From 879a272a8d60c2d125326d040c458c3f68549bfd Mon Sep 17 00:00:00 2001 From: vizhur Date: Mon, 18 May 2020 19:21:05 +0000 Subject: [PATCH] update samples from Release-52 as a part of SDK release --- .../reinforcement-learning/README.md | 4 +- .../docker/cpu/Dockerfile | 70 + .../cpu/patch_files/ClientStateMachine.java | 2484 +++++++++++++++++ .../cpu/patch_files/MalmoEnvServer.java | 939 +++++++ .../docker/gpu/Dockerfile | 78 + .../gpu/patch_files/ClientStateMachine.java | 2484 +++++++++++++++++ .../gpu/patch_files/MalmoEnvServer.java | 939 +++++++ .../files/malmo_video_recorder.py | 173 ++ .../files/minecraft_environment.py | 180 ++ .../files/minecraft_missions/lava_maze-v0.xml | 95 + .../lava_maze_rollout-v0.xml | 95 + .../lava_maze_rollout_video.xml | 74 + .../files/minecraft_rollout.py | 130 + .../files/minecraft_train.py | 45 + .../files/utils/callbacks.py | 18 + .../images/lava_maze_minecraft.gif | Bin 0 -> 4361648 bytes .../minecraft.ipynb | 925 ++++++ .../minecraft.yml | 8 + .../setup/devenv_setup.ipynb | 2 +- index.md | 2 + tutorials/README.md | 1 + ...lassification-part3-deploy-encrypted.ipynb | 615 ++++ ...-classification-part3-deploy-encrypted.yml | 10 + 23 files changed, 9368 insertions(+), 3 deletions(-) create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/Dockerfile create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/ClientStateMachine.java create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/MalmoEnvServer.java create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/Dockerfile create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/ClientStateMachine.java create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/MalmoEnvServer.java create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/malmo_video_recorder.py create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_environment.py create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze-v0.xml create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout-v0.xml create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout_video.xml create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_rollout.py create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_train.py create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/utils/callbacks.py create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/images/lava_maze_minecraft.gif create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/minecraft.ipynb create mode 100644 how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/minecraft.yml create mode 100644 tutorials/image-classification-mnist-data/img-classification-part3-deploy-encrypted.ipynb create mode 100644 tutorials/image-classification-mnist-data/img-classification-part3-deploy-encrypted.yml diff --git a/how-to-use-azureml/reinforcement-learning/README.md b/how-to-use-azureml/reinforcement-learning/README.md index 2a322a03..209701e4 100644 --- a/how-to-use-azureml/reinforcement-learning/README.md +++ b/how-to-use-azureml/reinforcement-learning/README.md @@ -20,11 +20,11 @@ Using these samples, you will be able to do the following. | File/folder | Description | |-------------------|--------------------------------------------| -| [README.md](README.md) | This README file. | | [devenv_setup.ipynb](setup/devenv_setup.ipynb) | Notebook to setup development environment for Azure ML RL | | [cartpole_ci.ipynb](cartpole-on-compute-instance/cartpole_ci.ipynb) | Notebook to train a Cartpole playing agent on an Azure ML Compute Instance | | [cartpole_cc.ipynb](cartpole-on-single-compute/cartpole_cc.ipynb) | Notebook to train a Cartpole playing agent on an Azure ML Compute Cluster (single node) | | [pong_rllib.ipynb](atari-on-distributed-compute/pong_rllib.ipynb) | Notebook to train Pong agent using RLlib on multiple compute targets | +| [minecraft.ipynb](minecraft-on-distributed-compute/minecraft.ipynb) | Notebook to train an agent to navigate through a lava maze in the Minecraft game | ## Prerequisites @@ -111,7 +111,7 @@ contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additio For more on SDK concepts, please refer to [notebooks](https://github.com/Azure/MachineLearningNotebooks). -**Please let us know your feedback.** +**Please let us know your [feedback](https://github.com/Azure/MachineLearningNotebooks/labels/Reinforcement%20Learning).** diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/Dockerfile b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/Dockerfile new file mode 100644 index 00000000..e6c05310 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/Dockerfile @@ -0,0 +1,70 @@ +FROM mcr.microsoft.com/azureml/base:openmpi3.1.2-ubuntu18.04 + +# Install some basic utilities +RUN apt-get update && apt-get install -y \ + curl \ + ca-certificates \ + sudo \ + cpio \ + git \ + bzip2 \ + libx11-6 \ + tmux \ + htop \ + gcc \ + xvfb \ + python-opengl \ + x11-xserver-utils \ + ffmpeg \ + mesa-utils \ + nano \ + vim \ + rsync \ + && rm -rf /var/lib/apt/lists/* + +# Create a working directory +RUN mkdir /app +WORKDIR /app + +# Install Minecraft needed libraries +RUN mkdir -p /usr/share/man/man1 && \ + sudo apt-get update && \ + sudo apt-get install -y \ + openjdk-8-jre-headless=8u162-b12-1 \ + openjdk-8-jdk-headless=8u162-b12-1 \ + openjdk-8-jre=8u162-b12-1 \ + openjdk-8-jdk=8u162-b12-1 + +# Create a Python 3.7 environment +RUN conda install conda-build \ + && conda create -y --name py37 python=3.7.3 \ + && conda clean -ya +ENV CONDA_DEFAULT_ENV=py37 + +# Install minerl +RUN pip install --upgrade --user minerl + +RUN pip install \ + pandas \ + matplotlib \ + numpy \ + scipy \ + azureml-defaults \ + tensorboardX \ + tensorflow==1.15rc2 \ + tabulate \ + dm_tree \ + lz4 \ + ray==0.8.3 \ + ray[rllib]==0.8.3 \ + ray[tune]==0.8.3 + +COPY patch_files/* /root/.local/lib/python3.7/site-packages/minerl/env/Malmo/Minecraft/src/main/java/com/microsoft/Malmo/Client/ + +# Start minerl to pre-fetch minerl files (saves time when starting minerl during training) +RUN xvfb-run -a -s "-screen 0 1400x900x24" python -c "import gym; import minerl; env = gym.make('MineRLTreechop-v0'); env.close();" + +RUN pip install --index-url https://test.pypi.org/simple/ malmo && \ + python -c "import malmo.minecraftbootstrap; malmo.minecraftbootstrap.download();" + +ENV MALMO_XSD_PATH="/app/MalmoPlatform/Schemas" diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/ClientStateMachine.java b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/ClientStateMachine.java new file mode 100644 index 00000000..5cdee5c3 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/ClientStateMachine.java @@ -0,0 +1,2484 @@ +// -------------------------------------------------------------------------------------------------- +// Copyright (c) 2016 Microsoft Corporation +// +// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and +// associated documentation files (the "Software"), to deal in the Software without restriction, +// including without limitation the rights to use, copy, modify, merge, publish, distribute, +// sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all copies or +// substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT +// NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// -------------------------------------------------------------------------------------------------- + +package com.microsoft.Malmo.Client; + +import java.io.DataOutputStream; +import java.io.IOException; +import java.lang.reflect.Field; +import java.math.BigDecimal; +import java.net.UnknownHostException; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.Iterator; +import java.util.List; +import java.util.Map; +import java.util.Map.Entry; +import java.util.logging.Level; + +import javax.xml.bind.JAXBException; +import javax.xml.stream.XMLStreamException; + +import net.minecraft.client.Minecraft; +import net.minecraft.client.entity.EntityPlayerSP; +import net.minecraft.client.gui.GuiDisconnected; +import net.minecraft.client.gui.GuiIngameMenu; +import net.minecraft.client.gui.GuiMainMenu; +import net.minecraft.client.gui.GuiScreen; +import net.minecraft.client.multiplayer.WorldClient; +import net.minecraft.client.network.NetHandlerPlayClient; +import net.minecraft.client.settings.GameSettings; +import net.minecraft.entity.Entity; +import net.minecraft.entity.EntityLivingBase; +import net.minecraft.launchwrapper.Launch; +import net.minecraft.network.NetworkManager; +import net.minecraft.server.integrated.IntegratedServer; +import net.minecraft.util.math.MathHelper; +import net.minecraft.util.text.TextComponentString; +import net.minecraft.world.GameType; +import net.minecraft.world.World; +import net.minecraft.world.chunk.Chunk; +import net.minecraft.world.chunk.IChunkProvider; +import net.minecraftforge.common.MinecraftForge; +import net.minecraftforge.common.config.Configuration; +import net.minecraftforge.fml.client.event.ConfigChangedEvent.OnConfigChangedEvent; +import net.minecraftforge.fml.common.FMLCommonHandler; +import net.minecraftforge.fml.common.Loader; +import net.minecraftforge.fml.common.eventhandler.SubscribeEvent; +import net.minecraftforge.fml.common.gameevent.TickEvent; +import net.minecraftforge.fml.common.gameevent.TickEvent.ClientTickEvent; +import net.minecraftforge.fml.common.gameevent.TickEvent.Phase; +import net.minecraftforge.fml.common.gameevent.TickEvent.ServerTickEvent; + +import org.xml.sax.SAXException; + +import com.google.gson.JsonObject; +import com.microsoft.Malmo.IState; +import com.microsoft.Malmo.MalmoMod; +import com.microsoft.Malmo.MalmoMod.IMalmoMessageListener; +import com.microsoft.Malmo.MalmoMod.MalmoMessageType; +import com.microsoft.Malmo.StateEpisode; +import com.microsoft.Malmo.StateMachine; +import com.microsoft.Malmo.Client.MalmoModClient.InputType; +import com.microsoft.Malmo.MissionHandlerInterfaces.IVideoProducer; +import com.microsoft.Malmo.MissionHandlerInterfaces.IWantToQuit; +import com.microsoft.Malmo.MissionHandlers.MissionBehaviour; +import com.microsoft.Malmo.MissionHandlers.MultidimensionalReward; +import com.microsoft.Malmo.Schemas.AgentSection; +import com.microsoft.Malmo.Schemas.AgentStart; +import com.microsoft.Malmo.Schemas.ClientAgentConnection; +import com.microsoft.Malmo.Schemas.MinecraftServerConnection; +import com.microsoft.Malmo.Schemas.Mission; +import com.microsoft.Malmo.Schemas.MissionDiagnostics; +import com.microsoft.Malmo.Schemas.MissionEnded; +import com.microsoft.Malmo.Schemas.MissionInit; +import com.microsoft.Malmo.Schemas.MissionResult; +import com.microsoft.Malmo.Schemas.Reward; +import com.microsoft.Malmo.Schemas.ModSettings; +import com.microsoft.Malmo.Schemas.PosAndDirection; +import com.microsoft.Malmo.Utils.AddressHelper; +import com.microsoft.Malmo.Utils.AuthenticationHelper; +import com.microsoft.Malmo.Utils.SchemaHelper; +import com.microsoft.Malmo.Utils.ScreenHelper; +import com.microsoft.Malmo.Utils.SeedHelper; +import com.microsoft.Malmo.Utils.ScoreHelper; +import com.microsoft.Malmo.Utils.TextureHelper; +import com.microsoft.Malmo.Utils.ScreenHelper.TextCategory; +import com.microsoft.Malmo.Utils.TCPInputPoller; +import com.microsoft.Malmo.Utils.TCPInputPoller.CommandAndIPAddress; +import com.microsoft.Malmo.Utils.TimeHelper.SyncTickEvent; +import com.microsoft.Malmo.Utils.TCPSocketChannel; +import com.microsoft.Malmo.Utils.TCPUtils; +import com.microsoft.Malmo.Utils.TimeHelper; +import com.mojang.authlib.properties.Property; + +/** + * Class designed to track and control the state of the mod, especially regarding mission launching/running.
+ * States are defined by the MissionState enum, and control is handled by + * MissionStateEpisode subclasses. The ability to set the state directly is + * restricted, but hooks such as onPlayerReadyForMission etc are exposed to + * allow subclasses to react to certain state changes.
+ * The ProjectMalmo mod app class inherits from this and uses these hooks to run missions. + */ +public class ClientStateMachine extends StateMachine implements IMalmoMessageListener +{ + // AOG - Dropped from 2000 to 1000 to speed up detection of failed server restarts + private static final int WAIT_MAX_TICKS = 1000; // Over 1 minute and a half in client ticks. + private static final int VIDEO_MAX_WAIT = 90 * 1000; // Max wait for video in ms. + private static final String MISSING_MCP_PORT_ERROR = "no_mcp"; + private static final String INFO_MCP_PORT = "info_mcp"; + private static final String INFO_RESERVE_STATUS = "info_reservation"; + + private MissionInit currentMissionInit = null; // The MissionInit object for the mission currently being loaded/run. + private MissionBehaviour missionBehaviour = new MissionBehaviour(); + private String missionQuitCode = ""; // The reason why this mission ended. + private MultidimensionalReward finalReward = new MultidimensionalReward(true); // The reward at the end of the mission, sent separately to ensure timely delivery. + private MissionDiagnostics missionEndedData = new MissionDiagnostics(); + private ScreenHelper screenHelper = new ScreenHelper(); + protected MalmoModClient inputController; + + // Env service: + protected MalmoEnvServer envServer; + + // Socket stuff: + protected TCPInputPoller missionPoller; + protected TCPInputPoller controlInputPoller; + protected int integratedServerPort; + String reservationID = ""; // empty if we are not reserved, otherwise "RESERVED" + the experiment ID we are reserved for. + long reservationExpirationTime = 0; + private TCPSocketChannel missionControlSocket; + + private void reserveClient(String id) + { + synchronized(this.reservationID) + { + ClientStateMachine.this.getScreenHelper().clearFragment(INFO_RESERVE_STATUS); + + // id is in the form :, where long is the length of time to keep the reservation for, + // and expID is the experimentationID used to ensure the client is reserved for the correct experiment. + int separator = id.indexOf(":"); + if (separator == -1) + { + System.out.println("Error - malformed reservation request - client will not be reserved."); + this.reservationID = ""; + } + else + { + long duration = Long.valueOf(id.substring(0, separator)); + String expID = id.substring(separator + 1); + this.reservationExpirationTime = System.currentTimeMillis() + duration; + // We don't just use the id, in case users have supplied a blank string as their experiment ID. + this.reservationID = "RESERVED" + expID; + ClientStateMachine.this.getScreenHelper().addFragment("Reserved: " + expID, TextCategory.TXT_INFO, (int)duration);//INFO_RESERVE_STATUS); + } + } + } + + private boolean isReserved() + { + synchronized(this.reservationID) + { + System.out.println("==== RES: " + this.reservationID + " - " + (this.reservationExpirationTime - System.currentTimeMillis())); + return !this.reservationID.isEmpty() && this.reservationExpirationTime > System.currentTimeMillis(); + } + } + + private boolean isAvailable(String id) + { + synchronized(this.reservationID) + { + return (this.reservationID.isEmpty() || this.reservationID.equals("RESERVED" + id) || System.currentTimeMillis() >= this.reservationExpirationTime); + } + } + + private void cancelReservation() + { + synchronized(this.reservationID) + { + this.reservationID = ""; + ClientStateMachine.this.getScreenHelper().clearFragment(INFO_RESERVE_STATUS); + } + } + + protected TCPSocketChannel getMissionControlSocket() { return this.missionControlSocket; } + + protected void createMissionControlSocket() + { + TCPUtils.LogSection ls = new TCPUtils.LogSection("Creating MissionControlSocket"); + // Set up a TCP connection to the agent: + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + if (this.missionControlSocket == null || + this.missionControlSocket.getPort() != cac.getAgentMissionControlPort() || + this.missionControlSocket.getAddress() == null || + !this.missionControlSocket.isValid() || + !this.missionControlSocket.isOpen() || + !this.missionControlSocket.getAddress().equals(cac.getAgentIPAddress())) + { + if (this.missionControlSocket != null) + this.missionControlSocket.close(); + this.missionControlSocket = new TCPSocketChannel(cac.getAgentIPAddress(), cac.getAgentMissionControlPort(), "mcp"); + } + ls.close(); + } + + public ClientStateMachine(ClientState initialState, MalmoModClient inputController) + { + super(initialState); + this.inputController = inputController; + + // Register ourself on the event busses, so we can harness the client tick: + MinecraftForge.EVENT_BUS.register(this); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_TEXT); + } + + @Override + public void clearErrorDetails() + { + super.clearErrorDetails(); + this.missionQuitCode = ""; + } + + @SubscribeEvent + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Use the client tick to ensure we regularly update our state (from the client thread) + updateState(); + } + + public ScreenHelper getScreenHelper() + { + return screenHelper; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + if (messageType == MalmoMessageType.SERVER_TEXT) + { + String chat = data.get("chat"); + if (chat != null) + Minecraft.getMinecraft().ingameGUI.getChatGUI().printChatMessageWithOptionalDeletion(new TextComponentString(chat), 1); + else + { + String text = data.get("text"); + ScreenHelper.TextCategory category = ScreenHelper.TextCategory.valueOf(data.get("category")); + String strtime = data.get("displayTime"); + Integer time = (strtime != null) ? Integer.valueOf(strtime) : null; + this.getScreenHelper().addFragment(text, category, time); + } + } + } + + @Override + protected String getName() + { + return "CLIENT"; + } + + @Override + protected void onPreStateChange(IState toState) + { + this.getScreenHelper().addFragment("CLIENT: " + toState, ScreenHelper.TextCategory.TXT_CLIENT_STATE, ""); + } + + /** + * Create the episode object for the requested state. + * + * @param state the state the mod is entering + * @return a MissionStateEpisode that localises all the logic required to run this state + */ + @Override + protected StateEpisode getStateEpisodeForState(IState state) + { + if (!(state instanceof ClientState)) + return null; + + ClientState cs = (ClientState) state; + switch (cs) { + case WAITING_FOR_MOD_READY: + return new InitialiseClientModEpisode(this); + case DORMANT: + return new DormantEpisode(this); + case CREATING_HANDLERS: + return new CreateHandlersEpisode(this); + case EVALUATING_WORLD_REQUIREMENTS: + return new EvaluateWorldRequirementsEpisode(this); + case PAUSING_OLD_SERVER: + return new PauseOldServerEpisode(this); + case CLOSING_OLD_SERVER: + return new CloseOldServerEpisode(this); + case CREATING_NEW_WORLD: + return new CreateWorldEpisode(this); + case WAITING_FOR_SERVER_READY: + return new WaitingForServerEpisode(this); + case RUNNING: + return new MissionRunningEpisode(this); + case IDLING: + return new MissionIdlingEpisode(this); + case MISSION_ENDED: + return new MissionEndedEpisode(this, MissionResult.ENDED, false, false, true); + case ERROR_DUFF_HANDLERS: + return new MissionEndedEpisode(this, MissionResult.MOD_FAILED_TO_INSTANTIATE_HANDLERS, true, true, true); + case ERROR_INTEGRATED_SERVER_UNREACHABLE: + return new MissionEndedEpisode(this, MissionResult.MOD_SERVER_UNREACHABLE, true, true, true); + case ERROR_NO_WORLD: + return new MissionEndedEpisode(this, MissionResult.MOD_HAS_NO_WORLD_LOADED, true, true, true); + case ERROR_CANNOT_CREATE_WORLD: + return new MissionEndedEpisode(this, MissionResult.MOD_FAILED_TO_CREATE_WORLD, true, true, true); + case ERROR_CANNOT_START_AGENT: // run-ons deliberate + case ERROR_LOST_AGENT: + case ERROR_LOST_VIDEO: + return new MissionEndedEpisode(this, MissionResult.MOD_HAS_NO_AGENT_AVAILABLE, true, true, false); + case ERROR_LOST_NETWORK_CONNECTION: // run-on deliberate + case ERROR_CANNOT_CONNECT_TO_SERVER: + return new MissionEndedEpisode(this, MissionResult.MOD_CONNECTION_FAILED, true, false, true); // No point trying to inform the server - we can't reach it anyway! + case ERROR_TIMED_OUT_WAITING_FOR_EPISODE_START: // run-ons deliberate + case ERROR_TIMED_OUT_WAITING_FOR_EPISODE_PAUSE: + case ERROR_TIMED_OUT_WAITING_FOR_EPISODE_CLOSE: + case ERROR_TIMED_OUT_WAITING_FOR_MISSION_END: + case ERROR_TIMED_OUT_WAITING_FOR_WORLD_CREATE: + return new MissionEndedEpisode(this, MissionResult.MOD_CONNECTION_FAILED, true, true, true); + case MISSION_ABORTED: + return new MissionEndedEpisode(this, MissionResult.MOD_SERVER_ABORTED_MISSION, true, false, true); // Don't inform the server - it already knows (we're acting on its notification) + case WAITING_FOR_SERVER_MISSION_END: + return new WaitingForServerMissionEndEpisode(this); + default: + break; + } + return null; + } + + protected MissionInit currentMissionInit() + { + return this.currentMissionInit; + } + + protected MissionBehaviour currentMissionBehaviour() + { + return this.missionBehaviour; + } + + protected class MissionInitResult + { + public MissionInit missionInit = null; + public boolean wasMissionInit = false; + public String error = null; + } + + protected MissionInitResult decodeMissionInit(String command) + { + MissionInitResult result = new MissionInitResult(); + if (command == null) + { + result.error = "Null command passed."; + return result; + } + + String rootNodeName = SchemaHelper.getRootNodeName(command); + if (rootNodeName != null && rootNodeName.equals("MissionInit")) + { + result.wasMissionInit = true; + // Attempt to decode the MissionInit XML string. + try + { + result.missionInit = (MissionInit) SchemaHelper.deserialiseObject(command, "MissionInit.xsd", MissionInit.class); + } + catch (JAXBException e) + { + System.out.println("JAXB exception: " + e); + if (e.getMessage() != null) + result.error = e.getMessage(); + else if (e.getLinkedException() != null && e.getLinkedException().getMessage() != null) + result.error = e.getLinkedException().getMessage(); + else + result.error = "Unspecified problem parsing MissionInit - check your Mission xml."; + } + catch (SAXException e) + { + System.out.println("SAX exception: " + e); + result.error = e.getMessage(); + } + catch (XMLStreamException e) + { + System.out.println("XMLStreamException: " + e); + result.error = e.getMessage(); + } + } + return result; + } + + protected boolean areMissionsEqual(Mission m1, Mission m2) + { + return true; + // FIX NEEDED - the following code fails because m1 may have been + // modified since loading - eg the MazeDecorator writes directly to the XML, + // and the use of some of the getters in the XSD-generated code can cause extra + // (empty) nodes to be added to the resulting XML. + // We need a more robust way of comparing two mission objects. + // For now, simply return true, since a false positive is less dangerous + // than a false negative. + /* + try { + String s1 = SchemaHelper.serialiseObject(m1, Mission.class); + String s2 = SchemaHelper.serialiseObject(m2, Mission.class); + return s1.compareTo(s2) == 0; + } catch( JAXBException e ) { + System.out.println("JAXB exception: " + e); + return false; + }*/ + } + + /** + * Set up the mission poller.
+ * This is called during the initialisation episode, but also needs to be + * available for other episodes in case the configuration changes, resulting + * in changes to the ports. + * + * @throws UnknownHostException + */ + protected void initialiseComms() throws UnknownHostException + { + // Start polling for missions: + if (this.missionPoller != null) + { + this.missionPoller.stopServer(); + } + + this.missionPoller = new TCPInputPoller(AddressHelper.getMissionControlPortOverride(), AddressHelper.MIN_MISSION_CONTROL_PORT, AddressHelper.MAX_FREE_PORT, true, "mcp") + { + @Override + public void onError(String error, DataOutputStream dos) + { + System.out.println("SENDING ERROR: " + error); + try + { + dos.writeInt(error.length()); + dos.writeBytes(error); + dos.flush(); + } + catch (IOException e) + { + } + } + + private void reply(String reply, DataOutputStream dos) + { + System.out.println("REPLYING WITH: " + reply); + try + { + dos.writeInt(reply.length()); + dos.writeBytes(reply); + dos.flush(); + } + catch (IOException e) + { + System.out.println("Failed to reply to message!"); + } + } + + @Override + public boolean onCommand(String command, String ipFrom, DataOutputStream dos) + { + System.out.println("Received from " + ipFrom + ":" + + command.substring(0, Math.min(command.length(), 1024))); + boolean keepProcessing = false; + + // Possible commands: + // 1: MALMO_REQUEST_CLIENT:: + // 2: MALMO_CANCEL_REQUEST + // 3: MALMO_FIND_SERVER + // 4: MALMO_KILL_CLIENT + // 5: MissionInit + + String reservePrefixGeneral = "MALMO_REQUEST_CLIENT:"; + String reservePrefix = reservePrefixGeneral + Loader.instance().activeModContainer().getVersion() + ":"; + String findServerPrefix = "MALMO_FIND_SERVER"; + String cancelRequestCommand = "MALMO_CANCEL_REQUEST"; + String killClientCommand = "MALMO_KILL_CLIENT"; + + if (command.startsWith(reservePrefix)) + { + // Reservation request. + // We either reply with MALMOOK, if we are free, or MALMOBUSY if not. + IState currentState = getStableState(); + if (currentState != null && currentState.equals(ClientState.DORMANT) && !isReserved()) + { + reserveClient(command.substring(reservePrefix.length())); + reply("MALMOOK", dos); + } + else + { + // We're busy - we can't be reserved. + reply("MALMOBUSY", dos); + } + } + else if (command.startsWith(reservePrefixGeneral)) + { + // Reservation request, but it didn't match the request we expect, above. + // This happens if the agent sending the request is running a different version of Malmo - + // a version mismatch error. + reply("MALMOERRORVERSIONMISMATCH in reservation string (Got " + command + ", expected " + reservePrefix + " - check your path for old versions of MalmoPython/MalmoJava/Malmo.lib etc)", dos); + } + else if (command.equals(cancelRequestCommand)) + { + // If we've been reserved, cancel the reservation. + if (isReserved()) + { + cancelReservation(); + reply("MALMOOK", dos); + } + else + { + // We weren't reserved in the first place - something is odd. + reply("MALMOERRORAttempt to cancel a reservation that was never made.", dos); + } + } + else if (command.startsWith(findServerPrefix)) + { + // Request to find the server for the given experiment ID. + String expID = command.substring(findServerPrefix.length()); + if (currentMissionInit() != null && currentMissionInit().getExperimentUID().equals(expID)) + { + // Our Experiment IDs match, so we are running the same experiment. + // Return the port and server IP address to the caller: + MinecraftServerConnection msc = currentMissionInit().getMinecraftServerConnection(); + if (msc == null) + reply("MALMONOSERVERYET", dos); // Mission might be starting up. + else + reply("MALMOS" + msc.getAddress().trim() + ":" + msc.getPort(), dos); + } + else + { + // We don't have a MissionInit ourselves, or we're running a different experiment, + // so we can't help. + reply("MALMONOSERVER", dos); + } + } + else if (command.equals(killClientCommand)) + { + // Kill switch provided in case AI takes over the world... + // Or, more likely, in case this Minecraft instance has become unreliable (eg if it's been running for several days) + // and needs to be replaced with a fresh instance. + // If we are currently running a mission, we gracefully decline, to prevent users from wiping out + // other users' experiments. + // We also decline unless we were launched in "replaceable" mode - a command-line switch that indicates we were + // launched by a script which is still running, and can therefore replace us when we terminate. + IState currentState = getStableState(); + if (currentState != null && currentState.equals(ClientState.DORMANT) && !isReserved()) + { + Configuration config = MalmoMod.instance.getModSessionConfigFile(); + if (config.getBoolean("replaceable", "runtype", false, "Will be replaced if killed")) + { + reply("MALMOOK", dos); + + missionPoller.stopServer(); + exitJava(); + } + else + { + reply("MALMOERRORNOTKILLABLE", dos); + } + } + else + { + // We're too busy and important to be killed. + reply("MALMOBUSY", dos); + } + } + else + { + // See if we've been sent a MissionInit message: + + MissionInitResult missionInitResult = decodeMissionInit(command); + + if (missionInitResult.wasMissionInit && missionInitResult.missionInit == null) + { + // Got sent a duff MissionInit xml - pass back the JAXB/SAXB errors. + reply("MALMOERROR" + missionInitResult.error, dos); + } + else if (missionInitResult.wasMissionInit && missionInitResult.missionInit != null) + { + MissionInit missionInit = missionInitResult.missionInit; + // We've been sent a MissionInit message. + // First, check the version number: + String platformVersion = missionInit.getPlatformVersion(); + String ourVersion = Loader.instance().activeModContainer().getVersion(); + if (platformVersion == null || !platformVersion.equals(ourVersion)) + { + reply("MALMOERRORVERSIONMISMATCH (Got " + platformVersion + ", expected " + ourVersion + " - check your path for old versions of MalmoPython/MalmoJava/Malmo.lib etc)", dos); + } + else + { + // MissionInit passed to us - this is a request to launch this mission. Can we? + IState currentState = getStableState(); + if (currentState != null && currentState.equals(ClientState.DORMANT) && isAvailable(missionInit.getExperimentUID())) + { + reply("MALMOOK", dos); + keepProcessing = true; // State machine will now process this MissionInit and start the mission. + } + else + { + // We're busy - we can't run this mission. + reply("MALMOBUSY", dos); + } + } + } + } + + return keepProcessing; + } + }; + + int mcPort = 0; + if (MalmoEnvServer.isEnv()) { + // Start up new "Env" service instead of Malmo AgentHost api. + System.out.println("***** Start MalmoEnvServer on port " + AddressHelper.getMissionControlPortOverride()); + this.envServer = new MalmoEnvServer(Loader.instance().activeModContainer().getVersion(), AddressHelper.getMissionControlPortOverride(), this.missionPoller); + Thread thread = new Thread("MalmoEnvServer") { + public void run() { + try { + envServer.serve(); + } catch (IOException ioe) { + System.out.println("MalmoEnvServer exist on " + ioe); + } + } + }; + thread.start(); + } else { + // "Legacy" AgentHost api. + this.missionPoller.start(); + mcPort = ClientStateMachine.this.missionPoller.getPortBlocking(); + } + + // Tell the address helper what the actual port is: + AddressHelper.setMissionControlPort(mcPort); + if (AddressHelper.getMissionControlPort() == -1) + { + // Failed to create a mission control port - nothing will work! + System.out.println("**** NO MISSION CONTROL SOCKET CREATED - WAS THE PORT IN USE? (Check Mod GUI options) ****"); + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Could not open a Mission Control Port - check the Mod GUI options.", TextCategory.TXT_CLIENT_WARNING, MISSING_MCP_PORT_ERROR); + } + else + { + // Clear the error string, if there was one: + ClientStateMachine.this.getScreenHelper().clearFragment(MISSING_MCP_PORT_ERROR); + } + // Display the port number: + ClientStateMachine.this.getScreenHelper().clearFragment(INFO_MCP_PORT); + if (AddressHelper.getMissionControlPort() != -1) + ClientStateMachine.this.getScreenHelper().addFragment("MCP: " + AddressHelper.getMissionControlPort(), TextCategory.TXT_INFO, INFO_MCP_PORT); + } + + public static void exitJava() { + // Give non-hard exit 10 seconds to complete and force a hard exit. + Thread deadMansHandle = new Thread(new Runnable() { + @Override + public void run() { + for (int i = 10; i > 0; i--) { + try { + Thread.sleep(1000); + System.out.println("Waiting to exit " + i + "..."); + } catch (InterruptedException e) { + System.out.println("Interrupted " + i + "..."); + } + } + + // Kill it with fire!!! + System.out.println("Attempting hard exit"); + FMLCommonHandler.instance().exitJava(0, true); + } + }); + + deadMansHandle.setDaemon(true); + deadMansHandle.start(); + + // Have to use FMLCommonHandler; direct calls to System.exit() are trapped and denied by the FML code. + FMLCommonHandler.instance().exitJava(0, false); + } + + // --------------------------------------------------------------------------------------------------------- + // Episode helpers - each extends a MissionStateEpisode to encapsulate a certain state + // --------------------------------------------------------------------------------------------------------- + + public abstract class ErrorAwareEpisode extends StateEpisode implements IMalmoMessageListener + { + protected Boolean errorFlag = false; + protected Map errorData = null; + + public ErrorAwareEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_ABORT); + } + + protected boolean pingAgent(boolean abortIfFailed) + { + if (AddressHelper.getMissionControlPort() == 0) { + // MalmoEnvServer has no server to client ping. + return true; + } + + boolean sentOkay = ClientStateMachine.this.getMissionControlSocket().sendTCPString("", 1); + if (!sentOkay) + { + // It's not available - bail. + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Lost contact with agent - aborting mission", TextCategory.TXT_CLIENT_WARNING, 10000); + if (abortIfFailed) + episodeHasCompletedWithErrors(ClientState.ERROR_LOST_AGENT, "Lost contact with the agent"); + } + return sentOkay; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + if (messageType == MalmoMod.MalmoMessageType.SERVER_ABORT) + { + synchronized (this.errorFlag) + { + this.errorFlag = true; + this.errorData = data; + // Save the error message, if there is one: + if (data != null) + { + String message = data.get("message"); + String user = data.get("username"); + String error = data.get("error"); + String report = ""; + if (user != null) + report += "From " + user + ": "; + if (error != null) + report += error; + if (message != null) + report += " (" + message + ")"; + ClientStateMachine.this.saveErrorDetails(report); + } + onAbort(data); + } + } + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_ABORT); + } + + protected boolean inAbortState() + { + synchronized (this.errorFlag) + { + return this.errorFlag; + } + } + + protected Map getErrorData() + { + synchronized (this.errorFlag) + { + return this.errorData; + } + } + + protected void onAbort(Map errorData) + { + // Default does nothing, but can be overridden. + } + } + + /** + * Helper base class that responds to the config change and updates our AddressHelper.
