HttpServletRequest) => indexPage.render(request), securityMgr = securityManager)
-  )
-
   // A mapping of application ID to its history information, which includes the rendered UI
   val appIdToInfo = mutable.HashMap[String, ApplicationHistoryInfo]()
 
+  initialize()
+
   /**
-   * Start the history server.
+   * Initialize the history server.
    *
    * This starts a background thread that periodically synchronizes information displayed on
    * this UI with the event logs in the provided base directory.
    */
-  def start() {
+  def initialize() {
+    attachPage(new HistoryPage(this))
+    attachHandler(createStaticHandler(STATIC_RESOURCE_DIR, "/static"))
     logCheckingThread.start()
   }
 
-  /** Bind to the HTTP server behind this web interface. */
-  override def bind() {
-    try {
-      serverInfo = Some(startJettyServer("0.0.0.0", port, handlers, conf))
-      logInfo("Started HistoryServer at http://%s:%d".format(publicHost, boundPort))
-    } catch {
-      case e: Exception =>
-        logError("Failed to bind HistoryServer", e)
-        System.exit(1)
-    }
-  }
-
   /**
    * Check for any updates to event logs in the base directory. This is only effective once
    * the server has been bound.
@@ -151,7 +131,7 @@ class HistoryServer(
         // Remove any applications that should no longer be retained
         appIdToInfo.foreach { case (appId, info) =>
           if (!retainedAppIds.contains(appId)) {
-            detachUI(info.ui)
+            detachSparkUI(info.ui)
             appIdToInfo.remove(appId)
           }
         }
@@ -186,15 +166,14 @@ class HistoryServer(
     val path = logDir.getPath
     val appId = path.getName
     val replayBus = new ReplayListenerBus(logInfo.logPaths, fileSystem, logInfo.compressionCodec)
-    val ui = new SparkUI(replayBus, appId, "/history/" + appId)
     val appListener = new ApplicationEventListener
     replayBus.addListener(appListener)
+    val ui = new SparkUI(conf, replayBus, appId, "/history/" + appId)
 
     // Do not call ui.bind() to avoid creating a new server for each application
-    ui.start()
     replayBus.replay()
     if (appListener.applicationStarted) {
-      attachUI(ui)
+      attachSparkUI(ui)
       val appName = appListener.appName
       val sparkUser = appListener.sparkUser
       val startTime = appListener.startTime
@@ -213,6 +192,18 @@ class HistoryServer(
     fileSystem.close()
   }
 
+  /** Attach a reconstructed UI to this server. Only valid after bind(). */
+  private def attachSparkUI(ui: SparkUI) {
+    assert(serverInfo.isDefined, "HistoryServer must be bound before attaching SparkUIs")
+    ui.getHandlers.foreach(attachHandler)
+  }
+
+  /** Detach a reconstructed UI from this server. Only valid after bind(). */
+  private def detachSparkUI(ui: SparkUI) {
+    assert(serverInfo.isDefined, "HistoryServer must be bound before detaching SparkUIs")
+    ui.getHandlers.foreach(detachHandler)
+  }
+
   /** Return the address of this server. */
   def getAddress: String = "http://" + publicHost + ":" + boundPort
 
@@ -262,9 +253,9 @@ object HistoryServer {
 
   def main(argStrings: Array[String]) {
     val args = new HistoryServerArguments(argStrings)
-    val server = new HistoryServer(args.logDir, conf)
+    val securityManager = new SecurityManager(conf)
+    val server = new HistoryServer(args.logDir, securityManager, conf)
     server.bind()
-    server.start()
 
     // Wait until the end of the world... or if the HistoryServer process is manually stopped
     while(true) { Thread.sleep(Int.MaxValue) }

core/src/main/scala/org/apache/spark/deploy/history/HistoryServer.scala

@@ -625,7 +625,7 @@ private[spark] class Master(
       if (completedApps.size >= RETAINED_APPLICATIONS) {
         val toRemove = math.max(RETAINED_APPLICATIONS / 10, 1)
         completedApps.take(toRemove).foreach( a => {
-          appIdToUI.remove(a.id).foreach { ui => webUi.detachUI(ui) }
+          appIdToUI.remove(a.id).foreach { ui => webUi.detachSparkUI(ui) }
           applicationMetricsSystem.removeSource(a.appSource)
         })
         completedApps.trimStart(toRemove)
@@ -667,12 +667,12 @@ private[spark] class Master(
     if (!eventLogPaths.isEmpty) {
       try {
         val replayBus = new ReplayListenerBus(eventLogPaths, fileSystem, compressionCodec)
-        val ui = new SparkUI(replayBus, appName + " (completed)", "/history/" + app.id)
-        ui.start()
+        val ui = new SparkUI(
+          new SparkConf, replayBus, appName + " (completed)", "/history/" + app.id)
         replayBus.replay()
         app.desc.appUiUrl = ui.basePath
         appIdToUI(app.id) = ui
-        webUi.attachUI(ui)
+        webUi.attachSparkUI(ui)
         return true
       } catch {
         case t: Throwable =>

core/src/main/scala/org/apache/spark/deploy/master/Master.scala

@@ -28,15 +28,16 @@ import org.json4s.JValue
 import org.apache.spark.deploy.JsonProtocol
 import org.apache.spark.deploy.DeployMessages.{MasterStateResponse, RequestMasterState}
 import org.apache.spark.deploy.master.ExecutorInfo
-import org.apache.spark.ui.UIUtils
+import org.apache.spark.ui.{WebUIPage, UIUtils}
 import org.apache.spark.util.Utils
 
