From f452b3a98a720223894016fbdc8b6f5404b5b13e Mon Sep 17 00:00:00 2001
From: Govert Buijs <buijs@rsm.nl>
Date: Fri, 28 Feb 2014 13:31:54 +0100
Subject: [PATCH] Added prototype for PortFolioManager in MatLab

---
 lib/matlabcontrol-4.1.0.jar                   | Bin 0 -> 141637 bytes
 pom.xml                                       |   7 +-
 .../samplebroker/PortfolioManagerProxy.java   | 247 +++++++
 .../samplebroker/PortfolioManagerService.java | 654 ------------------
 .../samplebroker/core/BrokerMain.java         |  28 +-
 .../core/BrokerPropertiesService.java         |  15 +-
 .../samplebroker/core/BrokerRunner.java       |  69 +-
 .../samplebroker/core/ClassPathHacker.java    |  73 ++
 .../matlab/portfoliomanager/CustomerRecord.m  | 109 +++
 src/main/matlab/portfoliomanager/activate.m   |  15 +
 .../matlab/portfoliomanager/collectUsage.m    |  14 +
 .../portfoliomanager/createInitialTariffs.m   |  44 ++
 .../getCustomerRecordByPowerType.m            |  26 +
 .../getCustomerRecordByTariff.m               |  27 +
 .../matlab/portfoliomanager/improveTariffs.m  |  93 +++
 src/main/matlab/portfoliomanager/mInit.m      |  25 +
 .../msgBalancingControlEvent.m                |  10 +
 .../msgCustomerBootstrapData.m                |  23 +
 .../matlab/portfoliomanager/msgTariffRevoke.m |  37 +
 .../portfoliomanager/msgTariffSpecification.m |  40 ++
 .../matlab/portfoliomanager/msgTariffStatus.m |  10 +
 .../portfoliomanager/msgTariffTransaction.m   |  55 ++
 .../matlab/portfoliomanager/testFunction.m    |   3 +
 .../samplebroker/PortfolioManagerTest.java    | 114 ---
 test.m                                        |   6 +
 25 files changed, 946 insertions(+), 798 deletions(-)
 create mode 100644 lib/matlabcontrol-4.1.0.jar
 create mode 100644 src/main/java/org/powertac/samplebroker/PortfolioManagerProxy.java
 delete mode 100644 src/main/java/org/powertac/samplebroker/PortfolioManagerService.java
 create mode 100644 src/main/java/org/powertac/samplebroker/core/ClassPathHacker.java
 create mode 100644 src/main/matlab/portfoliomanager/CustomerRecord.m
 create mode 100644 src/main/matlab/portfoliomanager/activate.m
 create mode 100644 src/main/matlab/portfoliomanager/collectUsage.m
 create mode 100644 src/main/matlab/portfoliomanager/createInitialTariffs.m
 create mode 100644 src/main/matlab/portfoliomanager/getCustomerRecordByPowerType.m
 create mode 100644 src/main/matlab/portfoliomanager/getCustomerRecordByTariff.m
 create mode 100644 src/main/matlab/portfoliomanager/improveTariffs.m
 create mode 100644 src/main/matlab/portfoliomanager/mInit.m
 create mode 100644 src/main/matlab/portfoliomanager/msgBalancingControlEvent.m
 create mode 100644 src/main/matlab/portfoliomanager/msgCustomerBootstrapData.m
 create mode 100644 src/main/matlab/portfoliomanager/msgTariffRevoke.m
 create mode 100644 src/main/matlab/portfoliomanager/msgTariffSpecification.m
 create mode 100644 src/main/matlab/portfoliomanager/msgTariffStatus.m
 create mode 100644 src/main/matlab/portfoliomanager/msgTariffTransaction.m
 create mode 100644 src/main/matlab/portfoliomanager/testFunction.m
 delete mode 100644 src/test/java/org/powertac/samplebroker/PortfolioManagerTest.java
 create mode 100644 test.m

diff --git a/lib/matlabcontrol-4.1.0.jar b/lib/matlabcontrol-4.1.0.jar
new file mode 100644
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HcmV?d00001

diff --git a/pom.xml b/pom.xml
index 558b08c..a27d4f5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -37,7 +37,7 @@
       <artifactId>spring-jms</artifactId>
       <version>${spring.version}</version>
     </dependency>
-    
+
     <!-- ActiveMQ -->
     <dependency>    
       <groupId>org.apache.activemq</groupId>
@@ -94,6 +94,11 @@
       <artifactId>commons-io</artifactId>
       <version>1.3.2</version>
     </dependency>
+    <dependency>
+      <groupId>org.matlabcontrol</groupId>
+      <artifactId>matlabcontrol</artifactId>
+      <version>4.1.0</version>
+    </dependency>
   </dependencies>
 
   <build>
diff --git a/src/main/java/org/powertac/samplebroker/PortfolioManagerProxy.java b/src/main/java/org/powertac/samplebroker/PortfolioManagerProxy.java
new file mode 100644
index 0000000..092b290
--- /dev/null
+++ b/src/main/java/org/powertac/samplebroker/PortfolioManagerProxy.java
@@ -0,0 +1,247 @@
+/*
+ * Copyright (c) 2012-2013 by the original author
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.powertac.samplebroker;
+
+import matlabcontrol.MatlabConnectionException;
+import matlabcontrol.MatlabInvocationException;
+import matlabcontrol.MatlabProxy;
+import matlabcontrol.MatlabProxyFactory;
+import org.apache.log4j.Logger;
+import org.joda.time.Instant;
+import org.powertac.common.*;
+import org.powertac.common.msg.*;
+import org.powertac.common.repo.CustomerRepo;
+import org.powertac.common.repo.TariffRepo;
+import org.powertac.common.repo.TimeslotRepo;
+import org.powertac.samplebroker.core.BrokerPropertiesService;
+import org.powertac.samplebroker.interfaces.*;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+
+import java.io.BufferedWriter;
+import java.io.FileWriter;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+import java.util.Arrays;
+
+
+/**
+ * Handles portfolio-management responsibilities for the broker. This
+ * includes composing and offering tariffs, keeping track of customers and their
+ * usage, monitoring tariff offerings from competing brokers.
+ * <p/>
+ * A more complete broker implementation might split this class into two or
+ * more classes; the keys are to decide which messages each class handles,
+ * what each class does on the activate() method, and what data needs to be
+ * managed and shared.
+ *
+ * @author John Collins
+ */
+@Service // Spring creates a single instance at startup
+public class PortfolioManagerProxy
+    implements PortfolioManager, Initializable, Activatable
+{
+  static private Logger log = Logger.getLogger(PortfolioManagerProxy.class);
+
+  // Spring fills in Autowired dependencies through a naming convention
+  @Autowired
+  private BrokerPropertiesService propertiesService;
+
+  @Autowired
+  private TimeslotRepo timeslotRepo;
+
+  @Autowired
+  private TariffRepo tariffRepo;
+
+  @Autowired
+  private CustomerRepo customerRepo;
+
+  @Autowired
+  private MarketManager marketManager;
+
+  @Autowired
+  private TimeService timeService;
+
+  private MatlabProxy proxy;
+
+  /**
+   * Default constructor registers for messages, must be called after
+   * message router is available.
+   */
+  public PortfolioManagerProxy ()
+  {
+    super();
+
+    try {
+      proxy = new MatlabProxyFactory().getProxy();
+      proxy.eval("cd src/main/matlab/portfoliomanager;");
+    }
+    catch (MatlabConnectionException e) {
+      e.printStackTrace();
+      System.exit(1);
+    }
+    catch (MatlabInvocationException e) {
+      e.printStackTrace();
+      System.exit(1);
+    }
+  }
+
+  /**
+   * Per-game initialization. Configures parameters and registers
+   * message handlers.
+   */
+  @Override // from Initializable
+  public void initialize (BrokerContext context)
+  {
+    propertiesService.configureMe(this);
+
+    try {
+      proxy.feval("mInit", context, timeslotRepo, tariffRepo,
+          customerRepo, marketManager, timeService, log, null);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  // -------------- data access ------------------
+  /**
+   * Returns total usage for a given timeslot (represented as a simple index).
+   */
+  @Override
+  public double collectUsage (int index)
+  {
+    double result = 0.0;
+    try {
+      Object[] returnArguments = proxy.returningFeval("collectUsage", 1, index);
+      result = ((double[]) returnArguments[0])[0];
+
+      if (Double.isNaN(result)) {
+        result = 0.0;
+      }
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+
+    return -result; // convert to needed energy account balance
+  }
+
+  // -------------- Message handlers -------------------
+
+  /**
+   * Handles CustomerBootstrapData by populating the customer model
+   * corresponding to the given customer and power type. This gives the
+   * broker a running start.
+   */
+  public void handleMessage (CustomerBootstrapData cbd)
+  {
+    try {
+      proxy.feval("msgCustomerBootstrapData", cbd);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  /**
+   * Handles a TariffSpecification. These are sent by the server when new tariffs are
+   * published. If it's not ours, then it's a competitor's tariff. We keep track of
+   * competing tariffs locally, and we also store them in the tariffRepo.