+ * This will also reset the mission poller. Depending on the state, more + * work may be needed (eg to recreate the command handler, etc) - it's up to + * the individual state episodes to do whatever else needs doing. + */ + abstract public class ConfigAwareStateEpisode extends ErrorAwareEpisode + { + ConfigAwareStateEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + public void onConfigChanged(OnConfigChangedEvent ev) + { + if (ev.getConfigID().equals(MalmoMod.SOCKET_CONFIGS)) + { + AddressHelper.update(MalmoMod.instance.getModSessionConfigFile()); + try + { + ClientStateMachine.this.initialiseComms(); + } + catch (UnknownHostException e) + { + // TODO What to do here? + e.printStackTrace(); + } + ScreenHelper.update(MalmoMod.instance.getModPermanentConfigFile()); + TCPUtils.update(MalmoMod.instance.getModPermanentConfigFile()); + } + } + } + + /** Initial episode - perform client setup */ + public class InitialiseClientModEpisode extends ConfigAwareStateEpisode + { + InitialiseClientModEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() throws Exception + { + ClientStateMachine.this.initialiseComms(); + + // This is necessary in order to allow user to exit the Minecraft window without halting the experiment: + GameSettings settings = Minecraft.getMinecraft().gameSettings; + settings.pauseOnLostFocus = false; + // And hook the screen helper into the ingame gui (which is responsible for overlaying chat, titles etc) - + // this has to be done after Minecraft.init(), so we do it here. + ScreenHelper.hookIntoInGameGui(); + } + + @Override + public void onRenderTick(TickEvent.RenderTickEvent ev) + { + // We wait until we start to get render ticks, at which point we assume Minecraft has finished starting up. + episodeHasCompleted(ClientState.DORMANT); + } + } + + // --------------------------------------------------------------------------------------------------------- + /** Dormant state - receptive to new missions */ + public class DormantEpisode extends ConfigAwareStateEpisode + { + private ClientStateMachine csMachine; + + protected DormantEpisode(ClientStateMachine machine) + { + super(machine); + this.csMachine = machine; + } + + @Override + protected void execute() + { + TextureHelper.init(); + + // Clear our current MissionInit state: + csMachine.currentMissionInit = null; + // Clear our current error state: + clearErrorDetails(); + // And clear out any stale commands left over from recent missions: + if (ClientStateMachine.this.controlInputPoller != null) + ClientStateMachine.this.controlInputPoller.clearCommands(); + // Finally, do some Java housekeeping: + System.gc(); + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) throws Exception + { + + Minecraft.getMinecraft().mcProfiler.startSection("malmoHandleMissionCommands"); + checkForMissionCommand(); + Minecraft.getMinecraft().mcProfiler.endSection(); + } + + private void checkForMissionCommand() throws Exception + { + if (ClientStateMachine.this.missionPoller == null) + return; + + CommandAndIPAddress comip = missionPoller.getCommandAndIPAddress(); + if (comip == null) + return; + String missionMessage = comip.command; + if (missionMessage == null || missionMessage.length() == 0) + return; + Minecraft.getMinecraft().mcProfiler.endSection(); + Minecraft.getMinecraft().mcProfiler.startSection("malmoDecodeMissionInit"); + + MissionInitResult missionInitResult = decodeMissionInit(missionMessage); + Minecraft.getMinecraft().mcProfiler.endSection(); + + MissionInit missionInit = missionInitResult.missionInit; + if (missionInit != null) + { + missionInit.getClientAgentConnection().setAgentIPAddress(comip.ipAddress); + System.out.println("Mission received: " + missionInit.getMission().getAbout().getSummary()); + csMachine.currentMissionInit = missionInit; + TimeHelper.SyncManager.numTicks = 0; + ScoreHelper.logMissionInit(missionInit); + + ClientStateMachine.this.createMissionControlSocket(); + // Move on to next state: + episodeHasCompleted(ClientState.CREATING_HANDLERS); + } + else + { + throw new Exception("Failed to get valid MissionInit object from SchemaHelper."); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Now the MissionInit XML has been decoded, the client needs to create the + * Mission Handlers. + */ + public class CreateHandlersEpisode extends ConfigAwareStateEpisode + { + protected CreateHandlersEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() throws Exception + { + // First, clear our reservation state, if we were reserved: + ClientStateMachine.this.cancelReservation(); + + // Now try creating the handlers: + try + { + if(envServer != null){ + SeedHelper.advanceNextSeed(envServer.getSeed()); + } + ClientStateMachine.this.missionBehaviour = MissionBehaviour.createAgentHandlersFromMissionInit(currentMissionInit()); + if (envServer != null) { + ClientStateMachine.this.missionBehaviour.addQuitProducer(envServer); + } + } + catch (Exception e) + { + // TODO + System.err.println("ERROR: Exception caught making agent handlers" + e.toString()); + e.printStackTrace(); + } + // Set up our command input poller. This is only checked during the MissionRunning episode, but + // it needs to be started now, so we can report the port it's using back to the agent. + TCPUtils.LogSection ls = new TCPUtils.LogSection("Initialise Command Input Poller"); + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + int requestedPort = cac.getClientCommandsPort(); + // If the requested port is 0, we dynamically allocate our own port, and feed that back to the agent. + // If the requested port is non-zero, we have to use it. + if (requestedPort != 0 && ClientStateMachine.this.controlInputPoller != null && ClientStateMachine.this.controlInputPoller.getPort() != requestedPort) + { + // A specific port has been requested, and it's not the one we are currently using, + // so we need to recreate our poller. + System.out.println("Requested command port is not the same as the input poller port; the port was not free. Stopping server."); + ClientStateMachine.this.controlInputPoller.stopServer(); + ClientStateMachine.this.controlInputPoller = null; + } + if (ClientStateMachine.this.controlInputPoller == null) + { + if (requestedPort == 0) + ClientStateMachine.this.controlInputPoller = new TCPInputPoller(AddressHelper.MIN_FREE_PORT, AddressHelper.MAX_FREE_PORT, true, "com"); + else + ClientStateMachine.this.controlInputPoller = new TCPInputPoller(requestedPort, "com"); + System.out.println("Starting command server."); + ClientStateMachine.this.controlInputPoller.start(); + } + // Make sure the cac is up-to-date: + cac.setClientCommandsPort(ClientStateMachine.this.controlInputPoller.getPortBlocking()); + ls.close(); + + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + // Set the agent's name as the current username: + List agents = currentMissionInit().getMission().getAgentSection(); + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + AuthenticationHelper.setPlayerName(Minecraft.getMinecraft().getSession(), agentName); + // If the player's profile properties are empty, MC will keep pinging the Minecraft session service + // to fill them, resulting in multiple http requests and grumpy responses from the server + // (see https://github.com/Microsoft/malmo/issues/568). + // To prevent this, we add a dummy property. + Minecraft.getMinecraft().getProfileProperties().put("dummy", new Property("dummy", "property")); + // Handlers and poller created successfully; proceed to next stage of loading. + // We will either need to connect to an existing server, or to start + // a new integrated server ourselves, depending on our role. + // For now, assume that the mod with role 0 is responsible for the server. + if (currentMissionInit().getClientRole() == 0) + { + // We are responsible for the server - investigate what needs to happen next: + episodeHasCompleted(ClientState.EVALUATING_WORLD_REQUIREMENTS); + } + else + { + // We may need to connect to a server. + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_READY); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Attempt to connect to a server. Wait until connection is established. + */ + public class WaitingForServerEpisode extends ConfigAwareStateEpisode + { + String agentName; + int ticksUntilNextPing = 0; + int totalTicks = 0; + boolean waitingForChunk = false; + boolean waitingForPlayer = true; + + protected WaitingForServerEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_ALLPLAYERSJOINED); + } + + private boolean isChunkReady() + { + // First, find the starting position we ought to have: + List agents = currentMissionInit().getMission().getAgentSection(); + if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + return true; // This should never happen. + AgentSection as = agents.get(currentMissionInit().getClientRole()); + if (as.getAgentStart() != null && as.getAgentStart().getPlacement() != null) + { + PosAndDirection pos = as.getAgentStart().getPlacement(); + int x = MathHelper.floor(pos.getX().doubleValue()) >> 4; + int z = MathHelper.floor(pos.getZ().doubleValue()) >> 4; + // Now get the chunk we should be starting in: + IChunkProvider chunkprov = Minecraft.getMinecraft().world.getChunkProvider(); + EntityPlayerSP player = Minecraft.getMinecraft().player; + if (player.addedToChunk) + { + // Our player is already added to a chunk - is it the right one? + Chunk actualChunk = chunkprov.provideChunk(player.chunkCoordX, player.chunkCoordZ); + Chunk requestedChunk = chunkprov.provideChunk(x, z); + if (actualChunk == requestedChunk && actualChunk != null && !actualChunk.isEmpty()) + { + // We're in the right chunk, and it's not an empty chunk. + // We're ready to proceed, but first set our client positions to where we ought to be. + // The server should be doing this too, but there's no harm (probably) in doing it ourselves. + player.posX = pos.getX().doubleValue(); + player.posY = pos.getY().doubleValue(); + player.posZ = pos.getZ().doubleValue(); + return true; + } + } + return false; // Our starting position has been specified, but it's not yet ready. + } + return true; // No starting position specified, so doesn't matter where we start. + } + + @Override + protected void onClientTick(ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + if (this.waitingForPlayer) + { + if (Minecraft.getMinecraft().player != null) + { + this.waitingForPlayer = false; + handleLan(); + } + else + return; + } + + totalTicks++; + + if (ticksUntilNextPing == 0) + { + // Tell the server what our agent name is. + // We do this repeatedly, because the server might not yet be listening. + if (Minecraft.getMinecraft().player != null && !this.waitingForChunk) + { + HashMap map = new HashMap(); + map.put("agentname", agentName); + map.put("username", Minecraft.getMinecraft().player.getName()); + currentMissionBehaviour().appendExtraServerInformation(map); + System.out.println("***Telling server we are ready - " + agentName); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTREADY, 0, map)); + } + + // We also ping our agent, just to check it is still available: + pingAgent(true); // Will abort to an error state if client unavailable. + + ticksUntilNextPing = 10; // Try again in ten ticks. + } + else + { + ticksUntilNextPing--; + } + + if (this.waitingForChunk) + { + // The server is ready, we're just waiting for our chunk to appear. + if (isChunkReady()) + proceed(); + } + + List agents = currentMissionInit().getMission().getAgentSection(); + boolean completedWithErrors = false; + + if (agents.size() > 1 && currentMissionInit().getClientRole() != 0) + { + // We are waiting to join an out-of-process server. Need to pay attention to what happens - + // if we can't join, for any reason, we should abort the mission. + GuiScreen screen = Minecraft.getMinecraft().currentScreen; + if (screen != null && screen instanceof GuiDisconnected) { + // Disconnected screen appears when something has gone wrong. + // Would be nice to grab the reason from the screen, but it's a private member. + // (Can always use reflection, but it's so inelegant.) + String msg = "Unable to connect to Minecraft server in multi-agent mission."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CONNECT_TO_SERVER, msg); + completedWithErrors = true; + } + } + + if (!completedWithErrors && totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for server episode to start."; + TCPUtils.Log(Level.SEVERE, msg); + // AOG - If we have timed out waiting for the server to be ready, then the + // MalmoEnvServer is also likely stuck trying to handle a peek request from + // Python client. We need to signal the env server should abort the request + // so that the client detects the error and can retry. + if (envServer != null) { + envServer.abort(); + } + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_EPISODE_START, msg); + } + } + + @Override + protected void execute() throws Exception + { + totalTicks = 0; + + Minecraft.getMinecraft().displayGuiScreen(null); // Clear any menu screen that might confuse things. + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + //if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + // throw new Exception("No agent section for us!"); // TODO + this.agentName = agents.get(currentMissionInit().getClientRole()).getName(); + + if (agents.size() > 1 && currentMissionInit().getClientRole() != 0) + { + // Multi-agent mission, we should be joining a server. + // (Unless we are already on the correct server.) + String address = currentMissionInit().getMinecraftServerConnection().getAddress().trim(); + int port = currentMissionInit().getMinecraftServerConnection().getPort(); + String targetIP = address + ":" + port; + System.out.println("We should be joining " + targetIP); + EntityPlayerSP player = Minecraft.getMinecraft().player; + boolean namesMatch = (player == null) || Minecraft.getMinecraft().player.getName().equals(this.agentName); + if (!namesMatch) + { + // The name of our agent no longer matches the agent in our game profile - + // safest way to update is to log out and back in again. + // This hangs so just warn instead about the miss-match and proceed. + TCPUtils.Log(Level.WARNING,"Agent name does not match agent in game."); + // Minecraft.getMinecraft().world.sendQuittingDisconnectingPacket(); + // Minecraft.getMinecraft().loadWorld((WorldClient)null); + } + if (Minecraft.getMinecraft().getCurrentServerData() == null || !Minecraft.getMinecraft().getCurrentServerData().serverIP.equals(targetIP)) + { + net.minecraftforge.fml.client.FMLClientHandler.instance().connectToServerAtStartup(address, port); + } + this.waitingForPlayer = false; + } + } + + protected void handleLan() + { + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + //if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + // throw new Exception("No agent section for us!"); // TODO + this.agentName = agents.get(currentMissionInit().getClientRole()).getName(); + + if (agents.size() > 1 && currentMissionInit().getClientRole() == 0) // Multi-agent mission - make sure the server is open to the LAN: + { + MinecraftServerConnection msc = new MinecraftServerConnection(); + String address = currentMissionInit().getClientAgentConnection().getClientIPAddress(); + // Do we need to open to LAN? + if (Minecraft.getMinecraft().isSingleplayer() && !Minecraft.getMinecraft().getIntegratedServer().getPublic()) + { + String portstr = Minecraft.getMinecraft().getIntegratedServer().shareToLAN(GameType.SURVIVAL, true); // Set to true to stop spam kicks. + ClientStateMachine.this.integratedServerPort = Integer.valueOf(portstr); + } + + TCPUtils.Log(Level.INFO,"Integrated server port: " + ClientStateMachine.this.integratedServerPort); + msc.setPort(ClientStateMachine.this.integratedServerPort); + msc.setAddress(address); + + if (envServer != null) { + envServer.notifyIntegrationServerStarted(ClientStateMachine.this.integratedServerPort); + } + currentMissionInit().setMinecraftServerConnection(msc); + } + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + + if (messageType != MalmoMessageType.SERVER_ALLPLAYERSJOINED) + return; + + List handlers = new ArrayList(); + for (Entry entry : data.entrySet()) + { + if (entry.getKey().equals("startPosition")) + { + try + { + String[] parts = entry.getValue().split(":"); + Float x = Float.valueOf(parts[0]); + Float y = Float.valueOf(parts[1]); + Float z = Float.valueOf(parts[2]); + // Find the starting position we ought to have: + List agents = currentMissionInit().getMission().getAgentSection(); + if (agents != null && agents.size() > currentMissionInit().getClientRole()) + { + // And write this new position into it: + AgentSection as = agents.get(currentMissionInit().getClientRole()); + AgentStart startSection = as.getAgentStart(); + if (startSection != null) + { + PosAndDirection pos = startSection.getPlacement(); + if (pos == null) + pos = new PosAndDirection(); + pos.setX(new BigDecimal(x)); + pos.setY(new BigDecimal(y)); + pos.setZ(new BigDecimal(z)); + startSection.setPlacement(pos); + as.setAgentStart(startSection); + } + } + } + catch (Exception e) + { + System.out.println("Couldn't interpret position data"); + } + } + else + { + String extraHandler = entry.getValue(); + if (extraHandler != null && extraHandler.length() > 0) + { + try + { + Class handlerClass = Class.forName(entry.getKey()); + Object handler = SchemaHelper.deserialiseObject(extraHandler, "MissionInit.xsd", handlerClass); + handlers.add(handler); + } + catch (Exception e) + { + System.out.println("Error trying to create extra handlers: " + e); + // Do something... like episodeHasCompletedWithErrors(nextState, error)? + } + } + } + } + if (!handlers.isEmpty()) + currentMissionBehaviour().addExtraHandlers(handlers); + this.waitingForChunk = true; + } + + private void proceed() + { + // The server is ready, so send our MissionInit back to the agent and go! + // We launch the agent by sending it the MissionInit message we were sent + // (but with the Launcher's IP address included) + String xml = null; + boolean sentOkay = false; + String errorReport = ""; + try + { + xml = SchemaHelper.serialiseObject(currentMissionInit(), MissionInit.class); + if (AddressHelper.getMissionControlPort() == 0) { + if (envServer != null) { + // TODO MalmoEnvServer <- Running + } + sentOkay = true; + } else { + sentOkay = ClientStateMachine.this.getMissionControlSocket().sendTCPString(xml, 1); + } + } + catch (JAXBException e) + { + errorReport = e.getMessage(); + } + if (sentOkay) + episodeHasCompleted(ClientState.RUNNING); + else + { + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Could not contact agent to start mission - mission will abort.", TextCategory.TXT_CLIENT_WARNING, 10000); + if (!errorReport.isEmpty()) + { + ClientStateMachine.this.getScreenHelper().addFragment("ERROR DETAILS: " + errorReport, TextCategory.TXT_CLIENT_WARNING, 10000); + errorReport = ": " + errorReport; + } + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_START_AGENT, "Failed to send MissionInit back to agent" + errorReport); + } + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_ALLPLAYERSJOINED); + } + } + + /** + * Wait for the server to decide the mission has ended.
+ * We're not allowed to return to dormant until the server decides everyone can. + */ + public class WaitingForServerMissionEndEpisode extends ConfigAwareStateEpisode + { + protected WaitingForServerMissionEndEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_MISSIONOVER); + } + + @Override + protected void execute() throws Exception + { + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + throw new Exception("No agent section for us!"); // TODO + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + + // Now send a message to the server saying that we are ready: + HashMap map = new HashMap(); + map.put("agentname", agentName); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTSTOPPED, 0, map)); + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + if (messageType == MalmoMessageType.SERVER_MISSIONOVER) + episodeHasCompleted(ClientState.DORMANT); + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_MISSIONOVER); + } + + @Override + protected void onAbort(Map errorData) + { + episodeHasCompleted(ClientState.MISSION_ABORTED); + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Depending on the basemap provided, either begin to perform a full world + * load, or reset the current world + */ + public class EvaluateWorldRequirementsEpisode extends ConfigAwareStateEpisode + { + EvaluateWorldRequirementsEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + // We are responsible for creating the server, if required. + // This means we need access to the server's MissionHandlers: + MissionBehaviour serverHandlers = null; + try + { + serverHandlers = MissionBehaviour.createServerHandlersFromMissionInit(currentMissionInit()); + } + catch (Exception e) + { + episodeHasCompletedWithErrors(ClientState.ERROR_DUFF_HANDLERS, "Could not create server mission handlers: " + e.getMessage()); + } + + World world = null; + if (Minecraft.getMinecraft().getIntegratedServer() != null) + world = Minecraft.getMinecraft().getIntegratedServer().getEntityWorld(); + + boolean needsNewWorld = serverHandlers != null && serverHandlers.worldGenerator != null && serverHandlers.worldGenerator.shouldCreateWorld(currentMissionInit(), world); + boolean worldCurrentlyExists = world != null; + if (worldCurrentlyExists) + { + // If a world already exists, we need to check that our requested agent name matches the name + // of the player. If not, the safest thing to do is start a new server. + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + if (Minecraft.getMinecraft().player != null) + { + if (!Minecraft.getMinecraft().player.getName().equals(agentName)) + needsNewWorld = true; + } + } + if (needsNewWorld && worldCurrentlyExists) + { + // We want a new world, and there is currently a world running, + // so we need to kill the current world. + episodeHasCompleted(ClientState.PAUSING_OLD_SERVER); + } + else if (needsNewWorld && !worldCurrentlyExists) + { + // We want a new world, and there is currently nothing running, + // so jump to world creation: + episodeHasCompleted(ClientState.CREATING_NEW_WORLD); + } + else if (!needsNewWorld && worldCurrentlyExists) + { + // We don't want a new world, and we can use the current one - + // but we own the server, so we need to pass it the new mission init: + Minecraft.getMinecraft().getIntegratedServer().addScheduledTask(new Runnable() + { + @Override + public void run() + { + try + { + MalmoMod.instance.sendMissionInitDirectToServer(currentMissionInit); + } + catch (Exception e) + { + episodeHasCompletedWithErrors(ClientState.ERROR_INTEGRATED_SERVER_UNREACHABLE, "Could not send MissionInit to our integrated server: " + e.getMessage()); + } + } + }); + // Skip all the map loading stuff and go straight to waiting for the server: + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_READY); + } + else if (!needsNewWorld && !worldCurrentlyExists) + { + // Mission has requested no new world, but there is no current world to play in - this is an error: + episodeHasCompletedWithErrors(ClientState.ERROR_NO_WORLD, "We have no world to play in - check that your ServerHandlers section contains a world generator"); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Pause the old server. It's vital that we do this, otherwise it will + * respond to the quit disconnect package straight away and kill the server + * thread, which means there will be no server to respond to the loadWorld + * code. (This was the cause of the infamous "Holder Lookups" hang.) + */ + public class PauseOldServerEpisode extends ConfigAwareStateEpisode + { + int serverTickCount = 0; + int clientTickCount = 0; + int totalTicks = 0; + + PauseOldServerEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + serverTickCount = 0; + clientTickCount = 0; + totalTicks = 0; + + if (Minecraft.getMinecraft().getIntegratedServer() != null && Minecraft.getMinecraft().world != null) + { + // If the integrated server has been opened to the LAN, we won't be able to pause it. + // To get around this, we need to make it think it's not open, by modifying its isPublic flag. + if (Minecraft.getMinecraft().getIntegratedServer().getPublic()) + { + if (!killPublicFlag(Minecraft.getMinecraft().getIntegratedServer())) + { + // Can't pause, don't want to risk the hang - so bail. + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CREATE_WORLD, "Can not pause the old server since it's open to LAN; no way to safely create new world."); + } + } + + Minecraft.getMinecraft().displayGuiScreen(new GuiIngameMenu()); + } + } + + private boolean killPublicFlag(IntegratedServer server) + { + // Are we in a dev environment? + boolean devEnv = (Boolean) Launch.blackboard.get("fml.deobfuscatedEnvironment"); + // We need to know, because the member name will either be obfuscated or not. + String isPublicMemberName = devEnv ? "isPublic" : "field_71346_p"; + // NOTE: obfuscated name may need updating if Forge changes. + Field isPublic; + try + { + isPublic = IntegratedServer.class.getDeclaredField(isPublicMemberName); + isPublic.setAccessible(true); + isPublic.set(server, false); + return true; + } + catch (SecurityException e) + { + e.printStackTrace(); + } + catch (IllegalAccessException e) + { + e.printStackTrace(); + } + catch (IllegalArgumentException e) + { + e.printStackTrace(); + } + catch (NoSuchFieldException e) + { + e.printStackTrace(); + } + return false; + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + // We need to make sure that both the client and server have paused, + // otherwise we are still susceptible to the "Holder Lookups" hang. + + // Since the server sets its pause state in response to the client's pause state, + // and it only performs this check once, at the top of its tick method, + // to be sure that the server has had time to set the flag correctly we need to make sure + // that at least one server tick method has *started* since the flag was set. + // We can't do this by catching the onServerTick events, since we don't receive them when the game is paused. + + // The following code makes use of the fact that the server both locks and empties the server's futureQueue, + // every time through the server tick method. + // This locking means that if the client - which needs to wait on the lock - + // tries to add an event to the queue in response to an event on the queue being executed, + // the newly added event will have to happen in a subsequent tick. + if ((Minecraft.getMinecraft().isGamePaused() || Minecraft.getMinecraft().player == null) && ev != null && ev.phase == Phase.END && this.clientTickCount == this.serverTickCount && this.clientTickCount <= 2) + { + this.clientTickCount++; // Increment our count, and wait for the server to catch up. + Minecraft.getMinecraft().getIntegratedServer().addScheduledTask(new Runnable() + { + public void run() + { + // Increment the server count. + PauseOldServerEpisode.this.serverTickCount++; + } + }); + } + + if (this.serverTickCount > 2) { + episodeHasCompleted(ClientState.CLOSING_OLD_SERVER); + } else if (++totalTicks > WAIT_MAX_TICKS) { + String msg = "Too long waiting for server episode to pause."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_EPISODE_PAUSE, msg); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Send a disconnecting message to the current server - sent before attempting to load a new world. + */ + public class CloseOldServerEpisode extends ConfigAwareStateEpisode + { + int totalTicks; + + CloseOldServerEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + totalTicks = 0; + + if (Minecraft.getMinecraft().world != null) + { + // If the Minecraft server isn't paused at this point, + // then the following line will cause the server thread to exit... + Minecraft.getMinecraft().world.sendQuittingDisconnectingPacket(); + // ...in which case the next line will hang. + Minecraft.getMinecraft().loadWorld((WorldClient) null); + // Must display the GUI or Minecraft will attempt to access a non-existent player in the client tick. + Minecraft.getMinecraft().displayGuiScreen(new GuiMainMenu()); + + // Allow shutdown messages to flow through. + try { + Thread.sleep(10000); + } catch (InterruptedException ie) { + } + } + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + if (ev.phase == Phase.END) + episodeHasCompleted(ClientState.CREATING_NEW_WORLD); + + if (++totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for server episode to close."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_EPISODE_CLOSE, msg); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Attempt to create a world. + */ + public class CreateWorldEpisode extends ConfigAwareStateEpisode + { + boolean serverStarted = false; + boolean worldCreated = false; + int totalTicks = 0; + + CreateWorldEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + try + { + totalTicks = 0; + + // We need to use the server's MissionHandlers here: + MissionBehaviour serverHandlers = MissionBehaviour.createServerHandlersFromMissionInit(currentMissionInit()); + if (serverHandlers != null && serverHandlers.worldGenerator != null) + { + if (serverHandlers.worldGenerator.createWorld(currentMissionInit())) + { + this.worldCreated = true; + if (Minecraft.getMinecraft().getIntegratedServer() != null) + Minecraft.getMinecraft().getIntegratedServer().setOnlineMode(false); + } + else + { + // World has not been created. + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CREATE_WORLD, "Server world-creation handler failed to create a world: " + serverHandlers.worldGenerator.getErrorDetails()); + } + } + } + catch (Exception e) + { + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CREATE_WORLD, "Server world-creation handler failed to create a world: " + e.getMessage()); + } + } + + @Override + protected void onServerTick(ServerTickEvent ev) + { + if (this.worldCreated && !this.serverStarted) + { + // The server has started ticking - we can set up its state machine, + // and move on to the next state in our own machine. + this.serverStarted = true; + MalmoMod.instance.initIntegratedServer(currentMissionInit()); // Needs to be done from the server thread. + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_READY); + } + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + if (++totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for world to be created."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_WORLD_CREATE, msg); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * State in which an agent has finished the mission, but is waiting for the server to draw stumps. + */ + public class MissionIdlingEpisode extends ConfigAwareStateEpisode + { + int totalTicks = 0; + + protected MissionIdlingEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + } + + @Override + protected void execute() + { + totalTicks = 0; + TimeHelper.SyncManager.numTicks = 0; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + // This message will be sent to us once the server has decided the mission is over. + if (messageType == MalmoMessageType.SERVER_STOPAGENTS) + episodeHasCompleted(ClientState.MISSION_ENDED); + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + ++totalTicks; + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * State in which a mission is running.