-private[spark] class ApplicationPage(parent: MasterWebUI) {
-  val master = parent.masterActorRef
-  val timeout = parent.timeout
+private[spark] class ApplicationPage(parent: MasterWebUI) extends WebUIPage("app") {
+
+  private val master = parent.masterActorRef
+  private val timeout = parent.timeout
 
   /** Executor details for a particular application */
-  def renderJson(request: HttpServletRequest): JValue = {
+  override def renderJson(request: HttpServletRequest): JValue = {
     val appId = request.getParameter("appId")
     val stateFuture = (master ? RequestMasterState)(timeout).mapTo[MasterStateResponse]
     val state = Await.result(stateFuture, timeout)
@@ -96,7 +97,7 @@ private[spark] class ApplicationPage(parent: MasterWebUI) {
     UIUtils.basicSparkPage(content, "Application: " + app.desc.name)
   }
 
-  def executorRow(executor: ExecutorInfo): Seq[Node] = {
+  private def executorRow(executor: ExecutorInfo): Seq[Node] = {
     <tr>
       <td>{executor.id}</td>
       <td>

core/src/main/scala/org/apache/spark/deploy/master/ui/ApplicationPage.scala

@@ -25,17 +25,17 @@ import scala.xml.Node
 import akka.pattern.ask
 import org.json4s.JValue
 
-import org.apache.spark.deploy.{JsonProtocol}
+import org.apache.spark.deploy.JsonProtocol
 import org.apache.spark.deploy.DeployMessages.{MasterStateResponse, RequestMasterState}
 import org.apache.spark.deploy.master.{ApplicationInfo, DriverInfo, WorkerInfo}
-import org.apache.spark.ui.{WebUI, UIUtils}
+import org.apache.spark.ui.{WebUIPage, UIUtils}
 import org.apache.spark.util.Utils
 
-private[spark] class IndexPage(parent: MasterWebUI) {
-  val master = parent.masterActorRef
-  val timeout = parent.timeout
+private[spark] class MasterPage(parent: MasterWebUI) extends WebUIPage("") {
+  private val master = parent.masterActorRef
+  private val timeout = parent.timeout
 
-  def renderJson(request: HttpServletRequest): JValue = {
+  override def renderJson(request: HttpServletRequest): JValue = {
     val stateFuture = (master ? RequestMasterState)(timeout).mapTo[MasterStateResponse]
     val state = Await.result(stateFuture, timeout)
     JsonProtocol.writeMasterState(state)
@@ -139,7 +139,7 @@ private[spark] class IndexPage(parent: MasterWebUI) {
     UIUtils.basicSparkPage(content, "Spark Master at " + state.uri)
   }
 
-  def workerRow(worker: WorkerInfo): Seq[Node] = {
+  private def workerRow(worker: WorkerInfo): Seq[Node] = {
     <tr>
       <td>
         <a href={worker.webUiAddress}>{worker.id}</a>
@@ -154,8 +154,7 @@ private[spark] class IndexPage(parent: MasterWebUI) {
     </tr>
   }
 
-
-  def appRow(app: ApplicationInfo): Seq[Node] = {
+  private def appRow(app: ApplicationInfo): Seq[Node] = {
     <tr>
       <td>
         <a href={"app?appId=" + app.id}>{app.id}</a>
@@ -169,14 +168,14 @@ private[spark] class IndexPage(parent: MasterWebUI) {
       <td sorttable_customkey={app.desc.memoryPerSlave.toString}>
         {Utils.megabytesToString(app.desc.memoryPerSlave)}
       </td>
-      <td>{WebUI.formatDate(app.submitDate)}</td>
+      <td>{UIUtils.formatDate(app.submitDate)}</td>
       <td>{app.desc.user}</td>
       <td>{app.state.toString}</td>
-      <td>{WebUI.formatDuration(app.duration)}</td>
+      <td>{UIUtils.formatDuration(app.duration)}</td>
     </tr>
   }
 
-  def driverRow(driver: DriverInfo): Seq[Node] = {
+  private def driverRow(driver: DriverInfo): Seq[Node] = {
     <tr>
       <td>{driver.id} </td>
       <td>{driver.submitDate}</td>