+   */
+  public void handleMessage (TariffSpecification spec)
+  {
+    try {
+      proxy.feval("msgTariffSpecification", spec);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  /**
+   * Handles a TariffStatus message. This should do something when the status
+   * is not SUCCESS.
+   */
+  public void handleMessage (TariffStatus ts)
+  {
+    try {
+      proxy.feval("msgTariffStatus", ts);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  /**
+   * Handles a TariffTransaction. We only care about certain types: PRODUCE,
+   * CONSUME, SIGNUP, and WITHDRAW.
+   */
+  public void handleMessage (TariffTransaction ttx)
+  {
+    try {
+      proxy.feval("msgTariffTransaction", ttx);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  /**
+   * Handles a TariffRevoke message from the server, indicating that some
+   * tariff has been revoked.
+   */
+  public void handleMessage (TariffRevoke tr)
+  {
+    try {
+      proxy.feval("msgTariffRevoke", tr);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  /**
+   * Handles a BalancingControlEvent, sent when a BalancingOrder is
+   * exercised by the DU.
+   */
+  public void handleMessage (BalancingControlEvent bce)
+  {
+    try {
+      proxy.feval("msgBalancingControlEvent", bce);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+
+  // --------------- activation -----------------
+
+  /**
+   * Called after TimeslotComplete msg received. Note that activation order
+   * among modules is non-deterministic.
+   */
+  @Override // from Activatable
+  public void activate (int timeslotIndex)
+  {
+    try {
+      proxy.feval("activate", timeslotIndex);
+    }
+    catch (MatlabInvocationException mie) {
+      mie.printStackTrace();
+    }
+  }
+}
diff --git a/src/main/java/org/powertac/samplebroker/PortfolioManagerService.java b/src/main/java/org/powertac/samplebroker/PortfolioManagerService.java
deleted file mode 100644
index 6b9bc10..0000000
--- a/src/main/java/org/powertac/samplebroker/PortfolioManagerService.java
+++ /dev/null
@@ -1,654 +0,0 @@
-/*
- * Copyright (c) 2012-2013 by the original author
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.powertac.samplebroker;
-
-import java.lang.reflect.Field;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.List;
-
-import org.apache.log4j.Logger;
-import org.joda.time.Instant;
-import org.powertac.common.Broker;
-import org.powertac.common.Competition;
-import org.powertac.common.CustomerInfo;
-import org.powertac.common.IdGenerator;
-import org.powertac.common.Rate;
-import org.powertac.common.TariffSpecification;
-import org.powertac.common.TariffTransaction;
-import org.powertac.common.TimeService;
-import org.powertac.common.config.ConfigurableValue;
-import org.powertac.common.enumerations.PowerType;
-import org.powertac.common.msg.BalancingControlEvent;
-import org.powertac.common.msg.BalancingOrder;
-import org.powertac.common.msg.CustomerBootstrapData;
-import org.powertac.common.msg.TariffRevoke;
-import org.powertac.common.msg.TariffStatus;
-import org.powertac.common.repo.CustomerRepo;
-import org.powertac.common.repo.TariffRepo;
-import org.powertac.common.repo.TimeslotRepo;
-import org.powertac.samplebroker.core.BrokerPropertiesService;
-import org.powertac.samplebroker.interfaces.Activatable;
-import org.powertac.samplebroker.interfaces.BrokerContext;
-import org.powertac.samplebroker.interfaces.Initializable;
-import org.powertac.samplebroker.interfaces.MarketManager;
-import org.powertac.samplebroker.interfaces.PortfolioManager;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Service;
-
-/**
- * Handles portfolio-management responsibilities for the broker. This
- * includes composing and offering tariffs, keeping track of customers and their
- * usage, monitoring tariff offerings from competing brokers.
- * 
- * A more complete broker implementation might split this class into two or
- * more classes; the keys are to decide which messages each class handles,
- * what each class does on the activate() method, and what data needs to be
- * managed and shared.
- * 
- * @author John Collins
- */
-@Service // Spring creates a single instance at startup
-public class PortfolioManagerService 
-implements PortfolioManager, Initializable, Activatable
-{
-  static private Logger log = Logger.getLogger(PortfolioManagerService.class);
-  
-  private BrokerContext brokerContext; // master
-
-  // Spring fills in Autowired dependencies through a naming convention
-  @Autowired
-  private BrokerPropertiesService propertiesService;
-
-  @Autowired
-  private TimeslotRepo timeslotRepo;
-
-  @Autowired
-  private TariffRepo tariffRepo;
-
-  @Autowired
-  private CustomerRepo customerRepo;
-
-  @Autowired
-  private MarketManager marketManager;
-
-  @Autowired
-  private TimeService timeService;
-
-  // ---- Portfolio records -----
-  // Customer records indexed by power type and by tariff. Note that the
-  // CustomerRecord instances are NOT shared between these structures, because
-  // we need to keep track of subscriptions by tariff.
-  private HashMap<PowerType,
-                  HashMap<CustomerInfo, CustomerRecord>> customerProfiles;
-  private HashMap<TariffSpecification, 
-                  HashMap<CustomerInfo, CustomerRecord>> customerSubscriptions;
-  private HashMap<PowerType, List<TariffSpecification>> competingTariffs;
-
-  // Configurable parameters for tariff composition
-  // Override defaults in src/main/resources/config/broker.config
-  // or in top-level config file
-  @ConfigurableValue(valueType = "Double",
-          description = "target profit margin")
-  private double defaultMargin = 0.5;
-
-  @ConfigurableValue(valueType = "Double",
-          description = "Fixed cost/kWh")
-  private double fixedPerKwh = -0.06;
-
-  @ConfigurableValue(valueType = "Double",
-          description = "Default daily meter charge")
-  private double defaultPeriodicPayment = -1.0;
-
-  /**
-   * Default constructor registers for messages, must be called after 
-   * message router is available.
-   */
-  public PortfolioManagerService ()
-  {
-    super();
-  }
-
-  /**
-   * Per-game initialization. Configures parameters and registers
-   * message handlers.
-   */
-  @Override // from Initializable
-//  @SuppressWarnings("unchecked")
-  public void initialize (BrokerContext context)
-  {
-    this.brokerContext = context;
-    propertiesService.configureMe(this);
-    customerProfiles = new HashMap<PowerType,
-        HashMap<CustomerInfo, CustomerRecord>>();
-    customerSubscriptions = new HashMap<TariffSpecification,
-        HashMap<CustomerInfo, CustomerRecord>>();
-    competingTariffs = new HashMap<PowerType, List<TariffSpecification>>();
-  }
-  
-  // -------------- data access ------------------
-  
-  /**
-   * Returns the CustomerRecord for the given type and customer, creating it
-   * if necessary.
-   */
-  CustomerRecord getCustomerRecordByPowerType (PowerType type,
-                                               CustomerInfo customer)
-  {
-    HashMap<CustomerInfo, CustomerRecord> customerMap =
-        customerProfiles.get(type);
-    if (customerMap == null) {
-      customerMap = new HashMap<CustomerInfo, CustomerRecord>();
-      customerProfiles.put(type, customerMap);
-    }
-    CustomerRecord record = customerMap.get(customer);
-    if (record == null) {
-      record = new CustomerRecord(customer);
-      customerMap.put(customer, record);
-    }
-    return record;
-  }
-  
-  /**
-   * Returns the customer record for the given tariff spec and customer,
-   * creating it if necessary. 
-   */
-  CustomerRecord getCustomerRecordByTariff (TariffSpecification spec,
-                                            CustomerInfo customer)
-  {
-    HashMap<CustomerInfo, CustomerRecord> customerMap =
-        customerSubscriptions.get(spec);
-    if (customerMap == null) {
-      customerMap = new HashMap<CustomerInfo, CustomerRecord>();
-      customerSubscriptions.put(spec, customerMap);
-    }
-    CustomerRecord record = customerMap.get(customer);
-    if (record == null) {
-      // seed with the generic record for this customer
-      record =
-          new CustomerRecord(getCustomerRecordByPowerType(spec.getPowerType(),
-                                                          customer));
-      customerMap.put(customer, record);
-    }
-    return record;
-  }
-  
-  /**
-   * Finds the list of competing tariffs for the given PowerType.
-   */
-  List<TariffSpecification> getCompetingTariffs (PowerType powerType)
-  {
-    List<TariffSpecification> result = competingTariffs.get(powerType);
-    if (result == null) {
-      result = new ArrayList<TariffSpecification>();
-      competingTariffs.put(powerType, result);
-    }
-    return result;
-  }
-
-  /**
-   * Adds a new competing tariff to the list.
-   */
-  private void addCompetingTariff (TariffSpecification spec)
-  {
-    getCompetingTariffs(spec.getPowerType()).add(spec);
-  }
-
-  /**
-   * Returns total usage for a given timeslot (represented as a simple index).