+ * This state is ended by the death of the player or by the IWantToQuit + * handler, or by the server declaring the mission is over. + */ + public class MissionRunningEpisode extends ConfigAwareStateEpisode implements VideoProducedObserver + { + public static final int FailedTCPSendCountTolerance = 3; // Number of TCP timeouts before we cancel the mission + + protected MissionRunningEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_GO); + } + + boolean serverHasFiredStartingPistol = false; + boolean playerDied = false; + private int failedTCPRewardSendCount = 0; + private int failedTCPObservationSendCount = 0; + private boolean wantsToQuit = false; // We have decided our mission is at an end + private List videoHooks = new ArrayList(); + private String quitCode = ""; + private TCPSocketChannel observationSocket = null; + private TCPSocketChannel rewardSocket = null; + private long lastPingSent = 0; + private long pingFrequencyMs = 1000; + private boolean shouldMissionEnd = false; + private long frameTimestamp = 0; + + public void frameProduced() { + this.frameTimestamp = System.currentTimeMillis(); + } + + protected void onMissionStarted() + { + frameTimestamp = 0; + + // Open our communication channels: + openSockets(); + + this.shouldMissionEnd = false; + // Tell the server we have started: + HashMap map = new HashMap(); + map.put("username", Minecraft.getMinecraft().player.getName()); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTRUNNING, 0, map)); + + // Set up our mission handlers: + if (currentMissionBehaviour().commandHandler != null) + { + currentMissionBehaviour().commandHandler.install(currentMissionInit()); + currentMissionBehaviour().commandHandler.setOverriding(true); + } + + if (currentMissionBehaviour().observationProducer != null) + currentMissionBehaviour().observationProducer.prepare(currentMissionInit()); + + if (currentMissionBehaviour().quitProducer != null) + currentMissionBehaviour().quitProducer.prepare(currentMissionInit()); + + if (currentMissionBehaviour().rewardProducer != null) + currentMissionBehaviour().rewardProducer.prepare(currentMissionInit()); + + if (currentMissionBehaviour().performanceProducer != null) + currentMissionBehaviour().performanceProducer.prepare(currentMissionInit()); + + // Disable the gui for the episode! + Minecraft.getMinecraft().gameSettings.hideGUI = true; + + for (IVideoProducer videoProducer : currentMissionBehaviour().videoProducers) + { + VideoHook hook = new VideoHook(); + this.videoHooks.add(hook); + frameProduced(); + hook.start(currentMissionInit(), videoProducer, this, envServer); + } + + // Make sure we have mouse control: + ClientStateMachine.this.inputController.setInputType(InputType.AI); + Minecraft.getMinecraft().inGameHasFocus = true; // Otherwise auto-repeat won't work for mouse clicks. + + // Overclocking: + ModSettings modsettings = currentMissionInit().getMission().getModSettings(); + if (modsettings != null && modsettings.getMsPerTick() != null) + TimeHelper.setMinecraftClientClockSpeed(1000 / modsettings.getMsPerTick()); + if (modsettings != null && modsettings.isPrioritiseOffscreenRendering() == Boolean.TRUE) + TimeHelper.displayGranularityMs = 1000; + TimeHelper.unpause(); + + // Synchronization + if (envServer != null){ + if(!envServer.doIWantToQuit(currentMissionInit())){ + TimeHelper.SyncManager.setSynchronous(envServer.isSynchronous()); + } else { + TimeHelper.SyncManager.setSynchronous(false); + } + } + } + + protected void onMissionEnded(IState nextState, String errorReport) + { + //Send the final data associated with the misson here. + this.shouldMissionEnd = false; + sendData(true); + + // Tidy up our mission handlers: + if (currentMissionBehaviour().rewardProducer != null) + currentMissionBehaviour().rewardProducer.cleanup(); + + if (currentMissionBehaviour().quitProducer != null) + currentMissionBehaviour().quitProducer.cleanup(); + + if (currentMissionBehaviour().observationProducer != null) + currentMissionBehaviour().observationProducer.cleanup(); + + if (currentMissionBehaviour().commandHandler != null) + { + currentMissionBehaviour().commandHandler.setOverriding(false); + currentMissionBehaviour().commandHandler.deinstall(currentMissionInit()); + } + + if (AddressHelper.getMissionControlPort() == 0) { + if (envServer != null) { + byte[] obs = envServer.getObservation(false); + envServer.endMission(); + } + } + + // Close our communication channels: + closeSockets(); + + for (VideoHook hook : this.videoHooks) + hook.stop(ClientStateMachine.this.missionEndedData); + + + // Disable the gui for the episode! + Minecraft.getMinecraft().gameSettings.hideGUI = false; + + // Return Minecraft speed to "normal": + TimeHelper.SyncManager.setPistolFired(false); + TimeHelper.setMinecraftClientClockSpeed(20); + TimeHelper.displayGranularityMs = 0; + TimeHelper.unpause(); + TimeHelper.SyncManager.setSynchronous(false); + + ClientStateMachine.this.missionQuitCode = this.quitCode; + if (errorReport != null) + episodeHasCompletedWithErrors(nextState, errorReport); + else + episodeHasCompleted(nextState); + } + + @Override + protected void execute() + { + onMissionStarted(); + } + + @Override + public void onClientTick(ClientTickEvent event) + { + // If we aren't performing synchronous ticking use the client Tick to handle updates + if(!TimeHelper.SyncManager.isSynchronous()){ + onTick(false, event.phase); + } + } + + @Override + public void onSyncTick(SyncTickEvent ev){ + // If we are performing synchronous ticking + onTick(true, ev.pos); + } + + private synchronized void onTick(Boolean synchronous, TickEvent.Phase phase){ + // TimeHelper.SyncManager.debugLog("[CLIENT_STATE_MACHINE] " + phase.toString()); + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + onMissionEnded(ClientState.MISSION_ABORTED, "Mission was aborted by server: " + ClientStateMachine.this.getErrorDetails()); + // Check to see whether we've been kicked from the server. + NetHandlerPlayClient npc = Minecraft.getMinecraft().getConnection(); + if(npc == null){ + if(this.serverHasFiredStartingPistol){ + onMissionEnded(ClientState.ERROR_LOST_NETWORK_CONNECTION, "Server was closed"); + return; + } + } + else{ + NetworkManager netman = npc.getNetworkManager(); + if (netman != null && !netman.hasNoChannel() && !netman.isChannelOpen()) + { + // Connection has been lost. + onMissionEnded(ClientState.ERROR_LOST_NETWORK_CONNECTION, "Client was kicked from server - " + netman.getExitMessage().getUnformattedText()); + } + + } + + // Check we are still in touch with the agent: + if (System.currentTimeMillis() > this.lastPingSent + this.pingFrequencyMs) + { + this.lastPingSent = System.currentTimeMillis(); + // Ping the agent - if serverHasFiredStartingPistol is true, we don't need to abort - + // we can simply set the wantsToQuit flag and end the mission cleanly. + // If serverHasFiredStartingPistol is false, then the mission isn't yet running, and + // setting the quit flag will do nothing - so we need to abort. + if (!pingAgent(false)) + { + if (!this.serverHasFiredStartingPistol){ + onMissionEnded(ClientState.ERROR_LOST_AGENT, "Lost contact with the agent"); + return; + } + else + { + System.out.println("Error - agent is not responding to pings."); + this.wantsToQuit = true; + this.quitCode = MalmoMod.AGENT_UNRESPONSIVE_CODE; + } + } + } + + + if (this.frameTimestamp != 0 && (System.currentTimeMillis() - this.frameTimestamp > VIDEO_MAX_WAIT) && !synchronous) { + System.out.println("No video produced recently. Aborting mission."); + if (!this.serverHasFiredStartingPistol) + onMissionEnded(ClientState.ERROR_LOST_VIDEO, "No video produced recently."); + else + { + System.out.println("Error - not receiving video."); + this.wantsToQuit = true; + this.quitCode = MalmoMod.VIDEO_UNRESPONSIVE_CODE; + } + } + + if(Minecraft.getMinecraft().world == null){ + if(this.serverHasFiredStartingPistol){ + onMissionEnded(ClientState.ERROR_NO_WORLD, "No world for client. Must be in main menu"); + } + + return; + + } + // Check here to see whether the player has died or not: + if (!this.playerDied && Minecraft.getMinecraft().player.isDead) + { + this.playerDied = true; + this.quitCode = MalmoMod.AGENT_DEAD_QUIT_CODE; + } + + // Although we only arrive in this episode once the server has determined that all clients are ready to go, + // the server itself waits for all clients to begin running before it enters the running state itself. + // This creates a small vulnerability, since a running client could theoretically *finish* its mission + // before the server manages to *start*. + // (This has potentially disastrous effects for the state machine, and is easy to reproduce by, + // for example, setting the start point and goal of the mission to the same coordinates.) + + // To guard against this happening, although we are running, we don't act on anything - + // we don't check for commands, or send observations or rewards - until we get the SERVER_GO signal, + // which is sent once the server's running episode has started. + + + TimeHelper.SyncManager.setPistolFired(this.serverHasFiredStartingPistol); + if (!this.serverHasFiredStartingPistol){ + return; + } + + // Perhaps the race condition could be that synchronous is then set to false when the quit command is recieved! + if(synchronous && phase == Phase.START){ + checkForControlCommand(); + } + if (phase == Phase.END) + { + + + // Check whether or not we want to quit: + IWantToQuit quitHandler = (currentMissionBehaviour() != null) ? currentMissionBehaviour().quitProducer : null; + boolean quitHandlerFired = (quitHandler != null && quitHandler.doIWantToQuit(currentMissionInit())); + if (quitHandlerFired || this.wantsToQuit || this.playerDied || this.shouldMissionEnd) + { + if (quitHandlerFired) + { + this.quitCode = quitHandler.getOutcome(); + } + try + { + // Save the quit code for anything that needs it: + MalmoMod.getPropertiesForCurrentThread().put("QuitCode", this.quitCode); + } + catch (Exception e) + { + System.out.println("Failed to get properties - final reward may go missing."); + } + + // Get the final reward data: + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + // if (currentMissionBehaviour() != null && currentMissionBehaviour().rewardProducer != null && cac != null) + // currentMissionBehaviour().rewardProducer.getReward(currentMissionInit(), ClientStateMachine.this.finalReward); + + // Now send a message to the server saying that we have finished our mission: + List agents = currentMissionInit().getMission().getAgentSection(); + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + HashMap map = new HashMap(); + map.put("agentname", agentName); + map.put("username", Minecraft.getMinecraft().player.getName()); + map.put("quitcode", this.quitCode); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTFINISHEDMISSION, 0, map)); + + onMissionEnded(ClientState.MISSION_ABORTED, null); + } + else + { + // If in the case that we are asynchronous, do this + // wack stuff of checking input at the end of a tick... + if(!synchronous){ + + checkForControlCommand(); + } + + // Send off observation and reward data: + // And see if we have any incoming commands to act upon: + sendData(false); + } + } + } + + private void openSockets() + { + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + this.observationSocket = new TCPSocketChannel(cac.getAgentIPAddress(), cac.getAgentObservationsPort(), "obs"); + this.rewardSocket = new TCPSocketChannel(cac.getAgentIPAddress(), cac.getAgentRewardsPort(), "rew"); + } + + private void closeSockets() + { + this.observationSocket.close(); + this.rewardSocket.close(); + } + + private void sendData(boolean done) + { + TCPUtils.LogSection ls = new TCPUtils.LogSection("Sending data"); + + Minecraft.getMinecraft().mcProfiler.startSection("malmoSendData"); + // Create the observation data: + String data = ""; + Minecraft.getMinecraft().mcProfiler.startSection("malmoGatherObservationJSON"); + + if (currentMissionBehaviour() != null && currentMissionBehaviour().observationProducer != null) + { + JsonObject json = new JsonObject(); + currentMissionBehaviour().observationProducer.writeObservationsToJSON(json, currentMissionInit()); + data = json.toString(); + } + Minecraft.getMinecraft().mcProfiler.endSection(); //malmogatherjson + Minecraft.getMinecraft().mcProfiler.startSection("malmoSendTCPObservations"); + + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + + if (data != null && data.length() > 2 && cac != null) // An empty json string will be "{}" (length 2) - don't send these. + { + // TimeHelper.SyncManager.debugLog("[CLIENT_STATE_MACHINE INFO] " + Integer.toString(AddressHelper.getMissionControlPort())); + if (AddressHelper.getMissionControlPort() == 0) { + if (envServer != null) { + // TODO wierd, aren't we doing this? + envServer.observation(data); + } + } else { + // Bung the whole shebang off via TCP: + if (this.observationSocket.sendTCPString(data)) { + this.failedTCPObservationSendCount = 0; + } else { + // Failed to send observation message. + this.failedTCPObservationSendCount++; + TCPUtils.Log(Level.WARNING, "Observation signal delivery failure count at " + this.failedTCPObservationSendCount); + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Agent missed observation signal", TextCategory.TXT_CLIENT_WARNING, 5000); + } + } + } + Minecraft.getMinecraft().mcProfiler.endSection(); //malmotcp + Minecraft.getMinecraft().mcProfiler.startSection("malmoGatherRewardSignal"); + + // Now create the reward signal: + if (currentMissionBehaviour() != null && currentMissionBehaviour().rewardProducer != null && cac != null) + { + MultidimensionalReward reward = new MultidimensionalReward(); + currentMissionBehaviour().rewardProducer.getReward(currentMissionInit(), reward); + + if (!reward.isEmpty()) + { + + String strReward = reward.getAsSimpleString(); + Minecraft.getMinecraft().mcProfiler.startSection("malmoSendTCPReward"); + + ScoreHelper.logReward(strReward); + + if (AddressHelper.getMissionControlPort() == 0) { + // MalmoEnvServer - reward + if (envServer != null) { + envServer.addRewards(reward.getRewardTotal()); + } + } else { + if (this.rewardSocket.sendTCPString(strReward)) { + this.failedTCPRewardSendCount = 0; // Reset the count of consecutive TCP failures. + } else { + // Failed to send TCP message - probably because the agent has quit under our feet. + // (This happens a lot when developing a Python agent - the developer has no easy way to quit + // the agent cleanly, so tends to kill the process.) + this.failedTCPRewardSendCount++; + TCPUtils.Log(Level.WARNING, "Reward signal delivery failure count at " + this.failedTCPRewardSendCount); + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Agent missed reward signal", TextCategory.TXT_CLIENT_WARNING, 5000); + } + } + + Minecraft.getMinecraft().mcProfiler.endSection(); //sendTCP reward. + } + if (currentMissionBehaviour().performanceProducer != null) + currentMissionBehaviour().performanceProducer.step(reward.getRewardTotal(), done); + } + else if(currentMissionBehaviour() != null){ + if (currentMissionBehaviour().performanceProducer != null) + currentMissionBehaviour().performanceProducer.step(0, done); + } + Minecraft.getMinecraft().mcProfiler.endSection(); //Gather reward. + Minecraft.getMinecraft().mcProfiler.endSection(); //sendData + + int maxFailedTCPSendCount = 0; + for (VideoHook hook : this.videoHooks) + { + if (hook.failedTCPSendCount > maxFailedTCPSendCount) + maxFailedTCPSendCount = hook.failedTCPSendCount; + } + if (maxFailedTCPSendCount > 0) + TCPUtils.Log(Level.WARNING, "Video signal failure count at " + maxFailedTCPSendCount); + // Check that our messages are getting through: + int maxFailed = Math.max(this.failedTCPRewardSendCount, maxFailedTCPSendCount); + maxFailed = Math.max(maxFailed, this.failedTCPObservationSendCount); + if (maxFailed > FailedTCPSendCountTolerance) + { + // They're not - and we've exceeded the count of allowed TCP failures. + System.out.println("ERROR: TCP messages are not getting through - quitting mission."); + this.wantsToQuit = true; + this.quitCode = MalmoMod.AGENT_UNRESPONSIVE_CODE; + } + ls.close(); + } + + /** + * Check to see if any control instructions have been received and act on them if so. + */ + public void checkForControlCommand() + { + Minecraft.getMinecraft().mcProfiler.endStartSection("malmoCommandHandling"); + String command; + boolean quitHandlerFired = false; + IWantToQuit quitHandler = (currentMissionBehaviour() != null) ? currentMissionBehaviour().quitProducer : null; + + if (envServer != null) { + command = envServer.getCommand(); + } else { + command = ClientStateMachine.this.controlInputPoller.getCommand(); + } + while (command != null && command.length() > 0 && !quitHandlerFired) + { + // TCPUtils.Log(Level.INFO, "Act on " + command); + // Pass the command to our various control overrides: + Minecraft.getMinecraft().mcProfiler.startSection("malmoCommandAct"); + + boolean handled = handleCommand(command); + // Get the next command: + if (envServer != null) { + command = envServer.getCommand(); + } else { + command = ClientStateMachine.this.controlInputPoller.getCommand(); + } + // If there *is* another command (commands came in faster than one per client tick), + // then we should check our quit producer before deciding whether to execute it. + Minecraft.getMinecraft().mcProfiler.endStartSection("malmoCommandRecheckQuitHandlers"); + if (command != null && command.length() > 0 && handled) + quitHandlerFired = (quitHandler != null && quitHandler.doIWantToQuit(currentMissionInit())); + Minecraft.getMinecraft().mcProfiler.endSection(); + } + } + + /** + * Attempt to handle a command string by passing it to our various external controllers in turn. + * + * @param command the command string to be handled. + * @return true if the command was handled. + */ + private boolean handleCommand(String command) + { + if (currentMissionBehaviour() != null && currentMissionBehaviour().commandHandler != null) + { + return currentMissionBehaviour().commandHandler.execute(command, currentMissionInit()); + } + return false; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + // This message will be sent to us once the server has decided the mission is over. + if (messageType == MalmoMessageType.SERVER_STOPAGENTS) + { + this.quitCode = data.containsKey("QuitCode") ? data.get("QuitCode") : ""; + try + { + // Save the quit code for anything that needs it: + MalmoMod.getPropertiesForCurrentThread().put("QuitCode", this.quitCode); + } + catch (Exception e) + { + System.out.println("Failed to get properties - final reward may go missing."); + } + // Get the final reward data: + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + if (currentMissionBehaviour() != null && currentMissionBehaviour().rewardProducer != null && cac != null) + currentMissionBehaviour().rewardProducer.getReward(currentMissionInit(), ClientStateMachine.this.finalReward); + + this.shouldMissionEnd = true; + + } + else if (messageType == MalmoMessageType.SERVER_GO) + { + // First, force all entities to get re-added to their chunks, clearing out any old entities in the process. + // We need to do this because the process of teleporting all agents to their start positions, combined + // with setting them to/from spectator mode, leaves the client chunk entity lists etc in a parlous state. + List lel = Minecraft.getMinecraft().world.loadedEntityList; + for (int i = 0; i < lel.size(); i++) + { + Entity entity = (Entity)lel.get(i); + Chunk chunk = Minecraft.getMinecraft().world.getChunkFromChunkCoords(entity.chunkCoordX, entity.chunkCoordZ); + List entitiesToRemove = new ArrayList(); + for (int k = 0; k < chunk.getEntityLists().length; k++) + { + Iterator iterator = chunk.getEntityLists()[k].iterator(); + while (iterator.hasNext()) + { + Entity chunkent = (Entity)iterator.next(); + if (chunkent.getEntityId() == entity.getEntityId()) + { + entitiesToRemove.add(chunkent); + } + } + } + for (Entity removeEnt : entitiesToRemove) + { + chunk.removeEntity(removeEnt); + } + entity.addedToChunk = false; // Will force it to get re-added to the chunk list. + if (entity instanceof EntityLivingBase) + { + // If we want the entities to be rendered with the correct yaw from the outset, + // we need to set their render offset manually. + // (Set the offset from the outset to avoid the onset of upset.) + ((EntityLivingBase)entity).renderYawOffset = entity.rotationYaw; + ((EntityLivingBase)entity).prevRenderYawOffset = entity.rotationYaw; + } + if (entity instanceof EntityPlayerSP) + { + // Although the following call takes place on the server, and should have taken effect already, + // there is some discontinuity which is causing the effects to get lost, so we call it here too: + entity.setInvisible(false); + } + } + this.serverHasFiredStartingPistol = true; // GO GO GO! + } + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_GO); + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * State that occurs at the end of the mission, whether due to death, + * failure, success, error, or whatever. + */ + public class MissionEndedEpisode extends ConfigAwareStateEpisode + { + private MissionResult result; + private boolean aborting; + private boolean informServer; + private boolean informAgent; + private int totalTicks = 0; + + public MissionEndedEpisode(ClientStateMachine machine, MissionResult mr, boolean aborting, boolean informServer, boolean informAgent) + { + super(machine); + this.result = mr; + this.aborting = aborting; + this.informServer = informServer; + this.informAgent = informAgent; + } + + @Override + protected void execute() + { + totalTicks = 0; + + // Get a text report: + String errorFeedback = ClientStateMachine.this.getErrorDetails(); + String quitFeedback = ClientStateMachine.this.missionQuitCode; + String concatenation = (errorFeedback != null && !errorFeedback.isEmpty() && quitFeedback != null && !quitFeedback.isEmpty()) ? ";\n" : ""; + String report = quitFeedback + concatenation + errorFeedback; + + if (this.informServer) + { + // Inform the server of what has happened. + HashMap map = new HashMap(); + if (Minecraft.getMinecraft().player != null) // Might not be a player yet. + map.put("username", Minecraft.getMinecraft().player.getName()); + map.put("error", ClientStateMachine.this.getErrorDetails()); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_BAILED, 0, map)); + } + + if (this.informAgent) + { + // Create a MissionEnded instance for this result: + MissionEnded missionEnded = new MissionEnded(); + missionEnded.setStatus(this.result); + if (ClientStateMachine.this.missionQuitCode != null && ClientStateMachine.this.missionQuitCode.equals(MalmoMod.AGENT_DEAD_QUIT_CODE)) + missionEnded.setStatus(MissionResult.PLAYER_DIED); // Need to do this manually. + missionEnded.setHumanReadableStatus(report); + + // TODO: WE HAVE TO MOVE THIS TO THE onMISSIONENDED of Client Mission + // BECAUSE IT WOULD TAKE AN EXTRA TICK TO HAVE THIS APPEAR PROPERLY. + // THIS MOVE IS INCOMPATIBLE WITH MULTIPLE AGENTS AND REWARD DISTRIBUTION + // A PROPER REHAUL OF THE WHOLE SIMULATOR TO SUPPROT SYNCHRONOUS TICKING + // ACCROSS MULTIPLE AGENTS AND A STATE MACHINE WHOSE STATE CHANGES INDEPENDENT + // OF CLIENT TICKS IS REQUIRED. + // if (!ClientStateMachine.this.finalReward.isEmpty()) + // { + // if (envServer != null) { + // envServer.addRewards(ClientStateMachine.this.finalReward.getRewardTotal()); + // } + // missionEnded.setReward(ClientStateMachine.this.finalReward.getAsReward()); + // ClientStateMachine.this.finalReward.clear(); + // } + missionEnded.setMissionDiagnostics(ClientStateMachine.this.missionEndedData); // send our diagnostics + ClientStateMachine.this.missionEndedData = new MissionDiagnostics(); // and clear them for the next mission + // And send MissionEnded message to the agent to inform it that the mission has ended: + System.out.println("inform the agent"); + sendMissionEnded(missionEnded); + } + + if (this.aborting) // Take the shortest path back to dormant. + episodeHasCompleted(ClientState.DORMANT); + } + + private void sendMissionEnded(MissionEnded missionEnded) + { + // Send a MissionEnded message to the agent to inform it that the mission has ended. + // Create a string XML representation: + String missionEndedString = null; + try + { + missionEndedString = SchemaHelper.serialiseObject(missionEnded, MissionEnded.class); + if (ScoreHelper.isScoring()) { + Reward reward = missionEnded.getReward(); + if (reward == null) { + reward = new Reward(); + } + ScoreHelper.logMissionEndRewards(reward); + } + } + catch (JAXBException e) + { + TCPUtils.Log(Level.SEVERE, "Failed mission end XML serialization: " + e); + } + + boolean sentOkay = false; + if (missionEndedString != null) + { + if (AddressHelper.getMissionControlPort() == 0) { + sentOkay = true; + } else { + TCPSocketChannel sender = ClientStateMachine.this.getMissionControlSocket(); + System.out.println(String.format("Sending mission ended message to %s:%d.", sender.getAddress(), sender.getPort())); + sentOkay = sender.sendTCPString(missionEndedString); + sender.close(); + } + } + + if (!sentOkay) + { + // Couldn't formulate a reply to the agent - bit of a problem. + // Can't do much to alert the agent itself, + // will have to settle for alerting anyone who is watching the mod: + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Could not send mission ended message - agent may need manually resetting.", TextCategory.TXT_CLIENT_WARNING, 10000); + } + } + + @Override + public void onClientTick(ClientTickEvent event) + { + if (!this.aborting) + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_MISSION_END); + + if (++totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for server to end mission."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_MISSION_END, msg); + } + } + } +} diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/MalmoEnvServer.java b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/MalmoEnvServer.java new file mode 100644 index 00000000..6b74acac --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/cpu/patch_files/MalmoEnvServer.java @@ -0,0 +1,939 @@ +// -------------------------------------------------------------------------------------------------- +// Copyright (c) 2016 Microsoft Corporation +// +// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and +// associated documentation files (the "Software"), to deal in the Software without restriction, +// including without limitation the rights to use, copy, modify, merge, publish, distribute, +// sublicense, and/or l copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all copies or +// substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT +// NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// -------------------------------------------------------------------------------------------------- + +package com.microsoft.Malmo.Client; + +import com.microsoft.Malmo.MalmoMod; +import com.microsoft.Malmo.MissionHandlerInterfaces.IWantToQuit; +import com.microsoft.Malmo.Schemas.MissionInit; +import com.microsoft.Malmo.Utils.TCPUtils; + +import net.minecraft.profiler.Profiler; +import com.microsoft.Malmo.Utils.TimeHelper; + +import net.minecraftforge.common.config.Configuration; +import java.io.*; +import java.net.ServerSocket; +import java.net.Socket; +import java.nio.charset.Charset; +import java.util.Arrays; +import java.util.concurrent.TimeUnit; +import java.util.concurrent.locks.Condition; +import java.util.concurrent.locks.Lock; +import java.util.concurrent.locks.ReentrantLock; +import java.util.Hashtable; +import com.microsoft.Malmo.Utils.TCPInputPoller; +import java.util.logging.Level; + +import java.util.LinkedList; +import java.util.List; + + +/** + * MalmoEnvServer - service supporting OpenAI gym "environment" for multi-agent Malmo missions. + */ +public class MalmoEnvServer implements IWantToQuit { + private static Profiler profiler = new Profiler(); + private static int nsteps = 0; + private static boolean debug = false; + + private static String hello = " commands = new LinkedList(); + } + + private static boolean envPolicy = false; // Are we configured by config policy? + + // Synchronize on EnvStateasd + + + private Lock lock = new ReentrantLock(); + private Condition cond = lock.newCondition(); + + private EnvState envState = new EnvState(); + + private Hashtable initTokens = new Hashtable(); + + static final long COND_WAIT_SECONDS = 3; // Max wait in seconds before timing out (and replying to RPC). + static final int BYTES_INT = 4; + static final int BYTES_DOUBLE = 8; + private static final Charset utf8 = Charset.forName("UTF-8"); + + // Service uses a single per-environment client connection - initiated by the remote environment. + + private int port; + private TCPInputPoller missionPoller; // Used for command parsing and not actual communication. + private String version; + + // AOG: From running experiments, I've found that MineRL can get stuck resetting the + // environment which causes huge delays while we wait for the Python side to time + // out and restart the Minecraft instace. Minecraft itself is normally in a recoverable + // state, but the MalmoEnvServer instance will be blocked in a tight spin loop trying + // handling a Peek request from the Python client. To unstick things, I've added this + // flag that can be set when we know things are in a bad state to abort the peek request. + // WARNING: THIS IS ONLY TREATING THE SYMPTOM AND NOT THE ROOT CAUSE + // The reason things are getting stuck is because the player is either dying or we're + // receiving a quit request while an episode reset is in progress. + private boolean abortRequest; + public void abort() { + System.out.println("AOG: MalmoEnvServer.abort"); + abortRequest = true; + } + + /*** + * Malmo "Env" service. + * @param port the port the service listens on. + * @param missionPoller for plugging into existing comms handling. + */ + public MalmoEnvServer(String version, int port, TCPInputPoller missionPoller) { + this.version = version; + this.missionPoller = missionPoller; + this.port = port; + // AOG - Assume we don't wan't to be aborting in the first place + this.abortRequest = false; + } + + /** Initialize malmo env configuration. For now either on or "legacy" AgentHost protocol.*/ + static public void update(Configuration configs) { + envPolicy = configs.get(MalmoMod.ENV_CONFIGS, "env", "false").getBoolean(); + } + + public static boolean isEnv() { + return envPolicy; + } + + /** + * Start servicing the MalmoEnv protocol. + * @throws IOException + */ + public void serve() throws IOException { + + ServerSocket serverSocket = new ServerSocket(port); + serverSocket.setPerformancePreferences(0,2,1); + + + while (true) { + try { + final Socket socket = serverSocket.accept(); + socket.setTcpNoDelay(true); + + Thread thread = new Thread("EnvServerSocketHandler") { + public void run() { + boolean running = false; + try { + checkHello(socket); + + while (true) { + DataInputStream din = new DataInputStream(socket.getInputStream()); + int hdr = din.readInt(); + byte[] data = new byte[hdr]; + din.readFully(data); + + String command = new String(data, utf8); + + if (command.startsWith(" dat = profiler.getProfilingData("root"); + for(int qq = 0; qq < dat.size(); qq++){ + Profiler.Result res = dat.get(qq); + System.out.println(res.profilerName + " " + res.totalUsePercentage + " "+ res.usePercentage); + } + } + + + } else if (command.startsWith(""; + data = command.getBytes(utf8); + hdr = data.length; + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(hdr); + dout.write(data, 0, hdr); + dout.flush(); + } else { + throw new IOException("Unknown env service command"); + } + } + } catch (IOException ioe) { + // ioe.printStackTrace(); + TCPUtils.Log(Level.SEVERE, "MalmoEnv socket error: " + ioe + " (can be on disconnect)"); + // System.out.println("[ERROR] " + "MalmoEnv socket error: " + ioe + " (can be on disconnect)"); + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] MalmoEnv socket error"); + try { + if (running) { + TCPUtils.Log(Level.INFO,"Want to quit on disconnect."); + + System.out.println("[LOGTOPY] " + "Want to quit on disconnect."); + setWantToQuit(); + } + socket.close(); + } catch (IOException ioe2) { + } + } + } + }; + thread.start(); + } catch (IOException ioe) { + TCPUtils.Log(Level.SEVERE, "MalmoEnv service exits on " + ioe); + } + } + } + + private void checkHello(Socket socket) throws IOException { + DataInputStream din = new DataInputStream(socket.getInputStream()); + int hdr = din.readInt(); + if (hdr <= 0 || hdr > hello.length() + 8) // Version number may be somewhat longer in future. + throw new IOException("Invalid MalmoEnv hello header length"); + byte[] data = new byte[hdr]; + din.readFully(data); + if (!new String(data).startsWith(hello + version)) + throw new IOException("MalmoEnv invalid protocol or version - expected " + hello + version); + } + + // Handler for messages. + private boolean missionInit(DataInputStream din, String command, Socket socket) throws IOException { + + String ipOriginator = socket.getInetAddress().getHostName(); + + int hdr; + byte[] data; + hdr = din.readInt(); + data = new byte[hdr]; + din.readFully(data); + String id = new String(data, utf8); + + TCPUtils.Log(Level.INFO,"Mission Init" + id); + + String[] token = id.split(":"); + String experimentId = token[0]; + int role = Integer.parseInt(token[1]); + int reset = Integer.parseInt(token[2]); + int agentCount = Integer.parseInt(token[3]); + Boolean isSynchronous = Boolean.parseBoolean(token[4]); + Long seed = null; + if(token.length > 5) + seed = Long.parseLong(token[5]); + + if(isSynchronous && agentCount > 1){ + throw new IOException("Synchronous mode currently does not support multiple agents."); + } + port = -1; + boolean allTokensConsumed = true; + boolean started = false; + + lock.lock(); + try { + if (role == 0) { + + String previousToken = experimentId + ":0:" + (reset - 1); + initTokens.remove(previousToken); + + String myToken = experimentId + ":0:" + reset; + if (!initTokens.containsKey(myToken)) { + TCPUtils.Log(Level.INFO,"(Pre)Start " + role + " reset " + reset); + started = startUp(command, ipOriginator, experimentId, reset, agentCount, myToken, seed, isSynchronous); + if (started) + initTokens.put(myToken, 0); + } else { + started = true; // Pre-started previously. + } + + // Check that all previous tokens have been consumed. If not don't proceed to mission. + + allTokensConsumed = areAllTokensConsumed(experimentId, reset, agentCount); + if (!allTokensConsumed) { + try { + cond.await(COND_WAIT_SECONDS, TimeUnit.SECONDS); + } catch (InterruptedException ie) { + } + allTokensConsumed = areAllTokensConsumed(experimentId, reset, agentCount); + } + } else { + TCPUtils.Log(Level.INFO, "Start " + role + " reset " + reset); + + started = startUp(command, ipOriginator, experimentId, reset, agentCount, experimentId + ":" + role + ":" + reset, seed, isSynchronous); + } + } finally { + lock.unlock(); + } + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(allTokensConsumed && started ? 1 : 0); + dout.flush(); + + dout.flush(); + + return allTokensConsumed && started; + } + + private boolean areAllTokensConsumed(String experimentId, int reset, int agentCount) { + boolean allTokensConsumed = true; + for (int i = 1; i < agentCount; i++) { + String tokenForAgent = experimentId + ":" + i + ":" + (reset - 1); + if (initTokens.containsKey(tokenForAgent)) { + TCPUtils.Log(Level.FINE,"Mission init - unconsumed " + tokenForAgent); + allTokensConsumed = false; + } + } + return allTokensConsumed; + } + + private boolean startUp(String command, String ipOriginator, String experimentId, int reset, int agentCount, String myToken, Long seed, Boolean isSynchronous) throws IOException { + + // Clear out mission state + envState.reward = 0.0; + envState.commands.clear(); + envState.obs = null; + envState.info = ""; + + + envState.missionInit = command; + envState.done = false; + envState.quit = false; + envState.token = myToken; + envState.experimentId = experimentId; + envState.agentCount = agentCount; + envState.reset = reset; + envState.synchronous = isSynchronous; + envState.seed = seed; + + return startUpMission(command, ipOriginator); + } + + private boolean startUpMission(String command, String ipOriginator) throws IOException { + + if (missionPoller == null) + return false; + + ByteArrayOutputStream baos = new ByteArrayOutputStream(); + DataOutputStream dos = new DataOutputStream(baos); + + missionPoller.commandReceived(command, ipOriginator, dos); + + dos.flush(); + byte[] reply = baos.toByteArray(); + ByteArrayInputStream bais = new ByteArrayInputStream(reply); + DataInputStream dis = new DataInputStream(bais); + int hdr = dis.readInt(); + byte[] replyBytes = new byte[hdr]; + dis.readFully(replyBytes); + + String replyStr = new String(replyBytes); + if (replyStr.equals("MALMOOK")) { + TCPUtils.Log(Level.INFO, "MalmoEnvServer Mission starting ..."); + return true; + } else if (replyStr.equals("MALMOBUSY")) { + TCPUtils.Log(Level.INFO, "MalmoEnvServer Busy - I want to quit"); + this.envState.quit = true; + } + return false; + } + + private static final int stepTagLength = "".length(); // Step with option code. + private synchronized void stepSync(String command, Socket socket, DataInputStream din) throws IOException + { + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Entering synchronous step."); + nsteps += 1; + profiler.startSection("commandProcessing"); + String actions = command.substring(stepTagLength, command.length() - (stepTagLength + 2)); + int options = Character.getNumericValue(command.charAt(stepTagLength - 2)); + boolean withInfo = options == 0 || options == 2; + + + + + // Prepare to write data to the client. + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + double reward = 0.0; + boolean done; + byte[] obs; + String info = ""; + boolean sent = false; + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Acquiring lock for synchronous step."); + + lock.lock(); + try { + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Lock is acquired."); + + done = envState.done; + + // TODO Handle when the environment is done. + + // Process the actions. + if (actions.contains("\n")) { + String[] cmds = actions.split("\\n"); + for(String cmd : cmds) { + envState.commands.add(cmd); + } + } else { + if (!actions.isEmpty()) + envState.commands.add(actions); + } + sent = true; + + + + profiler.endSection(); //cmd + profiler.startSection("requestTick"); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Received: " + actions); + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Requesting tick."); + // Now wait to run a tick + // If synchronous mode is off then we should see if want to quit is true. + while(!TimeHelper.SyncManager.requestTick() && !done ){Thread.yield();} + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Tick request granted."); + + profiler.endSection(); + profiler.startSection("waitForTick"); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Waiting for tick."); + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted() && !done ){ Thread.yield();} + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] TICK DONE. Getting observation."); + + + + profiler.endSection(); + profiler.startSection("getObservation"); + // After which, get the observations. + obs = getObservation(done); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Observation received. Getting info."); + + profiler.endSection(); + profiler.startSection("getInfo"); + + + // Pick up rewards. + reward = envState.reward; + if (withInfo) { + info = envState.info; + // if(info == null) + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] FILLING INFO: NULL"); + // else + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] FILLING " + info.toString()); + + } + done = envState.done; + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] STATUS " + Boolean.toString(done)); + envState.info = null; + envState.obs = null; + envState.reward = 0.0; + + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Info received.."); + profiler.endSection(); + } finally { + lock.unlock(); + } + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Lock released. Writing observation, info, done."); + + profiler.startSection("writeObs"); + dout.writeInt(obs.length); + dout.write(obs); + + dout.writeInt(BYTES_DOUBLE + 2); + dout.writeDouble(reward); + dout.writeByte(done ? 1 : 0); + dout.writeByte(sent ? 1 : 0); + + if (withInfo) { + byte[] infoBytes = info.getBytes(utf8); + dout.writeInt(infoBytes.length); + dout.write(infoBytes); + } + + profiler.endSection(); //write obs + profiler.startSection("flush"); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Packets written. Flushing."); + dout.flush(); + profiler.endSection(); // flush + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Done with step."); + } + // Handler for messages. Single digit option code after _ specifies if turnkey and info are included in message. + private void step(String command, Socket socket, DataInputStream din) throws IOException { + if(envState.synchronous){ + stepSync(command, socket, din); + } + else{ + System.out.println("[ERROR] Asynchronous stepping is not supported in MineRL."); + } + + } + + // Handler for messages. + private void peek(String command, Socket socket, DataInputStream din) throws IOException { + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + byte[] obs; + boolean done; + String info = ""; + // AOG - As we've only seen issues with the peek reqest, I've focused my changes to just + // this function. Initially we want to be optimistic and assume we're not going to abort + // the request and my observations of event timings indicate that there is plenty of time + // between the peek request being received and the reset failing, so a race condition is + // unlikely. + abortRequest = false; + + lock.lock(); + + try { + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Waiting for pistol to fire."); + while(!TimeHelper.SyncManager.hasServerFiredPistol() && !abortRequest){ + + // Now wait to run a tick + while(!TimeHelper.SyncManager.requestTick() && !abortRequest){Thread.yield();} + + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted() && !abortRequest){ Thread.yield();} + + + Thread.yield(); + } + + if (abortRequest) { + System.out.println("AOG: Aborting peek request"); + // AOG - We detect the lack of observation within our Python wrapper and throw a slightly + // diferent exception that by-passes MineRLs automatic clean up code. If we were to report + // 'done', the MineRL detects this as a runtime error and kills the Minecraft process + // triggering a lengthy restart. So far from testing, Minecraft itself is fine can we can + // retry the reset, it's only the tight loops above that were causing things to stall and + // timeout. + // No observation + dout.writeInt(0); + // No info + dout.writeInt(0); + // Done + dout.writeInt(1); + dout.writeByte(0); + dout.flush(); + return; + } + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Pistol fired!."); + // Wait two ticks for the first observation from server to be propagated. + while(!TimeHelper.SyncManager.requestTick() ){Thread.yield();} + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted()){ Thread.yield();} + + + + while(!TimeHelper.SyncManager.requestTick() ){Thread.yield();} + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted()){ Thread.yield();} + + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Getting observation."); + + obs = getObservation(false); + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Observation acquired."); + done = envState.done; + info = envState.info; + + } finally { + lock.unlock(); + } + + dout.writeInt(obs.length); + dout.write(obs); + + byte[] infoBytes = info.getBytes(utf8); + dout.writeInt(infoBytes.length); + dout.write(infoBytes); + + dout.writeInt(1); + dout.writeByte(done ? 1 : 0); + + dout.flush(); + } + + // Get the current observation. If none and not done wait for a short time. + public byte[] getObservation(boolean done) { + byte[] obs = envState.obs; + if (obs == null){ + System.out.println("[ERROR] Video observation is null; please notify the developer."); + } + return obs; + } + + // Handler for messages - used by non-zero roles to discover integrated server port from primary (role 0) service. + + private final static int findTagLength = "".length(); + + private void find(String command, Socket socket) throws IOException { + + Integer port; + lock.lock(); + try { + String token = command.substring(findTagLength, command.length() - (findTagLength + 1)); + TCPUtils.Log(Level.INFO, "Find token? " + token); + + // Purge previous token. + String[] tokenSplits = token.split(":"); + String experimentId = tokenSplits[0]; + int role = Integer.parseInt(tokenSplits[1]); + int reset = Integer.parseInt(tokenSplits[2]); + + String previousToken = experimentId + ":" + role + ":" + (reset - 1); + initTokens.remove(previousToken); + cond.signalAll(); + + // Check for next token. Wait for a short time if not already produced. + port = initTokens.get(token); + if (port == null) { + try { + cond.await(COND_WAIT_SECONDS, TimeUnit.SECONDS); + } catch (InterruptedException ie) { + } + port = initTokens.get(token); + if (port == null) { + port = 0; + TCPUtils.Log(Level.INFO,"Role " + role + " reset " + reset + " waiting for token."); + } + } + } finally { + lock.unlock(); + } + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(port); + dout.flush(); + } + + public boolean isSynchronous(){ + return envState.synchronous; + } + + // Handler for messages. These reset the service so use with care! + private void init(String command, Socket socket) throws IOException { + lock.lock(); + try { + initTokens = new Hashtable(); + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(1); + dout.flush(); + } finally { + lock.unlock(); + } + } + + // Handler for (quit mission) messages. + private void quit(String command, Socket socket) throws IOException { + lock.lock(); + try { + if (!envState.done){ + + envState.quit = true; + } + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Pistol fired!."); + // Wait two ticks for the first observation from server to be propagated. + while(!TimeHelper.SyncManager.requestTick() ){Thread.yield();} + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted()){ Thread.yield();} + + + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(envState.done ? 1 : 0); + dout.flush(); + } finally { + lock.unlock(); + } + } + + private final static int closeTagLength = "".length(); + + // Handler for messages. + private void close(String command, Socket socket) throws IOException { + lock.lock(); + try { + String token = command.substring(closeTagLength, command.length() - (closeTagLength + 1)); + + initTokens.remove(token); + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(1); + dout.flush(); + } finally { + lock.unlock(); + } + } + + // Handler for messages. + private void status(String command, Socket socket) throws IOException { + lock.lock(); + try { + String status = "{}"; // TODO Possibly have something more interesting to report. + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + + byte[] statusBytes = status.getBytes(utf8); + dout.writeInt(statusBytes.length); + dout.write(statusBytes); + + dout.flush(); + } finally { + lock.unlock(); + } + } + + // Handler for messages. These "kill the service" temporarily so use with care!f + private void exit(String command, Socket socket) throws IOException { + // lock.lock(); + try { + // We may exit before we get a chance to reply. + TimeHelper.SyncManager.setSynchronous(false); + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(1); + dout.flush(); + + ClientStateMachine.exitJava(); + + } finally { + // lock.unlock(); + } + } + + // Malmo client state machine interface methods: + + public String getCommand() { + try { + String command = envState.commands.poll(); + if (command == null) + return ""; + else + return command; + } finally { + } + } + + public void endMission() { + // lock.lock(); + try { + // AOG - If the mission is ending, we always want to abort requests and they won't + // be able to progress to completion and will stall. + System.out.println("AOG: MalmoEnvServer.endMission"); + abort(); + envState.done = true; + envState.quit = false; + envState.missionInit = null; + + if (envState.token != null) { + initTokens.remove(envState.token); + envState.token = null; + envState.experimentId = null; + envState.agentCount = 0; + envState.reset = 0; + + // cond.signalAll(); + } + // lock.unlock(); + } finally { + } + } + // Record a Malmo "observation" json - as the env info since an environment "obs" is a video frame. + public void observation(String info) { + // Parsing obs as JSON would be slower but less fragile than extracting the turn_key using string search. + // lock.lock(); + try { + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Inserting: " + info); + envState.info = info; + // cond.signalAll(); + } finally { + // lock.unlock(); + } + } + + public void addRewards(double rewards) { + // lock.lock(); + try { + envState.reward += rewards; + } finally { + // lock.unlock(); + } + } + + public void addFrame(byte[] frame) { + // lock.lock(); + try { + envState.obs = frame; // Replaces current. + // cond.signalAll(); + } finally { + // lock.unlock(); + } + } + + public void notifyIntegrationServerStarted(int integrationServerPort) { + lock.lock(); + try { + if (envState.token != null) { + TCPUtils.Log(Level.INFO,"Integration server start up - token: " + envState.token); + addTokens(integrationServerPort, envState.token, envState.experimentId, envState.agentCount, envState.reset); + cond.signalAll(); + } else { + TCPUtils.Log(Level.WARNING,"No mission token on integration server start up!"); + } + } finally { + lock.unlock(); + } + } + + private void addTokens(int integratedServerPort, String myToken, String experimentId, int agentCount, int reset) { + initTokens.put(myToken, integratedServerPort); + // Place tokens for other agents to find. + for (int i = 1; i < agentCount; i++) { + String tokenForAgent = experimentId + ":" + i + ":" + reset; + initTokens.put(tokenForAgent, integratedServerPort); + } + } + + // IWantToQuit implementation. + + @Override + public boolean doIWantToQuit(MissionInit missionInit) { + // lock.lock(); + try { + return envState.quit; + } finally { + // lock.unlock(); + } + } + + public Long getSeed(){ + return envState.seed; + } + + private void setWantToQuit() { + // lock.lock(); + try { + envState.quit = true; + + } finally { + + if(TimeHelper.SyncManager.isSynchronous()){ + // We want to dsynchronize everything. + TimeHelper.SyncManager.setSynchronous(false); + } + // lock.unlock(); + } + } + + @Override + public void prepare(MissionInit missionInit) { + } + + @Override + public void cleanup() { + } + + @Override + public String getOutcome() { + return "Env quit"; + } +} diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/Dockerfile b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/Dockerfile new file mode 100644 index 00000000..57f6a4be --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/Dockerfile @@ -0,0 +1,78 @@ +FROM mcr.microsoft.com/azureml/base-gpu:openmpi3.1.2-cuda10.0-cudnn7-ubuntu18.04 + +# Install some basic utilities +RUN apt-get update && apt-get install -y \ + curl \ + ca-certificates \ + sudo \ + cpio \ + git \ + bzip2 \ + libx11-6 \ + tmux \ + htop \ + gcc \ + xvfb \ + python-opengl \ + x11-xserver-utils \ + ffmpeg \ + mesa-utils \ + nano \ + vim \ + rsync \ + && rm -rf /var/lib/apt/lists/* + +# Create a working directory +RUN mkdir /app +WORKDIR /app + +# Create a Python 3.7 environment +RUN conda install conda-build \ + && conda create -y --name py37 python=3.7.3 \ + && conda clean -ya +ENV CONDA_DEFAULT_ENV=py37 + +# Install Minecraft needed libraries +RUN mkdir -p /usr/share/man/man1 && \ + sudo apt-get update && \ + sudo apt-get install -y \ + openjdk-8-jre-headless=8u162-b12-1 \ + openjdk-8-jdk-headless=8u162-b12-1 \ + openjdk-8-jre=8u162-b12-1 \ + openjdk-8-jdk=8u162-b12-1 + +RUN pip install --upgrade --user minerl + +# PyTorch with CUDA 10 installation +RUN conda install -y -c pytorch \ + cuda100=1.0 \ + magma-cuda100=2.4.0 \ + "pytorch=1.1.0=py3.7_cuda10.0.130_cudnn7.5.1_0" \ + torchvision=0.3.0 \ + && conda clean -ya + +RUN pip install \ + pandas \ + matplotlib \ + numpy \ + scipy \ + azureml-defaults \ + tensorboardX \ + tensorflow-gpu==1.15rc2 \ + GPUtil \ + tabulate \ + dm_tree \ + lz4 \ + ray==0.8.3 \ + ray[rllib]==0.8.3 \ + ray[tune]==0.8.3 + +COPY patch_files/* /root/.local/lib/python3.7/site-packages/minerl/env/Malmo/Minecraft/src/main/java/com/microsoft/Malmo/Client/ + +# Start minerl to pre-fetch minerl files (saves time when starting minerl during training) +RUN xvfb-run -a -s "-screen 0 1400x900x24" python -c "import gym; import minerl; env = gym.make('MineRLTreechop-v0'); env.close();" + +RUN pip install --index-url https://test.pypi.org/simple/ malmo && \ + python -c "import malmo.minecraftbootstrap; malmo.minecraftbootstrap.download();" + +ENV MALMO_XSD_PATH="/app/MalmoPlatform/Schemas" diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/ClientStateMachine.java b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/ClientStateMachine.java new file mode 100644 index 00000000..5cdee5c3 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/ClientStateMachine.java @@ -0,0 +1,2484 @@ +// -------------------------------------------------------------------------------------------------- +// Copyright (c) 2016 Microsoft Corporation +// +// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and +// associated documentation files (the "Software"), to deal in the Software without restriction, +// including without limitation the rights to use, copy, modify, merge, publish, distribute, +// sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all copies or +// substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT +// NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// -------------------------------------------------------------------------------------------------- + +package com.microsoft.Malmo.Client; + +import java.io.DataOutputStream; +import java.io.IOException; +import java.lang.reflect.Field; +import java.math.BigDecimal; +import java.net.UnknownHostException; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.Iterator; +import java.util.List; +import java.util.Map; +import java.util.Map.Entry; +import java.util.logging.Level; + +import javax.xml.bind.JAXBException; +import javax.xml.stream.XMLStreamException; + +import net.minecraft.client.Minecraft; +import net.minecraft.client.entity.EntityPlayerSP; +import net.minecraft.client.gui.GuiDisconnected; +import net.minecraft.client.gui.GuiIngameMenu; +import net.minecraft.client.gui.GuiMainMenu; +import net.minecraft.client.gui.GuiScreen; +import net.minecraft.client.multiplayer.WorldClient; +import net.minecraft.client.network.NetHandlerPlayClient; +import net.minecraft.client.settings.GameSettings; +import net.minecraft.entity.Entity; +import net.minecraft.entity.EntityLivingBase; +import net.minecraft.launchwrapper.Launch; +import net.minecraft.network.NetworkManager; +import net.minecraft.server.integrated.IntegratedServer; +import net.minecraft.util.math.MathHelper; +import net.minecraft.util.text.TextComponentString; +import net.minecraft.world.GameType; +import net.minecraft.world.World; +import net.minecraft.world.chunk.Chunk; +import net.minecraft.world.chunk.IChunkProvider; +import net.minecraftforge.common.MinecraftForge; +import net.minecraftforge.common.config.Configuration; +import net.minecraftforge.fml.client.event.ConfigChangedEvent.OnConfigChangedEvent; +import net.minecraftforge.fml.common.FMLCommonHandler; +import net.minecraftforge.fml.common.Loader; +import net.minecraftforge.fml.common.eventhandler.SubscribeEvent; +import net.minecraftforge.fml.common.gameevent.TickEvent; +import net.minecraftforge.fml.common.gameevent.TickEvent.ClientTickEvent; +import net.minecraftforge.fml.common.gameevent.TickEvent.Phase; +import net.minecraftforge.fml.common.gameevent.TickEvent.ServerTickEvent; + +import org.xml.sax.SAXException; + +import com.google.gson.JsonObject; +import com.microsoft.Malmo.IState; +import com.microsoft.Malmo.MalmoMod; +import com.microsoft.Malmo.MalmoMod.IMalmoMessageListener; +import com.microsoft.Malmo.MalmoMod.MalmoMessageType; +import com.microsoft.Malmo.StateEpisode; +import com.microsoft.Malmo.StateMachine; +import com.microsoft.Malmo.Client.MalmoModClient.InputType; +import com.microsoft.Malmo.MissionHandlerInterfaces.IVideoProducer; +import com.microsoft.Malmo.MissionHandlerInterfaces.IWantToQuit; +import com.microsoft.Malmo.MissionHandlers.MissionBehaviour; +import com.microsoft.Malmo.MissionHandlers.MultidimensionalReward; +import com.microsoft.Malmo.Schemas.AgentSection; +import com.microsoft.Malmo.Schemas.AgentStart; +import com.microsoft.Malmo.Schemas.ClientAgentConnection; +import com.microsoft.Malmo.Schemas.MinecraftServerConnection; +import com.microsoft.Malmo.Schemas.Mission; +import com.microsoft.Malmo.Schemas.MissionDiagnostics; +import com.microsoft.Malmo.Schemas.MissionEnded; +import com.microsoft.Malmo.Schemas.MissionInit; +import com.microsoft.Malmo.Schemas.MissionResult; +import com.microsoft.Malmo.Schemas.Reward; +import com.microsoft.Malmo.Schemas.ModSettings; +import com.microsoft.Malmo.Schemas.PosAndDirection; +import com.microsoft.Malmo.Utils.AddressHelper; +import com.microsoft.Malmo.Utils.AuthenticationHelper; +import com.microsoft.Malmo.Utils.SchemaHelper; +import com.microsoft.Malmo.Utils.ScreenHelper; +import com.microsoft.Malmo.Utils.SeedHelper; +import com.microsoft.Malmo.Utils.ScoreHelper; +import com.microsoft.Malmo.Utils.TextureHelper; +import com.microsoft.Malmo.Utils.ScreenHelper.TextCategory; +import com.microsoft.Malmo.Utils.TCPInputPoller; +import com.microsoft.Malmo.Utils.TCPInputPoller.CommandAndIPAddress; +import com.microsoft.Malmo.Utils.TimeHelper.SyncTickEvent; +import com.microsoft.Malmo.Utils.TCPSocketChannel; +import com.microsoft.Malmo.Utils.TCPUtils; +import com.microsoft.Malmo.Utils.TimeHelper; +import com.mojang.authlib.properties.Property; + +/** + * Class designed to track and control the state of the mod, especially regarding mission launching/running.