-   */
-  @Override
-  public double collectUsage (int index)
-  {
-    double result = 0.0;
-    for (HashMap<CustomerInfo, CustomerRecord> customerMap : customerSubscriptions.values()) {
-      for (CustomerRecord record : customerMap.values()) {
-        result += record.getUsage(index);
-      }
-    }
-    return -result; // convert to needed energy account balance
-  }
-
-  // -------------- Message handlers -------------------
-  /**
-   * Handles CustomerBootstrapData by populating the customer model 
-   * corresponding to the given customer and power type. This gives the
-   * broker a running start.
-   */
-  public void handleMessage (CustomerBootstrapData cbd)
-  {
-    CustomerInfo customer =
-            customerRepo.findByNameAndPowerType(cbd.getCustomerName(),
-                                                cbd.getPowerType());
-    CustomerRecord record = getCustomerRecordByPowerType(cbd.getPowerType(), customer);
-    int offset = (timeslotRepo.currentTimeslot().getSerialNumber()
-                  - cbd.getNetUsage().length);
-    int subs = record.subscribedPopulation;
-    record.subscribedPopulation = customer.getPopulation();
-    for (int i = 0; i < cbd.getNetUsage().length; i++) {
-      record.produceConsume(cbd.getNetUsage()[i], i);
-    }
-    record.subscribedPopulation = subs;
-  }
-
-  /**
-   * Handles a TariffSpecification. These are sent by the server when new tariffs are
-   * published. If it's not ours, then it's a competitor's tariff. We keep track of 
-   * competing tariffs locally, and we also store them in the tariffRepo.
-   */
-  public void handleMessage (TariffSpecification spec)
-  {
-    Broker theBroker = spec.getBroker();
-    if (brokerContext.getBrokerUsername().equals(theBroker.getUsername())) {
-      if (theBroker != brokerContext)
-        // strange bug, seems harmless for now
-        log.info("Resolution failed for broker " + theBroker.getUsername());
-      // if it's ours, just log it, because we already put it in the repo
-      TariffSpecification original =
-              tariffRepo.findSpecificationById(spec.getId());
-      if (null == original)
-        log.error("Spec " + spec.getId() + " not in local repo");
-      log.info("published " + spec);
-    }
-    else {
-      // otherwise, keep track of competing tariffs, and record in the repo
-      addCompetingTariff(spec);
-      tariffRepo.addSpecification(spec);
-    }
-  }
-  
-  /**
-   * Handles a TariffStatus message. This should do something when the status
-   * is not SUCCESS.
-   */
-  public void handleMessage (TariffStatus ts)
-  {
-    log.info("TariffStatus: " + ts.getStatus());
-  }
-  
-  /**
-   * Handles a TariffTransaction. We only care about certain types: PRODUCE,
-   * CONSUME, SIGNUP, and WITHDRAW.
-   */
-  public void handleMessage(TariffTransaction ttx)
-  {
-    // make sure we have this tariff
-    TariffSpecification newSpec = ttx.getTariffSpec();
-    if (newSpec == null) {
-      log.error("TariffTransaction type=" + ttx.getTxType()
-                + " for unknown spec");
-    }
-    else {
-      TariffSpecification oldSpec =
-              tariffRepo.findSpecificationById(newSpec.getId());
-      if (oldSpec != newSpec) {
-        log.error("Incoming spec " + newSpec.getId() + " not matched in repo");
-      }
-    }
-    TariffTransaction.Type txType = ttx.getTxType();
-    CustomerRecord record = getCustomerRecordByTariff(ttx.getTariffSpec(),
-                                                      ttx.getCustomerInfo());
-    
-    if (TariffTransaction.Type.SIGNUP == txType) {
-      // keep track of customer counts
-      record.signup(ttx.getCustomerCount());
-    }
-    else if (TariffTransaction.Type.WITHDRAW == txType) {
-      // customers presumably found a better deal
-      record.withdraw(ttx.getCustomerCount());
-    }
-    else if (TariffTransaction.Type.PRODUCE == txType) {
-      // if ttx count and subscribe population don't match, it will be hard
-      // to estimate per-individual production
-      if (ttx.getCustomerCount() != record.subscribedPopulation) {
-        log.warn("production by subset " + ttx.getCustomerCount() +
-                 " of subscribed population " + record.subscribedPopulation);
-      }
-      record.produceConsume(ttx.getKWh(), ttx.getPostedTime());
-    }
-    else if (TariffTransaction.Type.CONSUME == txType) {
-      if (ttx.getCustomerCount() != record.subscribedPopulation) {
-        log.warn("consumption by subset " + ttx.getCustomerCount() +
-                 " of subscribed population " + record.subscribedPopulation);
-      }
-      record.produceConsume(ttx.getKWh(), ttx.getPostedTime());      
-    }
-  }
-
-  /**
-   * Handles a TariffRevoke message from the server, indicating that some
-   * tariff has been revoked.
-   */
-  public void handleMessage (TariffRevoke tr)
-  {
-    Broker source = tr.getBroker();
-    log.info("Revoke tariff " + tr.getTariffId()
-             + " from " + tr.getBroker().getUsername());
-    // if it's from some other broker, we need to remove it from the
-    // tariffRepo, and from the competingTariffs list
-    if (!(source.getUsername().equals(brokerContext.getBrokerUsername()))) {
-      log.info("clear out competing tariff");
-      TariffSpecification original =
-              tariffRepo.findSpecificationById(tr.getTariffId());
-      if (null == original) {
-        log.warn("Original tariff " + tr.getTariffId() + " not found");
-        return;
-      }
-      tariffRepo.removeSpecification(original.getId());
-      List<TariffSpecification> candidates =
-              competingTariffs.get(original.getPowerType());
-      if (null == candidates) {
-        log.warn("Candidate list is null");
-        return;
-      }
-      candidates.remove(original);
-    }
-  }
-
-  /**
-   * Handles a BalancingControlEvent, sent when a BalancingOrder is
-   * exercised by the DU.
-   */
-  public void handleMessage (BalancingControlEvent bce)
-  {
-    log.info("BalancingControlEvent " + bce.getKwh());
-  }
-
-  // --------------- activation -----------------
-  /**
-   * Called after TimeslotComplete msg received. Note that activation order
-   * among modules is non-deterministic.
-   */
-  @Override // from Activatable
-  public void activate (int timeslotIndex)
-  {
-    if (customerSubscriptions.size() == 0) {
-      // we (most likely) have no tariffs
-      createInitialTariffs();
-    }
-    else {
-      // we have some, are they good enough?
-      improveTariffs();
-    }
-  }
-  
-  // Creates initial tariffs for the main power types. These are simple
-  // fixed-rate two-part tariffs that give the broker a fixed margin.