+ * States are defined by the MissionState enum, and control is handled by + * MissionStateEpisode subclasses. The ability to set the state directly is + * restricted, but hooks such as onPlayerReadyForMission etc are exposed to + * allow subclasses to react to certain state changes.
+ * The ProjectMalmo mod app class inherits from this and uses these hooks to run missions. + */ +public class ClientStateMachine extends StateMachine implements IMalmoMessageListener +{ + // AOG - Dropped from 2000 to 1000 to speed up detection of failed server restarts + private static final int WAIT_MAX_TICKS = 1000; // Over 1 minute and a half in client ticks. + private static final int VIDEO_MAX_WAIT = 90 * 1000; // Max wait for video in ms. + private static final String MISSING_MCP_PORT_ERROR = "no_mcp"; + private static final String INFO_MCP_PORT = "info_mcp"; + private static final String INFO_RESERVE_STATUS = "info_reservation"; + + private MissionInit currentMissionInit = null; // The MissionInit object for the mission currently being loaded/run. + private MissionBehaviour missionBehaviour = new MissionBehaviour(); + private String missionQuitCode = ""; // The reason why this mission ended. + private MultidimensionalReward finalReward = new MultidimensionalReward(true); // The reward at the end of the mission, sent separately to ensure timely delivery. + private MissionDiagnostics missionEndedData = new MissionDiagnostics(); + private ScreenHelper screenHelper = new ScreenHelper(); + protected MalmoModClient inputController; + + // Env service: + protected MalmoEnvServer envServer; + + // Socket stuff: + protected TCPInputPoller missionPoller; + protected TCPInputPoller controlInputPoller; + protected int integratedServerPort; + String reservationID = ""; // empty if we are not reserved, otherwise "RESERVED" + the experiment ID we are reserved for. + long reservationExpirationTime = 0; + private TCPSocketChannel missionControlSocket; + + private void reserveClient(String id) + { + synchronized(this.reservationID) + { + ClientStateMachine.this.getScreenHelper().clearFragment(INFO_RESERVE_STATUS); + + // id is in the form :, where long is the length of time to keep the reservation for, + // and expID is the experimentationID used to ensure the client is reserved for the correct experiment. + int separator = id.indexOf(":"); + if (separator == -1) + { + System.out.println("Error - malformed reservation request - client will not be reserved."); + this.reservationID = ""; + } + else + { + long duration = Long.valueOf(id.substring(0, separator)); + String expID = id.substring(separator + 1); + this.reservationExpirationTime = System.currentTimeMillis() + duration; + // We don't just use the id, in case users have supplied a blank string as their experiment ID. + this.reservationID = "RESERVED" + expID; + ClientStateMachine.this.getScreenHelper().addFragment("Reserved: " + expID, TextCategory.TXT_INFO, (int)duration);//INFO_RESERVE_STATUS); + } + } + } + + private boolean isReserved() + { + synchronized(this.reservationID) + { + System.out.println("==== RES: " + this.reservationID + " - " + (this.reservationExpirationTime - System.currentTimeMillis())); + return !this.reservationID.isEmpty() && this.reservationExpirationTime > System.currentTimeMillis(); + } + } + + private boolean isAvailable(String id) + { + synchronized(this.reservationID) + { + return (this.reservationID.isEmpty() || this.reservationID.equals("RESERVED" + id) || System.currentTimeMillis() >= this.reservationExpirationTime); + } + } + + private void cancelReservation() + { + synchronized(this.reservationID) + { + this.reservationID = ""; + ClientStateMachine.this.getScreenHelper().clearFragment(INFO_RESERVE_STATUS); + } + } + + protected TCPSocketChannel getMissionControlSocket() { return this.missionControlSocket; } + + protected void createMissionControlSocket() + { + TCPUtils.LogSection ls = new TCPUtils.LogSection("Creating MissionControlSocket"); + // Set up a TCP connection to the agent: + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + if (this.missionControlSocket == null || + this.missionControlSocket.getPort() != cac.getAgentMissionControlPort() || + this.missionControlSocket.getAddress() == null || + !this.missionControlSocket.isValid() || + !this.missionControlSocket.isOpen() || + !this.missionControlSocket.getAddress().equals(cac.getAgentIPAddress())) + { + if (this.missionControlSocket != null) + this.missionControlSocket.close(); + this.missionControlSocket = new TCPSocketChannel(cac.getAgentIPAddress(), cac.getAgentMissionControlPort(), "mcp"); + } + ls.close(); + } + + public ClientStateMachine(ClientState initialState, MalmoModClient inputController) + { + super(initialState); + this.inputController = inputController; + + // Register ourself on the event busses, so we can harness the client tick: + MinecraftForge.EVENT_BUS.register(this); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_TEXT); + } + + @Override + public void clearErrorDetails() + { + super.clearErrorDetails(); + this.missionQuitCode = ""; + } + + @SubscribeEvent + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Use the client tick to ensure we regularly update our state (from the client thread) + updateState(); + } + + public ScreenHelper getScreenHelper() + { + return screenHelper; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + if (messageType == MalmoMessageType.SERVER_TEXT) + { + String chat = data.get("chat"); + if (chat != null) + Minecraft.getMinecraft().ingameGUI.getChatGUI().printChatMessageWithOptionalDeletion(new TextComponentString(chat), 1); + else + { + String text = data.get("text"); + ScreenHelper.TextCategory category = ScreenHelper.TextCategory.valueOf(data.get("category")); + String strtime = data.get("displayTime"); + Integer time = (strtime != null) ? Integer.valueOf(strtime) : null; + this.getScreenHelper().addFragment(text, category, time); + } + } + } + + @Override + protected String getName() + { + return "CLIENT"; + } + + @Override + protected void onPreStateChange(IState toState) + { + this.getScreenHelper().addFragment("CLIENT: " + toState, ScreenHelper.TextCategory.TXT_CLIENT_STATE, ""); + } + + /** + * Create the episode object for the requested state. + * + * @param state the state the mod is entering + * @return a MissionStateEpisode that localises all the logic required to run this state + */ + @Override + protected StateEpisode getStateEpisodeForState(IState state) + { + if (!(state instanceof ClientState)) + return null; + + ClientState cs = (ClientState) state; + switch (cs) { + case WAITING_FOR_MOD_READY: + return new InitialiseClientModEpisode(this); + case DORMANT: + return new DormantEpisode(this); + case CREATING_HANDLERS: + return new CreateHandlersEpisode(this); + case EVALUATING_WORLD_REQUIREMENTS: + return new EvaluateWorldRequirementsEpisode(this); + case PAUSING_OLD_SERVER: + return new PauseOldServerEpisode(this); + case CLOSING_OLD_SERVER: + return new CloseOldServerEpisode(this); + case CREATING_NEW_WORLD: + return new CreateWorldEpisode(this); + case WAITING_FOR_SERVER_READY: + return new WaitingForServerEpisode(this); + case RUNNING: + return new MissionRunningEpisode(this); + case IDLING: + return new MissionIdlingEpisode(this); + case MISSION_ENDED: + return new MissionEndedEpisode(this, MissionResult.ENDED, false, false, true); + case ERROR_DUFF_HANDLERS: + return new MissionEndedEpisode(this, MissionResult.MOD_FAILED_TO_INSTANTIATE_HANDLERS, true, true, true); + case ERROR_INTEGRATED_SERVER_UNREACHABLE: + return new MissionEndedEpisode(this, MissionResult.MOD_SERVER_UNREACHABLE, true, true, true); + case ERROR_NO_WORLD: + return new MissionEndedEpisode(this, MissionResult.MOD_HAS_NO_WORLD_LOADED, true, true, true); + case ERROR_CANNOT_CREATE_WORLD: + return new MissionEndedEpisode(this, MissionResult.MOD_FAILED_TO_CREATE_WORLD, true, true, true); + case ERROR_CANNOT_START_AGENT: // run-ons deliberate + case ERROR_LOST_AGENT: + case ERROR_LOST_VIDEO: + return new MissionEndedEpisode(this, MissionResult.MOD_HAS_NO_AGENT_AVAILABLE, true, true, false); + case ERROR_LOST_NETWORK_CONNECTION: // run-on deliberate + case ERROR_CANNOT_CONNECT_TO_SERVER: + return new MissionEndedEpisode(this, MissionResult.MOD_CONNECTION_FAILED, true, false, true); // No point trying to inform the server - we can't reach it anyway! + case ERROR_TIMED_OUT_WAITING_FOR_EPISODE_START: // run-ons deliberate + case ERROR_TIMED_OUT_WAITING_FOR_EPISODE_PAUSE: + case ERROR_TIMED_OUT_WAITING_FOR_EPISODE_CLOSE: + case ERROR_TIMED_OUT_WAITING_FOR_MISSION_END: + case ERROR_TIMED_OUT_WAITING_FOR_WORLD_CREATE: + return new MissionEndedEpisode(this, MissionResult.MOD_CONNECTION_FAILED, true, true, true); + case MISSION_ABORTED: + return new MissionEndedEpisode(this, MissionResult.MOD_SERVER_ABORTED_MISSION, true, false, true); // Don't inform the server - it already knows (we're acting on its notification) + case WAITING_FOR_SERVER_MISSION_END: + return new WaitingForServerMissionEndEpisode(this); + default: + break; + } + return null; + } + + protected MissionInit currentMissionInit() + { + return this.currentMissionInit; + } + + protected MissionBehaviour currentMissionBehaviour() + { + return this.missionBehaviour; + } + + protected class MissionInitResult + { + public MissionInit missionInit = null; + public boolean wasMissionInit = false; + public String error = null; + } + + protected MissionInitResult decodeMissionInit(String command) + { + MissionInitResult result = new MissionInitResult(); + if (command == null) + { + result.error = "Null command passed."; + return result; + } + + String rootNodeName = SchemaHelper.getRootNodeName(command); + if (rootNodeName != null && rootNodeName.equals("MissionInit")) + { + result.wasMissionInit = true; + // Attempt to decode the MissionInit XML string. + try + { + result.missionInit = (MissionInit) SchemaHelper.deserialiseObject(command, "MissionInit.xsd", MissionInit.class); + } + catch (JAXBException e) + { + System.out.println("JAXB exception: " + e); + if (e.getMessage() != null) + result.error = e.getMessage(); + else if (e.getLinkedException() != null && e.getLinkedException().getMessage() != null) + result.error = e.getLinkedException().getMessage(); + else + result.error = "Unspecified problem parsing MissionInit - check your Mission xml."; + } + catch (SAXException e) + { + System.out.println("SAX exception: " + e); + result.error = e.getMessage(); + } + catch (XMLStreamException e) + { + System.out.println("XMLStreamException: " + e); + result.error = e.getMessage(); + } + } + return result; + } + + protected boolean areMissionsEqual(Mission m1, Mission m2) + { + return true; + // FIX NEEDED - the following code fails because m1 may have been + // modified since loading - eg the MazeDecorator writes directly to the XML, + // and the use of some of the getters in the XSD-generated code can cause extra + // (empty) nodes to be added to the resulting XML. + // We need a more robust way of comparing two mission objects. + // For now, simply return true, since a false positive is less dangerous + // than a false negative. + /* + try { + String s1 = SchemaHelper.serialiseObject(m1, Mission.class); + String s2 = SchemaHelper.serialiseObject(m2, Mission.class); + return s1.compareTo(s2) == 0; + } catch( JAXBException e ) { + System.out.println("JAXB exception: " + e); + return false; + }*/ + } + + /** + * Set up the mission poller.
+ * This is called during the initialisation episode, but also needs to be + * available for other episodes in case the configuration changes, resulting + * in changes to the ports. + * + * @throws UnknownHostException + */ + protected void initialiseComms() throws UnknownHostException + { + // Start polling for missions: + if (this.missionPoller != null) + { + this.missionPoller.stopServer(); + } + + this.missionPoller = new TCPInputPoller(AddressHelper.getMissionControlPortOverride(), AddressHelper.MIN_MISSION_CONTROL_PORT, AddressHelper.MAX_FREE_PORT, true, "mcp") + { + @Override + public void onError(String error, DataOutputStream dos) + { + System.out.println("SENDING ERROR: " + error); + try + { + dos.writeInt(error.length()); + dos.writeBytes(error); + dos.flush(); + } + catch (IOException e) + { + } + } + + private void reply(String reply, DataOutputStream dos) + { + System.out.println("REPLYING WITH: " + reply); + try + { + dos.writeInt(reply.length()); + dos.writeBytes(reply); + dos.flush(); + } + catch (IOException e) + { + System.out.println("Failed to reply to message!"); + } + } + + @Override + public boolean onCommand(String command, String ipFrom, DataOutputStream dos) + { + System.out.println("Received from " + ipFrom + ":" + + command.substring(0, Math.min(command.length(), 1024))); + boolean keepProcessing = false; + + // Possible commands: + // 1: MALMO_REQUEST_CLIENT:: + // 2: MALMO_CANCEL_REQUEST + // 3: MALMO_FIND_SERVER + // 4: MALMO_KILL_CLIENT + // 5: MissionInit + + String reservePrefixGeneral = "MALMO_REQUEST_CLIENT:"; + String reservePrefix = reservePrefixGeneral + Loader.instance().activeModContainer().getVersion() + ":"; + String findServerPrefix = "MALMO_FIND_SERVER"; + String cancelRequestCommand = "MALMO_CANCEL_REQUEST"; + String killClientCommand = "MALMO_KILL_CLIENT"; + + if (command.startsWith(reservePrefix)) + { + // Reservation request. + // We either reply with MALMOOK, if we are free, or MALMOBUSY if not. + IState currentState = getStableState(); + if (currentState != null && currentState.equals(ClientState.DORMANT) && !isReserved()) + { + reserveClient(command.substring(reservePrefix.length())); + reply("MALMOOK", dos); + } + else + { + // We're busy - we can't be reserved. + reply("MALMOBUSY", dos); + } + } + else if (command.startsWith(reservePrefixGeneral)) + { + // Reservation request, but it didn't match the request we expect, above. + // This happens if the agent sending the request is running a different version of Malmo - + // a version mismatch error. + reply("MALMOERRORVERSIONMISMATCH in reservation string (Got " + command + ", expected " + reservePrefix + " - check your path for old versions of MalmoPython/MalmoJava/Malmo.lib etc)", dos); + } + else if (command.equals(cancelRequestCommand)) + { + // If we've been reserved, cancel the reservation. + if (isReserved()) + { + cancelReservation(); + reply("MALMOOK", dos); + } + else + { + // We weren't reserved in the first place - something is odd. + reply("MALMOERRORAttempt to cancel a reservation that was never made.", dos); + } + } + else if (command.startsWith(findServerPrefix)) + { + // Request to find the server for the given experiment ID. + String expID = command.substring(findServerPrefix.length()); + if (currentMissionInit() != null && currentMissionInit().getExperimentUID().equals(expID)) + { + // Our Experiment IDs match, so we are running the same experiment. + // Return the port and server IP address to the caller: + MinecraftServerConnection msc = currentMissionInit().getMinecraftServerConnection(); + if (msc == null) + reply("MALMONOSERVERYET", dos); // Mission might be starting up. + else + reply("MALMOS" + msc.getAddress().trim() + ":" + msc.getPort(), dos); + } + else + { + // We don't have a MissionInit ourselves, or we're running a different experiment, + // so we can't help. + reply("MALMONOSERVER", dos); + } + } + else if (command.equals(killClientCommand)) + { + // Kill switch provided in case AI takes over the world... + // Or, more likely, in case this Minecraft instance has become unreliable (eg if it's been running for several days) + // and needs to be replaced with a fresh instance. + // If we are currently running a mission, we gracefully decline, to prevent users from wiping out + // other users' experiments. + // We also decline unless we were launched in "replaceable" mode - a command-line switch that indicates we were + // launched by a script which is still running, and can therefore replace us when we terminate. + IState currentState = getStableState(); + if (currentState != null && currentState.equals(ClientState.DORMANT) && !isReserved()) + { + Configuration config = MalmoMod.instance.getModSessionConfigFile(); + if (config.getBoolean("replaceable", "runtype", false, "Will be replaced if killed")) + { + reply("MALMOOK", dos); + + missionPoller.stopServer(); + exitJava(); + } + else + { + reply("MALMOERRORNOTKILLABLE", dos); + } + } + else + { + // We're too busy and important to be killed. + reply("MALMOBUSY", dos); + } + } + else + { + // See if we've been sent a MissionInit message: + + MissionInitResult missionInitResult = decodeMissionInit(command); + + if (missionInitResult.wasMissionInit && missionInitResult.missionInit == null) + { + // Got sent a duff MissionInit xml - pass back the JAXB/SAXB errors. + reply("MALMOERROR" + missionInitResult.error, dos); + } + else if (missionInitResult.wasMissionInit && missionInitResult.missionInit != null) + { + MissionInit missionInit = missionInitResult.missionInit; + // We've been sent a MissionInit message. + // First, check the version number: + String platformVersion = missionInit.getPlatformVersion(); + String ourVersion = Loader.instance().activeModContainer().getVersion(); + if (platformVersion == null || !platformVersion.equals(ourVersion)) + { + reply("MALMOERRORVERSIONMISMATCH (Got " + platformVersion + ", expected " + ourVersion + " - check your path for old versions of MalmoPython/MalmoJava/Malmo.lib etc)", dos); + } + else + { + // MissionInit passed to us - this is a request to launch this mission. Can we? + IState currentState = getStableState(); + if (currentState != null && currentState.equals(ClientState.DORMANT) && isAvailable(missionInit.getExperimentUID())) + { + reply("MALMOOK", dos); + keepProcessing = true; // State machine will now process this MissionInit and start the mission. + } + else + { + // We're busy - we can't run this mission. + reply("MALMOBUSY", dos); + } + } + } + } + + return keepProcessing; + } + }; + + int mcPort = 0; + if (MalmoEnvServer.isEnv()) { + // Start up new "Env" service instead of Malmo AgentHost api. + System.out.println("***** Start MalmoEnvServer on port " + AddressHelper.getMissionControlPortOverride()); + this.envServer = new MalmoEnvServer(Loader.instance().activeModContainer().getVersion(), AddressHelper.getMissionControlPortOverride(), this.missionPoller); + Thread thread = new Thread("MalmoEnvServer") { + public void run() { + try { + envServer.serve(); + } catch (IOException ioe) { + System.out.println("MalmoEnvServer exist on " + ioe); + } + } + }; + thread.start(); + } else { + // "Legacy" AgentHost api. + this.missionPoller.start(); + mcPort = ClientStateMachine.this.missionPoller.getPortBlocking(); + } + + // Tell the address helper what the actual port is: + AddressHelper.setMissionControlPort(mcPort); + if (AddressHelper.getMissionControlPort() == -1) + { + // Failed to create a mission control port - nothing will work! + System.out.println("**** NO MISSION CONTROL SOCKET CREATED - WAS THE PORT IN USE? (Check Mod GUI options) ****"); + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Could not open a Mission Control Port - check the Mod GUI options.", TextCategory.TXT_CLIENT_WARNING, MISSING_MCP_PORT_ERROR); + } + else + { + // Clear the error string, if there was one: + ClientStateMachine.this.getScreenHelper().clearFragment(MISSING_MCP_PORT_ERROR); + } + // Display the port number: + ClientStateMachine.this.getScreenHelper().clearFragment(INFO_MCP_PORT); + if (AddressHelper.getMissionControlPort() != -1) + ClientStateMachine.this.getScreenHelper().addFragment("MCP: " + AddressHelper.getMissionControlPort(), TextCategory.TXT_INFO, INFO_MCP_PORT); + } + + public static void exitJava() { + // Give non-hard exit 10 seconds to complete and force a hard exit. + Thread deadMansHandle = new Thread(new Runnable() { + @Override + public void run() { + for (int i = 10; i > 0; i--) { + try { + Thread.sleep(1000); + System.out.println("Waiting to exit " + i + "..."); + } catch (InterruptedException e) { + System.out.println("Interrupted " + i + "..."); + } + } + + // Kill it with fire!!! + System.out.println("Attempting hard exit"); + FMLCommonHandler.instance().exitJava(0, true); + } + }); + + deadMansHandle.setDaemon(true); + deadMansHandle.start(); + + // Have to use FMLCommonHandler; direct calls to System.exit() are trapped and denied by the FML code. + FMLCommonHandler.instance().exitJava(0, false); + } + + // --------------------------------------------------------------------------------------------------------- + // Episode helpers - each extends a MissionStateEpisode to encapsulate a certain state + // --------------------------------------------------------------------------------------------------------- + + public abstract class ErrorAwareEpisode extends StateEpisode implements IMalmoMessageListener + { + protected Boolean errorFlag = false; + protected Map errorData = null; + + public ErrorAwareEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_ABORT); + } + + protected boolean pingAgent(boolean abortIfFailed) + { + if (AddressHelper.getMissionControlPort() == 0) { + // MalmoEnvServer has no server to client ping. + return true; + } + + boolean sentOkay = ClientStateMachine.this.getMissionControlSocket().sendTCPString("", 1); + if (!sentOkay) + { + // It's not available - bail. + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Lost contact with agent - aborting mission", TextCategory.TXT_CLIENT_WARNING, 10000); + if (abortIfFailed) + episodeHasCompletedWithErrors(ClientState.ERROR_LOST_AGENT, "Lost contact with the agent"); + } + return sentOkay; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + if (messageType == MalmoMod.MalmoMessageType.SERVER_ABORT) + { + synchronized (this.errorFlag) + { + this.errorFlag = true; + this.errorData = data; + // Save the error message, if there is one: + if (data != null) + { + String message = data.get("message"); + String user = data.get("username"); + String error = data.get("error"); + String report = ""; + if (user != null) + report += "From " + user + ": "; + if (error != null) + report += error; + if (message != null) + report += " (" + message + ")"; + ClientStateMachine.this.saveErrorDetails(report); + } + onAbort(data); + } + } + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_ABORT); + } + + protected boolean inAbortState() + { + synchronized (this.errorFlag) + { + return this.errorFlag; + } + } + + protected Map getErrorData() + { + synchronized (this.errorFlag) + { + return this.errorData; + } + } + + protected void onAbort(Map errorData) + { + // Default does nothing, but can be overridden. + } + } + + /** + * Helper base class that responds to the config change and updates our AddressHelper.
+ * This will also reset the mission poller. Depending on the state, more + * work may be needed (eg to recreate the command handler, etc) - it's up to + * the individual state episodes to do whatever else needs doing. + */ + abstract public class ConfigAwareStateEpisode extends ErrorAwareEpisode + { + ConfigAwareStateEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + public void onConfigChanged(OnConfigChangedEvent ev) + { + if (ev.getConfigID().equals(MalmoMod.SOCKET_CONFIGS)) + { + AddressHelper.update(MalmoMod.instance.getModSessionConfigFile()); + try + { + ClientStateMachine.this.initialiseComms(); + } + catch (UnknownHostException e) + { + // TODO What to do here? + e.printStackTrace(); + } + ScreenHelper.update(MalmoMod.instance.getModPermanentConfigFile()); + TCPUtils.update(MalmoMod.instance.getModPermanentConfigFile()); + } + } + } + + /** Initial episode - perform client setup */ + public class InitialiseClientModEpisode extends ConfigAwareStateEpisode + { + InitialiseClientModEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() throws Exception + { + ClientStateMachine.this.initialiseComms(); + + // This is necessary in order to allow user to exit the Minecraft window without halting the experiment: + GameSettings settings = Minecraft.getMinecraft().gameSettings; + settings.pauseOnLostFocus = false; + // And hook the screen helper into the ingame gui (which is responsible for overlaying chat, titles etc) - + // this has to be done after Minecraft.init(), so we do it here. + ScreenHelper.hookIntoInGameGui(); + } + + @Override + public void onRenderTick(TickEvent.RenderTickEvent ev) + { + // We wait until we start to get render ticks, at which point we assume Minecraft has finished starting up. + episodeHasCompleted(ClientState.DORMANT); + } + } + + // --------------------------------------------------------------------------------------------------------- + /** Dormant state - receptive to new missions */ + public class DormantEpisode extends ConfigAwareStateEpisode + { + private ClientStateMachine csMachine; + + protected DormantEpisode(ClientStateMachine machine) + { + super(machine); + this.csMachine = machine; + } + + @Override + protected void execute() + { + TextureHelper.init(); + + // Clear our current MissionInit state: + csMachine.currentMissionInit = null; + // Clear our current error state: + clearErrorDetails(); + // And clear out any stale commands left over from recent missions: + if (ClientStateMachine.this.controlInputPoller != null) + ClientStateMachine.this.controlInputPoller.clearCommands(); + // Finally, do some Java housekeeping: + System.gc(); + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) throws Exception + { + + Minecraft.getMinecraft().mcProfiler.startSection("malmoHandleMissionCommands"); + checkForMissionCommand(); + Minecraft.getMinecraft().mcProfiler.endSection(); + } + + private void checkForMissionCommand() throws Exception + { + if (ClientStateMachine.this.missionPoller == null) + return; + + CommandAndIPAddress comip = missionPoller.getCommandAndIPAddress(); + if (comip == null) + return; + String missionMessage = comip.command; + if (missionMessage == null || missionMessage.length() == 0) + return; + Minecraft.getMinecraft().mcProfiler.endSection(); + Minecraft.getMinecraft().mcProfiler.startSection("malmoDecodeMissionInit"); + + MissionInitResult missionInitResult = decodeMissionInit(missionMessage); + Minecraft.getMinecraft().mcProfiler.endSection(); + + MissionInit missionInit = missionInitResult.missionInit; + if (missionInit != null) + { + missionInit.getClientAgentConnection().setAgentIPAddress(comip.ipAddress); + System.out.println("Mission received: " + missionInit.getMission().getAbout().getSummary()); + csMachine.currentMissionInit = missionInit; + TimeHelper.SyncManager.numTicks = 0; + ScoreHelper.logMissionInit(missionInit); + + ClientStateMachine.this.createMissionControlSocket(); + // Move on to next state: + episodeHasCompleted(ClientState.CREATING_HANDLERS); + } + else + { + throw new Exception("Failed to get valid MissionInit object from SchemaHelper."); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Now the MissionInit XML has been decoded, the client needs to create the + * Mission Handlers. + */ + public class CreateHandlersEpisode extends ConfigAwareStateEpisode + { + protected CreateHandlersEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() throws Exception + { + // First, clear our reservation state, if we were reserved: + ClientStateMachine.this.cancelReservation(); + + // Now try creating the handlers: + try + { + if(envServer != null){ + SeedHelper.advanceNextSeed(envServer.getSeed()); + } + ClientStateMachine.this.missionBehaviour = MissionBehaviour.createAgentHandlersFromMissionInit(currentMissionInit()); + if (envServer != null) { + ClientStateMachine.this.missionBehaviour.addQuitProducer(envServer); + } + } + catch (Exception e) + { + // TODO + System.err.println("ERROR: Exception caught making agent handlers" + e.toString()); + e.printStackTrace(); + } + // Set up our command input poller. This is only checked during the MissionRunning episode, but + // it needs to be started now, so we can report the port it's using back to the agent. + TCPUtils.LogSection ls = new TCPUtils.LogSection("Initialise Command Input Poller"); + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + int requestedPort = cac.getClientCommandsPort(); + // If the requested port is 0, we dynamically allocate our own port, and feed that back to the agent. + // If the requested port is non-zero, we have to use it. + if (requestedPort != 0 && ClientStateMachine.this.controlInputPoller != null && ClientStateMachine.this.controlInputPoller.getPort() != requestedPort) + { + // A specific port has been requested, and it's not the one we are currently using, + // so we need to recreate our poller. + System.out.println("Requested command port is not the same as the input poller port; the port was not free. Stopping server."); + ClientStateMachine.this.controlInputPoller.stopServer(); + ClientStateMachine.this.controlInputPoller = null; + } + if (ClientStateMachine.this.controlInputPoller == null) + { + if (requestedPort == 0) + ClientStateMachine.this.controlInputPoller = new TCPInputPoller(AddressHelper.MIN_FREE_PORT, AddressHelper.MAX_FREE_PORT, true, "com"); + else + ClientStateMachine.this.controlInputPoller = new TCPInputPoller(requestedPort, "com"); + System.out.println("Starting command server."); + ClientStateMachine.this.controlInputPoller.start(); + } + // Make sure the cac is up-to-date: + cac.setClientCommandsPort(ClientStateMachine.this.controlInputPoller.getPortBlocking()); + ls.close(); + + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + // Set the agent's name as the current username: + List agents = currentMissionInit().getMission().getAgentSection(); + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + AuthenticationHelper.setPlayerName(Minecraft.getMinecraft().getSession(), agentName); + // If the player's profile properties are empty, MC will keep pinging the Minecraft session service + // to fill them, resulting in multiple http requests and grumpy responses from the server + // (see https://github.com/Microsoft/malmo/issues/568). + // To prevent this, we add a dummy property. + Minecraft.getMinecraft().getProfileProperties().put("dummy", new Property("dummy", "property")); + // Handlers and poller created successfully; proceed to next stage of loading. + // We will either need to connect to an existing server, or to start + // a new integrated server ourselves, depending on our role. + // For now, assume that the mod with role 0 is responsible for the server. + if (currentMissionInit().getClientRole() == 0) + { + // We are responsible for the server - investigate what needs to happen next: + episodeHasCompleted(ClientState.EVALUATING_WORLD_REQUIREMENTS); + } + else + { + // We may need to connect to a server. + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_READY); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Attempt to connect to a server. Wait until connection is established. + */ + public class WaitingForServerEpisode extends ConfigAwareStateEpisode + { + String agentName; + int ticksUntilNextPing = 0; + int totalTicks = 0; + boolean waitingForChunk = false; + boolean waitingForPlayer = true; + + protected WaitingForServerEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_ALLPLAYERSJOINED); + } + + private boolean isChunkReady() + { + // First, find the starting position we ought to have: + List agents = currentMissionInit().getMission().getAgentSection(); + if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + return true; // This should never happen. + AgentSection as = agents.get(currentMissionInit().getClientRole()); + if (as.getAgentStart() != null && as.getAgentStart().getPlacement() != null) + { + PosAndDirection pos = as.getAgentStart().getPlacement(); + int x = MathHelper.floor(pos.getX().doubleValue()) >> 4; + int z = MathHelper.floor(pos.getZ().doubleValue()) >> 4; + // Now get the chunk we should be starting in: + IChunkProvider chunkprov = Minecraft.getMinecraft().world.getChunkProvider(); + EntityPlayerSP player = Minecraft.getMinecraft().player; + if (player.addedToChunk) + { + // Our player is already added to a chunk - is it the right one? + Chunk actualChunk = chunkprov.provideChunk(player.chunkCoordX, player.chunkCoordZ); + Chunk requestedChunk = chunkprov.provideChunk(x, z); + if (actualChunk == requestedChunk && actualChunk != null && !actualChunk.isEmpty()) + { + // We're in the right chunk, and it's not an empty chunk. + // We're ready to proceed, but first set our client positions to where we ought to be. + // The server should be doing this too, but there's no harm (probably) in doing it ourselves. + player.posX = pos.getX().doubleValue(); + player.posY = pos.getY().doubleValue(); + player.posZ = pos.getZ().doubleValue(); + return true; + } + } + return false; // Our starting position has been specified, but it's not yet ready. + } + return true; // No starting position specified, so doesn't matter where we start. + } + + @Override + protected void onClientTick(ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + if (this.waitingForPlayer) + { + if (Minecraft.getMinecraft().player != null) + { + this.waitingForPlayer = false; + handleLan(); + } + else + return; + } + + totalTicks++; + + if (ticksUntilNextPing == 0) + { + // Tell the server what our agent name is. + // We do this repeatedly, because the server might not yet be listening. + if (Minecraft.getMinecraft().player != null && !this.waitingForChunk) + { + HashMap map = new HashMap(); + map.put("agentname", agentName); + map.put("username", Minecraft.getMinecraft().player.getName()); + currentMissionBehaviour().appendExtraServerInformation(map); + System.out.println("***Telling server we are ready - " + agentName); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTREADY, 0, map)); + } + + // We also ping our agent, just to check it is still available: + pingAgent(true); // Will abort to an error state if client unavailable. + + ticksUntilNextPing = 10; // Try again in ten ticks. + } + else + { + ticksUntilNextPing--; + } + + if (this.waitingForChunk) + { + // The server is ready, we're just waiting for our chunk to appear. + if (isChunkReady()) + proceed(); + } + + List agents = currentMissionInit().getMission().getAgentSection(); + boolean completedWithErrors = false; + + if (agents.size() > 1 && currentMissionInit().getClientRole() != 0) + { + // We are waiting to join an out-of-process server. Need to pay attention to what happens - + // if we can't join, for any reason, we should abort the mission. + GuiScreen screen = Minecraft.getMinecraft().currentScreen; + if (screen != null && screen instanceof GuiDisconnected) { + // Disconnected screen appears when something has gone wrong. + // Would be nice to grab the reason from the screen, but it's a private member. + // (Can always use reflection, but it's so inelegant.) + String msg = "Unable to connect to Minecraft server in multi-agent mission."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CONNECT_TO_SERVER, msg); + completedWithErrors = true; + } + } + + if (!completedWithErrors && totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for server episode to start."; + TCPUtils.Log(Level.SEVERE, msg); + // AOG - If we have timed out waiting for the server to be ready, then the + // MalmoEnvServer is also likely stuck trying to handle a peek request from + // Python client. We need to signal the env server should abort the request + // so that the client detects the error and can retry. + if (envServer != null) { + envServer.abort(); + } + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_EPISODE_START, msg); + } + } + + @Override + protected void execute() throws Exception + { + totalTicks = 0; + + Minecraft.getMinecraft().displayGuiScreen(null); // Clear any menu screen that might confuse things. + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + //if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + // throw new Exception("No agent section for us!"); // TODO + this.agentName = agents.get(currentMissionInit().getClientRole()).getName(); + + if (agents.size() > 1 && currentMissionInit().getClientRole() != 0) + { + // Multi-agent mission, we should be joining a server. + // (Unless we are already on the correct server.) + String address = currentMissionInit().getMinecraftServerConnection().getAddress().trim(); + int port = currentMissionInit().getMinecraftServerConnection().getPort(); + String targetIP = address + ":" + port; + System.out.println("We should be joining " + targetIP); + EntityPlayerSP player = Minecraft.getMinecraft().player; + boolean namesMatch = (player == null) || Minecraft.getMinecraft().player.getName().equals(this.agentName); + if (!namesMatch) + { + // The name of our agent no longer matches the agent in our game profile - + // safest way to update is to log out and back in again. + // This hangs so just warn instead about the miss-match and proceed. + TCPUtils.Log(Level.WARNING,"Agent name does not match agent in game."); + // Minecraft.getMinecraft().world.sendQuittingDisconnectingPacket(); + // Minecraft.getMinecraft().loadWorld((WorldClient)null); + } + if (Minecraft.getMinecraft().getCurrentServerData() == null || !Minecraft.getMinecraft().getCurrentServerData().serverIP.equals(targetIP)) + { + net.minecraftforge.fml.client.FMLClientHandler.instance().connectToServerAtStartup(address, port); + } + this.waitingForPlayer = false; + } + } + + protected void handleLan() + { + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + //if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + // throw new Exception("No agent section for us!"); // TODO + this.agentName = agents.get(currentMissionInit().getClientRole()).getName(); + + if (agents.size() > 1 && currentMissionInit().getClientRole() == 0) // Multi-agent mission - make sure the server is open to the LAN: + { + MinecraftServerConnection msc = new MinecraftServerConnection(); + String address = currentMissionInit().getClientAgentConnection().getClientIPAddress(); + // Do we need to open to LAN? + if (Minecraft.getMinecraft().isSingleplayer() && !Minecraft.getMinecraft().getIntegratedServer().getPublic()) + { + String portstr = Minecraft.getMinecraft().getIntegratedServer().shareToLAN(GameType.SURVIVAL, true); // Set to true to stop spam kicks. + ClientStateMachine.this.integratedServerPort = Integer.valueOf(portstr); + } + + TCPUtils.Log(Level.INFO,"Integrated server port: " + ClientStateMachine.this.integratedServerPort); + msc.setPort(ClientStateMachine.this.integratedServerPort); + msc.setAddress(address); + + if (envServer != null) { + envServer.notifyIntegrationServerStarted(ClientStateMachine.this.integratedServerPort); + } + currentMissionInit().setMinecraftServerConnection(msc); + } + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + + if (messageType != MalmoMessageType.SERVER_ALLPLAYERSJOINED) + return; + + List handlers = new ArrayList(); + for (Entry entry : data.entrySet()) + { + if (entry.getKey().equals("startPosition")) + { + try + { + String[] parts = entry.getValue().split(":"); + Float x = Float.valueOf(parts[0]); + Float y = Float.valueOf(parts[1]); + Float z = Float.valueOf(parts[2]); + // Find the starting position we ought to have: + List agents = currentMissionInit().getMission().getAgentSection(); + if (agents != null && agents.size() > currentMissionInit().getClientRole()) + { + // And write this new position into it: + AgentSection as = agents.get(currentMissionInit().getClientRole()); + AgentStart startSection = as.getAgentStart(); + if (startSection != null) + { + PosAndDirection pos = startSection.getPlacement(); + if (pos == null) + pos = new PosAndDirection(); + pos.setX(new BigDecimal(x)); + pos.setY(new BigDecimal(y)); + pos.setZ(new BigDecimal(z)); + startSection.setPlacement(pos); + as.setAgentStart(startSection); + } + } + } + catch (Exception e) + { + System.out.println("Couldn't interpret position data"); + } + } + else + { + String extraHandler = entry.getValue(); + if (extraHandler != null && extraHandler.length() > 0) + { + try + { + Class handlerClass = Class.forName(entry.getKey()); + Object handler = SchemaHelper.deserialiseObject(extraHandler, "MissionInit.xsd", handlerClass); + handlers.add(handler); + } + catch (Exception e) + { + System.out.println("Error trying to create extra handlers: " + e); + // Do something... like episodeHasCompletedWithErrors(nextState, error)? + } + } + } + } + if (!handlers.isEmpty()) + currentMissionBehaviour().addExtraHandlers(handlers); + this.waitingForChunk = true; + } + + private void proceed() + { + // The server is ready, so send our MissionInit back to the agent and go! + // We launch the agent by sending it the MissionInit message we were sent + // (but with the Launcher's IP address included) + String xml = null; + boolean sentOkay = false; + String errorReport = ""; + try + { + xml = SchemaHelper.serialiseObject(currentMissionInit(), MissionInit.class); + if (AddressHelper.getMissionControlPort() == 0) { + if (envServer != null) { + // TODO MalmoEnvServer <- Running + } + sentOkay = true; + } else { + sentOkay = ClientStateMachine.this.getMissionControlSocket().sendTCPString(xml, 1); + } + } + catch (JAXBException e) + { + errorReport = e.getMessage(); + } + if (sentOkay) + episodeHasCompleted(ClientState.RUNNING); + else + { + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Could not contact agent to start mission - mission will abort.", TextCategory.TXT_CLIENT_WARNING, 10000); + if (!errorReport.isEmpty()) + { + ClientStateMachine.this.getScreenHelper().addFragment("ERROR DETAILS: " + errorReport, TextCategory.TXT_CLIENT_WARNING, 10000); + errorReport = ": " + errorReport; + } + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_START_AGENT, "Failed to send MissionInit back to agent" + errorReport); + } + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_ALLPLAYERSJOINED); + } + } + + /** + * Wait for the server to decide the mission has ended.
+ * We're not allowed to return to dormant until the server decides everyone can. + */ + public class WaitingForServerMissionEndEpisode extends ConfigAwareStateEpisode + { + protected WaitingForServerMissionEndEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_MISSIONOVER); + } + + @Override + protected void execute() throws Exception + { + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + if (agents == null || agents.size() <= currentMissionInit().getClientRole()) + throw new Exception("No agent section for us!"); // TODO + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + + // Now send a message to the server saying that we are ready: + HashMap map = new HashMap(); + map.put("agentname", agentName); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTSTOPPED, 0, map)); + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + if (messageType == MalmoMessageType.SERVER_MISSIONOVER) + episodeHasCompleted(ClientState.DORMANT); + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_MISSIONOVER); + } + + @Override + protected void onAbort(Map errorData) + { + episodeHasCompleted(ClientState.MISSION_ABORTED); + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Depending on the basemap provided, either begin to perform a full world + * load, or reset the current world + */ + public class EvaluateWorldRequirementsEpisode extends ConfigAwareStateEpisode + { + EvaluateWorldRequirementsEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + // We are responsible for creating the server, if required. + // This means we need access to the server's MissionHandlers: + MissionBehaviour serverHandlers = null; + try + { + serverHandlers = MissionBehaviour.createServerHandlersFromMissionInit(currentMissionInit()); + } + catch (Exception e) + { + episodeHasCompletedWithErrors(ClientState.ERROR_DUFF_HANDLERS, "Could not create server mission handlers: " + e.getMessage()); + } + + World world = null; + if (Minecraft.getMinecraft().getIntegratedServer() != null) + world = Minecraft.getMinecraft().getIntegratedServer().getEntityWorld(); + + boolean needsNewWorld = serverHandlers != null && serverHandlers.worldGenerator != null && serverHandlers.worldGenerator.shouldCreateWorld(currentMissionInit(), world); + boolean worldCurrentlyExists = world != null; + if (worldCurrentlyExists) + { + // If a world already exists, we need to check that our requested agent name matches the name + // of the player. If not, the safest thing to do is start a new server. + // Get our name from the Mission: + List agents = currentMissionInit().getMission().getAgentSection(); + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + if (Minecraft.getMinecraft().player != null) + { + if (!Minecraft.getMinecraft().player.getName().equals(agentName)) + needsNewWorld = true; + } + } + if (needsNewWorld && worldCurrentlyExists) + { + // We want a new world, and there is currently a world running, + // so we need to kill the current world. + episodeHasCompleted(ClientState.PAUSING_OLD_SERVER); + } + else if (needsNewWorld && !worldCurrentlyExists) + { + // We want a new world, and there is currently nothing running, + // so jump to world creation: + episodeHasCompleted(ClientState.CREATING_NEW_WORLD); + } + else if (!needsNewWorld && worldCurrentlyExists) + { + // We don't want a new world, and we can use the current one - + // but we own the server, so we need to pass it the new mission init: + Minecraft.getMinecraft().getIntegratedServer().addScheduledTask(new Runnable() + { + @Override + public void run() + { + try + { + MalmoMod.instance.sendMissionInitDirectToServer(currentMissionInit); + } + catch (Exception e) + { + episodeHasCompletedWithErrors(ClientState.ERROR_INTEGRATED_SERVER_UNREACHABLE, "Could not send MissionInit to our integrated server: " + e.getMessage()); + } + } + }); + // Skip all the map loading stuff and go straight to waiting for the server: + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_READY); + } + else if (!needsNewWorld && !worldCurrentlyExists) + { + // Mission has requested no new world, but there is no current world to play in - this is an error: + episodeHasCompletedWithErrors(ClientState.ERROR_NO_WORLD, "We have no world to play in - check that your ServerHandlers section contains a world generator"); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Pause the old server. It's vital that we do this, otherwise it will + * respond to the quit disconnect package straight away and kill the server + * thread, which means there will be no server to respond to the loadWorld + * code. (This was the cause of the infamous "Holder Lookups" hang.) + */ + public class PauseOldServerEpisode extends ConfigAwareStateEpisode + { + int serverTickCount = 0; + int clientTickCount = 0; + int totalTicks = 0; + + PauseOldServerEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + serverTickCount = 0; + clientTickCount = 0; + totalTicks = 0; + + if (Minecraft.getMinecraft().getIntegratedServer() != null && Minecraft.getMinecraft().world != null) + { + // If the integrated server has been opened to the LAN, we won't be able to pause it. + // To get around this, we need to make it think it's not open, by modifying its isPublic flag. + if (Minecraft.getMinecraft().getIntegratedServer().getPublic()) + { + if (!killPublicFlag(Minecraft.getMinecraft().getIntegratedServer())) + { + // Can't pause, don't want to risk the hang - so bail. + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CREATE_WORLD, "Can not pause the old server since it's open to LAN; no way to safely create new world."); + } + } + + Minecraft.getMinecraft().displayGuiScreen(new GuiIngameMenu()); + } + } + + private boolean killPublicFlag(IntegratedServer server) + { + // Are we in a dev environment? + boolean devEnv = (Boolean) Launch.blackboard.get("fml.deobfuscatedEnvironment"); + // We need to know, because the member name will either be obfuscated or not. + String isPublicMemberName = devEnv ? "isPublic" : "field_71346_p"; + // NOTE: obfuscated name may need updating if Forge changes. + Field isPublic; + try + { + isPublic = IntegratedServer.class.getDeclaredField(isPublicMemberName); + isPublic.setAccessible(true); + isPublic.set(server, false); + return true; + } + catch (SecurityException e) + { + e.printStackTrace(); + } + catch (IllegalAccessException e) + { + e.printStackTrace(); + } + catch (IllegalArgumentException e) + { + e.printStackTrace(); + } + catch (NoSuchFieldException e) + { + e.printStackTrace(); + } + return false; + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + // We need to make sure that both the client and server have paused, + // otherwise we are still susceptible to the "Holder Lookups" hang. + + // Since the server sets its pause state in response to the client's pause state, + // and it only performs this check once, at the top of its tick method, + // to be sure that the server has had time to set the flag correctly we need to make sure + // that at least one server tick method has *started* since the flag was set. + // We can't do this by catching the onServerTick events, since we don't receive them when the game is paused. + + // The following code makes use of the fact that the server both locks and empties the server's futureQueue, + // every time through the server tick method. + // This locking means that if the client - which needs to wait on the lock - + // tries to add an event to the queue in response to an event on the queue being executed, + // the newly added event will have to happen in a subsequent tick. + if ((Minecraft.getMinecraft().isGamePaused() || Minecraft.getMinecraft().player == null) && ev != null && ev.phase == Phase.END && this.clientTickCount == this.serverTickCount && this.clientTickCount <= 2) + { + this.clientTickCount++; // Increment our count, and wait for the server to catch up. + Minecraft.getMinecraft().getIntegratedServer().addScheduledTask(new Runnable() + { + public void run() + { + // Increment the server count. + PauseOldServerEpisode.this.serverTickCount++; + } + }); + } + + if (this.serverTickCount > 2) { + episodeHasCompleted(ClientState.CLOSING_OLD_SERVER); + } else if (++totalTicks > WAIT_MAX_TICKS) { + String msg = "Too long waiting for server episode to pause."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_EPISODE_PAUSE, msg); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Send a disconnecting message to the current server - sent before attempting to load a new world. + */ + public class CloseOldServerEpisode extends ConfigAwareStateEpisode + { + int totalTicks; + + CloseOldServerEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + totalTicks = 0; + + if (Minecraft.getMinecraft().world != null) + { + // If the Minecraft server isn't paused at this point, + // then the following line will cause the server thread to exit... + Minecraft.getMinecraft().world.sendQuittingDisconnectingPacket(); + // ...in which case the next line will hang. + Minecraft.getMinecraft().loadWorld((WorldClient) null); + // Must display the GUI or Minecraft will attempt to access a non-existent player in the client tick. + Minecraft.getMinecraft().displayGuiScreen(new GuiMainMenu()); + + // Allow shutdown messages to flow through. + try { + Thread.sleep(10000); + } catch (InterruptedException ie) { + } + } + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + if (ev.phase == Phase.END) + episodeHasCompleted(ClientState.CREATING_NEW_WORLD); + + if (++totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for server episode to close."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_EPISODE_CLOSE, msg); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * Attempt to create a world. + */ + public class CreateWorldEpisode extends ConfigAwareStateEpisode + { + boolean serverStarted = false; + boolean worldCreated = false; + int totalTicks = 0; + + CreateWorldEpisode(ClientStateMachine machine) + { + super(machine); + } + + @Override + protected void execute() + { + try + { + totalTicks = 0; + + // We need to use the server's MissionHandlers here: + MissionBehaviour serverHandlers = MissionBehaviour.createServerHandlersFromMissionInit(currentMissionInit()); + if (serverHandlers != null && serverHandlers.worldGenerator != null) + { + if (serverHandlers.worldGenerator.createWorld(currentMissionInit())) + { + this.worldCreated = true; + if (Minecraft.getMinecraft().getIntegratedServer() != null) + Minecraft.getMinecraft().getIntegratedServer().setOnlineMode(false); + } + else + { + // World has not been created. + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CREATE_WORLD, "Server world-creation handler failed to create a world: " + serverHandlers.worldGenerator.getErrorDetails()); + } + } + } + catch (Exception e) + { + episodeHasCompletedWithErrors(ClientState.ERROR_CANNOT_CREATE_WORLD, "Server world-creation handler failed to create a world: " + e.getMessage()); + } + } + + @Override + protected void onServerTick(ServerTickEvent ev) + { + if (this.worldCreated && !this.serverStarted) + { + // The server has started ticking - we can set up its state machine, + // and move on to the next state in our own machine. + this.serverStarted = true; + MalmoMod.instance.initIntegratedServer(currentMissionInit()); // Needs to be done from the server thread. + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_READY); + } + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + if (++totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for world to be created."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_WORLD_CREATE, msg); + } + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * State in which an agent has finished the mission, but is waiting for the server to draw stumps. + */ + public class MissionIdlingEpisode extends ConfigAwareStateEpisode + { + int totalTicks = 0; + + protected MissionIdlingEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + } + + @Override + protected void execute() + { + totalTicks = 0; + TimeHelper.SyncManager.numTicks = 0; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + // This message will be sent to us once the server has decided the mission is over. + if (messageType == MalmoMessageType.SERVER_STOPAGENTS) + episodeHasCompleted(ClientState.MISSION_ENDED); + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + } + + @Override + public void onClientTick(TickEvent.ClientTickEvent ev) + { + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + episodeHasCompleted(ClientState.MISSION_ABORTED); + + ++totalTicks; + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * State in which a mission is running.