-  private void createInitialTariffs ()
-  {
-    // remember that market prices are per mwh, but tariffs are by kwh
-    double marketPrice = marketManager.getMeanMarketPrice() / 1000.0;
-    // for each power type representing a customer population,
-    // create a tariff that's better than what's available
-    for (PowerType pt : customerProfiles.keySet()) {
-      // we'll just do fixed-rate tariffs for now
-      double rateValue;
-      if (pt.isConsumption())
-        rateValue = ((marketPrice + fixedPerKwh) * (1.0 + defaultMargin));
-      else
-        //rateValue = (-1.0 * marketPrice / (1.0 + defaultMargin));
-        rateValue = -2.0 * marketPrice;
-      if (pt.isInterruptible())
-        rateValue *= 0.7; // Magic number!! price break for interruptible
-      TariffSpecification spec =
-          new TariffSpecification(brokerContext.getBroker(), pt)
-              .withPeriodicPayment(defaultPeriodicPayment);
-      Rate rate = new Rate().withValue(rateValue);
-      if (pt.isInterruptible()) {
-        // set max curtailment
-        rate.withMaxCurtailment(0.1);
-      }
-      spec.addRate(rate);
-      customerSubscriptions.put(spec, new HashMap<CustomerInfo, CustomerRecord>());
-      tariffRepo.addSpecification(spec);
-      brokerContext.sendMessage(spec);
-    }
-  }
-
-  // Checks to see whether our tariffs need fine-tuning
-  private void improveTariffs()
-  {
-    // quick magic-number hack to inject a balancing order
-    int timeslotIndex = timeslotRepo.currentTimeslot().getSerialNumber();
-    if (371 == timeslotIndex) {
-      for (TariffSpecification spec :
-           tariffRepo.findTariffSpecificationsByBroker(brokerContext.getBroker())) {
-        if (PowerType.INTERRUPTIBLE_CONSUMPTION == spec.getPowerType()) {
-          BalancingOrder order = new BalancingOrder(brokerContext.getBroker(),
-                                                    spec, 
-                                                    0.5,
-                                                    spec.getRates().get(0).getMinValue() * 0.9);
-          brokerContext.sendMessage(order);
-        }
-      }
-    }
-    // magic-number hack to supersede a tariff
-    if (380 == timeslotIndex) {
-      // find the existing CONSUMPTION tariff
-      TariffSpecification oldc = null;
-      List<TariffSpecification> candidates =
-        tariffRepo.findTariffSpecificationsByBroker(brokerContext.getBroker());
-      if (null == candidates || 0 == candidates.size())
-        log.error("No tariffs found for broker");
-      else {
-        // oldc = candidates.get(0);
-        for (TariffSpecification candidate: candidates) {
-          if (candidate.getPowerType() == PowerType.CONSUMPTION) {
-            oldc = candidate;
-            break;
-          }
-        }
-        if (null == oldc) {
-          log.warn("No CONSUMPTION tariffs found");
-        }
-        else {
-          double rateValue = oldc.getRates().get(0).getValue();
-          // create a new CONSUMPTION tariff
-          TariffSpecification spec =
-            new TariffSpecification(brokerContext.getBroker(),
-                                    PowerType.CONSUMPTION)
-                .withPeriodicPayment(defaultPeriodicPayment * 1.1);
-          Rate rate = new Rate().withValue(rateValue);
-          spec.addRate(rate);
-          if (null != oldc)
-            spec.addSupersedes(oldc.getId());
-          mungId(spec, 6);
-          tariffRepo.addSpecification(spec);
-          brokerContext.sendMessage(spec);
-          // revoke the old one
-          TariffRevoke revoke =
-            new TariffRevoke(brokerContext.getBroker(), oldc);
-          brokerContext.sendMessage(revoke);
-        }
-      }
-    }
-  }
-
-  private void mungId (TariffSpecification spec, int i)
-  {
-    long id = spec.getId();
-    long baseId =
-      id - IdGenerator.extractPrefix(id) * IdGenerator.getMultiplier();
-    Field idField = findIdField(spec.getClass());
-    try {
-      idField.setAccessible(true);
-      idField.setLong(spec, baseId + i * IdGenerator.getMultiplier());
-    }
-    catch (Exception e) {
-      log.error(e.toString());
-    }
-  }
-  
-  private Field findIdField (Class<?> clazz)
-  {
-    try {
-      Field idField = clazz.getDeclaredField("id");
-      return idField;
-    }
-    catch (NoSuchFieldException e) {
-      Class<?> superclass = clazz.getSuperclass();
-      if (null == superclass) {
-        return null;
-      }
-      return findIdField(superclass);
-    }
-    catch (SecurityException e) {
-      // TODO Auto-generated catch block
-      e.printStackTrace();
-      return null;
-    }
-  }
-
-  // ------------- test-support methods ----------------
-  double getUsageForCustomer (CustomerInfo customer,
-                              TariffSpecification tariffSpec,
-                              int index)
-  {
-    CustomerRecord record = getCustomerRecordByTariff(tariffSpec, customer);
-    return record.getUsage(index);
-  }
-  
-  // test-support method
-  HashMap<PowerType, double[]> getRawUsageForCustomer (CustomerInfo customer)
-  {
-    HashMap<PowerType, double[]> result = new HashMap<PowerType, double[]>();
-    for (PowerType type : customerProfiles.keySet()) {
-      CustomerRecord record = customerProfiles.get(type).get(customer);
-      if (record != null) {
-        result.put(type, record.usage);
-      }
-    }
-    return result;
-  }
-
-  // test-support method
-  HashMap<String, Integer> getCustomerCounts()
-  {
-    HashMap<String, Integer> result = new HashMap<String, Integer>();
-    for (TariffSpecification spec : customerSubscriptions.keySet()) {
-      HashMap<CustomerInfo, CustomerRecord> customerMap = customerSubscriptions.get(spec);
-      for (CustomerRecord record : customerMap.values()) {
-        result.put(record.customer.getName() + spec.getPowerType(), 
-                    record.subscribedPopulation);
-      }
-    }
-    return result;
-  }
-
-  //-------------------- Customer-model recording ---------------------
-  /**
-   * Keeps track of customer status and usage. Usage is stored
-   * per-customer-unit, but reported as the product of the per-customer
-   * quantity and the subscribed population. This allows the broker to use
-   * historical usage data as the subscribed population shifts.
-   */
-  class CustomerRecord
-  {
-    CustomerInfo customer;
-    int subscribedPopulation = 0;
-    double[] usage;
-    double alpha = 0.3;
-    
-    /**
-     * Creates an empty record
-     */
-    CustomerRecord (CustomerInfo customer)
-    {
-      super();
-      this.customer = customer;
-      this.usage = new double[brokerContext.getUsageRecordLength()];
-    }
-    
-    CustomerRecord (CustomerRecord oldRecord)
-    {
-      super();
-      this.customer = oldRecord.customer;
-      this.usage = Arrays.copyOf(oldRecord.usage, brokerContext.getUsageRecordLength());
-    }
-    
-    // Returns the CustomerInfo for this record
-    CustomerInfo getCustomerInfo ()
-    {
-      return customer;
-    }
-    
-    // Adds new individuals to the count
-    void signup (int population)
-    {
-      subscribedPopulation = Math.min(customer.getPopulation(),
-                                      subscribedPopulation + population);
-    }
-    
-    // Removes individuals from the count
-    void withdraw (int population)
-    {
-      subscribedPopulation -= population;
-    }
-    
-    // Customer produces or consumes power. We assume the kwh value is negative
-    // for production, positive for consumption
-    void produceConsume (double kwh, Instant when)
-    {
-      int index = getIndex(when);
-      produceConsume(kwh, index);
-    }
-    
-    // store profile data at the given index
-    void produceConsume (double kwh, int rawIndex)
-    {
-      int index = getIndex(rawIndex);
-      double kwhPerCustomer = 0.0;
-      if (subscribedPopulation > 0) {
-        kwhPerCustomer = kwh / (double)subscribedPopulation;
-      }
-      double oldUsage = usage[index];
-      if (oldUsage == 0.0) {
-        // assume this is the first time
-        usage[index] = kwhPerCustomer;
-      }
-      else {
-        // exponential smoothing
-        usage[index] = alpha * kwhPerCustomer + (1.0 - alpha) * oldUsage;
-      }
-      log.debug("consume " + kwh + " at " + index +
-                ", customer " + customer.getName());
-    }
-    
-    double getUsage (int index)
-    {
-      if (index < 0) {
-        log.warn("usage requested for negative index " + index);
-        index = 0;
-      }
-      return (usage[getIndex(index)] * (double)subscribedPopulation);
-    }
-    
-    // we assume here that timeslot index always matches the number of
-    // timeslots that have passed since the beginning of the simulation.
-    int getIndex (Instant when)
-    {
-      int result = (int)((when.getMillis() - timeService.getBase()) /
-                         (Competition.currentCompetition().getTimeslotDuration()));
-      return result;
-    }
-    
-    private int getIndex (int rawIndex)
-    {
-      return rawIndex % usage.length;
-    }
-  }
-}
diff --git a/src/main/java/org/powertac/samplebroker/core/BrokerMain.java b/src/main/java/org/powertac/samplebroker/core/BrokerMain.java
index 33fa26f..c344235 100644
--- a/src/main/java/org/powertac/samplebroker/core/BrokerMain.java
+++ b/src/main/java/org/powertac/samplebroker/core/BrokerMain.java
@@ -15,18 +15,12 @@
  */
 package org.powertac.samplebroker.core;
 
-//import org.apache.log4j.Logger;
-import org.springframework.context.support.AbstractApplicationContext;
-import org.springframework.context.support.ClassPathXmlApplicationContext;
-
 /**
  * This is the top level of the Power TAC server.
  * @author John Collins
  */
-public class BrokerMain
+public class BrokerMain implements Runnable
 {
-  //static private Logger log = Logger.getLogger(BrokerMain.class);
-
   /**
    * Sets up the broker. Single command-line arg is the username
    */
@@ -34,8 +28,26 @@ public static void main (String[] args)
   {
     BrokerRunner runner = new BrokerRunner();
     runner.processCmdLine(args);
-    
+
     // if we get here, it's time to exit
     System.exit(0);
   }
+
+  private static String[] mainArgs;
+
+  public static void mainMatlab (String[] args)
+  {
+    // This is some dirty hacking because Matlab doesn't load jars properly
+    ClassPathHacker.loadJarDynamically();
+
+    mainArgs = args;
+    Thread t = new Thread( new BrokerMain() );
+    t.start();
+  }
+
+  public void run()
+  {
+    BrokerRunner runner = new BrokerRunner();
+    runner.processCmdLine(mainArgs);
+  }
 }
diff --git a/src/main/java/org/powertac/samplebroker/core/BrokerPropertiesService.java b/src/main/java/org/powertac/samplebroker/core/BrokerPropertiesService.java
index fbaf988..0696a41 100644
--- a/src/main/java/org/powertac/samplebroker/core/BrokerPropertiesService.java
+++ b/src/main/java/org/powertac/samplebroker/core/BrokerPropertiesService.java
@@ -15,11 +15,6 @@
  */
 package org.powertac.samplebroker.core;
 
-import java.io.File;
-import java.io.IOException;
-import java.net.URL;
-import java.util.Collection;
-
 import org.apache.commons.configuration.CompositeConfiguration;
 import org.apache.commons.configuration.Configuration;
 import org.apache.commons.configuration.ConfigurationException;
@@ -33,6 +28,10 @@
 import org.springframework.core.io.Resource;
 import org.springframework.stereotype.Service;
 
+import java.io.File;
+import java.io.IOException;
+import java.util.Collection;
+
 /**
  * @author jcollins
  */
@@ -199,6 +198,11 @@ public void setProperty (String key, Object value)
   private boolean validXmlResource (Resource xml)
   {
     try {
+      xml.getInputStream();
+      return true;
+
+      /* TODO Doesn't seem to work with files inside a jar?