+ * This state is ended by the death of the player or by the IWantToQuit + * handler, or by the server declaring the mission is over. + */ + public class MissionRunningEpisode extends ConfigAwareStateEpisode implements VideoProducedObserver + { + public static final int FailedTCPSendCountTolerance = 3; // Number of TCP timeouts before we cancel the mission + + protected MissionRunningEpisode(ClientStateMachine machine) + { + super(machine); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + MalmoMod.MalmoMessageHandler.registerForMessage(this, MalmoMessageType.SERVER_GO); + } + + boolean serverHasFiredStartingPistol = false; + boolean playerDied = false; + private int failedTCPRewardSendCount = 0; + private int failedTCPObservationSendCount = 0; + private boolean wantsToQuit = false; // We have decided our mission is at an end + private List videoHooks = new ArrayList(); + private String quitCode = ""; + private TCPSocketChannel observationSocket = null; + private TCPSocketChannel rewardSocket = null; + private long lastPingSent = 0; + private long pingFrequencyMs = 1000; + private boolean shouldMissionEnd = false; + private long frameTimestamp = 0; + + public void frameProduced() { + this.frameTimestamp = System.currentTimeMillis(); + } + + protected void onMissionStarted() + { + frameTimestamp = 0; + + // Open our communication channels: + openSockets(); + + this.shouldMissionEnd = false; + // Tell the server we have started: + HashMap map = new HashMap(); + map.put("username", Minecraft.getMinecraft().player.getName()); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTRUNNING, 0, map)); + + // Set up our mission handlers: + if (currentMissionBehaviour().commandHandler != null) + { + currentMissionBehaviour().commandHandler.install(currentMissionInit()); + currentMissionBehaviour().commandHandler.setOverriding(true); + } + + if (currentMissionBehaviour().observationProducer != null) + currentMissionBehaviour().observationProducer.prepare(currentMissionInit()); + + if (currentMissionBehaviour().quitProducer != null) + currentMissionBehaviour().quitProducer.prepare(currentMissionInit()); + + if (currentMissionBehaviour().rewardProducer != null) + currentMissionBehaviour().rewardProducer.prepare(currentMissionInit()); + + if (currentMissionBehaviour().performanceProducer != null) + currentMissionBehaviour().performanceProducer.prepare(currentMissionInit()); + + // Disable the gui for the episode! + Minecraft.getMinecraft().gameSettings.hideGUI = true; + + for (IVideoProducer videoProducer : currentMissionBehaviour().videoProducers) + { + VideoHook hook = new VideoHook(); + this.videoHooks.add(hook); + frameProduced(); + hook.start(currentMissionInit(), videoProducer, this, envServer); + } + + // Make sure we have mouse control: + ClientStateMachine.this.inputController.setInputType(InputType.AI); + Minecraft.getMinecraft().inGameHasFocus = true; // Otherwise auto-repeat won't work for mouse clicks. + + // Overclocking: + ModSettings modsettings = currentMissionInit().getMission().getModSettings(); + if (modsettings != null && modsettings.getMsPerTick() != null) + TimeHelper.setMinecraftClientClockSpeed(1000 / modsettings.getMsPerTick()); + if (modsettings != null && modsettings.isPrioritiseOffscreenRendering() == Boolean.TRUE) + TimeHelper.displayGranularityMs = 1000; + TimeHelper.unpause(); + + // Synchronization + if (envServer != null){ + if(!envServer.doIWantToQuit(currentMissionInit())){ + TimeHelper.SyncManager.setSynchronous(envServer.isSynchronous()); + } else { + TimeHelper.SyncManager.setSynchronous(false); + } + } + } + + protected void onMissionEnded(IState nextState, String errorReport) + { + //Send the final data associated with the misson here. + this.shouldMissionEnd = false; + sendData(true); + + // Tidy up our mission handlers: + if (currentMissionBehaviour().rewardProducer != null) + currentMissionBehaviour().rewardProducer.cleanup(); + + if (currentMissionBehaviour().quitProducer != null) + currentMissionBehaviour().quitProducer.cleanup(); + + if (currentMissionBehaviour().observationProducer != null) + currentMissionBehaviour().observationProducer.cleanup(); + + if (currentMissionBehaviour().commandHandler != null) + { + currentMissionBehaviour().commandHandler.setOverriding(false); + currentMissionBehaviour().commandHandler.deinstall(currentMissionInit()); + } + + if (AddressHelper.getMissionControlPort() == 0) { + if (envServer != null) { + byte[] obs = envServer.getObservation(false); + envServer.endMission(); + } + } + + // Close our communication channels: + closeSockets(); + + for (VideoHook hook : this.videoHooks) + hook.stop(ClientStateMachine.this.missionEndedData); + + + // Disable the gui for the episode! + Minecraft.getMinecraft().gameSettings.hideGUI = false; + + // Return Minecraft speed to "normal": + TimeHelper.SyncManager.setPistolFired(false); + TimeHelper.setMinecraftClientClockSpeed(20); + TimeHelper.displayGranularityMs = 0; + TimeHelper.unpause(); + TimeHelper.SyncManager.setSynchronous(false); + + ClientStateMachine.this.missionQuitCode = this.quitCode; + if (errorReport != null) + episodeHasCompletedWithErrors(nextState, errorReport); + else + episodeHasCompleted(nextState); + } + + @Override + protected void execute() + { + onMissionStarted(); + } + + @Override + public void onClientTick(ClientTickEvent event) + { + // If we aren't performing synchronous ticking use the client Tick to handle updates + if(!TimeHelper.SyncManager.isSynchronous()){ + onTick(false, event.phase); + } + } + + @Override + public void onSyncTick(SyncTickEvent ev){ + // If we are performing synchronous ticking + onTick(true, ev.pos); + } + + private synchronized void onTick(Boolean synchronous, TickEvent.Phase phase){ + // TimeHelper.SyncManager.debugLog("[CLIENT_STATE_MACHINE] " + phase.toString()); + // Check to see whether anything has caused us to abort - if so, go to the abort state. + if (inAbortState()) + onMissionEnded(ClientState.MISSION_ABORTED, "Mission was aborted by server: " + ClientStateMachine.this.getErrorDetails()); + // Check to see whether we've been kicked from the server. + NetHandlerPlayClient npc = Minecraft.getMinecraft().getConnection(); + if(npc == null){ + if(this.serverHasFiredStartingPistol){ + onMissionEnded(ClientState.ERROR_LOST_NETWORK_CONNECTION, "Server was closed"); + return; + } + } + else{ + NetworkManager netman = npc.getNetworkManager(); + if (netman != null && !netman.hasNoChannel() && !netman.isChannelOpen()) + { + // Connection has been lost. + onMissionEnded(ClientState.ERROR_LOST_NETWORK_CONNECTION, "Client was kicked from server - " + netman.getExitMessage().getUnformattedText()); + } + + } + + // Check we are still in touch with the agent: + if (System.currentTimeMillis() > this.lastPingSent + this.pingFrequencyMs) + { + this.lastPingSent = System.currentTimeMillis(); + // Ping the agent - if serverHasFiredStartingPistol is true, we don't need to abort - + // we can simply set the wantsToQuit flag and end the mission cleanly. + // If serverHasFiredStartingPistol is false, then the mission isn't yet running, and + // setting the quit flag will do nothing - so we need to abort. + if (!pingAgent(false)) + { + if (!this.serverHasFiredStartingPistol){ + onMissionEnded(ClientState.ERROR_LOST_AGENT, "Lost contact with the agent"); + return; + } + else + { + System.out.println("Error - agent is not responding to pings."); + this.wantsToQuit = true; + this.quitCode = MalmoMod.AGENT_UNRESPONSIVE_CODE; + } + } + } + + + if (this.frameTimestamp != 0 && (System.currentTimeMillis() - this.frameTimestamp > VIDEO_MAX_WAIT) && !synchronous) { + System.out.println("No video produced recently. Aborting mission."); + if (!this.serverHasFiredStartingPistol) + onMissionEnded(ClientState.ERROR_LOST_VIDEO, "No video produced recently."); + else + { + System.out.println("Error - not receiving video."); + this.wantsToQuit = true; + this.quitCode = MalmoMod.VIDEO_UNRESPONSIVE_CODE; + } + } + + if(Minecraft.getMinecraft().world == null){ + if(this.serverHasFiredStartingPistol){ + onMissionEnded(ClientState.ERROR_NO_WORLD, "No world for client. Must be in main menu"); + } + + return; + + } + // Check here to see whether the player has died or not: + if (!this.playerDied && Minecraft.getMinecraft().player.isDead) + { + this.playerDied = true; + this.quitCode = MalmoMod.AGENT_DEAD_QUIT_CODE; + } + + // Although we only arrive in this episode once the server has determined that all clients are ready to go, + // the server itself waits for all clients to begin running before it enters the running state itself. + // This creates a small vulnerability, since a running client could theoretically *finish* its mission + // before the server manages to *start*. + // (This has potentially disastrous effects for the state machine, and is easy to reproduce by, + // for example, setting the start point and goal of the mission to the same coordinates.) + + // To guard against this happening, although we are running, we don't act on anything - + // we don't check for commands, or send observations or rewards - until we get the SERVER_GO signal, + // which is sent once the server's running episode has started. + + + TimeHelper.SyncManager.setPistolFired(this.serverHasFiredStartingPistol); + if (!this.serverHasFiredStartingPistol){ + return; + } + + // Perhaps the race condition could be that synchronous is then set to false when the quit command is recieved! + if(synchronous && phase == Phase.START){ + checkForControlCommand(); + } + if (phase == Phase.END) + { + + + // Check whether or not we want to quit: + IWantToQuit quitHandler = (currentMissionBehaviour() != null) ? currentMissionBehaviour().quitProducer : null; + boolean quitHandlerFired = (quitHandler != null && quitHandler.doIWantToQuit(currentMissionInit())); + if (quitHandlerFired || this.wantsToQuit || this.playerDied || this.shouldMissionEnd) + { + if (quitHandlerFired) + { + this.quitCode = quitHandler.getOutcome(); + } + try + { + // Save the quit code for anything that needs it: + MalmoMod.getPropertiesForCurrentThread().put("QuitCode", this.quitCode); + } + catch (Exception e) + { + System.out.println("Failed to get properties - final reward may go missing."); + } + + // Get the final reward data: + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + // if (currentMissionBehaviour() != null && currentMissionBehaviour().rewardProducer != null && cac != null) + // currentMissionBehaviour().rewardProducer.getReward(currentMissionInit(), ClientStateMachine.this.finalReward); + + // Now send a message to the server saying that we have finished our mission: + List agents = currentMissionInit().getMission().getAgentSection(); + String agentName = agents.get(currentMissionInit().getClientRole()).getName(); + HashMap map = new HashMap(); + map.put("agentname", agentName); + map.put("username", Minecraft.getMinecraft().player.getName()); + map.put("quitcode", this.quitCode); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_AGENTFINISHEDMISSION, 0, map)); + + onMissionEnded(ClientState.MISSION_ABORTED, null); + } + else + { + // If in the case that we are asynchronous, do this + // wack stuff of checking input at the end of a tick... + if(!synchronous){ + + checkForControlCommand(); + } + + // Send off observation and reward data: + // And see if we have any incoming commands to act upon: + sendData(false); + } + } + } + + private void openSockets() + { + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + this.observationSocket = new TCPSocketChannel(cac.getAgentIPAddress(), cac.getAgentObservationsPort(), "obs"); + this.rewardSocket = new TCPSocketChannel(cac.getAgentIPAddress(), cac.getAgentRewardsPort(), "rew"); + } + + private void closeSockets() + { + this.observationSocket.close(); + this.rewardSocket.close(); + } + + private void sendData(boolean done) + { + TCPUtils.LogSection ls = new TCPUtils.LogSection("Sending data"); + + Minecraft.getMinecraft().mcProfiler.startSection("malmoSendData"); + // Create the observation data: + String data = ""; + Minecraft.getMinecraft().mcProfiler.startSection("malmoGatherObservationJSON"); + + if (currentMissionBehaviour() != null && currentMissionBehaviour().observationProducer != null) + { + JsonObject json = new JsonObject(); + currentMissionBehaviour().observationProducer.writeObservationsToJSON(json, currentMissionInit()); + data = json.toString(); + } + Minecraft.getMinecraft().mcProfiler.endSection(); //malmogatherjson + Minecraft.getMinecraft().mcProfiler.startSection("malmoSendTCPObservations"); + + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + + if (data != null && data.length() > 2 && cac != null) // An empty json string will be "{}" (length 2) - don't send these. + { + // TimeHelper.SyncManager.debugLog("[CLIENT_STATE_MACHINE INFO] " + Integer.toString(AddressHelper.getMissionControlPort())); + if (AddressHelper.getMissionControlPort() == 0) { + if (envServer != null) { + // TODO wierd, aren't we doing this? + envServer.observation(data); + } + } else { + // Bung the whole shebang off via TCP: + if (this.observationSocket.sendTCPString(data)) { + this.failedTCPObservationSendCount = 0; + } else { + // Failed to send observation message. + this.failedTCPObservationSendCount++; + TCPUtils.Log(Level.WARNING, "Observation signal delivery failure count at " + this.failedTCPObservationSendCount); + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Agent missed observation signal", TextCategory.TXT_CLIENT_WARNING, 5000); + } + } + } + Minecraft.getMinecraft().mcProfiler.endSection(); //malmotcp + Minecraft.getMinecraft().mcProfiler.startSection("malmoGatherRewardSignal"); + + // Now create the reward signal: + if (currentMissionBehaviour() != null && currentMissionBehaviour().rewardProducer != null && cac != null) + { + MultidimensionalReward reward = new MultidimensionalReward(); + currentMissionBehaviour().rewardProducer.getReward(currentMissionInit(), reward); + + if (!reward.isEmpty()) + { + + String strReward = reward.getAsSimpleString(); + Minecraft.getMinecraft().mcProfiler.startSection("malmoSendTCPReward"); + + ScoreHelper.logReward(strReward); + + if (AddressHelper.getMissionControlPort() == 0) { + // MalmoEnvServer - reward + if (envServer != null) { + envServer.addRewards(reward.getRewardTotal()); + } + } else { + if (this.rewardSocket.sendTCPString(strReward)) { + this.failedTCPRewardSendCount = 0; // Reset the count of consecutive TCP failures. + } else { + // Failed to send TCP message - probably because the agent has quit under our feet. + // (This happens a lot when developing a Python agent - the developer has no easy way to quit + // the agent cleanly, so tends to kill the process.) + this.failedTCPRewardSendCount++; + TCPUtils.Log(Level.WARNING, "Reward signal delivery failure count at " + this.failedTCPRewardSendCount); + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Agent missed reward signal", TextCategory.TXT_CLIENT_WARNING, 5000); + } + } + + Minecraft.getMinecraft().mcProfiler.endSection(); //sendTCP reward. + } + if (currentMissionBehaviour().performanceProducer != null) + currentMissionBehaviour().performanceProducer.step(reward.getRewardTotal(), done); + } + else if(currentMissionBehaviour() != null){ + if (currentMissionBehaviour().performanceProducer != null) + currentMissionBehaviour().performanceProducer.step(0, done); + } + Minecraft.getMinecraft().mcProfiler.endSection(); //Gather reward. + Minecraft.getMinecraft().mcProfiler.endSection(); //sendData + + int maxFailedTCPSendCount = 0; + for (VideoHook hook : this.videoHooks) + { + if (hook.failedTCPSendCount > maxFailedTCPSendCount) + maxFailedTCPSendCount = hook.failedTCPSendCount; + } + if (maxFailedTCPSendCount > 0) + TCPUtils.Log(Level.WARNING, "Video signal failure count at " + maxFailedTCPSendCount); + // Check that our messages are getting through: + int maxFailed = Math.max(this.failedTCPRewardSendCount, maxFailedTCPSendCount); + maxFailed = Math.max(maxFailed, this.failedTCPObservationSendCount); + if (maxFailed > FailedTCPSendCountTolerance) + { + // They're not - and we've exceeded the count of allowed TCP failures. + System.out.println("ERROR: TCP messages are not getting through - quitting mission."); + this.wantsToQuit = true; + this.quitCode = MalmoMod.AGENT_UNRESPONSIVE_CODE; + } + ls.close(); + } + + /** + * Check to see if any control instructions have been received and act on them if so. + */ + public void checkForControlCommand() + { + Minecraft.getMinecraft().mcProfiler.endStartSection("malmoCommandHandling"); + String command; + boolean quitHandlerFired = false; + IWantToQuit quitHandler = (currentMissionBehaviour() != null) ? currentMissionBehaviour().quitProducer : null; + + if (envServer != null) { + command = envServer.getCommand(); + } else { + command = ClientStateMachine.this.controlInputPoller.getCommand(); + } + while (command != null && command.length() > 0 && !quitHandlerFired) + { + // TCPUtils.Log(Level.INFO, "Act on " + command); + // Pass the command to our various control overrides: + Minecraft.getMinecraft().mcProfiler.startSection("malmoCommandAct"); + + boolean handled = handleCommand(command); + // Get the next command: + if (envServer != null) { + command = envServer.getCommand(); + } else { + command = ClientStateMachine.this.controlInputPoller.getCommand(); + } + // If there *is* another command (commands came in faster than one per client tick), + // then we should check our quit producer before deciding whether to execute it. + Minecraft.getMinecraft().mcProfiler.endStartSection("malmoCommandRecheckQuitHandlers"); + if (command != null && command.length() > 0 && handled) + quitHandlerFired = (quitHandler != null && quitHandler.doIWantToQuit(currentMissionInit())); + Minecraft.getMinecraft().mcProfiler.endSection(); + } + } + + /** + * Attempt to handle a command string by passing it to our various external controllers in turn. + * + * @param command the command string to be handled. + * @return true if the command was handled. + */ + private boolean handleCommand(String command) + { + if (currentMissionBehaviour() != null && currentMissionBehaviour().commandHandler != null) + { + return currentMissionBehaviour().commandHandler.execute(command, currentMissionInit()); + } + return false; + } + + @Override + public void onMessage(MalmoMessageType messageType, Map data) + { + super.onMessage(messageType, data); + // This message will be sent to us once the server has decided the mission is over. + if (messageType == MalmoMessageType.SERVER_STOPAGENTS) + { + this.quitCode = data.containsKey("QuitCode") ? data.get("QuitCode") : ""; + try + { + // Save the quit code for anything that needs it: + MalmoMod.getPropertiesForCurrentThread().put("QuitCode", this.quitCode); + } + catch (Exception e) + { + System.out.println("Failed to get properties - final reward may go missing."); + } + // Get the final reward data: + ClientAgentConnection cac = currentMissionInit().getClientAgentConnection(); + if (currentMissionBehaviour() != null && currentMissionBehaviour().rewardProducer != null && cac != null) + currentMissionBehaviour().rewardProducer.getReward(currentMissionInit(), ClientStateMachine.this.finalReward); + + this.shouldMissionEnd = true; + + } + else if (messageType == MalmoMessageType.SERVER_GO) + { + // First, force all entities to get re-added to their chunks, clearing out any old entities in the process. + // We need to do this because the process of teleporting all agents to their start positions, combined + // with setting them to/from spectator mode, leaves the client chunk entity lists etc in a parlous state. + List lel = Minecraft.getMinecraft().world.loadedEntityList; + for (int i = 0; i < lel.size(); i++) + { + Entity entity = (Entity)lel.get(i); + Chunk chunk = Minecraft.getMinecraft().world.getChunkFromChunkCoords(entity.chunkCoordX, entity.chunkCoordZ); + List entitiesToRemove = new ArrayList(); + for (int k = 0; k < chunk.getEntityLists().length; k++) + { + Iterator iterator = chunk.getEntityLists()[k].iterator(); + while (iterator.hasNext()) + { + Entity chunkent = (Entity)iterator.next(); + if (chunkent.getEntityId() == entity.getEntityId()) + { + entitiesToRemove.add(chunkent); + } + } + } + for (Entity removeEnt : entitiesToRemove) + { + chunk.removeEntity(removeEnt); + } + entity.addedToChunk = false; // Will force it to get re-added to the chunk list. + if (entity instanceof EntityLivingBase) + { + // If we want the entities to be rendered with the correct yaw from the outset, + // we need to set their render offset manually. + // (Set the offset from the outset to avoid the onset of upset.) + ((EntityLivingBase)entity).renderYawOffset = entity.rotationYaw; + ((EntityLivingBase)entity).prevRenderYawOffset = entity.rotationYaw; + } + if (entity instanceof EntityPlayerSP) + { + // Although the following call takes place on the server, and should have taken effect already, + // there is some discontinuity which is causing the effects to get lost, so we call it here too: + entity.setInvisible(false); + } + } + this.serverHasFiredStartingPistol = true; // GO GO GO! + } + } + + @Override + public void cleanup() + { + super.cleanup(); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_STOPAGENTS); + MalmoMod.MalmoMessageHandler.deregisterForMessage(this, MalmoMessageType.SERVER_GO); + } + } + + // --------------------------------------------------------------------------------------------------------- + /** + * State that occurs at the end of the mission, whether due to death, + * failure, success, error, or whatever. + */ + public class MissionEndedEpisode extends ConfigAwareStateEpisode + { + private MissionResult result; + private boolean aborting; + private boolean informServer; + private boolean informAgent; + private int totalTicks = 0; + + public MissionEndedEpisode(ClientStateMachine machine, MissionResult mr, boolean aborting, boolean informServer, boolean informAgent) + { + super(machine); + this.result = mr; + this.aborting = aborting; + this.informServer = informServer; + this.informAgent = informAgent; + } + + @Override + protected void execute() + { + totalTicks = 0; + + // Get a text report: + String errorFeedback = ClientStateMachine.this.getErrorDetails(); + String quitFeedback = ClientStateMachine.this.missionQuitCode; + String concatenation = (errorFeedback != null && !errorFeedback.isEmpty() && quitFeedback != null && !quitFeedback.isEmpty()) ? ";\n" : ""; + String report = quitFeedback + concatenation + errorFeedback; + + if (this.informServer) + { + // Inform the server of what has happened. + HashMap map = new HashMap(); + if (Minecraft.getMinecraft().player != null) // Might not be a player yet. + map.put("username", Minecraft.getMinecraft().player.getName()); + map.put("error", ClientStateMachine.this.getErrorDetails()); + MalmoMod.network.sendToServer(new MalmoMod.MalmoMessage(MalmoMessageType.CLIENT_BAILED, 0, map)); + } + + if (this.informAgent) + { + // Create a MissionEnded instance for this result: + MissionEnded missionEnded = new MissionEnded(); + missionEnded.setStatus(this.result); + if (ClientStateMachine.this.missionQuitCode != null && ClientStateMachine.this.missionQuitCode.equals(MalmoMod.AGENT_DEAD_QUIT_CODE)) + missionEnded.setStatus(MissionResult.PLAYER_DIED); // Need to do this manually. + missionEnded.setHumanReadableStatus(report); + + // TODO: WE HAVE TO MOVE THIS TO THE onMISSIONENDED of Client Mission + // BECAUSE IT WOULD TAKE AN EXTRA TICK TO HAVE THIS APPEAR PROPERLY. + // THIS MOVE IS INCOMPATIBLE WITH MULTIPLE AGENTS AND REWARD DISTRIBUTION + // A PROPER REHAUL OF THE WHOLE SIMULATOR TO SUPPROT SYNCHRONOUS TICKING + // ACCROSS MULTIPLE AGENTS AND A STATE MACHINE WHOSE STATE CHANGES INDEPENDENT + // OF CLIENT TICKS IS REQUIRED. + // if (!ClientStateMachine.this.finalReward.isEmpty()) + // { + // if (envServer != null) { + // envServer.addRewards(ClientStateMachine.this.finalReward.getRewardTotal()); + // } + // missionEnded.setReward(ClientStateMachine.this.finalReward.getAsReward()); + // ClientStateMachine.this.finalReward.clear(); + // } + missionEnded.setMissionDiagnostics(ClientStateMachine.this.missionEndedData); // send our diagnostics + ClientStateMachine.this.missionEndedData = new MissionDiagnostics(); // and clear them for the next mission + // And send MissionEnded message to the agent to inform it that the mission has ended: + System.out.println("inform the agent"); + sendMissionEnded(missionEnded); + } + + if (this.aborting) // Take the shortest path back to dormant. + episodeHasCompleted(ClientState.DORMANT); + } + + private void sendMissionEnded(MissionEnded missionEnded) + { + // Send a MissionEnded message to the agent to inform it that the mission has ended. + // Create a string XML representation: + String missionEndedString = null; + try + { + missionEndedString = SchemaHelper.serialiseObject(missionEnded, MissionEnded.class); + if (ScoreHelper.isScoring()) { + Reward reward = missionEnded.getReward(); + if (reward == null) { + reward = new Reward(); + } + ScoreHelper.logMissionEndRewards(reward); + } + } + catch (JAXBException e) + { + TCPUtils.Log(Level.SEVERE, "Failed mission end XML serialization: " + e); + } + + boolean sentOkay = false; + if (missionEndedString != null) + { + if (AddressHelper.getMissionControlPort() == 0) { + sentOkay = true; + } else { + TCPSocketChannel sender = ClientStateMachine.this.getMissionControlSocket(); + System.out.println(String.format("Sending mission ended message to %s:%d.", sender.getAddress(), sender.getPort())); + sentOkay = sender.sendTCPString(missionEndedString); + sender.close(); + } + } + + if (!sentOkay) + { + // Couldn't formulate a reply to the agent - bit of a problem. + // Can't do much to alert the agent itself, + // will have to settle for alerting anyone who is watching the mod: + ClientStateMachine.this.getScreenHelper().addFragment("ERROR: Could not send mission ended message - agent may need manually resetting.", TextCategory.TXT_CLIENT_WARNING, 10000); + } + } + + @Override + public void onClientTick(ClientTickEvent event) + { + if (!this.aborting) + episodeHasCompleted(ClientState.WAITING_FOR_SERVER_MISSION_END); + + if (++totalTicks > WAIT_MAX_TICKS) + { + String msg = "Too long waiting for server to end mission."; + TCPUtils.Log(Level.SEVERE, msg); + episodeHasCompletedWithErrors(ClientState.ERROR_TIMED_OUT_WAITING_FOR_MISSION_END, msg); + } + } + } +} diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/MalmoEnvServer.java b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/MalmoEnvServer.java new file mode 100644 index 00000000..6b74acac --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/docker/gpu/patch_files/MalmoEnvServer.java @@ -0,0 +1,939 @@ +// -------------------------------------------------------------------------------------------------- +// Copyright (c) 2016 Microsoft Corporation +// +// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and +// associated documentation files (the "Software"), to deal in the Software without restriction, +// including without limitation the rights to use, copy, modify, merge, publish, distribute, +// sublicense, and/or l copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all copies or +// substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT +// NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +// -------------------------------------------------------------------------------------------------- + +package com.microsoft.Malmo.Client; + +import com.microsoft.Malmo.MalmoMod; +import com.microsoft.Malmo.MissionHandlerInterfaces.IWantToQuit; +import com.microsoft.Malmo.Schemas.MissionInit; +import com.microsoft.Malmo.Utils.TCPUtils; + +import net.minecraft.profiler.Profiler; +import com.microsoft.Malmo.Utils.TimeHelper; + +import net.minecraftforge.common.config.Configuration; +import java.io.*; +import java.net.ServerSocket; +import java.net.Socket; +import java.nio.charset.Charset; +import java.util.Arrays; +import java.util.concurrent.TimeUnit; +import java.util.concurrent.locks.Condition; +import java.util.concurrent.locks.Lock; +import java.util.concurrent.locks.ReentrantLock; +import java.util.Hashtable; +import com.microsoft.Malmo.Utils.TCPInputPoller; +import java.util.logging.Level; + +import java.util.LinkedList; +import java.util.List; + + +/** + * MalmoEnvServer - service supporting OpenAI gym "environment" for multi-agent Malmo missions. + */ +public class MalmoEnvServer implements IWantToQuit { + private static Profiler profiler = new Profiler(); + private static int nsteps = 0; + private static boolean debug = false; + + private static String hello = " commands = new LinkedList(); + } + + private static boolean envPolicy = false; // Are we configured by config policy? + + // Synchronize on EnvStateasd + + + private Lock lock = new ReentrantLock(); + private Condition cond = lock.newCondition(); + + private EnvState envState = new EnvState(); + + private Hashtable initTokens = new Hashtable(); + + static final long COND_WAIT_SECONDS = 3; // Max wait in seconds before timing out (and replying to RPC). + static final int BYTES_INT = 4; + static final int BYTES_DOUBLE = 8; + private static final Charset utf8 = Charset.forName("UTF-8"); + + // Service uses a single per-environment client connection - initiated by the remote environment. + + private int port; + private TCPInputPoller missionPoller; // Used for command parsing and not actual communication. + private String version; + + // AOG: From running experiments, I've found that MineRL can get stuck resetting the + // environment which causes huge delays while we wait for the Python side to time + // out and restart the Minecraft instace. Minecraft itself is normally in a recoverable + // state, but the MalmoEnvServer instance will be blocked in a tight spin loop trying + // handling a Peek request from the Python client. To unstick things, I've added this + // flag that can be set when we know things are in a bad state to abort the peek request. + // WARNING: THIS IS ONLY TREATING THE SYMPTOM AND NOT THE ROOT CAUSE + // The reason things are getting stuck is because the player is either dying or we're + // receiving a quit request while an episode reset is in progress. + private boolean abortRequest; + public void abort() { + System.out.println("AOG: MalmoEnvServer.abort"); + abortRequest = true; + } + + /*** + * Malmo "Env" service. + * @param port the port the service listens on. + * @param missionPoller for plugging into existing comms handling. + */ + public MalmoEnvServer(String version, int port, TCPInputPoller missionPoller) { + this.version = version; + this.missionPoller = missionPoller; + this.port = port; + // AOG - Assume we don't wan't to be aborting in the first place + this.abortRequest = false; + } + + /** Initialize malmo env configuration. For now either on or "legacy" AgentHost protocol.*/ + static public void update(Configuration configs) { + envPolicy = configs.get(MalmoMod.ENV_CONFIGS, "env", "false").getBoolean(); + } + + public static boolean isEnv() { + return envPolicy; + } + + /** + * Start servicing the MalmoEnv protocol. + * @throws IOException + */ + public void serve() throws IOException { + + ServerSocket serverSocket = new ServerSocket(port); + serverSocket.setPerformancePreferences(0,2,1); + + + while (true) { + try { + final Socket socket = serverSocket.accept(); + socket.setTcpNoDelay(true); + + Thread thread = new Thread("EnvServerSocketHandler") { + public void run() { + boolean running = false; + try { + checkHello(socket); + + while (true) { + DataInputStream din = new DataInputStream(socket.getInputStream()); + int hdr = din.readInt(); + byte[] data = new byte[hdr]; + din.readFully(data); + + String command = new String(data, utf8); + + if (command.startsWith(" dat = profiler.getProfilingData("root"); + for(int qq = 0; qq < dat.size(); qq++){ + Profiler.Result res = dat.get(qq); + System.out.println(res.profilerName + " " + res.totalUsePercentage + " "+ res.usePercentage); + } + } + + + } else if (command.startsWith(""; + data = command.getBytes(utf8); + hdr = data.length; + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(hdr); + dout.write(data, 0, hdr); + dout.flush(); + } else { + throw new IOException("Unknown env service command"); + } + } + } catch (IOException ioe) { + // ioe.printStackTrace(); + TCPUtils.Log(Level.SEVERE, "MalmoEnv socket error: " + ioe + " (can be on disconnect)"); + // System.out.println("[ERROR] " + "MalmoEnv socket error: " + ioe + " (can be on disconnect)"); + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] MalmoEnv socket error"); + try { + if (running) { + TCPUtils.Log(Level.INFO,"Want to quit on disconnect."); + + System.out.println("[LOGTOPY] " + "Want to quit on disconnect."); + setWantToQuit(); + } + socket.close(); + } catch (IOException ioe2) { + } + } + } + }; + thread.start(); + } catch (IOException ioe) { + TCPUtils.Log(Level.SEVERE, "MalmoEnv service exits on " + ioe); + } + } + } + + private void checkHello(Socket socket) throws IOException { + DataInputStream din = new DataInputStream(socket.getInputStream()); + int hdr = din.readInt(); + if (hdr <= 0 || hdr > hello.length() + 8) // Version number may be somewhat longer in future. + throw new IOException("Invalid MalmoEnv hello header length"); + byte[] data = new byte[hdr]; + din.readFully(data); + if (!new String(data).startsWith(hello + version)) + throw new IOException("MalmoEnv invalid protocol or version - expected " + hello + version); + } + + // Handler for messages. + private boolean missionInit(DataInputStream din, String command, Socket socket) throws IOException { + + String ipOriginator = socket.getInetAddress().getHostName(); + + int hdr; + byte[] data; + hdr = din.readInt(); + data = new byte[hdr]; + din.readFully(data); + String id = new String(data, utf8); + + TCPUtils.Log(Level.INFO,"Mission Init" + id); + + String[] token = id.split(":"); + String experimentId = token[0]; + int role = Integer.parseInt(token[1]); + int reset = Integer.parseInt(token[2]); + int agentCount = Integer.parseInt(token[3]); + Boolean isSynchronous = Boolean.parseBoolean(token[4]); + Long seed = null; + if(token.length > 5) + seed = Long.parseLong(token[5]); + + if(isSynchronous && agentCount > 1){ + throw new IOException("Synchronous mode currently does not support multiple agents."); + } + port = -1; + boolean allTokensConsumed = true; + boolean started = false; + + lock.lock(); + try { + if (role == 0) { + + String previousToken = experimentId + ":0:" + (reset - 1); + initTokens.remove(previousToken); + + String myToken = experimentId + ":0:" + reset; + if (!initTokens.containsKey(myToken)) { + TCPUtils.Log(Level.INFO,"(Pre)Start " + role + " reset " + reset); + started = startUp(command, ipOriginator, experimentId, reset, agentCount, myToken, seed, isSynchronous); + if (started) + initTokens.put(myToken, 0); + } else { + started = true; // Pre-started previously. + } + + // Check that all previous tokens have been consumed. If not don't proceed to mission. + + allTokensConsumed = areAllTokensConsumed(experimentId, reset, agentCount); + if (!allTokensConsumed) { + try { + cond.await(COND_WAIT_SECONDS, TimeUnit.SECONDS); + } catch (InterruptedException ie) { + } + allTokensConsumed = areAllTokensConsumed(experimentId, reset, agentCount); + } + } else { + TCPUtils.Log(Level.INFO, "Start " + role + " reset " + reset); + + started = startUp(command, ipOriginator, experimentId, reset, agentCount, experimentId + ":" + role + ":" + reset, seed, isSynchronous); + } + } finally { + lock.unlock(); + } + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(allTokensConsumed && started ? 1 : 0); + dout.flush(); + + dout.flush(); + + return allTokensConsumed && started; + } + + private boolean areAllTokensConsumed(String experimentId, int reset, int agentCount) { + boolean allTokensConsumed = true; + for (int i = 1; i < agentCount; i++) { + String tokenForAgent = experimentId + ":" + i + ":" + (reset - 1); + if (initTokens.containsKey(tokenForAgent)) { + TCPUtils.Log(Level.FINE,"Mission init - unconsumed " + tokenForAgent); + allTokensConsumed = false; + } + } + return allTokensConsumed; + } + + private boolean startUp(String command, String ipOriginator, String experimentId, int reset, int agentCount, String myToken, Long seed, Boolean isSynchronous) throws IOException { + + // Clear out mission state + envState.reward = 0.0; + envState.commands.clear(); + envState.obs = null; + envState.info = ""; + + + envState.missionInit = command; + envState.done = false; + envState.quit = false; + envState.token = myToken; + envState.experimentId = experimentId; + envState.agentCount = agentCount; + envState.reset = reset; + envState.synchronous = isSynchronous; + envState.seed = seed; + + return startUpMission(command, ipOriginator); + } + + private boolean startUpMission(String command, String ipOriginator) throws IOException { + + if (missionPoller == null) + return false; + + ByteArrayOutputStream baos = new ByteArrayOutputStream(); + DataOutputStream dos = new DataOutputStream(baos); + + missionPoller.commandReceived(command, ipOriginator, dos); + + dos.flush(); + byte[] reply = baos.toByteArray(); + ByteArrayInputStream bais = new ByteArrayInputStream(reply); + DataInputStream dis = new DataInputStream(bais); + int hdr = dis.readInt(); + byte[] replyBytes = new byte[hdr]; + dis.readFully(replyBytes); + + String replyStr = new String(replyBytes); + if (replyStr.equals("MALMOOK")) { + TCPUtils.Log(Level.INFO, "MalmoEnvServer Mission starting ..."); + return true; + } else if (replyStr.equals("MALMOBUSY")) { + TCPUtils.Log(Level.INFO, "MalmoEnvServer Busy - I want to quit"); + this.envState.quit = true; + } + return false; + } + + private static final int stepTagLength = "".length(); // Step with option code. + private synchronized void stepSync(String command, Socket socket, DataInputStream din) throws IOException + { + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Entering synchronous step."); + nsteps += 1; + profiler.startSection("commandProcessing"); + String actions = command.substring(stepTagLength, command.length() - (stepTagLength + 2)); + int options = Character.getNumericValue(command.charAt(stepTagLength - 2)); + boolean withInfo = options == 0 || options == 2; + + + + + // Prepare to write data to the client. + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + double reward = 0.0; + boolean done; + byte[] obs; + String info = ""; + boolean sent = false; + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Acquiring lock for synchronous step."); + + lock.lock(); + try { + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Lock is acquired."); + + done = envState.done; + + // TODO Handle when the environment is done. + + // Process the actions. + if (actions.contains("\n")) { + String[] cmds = actions.split("\\n"); + for(String cmd : cmds) { + envState.commands.add(cmd); + } + } else { + if (!actions.isEmpty()) + envState.commands.add(actions); + } + sent = true; + + + + profiler.endSection(); //cmd + profiler.startSection("requestTick"); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Received: " + actions); + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Requesting tick."); + // Now wait to run a tick + // If synchronous mode is off then we should see if want to quit is true. + while(!TimeHelper.SyncManager.requestTick() && !done ){Thread.yield();} + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Tick request granted."); + + profiler.endSection(); + profiler.startSection("waitForTick"); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Waiting for tick."); + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted() && !done ){ Thread.yield();} + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] TICK DONE. Getting observation."); + + + + profiler.endSection(); + profiler.startSection("getObservation"); + // After which, get the observations. + obs = getObservation(done); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Observation received. Getting info."); + + profiler.endSection(); + profiler.startSection("getInfo"); + + + // Pick up rewards. + reward = envState.reward; + if (withInfo) { + info = envState.info; + // if(info == null) + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] FILLING INFO: NULL"); + // else + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] FILLING " + info.toString()); + + } + done = envState.done; + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] STATUS " + Boolean.toString(done)); + envState.info = null; + envState.obs = null; + envState.reward = 0.0; + + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Info received.."); + profiler.endSection(); + } finally { + lock.unlock(); + } + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Lock released. Writing observation, info, done."); + + profiler.startSection("writeObs"); + dout.writeInt(obs.length); + dout.write(obs); + + dout.writeInt(BYTES_DOUBLE + 2); + dout.writeDouble(reward); + dout.writeByte(done ? 1 : 0); + dout.writeByte(sent ? 1 : 0); + + if (withInfo) { + byte[] infoBytes = info.getBytes(utf8); + dout.writeInt(infoBytes.length); + dout.write(infoBytes); + } + + profiler.endSection(); //write obs + profiler.startSection("flush"); + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Packets written. Flushing."); + dout.flush(); + profiler.endSection(); // flush + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Done with step."); + } + // Handler for messages. Single digit option code after _ specifies if turnkey and info are included in message. + private void step(String command, Socket socket, DataInputStream din) throws IOException { + if(envState.synchronous){ + stepSync(command, socket, din); + } + else{ + System.out.println("[ERROR] Asynchronous stepping is not supported in MineRL."); + } + + } + + // Handler for messages. + private void peek(String command, Socket socket, DataInputStream din) throws IOException { + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + byte[] obs; + boolean done; + String info = ""; + // AOG - As we've only seen issues with the peek reqest, I've focused my changes to just + // this function. Initially we want to be optimistic and assume we're not going to abort + // the request and my observations of event timings indicate that there is plenty of time + // between the peek request being received and the reset failing, so a race condition is + // unlikely. + abortRequest = false; + + lock.lock(); + + try { + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Waiting for pistol to fire."); + while(!TimeHelper.SyncManager.hasServerFiredPistol() && !abortRequest){ + + // Now wait to run a tick + while(!TimeHelper.SyncManager.requestTick() && !abortRequest){Thread.yield();} + + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted() && !abortRequest){ Thread.yield();} + + + Thread.yield(); + } + + if (abortRequest) { + System.out.println("AOG: Aborting peek request"); + // AOG - We detect the lack of observation within our Python wrapper and throw a slightly + // diferent exception that by-passes MineRLs automatic clean up code. If we were to report + // 'done', the MineRL detects this as a runtime error and kills the Minecraft process + // triggering a lengthy restart. So far from testing, Minecraft itself is fine can we can + // retry the reset, it's only the tight loops above that were causing things to stall and + // timeout. + // No observation + dout.writeInt(0); + // No info + dout.writeInt(0); + // Done + dout.writeInt(1); + dout.writeByte(0); + dout.flush(); + return; + } + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Pistol fired!."); + // Wait two ticks for the first observation from server to be propagated. + while(!TimeHelper.SyncManager.requestTick() ){Thread.yield();} + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted()){ Thread.yield();} + + + + while(!TimeHelper.SyncManager.requestTick() ){Thread.yield();} + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted()){ Thread.yield();} + + + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Getting observation."); + + obs = getObservation(false); + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Observation acquired."); + done = envState.done; + info = envState.info; + + } finally { + lock.unlock(); + } + + dout.writeInt(obs.length); + dout.write(obs); + + byte[] infoBytes = info.getBytes(utf8); + dout.writeInt(infoBytes.length); + dout.write(infoBytes); + + dout.writeInt(1); + dout.writeByte(done ? 1 : 0); + + dout.flush(); + } + + // Get the current observation. If none and not done wait for a short time. + public byte[] getObservation(boolean done) { + byte[] obs = envState.obs; + if (obs == null){ + System.out.println("[ERROR] Video observation is null; please notify the developer."); + } + return obs; + } + + // Handler for messages - used by non-zero roles to discover integrated server port from primary (role 0) service. + + private final static int findTagLength = "".length(); + + private void find(String command, Socket socket) throws IOException { + + Integer port; + lock.lock(); + try { + String token = command.substring(findTagLength, command.length() - (findTagLength + 1)); + TCPUtils.Log(Level.INFO, "Find token? " + token); + + // Purge previous token. + String[] tokenSplits = token.split(":"); + String experimentId = tokenSplits[0]; + int role = Integer.parseInt(tokenSplits[1]); + int reset = Integer.parseInt(tokenSplits[2]); + + String previousToken = experimentId + ":" + role + ":" + (reset - 1); + initTokens.remove(previousToken); + cond.signalAll(); + + // Check for next token. Wait for a short time if not already produced. + port = initTokens.get(token); + if (port == null) { + try { + cond.await(COND_WAIT_SECONDS, TimeUnit.SECONDS); + } catch (InterruptedException ie) { + } + port = initTokens.get(token); + if (port == null) { + port = 0; + TCPUtils.Log(Level.INFO,"Role " + role + " reset " + reset + " waiting for token."); + } + } + } finally { + lock.unlock(); + } + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(port); + dout.flush(); + } + + public boolean isSynchronous(){ + return envState.synchronous; + } + + // Handler for messages. These reset the service so use with care! + private void init(String command, Socket socket) throws IOException { + lock.lock(); + try { + initTokens = new Hashtable(); + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(1); + dout.flush(); + } finally { + lock.unlock(); + } + } + + // Handler for (quit mission) messages. + private void quit(String command, Socket socket) throws IOException { + lock.lock(); + try { + if (!envState.done){ + + envState.quit = true; + } + + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Pistol fired!."); + // Wait two ticks for the first observation from server to be propagated. + while(!TimeHelper.SyncManager.requestTick() ){Thread.yield();} + + // Then wait until the tick is finished + while(!TimeHelper.SyncManager.isTickCompleted()){ Thread.yield();} + + + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(envState.done ? 1 : 0); + dout.flush(); + } finally { + lock.unlock(); + } + } + + private final static int closeTagLength = "".length(); + + // Handler for messages. + private void close(String command, Socket socket) throws IOException { + lock.lock(); + try { + String token = command.substring(closeTagLength, command.length() - (closeTagLength + 1)); + + initTokens.remove(token); + + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(1); + dout.flush(); + } finally { + lock.unlock(); + } + } + + // Handler for messages. + private void status(String command, Socket socket) throws IOException { + lock.lock(); + try { + String status = "{}"; // TODO Possibly have something more interesting to report. + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + + byte[] statusBytes = status.getBytes(utf8); + dout.writeInt(statusBytes.length); + dout.write(statusBytes); + + dout.flush(); + } finally { + lock.unlock(); + } + } + + // Handler for messages. These "kill the service" temporarily so use with care!f + private void exit(String command, Socket socket) throws IOException { + // lock.lock(); + try { + // We may exit before we get a chance to reply. + TimeHelper.SyncManager.setSynchronous(false); + DataOutputStream dout = new DataOutputStream(socket.getOutputStream()); + dout.writeInt(BYTES_INT); + dout.writeInt(1); + dout.flush(); + + ClientStateMachine.exitJava(); + + } finally { + // lock.unlock(); + } + } + + // Malmo client state machine interface methods: + + public String getCommand() { + try { + String command = envState.commands.poll(); + if (command == null) + return ""; + else + return command; + } finally { + } + } + + public void endMission() { + // lock.lock(); + try { + // AOG - If the mission is ending, we always want to abort requests and they won't + // be able to progress to completion and will stall. + System.out.println("AOG: MalmoEnvServer.endMission"); + abort(); + envState.done = true; + envState.quit = false; + envState.missionInit = null; + + if (envState.token != null) { + initTokens.remove(envState.token); + envState.token = null; + envState.experimentId = null; + envState.agentCount = 0; + envState.reset = 0; + + // cond.signalAll(); + } + // lock.unlock(); + } finally { + } + } + // Record a Malmo "observation" json - as the env info since an environment "obs" is a video frame. + public void observation(String info) { + // Parsing obs as JSON would be slower but less fragile than extracting the turn_key using string search. + // lock.lock(); + try { + // TimeHelper.SyncManager.debugLog("[MALMO_ENV_SERVER] Inserting: " + info); + envState.info = info; + // cond.signalAll(); + } finally { + // lock.unlock(); + } + } + + public void addRewards(double rewards) { + // lock.lock(); + try { + envState.reward += rewards; + } finally { + // lock.unlock(); + } + } + + public void addFrame(byte[] frame) { + // lock.lock(); + try { + envState.obs = frame; // Replaces current. + // cond.signalAll(); + } finally { + // lock.unlock(); + } + } + + public void notifyIntegrationServerStarted(int integrationServerPort) { + lock.lock(); + try { + if (envState.token != null) { + TCPUtils.Log(Level.INFO,"Integration server start up - token: " + envState.token); + addTokens(integrationServerPort, envState.token, envState.experimentId, envState.agentCount, envState.reset); + cond.signalAll(); + } else { + TCPUtils.Log(Level.WARNING,"No mission token on integration server start up!"); + } + } finally { + lock.unlock(); + } + } + + private void addTokens(int integratedServerPort, String myToken, String experimentId, int agentCount, int reset) { + initTokens.put(myToken, integratedServerPort); + // Place tokens for other agents to find. + for (int i = 1; i < agentCount; i++) { + String tokenForAgent = experimentId + ":" + i + ":" + reset; + initTokens.put(tokenForAgent, integratedServerPort); + } + } + + // IWantToQuit implementation. + + @Override + public boolean doIWantToQuit(MissionInit missionInit) { + // lock.lock(); + try { + return envState.quit; + } finally { + // lock.unlock(); + } + } + + public Long getSeed(){ + return envState.seed; + } + + private void setWantToQuit() { + // lock.lock(); + try { + envState.quit = true; + + } finally { + + if(TimeHelper.SyncManager.isSynchronous()){ + // We want to dsynchronize everything. + TimeHelper.SyncManager.setSynchronous(false); + } + // lock.unlock(); + } + } + + @Override + public void prepare(MissionInit missionInit) { + } + + @Override + public void cleanup() { + } + + @Override + public String getOutcome() { + return "Env quit"; + } +} diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/malmo_video_recorder.py b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/malmo_video_recorder.py new file mode 100644 index 00000000..2801d6bc --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/malmo_video_recorder.py @@ -0,0 +1,173 @@ +import time +import glob +import pathlib + +from malmo import MalmoPython, malmoutils +from malmo.launch_minecraft_in_background import launch_minecraft_in_background + + +class MalmoVideoRecorder: + DEFAULT_RECORDINGS_DIR = './logs/videos' + + def __init__(self): + self.agent_host_bot = None + self.agent_host_camera = None + self.client_pool = None + self.is_malmo_initialized = False + + def init_malmo(self, recordings_directory=DEFAULT_RECORDINGS_DIR): + if self.is_malmo_initialized: + return + + launch_minecraft_in_background( + '/app/MalmoPlatform/Minecraft', + ports=[10000, 10001]) + + # Set up two agent hosts + self.agent_host_bot = MalmoPython.AgentHost() + self.agent_host_camera = MalmoPython.AgentHost() + + # Create list of Minecraft clients to attach to. The agents must + # have been launched before calling record_malmo_video using + # init_malmo() + self.client_pool = MalmoPython.ClientPool() + self.client_pool.add(MalmoPython.ClientInfo('127.0.0.1', 10000)) + self.client_pool.add(MalmoPython.ClientInfo('127.0.0.1', 10001)) + + # Use bot's agenthost to hold the command-line options + malmoutils.parse_command_line( + self.agent_host_bot, + ['--record_video', '--recording_dir', recordings_directory]) + + self.is_malmo_initialized = True + + def _start_mission(self, agent_host, mission, recording_spec, role): + used_attempts = 0 + max_attempts = 5 + + while True: + try: + agent_host.startMission( + mission, + self.client_pool, + recording_spec, + role, + '') + break + except MalmoPython.MissionException as e: + errorCode = e.details.errorCode + if errorCode == (MalmoPython.MissionErrorCode + .MISSION_SERVER_WARMING_UP): + time.sleep(2) + elif errorCode == (MalmoPython.MissionErrorCode + .MISSION_INSUFFICIENT_CLIENTS_AVAILABLE): + print('Not enough Minecraft instances running.') + used_attempts += 1 + if used_attempts < max_attempts: + print('Will wait in case they are starting up.') + time.sleep(300) + elif errorCode == (MalmoPython.MissionErrorCode + .MISSION_SERVER_NOT_FOUND): + print('Server not found.') + used_attempts += 1 + if used_attempts < max_attempts: + print('Will wait and retry.') + time.sleep(2) + else: + used_attempts = max_attempts + if used_attempts >= max_attempts: + raise e + + def _wait_for_start(self, agent_hosts): + start_flags = [False for a in agent_hosts] + start_time = time.time() + time_out = 120 + + while not all(start_flags) and time.time() - start_time < time_out: + states = [a.peekWorldState() for a in agent_hosts] + start_flags = [w.has_mission_begun for w in states] + errors = [e for w in states for e in w.errors] + + if len(errors) > 0: + print("Errors waiting for mission start:") + for e in errors: + print(e.text) + raise Exception("Encountered errors while starting mission.") + if time.time() - start_time >= time_out: + raise Exception("Timed out while waiting for mission to start.") + + def _get_xml(self, xml_file, seed): + with open(xml_file, 'r') as mission_file: + return mission_file.read().format(SEED_PLACEHOLDER=seed) + + def _is_mission_running(self): + return self.agent_host_bot.peekWorldState().is_mission_running or \ + self.agent_host_camera.peekWorldState().is_mission_running + + def record_malmo_video(self, instructions, xml_file, seed): + ''' + Replays a set of instructions through Malmo using two players. The + first player will navigate the specified mission based on the given + instructions. The second player observes the first player's moves, + which is captured in a video. + ''' + + if not self.is_malmo_initialized: + raise Exception('Malmo not initialized. Call init_malmo() first.') + + # Set up the mission + my_mission = MalmoPython.MissionSpec( + self._get_xml(xml_file, seed), + True) + + bot_recording_spec = MalmoPython.MissionRecordSpec() + camera_recording_spec = MalmoPython.MissionRecordSpec() + + recordingsDirectory = \ + malmoutils.get_recordings_directory(self.agent_host_bot) + if recordingsDirectory: + camera_recording_spec.setDestination( + recordingsDirectory + "//rollout_" + str(seed) + ".tgz") + camera_recording_spec.recordMP4( + MalmoPython.FrameType.VIDEO, + 36, + 2000000, + False) + + # Start the agents + self._start_mission( + self.agent_host_bot, + my_mission, + bot_recording_spec, + 0) + self._start_mission( + self.agent_host_camera, + my_mission, + camera_recording_spec, + 1) + self._wait_for_start([self.agent_host_camera, self.agent_host_bot]) + + # Teleport the camera agent to the required position + self.agent_host_camera.sendCommand('tp -29 72 -6.7') + instruction_index = 0 + + while self._is_mission_running(): + + command = instructions[instruction_index] + instruction_index += 1 + + self.agent_host_bot.sendCommand(command) + + # Pause for half a second - change this for faster/slower videos + time.sleep(0.5) + + if instruction_index == len(instructions): + self.agent_host_bot.sendCommand("jump 1") + time.sleep(2) + + self.agent_host_bot.sendCommand("quit") + + # Wait a little for Malmo to reset before the + # next mission is started + time.sleep(2) + print("Video recorded.") diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_environment.py b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_environment.py new file mode 100644 index 00000000..f4ac416c --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_environment.py @@ -0,0 +1,180 @@ +import json +import logging + +import gym +import minerl.env.core +import minerl.env.comms +import numpy as np + +from ray.rllib.env.atari_wrappers import FrameStack +from minerl.env.malmo import InstanceManager + +# Modify the MineRL timeouts to detect common errors +# quicker and speed up recovery +minerl.env.core.SOCKTIME = 60.0 +minerl.env.comms.retry_timeout = 1 + + +class EnvWrapper(minerl.env.core.MineRLEnv): + def __init__(self, xml, port): + InstanceManager.configure_malmo_base_port(port) + self.action_to_command_array = [ + 'move 1', + 'camera 0 270', + 'camera 0 90'] + + super().__init__( + xml, + gym.spaces.Box(low=0, high=255, shape=(84, 84, 3), dtype=np.uint8), + gym.spaces.Discrete(3) + ) + + self.metadata['video.frames_per_second'] = 2 + + def _setup_spaces(self, observation_space, action_space): + self.observation_space = observation_space + self.action_space = action_space + + def _process_action(self, action_in) -> str: + assert self.action_space.contains(action_in) + assert action_in <= len( + self.action_to_command_array) - 1, 'action index out of bounds.' + return self.action_to_command_array[action_in] + + def _process_observation(self, pov, info): + ''' + Overwritten to simplify: returns only `pov` and + not as the MineRLEnv an obs_dict (observation directory) + ''' + pov = np.frombuffer(pov, dtype=np.uint8) + + if pov is None or len(pov) == 0: + raise Exception('Invalid observation, probably an aborted peek') + else: + pov = pov.reshape( + (self.height, self.width, self.depth) + )[::-1, :, :] + + assert self.observation_space.contains(pov) + + self._last_pov = pov + + return pov + + +class TrackingEnv(gym.Wrapper): + def __init__(self, env): + super().__init__(env) + self._actions = [ + self._forward, + self._turn_left, + self._turn_right + ] + + def _reset_state(self): + self._facing = (1, 0) + self._position = (0, 0) + self._visited = {} + self._update_visited() + + def _forward(self): + self._position = ( + self._position[0] + self._facing[0], + self._position[1] + self._facing[1] + ) + + def _turn_left(self): + self._facing = (self._facing[1], -self._facing[0]) + + def _turn_right(self): + self._facing = (-self._facing[1], self._facing[0]) + + def _encode_state(self): + return self._position + + def _update_visited(self): + state = self._encode_state() + value = self._visited.get(state, 0) + self._visited[state] = value + 1 + return value + + def reset(self): + self._reset_state() + return super().reset() + + def step(self, action): + o, r, d, i = super().step(action) + self._actions[action]() + revisit_count = self._update_visited() + if revisit_count == 0: + r += 0.1 + + return o, r, d, i + + +class TrajectoryWrapper(gym.Wrapper): + def __init__(self, env): + super().__init__(env) + self._trajectory = [] + self._action_to_malmo_command_array = ['move 1', 'turn -1', 'turn 1'] + + def get_trajectory(self): + return self._trajectory + + def _to_malmo_action(self, action_index): + return self._action_to_malmo_command_array[action_index] + + def step(self, action): + self._trajectory.append(self._to_malmo_action(action)) + o, r, d, i = super().step(action) + + return o, r, d, i + + +class DummyEnv(gym.Env): + def __init__(self): + self.observation_space = gym.spaces.Box( + low=0, + high=255, + shape=(84, 84, 6), + dtype=np.uint8) + self.action_space = gym.spaces.Discrete(3) + + +# Define a function to create a MineRL environment +def create_env(config): + mission = config["mission"] + port = 1000 * config.worker_index + config.vector_index + print('*********************************************') + print(f'* Worker {config.worker_index} creating from \ + mission: {mission}, port {port}') + print('*********************************************') + + if config.worker_index == 0: + # The first environment is only used for checking the action + # and observation space. By using a dummy environment, there's + # no need to spin up a Minecraft instance behind it saving some + # CPU resources on the head node. + return DummyEnv() + + env = EnvWrapper(mission, port) + env = TrackingEnv(env) + env = FrameStack(env, 2) + + return env + + +def create_env_for_rollout(config): + mission = config['mission'] + port = 1000 * config.worker_index + config.vector_index + print('*********************************************') + print(f'* Worker {config.worker_index} creating from \ + mission: {mission}, port {port}') + print('*********************************************') + + env = EnvWrapper(mission, port) + env = TrackingEnv(env) + env = FrameStack(env, 2) + env = TrajectoryWrapper(env) + + return env diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze-v0.xml b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze-v0.xml new file mode 100644 index 00000000..0e6d5dc7 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze-v0.xml @@ -0,0 +1,95 @@ + + + + + $(ENV_NAME) + + + + 50 + + + + + + clear + false + + + + + + + + + + + random + + + + + + + 0.6 + false + + + + + + + + + AML_Bot + + + + + + + + + 84 + 84 + + + + + + + + + moveMouse + inventory + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout-v0.xml b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout-v0.xml new file mode 100644 index 00000000..07051c02 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout-v0.xml @@ -0,0 +1,95 @@ + + + + + $(ENV_NAME) + + + + 50 + + + + + + clear + false + + + + + + + + + + + {SEED_PLACEHOLDER} + + + + + + + 0.6 + false + + + + + + + + + AML_Bot + + + + + + + + + 84 + 84 + + + + + + + + + moveMouse + inventory + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout_video.xml b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout_video.xml new file mode 100644 index 00000000..a0de6355 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_missions/lava_maze_rollout_video.xml @@ -0,0 +1,74 @@ + + + + + AML-Video-Gatherer + + + + 50 + + + + + + clear + false + + + + + + {SEED_PLACEHOLDER} + + + + + + + 0.6 + false + + + + + + + + + Agent + + + + + + + + + moveMouse + inventory + + + + + + + + + + Camera_Bot + + + + + + 860 + 480 + + + + + \ No newline at end of file diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_rollout.py b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_rollout.py new file mode 100644 index 00000000..b4f4cafa --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_rollout.py @@ -0,0 +1,130 @@ +import argparse +import os +import re + +from azureml.core import Run +from azureml.core.model import Model + +from minecraft_environment import create_env_for_rollout +from malmo_video_recorder import MalmoVideoRecorder +from gym import wrappers + +import ray +import ray.tune as tune +from ray.rllib import rollout +from ray.tune.registry import get_trainable_cls + + +def write_mission_file_for_seed(mission_file, seed): + with open(mission_file, 'r') as base_file: + mission_file_path = mission_file.replace('v0', seed) + content = base_file.read().format(SEED_PLACEHOLDER=seed) + + mission_file = open(mission_file_path, 'w') + mission_file.writelines(content) + mission_file.close() + + return mission_file_path + + +def run_rollout(trainable_type, mission_file, seed): + # Writes the mission file for minerl + mission_file_path = write_mission_file_for_seed(mission_file, seed) + + # Instantiate the agent. Note: the IMPALA trainer implementation in + # Ray uses an AsyncSamplesOptimizer. Under the hood, this starts a + # LearnerThread which will wait for training samples. This will fail + # after a timeout, but has no influence on the rollout. See + # https://github.com/ray-project/ray/blob/708dff6d8f7dd6f7919e06c1845f1fea0cca5b89/rllib/optimizers/aso_learner.py#L66 + config = { + "env_config": { + "mission": mission_file_path, + "is_rollout": True, + "seed": seed + }, + "num_workers": 0 + } + cls = get_trainable_cls(args.run) + agent = cls(env="Minecraft", config=config) + + # The optimizer is not needed during a rollout + agent.optimizer.stop() + + # Load state from checkpoint + agent.restore(f'{checkpoint_path}/{checkpoint_file}') + + # Get a reference to the environment + env = agent.workers.local_worker().env + + # Let the agent choose actions until the game is over + obs = env.reset() + done = False + total_reward = 0 + + while not done: + action = agent.compute_action(obs) + obs, reward, done, info = env.step(action) + + total_reward += reward + + print(f'Total reward using seed {seed}: {total_reward}') + + # This avoids a sigterm trace in the logs, see minerl.env.malmo.Instance + env.instance.watcher_process.kill() + + env.close() + agent.stop() + + return env.get_trajectory() + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--model_name', required=True) + parser.add_argument('--run', required=False, default="IMPALA") + args = parser.parse_args() + + # Register custom Minecraft environment + tune.register_env("Minecraft", create_env_for_rollout) + + ray.init(address='auto') + + # Download the model files (contains a checkpoint) + ws = Run.get_context().experiment.workspace + model = Model(ws, args.model_name) + checkpoint_path = model.download(exist_ok=True) + + files_ = os.listdir(checkpoint_path) + cp_pattern = re.compile('^checkpoint-\\d+$') + + checkpoint_file = None + for f_ in files_: + if cp_pattern.match(f_): + checkpoint_file = f_ + + if checkpoint_file is None: + raise Exception("No checkpoint file found.") + + # These are the Minecraft mission seeds for the rollouts + rollout_seeds = ['1234', '43289', '65224', '983341'] + + # Initialize the Malmo video recorder + video_recorder = MalmoVideoRecorder() + video_recorder.init_malmo() + + # Path references to the mission files + base_training_mission_file = \ + 'minecraft_missions/lava_maze_rollout-v0.xml' + base_video_recording_mission_file = \ + 'minecraft_missions/lava_maze_rollout_video.xml' + + for seed in rollout_seeds: + trajectory = run_rollout( + args.run, + base_training_mission_file, + seed) + + video_recorder.record_malmo_video( + trajectory, + base_video_recording_mission_file, + seed) diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_train.py b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_train.py new file mode 100644 index 00000000..a3e04529 --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/minecraft_train.py @@ -0,0 +1,45 @@ +import ray +import ray.tune as tune + +from utils import callbacks +from minecraft_environment import create_env + + +def stop(trial_id, result): + return result["episode_reward_mean"] >= 1 \ + or result["time_total_s"] > 5 * 60 * 60 + + +if __name__ == '__main__': + tune.register_env("Minecraft", create_env) + + ray.init(address='auto') + + tune.run( + run_or_experiment="IMPALA", + config={ + "env": "Minecraft", + "env_config": { + "mission": "minecraft_missions/lava_maze-v0.xml" + }, + "num_workers": 10, + "num_cpus_per_worker": 2, + "rollout_fragment_length": 50, + "train_batch_size": 1024, + "replay_buffer_num_slots": 4000, + "replay_proportion": 10, + "learner_queue_timeout": 900, + "num_sgd_iter": 2, + "num_data_loader_buffers": 2, + "exploration_config": { + "type": "EpsilonGreedy", + "initial_epsilon": 1.0, + "final_epsilon": 0.02, + "epsilon_timesteps": 500000 + }, + "callbacks": {"on_train_result": callbacks.on_train_result}, + }, + stop=stop, + checkpoint_at_end=True, + local_dir='./logs' + ) diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/utils/callbacks.py b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/utils/callbacks.py new file mode 100644 index 00000000..782c694d --- /dev/null +++ b/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/files/utils/callbacks.py @@ -0,0 +1,18 @@ +'''RLlib callbacks module: + Common callback methods to be passed to RLlib trainer. +''' + +from azureml.core import Run + + +def on_train_result(info): + '''Callback on train result to record metrics returned by trainer. + ''' + run = Run.get_context() + run.log( + name='episode_reward_mean', + value=info["result"]["episode_reward_mean"]) + + run.log( + name='episodes_total', + value=info["result"]["episodes_total"]) diff --git a/how-to-use-azureml/reinforcement-learning/minecraft-on-distributed-compute/images/lava_maze_minecraft.gif 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