+      Jar is added to the classpath, and then the
       String path = xml.getFile().getPath();
       for (String regex : excludedPaths) {
         if (path.matches(regex)) {
@@ -206,6 +210,7 @@ private boolean validXmlResource (Resource xml)
         }
       }
       return true;
+      */
     }
     catch (IOException e) {
       log.error("Should not happen: " + e.toString());
diff --git a/src/main/java/org/powertac/samplebroker/core/BrokerRunner.java b/src/main/java/org/powertac/samplebroker/core/BrokerRunner.java
index 0179f6a..27143a2 100644
--- a/src/main/java/org/powertac/samplebroker/core/BrokerRunner.java
+++ b/src/main/java/org/powertac/samplebroker/core/BrokerRunner.java
@@ -15,21 +15,22 @@
  */
 package org.powertac.samplebroker.core;
 
-import java.io.File;
-import java.util.Date;
-import java.util.Enumeration;
-
 import joptsimple.OptionException;
 import joptsimple.OptionParser;
 import joptsimple.OptionSet;
 import joptsimple.OptionSpec;
-
 import org.apache.log4j.Appender;
 import org.apache.log4j.FileAppender;
+import org.apache.log4j.Level;
 import org.apache.log4j.Logger;
+import org.apache.log4j.PatternLayout;
 import org.springframework.context.support.AbstractApplicationContext;
 import org.springframework.context.support.ClassPathXmlApplicationContext;
 
+import java.io.File;
+import java.util.Date;
+import java.util.Enumeration;
+
 /**
  * Multi-session broker runner. The Spring context is re-built for each
  * session.
@@ -115,7 +116,7 @@ else if (options.has(repeatHoursOption)) {
 
         // Re-open the logfiles
         reopenLogs(counter);
-        
+
         // initialize and run
         if (null == context) {
           context = new ClassPathXmlApplicationContext("broker.xml");
@@ -126,7 +127,7 @@ else if (options.has(repeatHoursOption)) {
         }
         // get the broker reference and delegate the rest
         context.registerShutdownHook();
-        broker = (PowerTacBroker)context.getBeansOfType(PowerTacBroker.class).values().toArray()[0];
+        broker = (PowerTacBroker) context.getBeansOfType(PowerTacBroker.class).values().toArray()[0];
         System.out.println("Starting session " + counter);
         broker.startSession(configFile, jmsUrl, noNtp, queueName, serverQueue, end);
         if (null != repeatCount)
@@ -144,17 +145,53 @@ private void reopenLogs(int counter)
     Logger root = Logger.getRootLogger();
     @SuppressWarnings("unchecked")
     Enumeration<Appender> rootAppenders = root.getAllAppenders();
-    FileAppender logOutput = (FileAppender) rootAppenders.nextElement();
-    // assume there's only the one, and that it's a file appender
-    logOutput.setFile("log/broker" + counter + ".trace");
-    logOutput.activateOptions();
-    
+    FileAppender logOutput;
+
+    try {
+      logOutput = (FileAppender) rootAppenders.nextElement();
+      // assume there's only the one, and that it's a file appender
+      logOutput.setFile("log/broker" + counter + ".trace");
+      logOutput.activateOptions();
+    }
+    catch (Exception ignored) {
+      try {
+        PatternLayout layout = new PatternLayout("%r %-5p %c{2}: %m%n");
+        String fileName = "log/broker" + counter + ".trace";
+        logOutput = new FileAppender(layout, fileName);
+        logOutput.activateOptions();
+        root.addAppender(logOutput);
+
+        root.setLevel(Level.WARN);
+      }
+      catch (Exception ignored2) {
+        // TODO What?
+      }
+    }
+
     Logger state = Logger.getLogger("State");
     @SuppressWarnings("unchecked")
     Enumeration<Appender> stateAppenders = state.getAllAppenders();
-    FileAppender stateOutput = (FileAppender) stateAppenders.nextElement();
-    // assume there's only the one, and that it's a file appender
-    stateOutput.setFile("log/broker" + counter + ".state");
-    stateOutput.activateOptions();
+    FileAppender stateOutput;
+
+    try {
+      stateOutput = (FileAppender) stateAppenders.nextElement();
+      // assume there's only the one, and that it's a file appender
+      stateOutput.setFile("log/broker" + counter + ".state");
+      stateOutput.activateOptions();
+    }
+    catch (Exception ignored) {
+      try {
+        PatternLayout layout = new PatternLayout("%r::%m%n");
+        String fileName = "log/broker" + counter + ".state";
+        stateOutput = new FileAppender(layout, fileName);
+        stateOutput.activateOptions();
+        state.addAppender(stateOutput);
+
+        state.setLevel(Level.INFO);
+      }
+      catch (Exception ignored2) {
+        // TODO What?
+      }
+    }
   }
 }
diff --git a/src/main/java/org/powertac/samplebroker/core/ClassPathHacker.java b/src/main/java/org/powertac/samplebroker/core/ClassPathHacker.java
new file mode 100644
index 0000000..dcc9392
--- /dev/null
+++ b/src/main/java/org/powertac/samplebroker/core/ClassPathHacker.java
@@ -0,0 +1,73 @@
+package org.powertac.samplebroker.core;
+
+import java.io.File;
+import java.io.IOException;
+import java.lang.reflect.Method;
+import java.net.URL;
+import java.net.URLClassLoader;
+
+
+public class ClassPathHacker
+{
+  public static void loadJarDynamically ()
+  {
+    String jarPath = BrokerMain.class.getProtectionDomain()
+        .getCodeSource().getLocation().getFile();
+    URLClassLoader ucl = (URLClassLoader) ClassLoader.getSystemClassLoader();
+    boolean found = false;
+    for (URL url : ucl.getURLs()) {
+      if (url.getFile().equals(jarPath)) {
+        found = true;
+        break;
+      }
+    }
+
+    if (!found) {
+      ClassPathHacker.addFile(jarPath);
+    }
+  }
+
+  private static void addFile (final String s)
+  {
+    try {
+      addURL((new File(s)).toURI().toURL());
+    }
+    catch (IOException ignored) {
+      System.out.println();
+      System.out.println("Unable to load " + s + "dynamically, exiting!");
+      System.out.println();
+      System.exit(1);
+    }
+  }
+
+  private static void addURL (final URL u) throws IOException
+  {
+    final URLClassLoader urlClassLoader = getUrlClassLoader();
+
+    try {
+      final Method method = getAddUrlMethod();
+      method.setAccessible(true);
+      method.invoke(urlClassLoader, u);
+    }
+    catch (final Exception e) {
+      throw new IOException("Error, could not add URL to system classloader");
+    }
+  }
+
+  private static Method getAddUrlMethod () throws NoSuchMethodException
+  {
+    final Class<URLClassLoader> urlclassloader = URLClassLoader.class;
+    return urlclassloader.getDeclaredMethod("addURL", new Class[]{URL.class});
+  }
+
+  private static URLClassLoader getUrlClassLoader ()
+  {
+    final ClassLoader sysloader = ClassLoader.getSystemClassLoader();
+    if (sysloader instanceof URLClassLoader) {
+      return (URLClassLoader) sysloader;
+    }
+    else {
+      throw new IllegalStateException("Not an UrlClassLoader: " + sysloader);
+    }
+  }
+}
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/CustomerRecord.m b/src/main/matlab/portfoliomanager/CustomerRecord.m
new file mode 100644
index 0000000..f2a4bae
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/CustomerRecord.m
@@ -0,0 +1,109 @@
+classdef CustomerRecord < handle
+  % Keeps track of customer status and usage. Usage is stored
+  % per-customer-unit, but reported as the product of the per-customer
+  % quantity and the subscribed population. This allows the broker to use
+  % historical usage data as the subscribed population shifts.
+
+  properties
+    customer = 'None';
+    subscribedPopulation = 0;
+    usage = [];
+    alpha = 0.3;
+  end
+
+  methods
+    function obj = CustomerRecord (inp)
+      global pmManager
+
+      if strcmp(class(inp), 'org.powertac.common.CustomerInfo')
+        obj.customer = inp;
+        for i=1:pmManager.context.getUsageRecordLength()
+          obj.usage(i) = 0;
+        end
+      elseif strcmp(class(inp), 'CustomerRecord')
+        obj.customer = inp.customer;
+        obj.usage = repmat(inp.usage, 1);
+      elseif isnumeric(inp) && isempty(inp)
+        obj.customer = inp;
+        for i=1:pmManager.context.getUsageRecordLength()
+          obj.usage(i) = 0;
+        end
+      end
+
+      while length(obj.usage) < pmManager.context.getUsageRecordLength()
+        obj.usage(length(obj.usage) + 1) = 0;
+      end
+    end
+
+    % Adds new individuals to the count
+    function signup (obj, population)
+      obj.subscribedPopulation = min(obj.customer.getPopulation(), ...
+                                     obj.subscribedPopulation + population);
+    end
+
+    % Removes individuals from the count
+    function withdraw (obj, population)
+      obj.subscribedPopulation = obj.subscribedPopulation - population;
+    end
+
+    function produceConsume (obj, kwh, rawIndex)
+      % Customer produces or consumes power. We assume the kwh value is negative
+      % for production, positive for consumption
+      % store profile data at the given index
+
+      global pmManager
+
+      index = obj.getIndex(rawIndex);
+      if obj.subscribedPopulation == 0.0
+        kwhPerCustomer = 0;
+      else
+        kwhPerCustomer = kwh / obj.subscribedPopulation;
+      end
+      oldUsage = obj.usage(index);
+
+      if oldUsage == 0.0
+        % assume this is the first time
+        obj.usage(index) = kwhPerCustomer;
+      else
+        % exponential smoothing
+        obj.usage(index) = obj.alpha * kwhPerCustomer + (1.0 - obj.alpha) * oldUsage;
+      end
+
+      if isnumeric(obj.customer) && isempty(obj.customer)
+        name = 'null';
+      else
+        name = char(obj.customer.getName());
+      end
+
+      msg = horzcat('consume ', num2str(kwh), ' at ', int2str(index), ...
+                    ', customer ', name);
+      pmManager.log.debug(msg);
+    end
+
+    function result = getUsage (obj, index)
+      global pmManager
+
+      if index < 1
+        msg = horzcat('usage requested for negative index ', int2str(index));
+        pmManager.log.warn(msg);
+        index = 1;
+      end
+
+      result = obj.usage(obj.getIndex(index)) * obj.subscribedPopulation;
+    end
+
+    function index = getIndex (obj, rawIndex)
+      global pmManager
+
+      if strcmp(class(rawIndex), 'double')
+        index = rawIndex;
+      elseif strcmp(class(rawIndex), 'org.joda.time.Instant')
+        diff = rawIndex.getMillis() - pmManager.timeService.getBase();
+        duration = org.powertac.common.Competition.currentCompetition().getTimeslotDuration();
+        index = floor(diff / duration) + 1;
+      end
+
+      index = mod(index-1, pmManager.context.getUsageRecordLength()) + 1;
+    end
+  end
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/activate.m b/src/main/matlab/portfoliomanager/activate.m
new file mode 100644
index 0000000..a178f4e
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/activate.m
@@ -0,0 +1,15 @@
+function activate (timeslotIndex)
+  % Called after TimeslotComplete msg received. Note that activation order
+  % among modules is non-deterministic.
+
+  global pmManager
+
+  if length(pmManager.customerSubscriptions) == 0
+    % we (most likely) have no tariffs
+    createInitialTariffs();
+  else
+    % we have some, are they good enough?
+    improveTariffs();
+  end
+
+end
diff --git a/src/main/matlab/portfoliomanager/collectUsage.m b/src/main/matlab/portfoliomanager/collectUsage.m
new file mode 100644
index 0000000..5c5708b
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/collectUsage.m
@@ -0,0 +1,14 @@
+function result = collectUsage (index)
+  % Returns total usage for a given timeslot (represented as a simple index).
+
+  global pmManager
+
+  result = 0.0;
+  for k1 = keys(pmManager.customerSubscriptions)
+    customer_map = pmManager.customerSubscriptions(cell2mat(k1));
+    for k2 = keys(customer_map)
+      record = customer_map(cell2mat(k2));
+      result = result + record.getUsage(index);
+    end
+  end
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/createInitialTariffs.m b/src/main/matlab/portfoliomanager/createInitialTariffs.m
new file mode 100644
index 0000000..4cc6e27
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/createInitialTariffs.m
@@ -0,0 +1,44 @@
+function createInitialTariffs ()
+  % Creates initial tariffs for the main power types. These are simple
+  % fixed-rate two-part tariffs that give the broker a fixed margin.
+
+  global pmManager
+
+  % remember that market prices are per mwh, but tariffs are by kwh
+  marketPrice = pmManager.marketManager.getMeanMarketPrice() / 1000;
+
+  % for each power type representing a customer population,
+  % create a tariff that's better than what's available
+  for ptString = keys(pmManager.customerProfiles)
+    pt = org.powertac.common.enumerations.PowerType.valueOf(cell2mat(ptString));
+
+    % we'll just do fixed-rate tariffs for now
+    if pt.isConsumption()
+      rateValue = (marketPrice + pmManager.fixedPerKwh) * ...
+                  (1.0 + pmManager.defaultMargin);
+    else
+      rateValue = -2.0 * marketPrice;
+    end
+
+    if pt.isInterruptible()
+      % Magic number!! price break for interruptible
+      rateValue = rateValue * 0.7;
+    end
+
+    broker = pmManager.context.getBroker();
+    spec = org.powertac.common.TariffSpecification(broker, pt). ...
+      withPeriodicPayment(pmManager.defaultPeriodicPayment);
+
+    rate = org.powertac.common.Rate().withValue(rateValue);
+
+    if pt.isInterruptible()
+      % set max curtailment
+      rate.withMaxCurtailment(0.1);
+    end
+
+    spec.addRate(rate);
+    pmManager.customerSubscriptions(char(spec)) = containers.Map;
+    pmManager.tariffRepo.addSpecification(spec);
+    pmManager.context.sendMessage(spec);
+  end
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/getCustomerRecordByPowerType.m b/src/main/matlab/portfoliomanager/getCustomerRecordByPowerType.m
new file mode 100644
index 0000000..0c96ddf
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/getCustomerRecordByPowerType.m
@@ -0,0 +1,26 @@
+function record = getCustomerRecordByPowerType (powerType, customer)
+  global pmManager
+
+  typeString = char(powerType);
+  % customerName = char(customer.getName());
+  if isnumeric(customer) && isempty(customer)
+    % customer might be null (Java) == [] (MatLab)
+    customerName = 'null';
+  else
+    customerName = char(customer.getName());
+  end
+
+  if ~pmManager.customerProfiles.isKey(typeString)
+    customerMap = containers.Map;
+    pmManager.customerProfiles(typeString) = customerMap;
+  else
+    customerMap = pmManager.customerProfiles(typeString);
+  end
+
+  if ~customerMap.isKey(customerName)
+    record = CustomerRecord(customer);
+    customerMap(customerName) = record;
+  else
+    record = customerMap(customerName);
+  end
+end
diff --git a/src/main/matlab/portfoliomanager/getCustomerRecordByTariff.m b/src/main/matlab/portfoliomanager/getCustomerRecordByTariff.m
new file mode 100644
index 0000000..75de397
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/getCustomerRecordByTariff.m
@@ -0,0 +1,27 @@
+function record = getCustomerRecordByTariff (spec, customer)
+  global pmManager
+
+  specString = char(spec);
+  if isnumeric(customer) && isempty(customer)
+    % customer might be null (Java) == [] (MatLab)
+    customerName = 'null';
+  else
+    customerName = char(customer.getName());
+  end
+
+  if ~pmManager.customerSubscriptions.isKey(specString)
+    customerMap = containers.Map;
+    pmManager.customerSubscriptions(specString) = customerMap;
+  else
+    customerMap = pmManager.customerSubscriptions(specString);
+  end
+
+  if ~customerMap.isKey(customerName)
+    % seed with the generic record for this customer
+    oldRecord = getCustomerRecordByPowerType(spec.getPowerType(), customer);
+    record = CustomerRecord(oldRecord);
+    customerMap(customerName) = record;
+  else
+    record = customerMap(customerName);
+  end
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/improveTariffs.m b/src/main/matlab/portfoliomanager/improveTariffs.m
new file mode 100644
index 0000000..714fee2
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/improveTariffs.m
@@ -0,0 +1,93 @@
+function improveTariffs ()
+  % Checks to see whether our tariffs need fine-tuning
+
+  global pmManager
+
+  timeslotIndex = pmManager.timeslotRepo.currentTimeslot().getSerialNumber();
+
+  % quick magic-number hack to inject a balancing order
+  if timeslotIndex == 371
+    broker = pmManager.context.getBroker();
+    test = org.powertac.common.enumerations.PowerType.INTERRUPTIBLE_CONSUMPTION;
+    specs = pmManager.tariffRepo.findTariffSpecificationsByBroker(broker).toArray();
+    for i = 1:length(specs)
+      spec = specs(i);
+      if spec.getPowerType() == test
+        order = org.powertac.common.msg.BalancingOrder(...
+          broker, spec, 0.5, spec.getRates().get(0).getMinValue() * 0.9);
+        pmManager.context.sendMessage(order);
+      end
+    end
+  end
+
+  % magic-number hack to supersede a tariff
+  if timeslotIndex == 380
+    broker = pmManager.context.getBroker();
+    test = org.powertac.common.enumerations.PowerType.CONSUMPTION;
+
+    % find the existing CONSUMPTION tariff
+    oldc = [];
+    candidates = pmManager.tariffRepo.findTariffSpecificationsByBroker(broker).toArray();
+    if isnumeric(candidates) || isempty(candidates) % Test for null
+      pmManager.log.error('No tariffs found for broker');
+    else
+      for i = 1:length(candidates)
+        candidate = candidates(i);
+        if candidate.getPowerType() == test
+          oldc = candidate;
+          break;
+        end
+      end
+
+      if oldc == []
+        pmManager.log.warn('No CONSUMPTION tariffs found');
+      else
+        rateValue = oldc.getRates().get(0).getValue();
+        % create a new CONSUMPTION tariff
+        spec = org.powertac.common.TariffSpecification(broker, test). ...
+          withPeriodicPayment(pmManager.defaultPeriodicPayment * 1.1);
+        rate = org.powertac.common.Rate().withValue(rateValue);
+        spec.addRate(rate);
+        spec.addSupersedes(oldc.getId());
+
+        pmManager.tariffRepo.addSpecification(spec);
+        pmManager.context.sendMessage(spec);
+        % revoke the old one
+        revoke = org.powertac.common.msg.TariffRevoke(broker, oldc);
+        pmManager.context.sendMessage(revoke);
+      end
+    end
+  end
+
+%  % magic-number hack to supersede a tariff
+%  if timeslotIndex == 380
+%    broker = pmManager.context.getBroker();
+%    type = org.powertac.common.enumerations.PowerType.CONSUMPTION;
+%
+%    % find the existing CONSUMPTION tariff
+%    oldc = [];
+%    candidates = pmManager.tariffRepo.findTariffSpecificationsByPowerType(type);
+%    if isnumeric(candidates) || isempty(candidates) % Test for null
+%      pmManager.log.error('No CONSUMPTION tariffs found');
+%    end
+%    candidates = candidates.toArray();
+%    oldc = candidates(1);
+%
+%    rateValue = oldc.getRates().get(0).getValue();
+%
+%    % create a new CONSUMPTION tariff
+%    spec = org.powertac.common.TariffSpecification(broker, type). ...
+%      withPeriodicPayment(pmManager.defaultPeriodicPayment * 1.1);
+%    rate = org.powertac.common.Rate().withValue(rateValue);
+%
+%    if ~isnumeric(oldc) && ~isempty(oldc)
+%      spec.addSupersedes(oldc.getId());
+%    end
+%
+%    pmManager.tariffRepo.addSpecification(spec);
+%    pmManager.context.sendMessage(spec);
+%    % revoke the old one
+%    revoke = org.powertac.common.msg.TariffRevoke(broker, oldc);
+%    pmManager.context.sendMessage(revoke);
+%  end
+end
diff --git a/src/main/matlab/portfoliomanager/mInit.m b/src/main/matlab/portfoliomanager/mInit.m
new file mode 100644
index 0000000..3de6069
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/mInit.m
@@ -0,0 +1,25 @@
+function mInit (var0, var1, var2, var3, var4, var5, var6, var7)
+  global pmManager
+
+  pmManager.context        = var0;
+  pmManager.timeslotRepo   = var1;
+  pmManager.tariffRepo     = var2;
+  pmManager.customerRepo   = var3;
+  pmManager.marketManager  = var4;
+  pmManager.timeService    = var5;
+  pmManager.log            = var6;
+  pmManager.null           = var7;
+
+  % Configurable parameters for tariff composition
+  pmManager.defaultMargin          =  0.5;
+  pmManager.fixedPerKwh            = -0.06;
+  pmManager.defaultPeriodicPayment = -1.0;
+
+  % ---- Portfolio records -----
+  % Customer records indexed by power type and by tariff. Note that the
+  % CustomerRecord instances are NOT shared between these structures, because
+  % we need to keep track of subscriptions by tariff.
+  pmManager.customerProfiles       = containers.Map;
+  pmManager.customerSubscriptions  = containers.Map;
+  pmManager.competingTariffs       = containers.Map;
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/msgBalancingControlEvent.m b/src/main/matlab/portfoliomanager/msgBalancingControlEvent.m
new file mode 100644
index 0000000..763cca3
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/msgBalancingControlEvent.m
@@ -0,0 +1,10 @@
+function msgBalancingControlEvent (bce)
+  % Handles a BalancingControlEvent, sent when a BalancingOrder is
+  % exercised by the DU.
+
+  global pmManager
+
+  kwh = bce.getKwh();
+  msg = horzcat('BalancingControlEvent ', num2str(kwh));
+  pmManager.log.info(msg);
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/msgCustomerBootstrapData.m b/src/main/matlab/portfoliomanager/msgCustomerBootstrapData.m
new file mode 100644
index 0000000..e1162bf
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/msgCustomerBootstrapData.m
@@ -0,0 +1,23 @@
+function msgCustomerBootstrapData (cbd)
+  % Handles CustomerBootstrapData by populating the customer model
+  % corresponding to the given customer and power type. This gives the
+  % broker a running start.
+
+  global pmManager
+
+  name = cbd.getCustomerName();
+  type = cbd.getPowerType();
+  usage = cbd.getNetUsage();
+
+  customer = pmManager.customerRepo.findByNameAndPowerType(name, type);
+  record = getCustomerRecordByPowerType(cbd.getPowerType(), customer);
+
+  check1 = record.subscribedPopulation;
+
+  subs = record.subscribedPopulation;
+  record.subscribedPopulation = customer.getPopulation();
+  for i=1:length(usage)
+    record.produceConsume(usage(i), i);
+  end
+  record.subscribedPopulation = subs;
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/msgTariffRevoke.m b/src/main/matlab/portfoliomanager/msgTariffRevoke.m
new file mode 100644
index 0000000..0fbcd7e
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/msgTariffRevoke.m
@@ -0,0 +1,37 @@
+function msgTariffRevoke (tr)
+  % Handles a TariffRevoke message from the server, indicating that some
+  % tariff has been revoked.
+
+  global pmManager
+
+  source = tr.getBroker();
+  name = char(source.getUsername());
+  contextName = char(pmManager.context.getBrokerUsername());
+
+  % if it's from some other broker, we need to remove it from the
+  % tariffRepo, and from the competingTariffs list
+  if ~strcmp(name, contextName)
+    pmManager.log.info('clear out competing tariff');
+
+    original = pmManager.tariffRepo.findSpecificationById(tr.getTariffId());
+
+    if isnumeric(original) && isempty(original)
+      msg = horzcat('Original tariff ', int2str(tr.getTariffId()), 'not found');
+      pmManager.log.warn(msg);
+      return;
+    end
+
+    pmManager.tariffRepo.removeSpecification(original.getId());
+
+    typeString = char(original.getPowerType());
+    if ~pmManager.competingTariffs.isKey(typeString)
+      pmManager.log.warn('Candidate list is null');
+      return;
+    else
+      % candidates is an array with tariff specs, remove original
+      candidates = pmManager.competingTariffs(typeString);
+      candidates = candidates(candidates~=original);
+      pmManager.competingTariffs(typeString) = candidates;
+    end
+  end
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/msgTariffSpecification.m b/src/main/matlab/portfoliomanager/msgTariffSpecification.m
new file mode 100644
index 0000000..87c752a
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/msgTariffSpecification.m
@@ -0,0 +1,40 @@
+function msgTariffSpecification (spec)
+  % Handles a TariffSpecification. These are sent by the server when new tariffs
+  % are published. If it's not ours, then it's a competitor's tariff. We keep
+  % track of competing tariffs locally, and we also store them in the tariffRepo.
+
+  global pmManager
+
+  theBroker = spec.getBroker();
+  theBrokerName = char(theBroker.getUsername());
+  contextBrokerName = char(pmManager.context.getBrokerUsername());
+
+  if strcmp(theBrokerName, contextBrokerName)
+    % if it's ours, just log it, because we already put it in the repo
+    original = pmManager.tariffRepo.findSpecificationById(spec.getId());
+    if ~isa(original, 'org.powertac.common.TariffSpecification')
+      pmManager.log.error(horzcat('Spec ', int2str(spec.getId()), ' not in local repo'));
+    end
+    pmManager.log.info(horzcat('published ', char(spec.toString())));
+  else
+    % otherwise, keep track of competing tariffs, and record in the repo
+    addCompetingTariff(spec);
+    pmManager.tariffRepo.addSpecification(spec);
+  end
+end
+
+function addCompetingTariff (spec)
+  % Finds the list of competing tariffs for the given PowerType, add tariff
+  global pmManager
+
+  typeString = char(spec.getPowerType());
+
+  if ~pmManager.competingTariffs.isKey(typeString)
+    tariffs = [];
+  else
+    tariffs = pmManager.competingTariffs(typeString);
+  end
+
+  tariffs = [tariffs spec];
+  pmManager.competingTariffs(typeString) = tariffs;
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/msgTariffStatus.m b/src/main/matlab/portfoliomanager/msgTariffStatus.m
new file mode 100644
index 0000000..e019e92
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/msgTariffStatus.m
@@ -0,0 +1,10 @@
+function msgTariffStatus (ts)
+  % Handles a TariffStatus message. This should do something when the status
+  % is not SUCCESS.
+
+  global pmManager
+
+  status = ts.getStatus();
+  msg = horzcat('TariffStatus: ', char(status));
+  pmManager.log.info(msg);
+end
\ No newline at end of file
diff --git a/src/main/matlab/portfoliomanager/msgTariffTransaction.m b/src/main/matlab/portfoliomanager/msgTariffTransaction.m
new file mode 100644
index 0000000..7273e07
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/msgTariffTransaction.m
@@ -0,0 +1,55 @@
+function msgTariffTransaction (ttx)
+  % Handles a TariffTransaction. We only care about certain types:
+  % PRODUCE, CONSUME, SIGNUP, and WITHDRAW.
+
+  global pmManager
+
+  txTypeString = char(ttx.getTxType());
+  newSpec = ttx.getTariffSpec();
+
+  % make sure we have this tariff
+  if ~isa(newSpec, 'org.powertac.common.TariffSpecification')
+    msg = horzcat('TariffTransaction type=',  txTypeString, ' for unknown spec');
+    pmManager.log.error(msg);
+  else
+    oldSpec = pmManager.tariffRepo.findSpecificationById(newSpec.getId());
+    if oldSpec.getId() ~= newSpec.getId()
+      msg = horzcat('Incoming spec ', num2str(newSpec.getId()), ...
+        ' not matched in repo');
+      pmManager.log.error(msg);
+    end
+  end
+
+  % ttx.getCustomerInfo() might return null => [] in MatLab
+  record = getCustomerRecordByTariff(newSpec, ttx.getCustomerInfo());
+
+  enumType = 'org.powertac.common.TariffTransaction$Type';
+  SIGNUP   = javaMethod('valueOf', enumType, 'SIGNUP');
+  WITHDRAW = javaMethod('valueOf', enumType, 'WITHDRAW');
+  PRODUCE  = javaMethod('valueOf', enumType, 'PRODUCE');
+  PUBLISH  = javaMethod('valueOf', enumType, 'PUBLISH');
+
+  if strcmp(txTypeString, char(SIGNUP))
+    % keep track of customer counts
+    record.signup(ttx.getCustomerCount());
+  elseif strcmp(txTypeString, char(WITHDRAW))
+    % customers presumably found a better deal
+    record.withdraw(ttx.getCustomerCount());
+  elseif strcmp(txTypeString, char(PRODUCE))
+    % if ttx count and subscribe population don't match, it will be hard
+    % to estimate per-individual production
+    if ttx.getCustomerCount() ~= record.subscribedPopulation
+      msg = horzcat('production by subset ', num2str(ttx.getCustomerCount()),...
+        ' of subscribed population ', int2str(record.subscribedPopulation));
+      pmManager.log.warn(msg);
+    end
+    record.produceConsume(ttx.getKWh(), ttx.getPostedTime());
+  elseif strcmp(txTypeString, char(PUBLISH))
+    if ttx.getCustomerCount() ~= record.subscribedPopulation
+      msg = horzcat('production by subset ', num2str(ttx.getCustomerCount()),...
+        ' of subscribed population ', int2str(record.subscribedPopulation));
+      pmManager.log.warn(msg);
+    end
+    record.produceConsume(ttx.getKWh(), ttx.getPostedTime());
+  end
+end
diff --git a/src/main/matlab/portfoliomanager/testFunction.m b/src/main/matlab/portfoliomanager/testFunction.m
new file mode 100644
index 0000000..d618b5d
--- /dev/null
+++ b/src/main/matlab/portfoliomanager/testFunction.m
@@ -0,0 +1,3 @@
+function result = testFunction (var0)
+  result = 10 * var0;
+end
diff --git a/src/test/java/org/powertac/samplebroker/PortfolioManagerTest.java b/src/test/java/org/powertac/samplebroker/PortfolioManagerTest.java
deleted file mode 100644
index 7f6ae7e..0000000
--- a/src/test/java/org/powertac/samplebroker/PortfolioManagerTest.java
+++ /dev/null
@@ -1,114 +0,0 @@
-/*
- * Copyright (c) 2012 by the original author
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.powertac.samplebroker;
-
-import static org.junit.Assert.*;
-import static org.mockito.Mockito.*;
-
-import java.util.Arrays;
-
-import org.joda.time.DateTime;
-import org.joda.time.DateTimeZone;
-import org.joda.time.Instant;
-import org.junit.Before;
-import org.junit.Test;
-import org.powertac.common.CustomerInfo;
-import org.powertac.common.TimeService;
-import org.powertac.common.Timeslot;
-import org.powertac.common.enumerations.PowerType;
-import org.powertac.common.msg.CustomerBootstrapData;
-import org.powertac.common.repo.CustomerRepo;
-import org.powertac.common.repo.TimeslotRepo;
-import org.powertac.samplebroker.core.BrokerPropertiesService;
-import org.powertac.samplebroker.core.PowerTacBroker;
-import org.springframework.test.util.ReflectionTestUtils;
-
-/**
- * @author jcollins
- */
-public class PortfolioManagerTest
-{
-  private TimeslotRepo timeslotRepo;
-  private CustomerRepo customerRepo;
-  
-  private PortfolioManagerService portfolioManagerService;
-  private PowerTacBroker broker;
-  private Instant baseTime;
-
-  /**
-   *
-   */
-  @Before
-  public void setUp () throws Exception
-  {
-    broker = mock(PowerTacBroker.class);
-    timeslotRepo = mock(TimeslotRepo.class);
-    customerRepo = new CustomerRepo();
-    BrokerPropertiesService bps = mock(BrokerPropertiesService.class);
-    when(broker.getUsageRecordLength()).thenReturn(7*24);
-    portfolioManagerService = new PortfolioManagerService();
-    ReflectionTestUtils.setField(portfolioManagerService,
-                                 "timeslotRepo",
-                                 timeslotRepo);
-    ReflectionTestUtils.setField(portfolioManagerService,
-                                 "customerRepo",
-                                 customerRepo);
-    ReflectionTestUtils.setField(portfolioManagerService,
-                                 "propertiesService",
-                                 bps);
-    portfolioManagerService.initialize(broker);
-
-    // set the time
-    baseTime =
-        new DateTime(2011, 2, 1, 0, 0, 0, 0, DateTimeZone.UTC).toInstant();
-  }
-  
-  /**
-   * Test customer boot data
-   */
-  @Test
-  public void testCustomerBootstrap ()
-  {
-    // set up a competition
-    CustomerInfo podunk = new CustomerInfo("Podunk", 3);
-    customerRepo.add(podunk);
-    CustomerInfo midvale = new CustomerInfo("Midvale", 1000); 
-    customerRepo.add(midvale);
-    // create a Timeslot for use by the bootstrap data
-    Timeslot ts0 = new Timeslot(8*24, baseTime.plus(TimeService.DAY * 8));
-    when(timeslotRepo.currentTimeslot()).thenReturn(ts0);
-    // send to broker and check
-    double[] podunkData = new double[7*24];
-    Arrays.fill(podunkData, 3.6);
-    double[] midvaleData = new double[7*24];
-    Arrays.fill(midvaleData, 1600.0);
-    CustomerBootstrapData boot =
-        new CustomerBootstrapData(podunk, PowerType.CONSUMPTION, podunkData);
-    portfolioManagerService.handleMessage(boot);
-    boot = new CustomerBootstrapData(midvale, PowerType.CONSUMPTION, midvaleData);
-    portfolioManagerService.handleMessage(boot);
-    double[] podunkUsage = 
-        portfolioManagerService.getRawUsageForCustomer(podunk).get(PowerType.CONSUMPTION);
-    assertNotNull("podunk usage is recorded", podunkUsage);
-    assertEquals("correct usage value for podunk", 1.2, podunkUsage[23], 1e-6);
-    double[] midvaleUsage = 
-        portfolioManagerService.getRawUsageForCustomer(midvale).get(PowerType.CONSUMPTION);
-    assertNotNull("midvale usage is recorded", midvaleUsage);
-    assertEquals("correct usage value for midvale", 1.6, midvaleUsage[27], 1e-6);
-  }
-  
-  // other tests needed...
-}
diff --git a/test.m b/test.m
new file mode 100644
index 0000000..655b93e
--- /dev/null
+++ b/test.m
@@ -0,0 +1,6 @@
+% Run this with : matlab -nodisplay -nosplash -nodesktop -r test
+
+javaaddpath('target/sample-broker.jar');
+
+o = org.powertac.samplebroker.core.BrokerMain;
+javaMethod('mainMatlab', o, '--jms-url=tcp://130.115.197.116:61616');